Skip to contents

Provides posterior mean, standard deviations, as well as 5 and 95 percentiles of the parameters for all C countries.

Usage

# S3 method for class 'PosteriorBVARPANEL'
summary(object, ...)

Arguments

object

an object of class PosteriorBVARPANEL obtained using the estimate() function applied to Vector Autoregressions containing draws from the posterior distribution of the parameters.

...

additional arguments affecting the summary produced.

Value

A list reporting the posterior mean, standard deviations, as well as 5 and 95 percentiles of the country-specific parameters.

Author

Tomasz Woźniak wozniak.tom@pm.me

Examples

# specify the model
specification = specify_bvarPANEL$new(
      ilo_dynamic_panel, 
      exogenous = ilo_exogenous_variables)
burn_in       = estimate(specification, 10)             # run the burn-in
#> **************************************************|
#> bpvars: Forecasting with Bayesian Panel VARs      |
#> **************************************************|
#>  Progress of the MCMC simulation for 10 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
posterior     = estimate(burn_in, 10)                   # estimate the model
#> **************************************************|
#> bpvars: Forecasting with Bayesian Panel VARs      |
#> **************************************************|
#>  Progress of the MCMC simulation for 10 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
summary(posterior)
#> $AFG
#> $AFG$Sigma
#> $AFG$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001894395 0.000296466 0.001487158  0.002345705
#> 
#> $AFG$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007069644 0.003980163 -0.01324692 -0.002213695
#> Sigma[2,2]  0.192986716 0.049258866  0.14163056  0.267996487
#> 
#> $AFG$Sigma$equation3
#>                   mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00639853 0.00566884  0.0004211037   0.01524854
#> Sigma[3,2] -0.17225294 0.05445496 -0.2572985238  -0.10960911
#> Sigma[3,3]  0.32586473 0.09294828  0.2305383154   0.48713730
#> 
#> $AFG$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.00377990 0.005181989 -0.0008734907   0.01272017
#> Sigma[4,2] -0.09976904 0.045831975 -0.1792987412  -0.05272451
#> Sigma[4,3]  0.28963762 0.091208592  0.1803912450   0.43707167
#> Sigma[4,4]  0.28583704 0.089112880  0.1722143601   0.41899412
#> 
#> 
#> $AFG$A
#> $AFG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96657586 0.01984700  0.93562864   0.99063491
#> lag1_var2  0.01294982 0.03142740 -0.02068135   0.06636966
#> lag1_var3  0.04081355 0.06218170 -0.03210368   0.13782250
#> lag1_var4 -0.03268578 0.05679429 -0.11950274   0.03228464
#> const      0.49621924 0.34094787  0.01998558   0.92556940
#> exo1      -0.01709371 0.05263426 -0.09480602   0.04394980
#> exo2      -0.02944265 0.05468873 -0.10739421   0.03640829
#> exo3      -0.10780281 0.04391109 -0.15282792  -0.04310247
#> 
#> $AFG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.34532267 0.2111291   0.1049869   0.63957919
#> lag1_var2  0.65648191 0.1790143   0.4682022   0.95980033
#> lag1_var3 -0.73804200 0.3475479  -1.1757409  -0.22041480
#> lag1_var4  0.57892064 0.3357188   0.1103467   1.05225539
#> const     -0.34425357 3.7313369  -3.8213889   4.98941872
#> exo1       0.01654274 0.4349548  -0.4971574   0.69225170
#> exo2      -0.15738326 0.4795973  -0.7365693   0.62028832
#> exo3      -0.68686510 0.5664448  -1.3956515   0.08820151
#> 
#> $AFG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.11931300 0.2833668  -0.5367098   0.27631191
#> lag1_var2  0.03624287 0.2478200  -0.2447829   0.42734906
#> lag1_var3  1.84648890 0.5127860   1.1401716   2.51946395
#> lag1_var4 -0.74840527 0.5035863  -1.3389523  -0.04010481
#> const      0.94364462 3.2580983  -2.9455471   5.30768215
#> exo1      -0.20987762 0.6622535  -1.2268315   0.44976264
#> exo2      -0.72899744 0.4029312  -1.2110300  -0.15798871
#> exo3       1.27279068 0.5754407   0.4745319   1.94833821
#> 
#> $AFG$A$equation4
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  3.675484e-02 0.2704547 -0.39411744    0.3723373
#> lag1_var2  1.196459e-06 0.2615592 -0.26965723    0.4171771
#> lag1_var3  8.668472e-01 0.5667227 -0.03380472    1.5330127
#> lag1_var4  2.130486e-01 0.5354822 -0.35343054    1.0733357
#> const     -1.356166e+00 2.7983041 -4.76422563    2.5663114
#> exo1      -2.455431e-01 0.6229962 -1.14796393    0.5035424
#> exo2      -8.445517e-01 0.3436448 -1.39083728   -0.4669031
#> exo3       1.170534e+00 0.4815090  0.49974746    1.7048100
#> 
#> 
#> 
#> $AGO
#> $AGO$Sigma
#> $AGO$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004998814 0.001608389  0.00365411  0.007783605
#> 
#> $AGO$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01015566 0.003068194 -0.01508090 -0.007192165
#> Sigma[2,2]  0.07622164 0.015664550  0.05614356  0.098451031
#> 
#> $AGO$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008379087 0.003599140  0.004597094   0.01430220
#> Sigma[3,2] -0.031161591 0.009839515 -0.046439891  -0.01830701
#> Sigma[3,3]  0.042978289 0.013623817  0.026661731   0.06433301
#> 
#> $AGO$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0006563465 0.002515110 -0.002591012   0.00401517
#> Sigma[4,2] 0.0317322336 0.007571995  0.023193956   0.04290917
#> Sigma[4,3] 0.0223526958 0.009641486  0.013718805   0.03744242
#> Sigma[4,4] 0.0548607186 0.014123865  0.039404945   0.07628756
#> 
#> 
#> $AGO$A
#> $AGO$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.999843713 0.02978356  0.95567589   1.03888000
#> lag1_var2 -0.094020164 0.10365409 -0.22917544   0.04910695
#> lag1_var3 -0.132692963 0.14022469 -0.33930088   0.06155118
#> lag1_var4  0.127864829 0.13411875 -0.06503962   0.31827415
#> const      0.285383758 0.58199931 -0.48247917   0.97513414
#> exo1       0.065989437 0.06499876 -0.02431458   0.15618227
#> exo2      -0.084192722 0.10223348 -0.21099796   0.04856590
#> exo3      -0.004253294 0.07044048 -0.09359555   0.10044260
#> 
#> $AGO$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04214192 0.1189220 -0.09917126   0.23338340
#> lag1_var2  0.27996415 0.5066377 -0.60010973   0.66984954
#> lag1_var3 -0.79793523 0.7272999 -1.95552211  -0.13126952
#> lag1_var4  0.81428495 0.6892010  0.18653419   1.93587712
#> const     -0.61747742 1.7487383 -2.55491003   1.59538399
#> exo1      -0.06069237 0.2451189 -0.37637828   0.26346053
#> exo2       0.50164796 0.3681149  0.09889746   1.07072883
#> exo3      -0.52612682 0.4006356 -1.06585313   0.02991849
#> 
#> $AGO$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.15667630 0.1277795 -0.33243889   0.01646223
#> lag1_var2  0.40970400 0.3319809  0.03924657   0.89527669
#> lag1_var3  1.45367824 0.4565443  0.93237950   2.15373558
#> lag1_var4 -0.44444746 0.4217755 -1.09151427   0.02174178
#> const      2.09411283 1.4514828 -0.09736139   3.94003516
#> exo1       0.08168407 0.1286432 -0.06245196   0.27416774
#> exo2      -0.01472555 0.2885136 -0.35709744   0.41493627
#> exo3       1.61543790 0.2919681  1.31536928   2.05769189
#> 
#> $AGO$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.16661931 0.1237679 -0.29483658   0.03585342
#> lag1_var2  0.09936342 0.3802094 -0.45364784   0.53739704
#> lag1_var3  0.15776374 0.4762050 -0.57324683   0.61267943
#> lag1_var4  0.90640871 0.4547845  0.46415347   1.59273280
#> const     -0.59917815 1.3953860 -2.85039275   0.77644645
#> exo1       0.04991336 0.1543857 -0.17856544   0.27112379
#> exo2       0.41961257 0.2825275 -0.03026387   0.77665329
#> exo3       1.43506975 0.1832665  1.22822380   1.68963242
#> 
#> 
#> 
#> $ALB
#> $ALB$Sigma
#> $ALB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001574192 0.0003567863 0.001139624  0.002064818
#> 
#> $ALB$Sigma$equation2
#>                  mean       sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0458084 0.016232 -0.06371585  -0.02108131
#> Sigma[2,2]  6.8451241 1.891812  4.57111222   9.72341148
#> 
#> $ALB$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01886001 0.008863604  0.008175669   0.03044004
#> Sigma[3,2] -3.77556787 1.077406341 -5.330123635  -2.42107857
#> Sigma[3,3]  3.61583555 0.618555785  2.779231505   4.32795647
#> 
#> $ALB$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01206989 0.01247254 -0.02794788  0.006049413
#> Sigma[4,2]  0.66934214 0.52507332 -0.03820777  1.333876988
#> Sigma[4,3]  1.45878792 0.44893749  0.88772051  2.021301037
#> Sigma[4,4]  2.25105252 0.47417637  1.56236406  2.830802523
#> 
#> 
#> $ALB$A
#> $ALB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00485523 0.01950215  0.98323573   1.03580709
#> lag1_var2 -0.01254272 0.02087142 -0.04188654   0.01441184
#> lag1_var3 -0.03192838 0.03408649 -0.07999003   0.01077895
#> lag1_var4  0.02480940 0.03054883 -0.01223623   0.06833131
#> const      0.24999116 0.28886730 -0.15928484   0.62984871
#> exo1       0.01816707 0.04006702 -0.04441527   0.05502339
#> exo2      -0.04493261 0.04086320 -0.08557985   0.02541358
#> exo3       0.03892943 0.05074954 -0.02281250   0.11299473
#> 
#> $ALB$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -4.587940  1.2244308   -6.320708   -3.1390428
#> lag1_var2  5.416625  0.9813931    4.052563    6.7113331
#> lag1_var3  8.551829  1.6815166    6.467373   10.9877589
#> lag1_var4 -7.018446  1.5018297   -8.974516   -5.0875215
#> const     24.788055 23.0150000   -9.789199   51.0452599
#> exo1      -2.647251  2.4984755   -6.745327    0.1298031
#> exo2      -1.035201  2.3939199   -4.199155    2.2329557
#> exo3       1.067030  2.2914926   -1.493165    4.6126248
#> 
#> $ALB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   3.2117683 0.8180596    2.133242    4.3965943
#> lag1_var2  -2.8383635 1.1119480   -4.147448   -1.3226830
#> lag1_var3  -4.4835875 1.7775272   -6.539545   -2.1430161
#> lag1_var4   4.3759339 1.5806042    2.334001    6.2308495
#> const     -14.6524670 9.8656138  -27.263462   -1.0318943
#> exo1        0.9595777 1.7117057   -1.054410    3.3037642
#> exo2       -1.7781349 1.7125551   -4.298795    0.4699679
#> exo3        0.6055579 2.2601377   -2.027349    3.6907687
#> 
#> $ALB$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3222506  0.7035935  -0.8183097    1.1507885
#> lag1_var2  0.1744115  0.9616192  -1.0262969    1.6224282
#> lag1_var3  0.2956860  1.4909408  -1.5273663    2.5808230
#> lag1_var4  0.6067391  1.2612715  -1.3050833    2.2062506
#> const     -1.6361776 11.6476092 -17.8567858   14.3890642
#> exo1      -0.5608215  1.3131424  -2.3721464    0.9609956
#> exo2      -2.8801018  1.4852883  -4.3662522   -0.3905766
#> exo3       1.5320091  2.5534681  -2.1602709    4.5827031
#> 
#> 
#> 
#> $ARE
#> $ARE$Sigma
#> $ARE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009932385 0.0002487284 0.0007291835  0.001357501
#> 
#> $ARE$Sigma$equation2
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[2,1] -0.001332861 0.0005608615 -0.00212559 -0.000652612
#> Sigma[2,2]  0.043279969 0.0084805904  0.03174039  0.056159357
#> 
#> $ARE$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0008311161 0.002030685 -0.001839509  0.003388699
#> Sigma[3,2] -0.0267122861 0.014059462 -0.048428386 -0.008697251
#> Sigma[3,3]  0.1566662696 0.044810959  0.090435977  0.213332102
#> 
#> $ARE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0002419867 0.002038099 -0.002770263  0.002615927
#> Sigma[4,2]  0.0076908227 0.014530480 -0.012885410  0.027680207
#> Sigma[4,3]  0.1383794395 0.040022632  0.074682520  0.179465775
#> Sigma[4,4]  0.1476817504 0.035385121  0.090168713  0.183433913
#> 
#> 
#> $ARE$A
#> $ARE$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.944716521 0.02282266  0.912680469  0.970930210
#> lag1_var2  0.110929848 0.07630381  0.026486370  0.231273467
#> lag1_var3  0.123356974 0.09630730  0.008369903  0.273741307
#> lag1_var4 -0.114806319 0.09201107 -0.259645319 -0.005552104
#> const      0.794815343 0.25526879  0.390664953  1.073470142
#> exo1      -0.004767233 0.02516571 -0.045351412  0.026702227
#> exo2      -0.106294920 0.03720359 -0.151873564 -0.051512966
#> exo3      -0.008089658 0.02171052 -0.033700420  0.026251014
#> 
#> $ARE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.28517143 0.1765358  0.02620471   0.51302675
#> lag1_var2  0.14512471 0.4929262 -0.57131332   0.70826877
#> lag1_var3 -0.80418159 0.6678373 -1.84878366  -0.09439909
#> lag1_var4  0.73509509 0.6293976  0.08108734   1.71301390
#> const     -1.60411510 1.6291918 -3.31936729   0.92169543
#> exo1      -0.01631213 0.1583267 -0.19270921   0.24217734
#> exo2       2.05046770 0.2566525  1.65891503   2.35641222
#> exo3      -0.61742882 0.1906913 -0.86641149  -0.36911357
#> 
#> $ARE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1896525 0.3566712  -0.8176829   0.15188359
#> lag1_var2  0.4450936 1.0270082  -1.0028940   1.92367139
#> lag1_var3  1.2398700 1.4437164  -0.7885477   3.36218740
#> lag1_var4 -0.1806645 1.3685276  -2.1569814   1.77357128
#> const      0.1498017 3.4281463  -3.4241103   5.67291126
#> exo1      -0.1580601 0.3978763  -0.8079247   0.23224391
#> exo2      -2.6556682 0.3829767  -3.2083493  -2.07720240
#> exo3      -0.7275471 0.4711482  -1.1656186   0.01861798
#> 
#> $ARE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04516399 0.3556066  -0.4707278    0.4064071
#> lag1_var2  0.27573171 1.1087455  -1.3909543    1.6463745
#> lag1_var3  0.25620319 1.5325606  -2.0646756    2.1444305
#> lag1_var4  0.76344313 1.4578601  -1.0099193    2.9846249
#> const     -2.52457476 3.5123155  -6.8983186    2.7467297
#> exo1      -0.17475590 0.4672309  -0.9001377    0.4093675
#> exo2      -1.00718623 0.4238378  -1.4694393   -0.2914579
#> exo3      -1.23107861 0.4766563  -1.5865296   -0.4904675
#> 
#> 
#> 
#> $ARG
#> $ARG$Sigma
#> $ARG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002155102 0.0003992813 0.001662996  0.002780863
#> 
#> $ARG$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05948644 0.0150170 -0.08312704  -0.04354259
#> Sigma[2,2]  3.29816343 0.7737275  2.34632207   4.43785000
#> 
#> $ARG$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04283106 0.009825201   0.0327337   0.05803971
#> Sigma[3,2] -2.27770755 0.442365558  -2.9187760  -1.67951489
#> Sigma[3,3]  1.86189144 0.306284281   1.4319850   2.26813983
#> 
#> $ARG$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007714671 0.00281073  0.004097444   0.01192204
#> Sigma[4,2] -0.305348193 0.17032779 -0.536673133  -0.07358346
#> Sigma[4,3]  0.530808372 0.16053337  0.295327200   0.73570320
#> Sigma[4,4]  0.383427476 0.08995383  0.269410260   0.51504972
#> 
#> 
#> $ARG$A
#> $ARG$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9013086443 0.02685477  0.86698405   0.93804227
#> lag1_var2  0.1864900357 0.06155584  0.09711233   0.26657188
#> lag1_var3  0.3120435076 0.10000322  0.16459233   0.44031167
#> lag1_var4 -0.2843473190 0.09052506 -0.39903028  -0.15184607
#> const      1.0284977585 0.28713336  0.65942872   1.42359453
#> exo1       0.0009149486 0.03234874 -0.03641826   0.04803790
#> exo2      -0.1274118547 0.04628762 -0.20041529  -0.07726708
#> exo3       0.0236348917 0.06024785 -0.06954280   0.08981846
#> 
#> $ARG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.55577515  1.133787   -1.835605     1.107889
#> lag1_var2  0.30156666  1.829106   -1.842488     2.820530
#> lag1_var3 -0.84765409  3.004158   -4.372112     3.389183
#> lag1_var4  1.20617815  2.733862   -2.483452     4.400266
#> const     -4.76269615 10.694501  -16.789391    11.883022
#> exo1      -0.70660224  1.897000   -2.746110     2.355712
#> exo2       1.37845890  2.346820   -1.869225     4.369609
#> exo3      -0.06645965  2.715486   -3.153761     4.055602
#> 
#> $ARG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2296644 0.8671861 -1.52464053    0.7829105
#> lag1_var2  2.0582538 1.2737067 -0.09195845    3.3947311
#> lag1_var3  4.2024693 2.1080722  0.64862003    6.4382672
#> lag1_var4 -3.3228634 1.9328703 -5.53428497   -0.1554022
#> const     12.3636954 7.1697086  4.74011492   22.8765497
#> exo1      -0.2926319 1.1089799 -2.10359582    0.7080359
#> exo2      -4.2995910 1.9925929 -6.64621670   -1.4881517
#> exo3       2.2020634 2.0631876 -0.94961238    4.2240895
#> 
#> $ARG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6613048 0.3788089  -1.2501597   -0.3045513
#> lag1_var2  2.1028720 0.6469374   1.2340455    3.0197202
#> lag1_var3  3.4566358 1.0311556   2.0362517    4.8864757
#> lag1_var4 -2.3022887 0.9706267  -3.6436799   -1.0174511
#> const      8.5423333 5.7066367   0.8737587   16.1889775
#> exo1      -0.7971134 0.4520347  -1.5642305   -0.3388314
#> exo2      -3.9375050 0.8906760  -5.1436588   -2.7537070
#> exo3       2.4356265 0.7520825   1.4811565    3.5835010
#> 
#> 
#> 
#> $ARM
#> $ARM$Sigma
#> $ARM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008497998 0.002386546  0.00601262   0.01192256
#> 
#> $ARM$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.007599516 0.008616432 -0.006013893   0.01794194
#> Sigma[2,2] 0.628723046 0.167403090  0.426609814   0.86901395
#> 
#> $ARM$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01927244 0.005535186 -0.02621126  -0.01269745
#> Sigma[3,2] -0.36019668 0.094211693 -0.48346998  -0.23071918
#> Sigma[3,3]  0.28406588 0.063373913  0.19838092   0.35483321
#> 
#> $ARM$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01532788 0.005813433 -0.02294907 -0.008823194
#> Sigma[4,2]  0.04147737 0.044890471 -0.01635305  0.102759557
#> Sigma[4,3]  0.06249881 0.026682014  0.04065187  0.106005116
#> Sigma[4,4]  0.09877769 0.035760764  0.06399200  0.152757884
#> 
#> 
#> $ARM$A
#> $ARM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92227770 0.04669637  0.86375323   0.98888143
#> lag1_var2  0.01564949 0.09129848 -0.08708280   0.14985550
#> lag1_var3 -0.02999546 0.14941180 -0.20543613   0.18107846
#> lag1_var4  0.03331556 0.14640852 -0.16936215   0.19709328
#> const      1.25274854 0.79408812 -0.03694384   2.09497325
#> exo1       0.02868985 0.12145791 -0.17057231   0.15645230
#> exo2      -0.18343975 0.11370256 -0.35225329  -0.06030726
#> exo3      -0.03901958 0.06865975 -0.14302103   0.04223935
#> 
#> $ARM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2923077 0.4809697 -0.75157653    0.4749667
#> lag1_var2  2.0600819 1.3242257  0.07764171    3.4641466
#> lag1_var3  2.0759142 2.1104356 -1.06007583    4.3971528
#> lag1_var4 -2.0277822 2.0097228 -4.28931209    0.9099694
#> const      6.1784164 5.4743872 -0.45052295   14.1276019
#> exo1      -0.1238489 0.8124688 -0.73640363    1.1317393
#> exo2       0.7317204 0.7087684 -0.10362270    1.7497939
#> exo3      -1.6456410 0.6359234 -2.66062438   -0.8783836
#> 
#> $ARM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.23136903 0.2861239  -0.1843012    0.5509032
#> lag1_var2 -0.29816087 0.8524620  -1.4227379    0.7689220
#> lag1_var3  0.23132558 1.3724273  -1.5959787    1.9647160
#> lag1_var4  0.69532428 1.3126488  -0.9576259    2.4219064
#> const     -2.78558198 2.5805938  -5.6076612    1.5039109
#> exo1      -0.03399258 0.7448996  -0.9725207    1.0444170
#> exo2      -0.95344996 0.5415146  -1.7229002   -0.1934794
#> exo3       1.59349270 0.4350363   1.1062206    2.3007675
#> 
#> $ARM$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.04667512 0.1332376 -0.124264067   0.26221113
#> lag1_var2  0.62901958 0.4274085  0.004676124   1.19102108
#> lag1_var3  0.94667164 0.7030994 -0.121819027   1.85645888
#> lag1_var4  0.04155964 0.6925473 -0.844272648   1.12040413
#> const     -0.90316688 3.3476749 -6.471759190   3.13070975
#> exo1      -0.12248081 0.5370860 -0.667210939   0.68894304
#> exo2      -0.57225713 0.3386781 -0.915087380  -0.07050453
#> exo3       0.63133659 0.2614412  0.270944294   1.00632828
#> 
#> 
#> 
#> $AUS
#> $AUS$Sigma
#> $AUS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001274973 3.517931e-05 7.822875e-05 0.0001792483
#> 
#> $AUS$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003527489 0.001493422 -0.005707753 -0.001886361
#> Sigma[2,2]  0.304017455 0.064859826  0.221392369  0.391967137
#> 
#> $AUS$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001927224 0.00113788  0.000534199   0.00348094
#> Sigma[3,2] -0.257633268 0.05652579 -0.328549270  -0.18351448
#> Sigma[3,3]  0.282596663 0.06186243  0.206685055   0.35901239
#> 
#> $AUS$Sigma$equation4
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0003308137 0.0004500566 -0.001012616  0.0002308577
#> Sigma[4,2] -0.0675212319 0.0215337291 -0.094804764 -0.0391951585
#> Sigma[4,3]  0.1246774498 0.0333994684  0.083837538  0.1790440252
#> Sigma[4,4]  0.0859927700 0.0229086524  0.059409863  0.1248257770
#> 
#> 
#> $AUS$A
#> $AUS$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.993546153 0.009604464  0.984939420   1.01058438
#> lag1_var2  0.014481218 0.021501986 -0.008040325   0.05201848
#> lag1_var3  0.023696606 0.034566172 -0.013531530   0.08341083
#> lag1_var4 -0.025261922 0.033910175 -0.082906214   0.01002943
#> const      0.314506655 0.083704803  0.189232895   0.41957918
#> exo1       0.004002764 0.009332847 -0.008745984   0.01723516
#> exo2      -0.042987434 0.014809947 -0.063493729  -0.02482336
#> exo3       0.023030667 0.009595535  0.013649051   0.03943078
#> 
#> $AUS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7046240 0.5996539  -1.5830127  0.009978822
#> lag1_var2  1.3758627 1.8807043  -1.0988903  3.878517729
#> lag1_var3  0.6790201 3.0721802  -3.4035788  4.760810028
#> lag1_var4 -0.4333214 2.9296446  -4.2863251  3.434770031
#> const      3.8967687 6.9683199  -3.6690043 14.103877098
#> exo1      -0.2611429 0.5516122  -1.1140062  0.253478213
#> exo2       0.8467700 0.3899439   0.3410241  1.390505121
#> exo3      -0.8329325 0.6360458  -1.6477617 -0.044317286
#> 
#> $AUS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7240182 0.4962368   0.1918429    1.4946028
#> lag1_var2  0.1531624 1.7205184  -2.2819795    2.1609466
#> lag1_var3  1.3413516 2.8196748  -2.6649338    4.7091533
#> lag1_var4 -0.6472924 2.7160641  -3.9154382    3.2424415
#> const      0.2964380 6.0435439  -8.4031960    8.2000251
#> exo1       0.1529743 0.4936303  -0.4185555    0.9333565
#> exo2      -1.2795273 0.4639520  -1.8714225   -0.5641028
#> exo3       1.0930897 0.5901225   0.3476167    1.8941802
#> 
#> $AUS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.30295303 0.2295509  0.07844146    0.6349649
#> lag1_var2  0.75909481 0.8559337 -0.76004551    1.5419404
#> lag1_var3  1.36464500 1.4071017 -1.11956433    2.6919623
#> lag1_var4 -0.50169604 1.3865957 -1.84368107    1.9490899
#> const      1.29618302 2.6291340 -2.03120011    4.8841706
#> exo1      -0.02049665 0.2502965 -0.37241119    0.3448217
#> exo2      -0.75428497 0.3749886 -1.09367092   -0.1407030
#> exo3       0.58565367 0.3106046  0.22115980    1.0330384
#> 
#> 
#> 
#> $AUT
#> $AUT$Sigma
#> $AUT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001899633 3.351106e-05 0.0001560414 0.0002451325
#> 
#> $AUT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001455215 0.001019802 -0.002481932 0.0001381005
#> Sigma[2,2]  0.203314452 0.058307745  0.131049748 0.2661851875
#> 
#> $AUT$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001058698 0.0009930433 -0.0002262202  0.002681528
#> Sigma[3,2] -0.205687291 0.0503755892 -0.2759967433 -0.146090087
#> Sigma[3,3]  0.410574982 0.0760184795  0.3275756965  0.534115059
#> 
#> $AUT$Sigma$equation4
#>                     mean           sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0001735095 0.0009715072 -0.00118472  0.001654978
#> Sigma[4,2] -0.0892087038 0.0239285177 -0.12687000 -0.063281341
#> Sigma[4,3]  0.3036056320 0.0624103823  0.22843338  0.390297124
#> Sigma[4,4]  0.2640095141 0.0560942847  0.18997842  0.340130626
#> 
#> 
#> $AUT$A
#> $AUT$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.98140988 0.005153212  0.974735488   0.98741262
#> lag1_var2  0.04621095 0.019024291  0.014996663   0.06521704
#> lag1_var3  0.05898616 0.029127972  0.010026075   0.08457236
#> lag1_var4 -0.05892446 0.028052649 -0.083820165  -0.01194886
#> const      0.45369051 0.101691676  0.321092260   0.60543659
#> exo1       0.00633450 0.010695669 -0.007036837   0.02287853
#> exo2      -0.07551556 0.006804338 -0.086755845  -0.07013903
#> exo3       0.02198981 0.014841575 -0.001794771   0.03827886
#> 
#> $AUT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2816162 0.4231652  -0.9144558    0.0885913
#> lag1_var2  0.8427933 1.0515007  -0.1087098    2.4840375
#> lag1_var3  0.7874014 1.6214934  -0.7181410    3.3531387
#> lag1_var4 -0.6323056 1.5353582  -3.0499707    0.8548921
#> const      1.3848783 5.2908001  -4.7415279    9.7524924
#> exo1      -0.7125904 0.3803835  -1.2043396   -0.2192020
#> exo2       0.3510366 0.4387877  -0.2412069    0.8582106
#> exo3       1.1327156 0.3646191   0.5879183    1.5812940
#> 
#> $AUT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8708962 0.4199324   0.2628972   1.43418445
#> lag1_var2 -0.5974940 1.2553511  -2.4402672   0.89790038
#> lag1_var3 -0.7793135 2.0435294  -3.7637272   1.65822188
#> lag1_var4  1.3974815 1.9599303  -0.9313060   4.22421157
#> const     -2.5494719 6.1669878 -10.6733542   4.67393723
#> exo1       0.4296376 0.5669327  -0.5049556   1.08951601
#> exo2      -0.8899659 0.4348084  -1.4376698  -0.21506199
#> exo3      -0.4472489 0.3822874  -0.9674232   0.06264033
#> 
#> $AUT$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.744733478 0.2849451   0.2744948    1.0181661
#> lag1_var2 -0.407705335 0.9738769  -1.4924492    1.0411816
#> lag1_var3 -0.842102653 1.5614620  -2.6480464    1.4933632
#> lag1_var4  1.563614032 1.5069780  -0.6596810    3.2909690
#> const     -3.496000841 4.5178945  -9.2958854    2.5370119
#> exo1       0.003595168 0.4573943  -0.6842579    0.5489491
#> exo2      -0.706549680 0.3024520  -1.1117448   -0.3252578
#> exo3       0.261280842 0.4176241  -0.2260902    0.9169768
#> 
#> 
#> 
#> $AZE
#> $AZE$Sigma
#> $AZE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004090726 0.001132759 0.003069792  0.005933488
#> 
#> $AZE$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0004865271 0.006443421 -0.008939872   0.00688937
#> Sigma[2,2]  0.1977946945 0.024070892  0.164057240   0.22432709
#> 
#> $AZE$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01549405 0.009850116 -0.02876767 -0.001963722
#> Sigma[3,2] -0.08118119 0.043623712 -0.14681470 -0.024186363
#> Sigma[3,3]  0.49131841 0.068508669  0.38238109  0.575491017
#> 
#> $AZE$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01609116 0.007708041 -0.02618314 -0.005166988
#> Sigma[4,2]  0.07979436 0.061353040 -0.01514809  0.164288791
#> Sigma[4,3]  0.45918620 0.074241495  0.35999066  0.564020226
#> Sigma[4,4]  0.56232360 0.113995062  0.43553312  0.737503755
#> 
#> 
#> $AZE$A
#> $AZE$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9744968384 0.02475356  0.94372900   1.01020220
#> lag1_var2  0.1635949340 0.06916441  0.06522509   0.25351768
#> lag1_var3  0.1607541893 0.09474988  0.03170863   0.28914354
#> lag1_var4 -0.1646593023 0.09064782 -0.28631869  -0.03978166
#> const      0.5721022947 0.40463990 -0.12266537   0.95569179
#> exo1       0.0057651156 0.04358237 -0.04810564   0.06251839
#> exo2      -0.0001656807 0.09044347 -0.12474310   0.11408295
#> exo3      -0.0303652393 0.05304762 -0.08798250   0.04037026
#> 
#> $AZE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05830290 0.1586231  -0.2483560    0.1855826
#> lag1_var2 -0.08602967 0.5628681  -0.9803720    0.6338785
#> lag1_var3 -1.11862028 0.7409067  -2.2815857   -0.1425322
#> lag1_var4  1.15508355 0.7196969   0.2060221    2.2796803
#> const      1.00858934 2.9364716  -3.9138156    3.7491576
#> exo1       0.11101035 0.4971052  -0.4574566    0.9255782
#> exo2       1.85676593 0.3823133   1.3092689    2.3898281
#> exo3      -0.71535959 0.4962064  -1.4482094   -0.1391009
#> 
#> $AZE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9963618 0.2240613   0.6792883    1.2995019
#> lag1_var2 -3.0021082 0.6530649  -4.0045046   -2.3134265
#> lag1_var3 -2.7978826 0.8891944  -4.1089265   -1.8330419
#> lag1_var4  3.6198930 0.8540082   2.6929487    4.8822454
#> const     -9.4059247 4.1326407 -15.7772276   -4.0875460
#> exo1      -0.1948148 0.7657416  -1.4279982    0.4973384
#> exo2      -3.7701325 0.6221185  -4.4817026   -2.7663735
#> exo3       1.2197366 0.7810547  -0.1819209    1.8480029
#> 
#> $AZE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.0419488 0.2905717   0.5697503    1.3224286
#> lag1_var2  -3.8259402 0.8160483  -4.8303531   -2.5259920
#> lag1_var3  -4.6200678 1.0858604  -5.9201019   -2.8596972
#> lag1_var4   5.4798143 1.0474400   3.7731557    6.7302777
#> const     -11.3636163 5.7102057 -19.4090070   -4.0546946
#> exo1       -0.0747162 0.7406122  -1.1670629    0.6403451
#> exo2       -2.7096120 0.8827142  -3.6343425   -1.3243186
#> exo3        0.7325429 0.7904135  -0.6060468    1.5274748
#> 
#> 
#> 
#> $BDI
#> $BDI$Sigma
#> $BDI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008163713 0.0001424597 0.0006356446  0.001035061
#> 
#> $BDI$Sigma$equation2
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001042398 0.0007600619 7.345058e-05  0.002220224
#> Sigma[2,2] 0.027661746 0.0069948403 1.914183e-02  0.038582380
#> 
#> $BDI$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.002363097 0.001450386 -0.004260693 -0.0004466028
#> Sigma[3,2] -0.047412973 0.009462012 -0.059241783 -0.0334015859
#> Sigma[3,3]  0.121065650 0.019740594  0.091089951  0.1443459912
#> 
#> $BDI$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001543861 0.000965109 -0.002938138 -0.0002837867
#> Sigma[4,2] -0.026758701 0.005189256 -0.032966746 -0.0190622064
#> Sigma[4,3]  0.086556363 0.016678253  0.062832669  0.1084502865
#> Sigma[4,4]  0.067578878 0.014996230  0.047310535  0.0888936255
#> 
#> 
#> $BDI$A
#> $BDI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.990738217 0.02260037  0.95826433  1.024598720
#> lag1_var2  0.086496953 0.08562983 -0.03334163  0.194665843
#> lag1_var3  0.105604624 0.11694776 -0.05823487  0.253733134
#> lag1_var4 -0.109591009 0.11288609 -0.25285502  0.047955011
#> const      0.535569381 0.24855478  0.25326692  0.863626142
#> exo1      -0.014062939 0.01848285 -0.04340787  0.007730352
#> exo2      -0.039738413 0.02292755 -0.06206003 -0.002226030
#> exo3       0.003437757 0.04045144 -0.04889517  0.057202338
#> 
#> $BDI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09576862 0.09109538 -0.20665151   0.03478415
#> lag1_var2  0.62156635 0.42971335  0.09720415   1.29148015
#> lag1_var3 -0.30845645 0.56168435 -0.93885051   0.61018892
#> lag1_var4  0.32697819 0.54455716 -0.56143951   0.93894843
#> const      0.79424786 1.00425684 -0.62384743   2.13924259
#> exo1      -0.45595930 0.09972128 -0.59919001  -0.33614590
#> exo2      -0.13689806 0.26698364 -0.49441835   0.23137969
#> exo3       0.07454779 0.13637061 -0.12384948   0.22655174
#> 
#> $BDI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.19410998 0.1717619 -0.01800294    0.4004217
#> lag1_var2 -0.09641801 0.6571944 -0.93882276    0.6879104
#> lag1_var3  1.13164911 0.8610488  0.09668350    2.3254107
#> lag1_var4 -0.18921027 0.8397323 -1.35071243    0.8214296
#> const      0.70659077 2.3436185 -2.54985504    3.1900376
#> exo1       0.64167250 0.2551348  0.29312204    1.0104905
#> exo2      -0.94935783 0.5460383 -1.61525028   -0.1673804
#> exo3      -0.02986822 0.4040348 -0.49813186    0.5345483
#> 
#> $BDI$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.13065603 0.1577175 -0.069101568    0.3474209
#> lag1_var2  0.05113826 0.4950476 -0.544278618    0.7779093
#> lag1_var3  0.46126644 0.6639804 -0.290438965    1.5205537
#> lag1_var4  0.51229046 0.6484347 -0.519484504    1.2519250
#> const     -0.22289546 2.0924822 -2.965451855    2.1335892
#> exo1       0.29549595 0.2046172 -0.001662147    0.5838312
#> exo2      -1.07804678 0.3691220 -1.477535245   -0.5540550
#> exo3       0.03338467 0.3289864 -0.331379927    0.4810881
#> 
#> 
#> 
#> $BEL
#> $BEL$Sigma
#> $BEL$Sigma$equation1
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002253581 5.6478e-05 0.0001442816 0.0002923867
#> 
#> $BEL$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.003165399 0.002123354 -0.006329064 -0.0005693921
#> Sigma[2,2]  0.488672327 0.150757444  0.342946618  0.7293657373
#> 
#> $BEL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004895332 0.001421737  0.003696633  0.007200497
#> Sigma[3,2] -0.236103509 0.114562387 -0.412618574 -0.121941458
#> Sigma[3,3]  0.329368070 0.102774443  0.215825480  0.483533266
#> 
#> $BEL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.003477795 0.001570709  0.001663501  0.005560054
#> Sigma[4,2] 0.021363381 0.069549215 -0.085035954  0.097844283
#> Sigma[4,3] 0.221878910 0.064810772  0.140709671  0.317532280
#> Sigma[4,4] 0.251631423 0.045172557  0.186130960  0.297583710
#> 
#> 
#> $BEL$A
#> $BEL$A$equation1
#>                  mean         sd  5% quantile  95% quantile
#> lag1_var1  0.97402202 0.01272385  0.953425164  0.9871980854
#> lag1_var2  0.02735774 0.02300101  0.003540907  0.0650876404
#> lag1_var3  0.04582731 0.04411933  0.002545465  0.1187561084
#> lag1_var4 -0.04041397 0.04031098 -0.106570331  0.0009766009
#> const      0.40253765 0.14412952  0.253384359  0.6247210869
#> exo1      -0.01380247 0.01673104 -0.033099756  0.0098072654
#> exo2      -0.06418306 0.01484470 -0.086102844 -0.0451720260
#> exo3       0.04512312 0.01978031  0.019514423  0.0712941728
#> 
#> $BEL$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.45040909 0.7088218  -0.4402879    1.5105413
#> lag1_var2  1.17910185 1.0777519  -0.2275032    2.4440111
#> lag1_var3  0.83577053 2.1508585  -1.9742916    3.2654851
#> lag1_var4 -1.06198013 1.9631804  -3.2486678    1.4249121
#> const      1.75460041 8.2797341 -11.4985586   12.0426709
#> exo1       0.02457667 0.4500767  -0.5367189    0.5640296
#> exo2       0.26320105 0.6184851  -0.5594246    1.0183204
#> exo3       0.84202144 0.7939796  -0.2979123    1.8013807
#> 
#> $BEL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.11119858 0.6746244  -1.1116430   0.79618492
#> lag1_var2  0.05412351 1.1453420  -1.1506313   1.98305602
#> lag1_var3  0.96702809 2.1703333  -1.2162122   4.64179709
#> lag1_var4  0.06232140 1.9602122  -3.2907583   1.97126823
#> const      1.04915519 7.3843161  -7.9165263  11.83754587
#> exo1       0.09861037 0.4644427  -0.5831911   0.66257132
#> exo2      -0.62304445 0.5473168  -1.4627229   0.01295177
#> exo3       0.04419946 0.4719653  -0.4609730   0.72224712
#> 
#> $BEL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.12994001 0.4595628 -0.47949037    0.7711838
#> lag1_var2  0.40518091 0.9865175 -0.90540179    1.7670488
#> lag1_var3  0.89768244 1.9035021 -1.74015491    3.4599634
#> lag1_var4  0.04103063 1.7311864 -2.28638280    2.4621853
#> const      0.38268650 4.6463790 -5.61966054    6.9531960
#> exo1       0.11419402 0.3683008 -0.37971424    0.6282329
#> exo2      -0.51449120 0.5560559 -1.11080752    0.4461259
#> exo3       0.52193458 0.4989308  0.04501415    1.3951344
#> 
#> 
#> 
#> $BEN
#> $BEN$Sigma
#> $BEN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002309872 2.438491e-05 0.0001935223 0.0002609784
#> 
#> $BEN$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001303087 0.0005370793 -0.001950052 -0.0004905606
#> Sigma[2,2]  0.071413233 0.0074874090  0.061324214  0.0814484507
#> 
#> $BEN$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001318358 0.001737168 -0.0007126193  0.004117619
#> Sigma[3,2] -0.049210498 0.025747395 -0.0820715777 -0.013395401
#> Sigma[3,3]  0.261300570 0.074328758  0.1612757909  0.373291229
#> 
#> $BEN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0004205423 0.001685718 -0.001585901  0.003019429
#> Sigma[4,2] 0.0016461408 0.026399908 -0.030854586  0.039052086
#> Sigma[4,3] 0.2314998615 0.066183802  0.134661339  0.325810572
#> Sigma[4,4] 0.2381378614 0.060886994  0.145117178  0.312608221
#> 
#> 
#> $BEN$A
#> $BEN$A$equation1
#>                  mean          sd   5% quantile 95% quantile
#> lag1_var1  0.98542274 0.009920507  0.9696390671  0.997560996
#> lag1_var2  0.06601100 0.050577283 -0.0001960322  0.138297093
#> lag1_var3  0.08525384 0.069289429 -0.0095487183  0.179860335
#> lag1_var4 -0.08664426 0.068878103 -0.1806153486  0.007776464
#> const      0.46511376 0.200969426  0.1929713629  0.761016381
#> exo1       0.01029664 0.013481963 -0.0092603223  0.028291612
#> exo2      -0.01977593 0.020615795 -0.0496719873  0.006350632
#> exo3       0.01079563 0.018776126 -0.0179906483  0.031935487
#> 
#> $BEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2509596 0.1203112  0.07922903    0.4195127
#> lag1_var2 -0.8312823 0.8503746 -1.79615304    0.4995340
#> lag1_var3 -2.2267760 1.2144855 -3.67999375   -0.3775982
#> lag1_var4  2.2185777 1.2082282  0.38099317    3.6714575
#> const     -4.7821061 2.5752662 -7.98167171   -1.0798950
#> exo1      -0.1088073 0.2810322 -0.54107717    0.1962947
#> exo2       0.1057855 0.3030669 -0.27055638    0.5434278
#> exo3       0.2422635 0.2045334  0.01533600    0.5470702
#> 
#> $BEN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.51643018 0.3058234  -0.8987208  -0.08938737
#> lag1_var2  2.48212512 1.4347405   0.5740910   4.73559633
#> lag1_var3  5.52397028 1.9686632   2.8788808   8.56143673
#> lag1_var4 -4.53964166 1.9682027  -7.5900918  -1.90901288
#> const     13.49578843 6.8896858   4.8466406  22.94197642
#> exo1      -0.02123885 0.2755858  -0.3323023   0.39707546
#> exo2      -0.60964707 0.5445001  -1.3199092   0.22770283
#> exo3      -0.76322974 0.5632826  -1.5410270  -0.03142548
#> 
#> $BEN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3232571 0.2876483  -0.6401756   0.10198015
#> lag1_var2  1.6754570 1.1864054   0.4134478   3.67628920
#> lag1_var3  3.6658000 1.6728643   1.8636252   6.40129344
#> lag1_var4 -2.6761565 1.6774984  -5.4232900  -0.86216882
#> const      8.9894352 6.5404580   0.3215146  16.62370341
#> exo1      -0.1060597 0.3799413  -0.5756355   0.46457640
#> exo2      -0.5526217 0.4828322  -1.0430133   0.13869838
#> exo3      -0.6134352 0.5035798  -1.2981607   0.02792888
#> 
#> 
#> 
#> $BFA
#> $BFA$Sigma
#> $BFA$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0004643837 8.040662e-05 0.000342048 0.0005658526
#> 
#> $BFA$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001232851 0.0004411647 -0.001727606 -0.0005459723
#> Sigma[2,2]  0.035506117 0.0100488791  0.027161917  0.0517795120
#> 
#> $BFA$Sigma$equation3
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0002096107 0.0008193076 -0.001113598  0.001123748
#> Sigma[3,2] -0.0180489922 0.0073446819 -0.029982256 -0.009910555
#> Sigma[3,3]  0.0638939815 0.0220583604  0.042043154  0.098773834
#> 
#> $BFA$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0009989787 0.0008056437 -0.001888887 0.0003054537
#> Sigma[4,2]  0.0073417951 0.0077260817 -0.003326166 0.0194265824
#> Sigma[4,3]  0.0499387688 0.0178203117  0.030154564 0.0775325682
#> Sigma[4,4]  0.0544047031 0.0139597765  0.040156378 0.0776995182
#> 
#> 
#> $BFA$A
#> $BFA$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.994268453 0.01279469  0.979011664  1.011466156
#> lag1_var2 -0.007043684 0.03496615 -0.059282545  0.030001028
#> lag1_var3  0.002219029 0.04449770 -0.065397932  0.050147724
#> lag1_var4 -0.003704093 0.04339957 -0.050259680  0.062195396
#> const      0.318295277 0.21805489 -0.013966807  0.593133286
#> exo1       0.001281818 0.01437075 -0.019369599  0.018028435
#> exo2      -0.024809932 0.01878325 -0.049869209 -0.001520458
#> exo3       0.022991637 0.01336300  0.007324026  0.040795349
#> 
#> $BFA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.13549772 0.1061020 -0.01489188    0.2816925
#> lag1_var2  0.58643762 0.4861146  0.01895257    1.2724050
#> lag1_var3 -0.17454687 0.6911583 -0.98407717    0.7709249
#> lag1_var4  0.13726574 0.6821212 -0.78603864    0.9352756
#> const      0.75229209 1.8600102 -1.68368249    3.2656875
#> exo1       0.03265383 0.1135003 -0.10931810    0.1728711
#> exo2       0.17931643 0.1532938 -0.04780320    0.3679140
#> exo3       0.01327522 0.2099240 -0.22854306    0.3183684
#> 
#> $BFA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5002078 0.1201508  -0.6634821  -0.31718753
#> lag1_var2  1.8988070 0.4810559   1.1360283   2.45584229
#> lag1_var3  3.0933354 0.7978431   1.8701301   4.07604979
#> lag1_var4 -2.0366474 0.7936091  -3.0160698  -0.82772140
#> const      5.1725091 2.8900059   1.8438590   9.58763640
#> exo1      -0.1447453 0.2496829  -0.5067663   0.14238737
#> exo2      -0.3147305 0.2303967  -0.6442422  -0.05025538
#> exo3       0.4189448 0.2144920   0.1078284   0.66847591
#> 
#> $BFA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3781639 0.1419484  -0.5579052  -0.15930921
#> lag1_var2  1.9386188 0.5691997   1.0375425   2.58875781
#> lag1_var3  2.4562717 0.8351890   0.9905748   3.18480573
#> lag1_var4 -1.4099477 0.8217695  -2.1434031   0.03563523
#> const      3.9743309 2.4425395   0.9756277   7.56192791
#> exo1      -0.1094309 0.2691998  -0.4758103   0.22440754
#> exo2      -0.2374343 0.2180416  -0.4724661   0.06891652
#> exo3       0.4404481 0.1855039   0.1306571   0.60615520
#> 
#> 
#> 
#> $BGD
#> $BGD$Sigma
#> $BGD$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000119118 2.926949e-05 7.842922e-05 0.0001524273
#> 
#> $BGD$Sigma$equation2
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0000622529 0.0005483802 -0.0007246676 0.0007944695
#> Sigma[2,2] 0.1118172265 0.0237420265  0.0801906916 0.1415506805
#> 
#> $BGD$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  5.939791e-06 0.001132604 -0.001193578  0.001601137
#> Sigma[3,2] -6.285072e-02 0.030715928 -0.106232487 -0.018321059
#> Sigma[3,3]  1.766066e-01 0.046828245  0.117917230  0.236393455
#> 
#> $BGD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 3.945656e-05 0.001390453 -0.001481812  0.002107329
#> Sigma[4,2] 1.880219e-03 0.028072838 -0.032485133  0.045982811
#> Sigma[4,3] 1.467651e-01 0.043483061  0.093257181  0.212882025
#> Sigma[4,4] 1.547286e-01 0.048089772  0.095429224  0.225342126
#> 
#> 
#> $BGD$A
#> $BGD$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  1.007152074 0.009618247  0.993765029   1.02072672
#> lag1_var2 -0.015055572 0.032990674 -0.067073678   0.02407361
#> lag1_var3 -0.031292589 0.051122446 -0.113696421   0.02673449
#> lag1_var4  0.025757662 0.049518215 -0.030415236   0.10616830
#> const      0.181923751 0.139072603  0.006293363   0.38245505
#> exo1       0.002561885 0.007160688 -0.008106844   0.01024624
#> exo2      -0.025089624 0.017059395 -0.040744106   0.00146565
#> exo3       0.002945860 0.013717224 -0.014733063   0.02164839
#> 
#> $BGD$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.35546897 0.2011958  0.13342536   0.67458499
#> lag1_var2 -0.01292675 0.6441971 -0.93143359   0.73178867
#> lag1_var3 -1.19206581 1.0549853 -2.75761676   0.00828265
#> lag1_var4  1.10471193 1.0398513 -0.06017066   2.68773329
#> const     -2.71663178 2.9266833 -7.06924091   1.43196057
#> exo1       0.32885788 0.3314934 -0.16010375   0.73142943
#> exo2       1.12667319 0.3711873  0.61405457   1.64979192
#> exo3       0.11887849 0.3982024 -0.40179469   0.66578270
#> 
#> $BGD$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03300146 0.2599297 -0.35645524    0.3770381
#> lag1_var2  1.38394045 1.0787171 -0.30563992    2.8211758
#> lag1_var3  3.20740919 1.6513562  0.67231692    5.4536900
#> lag1_var4 -2.30772473 1.6385326 -4.53110790    0.2129225
#> const      6.24703284 5.6662666 -2.48137196   12.8627704
#> exo1      -0.27779434 0.4537853 -0.74131164    0.3965894
#> exo2      -1.14797031 0.4601205 -1.80416918   -0.5679370
#> exo3       0.61355530 0.4506672  0.07530987    1.3323744
#> 
#> $BGD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.18012149 0.2251178 -0.13914317   0.47660367
#> lag1_var2  1.17584066 1.0447692 -0.22055962   2.59670708
#> lag1_var3  2.17293997 1.6454318  0.05643817   4.49120381
#> lag1_var4 -1.30450134 1.6541813 -3.64942785   0.83267938
#> const      3.37374988 5.7224579 -4.79179879  10.31232230
#> exo1      -0.09298255 0.3463284 -0.48317304   0.43102650
#> exo2      -0.51676321 0.4229711 -1.02911250   0.06107141
#> exo3       0.71877691 0.3917526  0.19255956   1.26692828
#> 
#> 
#> 
#> $BGR
#> $BGR$Sigma
#> $BGR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001773588 0.0002587202  0.00144912  0.002168081
#> 
#> $BGR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03705336 0.01562591  -0.0562894  -0.01347278
#> Sigma[2,2]  3.71692000 1.01056727   2.6164533   5.12578911
#> 
#> $BGR$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02246533 0.008955551  0.01014684    0.0334994
#> Sigma[3,2] -1.85503155 0.532692703 -2.65204018   -1.3386944
#> Sigma[3,3]  1.39651833 0.310338475  1.03340702    1.8678862
#> 
#> $BGR$Sigma$equation4
#>                 mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.0027546 0.002470011 -0.0003053308  0.006389883
#> Sigma[4,2] 0.1638014 0.243016813 -0.0998185462  0.592787319
#> Sigma[4,3] 0.4379088 0.144402873  0.2493799383  0.619729819
#> Sigma[4,4] 0.5843682 0.125325689  0.4085345516  0.732992781
#> 
#> 
#> $BGR$A
#> $BGR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.009439104 0.03289290  0.96322414   1.05325160
#> lag1_var2  0.008944697 0.04280114 -0.05340759   0.06112926
#> lag1_var3  0.018250307 0.08191812 -0.10050932   0.11644149
#> lag1_var4 -0.024660636 0.07185256 -0.10715083   0.07990295
#> const      0.136624987 0.31412668 -0.18816145   0.66661423
#> exo1       0.038766498 0.05078364 -0.01340526   0.11970745
#> exo2      -0.049689933 0.07611567 -0.16426947   0.04421748
#> exo3       0.048768748 0.03770537 -0.00828129   0.09369175
#> 
#> $BGR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.5032410  1.215926  -3.3903554  -0.08208827
#> lag1_var2  2.5467077  1.547209   0.6896108   4.78736491
#> lag1_var3  3.1231442  2.973194  -0.5736784   7.43888656
#> lag1_var4 -2.6981584  2.600594  -6.4093201   0.46802369
#> const     15.0748347 15.062245  -2.5765967  38.95261795
#> exo1      -1.4172145  1.282011  -3.0454589   0.38183024
#> exo2       0.2380689  2.262039  -2.3938225   3.50283715
#> exo3      -1.0190438  1.145235  -2.5784361   0.51131905
#> 
#> $BGR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.80247716 0.8587539   0.5293215   3.03874774
#> lag1_var2 -1.95592918 0.9764331  -3.1490292  -0.58282696
#> lag1_var3 -2.64714461 1.8675073  -4.9894904  -0.03478284
#> lag1_var4  3.00372824 1.6494460   0.6916332   4.99300737
#> const     -9.38768160 8.5164003 -21.2258005   2.69726268
#> exo1       1.13406498 0.9711092  -0.4324315   2.38446548
#> exo2      -0.93300664 1.4919464  -2.9620863   0.69629726
#> exo3      -0.02518509 0.9856576  -0.8654763   1.52764077
#> 
#> $BGR$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.1128869 0.7591698   0.01604188    1.9778763
#> lag1_var2 -1.0862854 0.9298897  -2.27252705    0.2386283
#> lag1_var3 -1.8883146 1.7699520  -4.16914867    0.6229622
#> lag1_var4  2.4594974 1.5112285   0.30324769    4.4288287
#> const     -3.3997934 7.0507915 -12.11665338    6.8687532
#> exo1       0.4159632 0.6354079  -0.54139360    1.2970686
#> exo2      -0.8388977 0.9839894  -1.97699812    0.5548213
#> exo3      -0.6328262 1.0076702  -1.89325758    1.0068496
#> 
#> 
#> 
#> $BHR
#> $BHR$Sigma
#> $BHR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004401532 0.0001133397 0.0003399065 0.0006248925
#> 
#> $BHR$Sigma$equation2
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0008277769 0.000384102 -0.001445355 -0.0004639227
#> Sigma[2,2]  0.0053482016 0.001099282  0.004044356  0.0068737194
#> 
#> $BHR$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0003643828 0.001334766 -0.001663209  0.002054304
#> Sigma[3,2] -0.0019001697 0.005140540 -0.007991634  0.004833385
#> Sigma[3,3]  0.1226436163 0.021414774  0.095976447  0.151180919
#> 
#> $BHR$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1] -0.000167716 0.00141043 -0.002382674  0.001457927
#> Sigma[4,2]  0.001642231 0.00523060 -0.004575395  0.008730345
#> Sigma[4,3]  0.121507889 0.02140909  0.095893727  0.151998257
#> Sigma[4,4]  0.122826294 0.02200650  0.098384791  0.155302513
#> 
#> 
#> $BHR$A
#> $BHR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97444959 0.02242514  0.94535733   1.00801922
#> lag1_var2  0.07924687 0.06823205 -0.02021682   0.14345521
#> lag1_var3  0.10042404 0.08949048 -0.03985875   0.18476095
#> lag1_var4 -0.09798511 0.08582051 -0.17951664   0.03663250
#> const      0.47265174 0.24335840  0.14563383   0.82134632
#> exo1       0.01505182 0.02202100 -0.01041942   0.04917863
#> exo2      -0.08724101 0.02099975 -0.11762948  -0.05843210
#> exo3      -0.01892910 0.02413691 -0.04989320   0.01590103
#> 
#> $BHR$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.03495809 0.07856117 -0.064092880   0.14734457
#> lag1_var2  0.26704563 0.23276716 -0.053661338   0.58446982
#> lag1_var3 -0.38000666 0.35901882 -0.861093935   0.13949527
#> lag1_var4  0.37477967 0.34418872 -0.129008650   0.83557555
#> const      0.05616078 0.76502434 -0.984867869   1.03407311
#> exo1      -0.01821048 0.06110630 -0.090610528   0.07698877
#> exo2       0.57799846 0.04975291  0.513971769   0.65051445
#> exo3       0.07309786 0.07101245 -0.009135399   0.18965826
#> 
#> $BHR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01458353 0.2128709  -0.2685898    0.2579023
#> lag1_var2  0.36662363 1.1874251  -1.0407544    2.2453779
#> lag1_var3  1.13627112 1.7797970  -0.9798607    3.7293590
#> lag1_var4 -0.14479409 1.7390254  -2.6866464    1.9109045
#> const      0.85564234 1.7815894  -1.5097815    2.9200153
#> exo1       0.58673185 0.3268871   0.1677108    0.9643263
#> exo2      -1.61110767 0.2550369  -1.9817745   -1.3004285
#> exo3       0.09386885 0.2798742  -0.2315905    0.4877745
#> 
#> $BHR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04599391 0.1957233  -0.1912744    0.3238786
#> lag1_var2  0.35195097 1.1826004  -1.1071401    2.1156511
#> lag1_var3  0.59874184 1.8338011  -1.6709108    3.0719394
#> lag1_var4  0.39338717 1.7931383  -2.0350817    2.5979611
#> const     -0.25079874 1.6976593  -2.6508028    2.0919168
#> exo1       0.57363065 0.3395730   0.1255494    0.9672804
#> exo2      -1.21650051 0.2593960  -1.5899375   -0.8985336
#> exo3       0.14175501 0.2993648  -0.1914087    0.5836486
#> 
#> 
#> 
#> $BHS
#> $BHS$Sigma
#> $BHS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009424677 0.0002752764 0.0006179619  0.001393784
#> 
#> $BHS$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03063976 0.008145276 -0.04207764  -0.01880542
#> Sigma[2,2]  2.59162349 0.467831123  1.89726546   3.21553181
#> 
#> $BHS$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02743276 0.007948956  0.01628351   0.03935448
#> Sigma[3,2] -2.02706781 0.416126763 -2.56902712  -1.39018574
#> Sigma[3,3]  1.66125915 0.372838949  1.08755463   2.13222122
#> 
#> $BHS$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005406562 0.002439111  0.002758943   0.00951468
#> Sigma[4,2] -0.121319018 0.112208634 -0.281916938   0.01790828
#> Sigma[4,3]  0.179481552 0.103935410  0.065369445   0.33692803
#> Sigma[4,4]  0.100492156 0.034873278  0.072493457   0.16514078
#> 
#> 
#> $BHS$A
#> $BHS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98193092 0.01918598  0.96099445   1.01163119
#> lag1_var2  0.07465073 0.04270192  0.01732850   0.13015223
#> lag1_var3  0.10458549 0.05780993  0.02817743   0.17967001
#> lag1_var4 -0.10614866 0.05468787 -0.17963820  -0.03439289
#> const      0.58589955 0.24301015  0.26539410   0.90046601
#> exo1      -0.04116996 0.01978380 -0.07300053  -0.01994792
#> exo2      -0.27668221 0.02034594 -0.30209259  -0.24637794
#> exo3       0.04888189 0.03616170 -0.01006366   0.08346790
#> 
#> $BHS$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.04077511  1.4772094  -2.6284242    1.2345567
#> lag1_var2  0.23111410  2.8738058  -2.6909848    4.8152717
#> lag1_var3 -0.74529648  3.9292459  -4.8547736    5.5363151
#> lag1_var4  0.71936747  3.6651321  -4.9366109    4.6164187
#> const      3.17219225 13.5626504 -10.7343519   26.1117075
#> exo1      -0.03131740  0.7720358  -1.0074064    0.9879176
#> exo2       2.66325991  1.5072182   0.2269798    4.2860789
#> exo3      -0.40456935  2.2688885  -2.5956491    3.4650430
#> 
#> $BHS$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.4875827  1.2187442  -1.4719137    1.7078559
#> lag1_var2  2.0894546  2.3261454  -1.6571017    4.2902215
#> lag1_var3  3.6244091  3.1826156  -1.5056063    6.6976735
#> lag1_var4 -2.5581464  2.9747826  -5.6045130    2.0410169
#> const      4.9842558 11.3788154 -12.7221319   18.6804507
#> exo1      -0.2123760  0.5534206  -0.8659645    0.6035501
#> exo2      -6.2514327  1.1925768  -7.6061986   -4.3625582
#> exo3       0.6455328  1.7846479  -2.3240027    2.6219960
#> 
#> $BHS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5148006 0.1919014  -0.7655401   -0.2235490
#> lag1_var2  1.9916051 0.3798478   1.5492245    2.5546603
#> lag1_var3  2.7137175 0.5183744   2.1043854    3.4943701
#> lag1_var4 -1.6300615 0.4856156  -2.3829096   -1.0599478
#> const      5.9957508 2.7682416   2.9327252   10.1805376
#> exo1      -0.2509050 0.2494348  -0.5727021    0.1278255
#> exo2      -4.9302972 0.3459713  -5.3644572   -4.4251034
#> exo3       0.3681520 0.3547277  -0.1767650    0.7799684
#> 
#> 
#> 
#> $BIH
#> $BIH$Sigma
#> $BIH$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01467364 0.003609651  0.01073028   0.01962429
#> 
#> $BIH$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03109331 0.02528237 -0.06655175  0.004957448
#> Sigma[2,2]  1.74111884 0.36975165  1.34868769  2.332127510
#> 
#> $BIH$Sigma$equation3
#>                   mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.01715493 0.01464823 -0.0004331478    0.0388470
#> Sigma[3,2] -0.82521090 0.15294785 -1.0355469989   -0.6231677
#> Sigma[3,3]  0.47159664 0.07232821  0.3725830505    0.5588087
#> 
#> $BIH$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00344039 0.009214697 -0.008276799   0.01759386
#> Sigma[4,2] -0.03754225 0.071081308 -0.135313084   0.04796717
#> Sigma[4,3]  0.12017222 0.045046314  0.076246543   0.19054773
#> Sigma[4,4]  0.13403289 0.030349367  0.096272488   0.17566375
#> 
#> 
#> $BIH$A
#> $BIH$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.973600555 0.06615072  0.86155074   1.03545506
#> lag1_var2  0.022578348 0.05254873 -0.04919454   0.09733758
#> lag1_var3  0.056324221 0.10695160 -0.09578727   0.20472446
#> lag1_var4 -0.066352184 0.07554007 -0.17070937   0.03976024
#> const      1.188851479 0.91477743  0.27687438   2.73001361
#> exo1      -0.007913196 0.16390694 -0.22867816   0.19590779
#> exo2      -0.071939733 0.11840412 -0.22394751   0.08740346
#> exo3       0.032458500 0.14136708 -0.14634886   0.22269871
#> 
#> $BIH$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7457931 0.8668972  -2.0557887    0.2970700
#> lag1_var2  2.0325527 0.7861538   1.2411552    3.3308118
#> lag1_var3  2.2590667 1.6768285   0.6262461    5.0242703
#> lag1_var4 -2.0648397 1.2646249  -4.0536256   -0.9053445
#> const      7.6957657 7.6779978  -3.5965518   17.4116558
#> exo1      -3.9221952 1.0896106  -5.7654580   -2.7063913
#> exo2       1.8891070 0.8995454   0.2500642    2.6842359
#> exo3       0.7798123 1.3777419  -1.2183549    2.3232229
#> 
#> $BIH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8222453 0.4153109   0.2925516    1.4683083
#> lag1_var2 -0.7615911 0.4518038  -1.4593060   -0.2744247
#> lag1_var3 -0.6071654 0.9695671  -2.0803436    0.4129374
#> lag1_var4  1.2991330 0.7497047   0.5304729    2.3830230
#> const     -3.9653352 4.4492587  -8.6778227    3.4223578
#> exo1       2.2314926 0.5922743   1.4541257    3.0597764
#> exo2      -1.5049830 0.5433275  -2.2273290   -0.7371080
#> exo3       1.5480826 0.7780329   0.4000773    2.6079679
#> 
#> $BIH$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5492774 0.1916511   0.2402387   0.73699219
#> lag1_var2 -0.2412603 0.1967232  -0.4715436   0.01488701
#> lag1_var3 -0.4806157 0.4221608  -0.9918168   0.08521062
#> lag1_var4  1.2688521 0.3312770   0.8238203   1.67668071
#> const     -2.5095807 2.9668279  -6.8626124   1.41756310
#> exo1       0.6377221 0.3127912   0.2409019   1.10354043
#> exo2      -0.6865294 0.3573686  -1.2047131  -0.26488134
#> exo3       2.2887834 0.4878202   1.5353921   2.85852317
#> 
#> 
#> 
#> $BLR
#> $BLR$Sigma
#> $BLR$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00249038 0.000740607 0.001443671   0.00350854
#> 
#> $BLR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05523412 0.01685846 -0.07111869  -0.02907427
#> Sigma[2,2]  4.37258101 0.84980095  3.11309648   5.52200371
#> 
#> $BLR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03474002 0.00993601  0.01815957   0.04439792
#> Sigma[3,2] -2.59532908 0.51895320 -3.28356482  -1.81294639
#> Sigma[3,3]  1.57809177 0.32374880  1.08854557   2.00388328
#> 
#> $BLR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002396674 0.002049381 -0.0000418253   0.00565635
#> Sigma[4,2] -0.009588367 0.056535035 -0.0788805225   0.07470049
#> Sigma[4,3]  0.047979150 0.035231779 -0.0074976852   0.09068711
#> Sigma[4,4]  0.047871178 0.017069017  0.0292798632   0.07673111
#> 
#> 
#> $BLR$A
#> $BLR$A$equation1
#>                   mean         sd   5% quantile 95% quantile
#> lag1_var1  1.027768378 0.03709510  0.9791865294   1.07893856
#> lag1_var2 -0.154536662 0.04600377 -0.2125230879  -0.09428136
#> lag1_var3 -0.276059870 0.08082847 -0.3769040013  -0.17248976
#> lag1_var4  0.265075813 0.07832854  0.1671436051   0.36889524
#> const     -0.092155648 0.38516158 -0.7252629367   0.30112185
#> exo1       0.047629370 0.02446846  0.0148156982   0.08389729
#> exo2       0.009406094 0.06047268 -0.0720555709   0.08765214
#> exo3       0.042598899 0.03257710 -0.0004965184   0.08941376
#> 
#> $BLR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8207557  1.295460   -2.655581    0.5927681
#> lag1_var2  4.7922629  2.519521    1.546865    8.2396683
#> lag1_var3  6.9150944  4.342124    1.346082   12.8925612
#> lag1_var4 -6.8698219  4.113966  -12.511083   -1.5957973
#> const     20.8699984 11.740939    3.609722   33.9980625
#> exo1      -0.4412019  1.927666   -2.590973    2.5004192
#> exo2      -0.6337691  1.920095   -2.576485    2.0513933
#> exo3      -0.9827979  1.636556   -2.630070    1.5754341
#> 
#> $BLR$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   0.9532149 0.8274769  -0.06782595     2.068819
#> lag1_var2  -3.3017538 1.4777392  -5.44395353    -1.525284
#> lag1_var3  -4.8797071 2.5393040  -8.57910773    -1.845735
#> lag1_var4   5.6900338 2.4109918   2.79707758     9.192301
#> const     -13.7730804 7.7524846 -21.78300590    -1.498087
#> exo1        0.3515013 1.1603037  -1.34218911     1.641993
#> exo2        0.1803232 1.0786800  -1.37459926     1.276517
#> exo3        0.8420759 0.9981519  -0.71497848     1.884305
#> 
#> $BLR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.56209516 0.2036962   0.2930955   0.83412158
#> lag1_var2 -0.92076309 0.2552318  -1.2254241  -0.54711584
#> lag1_var3 -1.55475740 0.4362292  -2.0663864  -0.90777767
#> lag1_var4  2.38742886 0.3969116   1.8015559   2.85576190
#> const     -3.40813684 2.2496295  -6.6104553  -0.79976559
#> exo1       0.09129425 0.1861232  -0.1097617   0.39024664
#> exo2      -0.21255838 0.1460488  -0.4278526  -0.01251567
#> exo3       0.25253998 0.2152424  -0.1063479   0.50729869
#> 
#> 
#> 
#> $BLZ
#> $BLZ$Sigma
#> $BLZ$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001044182 0.0003152631 0.0007818885  0.001593945
#> 
#> $BLZ$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008990221 0.003024417  -0.0133461 -0.005250892
#> Sigma[2,2]  0.651221438 0.138219322   0.4926335  0.860180815
#> 
#> $BLZ$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005903988 0.002933499  0.002165135   0.01007207
#> Sigma[3,2] -0.448726794 0.124582212 -0.628396613  -0.29746567
#> Sigma[3,3]  0.389723692 0.108250862  0.268968965   0.55597771
#> 
#> $BLZ$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0008379681 0.001740614 -0.001774972  0.003073029
#> Sigma[4,2] -0.0649134509 0.053878463 -0.139013024  0.005846618
#> Sigma[4,3]  0.1318843229 0.040720332  0.095733789  0.198382445
#> Sigma[4,4]  0.1013973369 0.023942612  0.075327065  0.138889386
#> 
#> 
#> $BLZ$A
#> $BLZ$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.99573039 0.03841557  0.951424314   1.05427202
#> lag1_var2 -0.01667201 0.04917058 -0.088058143   0.04236980
#> lag1_var3 -0.04260293 0.08580095 -0.167997611   0.05491303
#> lag1_var4  0.03857721 0.07453528 -0.044194741   0.14483164
#> const      0.28580286 0.20129097  0.005479492   0.56285931
#> exo1      -0.03324119 0.01783788 -0.059557657  -0.01048892
#> exo2      -0.17852701 0.04001563 -0.250172059  -0.14187354
#> exo3       0.11371420 0.03760437  0.065844345   0.17010253
#> 
#> $BLZ$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5373939 1.0426273  -2.0156510    0.8101869
#> lag1_var2  2.5183033 1.5927282   0.7768020    4.9233439
#> lag1_var3  3.0883912 2.7165391   0.2307496    7.2172930
#> lag1_var4 -2.9690901 2.4117023  -6.6266464   -0.4871320
#> const      7.3763947 7.7656613  -2.5212299   18.2334083
#> exo1      -0.1211064 0.5139924  -0.9036432    0.5057407
#> exo2       2.6157991 0.9846609   1.4232651    3.9463810
#> exo3       0.1658791 0.8573735  -0.9369852    1.4107015
#> 
#> $BLZ$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.70780873 0.9508437  -0.4631202    2.0869337
#> lag1_var2 -1.28890235 1.4994570  -3.6684827    0.4135018
#> lag1_var3 -1.58243205 2.5545365  -5.6757877    1.2603323
#> lag1_var4  2.38213288 2.2724482  -0.1179135    6.0280261
#> const     -5.07081442 5.3285279 -13.6460768    1.1177307
#> exo1       0.04652436 0.5064224  -0.5819209    0.8016801
#> exo2      -3.58366094 0.6746398  -4.6335043   -2.7132262
#> exo3      -0.22326627 0.6678978  -1.2455320    0.5432948
#> 
#> $BLZ$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.41969083 0.4867268 -0.23904680    1.0831549
#> lag1_var2 -0.20254556 0.6878792 -1.23558686    0.7201597
#> lag1_var3 -0.45555957 1.1800308 -2.23846605    1.1054180
#> lag1_var4  1.34892719 1.0404991 -0.01275656    2.9456730
#> const     -2.77799635 2.4959797 -5.93824967    0.8467674
#> exo1      -0.02863759 0.2979675 -0.38328321    0.3792734
#> exo2      -2.19877620 0.3040198 -2.69486807   -1.9128443
#> exo3      -0.13964488 0.3165887 -0.59792872    0.2580781
#> 
#> 
#> 
#> $BOL
#> $BOL$Sigma
#> $BOL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002164376 5.926778e-05 0.0001495031 0.0003059747
#> 
#> $BOL$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.001840811 0.001455543 -0.00401275 -0.0004057032
#> Sigma[2,2]  0.125435894 0.034587315  0.09165687  0.1748585071
#> 
#> $BOL$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.0007392106 0.006877032 -0.01072958  0.009664368
#> Sigma[3,2] -0.2507405453 0.094755556 -0.39507539 -0.151617885
#> Sigma[3,3]  3.4614584595 1.004353215  2.26646995  4.977815600
#> 
#> $BOL$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.002104279 0.006552642 -0.01214906  0.007287928
#> Sigma[4,2] -0.167758441 0.094713805 -0.31570370 -0.079593841
#> Sigma[4,3]  3.384910862 0.990461105  2.19601276  4.857328893
#> Sigma[4,4]  3.366039198 0.981972172  2.17147726  4.789294576
#> 
#> 
#> $BOL$A
#> $BOL$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  1.00360239 0.006539791  0.996658636   1.01335711
#> lag1_var2 -0.01864594 0.022323784 -0.039232042   0.01908007
#> lag1_var3 -0.02193430 0.033464795 -0.052966206   0.03328944
#> lag1_var4  0.01822500 0.032619842 -0.034847648   0.04939677
#> const      0.22053416 0.119236789  0.059562562   0.37607895
#> exo1       0.02054936 0.018057760 -0.003313341   0.04658138
#> exo2      -0.12448103 0.016192020 -0.150243858  -0.10630588
#> exo3       0.02995038 0.014182429  0.009321443   0.04739035
#> 
#> $BOL$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.26896429 0.1711351 -0.003715051    0.4780571
#> lag1_var2  0.07571465 0.6566853 -0.576524084    1.1473990
#> lag1_var3 -0.54894774 0.9350158 -1.450960242    0.9863992
#> lag1_var4  0.47852058 0.9200703 -1.038202579    1.3431040
#> const      0.02860605 3.0881209 -5.011453476    3.6098641
#> exo1       0.03336503 0.3154020 -0.410065923    0.4254117
#> exo2       4.30457178 0.3141022  3.855178395    4.6887170
#> exo3      -0.07009025 0.2677975 -0.451199746    0.3105431
#> 
#> $BOL$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.86780872  0.698610   0.07420996    1.9166987
#> lag1_var2  1.28131962  2.652658  -2.91266819    3.9961917
#> lag1_var3  1.55267440  3.090898  -3.19741994    5.0092545
#> lag1_var4 -0.87883187  3.024070  -4.19673155    3.7723054
#> const      0.14478931 10.312222 -15.64281364   10.4899030
#> exo1       0.02875197  1.490490  -1.97752654    1.7175022
#> exo2      -3.60840698  1.939325  -5.97994020   -0.6434220
#> exo3      -4.23161183  3.239037  -8.75595145    0.2288764
#> 
#> $BOL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.09253666 0.6756483   0.2266087  2.050511597
#> lag1_var2  1.09245595 2.5860407  -3.0939129  3.631186097
#> lag1_var3  0.79734337 3.0660594  -4.0709759  4.159127515
#> lag1_var4 -0.16484243 3.0164481  -3.5334808  4.609458515
#> const     -1.29583402 9.5417544 -16.2103343  7.375442979
#> exo1       0.04266625 1.5128562  -2.0272124  1.793728059
#> exo2      -0.63583237 1.8350158  -2.8624666  2.223744342
#> exo3      -4.45476608 3.2312597  -8.9736078 -0.006453424
#> 
#> 
#> 
#> $BRA
#> $BRA$Sigma
#> $BRA$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005157466 0.000117946 0.0003584085 0.0006724389
#> 
#> $BRA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01587818 0.004298754 -0.02166427 -0.009521488
#> Sigma[2,2]  1.20467413 0.307567115  0.80716239  1.633602868
#> 
#> $BRA$Sigma$equation3
#>                    mean        sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008339302 0.0028979  0.004353801   0.01252303
#> Sigma[3,2] -0.699393845 0.1943459 -0.955891456  -0.44359142
#> Sigma[3,3]  0.636123087 0.1736412  0.447188345   0.89159292
#> 
#> $BRA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001998143 0.002079636 -0.004488375  0.001058005
#> Sigma[4,2]  0.073563957 0.108164997 -0.110632298  0.182380784
#> Sigma[4,3]  0.210575041 0.082077779  0.123698729  0.348117503
#> Sigma[4,4]  0.283569965 0.052087141  0.215806798  0.351985610
#> 
#> 
#> $BRA$A
#> $BRA$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97348817 0.01852309  0.950514238   0.99980519
#> lag1_var2  0.01506866 0.04430328 -0.045681164   0.07765058
#> lag1_var3  0.02006785 0.06668935 -0.071565438   0.11319018
#> lag1_var4 -0.01431269 0.06184727 -0.101484548   0.06937751
#> const      0.37581067 0.19080933  0.095087462   0.61549988
#> exo1       0.02323767 0.01694092  0.006543956   0.05272638
#> exo2      -0.04981334 0.01642250 -0.073356160  -0.02837245
#> exo3       0.03684623 0.02444180 -0.001543910   0.06181147
#> 
#> $BRA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1722258 1.0222555  -1.6926131    1.0492023
#> lag1_var2  0.5723340 2.2528465  -2.1182714    4.1535194
#> lag1_var3 -0.3098458 3.4531256  -4.3852129    5.2044022
#> lag1_var4  0.4341117 3.1112011  -4.5431331    4.0728087
#> const     -1.0854417 8.3518283 -14.0861928    8.6293192
#> exo1      -1.1062602 0.9248941  -2.6285703   -0.2007778
#> exo2       2.0107193 0.7142900   1.0478575    2.9222128
#> exo3       0.4379937 0.5750586  -0.3032186    1.2544420
#> 
#> $BRA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1408283 0.7425192  -1.0891995    1.0588736
#> lag1_var2  1.3499394 1.8252856  -1.4759332    3.8306285
#> lag1_var3  2.7130307 2.7712914  -1.5935328    6.4287717
#> lag1_var4 -1.8053321 2.4703489  -5.1097833    2.0547981
#> const      7.5997734 4.8547170   0.6671615   14.0675173
#> exo1       0.8107958 0.4624724   0.1926884    1.4137194
#> exo2      -5.2716611 0.6002194  -6.0823851   -4.3780343
#> exo3      -0.1139788 0.7091484  -0.9342207    0.9517333
#> 
#> $BRA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2882658 0.4598949  -0.7848957    0.3643377
#> lag1_var2  1.4704574 0.6783882   0.7678324    2.4160277
#> lag1_var3  2.1105608 1.0159299   1.0744733    3.5494507
#> lag1_var4 -1.0884176 0.8450393  -2.3166202   -0.2629225
#> const      5.6043644 2.9482188   1.1018253    8.4824589
#> exo1       0.1050168 0.4205576  -0.2961574    0.7889731
#> exo2      -4.5740585 0.4316074  -5.1927158   -4.0019282
#> exo3       0.1836527 0.7131733  -0.6807523    1.3336740
#> 
#> 
#> 
#> $BRB
#> $BRB$Sigma
#> $BRB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001050851 0.0001397985 0.000870869  0.001246822
#> 
#> $BRB$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02333042 0.006389053 -0.03305589  -0.01504738
#> Sigma[2,2]  1.59776610 0.160126669  1.42446012   1.81648529
#> 
#> $BRB$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01970492 0.006178655  0.01052294   0.02792789
#> Sigma[3,2] -1.22935736 0.182149177 -1.50745276  -1.01963696
#> Sigma[3,3]  1.46395845 0.264339743  1.04407029   1.76081682
#> 
#> $BRB$Sigma$equation4
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004891434 0.00328788  0.0001786292  0.008658717
#> Sigma[4,2] -0.180640497 0.19175001 -0.4152398680  0.123447660
#> Sigma[4,3]  0.726389618 0.18261008  0.4031658634  0.882100259
#> Sigma[4,4]  0.687598049 0.08984350  0.5434551883  0.793043567
#> 
#> 
#> $BRB$A
#> $BRB$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9461411331 0.03915105  0.89476623  0.999865545
#> lag1_var2  0.0750116593 0.06925456 -0.02651462  0.153790210
#> lag1_var3  0.1138104373 0.10468218 -0.03930863  0.231761708
#> lag1_var4 -0.1049822405 0.09559202 -0.21409764  0.033272707
#> const      0.6298450721 0.31497690  0.35551402  1.141043782
#> exo1       0.0003066325 0.03145932 -0.04329919  0.044796398
#> exo2      -0.1538643125 0.03835504 -0.20124748 -0.100630127
#> exo3      -0.0287670544 0.02286072 -0.06436323 -0.004406578
#> 
#> $BRB$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.0934668  0.9661064  -2.4461373    0.1508431
#> lag1_var2  2.7238213  1.1914158   1.0449753    4.2723618
#> lag1_var3  2.7540399  1.8133524   0.2182906    5.1354578
#> lag1_var4 -2.4473010  1.6238219  -4.6136462   -0.2056620
#> const      4.8011766 12.0226287 -10.6975647   21.5409027
#> exo1       0.1055121  1.1509237  -1.7446072    1.3948536
#> exo2       1.8300744  1.0005062   0.5105179    3.1943788
#> exo3      -0.5234913  0.9066184  -1.5280340    0.8029460
#> 
#> $BRB$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.09657443  1.1590618  -1.4591657     1.305301
#> lag1_var2  0.26305160  1.8044267  -2.1282630     2.334487
#> lag1_var3  1.25677261  2.7035704  -2.3347305     4.368824
#> lag1_var4 -0.32904872  2.4543513  -3.1546081     2.996764
#> const      1.67817494 12.4843911 -15.1014202    19.596832
#> exo1       0.26558397  1.3356952  -1.4556944     1.982550
#> exo2      -2.42692634  0.8371171  -3.6616470    -1.345708
#> exo3       0.37820464  1.0107810  -0.9674321     1.587861
#> 
#> $BRB$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.757115909 0.9301762  -2.0705825    0.4207974
#> lag1_var2  1.946298775 1.6174204  -0.5587013    3.8310726
#> lag1_var3  2.888972549 2.4138640  -0.8635177    5.6639402
#> lag1_var4 -1.695226107 2.1974412  -4.2179919    1.7565175
#> const      3.501496168 7.8127748  -3.4958243   16.2861433
#> exo1       0.376429921 0.7895780  -0.8055298    1.3277898
#> exo2      -1.394907938 0.7074821  -2.1107595   -0.3461816
#> exo3       0.001309485 0.8210382  -1.2582910    0.8797581
#> 
#> 
#> 
#> $BRN
#> $BRN$Sigma
#> $BRN$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00048049 0.0001193657 0.0003664505 0.0006618026
#> 
#> $BRN$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002549062 0.002419663 -0.006305884 -9.504337e-05
#> Sigma[2,2]  0.210386084 0.063265116  0.154339802  3.067302e-01
#> 
#> $BRN$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001510834 0.00197499 -0.0002457979  0.004604857
#> Sigma[3,2] -0.162210444 0.05856607 -0.2563182230 -0.094384210
#> Sigma[3,3]  0.360987919 0.02754174  0.3268596186  0.399351226
#> 
#> $BRN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0001645495 0.001486861 -0.002042339  0.002011348
#> Sigma[4,2] -0.0301099634 0.054991123 -0.083466436  0.055983811
#> Sigma[4,3]  0.2792556216 0.030648353  0.236837209  0.320466944
#> Sigma[4,4]  0.2823200903 0.061725223  0.216042540  0.381712620
#> 
#> 
#> $BRN$A
#> $BRN$A$equation1
#>                   mean         sd   5% quantile  95% quantile
#> lag1_var1  0.949809895 0.01345644  0.9367605255  0.9716593698
#> lag1_var2  0.055220244 0.03481634  0.0026884953  0.0945850604
#> lag1_var3  0.083320372 0.05374106  0.0058077867  0.1434550782
#> lag1_var4 -0.073163606 0.05120816 -0.1298337037 -0.0002818085
#> const      0.502822372 0.15230631  0.2747019371  0.6632342448
#> exo1      -0.018375633 0.02713406 -0.0486307237  0.0226277635
#> exo2       0.021114419 0.01771655 -0.0009241614  0.0465282808
#> exo3      -0.006134323 0.01906830 -0.0352838846  0.0174213827
#> 
#> $BRN$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.001432389 0.5621981  -0.7395945    0.7997139
#> lag1_var2  1.426280065 1.2578852  -0.2442860    3.2437486
#> lag1_var3  0.859492015 1.8783050  -1.7017538    3.4895755
#> lag1_var4 -0.881620682 1.7841481  -3.3649203    1.5557284
#> const      2.405124509 6.5429978  -5.6609841   12.1979308
#> exo1      -0.070618253 0.4496817  -0.6897643    0.5194365
#> exo2       0.855223834 0.4568641   0.2837876    1.5648760
#> exo3      -2.251635659 0.3424512  -2.8175251   -1.8624362
#> 
#> $BRN$A$equation3
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6140841462 0.5551832  -1.5416238  -0.02426940
#> lag1_var2  1.9775965633 0.8658195   0.8438642   3.03731463
#> lag1_var3  4.0879971618 1.2943913   2.3611402   5.75809589
#> lag1_var4 -3.0060512864 1.2305190  -4.6780334  -1.33411367
#> const      9.1551645215 6.5009924   1.7394085  18.50026647
#> exo1      -0.0009411967 0.4168295  -0.6135465   0.60749198
#> exo2      -0.9317958060 0.7025706  -1.9337467   0.01972693
#> exo3       1.3016621554 0.6881806   0.2533588   2.12015286
#> 
#> $BRN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.65495043 0.5768454  -1.4356214    0.1740681
#> lag1_var2  2.70946034 1.0570834   1.1516816    4.0754010
#> lag1_var3  4.35738693 1.6817713   1.8894311    6.5004179
#> lag1_var4 -3.25734846 1.6049888  -5.2827218   -0.9481556
#> const      9.58407350 7.5508436   0.4079078   21.1001172
#> exo1      -0.04268144 0.5150357  -0.8441198    0.5320115
#> exo2      -0.41747839 0.5395063  -1.2107467    0.2732547
#> exo3      -0.14698195 0.7295512  -1.1901638    0.7302822
#> 
#> 
#> 
#> $BTN
#> $BTN$Sigma
#> $BTN$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007569828 4.94623e-05 0.0007047486 0.0008378493
#> 
#> $BTN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 8.954366e-05 0.001242112 -0.001519541   0.00160608
#> Sigma[2,2] 1.560747e-01 0.030305517  0.109105458   0.19652669
#> 
#> $BTN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0005026577 0.003577164 -0.004326415  0.004564615
#> Sigma[3,2]  0.0520424041 0.044588376 -0.012341565  0.099767498
#> Sigma[3,3]  0.8668413337 0.189248240  0.624823741  1.114384038
#> 
#> $BTN$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0004289939 0.003825975 -0.00536404  0.004679705
#> Sigma[4,2]  0.1631264132 0.048442490  0.09033311  0.229942894
#> Sigma[4,3]  0.9299565185 0.187905026  0.67774025  1.170114441
#> Sigma[4,4]  1.0731144176 0.191781902  0.80282811  1.311999289
#> 
#> 
#> $BTN$A
#> $BTN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.986525772 0.01199665  0.96976610   1.00366233
#> lag1_var2 -0.003840449 0.03794988 -0.05631179   0.04690497
#> lag1_var3 -0.014184240 0.05071016 -0.08167261   0.06166546
#> lag1_var4  0.013800873 0.05139623 -0.06245265   0.08192504
#> const      0.353153529 0.28806739  0.01391941   0.76237525
#> exo1      -0.015220807 0.02341755 -0.04256904   0.01729624
#> exo2      -0.082282847 0.02281060 -0.10624230  -0.05183271
#> exo3      -0.081293597 0.02141966 -0.11448447  -0.05733860
#> 
#> $BTN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.44609303 0.2054629   0.1773497    0.7150258
#> lag1_var2 -1.18336528 1.0471077  -2.7130263    0.1358670
#> lag1_var3 -2.84617610 1.4155781  -4.9633631   -1.0719915
#> lag1_var4  2.82815902 1.3987079   1.0632838    4.9108822
#> const     -7.33786195 3.3702597 -11.5575557   -2.9721385
#> exo1       0.06494799 0.3368395  -0.4617047    0.5009027
#> exo2       1.82064628 0.5892855   0.9805657    2.6021322
#> exo3       0.02515064 0.3807600  -0.4377600    0.6162522
#> 
#> $BTN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6833849 0.3390613  -1.2303809   -0.2644636
#> lag1_var2  4.2979075 2.1511978   1.6443902    7.4563134
#> lag1_var3  6.9931056 3.0333906   3.2147683   11.4601487
#> lag1_var4 -6.0470016 2.9888682 -10.4097282   -2.2835230
#> const     17.1239334 6.4908145   7.3143647   24.7519704
#> exo1      -0.1579038 0.5112844  -0.8763660    0.6012368
#> exo2       0.6105674 1.1555887  -0.6301640    2.3439736
#> exo3       1.0884917 0.9716175  -0.4260146    2.1747318
#> 
#> $BTN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3800932 0.3329602  -0.9288222   0.04139784
#> lag1_var2  3.3081551 2.1130343   0.6327960   6.55326372
#> lag1_var3  4.7742104 2.9840928   0.9776318   9.32861330
#> lag1_var4 -3.8238085 2.9458973  -8.3179138  -0.02824141
#> const     10.9860951 7.3950729  -0.7990556  18.99674640
#> exo1      -0.1133809 0.6058562  -0.9434750   0.78570555
#> exo2       1.8937734 1.2543182   0.1787189   3.61729524
#> exo3       1.1373593 1.0204630  -0.3808865   2.29959783
#> 
#> 
#> 
#> $BWA
#> $BWA$Sigma
#> $BWA$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002080414 0.000696082 0.001407051  0.003172264
#> 
#> $BWA$Sigma$equation2
#>                     mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0009207241 0.0108527 -0.01562564   0.01428648
#> Sigma[2,2]  1.6657903874 0.4260072  1.11518686   2.24342761
#> 
#> $BWA$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.006851645 0.007404238 -0.01920567  0.0009002991
#> Sigma[3,2] -0.976670176 0.304043408 -1.39339483 -0.6232748767
#> Sigma[3,3]  0.805900164 0.222804017  0.54331698  1.0900654154
#> 
#> $BWA$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.008444224 0.003936705  -0.0129573 -0.003078708
#> Sigma[4,2] -0.004263968 0.098724869  -0.1627710  0.103154157
#> Sigma[4,3]  0.283381456 0.090637732   0.1799214  0.412563959
#> Sigma[4,4]  0.339058765 0.085437873   0.2651387  0.483685615
#> 
#> 
#> $BWA$A
#> $BWA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.980930247 0.02068978  0.95326445   1.00556166
#> lag1_var2  0.007320795 0.02065464 -0.01976002   0.03697279
#> lag1_var3  0.004206088 0.03679779 -0.04449686   0.05694185
#> lag1_var4 -0.003492395 0.02886323 -0.04421865   0.03315463
#> const      0.340317650 0.24836131 -0.05306767   0.59256077
#> exo1      -0.005970137 0.04099099 -0.05528708   0.05311209
#> exo2      -0.105290395 0.04277331 -0.17159611  -0.06142712
#> exo3       0.080703313 0.04197632  0.02890847   0.14435034
#> 
#> $BWA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.4155373 0.9406881  -2.9055757   -0.3928932
#> lag1_var2  1.6208360 0.6953329   0.6604188    2.5297252
#> lag1_var3  1.4097365 1.1919430  -0.3066706    2.8863516
#> lag1_var4 -0.8664868 0.9373203  -2.0923736    0.5101403
#> const      4.5407849 9.4478686  -9.7477302   16.3278732
#> exo1      -0.0211557 1.1160773  -1.1986406    1.7082106
#> exo2       1.0494701 1.5647137  -1.4615252    2.7136147
#> exo3       2.1491167 1.1756957   0.2265485    3.3622371
#> 
#> $BWA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.9203371 0.5821624   1.2033349   2.66801349
#> lag1_var2 -1.1445610 0.3893088  -1.6417072  -0.53397850
#> lag1_var3 -1.1481260 0.7471217  -2.0396234   0.05687378
#> lag1_var4  1.4392018 0.6038802   0.4735997   2.16813935
#> const     -4.5123254 6.8882583 -13.3976820   5.67104793
#> exo1       0.7399389 0.7508103  -0.4696692   1.64377030
#> exo2      -2.2599517 1.1766176  -3.7268110  -0.43230828
#> exo3      -0.1540633 0.7410775  -1.1370198   1.01510688
#> 
#> $BWA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.3181333 0.4010261   0.7718386    1.8608780
#> lag1_var2 -0.8316555 0.2810737  -1.2163938   -0.4777427
#> lag1_var3 -1.4101218 0.5201694  -2.0505210   -0.6793556
#> lag1_var4  1.9824274 0.3920649   1.4619415    2.4540058
#> const     -4.8722219 3.2374611  -8.9397839   -0.8729807
#> exo1       0.8402109 0.3802583   0.2593428    1.3370552
#> exo2      -2.0342411 0.6466208  -2.9732244   -1.2242826
#> exo3       1.5350198 0.4475715   1.0101942    2.1691568
#> 
#> 
#> 
#> $CAF
#> $CAF$Sigma
#> $CAF$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007378006 0.001643271 0.005604308   0.01014849
#> 
#> $CAF$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0003030561 0.0009582914 -0.001361782  0.001208938
#> Sigma[2,2] 0.0095857431 0.0027902990  0.006503487  0.013556241
#> 
#> $CAF$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.001259112 0.001512621 -0.003583171  0.0001529469
#> Sigma[3,2] -0.006145790 0.001163842 -0.007193299 -0.0042449494
#> Sigma[3,3]  0.017098578 0.002895157  0.013165953  0.0214291283
#> 
#> $CAF$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0011389260 0.001404747 -0.003410327 0.0003378527
#> Sigma[4,2]  0.0004684096 0.001743771 -0.001320309 0.0029171853
#> Sigma[4,3]  0.0134948985 0.003153420  0.008815235 0.0173917797
#> Sigma[4,4]  0.0145205704 0.002752610  0.010900127 0.0181951977
#> 
#> 
#> $CAF$A
#> $CAF$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.85539684 0.08195233  0.76390896   0.97439381
#> lag1_var2  0.28691010 0.32412911 -0.20312028   0.64738024
#> lag1_var3  0.39488890 0.46553629 -0.31507290   0.89564586
#> lag1_var4 -0.36856129 0.47570246 -0.88516592   0.34662690
#> const      1.18143670 1.32604679 -0.58400983   2.85680262
#> exo1       0.01327693 0.07660825 -0.09853634   0.09793835
#> exo2       0.01516983 0.08566416 -0.10459721   0.12127281
#> exo3       0.05233518 0.08502014 -0.09511675   0.12555108
#> 
#> $CAF$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.04562632 0.08130430 -0.162542529   0.05787189
#> lag1_var2  0.30585285 0.19706286 -0.007434911   0.51390071
#> lag1_var3 -0.61915172 0.30209464 -1.124075276  -0.29495042
#> lag1_var4  0.65880372 0.28565309  0.348273430   1.12806785
#> const     -0.35066096 0.50433179 -1.054288580   0.27306732
#> exo1      -0.10354512 0.05436248 -0.159875031  -0.02685089
#> exo2       0.62881172 0.13805435  0.400002181   0.76310114
#> exo3       0.36455245 0.11096604  0.232012404   0.53878943
#> 
#> $CAF$A$equation3
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.25536524 0.13878581  0.038517443    0.4251469
#> lag1_var2  0.89527496 0.40906552  0.364797648    1.5369456
#> lag1_var3  1.83787229 0.56091249  1.152275328    2.7721165
#> lag1_var4 -0.99188496 0.56101839 -1.917183922   -0.3106086
#> const      3.68672617 1.30383947  1.659469753    5.2638470
#> exo1       0.06782884 0.05754323 -0.003801311    0.1498561
#> exo2      -1.09750525 0.12761071 -1.230060400   -0.8974242
#> exo3      -0.46714817 0.11991320 -0.614846443   -0.2821910
#> 
#> $CAF$A$equation4
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.237045805 0.15291562 -0.009854846   0.37885221
#> lag1_var2  0.839078555 0.37600791  0.465583869   1.49542548
#> lag1_var3  1.006998612 0.55818139  0.469446572   2.00059620
#> lag1_var4 -0.117600993 0.54712058 -1.091444893   0.38296521
#> const      2.020289589 1.17373850  0.326381766   3.60575851
#> exo1      -0.004846138 0.07768998 -0.072940188   0.13466819
#> exo2      -0.701193426 0.07246907 -0.800657180  -0.59711549
#> exo3      -0.233085919 0.16075013 -0.447018651  -0.01850396
#> 
#> 
#> 
#> $CAN
#> $CAN$Sigma
#> $CAN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0002650627 5.517251e-05 0.000190488 0.0003341603
#> 
#> $CAN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008026996 0.002186491 -0.01099875 -0.005228477
#> Sigma[2,2]  0.446930830 0.125700427  0.29247579  0.621497953
#> 
#> $CAN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00683004 0.002550354  0.003407934  0.009850023
#> Sigma[3,2] -0.35132462 0.114228351 -0.527892755 -0.219062113
#> Sigma[3,3]  0.37547065 0.102635436  0.266346425  0.520225853
#> 
#> $CAN$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.00166114 0.001471996 -0.0005684941  0.003199012
#> Sigma[4,2] -0.06180941 0.050846854 -0.1293423771  0.005257348
#> Sigma[4,3]  0.15471628 0.045902848  0.0982447234  0.229572249
#> Sigma[4,4]  0.12209076 0.032344841  0.0795456647  0.166816987
#> 
#> 
#> $CAN$A
#> $CAN$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9981013916 0.01068164  0.98142202  1.009294499
#> lag1_var2 -0.0002414186 0.02174182 -0.02612467  0.032025020
#> lag1_var3 -0.0037452613 0.03532162 -0.04493760  0.050017570
#> lag1_var4 -0.0008080963 0.03354959 -0.05061684  0.037668972
#> const      0.3606789254 0.16436142  0.17322014  0.631785713
#> exo1      -0.0093144614 0.01519587 -0.03159260  0.008583899
#> exo2      -0.0728630070 0.01774885 -0.09603359 -0.049117936
#> exo3       0.0203241889 0.01398868  0.00222434  0.039754889
#> 
#> $CAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.2634462 0.4111237  -1.7727512  -0.63649849
#> lag1_var2  2.6480153 1.2301667   1.1482293   4.51898279
#> lag1_var3  2.7638833 1.9851717   0.4094352   5.83425275
#> lag1_var4 -2.2939069 1.8923441  -5.2643883  -0.08398384
#> const      5.3498082 7.5835296  -6.9514057  13.29938474
#> exo1      -0.1368457 0.3606352  -0.6028146   0.34723515
#> exo2       3.9115242 0.9723455   2.6021376   5.34254426
#> exo3      -0.9023281 0.4204656  -1.4037143  -0.25403198
#> 
#> $CAN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6879169 0.3096399   0.3163016    1.1486912
#> lag1_var2 -0.1506680 0.6747970  -1.1216040    0.6729321
#> lag1_var3  0.7953166 1.0964429  -0.7440970    2.1238912
#> lag1_var4 -0.1212242 1.0125433  -1.3307528    1.3811632
#> const      2.6304671 7.5012865  -6.2552328   14.1328163
#> exo1       0.1296938 0.3755475  -0.3134604    0.6959989
#> exo2      -4.3096456 0.9019038  -5.6009380   -3.0840610
#> exo3       1.5074274 0.5031905   0.8225759    2.1395967
#> 
#> $CAN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.16544386 0.3148424  -0.5607013    0.2931584
#> lag1_var2  1.33016381 0.8674839   0.1972928    2.5859311
#> lag1_var3  2.23835610 1.3601859   0.4727794    4.1984669
#> lag1_var4 -1.22292732 1.2658579  -3.0547399    0.4113054
#> const      4.76796157 3.5884741  -0.6660277    9.0269171
#> exo1       0.03363059 0.2426303  -0.2488277    0.3804058
#> exo2      -1.92335734 0.3570351  -2.4118201   -1.5138616
#> exo3       1.00771740 0.3724756   0.5015071    1.5554074
#> 
#> 
#> 
#> $CHA
#> $CHA$Sigma
#> $CHA$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0002511543 4.446601e-05 0.000199975 0.0003207328
#> 
#> $CHA$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003739494 0.0009753689 -0.004870642 -0.002205565
#> Sigma[2,2]  0.182680247 0.0352522550  0.130889015  0.226024888
#> 
#> $CHA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002240972 0.000798019  0.001247616  0.003399766
#> Sigma[3,2] -0.112507172 0.030875074 -0.157343449 -0.075785686
#> Sigma[3,3]  0.124434414 0.026540942  0.099617681  0.167647969
#> 
#> $CHA$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  1.344934e-05 0.0004451338 -0.0003662145 0.0006984811
#> Sigma[4,2] -4.775241e-03 0.0180271789 -0.0286598882 0.0167794000
#> Sigma[4,3]  6.162615e-02 0.0116180660  0.0462919138 0.0795626722
#> Sigma[4,4]  6.262564e-02 0.0097991679  0.0508587294 0.0773054387
#> 
#> 
#> $CHA$A
#> $CHA$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.973169944 0.01280240  0.955374741   0.98827086
#> lag1_var2  0.028475406 0.02650369 -0.009651294   0.05985268
#> lag1_var3  0.038090338 0.04393017 -0.026366289   0.08848831
#> lag1_var4 -0.034857361 0.04303865 -0.083301644   0.02865950
#> const      0.387584206 0.12176082  0.239449286   0.56056809
#> exo1      -0.005007311 0.01419093 -0.018998427   0.01595729
#> exo2      -0.122016216 0.01776066 -0.140362479  -0.09801567
#> exo3       0.060749475 0.00914098  0.046639879   0.07105249
#> 
#> $CHA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.33313428 0.2155831  -0.6148986  -0.02598649
#> lag1_var2  1.27978533 0.7145530   0.3955134   2.25528647
#> lag1_var3  0.63984010 1.1631115  -0.8422673   2.20191347
#> lag1_var4 -0.55092317 1.1338701  -2.0825422   0.92855052
#> const      2.75381560 2.9167700  -0.8929012   6.62718836
#> exo1      -0.22980359 0.3827182  -0.7184547   0.26971063
#> exo2       0.43480629 0.3916344  -0.1156896   0.87183489
#> exo3      -0.03026607 0.2713772  -0.3978177   0.35663489
#> 
#> $CHA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04011623 0.3203729  -0.3555199  0.517537116
#> lag1_var2  0.59664908 0.5632402  -0.1786027  1.223799644
#> lag1_var3  2.08632527 0.8777788   0.8644724  3.115823897
#> lag1_var4 -1.14616181 0.8015039  -2.0728391 -0.005035238
#> const      3.01009177 3.0699054  -1.0831129  7.185759922
#> exo1       0.18579557 0.3512261  -0.2830462  0.655934670
#> exo2      -1.06116777 0.3483652  -1.5204458 -0.600316086
#> exo3      -0.02642410 0.3318667  -0.5766412  0.342449779
#> 
#> $CHA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.16786848 0.2934336 -0.56039896   0.24508851
#> lag1_var2  1.09737158 0.4951657  0.50282843   1.84802709
#> lag1_var3  2.04020745 0.8017800  1.05135466   3.24689376
#> lag1_var4 -1.01759308 0.7494095 -2.16773848  -0.08638237
#> const      3.15168733 2.9687847  0.03519692   7.58896275
#> exo1       0.04974448 0.2899741 -0.40081826   0.35673137
#> exo2      -0.86529393 0.1491817 -1.08337736  -0.67565522
#> exo3      -0.04499780 0.2601446 -0.38860397   0.29815222
#> 
#> 
#> 
#> $CHE
#> $CHE$Sigma
#> $CHE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001916864 4.271603e-05 0.0001393259  0.000247403
#> 
#> $CHE$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002231656 0.001123435 -0.003846066 -0.0007342379
#> Sigma[2,2]  0.178987618 0.059264931  0.100143670  0.2411300569
#> 
#> $CHE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001176331 0.002043767 -0.001660767  0.003796181
#> Sigma[3,2] -0.103629418 0.067169406 -0.200592965 -0.024930455
#> Sigma[3,3]  0.447454864 0.132635192  0.283089984  0.612828515
#> 
#> $CHE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003646548 0.001749906 -0.002865231  0.001691514
#> Sigma[4,2]  0.0172967448 0.044371372 -0.048540120  0.075424101
#> Sigma[4,3]  0.3916646261 0.107464305  0.252708948  0.539046131
#> Sigma[4,4]  0.4181755198 0.101753038  0.297263578  0.563265606
#> 
#> 
#> $CHE$A
#> $CHE$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.974199749 0.008989365  0.961513630   0.98553471
#> lag1_var2  0.039820962 0.031992974 -0.003230912   0.08024385
#> lag1_var3  0.045409791 0.046494370 -0.014677163   0.10911609
#> lag1_var4 -0.041393218 0.044955381 -0.103715311   0.01642799
#> const      0.410136555 0.115670774  0.302978713   0.59552272
#> exo1       0.007357782 0.012112159 -0.009742891   0.02219014
#> exo2      -0.039121312 0.015438714 -0.060166561  -0.01764640
#> exo3       0.029033651 0.007205240  0.019387038   0.03866076
#> 
#> $CHE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05782819 0.2345057 -0.29746045   0.37586542
#> lag1_var2 -0.10014768 0.5906297 -0.93718779   0.61597003
#> lag1_var3 -1.04381182 0.8426099 -2.17580114   0.04368189
#> lag1_var4  1.05045779 0.8030389  0.06579095   2.18122009
#> const     -0.41243248 2.2134648 -3.46012674   1.94730661
#> exo1      -0.37600064 0.3800575 -0.87252416   0.06214799
#> exo2       0.64940346 0.4456437  0.07317737   1.36101921
#> exo3       0.48913704 0.4058843 -0.05310466   1.05614742
#> 
#> $CHE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3051915 0.7107151 -0.78980854   1.05806662
#> lag1_var2  1.5882171 1.8923634 -0.93472559   4.10424723
#> lag1_var3  2.8918182 2.7741154 -0.71882486   6.60065386
#> lag1_var4 -2.0792374 2.6117743 -5.49992201   1.33815418
#> const      3.1340881 6.7299333 -4.78784451  13.38730340
#> exo1       0.5327345 0.5041312 -0.05413897   1.23630004
#> exo2      -0.8146462 0.5390971 -1.50101498   0.04242979
#> exo3      -0.4665532 0.8640186 -1.75676158   0.52547597
#> 
#> $CHE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3711146 0.6238111  -0.6159585    0.9932728
#> lag1_var2  1.2615895 1.7779959  -1.1856650    3.6512059
#> lag1_var3  1.7994183 2.5903428  -1.7756013    5.4032511
#> lag1_var4 -0.9712152 2.4457376  -4.2708158    2.4959985
#> const      1.3667141 6.2886397  -7.1438284   10.1872959
#> exo1       0.2858913 0.6035048  -0.6497818    0.9952509
#> exo2      -0.3941545 0.5246589  -1.1118867    0.3225799
#> exo3      -0.1479315 0.6887909  -1.1857870    0.6281378
#> 
#> 
#> 
#> $CHL
#> $CHL$Sigma
#> $CHL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004452859 6.633826e-05 0.0003693123 0.0005309682
#> 
#> $CHL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01580001 0.003905032 -0.02230374  -0.01175491
#> Sigma[2,2]  1.09140496 0.211593882  0.86602145   1.43751876
#> 
#> $CHL$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01155399 0.003058103  0.009152627   0.01646688
#> Sigma[3,2] -0.76982872 0.165671410 -1.034506821  -0.60329721
#> Sigma[3,3]  0.80923704 0.191257091  0.622985368   1.10007336
#> 
#> $CHL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002711871 0.002434504 -0.000517508  0.006134646
#> Sigma[4,2] -0.159442306 0.095012923 -0.309036474 -0.055835269
#> Sigma[4,3]  0.405377594 0.140545393  0.244010261  0.623837556
#> Sigma[4,4]  0.345862660 0.117462512  0.224020807  0.543587414
#> 
#> 
#> $CHL$A
#> $CHL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.984599003 0.02250793  0.95801654   1.01989812
#> lag1_var2  0.037166762 0.04276465 -0.02679314   0.08416605
#> lag1_var3  0.065745499 0.07280356 -0.04257511   0.14554194
#> lag1_var4 -0.065860608 0.06504676 -0.13658367   0.03023805
#> const      0.449292368 0.20233568  0.11502892   0.66206887
#> exo1      -0.004244448 0.01218748 -0.02386083   0.01047180
#> exo2      -0.076779186 0.02592177 -0.11701896  -0.04176761
#> exo3       0.063928329 0.02329746  0.02947445   0.09441251
#> 
#> $CHL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3985752 0.6765538  -1.3828776    0.5254502
#> lag1_var2  1.6486067 1.2380377   0.2388871    3.6253411
#> lag1_var3  1.6464247 2.1293781  -0.6295336    5.1679852
#> lag1_var4 -1.4882728 1.9267260  -4.7059936    0.5743940
#> const      3.6228422 9.3002591  -8.7149621   18.0457449
#> exo1       0.7585258 0.7194946  -0.1809550    1.8441703
#> exo2       2.7179838 1.4084072   0.4100108    4.4792481
#> exo3      -0.8205316 1.1156502  -2.6557531    0.2760236
#> 
#> $CHL$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  1.530779455 0.6086400   0.6860243     2.447582
#> lag1_var2 -2.603631303 1.1961294  -4.4425983    -1.255023
#> lag1_var3 -3.769619209 2.0998659  -7.0020832    -1.373733
#> lag1_var4  4.158022766 1.9078593   1.8963235     7.058380
#> const     -5.232688304 7.2981278 -14.0076815     5.076658
#> exo1       0.007525515 0.8635909  -0.9839689     1.370728
#> exo2      -4.948318786 1.4761334  -6.7386761    -2.600898
#> exo3       0.761774013 1.1543461  -0.5722752     2.405044
#> 
#> $CHL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.4347318 0.8249910   0.1653284    2.4812416
#> lag1_var2 -2.2181842 1.3740102  -3.8316533   -0.1537908
#> lag1_var3 -3.7920998 2.3555977  -6.5356432   -0.2789740
#> lag1_var4  4.2520847 2.0838165   1.1148121    6.5971934
#> const     -5.4146305 6.5905231 -13.1773653    4.8201218
#> exo1       0.5012332 0.6421099  -0.1975816    1.4758716
#> exo2      -3.7116995 0.8334601  -4.9160597   -2.6127133
#> exo3       0.3392648 0.6619772  -0.6556424    1.0657306
#> 
#> 
#> 
#> $CHN
#> $CHN$Sigma
#> $CHN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002974159 9.002562e-05 0.0002089962 0.0004365493
#> 
#> $CHN$Sigma$equation2
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[2,1] -0.0002710562 0.0004469327 -0.0009073203 0.0003158416
#> Sigma[2,2]  0.0283938349 0.0062741722  0.0210531868 0.0367717426
#> 
#> $CHN$Sigma$equation3
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[3,1] -0.0004171794 0.0005376545 -0.001266611  7.535056e-05
#> Sigma[3,2] -0.0240828236 0.0066151644 -0.033782852 -1.692665e-02
#> Sigma[3,3]  0.0436593140 0.0092340469  0.034422420  5.857981e-02
#> 
#> $CHN$Sigma$equation4
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0006348409 0.0004017732 -0.001183172 -0.0001140926
#> Sigma[4,2] -0.0032596026 0.0042704852 -0.010557313  0.0006198768
#> Sigma[4,3]  0.0268305019 0.0051373796  0.022146351  0.0351713924
#> Sigma[4,4]  0.0254264264 0.0030883793  0.021610042  0.0289383596
#> 
#> 
#> $CHN$A
#> $CHN$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.977385527 0.009981024  0.962873929  0.990000562
#> lag1_var2  0.034035470 0.060634371 -0.052736228  0.114941395
#> lag1_var3  0.023705532 0.075279283 -0.086536388  0.114200059
#> lag1_var4 -0.019804843 0.073800552 -0.107903026  0.087791046
#> const      0.393891016 0.156298403  0.223957071  0.587607962
#> exo1      -0.005395259 0.013103798 -0.022054410  0.012412349
#> exo2      -0.030103169 0.025292335 -0.064810725  0.002536184
#> exo3       0.023996285 0.017987962  0.004004789  0.050633525
#> 
#> $CHN$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.2413982 0.07377236  0.131298956   0.33258922
#> lag1_var2 -0.4058887 0.34592399 -0.862664763   0.07403289
#> lag1_var3 -1.5280590 0.44579434 -2.117842887  -0.91994183
#> lag1_var4  1.4834388 0.43278854  0.892517785   2.04895610
#> const     -2.5174110 1.70300146 -5.120161837  -0.45281692
#> exo1       0.1132985 0.10770390 -0.008261841   0.24800330
#> exo2       0.3035606 0.17198899  0.117509199   0.56430406
#> exo3      -0.2477453 0.18024851 -0.525386542  -0.02363110
#> 
#> $CHN$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.243462 0.1235762  -0.4008378  -0.05707518
#> lag1_var2  1.330058 0.4758559   0.5407265   1.87998592
#> lag1_var3  2.791641 0.5936491   1.7897586   3.42161480
#> lag1_var4 -1.772115 0.5809243  -2.3846987  -0.79142323
#> const      5.109094 2.8429267   1.4666550   9.36902167
#> exo1      -0.174113 0.1758571  -0.3987881   0.06570857
#> exo2      -1.156968 0.1862360  -1.4058986  -0.93762852
#> exo3       1.345239 0.2249558   1.0035638   1.56847716
#> 
#> $CHN$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.06587298 0.08241002  -0.1752428   0.03917129
#> lag1_var2  0.67775861 0.33108604   0.1974605   1.13148491
#> lag1_var3  1.17978247 0.42274772   0.5626930   1.73359835
#> lag1_var4 -0.17115589 0.41469385  -0.7110187   0.43439624
#> const      1.59535108 1.88490480  -0.5039517   4.00792982
#> exo1      -0.09819906 0.18173444  -0.3175361   0.14387906
#> exo2      -1.01718809 0.15108269  -1.2296383  -0.83491675
#> exo3       1.22403700 0.16974547   0.9992378   1.44120090
#> 
#> 
#> 
#> $CIV
#> $CIV$Sigma
#> $CIV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001505811 0.0004352595 0.001043259  0.002232862
#> 
#> $CIV$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01569284 0.006767656  -0.0259527 -0.008604452
#> Sigma[2,2]  0.54133501 0.151658354   0.3443875  0.745082435
#> 
#> $CIV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009711768 0.004086123  0.005280666   0.01604132
#> Sigma[3,2] -0.344474445 0.098574471 -0.475061170  -0.21837756
#> Sigma[3,3]  0.225377146 0.065104482  0.143184951   0.31277024
#> 
#> $CIV$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0005225717 0.0005736618 -0.001292613 0.0001766062
#> Sigma[4,2]  0.0073309090 0.0081579083 -0.002569872 0.0198953906
#> Sigma[4,3]  0.0018051467 0.0039668285 -0.003743262 0.0071953493
#> Sigma[4,4]  0.0069064671 0.0023122422  0.004736220 0.0109295829
#> 
#> 
#> $CIV$A
#> $CIV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.01452223 0.01729381  0.99360978   1.03723240
#> lag1_var2  0.04501405 0.12034716 -0.07177349   0.24871108
#> lag1_var3  0.07185247 0.18407959 -0.11245905   0.38357718
#> lag1_var4 -0.08139099 0.18646519 -0.39903856   0.10183733
#> const      0.31008307 0.49209218 -0.22805369   1.14350538
#> exo1       0.02295459 0.04038383 -0.03975496   0.06642454
#> exo2      -0.03320558 0.02991469 -0.08002867  -0.00447092
#> exo3       0.01438031 0.02528539 -0.02215460   0.04898108
#> 
#> $CIV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4308693 0.2727443  -0.7889119  -0.04101535
#> lag1_var2  0.7288712 2.1511880  -2.4369013   3.64338293
#> lag1_var3 -0.1278239 3.2259345  -4.8560365   4.25104928
#> lag1_var4  0.2761634 3.3299431  -4.2829659   5.17451629
#> const      1.5434292 8.4269821  -8.7999583  13.88880473
#> exo1       0.3590000 0.7917506  -0.5036000   1.49727641
#> exo2       0.2069294 0.6641053  -0.4353891   1.28772876
#> exo3       0.1304371 0.4952481  -0.3871924   0.87815144
#> 
#> $CIV$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.32836510 0.1664872   0.1045267    0.5687823
#> lag1_var2  0.50908440 1.4143837  -1.2254983    2.7804275
#> lag1_var3  1.59752981 2.1261342  -1.0053083    5.0223823
#> lag1_var4 -0.75585620 2.1951920  -4.2926701    1.9665366
#> const      1.83906445 5.2878940  -5.7182574    8.8982162
#> exo1      -0.22352832 0.4873858  -0.9500767    0.3293761
#> exo2      -0.76903592 0.4271385  -1.4664277   -0.3581208
#> exo3      -0.04612614 0.3379197  -0.5556268    0.3352371
#> 
#> $CIV$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.052689898 0.03231890  0.01628487    0.1035323
#> lag1_var2  0.729008040 0.20686070  0.45184091    1.0086221
#> lag1_var3  1.124596128 0.32867870  0.69913445    1.5827872
#> lag1_var4 -0.165996261 0.33224909 -0.61875409    0.2756702
#> const      1.405354501 0.77086965  0.18745607    2.4062880
#> exo1       0.008280865 0.07594256 -0.10083041    0.1042206
#> exo2      -0.656832643 0.07570928 -0.76258350   -0.5565192
#> exo3       0.043706873 0.08117704 -0.06770619    0.1522825
#> 
#> 
#> 
#> $CMR
#> $CMR$Sigma
#> $CMR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005423775 3.988677e-05 0.0004871509 0.0005905523
#> 
#> $CMR$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002955871 0.001112335 -0.004604434 -0.001591779
#> Sigma[2,2]  0.078396048 0.019049476  0.048968476  0.101097961
#> 
#> $CMR$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003923493 0.003660137 -0.0005554058  0.009747916
#> Sigma[3,2] -0.146594479 0.044213759 -0.2056494812 -0.085105963
#> Sigma[3,3]  0.410932548 0.102171979  0.3161014579  0.574087930
#> 
#> $CMR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001551276 0.003066324 -0.002383754   0.00626065
#> Sigma[4,2] -0.086298546 0.032011303 -0.133703234  -0.04687312
#> Sigma[4,3]  0.304253856 0.075177038  0.236587339   0.42356556
#> Sigma[4,4]  0.244362011 0.057048948  0.184225856   0.32986610
#> 
#> 
#> $CMR$A
#> $CMR$A$equation1
#>                   mean         sd   5% quantile 95% quantile
#> lag1_var1  0.970263374 0.01207929  0.9556667755 0.9862262293
#> lag1_var2  0.072508933 0.04727374 -0.0085497284 0.1167082181
#> lag1_var3  0.100259935 0.05992718 -0.0001137408 0.1592154380
#> lag1_var4 -0.096600066 0.05769196 -0.1517029862 0.0006403132
#> const      0.496727100 0.19793858  0.2447229732 0.7613931528
#> exo1      -0.021178182 0.02936160 -0.0628985694 0.0142272338
#> exo2      -0.029526420 0.03420976 -0.0680444432 0.0218165954
#> exo3       0.001937705 0.02231031 -0.0285382888 0.0281670206
#> 
#> $CMR$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.273527624 0.1846258 -0.03227558    0.4592022
#> lag1_var2  0.003424098 0.5457929 -0.52551576    0.8475823
#> lag1_var3 -1.243268021 0.6675881 -1.89727407   -0.1978187
#> lag1_var4  1.179649024 0.6553063  0.15410503    1.8166483
#> const     -1.702997626 3.4543150 -5.49331899    3.6907348
#> exo1       0.478491478 0.2110245  0.18188841    0.7734577
#> exo2       0.223753785 0.2946614 -0.10522568    0.6599777
#> exo3       0.103988996 0.2738142 -0.24623359    0.5402204
#> 
#> $CMR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1834049 0.4079427  -0.4152732   0.67870906
#> lag1_var2 -0.2109598 1.3157739  -1.8301520   1.63062683
#> lag1_var3  0.4106807 1.6539259  -1.5392302   2.76962345
#> lag1_var4  0.5092070 1.6080547  -1.7685470   2.43455160
#> const      0.3702749 7.3362279 -10.1034659  10.03429944
#> exo1      -0.7443605 0.5499505  -1.3614637   0.16655535
#> exo2      -0.8977382 0.6884401  -1.7715732  -0.01287415
#> exo3      -0.2024827 0.6669804  -1.1171853   0.75638752
#> 
#> $CMR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4241156 0.3010307 -0.04457262  0.752709302
#> lag1_var2 -0.5953491 1.0686804 -1.72695532  0.844181994
#> lag1_var3 -1.0987150 1.3565424 -2.52430822  0.762713864
#> lag1_var4  1.9810087 1.3117370  0.18755680  3.371391146
#> const     -2.7167589 5.0916331 -9.16361298  4.256026743
#> exo1      -0.3508933 0.4406297 -0.83032948  0.390197487
#> exo2      -0.7706187 0.5102299 -1.32395981 -0.005180546
#> exo3      -0.1485517 0.4828911 -0.71917554  0.607817121
#> 
#> 
#> 
#> $COD
#> $COD$Sigma
#> $COD$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002071424 0.0006260605 0.001455836  0.002981885
#> 
#> $COD$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0004482603 0.001678280 -0.003074674  0.001319292
#> Sigma[2,2]  0.0179881178 0.003472507  0.013906444  0.023044726
#> 
#> $COD$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.006438178 0.004333073 -0.01254680 -0.0004051492
#> Sigma[3,2] -0.041498257 0.008164790 -0.05459381 -0.0322673871
#> Sigma[3,3]  0.195007437 0.052178107  0.13911594  0.2786942030
#> 
#> $COD$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.007033364 0.003787936 -0.01260289 -0.002510822
#> Sigma[4,2] -0.030157612 0.007010401 -0.04062241 -0.021797569
#> Sigma[4,3]  0.171646802 0.051472725  0.11959365  0.255596714
#> Sigma[4,4]  0.155560969 0.051028393  0.10758420  0.239326831
#> 
#> 
#> $COD$A
#> $COD$A$equation1
#>                  mean         sd  5% quantile  95% quantile
#> lag1_var1  0.95518348 0.03765327  0.908361205  1.0093005199
#> lag1_var2  0.25564752 0.13762507  0.054072136  0.3952763021
#> lag1_var3  0.37607056 0.21335928  0.069797629  0.5885670286
#> lag1_var4 -0.37924484 0.21230222 -0.594336193 -0.0776109902
#> const      1.33641368 0.77896089  0.309853600  2.2495912859
#> exo1       0.04098425 0.03174514 -0.004540993  0.0836171945
#> exo2      -0.07326027 0.04441594 -0.109681495  0.0003628567
#> exo3      -0.03161149 0.03963875 -0.086581517  0.0130977007
#> 
#> $COD$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.26783679 0.08208331  0.12552394    0.3479442
#> lag1_var2  0.40459000 0.38732841 -0.02972422    1.0338727
#> lag1_var3 -0.15386523 0.66372368 -0.88300939    0.9094577
#> lag1_var4  0.07871836 0.66247474 -0.97653672    0.8065920
#> const      0.69800293 1.43667064 -0.59232004    2.9800917
#> exo1       0.06567702 0.10873449 -0.08407837    0.2060342
#> exo2       0.62727477 0.19982797  0.37019578    0.9040005
#> exo3       0.15472772 0.17619362 -0.10160097    0.4125362
#> 
#> $COD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2458748 0.2935569  -0.5859705   0.19508067
#> lag1_var2  0.6176186 0.9883672  -0.7765534   1.72975383
#> lag1_var3  1.4404721 1.6769491  -0.9698748   3.58771627
#> lag1_var4 -0.3833887 1.6792870  -2.5699935   2.00744820
#> const      0.4732348 4.8680716  -6.4770933   6.25881804
#> exo1      -0.6146533 0.4323136  -1.1924536  -0.08234355
#> exo2      -0.5855593 0.5282825  -1.3911087  -0.06517523
#> exo3       0.5746185 0.3538799   0.1255552   1.14264711
#> 
#> $COD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06157307 0.2710540  -0.3967228   0.34554138
#> lag1_var2  0.61646576 0.8422991  -0.5448096   1.70391539
#> lag1_var3  0.93063741 1.4183107  -0.8825687   2.95714057
#> lag1_var4  0.09687749 1.4241964  -1.9572809   1.89321298
#> const     -0.58394265 4.2885853  -6.4028755   4.79692968
#> exo1      -0.58166495 0.3929280  -1.1031435  -0.09024779
#> exo2      -0.19587050 0.4526148  -0.8506845   0.29034328
#> exo3       0.69504283 0.2520450   0.4099232   1.09602199
#> 
#> 
#> 
#> $COG
#> $COG$Sigma
#> $COG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001931113 0.0003445139  0.00143357  0.002329805
#> 
#> $COG$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006628174 0.001353698 -0.00831669 -0.004792157
#> Sigma[2,2]  0.070413328 0.016089299  0.05053744  0.089892599
#> 
#> $COG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004779703 0.001409166  0.003145003  0.006792488
#> Sigma[3,2] -0.056053272 0.014753135 -0.075311914 -0.039223795
#> Sigma[3,3]  0.051596691 0.013658856  0.034202391  0.070927191
#> 
#> $COG$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0001751582 0.0007594786 -0.0006844739  0.001254854
#> Sigma[4,2] -0.0096915641 0.0053985784 -0.0178981715 -0.002420323
#> Sigma[4,3]  0.0153862708 0.0049174807  0.0087994103  0.022282502
#> Sigma[4,4]  0.0099393514 0.0020898329  0.0073832179  0.012883412
#> 
#> 
#> $COG$A
#> $COG$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.943632456 0.03180949  0.89208441   0.97558116
#> lag1_var2  0.242262911 0.12443666  0.07016041   0.41330405
#> lag1_var3  0.381138238 0.19477751  0.11579467   0.65352992
#> lag1_var4 -0.369529003 0.19278002 -0.63210240  -0.10502428
#> const      0.858286573 0.60068064 -0.03937430   1.64663267
#> exo1       0.002112389 0.03838570 -0.05473294   0.05161076
#> exo2      -0.057664514 0.05229950 -0.12067848   0.02300613
#> exo3      -0.045900879 0.05962190 -0.12353192   0.03284912
#> 
#> $COG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4213769 0.1050289  0.26146642    0.5409867
#> lag1_var2 -0.7475360 0.6838946 -1.75854817    0.2232586
#> lag1_var3 -1.8967773 1.0541647 -3.52563260   -0.4568904
#> lag1_var4  1.9403259 1.0764022  0.42698450    3.5751065
#> const     -3.4558135 3.1034355 -6.94735187    1.3678304
#> exo1       0.2613955 0.3036002 -0.05249099    0.6926901
#> exo2       1.8958827 0.3453461  1.51250506    2.4188794
#> exo3       1.1113584 0.3469331  0.70384840    1.6312658
#> 
#> $COG$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2253518 0.08607222  -0.3358920  -0.11083644
#> lag1_var2  1.4898121 0.67947122   0.6020623   2.47614937
#> lag1_var3  2.7366288 1.04265195   1.4388540   4.31298148
#> lag1_var4 -1.8319435 1.06861919  -3.4181978  -0.45542181
#> const      5.4721539 3.17738976   0.7349358   8.37519776
#> exo1      -0.2295074 0.27218729  -0.6247227   0.04261371
#> exo2      -1.9303728 0.26435504  -2.2840728  -1.58664393
#> exo3      -0.5507051 0.33403189  -0.9956476  -0.06602107
#> 
#> $COG$A$equation4
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.04890924 0.04070971 -0.002465072   0.11437926
#> lag1_var2  0.63554972 0.30485527  0.271198333   1.01795738
#> lag1_var3  0.93937741 0.45518372  0.407667032   1.50513560
#> lag1_var4  0.02248840 0.46913661 -0.571441377   0.56329275
#> const      1.54670333 1.61429568 -0.802529180   3.81031370
#> exo1      -0.06837943 0.08901299 -0.205846349   0.04317262
#> exo2      -0.83524822 0.09241228 -0.926623140  -0.68995854
#> exo3       0.22897871 0.17610093  0.050824767   0.52517516
#> 
#> 
#> 
#> $COL
#> $COL$Sigma
#> $COL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005425215 0.0001260088 0.0003770961 0.0007268511
#> 
#> $COL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02174564 0.008721403 -0.03508153   -0.0121144
#> Sigma[2,2]  2.56540324 0.804844483  1.50497108    3.6324887
#> 
#> $COL$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01119675 0.005875363  0.003723448   0.01967343
#> Sigma[3,2] -1.69830639 0.606293615 -2.482620981  -0.93161317
#> Sigma[3,3]  1.51337435 0.484162614  0.911041475   2.20041931
#> 
#> $COL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003795143 0.002891377 -0.006693688 0.0003404894
#> Sigma[4,2]  0.027586770 0.141084937 -0.191659310 0.1874651903
#> Sigma[4,3]  0.416180385 0.139437066  0.291368560 0.6469875275
#> Sigma[4,4]  0.485949636 0.111525989  0.336860283 0.6352142408
#> 
#> 
#> $COL$A
#> $COL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97838200 0.01394914  0.96538088  0.999191985
#> lag1_var2  0.05262265 0.04263217 -0.01110423  0.104496783
#> lag1_var3  0.08054472 0.06329961 -0.01614107  0.156731735
#> lag1_var4 -0.07698932 0.05836723 -0.14788818  0.011881255
#> const      0.37486679 0.22764142  0.08187811  0.669535328
#> exo1      -0.02113639 0.02029809 -0.04848290  0.005493138
#> exo2      -0.12116454 0.01507730 -0.14120213 -0.100946038
#> exo3       0.04651425 0.02495170  0.01513826  0.078840283
#> 
#> $COL$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.5468440 1.058496  -2.3455429     0.371509
#> lag1_var2  0.5632525 2.567156  -1.8104008     4.900098
#> lag1_var3 -0.2788228 3.900570  -3.8570125     6.376439
#> lag1_var4  0.4985815 3.527993  -5.4876353     3.766761
#> const      2.3184898 8.089989  -8.8434078    12.845500
#> exo1       1.0137182 1.149818  -0.3461678     2.759635
#> exo2       6.8290350 1.987106   4.1837754     9.638538
#> exo3      -0.3078748 1.492287  -2.2154950     1.666573
#> 
#> $COL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04378416 0.7196228 -0.88393424    1.1612701
#> lag1_var2  1.30916605 1.6877066 -1.24365778    3.2210410
#> lag1_var3  2.73323104 2.5538767 -1.21880778    5.4705220
#> lag1_var4 -1.82505661 2.3374325 -4.48652599    1.7104433
#> const      5.51889443 7.1385301 -4.56273297   15.2446645
#> exo1      -0.76676482 0.7255045 -1.83150387    0.2169162
#> exo2      -5.28339352 1.4266534 -7.48046998   -3.4968741
#> exo3       0.77375556 0.7775999 -0.08950854    1.9839735
#> 
#> $COL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4618765 0.3465835  -0.9253475  -0.02082821
#> lag1_var2  1.3864596 0.9793402   0.1946724   2.86400790
#> lag1_var3  2.1010929 1.4253479   0.3958084   4.27137176
#> lag1_var4 -1.0042712 1.3367371  -3.0635613   0.56379715
#> const      5.6542425 4.7626515  -1.7254369  10.89772882
#> exo1      -0.1147140 0.4739995  -0.7634417   0.46370129
#> exo2      -1.0018719 0.7151244  -2.0679419  -0.13619897
#> exo3       0.6559504 0.9443444  -0.6690854   1.72009377
#> 
#> 
#> 
#> $COM
#> $COM$Sigma
#> $COM$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0007403187 0.0002173186 0.000431375  0.001001569
#> 
#> $COM$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001147221 0.0003793276 -0.001724690 -0.0006703705
#> Sigma[2,2]  0.014006836 0.0047983220  0.009018231  0.0211424329
#> 
#> $COM$Sigma$equation3
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0007133457 0.0008935831 -0.0007818608 0.0014673200
#> Sigma[3,2] -0.0024184330 0.0024040567 -0.0053352483 0.0009262015
#> Sigma[3,3]  0.0309750908 0.0051965346  0.0234587583 0.0379305023
#> 
#> $COM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0002331852 0.001050319 -0.001403457 0.0009903353
#> Sigma[4,2] 0.0038946153 0.003972449  0.000532622 0.0105805641
#> Sigma[4,3] 0.0311522409 0.006602385  0.021951982 0.0399505235
#> Sigma[4,4] 0.0343676415 0.008625768  0.023202662 0.0466633348
#> 
#> 
#> $COM$A
#> $COM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98793810 0.02371938  0.96575658   1.02683880
#> lag1_var2  0.01151706 0.04857076 -0.05028023   0.07151510
#> lag1_var3  0.01106444 0.07438816 -0.09907064   0.10279419
#> lag1_var4 -0.01220449 0.07295497 -0.10141201   0.09339452
#> const      0.29062573 0.32629642 -0.21293903   0.63938862
#> exo1       0.01171183 0.02795062 -0.02094368   0.05311650
#> exo2      -0.02268095 0.03028743 -0.07048526   0.01592062
#> exo3      -0.01376046 0.02552718 -0.04534252   0.02654453
#> 
#> $COM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06857293 0.1156112 -0.09774075   0.22737791
#> lag1_var2  0.57482884 0.2607959  0.23901510   0.97422949
#> lag1_var3 -0.37216827 0.4541910 -0.87459367   0.29758813
#> lag1_var4  0.38686455 0.4218987 -0.23392363   0.86483428
#> const     -0.76728845 0.4544735 -1.23296113  -0.01441851
#> exo1      -0.02681298 0.0672713 -0.10367880   0.07233522
#> exo2       0.70429027 0.1459261  0.47264284   0.86535914
#> exo3       0.19970942 0.1499041 -0.01714345   0.36310937
#> 
#> $COM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.21409759 0.06111649  0.12400894    0.2953317
#> lag1_var2 -0.05320926 0.27309071 -0.43766039    0.2600780
#> lag1_var3  0.54790792 0.48835698 -0.08879812    1.2840722
#> lag1_var4  0.34308480 0.47766906 -0.37068845    0.9508537
#> const     -0.31653418 0.88796260 -1.51977315    0.9226365
#> exo1       0.14944777 0.16769745 -0.09563368    0.3372951
#> exo2      -0.80003355 0.22116147 -1.05026345   -0.4811314
#> exo3       0.04129577 0.22840635 -0.29885781    0.3389652
#> 
#> $COM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.26298241 0.0880798  0.13264205    0.3510667
#> lag1_var2  0.02000906 0.3845669 -0.51434131    0.4691081
#> lag1_var3 -0.04049453 0.6435161 -0.81689788    0.8580015
#> lag1_var4  0.95971303 0.6263562  0.09095181    1.7411293
#> const     -2.03089518 0.8338393 -3.16487768   -0.8041469
#> exo1       0.14624622 0.1566677 -0.07854786    0.3350091
#> exo2      -0.51522005 0.2596178 -0.81373075   -0.1513745
#> exo3       0.13404685 0.2336691 -0.15245322    0.5011814
#> 
#> 
#> 
#> $CPV
#> $CPV$Sigma
#> $CPV$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001131888 0.0002890001 0.0007922517  0.001523803
#> 
#> $CPV$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002010116 0.003138061 -0.005988464  0.001767625
#> Sigma[2,2]  0.273124287 0.065900934  0.209003772  0.371068768
#> 
#> $CPV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002678852 0.004708972 -0.003421039  0.009699097
#> Sigma[3,2] -0.172579991 0.107597709 -0.341614105 -0.063125444
#> Sigma[3,3]  0.439466893 0.141230066  0.260059745  0.658134637
#> 
#> $CPV$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00172204 0.004296981 -0.003947563  0.007159102
#> Sigma[4,2] -0.01403206 0.090152718 -0.146153198  0.097477550
#> Sigma[4,3]  0.38440752 0.102339570  0.225073477  0.520137633
#> Sigma[4,4]  0.42768224 0.091146392  0.280259980  0.537364917
#> 
#> 
#> $CPV$A
#> $CPV$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.936601496 0.01206648  0.91854394   0.95023853
#> lag1_var2  0.117245696 0.03878865  0.07435740   0.17651437
#> lag1_var3  0.167403718 0.06483408  0.09245461   0.26719547
#> lag1_var4 -0.161844033 0.06317361 -0.25963507  -0.08877063
#> const      0.826325179 0.28805325  0.45504529   1.26194574
#> exo1      -0.003529132 0.03082243 -0.03804956   0.04365986
#> exo2      -0.275186036 0.02862645 -0.31019781  -0.22914651
#> exo3      -0.079075124 0.04316680 -0.15018286  -0.03227238
#> 
#> $CPV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1990309 0.2119702 -0.49188378   0.04946037
#> lag1_var2  0.4831476 0.2606678  0.07485347   0.78259813
#> lag1_var3 -0.1741777 0.4020940 -0.83431300   0.25755004
#> lag1_var4  0.2994448 0.3878894 -0.10672909   0.94205058
#> const      1.9165136 4.3993512 -3.43464745   8.77154856
#> exo1       0.1690520 0.3363571 -0.27570950   0.62199151
#> exo2       2.4275551 0.5171636  1.60193955   2.97930823
#> exo3       1.1044197 1.1348961 -0.63671337   2.56794083
#> 
#> $CPV$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.41199510 0.2891689  -0.7592675 -0.008102402
#> lag1_var2  2.52035447 0.7231270   1.4384824  3.437630300
#> lag1_var3  4.78438778 1.3114689   2.8154608  6.468678269
#> lag1_var4 -3.82860612 1.2510651  -5.4173098 -1.962275033
#> const      7.73089571 4.6729818   2.6763426 15.148661017
#> exo1       0.04675512 0.5054362  -0.5875551  0.783447214
#> exo2      -4.21120845 0.7735575  -5.1865786 -3.124217462
#> exo3      -2.35203003 1.1470455  -3.7594553 -0.669022401
#> 
#> $CPV$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6172700 0.3511755  -1.0590069   -0.1409313
#> lag1_var2  2.7614942 0.6972677   1.7177651    3.7262996
#> lag1_var3  4.5945512 1.3447236   2.6422073    6.4707398
#> lag1_var4 -3.5202489 1.2710807  -5.2740552   -1.6663998
#> const      7.9879120 6.0836835   1.0766857   17.1718530
#> exo1       0.1641964 0.6485428  -0.4393892    1.1737538
#> exo2      -3.2828864 0.6759127  -4.1042809   -2.2430518
#> exo3      -1.9702634 0.7454307  -2.9273229   -1.1771035
#> 
#> 
#> 
#> $CRI
#> $CRI$Sigma
#> $CRI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003291745 8.918453e-05 0.0002252693  0.000454167
#> 
#> $CRI$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01076399 0.005004093 -0.01698532 -0.003856757
#> Sigma[2,2]  1.09618452 0.229428743  0.73620911  1.360377367
#> 
#> $CRI$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004423791 0.00268768  0.0008683015  0.008122741
#> Sigma[3,2] -0.035803136 0.19396921 -0.2966100068  0.226326062
#> Sigma[3,3]  1.523470555 0.32388559  1.2488195899  2.093996651
#> 
#> $CRI$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002280144 0.003650203 -0.006986636  0.002160555
#> Sigma[4,2]  0.685438615 0.268739438  0.331980634  0.969358209
#> Sigma[4,3]  1.626929144 0.354126514  1.291823482  2.203691815
#> Sigma[4,4]  2.216766796 0.445285165  1.696680025  2.851562253
#> 
#> 
#> $CRI$A
#> $CRI$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.972995184 0.01548796  0.949100511  0.991085463
#> lag1_var2  0.052770441 0.03852738  0.006488627  0.109249214
#> lag1_var3  0.079938486 0.06085450  0.006218451  0.168697769
#> lag1_var4 -0.077445166 0.05681559 -0.159804016 -0.009313581
#> const      0.520367256 0.16445014  0.304480078  0.745536160
#> exo1       0.014466229 0.02165568 -0.019914663  0.037546133
#> exo2      -0.073537704 0.02069321 -0.095571145 -0.041177271
#> exo3       0.004526366 0.02318022 -0.027064254  0.032312322
#> 
#> $CRI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   1.5139276  0.7550936   0.4829064    2.2963102
#> lag1_var2  -2.0104357  1.8291933  -4.3286265    0.4016292
#> lag1_var3  -4.1277132  2.8568002  -7.7094446   -0.4249044
#> lag1_var4   3.9065075  2.6735442   0.4513747    7.3431041
#> const     -19.8770408 10.5742017 -32.7697010   -3.8228847
#> exo1       -0.9869723  1.2705931  -2.3660198    0.9799844
#> exo2        5.8632090  1.2607796   4.3542572    7.4423424
#> exo3        2.4962938  1.3326428   0.6129393    4.4800353
#> 
#> $CRI$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.37543794  0.9858707  -1.8213711    0.8207284
#> lag1_var2  2.84965947  1.4929514   0.8334162    4.5863278
#> lag1_var3  5.18059338  2.3700517   2.0594054    8.0041276
#> lag1_var4 -4.27942029  2.1597677  -6.8508381   -1.3380404
#> const     12.96769379 13.8275835  -5.2282126   34.1632523
#> exo1       0.02306424  0.8883431  -1.2204381    1.2173089
#> exo2      -5.47439850  0.8013664  -6.8383123   -4.7016255
#> exo3      -1.09201745  1.1534813  -2.2851998    0.7000130
#> 
#> $CRI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5781434  1.085270  -0.7204021    2.2515871
#> lag1_var2  1.4148973  2.382985  -2.1267039    4.2357798
#> lag1_var3  2.3206378  3.771187  -3.1610665    7.0584822
#> lag1_var4 -1.5395444  3.507843  -5.9199319    3.5968162
#> const     -0.7975419 15.457017 -23.5416947   17.2418013
#> exo1      -0.6240930  1.283822  -1.9919316    1.3441547
#> exo2      -2.1469638  1.095180  -3.5383588   -0.6951912
#> exo3       0.5498157  1.785079  -1.3915773    3.2631753
#> 
#> 
#> 
#> $CUB
#> $CUB$Sigma
#> $CUB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001823639 0.0004463686 0.001265668  0.002484204
#> 
#> $CUB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008620537 0.002588046  -0.0125842 -0.005610465
#> Sigma[2,2]  0.222398072 0.045809853   0.1657612  0.282608478
#> 
#> $CUB$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0070370 0.003172377  0.002374724   0.01129012
#> Sigma[3,2] -0.1328858 0.060845134 -0.244915990  -0.07846887
#> Sigma[3,3]  0.2292877 0.087040117  0.161354156   0.39113982
#> 
#> $CUB$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003063901 0.002709898 -0.0002246758  0.007550647
#> Sigma[4,2] -0.018618766 0.057179069 -0.1159641094  0.040616973
#> Sigma[4,3]  0.163817148 0.057652494  0.1153816981  0.269897895
#> Sigma[4,4]  0.157469902 0.037811587  0.1121900951  0.214910691
#> 
#> 
#> $CUB$A
#> $CUB$A$equation1
#>                  mean         sd 5% quantile  95% quantile
#> lag1_var1  0.99612994 0.03148846  0.95409278  1.0332120122
#> lag1_var2  0.05690479 0.08665660 -0.06850097  0.1490272577
#> lag1_var3  0.13771891 0.17004623 -0.10354168  0.3234164472
#> lag1_var4 -0.14854110 0.16558297 -0.32959368  0.0856789821
#> const      0.76312657 0.47248653  0.17423201  1.4536510067
#> exo1      -0.01540008 0.02704786 -0.05004891  0.0240692748
#> exo2      -0.13667910 0.04340580 -0.17975969 -0.0685510058
#> exo3      -0.05147952 0.04490150 -0.11746794  0.0004775658
#> 
#> $CUB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.34377280 0.4554602  -1.1134331   0.09375911
#> lag1_var2  1.14969526 1.1499578  -0.2159759   3.02745904
#> lag1_var3  0.32521283 2.2225299  -2.2899506   3.94802336
#> lag1_var4 -0.18174973 2.1105340  -3.5962667   2.32103503
#> const      0.69608937 5.4865900  -6.4563125   8.67134900
#> exo1       0.06512721 0.5088323  -0.5710871   0.78427746
#> exo2       0.14411637 0.4133551  -0.3895829   0.68998348
#> exo3       0.48968351 0.4991396  -0.3444329   1.02580408
#> 
#> $CUB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8716162 0.5375058   0.3553714    1.7797741
#> lag1_var2 -0.6884006 1.0280742  -2.2162508    0.4485307
#> lag1_var3 -0.0775253 1.9708059  -3.0104650    2.0781172
#> lag1_var4  0.6944814 1.8493908  -1.3763688    3.4601770
#> const     -0.2507420 5.0124514  -6.9098610    7.2017811
#> exo1      -0.4089246 0.4202410  -0.8151745    0.2529637
#> exo2      -3.3634962 0.4048967  -3.8433041   -2.6998609
#> exo3      -0.1853744 0.6494241  -1.1174259    0.5652972
#> 
#> $CUB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.74365745 0.3987933   0.2793032    1.3874966
#> lag1_var2 -0.33795999 0.6495837  -1.2920254    0.4182740
#> lag1_var3 -0.38345260 1.2309197  -2.1757741    1.0529796
#> lag1_var4  1.07886766 1.1416626  -0.2239663    2.6895351
#> const     -1.33610408 3.1341015  -5.7025816    2.6129962
#> exo1      -0.39168629 0.3568051  -0.7991467    0.1040828
#> exo2      -3.34982116 0.3170891  -3.7004995   -2.8983002
#> exo3       0.05912661 0.5355690  -0.6036227    0.8231580
#> 
#> 
#> 
#> $CYP
#> $CYP$Sigma
#> $CYP$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001009735 0.0002064252 0.0008164398  0.001343402
#> 
#> $CYP$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03826285 0.01432179 -0.06202467  -0.02353923
#> Sigma[2,2]  2.16256110 0.89418923  1.31471673   3.64537941
#> 
#> $CYP$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02326216 0.01057494  0.01222294   0.04069963
#> Sigma[3,2] -1.40459846 0.60659943 -2.39452435  -0.76242130
#> Sigma[3,3]  1.17222869 0.42180785  0.63981458   1.78716130
#> 
#> $CYP$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.00128342 0.003276383 -0.00579402  0.003105125
#> Sigma[4,2] -0.02936096 0.151201435 -0.21196930  0.152874383
#> Sigma[4,3]  0.29962410 0.113125091  0.16942204  0.449453308
#> Sigma[4,4]  0.30445297 0.065110166  0.22930514  0.397670616
#> 
#> 
#> $CYP$A
#> $CYP$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.956396760 0.02616843  0.914539092   0.98476979
#> lag1_var2  0.126787899 0.03443644  0.074549665   0.17001171
#> lag1_var3  0.202270436 0.05490201  0.120814342   0.27436005
#> lag1_var4 -0.194847033 0.05113463 -0.256464174  -0.11692461
#> const      0.599005137 0.27623619  0.214525630   0.94519871
#> exo1       0.004900586 0.03118952 -0.033599342   0.05139099
#> exo2      -0.076833930 0.03333940 -0.116045449  -0.02885579
#> exo3       0.056244964 0.03626592 -0.007042562   0.09154444
#> 
#> $CYP$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.8164271 1.141618  -0.8954894     2.165223
#> lag1_var2 -3.8068167 1.170794  -4.8357184    -1.928222
#> lag1_var3 -7.4467771 1.866626  -9.1110009    -4.462038
#> lag1_var4  7.2896605 1.658803   4.6768075     8.636608
#> const     -8.4311101 9.255004 -20.5612177     2.981863
#> exo1      -0.4536806 1.348968  -2.2493387     1.531908
#> exo2       1.4498953 1.554394  -0.4647467     3.360467
#> exo3       0.4054012 1.165333  -0.8037885     2.302348
#> 
#> $CYP$A$equation3
#>                   mean       sd 5% quantile 95% quantile
#> lag1_var1  0.009611441 1.052110   -1.435957    1.3503266
#> lag1_var2  2.701259028 1.438276    1.085354    5.0343861
#> lag1_var3  5.228859007 2.306117    2.687072    9.0178955
#> lag1_var4 -4.266545469 2.048811   -7.565374   -1.9199272
#> const      1.880861474 7.160221   -5.314583   13.0367848
#> exo1      -0.003567117 1.010464   -1.366465    1.4133282
#> exo2      -1.300323226 1.129248   -2.540374    0.3962342
#> exo3       0.606317334 1.263417   -1.494101    2.0293531
#> 
#> $CYP$A$equation4
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1  0.572837839 0.4849257  -0.08252384    1.2246250
#> lag1_var2 -0.045795894 1.1345742  -1.37603181    1.7573362
#> lag1_var3 -0.008256296 1.8086186  -2.09580847    2.8790327
#> lag1_var4  0.884366640 1.6751205  -1.76274725    2.8296567
#> const     -5.349555347 3.9856349 -11.31224856    0.2306554
#> exo1      -0.328043779 0.4705556  -0.94151863    0.3929812
#> exo2      -0.428157688 0.7838785  -1.45025311    0.8428294
#> exo3       0.925412027 0.7606132  -0.02969157    1.9925848
#> 
#> 
#> 
#> $CZE
#> $CZE$Sigma
#> $CZE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005743304 0.0001231607 0.0004535833 0.0007635033
#> 
#> $CZE$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01399337 0.003878742 -0.01981193 -0.009542384
#> Sigma[2,2]  0.78499968 0.195606013  0.54805061  1.049456930
#> 
#> $CZE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007543853 0.002084763  0.005455721   0.01068583
#> Sigma[3,2] -0.439178425 0.100114306 -0.580895056  -0.32985675
#> Sigma[3,3]  0.290549781 0.053692256  0.235046078   0.37003923
#> 
#> $CZE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0008786253 0.001027646 -0.001945976 0.0008464949
#> Sigma[4,2]  0.0335155477 0.047994197 -0.034417943 0.0984629625
#> Sigma[4,3]  0.0289260060 0.024967822 -0.008908992 0.0602554695
#> Sigma[4,4]  0.0522504533 0.015652313  0.036119171 0.0767480961
#> 
#> 
#> $CZE$A
#> $CZE$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.988231696 0.01541033  0.96852265   1.00825696
#> lag1_var2 -0.008018469 0.03835109 -0.05644557   0.04264595
#> lag1_var3 -0.021573161 0.06445006 -0.10379573   0.06401994
#> lag1_var4  0.023657140 0.06143269 -0.05751197   0.10260908
#> const      0.174071534 0.26344945 -0.10991233   0.58950284
#> exo1       0.004659951 0.03176667 -0.02575189   0.05818870
#> exo2      -0.070739372 0.01622994 -0.09282698  -0.05344747
#> exo3       0.033720367 0.01901911  0.00307082   0.05379706
#> 
#> $CZE$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.6733944  0.7933844  -1.6686506    0.4624975
#> lag1_var2  1.5252104  2.7284249  -2.1893067    5.2399022
#> lag1_var3  1.0499741  4.6240430  -5.2096921    7.4158763
#> lag1_var4 -0.8485997  4.4654041  -6.9660125    5.2256569
#> const      5.8667614 11.4807752 -12.3607783   17.4810214
#> exo1      -0.3151410  0.8153696  -1.5325889    0.6907427
#> exo2       0.9388533  0.5936342   0.2414973    1.6221509
#> exo3       0.1065933  0.9272075  -1.2780522    1.2311122
#> 
#> $CZE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.53037149 0.4632095  -0.2332186    1.0026974
#> lag1_var2 -0.14641717 1.5722315  -2.0261295    2.3540869
#> lag1_var3  0.76646131 2.6476070  -2.3904538    4.9831322
#> lag1_var4  0.01513302 2.5632893  -4.0780997    3.0632127
#> const     -0.56548097 6.9124373  -6.0357550   11.7950568
#> exo1      -0.14457262 0.5652850  -0.8770009    0.6499428
#> exo2      -1.33255902 0.2836214  -1.6792235   -0.9259758
#> exo3      -0.22822258 0.4504697  -0.8206839    0.3298056
#> 
#> $CZE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.13424044 0.1465593 -0.04353427    0.3469247
#> lag1_var2  0.47471255 0.5766401 -0.50200795    0.9132943
#> lag1_var3  0.91194872 0.9685108 -0.72279128    1.6501064
#> lag1_var4  0.01441342 0.9549282 -0.70893707    1.6165713
#> const      1.32744586 2.8207035 -3.70414785    3.6377848
#> exo1      -0.33530186 0.1697360 -0.56545473   -0.0863917
#> exo2      -0.79857770 0.2218993 -1.13400411   -0.5289285
#> exo3      -0.15991737 0.2651296 -0.50715801    0.2143822
#> 
#> 
#> 
#> $DEU
#> $DEU$Sigma
#> $DEU$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003267135 6.033434e-05 0.0002678888 0.0004323496
#> 
#> $DEU$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005390868 0.002240812 -0.008080233  -0.00195462
#> Sigma[2,2]  0.380153435 0.075607090  0.285829753   0.48705280
#> 
#> $DEU$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.004444471 0.002548279  0.00139699   0.00792162
#> Sigma[3,2] -0.341432886 0.088204179 -0.45188519  -0.22506306
#> Sigma[3,3]  0.456969327 0.122072518  0.29116975   0.63164490
#> 
#> $DEU$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001319556 0.001553022 -0.0007073158  0.003491836
#> Sigma[4,2] -0.126943384 0.061345645 -0.2116930142 -0.051211899
#> Sigma[4,3]  0.274541675 0.081185390  0.1633277324  0.390857721
#> Sigma[4,4]  0.214140255 0.053096797  0.1426631674  0.284356704
#> 
#> 
#> $DEU$A
#> $DEU$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.971602774 0.02302707  0.942458745   1.00335087
#> lag1_var2  0.015088461 0.04578890 -0.056190606   0.06236652
#> lag1_var3  0.019673227 0.07651676 -0.097890740   0.10133436
#> lag1_var4 -0.012880534 0.06893183 -0.086894671   0.09189819
#> const      0.404765532 0.19711962  0.097585668   0.64577351
#> exo1      -0.007053638 0.01438823 -0.028637479   0.01010367
#> exo2      -0.048545807 0.01436451 -0.070682751  -0.03033358
#> exo3       0.019028975 0.01981070 -0.005831668   0.04344333
#> 
#> $DEU$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1831740  0.8231812  -0.8363759    1.3434929
#> lag1_var2  3.5721762  1.3955884   1.6320755    5.3259771
#> lag1_var3  4.8268516  2.3347872   1.6570034    7.8231419
#> lag1_var4 -5.1420973  2.0827179  -7.8496648   -2.3755062
#> const     15.0856624 10.1242119  -1.3851165   27.4301602
#> exo1      -0.4184441  0.4425484  -0.9736604    0.2450245
#> exo2       0.9918568  0.4898151   0.3121739    1.6579829
#> exo3      -0.2977279  0.7070683  -1.2397751    0.5199680
#> 
#> $DEU$A$equation3
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1   0.039571644  1.0197922  -1.2132437    1.2428751
#> lag1_var2  -1.858570134  1.9836690  -4.3764934    0.3079435
#> lag1_var3  -2.353173366  3.3105615  -6.5620974    1.1956833
#> lag1_var4   3.503301762  2.9723688   0.3432809    7.3167758
#> const     -10.617826181 11.2219377 -23.8930097    6.7847419
#> exo1        0.535061439  0.5406812  -0.2407506    1.2335079
#> exo2       -1.850518460  0.6438778  -2.7549549   -0.9850981
#> exo3        0.004388273  0.8778316  -1.1976572    1.3199063
#> 
#> $DEU$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.14365793 0.6167316  -0.5084834    0.8449169
#> lag1_var2 -0.08705784 1.3659118  -1.7494172    1.4230093
#> lag1_var3 -0.08339555 2.2794649  -2.8535596    2.3397603
#> lag1_var4  1.08103771 2.0648764  -1.1445820    3.6107866
#> const     -3.62592008 5.9891799 -10.4599951    4.7554122
#> exo1       0.32095525 0.4238759  -0.3120664    0.8244027
#> exo2      -1.31167004 0.5320887  -2.0053453   -0.7548924
#> exo3      -0.16892855 0.6075545  -0.9499181    0.6949794
#> 
#> 
#> 
#> $DJI
#> $DJI$Sigma
#> $DJI$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004084873 9.66869e-05 0.0002970601 0.0005587305
#> 
#> $DJI$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001314533 0.0006002802 -0.002057349 -0.0003955158
#> Sigma[2,2]  0.031340766 0.0053186142  0.025039210  0.0388068912
#> 
#> $DJI$Sigma$equation3
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[3,1]  0.0001400164 0.0004010351 -0.0002998654  0.0007479768
#> Sigma[3,2] -0.0183750057 0.0041174192 -0.0245120920 -0.0134597370
#> Sigma[3,3]  0.0223649248 0.0045477950  0.0164865669  0.0295480041
#> 
#> $DJI$Sigma$equation4
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0006682558 0.0005278585 -0.001392773  5.512371e-05
#> Sigma[4,2] -0.0097151222 0.0053581480 -0.016554071 -2.656029e-03
#> Sigma[4,3]  0.0207292956 0.0044368312  0.014392249  2.740999e-02
#> Sigma[4,4]  0.0234651368 0.0044817411  0.017339652  2.940402e-02
#> 
#> 
#> $DJI$A
#> $DJI$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97065026 0.01312911  0.951601015   0.98612413
#> lag1_var2  0.02760725 0.01331622  0.011671493   0.04547323
#> lag1_var3  0.10363388 0.03169454  0.059115110   0.14065233
#> lag1_var4 -0.09273775 0.02484867 -0.124427711  -0.06059253
#> const      0.49463007 0.06942506  0.409934921   0.58754404
#> exo1       0.01037599 0.01642300 -0.008195284   0.03415975
#> exo2      -0.04159352 0.01596870 -0.054977080  -0.01526840
#> exo3      -0.01544634 0.02536794 -0.046303455   0.02574222
#> 
#> $DJI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.29647089 0.1046581  0.14465760    0.4444519
#> lag1_var2  0.51849785 0.1047885  0.37959811    0.6664562
#> lag1_var3 -0.04353056 0.2484107 -0.42841366    0.2939060
#> lag1_var4  0.19029773 0.1886095 -0.07238592    0.4704993
#> const      1.02099555 0.9420697 -0.29209220    2.2215949
#> exo1      -0.01305872 0.1081956 -0.16859243    0.1153763
#> exo2       1.46698545 0.2643931  1.11641702    1.8029861
#> exo3       0.72977320 0.2425913  0.46588204    1.0937897
#> 
#> $DJI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03375401 0.1495757 -0.17258105   0.19192499
#> lag1_var2  0.06602619 0.1305239 -0.09787937   0.23405285
#> lag1_var3  0.31397807 0.3014486 -0.08234870   0.74907609
#> lag1_var4  0.41301971 0.2497536  0.06803417   0.74131132
#> const      0.52749755 1.2201628 -1.14113497   2.18708923
#> exo1      -0.10278889 0.1062533 -0.25644679   0.03447483
#> exo2      -0.95750309 0.1870228 -1.22697804  -0.74458591
#> exo3      -0.39845889 0.1555144 -0.61913003  -0.20124908
#> 
#> $DJI$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.127694399 0.1593514 -0.06856103   0.32961829
#> lag1_var2  0.007587757 0.1371953 -0.15782304   0.16604914
#> lag1_var3 -0.553727998 0.3220902 -1.03908222  -0.19414868
#> lag1_var4  1.347568885 0.2649406  1.05247678   1.73989150
#> const     -1.057295926 1.3607612 -2.96234094   0.78116628
#> exo1      -0.148129569 0.1112370 -0.29786819   0.01222761
#> exo2      -0.648647622 0.1633504 -0.88502739  -0.44243692
#> exo3      -0.217364996 0.1070381 -0.35884346  -0.09624403
#> 
#> 
#> 
#> $DNK
#> $DNK$Sigma
#> $DNK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003340224 0.0001073036 0.0002249708  0.000515669
#> 
#> $DNK$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01177592 0.004861777 -0.02026425 -0.006814035
#> Sigma[2,2]  0.77352247 0.203293885  0.56135585  1.075881094
#> 
#> $DNK$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009482623 0.00317003  0.004955109   0.01417476
#> Sigma[3,2] -0.521274649 0.13665683 -0.715469550  -0.33908476
#> Sigma[3,3]  0.589788747 0.10654688  0.437744677   0.72323800
#> 
#> $DNK$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001854061 0.001208129  0.0003121811  0.003337341
#> Sigma[4,2] -0.012203928 0.062869137 -0.1026892668  0.055640078
#> Sigma[4,3]  0.268606169 0.059503820  0.2135789950  0.357817829
#> Sigma[4,4]  0.284703525 0.040887892  0.2447597732  0.351161246
#> 
#> 
#> $DNK$A
#> $DNK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.984312139 0.01265622  0.96494573  1.001291264
#> lag1_var2  0.017202706 0.03981833 -0.02589310  0.082971059
#> lag1_var3  0.022276241 0.06007645 -0.04441764  0.120925583
#> lag1_var4 -0.022143365 0.05678859 -0.11524958  0.041178386
#> const      0.404727997 0.16808293  0.20435721  0.653293685
#> exo1      -0.004605595 0.01327446 -0.02741441  0.008579547
#> exo2      -0.044777947 0.01872770 -0.07390442 -0.021721565
#> exo3       0.043447059 0.01508349  0.02014917  0.061480408
#> 
#> $DNK$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1135301 0.4333516  -0.4284224    0.7990541
#> lag1_var2  0.4178266 1.2243115  -1.2127071    2.1141318
#> lag1_var3 -0.5858205 1.8625726  -2.9516658    1.9660379
#> lag1_var4  0.6090513 1.7505674  -1.8172612    2.8601531
#> const     -3.2662097 5.3694760 -11.1683445    4.2108934
#> exo1      -0.6279599 0.7738506  -1.8066097    0.2564056
#> exo2       0.5267134 0.8080803  -0.5173049    1.5022037
#> exo3      -0.3807437 0.5214322  -0.9338023    0.4961584
#> 
#> $DNK$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.431584722 0.5291897 -1.25574635    0.1608270
#> lag1_var2  1.552212206 1.2262758 -0.00282339    3.4128198
#> lag1_var3  3.478465329 1.8570347  1.21073798    6.2880380
#> lag1_var4 -2.447899234 1.7590320 -5.14098234   -0.2561982
#> const      9.561545111 7.5455147  0.05601379   21.6401813
#> exo1       0.003736317 0.7093007 -1.02837580    1.0474876
#> exo2      -0.735349183 0.7489538 -1.75799940    0.2830141
#> exo3       0.532523231 0.7708816 -0.69139462    1.3246857
#> 
#> $DNK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3779280 0.3323589  -0.8333811  0.006686938
#> lag1_var2  1.5486437 0.8343850   0.5072304  2.764442148
#> lag1_var3  2.6960865 1.2274064   1.2313285  4.549272994
#> lag1_var4 -1.6186311 1.1667021  -3.3913457 -0.222333940
#> const      5.9771769 5.4561658   0.1811013 14.757675116
#> exo1      -0.4177002 0.4565418  -1.0505176  0.105690526
#> exo2      -0.4153996 0.5299921  -1.1120557  0.316675983
#> exo3       0.3141402 0.6176165  -0.6894870  1.018585925
#> 
#> 
#> 
#> $DOM
#> $DOM$Sigma
#> $DOM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006960809 0.0002016702 0.0005213073  0.001001513
#> 
#> $DOM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002141477 0.002518542 -0.005056648  0.001419325
#> Sigma[2,2]  0.322952858 0.074409475  0.221021843  0.426023983
#> 
#> $DOM$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01032943 0.002739257  0.006849549   0.01328468
#> Sigma[3,2] -0.06534816 0.045834308 -0.135071123  -0.01049435
#> Sigma[3,3]  0.60316089 0.101921264  0.475195495   0.74218555
#> 
#> $DOM$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.009734136 0.003255423 0.006457185   0.01485442
#> Sigma[4,2] 0.138181904 0.055061431 0.052506878   0.20235713
#> Sigma[4,3] 0.603918520 0.101252005 0.481596804   0.75288814
#> Sigma[4,4] 0.736148432 0.122912894 0.611003749   0.91458950
#> 
#> 
#> $DOM$A
#> $DOM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99281762 0.02055726  0.96762576   1.02252563
#> lag1_var2 -0.01352179 0.03696577 -0.07077543   0.02745694
#> lag1_var3 -0.03253490 0.06140907 -0.12337815   0.03792078
#> lag1_var4  0.02996088 0.05503042 -0.03366354   0.11057780
#> const      0.34469356 0.15506779  0.18029619   0.56678175
#> exo1      -0.01525492 0.02941407 -0.04790817   0.03176377
#> exo2      -0.11161220 0.03947929 -0.17028705  -0.07269471
#> exo3       0.05920855 0.02191493  0.03094614   0.09086205
#> 
#> $DOM$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.154300191 0.3895946  -0.6479229    0.3945070
#> lag1_var2  1.384210646 0.8476935   0.1563686    2.3364922
#> lag1_var3  1.666365324 1.3372379  -0.3107304    3.2871581
#> lag1_var4 -1.547912011 1.2396310  -3.0731464    0.2961704
#> const      0.524737040 3.6829963  -5.1207926    4.9453256
#> exo1      -0.750375150 0.4655258  -1.3802382   -0.1708084
#> exo2       0.001205805 0.4773271  -0.6713547    0.6623016
#> exo3       1.414934515 0.4209751   0.6693707    1.7401034
#> 
#> $DOM$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.6331949 0.5746008   0.01761182    1.5128406
#> lag1_var2 -1.4866468 0.8615807  -2.86490924   -0.6774679
#> lag1_var3 -2.0127752 1.6242085  -4.68950420   -0.2057594
#> lag1_var4  2.8406583 1.4670437   1.14776263    5.2157383
#> const     -6.9434503 6.6816060 -14.98597453    3.8588088
#> exo1       0.1396909 0.3951689  -0.36481453    0.7233734
#> exo2      -4.8705883 1.0789792  -6.16962459   -3.8457148
#> exo3       0.5530750 0.5897026  -0.35273054    1.2019636
#> 
#> $DOM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5860073 0.4514971   0.2087926    1.3272065
#> lag1_var2 -1.0489358 0.9993845  -2.5203556    0.2185935
#> lag1_var3 -1.6557383 1.9492023  -4.6865172    0.9306215
#> lag1_var4  2.5745947 1.7991208   0.1189577    5.3156030
#> const     -8.8802116 5.8161884 -14.8812248    0.6877639
#> exo1      -0.3224995 0.4902609  -0.9032848    0.4323885
#> exo2      -5.1870321 1.0816693  -6.4387092   -4.0107219
#> exo3       1.5285537 0.7031917   0.3843208    2.2855935
#> 
#> 
#> 
#> $DZA
#> $DZA$Sigma
#> $DZA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002810069 4.865337e-05 0.0002158712 0.0003474353
#> 
#> $DZA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004271929 0.003803212 -0.00985813 0.0009895292
#> Sigma[2,2]  3.160027032 0.327487363  2.77554387 3.6600679387
#> 
#> $DZA$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0004842356 0.002296428 -0.002285814  0.004021915
#> Sigma[3,2] -1.1564872753 0.162355142 -1.323419839 -0.897275438
#> Sigma[3,3]  0.6274407606 0.101136413  0.492652182  0.776445237
#> 
#> $DZA$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001757979 0.001004196 -0.002979964 -0.0003142227
#> Sigma[4,2]  0.267505167 0.134132949  0.050156339  0.4212220645
#> Sigma[4,3]  0.136808326 0.056665306  0.079057341  0.2290646558
#> Sigma[4,4]  0.293691937 0.029871245  0.264806597  0.3444863209
#> 
#> 
#> $DZA$A
#> $DZA$A$equation1
#>                   mean         sd   5% quantile 95% quantile
#> lag1_var1  0.987535253 0.01161628  0.9724302359  1.003512411
#> lag1_var2  0.019770275 0.01725615  0.0007877817  0.045502950
#> lag1_var3  0.042700878 0.03920004  0.0006796693  0.100993774
#> lag1_var4 -0.044324604 0.03471979 -0.0968522983 -0.006512062
#> const      0.393875228 0.13457288  0.2526821888  0.609972355
#> exo1      -0.008522108 0.01036293 -0.0205265552  0.006319839
#> exo2      -0.072730357 0.01918862 -0.1015193829 -0.048333032
#> exo3      -0.004540708 0.01503850 -0.0267350659  0.011386619
#> 
#> $DZA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4368694  1.519160  -2.7841488    1.1577173
#> lag1_var2 -1.3711071  1.859618  -2.9192991    1.8356893
#> lag1_var3 -4.8727344  4.368645  -8.6274677    2.5619477
#> lag1_var4  5.4430865  3.634671  -0.9215092    8.4097590
#> const     -8.8721917 11.983554 -27.5190510    5.4700268
#> exo1      -2.1973780  1.833781  -4.0998063    0.5435428
#> exo2       1.7855550  1.878126  -0.4751815    4.3573867
#> exo3       2.9261386  1.987133   0.5012235    5.8300741
#> 
#> $DZA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7675319 0.6890082  0.03429148    1.7924567
#> lag1_var2  0.7951556 0.8764585 -0.69230413    1.4286053
#> lag1_var3  2.4410922 2.0523008 -0.99941438    3.9730287
#> lag1_var4 -2.1236479 1.7389462 -3.55032505    0.8160722
#> const      6.7054938 4.8080764  1.71657756   13.9744648
#> exo1       0.5971718 0.7745070 -0.62503855    1.3799469
#> exo2      -2.7437250 0.8361270 -3.83921254   -1.6628081
#> exo3      -2.1377471 1.0151690 -3.54800860   -0.6971041
#> 
#> $DZA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6327451 0.1895319   0.4265535    0.9089251
#> lag1_var2 -0.1182345 0.3706681  -0.5752155    0.4358360
#> lag1_var3 -0.4203263 0.8177465  -1.4338295    0.7980260
#> lag1_var4  0.9849654 0.7719694  -0.1957535    1.9245657
#> const      1.3609696 2.2492131  -2.0489921    3.7887647
#> exo1      -0.4099208 0.3731550  -0.8193279    0.1681294
#> exo2      -2.3198665 0.4373683  -2.9845730   -1.7900488
#> exo3      -0.9504518 0.3764777  -1.4578191   -0.3969758
#> 
#> 
#> 
#> $ECU
#> $ECU$Sigma
#> $ECU$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0005346028 0.0001398348 0.000406253 0.0007737225
#> 
#> $ECU$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005379852 0.001453393 -0.007744548 -0.003815334
#> Sigma[2,2]  0.189482811 0.043296187  0.127427119  0.251719845
#> 
#> $ECU$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00545015 0.003442512 -4.072021e-05  0.009402194
#> Sigma[3,2] -0.04960176 0.092959413 -1.830892e-01  0.048963270
#> Sigma[3,3]  1.28138765 0.343643332  9.810601e-01  1.864796940
#> 
#> $ECU$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.002091126 0.003238267 -0.003232102  0.005482736
#> Sigma[4,2] 0.076806582 0.109447448 -0.074847633  0.207928654
#> Sigma[4,3] 1.305356422 0.348664059  0.975108144  1.882777153
#> Sigma[4,4] 1.416328600 0.358607518  1.017913638  1.958292112
#> 
#> 
#> $ECU$A
#> $ECU$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.01639216 0.01384596  0.995193220   1.03541108
#> lag1_var2 -0.05491722 0.05136003 -0.122634162   0.01790237
#> lag1_var3 -0.11580135 0.08856565 -0.235814992   0.01294410
#> lag1_var4  0.10777900 0.08452449 -0.014689927   0.22264515
#> const      0.05680942 0.13567177 -0.138303650   0.22812114
#> exo1       0.03730345 0.01836382  0.016541435   0.06467464
#> exo2      -0.11739654 0.02197607 -0.149064932  -0.08833853
#> exo3       0.02122249 0.02487098 -0.009375245   0.05676802
#> 
#> $ECU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3721553 0.2036526  -0.7367401  -0.16962347
#> lag1_var2  2.1368488 0.7157011   1.2546664   3.17080942
#> lag1_var3  2.5948087 1.2009861   1.2429359   4.49155661
#> lag1_var4 -2.5189341 1.1666150  -4.3341579  -1.18835341
#> const      6.5000386 2.7927574   3.9711300  11.19202553
#> exo1       0.2174864 0.2908389  -0.1642349   0.55510835
#> exo2       2.4084475 0.5544017   1.7042829   3.16961602
#> exo3      -0.6440384 0.4559283  -1.2256315   0.05761716
#> 
#> $ECU$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9195230  0.5743983  -0.01922718     1.614483
#> lag1_var2 -0.7501098  2.1780861  -3.91529319     1.745930
#> lag1_var3 -1.4936948  3.7584348  -6.67223038     3.231375
#> lag1_var4  2.1284746  3.6200528  -2.39794043     7.136841
#> const     -2.7542370 10.2774013 -13.55476468    14.002746
#> exo1       0.3740562  1.1881743  -1.25554675     2.109946
#> exo2      -6.9426836  1.5901548  -8.96332969    -4.600908
#> exo3       2.9853257  1.1455780   1.78132372     4.829791
#> 
#> $ECU$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.71745340  0.5682814  -0.2294297     1.344268
#> lag1_var2  0.36360210  2.2649101  -3.1054403     3.080480
#> lag1_var3 -0.27179166  3.8880215  -5.8421744     4.831421
#> lag1_var4  0.96236400  3.7424020  -3.9346671     6.344065
#> const     -0.05680183 10.3369447 -10.5137228    16.764438
#> exo1       0.54951269  1.1978614  -1.1097585     2.278897
#> exo2      -5.70576788  1.6321089  -7.3301733    -3.244073
#> exo3       2.69539003  1.2508280   1.2927335     4.673959
#> 
#> 
#> 
#> $EGY
#> $EGY$Sigma
#> $EGY$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002180713 6.905357e-05 0.0001523595 0.0003227077
#> 
#> $EGY$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0083412 0.004023067 -0.01513991 -0.005000047
#> Sigma[2,2]  0.8638848 0.245938230  0.60157639  1.269977870
#> 
#> $EGY$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003537864 0.002068095  0.001438695  0.006755878
#> Sigma[3,2] -0.357627475 0.133198112 -0.536020941 -0.164816738
#> Sigma[3,3]  0.820383110 0.182967890  0.606522421  1.067115764
#> 
#> $EGY$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0004409759 0.001435689 -0.002150811  0.001702502
#> Sigma[4,2]  0.0520309254 0.128577017 -0.120423804  0.204542545
#> Sigma[4,3]  0.7187749308 0.180308763  0.516387407  0.971470487
#> Sigma[4,4]  0.8189511289 0.202592267  0.569566324  1.110318453
#> 
#> 
#> $EGY$A
#> $EGY$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.996908041 0.004061917  0.990602184  1.001122133
#> lag1_var2 -0.007710532 0.007737687 -0.016446850  0.004322418
#> lag1_var3 -0.012084077 0.014078974 -0.027118422  0.010165230
#> lag1_var4  0.009953065 0.013181619 -0.011150312  0.022514331
#> const      0.244932424 0.082391446  0.131195761  0.349392218
#> exo1       0.014900624 0.012208174 -0.003247358  0.030930267
#> exo2      -0.022715601 0.023698190 -0.057346910  0.009129261
#> exo3      -0.009526485 0.016160743 -0.028281545  0.013482146
#> 
#> $EGY$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.03465183 0.2152155  -0.18583590    0.3691669
#> lag1_var2  0.16794859 0.5161673  -0.40470449    0.9727201
#> lag1_var3 -1.22374714 1.0014082  -2.41959163    0.3634915
#> lag1_var4  1.26450287 0.8437574  -0.04359853    2.3014764
#> const     -0.27879977 8.4682441 -12.96873254   11.8214695
#> exo1      -0.36735628 1.2587717  -1.90269637    1.3454526
#> exo2       0.12276184 1.3658393  -1.67612929    2.0853766
#> exo3      -0.72013283 1.2541348  -2.15168080    1.0562386
#> 
#> $EGY$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.16208883 0.3553234  -0.4829419   0.41090821
#> lag1_var2  0.50625502 0.8983079  -0.8696053   1.47604188
#> lag1_var3  2.08508905 1.8152850  -0.5696338   4.17071884
#> lag1_var4 -1.10760052 1.7475718  -3.0836880   1.44816270
#> const      5.22071178 7.9041989  -6.0384998  15.80870495
#> exo1       0.01783331 0.9848696  -1.3439127   1.18061483
#> exo2      -1.05651076 1.1328966  -2.9195364   0.09697526
#> exo3       1.09001607 0.9433167  -0.0256231   2.28314554
#> 
#> $EGY$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.14889588 0.3621736  -0.5063787    0.4330999
#> lag1_var2  0.30507934 0.9638939  -0.9591454    1.5658874
#> lag1_var3  0.94656628 1.9802644  -1.5947515    3.5549913
#> lag1_var4  0.08580147 1.8943426  -2.4099546    2.5572976
#> const      3.63893338 7.3788006  -7.6104207   11.0872479
#> exo1      -0.19667525 0.5773802  -1.1139333    0.4491143
#> exo2      -1.08436170 1.1757201  -2.8636805    0.4327432
#> exo3       0.83740624 0.8340776  -0.4514053    1.7691091
#> 
#> 
#> 
#> $ERI
#> $ERI$Sigma
#> $ERI$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007328642 0.001381693 0.005768237  0.009487938
#> 
#> $ERI$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002218931 0.001033560 -0.003269620 -0.0005199865
#> Sigma[2,2]  0.008080353 0.001697574  0.006201869  0.0108101111
#> 
#> $ERI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001488867 0.003988288 -0.003985063  0.007132886
#> Sigma[3,2] -0.012924477 0.004647265 -0.018146161 -0.005247788
#> Sigma[3,3]  0.114020722 0.024093111  0.082793517  0.149248015
#> 
#> $ERI$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0002537024 0.004243458 -0.00642465  0.005782369
#> Sigma[4,2] -0.0073402037 0.004964405 -0.01197638  0.001194649
#> Sigma[4,3]  0.1099225485 0.025202334  0.08005242  0.147091234
#> Sigma[4,4]  0.1100176072 0.026584022  0.07833023  0.148352607
#> 
#> 
#> $ERI$A
#> $ERI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.920992930 0.06750146  0.81835669   0.99254358
#> lag1_var2  0.081436402 0.24489741 -0.21991452   0.44099152
#> lag1_var3 -0.010999159 0.37726766 -0.48011441   0.54196127
#> lag1_var4  0.020539560 0.36614868 -0.51457612   0.47477107
#> const      0.451619050 0.86393287 -0.76952939   1.66528238
#> exo1      -0.071649538 0.08921740 -0.17386879   0.06365909
#> exo2      -0.045226524 0.09035227 -0.14131882   0.09222216
#> exo3      -0.001694188 0.06942968 -0.09925372   0.08991333
#> 
#> $ERI$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.114021003 0.06724249  0.02614618   0.20324135
#> lag1_var2  0.513562816 0.16749759  0.31125010   0.76592383
#> lag1_var3 -0.008902621 0.22746065 -0.35013058   0.25811692
#> lag1_var4  0.006847738 0.21895941 -0.25271886   0.33484212
#> const      0.465841160 0.60754148 -0.38039084   1.23844982
#> exo1      -0.078318227 0.09212096 -0.19454001   0.04158835
#> exo2       0.503908482 0.06606390  0.42810977   0.58573922
#> exo3       0.235271876 0.09729161  0.12267544   0.37184944
#> 
#> $ERI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.20838817 0.2630870 -0.64548680  0.004534681
#> lag1_var2  0.94172262 1.0170379 -0.30876911  2.611257522
#> lag1_var3  1.99837896 1.5398244  0.07988853  4.415584787
#> lag1_var4 -1.01156695 1.5039831 -3.36855375  0.858178506
#> const      4.55918182 4.0446318  1.76012680 10.826988472
#> exo1       0.02990613 0.3294603 -0.43322983  0.448563254
#> exo2      -1.14431958 0.2481637 -1.48419809 -0.807107251
#> exo3      -0.01793500 0.2630515 -0.35636042  0.300148906
#> 
#> $ERI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1428145 0.2587959  -0.5434955   0.06844809
#> lag1_var2  1.0135580 1.0051788  -0.2426115   2.65065555
#> lag1_var3  1.5861106 1.4938744  -0.3591871   3.91244236
#> lag1_var4 -0.5739910 1.4616123  -2.8486991   1.32676606
#> const      3.3978517 3.9753119   1.0198119   9.33493127
#> exo1      -0.0307967 0.3212892  -0.5172817   0.35497830
#> exo2      -0.8005404 0.2524343  -1.1380791  -0.43092559
#> exo3       0.1756807 0.2339053  -0.1412982   0.46206152
#> 
#> 
#> 
#> $ESH
#> $ESH$Sigma
#> $ESH$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003310639 0.0001005094 0.0002274139  0.000475575
#> 
#> $ESH$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002227015 0.0007301545 -0.003362428 -0.001336381
#> Sigma[2,2]  0.063827225 0.0145979073  0.051150551  0.088521395
#> 
#> $ESH$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002146844 0.001782976  0.0005733253  0.005319657
#> Sigma[3,2] -0.070709923 0.031291948 -0.1265629726 -0.045757973
#> Sigma[3,3]  0.148669141 0.065207932  0.1021157696  0.261828711
#> 
#> $ESH$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001092198 0.001609601 -0.000534409  0.003853192
#> Sigma[4,2] -0.039342966 0.027081409 -0.085551271 -0.013439661
#> Sigma[4,3]  0.119715070 0.053737045  0.077101573  0.210171834
#> Sigma[4,4]  0.106759382 0.044437957  0.067990481  0.178247597
#> 
#> 
#> $ESH$A
#> $ESH$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0093516466 0.02082567  0.98463413   1.03998763
#> lag1_var2 -0.0181893346 0.02594081 -0.05592734   0.01352663
#> lag1_var3 -0.0076444740 0.05091787 -0.08464365   0.05184012
#> lag1_var4  0.0006473048 0.04536291 -0.05071115   0.07287626
#> const      0.3527030042 0.09055195  0.24223290   0.48715979
#> exo1      -0.0037482479 0.02238045 -0.02987253   0.02405402
#> exo2      -0.0654506978 0.02181373 -0.09664545  -0.04017675
#> exo3      -0.0025608316 0.03055895 -0.04953719   0.03828962
#> 
#> $ESH$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.48540295 0.2584802  -0.7773326  -0.07387911
#> lag1_var2  1.26247446 0.2251501   0.8882674   1.50894917
#> lag1_var3  0.62061098 0.5023363  -0.1554948   1.28601322
#> lag1_var4 -0.46146736 0.4452241  -1.0701616   0.21609513
#> const      1.75499002 1.9905113  -1.5524795   3.67410666
#> exo1       0.09815616 0.3410328  -0.3083549   0.59496804
#> exo2       0.81100612 0.2005785   0.5518142   1.09169744
#> exo3       0.15683085 0.3089514  -0.1770002   0.68960808
#> 
#> $ESH$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.17746552 0.2796255   0.7485127    1.5422113
#> lag1_var2 -1.05536590 0.3550894  -1.4278766   -0.4877302
#> lag1_var3 -0.91749336 0.7514121  -1.7667457    0.3255121
#> lag1_var4  1.53632460 0.6802317   0.4189680    2.3154988
#> const     -2.78968416 3.0411248  -5.1509159    2.6425825
#> exo1      -0.03219895 0.6175191  -0.9004047    0.7520547
#> exo2      -3.15371239 0.3475837  -3.4833603   -2.5950268
#> exo3      -0.11235595 0.4601096  -0.7018221    0.4261728
#> 
#> $ESH$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.00259683 0.2550341   0.5933041    1.2289193
#> lag1_var2 -0.76959227 0.3803100  -1.2542554   -0.2469678
#> lag1_var3 -1.30933158 0.7605717  -2.3233175   -0.1878864
#> lag1_var4  2.02077197 0.6831526   1.0116853    2.9609724
#> const     -3.92232287 2.4374830  -5.9843185    0.3393279
#> exo1       0.02044693 0.4976376  -0.6833111    0.6468530
#> exo2      -2.94745278 0.3643038  -3.3827539   -2.4054457
#> exo3      -0.02497098 0.3767457  -0.5436101    0.4666730
#> 
#> 
#> 
#> $ESP
#> $ESP$Sigma
#> $ESP$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004858798 0.000159204 0.0003060199 0.0007191396
#> 
#> $ESP$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04032313 0.01357735 -0.05982129  -0.02574566
#> Sigma[2,2]  4.53315958 1.31416784  2.78087419   6.30480394
#> 
#> $ESP$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0239959 0.007951715  0.01527749   0.03503449
#> Sigma[3,2] -2.4843739 0.735025354 -3.49671607  -1.58513301
#> Sigma[3,3]  1.4761525 0.421196818  1.00396097   2.07924769
#> 
#> $ESP$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.001514533 0.001200114  0.0000979748  0.003322871
#> Sigma[4,2] 0.051258195 0.117840658 -0.0994004829  0.207141731
#> Sigma[4,3] 0.097357216 0.064007575  0.0148130642  0.171960897
#> Sigma[4,4] 0.147273714 0.044649979  0.1057793956  0.214505258
#> 
#> 
#> $ESP$A
#> $ESP$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0020457826 0.01635252  0.98394974  1.026857208
#> lag1_var2 -0.0090991887 0.01528152 -0.03249284  0.009981652
#> lag1_var3 -0.0144402547 0.02726632 -0.05500200  0.020142055
#> lag1_var4  0.0095554476 0.02065180 -0.01770123  0.039382476
#> const      0.2524721204 0.15240843 -0.01212436  0.401383767
#> exo1       0.0009379391 0.02382080 -0.02607703  0.036523544
#> exo2      -0.1366102544 0.02173936 -0.17118769 -0.107381276
#> exo3       0.0406884844 0.01591753  0.01789185  0.062693486
#> 
#> $ESP$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.8138015  1.577439  -4.1205319   -0.0620719
#> lag1_var2  2.6236675  1.362530   1.2637607    4.6784175
#> lag1_var3  2.9969819  2.400207   0.5424889    6.6346151
#> lag1_var4 -2.3049466  1.815470  -5.0263238   -0.3613682
#> const     12.3847461 14.476434  -9.5489806   26.8268728
#> exo1       0.4041560  1.998513  -2.0329402    3.1992125
#> exo2       1.8263742  1.844426  -0.5822792    4.4349522
#> exo3      -0.4295126  1.835749  -3.0956283    1.8783203
#> 
#> $ESP$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.4200059 0.9430836   0.3189904    2.8256978
#> lag1_var2 -1.2922636 0.8797242  -2.6470141   -0.2512513
#> lag1_var3 -1.2580422 1.5487485  -3.5954321    0.6035601
#> lag1_var4  1.6980399 1.1670910   0.2475464    3.4304473
#> const     -7.2798972 6.9961413 -13.7463281    3.5376290
#> exo1      -0.1224437 1.2835612  -1.7902940    1.5279231
#> exo2      -2.2632938 1.0232301  -3.5533288   -0.7931749
#> exo3       0.6952044 0.9420418  -0.5175240    2.1010849
#> 
#> $ESP$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4628710 0.2179124   0.1299673    0.6959334
#> lag1_var2 -0.3147608 0.2954196  -0.6018838    0.1404073
#> lag1_var3 -0.4418001 0.5144057  -0.9435001    0.3496946
#> lag1_var4  1.2861644 0.4053400   0.6513850    1.6839932
#> const     -2.7223202 2.1738557  -5.0138126    0.2584998
#> exo1       0.1001953 0.3668428  -0.4908521    0.5963130
#> exo2      -1.4172989 0.4038694  -2.0781456   -0.9831756
#> exo3       0.5047128 0.4871218  -0.1918721    1.1448497
#> 
#> 
#> 
#> $EST
#> $EST$Sigma
#> $EST$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001735737 0.0002378179 0.001341815  0.001984912
#> 
#> $EST$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06384938 0.01444556 -0.08126058  -0.04079807
#> Sigma[2,2]  4.84471560 1.43281507  3.03823295   6.85001743
#> 
#> $EST$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04634008 0.01086109  0.03197633   0.05974895
#> Sigma[3,2] -3.35647684 0.94433665 -4.66980628  -2.25753947
#> Sigma[3,3]  2.74626534 0.69825955  1.98255439   3.72915225
#> 
#> $EST$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008322593 0.004952305  0.001788709   0.01385288
#> Sigma[4,2] -0.474324582 0.297455249 -0.988401268  -0.15702698
#> Sigma[4,3]  0.781743108 0.229668009  0.520676818   1.16418052
#> Sigma[4,4]  0.535318958 0.104161654  0.371848814   0.66100055
#> 
#> 
#> $EST$A
#> $EST$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97701184 0.01247903  0.955445042   0.99001423
#> lag1_var2  0.05777301 0.03708696  0.014489620   0.10831896
#> lag1_var3  0.08672792 0.06135884  0.012090400   0.17057993
#> lag1_var4 -0.08661998 0.06077651 -0.168980691  -0.01219250
#> const      0.52168133 0.31184055  0.253132499   1.04562338
#> exo1      -0.03303673 0.03242714 -0.072591587   0.01705241
#> exo2      -0.02485134 0.02761533 -0.055767030   0.01666161
#> exo3       0.05255833 0.03585960  0.005734038   0.09971538
#> 
#> $EST$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8981643  1.031992  -2.0534050    0.6996037
#> lag1_var2  1.6974669  1.443274  -0.2392102    3.7004930
#> lag1_var3  1.6509895  2.400432  -1.6792427    4.9281407
#> lag1_var4 -1.5405174  2.363533  -4.7748359    1.7149717
#> const     17.1663528 19.138145 -13.5915881   41.0390931
#> exo1      -0.2764092  2.312391  -3.2432703    3.1134185
#> exo2       3.0781632  1.249088   1.2660003    4.6104224
#> exo3      -0.1102686  1.861193  -3.1159924    2.2594265
#> 
#> $EST$A$equation3
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1   1.76798536  0.7719717   0.4896651    2.5019743
#> lag1_var2  -2.28224455  1.1837149  -4.0317350   -0.7396700
#> lag1_var3  -2.96108540  1.9686277  -5.8197496   -0.3051836
#> lag1_var4   3.52818882  1.9548133   0.8908528    6.3948086
#> const     -16.33200250 15.0849266 -32.1819919    9.6162991
#> exo1        0.09453058  1.8007457  -2.3270991    2.7535547
#> exo2       -2.22864890  0.8532896  -3.1980973   -1.0275452
#> exo3       -0.51725691  1.4145292  -1.9978685    1.9062989
#> 
#> $EST$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.29582429 0.2508117   0.9186391    1.5539904
#> lag1_var2 -1.70960967 0.4859926  -2.4884038   -1.1621899
#> lag1_var3 -2.70200881 0.8285445  -3.9912716   -1.7562470
#> lag1_var4  3.34791239 0.8294761   2.4007159    4.6251280
#> const     -8.29136494 5.7938778 -12.7808981    1.0447643
#> exo1      -0.07555997 0.5637301  -0.5795912    0.8709039
#> exo2      -0.36276732 0.6453924  -1.2723677    0.5840045
#> exo3      -0.64492271 0.6485834  -1.5296021    0.1662340
#> 
#> 
#> 
#> $ETH
#> $ETH$Sigma
#> $ETH$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001754995 0.0003061274 0.001359275   0.00226454
#> 
#> $ETH$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002131779 0.0006552713 -0.003058125 -0.001253275
#> Sigma[2,2]  0.020713537 0.0053009100  0.015834605  0.029841042
#> 
#> $ETH$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001889493 0.001221610  0.0004066768  0.003789422
#> Sigma[3,2] -0.012099781 0.005143114 -0.0206853578 -0.006409898
#> Sigma[3,3]  0.033458513 0.006643120  0.0246436511  0.042279771
#> 
#> $ETH$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.0002071286 0.001290634 -0.0014745955  0.002051216
#> Sigma[4,2] 0.0043715318 0.003461042  0.0002545134  0.009380218
#> Sigma[4,3] 0.0249667960 0.006007799  0.0195495900  0.035326977
#> Sigma[4,4] 0.0297202561 0.006365330  0.0234400946  0.039887086
#> 
#> 
#> $ETH$A
#> $ETH$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  1.002091227 0.007260432  0.99179749   1.01131163
#> lag1_var2 -0.094358123 0.089015217 -0.22783626   0.01441499
#> lag1_var3 -0.080233898 0.124221677 -0.26089273   0.06620366
#> lag1_var4  0.084362664 0.125537630 -0.06381447   0.26898710
#> const     -0.225326218 0.339129277 -0.63877468   0.22328839
#> exo1       0.005094959 0.037115593 -0.03857071   0.06365299
#> exo2      -0.023407503 0.033947571 -0.06681956   0.02415522
#> exo3       0.059055895 0.029096247  0.02156331   0.10491791
#> 
#> $ETH$A$equation2
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1  0.056036006 0.0397757  0.004750029   0.10464244
#> lag1_var2  1.175158103 0.4285004  0.542796623   1.67240732
#> lag1_var3  0.458182038 0.6491405 -0.495349031   1.24791526
#> lag1_var4 -0.505014569 0.6542443 -1.304737938   0.46019454
#> const      2.972707387 1.1770232  1.111890789   4.43797601
#> exo1      -0.056023578 0.1040156 -0.182501165   0.09501292
#> exo2       0.899515080 0.2075952  0.634869194   1.18489751
#> exo3       0.005091775 0.1931965 -0.132406512   0.36636944
#> 
#> $ETH$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.22837096 0.0609454  -0.3101692   -0.1472509
#> lag1_var2 -0.16607106 0.2855269  -0.5795181    0.2051333
#> lag1_var3  0.39178304 0.4287436  -0.2858064    0.9203603
#> lag1_var4  0.66131945 0.4330603   0.1344575    1.3383752
#> const      0.40046345 0.8308741  -0.7194480    1.5739246
#> exo1      -0.06586437 0.2192070  -0.3751638    0.2282280
#> exo2      -1.36176297 0.1684419  -1.6189320   -1.1433754
#> exo3       0.43112234 0.2601753   0.1752105    0.8309703
#> 
#> $ETH$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1880062 0.0550039 -0.25975581   -0.1065094
#> lag1_var2  0.4745506 0.2487920  0.08982335    0.8077461
#> lag1_var3  0.3709236 0.3799806 -0.17333074    0.9510777
#> lag1_var4  0.6635494 0.3739346  0.08481542    1.1892470
#> const      1.3489805 1.0546657  0.02283106    2.8965193
#> exo1      -0.1156785 0.2460533 -0.51350898    0.1599284
#> exo2      -0.6677133 0.2071568 -0.92218835   -0.3805653
#> exo3       0.4531118 0.2679721  0.17550980    0.9245034
#> 
#> 
#> 
#> $FIN
#> $FIN$Sigma
#> $FIN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0004815366 9.036215e-05 0.000353662 0.0005818148
#> 
#> $FIN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01181134 0.003133719 -0.01566983 -0.007128493
#> Sigma[2,2]  1.04765731 0.241035695  0.73693405  1.388001985
#> 
#> $FIN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01113566 0.002860422  0.006850836   0.01436047
#> Sigma[3,2] -0.83151642 0.201729530 -1.141424203  -0.60835644
#> Sigma[3,3]  0.77236356 0.178767515  0.585144964   1.05559110
#> 
#> $FIN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004415157 0.001292341  0.002363464  0.005829079
#> Sigma[4,2] -0.212770967 0.076110224 -0.335609755 -0.143426026
#> Sigma[4,3]  0.294234815 0.071194047  0.225614083  0.412015305
#> Sigma[4,4]  0.183407369 0.034146385  0.146245459  0.237759160
#> 
#> 
#> $FIN$A
#> $FIN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.990884544 0.02213079  0.95968084  1.021659208
#> lag1_var2  0.022538451 0.05682716 -0.04712705  0.101978800
#> lag1_var3  0.028793143 0.09612977 -0.08890926  0.162692254
#> lag1_var4 -0.032843047 0.08890391 -0.15592650  0.075251442
#> const      0.448419778 0.21839604  0.16902697  0.743015995
#> exo1       0.005923161 0.01883008 -0.01030913  0.038706367
#> exo2      -0.032209034 0.01980365 -0.06060272 -0.005381324
#> exo3       0.004597863 0.02331646 -0.02997153  0.031741325
#> 
#> $FIN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.1100724 0.8728557  -3.5583101   -1.2275535
#> lag1_var2  2.5340574 2.2672944   0.4801928    6.5732964
#> lag1_var3  2.9282500 3.7893707  -0.5251256    9.6888899
#> lag1_var4 -2.0430291 3.5062732  -8.3019950    1.2022856
#> const      3.8559713 9.2211667 -10.8664769   14.6938366
#> exo1      -0.5213605 0.8877028  -1.8308707    0.6419671
#> exo2       1.1970632 1.2154959  -0.5187482    2.7782818
#> exo3       0.5945562 1.3317081  -0.8373374    2.6048863
#> 
#> $FIN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.70378706 0.8378310   0.8217053   3.07355026
#> lag1_var2 -1.17195634 2.0370462  -4.6635663   0.35011660
#> lag1_var3 -1.20028787 3.4189522  -7.0710643   1.32248055
#> lag1_var4  1.43974009 3.1656018  -0.8947322   6.83758322
#> const     -0.13638985 8.7352527 -10.3702499  11.76428403
#> exo1       0.53240011 0.7635787  -0.4042143   1.66269452
#> exo2      -1.20933837 0.9539654  -2.4972470   0.01929608
#> exo3      -0.01318279 1.1147904  -1.7559880   1.05755308
#> 
#> $FIN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.40810878 0.5140125  -0.2005527    1.2008924
#> lag1_var2  0.09027449 1.1911498  -1.9453429    1.2774038
#> lag1_var3  0.13275235 2.0047176  -3.2972768    2.1221798
#> lag1_var4  0.67486089 1.8595622  -1.1425660    3.8728823
#> const      0.76403513 4.7634615  -5.9255871    7.0420725
#> exo1       0.21488559 0.4118083  -0.2528331    0.8776151
#> exo2      -0.53358644 0.2964164  -1.0015182   -0.1827068
#> exo3       0.37459123 0.4632103  -0.3470563    0.8860325
#> 
#> 
#> 
#> $FJI
#> $FJI$Sigma
#> $FJI$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00137884 0.000334143 0.001057223  0.001880212
#> 
#> $FJI$Sigma$equation2
#>                     mean           sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0003585771 0.0006753138 -0.00124028 0.0005610548
#> Sigma[2,2]  0.0238080464 0.0073429598  0.01709696 0.0351142100
#> 
#> $FJI$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1] 0.008772197 0.007008011 0.0008306296   0.02046995
#> Sigma[3,2] 0.022361348 0.014829643 0.0052212287   0.04806056
#> Sigma[3,3] 0.510188479 0.125417307 0.3737904998   0.68428761
#> 
#> $FJI$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.008957826 0.007566284 0.000325911   0.02166761
#> Sigma[4,2] 0.037897082 0.017069446 0.016673871   0.06566114
#> Sigma[4,3] 0.547684851 0.133750438 0.402862162   0.73659698
#> Sigma[4,4] 0.596418060 0.141979937 0.447075081   0.79984314
#> 
#> 
#> $FJI$A
#> $FJI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.001650569 0.03158311  0.95955729   1.04699592
#> lag1_var2  0.008893801 0.08525429 -0.12841626   0.08833102
#> lag1_var3 -0.035533924 0.15035057 -0.27826077   0.12781556
#> lag1_var4  0.029378871 0.14698263 -0.12868059   0.26666448
#> const      0.224960594 0.50338183 -0.47624615   0.93344425
#> exo1      -0.017603284 0.02713729 -0.05259633   0.02132583
#> exo2      -0.207405314 0.03165695 -0.25659683  -0.17733538
#> exo3      -0.079852065 0.03604223 -0.13299212  -0.03124440
#> 
#> $FJI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.10579899 0.1091932 -0.27916585   0.01081052
#> lag1_var2  0.92956107 0.3721277  0.51210367   1.48169207
#> lag1_var3  0.48072148 0.6176751 -0.23486425   1.42086063
#> lag1_var4 -0.43707392 0.5949468 -1.34758201   0.23987791
#> const      1.31255452 1.5850909 -0.65104546   3.60622772
#> exo1       0.01539816 0.1310000 -0.13535516   0.20804827
#> exo2       0.33812537 0.1745970  0.13565599   0.59877798
#> exo3       0.18532802 0.2139709 -0.06724266   0.50888563
#> 
#> $FJI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1105629 0.6111622  -0.8054704    0.8996736
#> lag1_var2  1.2087660 1.0156444  -0.3047250    2.5015666
#> lag1_var3  2.8121847 2.5292567  -0.6105854    6.2393503
#> lag1_var4 -1.9383693 2.4460580  -5.2059705    1.3965721
#> const      4.3010293 9.5125861 -10.0554983   16.2301041
#> exo1       1.4035417 0.4817338   0.8026845    2.0482745
#> exo2      -1.6338190 0.6506482  -2.4402404   -0.5869295
#> exo3      -0.4918509 0.5577871  -1.2912569    0.1853269
#> 
#> $FJI$A$equation4
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.05476107  0.6704733  -0.94027742    0.9229757
#> lag1_var2  1.55676832  1.1216434  -0.09562798    2.9153073
#> lag1_var3  2.75037612  2.7881249  -0.98025696    6.3301005
#> lag1_var4 -1.83087451  2.7016081  -5.20901372    1.8571263
#> const      3.73452063 10.5899325 -12.37257778   16.9935640
#> exo1       1.47665503  0.5228262   0.84440974    2.2532820
#> exo2      -1.50820033  0.7154561  -2.42271643   -0.3647894
#> exo3      -0.40492006  0.6029267  -1.28056254    0.3835761
#> 
#> 
#> 
#> $FRA
#> $FRA$Sigma
#> $FRA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001839211 3.413364e-05 0.0001347234 0.0002303818
#> 
#> $FRA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004278547 0.001306917 -0.005838438 -0.002348222
#> Sigma[2,2]  0.411919857 0.069148155  0.334108265  0.511241667
#> 
#> $FRA$Sigma$equation3
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00167113 0.0007852277  0.000623205  0.002600564
#> Sigma[3,2] -0.20467549 0.0310684889 -0.246987377 -0.160673048
#> Sigma[3,3]  0.13876717 0.0137601250  0.117403786  0.153876454
#> 
#> $FRA$Sigma$equation4
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0007869364 0.0004277192 -0.001316665 -0.0001742237
#> Sigma[4,2]  0.0273292066 0.0198375448  0.003581165  0.0594890846
#> Sigma[4,3]  0.0270677357 0.0104647001  0.012750408  0.0402907659
#> Sigma[4,4]  0.0464471415 0.0135150300  0.032129258  0.0679719880
#> 
#> 
#> $FRA$A
#> $FRA$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.989188658 0.010882469  0.975588320   1.00167884
#> lag1_var2  0.004558996 0.022051445 -0.026561411   0.03472440
#> lag1_var3  0.002428692 0.038646133 -0.050930321   0.05481391
#> lag1_var4 -0.003547809 0.038733322 -0.057183478   0.04734174
#> const      0.353497467 0.096139681  0.222987837   0.50299070
#> exo1      -0.001354193 0.008707728 -0.009962374   0.01279950
#> exo2      -0.087025741 0.014554353 -0.111516161  -0.07153033
#> exo3       0.043341438 0.012294613  0.024747958   0.06021681
#> 
#> $FRA$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.3159334  0.7431130 -2.49587547   -0.4764891
#> lag1_var2  2.9185616  1.6658959  0.89944783    5.6173612
#> lag1_var3  3.6883451  3.1495826 -0.08866558    8.8177415
#> lag1_var4 -3.1202929  2.9873798 -7.94162952    0.4811739
#> const      7.0227236 10.2718379 -4.03324978   24.2321277
#> exo1      -0.8344462  0.6632782 -1.54351236    0.1822890
#> exo2       0.1603038  0.8864498 -1.11660474    1.3812021
#> exo3       0.1729041  0.6013811 -0.81249751    0.8055284
#> 
#> $FRA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8450103 0.4359765  0.35247585    1.4361406
#> lag1_var2 -0.3509005 0.7476099 -1.39515245    0.5651447
#> lag1_var3  0.3065954 1.4216009 -1.69416638    2.0144384
#> lag1_var4  0.2432580 1.3464363 -1.41084657    2.0609253
#> const      0.8084386 4.9142932 -6.61942393    6.6714771
#> exo1       0.4947755 0.3979681 -0.10834522    0.9319696
#> exo2      -0.8676333 0.5431117 -1.68734004   -0.1776179
#> exo3       0.5347979 0.4422490 -0.06545812    1.1543702
#> 
#> $FRA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.11965666 0.1787505  -0.1648253    0.3405308
#> lag1_var2  1.04774233 0.3572507   0.6331015    1.5309545
#> lag1_var3  1.96277882 0.6544842   1.2291096    2.8651558
#> lag1_var4 -1.07458572 0.6450880  -2.0085377   -0.3508127
#> const      3.33920135 2.4759897   0.3345004    6.5361282
#> exo1       0.02969012 0.1608537  -0.1938596    0.2513254
#> exo2      -0.84984347 0.1352319  -1.0275134   -0.6428989
#> exo3       0.67852154 0.1639542   0.4138693    0.8589947
#> 
#> 
#> 
#> $GAB
#> $GAB$Sigma
#> $GAB$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008580311 0.0001411162 0.0007071215  0.001085833
#> 
#> $GAB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003726517 0.001699049 -0.006421159 -0.001756228
#> Sigma[2,2]  0.112622206 0.048768687  0.074517676  0.199950416
#> 
#> $GAB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001161644 0.001982189 -0.001015375   0.00440431
#> Sigma[3,2] -0.096841549 0.047582688 -0.183838075  -0.05753838
#> Sigma[3,3]  0.137764873 0.046603040  0.099073375   0.22039411
#> 
#> $GAB$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0009261698 0.001932182 -0.00370584  0.001485209
#> Sigma[4,2] -0.0515780029 0.031061271 -0.10640184 -0.023122080
#> Sigma[4,3]  0.1126197132 0.030730137  0.07980430  0.162563022
#> Sigma[4,4]  0.1093870137 0.021763336  0.07981193  0.138758263
#> 
#> 
#> $GAB$A
#> $GAB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93926304 0.03684791  0.89233161  0.990784603
#> lag1_var2  0.04172610 0.04852661 -0.02619358  0.105960992
#> lag1_var3  0.04877961 0.10007223 -0.08677420  0.181586430
#> lag1_var4 -0.03597083 0.08950499 -0.15473593  0.082999468
#> const      0.46580532 0.32075405  0.07494399  0.922728193
#> exo1      -0.04425387 0.02529389 -0.07036777 -0.008546505
#> exo2      -0.04246172 0.02891536 -0.07411358  0.004918362
#> exo3      -0.02585432 0.04574852 -0.08659112  0.036202974
#> 
#> $GAB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.35246154 0.4373300 -0.27167089    0.8804923
#> lag1_var2  0.69566265 0.5237889  0.10990639    1.4346982
#> lag1_var3 -0.31148246 0.9909191 -1.44963105    1.0534983
#> lag1_var4  0.20121067 0.8375051 -0.96314991    1.1583626
#> const      0.15252086 2.9751391 -4.51633393    3.5958002
#> exo1       0.69914177 0.4110569  0.04208417    1.1565644
#> exo2       0.90980082 0.2429120  0.61802145    1.2630039
#> exo3       0.02778524 0.4511377 -0.56882705    0.6974333
#> 
#> $GAB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4554447 0.3838275  -0.9654118   0.08830073
#> lag1_var2  0.9170356 0.3723613   0.3964529   1.46997258
#> lag1_var3  2.7629617 0.6387898   1.8995957   3.72112913
#> lag1_var4 -1.6743386 0.5408683  -2.4532635  -0.96917924
#> const      5.2619327 3.1173690   1.2439238   9.72358706
#> exo1      -0.5654739 0.3119782  -0.8997668  -0.10093586
#> exo2      -2.7341175 0.2526099  -3.0784373  -2.40421664
#> exo3      -0.4005144 0.3511212  -0.9240422   0.05507761
#> 
#> $GAB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3816385 0.2738312  -0.8003605  -0.07190451
#> lag1_var2  1.1414417 0.2292413   0.8526984   1.48893464
#> lag1_var3  2.3898222 0.4551019   1.7132795   2.96230147
#> lag1_var4 -1.2864522 0.4230785  -1.7169204  -0.60783317
#> const      4.4358398 2.4526698   1.3822103   8.21407014
#> exo1      -0.2769872 0.2042868  -0.4878396   0.04034316
#> exo2      -2.8891068 0.2388767  -3.1481931  -2.52841372
#> exo3      -0.5207495 0.2324311  -0.9103333  -0.29000416
#> 
#> 
#> 
#> $GBR
#> $GBR$Sigma
#> $GBR$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003098939 7.61083e-05 0.0002052802 0.0004220401
#> 
#> $GBR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008021944 0.002647993 -0.01185994  -0.00516549
#> Sigma[2,2]  0.435919840 0.090521340  0.35175309   0.58632511
#> 
#> $GBR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005041286 0.001701896  0.003189661  0.007642628
#> Sigma[3,2] -0.276842210 0.060957690 -0.383945599 -0.216427433
#> Sigma[3,3]  0.206767534 0.046865740  0.163175439  0.288999170
#> 
#> $GBR$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  3.136221e-05 0.0006868943 -0.0007335994  0.001073313
#> Sigma[4,2] -5.573730e-03 0.0242710902 -0.0437154518  0.015100174
#> Sigma[4,3]  3.621420e-02 0.0171072732  0.0152779700  0.060178001
#> Sigma[4,4]  3.461303e-02 0.0076217324  0.0256192837  0.045953462
#> 
#> 
#> $GBR$A
#> $GBR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98711167 0.02106042  0.959531310  1.013224844
#> lag1_var2  0.04721730 0.03445623  0.006863461  0.095824379
#> lag1_var3  0.07635067 0.05514725  0.011806326  0.155222480
#> lag1_var4 -0.07745031 0.05275672 -0.147504249 -0.014770145
#> const      0.46001076 0.20473888  0.209043624  0.765906254
#> exo1      -0.01870643 0.01429727 -0.036270315  0.002196786
#> exo2      -0.11118734 0.01958280 -0.138750513 -0.086084879
#> exo3       0.06244362 0.02352442  0.030157433  0.096779044
#> 
#> $GBR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.56912103 0.7308568  -1.4892239    0.4083994
#> lag1_var2 -0.35985377 0.7428260  -1.4218839    0.6394889
#> lag1_var3 -2.10270253 1.1887776  -3.7658710   -0.5503152
#> lag1_var4  2.36621635 1.2011779   0.7295898    3.9670939
#> const     -0.03226618 6.7530208 -11.8684012    6.7885957
#> exo1       0.58173523 0.6251741  -0.2304065    1.3841587
#> exo2       0.25285690 0.6245952  -0.3860615    1.2551775
#> exo3       0.41975107 0.6478750  -0.5967069    1.2725973
#> 
#> $GBR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7112656 0.5439855 -0.04577636   1.40150010
#> lag1_var2  0.8875281 0.6578015  0.12398349   1.86401776
#> lag1_var3  2.4357651 1.0667655  1.09728158   3.97462642
#> lag1_var4 -1.8000384 1.0212818 -3.33141885  -0.66440844
#> const      2.5490642 4.7625603 -2.73024005  10.08453425
#> exo1      -0.2514415 0.2819588 -0.64686885   0.08683855
#> exo2      -0.6016228 0.5056632 -1.47227511  -0.01300958
#> exo3      -0.7770806 0.4543315 -1.27996832  -0.03116325
#> 
#> $GBR$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3791215 0.19499080   0.1356759    0.6272294
#> lag1_var2  0.3800637 0.47305170  -0.1950610    1.0549382
#> lag1_var3  0.6769439 0.77070028  -0.2439769    1.7648042
#> lag1_var4  0.1377513 0.75012868  -0.9673645    1.0374761
#> const      0.9881295 1.66558316  -0.8459027    3.2262844
#> exo1       0.1183131 0.22097597  -0.1808439    0.4465936
#> exo2      -0.4678071 0.21661574  -0.7291141   -0.1736165
#> exo3      -0.5433455 0.09956918  -0.6901294   -0.4277516
#> 
#> 
#> 
#> $GEO
#> $GEO$Sigma
#> $GEO$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.009814414 0.0009443329 0.008278951   0.01096648
#> 
#> $GEO$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01886666 0.02589945 -0.05305359  0.008903605
#> Sigma[2,2]  1.92612102 0.29756676  1.49179565  2.275591303
#> 
#> $GEO$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.02139093 0.01424351  -0.0395337  -0.00152593
#> Sigma[3,2] -0.87681692 0.20131008  -1.0919894  -0.57408361
#> Sigma[3,3]  1.13542943 0.23594264   0.8647259   1.48623747
#> 
#> $GEO$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.03820222 0.008403464  -0.0501036  -0.02966307
#> Sigma[4,2]  0.45240222 0.194364097   0.1962720   0.73392383
#> Sigma[4,3]  0.64121973 0.278793146   0.3714101   1.08025733
#> Sigma[4,4]  1.08220976 0.373315276   0.7075918   1.65019109
#> 
#> 
#> $GEO$A
#> $GEO$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.909238691 0.03565130  0.85474348   0.94772676
#> lag1_var2  0.114773324 0.05435647  0.03655656   0.19514254
#> lag1_var3  0.139504513 0.07927640  0.02650890   0.25421624
#> lag1_var4 -0.132800017 0.07632418 -0.23884917  -0.01841035
#> const      1.363710685 0.77664711  0.60600393   2.54429223
#> exo1       0.009876903 0.08978736 -0.08154810   0.14345372
#> exo2       0.025779397 0.10231867 -0.06834800   0.18417008
#> exo3       0.120385790 0.11436974 -0.01226897   0.28554315
#> 
#> $GEO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9884182 0.3057652   -1.357906   -0.5811386
#> lag1_var2  3.3448696 1.0693997    2.004095    4.8804564
#> lag1_var3  3.7395060 1.6305236    1.660526    6.0473044
#> lag1_var4 -3.4366538 1.5537468   -5.611349   -1.4395061
#> const      4.5849723 6.0520112   -4.272429   12.2981190
#> exo1       3.1428482 1.1420648    1.492033    4.8496587
#> exo2       0.1243070 1.7092630   -2.039997    2.6803727
#> exo3       0.2108505 1.5345152   -1.326048    2.5986002
#> 
#> $GEO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1805689 0.3518639  -0.3161930    0.5683505
#> lag1_var2 -0.4193690 0.9854164  -1.9632774    0.5751779
#> lag1_var3  0.1458777 1.4748489  -2.2053813    1.6555445
#> lag1_var4  0.7249522 1.3348164  -0.6343654    2.8291431
#> const      2.1176190 6.4146998  -4.9571112   11.5015527
#> exo1      -1.8112685 1.0080230  -3.0521821   -0.4670232
#> exo2       0.2302136 0.8693862  -1.0985626    1.0587918
#> exo3       0.8397515 1.2271880  -1.0954416    2.1318982
#> 
#> $GEO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5539546 0.2690951  -0.8820050   -0.1600975
#> lag1_var2  1.5109172 0.7467601   0.4679440    2.4839715
#> lag1_var3  2.1729063 1.1438702   0.5520916    3.6685989
#> lag1_var4 -1.0521614 1.0300001  -2.4000621    0.4134279
#> const      3.5284427 6.3837448  -5.8611932   11.7933153
#> exo1       0.1901735 1.0084202  -0.9300558    1.7068772
#> exo2       0.3734637 0.8195132  -0.8632738    1.3748000
#> exo3       1.1181965 1.0162943  -0.3905756    2.3023088
#> 
#> 
#> 
#> $GHA
#> $GHA$Sigma
#> $GHA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004828098 0.0001476947 0.0003382521 0.0007273763
#> 
#> $GHA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01018424 0.004992964 -0.01782511 -0.003471462
#> Sigma[2,2]  0.79478893 0.205192561  0.51378321  1.044632876
#> 
#> $GHA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006412116 0.003638581  0.001449749   0.01178113
#> Sigma[3,2] -0.579833019 0.147737374 -0.770387059  -0.36893294
#> Sigma[3,3]  0.448352751 0.108479370  0.289992594   0.59597629
#> 
#> $GHA$Sigma$equation4
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0009173433 0.0004310542 -0.001437877 -0.0003181734
#> Sigma[4,2] -0.0121147838 0.0242867057 -0.054857347  0.0112341991
#> Sigma[4,3]  0.0364997145 0.0186868990  0.015966891  0.0683712169
#> Sigma[4,4]  0.0311476875 0.0065816324  0.023280581  0.0407233693
#> 
#> 
#> $GHA$A
#> $GHA$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.977349677 0.01130662  0.962831886  0.993239805
#> lag1_var2  0.080337238 0.04501804  0.011089813  0.135406843
#> lag1_var3  0.109874566 0.06207582  0.014541006  0.185702436
#> lag1_var4 -0.109083690 0.06105721 -0.183191832 -0.015535597
#> const      0.538890785 0.25386723  0.170906071  0.890689744
#> exo1       0.008721621 0.00903373 -0.002385864  0.021919732
#> exo2      -0.042723565 0.02692789 -0.079117017 -0.006977253
#> exo3      -0.007018397 0.03029170 -0.043739727  0.036370796
#> 
#> $GHA$A$equation2
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1   0.55171912  0.5498034  -0.09881053    1.3835838
#> lag1_var2  -3.20868016  2.3530913  -6.33917074    0.0514485
#> lag1_var3  -5.45251829  3.1511340  -9.65887819   -1.0745663
#> lag1_var4   5.44220025  3.1283240   1.15864238    9.6611890
#> const     -11.28479874 13.3775814 -32.02755976    2.8777631
#> exo1        0.50479235  0.5809185  -0.15729519    1.3888746
#> exo2        0.06092681  0.9435080  -1.00820713    1.5116200
#> exo3        0.19593700  0.8293545  -0.57945793    1.4270466
#> 
#> $GHA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2945755 0.4181922  -0.9279375   0.21210549
#> lag1_var2  2.5697914 1.7697118   0.1177201   4.88689318
#> lag1_var3  4.2965747 2.3743303   0.9808658   7.40775260
#> lag1_var4 -3.3436005 2.3491552  -6.4538602  -0.10593718
#> const      9.3677044 9.7590279  -1.4320497  24.40325116
#> exo1      -0.4267426 0.3740884  -0.9957668   0.01690896
#> exo2      -0.7353839 0.6234070  -1.6827332  -0.01908107
#> exo3      -0.1405216 0.6289291  -1.0793090   0.45397218
#> 
#> $GHA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.11857486 0.05945127  0.04190498    0.1872964
#> lag1_var2 -0.19241295 0.28366695 -0.52692970    0.1709156
#> lag1_var3 -0.25729081 0.39183447 -0.72674115    0.2422973
#> lag1_var4  1.22513207 0.38557809  0.73251889    1.6788932
#> const     -0.74285441 1.18951089 -2.72642682    0.4482679
#> exo1      -0.08580265 0.14420439 -0.28093288    0.1056532
#> exo2      -0.72729083 0.13708290 -0.91955303   -0.5474640
#> exo3       0.02875520 0.15964108 -0.16442647    0.2661700
#> 
#> 
#> 
#> $GIN
#> $GIN$Sigma
#> $GIN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0003578742 4.937304e-05 0.000289064 0.0004185751
#> 
#> $GIN$Sigma$equation2
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0008647528 0.0004451334 -0.001463498 -0.0003754928
#> Sigma[2,2]  0.0128890673 0.0037989147  0.008944910  0.0182811091
#> 
#> $GIN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0001795149 0.001209264 -0.001796541  0.001367674
#> Sigma[3,2] -0.0193357038 0.005491398 -0.027876200 -0.013001776
#> Sigma[3,3]  0.1097530588 0.028809603  0.084419679  0.153809735
#> 
#> $GIN$Sigma$equation4
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0003496639 0.001103506 -0.002207507  0.0008152582
#> Sigma[4,2] -0.0122912902 0.004036253 -0.018083749 -0.0066410499
#> Sigma[4,3]  0.1023204941 0.029078022  0.079267288  0.1487881900
#> Sigma[4,4]  0.0989067739 0.029150083  0.077374440  0.1465269613
#> 
#> 
#> $GIN$A
#> $GIN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.987068544 0.01748107  0.96155978  1.011157892
#> lag1_var2  0.022052851 0.04524561 -0.03294090  0.091930002
#> lag1_var3  0.027045764 0.07345308 -0.05420139  0.137583792
#> lag1_var4 -0.028677603 0.07090498 -0.13610237  0.049661281
#> const      0.406346820 0.23706587  0.06821946  0.754999555
#> exo1       0.002957936 0.01517134 -0.01621928  0.024708925
#> exo2      -0.008572574 0.02248386 -0.03825415  0.020066143
#> exo3      -0.011474890 0.01395436 -0.03084052  0.008714022
#> 
#> $GIN$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.14247100 0.07569232  0.03761124    0.2497902
#> lag1_var2  0.44231770 0.19347388  0.15043414    0.6919351
#> lag1_var3 -0.19397444 0.30791232 -0.63046872    0.1753965
#> lag1_var4  0.17774830 0.29673285 -0.18481729    0.5922123
#> const     -0.12665780 1.09758800 -1.65135000    1.3871163
#> exo1       0.02825331 0.10134068 -0.12361460    0.1603429
#> exo2       0.85889076 0.09204683  0.76604800    1.0014787
#> exo3       0.16337069 0.16119063 -0.11264891    0.3156886
#> 
#> $GIN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5779792 0.2908807  -0.9444288   -0.1597692
#> lag1_var2  1.6328002 0.9400841   0.2230682    2.7764472
#> lag1_var3  3.4328686 1.3076709   1.5981156    4.8561241
#> lag1_var4 -2.3268062 1.2636908  -3.7069984   -0.5715996
#> const      5.5008984 3.4224049   1.2238300    9.5898587
#> exo1      -0.2579599 0.3251851  -0.5890036    0.2910262
#> exo2      -0.2869202 0.5517280  -1.0910756    0.3864433
#> exo3       0.2776888 0.4392074  -0.2345730    0.8934051
#> 
#> $GIN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5142246 0.2919910  -0.8983417  -0.11302853
#> lag1_var2  1.6809705 0.9704552   0.2612472   2.90399309
#> lag1_var3  2.9487968 1.4060431   0.9900498   4.58650616
#> lag1_var4 -1.8215851 1.3576336  -3.3972337   0.05649121
#> const      4.0228522 3.4572578  -0.2014228   8.75352514
#> exo1      -0.2536191 0.3066594  -0.5993827   0.25804713
#> exo2       0.1677666 0.5430604  -0.6282205   0.84021307
#> exo3       0.3733339 0.4228383  -0.1233774   1.00942020
#> 
#> 
#> 
#> $GMB
#> $GMB$Sigma
#> $GMB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001091141 0.0002780598 0.0008722876   0.00154791
#> 
#> $GMB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002358231 0.002367111 -0.005594184 0.0008814637
#> Sigma[2,2]  0.193975269 0.058522706  0.130564002 0.2836512303
#> 
#> $GMB$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001406467 0.001537038 -0.0008178226   0.00343680
#> Sigma[3,2] -0.136318514 0.039894789 -0.1954579407  -0.09150419
#> Sigma[3,3]  0.101998687 0.028766639  0.0689106069   0.14383203
#> 
#> $GMB$Sigma$equation4
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[4,1]  5.718004e-05 0.0004867294 -0.0007299345  0.0005457639
#> Sigma[4,2] -2.225244e-02 0.0076498293 -0.0341303033 -0.0143567727
#> Sigma[4,3]  2.229403e-02 0.0068115355  0.0148475148  0.0319987038
#> Sigma[4,4]  9.778727e-03 0.0027758166  0.0067087801  0.0133308721
#> 
#> 
#> $GMB$A
#> $GMB$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96815437 0.03577564  0.925843527  1.025670283
#> lag1_var2  0.01946470 0.04724591 -0.040464000  0.080575654
#> lag1_var3  0.04373290 0.08389797 -0.065825436  0.151206330
#> lag1_var4 -0.03831372 0.08436826 -0.139135900  0.073260722
#> const      0.42981012 0.25345413  0.210535824  0.849798925
#> exo1       0.03640362 0.02073759  0.002000785  0.060417245
#> exo2      -0.03130183 0.02556560 -0.072172525 -0.001939533
#> exo3       0.01857359 0.03092015 -0.013026744  0.069204740
#> 
#> $GMB$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.85390282 0.5120042  0.014817345    1.2939153
#> lag1_var2  1.37655691 0.6290736  0.519392790    2.2073987
#> lag1_var3  0.71754710 1.1142671 -0.741478792    2.2014751
#> lag1_var4 -1.04836943 1.1159375 -2.610223754    0.3591437
#> const      1.96667137 3.9463425 -3.439070467    6.5165979
#> exo1       0.05955049 0.4016728 -0.268549789    0.7374802
#> exo2       1.74921345 0.4026048  1.246208909    2.3181870
#> exo3       0.38143478 0.2640195 -0.009409091    0.6954650
#> 
#> $GMB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.41079097 0.4296803 -0.80446355    0.2680849
#> lag1_var2 -0.35980149 0.3918870 -0.91314433    0.1569137
#> lag1_var3  0.36644484 0.6962267 -0.61909960    1.2546731
#> lag1_var4  0.77288419 0.6967162 -0.08346458    1.8025701
#> const      0.44700833 3.2143365 -3.19120734    5.0814923
#> exo1      -0.04598006 0.2839095 -0.50982968    0.1962671
#> exo2      -1.76672859 0.2874535 -2.13605279   -1.3746500
#> exo3      -0.09691987 0.2140208 -0.41220228    0.1887657
#> 
#> $GMB$A$equation4
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.12086212 0.17340642 -0.072404807   0.36388439
#> lag1_var2  0.08488476 0.07497584 -0.025410722   0.17580737
#> lag1_var3  0.16067674 0.12686202 -0.030605969   0.30121167
#> lag1_var4  0.80579347 0.09252501  0.706120296   0.94450017
#> const     -0.31938703 1.24750089 -1.545482940   1.64183356
#> exo1      -0.01030664 0.06028882 -0.103477426   0.06687867
#> exo2      -0.75568773 0.10060440 -0.854888728  -0.59708046
#> exo3       0.14444239 0.08503363  0.007349582   0.24530341
#> 
#> 
#> 
#> $GNB
#> $GNB$Sigma
#> $GNB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004348524 0.0009324784 0.003638262  0.005825081
#> 
#> $GNB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004350545 0.001486001 -0.006646178 -0.002849223
#> Sigma[2,2]  0.013661147 0.002543095  0.010718509  0.017477366
#> 
#> $GNB$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002527177 0.001197149  0.0009831378  0.004358799
#> Sigma[3,2] -0.008575769 0.002172630 -0.0113142812 -0.005732418
#> Sigma[3,3]  0.011783121 0.002918095  0.0086551364  0.016250693
#> 
#> $GNB$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0000677227 0.000604575 -0.000860119 0.0007507850
#> Sigma[4,2] -0.0006811834 0.001126088 -0.002296045 0.0006843626
#> Sigma[4,3]  0.0071743569 0.001905840  0.005546581 0.0102158798
#> Sigma[4,4]  0.0071740761 0.001466037  0.005996340 0.0096039648
#> 
#> 
#> $GNB$A
#> $GNB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.976393046 0.04679393  0.90727913   1.03676665
#> lag1_var2  0.131292633 0.23748910 -0.17397619   0.45876459
#> lag1_var3  0.140153951 0.40328530 -0.37793932   0.69888437
#> lag1_var4 -0.145604383 0.40161493 -0.70281215   0.37103320
#> const      0.650715534 0.88205468 -0.48482125   2.00221030
#> exo1       0.002989476 0.06058112 -0.08462255   0.07083831
#> exo2      -0.006700534 0.06813203 -0.10808449   0.07453311
#> exo3      -0.003697299 0.05035518 -0.04976432   0.08527927
#> 
#> $GNB$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02255097 0.08088805 -0.10269129    0.1072464
#> lag1_var2  0.26744993 0.22688130  0.01445379    0.5949885
#> lag1_var3 -0.34124891 0.38418143 -0.81408548    0.2004669
#> lag1_var4  0.36241783 0.37884339 -0.16657402    0.8365445
#> const      0.08108420 1.21961279 -1.23699515    1.9085292
#> exo1       0.03639318 0.08911483 -0.07659417    0.1529491
#> exo2       0.36710046 0.11889497  0.18993245    0.5077383
#> exo3       0.28052834 0.08452086  0.14593418    0.3503126
#> 
#> $GNB$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.03089857 0.05180590 -0.09728836   0.05255310
#> lag1_var2  0.81669412 0.25998350  0.42347221   1.08057527
#> lag1_var3  1.88571166 0.45688655  1.19029134   2.34123661
#> lag1_var4 -0.94597605 0.45974319 -1.41913595  -0.25297512
#> const      2.99221971 1.15200691  1.40581414   4.55659209
#> exo1      -0.09157376 0.09448463 -0.20085955   0.03511278
#> exo2      -0.69807028 0.09535396 -0.83023690  -0.56678196
#> exo3       0.13603269 0.11221685 -0.04007104   0.24932917
#> 
#> $GNB$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.008234527 0.02628698 -0.03807598   0.03354439
#> lag1_var2  0.743272623 0.18852696  0.46238812   0.94852234
#> lag1_var3  1.277718806 0.31952574  0.78568276   1.63342889
#> lag1_var4 -0.304794609 0.32475492 -0.67189530   0.19669222
#> const      1.600467865 0.87418382  0.73938551   2.95911697
#> exo1      -0.073789529 0.06578024 -0.13947998   0.02544946
#> exo2      -0.514335129 0.06231527 -0.61358331  -0.45133147
#> exo3       0.301283319 0.10834171  0.11849824   0.40081038
#> 
#> 
#> 
#> $GNQ
#> $GNQ$Sigma
#> $GNQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.02362617 0.005298175  0.01686793   0.03096554
#> 
#> $GNQ$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002193762 0.003462032 -0.007172251  0.001854967
#> Sigma[2,2]  0.010562545 0.003447529  0.006632359  0.015462458
#> 
#> $GNQ$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0006017839 0.008688420 -0.01107819  0.012917774
#> Sigma[3,2] -0.0137481967 0.005579931 -0.02136770 -0.006131527
#> Sigma[3,3]  0.0570237817 0.013149383  0.04161727  0.076591714
#> 
#> $GNQ$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0005877711 0.007823268 -0.01119340  0.010226077
#> Sigma[4,2] -0.0086284068 0.004379282 -0.01467815 -0.002695127
#> Sigma[4,3]  0.0537654306 0.011142184  0.04090431  0.070131734
#> Sigma[4,4]  0.0533335271 0.009815269  0.04194784  0.068329451
#> 
#> 
#> $GNQ$A
#> $GNQ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92338237 0.03925146  0.86832638    0.9800388
#> lag1_var2 -0.07718009 0.23389233 -0.38256720    0.2448850
#> lag1_var3 -0.26433213 0.33475936 -0.68110710    0.2734289
#> lag1_var4  0.30506130 0.34515921 -0.25112853    0.7314801
#> const     -1.06196786 1.60082462 -3.16832238    1.1032120
#> exo1       0.09774919 0.15150033 -0.09789567    0.3020248
#> exo2      -0.03126847 0.16924389 -0.27720437    0.1968376
#> exo3       0.10669169 0.28058564 -0.35368466    0.4179200
#> 
#> $GNQ$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.03580752 0.01729824  0.01341884   0.05447957
#> lag1_var2  0.74241005 0.15012710  0.59470595   0.96243041
#> lag1_var3  0.19214768 0.26994412 -0.07481644   0.60750676
#> lag1_var4 -0.17103335 0.27255742 -0.59696323   0.09725113
#> const      0.99687643 0.73764710 -0.04990731   1.99211813
#> exo1      -0.08485196 0.08840173 -0.17736825   0.05861092
#> exo2       0.73425480 0.10829536  0.57344383   0.86283085
#> exo3       0.34771387 0.10558193  0.18786977   0.47199774
#> 
#> $GNQ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1986226 0.0202841 -0.22498607   -0.1708594
#> lag1_var2  1.7782901 0.2221569  1.45972204    2.1008372
#> lag1_var3  3.1040709 0.3745384  2.54401723    3.4993752
#> lag1_var4 -2.2389904 0.3642682 -2.60923445   -1.7074479
#> const      7.2175622 1.5292352  5.49623521    9.3372160
#> exo1       0.1561010 0.1450124 -0.07205208    0.3353934
#> exo2      -2.8388709 0.1953963 -3.12843560   -2.5910842
#> exo3      -0.9106691 0.3090020 -1.26513581   -0.4510022
#> 
#> $GNQ$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1959771 0.01503634  -0.2162886   -0.1770456
#> lag1_var2  2.0406158 0.21172413   1.7548322    2.3250549
#> lag1_var3  2.8763547 0.43232419   2.2252561    3.3924330
#> lag1_var4 -1.9768839 0.41375289  -2.4776132   -1.3536689
#> const      6.6334541 1.20980002   5.3466591    8.3004385
#> exo1       0.1187514 0.12601942  -0.0496369    0.2869884
#> exo2      -2.6727347 0.18478519  -2.9854066   -2.4582071
#> exo3      -0.8021113 0.29689476  -1.1497129   -0.3751110
#> 
#> 
#> 
#> $GRC
#> $GRC$Sigma
#> $GRC$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001213587 0.0004363835 0.000634866  0.001872567
#> 
#> $GRC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04422239 0.01429334 -0.06271332  -0.02448975
#> Sigma[2,2]  2.89883404 0.71590060  1.89811409   3.92186091
#> 
#> $GRC$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02630241 0.008847259  0.01408819   0.03939924
#> Sigma[3,2] -1.52174490 0.376604252 -1.99372033  -1.01098882
#> Sigma[3,3]  0.90533620 0.231077042  0.61092291   1.22895181
#> 
#> $GRC$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003676698 0.003314734 -0.0007733534  0.008267403
#> Sigma[4,2] -0.016967822 0.152341787 -0.1674789719  0.210245818
#> Sigma[4,3]  0.129648576 0.089191946  0.0056346128  0.255608811
#> Sigma[4,4]  0.137215099 0.047184127  0.0890898936  0.214107062
#> 
#> 
#> $GRC$A
#> $GRC$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93971649 0.02620012  0.90439712   0.97524836
#> lag1_var2  0.12390072 0.05008886  0.07115483   0.20485521
#> lag1_var3  0.24312339 0.09564313  0.14224880   0.39714406
#> lag1_var4 -0.22253906 0.08637636 -0.36372684  -0.13736342
#> const      0.54456581 0.19084948  0.34670465   0.82357589
#> exo1      -0.00380855 0.03176681 -0.04097778   0.04530642
#> exo2      -0.10960120 0.04090751 -0.17153950  -0.05511796
#> exo3       0.03725246 0.04633129 -0.03753941   0.08879187
#> 
#> $GRC$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.7796882  1.747840  -0.6837013    3.8685808
#> lag1_var2  -5.1018318  2.640484  -8.9950967   -1.6096990
#> lag1_var3 -11.7136553  5.097172 -19.1974639   -4.8990851
#> lag1_var4  11.0345632  4.365044   5.1273898   17.5455527
#> const     -10.3779407 12.135463 -25.9203871    6.6703451
#> exo1       -2.0413462  1.682805  -4.5850589   -0.1004376
#> exo2       -0.7837615  1.347611  -2.3663724    1.1980973
#> exo3        0.4228159  1.881672  -1.7804815    3.3828600
#> 
#> $GRC$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7638006 0.7990999  -1.5723299    0.5514309
#> lag1_var2  3.8329795 1.2769698   2.1840526    5.5204596
#> lag1_var3  8.4135948 2.4530032   5.2067608   11.6153476
#> lag1_var4 -7.2012296 2.1261778 -10.0375427   -4.5320340
#> const      8.9007744 5.9974891   1.2144742   17.2507157
#> exo1       0.8350143 1.0100332  -0.1792459    2.3013064
#> exo2      -0.4122653 0.9385173  -1.8599302    0.6727543
#> exo3      -0.5716904 1.0678056  -2.2261267    0.4973619
#> 
#> $GRC$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1538757 0.4540533  -0.4771052   0.83744836
#> lag1_var2  0.9728769 0.4810474   0.3631887   1.62894366
#> lag1_var3  1.9354840 0.9390268   0.7617255   3.20883219
#> lag1_var4 -1.0425996 0.8118772  -2.1348003   0.01432157
#> const      2.0309375 2.9068799  -0.7647589   6.68665951
#> exo1      -0.2677333 0.3488868  -0.8264278   0.09418406
#> exo2      -0.9539408 0.4942266  -1.5847229  -0.31777612
#> exo3      -0.3883836 0.4256000  -1.0427543   0.13992655
#> 
#> 
#> 
#> $GTM
#> $GTM$Sigma
#> $GTM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001573174 5.910365e-05 9.718618e-05 0.0002509691
#> 
#> $GTM$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0006834093 0.0005901683 -0.001577803 4.961275e-05
#> Sigma[2,2]  0.0460578272 0.0084380021  0.037068525 6.026398e-02
#> 
#> $GTM$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0007482442 0.001692183 -0.002526615 0.0020295005
#> Sigma[3,2] -0.0557055577 0.041300925 -0.112117989 0.0007177618
#> Sigma[3,3]  0.9288324790 0.243837355  0.592121599 1.2904633749
#> 
#> $GTM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001198214 0.001680423 -0.003016619  0.001535044
#> Sigma[4,2] -0.028747065 0.040104375 -0.083592538  0.025129472
#> Sigma[4,3]  0.921489818 0.252043671  0.585358917  1.302418899
#> Sigma[4,4]  0.930710562 0.261949154  0.593927256  1.334135750
#> 
#> 
#> $GTM$A
#> $GTM$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.98931423 0.006111105  0.98041624   0.99638500
#> lag1_var2  0.01498840 0.032760193 -0.03169328   0.05440032
#> lag1_var3  0.01985440 0.057008307 -0.06068221   0.08277702
#> lag1_var4 -0.02059627 0.057013903 -0.08365934   0.06019528
#> const      0.33710211 0.141164182  0.17263621   0.56287099
#> exo1      -0.00495978 0.010368803 -0.01546330   0.01255335
#> exo2      -0.04895349 0.012695093 -0.06914063  -0.03354511
#> exo3       0.03892389 0.014742406  0.01857212   0.05803385
#> 
#> $GTM$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.051209051 0.0853913 -0.05849324    0.1757802
#> lag1_var2  0.274585569 0.5612837 -0.62093337    0.8599261
#> lag1_var3 -0.469795980 0.9015954 -1.91280676    0.5344236
#> lag1_var4  0.480928951 0.9159312 -0.52068831    1.9483685
#> const     -0.757074004 2.8034230 -5.36909695    1.6871060
#> exo1       0.008636914 0.1961587 -0.14950415    0.3303700
#> exo2       0.398768874 0.1906815  0.13306338    0.5978539
#> exo3      -0.485418202 0.2229828 -0.82407044   -0.1807747
#> 
#> $GTM$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.6588528  0.6337711   -1.411928   0.28446710
#> lag1_var2  5.5788854  2.4511340    2.113796   8.17897244
#> lag1_var3  8.5461686  3.4893248    4.169224  12.05747384
#> lag1_var4 -7.7423835  3.4742839  -11.235366  -3.36839826
#> const     25.7324018 14.1572803    4.281164  42.19827426
#> exo1      -0.5698388  0.5694312   -1.541358  -0.01229455
#> exo2      -1.8740745  1.1299109   -3.089033  -0.02075084
#> exo3      -0.4800938  0.6319222   -1.240191   0.50290466
#> 
#> $GTM$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.6348435  0.6470012   -1.405095  0.293699044
#> lag1_var2  5.6582801  2.4017547    2.330360  8.518794543
#> lag1_var3  8.0767523  3.3810420    3.786194 12.071843228
#> lag1_var4 -7.2525283  3.3548007  -11.217526 -2.974020365
#> const     24.5565596 14.0228880    3.884164 40.496392671
#> exo1      -0.5755835  0.5929490   -1.543084 -0.001401662
#> exo2      -1.6833261  1.1758759   -2.892043  0.261486398
#> exo3      -0.7803469  0.7268872   -1.667713  0.355017220
#> 
#> 
#> 
#> $GUM
#> $GUM$Sigma
#> $GUM$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.000295417 8.054105e-05 0.000213508 0.0004152139
#> 
#> $GUM$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0003005761 0.004403857 -0.007484073  0.004245528
#> Sigma[2,2]  3.1050610517 1.029478355  2.333935864  4.715612415
#> 
#> $GUM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001345979 0.002990287 -0.006609711  0.001590996
#> Sigma[3,2] -1.629069671 0.616952592 -2.580287895 -0.981368726
#> Sigma[3,3]  1.861901475 0.382281695  1.387593006  2.410080767
#> 
#> $GUM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001304298 0.003565812 -0.007025416  0.002925202
#> Sigma[4,2]  0.443243381 0.432575275 -0.138560589  0.991423170
#> Sigma[4,3]  0.866402480 0.319846120  0.420355108  1.260594704
#> Sigma[4,4]  1.265828073 0.398445527  0.821383937  1.921615428
#> 
#> 
#> $GUM$A
#> $GUM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.975176544 0.01086980  0.95895486   0.98634068
#> lag1_var2  0.008906216 0.01874239 -0.01471562   0.03690315
#> lag1_var3  0.010903854 0.02782007 -0.02407525   0.05311280
#> lag1_var4 -0.008015194 0.02643714 -0.04843874   0.02502974
#> const      0.369421600 0.15482842  0.23321446   0.60681396
#> exo1       0.007944478 0.01562276 -0.01651835   0.02651771
#> exo2      -0.122628643 0.01415611 -0.13914375  -0.09874986
#> exo3       0.004480706 0.01600468 -0.01861202   0.02405315
#> 
#> $GUM$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.05183705  0.6546248  -0.8834969    0.8596543
#> lag1_var2  0.07510460  1.8103879  -1.5856978    3.3477961
#> lag1_var3 -1.04441227  2.6935204  -3.4584538    3.8317186
#> lag1_var4  1.04759162  2.5283775  -3.5178935    3.3506531
#> const      0.95819991 11.0946790  -9.5776215   18.6489645
#> exo1       0.49539178  1.8089911  -2.0830201    3.0174706
#> exo2       0.29292132  2.0812812  -2.1682379    3.2881401
#> exo3      -0.24937217  2.1512807  -2.2586443    3.2569581
#> 
#> $GUM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1950817 0.6161026  -1.0832326    0.6378794
#> lag1_var2  1.6282606 1.2936809  -0.4295790    3.0751576
#> lag1_var3  3.3762616 1.9222532   0.2760933    5.4868205
#> lag1_var4 -2.3918421 1.7907025  -4.3665531    0.5144887
#> const      4.1381394 8.8618400  -7.4440684   14.6785516
#> exo1       0.1801184 1.2634233  -1.7330951    1.6643664
#> exo2      -1.2203555 1.7295864  -3.6294876    1.2359676
#> exo3       1.0244935 1.3341799  -0.9704052    2.1298032
#> 
#> $GUM$A$equation4
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.1557839  0.6090869  -1.17516057    0.5373880
#> lag1_var2  1.3086511  0.8465365   0.27452790    2.4731480
#> lag1_var3  2.1495458  1.2737291   0.55999201    3.8946162
#> lag1_var4 -1.1367616  1.1914026  -2.72700858    0.3738440
#> const      3.0107400 10.3293222 -10.18527766   18.2486581
#> exo1       0.5373662  0.9117598  -0.59417053    1.7328408
#> exo2      -1.1115970  0.7313346  -2.12026007   -0.1026051
#> exo3       0.9350025  0.6654901   0.02919043    1.7234042
#> 
#> 
#> 
#> $GUY
#> $GUY$Sigma
#> $GUY$Sigma$equation1
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00440935 0.00131085  0.00330919  0.006467571
#> 
#> $GUY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01826827 0.006822844 -0.02814177 -0.009664824
#> Sigma[2,2]  0.18353819 0.032269341  0.14171335  0.228261447
#> 
#> $GUY$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02338301 0.007549171  0.01412123   0.03486787
#> Sigma[3,2] -0.10061433 0.052575746 -0.16948630  -0.03373695
#> Sigma[3,3]  0.40996706 0.108698673  0.26794044   0.58192272
#> 
#> $GUY$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.015742567 0.00679715  0.005650361   0.02490847
#> Sigma[4,2] -0.003631555 0.05737802 -0.077400535   0.08013453
#> Sigma[4,3]  0.412437781 0.11750799  0.252944098   0.59729435
#> Sigma[4,4]  0.475123445 0.12810698  0.307572092   0.66393171
#> 
#> 
#> $GUY$A
#> $GUY$A$equation1
#>                  mean         sd 5% quantile  95% quantile
#> lag1_var1  0.93115931 0.05582834  0.85636512  0.9875721047
#> lag1_var2  0.20579371 0.11260495  0.07362365  0.3483320250
#> lag1_var3  0.37496737 0.21246306  0.14516964  0.6524997112
#> lag1_var4 -0.36391359 0.19517536 -0.62000547 -0.1578484646
#> const      1.00667341 0.67179352  0.02606626  1.7812905095
#> exo1      -0.06640084 0.07497524 -0.19635893  0.0141464484
#> exo2       0.10376181 0.06651207  0.03305318  0.2078425459
#> exo3      -0.09607347 0.07023226 -0.20190801  0.0001246172
#> 
#> $GUY$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.7662211 0.3551755   0.40274339   1.34411146
#> lag1_var2 -0.7412185 0.6970413  -1.68181779   0.03640087
#> lag1_var3 -2.9298457 1.3495443  -4.60152226  -1.42581669
#> lag1_var4  2.7229405 1.2422674   1.34027274   4.27655585
#> const     -4.0836399 5.0392205 -10.13138327   3.43637759
#> exo1       0.3633616 0.4126579  -0.09609495   1.06411536
#> exo2       2.7641397 0.4771223   2.13096161   3.39156847
#> exo3       0.4969580 0.4946134   0.02966089   1.30323541
#> 
#> $GUY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7753407 0.5991049  -1.5894337 -0.006288003
#> lag1_var2  1.7449720 1.0768837   0.3817169  3.380749159
#> lag1_var3  4.5999372 2.0178832   1.8070458  7.461733443
#> lag1_var4 -3.3807426 1.8827086  -5.9993962 -0.720506831
#> const      7.7966361 8.0902400  -2.8410731 18.588672869
#> exo1      -0.4785681 0.7291213  -1.4351087  0.643314975
#> exo2      -1.7538720 0.6678717  -2.7245270 -0.850642369
#> exo3      -0.4983496 0.9110759  -1.8426034  0.771402039
#> 
#> $GUY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4513262 0.5356857 -1.19350283    0.2530459
#> lag1_var2  1.1816325 0.9900884 -0.06652918    2.5575811
#> lag1_var3  2.7931173 1.8076021  0.33084365    5.1334429
#> lag1_var4 -1.6205398 1.6865882 -3.76006633    0.7108349
#> const      4.5676744 7.0987588 -5.01619316   14.7754896
#> exo1      -0.3346419 0.7542351 -1.38909634    0.7980043
#> exo2      -0.4568007 0.6910963 -1.46305072    0.3991356
#> exo3      -0.3328302 1.0409864 -1.87991764    1.0939772
#> 
#> 
#> 
#> $HKG
#> $HKG$Sigma
#> $HKG$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009599685 0.0003944965 0.0005956168  0.001607827
#> 
#> $HKG$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01841701 0.00898289 -0.03310763 -0.008655227
#> Sigma[2,2]  0.68614791 0.20729326  0.43621270  1.015038302
#> 
#> $HKG$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0112389 0.006327898  0.005190566    0.0225548
#> Sigma[3,2] -0.3577018 0.137417062 -0.574691012   -0.1909703
#> Sigma[3,3]  0.4251472 0.103531506  0.311411171    0.5767941
#> 
#> $HKG$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0001294482 0.002858935 -0.003962741   0.00409794
#> Sigma[4,2]  0.0680441938 0.056247558 -0.001712626   0.15021436
#> Sigma[4,3]  0.2129347224 0.087448810  0.125499013   0.35691928
#> Sigma[4,4]  0.2653458311 0.082381837  0.183750229   0.40163489
#> 
#> 
#> $HKG$A
#> $HKG$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.967034232 0.01444332  0.948756830   0.98707579
#> lag1_var2  0.065439811 0.07060447 -0.030070365   0.17201882
#> lag1_var3  0.094448560 0.11308925 -0.054372117   0.26755112
#> lag1_var4 -0.088860457 0.11157428 -0.261530279   0.05610146
#> const      0.516392798 0.34808651 -0.001148245   1.02467926
#> exo1      -0.005575823 0.02734318 -0.043636618   0.03221095
#> exo2      -0.061106365 0.02806658 -0.100413709  -0.02225334
#> exo3       0.036042503 0.01611481  0.014078502   0.05645197
#> 
#> $HKG$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.115543557  0.3922752  -0.6208702    0.3937995
#> lag1_var2 -0.209858301  2.0532986  -3.0381321    2.5734425
#> lag1_var3 -1.687197698  3.3237253  -6.2900204    2.8245309
#> lag1_var4  1.797363327  3.3145945  -2.6561950    6.4240045
#> const     -2.956340669 10.7388575 -21.1069155    9.2605309
#> exo1      -0.355949548  0.6603118  -1.4854291    0.3620889
#> exo2       2.008770004  0.8959429   0.8055082    3.0614600
#> exo3      -0.002653157  0.5404273  -0.7076735    0.8296534
#> 
#> $HKG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08107837 0.2573698  -0.1836328    0.4868796
#> lag1_var2  0.79933912 1.3894818  -1.1798070    2.5255271
#> lag1_var3  2.19609310 2.2958315  -1.0430197    5.0598301
#> lag1_var4 -1.28147351 2.2563751  -4.1455623    1.8812922
#> const      2.61680721 7.3154481  -6.7031973   13.3934947
#> exo1       0.22146648 0.6287354  -0.5338716    1.2275256
#> exo2      -1.92366394 0.7365294  -2.9935655   -0.9288611
#> exo3       0.05598086 0.2292019  -0.2271294    0.4000720
#> 
#> $HKG$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.016011445 0.1772407  -0.2462191    0.2307189
#> lag1_var2  0.421095677 1.1415726  -0.9089596    2.2604366
#> lag1_var3  0.757466337 1.8631273  -1.4036903    3.7327536
#> lag1_var4  0.246878719 1.8473544  -2.7365898    2.3031911
#> const     -0.706451033 4.2119889  -5.5600703    5.9416750
#> exo1       0.005828648 0.3744906  -0.3348734    0.6094768
#> exo2      -0.753835309 0.3763202  -1.3166298   -0.2212366
#> exo3       0.045222667 0.3219704  -0.3936509    0.4392233
#> 
#> 
#> 
#> $HND
#> $HND$Sigma
#> $HND$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003980717 0.000118223 0.0002602214 0.0005694288
#> 
#> $HND$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002620823 0.002089426 -0.006016031 -0.0001185907
#> Sigma[2,2]  0.479070731 0.110699424  0.375152573  0.6631590346
#> 
#> $HND$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.004953751 0.005491993 -0.01172956  0.003046539
#> Sigma[3,2] -0.094036073 0.148930139 -0.34202809  0.049716959
#> Sigma[3,3]  1.139320553 0.253556365  0.85144081  1.536524916
#> 
#> $HND$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.00682402 0.005999018 -0.01430711  0.001773643
#> Sigma[4,2]  0.21644272 0.180710157 -0.03383241  0.466126763
#> Sigma[4,3]  1.12926639 0.231260270  0.82158154  1.472113541
#> Sigma[4,4]  1.32311243 0.284054283  0.90048204  1.712240310
#> 
#> 
#> $HND$A
#> $HND$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.97156322 0.008622781  0.961202505   0.98374553
#> lag1_var2  0.06895698 0.033703450  0.021888334   0.11627950
#> lag1_var3  0.09596841 0.051469925  0.025282391   0.16908952
#> lag1_var4 -0.09306419 0.050746429 -0.165087542  -0.02322226
#> const      0.48151625 0.170646974  0.234539663   0.67633222
#> exo1       0.02124077 0.021878764 -0.014358733   0.04555544
#> exo2      -0.10849002 0.015724851 -0.132999707  -0.08832709
#> exo3       0.02977381 0.035043972 -0.007732938   0.07609584
#> 
#> $HND$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6515873 0.2791660   0.3896696    1.0194169
#> lag1_var2 -0.8155968 1.1264412  -2.2646153    0.5355283
#> lag1_var3 -2.2697708 1.6676697  -4.4718541   -0.3578007
#> lag1_var4  2.1616951 1.6076374   0.2993053    4.2967701
#> const     -6.6936948 5.6609498 -13.2804983    1.2383085
#> exo1      -0.5957967 0.5249637  -1.3255066    0.1313999
#> exo2       5.0295048 0.4903404   4.4198144    5.7932874
#> exo3      -0.4903370 0.8550940  -1.6676410    0.4062858
#> 
#> $HND$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3615548 0.4477425  -0.9809104    0.2363244
#> lag1_var2  2.0890842 2.1455815  -0.3641363    5.3018297
#> lag1_var3  3.8838213 3.2833040   0.2088112    8.9002706
#> lag1_var4 -2.9174094 3.1991991  -7.7948656    0.6877571
#> const      9.3031303 7.5834218  -0.6293537   18.5658070
#> exo1       0.4822649 0.7946904  -0.4993870    1.6369348
#> exo2      -6.6239954 0.6503335  -7.4452171   -5.7470797
#> exo3       0.6990040 1.7044401  -1.0893941    3.5474275
#> 
#> $HND$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05831521 0.6274734  -0.7597841    0.9267429
#> lag1_var2  1.35014571 2.6574728  -1.8090914    4.9014641
#> lag1_var3  2.09120821 4.0119142  -2.5756162    7.5762566
#> lag1_var4 -1.17493400 3.9047171  -6.5253390    3.3841550
#> const      3.72090340 9.4985995  -8.8156634   15.1092014
#> exo1       0.12106127 0.7923669  -1.1782409    1.0952496
#> exo2      -3.79089393 0.5562050  -4.5785679   -3.0043306
#> exo3       0.43435158 2.0500061  -1.6566034    3.7628542
#> 
#> 
#> 
#> $HRV
#> $HRV$Sigma
#> $HRV$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00105787 0.0001584485 0.0008366357  0.001282735
#> 
#> $HRV$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01764981 0.005368545 -0.02563801  -0.01121808
#> Sigma[2,2]  1.82018772 0.378487071  1.41504393   2.44059251
#> 
#> $HRV$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0067017 0.003861812  0.001835697   0.01160092
#> Sigma[3,2] -0.9705819 0.295938815 -1.430990434  -0.64696526
#> Sigma[3,3]  1.0313156 0.354269287  0.748899105   1.57864550
#> 
#> $HRV$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003016106 0.002825492 -0.006667392 0.0008089644
#> Sigma[4,2] -0.023654191 0.151104245 -0.279860662 0.1128191860
#> Sigma[4,3]  0.593745096 0.240048005  0.450807884 0.9569734686
#> Sigma[4,4]  0.658233171 0.198783558  0.537483844 0.9598404066
#> 
#> 
#> $HRV$A
#> $HRV$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.952694681 0.01417048  0.93701429   0.96961864
#> lag1_var2  0.085526340 0.02878410  0.03901109   0.11581561
#> lag1_var3  0.167127841 0.05760109  0.07314167   0.22480501
#> lag1_var4 -0.156425871 0.05322107 -0.20890198  -0.06976461
#> const      0.647564678 0.17639249  0.44179234   0.91137438
#> exo1       0.001092185 0.02910524 -0.03080542   0.04844770
#> exo2      -0.105855249 0.02989669 -0.14805098  -0.06719794
#> exo3       0.090367286 0.03245854  0.03818559   0.13215004
#> 
#> $HRV$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.8066340  1.1032157 -2.20206970    0.6867913
#> lag1_var2  1.7650627  1.9733357 -0.99532864    4.2073717
#> lag1_var3  1.5117168  3.7752627 -3.74042405    6.2508646
#> lag1_var4 -1.2296370  3.4867565 -5.69232935    3.5846826
#> const      5.1367286 13.2822197 -9.70212966   24.6669254
#> exo1      -1.0347370  0.5926583 -1.78703422   -0.2280304
#> exo2       2.1499691  1.3142533  0.09084491    3.7888259
#> exo3       0.2635849  1.1264024 -1.20047613    1.8052229
#> 
#> $HRV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1958731 0.7700538 -0.86951736    1.0541064
#> lag1_var2  0.5314716 1.5741643 -1.61671342    2.6810055
#> lag1_var3  2.1778812 2.9716598 -1.83040966    6.2549172
#> lag1_var4 -1.3689284 2.6908271 -5.06122623    2.2760268
#> const      6.2051978 7.4746239 -5.77440944   15.4425039
#> exo1       1.0400645 0.7132665 -0.05464062    1.8379415
#> exo2      -1.8116189 1.0950407 -3.37892236   -0.3895294
#> exo3       0.1303484 0.9499880 -0.91585529    1.4915895
#> 
#> $HRV$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2729273 0.5732510  -1.0087686    0.5564078
#> lag1_var2  1.2864749 1.1626651  -0.5295070    2.7565501
#> lag1_var3  2.6774498 2.2236943  -0.7753013    5.5461435
#> lag1_var4 -1.6799337 2.0044699  -4.2526229    1.4429857
#> const      8.0685976 7.9119179  -4.1213954   15.9358816
#> exo1       0.5443209 0.5180721  -0.2348321    1.1239478
#> exo2      -0.7736648 0.8427105  -1.9634976    0.1180047
#> exo3       0.2846535 0.5825804  -0.5861395    1.0549223
#> 
#> 
#> 
#> $HTI
#> $HTI$Sigma
#> $HTI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001816493 0.0006020019 0.001258667  0.002848522
#> 
#> $HTI$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009029786 0.004669506 -0.01686097 -0.004081766
#> Sigma[2,2]  0.209834658 0.048712997  0.15342146  0.285828350
#> 
#> $HTI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004933298 0.003216565  0.001290232   0.01008424
#> Sigma[3,2] -0.121759711 0.035793294 -0.175074190  -0.07855772
#> Sigma[3,3]  0.087794663 0.024225463  0.057350665   0.12304865
#> 
#> $HTI$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0009394226 0.000990088 -0.001992519 0.0006320408
#> Sigma[4,2]  0.0116387305 0.015217614 -0.006074397 0.0332488849
#> Sigma[4,3]  0.0119173209 0.008103528  0.004332246 0.0258044506
#> Sigma[4,4]  0.0211519254 0.006576252  0.014375497 0.0311667370
#> 
#> 
#> $HTI$A
#> $HTI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98368347 0.03182589  0.93628522  1.023175582
#> lag1_var2  0.04040052 0.05079916 -0.01583055  0.122785916
#> lag1_var3  0.05745843 0.07720263 -0.02839124  0.182965406
#> lag1_var4 -0.06011081 0.07244747 -0.17726226  0.019498146
#> const      0.52428591 0.36653496 -0.07500776  0.827134805
#> exo1       0.03817955 0.05456280 -0.03325822  0.121973058
#> exo2      -0.06525717 0.05337409 -0.14563724  0.004325424
#> exo3      -0.03094594 0.04151112 -0.07878936  0.031605439
#> 
#> $HTI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6029274 0.2643847   0.2106327    0.9123544
#> lag1_var2  1.7748839 0.4401277   1.2415915    2.4281147
#> lag1_var3  1.2339030 0.6984446   0.3921002    2.2621475
#> lag1_var4 -1.4924855 0.6509730  -2.4294459   -0.7186904
#> const      3.3079117 4.3054220  -3.4355495    7.8379411
#> exo1      -0.8430858 0.4942255  -1.4777735   -0.1803770
#> exo2       1.6403550 0.4960978   0.8720502    2.2507950
#> exo3      -0.2791498 0.4911661  -0.6874930    0.5114729
#> 
#> $HTI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3931971 0.2020276 -0.65419928   -0.1244888
#> lag1_var2 -0.1541509 0.2522038 -0.54909471    0.1252458
#> lag1_var3  0.6339971 0.3991373  0.02509476    1.0941179
#> lag1_var4  0.4661457 0.3665343  0.03124224    1.0170406
#> const      1.4704831 3.3210967 -1.40514533    7.0932662
#> exo1       0.4971988 0.3357043  0.10832576    1.0094751
#> exo2      -1.5847073 0.2770734 -1.93790332   -1.1622821
#> exo3       0.3058680 0.3152309 -0.19667375    0.6329773
#> 
#> $HTI$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.006865416 0.0819615 -0.12124574    0.1092440
#> lag1_var2  0.597069877 0.1680098  0.32883168    0.7646810
#> lag1_var3  0.805198283 0.2586193  0.38277703    1.0574994
#> lag1_var4  0.155680501 0.2462338 -0.07615720    0.5613978
#> const      1.789303118 1.2429964  0.32298098    3.8296417
#> exo1      -0.044970671 0.1470054 -0.20867124    0.1944927
#> exo2      -0.607467544 0.1167089 -0.73725840   -0.4356104
#> exo3       0.149866799 0.1010371 -0.01572736    0.2299829
#> 
#> 
#> 
#> $HUN
#> $HUN$Sigma
#> $HUN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006543005 0.0002063525 0.0004424985 0.0009538611
#> 
#> $HUN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01839498 0.007600235 -0.02965884 -0.009069716
#> Sigma[2,2]  1.12577560 0.255072913  0.73711893  1.421130447
#> 
#> $HUN$Sigma$equation3
#>                   mean        sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01364929 0.0084139  0.004176724   0.02637949
#> Sigma[3,2] -0.85608952 0.2723310 -1.248229048  -0.53146850
#> Sigma[3,3]  1.03459454 0.3160412  0.716283637   1.50819498
#> 
#> $HUN$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.004324549 0.005526574 -0.00100227   0.01298994
#> Sigma[4,2] -0.293179742 0.174839123 -0.55960413  -0.10796746
#> Sigma[4,3]  0.636019570 0.195109200  0.44236610   0.94380394
#> Sigma[4,4]  0.522237605 0.124470936  0.38386344   0.72215151
#> 
#> 
#> $HUN$A
#> $HUN$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.00150459 0.01680810  0.973936113   1.01911049
#> lag1_var2 -0.01599815 0.02392432 -0.047770749   0.01311418
#> lag1_var3 -0.01939566 0.04800989 -0.083616029   0.03924167
#> lag1_var4  0.01567545 0.04453537 -0.038329612   0.07585153
#> const      0.22298427 0.28245996 -0.124909997   0.68914507
#> exo1      -0.01517081 0.02399477 -0.044561691   0.02356664
#> exo2      -0.08357288 0.02407033 -0.116571646  -0.05414926
#> exo3       0.04090968 0.02514996  0.008212519   0.07182870
#> 
#> $HUN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2395672 0.3567832  -0.7276199    0.2599078
#> lag1_var2  0.8947419 0.8085506  -0.2807637    1.8865918
#> lag1_var3 -0.1295396 1.5915190  -2.3527522    1.8758324
#> lag1_var4  0.1305165 1.4829830  -1.7900331    2.1714594
#> const      6.1572719 6.3154020  -2.0077286   14.4782051
#> exo1       0.7896407 0.8752227  -0.3866596    1.9064384
#> exo2       0.7141458 1.0606511  -0.4992891    2.2762218
#> exo3      -0.2287505 1.3238679  -1.7710187    1.5490498
#> 
#> $HUN$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   0.6877200 0.4708418   0.14101007    1.3756670
#> lag1_var2  -0.8447852 1.0577107  -2.03528597    0.8722326
#> lag1_var3  -0.4058651 2.0943572  -2.85350254    2.9557538
#> lag1_var4   1.2895678 1.9917933  -1.87586343    3.6190279
#> const     -10.1488792 8.0555985 -22.14578512   -1.1110710
#> exo1       -0.7423765 0.9811328  -2.32566265    0.4441525
#> exo2       -1.5079164 0.7116649  -2.53675038   -0.6777823
#> exo3        1.4307057 1.0794448  -0.04351883    2.8145940
#> 
#> $HUN$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.6630097 0.4673779   0.01598967    1.2425563
#> lag1_var2 -0.8007740 1.1643653  -1.83908296    1.0405519
#> lag1_var3 -1.2670384 2.3176184  -3.27037102    2.3955949
#> lag1_var4  2.1538755 2.1961635  -1.28785888    4.0622002
#> const     -9.5547170 6.8313114 -19.29369435   -2.6614765
#> exo1      -0.3435856 0.7518530  -1.71107889    0.3413039
#> exo2      -1.1608904 0.6677185  -2.11197818   -0.3068131
#> exo3       1.3481477 0.7018208   0.17785767    2.0537635
#> 
#> 
#> 
#> $IDN
#> $IDN$Sigma
#> $IDN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001310025 0.0003997143 0.0007759195  0.001898385
#> 
#> $IDN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005604789 0.003042456 -0.01035567 -0.001881618
#> Sigma[2,2]  0.249061631 0.051393122  0.19723074  0.335567903
#> 
#> $IDN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002119475 0.002722378 -0.002203344  0.005643478
#> Sigma[3,2] -0.154915731 0.088289895 -0.290297319 -0.076406085
#> Sigma[3,3]  0.395242597 0.140842893  0.254307833  0.617008411
#> 
#> $IDN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001736661 0.003475844 -0.007547948  0.002086474
#> Sigma[4,2]  0.009796386 0.074680564 -0.101024440  0.093185115
#> Sigma[4,3]  0.311352793 0.092926498  0.203742882  0.450926667
#> Sigma[4,4]  0.337711637 0.059208374  0.250996297  0.413287456
#> 
#> 
#> $IDN$A
#> $IDN$A$equation1
#>                   mean         sd 5% quantile  95% quantile
#> lag1_var1  1.008633158 0.01371254  0.99165241  1.0264511565
#> lag1_var2  0.019850374 0.03431912 -0.02895571  0.0563748343
#> lag1_var3  0.031704970 0.05741422 -0.05169299  0.0957089463
#> lag1_var4 -0.040562807 0.05553091 -0.10313565  0.0380338189
#> const      0.405741953 0.22503126  0.07522587  0.7082479423
#> exo1       0.018474930 0.02958543 -0.01609526  0.0610769118
#> exo2      -0.058823208 0.04106929 -0.11146187 -0.0003182331
#> exo3       0.001119141 0.03760501 -0.04989232  0.0503070256
#> 
#> $IDN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.54488110 0.1421277  -0.7258016   -0.3414700
#> lag1_var2  2.65192417 0.7989492   1.6677454    3.8406981
#> lag1_var3  2.72050635 1.1537789   1.2653037    4.4289925
#> lag1_var4 -2.61210206 1.1855776  -4.3374064   -1.0545546
#> const      8.30791307 5.0354367   0.3378902   13.9139362
#> exo1      -0.23645081 0.6316550  -1.0356167    0.6476526
#> exo2       0.93309191 0.5610285   0.1756082    1.7291106
#> exo3      -0.07156827 0.3167533  -0.3814721    0.4425880
#> 
#> $IDN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6921856 0.3357461   0.3348180    1.2305765
#> lag1_var2 -0.1405514 0.8673760  -1.2580294    1.1336447
#> lag1_var3  0.8419639 1.3176123  -0.8947372    2.6424432
#> lag1_var4 -0.1588742 1.2738855  -1.9561868    1.5089870
#> const      2.7231304 5.7532250  -4.7789265   10.1803913
#> exo1       0.2451175 0.6617610  -0.5873985    1.1395934
#> exo2      -1.5358653 0.8977931  -2.8809365   -0.3619890
#> exo3      -1.6246363 0.6038092  -2.4290209   -0.8527881
#> 
#> $IDN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3377321 0.3089448  0.04375467   0.85872064
#> lag1_var2  1.3745740 0.9344373  0.26661093   2.89557791
#> lag1_var3  2.2932324 1.4294939  0.62510085   4.65052479
#> lag1_var4 -1.5219860 1.3828963 -3.85411622  -0.01242076
#> const      7.0254723 3.2867877  2.69620782  11.59417238
#> exo1       0.1075266 0.6349383 -0.74102652   0.89124355
#> exo2      -0.9537256 0.9177305 -2.23915498   0.18547360
#> exo3      -1.7514186 0.5734704 -2.49895286  -0.94994810
#> 
#> 
#> 
#> $IND
#> $IND$Sigma
#> $IND$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002576701 8.207327e-05 0.0001598668 0.0003610999
#> 
#> $IND$Sigma$equation2
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[2,1] 8.730011e-05 0.0007414175 -0.0008597316  0.001154801
#> Sigma[2,2] 7.585362e-02 0.0211976462  0.0529347244  0.105752311
#> 
#> $IND$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002501655 0.001102599  0.001499416  0.004254622
#> Sigma[3,2] -0.061538174 0.032537896 -0.112049342 -0.021076731
#> Sigma[3,3]  0.179715598 0.059310875  0.129357386  0.285360793
#> 
#> $IND$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002689853 0.0009804742  0.001772558  0.004352252
#> Sigma[4,2] -0.024062107 0.0278486308 -0.068109748  0.010292669
#> Sigma[4,3]  0.157534771 0.0483344352  0.118646235  0.242057033
#> Sigma[4,4]  0.154509820 0.0408755500  0.113730261  0.220258472
#> 
#> 
#> $IND$A
#> $IND$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.99891378 0.006014299  0.990512431  1.006778813
#> lag1_var2 -0.01498051 0.020432760 -0.047812395  0.008161099
#> lag1_var3 -0.03141454 0.034827559 -0.087354533  0.010057410
#> lag1_var4  0.02774640 0.033097560 -0.011224981  0.080687680
#> const      0.27633422 0.093776712  0.133268097  0.392705033
#> exo1      -0.01834159 0.017961710 -0.046772366  0.001294002
#> exo2      -0.11949361 0.018245750 -0.133174897 -0.090392220
#> exo3       0.02610314 0.019174174  0.001357337  0.053016002
#> 
#> $IND$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.301735840 0.1114352  -0.4404541   -0.1461602
#> lag1_var2  1.200941578 0.5813031   0.4792951    1.9345635
#> lag1_var3  0.232338623 0.9936505  -0.9860029    1.5408138
#> lag1_var4 -0.125064552 0.9669138  -1.3951930    1.0758902
#> const      1.891391268 2.0318424  -0.9991949    4.4089450
#> exo1       0.006575569 0.2849118  -0.2920084    0.4860618
#> exo2       1.854737531 0.2094942   1.5679223    2.1519273
#> exo3      -0.537430424 0.1864388  -0.8000007   -0.2975029
#> 
#> $IND$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5380524 0.1327102  0.32444295   0.68545211
#> lag1_var2 -1.7666278 0.4922322 -2.45657619  -1.08441748
#> lag1_var3 -0.9306649 0.7471446 -1.81706272   0.08650198
#> lag1_var4  1.8369174 0.7300695  0.85705709   2.73209462
#> const     -4.2644978 1.8950300 -6.16309832  -1.37329850
#> exo1       0.5836713 0.4031244  0.03996462   1.13608762
#> exo2      -2.4811290 0.3756755 -2.97630420  -1.91985126
#> exo3       0.9505629 0.2623169  0.55241431   1.24328581
#> 
#> $IND$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3890454 0.1395133   0.1944503    0.5783188
#> lag1_var2 -1.4726110 0.4463399  -1.9462161   -0.8565570
#> lag1_var3 -1.3862821 0.6918344  -2.2548454   -0.4764517
#> lag1_var4  2.3831848 0.6704173   1.5035524    3.1935368
#> const     -5.0824192 2.1401411  -8.2883400   -2.1194746
#> exo1       0.6257506 0.3782353   0.1314959    1.1201635
#> exo2      -1.6142785 0.3900095  -2.0315977   -0.9844509
#> exo3       0.7310071 0.2282285   0.3958264    1.0115879
#> 
#> 
#> 
#> $IRL
#> $IRL$Sigma
#> $IRL$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00210541 0.0004410379 0.001422667  0.002593881
#> 
#> $IRL$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03610812 0.01258592 -0.05448837  -0.02063024
#> Sigma[2,2]  1.61388163 0.43216048  1.16043266   2.26187004
#> 
#> $IRL$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03057397 0.01109796  0.01873206   0.04667373
#> Sigma[3,2] -1.42796180 0.36157884 -1.98537446  -1.04889763
#> Sigma[3,3]  1.54211865 0.30740083  1.24296639   2.04333702
#> 
#> $IRL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.009286189 0.004777212  0.002491132   0.01527957
#> Sigma[4,2] -0.464842948 0.114573345 -0.638628250  -0.33719072
#> Sigma[4,3]  0.712089841 0.118134269  0.552547566   0.88462575
#> Sigma[4,4]  0.461600794 0.100342922  0.342270663   0.59958543
#> 
#> 
#> $IRL$A
#> $IRL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.02441365 0.01987811  1.00319341   1.05168552
#> lag1_var2 -0.03768401 0.03203662 -0.07432485   0.01380509
#> lag1_var3 -0.05660320 0.05276454 -0.11708164   0.02875838
#> lag1_var4  0.04275980 0.04611245 -0.03213627   0.09364915
#> const      0.30768994 0.29281910 -0.09618456   0.69683008
#> exo1      -0.04566237 0.05042855 -0.12112926   0.01440068
#> exo2      -0.02078079 0.04344264 -0.07304764   0.03060038
#> exo3       0.03256839 0.05522076 -0.05367718   0.09735968
#> 
#> $IRL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.5641412 0.6181095  -2.5416204   -0.9005648
#> lag1_var2  1.9821347 0.6958318   1.2822527    3.1816481
#> lag1_var3  1.4910181 1.1839572   0.2364549    3.5108552
#> lag1_var4 -0.8743486 1.1657200  -2.8397487    0.4688536
#> const      1.6095870 9.8944234 -11.9289058   15.2793372
#> exo1      -0.3562283 1.3537615  -2.0559238    1.2839141
#> exo2       2.0020201 1.2556630   0.3237651    3.9378185
#> exo3       2.4139195 1.3140713   0.5234212    4.0969733
#> 
#> $IRL$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  1.529193268 0.5985534   0.9680230   2.49807826
#> lag1_var2 -1.024732960 0.9174376  -2.4967182   0.06870918
#> lag1_var3 -0.367324664 1.5584924  -2.8702458   1.44340674
#> lag1_var4  0.719298388 1.4785782  -0.9129612   3.10808664
#> const      2.490710937 9.1656286  -7.6245202  14.73819980
#> exo1      -0.007591755 1.0765978  -1.1633639   1.53710348
#> exo2      -3.522551878 1.1829705  -5.2985009  -2.17201695
#> exo3      -1.026068407 1.0868494  -2.2680337   0.71487978
#> 
#> $IRL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5988100 0.2955226   0.2394558    1.0162735
#> lag1_var2 -0.2662375 0.5763105  -1.1027806    0.5081585
#> lag1_var3 -0.1855234 0.9683141  -1.6159968    1.0733060
#> lag1_var4  0.9275321 0.8786517  -0.1657419    2.2553075
#> const      2.0915078 3.9165570  -3.7646729    6.3812629
#> exo1      -0.1947698 0.5383388  -0.9885020    0.3765806
#> exo2      -2.3960405 0.5951129  -3.2031940   -1.4918450
#> exo3       0.5099163 0.5057577  -0.1599661    1.1483885
#> 
#> 
#> 
#> $IRN
#> $IRN$Sigma
#> $IRN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001047553 0.0001776233 0.0008253067   0.00130413
#> 
#> $IRN$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.005218067 0.006113743 -0.003814035    0.0132534
#> Sigma[2,2] 0.629736250 0.109806189  0.465337535    0.7615509
#> 
#> $IRN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.00161892 0.003549742 -0.005640762  0.003896781
#> Sigma[3,2] -0.14391220 0.098239939 -0.289421646 -0.005305672
#> Sigma[3,3]  0.33284760 0.071610213  0.243353290  0.425087050
#> 
#> $IRN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0006296013 0.004092739 -0.005080952  0.006696377
#> Sigma[4,2] 0.1435909751 0.107966604  0.011841064  0.295369229
#> Sigma[4,3] 0.3051386939 0.081980723  0.191507065  0.408726876
#> Sigma[4,4] 0.4138176724 0.119351124  0.270082776  0.592829824
#> 
#> 
#> $IRN$A
#> $IRN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00847242 0.01850796  0.98566864  1.035770659
#> lag1_var2 -0.03365769 0.03887363 -0.08971543  0.007711833
#> lag1_var3 -0.07967296 0.08970277 -0.21465137  0.015963697
#> lag1_var4  0.07439901 0.07998378 -0.01105364  0.193997611
#> const      0.02239698 0.17074535 -0.24992816  0.176763151
#> exo1      -0.01601145 0.02813809 -0.05232726  0.025653638
#> exo2      -0.01052132 0.02552703 -0.04620347  0.016331517
#> exo3       0.02599862 0.03386871 -0.02253237  0.065332032
#> 
#> $IRN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1193654 0.3633516  -0.5805412    0.4302750
#> lag1_var2  1.3633832 0.8630123   0.1077238    2.3290546
#> lag1_var3  1.4308900 1.8603593  -1.2556351    3.2685746
#> lag1_var4 -1.3904026 1.7063314  -3.1001491    1.0416831
#> const      4.3585256 5.3203503  -1.5012052   10.8469131
#> exo1      -0.2804904 0.5039179  -1.0622386    0.1748416
#> exo2      -1.0674816 0.9274080  -1.9267409    0.5213926
#> exo3      -0.8585344 0.8129150  -2.1060500    0.2251721
#> 
#> $IRN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6468035 0.3792011  0.09345771   1.11932193
#> lag1_var2 -1.0181995 0.7654681 -1.79259960   0.05363883
#> lag1_var3 -1.1602955 1.8466033 -3.20717368   1.37668771
#> lag1_var4  1.8427283 1.6809097 -0.47801691   3.75374595
#> const     -2.4539749 3.5293044 -6.96998516   2.65241191
#> exo1      -1.2476683 0.2277037 -1.62242566  -1.04383771
#> exo2      -2.2015577 0.5597004 -3.06307351  -1.56086645
#> exo3      -0.7170541 0.4722238 -1.31580071  -0.13065426
#> 
#> $IRN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6617041 0.3577948  0.23013614    1.1739051
#> lag1_var2 -0.7817725 0.7819941 -1.94432898    0.1625247
#> lag1_var3 -1.3009496 1.9381447 -4.08638519    0.9637632
#> lag1_var4  2.0114483 1.7644906 -0.06067099    4.5781622
#> const     -2.5084542 2.6180381 -5.97403897    1.2091385
#> exo1      -1.5269878 0.3705223 -2.12190789   -1.1376933
#> exo2      -2.9464167 0.4347801 -3.55133671   -2.4593592
#> exo3      -1.1923489 0.6101946 -2.06001445   -0.4625395
#> 
#> 
#> 
#> $IRQ
#> $IRQ$Sigma
#> $IRQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01730637 0.003498622   0.0114978   0.02130232
#> 
#> $IRQ$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01238093 0.008716354 -0.02548566 5.468333e-05
#> Sigma[2,2]  0.25172891 0.080860585  0.14971641 3.486062e-01
#> 
#> $IRQ$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009115702 0.006610731  0.001658317   0.01956496
#> Sigma[3,2] -0.116186536 0.039611903 -0.169075921  -0.06601084
#> Sigma[3,3]  0.154182474 0.036084157  0.119045397   0.20945576
#> 
#> $IRQ$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004451765 0.006718113 -0.002789895   0.01612576
#> Sigma[4,2] -0.013426660 0.026521158 -0.042519786   0.02788587
#> Sigma[4,3]  0.118751882 0.031109392  0.089685555   0.17220184
#> Sigma[4,4]  0.126957627 0.035662643  0.095372598   0.18462848
#> 
#> 
#> $IRQ$A
#> $IRQ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.89671089 0.03416081  0.85291616    0.9437886
#> lag1_var2  0.07840051 0.08604932 -0.05070259    0.1777596
#> lag1_var3  0.17129856 0.20274013 -0.13143717    0.3880724
#> lag1_var4 -0.12593419 0.21155751 -0.36672262    0.1839409
#> const      0.72260079 1.01347470 -0.77781316    2.0998618
#> exo1       0.02444317 0.12403299 -0.19455480    0.1375536
#> exo2      -0.05522181 0.13816535 -0.18458441    0.1809265
#> exo3      -0.01098321 0.15232702 -0.26161192    0.1458466
#> 
#> $IRQ$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.389917310 0.1395034   0.1778212    0.5561681
#> lag1_var2  0.002507203 0.4205904  -0.5370537    0.6612109
#> lag1_var3 -2.351485148 0.9988022  -3.6350239   -0.8348142
#> lag1_var4  2.255797775 0.9296152   0.8358161    3.3820556
#> const     -5.570304498 2.3883044  -8.4047796   -2.2932912
#> exo1      -0.434314627 0.5550593  -1.3254381    0.1118571
#> exo2       1.006673105 0.5562076   0.3715116    1.8951201
#> exo3       0.521370579 0.5938555  -0.2656727    1.2579605
#> 
#> $IRQ$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.12264799 0.1056282  -0.2454127   0.03342894
#> lag1_var2  0.86447704 0.3153426   0.4036844   1.24104891
#> lag1_var3  3.03848108 0.7761199   1.9098929   4.03424836
#> lag1_var4 -2.14644612 0.7496922  -3.0558416  -1.03140046
#> const      7.45984557 1.4083683   6.0813051   9.81150083
#> exo1      -0.07189905 0.3568331  -0.5421531   0.43265840
#> exo2      -2.34908809 0.3310260  -2.8182796  -1.99044547
#> exo3      -0.61265277 0.4318085  -1.2801535  -0.06436245
#> 
#> $IRQ$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04764193 0.1216100 -0.06410664  0.257047129
#> lag1_var2  0.69679132 0.2216152  0.38300924  0.986265588
#> lag1_var3  1.64898993 0.5750195  0.90161093  2.406371863
#> lag1_var4 -0.77284498 0.5479519 -1.44529802 -0.009098815
#> const      3.93354905 2.0835917  1.13286578  6.904926270
#> exo1      -0.28346941 0.2684764 -0.69681449 -0.028806928
#> exo2      -2.28374033 0.3666874 -2.90663308 -1.873855285
#> exo3      -0.51366849 0.3326975 -0.91670833 -0.125159759
#> 
#> 
#> 
#> $ISL
#> $ISL$Sigma
#> $ISL$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001337877 0.0003039116 0.001047133  0.001801197
#> 
#> $ISL$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0334097 0.005308696 -0.04170761  -0.02678047
#> Sigma[2,2]  1.1787717 0.202875443  0.88629702   1.41385171
#> 
#> $ISL$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03193584 0.005229754  0.02561014   0.04016909
#> Sigma[3,2] -1.19899904 0.280581320 -1.66890949  -0.86170212
#> Sigma[3,3]  1.79560893 0.437997191  1.31931184   2.49579816
#> 
#> $ISL$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.007011748 0.005828264 -0.0006739555    0.0153806
#> Sigma[4,2] -0.321363363 0.194364798 -0.6240126438   -0.0768748
#> Sigma[4,3]  0.926414771 0.254445871  0.6539809702    1.2854889
#> Sigma[4,4]  0.711844902 0.137997686  0.5536215634    0.9217213
#> 
#> 
#> $ISL$A
#> $ISL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.996973868 0.01857413  0.96924788   1.02054346
#> lag1_var2 -0.054714825 0.06708162 -0.14940358   0.03128397
#> lag1_var3 -0.070785940 0.09289750 -0.20034895   0.04304710
#> lag1_var4  0.070164292 0.09384259 -0.04151318   0.20199710
#> const      0.153907323 0.37771988 -0.36131762   0.57713922
#> exo1       0.009876306 0.03787749 -0.02823781   0.07534648
#> exo2      -0.086328605 0.03768523 -0.12148025  -0.02505151
#> exo3       0.026809712 0.03384791 -0.02710138   0.06218910
#> 
#> $ISL$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.009279824 0.4628896 -0.47145540    0.8134028
#> lag1_var2  1.701032086 2.2150355 -1.05866135    4.6121761
#> lag1_var3  1.269064929 2.9988780 -2.37672474    5.0901184
#> lag1_var4 -1.292042502 3.0038734 -5.15418577    2.3814854
#> const      2.573461215 8.2446677 -9.99305830   12.3157171
#> exo1      -0.452313747 1.0440359 -2.15025594    0.6092894
#> exo2       1.508630526 1.0726318 -0.09192315    3.0377426
#> exo3       0.782080073 0.8952779 -0.45094423    1.9082800
#> 
#> $ISL$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.19996792  0.6224908  -0.7520775    1.0202050
#> lag1_var2  2.26582648  3.2306708  -2.8036755    6.0578551
#> lag1_var3  3.92153645  4.3226492  -2.8413013    8.9734646
#> lag1_var4 -3.12842567  4.2709055  -8.2081726    3.5303720
#> const     10.96568295 11.6370867  -4.6935024   28.2443267
#> exo1      -0.03651825  1.0727306  -1.2569378    1.4542252
#> exo2      -3.05007860  1.3388809  -4.8277088   -1.1522894
#> exo3      -1.61192036  1.1528819  -2.8900306    0.2479984
#> 
#> $ISL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2219213 0.4140865  -0.2317418   0.80347585
#> lag1_var2  3.3728134 2.0402069   0.4258931   5.84852358
#> lag1_var3  4.6531978 2.7656715   0.6720404   8.06574991
#> lag1_var4 -3.8673577 2.7339831  -7.2388041   0.06252028
#> const     11.8314169 7.9323622   2.1258783  22.50607679
#> exo1      -0.3816528 0.5696795  -1.1200560   0.33722247
#> exo2      -2.0234264 0.8600422  -2.9853160  -0.65651668
#> exo3      -1.0925337 0.6802158  -1.6613981   0.09034697
#> 
#> 
#> 
#> $ISR
#> $ISR$Sigma
#> $ISR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004407782 0.0001020637 0.0003042803 0.0005637297
#> 
#> $ISR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01211003 0.003489741 -0.01710322 -0.008509975
#> Sigma[2,2]  0.94901204 0.268246859  0.59186383  1.321763135
#> 
#> $ISR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01156207 0.004226706  0.006123115   0.01749499
#> Sigma[3,2] -0.89786860 0.256116499 -1.244645147  -0.55962362
#> Sigma[3,3]  1.03935689 0.267956249  0.693834984   1.40638952
#> 
#> $ISR$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.00447814 0.002765723  0.0008528794  0.008107274
#> Sigma[4,2] -0.34286373 0.107961088 -0.5037864348 -0.203044240
#> Sigma[4,3]  0.52981185 0.133669972  0.3531841700  0.723457178
#> Sigma[4,4]  0.34669163 0.082789119  0.2423005956  0.463807700
#> 
#> 
#> $ISR$A
#> $ISR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.970756152 0.01397133  0.95312953   0.98903457
#> lag1_var2  0.038183930 0.01810675  0.01129306   0.05945666
#> lag1_var3  0.064268530 0.03088431  0.01848099   0.09907723
#> lag1_var4 -0.058133682 0.03075400 -0.08978088  -0.01224294
#> const      0.436292061 0.18195739  0.20254707   0.70649787
#> exo1      -0.004786925 0.02700170 -0.03965493   0.03536830
#> exo2      -0.060107480 0.01434632 -0.07965364  -0.04042591
#> exo3       0.047112418 0.02821645  0.01216688   0.08553297
#> 
#> $ISR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.58898965  0.7721269  -0.6194378    1.4573547
#> lag1_var2  2.08534838  0.9896830   1.1868448    3.7526070
#> lag1_var3  2.12189467  1.6939148   0.4008358    4.8595849
#> lag1_var4 -2.47663076  1.6548966  -4.9215894   -0.4312019
#> const      8.46952453 10.5163780  -6.6241920   22.6360830
#> exo1      -0.72962647  1.3356483  -2.1404780    1.0887875
#> exo2       0.49056216  0.8199042  -0.5153326    1.5551140
#> exo3       0.01953453  1.2683601  -1.8029471    1.7375248
#> 
#> $ISR$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.07794562  0.6864628  -0.7264382    1.1433587
#> lag1_var2 -0.85363323  1.2252611  -2.5624234    0.7655688
#> lag1_var3 -0.56061143  2.1109666  -3.4694136    2.2611378
#> lag1_var4  1.61065034  2.0896726  -1.3395607    4.3508449
#> const     -5.67478147 11.3063382 -20.7391322    9.9814357
#> exo1       0.31601403  1.3597275  -1.6207580    1.8657640
#> exo2      -1.95696288  0.9603275  -3.3310097   -0.8434016
#> exo3      -0.25680368  1.0620882  -1.8609180    1.1766757
#> 
#> $ISR$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.46802138 0.3499114   0.01261554    1.0128687
#> lag1_var2  0.05444794 0.8894836  -0.95202172    1.3977983
#> lag1_var3  0.12446931 1.5334422  -1.54098987    2.4685483
#> lag1_var4  0.72789891 1.5098926  -1.61034222    2.3012758
#> const     -2.50380456 6.0926525 -11.44385576    4.5026667
#> exo1      -0.14581065 0.6932186  -1.02658021    0.7574572
#> exo2      -1.71240870 0.7111008  -2.98846016   -1.0874314
#> exo3      -0.20652675 0.5635021  -0.97940057    0.5584990
#> 
#> 
#> 
#> $ITA
#> $ITA$Sigma
#> $ITA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003355641 9.506296e-05 0.0002336337 0.0004760194
#> 
#> $ITA$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009206838 0.00260919 -0.01270927 -0.005558041
#> Sigma[2,2]  0.643221426 0.11134169  0.49814105  0.792191614
#> 
#> $ITA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004276634 0.001739461  0.001660006  0.006566618
#> Sigma[3,2] -0.354349695 0.078695134 -0.433783828 -0.233055133
#> Sigma[3,3]  0.361309083 0.067963610  0.253640815  0.429895956
#> 
#> $ITA$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003082244 0.001995099 -0.003599589  0.001790148
#> Sigma[4,2] -0.0432112615 0.079739268 -0.126080628  0.075297068
#> Sigma[4,3]  0.2080881891 0.042960048  0.144023454  0.258888148
#> Sigma[4,4]  0.2075076974 0.043160620  0.152195860  0.266728498
#> 
#> 
#> $ITA$A
#> $ITA$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.977169127 0.01512405  0.951893462   0.99108255
#> lag1_var2  0.032536936 0.02313612  0.008157309   0.07121373
#> lag1_var3  0.059650942 0.04499481  0.015192066   0.13726117
#> lag1_var4 -0.055028358 0.03877767 -0.121910124  -0.01594609
#> const      0.393133613 0.12305350  0.248132940   0.58750361
#> exo1      -0.001614387 0.01175560 -0.021117928   0.01133584
#> exo2      -0.094321653 0.01456699 -0.116665094  -0.08050888
#> exo3       0.057827214 0.01400072  0.042342262   0.08052355
#> 
#> $ITA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.22849528 0.6242766 -0.48330610    1.1315600
#> lag1_var2  1.38429903 1.1308808 -0.08132453    2.7042954
#> lag1_var3  1.01052465 2.2369328 -2.09892623    3.5677426
#> lag1_var4 -1.19278597 2.0260137 -3.56409092    1.5792093
#> const      3.38780917 7.4499519 -4.64653174   13.9424796
#> exo1       0.04014545 0.8336544 -1.37065667    0.8937297
#> exo2      -0.80222235 0.8028863 -1.82251688    0.2669493
#> exo3       0.84602498 0.9574829 -0.55844381    2.0012816
#> 
#> $ITA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0330369 0.3417164   0.6632441    1.6049664
#> lag1_var2 -1.5200196 0.7990502  -2.6936737   -0.3952753
#> lag1_var3 -2.2631256 1.5667193  -4.6891546   -0.1973636
#> lag1_var4  2.7824384 1.4443890   0.8341356    4.9597174
#> const     -6.3879374 5.0384429 -13.2753993    0.8713174
#> exo1       0.2045869 0.9233392  -1.0318193    1.5187249
#> exo2      -0.6229431 0.5319427  -1.5458383   -0.0994756
#> exo3      -0.3672871 0.5873303  -1.2898269    0.3949338
#> 
#> $ITA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.25966091 0.4615332   0.6169523   1.87454143
#> lag1_var2 -1.26527228 0.9105195  -2.4407682  -0.29488843
#> lag1_var3 -2.63531586 1.8534130  -5.0664929  -0.61612432
#> lag1_var4  3.04842186 1.6658029   1.2802386   5.28849875
#> const     -7.16214092 4.3752358 -12.3168162  -0.08943479
#> exo1       0.23908330 0.6694973  -0.7575955   1.08838685
#> exo2      -1.12243281 0.4353142  -1.8050974  -0.58912520
#> exo3       0.05267955 0.3127302  -0.3833373   0.40766801
#> 
#> 
#> 
#> $JAM
#> $JAM$Sigma
#> $JAM$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000425809 0.0001104018 0.0003219148  0.000606491
#> 
#> $JAM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004362261 0.001207351 -0.005895745 -0.002549223
#> Sigma[2,2]  0.311185323 0.090155972  0.229134405  0.460897677
#> 
#> $JAM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007608429 0.004013369  0.003102798   0.01370665
#> Sigma[3,2] -0.308202714 0.100531113 -0.465455112  -0.20089157
#> Sigma[3,3]  0.801740523 0.175537682  0.606338013   1.09966750
#> 
#> $JAM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005101942 0.003788016  0.001446559  0.010951462
#> Sigma[4,2] -0.113500958 0.072957806 -0.197647030 -0.003366441
#> Sigma[4,3]  0.646823099 0.166241510  0.487667001  0.896344383
#> Sigma[4,4]  0.616972136 0.174055319  0.434651980  0.890173240
#> 
#> 
#> $JAM$A
#> $JAM$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97216802 0.02157571  0.937794142  0.993686205
#> lag1_var2  0.02573769 0.05228025 -0.044520398  0.099963790
#> lag1_var3  0.04208512 0.08336494 -0.070292708  0.160816005
#> lag1_var4 -0.03749705 0.07900466 -0.149187550  0.070048658
#> const      0.37198689 0.24996372  0.088986976  0.741762269
#> exo1      -0.01120001 0.01412966 -0.028444769  0.007581266
#> exo2      -0.10631416 0.01443515 -0.128217525 -0.090826247
#> exo3       0.02836091 0.01294273  0.008184008  0.044118860
#> 
#> $JAM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.70600513 0.3986278  -1.2246504   -0.2004439
#> lag1_var2  2.87135590 0.9051456   1.9701267    4.1865873
#> lag1_var3  3.11001187 1.4334210   1.5136363    5.0865788
#> lag1_var4 -2.96502299 1.3470417  -4.8130167   -1.4159610
#> const      8.03421434 5.2165628   1.0939989   15.4134950
#> exo1       0.02318225 0.3174738  -0.4774225    0.3441332
#> exo2       0.95977260 0.6162821   0.2896634    1.9272852
#> exo3      -0.91103408 0.6086403  -1.8420627   -0.3371815
#> 
#> $JAM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06427458 0.5816597  -0.5952559   1.00738959
#> lag1_var2 -0.04915640 1.8387474  -2.9551143   1.69235347
#> lag1_var3  0.27707153 2.9440755  -4.3339304   3.32176754
#> lag1_var4  0.68339833 2.7817950  -2.2094356   5.04698251
#> const     -2.00139123 7.1745311 -10.3265488   9.20407485
#> exo1       0.26367510 0.4726412  -0.3973486   0.85098199
#> exo2      -1.47993147 1.0413381  -2.7739142   0.06278994
#> exo3       2.31575892 0.8980898   0.6967720   3.16038449
#> 
#> $JAM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4392093 0.5669365  -1.2139132    0.3685446
#> lag1_var2  1.5532688 1.5404222  -1.1211052    2.8565769
#> lag1_var3  1.8519858 2.4716268  -2.4037778    4.0429121
#> lag1_var4 -0.7590014 2.3294448  -2.8249495    3.2609447
#> const      1.5667701 6.4943312  -6.1680345   10.7900696
#> exo1       0.3076351 0.4475759  -0.2705447    0.9416891
#> exo2      -0.8836326 1.0253684  -2.1519274    0.6104587
#> exo3       1.8238674 0.7693195   0.4668950    2.4986116
#> 
#> 
#> 
#> $JOR
#> $JOR$Sigma
#> $JOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004007312 8.473706e-05 0.0002914283 0.0005371732
#> 
#> $JOR$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001936426 0.002468646 -0.005086693  0.001515741
#> Sigma[2,2]  0.825470546 0.123505963  0.642991000  0.973916254
#> 
#> $JOR$Sigma$equation3
#>                  mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0018532 0.001183836  0.0003948797  0.003575281
#> Sigma[3,2] -0.1563467 0.057603342 -0.2351210948 -0.090106436
#> Sigma[3,3]  0.3318016 0.073004064  0.2254363373  0.413317751
#> 
#> $JOR$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.001173465 0.001694763 -0.001411074  0.002965954
#> Sigma[4,2] 0.193691415 0.078484302  0.072021918  0.289239195
#> Sigma[4,3] 0.312046492 0.085084839  0.197227139  0.427618901
#> Sigma[4,4] 0.448438222 0.110257647  0.316124273  0.621662637
#> 
#> 
#> $JOR$A
#> $JOR$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.97096815 0.006673976  0.95915589  0.976297776
#> lag1_var2  0.04325024 0.006727029  0.03524202  0.053529096
#> lag1_var3  0.10200528 0.020262519  0.07983930  0.134691107
#> lag1_var4 -0.09767187 0.017354980 -0.12609107 -0.080150310
#> const      0.51529706 0.123044836  0.39015527  0.694790182
#> exo1       0.03364577 0.014315934  0.01466508  0.049982687
#> exo2      -0.02896108 0.019492956 -0.04837161  0.000377234
#> exo3       0.01596710 0.034648281 -0.03902369  0.056800671
#> 
#> $JOR$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5873334 0.4186686   0.01910159    1.0772390
#> lag1_var2  0.2879557 0.7694877  -0.68398762    1.3263451
#> lag1_var3 -1.2817210 1.9861883  -3.83646888    1.4427918
#> lag1_var4  1.0904163 1.8375395  -1.49992136    3.4123090
#> const     -3.6155523 9.8241289 -16.65673012    9.8725621
#> exo1      -0.6248811 1.0098155  -2.03534374    0.4821941
#> exo2       2.6336941 0.7054482   1.65804212    3.6364641
#> exo3       0.9713183 0.9385200  -0.29877065    2.1393770
#> 
#> $JOR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08320403 0.1140817  -0.2294879  0.085310405
#> lag1_var2  0.72444936 0.4104845   0.1625879  1.317322948
#> lag1_var3  2.58990092 1.0878079   1.0967320  4.112467873
#> lag1_var4 -1.66251349 1.0076905  -3.1196829 -0.298964411
#> const      3.32515747 4.7617333  -3.0427235  9.367429919
#> exo1       0.01282380 0.7928922  -1.2478120  0.956912953
#> exo2      -0.66154459 0.4204135  -1.0256756 -0.007254196
#> exo3      -1.17288998 0.4660241  -1.8925108 -0.721969066
#> 
#> $JOR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1649686 0.2459160 -0.22918710   0.44187039
#> lag1_var2  0.6834533 0.4304448  0.07711830   1.27693995
#> lag1_var3  1.6876855 1.1623385  0.08095952   3.33890723
#> lag1_var4 -0.8054774 1.0521842 -2.32246450   0.67624425
#> const      0.2562038 3.8841431 -5.78804143   4.47983352
#> exo1      -0.2694673 1.0187577 -1.71285984   1.09298269
#> exo2       0.4735575 0.5617893 -0.15412456   1.37434019
#> exo3      -0.9735534 0.6347791 -1.71228181   0.01877665
#> 
#> 
#> 
#> $JPN
#> $JPN$Sigma
#> $JPN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003027274 9.278687e-05 0.0002106029 0.0004538759
#> 
#> $JPN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003261345 0.001210288 -0.00491165 -0.001554743
#> Sigma[2,2]  0.090883614 0.036970331  0.05141596  0.146905586
#> 
#> $JPN$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.003141194 0.001189374  0.00169119  0.004646128
#> Sigma[3,2] -0.086097840 0.037706708 -0.14397833 -0.041185513
#> Sigma[3,3]  0.111839464 0.039888860  0.06235214  0.170426062
#> 
#> $JPN$Sigma$equation4
#>                   mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.00120900 0.0006956736  0.0002943777  0.002152991
#> Sigma[4,2] -0.03186482 0.0174047463 -0.0584106833 -0.010199050
#> Sigma[4,3]  0.06173845 0.0183194823  0.0381096951  0.086465871
#> Sigma[4,4]  0.04414093 0.0091828903  0.0297970703  0.055167321
#> 
#> 
#> $JPN$A
#> $JPN$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.98542173 0.009909131  0.974278706   0.99786306
#> lag1_var2  0.01752559 0.038996516 -0.040599671   0.06074771
#> lag1_var3  0.02506901 0.062712817 -0.067322791   0.09287615
#> lag1_var4 -0.02417373 0.061639827 -0.090671283   0.06759155
#> const      0.36854084 0.192039533  0.072471200   0.59199175
#> exo1      -0.01893913 0.019303620 -0.046013486   0.00363922
#> exo2      -0.05814961 0.019268029 -0.083500973  -0.03343899
#> exo3       0.02334269 0.020929208 -0.001734848   0.05624763
#> 
#> $JPN$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.300539560 0.1723536 -0.52996265  -0.08809181
#> lag1_var2  1.054351793 0.6067148  0.33149945   1.84099144
#> lag1_var3  0.123700846 0.9629197 -0.99311178   1.41304947
#> lag1_var4 -0.004578103 0.9275556 -1.26139374   1.04803530
#> const      1.534865635 2.8942516 -2.60449504   5.81555217
#> exo1       0.356825028 0.2938377 -0.04697062   0.73801975
#> exo2       0.451244434 0.3860373 -0.18037410   0.85909662
#> exo3      -0.166612197 0.4289231 -0.95137796   0.22783938
#> 
#> $JPN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.44160774 0.1995245   0.1571332   0.65943517
#> lag1_var2 -0.36267974 0.7898266  -1.5097143   0.64060935
#> lag1_var3  0.88378396 1.2667220  -0.9618218   2.45175908
#> lag1_var4 -0.08359663 1.2289294  -1.5867711   1.72630482
#> const      0.49587109 3.4465160  -3.5321346   6.11866292
#> exo1      -0.52330839 0.3289930  -0.9281123  -0.03437282
#> exo2      -0.81626492 0.4984243  -1.2293830   0.10529026
#> exo3       0.10378845 0.4935402  -0.4071581   0.96406800
#> 
#> $JPN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.28213643 0.1270375  0.08316819   0.42097046
#> lag1_var2 -0.01995286 0.6229063 -0.93935339   0.77897613
#> lag1_var3  0.47877438 0.9924842 -0.98556872   1.75840725
#> lag1_var4  0.40943700 0.9697459 -0.83897565   1.84788631
#> const     -0.17211312 2.3091622 -3.07341288   3.35077543
#> exo1      -0.31623095 0.1647979 -0.48934600  -0.04697489
#> exo2      -0.56196805 0.3183555 -0.84295337   0.02182148
#> exo3       0.00222010 0.2606008 -0.29007363   0.40010426
#> 
#> 
#> 
#> $KAZ
#> $KAZ$Sigma
#> $KAZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001327355 0.0002260651 0.001006404  0.001633897
#> 
#> $KAZ$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02617792 0.006082956 -0.03510463  -0.01884655
#> Sigma[2,2]  1.33762877 0.373894845  0.90678577   1.90780775
#> 
#> $KAZ$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01815478 0.004275889  0.01284305   0.02385923
#> Sigma[3,2] -0.90715723 0.245557537 -1.27090959  -0.62383511
#> Sigma[3,3]  0.66799674 0.166711051  0.47791849   0.90337611
#> 
#> $KAZ$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0006672122 0.0009576198 -0.001936216 0.0006087179
#> Sigma[4,2]  0.0487317197 0.0417641683  0.005520467 0.1201851292
#> Sigma[4,3]  0.0230857432 0.0299805684 -0.025443379 0.0492623823
#> Sigma[4,4]  0.0616254042 0.0124431351  0.043866564 0.0763468279
#> 
#> 
#> $KAZ$A
#> $KAZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.06344588 0.01477806  1.03957938   1.08099138
#> lag1_var2  0.07000888 0.08269231 -0.05103416   0.17420501
#> lag1_var3  0.07853171 0.11696489 -0.09182638   0.22522341
#> lag1_var4 -0.10832111 0.11809439 -0.26024677   0.06484418
#> const      0.41758408 0.38619936 -0.08003267   1.01245527
#> exo1      -0.02193351 0.02950428 -0.05875647   0.01987349
#> exo2      -0.08939442 0.03987951 -0.14985716  -0.04199115
#> exo3      -0.04635164 0.05526196 -0.12551064   0.02197941
#> 
#> $KAZ$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.657155866  0.4406581  -2.3664080    -1.124084
#> lag1_var2  1.186022005  2.4391403  -1.2132628     5.381976
#> lag1_var3  0.657715111  3.4428210  -2.7025392     6.577271
#> lag1_var4 -0.110251081  3.4691624  -6.0943614     3.251167
#> const      5.696027886 12.5302939 -10.1217715    22.671954
#> exo1       0.008372748  1.0021868  -1.4566592     1.284017
#> exo2       0.845083437  1.7120759  -0.6867716     3.756629
#> exo3       1.189573802  1.3551545  -0.8915627     2.724116
#> 
#> $KAZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8716206 0.3483422   0.4510435     1.396055
#> lag1_var2  0.4052349 1.8301544  -2.7189032     2.378273
#> lag1_var3  1.3582675 2.5815366  -3.0407475     4.126619
#> lag1_var4 -0.6826786 2.5852311  -3.3859072     3.757810
#> const     -0.5897872 8.1564604 -11.9046126    10.118709
#> exo1       0.6248453 0.6951514  -0.2706425     1.649784
#> exo2      -1.2056641 1.1962990  -3.2516275    -0.128342
#> exo3      -0.3459799 1.1344074  -1.7408974     1.201545
#> 
#> $KAZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3217884 0.1062929 -0.43172880   -0.1536140
#> lag1_var2  0.9084254 0.3846545  0.44254305    1.5186900
#> lag1_var3  1.3529188 0.5538989  0.64267765    2.2132737
#> lag1_var4 -0.2585414 0.5518811 -1.13177851    0.4242445
#> const      1.7641093 2.4301033 -2.07125659    4.2392185
#> exo1       0.6772537 0.2644026  0.33741972    1.1007918
#> exo2      -0.6345893 0.2152617 -0.88166642   -0.3627431
#> exo3       0.5225846 0.3374455  0.09585426    1.0334466
#> 
#> 
#> 
#> $KEN
#> $KEN$Sigma
#> $KEN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004053453 9.425609e-05 0.0002808893 0.0005364431
#> 
#> $KEN$Sigma$equation2
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[2,1] -0.000681353 0.0007051679 -0.00178439 0.0001071191
#> Sigma[2,2]  0.049409921 0.0102834597  0.03609483 0.0649862669
#> 
#> $KEN$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001041532 0.0009994202 -0.0002410145   0.00252076
#> Sigma[3,2] -0.050973455 0.0104832723 -0.0657210921  -0.03528936
#> Sigma[3,3]  0.062998181 0.0137679068  0.0453068239   0.08320323
#> 
#> $KEN$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0005562788 0.0005877829 -0.000319227  0.001242888
#> Sigma[4,2] -0.0150981358 0.0046526698 -0.020209737 -0.007926065
#> Sigma[4,3]  0.0261407167 0.0073403233  0.017102307  0.036531672
#> Sigma[4,4]  0.0153834704 0.0046770768  0.010712633  0.022526335
#> 
#> 
#> $KEN$A
#> $KEN$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.01936176 0.01696701  1.001214891  1.047141514
#> lag1_var2 -0.05902404 0.06286004 -0.116645079  0.040377930
#> lag1_var3 -0.08104867 0.08886234 -0.163484393  0.061285605
#> lag1_var4  0.07447918 0.09456825 -0.078577949  0.162217346
#> const      0.04121559 0.18021345 -0.142804632  0.332911484
#> exo1      -0.02724621 0.02050112 -0.056441058 -0.001897148
#> exo2      -0.04727957 0.01856251 -0.068699095 -0.019815255
#> exo3       0.02622555 0.02133413 -0.002699243  0.056924004
#> 
#> $KEN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.13058462 0.1973111  -0.1560697   0.35026912
#> lag1_var2 -0.48772002 0.2496020  -0.8409761  -0.16598969
#> lag1_var3 -1.99930317 0.3859552  -2.5645464  -1.48080024
#> lag1_var4  2.01276456 0.4304340   1.4155460   2.62663151
#> const     -4.02414488 1.9427852  -6.7830622  -1.38888023
#> exo1      -0.07335180 0.1385994  -0.3118710   0.06950183
#> exo2       0.40623147 0.2068532   0.1800757   0.66018830
#> exo3       0.05630347 0.2585925  -0.1745680   0.45336653
#> 
#> $KEN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.26444567 0.2896555 -0.12997181    0.6164210
#> lag1_var2  1.08856323 0.3661026  0.48396782    1.4874766
#> lag1_var3  2.59147965 0.5643439  1.63674461    3.1752465
#> lag1_var4 -1.74682629 0.6453005 -2.38629838   -0.6285483
#> const      5.06026049 2.4449344  1.22045300    7.6545244
#> exo1       0.07036974 0.1870191 -0.16862855    0.3280075
#> exo2      -0.94423102 0.2806092 -1.33224944   -0.6042328
#> exo3       0.38335649 0.2556149 -0.01112295    0.6766711
#> 
#> $KEN$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.36856762 0.17768788   0.1325739    0.6102208
#> lag1_var2  0.44950075 0.22966674   0.0610239    0.6644725
#> lag1_var3  0.74243363 0.34786856   0.1419936    1.0704576
#> lag1_var4  0.12906307 0.40029433  -0.2312609    0.8309030
#> const      0.66329017 1.33788234  -1.4594544    1.4677816
#> exo1       0.01570387 0.12404693  -0.1371446    0.1739111
#> exo2      -0.68200835 0.14856683  -0.8943825   -0.4783067
#> exo3       0.44358208 0.09584544   0.2995584    0.5701945
#> 
#> 
#> 
#> $KGZ
#> $KGZ$Sigma
#> $KGZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002559347 0.0004695917 0.002039087  0.003213292
#> 
#> $KGZ$Sigma$equation2
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.001076568 0.001335988 -0.0004699021  0.003013625
#> Sigma[2,2] 0.016811470 0.004630388  0.0104134181  0.022165970
#> 
#> $KGZ$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01895802 0.006121062 -0.02765658 -0.011535746
#> Sigma[3,2] -0.01528739 0.015125869 -0.04021900 -0.002412478
#> Sigma[3,3]  0.54991019 0.145943152  0.39417328  0.791548150
#> 
#> $KGZ$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.018548289 0.005954156 -0.02682356 -0.012004216
#> Sigma[4,2] -0.004424281 0.015871652 -0.03122827  0.009609328
#> Sigma[4,3]  0.553894181 0.143201372  0.40310441  0.795075332
#> Sigma[4,4]  0.565380437 0.141341203  0.41725032  0.806423864
#> 
#> 
#> $KGZ$A
#> $KGZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92056039 0.02081805  0.89662140   0.95337302
#> lag1_var2  0.10149427 0.10370991 -0.01256229   0.26462411
#> lag1_var3 -0.01447387 0.15310986 -0.18669284   0.22052950
#> lag1_var4  0.02788853 0.15063527 -0.20291953   0.19791553
#> const      0.57781151 0.29166908  0.09595055   0.90417744
#> exo1       0.01542296 0.03493856 -0.03593146   0.06006327
#> exo2      -0.18383217 0.07031573 -0.28689186  -0.11886236
#> exo3      -0.08060631 0.02619883 -0.12011443  -0.04659109
#> 
#> $KGZ$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.10067170 0.07905258  0.013248977   0.22034255
#> lag1_var2  0.56132495 0.37764255 -0.009672361   1.02764377
#> lag1_var3 -0.47871887 0.52281481 -1.283155594   0.16909946
#> lag1_var4  0.44437498 0.51148266 -0.191159435   1.23070586
#> const      0.54434618 0.96082721 -0.829744968   1.58709149
#> exo1      -0.03000868 0.08378488 -0.165680442   0.07906925
#> exo2       0.29874445 0.16893401  0.029044364   0.47820448
#> exo3      -0.48686148 0.13890381 -0.625255460  -0.25990528
#> 
#> $KGZ$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01560615 0.4280433  -0.4874658    0.6570394
#> lag1_var2  1.95340936 2.0202371  -1.0776266    4.0286121
#> lag1_var3  5.06352518 2.9549911   0.6298813    8.1401428
#> lag1_var4 -4.14086211 2.9221988  -7.2434371    0.2383955
#> const      6.85743242 6.6972691  -2.6745384   15.8739086
#> exo1       0.01833772 0.5852362  -1.0240927    0.5246114
#> exo2       0.76115841 0.7144785  -0.4412828    1.5246501
#> exo3       1.46001293 0.9132386   0.0854280    2.5146857
#> 
#> $KGZ$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.110398028 0.4479174  -0.3942410    0.7946923
#> lag1_var2  2.035668147 2.0588758  -1.1466343    4.2168578
#> lag1_var3  4.310271774 3.0073042  -0.2671713    7.5004078
#> lag1_var4 -3.395897736 2.9761288  -6.5826374    1.1104580
#> const      5.613905742 7.1440191  -4.5876166   15.4764226
#> exo1       0.003939427 0.6314325  -1.0997566    0.6029322
#> exo2       0.963322769 0.7541651  -0.2568379    1.8409665
#> exo3       1.154117093 0.8801782  -0.1813224    2.1907837
#> 
#> 
#> 
#> $KHM
#> $KHM$Sigma
#> $KHM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.009620573 0.002217397 0.006280312   0.01191386
#> 
#> $KHM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002943786 0.002850021 -0.006151705  0.001664363
#> Sigma[2,2]  0.031643670 0.008111403  0.022160138  0.043331337
#> 
#> $KHM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.05096942 0.01663191 -0.07388397  -0.02695353
#> Sigma[3,2] -0.01722010 0.02168389 -0.04855115   0.01273888
#> Sigma[3,3]  0.66080837 0.18299089  0.45379691   0.93744610
#> 
#> $KHM$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.053868451 0.01689965 -0.07620145  -0.02939134
#> Sigma[4,2]  0.006683459 0.02274070 -0.02443655   0.03935901
#> Sigma[4,3]  0.652926377 0.18799789  0.44661466   0.93658538
#> Sigma[4,4]  0.663403602 0.19463074  0.45771132   0.97115617
#> 
#> 
#> $KHM$A
#> $KHM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.025234000 0.03704925  0.97275143   1.07672546
#> lag1_var2 -0.007520186 0.31555466 -0.49298952   0.33886512
#> lag1_var3 -0.106334646 0.43794392 -0.78030712   0.36686874
#> lag1_var4  0.100986312 0.43979780 -0.37540219   0.77978154
#> const     -0.176003111 1.08200107 -1.72442855   1.13963328
#> exo1      -0.030308754 0.07480608 -0.09129646   0.09162725
#> exo2      -0.063777923 0.11601176 -0.21659700   0.08073198
#> exo3      -0.028545339 0.09594697 -0.17950454   0.07373934
#> 
#> $KHM$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.15580874 0.08464501 -0.27558149  -0.05182136
#> lag1_var2  1.05556832 0.74577318 -0.08939955   1.93248180
#> lag1_var3  0.64225487 1.11823860 -0.99756074   2.06466120
#> lag1_var4 -0.63782758 1.11994101 -2.06277579   1.00283066
#> const      3.52187418 2.30954837  0.69020640   6.56896865
#> exo1      -0.09635132 0.22795862 -0.39835135   0.22629877
#> exo2      -0.03586430 0.22603156 -0.29571558   0.28943132
#> exo3       0.15199310 0.13333896 -0.03939904   0.30091206
#> 
#> $KHM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.07854569  0.3219676  -0.3270895    0.5995913
#> lag1_var2 -0.20363939  2.5715487  -3.8381121    2.7655275
#> lag1_var3  1.93203384  3.9094585  -3.2269774    6.5913292
#> lag1_var4 -0.94563206  3.9401850  -5.6036759    4.2837434
#> const     -0.16871327 11.5038994 -18.9055070   14.7224382
#> exo1      -0.02691645  0.6108950  -1.0249686    0.5838596
#> exo2      -1.22077860  0.9077636  -2.2696002    0.1468909
#> exo3       0.34455097  0.5996746  -0.4112693    1.2161563
#> 
#> $KHM$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.01663274  0.3014311  -0.4102334   0.46565943
#> lag1_var2  0.36531025  2.3777916  -2.8417667   3.33583396
#> lag1_var3  2.11337435  3.6602588  -2.7258081   6.83252743
#> lag1_var4 -1.11611139  3.6931506  -5.8718362   3.79704254
#> const      1.40948998 11.1295482 -16.2928445  16.25438284
#> exo1      -0.09868015  0.6887981  -1.1579093   0.68491711
#> exo2      -1.28671024  0.9590740  -2.4771321   0.01293493
#> exo3       0.43814796  0.6169688  -0.2520542   1.37799538
#> 
#> 
#> 
#> $KOR
#> $KOR$Sigma
#> $KOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005528651 0.0001726764 0.0003744098 0.0008108932
#> 
#> $KOR$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0142665 0.004639467 -0.01929643 -0.007726271
#> Sigma[2,2]  0.6763105 0.160031749  0.47431029  0.928108591
#> 
#> $KOR$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0156915 0.005764122  0.007183176   0.02277368
#> Sigma[3,2] -0.7114583 0.182761985 -0.980320322  -0.47875690
#> Sigma[3,3]  0.8554496 0.216134706  0.549276545   1.13118479
#> 
#> $KOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007234988 0.003235595  0.002547947   0.01155162
#> Sigma[4,2] -0.309595501 0.094526404 -0.429143811  -0.18051639
#> Sigma[4,3]  0.435704195 0.116687374  0.257322610   0.56063128
#> Sigma[4,4]  0.254906671 0.066408462  0.152076126   0.32642357
#> 
#> 
#> $KOR$A
#> $KOR$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.964337896 0.01864350  0.938266222   0.99263582
#> lag1_var2  0.102562016 0.02600301  0.056768610   0.12697447
#> lag1_var3  0.153176932 0.04263037  0.077864785   0.19057503
#> lag1_var4 -0.148143846 0.04544624 -0.185571306  -0.06786969
#> const      0.692554367 0.14157191  0.486805760   0.89908186
#> exo1      -0.003797051 0.02150310 -0.036054464   0.02259507
#> exo2      -0.037461433 0.01780833 -0.057954679  -0.01129746
#> exo3       0.013139856 0.01726233 -0.004053705   0.04220059
#> 
#> $KOR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.56733356 0.5792927  -1.2416687    0.2120412
#> lag1_var2  0.72485321 1.4641911  -1.3524471    2.9319519
#> lag1_var3  0.13719875 2.2154928  -2.9664125    3.4008259
#> lag1_var4  0.06891841 2.1694258  -3.1012282    3.0826926
#> const      4.09326829 4.7302645  -1.4853674   10.3961902
#> exo1      -0.23981632 0.7671885  -1.1748678    0.8350766
#> exo2       0.07609967 0.5754684  -0.7644323    0.7925007
#> exo3       0.04290680 0.7317274  -1.1178793    0.7198928
#> 
#> $KOR$A$equation3
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7419692403 0.7592263  -0.3237639    1.6363346
#> lag1_var2  0.0610438687 1.8318830  -2.3606180    2.5870852
#> lag1_var3  0.6951839906 2.7561714  -2.8904442    4.4088919
#> lag1_var4  0.0006251338 2.6461804  -3.5712396    3.5186494
#> const     -2.3154046532 6.1594387 -10.8391324    5.6762349
#> exo1      -0.3939568584 0.7264395  -1.3302862    0.6098494
#> exo2      -0.7553213442 0.7458514  -1.7251596    0.2987164
#> exo3      -0.0761201972 0.9722435  -1.0577440    1.5628282
#> 
#> $KOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.40965849 0.4464254  -0.2059870   0.91154425
#> lag1_var2  0.27759482 1.0596344  -1.0123838   1.89153031
#> lag1_var3  0.40262287 1.6081497  -1.4546790   2.85388805
#> lag1_var4  0.43593912 1.5328555  -1.8533615   2.35259904
#> const     -1.24291803 3.9218777  -6.1778680   3.65611382
#> exo1      -0.55499076 0.3208904  -0.9954558  -0.09366435
#> exo2      -0.73152872 0.4821739  -1.2905683   0.03778070
#> exo3      -0.05241199 0.6048899  -0.6521572   0.96197554
#> 
#> 
#> 
#> $KWT
#> $KWT$Sigma
#> $KWT$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007589482 0.003209079 0.004833617   0.01285645
#> 
#> $KWT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0000262703 0.002414915 -0.003908048  0.002789289
#> Sigma[2,2] 0.0623127834 0.022550288  0.042049937  0.097930036
#> 
#> $KWT$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.005942189 0.004398842 -0.01087632  0.001406225
#> Sigma[3,2] -0.040729678 0.030240613 -0.09127498 -0.012160419
#> Sigma[3,3]  0.242120594 0.064219576  0.17164234  0.329385399
#> 
#> $KWT$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.005484083 0.005193384 -0.01161412  0.002007731
#> Sigma[4,2]  0.001713547 0.018674855 -0.02653855  0.020220224
#> Sigma[4,3]  0.217810092 0.055694893  0.16176854  0.300155635
#> Sigma[4,4]  0.222617068 0.052102367  0.17431108  0.303213206
#> 
#> 
#> $KWT$A
#> $KWT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.83785389 0.04766573   0.7753372  0.906663296
#> lag1_var2  0.68562907 0.28226310   0.4318342  1.161704990
#> lag1_var3  0.91506907 0.40075313   0.5525163  1.554999106
#> lag1_var4 -0.90810324 0.39332909  -1.5443254 -0.568315526
#> const      3.56771524 0.60785217   2.5617817  4.195380725
#> exo1       0.01423522 0.06328054  -0.0659215  0.089234542
#> exo2      -0.03969429 0.06241775  -0.1298914  0.032324902
#> exo3      -0.08368557 0.07766957  -0.2158423 -0.003831912
#> 
#> $KWT$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.051240158 0.1005879 -0.06142401    0.2030329
#> lag1_var2  0.214754568 0.4583350 -0.36271748    0.7854873
#> lag1_var3 -0.757873204 0.6718076 -1.61863195    0.1273810
#> lag1_var4  0.780652879 0.6569039 -0.06192605    1.6371525
#> const     -2.454885939 1.5499540 -4.78505920   -0.3839897
#> exo1       0.250179741 0.1625683 -0.02275188    0.4019483
#> exo2       1.130198876 0.2829927  0.72749951    1.4728704
#> exo3      -0.004613131 0.2696019 -0.39674433    0.3211691
#> 
#> $KWT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9512670 0.3331131  0.41350575    1.3329217
#> lag1_var2 -1.0959232 1.2688337 -2.59392365    0.6263245
#> lag1_var3 -1.7048889 1.8124894 -3.94484282    0.7860583
#> lag1_var4  2.3702470 1.7530011 -0.00372988    4.5347756
#> const     -1.8039248 4.4418932 -8.10678945    3.7712383
#> exo1      -0.7063769 0.4011592 -1.32226414   -0.2298512
#> exo2      -4.0410638 0.3992776 -4.61899025   -3.5741111
#> exo3      -0.2415237 0.4667724 -0.79702792    0.5083312
#> 
#> $KWT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0014204 0.3130976   0.5137189   1.35535327
#> lag1_var2 -1.1546467 1.3078203  -2.4919770   0.53315453
#> lag1_var3 -2.5284610 1.8726066  -4.6020060  -0.11288068
#> lag1_var4  3.2194956 1.8148492   0.8997415   5.17901696
#> const     -4.5403652 4.6547494 -11.9615508   1.07153778
#> exo1      -0.5539527 0.3731085  -1.0925853  -0.09130984
#> exo2      -3.3299196 0.5363067  -4.1993986  -2.66382936
#> exo3      -0.2297197 0.4852606  -0.7139775   0.49026532
#> 
#> 
#> 
#> $LAO
#> $LAO$Sigma
#> $LAO$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002402156 3.631501e-05 0.0001961596 0.0002909151
#> 
#> $LAO$Sigma$equation2
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001527528 0.0008191569 0.0003576703  0.002607207
#> Sigma[2,2] 0.076157869 0.0196605663 0.0461878755  0.099131053
#> 
#> $LAO$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002548382 0.001085874 -0.004116353 -0.001132213
#> Sigma[3,2] -0.065837350 0.018217414 -0.083738143 -0.034485531
#> Sigma[3,3]  0.082299714 0.022287896  0.047332750  0.111404068
#> 
#> $LAO$Sigma$equation4
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001677749 0.0006643639 -0.002700194 -0.0009498508
#> Sigma[4,2] -0.019962172 0.0108506119 -0.034545246 -0.0063729163
#> Sigma[4,3]  0.043772392 0.0136368970  0.026977164  0.0627724877
#> Sigma[4,4]  0.032980051 0.0090012608  0.020324317  0.0455991452
#> 
#> 
#> $LAO$A
#> $LAO$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.991963672 0.006166405  0.982136798  0.998969176
#> lag1_var2  0.006188086 0.034069362 -0.029830619  0.063102323
#> lag1_var3  0.018515903 0.055437684 -0.041057851  0.111782330
#> lag1_var4 -0.019584045 0.055308084 -0.112799904  0.039632534
#> const      0.322851908 0.192692895  0.097183912  0.607077327
#> exo1       0.001429341 0.006830219 -0.007995977  0.009927097
#> exo2      -0.052511953 0.014675489 -0.068747698 -0.027595021
#> exo3      -0.042354976 0.012492723 -0.060754630 -0.025541551
#> 
#> $LAO$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08706908 0.1850361  -0.1081505   0.37502945
#> lag1_var2  0.23537108 0.8957525  -1.1190522   1.28884040
#> lag1_var3 -1.13904305 1.4439814  -3.3035745   0.60633056
#> lag1_var4  1.13489670 1.4472346  -0.6133047   3.30638964
#> const     -1.66590373 4.5434169  -8.6261485   3.02557562
#> exo1      -0.11066542 0.1449076  -0.3184602   0.07323737
#> exo2      -0.02120299 0.1671618  -0.2155831   0.23858793
#> exo3      -0.25962905 0.2721056  -0.6346209   0.09946698
#> 
#> $LAO$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.12653728 0.1873040  -0.4261045   0.07156448
#> lag1_var2  1.00384810 1.0514142  -0.1941253   2.76954929
#> lag1_var3  2.49031929 1.7173354   0.4902224   5.36511530
#> lag1_var4 -1.52866207 1.7174764  -4.4014462   0.45582398
#> const      4.99310889 4.8523042  -0.4981948  12.13649460
#> exo1       0.05240785 0.2048156  -0.1253558   0.41086938
#> exo2      -0.66525953 0.2262962  -0.9595900  -0.32997078
#> exo3       0.01248648 0.1987300  -0.1784909   0.31941514
#> 
#> $LAO$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.05497126 0.09517322  -0.1839466   0.08796933
#> lag1_var2  0.88600034 0.60693143   0.2022022   1.86333111
#> lag1_var3  1.36344517 1.00320239   0.2304627   2.98152695
#> lag1_var4 -0.38695272 1.00172398  -1.9979184   0.73234096
#> const      2.48336416 2.73311327  -1.5497123   6.15400926
#> exo1      -0.01474365 0.16755262  -0.1699613   0.25364130
#> exo2      -0.69977916 0.16392033  -0.8663980  -0.43393506
#> exo3      -0.13761943 0.10933926  -0.2717225   0.01954505
#> 
#> 
#> 
#> $LBN
#> $LBN$Sigma
#> $LBN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001162698 0.0002480604 0.0008304025  0.001501335
#> 
#> $LBN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006008488 0.002867246 -0.01054890  -0.00250131
#> Sigma[2,2]  0.125143172 0.032165001  0.09165392   0.17837777
#> 
#> $LBN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001766448 0.002501175 -0.001092473  0.005204982
#> Sigma[3,2] -0.079223744 0.026590907 -0.118921878 -0.048182861
#> Sigma[3,3]  0.112618270 0.024003901  0.081499321  0.141114600
#> 
#> $LBN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001023187 0.001699467 -0.003266658  0.001150911
#> Sigma[4,2] -0.025710921 0.020351787 -0.053070451  0.003247131
#> Sigma[4,3]  0.086080461 0.016364142  0.065235269  0.105500601
#> Sigma[4,4]  0.083471740 0.015785850  0.068423679  0.106299041
#> 
#> 
#> $LBN$A
#> $LBN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92962708 0.01728306  0.90508425  0.950113050
#> lag1_var2  0.08323544 0.05071214  0.01004622  0.138863393
#> lag1_var3  0.23324806 0.11486199  0.06151885  0.355927889
#> lag1_var4 -0.20768220 0.10166871 -0.31855607 -0.055905896
#> const      0.77628883 0.37669660  0.28305484  1.295116266
#> exo1       0.05068144 0.01373121  0.03278495  0.069448797
#> exo2      -0.25446521 0.04021042 -0.30026808 -0.191615562
#> exo3      -0.04996499 0.03217390 -0.09181796 -0.008522774
#> 
#> $LBN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1110347 0.2956784  -0.3688068   0.35896912
#> lag1_var2  0.2175660 0.4623547  -0.4644548   0.75156323
#> lag1_var3 -1.2839835 1.1084663  -2.9212525  -0.01368657
#> lag1_var4  1.3986316 0.9813170   0.2191129   2.83535235
#> const     -0.6022666 2.8568768  -4.6178172   3.34404988
#> exo1      -0.8061703 0.3162371  -1.3202067  -0.51346761
#> exo2       1.2547864 0.4022181   0.6846496   1.79742379
#> exo3       0.3515325 0.4298406  -0.2781977   0.95332698
#> 
#> $LBN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2995055 0.2935632  -0.1445994    0.6026620
#> lag1_var2 -0.3133919 0.3538777  -0.6398912    0.3141201
#> lag1_var3  0.2089024 0.8696136  -0.6148473    1.7716740
#> lag1_var4  0.6707645 0.7550986  -0.6680399    1.4507594
#> const     -2.1062179 3.2603383  -6.6102960    2.2147041
#> exo1       0.6034581 0.1538946   0.3762006    0.7542701
#> exo2      -4.7237784 0.3452709  -5.0628395   -4.1913692
#> exo3       0.9192530 0.3506821   0.3136693    1.2903600
#> 
#> $LBN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2581239 0.2029372 -0.04910413   0.47120997
#> lag1_var2 -0.5312511 0.2481684 -0.76811867  -0.12035828
#> lag1_var3 -1.0618810 0.5989223 -1.61999884  -0.06401511
#> lag1_var4  2.0350741 0.5276095  1.16960116   2.52170017
#> const     -4.4158808 2.6930239 -8.44768652  -1.56320595
#> exo1       0.2801276 0.1114395  0.10131003   0.39348940
#> exo2      -4.6951079 0.3425814 -5.03534181  -4.15852373
#> exo3       1.2162830 0.2485305  0.82670220   1.51020755
#> 
#> 
#> 
#> $LBR
#> $LBR$Sigma
#> $LBR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006099213 0.001647173 0.004028148  0.008493256
#> 
#> $LBR$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005153454 0.002554106 -0.008170793 -0.001151349
#> Sigma[2,2]  0.031147935 0.007499568  0.020839401  0.042662172
#> 
#> $LBR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005528272 0.002599433  0.002091385  0.008600828
#> Sigma[3,2] -0.032833012 0.008170253 -0.044586758 -0.021323620
#> Sigma[3,3]  0.044700717 0.010439604  0.031421162  0.060684767
#> 
#> $LBR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001588749 0.001014912  7.371286e-05  0.003041065
#> Sigma[4,2] -0.009352343 0.003181952 -1.436598e-02 -0.005454974
#> Sigma[4,3]  0.020309811 0.005523539  1.378003e-02  0.028570656
#> Sigma[4,4]  0.013706738 0.003651511  9.224813e-03  0.018962421
#> 
#> 
#> $LBR$A
#> $LBR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96670322 0.04679808  0.90355299   1.03502853
#> lag1_var2  0.02677055 0.26309292 -0.35397536   0.37401471
#> lag1_var3  0.04981936 0.34886212 -0.44812532   0.51842329
#> lag1_var4 -0.04620092 0.35737338 -0.52322135   0.46450136
#> const      0.49424819 1.07174479 -1.06394125   1.61154199
#> exo1       0.01191049 0.05105158 -0.05001543   0.09488139
#> exo2      -0.02609482 0.08991953 -0.10137210   0.13563361
#> exo3       0.04228979 0.07319443 -0.03964190   0.16122802
#> 
#> $LBR$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.209172894 0.1118739  0.07990592    0.3763567
#> lag1_var2  0.157366452 0.5934453 -0.89071065    0.7795988
#> lag1_var3 -0.740427156 0.7834478 -2.06722549    0.1997122
#> lag1_var4  0.701705323 0.8069019 -0.23374119    2.0803612
#> const     -0.845446117 2.5308025 -5.23795577    1.1717208
#> exo1       0.003976957 0.1105584 -0.12989578    0.1851633
#> exo2       1.082766821 0.1683540  0.80104589    1.2503309
#> exo3       0.034059329 0.2249501 -0.26687699    0.3719569
#> 
#> $LBR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.13260945 0.1258447 -0.34125401  -0.01961731
#> lag1_var2  0.92841621 0.8506008  0.08553316   2.26512490
#> lag1_var3  1.89306842 1.1011352  0.68293969   3.62031116
#> lag1_var4 -0.91472251 1.1189562 -2.69579405   0.30335156
#> const      3.91722850 3.3056780  1.23629320   9.35214049
#> exo1       0.02120661 0.1551223 -0.25515416   0.16915624
#> exo2      -1.54112589 0.2020769 -1.77454543  -1.23494945
#> exo3       0.20545916 0.1699494 -0.02981973   0.44433205
#> 
#> $LBR$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.03136710 0.06881756 -0.06010121   0.12049862
#> lag1_var2  0.75130929 0.49157862  0.19701018   1.56581356
#> lag1_var3  0.93436735 0.63446798  0.23519537   1.97561732
#> lag1_var4  0.03280985 0.64183961 -1.01717094   0.73877722
#> const      1.76465769 1.58078532  0.22943474   4.28035645
#> exo1       0.02297574 0.07595545 -0.10721858   0.09866085
#> exo2      -0.74129263 0.09865562 -0.86838866  -0.60092529
#> exo3       0.23969912 0.08114944  0.12924747   0.33925816
#> 
#> 
#> 
#> $LBY
#> $LBY$Sigma
#> $LBY$Sigma$equation1
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.02795628 0.00733145  0.02027357   0.04035067
#> 
#> $LBY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01647553 0.007740128 -0.02997545  -0.00965008
#> Sigma[2,2]  0.03525119 0.009384883  0.02825423   0.05119705
#> 
#> $LBY$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00956944 0.009237293  0.001142795   0.02408131
#> Sigma[3,2] -0.02870019 0.011021874 -0.047468815  -0.01889009
#> Sigma[3,3]  0.04754772 0.015238058  0.031090122   0.07059664
#> 
#> $LBY$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001756705 0.007630244 -0.005306761  0.014129765
#> Sigma[4,2] -0.014267592 0.008829391 -0.027933326 -0.005191459
#> Sigma[4,3]  0.041199751 0.012713997  0.027279443  0.061190475
#> Sigma[4,4]  0.042181316 0.010944182  0.030032315  0.059994773
#> 
#> 
#> $LBY$A
#> $LBY$A$equation1
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.57502914 0.1375824  0.37172178   0.75824477
#> lag1_var2  0.29998201 0.1671533  0.03304522   0.49662506
#> lag1_var3  0.75717122 0.3962095  0.16199149   1.27138472
#> lag1_var4 -0.54975939 0.3273970 -0.97143123  -0.06160461
#> const      1.86578217 1.0350475  0.56218609   3.39712422
#> exo1      -0.01189337 0.1171660 -0.15384887   0.17629124
#> exo2      -0.47804992 0.1470663 -0.66613054  -0.26671881
#> exo3       0.20141442 0.1679557 -0.07476205   0.36546345
#> 
#> $LBY$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.24883695 0.15443323  0.04039386    0.4523865
#> lag1_var2  0.84976872 0.15526851  0.64970446    1.0563546
#> lag1_var3  0.42822366 0.44037691 -0.22132751    0.8890963
#> lag1_var4 -0.45082999 0.36097997 -0.77003756    0.1153517
#> const      1.63021708 0.83996834  0.44719886    2.6427239
#> exo1       0.05112880 0.08756917 -0.04847818    0.1863745
#> exo2       0.59908653 0.22692174  0.29245229    0.8697222
#> exo3       0.09407733 0.18526613 -0.19430136    0.2722646
#> 
#> $LBY$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03919139 0.1993611  -0.2916305    0.2026241
#> lag1_var2  0.33766265 0.2033207   0.0830695    0.6341541
#> lag1_var3  1.06680143 0.4508295   0.4121350    1.6797672
#> lag1_var4 -0.20087811 0.3845737  -0.7715623    0.2992105
#> const      1.53208974 1.6661203  -0.6266420    4.0748784
#> exo1       0.03078230 0.1710534  -0.2240278    0.2229527
#> exo2      -1.60292913 0.2445918  -1.9196435   -1.2464622
#> exo3      -0.05517239 0.2613637  -0.3385149    0.3618933
#> 
#> $LBY$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06632506 0.1948391  -0.1833171    0.3324137
#> lag1_var2  0.49883508 0.2059574   0.2167275    0.7959520
#> lag1_var3  0.72969073 0.4365149   0.1284832    1.3198186
#> lag1_var4  0.16096229 0.3882795  -0.3800768    0.6723434
#> const      0.67075886 1.8079618  -1.7708591    3.2342499
#> exo1       0.07355009 0.1935024  -0.2277814    0.2774210
#> exo2      -1.62483555 0.2173228  -1.8721424   -1.2952556
#> exo3      -0.01704762 0.2531490  -0.3104054    0.3450028
#> 
#> 
#> 
#> $LCA
#> $LCA$Sigma
#> $LCA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001173292 0.0004373468 0.0007195465  0.001875985
#> 
#> $LCA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03127728 0.01103087 -0.04679898  -0.01752321
#> Sigma[2,2]  4.79114685 1.45069422  2.97146281   6.96527802
#> 
#> $LCA$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02485637 0.007990608  0.01483147    0.0343649
#> Sigma[3,2] -2.95912117 0.893771414 -4.33107083   -1.7912074
#> Sigma[3,3]  2.01677392 0.560244520  1.24006787    2.8571198
#> 
#> $LCA$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.00445143 0.004954799 -0.001023236   0.01247605
#> Sigma[4,2] 0.28735196 0.192198083  0.031287697   0.58254371
#> Sigma[4,3] 0.05215652 0.104876265 -0.086168887   0.20095669
#> Sigma[4,4] 0.29878615 0.070687417  0.221954337   0.40542865
#> 
#> 
#> $LCA$A
#> $LCA$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.92149588 0.04497105  0.856745297  0.975113730
#> lag1_var2  0.05282468 0.03728098  0.001343463  0.104683133
#> lag1_var3  0.07277875 0.05609485 -0.003956187  0.150509521
#> lag1_var4 -0.05662392 0.04364038 -0.116489760  0.004912245
#> const      0.53185117 0.16452322  0.369778869  0.800945283
#> exo1       0.03793880 0.03208169 -0.007500260  0.075722302
#> exo2      -0.27578038 0.03150885 -0.311047485 -0.230330788
#> exo3       0.04385113 0.02101060  0.010764615  0.069660249
#> 
#> $LCA$A$equation2
#>                mean       sd  5% quantile 95% quantile
#> lag1_var1  2.856108 2.364553   0.07357156     6.362698
#> lag1_var2 -1.059469 2.376487  -4.32459996     1.859308
#> lag1_var3 -2.680994 3.664098  -7.69676052     1.737173
#> lag1_var4  1.906256 2.885595  -1.70180171     5.775784
#> const     -4.340740 9.825864 -18.15559792     9.014838
#> exo1      -2.469485 3.016698  -7.06966054     1.534007
#> exo2       8.368975 1.932861   5.37258820    10.728216
#> exo3      -1.683799 2.570391  -5.50462855     1.294844
#> 
#> $LCA$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -1.4298679 1.393793  -3.0642511    0.4733045
#> lag1_var2  0.9662280 1.497490  -0.9094556    2.6052473
#> lag1_var3  2.0724237 2.300474  -0.7731677    4.6092353
#> lag1_var4 -0.7425032 1.843444  -2.7668811    1.6065516
#> const      4.1651174 6.036058  -3.6703652   10.9388054
#> exo1       1.6882569 2.101736  -0.6315234    5.0420486
#> exo2      -7.8077164 1.227682  -9.5500179   -6.1998223
#> exo3       2.0546536 1.549409   0.1228450    4.2495688
#> 
#> $LCA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.57787759 0.8433078  -0.7259547    1.4477297
#> lag1_var2 -0.32308499 0.6438408  -1.0359643    0.6435239
#> lag1_var3 -0.61930529 0.9753973  -1.7104118    0.8244510
#> lag1_var4  1.43232318 0.7418269   0.3406157    2.2848790
#> const     -1.24159675 3.6861401  -6.4371301    2.3597457
#> exo1       0.07634611 0.5225470  -0.6223395    0.8449441
#> exo2      -2.65640758 0.7629489  -3.7139161   -1.6565522
#> exo3       1.17241622 0.3107471   0.6618355    1.4822210
#> 
#> 
#> 
#> $LKA
#> $LKA$Sigma
#> $LKA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001018427 0.0001854521 0.0007394969  0.001235374
#> 
#> $LKA$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009999747 0.00229219 -0.01364198 -0.007465424
#> Sigma[2,2]  0.280398832 0.06894365  0.21120476  0.403943411
#> 
#> $LKA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007457557 0.004587553  0.001871543   0.01461332
#> Sigma[3,2] -0.229535691 0.105711973 -0.369047426  -0.07499103
#> Sigma[3,3]  0.959444741 0.182029975  0.756382135   1.27406325
#> 
#> $LKA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002408562 0.005019693 -0.002472501   0.01040238
#> Sigma[4,2] -0.086099184 0.097294883 -0.204644935   0.05190674
#> Sigma[4,3]  0.906177322 0.157354950  0.724595376   1.16804029
#> Sigma[4,4]  0.932523376 0.144389947  0.760225213   1.15542446
#> 
#> 
#> $LKA$A
#> $LKA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.958539576 0.01297265  0.94234894   0.97669350
#> lag1_var2  0.023883789 0.03223579 -0.01593309   0.07302800
#> lag1_var3  0.056190903 0.05936909 -0.01576940   0.14526829
#> lag1_var4 -0.043403577 0.05581002 -0.12764730   0.02689294
#> const      0.421803990 0.22341697  0.07140187   0.64796209
#> exo1       0.009651446 0.03432657 -0.03884857   0.04552439
#> exo2      -0.055455754 0.03689352 -0.09991214  -0.00149978
#> exo3       0.022964451 0.04058162 -0.02212540   0.07974633
#> 
#> $LKA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3765790 0.3046089  -0.1172857   0.73280988
#> lag1_var2 -0.1089818 0.7349792  -1.0997620   0.82917699
#> lag1_var3 -1.9231830 1.3635325  -3.6725515  -0.06519641
#> lag1_var4  1.7905343 1.2654958   0.1139207   3.46143378
#> const     -1.9658780 4.1698712  -7.4897226   4.17386749
#> exo1      -0.4782259 0.2783001  -0.8782196  -0.12091405
#> exo2       0.4015625 0.4202351  -0.1326732   1.04692461
#> exo3      -0.1574622 0.4759159  -0.7686195   0.51995208
#> 
#> $LKA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5131462 0.5963024  -1.1083368    0.5280776
#> lag1_var2  2.9236595 1.5711358   0.7225622    4.8639220
#> lag1_var3  6.0274663 2.8150160   2.0218510    9.4170359
#> lag1_var4 -5.0724540 2.6666008  -8.2643272   -1.2636016
#> const     13.9438932 9.4623242  -1.0160773   24.3045170
#> exo1       0.4384345 0.9081761  -0.7960505    1.7703554
#> exo2      -2.5290009 0.5567864  -3.3017878   -1.7169217
#> exo3      -0.1508182 1.1152879  -1.9099245    1.2140997
#> 
#> $LKA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3420346 0.5696491  -0.9234811   0.59344082
#> lag1_var2  2.8043493 1.5359628   0.5696778   4.72103745
#> lag1_var3  4.8482690 2.7566565   0.7679958   8.08506148
#> lag1_var4 -3.9377844 2.6102448  -7.0391779  -0.08688407
#> const     12.1324157 8.6291473  -0.4583175  22.70225981
#> exo1       0.1994104 0.9130299  -1.0742434   1.58056760
#> exo2      -2.4704838 0.5031597  -2.9130957  -1.56648416
#> exo3      -0.2590572 1.2471533  -2.3055880   0.96165859
#> 
#> 
#> 
#> $LSO
#> $LSO$Sigma
#> $LSO$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000468122 0.0001373546 0.0002992758 0.0006912199
#> 
#> $LSO$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002711723 0.000983090 -0.004225391 -0.001762102
#> Sigma[2,2]  0.044376353 0.007368575  0.036454962  0.056333478
#> 
#> $LSO$Sigma$equation3
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0008729957 0.001113627 -0.0007156359  0.002412205
#> Sigma[3,2] -0.0396469028 0.010192069 -0.0532465053 -0.023877688
#> Sigma[3,3]  0.0880740890 0.020014740  0.0598769311  0.112494752
#> 
#> $LSO$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001108149 0.001089105 -0.002455928 0.0004312712
#> Sigma[4,2] -0.013061411 0.011509217 -0.025967446 0.0046656061
#> Sigma[4,3]  0.074207930 0.017996242  0.049233993 0.0968360683
#> Sigma[4,4]  0.078343641 0.014793692  0.061759066 0.0990851073
#> 
#> 
#> $LSO$A
#> $LSO$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.953796198 0.02255371  0.923814990   0.98451372
#> lag1_var2  0.040660974 0.03104011 -0.006176606   0.07300761
#> lag1_var3  0.073455602 0.05396502 -0.010124012   0.12752822
#> lag1_var4 -0.062856529 0.04784452 -0.110597873   0.01220472
#> const      0.440450466 0.22055775  0.106649516   0.72027130
#> exo1       0.006096099 0.01576546 -0.014204446   0.02762162
#> exo2      -0.076041901 0.01691167 -0.099223408  -0.05468477
#> exo3       0.007837901 0.02729109 -0.034582693   0.03603777
#> 
#> $LSO$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.37453001 0.2512099  0.003847087    0.6606422
#> lag1_var2  0.53362184 0.3828259  0.060720953    1.0393056
#> lag1_var3  0.05653071 0.6355047 -0.712388207    0.8908817
#> lag1_var4 -0.04930626 0.5634140 -0.791163281    0.6398425
#> const     -0.36714855 2.2963179 -2.248791725    3.5154026
#> exo1      -0.07899951 0.1029767 -0.179913237    0.0802404
#> exo2       1.80613375 0.1740894  1.610306939    2.0752578
#> exo3       0.78807772 0.2606500  0.532430115    1.2385180
#> 
#> $LSO$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.53801447 0.2250130 -0.79747331  -0.19644219
#> lag1_var2  0.56197892 0.3315213  0.07178001   0.95735009
#> lag1_var3  1.02224959 0.5705344  0.17513611   1.68998944
#> lag1_var4 -0.04344814 0.5018522 -0.62231938   0.70921024
#> const      3.90728089 2.5285282  0.80567589   7.62184421
#> exo1      -0.07406798 0.2121113 -0.40488452   0.17312902
#> exo2      -1.54009036 0.2610503 -1.92252954  -1.24652352
#> exo3      -0.81296899 0.4501640 -1.27222364  -0.09514105
#> 
#> $LSO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3753244 0.2609959 -0.70342204   0.04208191
#> lag1_var2  0.5007945 0.3368942  0.01087503   0.94246464
#> lag1_var3  0.3575046 0.5773398 -0.39866043   1.16420979
#> lag1_var4  0.6672038 0.5106896 -0.04119735   1.34231878
#> const      1.9204104 2.6557052 -1.84793958   5.27329508
#> exo1      -0.1455592 0.2339078 -0.52641390   0.12967383
#> exo2      -0.4686163 0.2314606 -0.77301431  -0.19397132
#> exo3      -0.3779541 0.3994446 -0.86167996   0.24214248
#> 
#> 
#> 
#> $LTU
#> $LTU$Sigma
#> $LTU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001835486 0.0003089458 0.001525074  0.002310818
#> 
#> $LTU$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07636655 0.02849396  -0.1123608  -0.04102612
#> Sigma[2,2]  8.02561894 2.11720874   5.0744913  10.46642189
#> 
#> $LTU$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04339355 0.0196952  0.01764596   0.06963701
#> Sigma[3,2] -4.78226163 1.3920877 -6.59236093  -2.81542775
#> Sigma[3,3]  3.44023423 1.0380341  2.06748339   4.89263270
#> 
#> $LTU$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0009647986 0.006027647 -0.01103461  0.005452562
#> Sigma[4,2]  0.0910762561 0.473376345 -0.56840820  0.670315399
#> Sigma[4,3]  0.5798831583 0.326830314  0.24659012  1.111631435
#> Sigma[4,4]  0.6962837953 0.114315351  0.54576179  0.844872837
#> 
#> 
#> $LTU$A
#> $LTU$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98253243 0.01673643  0.960595832   1.00420890
#> lag1_var2  0.02187639 0.02136207 -0.006057525   0.05330559
#> lag1_var3  0.03029776 0.03548133 -0.016944091   0.08233049
#> lag1_var4 -0.02846802 0.03252444 -0.075812372   0.01438669
#> const      0.30488077 0.41018483 -0.324000408   0.78738222
#> exo1       0.01671280 0.04007679 -0.036247327   0.06486822
#> exo2      -0.01895892 0.04495173 -0.071715189   0.04532278
#> exo3       0.04860026 0.04092514 -0.005463504   0.10411621
#> 
#> $LTU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.3809926  1.013376  -2.9011819   -0.1152783
#> lag1_var2  1.7540479  1.664368  -0.3833919    4.0063236
#> lag1_var3  1.7342013  2.789727  -1.7670062    5.5903731
#> lag1_var4 -1.5240592  2.688097  -5.2642487    1.9135029
#> const     23.8750508 21.939077  -3.4965883   57.0389286
#> exo1       0.5208969  3.097951  -3.6083823    4.6580672
#> exo2       1.2445242  2.310808  -2.8394969    3.0294017
#> exo3      -1.9192522  3.175785  -6.7603831    0.9163945
#> 
#> $LTU$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   1.2248039  0.8088463   0.0968517    2.3059234
#> lag1_var2  -0.7606539  1.0442869  -2.2953713    0.6198631
#> lag1_var3  -0.4748810  1.7193761  -2.9677473    1.7945716
#> lag1_var4   1.2225633  1.6738401  -1.0147345    3.6008812
#> const     -15.8728697 18.7209001 -40.7798014    9.6860261
#> exo1       -0.9463995  1.8840616  -3.8447430    1.2915777
#> exo2       -0.6397624  1.8205722  -2.2636628    2.3024329
#> exo3        1.1329330  2.0542928  -0.7682725    4.1668462
#> 
#> $LTU$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.37419711 0.3761428  -0.2005330    0.8740126
#> lag1_var2 -0.01959004 0.5412223  -0.5145272    0.9302869
#> lag1_var3  0.06181691 0.9086228  -0.7522519    1.6567951
#> lag1_var4  0.85267123 0.8575177  -0.6458681    1.6036606
#> const     -3.37108478 8.2475300 -13.9386848    7.9418310
#> exo1      -0.70460212 0.8558637  -1.8082394    0.6601068
#> exo2       0.08496772 0.7937750  -0.8136175    1.3018831
#> exo3      -0.08549745 0.5503182  -0.8008276    0.6560397
#> 
#> 
#> 
#> $LUX
#> $LUX$Sigma
#> $LUX$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005176015 0.0001765654 0.0003582664 0.0008318024
#> 
#> $LUX$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001976896 0.002344989 -0.005965324 0.0004685649
#> Sigma[2,2]  0.278536442 0.031934457  0.232308033 0.3162368686
#> 
#> $LUX$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.002427953 0.005732655 -0.01177652  0.002787613
#> Sigma[3,2] -0.071982030 0.043344539 -0.12999373 -0.012559854
#> Sigma[3,3]  0.480858538 0.171396399  0.33006607  0.775668736
#> 
#> $LUX$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.00373667 0.006381326 -0.01421192 0.0001541523
#> Sigma[4,2]  0.08776089 0.046539306  0.01374745 0.1366227770
#> Sigma[4,3]  0.45799247 0.169221182  0.32850678 0.7453878650
#> Sigma[4,4]  0.52799100 0.175380554  0.39728002 0.8079066736
#> 
#> 
#> $LUX$A
#> $LUX$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00172233 0.01775986  0.97718594   1.02400379
#> lag1_var2 -0.01718599 0.04541419 -0.07322707   0.04700471
#> lag1_var3 -0.03882806 0.08155725 -0.14009296   0.07600455
#> lag1_var4  0.03273338 0.07784255 -0.07632486   0.13008037
#> const      0.30911901 0.25531625  0.06028398   0.73336995
#> exo1      -0.03474953 0.01630278 -0.05606755  -0.01170645
#> exo2      -0.03704663 0.02282661 -0.06988795  -0.00960673
#> exo3       0.04719146 0.02507676  0.01221535   0.07879843
#> 
#> $LUX$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.36312951 0.4302823  -0.9304036    0.1887060
#> lag1_var2  1.09700218 1.3016271  -0.7731349    2.6791023
#> lag1_var3  0.86468885 2.3271402  -2.4990369    3.6639680
#> lag1_var4 -0.67280689 2.2129236  -3.3401554    2.5115753
#> const     -0.02875023 5.4138749  -7.4037269    7.2112079
#> exo1       0.73691556 0.3455115   0.2464054    1.2151026
#> exo2       1.25475403 0.6021851   0.6235752    2.2174438
#> exo3      -0.89506552 0.3535233  -1.3859771   -0.3947844
#> 
#> $LUX$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.1962266 0.7627185   0.23283490   2.23560228
#> lag1_var2 -2.5151362 1.8311525  -5.31092678  -0.02465476
#> lag1_var3 -3.8461145 3.2131503  -8.78814000   0.51580765
#> lag1_var4  4.4723667 3.0374982   0.34385263   9.14523919
#> const     -9.2679190 9.1524605 -21.61656717   2.50296718
#> exo1      -0.4329118 0.3051568  -0.79863025   0.05291264
#> exo2      -0.7947148 0.7866420  -1.91661056   0.17940739
#> exo3       0.7718521 0.7771492  -0.08546163   1.97188815
#> 
#> $LUX$A$equation4
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1   1.04262743  0.8380073  -0.05171167    2.2187667
#> lag1_var2  -2.25060146  1.9204574  -4.82027675    0.3489336
#> lag1_var3  -3.99003263  3.3865673  -8.56427231    0.5702101
#> lag1_var4   4.73476382  3.2014433   0.42043943    9.0639651
#> const     -11.10315347 10.6900418 -24.95040626    3.0577195
#> exo1       -0.04497457  0.2947231  -0.52348665    0.2853729
#> exo2       -0.02008274  0.6762196  -0.79945065    0.9374133
#> exo3        0.27555817  0.8206543  -0.69694288    1.4436168
#> 
#> 
#> 
#> $LVA
#> $LVA$Sigma
#> $LVA$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00197202 0.0004679003 0.001288255    0.0025261
#> 
#> $LVA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.09342306 0.02305602  -0.1324943  -0.06641354
#> Sigma[2,2]  6.20624075 1.59104856   4.8362383   9.01858522
#> 
#> $LVA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.06354948 0.01633524  0.04607015    0.0900571
#> Sigma[3,2] -4.05184082 1.03961389 -5.95210461   -3.2514039
#> Sigma[3,3]  3.03920910 0.69415077  2.49198863    4.3170086
#> 
#> $LVA$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008295385 0.00652897 -0.002312988   0.01619167
#> Sigma[4,2] -0.361181382 0.24746167 -0.646352929  -0.00304988
#> Sigma[4,3]  0.682718399 0.13687491  0.496989255   0.86028053
#> Sigma[4,4]  0.529328791 0.10259685  0.384882577   0.67986703
#> 
#> 
#> $LVA$A
#> $LVA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.050983234 0.02534603  1.01418280   1.08060780
#> lag1_var2  0.001760017 0.03956446 -0.05498005   0.04271418
#> lag1_var3 -0.003787259 0.06739304 -0.09996691   0.06484852
#> lag1_var4 -0.020269610 0.05557379 -0.07901256   0.05692114
#> const      0.195172234 0.43755000 -0.44160121   0.74129785
#> exo1      -0.017594717 0.04348816 -0.07489784   0.04284341
#> exo2      -0.019670689 0.03984843 -0.08333297   0.01999405
#> exo3       0.064240778 0.04667785  0.01402202   0.14095383
#> 
#> $LVA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -4.5293365  1.598876  -6.3478230   -2.1449550
#> lag1_var2  4.6937995  2.453073   1.1515653    7.3286002
#> lag1_var3  6.8740187  4.128562   0.8419679   11.3154989
#> lag1_var4 -5.4142023  3.489972  -9.0891137   -0.1220534
#> const     25.5211222 23.862416  -6.1001708   61.1063853
#> exo1      -0.3845708  2.230701  -3.5097093    2.8503222
#> exo2      -0.8606595  2.494642  -3.3355779    3.3307581
#> exo3      -1.5042629  1.911310  -4.0565394    0.9844650
#> 
#> $LVA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   3.016876  1.175297   1.4380025   4.61330293
#> lag1_var2  -2.310018  1.915746  -5.2427376   0.01120541
#> lag1_var3  -3.160779  3.237908  -8.1424342   0.79857633
#> lag1_var4   3.112168  2.789474  -0.4265398   7.38556761
#> const     -11.200574 15.014680 -35.1350971   6.90601285
#> exo1        1.055128  1.528341  -0.4298316   3.19114237
#> exo2        0.437977  1.622214  -2.1107104   1.98558944
#> exo3       -0.235989  1.156059  -1.8419975   1.32096280
#> 
#> $LVA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.33855227 0.5166940  -0.2564191    1.1183207
#> lag1_var2  0.11960587 1.0726602  -1.4848732    1.5810869
#> lag1_var3  0.33250130 1.8242845  -2.3681640    2.8456759
#> lag1_var4  0.51084904 1.6491611  -1.7885806    2.8676343
#> const      2.29134003 3.1485461  -2.0630255    6.3894346
#> exo1       0.91217028 0.9655324  -0.4153994    1.9434558
#> exo2      -0.08236121 0.5990097  -0.9105543    0.7456057
#> exo3      -1.21765491 0.5428759  -1.9356842   -0.5914127
#> 
#> 
#> 
#> $MAC
#> $MAC$Sigma
#> $MAC$Sigma$equation1
#>                 mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0197332 0.008626683  0.01133173   0.03385063
#> 
#> $MAC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02142991 0.01358056 -0.03956222 -0.002769365
#> Sigma[2,2]  0.31893149 0.07603051  0.23319489  0.440453381
#> 
#> $MAC$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.03369887 0.02188716  0.001597897   0.06123477
#> Sigma[3,2] -0.23728384 0.12397486 -0.394596768  -0.06915057
#> Sigma[3,3]  0.77897578 0.11629051  0.589568611   0.89929297
#> 
#> $MAC$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.02014491 0.01634361 -0.003096964   0.04052785
#> Sigma[4,2] -0.02902527 0.08572419 -0.122285217   0.09254965
#> Sigma[4,3]  0.65006833 0.10939369  0.500442013   0.80922082
#> Sigma[4,4]  0.65879333 0.14538176  0.484661369   0.87608348
#> 
#> 
#> $MAC$A
#> $MAC$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.06832975 0.09789346  0.92748375    1.1954718
#> lag1_var2 -0.22713002 0.24680697 -0.53316638    0.1357955
#> lag1_var3 -0.37312299 0.41198750 -0.91259981    0.2269807
#> lag1_var4  0.35241963 0.39993438 -0.22587528    0.8719110
#> const     -0.26667502 1.46615743 -2.14437905    1.9710092
#> exo1       0.01812678 0.11458209 -0.14251975    0.1754305
#> exo2      -0.76534576 0.14846595 -0.99433753   -0.5619131
#> exo3       0.13324577 0.16396486 -0.04051468    0.3750034
#> 
#> $MAC$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.27254396 0.4155334  -1.7566581   -0.7285047
#> lag1_var2  3.04519762 1.3486579   1.2272317    4.9606641
#> lag1_var3  3.42379743 2.1009695   0.5668727    6.3153887
#> lag1_var4 -3.18103909 2.0245018  -5.9916011   -0.4495698
#> const     14.97440305 5.2072829   8.2000465   21.5478278
#> exo1      -0.02851343 0.5399247  -0.5775192    0.9109200
#> exo2       0.94285226 0.4150259   0.3788517    1.4969738
#> exo3      -0.71956200 0.7690656  -1.5588114    0.3704508
#> 
#> $MAC$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   2.1015278 0.7188943   1.2876880     3.076516
#> lag1_var2  -4.1561504 1.1491844  -5.1398711    -2.371622
#> lag1_var3  -5.4582780 1.8707631  -6.9988918    -2.514186
#> lag1_var4   5.8959828 1.7622203   3.1118132     7.341716
#> const     -12.7950172 9.2542358 -23.5411531     1.182167
#> exo1        0.5885331 0.5805603  -0.0891429     1.444783
#> exo2       -2.5201995 0.5871187  -3.3933946    -1.802826
#> exo3        0.9316526 1.1889616  -0.8198310     2.287291
#> 
#> $MAC$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.3082939 0.6703647   0.5658208    2.3273777
#> lag1_var2 -2.4538334 1.1649245  -3.9180064   -0.7720430
#> lag1_var3 -3.6505034 1.9104983  -6.0527068   -0.8948343
#> lag1_var4  4.2507877 1.7900062   1.6248447    6.4264194
#> const     -4.1464257 7.6296345 -14.0557562    7.0317956
#> exo1       0.5897034 0.6887233  -0.3143076    1.4410014
#> exo2      -1.9423275 0.4450660  -2.6414096   -1.4958961
#> exo3       0.4542221 0.8985396  -0.6308975    1.5986951
#> 
#> 
#> 
#> $MAR
#> $MAR$Sigma
#> $MAR$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001310465 0.0003493849 0.0008715551  0.001822748
#> 
#> $MAR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00999337 0.004729884 -0.01667221 -0.004477791
#> Sigma[2,2]  0.25037479 0.048097976  0.19414293  0.326951188
#> 
#> $MAR$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0001512393 0.001663211 -0.001956335   0.00270333
#> Sigma[3,2] -0.0658995439 0.026111787 -0.099789318  -0.03453809
#> Sigma[3,3]  0.1195309186 0.023839328  0.092506941   0.15421488
#> 
#> $MAR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.005977663 0.002020148 -0.008325449 -0.003263239
#> Sigma[4,2]  0.068248644 0.036692272  0.025498441  0.122771435
#> Sigma[4,3]  0.095423078 0.020597802  0.079025322  0.132249779
#> Sigma[4,4]  0.144585655 0.024978221  0.115819054  0.181980595
#> 
#> 
#> $MAR$A
#> $MAR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.005241708 0.03645733  0.96542975   1.05285860
#> lag1_var2 -0.052700655 0.07027321 -0.15542983   0.01953610
#> lag1_var3 -0.096490363 0.14309461 -0.30222081   0.05387818
#> lag1_var4  0.092054630 0.13175341 -0.04635693   0.28411974
#> const      0.176714937 0.36886317 -0.30826003   0.61298114
#> exo1       0.008129438 0.03702448 -0.05181802   0.04676225
#> exo2      -0.093102077 0.03220252 -0.13952375  -0.04967755
#> exo3       0.073260889 0.02239580  0.03418415   0.09630389
#> 
#> $MAR$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.358824764 0.4220414  -0.9977435   0.13736661
#> lag1_var2  1.615915664 0.7225064   0.6201080   2.62489561
#> lag1_var3  1.334734452 1.5007510  -0.7280337   3.40536179
#> lag1_var4 -1.225325241 1.3870281  -3.1448205   0.66078033
#> const      3.909972697 5.7491820  -0.7781203  13.63995986
#> exo1       0.003216692 0.4790474  -0.6700753   0.63608576
#> exo2       1.990954323 0.4493644   1.3856513   2.51387278
#> exo3      -0.506407709 0.4891644  -1.2224583  -0.01510904
#> 
#> $MAR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01582807 0.2472065 -0.23696636    0.4193249
#> lag1_var2 -0.06927206 0.5928127 -0.98507361    0.5920856
#> lag1_var3  0.65539983 1.2225422 -1.18629837    1.9969431
#> lag1_var4  0.31067081 1.1284315 -0.93076933    2.0127545
#> const      0.06301578 2.4765172 -3.73447488    2.0473314
#> exo1       0.33726685 0.3228011 -0.03403315    0.7640301
#> exo2      -1.75430142 0.2675091 -2.09607966   -1.3327682
#> exo3       0.77151799 0.4789848  0.21006400    1.4632846
#> 
#> $MAR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2035145 0.3078525  -0.7084221    0.1530460
#> lag1_var2  0.5304406 0.7264976  -0.3408987    1.5988490
#> lag1_var3  0.8789651 1.5174405  -1.0193307    3.1066364
#> lag1_var4  0.1881009 1.4025644  -1.8614410    1.9280629
#> const      0.5406495 2.4435964  -1.8822882    4.7716916
#> exo1       0.3758104 0.4665713  -0.1862775    1.1087707
#> exo2      -0.9508415 0.3529603  -1.3901273   -0.4154677
#> exo3       0.5431983 0.4425779   0.1406901    1.3168896
#> 
#> 
#> 
#> $MDA
#> $MDA$Sigma
#> $MDA$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006151887 0.001368287 0.004138944  0.007917781
#> 
#> $MDA$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0488472 0.01415393 -0.07413435  -0.03396474
#> Sigma[2,2]  1.0188607 0.30803925  0.68496673   1.50353903
#> 
#> $MDA$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0411405 0.02404289   0.0199357   0.08114382
#> Sigma[3,2] -0.7992208 0.27646134  -1.2483232  -0.52034991
#> Sigma[3,3]  1.9989995 0.67322494   1.3495585   3.04493742
#> 
#> $MDA$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01130255 0.02159254 -0.01025452   0.04583777
#> Sigma[4,2] -0.18428117 0.20007118 -0.50721978   0.00127102
#> Sigma[4,3]  1.56182991 0.57439544  1.02821344   2.45838278
#> Sigma[4,4]  1.49882650 0.49081598  1.04344389   2.25167778
#> 
#> 
#> $MDA$A
#> $MDA$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.94244137 0.05790826  0.875955833   1.02733030
#> lag1_var2  0.16432219 0.10154386  0.009381643   0.26438519
#> lag1_var3  0.27632226 0.17838258 -0.006787886   0.45198809
#> lag1_var4 -0.26754544 0.17517311 -0.441333593   0.01093822
#> const      0.76487554 1.14462074 -0.748971166   2.22542740
#> exo1       0.11519651 0.05317812  0.043392281   0.18585057
#> exo2      -0.11109385 0.09324299 -0.215588519   0.03600260
#> exo3       0.05901541 0.05290885 -0.005728311   0.12969600
#> 
#> $MDA$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.29475894  0.7574046  -0.8442149    1.0119320
#> lag1_var2 -0.61360236  1.6971604  -2.8733922    1.7666132
#> lag1_var3 -2.59420372  2.8749717  -6.3099790    1.5604957
#> lag1_var4  2.52483635  2.7983049  -1.5230011    6.1276363
#> const     -2.09451571 13.8268086 -18.2323196   17.4110437
#> exo1      -0.61178374  0.6495927  -1.5079835    0.3485345
#> exo2      -0.03045723  1.0564301  -1.4352402    1.4002048
#> exo3      -0.48486380  1.1147405  -1.9139109    0.9520511
#> 
#> $MDA$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.7497489  0.8948006  -0.3750538     1.948517
#> lag1_var2 -0.4467235  2.8501089  -3.8547340     3.862396
#> lag1_var3  0.5235897  4.8805818  -5.3044791     7.927060
#> lag1_var4  0.3271894  4.7616544  -6.9297208     5.995584
#> const     -6.5669645 16.9015050 -27.7678486    14.627668
#> exo1       0.2809284  0.6471467  -0.6265400     1.152382
#> exo2       0.6189278  1.5558986  -1.0249806     3.278557
#> exo3       2.8875783  1.2638263   1.3094677     4.490487
#> 
#> $MDA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.01072068  0.5995384   0.1628769    1.8236666
#> lag1_var2 -1.22590133  2.3146474  -3.9439541    2.0799115
#> lag1_var3 -1.71669604  3.9801672  -6.2680220    4.0560809
#> lag1_var4  2.52785690  3.8985000  -3.1525605    6.9574268
#> const     -9.82596157 11.7359803 -25.8821915    5.7689653
#> exo1      -0.08963637  0.8822627  -1.2882837    0.9593747
#> exo2       0.55686361  1.6650820  -1.2451530    3.4147814
#> exo3       2.57644466  1.0697981   0.9174910    3.8779638
#> 
#> 
#> 
#> $MDG
#> $MDG$Sigma
#> $MDG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001373944 0.0002218134 0.001106339  0.001699775
#> 
#> $MDG$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005220395 0.003237709 -0.009865957 -0.001272727
#> Sigma[2,2]  0.350877340 0.100794260  0.239446773  0.502936708
#> 
#> $MDG$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004317102 0.002899475  0.0006740836  0.008444103
#> Sigma[3,2] -0.306130978 0.096500292 -0.4549779753 -0.203782500
#> Sigma[3,3]  0.276040436 0.092996742  0.1811488806  0.422564662
#> 
#> $MDG$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0002346758 0.0005544969 -0.001051335 0.0003988408
#> Sigma[4,2] -0.0031009257 0.0108154426 -0.021365286 0.0072037089
#> Sigma[4,3]  0.0119082125 0.0109378220  0.002025834 0.0305321033
#> Sigma[4,4]  0.0096200680 0.0026894444  0.005818840 0.0125136217
#> 
#> 
#> $MDG$A
#> $MDG$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.97833666 0.03352902  0.9317240409   1.01960437
#> lag1_var2  0.02762492 0.10357090 -0.0989362882   0.16576154
#> lag1_var3  0.03815513 0.12168715 -0.1103535619   0.19808560
#> lag1_var4 -0.03675082 0.12084241 -0.2017998289   0.10488916
#> const      0.42432951 0.29398632 -0.0311830203   0.68692377
#> exo1       0.02272354 0.03141981 -0.0253151829   0.05858200
#> exo2      -0.08672152 0.02341770 -0.1175999409  -0.05608920
#> exo3       0.03786118 0.02696777 -0.0006211712   0.07363762
#> 
#> $MDG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1296794 0.3141077  -0.6317948    0.2286269
#> lag1_var2  0.5782337 2.4108531  -3.1374500    3.6397738
#> lag1_var3 -0.4047234 2.7979737  -4.6817006    3.1099039
#> lag1_var4  0.4066499 2.8458482  -3.2338867    4.7797139
#> const      2.9639219 8.0309806  -7.9342337   12.9190957
#> exo1       0.2620022 0.4433687  -0.3153230    0.9148249
#> exo2       0.5765032 0.6020767  -0.1967724    1.4061687
#> exo3       0.1716844 0.4502426  -0.5366680    0.6801629
#> 
#> $MDG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1981492 0.2650444  -0.1374921    0.5727204
#> lag1_var2  0.2283627 2.2337792  -2.8226241    3.4341808
#> lag1_var3  1.1455699 2.6011153  -2.3770373    4.8486117
#> lag1_var4 -0.1936857 2.6419862  -3.9685897    3.4435932
#> const     -0.7045653 7.5276679 -10.8830785    9.2029716
#> exo1      -0.2280040 0.4020567  -0.8235649    0.2767718
#> exo2      -1.2919362 0.4992004  -1.9608098   -0.6600225
#> exo3       0.1246876 0.3915454  -0.3152089    0.7472801
#> 
#> $MDG$A$equation4
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.09562674 0.07360572 -0.002142321   0.19882932
#> lag1_var2  0.37005992 0.32469796 -0.126671373   0.68733865
#> lag1_var3  0.37962941 0.38835774 -0.212724195   0.76842142
#> lag1_var4  0.58996581 0.38672836  0.203180075   1.18030672
#> const      0.24447483 1.16091063 -1.622263045   1.38196516
#> exo1       0.00226976 0.04124779 -0.052608126   0.05778412
#> exo2      -0.82867847 0.05386130 -0.909012950  -0.76306865
#> exo3       0.27345276 0.06372795  0.187402066   0.36153245
#> 
#> 
#> 
#> $MDV
#> $MDV$Sigma
#> $MDV$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00358323 0.000642897 0.002904445  0.004585652
#> 
#> $MDV$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.007312102 0.005948886 -0.01543641 -2.489905e-05
#> Sigma[2,2]  0.314483713 0.051612867  0.26284837  4.039217e-01
#> 
#> $MDV$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0136650 0.006308015  0.00694546   0.02339795
#> Sigma[3,2] -0.3622584 0.064932797 -0.47139037  -0.29342358
#> Sigma[3,3]  0.5516190 0.086983608  0.45362580   0.68265372
#> 
#> $MDV$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01048793 0.00404513  0.00553011   0.01640192
#> Sigma[4,2] -0.21198051 0.04211845 -0.27734774  -0.16551181
#> Sigma[4,3]  0.38196457 0.05914099  0.30103995   0.45801128
#> Sigma[4,4]  0.28468786 0.04287616  0.21773255   0.32826834
#> 
#> 
#> $MDV$A
#> $MDV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96605438 0.03888465  0.90202805    1.0008240
#> lag1_var2 -0.00492148 0.08023860 -0.10059255    0.1246582
#> lag1_var3 -0.01185147 0.14731197 -0.18519604    0.2288019
#> lag1_var4  0.01792153 0.13845454 -0.20915008    0.1816422
#> const      0.45498614 0.45699513 -0.15450192    0.9879871
#> exo1       0.02657905 0.06885286 -0.05891139    0.1262079
#> exo2      -0.44181125 0.09649508 -0.57678411   -0.3211912
#> exo3       0.20538779 0.06846357  0.10683818    0.2820540
#> 
#> $MDV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.3922342 0.3726289  -1.7238916   -0.7627890
#> lag1_var2  3.8916501 0.6881686   2.8660015    4.6320209
#> lag1_var3  5.3949664 1.2716093   3.5167878    6.7738127
#> lag1_var4 -5.0835606 1.1842609  -6.3908828   -3.3586956
#> const     13.6469501 4.8456742   7.0646222   20.4473943
#> exo1       0.6692547 0.2799713   0.2624699    0.9994800
#> exo2       0.8217024 0.6669566  -0.2435119    1.6395001
#> exo3      -0.3158529 0.4836053  -0.8635163    0.3119535
#> 
#> $MDV$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   1.4654365 0.5996717   0.49514888    2.0474160
#> lag1_var2  -3.6111441 1.2811434  -5.13385878   -1.7305458
#> lag1_var3  -5.6884774 2.3395344  -8.40755488   -2.2712008
#> lag1_var4   6.3787101 2.1871046   3.21629702    8.9475020
#> const     -14.7281733 6.5016389 -23.59325224   -5.2343649
#> exo1       -0.7606292 0.3493224  -1.17140711   -0.2075433
#> exo2       -4.8758742 0.7505069  -5.82249552   -3.7973224
#> exo3        0.8116849 0.5779892   0.03486976    1.5942058
#> 
#> $MDV$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8387846 0.4395774   0.1516089    1.2984617
#> lag1_var2 -2.0003154 0.9866440  -3.2392911   -0.5939564
#> lag1_var3 -3.6734985 1.7966002  -5.8976102   -1.1234743
#> lag1_var4  4.5267486 1.6836551   2.1595837    6.6297215
#> const     -9.7385587 4.4232161 -15.7474518   -3.0220834
#> exo1      -0.4744842 0.2950742  -0.8834651   -0.1188721
#> exo2      -4.5760401 0.4950938  -5.2401673   -3.8815058
#> exo3       0.7163177 0.4359827   0.2191878    1.3857315
#> 
#> 
#> 
#> $MEX
#> $MEX$Sigma
#> $MEX$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007494997 0.0002175118 0.0004924757  0.001053766
#> 
#> $MEX$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01284944 0.003170439 -0.01800252 -0.009408115
#> Sigma[2,2]  0.44654428 0.106150995  0.29242216  0.593079500
#> 
#> $MEX$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0105615 0.003018095  0.00665449   0.01427942
#> Sigma[3,2] -0.2960158 0.078094073 -0.38783161  -0.17443671
#> Sigma[3,3]  0.3893338 0.086256110  0.28365854   0.51371622
#> 
#> $MEX$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002963622 0.002395335  0.0005500322  0.006688473
#> Sigma[4,2] -0.029866980 0.047074570 -0.0961263402  0.031251942
#> Sigma[4,3]  0.220532641 0.052342146  0.1647975292  0.300942257
#> Sigma[4,4]  0.210714386 0.036656022  0.1631559160  0.263513850
#> 
#> 
#> $MEX$A
#> $MEX$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98052034 0.02076653  0.94780780   0.99818252
#> lag1_var2  0.02952877 0.05845022 -0.04720843   0.11468562
#> lag1_var3  0.03539911 0.09887753 -0.09505081   0.17738914
#> lag1_var4 -0.03323750 0.09445108 -0.16763989   0.09367724
#> const      0.39717027 0.19874184  0.21892069   0.75402923
#> exo1      -0.01246583 0.02141840 -0.04213858   0.01709532
#> exo2      -0.11494626 0.02218994 -0.14086473  -0.08184603
#> exo3       0.03308656 0.04668826 -0.03071297   0.09538403
#> 
#> $MEX$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1580079 0.4566919  -0.8055991    0.4715469
#> lag1_var2  1.4811442 1.3201846  -0.4041117    3.0552560
#> lag1_var3  1.2050521 2.2588424  -2.0483561    3.8733244
#> lag1_var4 -1.1896246 2.1761644  -3.6877587    1.9661901
#> const      4.3945506 4.2065382  -2.0267996    9.2728563
#> exo1       0.2061769 0.6033758  -0.7234214    0.8781453
#> exo2       1.1317371 0.3326301   0.8116605    1.6968611
#> exo3      -0.4958959 0.7726533  -1.5430696    0.5647752
#> 
#> $MEX$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.88922507 0.4640806   0.3489095    1.5382421
#> lag1_var2 -0.02865495 1.1880886  -1.4192515    1.8791907
#> lag1_var3  0.41837036 2.0104339  -1.9070491    3.5795117
#> lag1_var4  0.17440766 1.9108858  -2.8318640    2.3751356
#> const     -1.30100417 3.5398917  -5.2531982    4.0156812
#> exo1       0.13459653 0.3701016  -0.4873159    0.5554983
#> exo2      -4.56658347 0.5547051  -5.4659719   -3.9757986
#> exo3       1.51247250 0.4815170   0.7742860    2.0025857
#> 
#> $MEX$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8269845 0.2850448   0.4861570    1.2061612
#> lag1_var2  0.6271526 1.0711940  -0.4901959    2.2634626
#> lag1_var3  0.7424726 1.7896322  -1.0132693    3.5322997
#> lag1_var4 -0.1312388 1.7139462  -2.8040880    1.5226678
#> const     -0.1360988 2.8731327  -4.2649402    2.8099319
#> exo1       0.2679402 0.3611756  -0.2408620    0.7620815
#> exo2      -4.0677134 0.4173323  -4.6494298   -3.5576272
#> exo3       1.2779900 0.3409561   0.7914879    1.6315645
#> 
#> 
#> 
#> $MKD
#> $MKD$Sigma
#> $MKD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006252055 0.0001555954 0.0004587575 0.0008552295
#> 
#> $MKD$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00779053 0.009718795 -0.01703789  0.007560185
#> Sigma[2,2]  2.87244820 0.700643451  2.00869145  3.921234209
#> 
#> $MKD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003569836 0.006333347 -0.006223024   0.01060841
#> Sigma[3,2] -1.493000219 0.510313018 -2.239495897  -0.91728224
#> Sigma[3,3]  0.972015047 0.396975583  0.594345278   1.61130160
#> 
#> $MKD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001110741 0.002737806 -0.004250608  0.003067427
#> Sigma[4,2]  0.133581818 0.224411637 -0.208993570  0.413765159
#> Sigma[4,3]  0.206195664 0.182451303  0.028612912  0.521218254
#> Sigma[4,4]  0.397177615 0.112429310  0.271138628  0.567479294
#> 
#> 
#> $MKD$A
#> $MKD$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  1.04411345 0.01929227  1.023650e+00  1.074996992
#> lag1_var2 -0.02188339 0.01409836 -4.470640e-02 -0.008182936
#> lag1_var3 -0.04443955 0.02654042 -8.758743e-02 -0.018075606
#> lag1_var4  0.02099896 0.02179761 -1.684357e-03  0.054607114
#> const      0.21970678 0.26046587 -1.270667e-01  0.581833549
#> exo1       0.01940988 0.02188099 -1.087657e-02  0.046335362
#> exo2      -0.04243676 0.02479794 -6.534591e-02 -0.001461345
#> exo3       0.05140578 0.03378236  6.533134e-05  0.083621953
#> 
#> $MKD$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -4.0364921  0.6375914   -5.009985   -3.2809466
#> lag1_var2  3.0788284  0.7853066    2.087300    4.1146546
#> lag1_var3  3.8976651  1.4655075    1.995914    5.8638738
#> lag1_var4 -2.5142147  1.2067714   -4.280104   -0.9924914
#> const     17.4565946 15.7019859   -9.505949   32.1846595
#> exo1      -0.1959070  0.9530735   -1.510732    1.0356484
#> exo2      -0.3272514  1.5801391   -2.469186    1.7129196
#> exo3       0.4659815  2.0402283   -1.941419    3.5047779
#> 
#> $MKD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  2.3588599 0.4550699   1.7341083    2.8907904
#> lag1_var2 -1.0381939 0.4575029  -1.6426585   -0.3943256
#> lag1_var3 -0.9743675 0.8428814  -2.0723659    0.2423965
#> lag1_var4  1.1161426 0.6616532   0.1704118    1.8684193
#> const     -7.9185063 9.4437516 -17.2820608    8.4707325
#> exo1       0.3995777 0.5682987  -0.2837317    1.1567797
#> exo2      -0.1649727 0.5709322  -0.8828485    0.5942646
#> exo3      -0.5182266 1.2632999  -2.3848338    1.2290309
#> 
#> $MKD$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1620687 0.5185898  -0.4414023    0.8407074
#> lag1_var2  0.2923231 0.3763433  -0.1980553    0.7505357
#> lag1_var3  0.5215879 0.7097651  -0.4032760    1.4002770
#> lag1_var4  0.4094215 0.5135370  -0.2573177    1.0607542
#> const     -0.2620843 2.4521508  -3.7427144    2.6634537
#> exo1       0.5071221 0.5642146  -0.3475463    1.2294335
#> exo2      -0.4778125 0.7909264  -1.7022052    0.4119412
#> exo3      -0.4174159 0.7815433  -1.1557141    0.9812927
#> 
#> 
#> 
#> $MLI
#> $MLI$Sigma
#> $MLI$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000948843 0.0003321941 0.0006668945  0.001451237
#> 
#> $MLI$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001522694 0.0005177633 -0.002286586 -0.0009627797
#> Sigma[2,2]  0.028455269 0.0068403194  0.021147923  0.0380136145
#> 
#> $MLI$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0008861353 0.001306189 -0.000829729  0.002692482
#> Sigma[3,2] -0.0199341124 0.016510458 -0.047009272 -0.004957293
#> Sigma[3,3]  0.0923876265 0.033820090  0.053648308  0.142034746
#> 
#> $MLI$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0001758714 0.001071066 -0.001576034  0.001125567
#> Sigma[4,2] -0.0003271486 0.014577363 -0.021862635  0.015251337
#> Sigma[4,3]  0.0799320877 0.023934640  0.050110937  0.111602134
#> Sigma[4,4]  0.0810550463 0.017146082  0.055309469  0.102659170
#> 
#> 
#> $MLI$A
#> $MLI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99850969 0.01277189  0.98197817   1.01716234
#> lag1_var2  0.03081662 0.08990083 -0.05672965   0.17163184
#> lag1_var3  0.04765724 0.14711507 -0.10360119   0.27428990
#> lag1_var4 -0.04855084 0.14766782 -0.27522826   0.10362297
#> const      0.14254505 0.32106102 -0.23676664   0.58669323
#> exo1       0.00776474 0.01971103 -0.02386789   0.03127669
#> exo2      -0.05702298 0.03769198 -0.11472245  -0.01261153
#> exo3      -0.01795592 0.04618021 -0.07490861   0.04018316
#> 
#> $MLI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.30474570 0.07300624   0.1817793    0.3919303
#> lag1_var2  0.71219010 0.39196641   0.1463299    1.1495883
#> lag1_var3  0.28905930 0.60824914  -0.5695961    1.0303423
#> lag1_var4 -0.43327021 0.62702771  -1.2018321    0.4404887
#> const      3.88988408 2.52569508   1.5068157    7.7516501
#> exo1      -0.02314492 0.19746519  -0.3474562    0.1830932
#> exo2       0.78729508 0.15436009   0.5562521    0.9796078
#> exo3      -0.93165455 0.22765959  -1.1813008   -0.5713418
#> 
#> $MLI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.45362613 0.1002744 -0.55923113   -0.2809346
#> lag1_var2  1.11118990 0.8100834 -0.07482508    2.1665998
#> lag1_var3  1.84945249 1.0293939  0.34041378    3.1543382
#> lag1_var4 -0.75037711 1.0421322 -2.11878248    0.7601058
#> const      2.56108915 3.2293325 -1.52218324    7.3581788
#> exo1       0.05024531 0.2555226 -0.26961108    0.3943653
#> exo2      -1.99511630 0.3738042 -2.42809903   -1.4242063
#> exo3       0.50136625 0.6466360 -0.55169307    1.2330078
#> 
#> $MLI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.24321615 0.1168512 -0.37389958   -0.0608339
#> lag1_var2  1.36785677 0.8928073  0.02177738    2.4411572
#> lag1_var3  1.69316384 1.2065622 -0.12182340    3.1129360
#> lag1_var4 -0.67481612 1.2102523 -2.10212785    1.1356467
#> const      3.91827198 2.8823472  0.64289741    8.0731380
#> exo1       0.03014601 0.2622710 -0.34056547    0.3622909
#> exo2      -1.51412622 0.3020060 -1.85911588   -1.0419545
#> exo3      -0.12456144 0.5653113 -0.97823960    0.5978825
#> 
#> 
#> 
#> $MLT
#> $MLT$Sigma
#> $MLT$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001048489 0.0002167706 0.0007712874  0.001350124
#> 
#> $MLT$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002796706 0.001564944 -0.004679283 -0.0005227218
#> Sigma[2,2]  0.089653172 0.032451540  0.055955054  0.1408605536
#> 
#> $MLT$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.001385977 0.001943741 -0.004426989  0.0008961136
#> Sigma[3,2] -0.084451411 0.031188499 -0.129792479 -0.0491433353
#> Sigma[3,3]  0.260819181 0.048369318  0.191577915  0.3236960037
#> 
#> $MLT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002858258 0.001837226 -0.005621571 -0.001113404
#> Sigma[4,2] -0.040651081 0.020912529 -0.070760704 -0.017510266
#> Sigma[4,3]  0.232354112 0.046331687  0.178221146  0.302543655
#> Sigma[4,4]  0.226771306 0.046908105  0.177492179  0.302054301
#> 
#> 
#> $MLT$A
#> $MLT$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97708553 0.02137935  0.945641690   1.00186160
#> lag1_var2 -0.01006867 0.04644032 -0.068159488   0.04706788
#> lag1_var3 -0.02885359 0.08977144 -0.145731544   0.08815407
#> lag1_var4  0.03257014 0.08599789 -0.080336864   0.14402693
#> const      0.35205099 0.28594559 -0.036560269   0.76248982
#> exo1       0.00766237 0.03452253 -0.043622038   0.05416212
#> exo2      -0.13256773 0.02220832 -0.161551945  -0.10227867
#> exo3       0.02869273 0.02020425  0.003050776   0.05136534
#> 
#> $MLT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0262530 0.2392427  -0.2801533    0.3432084
#> lag1_var2  1.5123152 0.5776651   0.9783300    2.4118051
#> lag1_var3  1.6658562 0.9585893   0.8333111    3.2238302
#> lag1_var4 -1.7118300 0.8932790  -3.1688584   -0.9241686
#> const      3.7521027 1.2028570   2.4148340    5.4955839
#> exo1      -0.3936757 0.3725124  -0.7757232    0.1569561
#> exo2       1.0378768 0.3522549   0.6468536    1.6007415
#> exo3      -0.1837334 0.3738093  -0.6266736    0.4022300
#> 
#> $MLT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.73474047 0.3982342   0.1007375    1.1512517
#> lag1_var2 -2.26367697 0.8758249  -3.6217454   -1.3045136
#> lag1_var3 -2.87844556 1.4035888  -5.0124403   -1.4336383
#> lag1_var4  3.72329089 1.3126508   2.3849033    5.6862717
#> const     -6.44654100 2.4648570  -9.9057107   -3.1924093
#> exo1      -0.10485481 0.6250863  -0.8588229    0.8643484
#> exo2      -1.32274352 0.6313548  -2.3304253   -0.5507863
#> exo3       0.06913425 0.4330747  -0.4363012    0.7454647
#> 
#> $MLT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.80869559 0.3480227   0.2358062    1.1602844
#> lag1_var2 -1.87296228 0.7250354  -2.8835503   -0.9498723
#> lag1_var3 -2.76905897 1.1872950  -4.2860895   -1.1083699
#> lag1_var4  3.59894347 1.1171793   2.0156218    4.9707838
#> const     -6.31329497 2.6276891  -9.6850121   -2.5568852
#> exo1      -0.31350465 0.5388665  -0.8450868    0.5494402
#> exo2      -0.73969248 0.4880786  -1.4634116   -0.1194985
#> exo3      -0.08551009 0.4960141  -0.7943445    0.5344729
#> 
#> 
#> 
#> $MMR
#> $MMR$Sigma
#> $MMR$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000713546 0.0001258768 0.0005568171 0.0008928513
#> 
#> $MMR$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002320315 0.0008260379 -0.003343359  -0.00115122
#> Sigma[2,2]  0.071420571 0.0165801572  0.052815814   0.09484332
#> 
#> $MMR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00325772 0.003218391 -0.001530112  0.007062632
#> Sigma[3,2] -0.10377893 0.025350763 -0.140434407 -0.071970870
#> Sigma[3,3]  0.33802854 0.054507909  0.260327105  0.414179645
#> 
#> $MMR$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001973426 0.00287034 -0.002498435  0.005255663
#> Sigma[4,2] -0.063344266 0.01735919 -0.088226548 -0.041982759
#> Sigma[4,3]  0.281939714 0.04455718  0.219388325  0.338797883
#> Sigma[4,4]  0.248900116 0.03877435  0.194368201  0.295830950
#> 
#> 
#> $MMR$A
#> $MMR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98681909 0.01089186  0.97109462   1.00091764
#> lag1_var2  0.03139754 0.06116895 -0.05658575   0.12335200
#> lag1_var3  0.11696383 0.11134809 -0.03481193   0.28954134
#> lag1_var4 -0.11670072 0.11107343 -0.28943795   0.03375943
#> const      0.41808309 0.31755052 -0.03317474   0.84649971
#> exo1       0.01234621 0.02162615 -0.02279144   0.03607372
#> exo2      -0.09231342 0.01866349 -0.11897130  -0.06959036
#> exo3      -0.12512014 0.02564212 -0.15830483  -0.08465458
#> 
#> $MMR$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.002499019 0.07853249 -0.09911814    0.1119947
#> lag1_var2  0.779875826 0.59085789  0.09656379    1.6661983
#> lag1_var3  0.246920377 1.05024363 -1.03705306    1.7459773
#> lag1_var4 -0.261788329 1.04646650 -1.76024606    1.0146713
#> const      1.384256587 2.24563897 -1.57532803    4.5603379
#> exo1      -0.063900105 0.29263455 -0.53310001    0.2824249
#> exo2       0.831678453 0.19544548  0.50677286    1.0518001
#> exo3       2.424101589 0.31149363  1.97116018    2.8430977
#> 
#> $MMR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2458798 0.1788317 -0.48672117  -0.00492613
#> lag1_var2  1.2992524 1.0497687  0.07872195   2.78333920
#> lag1_var3  2.5010404 1.8259661  0.44769288   5.08837249
#> lag1_var4 -1.4862622 1.8200703 -4.05491184   0.56221296
#> const      4.1151912 4.3274494 -1.78624430  10.07313249
#> exo1      -0.1601746 0.5042496 -0.81576704   0.50306994
#> exo2       0.2189174 0.3128986 -0.24849413   0.58931270
#> exo3      -4.7206196 0.3711834 -5.32115747  -4.24951446
#> 
#> $MMR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2168508 0.1543039  -0.4152418   0.01638613
#> lag1_var2  1.5186477 0.8760779   0.4008632   2.72204231
#> lag1_var3  2.2224062 1.5502843   0.2262533   4.32559854
#> lag1_var4 -1.2059475 1.5477102  -3.2985920   0.79427903
#> const      3.5118323 3.7433286  -2.4169428   8.06636606
#> exo1      -0.2060597 0.3886852  -0.7450250   0.29653068
#> exo2       0.7377825 0.2421314   0.3504009   0.99709546
#> exo3      -3.4238771 0.2582787  -3.8251001  -3.11992249
#> 
#> 
#> 
#> $MNE
#> $MNE$Sigma
#> $MNE$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001154675 0.0002884102 0.0008152738   0.00158912
#> 
#> $MNE$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03108103 0.009389791 -0.04505305  -0.01987883
#> Sigma[2,2]  2.17565720 0.625988532  1.40575069   3.08532590
#> 
#> $MNE$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01409825 0.003944872  0.009869789   0.01938517
#> Sigma[3,2] -1.12840717 0.279756474 -1.490955757  -0.79155168
#> Sigma[3,3]  0.84559476 0.205933158  0.614401024   1.17308107
#> 
#> $MNE$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.00179693 0.004454588 -0.008143538  0.003506521
#> Sigma[4,2] -0.06174724 0.203186896 -0.331471107  0.201319314
#> Sigma[4,3]  0.34503335 0.170138162  0.147086967  0.614532446
#> Sigma[4,4]  0.37887251 0.120789135  0.254638118  0.585573892
#> 
#> 
#> $MNE$A
#> $MNE$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.00475782 0.04782776  0.927376135   1.06044631
#> lag1_var2 -0.02525121 0.04461545 -0.080235119   0.04322747
#> lag1_var3 -0.05217173 0.09304209 -0.168485332   0.08988740
#> lag1_var4  0.04982773 0.07711194 -0.066569985   0.14935271
#> const      0.01613353 0.32412591 -0.474183587   0.48113838
#> exo1       0.03405855 0.03011543 -0.001397171   0.08255330
#> exo2      -0.20737985 0.03920078 -0.255679098  -0.14783371
#> exo3       0.06408044 0.01765144  0.038343902   0.08642534
#> 
#> $MNE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8927361  1.994679   -2.905107    2.4219535
#> lag1_var2  1.5488391  2.002013   -1.463184    3.7146519
#> lag1_var3  1.1941260  4.134527   -5.004996    5.6534466
#> lag1_var4 -1.0413193  3.432310   -4.845613    4.1098687
#> const     12.5100884 12.353654   -7.857449   25.5624651
#> exo1      -1.4659340  1.540760   -3.160989    0.7881378
#> exo2       3.3576423  1.800126    0.748566    5.7714375
#> exo3      -0.1839719  1.089420   -1.331258    1.4167556
#> 
#> $MNE$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.7020680  1.1122684  -0.9014907     1.980794
#> lag1_var2 -0.7315900  1.0318395  -1.9118159     0.832504
#> lag1_var3 -0.4442925  2.1374400  -2.8893899     2.787364
#> lag1_var4  1.2712070  1.7792387  -1.4152930     3.288173
#> const     -5.9509697 10.5417015 -20.7432786     7.956854
#> exo1       0.5162086  0.9928507  -0.9562036     1.699519
#> exo2      -5.9668258  1.4585373  -7.7236996    -3.710757
#> exo3       0.4039929  0.5895520  -0.4298773     1.227912
#> 
#> $MNE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2805432 0.6145306  -0.5056001    1.1716936
#> lag1_var2 -0.3534530 0.6192502  -1.1925599    0.4709371
#> lag1_var3 -0.6200120 1.2831212  -2.3721168    1.0752424
#> lag1_var4  1.5601367 1.0600667   0.1738836    3.0175031
#> const     -1.8084669 6.5636305 -12.0263834    6.1878376
#> exo1      -0.2480470 0.4393422  -0.7695172    0.4179907
#> exo2      -4.9560270 0.9237919  -6.1544512   -3.7422474
#> exo3       0.3683898 0.5222374  -0.2696736    0.9996052
#> 
#> 
#> 
#> $MNG
#> $MNG$Sigma
#> $MNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001951566 0.0004464949 0.001343077  0.002501328
#> 
#> $MNG$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007164568 0.004498887 -0.01353198 -0.001727393
#> Sigma[2,2]  0.713282457 0.080411578  0.61700789  0.827183965
#> 
#> $MNG$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00383321 0.006041931 -0.004369432   0.01153417
#> Sigma[3,2] -0.26352877 0.102621480 -0.411884784  -0.13847585
#> Sigma[3,3]  0.50206352 0.121541124  0.316515677   0.63808499
#> 
#> $MNG$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0004007116 0.004409114 -0.007414411  0.004520881
#> Sigma[4,2]  0.1824437552 0.085204388  0.059662806  0.302280034
#> Sigma[4,3]  0.3696344818 0.121727847  0.219630179  0.565660919
#> Sigma[4,4]  0.5187609902 0.146971614  0.374214160  0.759513370
#> 
#> 
#> $MNG$A
#> $MNG$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.018652421 0.01383499  1.00618424   1.04242765
#> lag1_var2 -0.009208974 0.09437106 -0.16968636   0.09454018
#> lag1_var3 -0.026913039 0.16047259 -0.30509018   0.14197535
#> lag1_var4  0.018548161 0.15908767 -0.14558295   0.29574775
#> const      0.094154642 0.40506774 -0.50163187   0.54706496
#> exo1      -0.022317138 0.05332089 -0.08628906   0.04313872
#> exo2      -0.122291955 0.08125713 -0.25239975  -0.04218451
#> exo3      -0.028552912 0.05305586 -0.08744976   0.06096022
#> 
#> $MNG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1687582 0.2844885  -0.2408984    0.5564379
#> lag1_var2 -0.3012460 1.4334594  -2.7348079    1.1824069
#> lag1_var3 -1.3132726 2.4462045  -5.5798473    1.0021988
#> lag1_var4  1.2197957 2.3664171  -0.9843244    5.3695827
#> const      4.9223410 6.2405546  -3.8060601   11.9245533
#> exo1      -0.9117432 0.6600737  -1.6965191    0.1536447
#> exo2      -1.2312851 1.5250947  -3.1568883    0.7330359
#> exo3       1.1047702 0.3837094   0.5653449    1.6488439
#> 
#> $MNG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1070488 0.1760821  -0.3545972   0.12390279
#> lag1_var2  3.1087278 1.1580911   1.5618608   4.80446436
#> lag1_var3  5.5405882 2.0150607   2.8287923   8.43725634
#> lag1_var4 -4.7512281 1.9988671  -7.6195649  -2.06022637
#> const     12.9386639 4.6025478   6.4802743  19.10524345
#> exo1      -0.9633826 0.6723010  -1.7217194   0.09326623
#> exo2       0.2891667 1.3581267  -1.7092672   1.63758774
#> exo3      -2.3805242 0.7093888  -3.2848852  -1.34413386
#> 
#> $MNG$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.002606299 0.1910812  -0.2344752    0.2738259
#> lag1_var2  2.793258301 1.2692779   1.0955233    4.5197091
#> lag1_var3  4.524870684 2.0770079   1.8985620    7.4724375
#> lag1_var4 -3.783017392 2.0352643  -6.6734844   -1.1893543
#> const     15.311238550 6.8707321   7.8363122   24.8757837
#> exo1      -1.608167908 0.8293158  -2.7300201   -0.5939628
#> exo2      -0.501832425 0.8454218  -1.7873041    0.3881317
#> exo3      -1.848872698 0.7641615  -2.9105846   -0.6798196
#> 
#> 
#> 
#> $MOZ
#> $MOZ$Sigma
#> $MOZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001575706 0.0004070304 0.001012965  0.002183931
#> 
#> $MOZ$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001913367 0.0008487364 -0.002960952 -0.0007511582
#> Sigma[2,2]  0.007491296 0.0015589218  0.005961512  0.0100687632
#> 
#> $MOZ$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001400842 0.002384220 -0.0002871906  0.005259207
#> Sigma[3,2] -0.011046311 0.005552038 -0.0210335277 -0.006130481
#> Sigma[3,3]  0.048905155 0.014364775  0.0331973821  0.070241419
#> 
#> $MOZ$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0001355407 0.002044168 -0.002098418  0.003106134
#> Sigma[4,2] -0.0055775046 0.004858756 -0.013923627 -0.001090717
#> Sigma[4,3]  0.0418665688 0.011438504  0.029066019  0.058723081
#> Sigma[4,4]  0.0389303930 0.009313817  0.029024444  0.053228933
#> 
#> 
#> $MOZ$A
#> $MOZ$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.994368245 0.01047844  0.97734733  1.005762679
#> lag1_var2  0.031767404 0.11043090 -0.09663776  0.177650779
#> lag1_var3  0.082292578 0.15591446 -0.10624798  0.327304068
#> lag1_var4 -0.084531428 0.15700447 -0.33166987  0.106027190
#> const      0.483495184 0.38572495  0.08375438  1.043440938
#> exo1       0.002223924 0.02687961 -0.03347445  0.039583218
#> exo2      -0.059761280 0.04349113 -0.12083940 -0.003646265
#> exo3      -0.050609244 0.05028312 -0.12466046  0.005198643
#> 
#> $MOZ$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.15087923 0.03228230  0.11539979   0.20204047
#> lag1_var2  0.29741364 0.20503483  0.08584024   0.56950077
#> lag1_var3 -0.38247971 0.29319785 -0.77257377  -0.01107071
#> lag1_var4  0.35831533 0.29765992 -0.01954465   0.75710661
#> const     -0.23946826 0.79008049 -1.13511365   0.94405619
#> exo1      -0.04650158 0.08688867 -0.17201628   0.06741419
#> exo2       0.28378132 0.07737565  0.15820491   0.36874902
#> exo3       0.29627747 0.14202828  0.13613761   0.52492612
#> 
#> $MOZ$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.23731376 0.07909636  -0.3289386  -0.11837545
#> lag1_var2  0.73183367 0.41402144   0.2429838   1.34689660
#> lag1_var3  1.17429809 0.74180972   0.1760388   2.16859821
#> lag1_var4 -0.17677681 0.75698017  -1.1837624   0.85437599
#> const      3.61881618 2.22365391   0.1782468   6.31609413
#> exo1      -0.05442365 0.12703531  -0.2058811   0.13370215
#> exo2      -0.87845332 0.15887241  -1.0607070  -0.64291218
#> exo3      -0.35433657 0.28058263  -0.8300509  -0.06521301
#> 
#> $MOZ$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.11542468 0.07807812  -0.1911434  0.005830570
#> lag1_var2  0.66252439 0.36526043   0.1294480  1.144768069
#> lag1_var3  0.48399099 0.58343455  -0.3117080  1.272816688
#> lag1_var4  0.51204375 0.59400261  -0.2835301  1.335879807
#> const      1.96629542 1.87654687  -0.8217575  4.103293574
#> exo1      -0.08913029 0.07829530  -0.1837840  0.007122863
#> exo2      -0.68921380 0.14718891  -0.8682594 -0.490594204
#> exo3      -0.13031730 0.22500782  -0.5056136  0.124473019
#> 
#> 
#> 
#> $MRT
#> $MRT$Sigma
#> $MRT$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001590765 0.0004755866 0.0009602256  0.002194064
#> 
#> $MRT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003521266 0.001355370 -0.005439118 -0.001943807
#> Sigma[2,2]  0.021345344 0.005396046  0.015004052  0.028910357
#> 
#> $MRT$Sigma$equation3
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0009152181 0.001216771 -0.0006900988  0.002443238
#> Sigma[3,2] -0.0159255465 0.006255610 -0.0255497983 -0.008172820
#> Sigma[3,3]  0.0409851803 0.007691357  0.0306042699  0.053010000
#> 
#> $MRT$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0007265385 0.001161966 -0.002479504  0.000691039
#> Sigma[4,2] -0.0070344846 0.005323495 -0.014900532 -0.000249430
#> Sigma[4,3]  0.0376586254 0.006219926  0.028780300  0.046384055
#> Sigma[4,4]  0.0385057308 0.005521678  0.031512462  0.046654362
#> 
#> 
#> $MRT$A
#> $MRT$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96710287 0.03159140  0.920211868  1.002590216
#> lag1_var2  0.05444159 0.06536935  0.003075875  0.163238221
#> lag1_var3  0.11106150 0.16940235 -0.028258747  0.393971599
#> lag1_var4 -0.10660726 0.16012230 -0.375191796  0.026217776
#> const      0.51277228 0.56052166 -0.204154575  1.279656317
#> exo1      -0.02237064 0.04153573 -0.076452135  0.032975343
#> exo2      -0.02879974 0.03770297 -0.063642778  0.030185846
#> exo3      -0.05899747 0.04764098 -0.133086545 -0.007730856
#> 
#> $MRT$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.21151979 0.1808689  0.023358234    0.4927265
#> lag1_var2  0.55614036 0.3404145  0.016495224    0.8901412
#> lag1_var3 -0.12718234 0.7065867 -1.200104686    0.5648225
#> lag1_var4  0.09719944 0.6600475 -0.545886945    1.1031369
#> const      0.50458046 1.9344085 -2.602943203    2.7866040
#> exo1       0.01923223 0.1411472 -0.159367504    0.2332980
#> exo2       0.51185456 0.1830516  0.323476387    0.7905687
#> exo3       0.32173487 0.2139325  0.004727559    0.5589481
#> 
#> $MRT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.44484626 0.1520536  -0.6536259 -0.276798667
#> lag1_var2  0.77302644 0.2988723   0.4296886  1.211910403
#> lag1_var3  1.76030910 0.6836874   1.0036064  2.764538136
#> lag1_var4 -0.70096218 0.6427845  -1.6480329 -0.007585658
#> const      2.76780161 1.5656701   1.0891456  5.208349969
#> exo1       0.00428795 0.1456804  -0.2104568  0.172382532
#> exo2      -0.47149407 0.1347058  -0.6078264 -0.267055793
#> exo3      -0.31728886 0.1474606  -0.4590439 -0.092396537
#> 
#> $MRT$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.39895606 0.1372518 -0.616904604   -0.2579299
#> lag1_var2  0.84437766 0.2892497  0.544070305    1.2985995
#> lag1_var3  1.25266769 0.6668315  0.662164653    2.3008600
#> lag1_var4 -0.15651829 0.6298966 -1.152237975    0.3901257
#> const      1.57007466 1.4857590  0.009915607    3.8371911
#> exo1       0.01874601 0.1511509 -0.142543135    0.2331036
#> exo2      -0.29776072 0.1458624 -0.483983477   -0.1007119
#> exo3      -0.21570136 0.1846045 -0.397308300    0.1036013
#> 
#> 
#> 
#> $MUS
#> $MUS$Sigma
#> $MUS$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000271181 5.908913e-05 0.0002018026 0.0003655564
#> 
#> $MUS$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001819399 0.0008536461 -0.002924439 -0.0006595888
#> Sigma[2,2]  0.133545502 0.0240456078  0.103271410  0.1677737277
#> 
#> $MUS$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003019936 0.001448187  0.0008133028  0.004814411
#> Sigma[3,2] -0.052671996 0.058063479 -0.1202106906  0.035894285
#> Sigma[3,3]  0.451502478 0.083846007  0.3681752564  0.585688052
#> 
#> $MUS$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.002151482 0.001593479 -6.460969e-05   0.00433263
#> Sigma[4,2] 0.026964202 0.065824666 -3.956528e-02   0.13256974
#> Sigma[4,3] 0.457246914 0.104809819  3.744210e-01   0.62884097
#> Sigma[4,4] 0.513752144 0.138166298  3.870027e-01   0.73531298
#> 
#> 
#> $MUS$A
#> $MUS$A$equation1
#>                   mean         sd 5% quantile  95% quantile
#> lag1_var1  0.994368977 0.01328490  0.97805738  1.0166541751
#> lag1_var2  0.008493603 0.04009775 -0.05749308  0.0571035859
#> lag1_var3  0.009190117 0.07459052 -0.11464288  0.0986799065
#> lag1_var4 -0.013554559 0.06980162 -0.09731288  0.1027328305
#> const      0.401515033 0.10653914  0.28040391  0.5649303552
#> exo1       0.011556475 0.01916912 -0.01882565  0.0347578251
#> exo2      -0.183067635 0.02062238 -0.21502052 -0.1584080494
#> exo3      -0.020462330 0.02337313 -0.05892111  0.0003383205
#> 
#> $MUS$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.69069539 0.3121989  -1.1507115   -0.3183198
#> lag1_var2  1.53614260 0.9467706   0.5945491    2.9858119
#> lag1_var3  1.35819015 1.7161240  -0.4385373    4.0131831
#> lag1_var4 -1.11198280 1.6119878  -3.6085523    0.5301213
#> const      3.38685270 1.5572362   1.1723972    5.3800271
#> exo1      -0.66327324 0.2877466  -0.9716756   -0.2789802
#> exo2       1.99436096 0.4748748   1.2265765    2.5582379
#> exo3      -0.06279377 0.5060422  -0.6685651    0.6345513
#> 
#> $MUS$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.001647972 0.7351456  -1.1342741    0.9971584
#> lag1_var2  1.965774941 1.8597068  -0.6050891    4.7925690
#> lag1_var3  4.260463660 3.4137975  -0.4505158    9.4471232
#> lag1_var4 -3.449571331 3.1752998  -8.2898867    0.9206140
#> const     10.672860874 6.1892316   2.7021755   18.1768447
#> exo1       0.373703796 1.1187167  -0.9319225    2.0036508
#> exo2      -4.461061219 0.5320231  -5.1405534   -3.7333255
#> exo3      -3.102262401 0.5445652  -3.9809861   -2.5082410
#> 
#> $MUS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.45389579 0.7213441  -1.6412950    0.3800314
#> lag1_var2  2.79167484 1.7060605   0.7841631    5.6424350
#> lag1_var3  4.94590541 3.1667293   1.2258494   10.2045039
#> lag1_var4 -3.95968419 2.9423631  -8.8545254   -0.5189986
#> const     11.99819276 7.0895052   2.6591207   20.2093892
#> exo1      -0.01391105 1.2442811  -1.5813228    1.6831961
#> exo2      -3.59463460 0.5049851  -4.2956777   -2.8403129
#> exo3      -3.40425265 0.4570902  -3.9821031   -2.7827730
#> 
#> 
#> 
#> $MWI
#> $MWI$Sigma
#> $MWI$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002256163 0.000591349 0.001562927  0.003177255
#> 
#> $MWI$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004372943 0.001527191 -0.006665175 -0.002913564
#> Sigma[2,2]  0.018510042 0.004671527  0.014108183  0.026050996
#> 
#> $MWI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002348736 0.003214704 -0.006848408  0.002244805
#> Sigma[3,2] -0.008095938 0.012472562 -0.024476249  0.009521821
#> Sigma[3,3]  0.230051372 0.081250641  0.151110107  0.369433154
#> 
#> $MWI$Sigma$equation4
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[4,1] -0.006136989 0.004440201 -0.01267916 -0.0002889858
#> Sigma[4,2]  0.006303243 0.015504553 -0.01305798  0.0295305370
#> Sigma[4,3]  0.236538626 0.080592943  0.15354824  0.3767434952
#> Sigma[4,4]  0.255052759 0.079093353  0.16892998  0.3925505359
#> 
#> 
#> $MWI$A
#> $MWI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00574949 0.04032434  0.94480042   1.05995040
#> lag1_var2 -0.04211419 0.13934370 -0.24086999   0.14180473
#> lag1_var3 -0.08188805 0.19691895 -0.35771085   0.16427027
#> lag1_var4  0.07672724 0.18949638 -0.16144853   0.34204161
#> const      0.19554704 0.48561643 -0.28533115   1.00736693
#> exo1       0.02037053 0.03398898 -0.01253193   0.07836985
#> exo2      -0.04825590 0.04946067 -0.10710836   0.02670841
#> exo3      -0.00787416 0.04127939 -0.06727360   0.05100640
#> 
#> $MWI$A$equation2
#>                  mean        sd   5% quantile 95% quantile
#> lag1_var1  0.01711468 0.1030759 -0.1119510303    0.1428399
#> lag1_var2  0.66861849 0.3780860  0.1969940410    1.1061666
#> lag1_var3  0.31813841 0.5824343 -0.4551701086    1.0433951
#> lag1_var4 -0.29635591 0.5569646 -0.9884927889    0.4451859
#> const      0.81452158 1.2045240 -0.7408837134    2.2994307
#> exo1      -0.10688951 0.1481502 -0.3017189458    0.1137684
#> exo2       0.79177652 0.1374202  0.6284275102    0.9883332
#> exo3       0.22780931 0.1560090 -0.0003389893    0.4062491
#> 
#> $MWI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5900328 0.3345741  -0.9654561  -0.07906231
#> lag1_var2  1.4916824 0.6751919   0.4386401   2.24618430
#> lag1_var3  1.3109243 1.3667946  -0.9215132   2.45669383
#> lag1_var4 -0.3085922 1.3240984  -1.4196116   1.85006990
#> const      6.5123077 6.4809408  -3.2147584  14.50749782
#> exo1      -0.4343453 0.5099919  -1.0117852   0.28968521
#> exo2      -0.2989755 0.3239983  -0.6895437   0.18333854
#> exo3      -0.1084446 0.2920462  -0.5306179   0.25839189
#> 
#> $MWI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.61912346 0.3086380  -0.9733090   -0.1709468
#> lag1_var2  1.72055406 0.5876390   0.9394223    2.5166515
#> lag1_var3  1.12686071 1.2316512  -0.8498860    2.2146359
#> lag1_var4 -0.08063017 1.1932879  -1.1336688    1.8279907
#> const      5.76405066 6.4806743  -4.0144020   13.5364357
#> exo1      -0.54091753 0.5613635  -1.2863421    0.2029998
#> exo2       0.26637364 0.3212000  -0.1235989    0.7177885
#> exo3       0.05308925 0.3132817  -0.3449532    0.4610747
#> 
#> 
#> 
#> $MYS
#> $MYS$Sigma
#> $MYS$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000713354 0.0001537539 0.0005258954 0.0009126896
#> 
#> $MYS$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003558024 0.001394734 -0.00551759 -0.002082573
#> Sigma[2,2]  0.064653188 0.023805169  0.04200646  0.103641957
#> 
#> $MYS$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003001844 0.001800251  0.001203268  0.005901132
#> Sigma[3,2] -0.052178942 0.030740915 -0.101287593 -0.022466160
#> Sigma[3,3]  0.155853508 0.047175366  0.103018013  0.227371533
#> 
#> $MYS$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0007969074 0.001314862 -0.0007179238  0.003058755
#> Sigma[4,2] -0.0126315379 0.017926275 -0.0416205019  0.006034898
#> Sigma[4,3]  0.1275657951 0.035267518  0.0855054275  0.173970304
#> Sigma[4,4]  0.1236315292 0.029626790  0.0869548698  0.168191116
#> 
#> 
#> $MYS$A
#> $MYS$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96488299 0.01218542  0.951549159  0.984752043
#> lag1_var2  0.07215975 0.04018173  0.004129075  0.108682166
#> lag1_var3  0.06834937 0.05378423 -0.020414505  0.131681707
#> lag1_var4 -0.06264218 0.05138026 -0.121619395  0.022911455
#> const      0.51108147 0.16996225  0.243125784  0.708653896
#> exo1       0.01357569 0.01709043 -0.013709357  0.030181723
#> exo2      -0.10187996 0.02681207 -0.136078978 -0.064491628
#> exo3      -0.04882344 0.03843029 -0.106738357 -0.007939724
#> 
#> $MYS$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.003805254 0.1447342  -0.2316174    0.1527286
#> lag1_var2  0.527894295 0.5906901  -0.0063720    1.4163206
#> lag1_var3 -0.070789423 0.8676876  -0.8865498    1.1799695
#> lag1_var4  0.083729967 0.8361733  -1.0884920    0.9001739
#> const      0.502044858 1.4795199  -0.9981409    2.9672479
#> exo1       0.093553953 0.1611226  -0.1506189    0.2781361
#> exo2       1.161635166 0.3178726   0.7741081    1.6227729
#> exo3       0.566992911 0.2582873   0.1524851    0.8876195
#> 
#> $MYS$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.51862176 0.2515562   0.1875094    0.8866362
#> lag1_var2 -0.62566273 0.5273448  -1.1739573    0.1807604
#> lag1_var3 -0.01121137 0.7714499  -0.9517458    1.1590075
#> lag1_var4  0.84937873 0.7111471  -0.2100687    1.7583630
#> const     -3.25147148 2.7387164  -6.3613286    0.1553578
#> exo1      -0.71322207 0.2673294  -1.0861625   -0.3545721
#> exo2      -1.20764317 0.4039489  -1.8639263   -0.8656100
#> exo3       0.38794543 0.5223297  -0.1222118    1.2053668
#> 
#> $MYS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5406905 0.2273755   0.2407023    0.8810760
#> lag1_var2 -0.5484159 0.5727360  -1.2903484    0.2026489
#> lag1_var3 -0.4508101 0.8267418  -1.4084489    0.8572657
#> lag1_var4  1.3134454 0.7781219   0.1076803    2.2237273
#> const     -4.4499260 2.8075028  -8.2825472   -1.0589951
#> exo1      -0.6764076 0.2900180  -1.0155227   -0.2078925
#> exo2      -0.4693351 0.3633040  -1.0284799   -0.1057591
#> exo3       0.7898867 0.5217701   0.3606324    1.7079852
#> 
#> 
#> 
#> $NAM
#> $NAM$Sigma
#> $NAM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006978178 9.325152e-05 0.0005701917 0.0008079929
#> 
#> $NAM$Sigma$equation2
#>                    mean        sd  5% quantile  95% quantile
#> Sigma[2,1] -0.004451085 0.0034496 -0.009533254 -0.0004040716
#> Sigma[2,2]  1.528884922 0.4201999  1.108559618  2.1693234690
#> 
#> $NAM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005239675 0.002790004  0.001721113  0.009242394
#> Sigma[3,2] -0.825580311 0.323414236 -1.335318327 -0.535234148
#> Sigma[3,3]  0.700467291 0.263522032  0.454986064  1.102884437
#> 
#> $NAM$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.003332729 0.00321447 -0.001491765  0.006824001
#> Sigma[4,2] 0.059308429 0.19411972 -0.185225740  0.316929204
#> Sigma[4,3] 0.285824797 0.13585050  0.120291233  0.460597237
#> Sigma[4,4] 0.400986119 0.09719052  0.269208068  0.527629612
#> 
#> 
#> $NAM$A
#> $NAM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97904592 0.02571182  0.94121992   1.01629363
#> lag1_var2  0.01156948 0.01780821 -0.01573690   0.03279118
#> lag1_var3  0.01998173 0.03119702 -0.02731751   0.05493429
#> lag1_var4 -0.01546711 0.02325602 -0.04040014   0.01991923
#> const      0.24931081 0.19536890  0.02071789   0.54045772
#> exo1      -0.01520289 0.02131790 -0.03831220   0.01782459
#> exo2      -0.09892991 0.02414605 -0.13074752  -0.06707853
#> exo3       0.01099292 0.02212776 -0.02614560   0.03366017
#> 
#> $NAM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6110340 1.1072008  -2.1059209    0.7930637
#> lag1_var2  1.4533176 0.7670885   0.4030639    2.4341237
#> lag1_var3  1.5296197 1.3312319  -0.1328975    3.2243670
#> lag1_var4 -1.2644952 1.0297918  -2.5768109   -0.1054955
#> const      7.5667770 9.5422041  -1.5905575   23.2451598
#> exo1       0.1239128 0.9964846  -1.1341019    1.4554299
#> exo2       0.7641168 1.1058895  -0.2195378    2.5333281
#> exo3       0.0937869 0.7625047  -1.1975953    0.7879731
#> 
#> $NAM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.65246477 0.6672429   0.6614232    2.4449324
#> lag1_var2 -0.90553532 0.4529593  -1.4776406   -0.3092947
#> lag1_var3 -0.62465133 0.8492497  -1.6936621    0.5430091
#> lag1_var4  1.06097377 0.6799554   0.1121770    1.9092519
#> const     -5.79840679 7.2885104 -17.1112366    2.0356916
#> exo1      -0.09874706 0.6215326  -1.1221063    0.5732384
#> exo2      -1.93158431 0.9885417  -3.2726927   -0.6646446
#> exo3      -0.09520268 0.5147205  -0.9814478    0.4672462
#> 
#> $NAM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.61513142 0.4395005   0.9674756   2.16237315
#> lag1_var2 -0.67392262 0.2556975  -0.9366756  -0.27518051
#> lag1_var3 -0.70564120 0.4225887  -1.1711137  -0.06674866
#> lag1_var4  1.24269609 0.3478098   0.7507446   1.67047364
#> const     -4.53985247 4.6245521  -9.7702698   1.37724431
#> exo1      -0.02312905 0.3496786  -0.4802648   0.53610743
#> exo2      -1.86851728 0.6301823  -2.5474697  -0.90381758
#> exo3      -0.04443434 0.5531899  -0.8612467   0.50430053
#> 
#> 
#> 
#> $NCL
#> $NCL$Sigma
#> $NCL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003604394 7.540345e-05 0.0002453226 0.0004636413
#> 
#> $NCL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001256194 0.001277586 -0.003054747 0.0001738894
#> Sigma[2,2]  0.159700050 0.036670253  0.124684452 0.2189408029
#> 
#> $NCL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002481332 0.001079232  0.001568931  0.004246031
#> Sigma[3,2] -0.047752341 0.021021294 -0.078804373 -0.021454369
#> Sigma[3,3]  0.108439850 0.018217667  0.083632826  0.130708874
#> 
#> $NCL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.001881106 0.001020754 0.0005247685  0.003354718
#> Sigma[4,2] 0.060213659 0.022561328 0.0350446642  0.090529075
#> Sigma[4,3] 0.088737252 0.018177398 0.0686582633  0.114203135
#> Sigma[4,4] 0.144000500 0.028478982 0.1128020649  0.191154215
#> 
#> 
#> $NCL$A
#> $NCL$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.967902865 0.028667234  0.92623623  1.000355229
#> lag1_var2  0.020296031 0.048036103 -0.03607124  0.093184234
#> lag1_var3  0.036839953 0.074763954 -0.05081052  0.150603007
#> lag1_var4 -0.031073066 0.066606528 -0.13165313  0.048451534
#> const      0.430637746 0.164190047  0.22200720  0.671354890
#> exo1      -0.008319621 0.009358217 -0.02041342  0.004907701
#> exo2      -0.036130287 0.014188689 -0.05339103 -0.014112797
#> exo3      -0.015242526 0.017204591 -0.04121085  0.007546362
#> 
#> $NCL$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05518256 0.3246034 -0.54155324    0.3348135
#> lag1_var2  0.52187159 0.5197503 -0.01458439    1.3221020
#> lag1_var3 -0.66955913 0.8004580 -1.56931145    0.5867303
#> lag1_var4  0.69740203 0.7262444 -0.43343780    1.4678039
#> const     -0.04962588 2.5186195 -2.66247946    4.1733415
#> exo1      -0.01565074 0.2578267 -0.26956054    0.4311721
#> exo2       3.30907400 0.1549931  3.08027997    3.4842637
#> exo3      -0.11383622 0.6175688 -0.97078551    0.6910707
#> 
#> $NCL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06043183 0.3109992  -0.4128468    0.4222341
#> lag1_var2  0.29936991 0.4973123  -0.4332007    0.8856886
#> lag1_var3  1.27558347 0.7554320   0.2035131    2.1828112
#> lag1_var4 -0.31990656 0.6803514  -1.1202103    0.6613849
#> const      2.24578660 2.3806862  -1.9152217    4.3976971
#> exo1       0.17250362 0.2597958  -0.2029867    0.4640526
#> exo2      -1.38282877 0.4081588  -1.9949585   -0.8976963
#> exo3      -0.08069197 0.4640479  -0.6277142    0.5382383
#> 
#> $NCL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1300860 0.4531618 -0.51877116   0.62528758
#> lag1_var2  0.2749599 0.7113173 -0.80869275   0.95350972
#> lag1_var3  0.2459990 1.1061182 -1.48087682   1.26926981
#> lag1_var4  0.7605521 0.9885026 -0.14990920   2.29660251
#> const      0.4564211 3.3923051 -4.84076006   4.46851218
#> exo1       0.1962874 0.3695176 -0.30572392   0.68819825
#> exo2       0.6485681 0.4360297  0.05902641   1.19005533
#> exo3      -0.2243943 0.2113605 -0.48774678   0.06786053
#> 
#> 
#> 
#> $NER
#> $NER$Sigma
#> $NER$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009689961 0.0002734478 0.0006930083  0.001428953
#> 
#> $NER$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0008059637 0.002856772 -0.003364352  0.003943685
#> Sigma[2,2] 0.1578504637 0.052488078  0.096344356  0.231514456
#> 
#> $NER$Sigma$equation3
#>                   mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.00581073 0.003658525 -0.01020704 -0.0008190002
#> Sigma[3,2] -0.14147852 0.053095310 -0.22457635 -0.0815766961
#> Sigma[3,3]  0.47665681 0.099805588  0.36222678  0.6147231530
#> 
#> $NER$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.005279722 0.002347347 -0.008867943 -0.002474828
#> Sigma[4,2] -0.017735426 0.034401841 -0.058429036  0.030708543
#> Sigma[4,3]  0.370451993 0.086704820  0.275242263  0.501136348
#> Sigma[4,4]  0.361489967 0.070283219  0.292397576  0.477756026
#> 
#> 
#> $NER$A
#> $NER$A$equation1
#>                    mean         sd  5% quantile 95% quantile
#> lag1_var1  1.010148e+00 0.01317007  0.992634069  1.028927268
#> lag1_var2 -1.475913e-03 0.12107189 -0.127687793  0.198506478
#> lag1_var3 -3.830398e-03 0.16208764 -0.174495374  0.256754206
#> lag1_var4  4.402832e-05 0.16289186 -0.262554515  0.170343979
#> const      1.028636e-01 0.37605920 -0.388741174  0.661957370
#> exo1       2.679684e-02 0.03261313 -0.004067556  0.083272412
#> exo2      -1.953042e-02 0.02794612 -0.065097377  0.009647351
#> exo3      -3.085590e-02 0.03277218 -0.082167715  0.003264837
#> 
#> $NER$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01044765 0.2100521  -0.2098154    0.3249281
#> lag1_var2 -0.77003870 1.5523725  -3.0045821    1.1610515
#> lag1_var3 -1.76957260 1.9746119  -4.6270022    0.4877758
#> lag1_var4  1.82824273 1.9792853  -0.4436989    4.6918731
#> const     -3.83888599 5.4076105 -12.9790142    1.0371811
#> exo1      -0.31257460 0.5009192  -0.7493779    0.5345670
#> exo2      -0.21426633 0.4096501  -0.7234000    0.3391779
#> exo3       0.46742102 0.6261501  -0.2917345    1.4468009
#> 
#> $NER$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2775370 0.2141460  -0.5587597  0.008773943
#> lag1_var2  1.5928797 1.7650666  -0.6491422  3.856377964
#> lag1_var3  2.5471138 2.1861000  -0.4929431  5.202103918
#> lag1_var4 -1.6207747 2.1796904  -4.2490401  1.411083379
#> const     11.3882363 5.6633323   5.2627951 20.350910650
#> exo1       0.3657977 0.6832426  -0.5480449  1.268158287
#> exo2      -0.5422610 0.6419214  -1.3265540  0.460743495
#> exo3      -0.5045684 0.8893856  -1.8212213  0.674859350
#> 
#> $NER$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2607071 0.1585015  -0.4504875   -0.0142824
#> lag1_var2  0.7144457 1.3211699  -0.8048859    2.7303471
#> lag1_var3  0.8045079 1.6406474  -1.3171186    3.2516756
#> lag1_var4  0.1763160 1.6330209  -2.2887766    2.2722944
#> const      7.1493753 4.2054749   1.7928496   13.1300707
#> exo1       0.1106613 0.5332344  -0.7006887    0.6884565
#> exo2      -0.7263722 0.4897518  -1.4253907   -0.1072425
#> exo3      -0.1484463 0.5753900  -0.6991088    0.7471914
#> 
#> 
#> 
#> $NGA
#> $NGA$Sigma
#> $NGA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009815017 0.0001937584 0.0007496908  0.001256583
#> 
#> $NGA$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002144572 0.001187418 -0.004028709 -0.0009684906
#> Sigma[2,2]  0.092272782 0.022629686  0.060397285  0.1204285291
#> 
#> $NGA$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002066018 0.00133181  0.0008599964  0.004180375
#> Sigma[3,2] -0.079500545 0.01823834 -0.1016395077 -0.052389611
#> Sigma[3,3]  0.080402874 0.01474050  0.0586784431  0.097026724
#> 
#> $NGA$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0007996805 0.0007321195  5.305053e-05  0.001933324
#> Sigma[4,2] -0.0262368783 0.0062256257 -3.378740e-02 -0.017420356
#> Sigma[4,3]  0.0350987379 0.0055868886  2.825623e-02  0.041747911
#> Sigma[4,4]  0.0205972826 0.0029907450  1.647582e-02  0.025092056
#> 
#> 
#> $NGA$A
#> $NGA$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  1.008032808 0.01284773  0.988187504   1.02495786
#> lag1_var2 -0.025824072 0.07368881 -0.117104524   0.06764880
#> lag1_var3  0.001066893 0.12370527 -0.164910754   0.16182528
#> lag1_var4 -0.006851429 0.12317369 -0.165878075   0.15854122
#> const      0.279677404 0.25266876 -0.008519419   0.70689301
#> exo1       0.020116758 0.02634172 -0.015513285   0.05364953
#> exo2      -0.048912320 0.02742556 -0.085083242  -0.00986427
#> exo3       0.022375871 0.03383519 -0.025357052   0.05367809
#> 
#> $NGA$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.005250792 0.1703700  -0.2975336    0.1838495
#> lag1_var2  0.382598140 0.9412136  -0.9129908    1.6321539
#> lag1_var3 -0.386868617 1.5970066  -2.5210686    1.8305139
#> lag1_var4  0.443125591 1.6015808  -1.7625637    2.6073876
#> const     -1.699025304 4.3772120  -8.4188727    2.3132995
#> exo1      -0.086584164 0.2431878  -0.4041583    0.2441225
#> exo2       1.083006269 0.2131862   0.7587783    1.3427149
#> exo3       0.383925326 0.3790407  -0.1527198    0.8473685
#> 
#> $NGA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04327653 0.1290613  -0.1690846    0.1745547
#> lag1_var2  0.87258761 0.7873332  -0.1457151    1.9465465
#> lag1_var3  2.02114706 1.3545069   0.2185668    3.8913410
#> lag1_var4 -1.10376433 1.3604071  -3.0127709    0.6799332
#> const      5.00200695 4.0672348   0.4468880   11.0863374
#> exo1       0.08009599 0.1727878  -0.1951773    0.2800908
#> exo2      -1.26279866 0.2282993  -1.5405594   -0.9551277
#> exo3      -0.05476156 0.3694892  -0.5230571    0.4704324
#> 
#> $NGA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.04697203 0.04925902 -0.11744588  0.006851281
#> lag1_var2  0.86953206 0.28029699  0.48820932  1.254721040
#> lag1_var3  1.39421878 0.50589778  0.69742543  2.042042902
#> lag1_var4 -0.42036759 0.51023400 -1.08775555  0.272756262
#> const      2.61438290 1.75564734  0.27335154  5.141918749
#> exo1       0.03021966 0.10972254 -0.15450900  0.144815794
#> exo2      -0.66537700 0.17722232 -0.90336985 -0.425971978
#> exo3       0.17606991 0.18098210 -0.07157278  0.444730235
#> 
#> 
#> 
#> $NIC
#> $NIC$Sigma
#> $NIC$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006301457 0.0001221448 0.0004712466 0.0007914825
#> 
#> $NIC$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0112751 0.002304125 -0.01427442 -0.008474402
#> Sigma[2,2]  0.4024388 0.067248062  0.30852602  0.492306380
#> 
#> $NIC$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009059306 0.002083892  0.006489302   0.01159983
#> Sigma[3,2] -0.279843528 0.060794576 -0.367529616  -0.20767199
#> Sigma[3,3]  0.228424421 0.056880567  0.169690858   0.31259450
#> 
#> $NIC$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002045591 0.0008683673  0.001056174  0.003390867
#> Sigma[4,2] -0.024979214 0.0264832905 -0.070379993 -0.001183695
#> Sigma[4,3]  0.053828712 0.0207952574  0.033170251  0.084166560
#> Sigma[4,4]  0.041064550 0.0099771340  0.028162043  0.056196776
#> 
#> 
#> $NIC$A
#> $NIC$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.984758362 0.03281082  0.93898055   1.03255146
#> lag1_var2 -0.009053661 0.03850890 -0.07056077   0.04104586
#> lag1_var3 -0.021416217 0.06470583 -0.12427563   0.06216171
#> lag1_var4  0.023211707 0.05937917 -0.05379655   0.11698034
#> const      0.243070151 0.30950338 -0.23430148   0.61990963
#> exo1      -0.001616078 0.01407590 -0.01897743   0.01741750
#> exo2      -0.051051211 0.02123453 -0.08228160  -0.02336638
#> exo3       0.063921622 0.01663119  0.03984951   0.08736528
#> 
#> $NIC$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1733127 0.3873668 -0.30691971   0.65628426
#> lag1_var2  1.2961546 0.4295875  0.62746829   1.81004292
#> lag1_var3  1.0296347 0.7885083 -0.24201234   1.98053082
#> lag1_var4 -1.1341557 0.7730405 -2.17705226   0.05237565
#> const      4.5665259 6.7823084 -2.91323762  14.51984577
#> exo1       0.8852275 0.4929697  0.26848927   1.59901918
#> exo2       0.7204508 0.5857427  0.01306464   1.48683797
#> exo3       0.1898478 0.4281750 -0.34054502   0.86633711
#> 
#> $NIC$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.3386490 0.3737105  -0.05671992   0.90775847
#> lag1_var2 -1.1469667 0.3915891  -1.68430579  -0.60011511
#> lag1_var3 -1.2358577 0.7342837  -2.13348044  -0.17869162
#> lag1_var4  2.1505178 0.7017033   1.14801909   3.00801653
#> const     -3.6122172 5.3891626 -11.57047740   2.23473766
#> exo1      -0.5207629 0.4113685  -1.03022354   0.03543329
#> exo2      -1.3286162 0.4383711  -1.96389075  -0.76754072
#> exo3      -0.2831296 0.2907542  -0.66234467   0.15828691
#> 
#> $NIC$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.49080820 0.2352791   0.2251445   0.85938678
#> lag1_var2 -0.75717365 0.2851778  -1.1807471  -0.41802163
#> lag1_var3 -1.26955945 0.4815385  -1.9713099  -0.65385417
#> lag1_var4  2.13378513 0.4310635   1.5743441   2.74737692
#> const     -2.70511979 1.9686583  -5.7274024  -0.22622742
#> exo1       0.05003638 0.1636763  -0.1277498   0.31084610
#> exo2      -0.92449418 0.2087315  -1.1668715  -0.60374193
#> exo3      -0.16856220 0.1548789  -0.3871389   0.01807498
#> 
#> 
#> 
#> $NLD
#> $NLD$Sigma
#> $NLD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002632381 5.047481e-05 0.0002132203 0.0003436404
#> 
#> $NLD$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006258119 0.001955428 -0.009088041 -0.003621601
#> Sigma[2,2]  0.601025099 0.112850286  0.460853795  0.749393673
#> 
#> $NLD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004587779 0.001560839  0.001986386  0.005643818
#> Sigma[3,2] -0.569902794 0.109088812 -0.712443813 -0.409799926
#> Sigma[3,3]  0.894363852 0.221354196  0.649880732  1.223812612
#> 
#> $NLD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.000637606 0.001307853 -0.001203859  0.002233748
#> Sigma[4,2] -0.201610492 0.101026363 -0.340414930 -0.066424645
#> Sigma[4,3]  0.558811749 0.185110653  0.376101606  0.864442657
#> Sigma[4,4]  0.449815944 0.137309437  0.323331134  0.684877801
#> 
#> 
#> $NLD$A
#> $NLD$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  1.009018922 0.014778085  0.986915570  1.027146788
#> lag1_var2 -0.035332773 0.031642657 -0.078156998  0.009112834
#> lag1_var3 -0.057318296 0.050554181 -0.129012362  0.010904362
#> lag1_var4  0.050916572 0.047121134 -0.011564288  0.119530560
#> const      0.175000227 0.154828803 -0.022001037  0.404735100
#> exo1       0.009114575 0.009788734 -0.002704177  0.023413997
#> exo2      -0.058108107 0.022403687 -0.088379683 -0.027897334
#> exo3       0.038785061 0.015338680  0.018033515  0.058962866
#> 
#> $NLD$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.63279717 0.4975549  -1.4862358   -0.1930809
#> lag1_var2  1.67950860 1.5466059   0.6570892    4.5935927
#> lag1_var3  1.23413331 2.5602592  -0.6617909    6.0312988
#> lag1_var4 -1.05878050 2.4235360  -5.5904365    0.8219664
#> const      6.45803248 5.6586945  -0.7183283   14.5915674
#> exo1      -0.01255481 0.5878352  -0.6632817    0.7725873
#> exo2       0.33666793 0.8287861  -0.4706257    1.5966450
#> exo3       0.61261606 0.7024193  -0.4401120    1.5290132
#> 
#> $NLD$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.00899253 0.4807001   0.3381660   1.61297019
#> lag1_var2 -1.14840724 1.7230049  -3.8415613   1.18759393
#> lag1_var3 -0.60077332 2.7944474  -4.9186957   3.32248301
#> lag1_var4  1.28027416 2.6417520  -2.3966576   5.38272951
#> const     -5.98607988 5.9867466 -13.6582632   2.80911041
#> exo1       0.08766102 0.6466461  -0.7898987   0.97283251
#> exo2      -0.94936710 0.8472831  -2.3130445   0.09689707
#> exo3      -1.02426842 0.6200174  -2.0151150  -0.36926982
#> 
#> $NLD$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.61073445 0.3828222   0.05354702   1.08497509
#> lag1_var2 -0.37837468 1.1582133  -1.61282561   1.55727769
#> lag1_var3 -0.27701280 1.8416112  -2.14225954   2.90498216
#> lag1_var4  1.09276874 1.7250691  -1.88827322   2.83970848
#> const     -3.52938817 4.4874391 -10.75825348   2.40146196
#> exo1       0.06517994 0.4222211  -0.57069032   0.64826280
#> exo2      -0.76723872 0.6666718  -1.70387389   0.12104838
#> exo3      -0.65602061 0.4791124  -1.26592295   0.02684593
#> 
#> 
#> 
#> $NOR
#> $NOR$Sigma
#> $NOR$Sigma$equation1
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0001399659 2.8336e-05 0.000104621 0.0001810261
#> 
#> $NOR$Sigma$equation2
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0009651164 0.0008285733 -0.002148995 -4.054656e-05
#> Sigma[2,2]  0.2386999829 0.0549554910  0.183382440  3.266380e-01
#> 
#> $NOR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003454721 0.001129852  0.001984443  0.004891205
#> Sigma[3,2] -0.216634226 0.068980054 -0.317651208 -0.128502103
#> Sigma[3,3]  0.471477713 0.121408323  0.294063848  0.642227396
#> 
#> $NOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002945804 0.001105062  0.001679437  0.004498034
#> Sigma[4,2] -0.065152871 0.054258097 -0.130130295  0.017834139
#> Sigma[4,3]  0.345355036 0.094029526  0.190013085  0.458389521
#> Sigma[4,4]  0.315958062 0.079577350  0.186157256  0.400592305
#> 
#> 
#> $NOR$A
#> $NOR$A$equation1
#>                   mean          sd   5% quantile 95% quantile
#> lag1_var1  0.990026214 0.010070975  0.9765566127  1.002902806
#> lag1_var2  0.001641191 0.029737681 -0.0328689701  0.036857182
#> lag1_var3 -0.013323697 0.047706565 -0.0692572632  0.041343878
#> lag1_var4  0.012607191 0.046036208 -0.0387156931  0.066628552
#> const      0.291772388 0.137278042  0.1010605288  0.495345473
#> exo1      -0.006351493 0.009021225 -0.0210867123  0.003095888
#> exo2      -0.028306737 0.017236107 -0.0507819849 -0.003064209
#> exo3       0.018231059 0.013232264 -0.0007852928  0.034518465
#> 
#> $NOR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2190251 0.3759079 -0.60461450   0.35080205
#> lag1_var2  2.3849728 1.0929154  0.67029705   3.79775339
#> lag1_var3  2.7617954 1.7019753 -0.03352128   4.79372884
#> lag1_var4 -2.7434403 1.6123325 -4.66761293  -0.07426434
#> const      6.2219592 4.5604711 -1.10644112  10.14817807
#> exo1      -0.4734356 0.4005510 -1.05392561   0.06512871
#> exo2       0.7741212 0.3693020  0.29465426   1.31020339
#> exo3       0.1105028 0.3377665 -0.30777461   0.61700089
#> 
#> $NOR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1213360 0.5050183  -0.5890618   0.69977941
#> lag1_var2 -0.7945488 1.8826234  -3.6156846   1.37668863
#> lag1_var3 -0.8755954 2.9484385  -5.3113114   2.40838834
#> lag1_var4  1.7903198 2.8424038  -1.3917053   6.08756423
#> const      0.6449433 7.0740099  -5.7669363  11.57465031
#> exo1       1.3768709 0.4826488   0.5467785   1.77282045
#> exo2      -0.8844000 0.6182945  -1.6792799  -0.05938721
#> exo3       1.8881729 0.8022751   0.6103732   2.82923215
#> 
#> $NOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01347579 0.4310713  -0.7403633    0.4191775
#> lag1_var2  0.44694380 1.5049240  -1.7167588    2.3697054
#> lag1_var3  0.43385366 2.3962714  -3.0547930    3.3953021
#> lag1_var4  0.51258689 2.3190864  -2.3479328    3.8811812
#> const      3.17004543 6.5687769  -3.3119307   14.4168802
#> exo1       1.09896830 0.3483288   0.5898410    1.5260750
#> exo2      -0.39901429 0.5537707  -1.1911313    0.2967395
#> exo3       2.05693325 0.6566999   1.0402833    2.8947407
#> 
#> 
#> 
#> $NPL
#> $NPL$Sigma
#> $NPL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003941736 9.243506e-05 0.0002927347 0.0005384678
#> 
#> $NPL$Sigma$equation2
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0006372268 0.0004554887 -0.001260865 -7.746462e-05
#> Sigma[2,2]  0.0215625656 0.0062499962  0.015520047  3.111214e-02
#> 
#> $NPL$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.000325642 0.0005414824 -0.0002503481  0.001123060
#> Sigma[3,2] -0.012636771 0.0056410225 -0.0215853261 -0.007107714
#> Sigma[3,3]  0.020241762 0.0059076508  0.0133484841  0.028746763
#> 
#> $NPL$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  6.107565e-05 0.0004272712 -0.0004994815 0.0006257777
#> Sigma[4,2] -4.008945e-03 0.0040939963 -0.0100167226 0.0016022160
#> Sigma[4,3]  1.657231e-02 0.0048902212  0.0117672060 0.0245392640
#> Sigma[4,4]  1.663559e-02 0.0043394431  0.0126151363 0.0242254306
#> 
#> 
#> $NPL$A
#> $NPL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.991685714 0.01761949  0.96419498   1.01481988
#> lag1_var2  0.017498775 0.04444126 -0.04446718   0.07667948
#> lag1_var3  0.036328760 0.08172599 -0.07197479   0.15955200
#> lag1_var4 -0.038724927 0.07935938 -0.15787919   0.06865542
#> const      0.306765627 0.20259234 -0.01280550   0.58652382
#> exo1       0.011750718 0.02226556 -0.02581339   0.03565797
#> exo2      -0.061955296 0.03319758 -0.10580803  -0.01580080
#> exo3      -0.008693702 0.02964622 -0.04942817   0.03166877
#> 
#> $NPL$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.22023436 0.09846422  0.06789046    0.3496689
#> lag1_var2  0.11775762 0.29392797 -0.31709031    0.5029154
#> lag1_var3 -0.43024658 0.58279478 -1.29118401    0.3736851
#> lag1_var4  0.50426251 0.56646848 -0.26251341    1.3490632
#> const     -0.65209455 0.93956596 -1.72351306    0.7702348
#> exo1      -0.04659828 0.12848223 -0.23848279    0.1249493
#> exo2       2.25855466 0.15638437  2.01481193    2.4680120
#> exo3       0.84001809 0.29600176  0.42927856    1.2226762
#> 
#> $NPL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09657850 0.1222639 -0.27633005   0.05093033
#> lag1_var2  0.46722602 0.3432147  0.01147953   0.96705134
#> lag1_var3  1.19898092 0.6241885  0.27214284   2.05309060
#> lag1_var4 -0.30253655 0.5961263 -1.12604723   0.57177276
#> const      2.34078879 0.7810578  1.56508456   3.68048946
#> exo1      -0.09100949 0.1287861 -0.23752889   0.10599601
#> exo2      -1.24084284 0.1560505 -1.40848976  -1.02134367
#> exo3      -0.46260509 0.3133792 -0.91339950  -0.06368598
#> 
#> $NPL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01991745 0.1101693 -0.15644649    0.1350452
#> lag1_var2  0.33159732 0.3435937 -0.16219478    0.7526251
#> lag1_var3  0.53823828 0.6278768 -0.37141025    1.2851070
#> lag1_var4  0.42710131 0.6024983 -0.30306483    1.2991550
#> const      0.64674471 0.6666394 -0.08569048    1.7250310
#> exo1      -0.12333072 0.1698465 -0.35062292    0.1194477
#> exo2      -0.37465078 0.1367331 -0.54705864   -0.1957754
#> exo3      -0.14318962 0.2291438 -0.47847575    0.1206836
#> 
#> 
#> 
#> $NZL
#> $NZL$Sigma
#> $NZL$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000201791 4.59791e-05 0.0001524986 0.0002682042
#> 
#> $NZL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004860117 0.001085508 -0.006202562 -0.003352937
#> Sigma[2,2]  0.352713774 0.054830775  0.295264314  0.445241251
#> 
#> $NZL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005712797 0.001177924  0.004010724  0.007320851
#> Sigma[3,2] -0.342043685 0.059737058 -0.430654518 -0.264901204
#> Sigma[3,3]  0.452087552 0.081409416  0.346647527  0.553286857
#> 
#> $NZL$Sigma$equation4
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00267385 0.0008611529  0.001818632  0.004053195
#> Sigma[4,2] -0.11439856 0.0511971658 -0.177091732 -0.040264075
#> Sigma[4,3]  0.23826080 0.0562336099  0.164441818  0.314157482
#> Sigma[4,4]  0.17226073 0.0437190648  0.117572436  0.226849911
#> 
#> 
#> $NZL$A
#> $NZL$A$equation1
#>                    mean          sd 5% quantile  95% quantile
#> lag1_var1  9.957625e-01 0.014923921  0.97414930  1.0133747407
#> lag1_var2 -1.296618e-05 0.023984664 -0.03016672  0.0333443890
#> lag1_var3 -2.200474e-03 0.035184138 -0.04789385  0.0463191013
#> lag1_var4  8.368959e-04 0.031058746 -0.04104809  0.0422818693
#> const      2.222215e-01 0.102212093  0.10004102  0.3850376602
#> exo1      -2.303674e-02 0.016115458 -0.04453621 -0.0007936005
#> exo2      -3.432144e-02 0.012342573 -0.04591979 -0.0137291993
#> exo3       3.242003e-02 0.009573633  0.02077906  0.0458965672
#> 
#> $NZL$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.38649902 0.4571983  -1.0999004    0.1652869
#> lag1_var2  0.96764435 0.8892910  -0.2138128    2.2580714
#> lag1_var3  0.13885015 1.3830695  -1.6144770    2.2834118
#> lag1_var4 -0.05573442 1.2878885  -2.0932653    1.5890019
#> const      4.85118360 5.2871581  -2.3262365   12.3387774
#> exo1       0.15744864 0.3043789  -0.2759626    0.5272887
#> exo2       0.24819549 0.7653078  -0.9701582    1.2595981
#> exo3      -0.94824079 0.4109722  -1.4724417   -0.3699513
#> 
#> $NZL$A$equation3
#>                    mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5516345595 0.6854536  -0.43353154    1.4696972
#> lag1_var2  0.0001466883 1.3021706  -1.55786205    1.7637200
#> lag1_var3  1.0521699829 1.9554271  -1.30628894    3.5978816
#> lag1_var4 -0.2123591552 1.7786734  -2.50449316    1.9154256
#> const     -2.7490032714 5.9774362 -11.52568838    4.8139821
#> exo1      -0.3665819895 0.4242280  -0.80608748    0.3324226
#> exo2      -0.6346174134 0.7752681  -1.50877112    0.5742118
#> exo3       1.0221888554 0.6436062   0.09561547    1.7849250
#> 
#> $NZL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3583685 0.4717297  -0.3700490   0.85032737
#> lag1_var2  0.2298212 0.9273042  -0.7750327   1.58274776
#> lag1_var3  0.5367306 1.3960228  -1.0050291   2.60605626
#> lag1_var4  0.3643503 1.2763326  -1.5423410   1.79990475
#> const     -1.4813406 3.9007983  -6.1633178   4.18525469
#> exo1      -0.2637098 0.3262494  -0.6189887   0.22480234
#> exo2      -0.4704421 0.3633679  -1.0310826  -0.06609457
#> exo3       0.3818159 0.4305396  -0.2479662   0.85137401
#> 
#> 
#> 
#> $OMN
#> $OMN$Sigma
#> $OMN$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.000658634 0.0001218732 0.000527571 0.0008563682
#> 
#> $OMN$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0008517354 0.0007312373 -0.001609619 0.0003335835
#> Sigma[2,2]  0.0448974925 0.0109575653  0.031534553 0.0611340452
#> 
#> $OMN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007899768 0.004498945  0.003644562   0.01527167
#> Sigma[3,2] -0.042308775 0.024358428 -0.084004180  -0.01426004
#> Sigma[3,3]  0.507806798 0.148508926  0.351684109   0.75050063
#> 
#> $OMN$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.00790987 0.004668565  0.00316968   0.01546514
#> Sigma[4,2] -0.01265715 0.022544750 -0.04802191   0.01424741
#> Sigma[4,3]  0.50528464 0.148761746  0.35505653   0.74464473
#> Sigma[4,4]  0.52395112 0.151134667  0.36455292   0.75992844
#> 
#> 
#> $OMN$A
#> $OMN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.981174432 0.02363191  0.95253541   1.01527763
#> lag1_var2 -0.008074654 0.06470478 -0.09774448   0.06332359
#> lag1_var3 -0.029234236 0.10414927 -0.17626771   0.08543486
#> lag1_var4  0.030243428 0.09950409 -0.07984484   0.17105192
#> const      0.399736507 0.30023658 -0.01933528   0.73854759
#> exo1       0.047129499 0.01975544  0.02330840   0.07570046
#> exo2      -0.064183345 0.03560406 -0.10973111  -0.01532972
#> exo3       0.002455066 0.02512541 -0.03320024   0.03358251
#> 
#> $OMN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03512824 0.1688476  -0.2482356    0.2065524
#> lag1_var2  1.08173956 0.4952529   0.3652611    1.7170959
#> lag1_var3  0.34613633 0.7039950  -0.6621050    1.2923345
#> lag1_var4 -0.37052945 0.6648576  -1.2644872    0.5814328
#> const      2.74010399 2.1199303  -0.1674989    5.8358484
#> exo1      -0.15278923 0.2006437  -0.4183101    0.1408437
#> exo2       1.07606072 0.1893973   0.8555842    1.3218958
#> exo3      -0.69511342 0.2240553  -1.0354086   -0.4041727
#> 
#> $OMN$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.32044847 0.6808546   0.5014683    2.3485581
#> lag1_var2  -4.87400989 1.6861929  -7.2130595   -2.3527116
#> lag1_var3  -6.91043995 2.5630802 -10.3465874   -3.0015350
#> lag1_var4   7.62661060 2.4302173   3.9063913   10.8603166
#> const     -14.31346834 9.1937571 -27.2108085   -2.5079114
#> exo1        0.53504424 0.6149460  -0.5323568    1.2173255
#> exo2       -4.21759348 0.9417765  -5.3275432   -2.7365953
#> exo3        0.04379949 0.6102449  -0.8056363    0.8521375
#> 
#> $OMN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.3649678 0.6564989   0.5729190    2.3797154
#> lag1_var2  -4.6825054 1.6399249  -7.0410502   -2.3071826
#> lag1_var3  -7.5090563 2.4534436 -10.8853411   -3.8683941
#> lag1_var4   8.2164474 2.3269531   4.7512446   11.3866127
#> const     -14.7410467 8.5381989 -26.3552424   -3.4999860
#> exo1        0.4719171 0.5613551  -0.5217051    1.0489528
#> exo2       -3.5820615 0.9673254  -4.6690259   -2.0148360
#> exo3       -0.4095799 0.6137291  -1.2690931    0.2533416
#> 
#> 
#> 
#> $PAK
#> $PAK$Sigma
#> $PAK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003526328 0.0001300359 0.0001904734 0.0005658505
#> 
#> $PAK$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002142533 0.00199896 -0.004584178 0.0007700138
#> Sigma[2,2]  0.464709460 0.13267222  0.310358126 0.6834387503
#> 
#> $PAK$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0004593746 0.001408159 -0.002481847  0.001456534
#> Sigma[3,2] -0.1821767153 0.080363655 -0.304417180 -0.074869731
#> Sigma[3,3]  0.2066130732 0.046657257  0.156919088  0.272279146
#> 
#> $PAK$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001612242 0.001732794 -0.003978581 0.0008333219
#> Sigma[4,2]  0.055797007 0.041934332 -0.006912138 0.1031395964
#> Sigma[4,3]  0.116381988 0.016968534  0.095295296 0.1428409135
#> Sigma[4,4]  0.148324232 0.022481466  0.123541026 0.1831941032
#> 
#> 
#> $PAK$A
#> $PAK$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97527357 0.01145631  0.96419280  0.993770426
#> lag1_var2  0.01935878 0.06455967 -0.08287461  0.097010491
#> lag1_var3  0.03582902 0.11885161 -0.14866884  0.179013415
#> lag1_var4 -0.02868121 0.11806746 -0.17383689  0.156178241
#> const      0.32134846 0.22067279 -0.07017027  0.514368899
#> exo1      -0.01644288 0.01362308 -0.03854944 -0.001221221
#> exo2      -0.05910295 0.01289782 -0.07885169 -0.042654144
#> exo3       0.01013961 0.01649349 -0.01285213  0.031813080
#> 
#> $PAK$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   0.8903695 0.6388486  -0.01983954    1.6944953
#> lag1_var2  -0.4982109 2.2134313  -3.50596560    2.6475484
#> lag1_var3  -2.5743154 4.1316206  -8.07464548    3.4342728
#> lag1_var4   2.3499949 4.0840918  -3.57300519    7.7770271
#> const     -11.4026529 8.0051436 -24.09521564   -4.2463717
#> exo1       -0.2897920 0.5027113  -1.03880997    0.2842951
#> exo2        1.7603754 0.7677496   0.68381660    2.8013530
#> exo3        0.5841664 0.5199590   0.11777820    1.4179231
#> 
#> $PAK$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07461407 0.2840056 -0.27261859    0.4567011
#> lag1_var2  1.16336409 0.8571944 -0.02333433    2.2209784
#> lag1_var3  2.98167340 1.5815658  0.66484901    4.8061767
#> lag1_var4 -2.16606623 1.5380296 -4.00627097    0.1267537
#> const      7.09950516 4.7204327  0.93213259   13.9837914
#> exo1      -0.14750396 0.2061662 -0.45025984    0.1415761
#> exo2      -0.85735043 0.4750684 -1.41906462   -0.1571931
#> exo3       0.55144405 0.1983504  0.30685650    0.8095330
#> 
#> $PAK$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.55500456 0.3106787   0.2383143   1.05184517
#> lag1_var2  0.72219546 1.0081960  -0.3897426   2.29904715
#> lag1_var3  1.30192208 1.8709570  -0.7201816   4.17844066
#> lag1_var4 -0.59111208 1.8230570  -3.4587550   1.42459819
#> const      0.11747021 5.6496116  -5.6066626   9.90504146
#> exo1      -0.30144115 0.3256228  -0.8537669   0.04477058
#> exo2       0.04385294 0.3402562  -0.3061437   0.57803401
#> exo3       0.91854729 0.4012849   0.4313722   1.46512219
#> 
#> 
#> 
#> $PAN
#> $PAN$Sigma
#> $PAN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006884857 0.0001738351 0.0004634523 0.0009267196
#> 
#> $PAN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007321852 0.002363204 -0.01076449 -0.004668945
#> Sigma[2,2]  0.279595660 0.039381581  0.22246758  0.336661636
#> 
#> $PAN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0009136244 0.002755075 -0.004303837  0.003264692
#> Sigma[3,2] -0.1230935762 0.060929996 -0.183673980 -0.031550744
#> Sigma[3,3]  0.3775904984 0.069295818  0.282303522  0.468247644
#> 
#> $PAN$Sigma$equation4
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[4,1] -0.005796783 0.003678736 -0.01110762 -0.0008769111
#> Sigma[4,2]  0.053602370 0.065235992 -0.02471372  0.1473511504
#> Sigma[4,3]  0.320499131 0.058934364  0.24525067  0.4074897811
#> Sigma[4,4]  0.376523944 0.075239099  0.28100706  0.4842929855
#> 
#> 
#> $PAN$A
#> $PAN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.02526022 0.01211307  1.00969538   1.04482128
#> lag1_var2 -0.05592013 0.03949311 -0.11769199  -0.01376342
#> lag1_var3 -0.09399706 0.06522439 -0.19833831  -0.02685728
#> lag1_var4  0.08160284 0.06216516  0.02080975   0.18192874
#> const      0.20403621 0.14832454  0.02568041   0.40452976
#> exo1       0.01952455 0.02811096 -0.01460507   0.05391917
#> exo2      -0.23551889 0.03969780 -0.29561643  -0.18993288
#> exo3       0.04200495 0.02924736  0.00292959   0.08448470
#> 
#> $PAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5636260 0.1251490  -0.7644663   -0.4214353
#> lag1_var2  1.5557368 0.5261707   1.0686166    2.3904994
#> lag1_var3  1.3840772 0.8256011   0.5497643    2.6814791
#> lag1_var4 -1.1787539 0.8212296  -2.4641433   -0.3054435
#> const      2.5024587 2.5571842  -1.3409641    5.1997784
#> exo1       0.1000692 0.4723978  -0.5462757    0.8133006
#> exo2       7.6006817 0.8373912   6.7214123    8.8447689
#> exo3      -0.4551343 0.7148095  -1.5460474    0.4736799
#> 
#> $PAN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1050092 0.3178191  0.68413422    1.5378507
#> lag1_var2  0.3009350 0.5677143 -0.51213842    1.0373825
#> lag1_var3  1.2808637 0.8808481  0.08667533    2.4687442
#> lag1_var4 -0.6972660 0.8451247 -1.78143168    0.4774815
#> const     -1.0820094 2.6222808 -4.49930311    2.5795918
#> exo1       0.8077502 0.4486154  0.24249976    1.3707954
#> exo2      -8.1823333 0.5630816 -9.00510571   -7.4565396
#> exo3       0.5596664 0.6695436 -0.42833331    1.4562082
#> 
#> $PAN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7969628 0.3371277   0.3779969    1.2659155
#> lag1_var2  0.9940042 0.5786163   0.1573058    1.8043233
#> lag1_var3  1.6988378 0.9195262   0.3746759    3.0413879
#> lag1_var4 -0.9748090 0.8535922  -2.2489255    0.1846346
#> const     -1.3285548 2.6269030  -4.2853034    2.7251385
#> exo1       0.9256394 0.4726059   0.1994854    1.4622018
#> exo2      -3.7567437 0.3011742  -4.1142045   -3.3150666
#> exo3       0.3080035 0.7352653  -0.5770847    1.4388651
#> 
#> 
#> 
#> $PER
#> $PER$Sigma
#> $PER$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006696857 0.0001200355 0.0005087882 0.0008407923
#> 
#> $PER$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003381866 0.001207782 -0.004964052 -0.001710896
#> Sigma[2,2]  0.121798423 0.034940428  0.081978847  0.177962397
#> 
#> $PER$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009535132 0.003181447  0.004935039   0.01349891
#> Sigma[3,2] -0.115347743 0.052198756 -0.195167231  -0.04065318
#> Sigma[3,3]  1.199628085 0.296526882  0.769339322   1.60860959
#> 
#> $PER$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007555729 0.003448368  0.002575287   0.01168472
#> Sigma[4,2] -0.028173131 0.056456082 -0.105321568   0.04629467
#> Sigma[4,3]  1.168332910 0.296812482  0.720663002   1.56403342
#> Sigma[4,4]  1.202136476 0.299548792  0.731053203   1.57413600
#> 
#> 
#> $PER$A
#> $PER$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96470968 0.01399843  0.947959587  0.986333075
#> lag1_var2  0.06617911 0.04562269  0.006009553  0.135019474
#> lag1_var3  0.08242142 0.06494567  0.008531280  0.177688728
#> lag1_var4 -0.07639559 0.06145276 -0.166325829 -0.007397261
#> const      0.47678842 0.13734995  0.305245717  0.678783535
#> exo1       0.02319707 0.01628341  0.004076417  0.045392587
#> exo2      -0.13489459 0.02091099 -0.156342571 -0.101249219
#> exo3       0.07543140 0.02993113  0.026676560  0.106214785
#> 
#> $PER$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0940122 0.1122859 -0.05710471    0.2424468
#> lag1_var2  0.9971519 0.4249607  0.38489664    1.5610960
#> lag1_var3  0.8735215 0.5379597  0.11690794    1.5362143
#> lag1_var4 -0.8895067 0.5123207 -1.52336751   -0.1664798
#> const      1.3473305 1.9908137 -0.78460915    4.7349544
#> exo1       0.1366866 0.3468111 -0.35451886    0.5812097
#> exo2       3.3769132 0.2227660  3.05634713    3.6606121
#> exo3      -0.2373324 0.3456857 -0.63590629    0.2637247
#> 
#> $PER$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1006599 0.8467825   -1.064355    1.0513203
#> lag1_var2 -0.9002090 2.4584312   -3.177163    2.9829261
#> lag1_var3 -1.9046939 3.5195018   -5.360516    3.8693846
#> lag1_var4  2.8052295 3.3336560   -2.673720    6.0524930
#> const      0.3637532 8.3631864  -10.089222   11.3999985
#> exo1      -0.2952389 1.0505035   -1.685918    0.9879332
#> exo2      -9.6380305 1.0579502  -10.824517   -7.8737286
#> exo3       0.2457133 1.8312057   -2.565540    2.3852505
#> 
#> $PER$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.18902441 0.8599397  -0.9390939     1.231465
#> lag1_var2 -0.58484406 2.4336918  -2.8763509     3.196530
#> lag1_var3 -1.89461887 3.5075062  -5.2795151     3.668272
#> lag1_var4  2.79928696 3.3238497  -2.4850728     5.965803
#> const     -0.48378500 8.3541168 -11.9523807     9.741209
#> exo1      -0.20113630 0.9801158  -1.4882836     1.108856
#> exo2      -7.58007767 1.1299634  -8.8585394    -5.800201
#> exo3       0.09409029 1.8138232  -2.6443368     2.217009
#> 
#> 
#> 
#> $PHL
#> $PHL$Sigma
#> $PHL$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003993293 8.58123e-05 0.0002761257 0.0005260142
#> 
#> $PHL$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001340578 0.0005553095 -0.001967738 -0.0004469909
#> Sigma[2,2]  0.041954812 0.0092738275  0.030057999  0.0552314185
#> 
#> $PHL$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0004752992 0.002524629 -0.001897967  0.004383812
#> Sigma[3,2] -0.0019723004 0.020767758 -0.034845913  0.017519158
#> Sigma[3,3]  0.2215919305 0.053646287  0.169631335  0.316861242
#> 
#> $PHL$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003808328 0.002630765 -0.002971831  0.003572074
#> Sigma[4,2]  0.0243792808 0.018780039 -0.003773767  0.046131880
#> Sigma[4,3]  0.2270434421 0.047481469  0.180778483  0.306296557
#> Sigma[4,4]  0.2492993847 0.044970507  0.197844027  0.314137966
#> 
#> 
#> $PHL$A
#> $PHL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.015199391 0.00955858  1.00148222  1.026506179
#> lag1_var2 -0.086724541 0.03737306 -0.14683860 -0.055544527
#> lag1_var3 -0.142234489 0.07231520 -0.24758455 -0.067621811
#> lag1_var4  0.135765195 0.06916182  0.06545635  0.237585714
#> const      0.047769692 0.13465242 -0.15354658  0.196780812
#> exo1      -0.005602055 0.01376602 -0.02456610  0.012099288
#> exo2      -0.155267101 0.01755113 -0.17819002 -0.131177438
#> exo3      -0.013937546 0.01891175 -0.04335584  0.003789212
#> 
#> $PHL$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.2980145 0.08704574 -0.408968658   -0.1732190
#> lag1_var2  1.0155497 0.43537311  0.426466085    1.5316618
#> lag1_var3  0.5501850 0.76687150 -0.527620830    1.5624278
#> lag1_var4 -0.4387889 0.75469679 -1.416524551    0.6272885
#> const      1.9716294 1.59513874  0.017997747    4.0643044
#> exo1       0.2297604 0.17724714  0.008957431    0.4883807
#> exo2       0.3055120 0.19235320 -0.027382036    0.4935750
#> exo3       1.2678442 0.18262736  1.027340361    1.5127695
#> 
#> $PHL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.66854481 0.2022204   0.4612800    0.9711827
#> lag1_var2  2.67707572 0.7460927   1.5920231    3.5199338
#> lag1_var3  3.18701886 1.3681459   1.2630588    4.8880114
#> lag1_var4 -2.70219717 1.3539270  -4.3763293   -0.8138825
#> const      9.50481445 3.8275691   4.8352514   13.8062216
#> exo1      -0.03878317 0.3627417  -0.5288857    0.4816241
#> exo2      -4.28090683 0.4263579  -5.0405838   -3.8668382
#> exo3      -1.44656607 0.5324117  -2.0212675   -0.6670461
#> 
#> $PHL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5102028 0.2533289   0.2617959   0.87834910
#> lag1_var2  3.1541802 0.9080791   1.7859034   4.19375597
#> lag1_var3  3.2294042 1.7240431   0.7801028   5.41757790
#> lag1_var4 -2.6707836 1.6977024  -4.8150579  -0.26127518
#> const      9.6194560 4.6259944   3.7736559  15.01608063
#> exo1       0.1030581 0.3789425  -0.4121665   0.63787392
#> exo2      -4.2043089 0.5086269  -5.1002546  -3.76639068
#> exo3      -0.7196123 0.5207318  -1.3180976   0.04916801
#> 
#> 
#> 
#> $PNG
#> $PNG$Sigma
#> $PNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001964708 0.0004662545 0.001443785  0.002670081
#> 
#> $PNG$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003766874 0.001488197 -0.005972077 -0.002278698
#> Sigma[2,2]  0.021466155 0.007326014  0.014070713  0.031894029
#> 
#> $PNG$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01146397 0.007604398 -0.02311504 -0.004275253
#> Sigma[3,2]  0.08310687 0.029914947  0.05515708  0.133606170
#> Sigma[3,3]  0.78410144 0.171163856  0.56399469  1.019819194
#> 
#> $PNG$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01414033 0.008415915 -0.02715320 -0.005875287
#> Sigma[4,2]  0.09778002 0.034077191  0.06597454  0.155046700
#> Sigma[4,3]  0.85183497 0.185532785  0.61134050  1.110150089
#> Sigma[4,4]  0.93013737 0.201792734  0.66647101  1.213726942
#> 
#> 
#> $PNG$A
#> $PNG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93722835 0.04263627  0.87860623   0.99079491
#> lag1_var2  0.17002788 0.16351153 -0.06684550   0.35879646
#> lag1_var3  0.31081348 0.27196433 -0.06730386   0.61102487
#> lag1_var4 -0.30459979 0.26661755 -0.59966664   0.06620789
#> const      1.18095505 0.72476049  0.32944784   2.21777113
#> exo1      -0.03715354 0.03089468 -0.08896509  -0.00650601
#> exo2      -0.05145256 0.05440247 -0.11831372   0.01874722
#> exo3      -0.04977838 0.03305108 -0.10436709  -0.01267695
#> 
#> $PNG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2322114 0.1478444  0.04735125    0.4514196
#> lag1_var2 -0.1396864 0.4922227 -0.68802463    0.6496097
#> lag1_var3 -1.2801576 0.7670625 -2.12338669   -0.1178547
#> lag1_var4  1.2533772 0.7519680  0.11339353    2.0826213
#> const     -2.8973274 2.5786314 -7.06583735   -0.1429652
#> exo1      -0.1033054 0.1493686 -0.31837621    0.1132446
#> exo2       0.1201266 0.1669598 -0.14076158    0.2924580
#> exo3       0.1788465 0.1355842  0.01741354    0.3863619
#> 
#> $PNG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3389227 0.6010858  -0.4068034    1.3013003
#> lag1_var2 -0.1327810 2.2293647  -3.5078385    2.8966269
#> lag1_var3 -1.1291033 3.5101489  -6.0617678    3.9932261
#> lag1_var4  2.0555362 3.4327091  -2.9541456    6.8841306
#> const     -7.3309289 9.5392146 -22.6365400    3.5894977
#> exo1      -0.9257542 0.5909819  -1.9060556   -0.1943136
#> exo2      -0.4852755 1.1259747  -2.1771868    0.8276749
#> exo3      -0.1792135 0.7892550  -1.3185661    0.9135085
#> 
#> $PNG$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1   0.51436518  0.6596715  -0.3503434    1.5419702
#> lag1_var2  -0.50058139  2.4720334  -4.1501696    2.9910560
#> lag1_var3  -2.40386779  3.9162038  -7.7846583    3.5165606
#> lag1_var4   3.32745361  3.8301509  -2.4634300    8.5949876
#> const     -10.77616180 10.4367378 -27.0532904    1.8471921
#> exo1       -1.00607367  0.6522124  -2.0848773   -0.2636241
#> exo2       -0.46279481  1.2504545  -2.3430607    0.9986131
#> exo3       -0.09851258  0.8585453  -1.3445948    1.0519889
#> 
#> 
#> 
#> $POL
#> $POL$Sigma
#> $POL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003218619 7.442961e-05 0.0002349619 0.0004448071
#> 
#> $POL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01790095 0.006689217 -0.02905226  -0.01114378
#> Sigma[2,2]  2.85104581 0.835714285  1.95766739   4.23941467
#> 
#> $POL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008665991 0.003271084  0.005462932   0.01429966
#> Sigma[3,2] -1.330392806 0.455647271 -2.063719613  -0.84243247
#> Sigma[3,3]  0.726389715 0.256015004  0.463107775   1.12210849
#> 
#> $POL$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001618124 0.0009403794 -0.002780648 -0.000149872
#> Sigma[4,2]  0.294189106 0.0869291501  0.186338975  0.422697773
#> Sigma[4,3] -0.015811171 0.0372320693 -0.068785385  0.029294933
#> Sigma[4,4]  0.171642255 0.0190379106  0.144293945  0.196060885
#> 
#> 
#> $POL$A
#> $POL$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.97630921 0.017187597  0.948672870   0.99371754
#> lag1_var2  0.02284742 0.029038496 -0.006156779   0.07051499
#> lag1_var3  0.04163260 0.053603803 -0.011871568   0.12885033
#> lag1_var4 -0.03789292 0.047714279 -0.114546471   0.01070619
#> const      0.46265917 0.157327165  0.259514574   0.66672618
#> exo1       0.01436220 0.008384167  0.001406735   0.02387113
#> exo2      -0.05661600 0.022583899 -0.088626192  -0.02668936
#> exo3       0.03432887 0.016337140  0.013322808   0.05413966
#> 
#> $POL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5099480  1.063829   -1.702973    1.0815030
#> lag1_var2  1.3796259  2.197078   -1.869176    3.7721448
#> lag1_var3  0.7263152  3.999608   -5.132165    5.0445886
#> lag1_var4 -0.5624222  3.592029   -4.417308    4.5496871
#> const      4.3411167 14.055408  -12.407836   21.7980825
#> exo1      -1.8392717  1.942136   -4.744667    0.6764545
#> exo2       0.4230902  2.199186   -2.867910    3.1710217
#> exo3      -0.6342312  1.629661   -2.755165    1.6378565
#> 
#> $POL$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.7013119 0.5654009  -0.18936079    1.3435386
#> lag1_var2 -0.6935134 1.2314398  -1.97976162    1.2672668
#> lag1_var3 -0.2068780 2.2518613  -2.57246877    3.3421618
#> lag1_var4  0.9197655 2.0118967  -2.19375118    3.0818135
#> const     -2.1961025 6.7879521 -11.06301100    6.2172537
#> exo1       1.1103839 0.9971265  -0.02883033    2.6587570
#> exo2      -0.7266295 1.1195461  -2.22766756    0.9400769
#> exo3       0.9070122 1.0470283  -0.55221586    2.3927036
#> 
#> $POL$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.4271958 0.3494187 -0.031249378    0.9950117
#> lag1_var2 -0.3040576 0.5115496 -1.086499433    0.3934126
#> lag1_var3 -0.4780268 0.9519184 -1.935917945    0.8245503
#> lag1_var4  1.3107125 0.8443093  0.150843049    2.5748281
#> const     -1.6206141 3.5829102 -6.365587672    2.9201273
#> exo1       0.1458615 0.3184480 -0.334897735    0.5409109
#> exo2      -0.5363825 0.4079539 -1.004326025    0.1317692
#> exo3       0.5566968 0.3604809  0.008198977    1.0016939
#> 
#> 
#> 
#> $PRI
#> $PRI$Sigma
#> $PRI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006474204 0.0001812766 0.0004102546 0.0008692866
#> 
#> $PRI$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007451537 0.003597902 -0.01207312 -0.002243143
#> Sigma[2,2]  1.216045738 0.173464478  1.04663744  1.502740546
#> 
#> $PRI$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.005757422 0.00372081  0.0007571222   0.01159057
#> Sigma[3,2] -0.623306351 0.19446709 -0.8715508344  -0.36119076
#> Sigma[3,3]  0.681809778 0.18996520  0.4233796802   0.94661319
#> 
#> $PRI$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002721078 0.003164282 -0.001362506  0.007586086
#> Sigma[4,2] -0.100539954 0.195679953 -0.388914985  0.147743840
#> Sigma[4,3]  0.481325230 0.156081593  0.256830852  0.666475155
#> Sigma[4,4]  0.519268349 0.135971882  0.328517788  0.698076869
#> 
#> 
#> $PRI$A
#> $PRI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.982626147 0.02774419  0.94293638  1.018197272
#> lag1_var2 -0.009376085 0.03940380 -0.05013007  0.048638774
#> lag1_var3 -0.025756765 0.09397312 -0.12741840  0.115230455
#> lag1_var4  0.028186001 0.08267330 -0.09550369  0.116319617
#> const      0.319754518 0.29134290 -0.15376517  0.631395743
#> exo1      -0.034294821 0.02314997 -0.06776700 -0.008366959
#> exo2      -0.030289427 0.01602137 -0.04592462 -0.004384371
#> exo3       0.012861615 0.02895071 -0.02826269  0.051261290
#> 
#> $PRI$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.8993968  0.8895616  -2.1689317    0.3167119
#> lag1_var2  2.1571672  1.3717265   0.5022768    4.1212456
#> lag1_var3  2.8036201  3.1015313  -1.0111493    7.1351414
#> lag1_var4 -2.3589661  2.7336959  -6.1786357    1.0373867
#> const      3.8407492 10.2562843  -8.3699152   17.4288867
#> exo1       0.3079633  0.9341263  -0.8912174    1.3877635
#> exo2       0.9093856  1.2594883  -1.0365009    2.4915772
#> exo3      -0.1269995  1.0401745  -1.5276615    1.3285029
#> 
#> $PRI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.69825779 0.5406116 -0.08104818   1.44337014
#> lag1_var2 -1.20107020 0.9213308 -2.39144667   0.08308369
#> lag1_var3 -1.67140280 2.1165015 -4.36836156   1.31864844
#> lag1_var4  2.27617731 1.8604121 -0.34851005   4.66850615
#> const      0.07694156 6.4963155 -7.78753739   9.65070145
#> exo1      -1.21536550 0.6810296 -2.08798484  -0.28034381
#> exo2      -0.97545514 0.6028781 -1.73941877  -0.10633345
#> exo3      -0.19894733 0.6876801 -1.09185794   0.80152265
#> 
#> $PRI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3465739 0.4426187  -0.2566189   0.95608604
#> lag1_var2 -0.6339797 0.6666557  -1.7344043   0.12594989
#> lag1_var3 -1.2750433 1.5027423  -3.6933844   0.46932170
#> lag1_var4  2.0882452 1.3385630   0.5314349   4.25654328
#> const      0.2548216 7.4281733  -7.3693981  11.89496884
#> exo1      -1.2209352 0.5614288  -2.0722740  -0.50495519
#> exo2      -0.6626234 0.4776743  -1.2679272  -0.01490251
#> exo3      -0.2496408 0.5013372  -0.7493465   0.52268186
#> 
#> 
#> 
#> $PRK
#> $PRK$Sigma
#> $PRK$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005502007 0.000125743 0.0004221744   0.00074275
#> 
#> $PRK$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.000711817 0.000244115 0.0004020431  0.001037171
#> Sigma[2,2] 0.004996090 0.001310296 0.0035642521  0.007156812
#> 
#> $PRK$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.003222199 0.001091980 -0.005041117 -0.002105559
#> Sigma[3,2] -0.006906204 0.002705610 -0.011027182 -0.003526946
#> Sigma[3,3]  0.059693267 0.009202869  0.045230080  0.069607394
#> 
#> $PRK$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002774950 0.001079181 -0.004496371 -0.0015390929
#> Sigma[4,2] -0.003507584 0.002165138 -0.006395886 -0.0004408828
#> Sigma[4,3]  0.056482249 0.008883232  0.042905451  0.0674573345
#> Sigma[4,4]  0.055666012 0.008899013  0.042806781  0.0674972975
#> 
#> 
#> $PRK$A
#> $PRK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.950362689 0.02564914  0.92291882   0.99071042
#> lag1_var2 -0.004101311 0.05773531 -0.05576075   0.08929126
#> lag1_var3 -0.074368143 0.06757190 -0.14434056   0.02776720
#> lag1_var4  0.086006090 0.07003586 -0.02254575   0.15212347
#> const      0.147830355 0.25037670 -0.24129222   0.47810877
#> exo1       0.021728096 0.02323124 -0.01046630   0.05200931
#> exo2      -0.046877061 0.02367544 -0.08574444  -0.01893685
#> exo3       0.022073069 0.03473554 -0.03194818   0.05869697
#> 
#> $PRK$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.15782694 0.06885599 -0.24183745  -0.07889536
#> lag1_var2  0.35856102 0.19854657  0.03013688   0.55553882
#> lag1_var3 -0.37903073 0.28303438 -0.81243332  -0.04633707
#> lag1_var4  0.44138185 0.27940583  0.11960885   0.88788497
#> const      0.13599662 0.56865500 -0.44794346   0.92296568
#> exo1      -0.06229062 0.09079905 -0.16430844   0.07309716
#> exo2       0.11978026 0.03877246  0.06455406   0.17087393
#> exo3       0.24411461 0.09454882  0.15784155   0.40120443
#> 
#> $PRK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4570616 0.2693331  0.05339605    0.7384129
#> lag1_var2  0.9070906 0.9172139 -0.41564257    2.0711308
#> lag1_var3  2.0148030 1.1665218  0.38385165    3.6005449
#> lag1_var4 -1.2268861 1.1913538 -2.85334233    0.4104495
#> const      4.6454177 3.1119635 -0.39709924    8.3037733
#> exo1      -0.1491659 0.2353501 -0.44217399    0.1995313
#> exo2      -1.4632385 0.1380338 -1.62030446   -1.2604794
#> exo3      -0.1979657 0.2452284 -0.45444575    0.2027866
#> 
#> $PRK$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.35513819 0.2348064  0.001163489    0.6191622
#> lag1_var2  0.88964573 0.9097399 -0.377455691    2.0332725
#> lag1_var3  1.36008108 1.1438419 -0.179904030    2.8304643
#> lag1_var4 -0.51135858 1.1724586 -2.072179023    1.0450003
#> const      3.33271399 2.9605786 -1.462300983    6.6830125
#> exo1      -0.20376069 0.2194044 -0.467475062    0.1282097
#> exo2      -1.41712494 0.1480414 -1.612057128   -1.1985039
#> exo3      -0.02056557 0.2081298 -0.247534436    0.3308708
#> 
#> 
#> 
#> $PRT
#> $PRT$Sigma
#> $PRT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003474132 7.606931e-05 0.0002654892 0.0004582691
#> 
#> $PRT$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009578172 0.001834023 -0.01203632 -0.007542435
#> Sigma[2,2]  0.904875537 0.184447690  0.68338000  1.167514611
#> 
#> $PRT$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009344383 0.002166044  0.007012141   0.01306298
#> Sigma[3,2] -0.776937195 0.175562286 -0.993856208  -0.55855167
#> Sigma[3,3]  0.939687324 0.198192005  0.681772168   1.22602903
#> 
#> $PRT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003849213 0.002184367  0.001568488  0.007601866
#> Sigma[4,2] -0.248578672 0.078251118 -0.361216875 -0.139721380
#> Sigma[4,3]  0.504556635 0.125977849  0.369749828  0.717468946
#> Sigma[4,4]  0.379575509 0.098766552  0.301333333  0.560166305
#> 
#> 
#> $PRT$A
#> $PRT$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  1.00479072 0.016317520  0.982155653   1.02741731
#> lag1_var2  0.02548768 0.030438834 -0.014279181   0.06454631
#> lag1_var3  0.04681559 0.049945633 -0.019713470   0.10994176
#> lag1_var4 -0.05251311 0.046849855 -0.111229036   0.01124196
#> const      0.25262142 0.228802477 -0.074839382   0.56418321
#> exo1       0.01070580 0.009312122 -0.003428559   0.02007331
#> exo2      -0.10889094 0.018839724 -0.129198212  -0.08105692
#> exo3       0.02875136 0.020667153  0.002474315   0.05802605
#> 
#> $PRT$A$equation2
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1871852035  1.0932481  -1.4260509    1.7004535
#> lag1_var2 -3.2947303582  2.0351035  -5.4565000    0.1833108
#> lag1_var3 -7.0904948834  3.3473905 -10.6360355   -1.3478487
#> lag1_var4  7.0965954207  3.0560372   1.8494254   10.2802400
#> const     -4.7584735214 11.9635019 -21.9251754   10.6384106
#> exo1      -1.6019217584  1.0251798  -2.3881472    0.2002850
#> exo2       0.6648480662  1.0190840  -1.0490177    1.7013924
#> exo3       0.0000160266  0.5149587  -0.6164784    0.7958245
#> 
#> $PRT$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.7964495  1.0813510  -0.6682153   2.26879885
#> lag1_var2  1.8280460  1.6450813  -0.5955143   4.07302059
#> lag1_var3  4.1191633  2.6847799   0.1859260   7.81156923
#> lag1_var4 -3.4223948  2.4342082  -6.7863632   0.09320599
#> const     -2.2133739 14.0788785 -21.6175220  16.19013243
#> exo1       1.2633512  0.7346668   0.1038557   2.18165441
#> exo2      -2.2013544  1.0802172  -3.3454176  -0.56603784
#> exo3      -0.7038583  0.6882100  -1.5628673   0.33064210
#> 
#> $PRT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9925138 0.4943832   0.4073553    1.7660568
#> lag1_var2 -0.5731692 0.6203318  -1.3440485    0.4176891
#> lag1_var3 -0.8290283 1.0161369  -2.0722381    0.8058523
#> lag1_var4  1.5338371 0.9478984   0.0219267    2.6966253
#> const     -7.4452277 7.8281637 -18.3612642    1.9558566
#> exo1       0.3183198 0.3204573  -0.1045826    0.7947089
#> exo2      -1.9397480 0.6266215  -2.6572049   -1.1203789
#> exo3      -0.7607961 0.6790560  -1.5728798    0.2470945
#> 
#> 
#> 
#> $PRY
#> $PRY$Sigma
#> $PRY$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007627735 0.000147384 0.0006087653  0.000969579
#> 
#> $PRY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01129957 0.005483772 -0.01655769 -0.002833348
#> Sigma[2,2]  1.41255356 0.423722374  1.01461544  2.081648270
#> 
#> $PRY$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0005980316 0.005034896 -0.006788874  0.006664108
#> Sigma[3,2] -0.9000792404 0.244614044 -1.329028762 -0.641570589
#> Sigma[3,3]  1.8389223500 0.546539809  1.347767758  2.728509431
#> 
#> $PRY$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.008812897 0.005744962 -0.01687839 -0.001700566
#> Sigma[4,2]  0.088439816 0.219899262 -0.15149801  0.466152889
#> Sigma[4,3]  1.282104375 0.425611603  0.89260132  1.942917191
#> Sigma[4,4]  1.421535038 0.465369190  1.00212659  2.186418826
#> 
#> 
#> $PRY$A
#> $PRY$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99623658 0.01537049  0.98005402   1.02075312
#> lag1_var2  0.01118961 0.04766545 -0.06389633   0.06376718
#> lag1_var3  0.01600500 0.06726576 -0.09040163   0.08968945
#> lag1_var4 -0.01818399 0.06521773 -0.09417237   0.08240297
#> const      0.27059007 0.17731049  0.05071555   0.56128773
#> exo1       0.01154707 0.02136646 -0.02295135   0.03310331
#> exo2      -0.03428573 0.03420535 -0.07622773   0.01152894
#> exo3       0.01214940 0.02855428 -0.02305799   0.05389691
#> 
#> $PRY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3447398 0.7917991  -1.5083244    0.6960372
#> lag1_var2  1.3356317 2.1663621  -1.2692854    4.5778927
#> lag1_var3  1.5383015 3.0992816  -2.3539395    6.2530007
#> lag1_var4 -1.3777618 2.9263291  -5.7001544    2.2574043
#> const      1.1151892 4.8849511  -4.7581009    8.1172408
#> exo1      -0.1203648 1.3087788  -1.5379407    1.8236241
#> exo2       1.5485987 1.0656454   0.2972210    3.1232860
#> exo3       1.8786516 1.2558981   0.5141086    3.5798175
#> 
#> $PRY$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.28833071 0.6418929    0.263823    2.0112916
#> lag1_var2  1.47546064 1.9019247   -1.065135    4.1709738
#> lag1_var3  2.33158830 2.7250406   -1.142603    6.2634659
#> lag1_var4 -1.91352541 2.6780135   -5.894153    1.5309778
#> const      6.75092973 7.8996555   -6.394111   15.6938073
#> exo1      -0.07055874 1.2828245   -2.148465    1.5217710
#> exo2      -1.96436793 1.3943202   -3.257009    0.3299033
#> exo3      -0.18608305 1.8328646   -2.382473    2.3494398
#> 
#> $PRY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1107253 0.6435406   0.3245117     1.961425
#> lag1_var2  2.1635827 1.7864024  -0.3911482     4.236847
#> lag1_var3  3.0525202 2.5908430  -0.6923906     6.015568
#> lag1_var4 -2.5229866 2.5431376  -5.5726248     1.079970
#> const      6.0491174 7.9175065  -6.2029240    15.248458
#> exo1      -0.1672500 0.8843834  -1.1113167     1.275415
#> exo2      -0.9472745 1.5246889  -2.9090514     1.269864
#> exo3       1.2177844 1.4474783  -0.6753169     3.321652
#> 
#> 
#> 
#> $PSE
#> $PSE$Sigma
#> $PSE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004294238 0.001534983 0.002613125  0.006667188
#> 
#> $PSE$Sigma$equation2
#>                 mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.102715 0.02585055  -0.1311225  -0.06390261
#> Sigma[2,2]  7.458869 2.00001966   4.9780821  10.30364811
#> 
#> $PSE$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05189289 0.01417462  0.03183704   0.06865667
#> Sigma[3,2] -4.35077118 1.07334792 -5.79855992  -2.95634745
#> Sigma[3,3]  2.80153393 0.60038513  1.99229534   3.57163693
#> 
#> $PSE$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01541083 0.008158289  0.006390575   0.02656009
#> Sigma[4,2] -1.76528296 0.368456898 -2.186830732  -1.21646082
#> Sigma[4,3]  1.36374827 0.234038865  1.004527519   1.61050156
#> Sigma[4,4]  0.84665984 0.126418637  0.643713737   0.99807369
#> 
#> 
#> $PSE$A
#> $PSE$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.912185918 0.04735680  0.85046575   0.98302979
#> lag1_var2  0.053619094 0.02575453  0.01615424   0.08715005
#> lag1_var3  0.120207532 0.05949493  0.03318490   0.19872106
#> lag1_var4 -0.086539376 0.04261875 -0.14224149  -0.02274921
#> const      0.591881355 0.53385662 -0.19719602   1.19985095
#> exo1       0.004503875 0.09158954 -0.13889538   0.10269930
#> exo2      -0.108285248 0.05138423 -0.19297579  -0.05017096
#> exo3       0.022645272 0.05281095 -0.04125429   0.09670871
#> 
#> $PSE$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   2.77746747  2.324992  -0.7985707    5.3678309
#> lag1_var2  -1.35675528  1.434947  -3.6283906    0.3278824
#> lag1_var3  -5.34537295  3.498053 -10.9138697   -1.4286866
#> lag1_var4   4.13575697  2.438642   1.4855048    7.9248786
#> const     -10.63599735 33.198578 -51.6116415   41.1377670
#> exo1        4.00258558  3.171790   0.5900431    9.0406014
#> exo2       -0.88262985  2.077786  -4.3995709    1.3881571
#> exo3       -0.07691942  1.963096  -3.3779734    2.0061386
#> 
#> $PSE$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.334631  1.1868220  -2.6821890    0.4288907
#> lag1_var2  1.195701  0.7447667   0.3519018    2.2598687
#> lag1_var3  3.587961  1.8445917   1.6464655    6.2868171
#> lag1_var4 -2.049869  1.2688802  -3.8786912   -0.6387590
#> const      5.995305 20.6802236 -23.0650908   35.4764453
#> exo1      -2.251730  1.7852790  -4.8939954   -0.2993200
#> exo2      -2.400683  1.2642195  -3.7468162   -0.3826711
#> exo3       1.005185  1.2824935  -0.7903965    2.7331498
#> 
#> $PSE$A$equation4
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.38131422  0.4846413  -1.12387054    0.2002903
#> lag1_var2  0.49158975  0.3154718   0.01572329    0.8887419
#> lag1_var3  0.97877814  0.7803104  -0.15460322    1.9838198
#> lag1_var4  0.19864573  0.5207813  -0.42862369    0.9940013
#> const     -0.04168416 10.5561958 -12.68987880   17.0094102
#> exo1      -0.86306249  0.8838085  -2.06074286    0.2599174
#> exo2      -3.66187607  0.7406534  -4.56310085   -2.5006562
#> exo3       1.37133690  0.9211357  -0.13192648    2.3002874
#> 
#> 
#> 
#> $PYF
#> $PYF$Sigma
#> $PYF$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004073098 9.027706e-05 0.0003055438 0.0005511309
#> 
#> $PYF$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002286336 0.0006251669 -0.003014379 -0.001528347
#> Sigma[2,2]  0.021269944 0.0051342264  0.013247301  0.027135940
#> 
#> $PYF$Sigma$equation3
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0004414407 0.0005603555 -0.0003927352  0.001165902
#> Sigma[3,2] -0.0079783599 0.0035335935 -0.0118944629 -0.002555990
#> Sigma[3,3]  0.0275223552 0.0045965521  0.0211650563  0.032317453
#> 
#> $PYF$Sigma$equation4
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[4,1] -0.0009847242 0.0003390957 -0.0015388311 -0.0006094013
#> Sigma[4,2]  0.0046039531 0.0025756149  0.0007365574  0.0077413857
#> Sigma[4,3]  0.0262511966 0.0058330746  0.0192311611  0.0348560156
#> Sigma[4,4]  0.0329770726 0.0069334917  0.0251995461  0.0433784881
#> 
#> 
#> $PYF$A
#> $PYF$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.993198572 0.02931338  0.95177883   1.03415747
#> lag1_var2 -0.003007564 0.04249453 -0.06685261   0.05075171
#> lag1_var3  0.003419674 0.06952683 -0.09575986   0.09712775
#> lag1_var4 -0.004739984 0.06177985 -0.08791955   0.08296132
#> const      0.291348765 0.23096447 -0.04013342   0.61474941
#> exo1      -0.008947182 0.01550308 -0.02950288   0.01064210
#> exo2      -0.083449681 0.02087138 -0.11479322  -0.05973599
#> exo3       0.014932913 0.03092070 -0.02321810   0.05449262
#> 
#> $PYF$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.01581624 0.20283511 -0.33752414    0.1836583
#> lag1_var2  0.78647619 0.35212567  0.38957996    1.3368126
#> lag1_var3  0.31250592 0.62686798 -0.41521391    1.2801121
#> lag1_var4 -0.25855871 0.56289742 -1.12259559    0.3995870
#> const      1.90167341 1.13031998  0.61422716    3.6996498
#> exo1       0.05815023 0.09477712 -0.07670663    0.1779137
#> exo2       1.18821690 0.13575100  1.03958966    1.3774239
#> exo3       0.04319031 0.18395834 -0.18348217    0.2943687
#> 
#> $PYF$A$equation3
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0714833504 0.1287758 -0.22978592    0.1166939
#> lag1_var2  0.3302238473 0.2634330 -0.01064755    0.6879830
#> lag1_var3  0.8085395559 0.4585657  0.18183903    1.3852826
#> lag1_var4  0.1203012653 0.4117700 -0.39926421    0.6738669
#> const      0.3976757108 1.2037675 -1.29571058    1.9708922
#> exo1       0.0006034637 0.1065286 -0.13104972    0.1643632
#> exo2      -1.0157305420 0.1436507 -1.19795517   -0.8149924
#> exo3      -0.0531041793 0.1516574 -0.21107928    0.1908773
#> 
#> $PYF$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.11708223 0.1618914  -0.2979376    0.1430766
#> lag1_var2  0.46379116 0.2040870   0.1557788    0.6990669
#> lag1_var3  0.39211768 0.3710632  -0.1677484    0.8233348
#> lag1_var4  0.60909679 0.3316652   0.2160176    1.1022081
#> const     -0.36512720 1.8471725  -2.9293506    2.1403398
#> exo1       0.03927415 0.1254701  -0.1382732    0.2236592
#> exo2      -0.40052875 0.1733101  -0.6020355   -0.1629708
#> exo3      -0.03009796 0.2080179  -0.3360417    0.1958206
#> 
#> 
#> 
#> $QAT
#> $QAT$Sigma
#> $QAT$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003971675 0.001172296 0.002759666  0.005754443
#> 
#> $QAT$Sigma$equation2
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0007941071 0.001129479 -0.0006904423  0.002362597
#> Sigma[2,2] 0.0105690901 0.003393955  0.0066258877  0.015764350
#> 
#> $QAT$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003875996 0.005555216 -0.005335223  0.009327835
#> Sigma[3,2] -0.026542279 0.014290720 -0.050093793 -0.010494594
#> Sigma[3,3]  0.248651438 0.063239319  0.175216091  0.336403441
#> 
#> $QAT$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.004643244 0.005143682 -0.00358213  0.009731946
#> Sigma[4,2] -0.016970657 0.012323826 -0.03636583 -0.002640799
#> Sigma[4,3]  0.226445993 0.056283154  0.16155047  0.312758007
#> Sigma[4,4]  0.213285404 0.052269303  0.15422417  0.298012855
#> 
#> 
#> $QAT$A
#> $QAT$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.00508497 0.02777554  0.971743457   1.04503389
#> lag1_var2 -0.13840439 0.19171355 -0.417190081   0.11503629
#> lag1_var3 -0.26686450 0.24048756 -0.606484633   0.04072717
#> lag1_var4  0.26907608 0.24216609 -0.040528536   0.61207816
#> const     -0.29158544 0.44934819 -0.806152139   0.23262433
#> exo1       0.07019937 0.04835010  0.004175749   0.13780145
#> exo2      -0.04286124 0.06362604 -0.125501415   0.04825989
#> exo3       0.02509193 0.03925221 -0.029876108   0.07191266
#> 
#> $QAT$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09725696 0.05821212 -0.17060049  -0.01560539
#> lag1_var2  0.81037287 0.34745265  0.30916641   1.20811154
#> lag1_var3  0.09304297 0.48043885 -0.59556168   0.67985079
#> lag1_var4 -0.09088662 0.48027497 -0.66531625   0.59493667
#> const      2.36876388 0.77163340  1.55144849   3.64803101
#> exo1      -0.15331451 0.10085354 -0.30452915  -0.02331058
#> exo2       0.07571356 0.11214375 -0.07803451   0.23874162
#> exo3      -0.03416297 0.07765192 -0.14449510   0.05949979
#> 
#> $QAT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7381039 0.2412185   0.3984186   1.04744740
#> lag1_var2 -0.9113083 1.1348979  -2.6203900   0.44699148
#> lag1_var3 -0.5953308 1.7089852  -3.1762512   1.53442452
#> lag1_var4  1.4281325 1.7058500  -0.6772661   4.02219765
#> const     -4.2574125 2.8610618  -7.4351975  -0.02759103
#> exo1       0.6988070 0.5151990   0.1227479   1.48863474
#> exo2      -0.3511738 0.4670925  -1.1009050   0.09621659
#> exo3       0.1654074 0.3409225  -0.2376545   0.69029697
#> 
#> $QAT$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.6599723 0.2146428  0.378333376    0.9595052
#> lag1_var2 -0.4852271 0.9689835 -2.039795414    0.7003333
#> lag1_var3 -0.8742741 1.4803063 -3.246134969    0.8701901
#> lag1_var4  1.7181772 1.4770083  0.003797668    4.0845389
#> const     -3.1687049 2.5212080 -6.450313708    0.3367746
#> exo1       0.5676681 0.4824886  0.006512926    1.3131104
#> exo2      -0.2904940 0.4191431 -0.954967804    0.1491235
#> exo3       0.1257349 0.3029451 -0.196106604    0.6198177
#> 
#> 
#> 
#> $ROU
#> $ROU$Sigma
#> $ROU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001557758 0.0002425339 0.001318269  0.001915071
#> 
#> $ROU$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00114376 0.004967132 -0.006917879  0.007309299
#> Sigma[2,2]  0.35768716 0.102923471  0.240077651  0.495718783
#> 
#> $ROU$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01237364 0.009456589  -0.0270342 -0.001197135
#> Sigma[3,2] -0.36537166 0.173711672  -0.6578262 -0.174538206
#> Sigma[3,3]  1.54912171 0.287748271   1.2457519  1.950263515
#> 
#> $ROU$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01363867 0.007404115 -0.02479025 -0.004015356
#> Sigma[4,2] -0.16659135 0.155830052 -0.40760003  0.031866895
#> Sigma[4,3]  1.43445652 0.223196091  1.18140938  1.751230894
#> Sigma[4,4]  1.43814072 0.189046909  1.18333311  1.683195209
#> 
#> 
#> $ROU$A
#> $ROU$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.98597791 0.02421083  0.9546269300   1.01896191
#> lag1_var2  0.02787186 0.05236853 -0.0574144754   0.08595363
#> lag1_var3  0.03516267 0.09279495 -0.1149284200   0.13941351
#> lag1_var4 -0.03553483 0.08768910 -0.1337870235   0.10630205
#> const      0.36234318 0.38587316 -0.0424854919   0.91654707
#> exo1       0.03610483 0.03040063  0.0050571105   0.08543271
#> exo2      -0.06625036 0.02214621 -0.1006585653  -0.03966916
#> exo3       0.02667892 0.02243899  0.0006570006   0.06440410
#> 
#> $ROU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2533047 0.3139384  -0.7072677    0.1490707
#> lag1_var2  1.1817713 0.4680054   0.4457133    1.7452375
#> lag1_var3  0.7108105 0.7386132  -0.4805460    1.5892055
#> lag1_var4 -0.6459865 0.6957631  -1.4885410    0.4606165
#> const      4.1431609 6.9300109  -3.0375892   14.1576233
#> exo1      -0.8129190 0.4676804  -1.5045952   -0.1566121
#> exo2       0.6047236 0.4441398   0.0790999    1.2345299
#> exo3       0.6332165 0.5917380  -0.3290464    1.1929406
#> 
#> $ROU$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5361859 0.5362306  -0.07930309    1.2667454
#> lag1_var2 -1.1419624 1.3852318  -3.17220190    0.5407976
#> lag1_var3 -1.0450704 2.3940558  -4.45459648    1.9036993
#> lag1_var4  1.8429006 2.2509540  -0.94730752    5.0475406
#> const     -2.5602128 7.1080215 -12.76723877    4.1603474
#> exo1       0.6710867 1.6566007  -1.74156113    2.6571041
#> exo2      -0.0556670 1.4834624  -2.43928011    1.7143967
#> exo3      -3.6166376 1.1777444  -5.23004554   -2.0947558
#> 
#> $ROU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4498643 0.5193683  -0.2144837    1.2028428
#> lag1_var2 -0.9321984 1.4310751  -2.9314940    0.9104093
#> lag1_var3 -1.4421572 2.4715244  -4.8606340    1.6632843
#> lag1_var4  2.2872533 2.3226549  -0.6399204    5.5065145
#> const     -2.2445607 5.4315426 -10.0887076    4.5344078
#> exo1       0.2237840 1.5927728  -2.0859265    2.1467847
#> exo2       0.2722297 1.6121863  -2.3591710    2.1268561
#> exo3      -3.4630877 1.2681653  -4.9620522   -1.6506840
#> 
#> 
#> 
#> $RUS
#> $RUS$Sigma
#> $RUS$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001811403 0.0005439349 0.001156129  0.002673549
#> 
#> $RUS$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0264896 0.01001418  -0.0420513  -0.01391598
#> Sigma[2,2]  0.8233000 0.23016948   0.5135004   1.14884260
#> 
#> $RUS$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.02484745 0.01272228  0.007214822   0.04254629
#> Sigma[3,2] -0.75163792 0.24143647 -1.052685415  -0.38705451
#> Sigma[3,3]  1.04830023 0.25443379  0.695819970   1.37030341
#> 
#> $RUS$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00992619 0.009184821 -0.001597462   0.02426825
#> Sigma[4,2] -0.27961828 0.159423827 -0.512052666  -0.08292732
#> Sigma[4,3]  0.65747559 0.148665273  0.467776466   0.87304875
#> Sigma[4,4]  0.54269751 0.081094367  0.445655788   0.66571157
#> 
#> 
#> $RUS$A
#> $RUS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.09925717 0.02764598  1.06703738  1.139297982
#> lag1_var2 -0.15650952 0.10465488 -0.30624707 -0.011163288
#> lag1_var3 -0.26563768 0.17959548 -0.52548024 -0.015508347
#> lag1_var4  0.22441219 0.17208300 -0.01684597  0.473303533
#> const     -0.23793215 0.44893275 -0.86533938  0.270980430
#> exo1       0.02493377 0.03377487 -0.00808494  0.077942204
#> exo2      -0.05275307 0.03410543 -0.08848379  0.001044821
#> exo3       0.01068473 0.03392291 -0.03459801  0.054943772
#> 
#> $RUS$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -1.5545979 0.5877327  -2.28762703   -0.7442803
#> lag1_var2  5.0266755 1.8965570   2.80920156    8.0014702
#> lag1_var3  7.0201847 3.2189505   3.26507479   12.1483607
#> lag1_var4 -6.5714097 3.0902215 -11.54515952   -3.0126938
#> const     17.3047369 8.8933433   7.02168062   30.3292719
#> exo1       0.1911780 0.6224068  -0.84471816    0.8915684
#> exo2       1.0144845 0.8682074   0.08158783    2.4046556
#> exo3      -0.5835382 0.9426024  -2.07259495    0.3426877
#> 
#> $RUS$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.85800449 0.5140059   1.1949452    2.5913474
#> lag1_var2  -3.10274080 1.8739031  -6.3617493   -1.2846248
#> lag1_var3  -4.38728367 3.2243897 -10.0418869   -1.2100004
#> lag1_var4   4.71977666 3.1293469   1.6512232   10.2126549
#> const     -11.79019867 9.0667545 -23.9454195    0.7421341
#> exo1       -0.07375055 0.5415906  -0.9034379    0.6313476
#> exo2       -0.69598291 1.0193631  -2.0618153    0.8362464
#> exo3        0.73955547 1.3971925  -0.9890165    2.7334790
#> 
#> $RUS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.95893905 0.2971169   0.5779746    1.3954909
#> lag1_var2 -0.36521088 1.1939299  -2.0556408    0.9327051
#> lag1_var3 -0.63988274 2.0676800  -3.5708765    1.6296588
#> lag1_var4  1.25097540 1.9964911  -0.9531089    4.0985696
#> const     -2.87483033 5.1477605  -9.1551032    4.2410840
#> exo1       0.03367576 0.4433020  -0.5574730    0.6450382
#> exo2      -0.06923964 0.7210543  -0.7808531    1.0709591
#> exo3       0.40923194 1.0934490  -1.1403558    1.6516221
#> 
#> 
#> 
#> $RWA
#> $RWA$Sigma
#> $RWA$Sigma$equation1
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01696156 0.00341683  0.01177067   0.02148258
#> 
#> $RWA$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002757998 0.01021074 -0.01363501   0.01295247
#> Sigma[2,2]  0.119471582 0.03194942  0.08565456   0.16530334
#> 
#> $RWA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.00260199 0.01631377 -0.02361832   0.02105127
#> Sigma[3,2] -0.12457749 0.02573881 -0.16084309  -0.08597280
#> Sigma[3,3]  0.28067999 0.05074976  0.22135378   0.34951633
#> 
#> $RWA$Sigma$equation4
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0005856697 0.01318148 -0.01879767   0.01879123
#> Sigma[4,2] -0.0603327740 0.01805706 -0.07891567  -0.02932666
#> Sigma[4,3]  0.2330692330 0.04905186  0.18471558   0.30562020
#> Sigma[4,4]  0.2226259223 0.05197647  0.17125717   0.30494638
#> 
#> 
#> $RWA$A
#> $RWA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94980801 0.04885424  0.89383735   1.03005829
#> lag1_var2  0.30332544 0.11691586  0.10527985   0.44603130
#> lag1_var3  0.54374911 0.22573088  0.18009192   0.82212339
#> lag1_var4 -0.53443917 0.22000815 -0.81187123  -0.18519897
#> const      0.95770060 1.07128353 -0.24352033   2.36060469
#> exo1       0.06246952 0.11098945 -0.06250587   0.23763394
#> exo2      -0.16147115 0.09073338 -0.28517013  -0.04714935
#> exo3       0.13630818 0.17459464 -0.12881271   0.35127010
#> 
#> $RWA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1580546 0.1494146 -0.02382335    0.3412892
#> lag1_var2  0.1924322 0.4638212 -0.49559763    0.6957310
#> lag1_var3 -1.1083505 0.8319983 -2.39171485   -0.2073090
#> lag1_var4  1.1032853 0.8077839  0.24105641    2.3453879
#> const     -1.6494956 2.3201232 -4.96143304    0.9131611
#> exo1      -0.0894198 0.1759188 -0.30175017    0.2035622
#> exo2       0.5513700 0.2861252  0.18071431    0.9681590
#> exo3       3.2202616 0.1632672  3.00576800    3.4449670
#> 
#> $RWA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4874535 0.2364807  -0.8406059   -0.1864745
#> lag1_var2  2.5312803 0.6309008   1.7272821    3.4566208
#> lag1_var3  4.6892547 1.0976708   3.2592494    6.2504038
#> lag1_var4 -3.7378672 1.0680110  -5.2659124   -2.3732959
#> const     10.3833187 3.5784251   5.4546315   15.3213088
#> exo1       0.2965030 0.3540160  -0.1018475    0.8312708
#> exo2       2.7365693 0.4060634   2.0332932    3.1424891
#> exo3      -4.4465278 0.3954957  -5.0270767   -3.9030682
#> 
#> $RWA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4517706 0.1906605  -0.7416710   -0.2002061
#> lag1_var2  2.5654891 0.5338174   1.8209251    3.2398387
#> lag1_var3  3.8300293 0.9519462   2.4457735    5.0450150
#> lag1_var4 -2.8525251 0.9308426  -4.0103375   -1.4769826
#> const      8.5980949 3.1589975   3.7805660   12.3567405
#> exo1       0.2713340 0.3898623  -0.2016811    0.8487875
#> exo2       3.4448399 0.3629040   2.9314403    3.9338590
#> exo3      -2.9045828 0.4580978  -3.5413333   -2.2501999
#> 
#> 
#> 
#> $SAU
#> $SAU$Sigma
#> $SAU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001301302 0.0001953138 0.001055454  0.001584243
#> 
#> $SAU$Sigma$equation2
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.002022613 0.002070015 -0.0008221247  0.004577559
#> Sigma[2,2] 0.098353847 0.017441176  0.0788902968  0.123806385
#> 
#> $SAU$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007905676 0.003565528  0.003983627  0.013455986
#> Sigma[3,2] -0.038084036 0.022663096 -0.066431656 -0.003714826
#> Sigma[3,3]  0.392901504 0.107976647  0.263988277  0.558798871
#> 
#> $SAU$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.009664652 0.004042578  0.003969337   0.01548712
#> Sigma[4,2] 0.017247188 0.022573971 -0.004422701   0.05211840
#> Sigma[4,3] 0.393278402 0.112483793  0.261267076   0.56111912
#> Sigma[4,4] 0.426342698 0.119144691  0.287129549   0.59618810
#> 
#> 
#> $SAU$A
#> $SAU$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99794070 0.02938145  0.96852295   1.04152032
#> lag1_var2 -0.03477513 0.05825922 -0.12172660   0.03248255
#> lag1_var3 -0.06587313 0.11073290 -0.23397616   0.04690533
#> lag1_var4  0.06323433 0.10091407 -0.03937225   0.21638781
#> const      0.22157159 0.34106349 -0.23982505   0.65839376
#> exo1       0.02566952 0.04687228 -0.03208685   0.08853514
#> exo2      -0.05163024 0.05533705 -0.11148580   0.02721926
#> exo3       0.01912130 0.02405713 -0.00822650   0.05302700
#> 
#> $SAU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1630213 0.3908131 -0.71436445    0.3890700
#> lag1_var2  1.3793310 0.9090432  0.06761769    2.5646543
#> lag1_var3  1.0565012 1.7141508 -1.43153656    3.1815369
#> lag1_var4 -1.0121024 1.5895285 -2.99407490    1.3027742
#> const      2.9893108 4.5980913 -2.88426031    9.7954871
#> exo1      -0.5266230 0.2315872 -0.80668854   -0.1634306
#> exo2       2.1658714 0.2274313  1.82905304    2.4407193
#> exo3      -0.1553744 0.4016335 -0.70469913    0.4548640
#> 
#> $SAU$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.84032877 0.4728221   0.4012604    1.6860909
#> lag1_var2 -2.19536081 1.3136747  -4.4590756   -0.8988837
#> lag1_var3 -2.76834873 2.4550553  -7.0588788   -0.5078094
#> lag1_var4  3.53489310 2.2603001   1.4562018    7.4697329
#> const     -8.82069775 4.7928930 -15.3824559   -1.5826599
#> exo1      -0.28562089 0.4927374  -0.8155949    0.4205046
#> exo2      -0.09540245 0.7104489  -1.3164423    0.6499414
#> exo3       1.39680797 0.6243740   0.3757782    2.0788729
#> 
#> $SAU$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.8282793 0.4954965   0.34371811    1.6562555
#> lag1_var2 -1.8569118 1.6332437  -4.39246536    0.1206865
#> lag1_var3 -2.9267464 2.9904141  -7.62983305    0.6297341
#> lag1_var4  3.7225382 2.7639665   0.43581648    8.0484262
#> const     -9.4547153 4.1536398 -15.56256450   -3.7912343
#> exo1      -0.5958853 0.5317954  -1.14015796    0.2604675
#> exo2       1.2804455 0.7233886   0.06263268    2.0144584
#> exo3       1.4462607 0.5116459   0.61899103    2.0579695
#> 
#> 
#> 
#> $SDN
#> $SDN$Sigma
#> $SDN$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002531695 0.0005256664   0.0019121  0.003357962
#> 
#> $SDN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009488948 0.005614011 -0.01804781 -0.001952104
#> Sigma[2,2]  1.105178158 0.178232239  0.90216473  1.359335762
#> 
#> $SDN$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.005570282 0.00325186  0.0009528746   0.01048558
#> Sigma[3,2] -0.590517988 0.08725642 -0.7130211804  -0.49911743
#> Sigma[3,3]  0.336006939 0.04655301  0.2931143530   0.41131322
#> 
#> $SDN$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001085553 0.001222716  6.920378e-06  0.003007845
#> Sigma[4,2] -0.057464580 0.022359058 -9.020436e-02 -0.030768900
#> Sigma[4,3]  0.054196020 0.013790992  3.630899e-02  0.075140589
#> Sigma[4,4]  0.030039658 0.005606001  2.363819e-02  0.038789080
#> 
#> 
#> $SDN$A
#> $SDN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.961551742 0.04432724  0.89465431   1.01633206
#> lag1_var2 -0.004870868 0.09091928 -0.15362383   0.10657442
#> lag1_var3 -0.029118958 0.18331108 -0.32224938   0.20042472
#> lag1_var4  0.043828424 0.17444230 -0.17570358   0.32466602
#> const      0.109578189 0.69764884 -0.60866964   1.31911209
#> exo1       0.028488794 0.03543153 -0.02404329   0.07550385
#> exo2      -0.001092480 0.03644657 -0.05000367   0.04667135
#> exo3       0.033045221 0.04976735 -0.04770938   0.08150416
#> 
#> $SDN$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1   1.26224882  1.0125657  -0.1301536    2.6063678
#> lag1_var2  -2.75247193  1.5255983  -4.6646208   -0.6862798
#> lag1_var3  -7.08729049  3.0851805 -10.9361398   -2.8925453
#> lag1_var4   6.74974304  2.7262502   2.9901684   10.0454916
#> const     -11.50910116 13.0396334 -29.6509559    8.0691087
#> exo1       -0.05567396  0.6696892  -0.9194432    0.9082013
#> exo2        0.25651529  1.0090603  -0.7266135    1.9557885
#> exo3       -0.53651755  0.7930609  -1.6591862    0.5505671
#> 
#> $SDN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.87650397 0.4553327  -1.5231227   -0.3119961
#> lag1_var2  2.34168578 0.5539580   1.6144108    3.0689143
#> lag1_var3  5.38126964 1.1359547   3.8611259    6.8820385
#> lag1_var4 -4.17156311 0.9781536  -5.4140892   -2.8516458
#> const      9.06109527 7.0355907  -2.0207637   17.9053118
#> exo1       0.08043746 0.3385466  -0.4118452    0.5137484
#> exo2      -0.24676421 0.5774798  -1.1257567    0.4679948
#> exo3       0.55563821 0.4808972  -0.1221257    1.2090006
#> 
#> $SDN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.32401524 0.1437988 -0.52069474   -0.1073309
#> lag1_var2  0.79273511 0.3160475  0.41263497    1.2497183
#> lag1_var3  1.48489959 0.6351930  0.72043056    2.4129396
#> lag1_var4 -0.37909666 0.5870669 -1.23653447    0.3194069
#> const      1.95599106 1.8111955 -0.75985262    4.4510561
#> exo1       0.06665061 0.0849934 -0.03595675    0.1886365
#> exo2      -0.14216615 0.2335146 -0.43752894    0.1919171
#> exo3       0.33837432 0.1553309  0.12901448    0.5442036
#> 
#> 
#> 
#> $SEN
#> $SEN$Sigma
#> $SEN$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003332451 5.76677e-05 0.0002461771 0.0004087972
#> 
#> $SEN$Sigma$equation2
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0003536484 0.00132467 -0.002127701  0.001524192
#> Sigma[2,2]  0.3189877104 0.06369630  0.252646450  0.414785428
#> 
#> $SEN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002047914 0.002926245 -0.006088449  0.002312928
#> Sigma[3,2] -0.625814556 0.132532078 -0.821897041 -0.490611262
#> Sigma[3,3]  1.748867527 0.352505654  1.301560109  2.223119207
#> 
#> $SEN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002403226 0.002613705 -0.005861385  0.001626653
#> Sigma[4,2] -0.497209351 0.114659088 -0.667747564 -0.364749561
#> Sigma[4,3]  1.517533931 0.316084044  1.118461466  1.950091337
#> Sigma[4,4]  1.339138963 0.284400653  0.989896395  1.743983920
#> 
#> 
#> $SEN$A
#> $SEN$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.999008996 0.006910318  0.989824490  1.007742719
#> lag1_var2 -0.009150004 0.028409905 -0.051812575  0.022771696
#> lag1_var3 -0.033248832 0.058417935 -0.129944722  0.028656523
#> lag1_var4  0.030588357 0.057161051 -0.029367952  0.125476161
#> const      0.168911112 0.106781057  0.035286354  0.312682830
#> exo1       0.012627425 0.023948504 -0.021960678  0.042859771
#> exo2      -0.026434553 0.017254678 -0.050808226 -0.005416919
#> exo3       0.033285493 0.024523122 -0.008760743  0.053861904
#> 
#> $SEN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.02724851 0.2195442 -0.37077797    0.2398437
#> lag1_var2  1.24752226 0.4991723  0.54736332    1.9598301
#> lag1_var3  1.20641355 1.1901009 -0.48706883    2.8381911
#> lag1_var4 -1.27015107 1.2003578 -2.92342264    0.4190636
#> const      4.88125872 3.8469718 -0.38407207    9.7983893
#> exo1       0.09876714 0.5114027 -0.56792703    0.8138514
#> exo2       0.55168190 0.4012703  0.08397785    1.1609292
#> exo3       0.36290828 0.4863715 -0.34984958    0.9315476
#> 
#> $SEN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2462282 0.5005991  -0.6908592    0.5914773
#> lag1_var2  2.1382278 1.1048640   0.4260196    3.4325183
#> lag1_var3  4.7922816 2.7355960   0.5455701    8.2065861
#> lag1_var4 -3.8522967 2.7739833  -7.3074280    0.5100388
#> const      7.8494619 9.5813883  -3.5651377   23.6397294
#> exo1      -0.9188977 1.2950222  -2.6159288    0.8424767
#> exo2       0.4043161 1.5387883  -1.8865629    2.2849329
#> exo3       0.3722305 1.0668348  -1.1399528    1.6419162
#> 
#> $SEN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2601548 0.4598537  -0.6116364    0.5297130
#> lag1_var2  2.6283197 1.0151874   1.1821867    3.9489115
#> lag1_var3  5.1307988 2.4650121   1.4864862    8.4884659
#> lag1_var4 -4.2020418 2.4903116  -7.5975313   -0.4497272
#> const      9.2613012 8.8115697  -1.1292404   23.5396117
#> exo1      -0.9097482 1.1780335  -2.6032819    0.5975463
#> exo2       0.7083550 1.4632446  -1.4489783    2.5697684
#> exo3       0.5696712 0.9308230  -0.8019074    1.6150979
#> 
#> 
#> 
#> $SGP
#> $SGP$Sigma
#> $SGP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006878513 0.0001329273 0.0005496109 0.0008969574
#> 
#> $SGP$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008485926 0.002187688 -0.01212726 -0.006198693
#> Sigma[2,2]  0.425500934 0.082681210  0.30698569  0.531564660
#> 
#> $SGP$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008115401 0.001886805  0.005834273   0.01081367
#> Sigma[3,2] -0.367776454 0.051400568 -0.423815312  -0.28448821
#> Sigma[3,3]  0.570519758 0.108841812  0.429524208   0.72288702
#> 
#> $SGP$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002629325 0.001610895  0.0005744588  0.004840512
#> Sigma[4,2] -0.087988132 0.044152846 -0.1412647558 -0.020955353
#> Sigma[4,3]  0.340558385 0.115251954  0.2175565810  0.520820464
#> Sigma[4,4]  0.295265594 0.104202372  0.1885792201  0.452203761
#> 
#> 
#> $SGP$A
#> $SGP$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.010251897 0.02344506  0.98372400  1.048926237
#> lag1_var2  0.001124977 0.07448459 -0.10461283  0.100266253
#> lag1_var3 -0.028666521 0.11248133 -0.18701116  0.116262274
#> lag1_var4  0.018861749 0.10568843 -0.11643638  0.167484442
#> const      0.360419952 0.24643080 -0.03166376  0.645169693
#> exo1      -0.015459100 0.02144109 -0.04812932  0.009352654
#> exo2      -0.041966250 0.04815480 -0.08843618  0.030352305
#> exo3       0.054801191 0.02352786  0.02164211  0.086052056
#> 
#> $SGP$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.14659986 0.4964955  -0.8889996    0.4065131
#> lag1_var2  1.26887355 1.2518969  -0.7546590    2.5217653
#> lag1_var3  1.01166391 1.9383635  -2.0678227    3.0029911
#> lag1_var4 -0.97606665 1.8457884  -2.9281984    1.9125122
#> const      3.18419042 7.0585713  -6.4488785   13.2925654
#> exo1      -0.03426911 0.5911810  -0.8959754    0.6175561
#> exo2       0.25197762 0.8293372  -0.9976696    1.1844784
#> exo3       0.59279431 0.9108125  -0.4399699    1.9496230
#> 
#> $SGP$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.53158481 0.8261486  -0.38323076    1.7478216
#> lag1_var2 -0.54728534 1.4901864  -2.86596809    0.9537589
#> lag1_var3 -0.28109768 2.3725134  -4.01688809    2.0511254
#> lag1_var4  1.07981330 2.1905115  -1.14600789    4.5266571
#> const     -1.42417636 9.9124281 -13.29149275   13.0637881
#> exo1       0.89127560 0.7989775  -0.08899002    2.0183760
#> exo2      -0.06457135 0.9512418  -1.43403129    1.0574178
#> exo3       0.36356132 0.7681552  -0.77395646    1.2605142
#> 
#> $SGP$A$equation4
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1  0.448828241 0.8306273  -0.35688589     1.760695
#> lag1_var2  0.030535363 1.4110835  -2.28381858     1.417630
#> lag1_var3 -0.006423908 2.1716290  -3.48381485     2.157131
#> lag1_var4  0.845143700 1.9608081  -1.10202547     4.013671
#> const     -0.759685541 7.5747598 -11.52146390     8.550526
#> exo1       0.907218967 0.6051460   0.22951474     1.886831
#> exo2       0.128021265 0.6153337  -0.72458986     1.020254
#> exo3       0.822265800 0.5623453  -0.08754064     1.408678
#> 
#> 
#> 
#> $SLB
#> $SLB$Sigma
#> $SLB$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002331895 0.000473507 0.001665173  0.002912519
#> 
#> $SLB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003985662 0.001563403 -0.006099233 -0.001881388
#> Sigma[2,2]  0.038531600 0.007919549  0.026807576  0.049909988
#> 
#> $SLB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.006487708 0.001559822 -0.008569364 -0.004399918
#> Sigma[3,2]  0.003938351 0.006280444 -0.004291656  0.012475903
#> Sigma[3,3]  0.044221099 0.008166663  0.035159213  0.056732484
#> 
#> $SLB$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01006548 0.001963977 -0.01288243 -0.007706772
#> Sigma[4,2]  0.03719121 0.009210555  0.02264030  0.047275181
#> Sigma[4,3]  0.04827960 0.008707244  0.03712098  0.059887273
#> Sigma[4,4]  0.08118631 0.011874992  0.06477701  0.096931417
#> 
#> 
#> $SLB$A
#> $SLB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.90571505 0.03772384  0.85059976   0.95416061
#> lag1_var2  0.13530820 0.14608875 -0.04001180   0.32827800
#> lag1_var3  0.20401738 0.18251585 -0.01064937   0.45632871
#> lag1_var4 -0.19049243 0.17719204 -0.43075335   0.01865659
#> const      0.90360272 0.31404371  0.54436911   1.41515449
#> exo1       0.01662388 0.05286574 -0.04414971   0.09629074
#> exo2      -0.07571584 0.02513362 -0.11118379  -0.04313553
#> exo3       0.01173386 0.04676959 -0.04555899   0.08308258
#> 
#> $SLB$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3561226 0.20061768  0.17589159    0.6821623
#> lag1_var2 -0.1167551 0.55359421 -0.93956037    0.6152124
#> lag1_var3 -1.4011840 0.74553184 -2.57217991   -0.4452792
#> lag1_var4  1.3293156 0.72783649  0.39587778    2.4555824
#> const     -1.4610160 2.26025474 -4.70296914    1.1908331
#> exo1       0.1387472 0.05811122  0.05220693    0.2130118
#> exo2       0.1292189 0.09343390 -0.01696709    0.2415007
#> exo3      -0.0877031 0.15509157 -0.30750968    0.1244727
#> 
#> $SLB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.44788122 0.1540460   0.1801462    0.6001815
#> lag1_var2 -0.13713545 0.6328124  -0.9776382    0.7481322
#> lag1_var3  0.54837816 0.7580218  -0.4502162    1.5958407
#> lag1_var4  0.35709551 0.7472076  -0.6668895    1.3507912
#> const     -1.63828177 2.1043210  -4.7555539    1.2097922
#> exo1      -0.14562721 0.2333218  -0.5116055    0.1668486
#> exo2      -0.96216611 0.2247365  -1.2355015   -0.6918197
#> exo3      -0.06759299 0.1758363  -0.3064859    0.1583628
#> 
#> $SLB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.77494759 0.2336089   0.4460748    1.1007526
#> lag1_var2 -0.58081096 1.0009701  -1.9212911    0.8200623
#> lag1_var3 -1.04919245 1.2349404  -2.7703318    0.6072927
#> lag1_var4  1.90624635 1.1991285   0.2795505    3.5576889
#> const     -4.46003356 2.2518572  -6.9808322   -1.1018798
#> exo1      -0.02849128 0.2607745  -0.4536830    0.3082139
#> exo2      -0.86741194 0.1921198  -1.1384493   -0.6394356
#> exo3      -0.13345712 0.2020896  -0.4088204    0.1231693
#> 
#> 
#> 
#> $SLE
#> $SLE$Sigma
#> $SLE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006758546 0.001561246 0.004420502  0.008645269
#> 
#> $SLE$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.002823895 0.002026165 -0.00531039 -0.0002511642
#> Sigma[2,2]  0.034809571 0.005639665  0.02817950  0.0415879641
#> 
#> $SLE$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.003553375 0.007963424 -0.01402678  0.007377465
#> Sigma[3,2] -0.065605666 0.009246377 -0.07766284 -0.054180982
#> Sigma[3,3]  0.281853605 0.042877100  0.22230446  0.339962497
#> 
#> $SLE$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.005664657 0.007525816 -0.01633712  0.004372988
#> Sigma[4,2] -0.046974843 0.008770442 -0.05894017 -0.035510803
#> Sigma[4,3]  0.252474567 0.041433859  0.19147305  0.306830370
#> Sigma[4,4]  0.233452999 0.039627110  0.17275224  0.283526292
#> 
#> 
#> $SLE$A
#> $SLE$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.001944189 0.05400679  0.93868921   1.08075091
#> lag1_var2 -0.029036835 0.13218773 -0.20398824   0.15888272
#> lag1_var3 -0.023972502 0.20665388 -0.27020050   0.26836985
#> lag1_var4  0.023145046 0.20099961 -0.26255780   0.26278686
#> const      0.094029732 0.92200077 -1.18622686   1.06020572
#> exo1       0.003818284 0.07609879 -0.12851555   0.07767428
#> exo2      -0.084251853 0.08714726 -0.18540376   0.03894417
#> exo3       0.018318385 0.07644252 -0.07017636   0.13037634
#> 
#> $SLE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.19181897 0.1126994  0.03598144    0.3493795
#> lag1_var2  0.04198519 0.3523237 -0.47766517    0.4416159
#> lag1_var3 -1.40168429 0.6366615 -2.29754022   -0.8375576
#> lag1_var4  1.38181028 0.6252887  0.81870864    2.2649728
#> const     -2.59812132 2.3385251 -5.38561683    0.9447089
#> exo1      -0.03876476 0.1782182 -0.29183919    0.2133047
#> exo2       0.37457227 0.2656776  0.06055359    0.8018949
#> exo3       0.11388065 0.2836760 -0.30981350    0.4502733
#> 
#> $SLE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5934934 0.3931857  -1.0678966  -0.02336919
#> lag1_var2  1.1821275 1.3793113  -0.6742926   2.84091619
#> lag1_var3  3.5859115 2.4525178   0.5515051   6.44890930
#> lag1_var4 -2.5066520 2.4018801  -5.3210237   0.47194091
#> const      9.4357687 7.1519802   0.3961691  18.61678988
#> exo1      -0.3606029 0.4077145  -0.8770885   0.22730124
#> exo2      -0.6024892 0.7396201  -1.7020034   0.11133832
#> exo3       0.3440963 0.3768103  -0.2201357   0.84009957
#> 
#> $SLE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4914449 0.3533204 -0.92984263   0.03625477
#> lag1_var2  0.9809802 1.2317781 -0.68900895   2.39838165
#> lag1_var3  2.4180186 2.1803478 -0.35274730   4.83541962
#> lag1_var4 -1.3248399 2.1326521 -3.70781968   1.39117313
#> const      6.7268416 6.2645266 -1.56327982  14.97313801
#> exo1      -0.4039415 0.3398710 -0.83043303   0.09276889
#> exo2      -0.4015962 0.6407864 -1.35652072   0.20919949
#> exo3       0.4265099 0.2807423  0.04430707   0.80869186
#> 
#> 
#> 
#> $SLV
#> $SLV$Sigma
#> $SLV$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002687431 4.611576e-05 0.0002080577 0.0003350875
#> 
#> $SLV$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001392158 0.001835348 -0.003667459  0.001263828
#> Sigma[2,2]  0.595837093 0.172018934  0.443592795  0.882361814
#> 
#> $SLV$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003213656 0.002278073  0.0005980826  0.006350281
#> Sigma[3,2] -0.287901682 0.139099627 -0.5037011977 -0.124907458
#> Sigma[3,3]  0.509419969 0.100538625  0.3881787021  0.642670377
#> 
#> $SLV$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.002576776 0.002351734 -0.0004474216  0.005629471
#> Sigma[4,2] 0.080926715 0.064745395  0.0061413028  0.185365641
#> Sigma[4,3] 0.355309632 0.091574132  0.2617744421  0.505474198
#> Sigma[4,4] 0.431265920 0.102640293  0.3074610478  0.587636949
#> 
#> 
#> $SLV$A
#> $SLV$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.973372517 0.01818483  0.94856516   0.99705445
#> lag1_var2  0.037226432 0.04633722 -0.02705173   0.09638744
#> lag1_var3  0.060588411 0.07901496 -0.04946701   0.16500004
#> lag1_var4 -0.058496917 0.07568172 -0.15651113   0.04738541
#> const      0.526316652 0.25441452  0.14607309   0.82452916
#> exo1      -0.000423026 0.01168933 -0.01710837   0.01374538
#> exo2      -0.095788526 0.01676005 -0.12196461  -0.07488596
#> exo3       0.077172430 0.01986722  0.04761673   0.10347277
#> 
#> $SLV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.6443949 0.6048651  -2.6445120   -1.0479012
#> lag1_var2  3.4778615 2.2094224   1.2079153    6.9379735
#> lag1_var3  4.5912166 3.5985093   0.8213063   10.2738336
#> lag1_var4 -4.0980803 3.5099833  -9.5827203   -0.4588032
#> const     10.8307612 7.8197448   2.9602458   22.4977420
#> exo1      -0.6939111 0.6511563  -1.5396311    0.2312740
#> exo2       0.9216652 0.8375133  -0.2691667    1.8837574
#> exo3       0.5937068 0.9129423  -0.7592099    1.6461761
#> 
#> $SLV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1756420 0.4580484   0.6339359     1.804540
#> lag1_var2  0.3924929 1.3843435  -1.2928268     2.389896
#> lag1_var3  0.9301196 2.2571345  -1.8690181     4.136295
#> lag1_var4 -0.5300985 2.1929363  -3.6654576     2.156880
#> const      5.8724630 7.1080002  -3.7533668    15.993047
#> exo1       0.4291763 0.5419857  -0.3125547     1.209242
#> exo2      -3.2528894 0.4315429  -3.7267911    -2.529959
#> exo3       0.3010619 0.8958861  -0.7668081     1.555100
#> 
#> $SLV$A$equation4
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  1.859722e-01 0.3788192  -0.1564897    0.7700319
#> lag1_var2  2.346896e+00 1.1229391   0.8031414    3.7962501
#> lag1_var3  3.432280e+00 1.8761756   0.9043267    5.8442335
#> lag1_var4 -2.723705e+00 1.7793185  -5.0291044   -0.3177284
#> const      1.158816e+01 6.0045520   4.1179358   20.7711816
#> exo1      -6.304082e-05 0.4901801  -0.6501438    0.7364405
#> exo2      -2.841501e+00 0.4788806  -3.5125897   -2.1802839
#> exo3       6.902708e-01 0.7138062  -0.2071768    1.6594931
#> 
#> 
#> 
#> $SOM
#> $SOM$Sigma
#> $SOM$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001463027 0.0007015917 0.0007770298  0.002630753
#> 
#> $SOM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004747101 0.002496026 -0.008634629 -0.002093319
#> Sigma[2,2]  0.029276570 0.009199146  0.020037860  0.045089143
#> 
#> $SOM$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001445091 0.0009504574  0.0003889395  0.002909486
#> Sigma[3,2] -0.012175925 0.0052353954 -0.0198479504 -0.005904542
#> Sigma[3,3]  0.013731224 0.0051129565  0.0093254364  0.021695054
#> 
#> $SOM$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -8.202319e-05 0.0008548821 -0.0008700452  0.001230288
#> Sigma[4,2] -2.270485e-03 0.0041893800 -0.0088370629  0.001800428
#> Sigma[4,3]  1.060551e-02 0.0040043170  0.0074336642  0.017229433
#> Sigma[4,4]  1.125226e-02 0.0031762887  0.0079677645  0.016457886
#> 
#> 
#> $SOM$A
#> $SOM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.04315380 0.01894099  1.02330023   1.07325253
#> lag1_var2 -0.11217944 0.03251790 -0.13699153  -0.05471725
#> lag1_var3 -0.22655730 0.08141320 -0.34340951  -0.12321526
#> lag1_var4  0.21929503 0.07924096  0.11214169   0.32471035
#> const     -0.03822392 0.18468748 -0.30932592   0.21305222
#> exo1       0.00296924 0.03240186 -0.02931268   0.05839509
#> exo2      -0.07493776 0.03633630 -0.12139598  -0.02870738
#> exo3       0.01962136 0.02551957 -0.01501624   0.05734050
#> 
#> $SOM$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.118554926 0.1226785 -0.30962681  -0.03519598
#> lag1_var2  1.093824442 0.1187570  0.88921549   1.21805465
#> lag1_var3  1.018513584 0.2154012  0.67284185   1.22295498
#> lag1_var4 -0.874409527 0.2155648 -1.07303488  -0.51136969
#> const      2.532696274 1.6331225  0.61516242   4.65416656
#> exo1      -0.009457515 0.1790809 -0.25728722   0.22516390
#> exo2       0.537629611 0.1690017  0.33695937   0.78577311
#> exo3       0.290338650 0.2028944  0.07982727   0.62460775
#> 
#> $SOM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.05852068 0.09093312 -0.06199329   0.18074629
#> lag1_var2  0.04202308 0.08962404 -0.07614783   0.17533234
#> lag1_var3  0.67304669 0.18848297  0.39327405   0.91574865
#> lag1_var4  0.17382181 0.18668813 -0.05238518   0.46658142
#> const      1.04567689 1.05407784 -0.29286562   2.40776901
#> exo1       0.07934742 0.12715674 -0.08994481   0.24297841
#> exo2      -0.48817883 0.14763992 -0.71884151  -0.34663981
#> exo3      -0.15621913 0.12271436 -0.35277693  -0.03738063
#> 
#> $SOM$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.009582536 0.06888159 -0.09909376   0.08371379
#> lag1_var2  0.229466042 0.06297282  0.15942318   0.32961660
#> lag1_var3  0.472036085 0.19049086  0.22348312   0.73169410
#> lag1_var4  0.473475892 0.17460826  0.22953395   0.70359239
#> const      0.394784474 0.77808046 -0.82422844   1.16014996
#> exo1       0.090592038 0.07859118 -0.02163605   0.18954473
#> exo2      -0.370120918 0.11851188 -0.52291973  -0.20616296
#> exo3      -0.067535180 0.08157183 -0.19405357   0.03519740
#> 
#> 
#> 
#> $SRB
#> $SRB$Sigma
#> $SRB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001390673 0.0004278915 0.0009368497  0.002040942
#> 
#> $SRB$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003157008 0.01336057 -0.02527406  0.008273907
#> Sigma[2,2]  2.519307648 0.46993654  1.97606443  3.117474010
#> 
#> $SRB$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00563409 0.01150091 -0.004198265   0.02517027
#> Sigma[3,2] -1.86807533 0.39994251 -2.409071731  -1.44064832
#> Sigma[3,3]  1.59504890 0.35488383  1.169767255   2.09873195
#> 
#> $SRB$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004884541 0.005591093  8.693033e-05   0.01422946
#> Sigma[4,2] -0.638066644 0.219903552 -9.166847e-01  -0.33399532
#> Sigma[4,3]  0.713483946 0.195551856  4.712291e-01   0.98217835
#> Sigma[4,4]  0.439959551 0.109268192  3.130233e-01   0.58961577
#> 
#> 
#> $SRB$A
#> $SRB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99562109 0.02853072  0.96735353   1.03648891
#> lag1_var2 -0.02034182 0.04500399 -0.09032205   0.02350790
#> lag1_var3 -0.03782849 0.08691123 -0.17555420   0.04536841
#> lag1_var4  0.03297868 0.07577059 -0.04192237   0.15531644
#> const      0.39653403 0.21566067  0.13734614   0.71056070
#> exo1       0.01522129 0.02579060 -0.02067878   0.05028228
#> exo2      -0.05039358 0.03922973 -0.08660408   0.01760362
#> exo3       0.04918186 0.03287914  0.01217961   0.09751356
#> 
#> $SRB$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.4323928  0.9277029   -2.552880   -0.1818308
#> lag1_var2  3.1012164  1.3685000    1.588904    4.9728688
#> lag1_var3  4.4000455  2.6075324    1.511196    7.8792564
#> lag1_var4 -4.1057747  2.3138260   -7.177363   -1.4636994
#> const     22.9826423 12.7203987    4.462129   38.4822590
#> exo1      -2.6443434  1.1641640   -3.869610   -0.9873491
#> exo2      -2.6820402  2.4528644   -5.406288    1.3581058
#> exo3      -0.5659154  2.2916456   -3.914698    2.3934796
#> 
#> $SRB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.9447943 0.7033664  -0.2261175    1.6061805
#> lag1_var2  -1.0283683 1.1086090  -2.3878354    0.7030757
#> lag1_var3  -1.1511900 2.1365239  -3.8643368    2.1013934
#> lag1_var4   1.9411366 1.8850041  -0.9097015    4.3590548
#> const     -13.5964239 9.6616693 -29.3221365   -3.0872139
#> exo1        0.7602715 0.9433262  -0.5774079    1.9455233
#> exo2        1.1695716 1.6381444  -1.4722152    2.8866801
#> exo3        2.9965783 1.9261855   0.5280943    5.7568916
#> 
#> $SRB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1929232 0.4298572  -0.4911164   0.72280197
#> lag1_var2  0.2328703 0.7110941  -0.4915324   1.33705270
#> lag1_var3  0.4337960 1.3950259  -1.0416224   2.54267595
#> lag1_var4  0.5500592 1.2443229  -1.3095927   1.90905638
#> const     -3.8522810 5.3850602 -12.6390044   1.61583580
#> exo1      -0.7631943 0.4875257  -1.3995515  -0.08665782
#> exo2      -0.1963778 0.5027284  -0.9286353   0.38346761
#> exo3       3.1262622 0.9474399   1.9476142   4.37034573
#> 
#> 
#> 
#> $SSD
#> $SSD$Sigma
#> $SSD$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004269174 0.001318132 0.003014474   0.00630931
#> 
#> $SSD$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006490293 0.001895536 -0.009284591 -0.004161871
#> Sigma[2,2]  0.049575282 0.014051020  0.036480820  0.073645356
#> 
#> $SSD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005364731 0.001984419  0.002647157   0.00805154
#> Sigma[3,2] -0.041489935 0.011243527 -0.060818895  -0.03204695
#> Sigma[3,3]  0.040944991 0.011024809  0.032534013   0.05891466
#> 
#> $SSD$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0009865785 0.001082638 -0.0004362446  0.002449278
#> Sigma[4,2] -0.0082255967 0.003649453 -0.0140105086 -0.004702654
#> Sigma[4,3]  0.0134339859 0.004502424  0.0100952687  0.020816428
#> Sigma[4,4]  0.0083541050 0.002285620  0.0063574409  0.012223432
#> 
#> 
#> $SSD$A
#> $SSD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91666392 0.04020774  0.85690898   0.96604239
#> lag1_var2 -0.13070725 0.20976754 -0.35709206   0.16365372
#> lag1_var3 -0.15758041 0.35139078 -0.52847063   0.37231918
#> lag1_var4  0.19093483 0.35246680 -0.34008764   0.56178836
#> const     -0.21042564 0.79320147 -1.07063067   0.93977422
#> exo1       0.03705865 0.04856953 -0.02214161   0.11715505
#> exo2      -0.04469872 0.08645826 -0.15434138   0.08332797
#> exo3       0.13173919 0.07933984  0.02522574   0.24629439
#> 
#> $SSD$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1967938 0.1496384  0.03491958   0.43315721
#> lag1_var2  0.9604943 0.6971463 -0.19104769   1.57975721
#> lag1_var3  0.7124453 1.0683482 -1.02698138   1.71946231
#> lag1_var4 -0.7071882 1.0497532 -1.70255808   0.99815029
#> const      1.8215065 3.0764154 -3.48936172   5.02252825
#> exo1      -0.1391753 0.1926694 -0.40433340   0.08337101
#> exo2       1.6427757 0.2236190  1.28801896   1.88706033
#> exo3       0.3807131 0.2211460  0.10248093   0.72991020
#> 
#> $SSD$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.19820163 0.1309733  -0.4232628  -0.07335415
#> lag1_var2  0.49195364 0.7032047  -0.1489561   1.61303764
#> lag1_var3  1.21022908 1.0843036   0.1476828   2.90938464
#> lag1_var4 -0.24019876 1.0651434  -1.9086038   0.81769406
#> const      2.47249880 2.8438976  -0.3987763   7.18467721
#> exo1       0.09218649 0.1959832  -0.1738806   0.33888909
#> exo2      -1.73535898 0.2187223  -1.9975742  -1.41912777
#> exo3       0.01750902 0.2281122  -0.2668094   0.30899061
#> 
#> $SSD$A$equation4
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.0758435270 0.04762258  -0.1448578  -0.01754872
#> lag1_var2  0.8497709313 0.27805858   0.5745181   1.26797281
#> lag1_var3  1.2853723604 0.44153886   0.7947867   1.91968543
#> lag1_var4 -0.2808242288 0.44041571  -0.8974355   0.20664521
#> const      2.2105061042 1.38104699   0.1441739   4.07912989
#> exo1      -0.0006248788 0.08006665  -0.1262758   0.08761706
#> exo2      -0.6867475165 0.09763356  -0.8119891  -0.55696450
#> exo3       0.3197481186 0.09674543   0.1929817   0.45097460
#> 
#> 
#> 
#> $STP
#> $STP$Sigma
#> $STP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004222274 0.0001321185 0.0002727623 0.0005974602
#> 
#> $STP$Sigma$equation2
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.001112608 0.001120595 -0.0004620745  0.002620718
#> Sigma[2,2] 0.268662641 0.067113922  0.1988376218  0.371659662
#> 
#> $STP$Sigma$equation3
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0007668289 0.0006624711 -0.001588145  0.000143425
#> Sigma[3,2] -0.1501261324 0.0385465508 -0.206796912 -0.106682694
#> Sigma[3,3]  0.0904780980 0.0234405158  0.062523376  0.124343573
#> 
#> $STP$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0001976939 0.0003092427 -0.0006511148 0.0001754227
#> Sigma[4,2] -0.0045855398 0.0092021306 -0.0178743177 0.0071041790
#> Sigma[4,3]  0.0100149002 0.0072543763  0.0021011617 0.0207864460
#> Sigma[4,4]  0.0085907608 0.0029716495  0.0064360667 0.0134902895
#> 
#> 
#> $STP$A
#> $STP$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.993884585 0.01701345  0.967713132  1.016224557
#> lag1_var2  0.019561133 0.04555631 -0.043635593  0.079411205
#> lag1_var3  0.017666268 0.08777511 -0.104270226  0.134132570
#> lag1_var4 -0.023590173 0.08318824 -0.133836369  0.092807379
#> const      0.323207992 0.17932346  0.124257972  0.590429249
#> exo1       0.016268686 0.01313330 -0.000599997  0.033881575
#> exo2       0.001089239 0.01866018 -0.018706335  0.029880593
#> exo3      -0.023155299 0.02698774 -0.060307036  0.009419219
#> 
#> $STP$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.61939771 0.2790387  -0.9913067   -0.2273468
#> lag1_var2  1.97603263 0.6047813   1.1780217    2.7892516
#> lag1_var3  2.10065173 1.1989683   0.4579215    3.7678229
#> lag1_var4 -1.94326088 1.1343842  -3.5615464   -0.4385438
#> const      5.73246885 3.9524796   0.6636212   11.1654403
#> exo1       0.12927472 0.4378876  -0.3349209    0.7873691
#> exo2       1.30965928 0.5601710   0.5752202    2.1829938
#> exo3       0.02030268 0.5683199  -0.8819380    0.7117193
#> 
#> $STP$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.40398125 0.1331979   0.2251748   0.58814147
#> lag1_var2 -0.47721663 0.3091114  -0.8709478  -0.08368307
#> lag1_var3 -0.08593382 0.5933218  -0.8616498   0.71837657
#> lag1_var4  0.93585331 0.5607200   0.2003854   1.66519109
#> const     -1.26120151 2.4426266  -4.3158757   2.06587163
#> exo1      -0.06414909 0.2735918  -0.5034178   0.17147876
#> exo2      -1.16287525 0.3209466  -1.7095592  -0.81121762
#> exo3       0.18336488 0.3008206  -0.2544498   0.56678338
#> 
#> $STP$A$equation4
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.051944393 0.04147741 -0.003912296    0.1157319
#> lag1_var2  0.294557019 0.10286838  0.187531560    0.4573434
#> lag1_var3  0.496835076 0.19170017  0.320951733    0.8016278
#> lag1_var4  0.475224633 0.18153853  0.189958363    0.6402007
#> const      0.135753168 0.82564314 -0.918974846    1.3403853
#> exo1       0.005577569 0.07419365 -0.106754624    0.0962138
#> exo2      -0.534079229 0.06986852 -0.641895852   -0.4477742
#> exo3       0.222636607 0.12408051  0.049231641    0.3843942
#> 
#> 
#> 
#> $SUR
#> $SUR$Sigma
#> $SUR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008893947 0.0001933196 0.0006539411  0.001194751
#> 
#> $SUR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01165669 0.006089368 -0.02151546 -0.004039377
#> Sigma[2,2]  1.15449895 0.265920864  0.88172320  1.555915219
#> 
#> $SUR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008575461 0.003548981  0.004707514    0.0145550
#> Sigma[3,2] -0.662462343 0.158888240 -0.896687158   -0.5056681
#> Sigma[3,3]  0.469133065 0.087541533  0.369704041    0.5919280
#> 
#> $SUR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003336656 0.001370534  0.001730113  0.005269104
#> Sigma[4,2] -0.119484169 0.046206757 -0.193324894 -0.074029480
#> Sigma[4,3]  0.167146322 0.025763030  0.136184991  0.203838443
#> Sigma[4,4]  0.122378324 0.024324789  0.104467734  0.164936342
#> 
#> 
#> $SUR$A
#> $SUR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.023265307 0.02995962  0.97992790  1.055789575
#> lag1_var2 -0.039258496 0.02962133 -0.06747253  0.013503774
#> lag1_var3 -0.068726111 0.06522121 -0.13366528  0.044085386
#> lag1_var4  0.055597372 0.06064614 -0.04704598  0.118031365
#> const      0.225619553 0.38226015 -0.09200441  0.824495369
#> exo1       0.009534911 0.02651819 -0.02695361  0.041914354
#> exo2      -0.161841920 0.03099611 -0.21498504 -0.133203556
#> exo3      -0.044053355 0.02729425 -0.08074558 -0.007925725
#> 
#> $SUR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.7280144  1.1506239  -2.3720796    0.8387689
#> lag1_var2  2.7969782  2.0093014  -0.5072841    5.1954276
#> lag1_var3  4.4501680  4.2933131  -2.7265646    9.3745482
#> lag1_var4 -4.2246092  3.9031948  -8.5920845    2.3389238
#> const      8.7202018 10.6708626  -0.1756146   26.0599416
#> exo1      -0.4108004  0.7736766  -1.3770858    0.7020576
#> exo2       0.8348016  1.5887072  -1.4163948    3.0387440
#> exo3      -0.3597282  0.8166542  -1.5953208    0.4122959
#> 
#> $SUR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7142013 0.7836711  -0.1258355    1.9046883
#> lag1_var2 -1.4041250 1.1623981  -2.8635041    0.3806847
#> lag1_var3 -2.1704043 2.5062882  -5.1841620    1.7338708
#> lag1_var4  2.9481132 2.2841466  -0.6417940    5.6033250
#> const     -5.9687176 8.6125841 -20.8629807    1.3370627
#> exo1       0.1732082 0.5001053  -0.5114575    0.8022269
#> exo2      -3.5853106 0.9717651  -4.7948794   -2.2531420
#> exo3       0.7608858 0.5753617   0.3261306    1.7377945
#> 
#> $SUR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.39263696 0.3864003  -0.0497928    0.9435578
#> lag1_var2 -0.34426865 0.3913317  -0.8713938    0.1758173
#> lag1_var3 -0.61535517 0.8335195  -1.7756031    0.4759175
#> lag1_var4  1.53063942 0.7463477   0.5633450    2.5904368
#> const     -3.74050547 4.3839131 -10.7279539    0.6887887
#> exo1      -0.01266608 0.2858776  -0.4620537    0.2749557
#> exo2      -3.39041023 0.3647944  -3.8389315   -2.8962308
#> exo3       0.65363863 0.2870839   0.2643694    1.1187416
#> 
#> 
#> 
#> $SVK
#> $SVK$Sigma
#> $SVK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007760796 0.0001871683 0.0005609042  0.001086689
#> 
#> $SVK$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02402299 0.007020057 -0.03489576  -0.01621763
#> Sigma[2,2]  1.96708809 0.262499610  1.69411531   2.34525103
#> 
#> $SVK$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01347047 0.004584181  0.007997508   0.02008138
#> Sigma[3,2] -1.23416181 0.158251235 -1.430892303  -1.04410034
#> Sigma[3,3]  0.93122319 0.146593756  0.715393732   1.13401540
#> 
#> $SVK$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001012686 0.002185187 -0.004328775  0.001990252
#> Sigma[4,2] -0.069387426 0.101365182 -0.205317669  0.063517697
#> Sigma[4,3]  0.219124700 0.089558656  0.087206141  0.336037382
#> Sigma[4,4]  0.199351877 0.054785987  0.127623783  0.273988424
#> 
#> 
#> $SVK$A
#> $SVK$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97784858 0.01172943  0.961154974  0.993646968
#> lag1_var2  0.03111776 0.02888085 -0.000841821  0.074752265
#> lag1_var3  0.04995691 0.04932658 -0.004892783  0.124933024
#> lag1_var4 -0.04749193 0.04776571 -0.118248297  0.005553357
#> const      0.41980702 0.30891976  0.132494612  0.948469586
#> exo1       0.01763527 0.02475614 -0.014363884  0.049328201
#> exo2      -0.06015532 0.03317354 -0.102531860 -0.018567152
#> exo3       0.03276644 0.03104897 -0.007530690  0.068556341
#> 
#> $SVK$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.6315504  0.6616516  -2.5688775   -0.8127424
#> lag1_var2  4.0455520  1.4242476   1.9633114    5.9185601
#> lag1_var3  5.2172632  2.4423477   1.6623857    8.4457325
#> lag1_var4 -4.7637415  2.2839325  -7.7797750   -1.3676153
#> const     14.3346722 13.4312208  -6.4241191   28.0186336
#> exo1      -1.4949897  1.1312726  -3.1465715   -0.1351621
#> exo2       1.5371490  1.1937113  -0.3867847    2.7458105
#> exo3       0.8654824  1.2407210  -0.9636298    2.2054492
#> 
#> $SVK$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  1.3378441  0.6308129   0.43471122    2.1390297
#> lag1_var2 -1.5129843  1.2722962  -3.11849943    0.3892472
#> lag1_var3 -1.5894621  2.1976007  -4.37104028    1.6838211
#> lag1_var4  2.1033413  2.0355704  -0.97699850    4.6309103
#> const     -4.6690891 10.5009652 -14.40140585   11.4820000
#> exo1       1.0478094  0.7105211   0.08545039    2.0595215
#> exo2      -1.7493073  0.6544176  -2.47010253   -0.7332269
#> exo3       0.5562524  0.9789221  -0.47923724    2.1618047
#> 
#> $SVK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3977287 0.3295200 -0.06902668    0.7778320
#> lag1_var2  0.5720623 0.6534272 -0.28497485    1.4004705
#> lag1_var3  0.9707696 1.1431992 -0.54924370    2.4214729
#> lag1_var4 -0.1730763 1.0433029 -1.48938637    1.2034484
#> const      2.2460527 3.5983047 -2.88350106    7.2587169
#> exo1       0.1860334 0.3499777 -0.19069612    0.6504587
#> exo2      -0.8749205 0.4814758 -1.59971839   -0.1994912
#> exo3       1.1773082 0.4269779  0.60711199    1.8004175
#> 
#> 
#> 
#> $SVN
#> $SVN$Sigma
#> $SVN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005811887 9.346516e-05 0.0004688301 0.0007198979
#> 
#> $SVN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01165204 0.002961333 -0.01579433 -0.007311641
#> Sigma[2,2]  0.53456346 0.130127844  0.34494764  0.680909108
#> 
#> $SVN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009864545 0.004405077  0.004928572   0.01679494
#> Sigma[3,2] -0.417649032 0.158223796 -0.623340475  -0.21954079
#> Sigma[3,3]  0.684861745 0.176524231  0.458692337   0.92867649
#> 
#> $SVN$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003286943 0.00386220 -0.002121922  0.008787255
#> Sigma[4,2] -0.113260130 0.11690691 -0.270521621  0.055669811
#> Sigma[4,3]  0.472863316 0.11543303  0.315478879  0.628235838
#> Sigma[4,4]  0.436143864 0.09900716  0.303265879  0.564881442
#> 
#> 
#> $SVN$A
#> $SVN$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98081177 0.01223482  0.964053521   1.00023575
#> lag1_var2  0.02491812 0.04536865 -0.042345357   0.07516699
#> lag1_var3  0.03805760 0.08055098 -0.084196891   0.12626600
#> lag1_var4 -0.03683873 0.07770859 -0.121299425   0.08089581
#> const      0.40640375 0.13696356  0.256329062   0.61731013
#> exo1       0.01837209 0.02170576 -0.006505705   0.05122035
#> exo2      -0.05652928 0.02745566 -0.082713367  -0.01134934
#> exo3       0.06284889 0.01565206  0.042103872   0.08215810
#> 
#> $SVN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.52487583 0.5691409  -1.3080727     0.303306
#> lag1_var2  0.95701924 1.6994449  -1.5541684     3.278051
#> lag1_var3  0.05530444 2.9882853  -4.3085444     4.185504
#> lag1_var4  0.15021255 2.8254205  -3.6757277     4.286668
#> const      1.12910079 4.7598155  -5.6024261     7.621923
#> exo1      -0.75317329 0.5228936  -1.5414388    -0.115369
#> exo2       0.42843718 0.6685651  -0.6145997     1.120104
#> exo3      -0.04300507 0.6312893  -0.7931722     1.000314
#> 
#> $SVN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3490836 0.5451564  -0.4834680    0.9985317
#> lag1_var2  2.7225130 1.2107398   1.3741978    4.5216205
#> lag1_var3  5.8486996 2.1548580   3.4476974    9.0895090
#> lag1_var4 -5.1881118 2.1411493  -8.3960357   -2.7761130
#> const     12.0203696 5.6285826   4.6779885   20.5661350
#> exo1       0.6573129 0.6492550  -0.1360259    1.5211514
#> exo2      -0.9463496 0.8676344  -1.9133884    0.4664346
#> exo3       0.2967307 0.4545769  -0.2873389    0.8369305
#> 
#> $SVN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03937884 0.3495625  -0.5250395    0.4153962
#> lag1_var2  3.20633999 1.1599861   1.4088553    4.6813319
#> lag1_var3  5.77881111 2.0706463   2.5982326    8.4289035
#> lag1_var4 -4.98168436 2.0900332  -7.7590429   -1.8924225
#> const     11.88287249 5.4653411   5.0469175   19.7565306
#> exo1       0.22635375 0.6180244  -0.4692466    1.1138874
#> exo2      -0.74398245 0.7347874  -1.7335447    0.1900762
#> exo3       0.28253806 0.4771363  -0.4080736    0.8431971
#> 
#> 
#> 
#> $SWE
#> $SWE$Sigma
#> $SWE$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0003675513 0.0001337921 0.000252198 0.0005998059
#> 
#> $SWE$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007667062 0.003260837 -0.01296107 -0.005179454
#> Sigma[2,2]  0.768019635 0.175658174  0.53094829  1.008489891
#> 
#> $SWE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005123256 0.002561764  0.002350167  0.009308481
#> Sigma[3,2] -0.620995179 0.175240380 -0.819477117 -0.368284548
#> Sigma[3,3]  0.656977732 0.202835953  0.394002789  0.919055684
#> 
#> $SWE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0002676565 0.001582705 -0.001666881  0.002442491
#> Sigma[4,2] -0.1467365079 0.104229414 -0.286872595 -0.006889151
#> Sigma[4,3]  0.2862300242 0.115483772  0.167075804  0.471534443
#> Sigma[4,4]  0.2095284624 0.066761947  0.146768710  0.325013503
#> 
#> 
#> $SWE$A
#> $SWE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99830314 0.01493099  0.97875940 1.0203937591
#> lag1_var2  0.01349946 0.03848291 -0.04390144 0.0668092379
#> lag1_var3  0.01217300 0.05817519 -0.07696732 0.0893181743
#> lag1_var4 -0.01704288 0.05505984 -0.08985440 0.0673607635
#> const      0.33551651 0.19352709  0.03647164 0.5499411615
#> exo1      -0.01181822 0.01512181 -0.03151889 0.0090389534
#> exo2      -0.02528758 0.01898509 -0.05048102 0.0008840043
#> exo3       0.04165927 0.01507762  0.02339500 0.0667704290
#> 
#> $SWE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.4577246 0.4960125  -2.1831080   -0.9007733
#> lag1_var2  2.6500285 1.2240132   1.0582984    4.4964627
#> lag1_var3  3.1671432 1.8947732   0.6336128    6.0575616
#> lag1_var4 -2.6564257 1.8039444  -5.4115627   -0.2923754
#> const      9.2713616 5.6425106  -0.1693014   16.3593677
#> exo1      -0.5556627 0.9676501  -1.7470784    0.6949124
#> exo2       0.8163393 0.7522209  -0.1493762    1.8729712
#> exo3       0.8848182 0.8150886   0.1454214    2.2580577
#> 
#> $SWE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   2.2130530 0.4066278    1.600762    2.6716362
#> lag1_var2  -3.6428061 1.1291000   -5.326196   -2.1628141
#> lag1_var3  -5.1672870 1.8037719   -7.791336   -2.8445648
#> lag1_var4   5.4161793 1.7353048    3.151247    7.9644948
#> const     -13.4445186 5.2673391  -20.676955   -5.6934307
#> exo1        0.4754412 0.9025301   -0.834213    1.6682110
#> exo2       -0.9910491 0.6898054   -1.941052   -0.1850143
#> exo3       -0.4967011 0.6063865   -1.505676    0.1302827
#> 
#> $SWE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.3668773 0.2213817   1.0532319   1.61951534
#> lag1_var2 -2.4775072 0.6759673  -3.3071574  -1.47222822
#> lag1_var3 -3.9697742 1.0670945  -5.2905844  -2.35708837
#> lag1_var4  4.5469907 1.0177012   2.9973206   5.83571564
#> const     -9.9220526 2.3879859 -12.8819642  -6.46786062
#> exo1       0.1305145 0.4449894  -0.4441357   0.66721122
#> exo2      -0.4911014 0.3331178  -0.8942089  -0.01302457
#> exo3       0.0994644 0.3137565  -0.2712216   0.55392770
#> 
#> 
#> 
#> $SWZ
#> $SWZ$Sigma
#> $SWZ$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002264432 7.676719e-05 0.0001553151 0.0003566399
#> 
#> $SWZ$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002641485 0.001261521 -0.004212584 -0.0006566578
#> Sigma[2,2]  0.774571126 0.251431524  0.522135956  1.1596871073
#> 
#> $SWZ$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001152788 0.0006315594  0.0001560219  0.001918647
#> Sigma[3,2] -0.386187687 0.1272590734 -0.5742481128 -0.250020966
#> Sigma[3,3]  0.202378186 0.0659171997  0.1299159435  0.305121591
#> 
#> $SWZ$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0002653443 0.0002485246 -0.0005445037 9.946959e-05
#> Sigma[4,2]  0.0127657655 0.0214190707 -0.0131293332 4.201005e-02
#> Sigma[4,3]  0.0052494307 0.0091888685 -0.0067241030 1.586780e-02
#> Sigma[4,4]  0.0142720028 0.0032958130  0.0108937146 1.945420e-02
#> 
#> 
#> $SWZ$A
#> $SWZ$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9814155295 0.01546145  0.96147217   1.00186392
#> lag1_var2  0.0009115284 0.02005474 -0.02747274   0.02568471
#> lag1_var3 -0.0024272861 0.03902122 -0.05741221   0.04603239
#> lag1_var4  0.0046337899 0.03487522 -0.03884986   0.05318836
#> const      0.2655927289 0.15685994  0.03443569   0.45587508
#> exo1      -0.0220283101 0.01461728 -0.04370817  -0.00649420
#> exo2      -0.0416142947 0.02243493 -0.07365391  -0.01022638
#> exo3       0.0596428824 0.01356504  0.04388462   0.07726335
#> 
#> $SWZ$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.87043216  1.4761470  -2.5525458    1.3729907
#> lag1_var2  2.34871219  2.1390349  -0.6145717    4.9880310
#> lag1_var3  2.64943299  4.2841351  -3.2852636    7.8927504
#> lag1_var4 -2.41773092  3.7821995  -7.0098169    2.8638703
#> const      8.20154764 10.5681843  -6.3839557   21.6489041
#> exo1      -0.55179061  0.5237137  -1.0715590    0.2978158
#> exo2       4.37825777  0.5620467   3.8481743    5.2783177
#> exo3       0.05827108  0.7602922  -0.9383531    1.1932086
#> 
#> $SWZ$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.560896732 0.6989063  -0.4955111    1.3438058
#> lag1_var2 -0.840453525 1.0252882  -2.1173235    0.5847418
#> lag1_var3 -0.674862689 2.0543830  -3.2190623    2.1753590
#> lag1_var4  1.472645687 1.8233641  -1.0446226    3.7126951
#> const     -2.838052265 5.8626618 -10.4442832    5.3180537
#> exo1       0.222983893 0.2971749  -0.2072139    0.5495413
#> exo2      -2.568246808 0.3043830  -3.0186794   -2.2351357
#> exo3      -0.003509344 0.3808273  -0.5061830    0.5566076
#> 
#> $SWZ$A$equation4
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0676305430 0.1451813  -0.1359470   0.23608161
#> lag1_var2  0.0180291036 0.1888608  -0.2022437   0.28632911
#> lag1_var3  0.0005964519 0.3687352  -0.4350952   0.52249790
#> lag1_var4  0.9703789444 0.3242431   0.5180576   1.34575200
#> const     -0.5107466501 1.2886874  -2.3442977   0.96695372
#> exo1      -0.0754992190 0.1097014  -0.2494121   0.06370019
#> exo2      -0.5122844880 0.0948321  -0.6423767  -0.37337894
#> exo3       0.0002183867 0.1120995  -0.1793523   0.11120900
#> 
#> 
#> 
#> $SYR
#> $SYR$Sigma
#> $SYR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006901433 0.001811683 0.004261767  0.009363102
#> 
#> $SYR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07250335 0.02011655 -0.09579417  -0.04259177
#> Sigma[2,2]  1.37001458 0.36147093  0.98872068   1.87808797
#> 
#> $SYR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.06612547 0.01714199  0.03899069   0.08672901
#> Sigma[3,2] -1.05168116 0.27653066 -1.43010993  -0.68694889
#> Sigma[3,3]  1.18709256 0.34000596  0.78186376   1.71221075
#> 
#> $SYR$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.04101613 0.01287453  0.02455211   0.05766709
#> Sigma[4,2] -0.52531628 0.18786611 -0.76664495  -0.27596801
#> Sigma[4,3]  0.84046794 0.26296067  0.55778504   1.25174636
#> Sigma[4,4]  0.70673657 0.22511739  0.49431475   1.06165885
#> 
#> 
#> $SYR$A
#> $SYR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94760893 0.03020678  0.90011840   0.98411154
#> lag1_var2  0.04245796 0.05168862 -0.01579488   0.11908377
#> lag1_var3  0.09800781 0.10720021 -0.03432107   0.26233490
#> lag1_var4 -0.07877867 0.09535237 -0.22492453   0.03910079
#> const      0.40161783 0.72978452 -0.71171542   1.35981888
#> exo1       0.02467128 0.11127718 -0.12567342   0.18298892
#> exo2       0.03038532 0.07551533 -0.07955110   0.12988821
#> exo3       0.06535383 0.11699325 -0.10447840   0.19959917
#> 
#> $SYR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3129831  0.4631688  -0.2834932    0.9432751
#> lag1_var2  0.5573958  0.6188583  -0.3351741    1.2374439
#> lag1_var3 -0.3965802  1.2520246  -2.2342635    0.9818699
#> lag1_var4  0.2568745  1.0785370  -0.9441182    1.8404686
#> const      1.5452950 10.1921745 -11.5643063   15.7244966
#> exo1       1.9516030  1.0905048   0.5056703    3.3910896
#> exo2       1.7432063  0.9572873   0.6780983    3.0955928
#> exo3      -0.3366429  1.4801363  -2.2771953    1.7369231
#> 
#> $SYR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7129167 0.4608005  -1.2923429  -0.03565335
#> lag1_var2  1.1136302 0.6051148   0.3788624   2.00055907
#> lag1_var3  3.3539886 1.2650308   1.7977117   5.28599767
#> lag1_var4 -2.1066525 1.1296588  -3.8593750  -0.72956023
#> const      4.7488245 8.9073639  -6.1816216  17.86613512
#> exo1      -1.1494860 1.4674877  -3.0206585   1.02089319
#> exo2      -2.0092968 1.0458219  -3.4867972  -0.60824158
#> exo3       0.1234326 1.4098590  -2.0125050   1.95804384
#> 
#> $SYR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.64153963 0.3442803  -1.0073718  -0.08531513
#> lag1_var2  1.17494483 0.5111664   0.5087653   1.87537751
#> lag1_var3  2.76311060 1.1351446   1.2196175   4.27268338
#> lag1_var4 -1.51576001 1.0291103  -2.8792540  -0.09003568
#> const      4.21393479 5.8828845  -2.1141962  12.92523701
#> exo1      -0.29596838 1.2431815  -1.9368220   1.61955113
#> exo2      -1.55880048 0.7940801  -2.6437161  -0.46650274
#> exo3      -0.02241592 0.9160993  -1.4761568   1.15775505
#> 
#> 
#> 
#> $TCD
#> $TCD$Sigma
#> $TCD$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005022037 0.001026056 0.003624386  0.006193029
#> 
#> $TCD$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001789215 0.0007605506 -0.003049069 -0.001029404
#> Sigma[2,2]  0.005343052 0.0013254726  0.003912774  0.007046968
#> 
#> $TCD$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.001540585 0.002032784 -0.004766221  0.0006566473
#> Sigma[3,2] -0.008808250 0.003735254 -0.014109265 -0.0050810156
#> Sigma[3,3]  0.074224119 0.020721917  0.045632097  0.1006061991
#> 
#> $TCD$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002706255 0.002264534 -0.005795494  2.362744e-05
#> Sigma[4,2] -0.005422231 0.003221351 -0.009862213 -1.857348e-03
#> Sigma[4,3]  0.069450495 0.019364271  0.042623459  9.496850e-02
#> Sigma[4,4]  0.066895854 0.018338857  0.041472675  9.155391e-02
#> 
#> 
#> $TCD$A
#> $TCD$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97995228 0.02877289  0.946913381   1.02404803
#> lag1_var2  0.04753598 0.19348223 -0.167207272   0.33852482
#> lag1_var3  0.11310944 0.29787933 -0.262269056   0.52533048
#> lag1_var4 -0.11363471 0.29823521 -0.525788442   0.26164753
#> const      0.54946999 0.73857570 -0.558393154   1.46820461
#> exo1       0.04291497 0.06199606 -0.008709013   0.15051231
#> exo2      -0.04281340 0.07881448 -0.171203807   0.04505252
#> exo3      -0.02439269 0.07565979 -0.105894215   0.09010125
#> 
#> $TCD$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.03812010 0.01639923  0.01148524    0.0540986
#> lag1_var2  0.45357635 0.22573860  0.09280503    0.7139619
#> lag1_var3 -0.12050991 0.31168416 -0.55330905    0.2921992
#> lag1_var4  0.11110776 0.30900087 -0.30269930    0.5369049
#> const      0.16580003 0.55294967 -0.70625841    0.8243234
#> exo1       0.01643227 0.06498662 -0.06083697    0.1129122
#> exo2       0.57918054 0.09315764  0.46346446    0.7332345
#> exo3       0.14515164 0.05648058  0.08162352    0.2345776
#> 
#> $TCD$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.34968619 0.08473521  -0.4406308 -0.228699855
#> lag1_var2  2.09093479 0.74709305   1.1170826  3.143275561
#> lag1_var3  3.23841421 1.23556674   1.5562057  4.934193936
#> lag1_var4 -2.25729390 1.23251179  -3.9438915 -0.580692205
#> const      8.17102855 2.20425122   5.0342054 10.930469034
#> exo1      -0.02690323 0.29559493  -0.4775166  0.219889901
#> exo2      -0.57342011 0.24737529  -0.8793107 -0.244116192
#> exo3      -0.29186161 0.21345247  -0.5725050  0.007668093
#> 
#> $TCD$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.29394686 0.08405281  -0.3956742  -0.17428379
#> lag1_var2  2.15034763 0.70553720   1.2359853   3.17524629
#> lag1_var3  2.77556077 1.21563893   1.3125295   4.49380407
#> lag1_var4 -1.79097406 1.21449323  -3.5025992  -0.33306067
#> const      6.93698670 2.15578745   3.7663521   9.26956759
#> exo1      -0.01251672 0.28347560  -0.4400684   0.26763566
#> exo2      -0.23077158 0.24409570  -0.4916935   0.13079899
#> exo3      -0.21149835 0.20194547  -0.4535859   0.09684013
#> 
#> 
#> 
#> $TGO
#> $TGO$Sigma
#> $TGO$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002765826 0.0005706583 0.002061849  0.003598932
#> 
#> $TGO$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006821291 0.002925847 -0.01032437 -0.002162814
#> Sigma[2,2]  0.115812214 0.029513705  0.08233086  0.162451512
#> 
#> $TGO$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003721714 0.002428395 -0.000310069  0.006075642
#> Sigma[3,2] -0.069722045 0.015474165 -0.092690834 -0.050911139
#> Sigma[3,3]  0.052056286 0.008442314  0.040661099  0.064135654
#> 
#> $TGO$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0002798984 0.001030374 -0.001802756  0.001002964
#> Sigma[4,2] -0.0023495058 0.002957882 -0.006240509  0.001922633
#> Sigma[4,3]  0.0119808684 0.003610948  0.007744030  0.017266060
#> Sigma[4,4]  0.0111489164 0.002740027  0.008611115  0.015393111
#> 
#> 
#> $TGO$A
#> $TGO$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.980003259 0.03956961  0.92801809   1.03600704
#> lag1_var2 -0.060724970 0.13797926 -0.25614224   0.15346263
#> lag1_var3 -0.057655714 0.24865591 -0.40173972   0.32461573
#> lag1_var4  0.065003127 0.24578138 -0.30792551   0.41550611
#> const      0.134878610 0.59959481 -0.79073195   0.82963473
#> exo1       0.005950862 0.02986894 -0.03507472   0.04247377
#> exo2      -0.009409634 0.04243355 -0.06437955   0.05227238
#> exo3       0.026935672 0.05596842 -0.05391255   0.09095990
#> 
#> $TGO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2712098 0.3511480  -0.8296021    0.1300381
#> lag1_var2  1.2816398 0.9012821  -0.1154434    2.2941250
#> lag1_var3  0.7127105 1.6193919  -1.7254864    2.6772347
#> lag1_var4 -0.6603931 1.5929776  -2.5591381    1.7511506
#> const      3.3394978 5.1356123  -2.2250499   11.0637059
#> exo1      -0.3163889 0.2859703  -0.6729180    0.1245615
#> exo2       0.3370798 0.4930839  -0.2496071    1.0689894
#> exo3       0.2313096 0.3772431  -0.1832477    0.7878088
#> 
#> $TGO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1697615 0.2053030 -0.03198103    0.4877930
#> lag1_var2  0.1936518 0.7717730 -0.87515979    1.1722221
#> lag1_var3  1.1710383 1.3710723 -0.77281463    2.8835552
#> lag1_var4 -0.2517795 1.3586648 -1.94567076    1.6565078
#> const      0.6573441 3.5947445 -4.53330957    5.0665396
#> exo1       0.1913884 0.1562332 -0.03338918    0.3862714
#> exo2      -0.7814117 0.3233140 -1.25163436   -0.4028829
#> exo3       0.1176640 0.2603896 -0.24405284    0.4206156
#> 
#> $TGO$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.019146305 0.05984630 -0.06254174    0.1043163
#> lag1_var2  0.702415826 0.39332896  0.12332425    1.1590945
#> lag1_var3  1.173894804 0.66670644  0.18380183    1.9721425
#> lag1_var4 -0.202106199 0.67065529 -1.00902509    0.7860407
#> const      1.146216679 1.22973096 -0.50003545    2.9210124
#> exo1       0.006480077 0.08861748 -0.10220949    0.1359013
#> exo2      -0.594773267 0.09304793 -0.70341816   -0.4525670
#> exo3       0.267590028 0.08900724  0.14496982    0.3804274
#> 
#> 
#> 
#> $THA
#> $THA$Sigma
#> $THA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001040189 0.0002323015 0.0007474147  0.001372063
#> 
#> $THA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01019408 0.002378696 -0.01337313 -0.007305612
#> Sigma[2,2]  0.22772886 0.052108911  0.17997113  0.319135764
#> 
#> $THA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008473509 0.004696477  0.001438247   0.01414995
#> Sigma[3,2] -0.185941463 0.063669227 -0.258187469  -0.09374263
#> Sigma[3,3]  0.693526245 0.156270421  0.489360770   0.90662558
#> 
#> $THA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001046745 0.004428268 -0.005646034  0.006272182
#> Sigma[4,2] -0.019435773 0.052787272 -0.085335349  0.048914223
#> Sigma[4,3]  0.562035487 0.141141438  0.387361364  0.763682439
#> Sigma[4,4]  0.552417992 0.140094770  0.386068659  0.741418251
#> 
#> 
#> $THA$A
#> $THA$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.988196417 0.009823323  0.97523595   1.00095284
#> lag1_var2  0.018751991 0.063410356 -0.06551119   0.09901030
#> lag1_var3  0.001805968 0.088496160 -0.11694467   0.11018740
#> lag1_var4 -0.003248681 0.089077565 -0.11238632   0.11566683
#> const      0.431276023 0.238852314  0.17558252   0.82506768
#> exo1      -0.011811778 0.023103989 -0.04043599   0.02260889
#> exo2      -0.097073497 0.053914120 -0.17892120  -0.03564007
#> exo3      -0.014976495 0.031360545 -0.04673216   0.02512650
#> 
#> $THA$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.185752266 0.2035924 -0.39659835    0.1255258
#> lag1_var2  1.072409822 1.1541025 -0.43540906    2.5630056
#> lag1_var3  0.822953787 1.6143971 -1.19582572    2.8698734
#> lag1_var4 -0.760912928 1.6016626 -2.77933043    1.2425894
#> const      1.076042793 4.4485641 -5.88534083    6.2005841
#> exo1       0.001760915 0.3003311 -0.47595681    0.3341230
#> exo2       0.419140956 0.7638813 -0.49550464    1.5073909
#> exo3       0.580455906 0.4393744  0.03153905    1.1865402
#> 
#> $THA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.37131769 0.2760135  -0.7502827  -0.04605918
#> lag1_var2  2.84850149 2.5255194  -0.6671473   6.01818661
#> lag1_var3  4.45801324 3.5926312  -0.5663607   9.04990080
#> lag1_var4 -3.52896914 3.5753382  -8.1222367   1.42913471
#> const     14.23768723 6.6835654   5.9811354  24.42707450
#> exo1       0.18296077 0.7395069  -0.6357104   1.30269831
#> exo2       0.09208996 0.9470151  -1.4173630   1.29038483
#> exo3      -0.37504801 0.5543079  -1.2774431   0.19331218
#> 
#> $THA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4791982 0.2012392  -0.8041470   -0.2590049
#> lag1_var2  3.3645173 2.2675446  -0.2167797    6.0351729
#> lag1_var3  4.6938694 3.2210458  -0.3956140    8.3941836
#> lag1_var4 -3.7109598 3.2029426  -7.4300678    1.3273302
#> const     13.6688886 4.3562660   8.3608996   20.5976225
#> exo1       0.1775779 0.7109256  -0.6697171    1.2913755
#> exo2       0.3907796 0.5807642  -0.4395800    1.1338672
#> exo3       0.0406789 0.4907578  -0.6026133    0.6778876
#> 
#> 
#> 
#> $TJK
#> $TJK$Sigma
#> $TJK$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00181256 0.0004430325 0.001294304  0.002464601
#> 
#> $TJK$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0003706886 0.006083608 -0.007608979  0.008715858
#> Sigma[2,2]  0.6257667755 0.139272983  0.474754784  0.858041678
#> 
#> $TJK$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.001523624 0.002201438 -0.004810195  0.0006241324
#> Sigma[3,2] -0.248583346 0.060560322 -0.345946895 -0.1770297336
#> Sigma[3,3]  0.137462255 0.032065129  0.093815718  0.1791151511
#> 
#> $TJK$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001642733 0.001245477 -0.003751268 -0.0004839929
#> Sigma[4,2]  0.035328935 0.024678746 -0.003447187  0.0598926380
#> Sigma[4,3]  0.029137118 0.015882984  0.011749050  0.0528400218
#> Sigma[4,4]  0.050368416 0.011906820  0.039067674  0.0695686233
#> 
#> 
#> $TJK$A
#> $TJK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.088304838 0.01300977  1.07155111  1.106387109
#> lag1_var2 -0.041975867 0.03737035 -0.08123648  0.005911100
#> lag1_var3 -0.166601377 0.08511449 -0.25335551 -0.058105294
#> lag1_var4  0.113587744 0.08060080  0.01241096  0.195305440
#> const      0.032351258 0.29136427 -0.38460868  0.387208826
#> exo1      -0.012539655 0.03781326 -0.06254463  0.034908187
#> exo2      -0.037829196 0.02900532 -0.06509349  0.007857752
#> exo3      -0.003788686 0.02661074 -0.03555568  0.034110497
#> 
#> $TJK$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.3615937 0.4535015  -2.0655318   -0.7943011
#> lag1_var2  1.8399707 1.2445511   0.5811543    3.9347650
#> lag1_var3  2.5316940 2.8926319  -0.4349180    7.3758601
#> lag1_var4 -2.0120119 2.7779677  -6.6523537    0.8767264
#> const     10.6637767 8.0487775   0.1353958   21.8055209
#> exo1      -0.3571849 0.6704314  -1.0161832    0.7687270
#> exo2       1.0805502 0.6042263   0.2164359    1.8449198
#> exo3       1.3011430 0.8795143   0.1402474    2.3781911
#> 
#> $TJK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4842821 0.2278893   0.2107660    0.8061870
#> lag1_var2 -0.1957502 0.5911673  -1.1052105    0.5218533
#> lag1_var3  0.3033183 1.3789846  -1.7884944    1.9900472
#> lag1_var4  0.4657188 1.3305865  -1.1818329    2.4853891
#> const     -2.0242936 3.7864753  -6.8931199    2.6405814
#> exo1      -0.1104419 0.4420374  -0.8659203    0.2901056
#> exo2      -0.8379290 0.3848506  -1.3268328   -0.3113136
#> exo3      -0.6517978 0.3309490  -1.0261356   -0.1795631
#> 
#> $TJK$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.12620818 0.07543876  -0.2125110  -0.01260349
#> lag1_var2  0.38267975 0.17252602   0.1670836   0.60421680
#> lag1_var3  0.89397980 0.41105194   0.3654507   1.41618828
#> lag1_var4  0.14158960 0.38954920  -0.3558780   0.63596601
#> const      1.26261877 1.17624436  -0.2069985   2.76624239
#> exo1      -0.32414842 0.19344610  -0.5934347  -0.07702090
#> exo2      -0.38602647 0.21631837  -0.7342745  -0.17738174
#> exo3      -0.07159963 0.13711375  -0.2325872   0.13847514
#> 
#> 
#> 
#> $TKM
#> $TKM$Sigma
#> $TKM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004223612 0.001086084 0.002575287  0.005759135
#> 
#> $TKM$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01031925 0.007557631 -0.02181925 -0.002696705
#> Sigma[2,2]  0.64752858 0.165574147  0.45950742  0.891977539
#> 
#> $TKM$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.02422662 0.007348889 -0.03579781  -0.01591736
#> Sigma[3,2] -0.21179732 0.067305166 -0.29822827  -0.13530402
#> Sigma[3,3]  0.32582084 0.062059323  0.25848389   0.41573119
#> 
#> $TKM$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.03152179 0.008461823 -0.04460822  -0.02055494
#> Sigma[4,2]  0.14578682 0.074461836  0.06542083   0.24566851
#> Sigma[4,3]  0.22391016 0.061302731  0.15998662   0.32124637
#> Sigma[4,4]  0.32085196 0.081978361  0.21285434   0.42836674
#> 
#> 
#> $TKM$A
#> $TKM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.01212522 0.03107569   0.9793910  1.065394599
#> lag1_var2  0.07318714 0.11900958  -0.1174022  0.200173949
#> lag1_var3  0.10446034 0.21822810  -0.2421204  0.338899637
#> lag1_var4 -0.11679192 0.21549387  -0.3501776  0.228072684
#> const      0.27394427 0.88307757  -1.1188600  1.309251173
#> exo1       0.03296792 0.05191304  -0.0390972  0.107675181
#> exo2      -0.12533154 0.07430652  -0.1997530 -0.001140418
#> exo3      -0.10163915 0.06378726  -0.2059720 -0.028666530
#> 
#> $TKM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.4447783 0.2914046   0.1036261    0.8361849
#> lag1_var2  -3.0923381 0.6772207  -4.1488397   -2.3662558
#> lag1_var3  -7.1241049 1.2520828  -9.0294497   -5.6624199
#> lag1_var4   7.2019412 1.2332726   5.8194998    9.0860518
#> const     -11.9845821 6.7388376 -22.0540616   -3.7818407
#> exo1       -0.4444603 0.9390704  -1.7538025    0.6715048
#> exo2        0.4767073 1.0796557  -1.0343563    1.9004881
#> exo3        0.9130249 0.5298854   0.3467779    1.6755102
#> 
#> $TKM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4321784 0.1817494  -0.7361743   -0.2417112
#> lag1_var2  2.0614341 0.8814233   1.2790415    3.5864352
#> lag1_var3  4.7518533 1.6316808   3.2499877    7.5787137
#> lag1_var4 -3.8010015 1.5924311  -6.5490840   -2.3261974
#> const     11.9423657 5.3728904   5.4032025   20.0920486
#> exo1      -0.2549687 0.5064396  -1.0211278    0.3071135
#> exo2      -1.2918334 0.6693138  -2.0124352   -0.2436211
#> exo3      -0.6938182 0.5801065  -1.5496309    0.1320297
#> 
#> $TKM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.18013310 0.2549959  -0.5771275   0.06570574
#> lag1_var2  0.08286016 1.0972681  -0.8594965   1.95208505
#> lag1_var3  0.34724328 2.0315703  -1.4871238   3.78725385
#> lag1_var4  0.66946210 1.9938629  -2.7010464   2.46600637
#> const      3.96710193 6.5882012  -4.0235920  14.20623975
#> exo1      -0.51800925 0.4939350  -1.2799717   0.10236663
#> exo2      -1.12147000 0.5816508  -2.1236828  -0.61933334
#> exo3      -0.20311638 0.6025659  -0.9980592   0.59589288
#> 
#> 
#> 
#> $TLS
#> $TLS$Sigma
#> $TLS$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003099929 0.0009831104 0.002038636  0.004673067
#> 
#> $TLS$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002458097 0.001577473 -0.004332349 -0.0001228644
#> Sigma[2,2]  0.061871383 0.010809376  0.047337801  0.0770310058
#> 
#> $TLS$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01137321 0.006156728 -0.02013195  -0.00431001
#> Sigma[3,2] -0.02294870 0.020810620 -0.05433934  -0.00149536
#> Sigma[3,3]  0.23592383 0.068250681  0.14682940   0.32050427
#> 
#> $TLS$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01348699 0.006381665 -0.02299732 -0.006127739
#> Sigma[4,2]  0.01900295 0.021230186 -0.01287413  0.043996036
#> Sigma[4,3]  0.22896354 0.067294849  0.14618181  0.318367566
#> Sigma[4,4]  0.25080381 0.068501623  0.16995112  0.352458354
#> 
#> 
#> $TLS$A
#> $TLS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.02382876 0.02559338  0.98307693   1.05614901
#> lag1_var2 -0.12363782 0.15429002 -0.28966109   0.10314032
#> lag1_var3 -0.18827452 0.23182017 -0.44928909   0.15657886
#> lag1_var4  0.18218739 0.23282936 -0.15838167   0.44529562
#> const     -0.05738551 0.67467647 -0.96829550   0.86580241
#> exo1       0.06334893 0.05928134  0.00433725   0.15902886
#> exo2      -0.13840739 0.07532666 -0.25281465  -0.06032269
#> exo3      -0.05030180 0.07838709 -0.17276909   0.02693211
#> 
#> $TLS$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1420752 0.09736702  -0.2851624  -0.02746954
#> lag1_var2  0.7380464 0.55890458   0.2061885   1.71536298
#> lag1_var3 -0.3994853 0.82651254  -1.2577514   1.00932772
#> lag1_var4  0.4267975 0.82630804  -0.9914335   1.27717902
#> const      1.0258798 2.25866925  -1.0930572   4.57621936
#> exo1      -0.0547930 0.15414325  -0.2876404   0.13602665
#> exo2      -0.1200558 0.23618720  -0.4716743   0.16236681
#> exo3      -0.2195530 0.29025666  -0.6300832   0.13190758
#> 
#> $TLS$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05677149 0.2907924  -0.3915154   0.36850658
#> lag1_var2  1.22610338 1.7444302  -0.4565312   3.96810295
#> lag1_var3  2.93961470 2.6606373   0.4052819   7.13640452
#> lag1_var4 -2.04368332 2.6903521  -6.2389607   0.56471583
#> const      6.19523645 8.5301754  -5.1081753  17.92482889
#> exo1      -0.22707695 0.4872377  -1.0580428   0.26115463
#> exo2      -0.46343090 0.6168449  -1.2287123   0.40462912
#> exo3      -0.32620062 0.3869400  -0.9877968   0.09189227
#> 
#> $TLS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03576956 0.3233551  -0.4982376   0.31293368
#> lag1_var2  1.49175287 1.8394677  -0.3452447   4.54174372
#> lag1_var3  2.33577722 2.7856863  -0.3675323   6.99675974
#> lag1_var4 -1.40326521 2.8147507  -6.0802476   1.38047783
#> const      5.61859855 9.1391657  -6.1627599  17.01418651
#> exo1      -0.27217050 0.4707077  -1.1008912   0.16659059
#> exo2      -0.56281746 0.6642521  -1.4925186   0.34261612
#> exo3      -0.48123089 0.3965130  -1.0529650   0.07156067
#> 
#> 
#> 
#> $TON
#> $TON$Sigma
#> $TON$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006542183 0.0001749964 0.0004497531  0.000889663
#> 
#> $TON$Sigma$equation2
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.002616012 0.001675046 -0.0000310642  0.004344617
#> Sigma[2,2] 0.197416469 0.034704597  0.1545926372  0.244986453
#> 
#> $TON$Sigma$equation3
#>                    mean         sd  5% quantile  95% quantile
#> Sigma[3,1] -0.002110574 0.00181779 -0.004749575  2.812122e-05
#> Sigma[3,2] -0.120657619 0.03601203 -0.180409957 -8.630429e-02
#> Sigma[3,3]  0.232668829 0.06268665  0.172137921  3.349415e-01
#> 
#> $TON$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0006467298 0.001681777 -0.002780283  0.001699276
#> Sigma[4,2] -0.0077812933 0.029200411 -0.053020464  0.025416858
#> Sigma[4,3]  0.1664616604 0.052121909  0.111471368  0.252727111
#> Sigma[4,4]  0.1649039936 0.042919630  0.119147141  0.233293059
#> 
#> 
#> $TON$A
#> $TON$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97089881 0.01455216  0.950477355   0.98961561
#> lag1_var2  0.02729918 0.07203132 -0.064889034   0.12352586
#> lag1_var3  0.04777037 0.12160050 -0.111770370   0.20322275
#> lag1_var4 -0.04444973 0.12056973 -0.199287173   0.11420303
#> const      0.40426722 0.23204213  0.105789852   0.73961302
#> exo1       0.01029387 0.01843760 -0.009217607   0.03926918
#> exo2      -0.01140945 0.01810230 -0.034063991   0.01264639
#> exo3      -0.01796251 0.03384016 -0.060638866   0.02383304
#> 
#> $TON$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0362742 0.3064838  -0.2432324    0.5275031
#> lag1_var2 -0.1566763 1.4928697  -2.5327517    1.0768232
#> lag1_var3 -1.7349473 2.5414817  -5.8080126    0.3680867
#> lag1_var4  1.7669039 2.5205516  -0.3335021    5.7982652
#> const     -2.1159640 5.0600151  -9.9146828    2.7793826
#> exo1      -0.1371474 0.4435213  -0.9511788    0.2092374
#> exo2       0.5933624 0.2013081   0.3732147    0.9023048
#> exo3      -0.2124990 0.3839768  -0.7462783    0.3084572
#> 
#> $TON$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.69701761 0.5263996  -1.4929579  -0.05599248
#> lag1_var2  2.87990954 1.5582630   1.1193555   5.06738350
#> lag1_var3  5.94926570 2.6391330   2.9367363   9.62309040
#> lag1_var4 -4.91443486 2.6088493  -8.5551474  -1.90622694
#> const     11.61271307 8.7866032  -0.4563955  23.75394683
#> exo1      -0.04804488 0.3850940  -0.6598175   0.38632004
#> exo2      -0.63939719 0.3345728  -1.0420035  -0.11684419
#> exo3      -0.08978957 0.4121178  -0.6007796   0.49464242
#> 
#> $TON$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6566295 0.4143943  -1.1763979  -0.06594409
#> lag1_var2  2.5749800 1.1703073   1.1542066   4.24519013
#> lag1_var3  4.5847148 1.9793485   2.1308612   7.34728002
#> lag1_var4 -3.5145023 1.9663868  -6.2988273  -1.06926690
#> const      9.0457189 7.0534871  -1.5133097  17.68432384
#> exo1      -0.1287471 0.3421867  -0.6073779   0.29037665
#> exo2      -0.3218776 0.3674287  -0.8072168   0.16971795
#> exo3      -0.2034272 0.3562898  -0.6819403   0.25117514
#> 
#> 
#> 
#> $TTO
#> $TTO$Sigma
#> $TTO$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001413685 0.0002583561 0.001076338  0.001810545
#> 
#> $TTO$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003808003 0.004092222 -0.008873804  0.001914917
#> Sigma[2,2]  0.316909095 0.057353086  0.251882801  0.395617212
#> 
#> $TTO$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01472916 0.004214451  0.008826211   0.02051079
#> Sigma[3,2] -0.22661827 0.079377679 -0.339189822  -0.11819985
#> Sigma[3,3]  0.53451128 0.118602698  0.408128986   0.72878033
#> 
#> $TTO$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01298818 0.004109555  0.007791811   0.01873227
#> Sigma[4,2] -0.04128504 0.080298797 -0.142504202   0.09386859
#> Sigma[4,3]  0.42357074 0.082893337  0.338500602   0.55575017
#> Sigma[4,4]  0.42344011 0.072434153  0.348442314   0.54105788
#> 
#> 
#> $TTO$A
#> $TTO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.02699116 0.01800360  1.00019466   1.04950161
#> lag1_var2 -0.12124609 0.02421598 -0.15339470  -0.09233751
#> lag1_var3 -0.21373501 0.04095106 -0.26977876  -0.16463932
#> lag1_var4  0.20532765 0.03873969  0.16003246   0.25944747
#> const     -0.16120367 0.34828294 -0.66951473   0.31533454
#> exo1       0.01116161 0.03497376 -0.04586000   0.03932126
#> exo2      -0.11210607 0.03905372 -0.15754054  -0.04655239
#> exo3      -0.01223235 0.02575330 -0.04669998   0.02438930
#> 
#> $TTO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6084850 0.2459488  -0.9308962   -0.3521513
#> lag1_var2  3.2798009 0.4192355   2.7161343    3.8661277
#> lag1_var3  3.9807832 0.7398637   2.9948382    5.0098896
#> lag1_var4 -3.8463513 0.6846120  -4.7639512   -2.9066785
#> const      6.7831969 4.0675387   2.7488429   13.0838190
#> exo1      -0.1422659 0.3645201  -0.6921860    0.3492160
#> exo2       0.9517849 0.6506003   0.1661970    1.9184425
#> exo3       0.3165807 0.5744863  -0.5186131    0.9795958
#> 
#> $TTO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6735294 0.3110037   0.3353647   1.17373610
#> lag1_var2 -2.1960520 0.5337769  -2.9816449  -1.57840215
#> lag1_var3 -2.9111561 0.9288930  -4.2600672  -1.82511694
#> lag1_var4  3.6993812 0.9155416   2.6132766   5.03208800
#> const     -4.3238064 7.1705999 -15.6988288   3.71174469
#> exo1       0.8424220 1.0566337  -0.6108774   2.27546606
#> exo2      -2.2426302 0.4705477  -2.8479473  -1.55949458
#> exo3      -0.7115348 0.4627349  -1.2515762  -0.01393656
#> 
#> $TTO$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.3798880 0.3207388  -0.04812133  0.888564255
#> lag1_var2 -0.6911058 0.5448308  -1.53316397 -0.060709477
#> lag1_var3 -1.3101787 0.9335888  -2.73950599 -0.241149557
#> lag1_var4  2.1840836 0.9222874   1.13384078  3.599632353
#> const     -2.3162200 7.4423808 -14.42335067  6.286400867
#> exo1       0.7861157 0.9225957  -0.50477361  2.034847314
#> exo2      -1.7560966 0.4944477  -2.37103070 -1.091592651
#> exo3      -0.5436740 0.5631761  -1.40542017  0.009724498
#> 
#> 
#> 
#> $TUN
#> $TUN$Sigma
#> $TUN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002973511 5.979227e-05 0.0002155461 0.0003821562
#> 
#> $TUN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007320909 0.004518202 -0.01351476 -0.001128977
#> Sigma[2,2]  0.919762911 0.237980308  0.57017732  1.193245048
#> 
#> $TUN$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00292233 0.001734563  0.0006915547  0.005121482
#> Sigma[3,2] -0.31839730 0.099354664 -0.4186272014 -0.180624086
#> Sigma[3,3]  0.21551442 0.046944472  0.1387654760  0.266636084
#> 
#> $TUN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0006576567 0.001082624 -0.002099923 0.0008313983
#> Sigma[4,2]  0.1370315196 0.061830034  0.052127020 0.2257698020
#> Sigma[4,3]  0.0757902393 0.034322025  0.036912567 0.1203497129
#> Sigma[4,4]  0.1648252532 0.050814172  0.116515608 0.2405948560
#> 
#> 
#> $TUN$A
#> $TUN$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.959770950 0.014538304  0.939782432  0.979305133
#> lag1_var2  0.045909413 0.029451139  0.004114774  0.084345441
#> lag1_var3  0.094219019 0.058416148  0.008474857  0.169540338
#> lag1_var4 -0.083928227 0.054355823 -0.153084925 -0.004272972
#> const      0.501889551 0.198596371  0.309083418  0.783705780
#> exo1       0.010150006 0.008844374 -0.002057745  0.022559591
#> exo2      -0.100862456 0.014848994 -0.122798317 -0.080818584
#> exo3       0.003563297 0.022839607 -0.027563178  0.036695033
#> 
#> $TUN$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5448289 0.4613697   0.05279444    1.3104736
#> lag1_var2 -0.5643679 0.9298856  -1.84680048    0.6125268
#> lag1_var3 -2.2727899 1.9849821  -4.94186285    0.1451536
#> lag1_var4  2.2600321 1.8101835   0.06651429    4.7244900
#> const     -5.1407322 6.4058506 -15.31530126    2.5624608
#> exo1      -0.9744096 1.1580925  -2.58902063    0.6623270
#> exo2       0.9731139 0.8589666  -0.33289070    2.0829176
#> exo3       0.7702718 1.1326941  -0.50175832    2.4355624
#> 
#> $TUN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2543930 0.3111229 -0.61268256    0.2032680
#> lag1_var2  1.2974671 0.4970621  0.76742647    2.0571154
#> lag1_var3  3.1139875 1.0417317  1.99567177    4.6537488
#> lag1_var4 -2.2006341 0.9744286 -3.69499115   -1.1743376
#> const      5.7142779 5.2590794 -1.82266241   11.4650100
#> exo1       0.4894796 0.4171692 -0.02864256    1.1109451
#> exo2      -2.1320526 0.4409221 -2.56527074   -1.4887888
#> exo3      -1.0639372 0.3474680 -1.48434199   -0.5516165
#> 
#> $TUN$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.02374938 0.3114621 -0.479902027    0.3919872
#> lag1_var2  0.86819150 0.5518170  0.060090884    1.6361101
#> lag1_var3  1.66532628 1.1600608 -0.003890871    3.2702016
#> lag1_var4 -0.72104733 1.0586445 -2.159968024    0.8055997
#> const      1.97060467 3.8044025 -3.650935650    6.3427829
#> exo1       0.02985560 0.3953780 -0.656343319    0.4780445
#> exo2      -2.03878430 0.3820766 -2.675497735   -1.7120156
#> exo3      -0.85144480 0.4124004 -1.403566166   -0.2719859
#> 
#> 
#> 
#> $TUR
#> $TUR$Sigma
#> $TUR$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001402098 0.0004795325 0.0009740713  0.002288766
#> 
#> $TUR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01710175 0.009103009 -0.03125307  -0.00786263
#> Sigma[2,2]  1.06965960 0.212896979  0.82185865   1.36577251
#> 
#> $TUR$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.005584277 0.007748755 -0.01500403  0.005907871
#> Sigma[3,2] -0.684551694 0.122121629 -0.83360261 -0.519632093
#> Sigma[3,3]  1.296840500 0.264208121  0.93759565  1.650278878
#> 
#> $TUR$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01539216 0.007028953  -0.0236304 -0.005467779
#> Sigma[4,2] -0.18067786 0.161595128  -0.3900387  0.046245527
#> Sigma[4,3]  1.04496333 0.263530402   0.7068361  1.384828526
#> Sigma[4,4]  1.04220339 0.251533470   0.7492690  1.386807523
#> 
#> 
#> $TUR$A
#> $TUR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96806202 0.02023581  0.934012867   0.98756353
#> lag1_var2  0.03305221 0.03674730 -0.006958865   0.09205132
#> lag1_var3  0.03506974 0.06977488 -0.041809388   0.14737247
#> lag1_var4 -0.02900302 0.06273116 -0.128722730   0.04192233
#> const      0.45370260 0.19019144  0.221595009   0.70965303
#> exo1      -0.03748246 0.05986894 -0.128989985   0.03686723
#> exo2      -0.05746657 0.03449097 -0.103692212  -0.01097598
#> exo3       0.01932583 0.02613390 -0.016220991   0.05674334
#> 
#> $TUR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.57093285 0.5016003  -0.1037701     1.250025
#> lag1_var2  0.06854895 0.9170264  -0.8725211     1.255064
#> lag1_var3 -1.06726122 1.6589846  -2.9648092     1.088629
#> lag1_var4  0.84030728 1.5259449  -1.1093571     2.635416
#> const     -0.10889525 9.2144233  -9.8362371    15.470115
#> exo1       0.17614665 1.5095952  -1.6401306     2.355790
#> exo2       1.00724548 1.1497718  -0.5860760     2.449318
#> exo3      -0.33774109 1.1035238  -1.7181045     1.261340
#> 
#> $TUR$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.4427029  0.5356349  -0.2547379    1.2347980
#> lag1_var2 -0.6360751  1.0487949  -2.1803401    0.8339001
#> lag1_var3 -0.7335893  1.9466052  -3.4694777    2.1149250
#> lag1_var4  1.5460625  1.7836295  -1.0928737    3.9837406
#> const     -4.8903604 11.2889631 -23.0853744    8.0096463
#> exo1      -0.2973561  0.9331785  -1.3538203    1.0960377
#> exo2      -4.4046910  1.2126659  -6.1396687   -3.1735093
#> exo3       1.5656345  1.5422322  -0.7479216    3.1364434
#> 
#> $TUR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8822902 0.4644954   0.1522693    1.5117104
#> lag1_var2 -1.2067442 0.9181601  -2.2964788    0.1388360
#> lag1_var3 -2.4911950 1.6800230  -4.3841700   -0.1640642
#> lag1_var4  3.1701252 1.5226021   1.0640936    4.8421060
#> const     -8.1624595 8.4695006 -19.9984044    2.2030827
#> exo1      -0.1886667 0.7931416  -0.8485117    1.1282292
#> exo2      -4.5303080 0.9133147  -5.6893196   -3.1638722
#> exo3       1.5243002 1.3383033  -0.2987997    3.1707848
#> 
#> 
#> 
#> $TWN
#> $TWN$Sigma
#> $TWN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004752582 0.0001229055 0.0003648215 0.0006729301
#> 
#> $TWN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006427664 0.002370205 -0.01038022 -0.004432211
#> Sigma[2,2]  0.220608478 0.068187319  0.15543626  0.335199608
#> 
#> $TWN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006117197 0.002627437  0.003787741   0.01027734
#> Sigma[3,2] -0.189098257 0.064670249 -0.287238746  -0.11185622
#> Sigma[3,3]  0.193362411 0.064952548  0.111853018   0.28695259
#> 
#> $TWN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002484678 0.001381429  0.001080355  0.004708192
#> Sigma[4,2] -0.063294111 0.030312266 -0.106019212 -0.021253740
#> Sigma[4,3]  0.086379312 0.032188940  0.048553291  0.140704166
#> Sigma[4,4]  0.051209243 0.017089891  0.037275749  0.081352638
#> 
#> 
#> $TWN$A
#> $TWN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94243578 0.01395783  0.92022434  0.957504771
#> lag1_var2  0.09402824 0.04227155  0.04301076  0.155023041
#> lag1_var3  0.14072541 0.06978214  0.05451099  0.239986907
#> lag1_var4 -0.12434103 0.06959441 -0.22349973 -0.035980611
#> const      0.59448559 0.13220844  0.45317550  0.791474313
#> exo1      -0.02956883 0.02093583 -0.06265288 -0.001396387
#> exo2      -0.00445535 0.01730257 -0.02986016  0.017476509
#> exo3       0.04787280 0.01337421  0.03209405  0.068820551
#> 
#> $TWN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.69305500 0.4182896   0.1345043    1.3000721
#> lag1_var2  0.83708708 1.0144668  -0.4582363    2.4221967
#> lag1_var3  0.42021084 1.6084945  -1.5757403    2.9947246
#> lag1_var4 -0.76759375 1.5710462  -3.3103473    1.1304416
#> const      3.13514578 5.4690321  -3.8861707   10.1858243
#> exo1       0.03028933 0.4857130  -0.6702628    0.6927982
#> exo2       0.08272917 0.6065605  -0.8692136    0.8683138
#> exo3      -0.11637571 0.4612134  -0.8870858    0.4396781
#> 
#> $TWN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.26999462 0.3206580  -0.7296446    0.1823315
#> lag1_var2  0.03824194 0.8570794  -1.3426630    0.9049001
#> lag1_var3  0.58233294 1.3603953  -1.6083781    2.0037650
#> lag1_var4  0.53710078 1.3472253  -0.8987796    2.7205062
#> const     -0.74447016 4.6163814  -6.9140558    6.0260274
#> exo1       0.01847025 0.4443602  -0.6274826    0.6330557
#> exo2      -0.21262572 0.6753267  -1.0308873    0.8296867
#> exo3       0.24769035 0.4278639  -0.2367465    0.9512362
#> 
#> $TWN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.14072266 0.1166906 -0.02788694    0.3103008
#> lag1_var2  0.29102070 0.3586125 -0.22112774    0.6753319
#> lag1_var3  0.41890913 0.5701587 -0.35190548    1.0430213
#> lag1_var4  0.51914413 0.5761081 -0.09972817    1.3037777
#> const     -0.34007118 2.0346142 -2.68814815    2.6206702
#> exo1       0.03794422 0.2247753 -0.23038635    0.3799598
#> exo2      -0.16982515 0.3533463 -0.55314886    0.3721019
#> exo3       0.18754480 0.1955398  0.01307673    0.5178047
#> 
#> 
#> 
#> $TZA
#> $TZA$Sigma
#> $TZA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002471678 4.776287e-05 0.0001962957 0.0003206397
#> 
#> $TZA$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0008085434 0.0007301626 -0.002017396 3.567695e-06
#> Sigma[2,2]  0.0465081279 0.0066453154  0.035939993 5.395965e-02
#> 
#> $TZA$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001165023 0.00139381 -0.0003398626  0.003270794
#> Sigma[3,2] -0.020637106 0.01721271 -0.0485630843 -0.001109921
#> Sigma[3,3]  0.127465028 0.03648750  0.0758388579  0.177986744
#> 
#> $TZA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0004685978 0.001470002 -0.001473509  0.002459935
#> Sigma[4,2] 0.0192978088 0.019385234 -0.007830075  0.046216193
#> Sigma[4,3] 0.1135455579 0.032692868  0.068176929  0.159740043
#> Sigma[4,4] 0.1341752485 0.037543130  0.087313329  0.196123708
#> 
#> 
#> $TZA$A
#> $TZA$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.996206844 0.007523595  0.984678759  1.005105271
#> lag1_var2 -0.012834509 0.030837456 -0.051959456  0.034447934
#> lag1_var3  0.014187756 0.039834366 -0.034999990  0.078804851
#> lag1_var4 -0.012762733 0.038975668 -0.075530792  0.036176537
#> const      0.096764817 0.128649690 -0.102470988  0.259943674
#> exo1       0.002529107 0.011376015 -0.009993809  0.019260623
#> exo2      -0.020148835 0.017463466 -0.038856894  0.007718485
#> exo3      -0.004307553 0.017996000 -0.031618248  0.017570833
#> 
#> $TZA$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.06578361 0.06874606 -0.16250340   0.03136476
#> lag1_var2  0.32177553 0.33131697 -0.10515711   0.75614413
#> lag1_var3 -0.46679026 0.37755589 -0.96798660   0.02717634
#> lag1_var4  0.48463311 0.38320085 -0.01222535   0.99427500
#> const      0.85736362 1.57400136 -1.39086173   2.68613814
#> exo1      -0.20540839 0.23874215 -0.54594160   0.07967772
#> exo2       0.18738937 0.20505186 -0.02558870   0.52204761
#> exo3       0.22099950 0.23639487 -0.17593779   0.40739676
#> 
#> $TZA$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.06006483 0.1852943 -0.322618845    0.2078759
#> lag1_var2  1.12446016 1.0805177 -0.267425331    2.3957575
#> lag1_var3  1.89830753 1.4166725 -0.007587842    3.6273642
#> lag1_var4 -0.93330490 1.4019847 -2.625145677    0.9455013
#> const      3.27609761 3.7693939 -1.747566251    7.8302138
#> exo1       0.07963018 0.2631070 -0.321328357    0.3390386
#> exo2      -1.00610581 0.1992241 -1.238752565   -0.7014262
#> exo3      -0.27668452 0.4073589 -0.757456361    0.3446741
#> 
#> $TZA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.11989283 0.1788947  -0.3748083   0.09793502
#> lag1_var2  1.10211444 0.9560574  -0.1595109   2.28780386
#> lag1_var3  1.14941021 1.2733074  -0.5232819   2.73357718
#> lag1_var4 -0.15200968 1.2556953  -1.7062219   1.50326812
#> const      2.62646838 3.7294751  -3.2941537   6.05856084
#> exo1      -0.10308688 0.3205065  -0.5143972   0.32932067
#> exo2      -0.88252297 0.2313780  -1.2092893  -0.53811164
#> exo3      -0.09987439 0.3325025  -0.5748852   0.33773187
#> 
#> 
#> 
#> $UGA
#> $UGA$Sigma
#> $UGA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004098499 0.0001029071 0.0003057746 0.0005710083
#> 
#> $UGA$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0006464339 0.001741384 -0.003503231 0.0009782008
#> Sigma[2,2]  0.1523044006 0.035403020  0.107338496 0.2002852713
#> 
#> $UGA$Sigma$equation3
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0003892274 0.001315735 -0.0008124462  0.002625854
#> Sigma[3,2] -0.1079393237 0.024715732 -0.1378601003 -0.073455523
#> Sigma[3,3]  0.0830543096 0.018544065  0.0568762789  0.105934895
#> 
#> $UGA$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -5.664781e-05 0.0002417339 -0.0004120575  0.000227122
#> Sigma[4,2] -1.489541e-03 0.0061872493 -0.0087528756  0.007991736
#> Sigma[4,3]  7.841742e-03 0.0048856138  0.0001155221  0.013853925
#> Sigma[4,4]  7.072262e-03 0.0015514124  0.0058164134  0.009834212
#> 
#> 
#> $UGA$A
#> $UGA$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9888972617 0.00668159  0.97857721   0.99583734
#> lag1_var2  0.0309175132 0.03342195 -0.02010693   0.06669950
#> lag1_var3  0.0552873130 0.04791813 -0.01498477   0.10989481
#> lag1_var4 -0.0567471785 0.04891759 -0.11142589   0.01694094
#> const      0.4493297606 0.20849261  0.18056320   0.72473412
#> exo1       0.0113043309 0.02477447 -0.01767549   0.04842901
#> exo2      -0.0718523768 0.02162573 -0.09370409  -0.03928533
#> exo3      -0.0002631456 0.01753211 -0.02547638   0.02108064
#> 
#> $UGA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.13121814 0.1102459 -0.27042502   0.02550257
#> lag1_var2  0.50680092 0.6137191 -0.52994175   1.05944450
#> lag1_var3 -0.09320638 0.9392205 -1.70202287   0.67708161
#> lag1_var4  0.16547369 0.9640244 -0.62919028   1.81793044
#> const     -0.60670076 3.9933290 -6.02728176   4.40176853
#> exo1       0.20796987 0.4303668 -0.33530655   0.73462925
#> exo2       0.78407233 0.4935314  0.02646627   1.34274094
#> exo3       0.01658716 0.3543299 -0.44738385   0.56690967
#> 
#> $UGA$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1053633 0.07842956  0.01637224   0.21115185
#> lag1_var2  0.7025491 0.45479672  0.25082241   1.39007972
#> lag1_var3  1.6060783 0.67333141  0.98415718   2.64500708
#> lag1_var4 -0.7110170 0.68993393 -1.77431607  -0.04930384
#> const      3.9915809 2.85282775  0.26164694   7.98019806
#> exo1      -0.1298013 0.31402561 -0.51025898   0.30547560
#> exo2      -1.2013643 0.35283425 -1.66474503  -0.73107117
#> exo3       0.3361326 0.23380990 -0.07335170   0.56680631
#> 
#> $UGA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.01376009 0.03437431 -0.02832755   0.06063901
#> lag1_var2  0.80253406 0.13433041  0.60045218   0.95526664
#> lag1_var3  1.17924347 0.18536728  0.88684225   1.39306451
#> lag1_var4 -0.21403892 0.18732730 -0.41800425   0.08447634
#> const      2.19767545 0.87599619  1.14902639   3.38686887
#> exo1       0.01421846 0.05710046 -0.05372467   0.09425105
#> exo2      -0.68048314 0.10875977 -0.81458749  -0.52698770
#> exo3       0.35805453 0.09395505  0.23733362   0.48656288
#> 
#> 
#> 
#> $UKR
#> $UKR$Sigma
#> $UKR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007047886 0.001418287 0.005274222  0.009135492
#> 
#> $UKR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02751487 0.01640062 -0.04821339  -0.00412694
#> Sigma[2,2]  1.06288983 0.23662439  0.79001415   1.42621139
#> 
#> $UKR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03439497 0.01101389  0.01902565   0.04975878
#> Sigma[3,2] -0.62426700 0.15570952 -0.87400423  -0.45716141
#> Sigma[3,3]  0.46795562 0.11193522  0.33462002   0.63702917
#> 
#> $UKR$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02081772 0.006811099  0.01424249   0.03238815
#> Sigma[4,2] -0.01393985 0.038553403 -0.05965769   0.04187224
#> Sigma[4,3]  0.12090209 0.035245523  0.06334531   0.15607052
#> Sigma[4,4]  0.12580516 0.034672931  0.08790103   0.18008393
#> 
#> 
#> $UKR$A
#> $UKR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.02408545 0.07609986  0.93123700   1.13491208
#> lag1_var2 -0.08836291 0.18284560 -0.35718525   0.14809992
#> lag1_var3 -0.19438556 0.32275498 -0.67130283   0.21933276
#> lag1_var4  0.18293927 0.30198430 -0.19986856   0.63195972
#> const     -0.15128145 0.98016977 -1.60715845   0.97162224
#> exo1       0.05231828 0.08115701 -0.04454255   0.17650164
#> exo2      -0.05310798 0.05340385 -0.12646795   0.01048051
#> exo3       0.08725391 0.07485062  0.01184602   0.20623578
#> 
#> $UKR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0932052 0.6402066  -1.9458903   -0.1621904
#> lag1_var2  1.3228803 1.6454828  -0.4779162    4.1052974
#> lag1_var3  0.8268562 2.8748829  -2.2665722    5.6830407
#> lag1_var4 -0.4810402 2.7414788  -5.0872539    2.4363700
#> const      9.2659032 8.4861942  -5.9192649   15.4623083
#> exo1       0.2340829 0.8123153  -0.6161489    1.5946918
#> exo2       1.7800431 0.9842857   0.6535087    3.2285302
#> exo3       1.3267850 0.9053724   0.1326783    2.6406502
#> 
#> $UKR$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.13138501 0.5093186   0.5237064   1.87412282
#> lag1_var2  -2.12288603 1.4577969  -4.4660407  -0.33102890
#> lag1_var3  -2.87393886 2.5711097  -6.9826345   0.28722367
#> lag1_var4   3.54182690 2.4476007   0.5307721   7.42915278
#> const     -10.54482464 7.2587728 -18.6362117   1.74409048
#> exo1       -0.08298332 0.4939182  -0.7338054   0.54451862
#> exo2       -2.01099280 0.6332930  -2.9059457  -1.21572973
#> exo3       -0.61267114 0.4162774  -1.1278982  -0.03907088
#> 
#> $UKR$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.54313890 0.3097802   0.06824625    0.8830238
#> lag1_var2 -1.88566217 0.9096724  -2.80335917   -0.3870804
#> lag1_var3 -3.31355237 1.6154301  -4.95758487   -0.6445625
#> lag1_var4  4.20401323 1.5227301   1.68230023    5.7580193
#> const     -7.62908760 3.9071947 -13.09594941   -2.5559696
#> exo1       0.07354184 0.3333718  -0.39363971    0.5386896
#> exo2      -1.10907185 0.2581402  -1.41758006   -0.6995158
#> exo3       0.15760959 0.3685448  -0.37256627    0.6169889
#> 
#> 
#> 
#> $URY
#> $URY$Sigma
#> $URY$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001088826 0.0001237017 0.0008904049  0.001224305
#> 
#> $URY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02656213 0.004934811 -0.03258343  -0.02101672
#> Sigma[2,2]  1.32513670 0.212412947  1.00447311   1.57712387
#> 
#> $URY$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02509793 0.007474097  0.01697614    0.0364493
#> Sigma[3,2] -1.00068895 0.289737431 -1.40689158   -0.6507179
#> Sigma[3,3]  1.40143857 0.377767900  0.93765842    1.9729025
#> 
#> $URY$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.009891295 0.006277931  0.002280198   0.01997929
#> Sigma[4,2] -0.222272533 0.267283973 -0.579206704   0.17199882
#> Sigma[4,3]  0.878566834 0.234278079  0.596952193   1.23042998
#> Sigma[4,4]  0.820709594 0.116293694  0.674704875   0.96900369
#> 
#> 
#> $URY$A
#> $URY$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96083005 0.03835759  0.905193677   1.01613803
#> lag1_var2  0.07292906 0.06185140 -0.015267009   0.16242590
#> lag1_var3  0.12701631 0.10327357 -0.022448586   0.27333285
#> lag1_var4 -0.11800508 0.09275875 -0.247767686   0.01673293
#> const      0.48043501 0.32268123  0.018016648   0.94682584
#> exo1       0.04276259 0.02937832  0.002076245   0.07622733
#> exo2      -0.08372801 0.03306178 -0.121412672  -0.03176908
#> exo3       0.03338980 0.02309291  0.009505886   0.06945986
#> 
#> $URY$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.5885950  1.0886544  -0.77266900    2.3699613
#> lag1_var2 -0.1651115  1.5318540  -2.70255075    1.6453347
#> lag1_var3 -1.6665391  2.5805640  -5.89733117    1.4560391
#> lag1_var4  1.4408139  2.3074980  -1.30264659    5.2077093
#> const      0.8732178 11.0397428 -16.30186938   11.8650127
#> exo1      -1.3812194  1.1121637  -2.88115579    0.2565847
#> exo2       1.1215892  0.8201042  -0.09607215    2.0921447
#> exo3      -0.8583906  0.8609872  -1.88675479    0.4016369
#> 
#> $URY$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.7084256  1.092209  -1.01734963     2.056052
#> lag1_var2 -0.3441858  1.578936  -2.58554200     2.024326
#> lag1_var3  0.3965938  2.641261  -3.40713505     4.294237
#> lag1_var4  0.3748734  2.364585  -3.10352847     3.790482
#> const     -3.1695968 10.905807 -16.68392996    14.143290
#> exo1       1.2763967  1.121971  -0.06809074     2.925945
#> exo2      -3.4390275  1.082728  -4.76102873    -1.995602
#> exo3       1.7087396  1.055580   0.17332649     3.140498
#> 
#> $URY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1713679 0.6027795   0.4482136   2.14520633
#> lag1_var2 -0.8776429 0.9443942  -2.4832684   0.09652816
#> lag1_var3 -1.3114477 1.5555204  -4.0188113   0.26147618
#> lag1_var4  1.9439432 1.3906843   0.5280716   4.37711668
#> const     -4.9545537 6.2454865 -12.6093426   2.80124390
#> exo1       0.4755105 0.9017417  -0.5545733   1.73166027
#> exo2      -2.9823199 1.0655130  -4.2102246  -1.36138246
#> exo3       1.3265062 0.7695020   0.2238892   2.33128152
#> 
#> 
#> 
#> $USA
#> $USA$Sigma
#> $USA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001602914 2.346513e-05 0.0001252515 0.0001882744
#> 
#> $USA$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005899912 0.0008752747 -0.007083391 -0.004747572
#> Sigma[2,2]  0.569229635 0.0664856987  0.461991285  0.646836052
#> 
#> $USA$Sigma$equation3
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004983025 0.0008042593  0.003753662  0.005967166
#> Sigma[3,2] -0.435686952 0.0663937361 -0.499157803 -0.329396819
#> Sigma[3,3]  0.387008354 0.0594900018  0.298462543  0.442732329
#> 
#> $USA$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001236354 0.0003848557  0.0007272514  0.001752693
#> Sigma[4,2] -0.075994899 0.0287199908 -0.1037681170 -0.033370747
#> Sigma[4,3]  0.114895427 0.0202885609  0.0900580662  0.137620941
#> Sigma[4,4]  0.070426760 0.0081555766  0.0603556968  0.081904509
#> 
#> 
#> $USA$A
#> $USA$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.98180530 0.008316293  0.97037246  0.992609714
#> lag1_var2  0.02913163 0.041083746 -0.03086139  0.086948167
#> lag1_var3  0.04889032 0.064735552 -0.04542088  0.140662227
#> lag1_var4 -0.04630476 0.062806223 -0.13529775  0.044919667
#> const      0.42457149 0.152636576  0.22829627  0.652436472
#> exo1      -0.02041746 0.013912692 -0.03896175 -0.000613557
#> exo2      -0.03908622 0.016087240 -0.06020884 -0.017299000
#> exo3       0.03311368 0.008766515  0.02080610  0.042752148
#> 
#> $USA$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.07428665  0.6901027  -0.9279830    0.9039241
#> lag1_var2 -0.65341594  3.0208660  -5.1541948    3.3581957
#> lag1_var3 -2.49833124  4.7601914  -9.5835808    3.7867031
#> lag1_var4  2.54788411  4.5691539  -3.5052883    9.3710873
#> const     -5.26794677 10.1245729 -16.9610859   10.3097408
#> exo1       0.74829287  0.6040385  -0.1828753    1.5165212
#> exo2       3.76877349  1.1570794   2.1987549    5.1502642
#> exo3      -1.38088773  0.6767034  -2.2736050   -0.3875566
#> 
#> $USA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1316136 0.5258669  -0.7623885   0.61476523
#> lag1_var2  1.4121502 2.3211034  -1.9153526   4.24403440
#> lag1_var3  3.3463575 3.6542360  -1.9151640   7.84328047
#> lag1_var4 -2.4082539 3.5014260  -6.7180947   2.60904933
#> const      8.5626845 7.3750748  -2.3973705  16.53469283
#> exo1      -0.6314797 0.4207832  -1.1784330  -0.07045461
#> exo2      -3.7721479 0.9513385  -4.8592769  -2.28257952
#> exo3       0.7762490 0.7076161  -0.1923467   1.79031333
#> 
#> $USA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09724461 0.1311179  -0.2731505   0.09216542
#> lag1_var2  0.75387369 0.7263846  -0.3191489   1.63418147
#> lag1_var3  1.39070128 1.1177106  -0.2595038   2.75387816
#> lag1_var4 -0.39437286 1.0849431  -1.7231217   1.21549640
#> const      3.96221458 1.9144738   0.9314603   6.14159547
#> exo1      -0.16135155 0.2159068  -0.4180183   0.14092341
#> exo2      -1.53384938 0.3274883  -1.9832839  -1.02477050
#> exo3      -0.08299247 0.3833490  -0.4769884   0.49021380
#> 
#> 
#> 
#> $UZB
#> $UZB$Sigma
#> $UZB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001167331 0.0005516528 0.0006604195  0.002070053
#> 
#> $UZB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008133806 0.009253696 -0.02429041 -0.001005469
#> Sigma[2,2]  0.661837731 0.175610344  0.50088717  0.971190759
#> 
#> $UZB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.003579292 0.003047573 -0.006484307  0.001752736
#> Sigma[3,2] -0.328932798 0.065552983 -0.430373739 -0.258250571
#> Sigma[3,3]  0.230811785 0.026351565  0.192907276  0.265768789
#> 
#> $UZB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.008969896 0.004002384 -0.015735260 -0.005377526
#> Sigma[4,2]  0.081711395 0.067703071  0.027247546  0.201805501
#> Sigma[4,3]  0.030169433 0.023837101 -0.008347234  0.056502602
#> Sigma[4,4]  0.084643072 0.029290190  0.058228498  0.135123971
#> 
#> 
#> $UZB$A
#> $UZB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.009753814 0.02782641  0.97883246   1.04461807
#> lag1_var2  0.077638074 0.13561132 -0.10213753   0.24771053
#> lag1_var3  0.110968810 0.21913232 -0.17849019   0.38426853
#> lag1_var4 -0.120883693 0.21655333 -0.38997634   0.16366298
#> const      0.304393674 0.56527978 -0.46197383   0.92271556
#> exo1       0.060972987 0.03255362  0.01480715   0.10275662
#> exo2      -0.050884020 0.02118520 -0.08281167  -0.02760191
#> exo3      -0.007309068 0.02670997 -0.04429000   0.02834946
#> 
#> $UZB$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1272730  0.5862520  -0.7646168    0.7223954
#> lag1_var2 -1.7478294  2.8969262  -5.2296780    2.2042560
#> lag1_var3 -4.0409185  4.6870576  -9.6146867    2.3648565
#> lag1_var4  4.2354579  4.6552636  -2.1690043    9.7728242
#> const     -5.8666096 11.5362263 -23.7277358    7.1886445
#> exo1      -0.9170999  0.8160814  -2.1812789    0.0641168
#> exo2       0.5800512  0.5794492  -0.1444793    1.4025333
#> exo3       0.9071633  0.7957531  -0.3810035    1.8532778
#> 
#> $UZB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08434818 0.2442937  -0.3861188    0.2394748
#> lag1_var2  1.43882855 1.2206563  -0.5047797    2.7454291
#> lag1_var3  3.19925304 1.9850952   0.0352940    5.3536427
#> lag1_var4 -2.28627333 1.9828059  -4.4017593    0.8780102
#> const      6.21821391 5.4817598  -2.1188085   12.8949543
#> exo1      -0.02674979 0.4976057  -0.6719069    0.7047342
#> exo2      -1.07248016 0.2926040  -1.5649029   -0.7332452
#> exo3      -0.20065147 0.6573346  -0.8209800    0.8644780
#> 
#> $UZB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.17232461 0.2257942 -0.43931267    0.1041341
#> lag1_var2  0.08595029 1.1423014 -1.39300972    1.5212890
#> lag1_var3  0.27150881 1.8461603 -2.10589686    2.5976214
#> lag1_var4  0.78921515 1.8253196 -1.50782989    3.1425976
#> const      1.15352820 4.3683481 -3.95141895    7.6484675
#> exo1      -0.62103058 0.3229460 -1.09626832   -0.1647950
#> exo2      -0.77979950 0.2154623 -0.97111916   -0.4081324
#> exo3       0.36318102 0.2578090  0.01674265    0.6823399
#> 
#> 
#> 
#> $VCT
#> $VCT$Sigma
#> $VCT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006357423 7.715303e-05 0.0005474632 0.0007535088
#> 
#> $VCT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006073867 0.001306774 -0.007700327  -0.00437519
#> Sigma[2,2]  0.108084122 0.023902072  0.073970504   0.13972521
#> 
#> $VCT$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006055755 0.001395094  0.004431178  0.008088905
#> Sigma[3,2] -0.106802710 0.026578310 -0.140535535 -0.071423797
#> Sigma[3,3]  0.130743458 0.028959623  0.090846185  0.169557234
#> 
#> $VCT$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002728553 0.0008018416  0.001769799  0.003990982
#> Sigma[4,2] -0.048149012 0.0153486629 -0.068422431 -0.030948701
#> Sigma[4,3]  0.078269533 0.0163627109  0.056632768  0.101313356
#> Sigma[4,4]  0.059162607 0.0099653842  0.045921779  0.072176704
#> 
#> 
#> $VCT$A
#> $VCT$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.998094257 0.03202713  0.95950279  1.047074801
#> lag1_var2  0.008707722 0.02852277 -0.02027697  0.051864496
#> lag1_var3  0.006121404 0.05468249 -0.05504397  0.083522444
#> lag1_var4 -0.011799099 0.04804778 -0.08070120  0.045965812
#> const      0.336622742 0.16663830  0.08378889  0.520717999
#> exo1      -0.007667076 0.03106016 -0.05551869  0.027580003
#> exo2      -0.058777837 0.01749475 -0.08169388 -0.032531749
#> exo3      -0.035399670 0.03104741 -0.08565075 -0.006695914
#> 
#> $VCT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3685708 0.4247301  -1.0937040   0.07576377
#> lag1_var2  1.4662657 0.3304729   0.9954548   1.81337056
#> lag1_var3  1.1388624 0.6453605   0.1433364   1.73005461
#> lag1_var4 -0.9837183 0.6213863  -1.5504790   0.02452989
#> const      2.6687442 2.2345405  -0.7541528   5.00217510
#> exo1      -0.1500349 0.3714866  -0.6511381   0.39851105
#> exo2       1.4313970 0.3548919   0.9179152   1.89853494
#> exo3       0.1550582 0.3771567  -0.2997082   0.71810609
#> 
#> $VCT$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.788217711 0.5486465  0.05829019   1.55294829
#> lag1_var2 -0.405387301 0.3460643 -0.80025513   0.08309539
#> lag1_var3 -0.003408356 0.6454884 -0.68806883   0.90552014
#> lag1_var4  0.688544582 0.5815948 -0.19864808   1.24937273
#> const     -0.354847238 2.5712446 -3.89548500   3.38742206
#> exo1       0.021544978 0.4027995 -0.53771701   0.56108889
#> exo2      -2.626806906 0.3754149 -3.22177879  -2.12674827
#> exo3      -0.058618776 0.4571162 -0.74182575   0.47012927
#> 
#> $VCT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.67260995 0.4006392  0.08347342    1.1423093
#> lag1_var2  0.01308204 0.2035267 -0.23794815    0.2433616
#> lag1_var3 -0.11481114 0.3529220 -0.56564795    0.2348632
#> lag1_var4  0.89272730 0.2899392  0.55797460    1.2616592
#> const     -0.99562427 1.6234292 -3.47839769    1.1406285
#> exo1      -0.08410535 0.2684134 -0.47942853    0.2746101
#> exo2      -2.12312830 0.2643799 -2.49283369   -1.8453992
#> exo3       0.06084246 0.2898892 -0.33765273    0.3845714
#> 
#> 
#> 
#> $VEN
#> $VEN$Sigma
#> $VEN$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008448451 0.002178647 0.005485684   0.01167482
#> 
#> $VEN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05218773 0.03218205  -0.1053974  -0.01931902
#> Sigma[2,2]  2.04458552 0.37546182   1.4921764   2.44089541
#> 
#> $VEN$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.08866418 0.03137001  0.05303883    0.1390884
#> Sigma[3,2] -1.53459586 0.34038166 -2.02051815   -1.0399499
#> Sigma[3,3]  1.65765734 0.36070230  1.23300966    2.2079439
#> 
#> $VEN$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.05958938 0.01591013  0.03831923   0.08049665
#> Sigma[4,2] -0.25407545 0.20116879 -0.57060516  -0.05513844
#> Sigma[4,3]  0.73489856 0.20977067  0.46578045   1.00406962
#> Sigma[4,4]  0.61737261 0.15426147  0.43136046   0.84996909
#> 
#> 
#> $VEN$A
#> $VEN$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8828969718 0.08491946  0.74202606   0.96266781
#> lag1_var2  0.2090837801 0.18238091  0.05996754   0.54587654
#> lag1_var3  0.3183506722 0.29283786  0.08186016   0.86084147
#> lag1_var4 -0.2864987257 0.26441795 -0.77519108  -0.06585852
#> const      0.9942246754 0.80759499  0.16930031   2.20542337
#> exo1       0.0223691383 0.09769521 -0.12186812   0.13630073
#> exo2      -0.2947059686 0.08527991 -0.41034182  -0.17443112
#> exo3       0.0005027164 0.08643051 -0.11927769   0.11389657
#> 
#> $VEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.1692908 0.9039080  -2.2642132    0.1348966
#> lag1_var2  2.4647867 2.1017592  -0.5626847    5.2018707
#> lag1_var3  2.5666834 3.3628863  -2.2628919    6.9051456
#> lag1_var4 -2.1819640 3.0507671  -6.1867304    2.1922338
#> const      7.9753863 8.2038161  -2.5247978   19.8533775
#> exo1      -1.4802870 0.8752524  -2.6739112   -0.2626433
#> exo2       2.1742021 1.8669530  -0.5128919    4.9192904
#> exo3       0.9372501 1.5480627  -0.9777414    3.2216369
#> 
#> $VEN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09169718 0.8609007  -1.0382275   1.12673550
#> lag1_var2  0.86043249 2.0687466  -1.6384912   3.70557971
#> lag1_var3  2.11650527 3.3211752  -1.9448890   6.63517034
#> lag1_var4 -1.21369420 3.0175247  -5.3179627   2.46240545
#> const      2.14917009 8.4918175  -8.5395110  16.08772583
#> exo1       0.95612086 1.3102580  -0.7929387   2.75899798
#> exo2      -5.63769048 1.3558072  -7.6853861  -3.83312691
#> exo3      -1.35969677 1.4535374  -3.6605571   0.07347106
#> 
#> $VEN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.72338982 0.5676039  -1.5196335  -0.08141538
#> lag1_var2  2.29585850 1.2080957   0.7599173   4.17523792
#> lag1_var3  3.53592351 1.9416808   1.1084604   6.57195621
#> lag1_var4 -2.34347318 1.7632484  -5.0697116  -0.12656054
#> const      6.21357596 5.2990559   0.1193445  14.35715432
#> exo1       0.01425088 1.0100657  -1.2384757   1.64345285
#> exo2      -4.76301623 0.5057207  -5.5106355  -4.02042289
#> exo3      -0.90360406 1.0378230  -2.4172668   0.54242753
#> 
#> 
#> 
#> $VIR
#> $VIR$Sigma
#> $VIR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001538905 0.000325419  0.00111874  0.001930055
#> 
#> $VIR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007367427 0.002494339 -0.01135626 -0.004710391
#> Sigma[2,2]  0.127227780 0.031839014  0.09805980  0.174646821
#> 
#> $VIR$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.006255714 0.009229799  -0.0050902   0.01951482
#> Sigma[3,2] -0.144029058 0.087334059  -0.2883554  -0.06992246
#> Sigma[3,3]  3.145043878 0.982800869   2.1388077   4.86863488
#> 
#> $VIR$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.001875618 0.00999142  -0.0110506   0.01626852
#> Sigma[4,2] -0.076076333 0.09070372  -0.2260570   0.01664212
#> Sigma[4,3]  3.488456437 1.10786827   2.3613158   5.43110659
#> Sigma[4,4]  3.927922269 1.26038374   2.6549709   6.13241469
#> 
#> 
#> $VIR$A
#> $VIR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.914595281 0.06526430  0.83488270   1.01792835
#> lag1_var2  0.099744117 0.09780606 -0.03729552   0.21976256
#> lag1_var3  0.173869754 0.16847040 -0.06632406   0.38425389
#> lag1_var4 -0.152033038 0.14818887 -0.33693141   0.05961098
#> const      0.635180086 0.39472966 -0.02008454   1.10020493
#> exo1      -0.009519808 0.04449464 -0.08331552   0.03883875
#> exo2      -0.031430894 0.03174328 -0.07403153   0.00757072
#> exo3      -0.007358863 0.03807725 -0.05398992   0.04702053
#> 
#> $VIR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.11715899 0.6552540  -1.0578097    0.8022249
#> lag1_var2  0.98296332 0.9832488  -0.3662001    2.3587135
#> lag1_var3  0.38560913 1.8282082  -2.0632256    2.9266479
#> lag1_var4 -0.32981288 1.6065430  -2.5693462    1.8094553
#> const      2.06146177 3.1190288  -1.9221339    6.5145500
#> exo1      -0.19419929 0.3153641  -0.6769528    0.1244584
#> exo2       2.78531894 0.3792786   2.3601382    3.4069020
#> exo3       0.09794935 0.4717999  -0.4384874    0.8581900
#> 
#> $VIR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6675225  2.463044   -1.871977     4.474857
#> lag1_var2 -0.5505933  3.572450   -5.708244     3.361323
#> lag1_var3  0.3728982  6.519605   -9.532201     7.164155
#> lag1_var4  0.4200459  5.721795   -5.542802     9.125607
#> const     -0.7203699 15.016191  -22.379420    18.160318
#> exo1      -0.1571240  1.879271   -2.613756     2.449253
#> exo2      -0.6876117  1.735831   -2.772218     1.655803
#> exo3       1.2052141  1.994376   -1.079100     4.254035
#> 
#> $VIR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.65456522  2.470706   -1.624489     4.507104
#> lag1_var2 -0.41372554  3.568398   -5.694213     3.385922
#> lag1_var3 -0.08856826  6.468942  -10.021634     6.546357
#> lag1_var4  0.93438445  5.674355   -4.861609     9.663595
#> const     -1.54429879 16.045528  -23.487517    19.918173
#> exo1      -0.30650974  2.037122   -3.025837     2.479111
#> exo2       0.90913015  2.074877   -1.624608     3.883830
#> exo3       1.43537667  2.204058   -1.197539     4.669027
#> 
#> 
#> 
#> $VNM
#> $VNM$Sigma
#> $VNM$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0001589662 2.655938e-05  0.00012585 0.0002001202
#> 
#> $VNM$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0005180197 0.000598053 -0.001392416 0.0002367538
#> Sigma[2,2]  0.1060992753 0.026655145  0.075259162 0.1460607447
#> 
#> $VNM$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0000508319 0.001653381 -0.002150511  0.002010253
#> Sigma[3,2] -0.1117257612 0.056283448 -0.200970061 -0.052634452
#> Sigma[3,3]  0.3883241803 0.105418391  0.279369714  0.561788633
#> 
#> $VNM$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003216949 0.001598416 -0.002544643  0.001840516
#> Sigma[4,2] -0.0327001912 0.040880855 -0.097160353  0.015664077
#> Sigma[4,3]  0.3109469654 0.073951558  0.217781235  0.420528075
#> Sigma[4,4]  0.2926669938 0.056371161  0.203181067  0.356829484
#> 
#> 
#> $VNM$A
#> $VNM$A$equation1
#>                    mean          sd 5% quantile 95% quantile
#> lag1_var1  0.9890433355 0.004542877  0.98270510  0.994616610
#> lag1_var2  0.0001714565 0.036649394 -0.05035390  0.049947376
#> lag1_var3 -0.0022950346 0.051733376 -0.07305445  0.063707639
#> lag1_var4  0.0039302083 0.051456163 -0.06167844  0.074233420
#> const      0.2217013244 0.108390505  0.08576114  0.381083925
#> exo1      -0.0097321320 0.008823251 -0.02110479  0.000934475
#> exo2      -0.0367923403 0.016718821 -0.05807366 -0.013187795
#> exo3      -0.0225806882 0.007937845 -0.03119349 -0.010281688
#> 
#> $VNM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2092953 0.1108077  -0.3558150  -0.03879016
#> lag1_var2  1.6641180 0.9047780   0.2164001   2.63038884
#> lag1_var3  1.5851518 1.3047736  -0.4957911   2.98115721
#> lag1_var4 -1.5656414 1.2998393  -2.9602337   0.49885056
#> const      4.8319431 2.4379089   1.7487721   8.58726429
#> exo1       0.2150563 0.4119015  -0.4199301   0.65923613
#> exo2       0.5288951 0.2260406   0.2801226   0.90483743
#> exo3       0.7617552 0.4461988   0.2182430   1.39321666
#> 
#> $VNM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2205510 0.1927317 -0.09617810    0.4128887
#> lag1_var2  0.1292259 1.6617519 -2.04758987    2.4658380
#> lag1_var3  1.3346027 2.5128090 -1.95450952    5.0135685
#> lag1_var4 -0.4657863 2.4991251 -4.14224405    2.8172231
#> const      4.3502248 6.0487923 -1.47323267   13.3873326
#> exo1       0.5879067 0.5999951 -0.04832606    1.5387342
#> exo2      -2.5620469 0.7504581 -3.76496581   -1.7183829
#> exo3      -1.0023765 1.0207569 -2.63050506    0.2961061
#> 
#> $VNM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07187101 0.1518994  -0.1498050    0.2573280
#> lag1_var2  1.14179760 1.1847580  -0.5273008    2.5553996
#> lag1_var3  2.21155411 1.8343778  -0.3857105    4.5286895
#> lag1_var4 -1.31583194 1.8109139  -3.6327719    1.2372311
#> const      6.83937127 4.9921901   1.6774980   14.1663950
#> exo1       0.76528703 0.5354798   0.2554825    1.5953672
#> exo2      -2.21742534 0.6924908  -3.1865302   -1.3481478
#> exo3      -0.45133046 0.7753087  -1.6396481    0.4684744
#> 
#> 
#> 
#> $VUT
#> $VUT$Sigma
#> $VUT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008081212 0.0002659366 0.0004908386  0.001233416
#> 
#> $VUT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002916037 0.001566259 -0.005309869  -0.00108939
#> Sigma[2,2]  0.108175034 0.032573699  0.074889254   0.16151414
#> 
#> $VUT$Sigma$equation3
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[3,1] -0.001057157 0.0008259225 -0.002068556  0.0001411435
#> Sigma[3,2] -0.054437194 0.0133011981 -0.070443390 -0.0384445249
#> Sigma[3,3]  0.046011427 0.0107966317  0.031562716  0.0608907261
#> 
#> $VUT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003312644 0.001168955 -0.005154406 -0.001991108
#> Sigma[4,2]  0.021872258 0.013988909  0.006598580  0.043753731
#> Sigma[4,3]  0.008802382 0.006716318  0.001045475  0.017041343
#> Sigma[4,4]  0.025540104 0.008501167  0.016281524  0.038415216
#> 
#> 
#> $VUT$A
#> $VUT$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98044567 0.02371330  0.951180284   1.01582731
#> lag1_var2 -0.01166288 0.04512705 -0.070431464   0.05461975
#> lag1_var3 -0.01683864 0.06149506 -0.097143007   0.07133023
#> lag1_var4  0.01945109 0.06385415 -0.072208600   0.10127389
#> const      0.23924752 0.36217932 -0.242088294   0.73177826
#> exo1       0.03229189 0.02307332  0.003799007   0.06447517
#> exo2      -0.07083936 0.03565817 -0.120502337  -0.02145431
#> exo3      -0.03564319 0.02809468 -0.068414404   0.00964653
#> 
#> $VUT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3687881 0.4122942  -0.8940696    0.2001462
#> lag1_var2  0.6349899 0.7511094  -0.5288274    1.6235359
#> lag1_var3 -0.3870152 1.1496325  -2.1088811    1.1669540
#> lag1_var4  0.5006403 1.0806076  -0.9261603    2.1520150
#> const      0.1894708 3.3578404  -4.4460984    4.7970975
#> exo1      -0.9089417 0.2426374  -1.2708231   -0.6278325
#> exo2      -1.2150262 0.2066529  -1.4382059   -0.8763269
#> exo3       0.7396555 0.2706277   0.3804045    1.1012495
#> 
#> $VUT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3852863 0.2626431  0.11213866   0.79037054
#> lag1_var2  0.8575810 0.6156149  0.01633245   1.64934628
#> lag1_var3  2.1313323 0.9195899  0.84924732   3.30054336
#> lag1_var4 -1.3093792 0.8968340 -2.44846428  -0.09462457
#> const      4.1256407 2.3631517  0.31109359   6.84289193
#> exo1       0.4476467 0.1323702  0.30084019   0.63898467
#> exo2       0.1840562 0.1443733 -0.01742556   0.39529062
#> exo3      -0.3925816 0.1349673 -0.55524763  -0.18618332
#> 
#> $VUT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1359851 0.1297016 -0.08470417   0.28530255
#> lag1_var2  1.0392516 0.3028245  0.61511877   1.43638851
#> lag1_var3  1.4876986 0.4121739  0.91349882   2.02911594
#> lag1_var4 -0.5687398 0.4301092 -1.13906797   0.04109877
#> const      2.8579654 2.3290025 -0.51330042   5.96111770
#> exo1      -0.1966650 0.1551165 -0.35113405   0.03813962
#> exo2      -0.6937428 0.1367306 -0.87325240  -0.53737240
#> exo3       0.1213229 0.1497918 -0.11066101   0.26402739
#> 
#> 
#> 
#> $WSM
#> $WSM$Sigma
#> $WSM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009402758 0.0002841407 0.0006595391  0.001382027
#> 
#> $WSM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003419831 0.002284281 -0.007017557 -0.001049553
#> Sigma[2,2]  0.239436384 0.062236189  0.167128337  0.343165132
#> 
#> $WSM$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.001389517 0.001341789 -0.003543926  0.0001725544
#> Sigma[3,2] -0.122325432 0.023231901 -0.158643760 -0.0923392767
#> Sigma[3,3]  0.090957900 0.009494695  0.078126655  0.1013958018
#> 
#> $WSM$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003466878 0.0007540518 -0.004714553 -0.002711953
#> Sigma[4,2]  0.008142274 0.0131244982 -0.002703517  0.029966789
#> Sigma[4,3]  0.026372466 0.0073711811  0.015524097  0.035771086
#> Sigma[4,4]  0.033110731 0.0042975622  0.027750862  0.037907612
#> 
#> 
#> $WSM$A
#> $WSM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99088130 0.02440599  0.96242712   1.02491275
#> lag1_var2 -0.09772267 0.08252780 -0.21467552   0.02241708
#> lag1_var3 -0.18272008 0.15209922 -0.40184456   0.03704516
#> lag1_var4  0.18757663 0.15186497 -0.03019204   0.40932542
#> const     -0.06787441 0.40560443 -0.74736131   0.35198047
#> exo1       0.01259384 0.02163249 -0.01127361   0.04822312
#> exo2      -0.04131414 0.01506220 -0.06256923  -0.01847926
#> exo3      -0.05087914 0.02104230 -0.07644718  -0.02412949
#> 
#> $WSM$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.64991839 0.3013087   0.35910828    1.1546963
#> lag1_var2  0.53923863 0.9982465  -1.08399889    1.4609536
#> lag1_var3 -0.60781869 1.8217809  -3.56031502    1.0901371
#> lag1_var4  0.40798102 1.8142138  -1.30527435    3.3452675
#> const     -1.21876515 5.9913400 -10.60545833    5.4733206
#> exo1      -0.13103051 0.5189028  -0.80889921    0.6302857
#> exo2       0.48078221 0.3205328  -0.04172387    0.7983150
#> exo3      -0.03296676 0.5701906  -0.94637311    0.5993261
#> 
#> $WSM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.48238017 0.1788603  -0.7643897   -0.3276181
#> lag1_var2  1.24335999 0.7621814   0.3913194    2.4009588
#> lag1_var3  3.14528578 1.4086792   1.5617492    5.2991125
#> lag1_var4 -2.08733881 1.4123860  -4.2616200   -0.4839687
#> const      6.00878422 3.8983016   2.4594362   12.6903670
#> exo1       0.06805301 0.2715944  -0.3702768    0.3870756
#> exo2      -0.79132632 0.2140303  -0.9896148   -0.4099929
#> exo3      -0.11315648 0.4157452  -0.5614828    0.5210837
#> 
#> $WSM$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.128767759 0.1385871  -0.2611512   0.09515068
#> lag1_var2  1.346018513 0.4852252   0.5835208   1.94948460
#> lag1_var3  2.462700261 0.8907917   1.0697139   3.57980275
#> lag1_var4 -1.489959881 0.8915222  -2.6291885  -0.11402989
#> const      4.058278573 2.7935538   0.4537950   8.01377886
#> exo1      -0.001353827 0.2000099  -0.3191846   0.24088046
#> exo2      -0.597914584 0.1617404  -0.7599603  -0.35592286
#> exo3      -0.162788105 0.1826655  -0.3952572   0.09315331
#> 
#> 
#> 
#> $YEM
#> $YEM$Sigma
#> $YEM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003876028 0.001217256  0.00261945  0.005836298
#> 
#> $YEM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04015498 0.01537983  -0.0660962  -0.02572638
#> Sigma[2,2]  0.55945163 0.23464260   0.3564699   0.96361661
#> 
#> $YEM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04536974 0.01751158  0.02889707   0.07585864
#> Sigma[3,2] -0.59910467 0.25907417 -1.05098913  -0.37293791
#> Sigma[3,3]  0.75790226 0.29498641  0.48973571   1.27686977
#> 
#> $YEM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03740121 0.01440312  0.02347222   0.06252465
#> Sigma[4,2] -0.48011424 0.20873811 -0.84529954  -0.29362046
#> Sigma[4,3]  0.65212746 0.24177154  0.42107144   1.07735668
#> Sigma[4,4]  0.57655151 0.20026562  0.37427011   0.92743890
#> 
#> 
#> $YEM$A
#> $YEM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93726288 0.03087508  0.89544105   0.97392789
#> lag1_var2  0.03973912 0.02537378  0.00752862   0.07251317
#> lag1_var3  0.05870016 0.06604567 -0.01448293   0.15172234
#> lag1_var4 -0.03270792 0.05731401 -0.11316711   0.02872133
#> const      0.29271649 0.42352493 -0.29200096   0.85848643
#> exo1       0.02866072 0.03871703 -0.01152078   0.09091755
#> exo2      -0.07580785 0.07614049 -0.15119000   0.04478366
#> exo3       0.03636846 0.06672574 -0.03563151   0.13433532
#> 
#> $YEM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5985187 0.3626043  0.06289566   1.07838373
#> lag1_var2  0.3551150 0.2424041  0.02134036   0.64389588
#> lag1_var3 -0.8829439 0.6794076 -1.72283033   0.06139796
#> lag1_var4  0.5941083 0.6104333 -0.29601658   1.36057120
#> const      1.0264961 5.9568145 -6.08151425  10.04908244
#> exo1      -0.2547638 0.5918838 -1.23269515   0.36473690
#> exo2       0.7983078 0.8267583 -0.55871751   1.72759342
#> exo3       0.2453854 0.6783463 -0.52358765   1.21697430
#> 
#> $YEM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0956147 0.4303539  -1.6054384   -0.4825199
#> lag1_var2  1.1642755 0.2754792   0.7845984    1.5332716
#> lag1_var3  3.2850772 0.7004975   2.5631357    4.3771713
#> lag1_var4 -1.8081109 0.6229828  -2.7932627   -1.1224072
#> const      3.8278774 6.4996938  -6.3790281   10.1133126
#> exo1       0.1998292 0.7738447  -0.7312388    1.3026693
#> exo2      -0.6819924 0.8351474  -1.6656257    0.7532112
#> exo3      -0.1458915 0.8671856  -1.2833903    1.0802854
#> 
#> $YEM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.00292767 0.3751789  -1.4155876   -0.4954755
#> lag1_var2  1.18174877 0.2581197   0.8016306    1.4794876
#> lag1_var3  2.50462078 0.6040329   1.7785670    3.4643774
#> lag1_var4 -1.02910346 0.5273945  -1.8913503   -0.4627024
#> const      2.55237976 5.6026825  -6.0699166    8.9109036
#> exo1       0.13875394 0.6894155  -0.7087797    1.0302480
#> exo2      -0.50039801 0.6605127  -1.2748080    0.6396012
#> exo3      -0.09913737 0.7617294  -1.0349403    1.0516380
#> 
#> 
#> 
#> $ZAF
#> $ZAF$Sigma
#> $ZAF$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003045542 5.884473e-05 0.0002413507 0.0004028955
#> 
#> $ZAF$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002941397 0.002192989 -0.006422161 -0.0007320469
#> Sigma[2,2]  0.444555269 0.074753604  0.341526137  0.5390697973
#> 
#> $ZAF$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002303112 0.002277121 -5.069494e-05  0.005697532
#> Sigma[3,2] -0.497975343 0.106053077 -6.824991e-01 -0.400114606
#> Sigma[3,3]  0.774799492 0.188059646  5.880173e-01  1.077438910
#> 
#> $ZAF$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0006919681 0.002018262 -0.001399109  0.003851848
#> Sigma[4,2] -0.3140249221 0.103218868 -0.479744109 -0.183909021
#> Sigma[4,3]  0.6292425930 0.170185604  0.450175857  0.891319322
#> Sigma[4,4]  0.5773112602 0.149481815  0.429387257  0.818441597
#> 
#> 
#> $ZAF$A
#> $ZAF$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.96480398 0.01558021  0.9493818808  0.988422945
#> lag1_var2  0.03492684 0.02449865 -0.0003073814  0.064411763
#> lag1_var3  0.06414924 0.04397869  0.0009164217  0.116843047
#> lag1_var4 -0.05476234 0.03738086 -0.1004011995 -0.001736004
#> const      0.45735489 0.13905491  0.2767636123  0.679258435
#> exo1      -0.00177270 0.01215313 -0.0204846866  0.013429336
#> exo2      -0.06560760 0.02976857 -0.1103857656 -0.030459370
#> exo3       0.01314425 0.01818763 -0.0137470870  0.033681406
#> 
#> $ZAF$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1799582 0.3650431   0.6827527    1.6461371
#> lag1_var2 -0.3256458 0.6244571  -0.9457753    0.7131817
#> lag1_var3 -2.1553928 1.1249370  -3.2352771   -0.2753763
#> lag1_var4  1.7289915 0.9464077   0.1499362    2.6667609
#> const     -4.4259973 5.0444834 -10.7039372    2.5149060
#> exo1      -0.0787204 0.6462141  -0.9461477    0.7853127
#> exo2      -1.6293171 0.8333867  -2.6811452   -0.3741846
#> exo3       3.7081967 0.5451092   2.9812410    4.5105839
#> 
#> $ZAF$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.5617540 0.4139471  -2.0636307   -0.9650541
#> lag1_var2  1.8255907 0.6278180   0.7714536    2.3746005
#> lag1_var3  3.7675352 1.1153713   1.8862196    4.8078482
#> lag1_var4 -2.2613038 0.9442979  -3.1912208   -0.6637696
#> const      6.7688779 6.2006684  -1.8984714   13.7640492
#> exo1       0.2655071 0.8780522  -1.0120745    1.4323489
#> exo2      -1.7302232 1.0214812  -3.0921605   -0.3096439
#> exo3      -1.9009517 0.7803228  -2.8872350   -0.8029297
#> 
#> $ZAF$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.1628768 0.3330692  -1.5665407   -0.6932077
#> lag1_var2  1.5295751 0.5306682   0.6035960    2.0268515
#> lag1_var3  2.2337568 0.9617887   0.5374504    3.0880635
#> lag1_var4 -0.8435662 0.8200727  -1.5907492    0.5996518
#> const      2.8514521 4.6838118  -4.4054101    7.7543955
#> exo1       0.3011433 0.7550001  -0.7574838    1.1701686
#> exo2      -3.5472426 0.9674785  -4.9199938   -2.2772910
#> exo3       0.1882186 0.7365271  -0.8400614    1.1208598
#> 
#> 
#> 
#> $ZMB
#> $ZMB$Sigma
#> $ZMB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001124756 0.0002398374 0.0008189323  0.001462149
#> 
#> $ZMB$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -4.413722e-06 0.005401156 -0.007924527  0.006947907
#> Sigma[2,2]  1.702751e+00 0.304059922  1.292328762  2.153771758
#> 
#> $ZMB$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0005429018 0.003290234 -0.004383122  0.004129277
#> Sigma[3,2] -0.9556492455 0.174411113 -1.180335709 -0.688528439
#> Sigma[3,3]  0.5773546311 0.100684100  0.412233753  0.697574588
#> 
#> $ZMB$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0005334454 0.001483917 -0.002503047  0.001577093
#> Sigma[4,2]  0.0558131945 0.040624174 -0.003914478  0.101202880
#> Sigma[4,3]  0.0121137037 0.028446661 -0.026946736  0.052661488
#> Sigma[4,4]  0.0478921093 0.009772270  0.034541511  0.060284651
#> 
#> 
#> $ZMB$A
#> $ZMB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.989391093 0.02156480  0.96506670   1.02479537
#> lag1_var2 -0.025261574 0.06691407 -0.12433770   0.06204868
#> lag1_var3 -0.035862693 0.11303872 -0.20239556   0.10988838
#> lag1_var4  0.040258323 0.11617992 -0.11758183   0.20761772
#> const      0.079685498 0.30308800 -0.34039643   0.42709082
#> exo1       0.017623261 0.02638265 -0.01927054   0.05290824
#> exo2      -0.076219647 0.02599210 -0.11095359  -0.04002547
#> exo3      -0.008651864 0.04051351 -0.06091848   0.04253371
#> 
#> $ZMB$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.922348  0.8360184  -2.8710794   -0.7303926
#> lag1_var2  3.414057  2.6322637  -0.4201137    6.7633613
#> lag1_var3  4.600841  4.5184759  -1.9836209   10.2445917
#> lag1_var4 -4.022253  4.4743562  -9.6988909    2.7071549
#> const     13.797929 13.3652278  -3.3620450   32.1960250
#> exo1      -2.306182  1.1674343  -3.6431263   -0.8396654
#> exo2       0.100260  0.4728576  -0.5265009    0.7714083
#> exo3      -1.845564  1.5153105  -3.1743813    0.7460646
#> 
#> $ZMB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.27260323 0.4369575   0.6930965     1.825071
#> lag1_var2 -0.36426411 1.5248468  -2.2703726     1.955345
#> lag1_var3  0.04990145 2.6056216  -3.1317337     4.067508
#> lag1_var4  0.45499224 2.6151467  -3.4553348     3.739604
#> const     -2.43740078 8.9173829 -14.3771335     8.818090
#> exo1       1.39595127 0.6069742   0.6275321     2.116429
#> exo2       1.11424394 0.4881312   0.4257703     1.754153
#> exo3       0.96901210 0.7980108  -0.4080416     1.640957
#> 
#> $ZMB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.14605599 0.1317431 -0.03142728    0.3116197
#> lag1_var2  1.43800697 0.3152145  1.02298324    1.9199246
#> lag1_var3  2.40177738 0.5257415  1.70837899    3.1928163
#> lag1_var4 -1.53614269 0.5498195 -2.41310138   -0.8619753
#> const      4.36940524 2.6319403  0.69002899    7.7126737
#> exo1       0.03175998 0.1909561 -0.28299006    0.2586588
#> exo2       1.25321933 0.2676794  0.94142796    1.6661637
#> exo3      -0.13267738 0.1775540 -0.32637358    0.1450900
#> 
#> 
#> 
#> $ZWE
#> $ZWE$Sigma
#> $ZWE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005187695 0.001338308 0.003623573  0.007181274
#> 
#> $ZWE$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.002939084 0.007108142 -0.005657756   0.01397148
#> Sigma[2,2] 0.199025257 0.059917162  0.141732562   0.29622147
#> 
#> $ZWE$Sigma$equation3
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  1.892945e-05 0.00428152 -0.006547867  0.005115851
#> Sigma[3,2] -1.268289e-01 0.03851583 -0.194112633 -0.095015564
#> Sigma[3,3]  8.937589e-02 0.02668753  0.066309708  0.136937947
#> 
#> $ZWE$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.002054007 0.001324136  0.0004705853  0.004211944
#> Sigma[4,2] 0.004434169 0.009090168 -0.0059893187  0.016630314
#> Sigma[4,3] 0.006161007 0.006937574 -0.0030930775  0.014022224
#> Sigma[4,4] 0.009567960 0.002457369  0.0065255512  0.013070289
#> 
#> 
#> $ZWE$A
#> $ZWE$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.867086858 0.07606308  0.75352535  0.951741732
#> lag1_var2  0.147429943 0.16968699 -0.06255415  0.400211112
#> lag1_var3  0.188459861 0.25141321 -0.12461984  0.557406175
#> lag1_var4 -0.160658147 0.24232980 -0.51230322  0.148226842
#> const      1.180313210 0.64644633  0.58067695  2.182739931
#> exo1      -0.188846944 0.03565391 -0.23800056 -0.143431807
#> exo2      -0.132956344 0.08322843 -0.20313908  0.007830471
#> exo3      -0.002843833 0.08178410 -0.12943015  0.090519328
#> 
#> $ZWE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1373053 0.3253061  -0.2358722    0.5838867
#> lag1_var2  0.2589564 0.8846312  -1.1906774    1.1460588
#> lag1_var3 -0.9901685 1.3732287  -3.1576519    0.3748580
#> lag1_var4  0.9641825 1.4400876  -0.5366646    3.1853830
#> const     -0.9679308 2.0048956  -4.1969509    1.4722757
#> exo1       0.2218088 0.4454326  -0.3949323    0.8376914
#> exo2       1.1832392 0.3294048   0.6670216    1.6195429
#> exo3       1.3557890 0.5588207   0.6188414    2.1115126
#> 
#> $ZWE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0940235 0.2738136  -0.5064027    0.2007488
#> lag1_var2  1.1092962 0.6098436   0.4683936    2.1192021
#> lag1_var3  2.5483889 0.9463347   1.5127371    4.0930161
#> lag1_var4 -1.5977022 0.9891965  -3.2110437   -0.5122226
#> const      4.9037008 1.4693772   3.0715667    7.0712139
#> exo1      -0.1271604 0.3234475  -0.5621058    0.3138176
#> exo2      -1.4768580 0.2390439  -1.8019754   -1.1500803
#> exo3      -0.7862392 0.3499565  -1.1969350   -0.2721083
#> 
#> $ZWE$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.008344232 0.12686683 -0.19053002   0.15019750
#> lag1_var2  1.024115426 0.23926030  0.80374075   1.40001076
#> lag1_var3  1.504159994 0.35701615  1.14874825   2.06869035
#> lag1_var4 -0.547264931 0.33442549 -1.07373060  -0.17888215
#> const      2.827498764 0.70373267  2.04624342   3.85831384
#> exo1       0.015630077 0.07008411 -0.07960189   0.08830664
#> exo2      -0.764900069 0.09975975 -0.87691135  -0.64170084
#> exo3       0.102085967 0.11265971 -0.08035056   0.21735419
#> 
#> 
#> 

# workflow with the pipe |>
############################################################
ilo_dynamic_panel |>
  specify_bvarPANEL$new(exogenous = ilo_exogenous_variables) |>
  estimate(S = 10) |> 
  estimate(S = 10) |> 
  summary()
#> **************************************************|
#> bpvars: Forecasting with Bayesian Panel VARs      |
#> **************************************************|
#>  Progress of the MCMC simulation for 10 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
#> **************************************************|
#> bpvars: Forecasting with Bayesian Panel VARs      |
#> **************************************************|
#>  Progress of the MCMC simulation for 10 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
#> $AFG
#> $AFG$Sigma
#> $AFG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001998774 0.0004932131 0.001268455  0.002673587
#> 
#> $AFG$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006342657 0.002752435 -0.01085088 -0.003079276
#> Sigma[2,2]  0.186763260 0.057296112  0.13193936  0.282367134
#> 
#> $AFG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006700932 0.004990601  0.001348157   0.01423612
#> Sigma[3,2] -0.176644033 0.054596518 -0.259590762  -0.10991306
#> Sigma[3,3]  0.329342755 0.084276504  0.238332706   0.46073471
#> 
#> $AFG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004522803 0.005011929 -0.001182128   0.01237255
#> Sigma[4,2] -0.110394296 0.045311983 -0.175579436  -0.05415462
#> Sigma[4,3]  0.294241655 0.081913784  0.192271333   0.41420827
#> Sigma[4,4]  0.287894252 0.080058003  0.186286172   0.40776954
#> 
#> 
#> $AFG$A
#> $AFG$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.980506659 0.01020339  0.96821437   0.99622940
#> lag1_var2 -0.003089613 0.02603592 -0.03486412   0.03229877
#> lag1_var3  0.033041365 0.06624962 -0.04378207   0.12759281
#> lag1_var4 -0.030342830 0.06408788 -0.12319069   0.04763676
#> const      0.541378926 0.28078346  0.06674422   0.81270724
#> exo1      -0.018147284 0.03521456 -0.07241714   0.02279532
#> exo2      -0.013759599 0.02652836 -0.04925066   0.02352432
#> exo3      -0.123018705 0.03835263 -0.17970169  -0.07536076
#> 
#> $AFG$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.2625746 0.1934523  0.003052073   0.51072661
#> lag1_var2  0.6020907 0.3213849  0.125818007   0.96463289
#> lag1_var3 -1.0263394 0.6309327 -1.986203654  -0.22827924
#> lag1_var4  0.8766278 0.5811043  0.132288647   1.76449298
#> const      0.4854022 2.8511080 -2.191464081   5.21488734
#> exo1      -0.3104013 0.3351568 -0.714735373   0.17314635
#> exo2      -0.3009493 0.3510493 -0.881754667   0.08535878
#> exo3      -0.3852800 0.2217245 -0.677458637  -0.11147645
#> 
#> $AFG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06789398 0.2987977  -0.4805735    0.3633576
#> lag1_var2  0.37191180 0.5224257  -0.3257755    1.1053643
#> lag1_var3  2.82152006 1.1429867   1.3152617    4.3249902
#> lag1_var4 -1.68042269 1.0593740  -3.0807000   -0.2741465
#> const     -1.33568596 2.3297877  -4.4726575    1.7619121
#> exo1       0.25988678 0.3094410  -0.1659551    0.6259638
#> exo2      -0.30798126 0.4844052  -0.9236375    0.3248862
#> exo3       0.95070803 0.2652256   0.5555329    1.2619968
#> 
#> $AFG$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05414972 0.2637167  -0.3237395    0.4277691
#> lag1_var2  0.31376013 0.4654534  -0.3132450    0.9257929
#> lag1_var3  1.74849300 1.0498455   0.4118430    3.0725871
#> lag1_var4 -0.62738212 0.9789745  -1.8568286    0.6110107
#> const     -2.94533172 2.9236978  -7.0522221    1.1738270
#> exo1       0.15688171 0.2831724  -0.1892966    0.5305682
#> exo2      -0.44541773 0.4831666  -1.1107750    0.1042063
#> exo3       0.94529855 0.2743847   0.5494728    1.2938902
#> 
#> 
#> 
#> $AGO
#> $AGO$Sigma
#> $AGO$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005446398 0.000954279 0.004536327  0.006799916
#> 
#> $AGO$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01157791 0.003904049 -0.01573496 -0.005644634
#> Sigma[2,2]  0.08819325 0.017804870  0.06910599  0.114396308
#> 
#> $AGO$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009451559 0.002718514  0.006395082   0.01371620
#> Sigma[3,2] -0.044427447 0.014094224 -0.067234343  -0.02834660
#> Sigma[3,3]  0.048905504 0.011069705  0.034194855   0.06557964
#> 
#> $AGO$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0007626969 0.002721232 -0.003161683  0.004491321
#> Sigma[4,2] 0.0268624065 0.009033550  0.013280416  0.036930601
#> Sigma[4,3] 0.0175273906 0.005010045  0.013069588  0.026172268
#> Sigma[4,4] 0.0448433607 0.008848090  0.032020492  0.054240491
#> 
#> 
#> $AGO$A
#> $AGO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00686777 0.04053506  0.94398551   1.05106653
#> lag1_var2 -0.12177518 0.18565856 -0.36327373   0.13637208
#> lag1_var3 -0.15169068 0.24047041 -0.45450333   0.18413527
#> lag1_var4  0.14711003 0.23106540 -0.18439755   0.43437104
#> const      0.29868094 0.65362511 -0.39529371   1.38749046
#> exo1       0.05409133 0.07479635 -0.06689988   0.13252555
#> exo2      -0.06291043 0.09865198 -0.20810148   0.05350751
#> exo3       0.02762897 0.05650363 -0.05588858   0.09532595
#> 
#> $AGO$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.08516902 0.08704184 -0.05411485    0.1966902
#> lag1_var2  0.43189383 0.54856449 -0.33775040    1.1424886
#> lag1_var3 -0.67765021 0.80680766 -1.70470757    0.4166813
#> lag1_var4  0.67530226 0.74707214 -0.32103627    1.6717186
#> const     -1.20478744 2.80016057 -4.59770273    2.5004691
#> exo1       0.08502485 0.23967163 -0.27510569    0.3406895
#> exo2       0.36976140 0.19400966  0.06835386    0.6133293
#> exo3      -0.45977242 0.17478676 -0.69485379   -0.2361913
#> 
#> $AGO$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.18707297 0.08744294 -0.27440079   -0.0360463
#> lag1_var2  0.46853842 0.33480946 -0.04203146    0.8941549
#> lag1_var3  1.48416189 0.52311547  0.67417914    2.1385165
#> lag1_var4 -0.48087183 0.47932206 -1.09456400    0.2535934
#> const      2.71269441 2.12563773  0.14234440    5.2262257
#> exo1       0.04103168 0.21930717 -0.33180412    0.2308063
#> exo2      -0.17061556 0.22205263 -0.48869496    0.1161103
#> exo3       1.47221956 0.18406761  1.24756730    1.7318295
#> 
#> $AGO$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1566778 0.08983763  -0.2835356   -0.0377094
#> lag1_var2  0.2236693 0.30867366  -0.1467995    0.6912807
#> lag1_var3  0.1986837 0.42316090  -0.3642364    0.7805000
#> lag1_var4  0.8289810 0.39855540   0.2695930    1.3482850
#> const      0.4400433 1.07102577  -1.1676665    1.8465572
#> exo1       0.1308813 0.23055247  -0.2520782    0.3845533
#> exo2       0.1239635 0.22132730  -0.1510251    0.4303173
#> exo3       1.3181232 0.17953707   1.1130248    1.5738984
#> 
#> 
#> 
#> $ALB
#> $ALB$Sigma
#> $ALB$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00153633 0.0004710867 0.001012932  0.002343142
#> 
#> $ALB$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04925869 0.02399782 -0.08153598  -0.01541322
#> Sigma[2,2]  7.34612012 1.13431934  5.85782171   8.88417995
#> 
#> $ALB$Sigma$equation3
#>                 mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.020341 0.01365908  0.00124043   0.03823333
#> Sigma[3,2] -4.539088 0.99350030 -6.00383786  -3.50983614
#> Sigma[3,3]  4.354303 0.99007577  3.28826926   5.93473213
#> 
#> $ALB$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01289451 0.009456515 -0.02919869  -0.00288941
#> Sigma[4,2]  0.12251096 0.666116692 -0.98238528   0.72364216
#> Sigma[4,3]  1.77448899 0.586131586  1.14723350   2.61789381
#> Sigma[4,4]  2.21826884 0.590736256  1.52486460   3.21343349
#> 
#> 
#> $ALB$A
#> $ALB$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.00824344 0.01635748  0.994011834  1.034551455
#> lag1_var2 -0.02565619 0.01974640 -0.044808068  0.009717444
#> lag1_var3 -0.05367954 0.03358877 -0.088784260  0.004996651
#> lag1_var4  0.04425064 0.02987051 -0.008336692  0.075602853
#> const      0.30948102 0.37910620 -0.285882692  0.816247252
#> exo1       0.04499461 0.03611986 -0.003060918  0.094189807
#> exo2      -0.03938098 0.04563286 -0.112844197  0.008948883
#> exo3       0.05691297 0.01898486  0.035956153  0.086785825
#> 
#> $ALB$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -4.6992854  1.0848979  -6.1882705   -3.3949324
#> lag1_var2  5.8528303  0.9613337   4.6989500    7.2152120
#> lag1_var3  9.2057931  1.6185614   7.1349898   11.3297273
#> lag1_var4 -7.6045903  1.4377943  -9.4684747   -5.7710254
#> const     22.5473170 20.1192404   0.4507186   49.5582373
#> exo1      -2.5814446  2.1239542  -5.8819766   -0.1893273
#> exo2       0.5434203  3.1360545  -4.3249046    4.5296251
#> exo3       0.4081666  2.0276075  -2.6926412    2.2848152
#> 
#> $ALB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  3.0674921  1.066147    1.372989     4.057320
#> lag1_var2 -2.8935541  1.223628   -4.408278    -1.131401
#> lag1_var3 -4.5341092  1.976995   -6.896377    -1.621134
#> lag1_var4  4.3975336  1.731052    1.845483     6.446826
#> const     -9.1339608 15.746149  -30.768905    12.454282
#> exo1      -0.4270074  1.242498   -2.005509     1.040971
#> exo2      -2.6252246  2.441309   -6.116249     0.884245
#> exo3       0.6612565  1.805715   -1.997429     2.813459
#> 
#> $ALB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02638887 0.7043414  -1.0835947    0.7931465
#> lag1_var2  0.43405211 1.0871987  -0.9726708    2.0535369
#> lag1_var3  0.72480186 1.7760319  -1.4987564    3.4297856
#> lag1_var4  0.18862040 1.5353829  -2.1561006    2.1306653
#> const      4.52276762 7.8232831  -6.9707276   13.9436855
#> exo1      -2.21236969 0.8484680  -3.5003482   -1.1274698
#> exo2      -2.62349349 1.5687016  -4.9528682   -0.7323914
#> exo3       1.10697359 1.5444563  -0.7294016    3.5105019
#> 
#> 
#> 
#> $ARE
#> $ARE$Sigma
#> $ARE$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001087367 0.0003332398 0.0007537412  0.001619618
#> 
#> $ARE$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0007042533 0.0006024928 -0.001491978 0.0000849799
#> Sigma[2,2]  0.0472962856 0.0118703760  0.031239178 0.0642795510
#> 
#> $ARE$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001780426 0.001472581 -0.0004615823  0.003658559
#> Sigma[3,2] -0.032325426 0.021324420 -0.0658466151 -0.013768132
#> Sigma[3,3]  0.150479642 0.040245469  0.1066347791  0.210162062
#> 
#> $ARE$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.001265620 0.001540786 -0.000837366  0.003072475
#> Sigma[4,2] 0.005396942 0.019543746 -0.024710735  0.025377886
#> Sigma[4,3] 0.127640410 0.027663786  0.095065446  0.170225768
#> Sigma[4,4] 0.135056329 0.024025102  0.107627661  0.169259062
#> 
#> 
#> $ARE$A
#> $ARE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94993694 0.03702733  0.90441783  0.993471862
#> lag1_var2  0.03567627 0.09994939 -0.11902933  0.160487723
#> lag1_var3  0.01495587 0.12145751 -0.16650091  0.171219401
#> lag1_var4 -0.01079017 0.11586671 -0.15707444  0.164275261
#> const      0.97542805 0.39435079  0.53148094  1.522100073
#> exo1      -0.01405191 0.02275131 -0.04330100  0.011501033
#> exo2      -0.06830638 0.04060430 -0.11683898 -0.013622266
#> exo3      -0.03302522 0.02556339 -0.06089171  0.006946762
#> 
#> $ARE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2030764 0.1865288  -0.0230992    0.4899551
#> lag1_var2  0.5889454 0.5351460  -0.2047862    1.2414833
#> lag1_var3 -0.2499853 0.6284679  -1.1823639    0.5263641
#> lag1_var4  0.2032170 0.6000402  -0.5443975    1.0977691
#> const     -1.2089224 2.8640825  -5.3897022    2.4585589
#> exo1      -0.1835015 0.3142003  -0.6668011    0.1463263
#> exo2       1.9132177 0.1475291   1.7497345    2.1283365
#> exo3      -0.6280160 0.2444975  -0.9982636   -0.3515384
#> 
#> $ARE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.21209638 0.2419476  -0.5701169   0.09387655
#> lag1_var2  0.22881408 0.7777394  -0.9224530   1.06026115
#> lag1_var3  0.98309689 1.0197994  -0.5848089   1.99859138
#> lag1_var4  0.08227139 0.9864834  -0.8730115   1.62849427
#> const      0.27353873 2.5599013  -3.7226268   3.07202032
#> exo1      -0.20205014 0.2971961  -0.5950189   0.14525887
#> exo2      -2.24652602 0.3715049  -2.7412439  -1.71263990
#> exo3      -0.71653779 0.5782588  -1.4153510   0.17620605
#> 
#> $ARE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06083998 0.3205793  -0.5856351   0.29431200
#> lag1_var2  0.27951296 0.7574289  -0.8235886   1.31178514
#> lag1_var3  0.26680026 0.9697465  -1.3165091   1.34863271
#> lag1_var4  0.77510048 0.9299407  -0.1912074   2.32937018
#> const     -1.48272906 3.6836416  -5.7444859   3.68395565
#> exo1      -0.35337739 0.2490560  -0.6794822  -0.02165339
#> exo2      -0.69686737 0.3295415  -1.0319871  -0.16882928
#> exo3      -1.24437191 0.5362907  -1.9449741  -0.55587323
#> 
#> 
#> 
#> $ARG
#> $ARG$Sigma
#> $ARG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002001527 0.0005050382 0.001460945  0.002867154
#> 
#> $ARG$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05208622 0.01718035 -0.08015633  -0.03267882
#> Sigma[2,2]  2.97181613 0.59324682  2.33845838   3.95208937
#> 
#> $ARG$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03806064 0.01513637  0.02089858   0.06413395
#> Sigma[3,2] -2.07721197 0.44243884 -2.78299078  -1.53675798
#> Sigma[3,3]  1.76139379 0.38232142  1.35764634   2.34485366
#> 
#> $ARG$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.007486019 0.006569646  0.0009327886   0.01844781
#> Sigma[4,2] -0.300378744 0.160301581 -0.5263471205  -0.09324652
#> Sigma[4,3]  0.553120694 0.168606681  0.3994654583   0.83510723
#> Sigma[4,4]  0.411936773 0.131721807  0.2551718489   0.61141689
#> 
#> 
#> $ARG$A
#> $ARG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.90765166 0.02589054  0.86839674   0.93614828
#> lag1_var2  0.16736019 0.06501630  0.09543932   0.27207855
#> lag1_var3  0.27585664 0.10581910  0.16210016   0.44841970
#> lag1_var4 -0.25702765 0.09660213 -0.41077114  -0.14995952
#> const      1.36522821 0.37024221  0.94378092   1.91177921
#> exo1       0.02646272 0.02862645 -0.01413739   0.06108806
#> exo2      -0.10141953 0.05528861 -0.18369705  -0.03520946
#> exo3       0.02327761 0.03494709 -0.03102227   0.05761041
#> 
#> $ARG$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.7725687  0.9277184  -1.9807363    0.4730775
#> lag1_var2 -0.9393401  2.9798310  -4.7920868    3.5220617
#> lag1_var3 -2.6960938  4.7905636  -8.9289793    4.4647297
#> lag1_var4  3.1158821  4.5253429  -3.6411959    8.9086617
#> const     -1.5603614 13.6693583 -22.0731319   11.6396033
#> exo1      -1.1826430  1.1163628  -2.9699355    0.2394453
#> exo2       0.9822207  1.4757937  -0.9783583    3.1707261
#> exo3       0.4692361  1.6922862  -2.0812639    2.3138366
#> 
#> $ARG$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.1197809  0.7109265  -1.01183163    0.7723124
#> lag1_var2  3.3451990  2.2796002   0.18706417    6.6021068
#> lag1_var3  6.1571235  3.6815013   1.08350813   11.4393570
#> lag1_var4 -5.3335153  3.5364954 -10.32347923   -0.4767450
#> const     11.9014002 10.8088229   0.68533060   29.3906638
#> exo1       0.2356320  0.9219312  -1.09748010    1.5167828
#> exo2      -4.2199878  1.5033160  -6.29037311   -2.2872343
#> exo3       1.3330938  1.1187251  -0.03541699    2.8824587
#> 
#> $ARG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6785844 0.4424618   -1.209466  -0.02839332
#> lag1_var2  2.6236993 0.9744975    1.247868   3.99262752
#> lag1_var3  4.2617357 1.6161763    1.972952   6.50536130
#> lag1_var4 -3.1453613 1.5144569   -5.325294  -1.07011644
#> const     11.0302036 4.9576360    3.952378  17.61584818
#> exo1      -0.5181770 0.3796519   -1.146139  -0.16690971
#> exo2      -4.1084991 0.7977219   -5.108238  -3.24923585
#> exo3       1.8059140 0.4472257    1.152955   2.34430349
#> 
#> 
#> 
#> $ARM
#> $ARM$Sigma
#> $ARM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007733148 0.001772573 0.005675099   0.01020714
#> 
#> $ARM$Sigma$equation2
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[2,1] 0.01193229 0.01130866 -0.002386576   0.02859782
#> Sigma[2,2] 0.57775220 0.11869015  0.425801373   0.72273639
#> 
#> $ARM$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.02035392 0.008807771 -0.03504803  -0.01128158
#> Sigma[3,2] -0.32520992 0.073790871 -0.44048897  -0.25372748
#> Sigma[3,3]  0.26329715 0.056436147  0.21172858   0.36463714
#> 
#> $ARM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01380471 0.00604031 -0.02299660 -0.007394739
#> Sigma[4,2]  0.04305485 0.04919979 -0.01776680  0.121928361
#> Sigma[4,3]  0.06534152 0.02818495  0.03028530  0.104143981
#> Sigma[4,4]  0.10343866 0.01502850  0.08436234  0.121828535
#> 
#> 
#> $ARM$A
#> $ARM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.932186727 0.05235172  0.84477126   0.98665929
#> lag1_var2  0.007715393 0.15380515 -0.21083167   0.20672363
#> lag1_var3 -0.045058440 0.23879179 -0.39862199   0.24733364
#> lag1_var4  0.048639842 0.22685308 -0.23205615   0.39019766
#> const      0.991810152 0.47763735  0.30558591   1.62511962
#> exo1       0.010269183 0.07683258 -0.06591589   0.13283448
#> exo2      -0.180687707 0.06694781 -0.27296060  -0.08456076
#> exo3      -0.021152938 0.08052270 -0.12069673   0.09505386
#> 
#> $ARM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.42406991 0.3081283  -0.9337000  -0.08985953
#> lag1_var2  1.52746633 1.1849437   0.3822924   3.43794026
#> lag1_var3  1.03631476 1.8625861  -0.8274277   4.03789207
#> lag1_var4 -0.94495495 1.7706953  -3.7976507   0.83953473
#> const      5.28701727 5.1992752  -1.5104127  12.29007253
#> exo1       0.05838081 0.4279963  -0.5897784   0.43759277
#> exo2       0.19488478 0.7122077  -0.5778951   1.33906985
#> exo3      -1.36097670 0.8884662  -2.6049702  -0.15446199
#> 
#> $ARM$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.330836229 0.1975822   0.1083932   0.62512370
#> lag1_var2  0.026235789 0.7701625  -1.2191986   0.92466439
#> lag1_var3  0.879920838 1.2067440  -1.0328058   2.32418735
#> lag1_var4  0.007824813 1.1474834  -1.3504955   1.81181507
#> const     -1.787289315 3.2080938  -6.0555214   3.08990202
#> exo1      -0.142634225 0.3338398  -0.6010992   0.31104549
#> exo2      -0.518400014 0.3669506  -0.9623263  -0.01703882
#> exo3       1.348155847 0.5770394   0.5184886   2.04715056
#> 
#> $ARM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07243629 0.1566113 -0.13026525    0.2817288
#> lag1_var2  0.53248480 0.3380299  0.10823307    1.0655884
#> lag1_var3  0.80910853 0.5586848  0.06473752    1.6560077
#> lag1_var4  0.15338982 0.5552713 -0.64937089    0.9340239
#> const      0.24228549 2.7528316 -3.66413009    3.2741658
#> exo1      -0.12229353 0.2353623 -0.46353556    0.1761878
#> exo2      -0.46301096 0.3082426 -0.92237132   -0.1079939
#> exo3       0.55849059 0.2779923  0.21598264    0.9198500
#> 
#> 
#> 
#> $AUS
#> $AUS$Sigma
#> $AUS$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000140772 1.52391e-05 0.0001166868 0.0001583271
#> 
#> $AUS$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003857101 0.001111454 -0.005668348 -0.002798356
#> Sigma[2,2]  0.300585791 0.102949155  0.209027669  0.469976158
#> 
#> $AUS$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002443069 0.001048188  0.001222978  0.004153908
#> Sigma[3,2] -0.256037245 0.082795862 -0.377078539 -0.172527051
#> Sigma[3,3]  0.288828434 0.076296740  0.197903178  0.402804458
#> 
#> $AUS$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -9.672213e-06 0.0005976043 -0.0008018897  0.000696835
#> Sigma[4,2] -6.866323e-02 0.0252695257 -0.1027033987 -0.034370554
#> Sigma[4,3]  1.326050e-01 0.0332822628  0.0860501101  0.173930679
#> Sigma[4,4]  9.351721e-02 0.0193874502  0.0655472686  0.118722592
#> 
#> 
#> $AUS$A
#> $AUS$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.984608996 0.007636457  0.975599503   0.99258573
#> lag1_var2 -0.011269398 0.019302126 -0.032669184   0.02059117
#> lag1_var3 -0.015507376 0.032398167 -0.050759885   0.03927486
#> lag1_var4  0.014092891 0.031464139 -0.039436788   0.04648041
#> const      0.556728794 0.137213286  0.368065491   0.72650166
#> exo1      -0.004610004 0.014812348 -0.021863857   0.01895217
#> exo2      -0.055081031 0.010962781 -0.073456159  -0.04379672
#> exo3       0.031862682 0.015390623  0.005620786   0.04803276
#> 
#> $AUS$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.78493840 0.4813273  -1.3451459  -0.05962298
#> lag1_var2  1.99682452 1.0699870   0.5921154   3.44355646
#> lag1_var3  1.71435077 1.7575109  -0.6104680   4.08734166
#> lag1_var4 -1.47046671 1.6727350  -3.8156242   0.72282072
#> const      6.46060320 6.8277922  -2.2907070  14.72136127
#> exo1      -0.04508723 0.5462890  -0.8444730   0.60361858
#> exo2       1.51331732 0.3633858   0.9911635   1.97838696
#> exo3      -1.19118124 0.7071655  -2.0168700  -0.11511819
#> 
#> $AUS$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.78596274 0.4227409   0.1390900    1.2199193
#> lag1_var2 -0.09364954 1.1355382  -1.7217294    1.1693710
#> lag1_var3  0.90239096 1.8301084  -1.6774653    2.9918627
#> lag1_var4 -0.18639176 1.7464497  -2.1779548    2.3030712
#> const     -3.02327467 6.0023151 -12.8356841    4.1849099
#> exo1       0.16154277 0.4336179  -0.3708863    0.7084032
#> exo2      -1.75420066 0.3646267  -2.2457803   -1.3009273
#> exo3       1.49851307 0.6822487   0.4650454    2.2553249
#> 
#> $AUS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2989423 0.3262165  -0.1407128    0.7500675
#> lag1_var2  0.8407698 0.7681166  -0.1951510    1.8040845
#> lag1_var3  1.4794372 1.2181092  -0.1631897    2.9985146
#> lag1_var4 -0.5978722 1.1492128  -2.0566812    0.9823072
#> const      0.1537343 4.2707100  -5.0714713    5.9792719
#> exo1       0.1256253 0.2250772  -0.2221574    0.3685693
#> exo2      -0.8093603 0.2422872  -1.1503826   -0.4960369
#> exo3       0.7715253 0.3056807   0.3080524    1.1486135
#> 
#> 
#> 
#> $AUT
#> $AUT$Sigma
#> $AUT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001750252 3.611512e-05 0.0001253298 0.0002244865
#> 
#> $AUT$Sigma$equation2
#>                  mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0021748 0.001265647 -0.003927975 -0.0005119627
#> Sigma[2,2]  0.2153251 0.058165416  0.150097184  0.2993591031
#> 
#> $AUT$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001694478 0.001099691  0.0001652025  0.002995494
#> Sigma[3,2] -0.200661485 0.064794216 -0.2976155938 -0.125318020
#> Sigma[3,3]  0.384038370 0.090409062  0.2738780818  0.504484747
#> 
#> $AUT$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.000388293 0.0007918528 -0.0007370677   0.00127150
#> Sigma[4,2] -0.075409521 0.0395201781 -0.1257668774  -0.02104211
#> Sigma[4,3]  0.278145466 0.0591645274  0.2018643808   0.35846089
#> Sigma[4,4]  0.245770441 0.0438750816  0.1942265805   0.31572420
#> 
#> 
#> $AUT$A
#> $AUT$A$equation1
#>                    mean          sd  5% quantile 95% quantile
#> lag1_var1  0.9757353009 0.013029800  0.959361213   0.99386956
#> lag1_var2  0.0320307085 0.028645678 -0.009433789   0.06647914
#> lag1_var3  0.0328898040 0.048804561 -0.036492350   0.08604711
#> lag1_var4 -0.0350926194 0.046446823 -0.086010348   0.03094211
#> const      0.7297143920 0.215132880  0.445367153   0.98602855
#> exo1      -0.0007007161 0.006820608 -0.009228884   0.01000865
#> exo2      -0.0708286140 0.019511541 -0.098616978  -0.04611366
#> exo3       0.0343564277 0.013409955  0.016914665   0.05080240
#> 
#> $AUT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2653159 0.5700365  -1.0444083    0.4786054
#> lag1_var2  0.7890218 1.4075400  -1.1737498    2.9244973
#> lag1_var3  0.6042907 2.3569782  -2.6656447    4.0696333
#> lag1_var4 -0.4477622 2.2119645  -3.6927613    2.6469296
#> const      0.6088616 6.8879865  -8.6952509    8.4944334
#> exo1      -0.6279545 0.2952913  -1.0891367   -0.2963238
#> exo2       0.1348277 0.3264506  -0.3042389    0.5156753
#> exo3       1.0706191 0.4493870   0.4979189    1.6919023
#> 
#> $AUT$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.8254493 0.6133472  -0.09131233    1.5522953
#> lag1_var2 -0.3954392 1.4728139  -2.35534359    1.4891745
#> lag1_var3 -0.2806819 2.5095672  -3.63374549    2.9428302
#> lag1_var4  0.9448968 2.3731617  -2.16277478    4.0662652
#> const     -3.5786999 8.0844956 -13.74596409    8.5969145
#> exo1       0.2688082 0.3959223  -0.30017588    0.8313818
#> exo2      -0.3887762 0.7873721  -1.39949139    0.5454427
#> exo3      -0.2591230 0.7058625  -1.18751571    0.6259646
#> 
#> $AUT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6976143 0.4269142   0.1190854    1.2659287
#> lag1_var2 -0.3123003 1.0186527  -1.6951618    0.8543145
#> lag1_var3 -0.5757613 1.7522496  -2.9966294    1.3870369
#> lag1_var4  1.3398989 1.6518414  -0.5823524    3.6393942
#> const     -4.4222832 5.3792643 -12.4163691    3.4584517
#> exo1      -0.1160868 0.3274713  -0.5317533    0.3444642
#> exo2      -0.3169682 0.6544615  -1.1427729    0.5616746
#> exo3       0.4186968 0.5503322  -0.2148456    1.1742795
#> 
#> 
#> 
#> $AZE
#> $AZE$Sigma
#> $AZE$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003981593 0.0007518305  0.00278203  0.004668275
#> 
#> $AZE$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002760416 0.004901684 -0.009003603  0.003090706
#> Sigma[2,2]  0.184559419 0.029125789  0.148409115  0.227032439
#> 
#> $AZE$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01413830 0.007516224 -0.02208344 -0.002385501
#> Sigma[3,2] -0.07347174 0.042741441 -0.12539441 -0.010664812
#> Sigma[3,3]  0.48770118 0.100430370  0.32073198  0.597466572
#> 
#> $AZE$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01685966 0.008887842 -0.02875400 -0.005003488
#> Sigma[4,2]  0.07565960 0.047242678  0.01176427  0.146382440
#> Sigma[4,3]  0.46388993 0.099862706  0.31120178  0.578031709
#> Sigma[4,4]  0.56468000 0.113772355  0.41395582  0.696472650
#> 
#> 
#> $AZE$A
#> $AZE$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96442642 0.02703582  0.925761132  0.999837184
#> lag1_var2  0.18235202 0.10183577  0.033418798  0.299169582
#> lag1_var3  0.18968369 0.13535377 -0.008324935  0.347982507
#> lag1_var4 -0.19254858 0.12986752 -0.344101645 -0.002902668
#> const      0.75738162 0.39287870  0.202960437  1.292258951
#> exo1       0.02258480 0.03729875 -0.029452514  0.071258965
#> exo2       0.04463954 0.08033234 -0.062772688  0.145141207
#> exo3      -0.02659580 0.03907536 -0.078442473  0.021487664
#> 
#> $AZE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03844531 0.1617670  -0.2290544   0.18313513
#> lag1_var2 -0.15752822 0.5936415  -1.0827913   0.55842421
#> lag1_var3 -1.22515560 0.8240215  -2.5172686  -0.27326150
#> lag1_var4  1.25887401 0.7823383   0.3427260   2.48478822
#> const      0.67078398 2.9326947  -3.5520471   4.69391786
#> exo1       0.11278121 0.3053526  -0.2444736   0.59910503
#> exo2       1.38797760 0.4212802   0.9513846   2.10710452
#> exo3      -0.64994152 0.4974392  -1.3513426  -0.09511088
#> 
#> $AZE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.9311606 0.3528150   0.5872273    1.4683228
#> lag1_var2  -2.2223596 0.7709160  -3.4652837   -1.4365985
#> lag1_var3  -1.6884900 1.0316910  -3.3574693   -0.7410769
#> lag1_var4   2.5673254 0.9916388   1.6443400    4.1768748
#> const     -11.8459848 7.0167956 -23.0951241   -4.9383522
#> exo1       -0.6982499 0.6022466  -1.5045878    0.1338430
#> exo2       -3.2490062 1.0477484  -4.7953256   -2.0996316
#> exo3        1.4500926 0.3916014   0.9389556    2.0146220
#> 
#> $AZE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.9671039 0.3872002   0.5650995    1.5281896
#> lag1_var2  -3.0895647 0.9463264  -4.3541520   -1.9197049
#> lag1_var3  -3.5710060 1.2823664  -5.3068506   -1.9807066
#> lag1_var4   4.4844740 1.2301754   2.9684264    6.1671512
#> const     -13.3813696 7.1949361 -23.6813481   -4.3510058
#> exo1       -0.6077366 0.7206798  -1.6950361    0.3074672
#> exo2       -2.5080107 1.0319931  -4.3043107   -1.5782851
#> exo3        1.0663184 0.4718376   0.6546419    1.8225604
#> 
#> 
#> 
#> $BDI
#> $BDI$Sigma
#> $BDI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007920307 0.0001678356 0.0005753386  0.001044429
#> 
#> $BDI$Sigma$equation2
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0009485484 0.001026801 -0.0006111661  0.002339715
#> Sigma[2,2] 0.0276371229 0.010493535  0.0188661284  0.046194016
#> 
#> $BDI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001642875 0.002077609 -0.004385641  0.001258305
#> Sigma[3,2] -0.048129624 0.017736990 -0.078905306 -0.031055489
#> Sigma[3,3]  0.127519175 0.028780610  0.096012074  0.171675553
#> 
#> $BDI$Sigma$equation4
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0008964156 0.001473962 -0.003028508  0.0009507652
#> Sigma[4,2] -0.0276971147 0.010466504 -0.044322969 -0.0171190150
#> Sigma[4,3]  0.0932034696 0.017791889  0.067302319  0.1161999235
#> Sigma[4,4]  0.0741036535 0.012415799  0.053838589  0.0880801059
#> 
#> 
#> $BDI$A
#> $BDI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96945294 0.02772408  0.93478923   1.01331936
#> lag1_var2  0.08334752 0.06092987  0.01869345   0.16818381
#> lag1_var3  0.11029204 0.08302048  0.01498747   0.21776794
#> lag1_var4 -0.11414995 0.08111016 -0.22029198  -0.02193059
#> const      1.00206034 0.42092475  0.41353868   1.56275941
#> exo1       0.01102481 0.03398097 -0.04299677   0.04769461
#> exo2      -0.02736389 0.02804590 -0.06648413   0.01102751
#> exo3      -0.00351648 0.03223202 -0.05062754   0.04308438
#> 
#> $BDI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09747152 0.1010942 -0.24969470   0.02813017
#> lag1_var2  0.66982186 0.2896683  0.32257789   1.06258876
#> lag1_var3 -0.29388667 0.4082007 -0.81344928   0.27978614
#> lag1_var4  0.31519639 0.3895274 -0.22952776   0.81135436
#> const      0.54512391 1.7330738 -2.21801745   2.06378801
#> exo1      -0.51647827 0.1372203 -0.73112114  -0.39256502
#> exo2       0.02735956 0.1359683 -0.15261397   0.22376991
#> exo3       0.08921008 0.1332042 -0.08114443   0.26889501
#> 
#> $BDI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.27446275 0.2858038  -0.1101061    0.6951952
#> lag1_var2 -0.15358657 0.8289399  -1.4151019    0.6964113
#> lag1_var3  1.11221891 1.1311071  -0.5946163    2.3248708
#> lag1_var4 -0.16959274 1.0916378  -1.3349938    1.4788663
#> const     -0.99155061 4.1967952  -5.7864243    5.3754416
#> exo1       0.82001677 0.2990901   0.4208413    1.2455029
#> exo2      -1.09609702 0.2883111  -1.4743374   -0.6936922
#> exo3      -0.05183696 0.3381397  -0.4796943    0.3879085
#> 
#> $BDI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.19952031 0.2737459 -0.14285325    0.6216211
#> lag1_var2 -0.08075214 0.7706883 -1.30595871    0.6247850
#> lag1_var3  0.31373231 1.0350182 -1.31861006    1.2513009
#> lag1_var4  0.65747084 1.0037491 -0.24712987    2.2384082
#> const     -1.51883004 3.9099346 -6.72428061    3.7810152
#> exo1       0.43768732 0.2671113  0.02857338    0.7227601
#> exo2      -1.10098148 0.2039360 -1.33545593   -0.7982184
#> exo3       0.01905516 0.2679411 -0.35144120    0.3763510
#> 
#> 
#> 
#> $BEL
#> $BEL$Sigma
#> $BEL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001824407 4.260076e-05 0.0001214902 0.0002350671
#> 
#> $BEL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003437971 0.001024622 -0.004881536 -0.002325162
#> Sigma[2,2]  0.523492779 0.114676839  0.402704694  0.701106993
#> 
#> $BEL$Sigma$equation3
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003987819 0.0008679497  0.002747952  0.004933663
#> Sigma[3,2] -0.262060131 0.0488160984 -0.327915730 -0.192431870
#> Sigma[3,3]  0.322058368 0.0453081005  0.253548504  0.379005497
#> 
#> $BEL$Sigma$equation4
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[4,1] 0.002346824 0.0007340155  0.001222388  0.003166961
#> Sigma[4,2] 0.013257550 0.0577476073 -0.049800770  0.096708254
#> Sigma[4,3] 0.199310857 0.0461737151  0.135132933  0.260023343
#> Sigma[4,4] 0.222801968 0.0460035897  0.171515828  0.290390040
#> 
#> 
#> $BEL$A
#> $BEL$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.970096692 0.014187956  0.95228539  0.991545957
#> lag1_var2  0.009009850 0.020171986 -0.01802995  0.038373489
#> lag1_var3  0.008912775 0.036693302 -0.04087816  0.060110890
#> lag1_var4 -0.005521798 0.032611823 -0.04970332  0.038583522
#> const      0.607268053 0.151661692  0.34038185  0.722861003
#> exo1      -0.008445538 0.009710167 -0.02255576  0.004423042
#> exo2      -0.063110094 0.011712945 -0.07698843 -0.045138160
#> exo3       0.050513758 0.011483292  0.03390889  0.063053181
#> 
#> $BEL$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.55351036  0.7561374  -0.2583598    1.6502909
#> lag1_var2  0.62917957  1.3094662  -0.9666342    2.6970741
#> lag1_var3 -0.11147933  2.6485155  -3.2217769    4.1206844
#> lag1_var4 -0.15620281  2.4394430  -4.0490086    2.6554305
#> const      1.52314432 10.3302079 -13.1651514   14.2025663
#> exo1      -0.43628562  0.6552127  -1.1003259    0.5944729
#> exo2       0.09270385  0.6164475  -0.6511411    0.9790665
#> exo3       0.18219892  0.6082562  -0.5686592    1.0093377
#> 
#> $BEL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01779751 0.3818861  -0.5939279   0.42997821
#> lag1_var2  0.13040077 0.9329509  -1.4073552   1.19768863
#> lag1_var3  0.96432290 1.9108775  -2.1783021   3.10592911
#> lag1_var4  0.06223436 1.7620771  -1.8198793   2.95604452
#> const     -1.80493816 3.3996920  -5.8898736   3.48784005
#> exo1       0.35047025 0.5326430  -0.5193588   0.98242296
#> exo2      -0.76408247 0.5117378  -1.4196086  -0.05548323
#> exo3       0.25352823 0.2694213  -0.1205415   0.61714774
#> 
#> $BEL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2872239 0.3829387  -0.3326861    0.6608709
#> lag1_var2  0.1038355 0.5873633  -0.4387572    1.0909451
#> lag1_var3  0.2199812 1.1427109  -0.9139034    2.1067552
#> lag1_var4  0.6817289 1.0278229  -0.9980089    1.7666071
#> const     -2.2288370 4.6207098  -7.6542519    3.9428308
#> exo1       0.1333140 0.4925735  -0.5674549    0.8174343
#> exo2      -0.7458375 0.4317439  -1.4133117   -0.1828412
#> exo3       0.3793504 0.3981112  -0.1396723    0.8406873
#> 
#> 
#> 
#> $BEN
#> $BEN$Sigma
#> $BEN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002128568 4.293165e-05 0.0001568683 0.0002777434
#> 
#> $BEN$Sigma$equation2
#>                     mean           sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0004413101 0.0009281281 -0.00149814  0.001014678
#> Sigma[2,2]  0.0808009118 0.0176716875  0.06045328  0.107472292
#> 
#> $BEN$Sigma$equation3
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0001727518 0.00101646 -0.001154798  0.001506044
#> Sigma[3,2] -0.0436903688 0.01666273 -0.067496713 -0.020067312
#> Sigma[3,3]  0.2135485059 0.03774708  0.171775847  0.267170280
#> 
#> $BEN$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.000136825 0.0009639148 -0.001519834  0.000968818
#> Sigma[4,2]  0.014185038 0.0188162499 -0.010215244  0.038280844
#> Sigma[4,3]  0.186247388 0.0353223645  0.142555626  0.236843529
#> Sigma[4,4]  0.200542014 0.0313212117  0.166204311  0.246052570
#> 
#> 
#> $BEN$A
#> $BEN$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.983634314 0.005237776  0.97473708 0.9898198261
#> lag1_var2  0.011979989 0.043718414 -0.04017854 0.0791941013
#> lag1_var3  0.007106993 0.055095386 -0.05862984 0.0922662827
#> lag1_var4 -0.009522091 0.054321696 -0.09341725 0.0554065993
#> const      0.576203692 0.087842593  0.47981702 0.7053559637
#> exo1       0.005009588 0.016031782 -0.01493161 0.0253793992
#> exo2      -0.016702742 0.013424422 -0.03473681 0.0008498535
#> exo3       0.024161069 0.009388783  0.01106371 0.0373171385
#> 
#> $BEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1520209 0.1117535  0.02213266    0.3002893
#> lag1_var2 -0.1244680 0.7740531 -1.11128878    1.0388563
#> lag1_var3 -1.2929511 1.0277019 -2.58757376    0.1544252
#> lag1_var4  1.3010780 1.0149817 -0.11625763    2.5822684
#> const     -3.7310551 2.4449507 -6.86587146   -0.3002572
#> exo1      -0.1028008 0.3437093 -0.65357055    0.3270868
#> exo2       0.2550190 0.2081251 -0.08324370    0.4678868
#> exo3       0.4497591 0.3337472 -0.02000142    0.9128335
#> 
#> $BEN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5134342 0.2025285  -0.7833508  -0.20761863
#> lag1_var2  2.4202986 1.3200455   0.7262536   4.20577881
#> lag1_var3  5.2415105 1.8548507   2.8183496   7.75518136
#> lag1_var4 -4.2454933 1.8443290  -6.7542680  -1.82832739
#> const     12.3931749 4.5570787   5.5540686  18.24900780
#> exo1       0.1065871 0.3251724  -0.2133117   0.63898753
#> exo2      -0.3421732 0.4147738  -1.0919994   0.04473521
#> exo3      -0.7463836 0.3680163  -1.2062287  -0.25276809
#> 
#> $BEN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.40471545 0.1935409  -0.6052492  -0.09965386
#> lag1_var2  1.99492949 1.2406409   0.3208621   3.37812742
#> lag1_var3  3.86942454 1.7374460   1.6299783   5.65458204
#> lag1_var4 -2.85990845 1.7226491  -4.6267941  -0.63464177
#> const      9.19045386 3.9383576   3.0913808  13.80864008
#> exo1       0.03238376 0.4541995  -0.6034786   0.63860496
#> exo2      -0.17406642 0.4269779  -0.8983835   0.29583595
#> exo3      -0.44048837 0.3431928  -0.9028422   0.05492150
#> 
#> 
#> 
#> $BFA
#> $BFA$Sigma
#> $BFA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004961897 0.0001522989 0.0003094022 0.0007162577
#> 
#> $BFA$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0007034302 0.0005689643 -0.001435322 3.658875e-05
#> Sigma[2,2]  0.0278509156 0.0062363444  0.021387861 3.764093e-02
#> 
#> $BFA$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.000222763 0.000887826 -0.001603454  0.0009312105
#> Sigma[3,2] -0.013671108 0.007469476 -0.025171746 -0.0048754505
#> Sigma[3,3]  0.049024819 0.012645081  0.037043709  0.0701623716
#> 
#> $BFA$Sigma$equation4
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0006859667 0.0006836987 -0.001911675 -5.520185e-05
#> Sigma[4,2]  0.0065810686 0.0052905985  0.001475246  1.485359e-02
#> Sigma[4,3]  0.0388762299 0.0092929180  0.029788506  5.367453e-02
#> Sigma[4,4]  0.0436475030 0.0089210735  0.032327669  5.467844e-02
#> 
#> 
#> $BFA$A
#> $BFA$A$equation1
#>                   mean         sd   5% quantile 95% quantile
#> lag1_var1  0.988556399 0.01329591  0.9730997932   1.01051151
#> lag1_var2 -0.022792121 0.04113378 -0.0898323525   0.01646870
#> lag1_var3 -0.012954293 0.06578220 -0.1075623309   0.07436714
#> lag1_var4  0.009849580 0.06536491 -0.0780505980   0.10309647
#> const      0.585449408 0.24578739  0.1894107687   0.88385975
#> exo1      -0.006942767 0.01811667 -0.0290234809   0.02035453
#> exo2      -0.019459597 0.02137708 -0.0437139265   0.01108909
#> exo3       0.025779465 0.01674754  0.0003153245   0.04920259
#> 
#> $BFA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.12779818 0.1378368 -0.03380807   0.33404562
#> lag1_var2  0.71045940 0.5043632 -0.11342678   1.30461081
#> lag1_var3  0.06272975 0.6990330 -1.10766135   0.86895658
#> lag1_var4 -0.09973724 0.6835107 -0.88842220   1.04449572
#> const      1.05426013 2.2666846 -2.46894639   3.79958499
#> exo1      -0.10170976 0.1252873 -0.27556748   0.04067771
#> exo2       0.19846333 0.1548852 -0.01697073   0.41997631
#> exo3       0.10061922 0.1728251 -0.18325464   0.27000008
#> 
#> $BFA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.53129234 0.1489986  -0.7175710  -0.34750436
#> lag1_var2  2.01013972 0.5238177   1.3166856   2.74335063
#> lag1_var3  3.22122545 0.7852447   2.2505943   4.29824344
#> lag1_var4 -2.15602046 0.7725313  -3.2108626  -1.20446808
#> const      5.16134267 2.4899728   1.7719628   8.55157888
#> exo1       0.06245425 0.1761800  -0.1146178   0.36153559
#> exo2      -0.44432033 0.3110688  -0.7897572   0.03278401
#> exo3       0.53269446 0.1311158   0.3276609   0.67982857
#> 
#> $BFA$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.436688131 0.1146016  -0.6180074   -0.3206427
#> lag1_var2  2.079118739 0.5008774   1.4766758    2.7994269
#> lag1_var3  2.668403259 0.7539794   1.6851413    3.6944483
#> lag1_var4 -1.617655102 0.7422340  -2.6267776   -0.6455899
#> const      4.985693396 2.2312295   2.2824072    8.3334509
#> exo1      -0.006569437 0.1764059  -0.1787200    0.2766075
#> exo2      -0.342892253 0.3099112  -0.6784014    0.1737977
#> exo3       0.618672409 0.1881051   0.3342551    0.8235401
#> 
#> 
#> 
#> $BGD
#> $BGD$Sigma
#> $BGD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001197584 3.544509e-05 9.576709e-05 0.0001799979
#> 
#> $BGD$Sigma$equation2
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00029847 0.0006802806 -0.001274077 0.0005906031
#> Sigma[2,2]  0.11570255 0.0231815979  0.089841803 0.1491948197
#> 
#> $BGD$Sigma$equation3
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0004429508 0.0006773383 -0.0004254093   0.00136951
#> Sigma[3,2] -0.0780733426 0.0228795167 -0.1110372558  -0.05030408
#> Sigma[3,3]  0.2089318378 0.0303579536  0.1792926408   0.26317489
#> 
#> $BGD$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0002873081 0.0008462507 -0.0006083265  0.001631622
#> Sigma[4,2] -0.0117050194 0.0217642930 -0.0414316736  0.017220186
#> Sigma[4,3]  0.1715250642 0.0216389839  0.1497228202  0.208578157
#> Sigma[4,4]  0.1725654442 0.0156128360  0.1545661161  0.193649572
#> 
#> 
#> $BGD$A
#> $BGD$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  1.002428445 0.008410938  0.991028292  1.014231888
#> lag1_var2 -0.036139053 0.033941954 -0.080702228  0.011841442
#> lag1_var3 -0.069349327 0.052318549 -0.136436808  0.006851577
#> lag1_var4  0.061094702 0.051416381 -0.015301302  0.125058482
#> const      0.457099628 0.114073150  0.330276468  0.644397543
#> exo1       0.002101999 0.010050717 -0.011142064  0.016539327
#> exo2      -0.025452029 0.010996775 -0.035343276 -0.007279094
#> exo3       0.006365514 0.008442877 -0.007199283  0.016206448
#> 
#> $BGD$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.2234503 0.2023729 -0.041971741    0.5006118
#> lag1_var2  0.4400966 0.9857623 -0.931091709    1.5990472
#> lag1_var3 -0.5250262 1.5265203 -2.697351445    1.3001336
#> lag1_var4  0.4708561 1.4916932 -1.350132247    2.5664584
#> const     -1.5356479 3.7463253 -6.021940710    3.4932340
#> exo1       0.3739758 0.4546145 -0.211042594    1.1019460
#> exo2       1.2880245 0.2608983  0.887555109    1.5743658
#> exo3       0.3940814 0.2547688 -0.001519226    0.6719076
#> 
#> $BGD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1575414 0.1762544 -0.08719167    0.3935697
#> lag1_var2  0.3485837 0.9177622 -0.91539578    1.4633827
#> lag1_var3  1.6402607 1.3430515 -0.16030203    3.3360875
#> lag1_var4 -0.7461767 1.2983594 -2.39575511    0.9809126
#> const      2.1888903 4.9252351 -4.13254692    8.9077772
#> exo1      -0.2287674 0.3296292 -0.53778525    0.2901283
#> exo2      -1.2510427 0.2827443 -1.68808724   -0.9331770
#> exo3       0.6076632 0.7525553 -0.40635471    1.6539892
#> 
#> $BGD$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.29662287 0.2261365  0.009826287    0.6248205
#> lag1_var2  0.26837762 1.0805148 -1.280859496    1.6657319
#> lag1_var3  0.76655647 1.6424652 -1.448581794    3.0390784
#> lag1_var4  0.10712307 1.5846237 -2.096343013    2.2488140
#> const      0.43759326 4.6645232 -5.976245138    6.6990698
#> exo1      -0.01265004 0.2858139 -0.435171737    0.2835184
#> exo2      -0.52586649 0.2760368 -0.953575393   -0.2258358
#> exo3       0.88592655 0.7254584 -0.114176458    1.9318008
#> 
#> 
#> 
#> $BGR
#> $BGR$Sigma
#> $BGR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002081069 0.0006429838 0.001362837  0.003088949
#> 
#> $BGR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04615612 0.02359078  -0.0854721  -0.02247891
#> Sigma[2,2]  3.82615568 0.80113113   3.1523100   5.02390075
#> 
#> $BGR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03074141 0.01266061  0.01583846   0.05037355
#> Sigma[3,2] -1.99129987 0.38059932 -2.57311887  -1.59160588
#> Sigma[3,3]  1.49448956 0.23314804  1.21494946   1.80418114
#> 
#> $BGR$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.006369448 0.004696847  0.001298507   0.01418396
#> Sigma[4,2] 0.070237347 0.116487198 -0.079653751   0.22719551
#> Sigma[4,3] 0.465377393 0.122248047  0.277810941   0.62359641
#> Sigma[4,4] 0.555095195 0.107508394  0.387351409   0.67277381
#> 
#> 
#> $BGR$A
#> $BGR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97637531 0.01881076  0.94479210   0.99221301
#> lag1_var2  0.02759858 0.03310525 -0.01666131   0.07285115
#> lag1_var3  0.05794064 0.06379911 -0.02734892   0.14562577
#> lag1_var4 -0.05905038 0.05784741 -0.13558711   0.02017121
#> const      0.69239903 0.27085613  0.38960388   1.11389104
#> exo1       0.02445420 0.04446545 -0.03185219   0.08930540
#> exo2      -0.04859103 0.04226252 -0.08180084   0.02229556
#> exo3       0.05487784 0.06588994 -0.01377885   0.15548889
#> 
#> $BGR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.34858362  1.498846  -3.6837551    0.4381955
#> lag1_var2  2.38237426  2.419339  -0.9001253    5.3562615
#> lag1_var3  2.76915756  4.644669  -3.4700848    8.6067736
#> lag1_var4 -2.40011304  4.110409  -7.5125579    3.1158966
#> const     13.82143258 12.076323  -0.2735855   33.0828443
#> exo1      -0.47861166  1.635581  -2.4418750    1.7751258
#> exo2      -0.07285219  2.528503  -4.3444242    2.5264970
#> exo3      -1.18526304  2.627642  -4.5836526    2.1210484
#> 
#> $BGR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.6830518  1.010459   0.7325262    3.3104537
#> lag1_var2  -1.5330074  1.569359  -3.7340800    0.7554573
#> lag1_var3  -1.8735376  3.036707  -6.1985215    2.5198197
#> lag1_var4   2.3354143  2.693480  -1.5478669    6.2120305
#> const     -12.1098594 11.585882 -28.9746331    2.7468715
#> exo1        0.8135852  1.080477  -0.5109183    2.2880142
#> exo2       -0.4268430  1.609729  -2.0379164    1.9616460
#> exo3        0.3956887  1.642787  -1.2861250    3.0273270
#> 
#> $BGR$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.0716085 0.4921455   0.55866857   1.87253538
#> lag1_var2 -0.7573132 0.5869566  -1.62351390  -0.03363284
#> lag1_var3 -1.3161945 1.1412810  -2.99036033   0.07168826
#> lag1_var4  1.9624006 1.0145579   0.70464353   3.42667622
#> const     -6.6698262 8.4369593 -19.60384929   2.54367693
#> exo1       0.5892220 0.4933796   0.08209244   1.29254228
#> exo2      -0.4632213 0.7550675  -1.60328532   0.39791745
#> exo3      -0.2474791 0.7666310  -1.17354673   0.87508138
#> 
#> 
#> 
#> $BHR
#> $BHR$Sigma
#> $BHR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004992655 0.0001364285 0.0003257558 0.0006926881
#> 
#> $BHR$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.000761417 0.0002645034 -0.001191963 -0.0004664796
#> Sigma[2,2]  0.004524338 0.0012114708  0.003325574  0.0065861504
#> 
#> $BHR$Sigma$equation3
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0008229312 0.001150993 -0.0008981461  0.002426287
#> Sigma[3,2] -0.0033116479 0.003706307 -0.0088264322  0.001320675
#> Sigma[3,3]  0.1196904178 0.024232914  0.0888171432  0.153262003
#> 
#> $BHR$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0003037135 0.001092365 -0.001285616  0.001823056
#> Sigma[4,2] -0.0002786804 0.003628106 -0.005266197  0.004033019
#> Sigma[4,3]  0.1183261298 0.022710376  0.089984578  0.148964868
#> Sigma[4,4]  0.1190551845 0.021447853  0.093024346  0.148047187
#> 
#> 
#> $BHR$A
#> $BHR$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.974535283 0.03054371  0.944370231   1.01744445
#> lag1_var2  0.003750881 0.08222525 -0.142831263   0.08769324
#> lag1_var3 -0.001667157 0.12665363 -0.232500674   0.11407339
#> lag1_var4  0.002736350 0.12198565 -0.107244509   0.22558244
#> const      0.570067300 0.31724738  0.088473902   0.88555212
#> exo1       0.013267426 0.01637986 -0.003096277   0.04013937
#> exo2      -0.089154612 0.01217769 -0.106405278  -0.07602072
#> exo3      -0.012614021 0.02299755 -0.046361351   0.01971680
#> 
#> $BHR$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.008945659 0.05147978 -0.08167750  0.050893917
#> lag1_var2  0.549871641 0.15221855  0.34475280  0.739899955
#> lag1_var3 -0.051231762 0.20756385 -0.30670138  0.253176398
#> lag1_var4  0.052727031 0.20098563 -0.25023874  0.295421071
#> const      0.581781083 0.48665691 -0.09160822  1.179976169
#> exo1      -0.039474655 0.04074098 -0.10110557  0.007463465
#> exo2       0.552836576 0.08023639  0.42749692  0.642884775
#> exo3       0.022481672 0.06400213 -0.06688676  0.090587952
#> 
#> $BHR$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.4980030 0.4609049  -0.04840815     1.156284
#> lag1_var2 -0.1363034 1.0109831  -1.22681638     1.370019
#> lag1_var3  0.5408524 1.3258813  -0.94046258     2.434318
#> lag1_var4  0.3888780 1.2534470  -1.43807398     1.751077
#> const     -6.9669265 5.2812893 -14.81092660    -1.284901
#> exo1       0.5672649 0.3022784   0.19319260     1.030899
#> exo2      -1.4872894 0.4560039  -2.00492474    -0.744234
#> exo3      -0.0289897 0.3070142  -0.51505942     0.332719
#> 
#> $BHR$A$equation4
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1  0.508841632 0.4643406  -0.03752323    1.1882827
#> lag1_var2 -0.096380106 1.1030587  -1.36259595    1.4949863
#> lag1_var3  0.022212475 1.4462075  -1.63691503    2.0434421
#> lag1_var4  0.912880317 1.3724130  -1.04507795    2.4485972
#> const     -7.258871343 5.2959970 -15.18773630   -1.6757518
#> exo1       0.542310445 0.2963588   0.17791144    1.0009387
#> exo2      -1.111217263 0.4522856  -1.63510018   -0.3871638
#> exo3      -0.009752513 0.2910626  -0.47206499    0.3281579
#> 
#> 
#> 
#> $BHS
#> $BHS$Sigma
#> $BHS$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001135638 0.0003790133 0.0007173535   0.00170053
#> 
#> $BHS$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04526879 0.01804038 -0.07883849  -0.03074755
#> Sigma[2,2]  3.82531532 1.31946375  2.29586685   6.00561083
#> 
#> $BHS$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03878264 0.01574893  0.02620695   0.06760729
#> Sigma[3,2] -2.96499256 1.04523996 -4.73306418  -1.83404365
#> Sigma[3,3]  2.37146896 0.85200744  1.52831749   3.83095565
#> 
#> $BHS$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005966042 0.003395799  0.002692974   0.01116750
#> Sigma[4,2] -0.146822137 0.144638297 -0.339523905   0.06353489
#> Sigma[4,3]  0.195553729 0.129225184  0.036085007   0.39368293
#> Sigma[4,4]  0.097162611 0.036854917  0.066528318   0.15892122
#> 
#> 
#> $BHS$A
#> $BHS$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97232595 0.03133142  0.938974485  1.020681774
#> lag1_var2  0.06380626 0.04248419  0.006536476  0.121167127
#> lag1_var3  0.08934456 0.05787146  0.012780508  0.168074196
#> lag1_var4 -0.09178036 0.05218928 -0.163642248 -0.021690543
#> const      0.86135376 0.25344642  0.510122804  1.182392784
#> exo1      -0.03364304 0.03124659 -0.083522433  0.005626655
#> exo2      -0.27894247 0.04028811 -0.333261155 -0.222012461
#> exo3       0.03249851 0.05616773 -0.061648413  0.091280091
#> 
#> $BHS$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09309452  1.495145  -2.0965569     1.913569
#> lag1_var2  1.26479853  1.603806  -0.9690659     3.369628
#> lag1_var3  0.75293184  2.107231  -2.1508694     3.534279
#> lag1_var4 -0.62409448  1.883968  -3.2300781     1.885235
#> const     -4.12113318 16.928703 -29.1006698    15.954721
#> exo1      -0.19038609  1.610267  -2.8615976     1.367739
#> exo2       1.91626441  1.490444  -0.5655323     3.298413
#> exo3       0.36377611  2.086958  -2.7240294     2.969570
#> 
#> $BHS$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.29262984  1.252641  -1.9402646    1.4468049
#> lag1_var2  1.51744936  1.321477  -0.2555225    3.4008673
#> lag1_var3  2.77990543  1.750808   0.4252831    5.2512437
#> lag1_var4 -1.83792701  1.555262  -3.9800607    0.3653357
#> const      8.86016073 13.257585  -5.7442878   28.2128030
#> exo1       0.04499743  1.304136  -1.2560566    2.1432629
#> exo2      -5.73258337  1.201175  -6.8263442   -3.6329068
#> exo3      -0.23339076  1.526430  -2.3358832    1.8357268
#> 
#> $BHS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.41580333 0.2417257  -0.6173317   -0.0286784
#> lag1_var2  2.14676384 0.3376624   1.6553037    2.6242680
#> lag1_var3  2.92686374 0.4540616   2.2528759    3.5686270
#> lag1_var4 -1.86204968 0.4282895  -2.4963557   -1.2615547
#> const      5.06961889 2.2510592   1.4300035    7.0736297
#> exo1      -0.09773436 0.1799173  -0.3385117    0.1470907
#> exo2      -4.97999729 0.2811339  -5.3499091   -4.6045839
#> exo3       0.04729528 0.3437550  -0.5567542    0.3754134
#> 
#> 
#> 
#> $BIH
#> $BIH$Sigma
#> $BIH$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01393912 0.004096695 0.009440356   0.01997817
#> 
#> $BIH$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02470437 0.01899743 -0.04776586  0.002310677
#> Sigma[2,2]  1.73792654 0.45795853  1.18790193  2.399442415
#> 
#> $BIH$Sigma$equation3
#>                   mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.01696484 0.01142609  0.0002930003   0.02984252
#> Sigma[3,2] -0.83241731 0.27356370 -1.2877740383  -0.50918871
#> Sigma[3,3]  0.48060352 0.17667702  0.2874505664   0.78459198
#> 
#> $BIH$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007081388 0.008805562 -0.003530219   0.02133807
#> Sigma[4,2] -0.044374205 0.135862030 -0.255307709   0.10009504
#> Sigma[4,3]  0.125607133 0.088438249  0.047431976   0.27473632
#> Sigma[4,4]  0.135952328 0.047599784  0.084531320   0.21218720
#> 
#> 
#> $BIH$A
#> $BIH$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97203846 0.03986575  0.91409968   1.02352425
#> lag1_var2  0.03065961 0.03590501 -0.02187488   0.07275500
#> lag1_var3  0.07517131 0.08121142 -0.03960682   0.16757897
#> lag1_var4 -0.07509635 0.06960837 -0.15347008   0.02951165
#> const      0.77052203 0.48650172  0.19105272   1.40352541
#> exo1       0.01362976 0.12307336 -0.17912214   0.16160041
#> exo2      -0.04360055 0.14351569 -0.21148018   0.14760410
#> exo3       0.01575668 0.14379753 -0.11448009   0.23372985
#> 
#> $BIH$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.46590381 0.6958231 -1.40766667    0.5371322
#> lag1_var2  1.73647103 0.5723557  0.97987936    2.4917339
#> lag1_var3  1.60479835 1.2916667 -0.06531982    3.2761678
#> lag1_var4 -1.69605746 1.0962922 -3.13721394   -0.3514739
#> const     14.14581365 7.1609869  2.30577155   21.5993854
#> exo1      -4.02022956 1.2379404 -5.98950426   -2.4713040
#> exo2       2.66722184 2.1783353 -0.18308045    5.5822473
#> exo3      -0.02648858 1.5016838 -2.16513130    1.6128850
#> 
#> $BIH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7363799 0.3758807   0.2230946    1.2591075
#> lag1_var2 -0.5625745 0.3364637  -0.9776359   -0.1105738
#> lag1_var3 -0.1585478 0.7466984  -1.0700569    0.8318641
#> lag1_var4  1.0130735 0.6293103   0.1164589    1.7793268
#> const     -9.2412599 3.6956064 -12.9973298   -3.5141804
#> exo1       2.2159672 0.6639389   1.4053636    3.2563828
#> exo2      -1.8782751 1.0939852  -3.4919100   -0.5231598
#> exo3       1.8640783 0.6491475   1.1395253    2.6985763
#> 
#> $BIH$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6296568 0.1884489   0.4187546   0.93430698
#> lag1_var2 -0.2107890 0.1342977  -0.4289318  -0.05060615
#> lag1_var3 -0.3922847 0.2973223  -0.8453832  -0.02950412
#> lag1_var4  1.1915451 0.2709308   0.8135966   1.54411743
#> const     -4.6402050 2.5898050  -7.6255520  -0.96757071
#> exo1       0.5952660 0.3444851   0.1754437   1.05222875
#> exo2      -0.7206572 0.3877322  -1.3349963  -0.34017858
#> exo3       2.1875622 0.3627978   1.6755280   2.66277174
#> 
#> 
#> 
#> $BLR
#> $BLR$Sigma
#> $BLR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002491692 0.0005610311 0.001817269  0.003256891
#> 
#> $BLR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05927483 0.01255352 -0.07946666  -0.04739674
#> Sigma[2,2]  4.28504465 0.80730230  3.34317460   5.26166660
#> 
#> $BLR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03686835 0.00747965  0.02938178   0.04771548
#> Sigma[3,2] -2.58279158 0.49598965 -3.19781885  -1.97032657
#> Sigma[3,3]  1.59354031 0.31761282  1.19062627   2.00926108
#> 
#> $BLR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002082459 0.001669879  0.0003737106  0.004723303
#> Sigma[4,2] -0.059217743 0.093044009 -0.1835860352  0.067460024
#> Sigma[4,3]  0.076701969 0.063698496 -0.0013849982  0.172095243
#> Sigma[4,4]  0.046822910 0.014540221  0.0311467893  0.070448695
#> 
#> 
#> $BLR$A
#> $BLR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.03660405 0.03474900  0.989049078   1.08049955
#> lag1_var2 -0.14363867 0.07371802 -0.255482831  -0.07564383
#> lag1_var3 -0.25866892 0.12544222 -0.449226336  -0.14205521
#> lag1_var4  0.24768508 0.11691703  0.135216011   0.42349925
#> const     -0.30629964 0.45996776 -0.873381759   0.34111084
#> exo1       0.01871092 0.03504183 -0.024669094   0.06640625
#> exo2       0.01163480 0.06575282 -0.064227321   0.11803860
#> exo3       0.05333762 0.05227552 -0.009526897   0.13340758
#> 
#> $BLR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.41159103  1.401885   -3.395291     0.468373
#> lag1_var2  3.95319494  3.490210   -1.190363     9.018264
#> lag1_var3  5.58541106  6.001040   -3.357615    14.168932
#> lag1_var4 -5.46840786  5.580399  -13.265555     3.027649
#> const     31.10955641 12.693984   10.833601    43.649400
#> exo1       0.09947298  2.067855   -2.633044     3.059905
#> exo2      -1.41221592  1.792580   -3.591168     1.014212
#> exo3      -1.85260809  1.600007   -4.114610     0.394205
#> 
#> $BLR$A$equation3
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1   1.52151921 0.8008313   0.40913245    2.5885110
#> lag1_var2  -2.67058718 2.0044073  -5.50798303    0.2079667
#> lag1_var3  -3.85274644 3.4461051  -8.66529206    1.1466442
#> lag1_var4   4.58699746 3.2143461  -0.15899723    8.9929020
#> const     -22.95991296 8.0215975 -31.06294039  -10.8943702
#> exo1       -0.06159459 1.2169140  -1.87681827    1.4113474
#> exo2        0.68820584 1.1765320  -0.95722457    2.1309685
#> exo3        1.19894818 0.9939057  -0.06759771    2.6582022
#> 
#> $BLR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.78861662 0.1952840   0.5807619    1.1070492
#> lag1_var2 -0.83698097 0.3087252  -1.2035749   -0.3859576
#> lag1_var3 -1.39902834 0.5303193  -2.0217946   -0.6147396
#> lag1_var4  2.18959892 0.5067771   1.4097604    2.7841386
#> const     -6.20480762 2.6744350 -10.5415392   -3.5528658
#> exo1      -0.01371676 0.1509880  -0.2535731    0.1511973
#> exo2      -0.15526903 0.2053550  -0.4388607    0.1082568
#> exo3       0.10200069 0.2333665  -0.1279445    0.4994550
#> 
#> 
#> 
#> $BLZ
#> $BLZ$Sigma
#> $BLZ$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0009559985 0.0002393742 0.000686906  0.001341647
#> 
#> $BLZ$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007545207 0.004015276 -0.01261796 -0.001709259
#> Sigma[2,2]  0.602245749 0.091409382  0.47416550  0.731328905
#> 
#> $BLZ$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004156348 0.003919553 -0.001917302  0.008693834
#> Sigma[3,2] -0.426370276 0.052486489 -0.501710391 -0.357134586
#> Sigma[3,3]  0.400585649 0.037289918  0.351896471  0.446614048
#> 
#> $BLZ$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0001541749 0.002713557 -0.004407951  0.002695123
#> Sigma[4,2] -0.0721198286 0.028210665 -0.108076061 -0.034834198
#> Sigma[4,3]  0.1573564785 0.034198832  0.103915679  0.201252531
#> Sigma[4,4]  0.1236882518 0.033145582  0.081826614  0.170712274
#> 
#> 
#> $BLZ$A
#> $BLZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99381800 0.04332669  0.93033132  1.044073163
#> lag1_var2 -0.04782895 0.04694373 -0.08964550  0.025500588
#> lag1_var3 -0.09439531 0.07831817 -0.16642843  0.030415456
#> lag1_var4  0.08814320 0.06632175 -0.01683755  0.152727434
#> const      0.46119816 0.23847635  0.13557851  0.794785627
#> exo1      -0.05125221 0.03343773 -0.09838234 -0.004002049
#> exo2      -0.17656326 0.03284895 -0.23143851 -0.139475696
#> exo3       0.10760598 0.03354647  0.07875072  0.160433685
#> 
#> $BLZ$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.59146695 0.9890146 -2.03193085    0.5345736
#> lag1_var2  2.27887718 1.1551547  0.70954222    3.6075216
#> lag1_var3  2.65874392 1.9346938  0.12670976    5.0229114
#> lag1_var4 -2.55983780 1.6911813 -4.69498793   -0.4110089
#> const      9.48812565 6.9751663 -0.04220816   18.9909698
#> exo1      -0.04846374 0.6950355 -0.56990967    1.1367099
#> exo2       2.41057651 0.8516934  1.50021598    3.7321903
#> exo3       0.07134815 0.6904227 -0.63842820    1.1539511
#> 
#> $BLZ$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   0.93433136 0.8672488  -0.1730978    2.1147017
#> lag1_var2  -1.04969385 1.1248505  -2.4076878    0.6390470
#> lag1_var3  -1.17428247 1.8785524  -3.4126947    1.6104206
#> lag1_var4   1.99273953 1.6499389  -0.4296279    3.9353995
#> const     -10.91200296 5.5168884 -17.3386850   -2.7547376
#> exo1        0.07050522 0.5945788  -0.8460590    0.6537552
#> exo2       -3.69830826 0.7456676  -4.7413784   -2.6583110
#> exo3       -0.09051977 0.5387634  -0.9020179    0.6108622
#> 
#> $BLZ$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.62238493 0.3890145   0.11442396    1.1904803
#> lag1_var2 -0.16453732 0.6107325  -0.91088799    0.6429430
#> lag1_var3 -0.40360660 1.0205428  -1.64305875    0.9667049
#> lag1_var4  1.29594747 0.9067122   0.07204859    2.3588921
#> const     -7.09899547 3.8979755 -12.41395540   -1.9707161
#> exo1       0.04396023 0.3859788  -0.49868724    0.5306549
#> exo2      -2.44665372 0.4976540  -3.16379383   -1.8413625
#> exo3      -0.04433065 0.2697922  -0.31763319    0.3805788
#> 
#> 
#> 
#> $BOL
#> $BOL$Sigma
#> $BOL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002699495 0.0001033513 0.0001469521 0.0004229795
#> 
#> $BOL$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001643704 0.001110706 -0.003172622 -0.0001625153
#> Sigma[2,2]  0.127293338 0.024784075  0.104592209  0.1678162492
#> 
#> $BOL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001574376 0.004282503 -0.005417333  0.005369954
#> Sigma[3,2] -0.241686473 0.069464308 -0.340228507 -0.167112956
#> Sigma[3,3]  2.989608377 0.591599184  2.040397227  3.661055087
#> 
#> $BOL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002811584 0.004031766 -0.007332044  0.003646021
#> Sigma[4,2] -0.157015215 0.062180937 -0.248976157 -0.093088382
#> Sigma[4,3]  2.904695873 0.609396910  1.943898544  3.634702734
#> Sigma[4,4]  2.878467422 0.626700395  1.907921524  3.660069366
#> 
#> 
#> $BOL$A
#> $BOL$A$equation1
#>                  mean          sd   5% quantile 95% quantile
#> lag1_var1  0.99880382 0.004804441  0.9923866595  1.006047361
#> lag1_var2 -0.03555975 0.032810597 -0.0869972174  0.001184659
#> lag1_var3 -0.04782543 0.049787750 -0.1279196613  0.007641525
#> lag1_var4  0.04388393 0.049659942 -0.0111958298  0.123586902
#> const      0.34943999 0.149817353  0.1339775637  0.529327488
#> exo1       0.01693563 0.010522324  0.0036622751  0.030351583
#> exo2      -0.13121879 0.016216105 -0.1615510368 -0.120111578
#> exo3       0.03266125 0.028867767  0.0007486639  0.079047781
#> 
#> $BOL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2120871 0.2104624  -0.1191398    0.4613930
#> lag1_var2  0.1484914 1.0991085  -1.6695227    1.2867440
#> lag1_var3 -0.4664091 1.5900409  -3.0998647    1.1637775
#> lag1_var4  0.4018298 1.5869518  -1.2192427    3.0438993
#> const      0.9422459 4.1451097  -4.2690880    6.6070897
#> exo1      -0.1024233 0.3576541  -0.5185458    0.4484011
#> exo2       4.5279643 0.3121992   4.0929259    4.9968009
#> exo3      -0.0721444 0.2218296  -0.3470374    0.2239099
#> 
#> $BOL$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.8586006  0.7486615 -0.268461849     1.691135
#> lag1_var2  2.2320170  3.8922436 -3.200091143     6.924481
#> lag1_var3  3.1278126  5.6325111 -5.052961736     9.504529
#> lag1_var4 -2.5759487  5.5351049 -8.814217872     5.496320
#> const      9.3258871 11.3935654 -1.463409830    26.768855
#> exo1       1.2910065  1.0063738  0.001255058     2.708495
#> exo2      -4.7244985  1.5879182 -6.980590382    -2.551461
#> exo3      -4.6242736  1.6505077 -6.891796333    -2.616242
#> 
#> $BOL$A$equation4
#>                mean         sd  5% quantile 95% quantile
#> lag1_var1  1.039783  0.7160249  0.005181265    1.9376662
#> lag1_var2  1.996044  3.6410523 -3.057185622    6.4267879
#> lag1_var3  2.295581  5.2974884 -5.363292839    8.5457311
#> lag1_var4 -1.790901  5.2056417 -7.960198709    5.7681010
#> const      9.320341 10.9324967 -3.668690324   25.8517579
#> exo1       1.252889  1.0171340 -0.211113054    2.4941559
#> exo2      -1.625994  1.5926879 -3.946534952    0.4476528
#> exo3      -4.853108  1.6898407 -7.077136711   -2.8559126
#> 
#> 
#> 
#> $BRA
#> $BRA$Sigma
#> $BRA$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0004860544 0.0001036421 0.000368488  0.000646819
#> 
#> $BRA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01567326 0.00563399 -0.02513062  -0.01090375
#> Sigma[2,2]  1.13426796 0.32145499  0.85772233   1.66095298
#> 
#> $BRA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006829677 0.004969101  0.003291178   0.01479636
#> Sigma[3,2] -0.572364435 0.285389934 -1.051397002  -0.34772093
#> Sigma[3,3]  0.540398504 0.227521761  0.337728501   0.90505722
#> 
#> $BRA$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.003484862 0.002666687 -0.007723712 -0.0002237696
#> Sigma[4,2]  0.163471325 0.153702165 -0.027636850  0.3857103076
#> Sigma[4,3]  0.193301084 0.092554837  0.082372484  0.3240023954
#> Sigma[4,4]  0.326195237 0.101138844  0.218977237  0.4889725567
#> 
#> 
#> $BRA$A
#> $BRA$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.962052994 0.02008849  0.942344256   0.99465591
#> lag1_var2  0.003923928 0.05157685 -0.055667320   0.06698614
#> lag1_var3  0.002283848 0.07920149 -0.093232832   0.09758186
#> lag1_var4  0.005151704 0.07505609 -0.085732208   0.09543158
#> const      0.582540435 0.26228664  0.133579856   0.85998069
#> exo1       0.026809736 0.01380969  0.006689436   0.04501207
#> exo2      -0.064194283 0.02303563 -0.097883201  -0.03264095
#> exo3       0.043872221 0.02930447 -0.005605309   0.07502589
#> 
#> $BRA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4317435 0.7149156  -0.3090077    1.6071452
#> lag1_var2 -0.2177312 2.2088091  -3.8380692    2.1365335
#> lag1_var3 -1.4591232 3.3958107  -6.9044054    2.4106409
#> lag1_var4  1.3382485 3.2323318  -2.3794882    6.4611700
#> const     -1.6168281 7.6940461 -11.7354295    9.0519229
#> exo1      -1.0528818 0.9567949  -2.3012072    0.4422906
#> exo2       2.5916995 1.0078007   1.1791855    4.0951823
#> exo3       0.5305662 1.4492905  -0.9740921    2.9762152
#> 
#> $BRA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5127654 0.5709217  -1.3852767    0.2746581
#> lag1_var2  2.3422594 1.5410047   0.4973027    4.7800578
#> lag1_var3  4.2129452 2.4079069   1.1975047    7.8916245
#> lag1_var4 -3.1220232 2.2687532  -6.5705776   -0.3073219
#> const      5.9157670 6.7419339  -3.7432091   14.8019173
#> exo1       0.6908392 0.3963038   0.2724723    1.2668547
#> exo2      -5.6132788 0.6061556  -6.5281050   -4.7923688
#> exo3      -0.3815588 0.8477898  -1.3672433    0.8813309
#> 
#> $BRA$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.277478464 0.4434016  -0.9378420    0.2844299
#> lag1_var2  1.941368411 1.0170900   0.7250557    3.3991972
#> lag1_var3  2.847545600 1.6187759   1.0023387    5.2293913
#> lag1_var4 -1.806659316 1.5046362  -4.0131500   -0.1369269
#> const      4.160313175 6.2357459  -3.4583239   12.9358651
#> exo1       0.003760608 0.5590851  -0.5959179    0.8376425
#> exo2      -4.546942648 0.4318333  -5.3130107   -4.1675985
#> exo3      -0.032793601 0.9257113  -1.1539982    1.3127978
#> 
#> 
#> 
#> $BRB
#> $BRB$Sigma
#> $BRB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001151778 0.0003396863 0.0008574861   0.00171104
#> 
#> $BRB$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01977815 0.006124496 -0.02819656  -0.01265062
#> Sigma[2,2]  1.50437431 0.243530025  1.21386685   1.85303398
#> 
#> $BRB$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0173489 0.007276583  0.008451738   0.02687927
#> Sigma[3,2] -1.1489488 0.256136957 -1.531835617  -0.86195016
#> Sigma[3,3]  1.4147087 0.300030170  1.097433283   1.86962582
#> 
#> $BRB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004778103 0.004556634 -0.001491862   0.01035759
#> Sigma[4,2] -0.155036564 0.159564284 -0.362484358   0.04110022
#> Sigma[4,3]  0.724236499 0.177729258  0.486097616   0.94626691
#> Sigma[4,4]  0.700168145 0.134291955  0.504503819   0.85436981
#> 
#> 
#> $BRB$A
#> $BRB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.968019312 0.02429722  0.93477494   0.99935607
#> lag1_var2  0.032182597 0.05494643 -0.04367797   0.09341064
#> lag1_var3  0.048537790 0.08339805 -0.06731579   0.14129238
#> lag1_var4 -0.047827485 0.07531101 -0.13041335   0.05690696
#> const      0.677405734 0.33625374  0.21077023   1.16496728
#> exo1      -0.002254413 0.04066232 -0.04720985   0.05916811
#> exo2      -0.161245070 0.03200366 -0.20324036  -0.12341462
#> exo3      -0.035166774 0.03213927 -0.07623510   0.01033930
#> 
#> $BRB$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.8293631  1.8286160  -3.6937029    0.8983182
#> lag1_var2  3.6264558  2.5642440  -0.1207398    6.0458209
#> lag1_var3  4.1220129  3.8935838  -1.5847292    7.7340890
#> lag1_var4 -3.6810678  3.6010826  -7.0382821    1.6382575
#> const     12.3659032 24.0607962 -28.3837191   37.8056000
#> exo1       0.6469359  0.9612408  -0.7438948    1.8400349
#> exo2       2.7315069  1.3765919   0.8708396    4.8540533
#> exo3      -0.1279150  1.0446062  -2.0083216    0.7844875
#> 
#> $BRB$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.5511603  1.4708904  -1.5611054    2.3785484
#> lag1_var2 -0.7080260  2.3310826  -3.6046607    2.8166945
#> lag1_var3 -0.2257779  3.5667033  -4.6794168    5.1505132
#> lag1_var4  1.0395334  3.2815645  -3.9190333    5.1377198
#> const     -1.1071167 17.4176542 -19.1224717   29.5121442
#> exo1      -0.3169150  0.9278225  -1.8128378    0.6602686
#> exo2      -2.8549909  1.1128228  -4.5392628   -1.3172939
#> exo3       0.3603394  0.5788719  -0.5635466    1.1107569
#> 
#> $BRB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7950844 1.0642971   -1.822629    1.1114714
#> lag1_var2  1.4244366 1.9267387   -2.039633    3.2290207
#> lag1_var3  2.0879251 2.9319948   -3.204337    4.8005531
#> lag1_var4 -0.9377148 2.6918698   -3.417513    3.9089410
#> const      7.0520077 8.6746368   -6.688022   16.2409004
#> exo1       0.1357063 0.8179710   -1.050211    1.0704876
#> exo2      -1.2082042 0.6595785   -2.191038   -0.3999128
#> exo3       0.2765180 0.8841588   -0.951126    1.1988495
#> 
#> 
#> 
#> $BRN
#> $BRN$Sigma
#> $BRN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0003953704 0.0001120962 0.000224778 0.0005321227
#> 
#> $BRN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002778557 0.001404889 -0.004589805 -0.001142849
#> Sigma[2,2]  0.211304844 0.042988526  0.151070155  0.261542473
#> 
#> $BRN$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002218593 0.00153456 -3.764343e-05   0.00419977
#> Sigma[3,2] -0.171955029 0.04377203 -2.246878e-01  -0.12000594
#> Sigma[3,3]  0.372373142 0.05700807  2.876132e-01   0.43834316
#> 
#> $BRN$Sigma$equation4
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0004732975 0.00134402 -0.001428338  0.001805144
#> Sigma[4,2] -0.0397958472 0.02828445 -0.069072301  0.007027478
#> Sigma[4,3]  0.2851093316 0.04773665  0.221193021  0.358005501
#> Sigma[4,4]  0.2823857912 0.04767659  0.217261275  0.352730527
#> 
#> 
#> $BRN$A
#> $BRN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.949944848 0.01392390  0.92898782  0.967456721
#> lag1_var2  0.016994862 0.01892972 -0.01397867  0.038479858
#> lag1_var3  0.025965064 0.02693049 -0.01845494  0.057334833
#> lag1_var4 -0.018701627 0.02505816 -0.04589014  0.024613273
#> const      0.695254143 0.23657858  0.36765430  1.007186286
#> exo1      -0.019255904 0.01420986 -0.03478809  0.004092872
#> exo2       0.004932659 0.02657413 -0.03495855  0.033748036
#> exo3      -0.001759867 0.01576051 -0.02723404  0.014844246
#> 
#> $BRN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.10349521 0.2992701  -0.2157386    0.5235841
#> lag1_var2  1.09063637 0.8349127   0.4089310    2.5217807
#> lag1_var3  0.42864351 1.3250529  -0.6042991    2.7088532
#> lag1_var4 -0.49049319 1.2817775  -2.6785901    0.5223884
#> const      2.91192102 2.7861854  -0.7116063    6.5906614
#> exo1       0.05149698 0.4881210  -0.4923069    0.7483767
#> exo2       0.39124695 0.4317182  -0.2624225    0.8568061
#> exo3      -2.36880493 0.4163153  -2.8216691   -1.7300470
#> 
#> $BRN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.72323429 0.6346331  -1.6610362    0.1679881
#> lag1_var2  2.74923156 1.5747050   0.6233350    4.8353675
#> lag1_var3  5.20173623 2.4832519   1.8311501    8.4422899
#> lag1_var4 -4.04982645 2.4016819  -7.1637756   -0.8025975
#> const      6.80893785 9.0034014  -4.8333237   20.9677505
#> exo1       0.08160469 0.7169149  -0.9678846    1.0677071
#> exo2      -1.01836762 0.6197558  -1.7511769   -0.1035628
#> exo3       1.43953827 0.6406816   0.5947546    2.1695217
#> 
#> $BRN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.71261969 0.6095889  -1.6023951   0.05642793
#> lag1_var2  3.24325372 1.5111330   1.1387725   5.07892109
#> lag1_var3  5.15730829 2.3526411   1.8490588   8.03438441
#> lag1_var4 -4.01603586 2.2700000  -6.7880530  -0.84102963
#> const      8.12986608 9.0882462  -2.4503058  22.74386143
#> exo1       0.13082337 0.6103278  -0.5540205   1.07473430
#> exo2      -0.82792578 0.5552543  -1.6388231  -0.10572780
#> exo3      -0.08231682 0.6127795  -0.8499730   0.62853423
#> 
#> 
#> 
#> $BTN
#> $BTN$Sigma
#> $BTN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008187667 0.0002389043 0.0005059806  0.001150463
#> 
#> $BTN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0003076425 0.002001427 -0.002753692  0.002688184
#> Sigma[2,2] 0.1555448361 0.031165654  0.113212432  0.196471979
#> 
#> $BTN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0008332231 0.005097084 -0.008134028  0.004566254
#> Sigma[3,2]  0.0301305411 0.056154900 -0.026590206  0.121175799
#> Sigma[3,3]  0.7628442314 0.197191318  0.510772555  1.068398412
#> 
#> $BTN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0005885073 0.005497266 -0.009334453  0.004761636
#> Sigma[4,2]  0.1401676707 0.064257966  0.068776293  0.248080240
#> Sigma[4,3]  0.8069199845 0.216698445  0.523077644  1.106362678
#> Sigma[4,4]  0.9296980285 0.241537159  0.598347614  1.212929431
#> 
#> 
#> $BTN$A
#> $BTN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.986221542 0.01850744  0.96614341   1.01712875
#> lag1_var2 -0.036368102 0.06698639 -0.14760191   0.04125913
#> lag1_var3 -0.064252412 0.08541658 -0.20437230   0.03423135
#> lag1_var4  0.063868985 0.08523636 -0.03462999   0.20438739
#> const      0.358810407 0.40694181 -0.27256949   0.84294511
#> exo1      -0.001916726 0.02541981 -0.03157609   0.04054050
#> exo2      -0.083666613 0.02636450 -0.12402881  -0.05400975
#> exo3      -0.080692601 0.03827443 -0.13763224  -0.03648317
#> 
#> $BTN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.38597552 0.2130257   0.0657108    0.6623488
#> lag1_var2 -0.85363453 0.9293955  -2.3307689    0.4278463
#> lag1_var3 -2.43468600 1.2579260  -4.3662446   -0.6496568
#> lag1_var4  2.41727213 1.2425279   0.6702058    4.3356962
#> const     -6.29018575 4.0560125 -12.1974612   -0.3422875
#> exo1       0.16890885 0.3004872  -0.1934665    0.6047083
#> exo2       1.91395093 0.3918195   1.4247476    2.5143849
#> exo3       0.08474623 0.4226695  -0.5603066    0.5855706
#> 
#> $BTN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.51427942 0.3508292  -1.0100870  -0.08251925
#> lag1_var2  2.62524091 1.6291196   0.1543780   4.48378884
#> lag1_var3  4.56704037 2.2800385   1.2438952   7.23166307
#> lag1_var4 -3.60434426 2.2577773  -6.2550140  -0.36231822
#> const     12.48884020 6.9788569   4.0258014  23.22583157
#> exo1      -0.06683683 0.7917183  -1.1239956   1.13960682
#> exo2       1.03353356 1.0951322  -0.5555349   2.39936241
#> exo3       1.75314063 0.4400985   1.1401001   2.30367929
#> 
#> $BTN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2612569 0.3439012  -0.7677203    0.1032757
#> lag1_var2  1.7186147 1.5682886  -0.1655065    3.6200450
#> lag1_var3  2.4158650 2.2053392  -0.2112774    5.0916779
#> lag1_var4 -1.4533504 2.1999883  -4.1294863    1.1512626
#> const      7.5808046 7.0614033  -1.9792775   18.4495739
#> exo1       0.0495643 0.9410794  -1.2581244    1.3937749
#> exo2       2.4041787 1.1181506   0.7208313    3.7232768
#> exo3       1.8691584 0.4552294   1.3746855    2.5868523
#> 
#> 
#> 
#> $BWA
#> $BWA$Sigma
#> $BWA$Sigma$equation1
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001835605 0.00046742 0.001239195  0.002515925
#> 
#> $BWA$Sigma$equation2
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0009008897 0.01172349 -0.02108636   0.01130586
#> Sigma[2,2]  1.3589478880 0.25382666  1.08959310   1.68856592
#> 
#> $BWA$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.005287452 0.007849082  -0.0135086  0.006341601
#> Sigma[3,2] -0.766247392 0.151039815  -0.9720673 -0.596765131
#> Sigma[3,3]  0.667218393 0.130766127   0.4975720  0.848466284
#> 
#> $BWA$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.006763227 0.003749314 -0.01234312 -0.002094926
#> Sigma[4,2]  0.033693716 0.092031708 -0.07172644  0.169076730
#> Sigma[4,3]  0.263801396 0.088154044  0.17450865  0.396072581
#> Sigma[4,4]  0.341577838 0.083179539  0.25579685  0.477158916
#> 
#> 
#> $BWA$A
#> $BWA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.966178196 0.01634329  0.93916340   0.98319746
#> lag1_var2  0.014583898 0.01832212 -0.01220764   0.03793822
#> lag1_var3  0.009974118 0.02888263 -0.03050518   0.04751064
#> lag1_var4 -0.005958249 0.02265562 -0.03365807   0.02688699
#> const      0.414309084 0.42237153 -0.07014355   1.09501863
#> exo1       0.014629788 0.03507037 -0.03864131   0.05226623
#> exo2      -0.146270291 0.04179435 -0.21482614  -0.09831526
#> exo3       0.035420075 0.04566454 -0.03806205   0.07509837
#> 
#> $BWA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.4655529 0.6473384  -2.2840275   -0.7153953
#> lag1_var2  1.3408929 0.7706449   0.2046778    2.2549796
#> lag1_var3  1.0114749 1.2926601  -0.8971843    2.5728844
#> lag1_var4 -0.4741147 1.0765132  -1.7693749    1.0410523
#> const      6.9233929 7.8095726  -4.0661239   17.4068059
#> exo1      -1.3788676 1.1425680  -3.1472819   -0.2249939
#> exo2       0.4249255 1.2863795  -1.4433022    2.0610724
#> exo3       2.0650468 1.4579588   0.1828525    4.1701863
#> 
#> $BWA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  2.1040935 0.4813476   1.3070511   2.63452433
#> lag1_var2 -0.9404495 0.5839075  -1.4329096   0.07591346
#> lag1_var3 -0.8316855 0.9956216  -1.6896471   0.90042140
#> lag1_var4  1.1178529 0.7838461  -0.1680582   1.83346687
#> const     -8.7592409 6.2745205 -16.9010231   0.24146885
#> exo1       1.3252505 0.6912273   0.2794391   2.27792442
#> exo2      -1.7150125 0.8538847  -2.9284225  -0.67727844
#> exo3      -0.2066938 0.8148015  -1.3817859   0.59431555
#> 
#> $BWA$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.5017695 0.2978214   1.01801997    1.7970278
#> lag1_var2 -0.8240253 0.2709495  -1.16847940   -0.4051351
#> lag1_var3 -1.3799648 0.4602473  -1.98711137   -0.6466300
#> lag1_var4  1.9285216 0.3317151   1.44666895    2.3943973
#> const     -7.4540625 6.1044207 -17.21717548   -0.5581543
#> exo1       0.5988596 0.5062703   0.02324446    1.2897297
#> exo2      -1.8319221 0.4255093  -2.40968051   -1.1837427
#> exo3       1.3885524 0.6104843   0.57701743    2.2108825
#> 
#> 
#> 
#> $CAF
#> $CAF$Sigma
#> $CAF$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007383201 0.002406781 0.004564723   0.01111665
#> 
#> $CAF$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0007635303 0.0008858252 -0.002039908 0.0002892368
#> Sigma[2,2]  0.0068419982 0.0016584969  0.005270021 0.0096883536
#> 
#> $CAF$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0001220116 0.001182714 -0.001067567  0.002220937
#> Sigma[3,2] -0.0053518171 0.002658345 -0.009808549 -0.002696734
#> Sigma[3,3]  0.0162127292 0.005588443  0.011291123  0.026437403
#> 
#> $CAF$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0004818093 0.001021307 -0.001602993  0.001038183
#> Sigma[4,2] -0.0006556237 0.002355129 -0.004517692  0.001759284
#> Sigma[4,3]  0.0130594627 0.004477821  0.008805215  0.020800054
#> Sigma[4,4]  0.0131880816 0.003923688  0.008689015  0.019302305
#> 
#> 
#> $CAF$A
#> $CAF$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.881781969 0.08519396  0.76932423    1.0018309
#> lag1_var2  0.195791290 0.34784298 -0.37779310    0.5460667
#> lag1_var3  0.277182460 0.50944104 -0.55964750    0.8027736
#> lag1_var4 -0.266515078 0.50612789 -0.78862219    0.5659644
#> const      1.778661847 1.09546287  0.68801441    3.5176884
#> exo1       0.018260884 0.08408513 -0.07627761    0.1481606
#> exo2       0.039103420 0.10162312 -0.09730078    0.1638141
#> exo3       0.008489165 0.12039362 -0.13796272    0.1661416
#> 
#> $CAF$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.05147263 0.09324156 -0.18819871  0.055951913
#> lag1_var2  0.32428277 0.19593434  0.01837655  0.530428025
#> lag1_var3 -0.62986040 0.27104106 -1.06171026 -0.346440760
#> lag1_var4  0.67635511 0.27520860  0.41608424  1.129181770
#> const     -0.85617516 0.98331477 -2.12539377  0.589885241
#> exo1      -0.07244574 0.06688799 -0.16079235  0.009782098
#> exo2       0.58248032 0.06878596  0.50715233  0.693895461
#> exo3       0.31432328 0.09034820  0.22164227  0.450621979
#> 
#> $CAF$A$equation3
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.22184568 0.16555220 -0.006336486    0.4473736
#> lag1_var2  1.04018583 0.33135485  0.742199074    1.6220933
#> lag1_var3  2.12782025 0.47685084  1.702875200    2.9530983
#> lag1_var4 -1.25811212 0.47740939 -2.068206383   -0.8031734
#> const      3.07619690 2.24302235  0.359449633    6.0816122
#> exo1       0.07855576 0.09447771 -0.065856370    0.2044710
#> exo2      -1.03270532 0.16427008 -1.248702499   -0.8133276
#> exo3      -0.32618769 0.10610071 -0.452056706   -0.1744023
#> 
#> $CAF$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.19279142 0.14979736 -0.01301719   0.37770800
#> lag1_var2  0.89783269 0.27852052  0.61036568   1.34736503
#> lag1_var3  1.14821433 0.37830119  0.74667331   1.75490678
#> lag1_var4 -0.23644865 0.37257997 -0.82676961   0.16996147
#> const      1.62804173 1.99494314 -1.07513474   4.28192813
#> exo1       0.02865232 0.08664306 -0.08334095   0.15833936
#> exo2      -0.66649707 0.16430257 -0.88918039  -0.44051714
#> exo3      -0.11888549 0.10765557 -0.26364399   0.02322927
#> 
#> 
#> 
#> $CAN
#> $CAN$Sigma
#> $CAN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002169034 6.054124e-05 0.0001439001 0.0003135681
#> 
#> $CAN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006607292 0.003045996 -0.01184317 -0.003917176
#> Sigma[2,2]  0.424311335 0.129806230  0.29070107  0.626475831
#> 
#> $CAN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005466049 0.002905071  0.002917965   0.01022174
#> Sigma[3,2] -0.315079542 0.127219429 -0.513567842  -0.20111193
#> Sigma[3,3]  0.329957660 0.118015830  0.215356310   0.52463568
#> 
#> $CAN$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001206525 0.001113226 -0.0001880295  0.002914898
#> Sigma[4,2] -0.039662878 0.050890107 -0.1185130913  0.011729523
#> Sigma[4,3]  0.132533419 0.043558020  0.0882690408  0.205581672
#> Sigma[4,4]  0.114531942 0.029353296  0.0872743111  0.156563210
#> 
#> 
#> $CAN$A
#> $CAN$A$equation1
#>                    mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9953420267 0.01375101  0.977575656  1.011114710
#> lag1_var2 -0.0024058830 0.01274593 -0.019131635  0.015075913
#> lag1_var3 -0.0057757501 0.02181831 -0.033431088  0.024697838
#> lag1_var4  0.0001271733 0.01841814 -0.025807295  0.023318252
#> const      0.5176745729 0.18046400  0.329808208  0.778892178
#> exo1      -0.0053390416 0.01138187 -0.021506481  0.008949546
#> exo2      -0.0717415480 0.01789334 -0.089380379 -0.042320129
#> exo3       0.0074628220 0.01609801 -0.005419308  0.035951172
#> 
#> $CAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.2100616 0.5934202  -1.9579130   -0.4814377
#> lag1_var2  1.4406787 0.9709121   0.2713931    2.9725626
#> lag1_var3  0.9973443 1.5785631  -0.9867646    3.4492642
#> lag1_var4 -0.6240871 1.4843334  -2.9771001    1.1882140
#> const     10.4941903 7.8515612   1.3463439   21.5603245
#> exo1      -0.2698970 0.4532363  -0.9872122    0.2144519
#> exo2       4.1193524 0.5833272   3.3500452    4.8226427
#> exo3      -0.3509363 0.7195975  -1.2188117    0.7950893
#> 
#> $CAN$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.6122657 0.6105551  -0.25840702    1.3309023
#> lag1_var2  0.8385652 0.7388366  -0.28526014    1.6998864
#> lag1_var3  2.2458809 1.2320986   0.38242853    3.7451716
#> lag1_var4 -1.4572793 1.0801301  -2.65680301    0.2109608
#> const     -3.0399504 6.8460727 -11.55980380    6.3691424
#> exo1       0.2668846 0.3514530  -0.09849095    0.8531859
#> exo2      -4.3523255 0.4233328  -4.86716975   -3.6920285
#> exo3       0.9686077 0.6717052   0.15300853    1.9808084
#> 
#> $CAN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.21186925 0.4093566  -0.7880519    0.2892190
#> lag1_var2  1.46547053 0.7433612   0.3933603    2.3987901
#> lag1_var3  2.43605965 1.1902143   0.7173507    3.9624584
#> lag1_var4 -1.37497865 1.0702757  -2.7292351    0.1737239
#> const      2.98765533 3.7976732  -1.1162749    8.5180463
#> exo1       0.09424831 0.1868611  -0.1601258    0.3247689
#> exo2      -1.82339893 0.2823620  -2.1872988   -1.4459050
#> exo3       0.82706653 0.3963371   0.2907336    1.3424994
#> 
#> 
#> 
#> $CHA
#> $CHA$Sigma
#> $CHA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002502316 3.966361e-05 0.0001872592  0.000294271
#> 
#> $CHA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003837944 0.001280877 -0.005569231 -0.001860096
#> Sigma[2,2]  0.204541359 0.051591608  0.142361477  0.282737548
#> 
#> $CHA$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001937589 0.001230821  0.0003756824  0.003864936
#> Sigma[3,2] -0.122288917 0.031962920 -0.1619375327 -0.081195983
#> Sigma[3,3]  0.125683333 0.019901665  0.0987887292  0.152353610
#> 
#> $CHA$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003658467 0.0008052122 -0.001233174 0.0009590497
#> Sigma[4,2] -0.0015977842 0.0169812058 -0.024307765 0.0200436236
#> Sigma[4,3]  0.0570178802 0.0105131182  0.045504637 0.0721611092
#> Sigma[4,4]  0.0598529912 0.0107027747  0.048328125 0.0777518252
#> 
#> 
#> $CHA$A
#> $CHA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.969429724 0.01027099  0.95639133  0.983408509
#> lag1_var2  0.012256784 0.02315792 -0.01896382  0.044727319
#> lag1_var3  0.011751520 0.04128558 -0.04296610  0.070663738
#> lag1_var4 -0.010307888 0.04020676 -0.06871243  0.043324987
#> const      0.578717250 0.17833893  0.34707142  0.846685229
#> exo1      -0.006805949 0.01094897 -0.02292283  0.005250354
#> exo2      -0.113492932 0.01379224 -0.13229518 -0.095474882
#> exo3       0.061681930 0.01700267  0.03846760  0.084344585
#> 
#> $CHA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.30457181 0.2771414  -0.6403499    0.1233357
#> lag1_var2  1.27498134 0.7729584   0.1125817    2.0799809
#> lag1_var3  0.63531457 1.3684738  -1.5144695    2.0493259
#> lag1_var4 -0.55720152 1.3648417  -2.0318452    1.6013136
#> const      2.83422078 2.9549575  -0.9226628    6.6730884
#> exo1      -0.15382230 0.5214461  -1.0451836    0.3526896
#> exo2       0.47961134 0.5384955  -0.3858069    1.0825239
#> exo3      -0.02071327 0.4515838  -0.5293838    0.6107556
#> 
#> $CHA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.17380452 0.2029891 -0.45832975    0.1085668
#> lag1_var2  0.74871530 0.6731544  0.05226981    1.8050467
#> lag1_var3  2.25894171 1.2087797  1.00685071    4.1167981
#> lag1_var4 -1.26205021 1.1778519 -3.07045097   -0.0726746
#> const      3.99158832 2.9181380  1.15282593    8.8377843
#> exo1       0.19038909 0.3742793 -0.22085035    0.8225901
#> exo2      -1.03359406 0.5775112 -1.93800184   -0.3519211
#> exo3      -0.08183063 0.3835227 -0.61180323    0.3452614
#> 
#> $CHA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3811629 0.2108790 -0.68168811  -0.13468825
#> lag1_var2  1.1722673 0.3846256  0.53576634   1.62822533
#> lag1_var3  2.0789538 0.6663069  1.00184694   2.88085968
#> lag1_var4 -1.0121313 0.6323792 -1.76425638   0.01771446
#> const      4.8800148 2.6518646  2.01665995   9.00933501
#> exo1       0.1063011 0.1553349 -0.09616055   0.32948024
#> exo2      -0.8058840 0.4073669 -1.44484851  -0.27445337
#> exo3      -0.1000565 0.2167490 -0.45273578   0.16575603
#> 
#> 
#> 
#> $CHE
#> $CHE$Sigma
#> $CHE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001911076 4.763068e-05 0.0001321815 0.0002662233
#> 
#> $CHE$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002091521 0.0008899532 -0.003323546 -0.001031453
#> Sigma[2,2]  0.167619089 0.0369398772  0.125888934  0.226707395
#> 
#> $CHE$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001061253 0.001649099 -0.0008178512  0.003487267
#> Sigma[3,2] -0.089562924 0.050275063 -0.1633622134 -0.025392213
#> Sigma[3,3]  0.476193364 0.092714052  0.3511722082  0.598619035
#> 
#> $CHE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003892085 0.001449159 -0.002236916  0.001593023
#> Sigma[4,2]  0.0238925396 0.046825879 -0.045530188  0.081257609
#> Sigma[4,3]  0.4304488295 0.094392859  0.304874599  0.551863126
#> Sigma[4,4]  0.4621034938 0.116435526  0.315991217  0.628455163
#> 
#> 
#> $CHE$A
#> $CHE$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.96372199 0.01188392  0.9477050578  0.979687384
#> lag1_var2  0.04112697 0.03432774 -0.0009343333  0.091681567
#> lag1_var3  0.04468296 0.04852818 -0.0162162356  0.115438177
#> lag1_var4 -0.04157247 0.04645889 -0.1088713556  0.015668466
#> const      0.74580896 0.19833054  0.4817724626  0.995591577
#> exo1       0.01579102 0.01076742  0.0000241173  0.027378416
#> exo2      -0.03312653 0.01931062 -0.0587685375 -0.006694907
#> exo3       0.02627889 0.01122080  0.0102111254  0.039200508
#> 
#> $CHE$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.3336047 0.3103194   0.03364081    0.7786399
#> lag1_var2 -0.6482818 0.9178235  -1.89626659    0.7405199
#> lag1_var3 -1.8677948 1.3698417  -3.69710482    0.2119457
#> lag1_var4  1.8467180 1.3201932  -0.16395381    3.6251936
#> const     -5.9503380 6.1427252 -13.86652976    3.6373280
#> exo1      -0.5749186 0.2360803  -0.91116449   -0.2482392
#> exo2       0.1849206 0.3585620  -0.19388240    0.6953980
#> exo3       0.3842744 0.5248616  -0.32036463    1.0787365
#> 
#> $CHE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07883169 0.6918269  -0.9532126    0.8665103
#> lag1_var2  2.01950598 1.7186688   0.1735935    4.5571469
#> lag1_var3  3.66237579 2.4811728   0.8987099    7.2580674
#> lag1_var4 -2.78855675 2.3675602  -6.2254280   -0.1227617
#> const      9.70014997 9.6170314  -3.1006397   21.3317400
#> exo1       0.52644918 0.6729661  -0.2361917    1.3986456
#> exo2      -0.28843636 0.9276463  -1.5916321    0.8346676
#> exo3      -0.49286223 0.6109869  -1.2128375    0.2902360
#> 
#> $CHE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1487318 0.6000832  -0.7209353    0.9863906
#> lag1_var2  1.2477966 1.5533621  -0.8894033    3.4605147
#> lag1_var3  1.9051196 2.2368558  -1.1668314    4.9598026
#> lag1_var4 -1.0353315 2.1495389  -3.9404251    1.9284066
#> const      4.9292231 9.9911125  -7.9794512   18.1858439
#> exo1       0.1416511 0.6627133  -0.7130322    1.0111564
#> exo2      -0.1757701 0.9796249  -1.6609093    0.9848310
#> exo3      -0.2439367 0.6265613  -1.2042088    0.4489948
#> 
#> 
#> 
#> $CHL
#> $CHL$Sigma
#> $CHL$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0004723585 0.0001443742 0.000320178 0.0006880829
#> 
#> $CHL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01622657 0.006245822 -0.02350806 -0.008512477
#> Sigma[2,2]  1.16347702 0.346876301  0.67416076  1.609043227
#> 
#> $CHL$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01307381 0.006031846  0.005857711   0.02223039
#> Sigma[3,2] -0.80405119 0.295965158 -1.197451342  -0.43187173
#> Sigma[3,3]  0.80572681 0.270834949  0.476317508   1.17715740
#> 
#> $CHL$Sigma$equation4
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004095059 0.00330967  0.0009725697  0.009551631
#> Sigma[4,2] -0.150800920 0.13416103 -0.3420464474  0.014440391
#> Sigma[4,3]  0.378939120 0.13588782  0.2158953954  0.585982594
#> Sigma[4,4]  0.321627247 0.09217143  0.2200909797  0.465092640
#> 
#> 
#> $CHL$A
#> $CHL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.988155632 0.01875396  0.96993959   1.01714879
#> lag1_var2  0.004126092 0.02707763 -0.03176353   0.03444571
#> lag1_var3  0.010956848 0.04900091 -0.05547364   0.06353883
#> lag1_var4 -0.016399917 0.04341668 -0.06437371   0.04320074
#> const      0.677941110 0.20807889  0.39684328   0.98570280
#> exo1      -0.006686023 0.02978671 -0.04925337   0.03064503
#> exo2      -0.088441399 0.01739978 -0.11351660  -0.06610360
#> exo3       0.049911455 0.01797099  0.02860519   0.07829814
#> 
#> $CHL$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.9807008  1.2244025  -2.5546401    0.4076396
#> lag1_var2  1.8064690  1.8603227  -0.7427104    3.9666682
#> lag1_var3  1.7928557  3.3155118  -2.6447763    5.7339319
#> lag1_var4 -1.5026234  2.9620634  -4.9971839    2.4993429
#> const     10.4240904 15.0590295  -9.1872613   32.5415477
#> exo1       0.9795633  1.3494720  -0.5042697    2.9341571
#> exo2       3.3676987  0.8471386   2.2197163    4.3773349
#> exo3      -0.1260350  1.2285138  -1.3139079    1.7956547
#> 
#> $CHL$A$equation3
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1   2.49428169  0.9671207   1.2526168   3.69341959
#> lag1_var2  -2.95169154  1.5623101  -4.6757540  -0.46356964
#> lag1_var3  -4.19424716  2.7583972  -7.4672304   0.09606868
#> lag1_var4   4.37511293  2.4858765   0.5230745   7.35449858
#> const     -17.32096974 13.1683941 -35.9217812  -1.17382208
#> exo1       -0.04989062  0.8977581  -1.3841568   1.03427463
#> exo2       -5.49955712  0.9287694  -6.7432280  -4.20095482
#> exo3        0.08458105  0.5328456  -0.6962445   0.53887227
#> 
#> $CHL$A$equation4
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1   2.12264990 0.4416177   1.46908583    2.6672489
#> lag1_var2  -2.57848438 0.7189881  -3.25315280   -1.4194132
#> lag1_var3  -4.30546577 1.2509588  -5.67442995   -2.3313338
#> lag1_var4   4.61129631 1.1289962   2.85153905    5.8800222
#> const     -13.79221141 6.3775254 -20.46858452   -5.2222223
#> exo1        0.57478307 0.3752126   0.02509344    1.0341841
#> exo2       -3.90472967 0.6607681  -4.89359409   -3.1653547
#> exo3        0.03527799 0.3386926  -0.27569765    0.6397065
#> 
#> 
#> 
#> $CHN
#> $CHN$Sigma
#> $CHN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002801099 6.183216e-05 0.0002072206 0.0003735372
#> 
#> $CHN$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.000443201 0.0004489655 -0.001045605 9.009686e-05
#> Sigma[2,2]  0.027976561 0.0071395890  0.018320043 3.737758e-02
#> 
#> $CHN$Sigma$equation3
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[3,1] -0.0001437896 0.0005560955 -0.0009417501  0.0006266826
#> Sigma[3,2] -0.0240000306 0.0078085028 -0.0357811026 -0.0140997209
#> Sigma[3,3]  0.0428537071 0.0095371317  0.0334535196  0.0593980052
#> 
#> $CHN$Sigma$equation4
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0004873198 0.000420532 -0.001150520 -2.124470e-06
#> Sigma[4,2] -0.0036038381 0.004084223 -0.009555818  9.752347e-04
#> Sigma[4,3]  0.0260480057 0.006536409  0.018267239  3.511277e-02
#> Sigma[4,4]  0.0242541460 0.005932589  0.017243342  3.318074e-02
#> 
#> 
#> $CHN$A
#> $CHN$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.971499515 0.007238433  0.962135289   0.98074859
#> lag1_var2  0.029796614 0.034491036 -0.014288152   0.07383766
#> lag1_var3  0.022836562 0.039482317 -0.027561571   0.07303287
#> lag1_var4 -0.021371154 0.038257537 -0.070226774   0.02794342
#> const      0.759770579 0.165475448  0.519874327   0.94899133
#> exo1       0.009093931 0.017159490 -0.010905550   0.03518572
#> exo2      -0.032003356 0.014531117 -0.054865632  -0.01395805
#> exo3       0.023389304 0.014338689  0.005765832   0.04253157
#> 
#> $CHN$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.166961939 0.0874144  0.03756503    0.2942731
#> lag1_var2  0.007897781 0.3138904 -0.40446128    0.4710627
#> lag1_var3 -1.089654096 0.3657581 -1.57463493   -0.5979012
#> lag1_var4  1.061491380 0.3592265  0.57953333    1.5279991
#> const     -1.922519979 2.1611559 -5.16868753    0.7179518
#> exo1       0.099883646 0.1516631 -0.09704908    0.2971282
#> exo2       0.442317837 0.2167729  0.10623046    0.7214517
#> exo3      -0.268793938 0.1947431 -0.54716259   -0.0394662
#> 
#> $CHN$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1786781 0.08643135  -0.3152335  -0.07586522
#> lag1_var2  1.1503390 0.42770723   0.5569145   1.68464711
#> lag1_var3  2.6114531 0.58207150   1.8352681   3.40543303
#> lag1_var4 -1.5902760 0.56942353  -2.3711433  -0.82768999
#> const      3.2955684 1.65176301   1.2135351   5.64230709
#> exo1      -0.2321929 0.16938806  -0.4024060   0.04231863
#> exo2      -1.2343570 0.21430787  -1.4990338  -0.91331617
#> exo3       1.3651004 0.26902335   1.0197976   1.75289242
#> 
#> $CHN$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.0648588 0.07464775 -0.16202728   0.02925966
#> lag1_var2  0.7341634 0.43347985  0.09074627   1.31900157
#> lag1_var3  1.2277671 0.60839461  0.38706226   2.09013794
#> lag1_var4 -0.2102846 0.59640202 -1.06313972   0.61112291
#> const      0.8416711 2.02714742 -2.27150947   3.00870800
#> exo1      -0.1608466 0.12870734 -0.31578201   0.04864980
#> exo2      -0.9867977 0.09707398 -1.12797562  -0.86018222
#> exo3       1.2380505 0.15829160  1.01200986   1.43152882
#> 
#> 
#> 
#> $CIV
#> $CIV$Sigma
#> $CIV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001626936 0.0003598595 0.001255372  0.002167607
#> 
#> $CIV$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01850319 0.005800496  -0.0273329  -0.01280993
#> Sigma[2,2]  0.54133362 0.146849656   0.3980700   0.77673036
#> 
#> $CIV$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01186159 0.003800511  0.007747946   0.01790007
#> Sigma[3,2] -0.34525136 0.083779162 -0.475514791  -0.26073560
#> Sigma[3,3]  0.22592669 0.048115709  0.175805055   0.29606224
#> 
#> $CIV$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0001315262 0.0007915914 -0.001084722  0.001066963
#> Sigma[4,2]  0.0056459617 0.0163376751 -0.012618462  0.030004267
#> Sigma[4,3]  0.0024072403 0.0106137942 -0.013129436  0.015284649
#> Sigma[4,4]  0.0063800676 0.0010179363  0.005400346  0.008036554
#> 
#> 
#> $CIV$A
#> $CIV$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0021308801 0.02477396  0.96785684   1.03521998
#> lag1_var2  0.0511973100 0.10840366 -0.04502339   0.22355375
#> lag1_var3  0.0903007355 0.16365930 -0.06241878   0.34618340
#> lag1_var4 -0.1008088133 0.16429082 -0.36100734   0.04596978
#> const      0.7035512812 0.41891423  0.38506304   1.40159451
#> exo1       0.0060051371 0.03187101 -0.04042344   0.04599203
#> exo2      -0.0439920571 0.04803853 -0.10247704   0.02159018
#> exo3       0.0008312915 0.03086532 -0.03881618   0.04513352
#> 
#> $CIV$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.002116395 0.3830818  -0.6050502    0.4973725
#> lag1_var2 -0.660182057 1.3677179  -2.4084721    1.3218237
#> lag1_var3 -2.484520147 2.1472440  -5.1546242    0.6775073
#> lag1_var4  2.567324504 2.0797560  -0.4804402    5.2419035
#> const     -5.415085375 5.1345354 -13.9257728    0.2305094
#> exo1       0.496992972 0.4787671  -0.1438293    1.2307773
#> exo2       0.057174154 0.5432220  -0.7632509    0.7338745
#> exo3      -0.170151881 0.5951280  -1.1853038    0.4251134
#> 
#> $CIV$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06663384 0.2102870  -0.1998805   0.39519340
#> lag1_var2  1.53559196 0.7996416   0.5630962   2.67680492
#> lag1_var3  3.30912983 1.2441541   1.7460824   5.04939633
#> lag1_var4 -2.42142045 1.2096540  -4.1708012  -0.93273315
#> const      5.62695528 3.4740940   2.1177569  11.68296279
#> exo1      -0.32519712 0.3498173  -0.8990084   0.09985566
#> exo2      -0.62310097 0.3613537  -1.0948744  -0.09458641
#> exo3       0.13943406 0.3714094  -0.2508713   0.75836665
#> 
#> $CIV$A$equation4
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.06718628 0.04568892 -0.002267962   0.11944557
#> lag1_var2  0.76929406 0.21907528  0.518659772   1.10582820
#> lag1_var3  1.17663256 0.34100815  0.782719242   1.69705203
#> lag1_var4 -0.22260496 0.34157225 -0.745176099   0.15734475
#> const      1.31858210 1.32783022 -0.805148874   2.95812101
#> exo1      -0.00561804 0.06916389 -0.111984458   0.06026013
#> exo2      -0.60285174 0.05479126 -0.671992037  -0.54134163
#> exo3       0.03370787 0.04472631 -0.020346069   0.10479743
#> 
#> 
#> 
#> $CMR
#> $CMR$Sigma
#> $CMR$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0005977635 0.0001738984 0.000442173 0.0008763775
#> 
#> $CMR$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003071945 0.00101669 -0.00461459 -0.001852764
#> Sigma[2,2]  0.076430464 0.01284874  0.05903710  0.093761308
#> 
#> $CMR$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.003153354 0.001669071  0.00111249   0.00569202
#> Sigma[3,2] -0.129878037 0.030848724 -0.17697071  -0.09056484
#> Sigma[3,3]  0.371473261 0.090051751  0.24684401   0.48663351
#> 
#> $CMR$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0006390215 0.001820631 -0.001990237  0.002734587
#> Sigma[4,2] -0.0708037977 0.024582560 -0.107449891 -0.044519926
#> Sigma[4,3]  0.2773444065 0.074304764  0.178190146  0.371654433
#> Sigma[4,4]  0.2292536694 0.063952492  0.144789138  0.304953254
#> 
#> 
#> $CMR$A
#> $CMR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96416147 0.01252450  0.948296453  0.982869715
#> lag1_var2  0.04729675 0.04115274 -0.012296260  0.109012017
#> lag1_var3  0.06973985 0.05306416 -0.006640729  0.150237754
#> lag1_var4 -0.06768057 0.05119996 -0.144741447  0.006370405
#> const      0.77444083 0.22875150  0.421866892  1.048470722
#> exo1      -0.01569604 0.02043723 -0.043183545  0.010210722
#> exo2      -0.04671006 0.02198573 -0.080174654 -0.017133493
#> exo3      -0.00173140 0.03289320 -0.042953521  0.047366852
#> 
#> $CMR$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.22112965 0.1581047  0.006613292    0.4323315
#> lag1_var2  0.35433372 0.6233080 -0.299912821    1.4600322
#> lag1_var3 -0.85035266 0.7869058 -1.700645853    0.5335713
#> lag1_var4  0.79051795 0.7604770 -0.547654547    1.6137880
#> const     -0.94743254 2.6252102 -4.146983168    2.5341028
#> exo1       0.46570517 0.2702819  0.044281577    0.7792787
#> exo2       0.24576330 0.1891441  0.064823532    0.5647348
#> exo3      -0.05253651 0.1568436 -0.275619623    0.1473953
#> 
#> $CMR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3158347 0.4040098  -0.2680311    0.8439789
#> lag1_var2 -0.7970387 1.6489918  -3.1168748    1.2471254
#> lag1_var3 -0.1656806 2.0773296  -3.0407048    2.3776640
#> lag1_var4  1.1060131 2.0160431  -1.3540905    3.9025467
#> const     -3.6958305 6.6344653 -12.4303829    4.9380023
#> exo1      -0.9021313 0.4857099  -1.6242044   -0.3576351
#> exo2      -0.5688615 0.3971803  -1.1674754   -0.1879405
#> exo3      -0.2113634 0.4938777  -0.9206936    0.4594695
#> 
#> $CMR$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5065415 0.3534159   0.06575916   0.98911517
#> lag1_var2 -1.0182126 1.3429096  -2.98708524   0.67088892
#> lag1_var3 -1.4985152 1.6916996  -3.99493833   0.59371146
#> lag1_var4  2.4001428 1.6421960   0.37457657   4.82668852
#> const     -5.6183377 5.5209975 -13.51836238   0.77975403
#> exo1      -0.5306547 0.3391485  -1.01976419  -0.13930482
#> exo2      -0.4088841 0.3358198  -0.86930438  -0.01189402
#> exo3      -0.2817045 0.4236326  -0.90759987   0.22808770
#> 
#> 
#> 
#> $COD
#> $COD$Sigma
#> $COD$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002169234 0.000438741 0.001654633  0.002795109
#> 
#> $COD$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0003264659 0.001325593 -0.001832879  0.001583181
#> Sigma[2,2]  0.0199009295 0.003581056  0.015343445  0.024794194
#> 
#> $COD$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.007829244 0.00300771 -0.01296295 -0.005181135
#> Sigma[3,2] -0.045513410 0.01132596 -0.06126947 -0.031033546
#> Sigma[3,3]  0.196283951 0.04042988  0.14772276  0.247203036
#> 
#> $COD$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.008370294 0.002415255 -0.01250322 -0.006127347
#> Sigma[4,2] -0.033088703 0.010060504 -0.04616526 -0.019536742
#> Sigma[4,3]  0.170522443 0.036165649  0.12784167  0.220850049
#> Sigma[4,4]  0.152637275 0.032446874  0.11558918  0.201602599
#> 
#> 
#> $COD$A
#> $COD$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95834016 0.03157965  0.913585097  1.001373312
#> lag1_var2  0.20905156 0.14732956  0.039662173  0.429666585
#> lag1_var3  0.32974490 0.21298365  0.127493280  0.668434392
#> lag1_var4 -0.33660806 0.20854308 -0.669614482 -0.143940982
#> const      1.56662123 0.65026135  0.865795541  2.573740959
#> exo1       0.03374716 0.02821855 -0.005103172  0.068888512
#> exo2      -0.03878553 0.04111449 -0.086063233  0.029746606
#> exo3      -0.03950150 0.03698120 -0.095235251  0.001379528
#> 
#> $COD$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.24269983 0.11927313  0.06234118    0.3666959
#> lag1_var2  0.40349783 0.46878263 -0.16613212    1.0800813
#> lag1_var3 -0.27576871 0.72953642 -1.32279303    0.7611809
#> lag1_var4  0.21097846 0.72066971 -0.80574440    1.2621843
#> const      0.24992475 2.14279307 -2.89425773    2.8550312
#> exo1       0.05276155 0.08441175 -0.06874880    0.1515414
#> exo2       0.62057974 0.14098014  0.39881145    0.7799374
#> exo3       0.12020188 0.13978945 -0.05229273    0.3100101
#> 
#> $COD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1591177 0.2238995 -0.50593209    0.1109757
#> lag1_var2  0.6040381 0.7691428 -0.53314522    1.6466934
#> lag1_var3  1.4602456 1.2632615  0.05892265    3.4951931
#> lag1_var4 -0.4113596 1.2513702 -2.45761530    0.9480198
#> const     -0.8497508 4.8460749 -6.95917351    6.3393467
#> exo1      -0.4000042 0.4550670 -0.94801727    0.3039686
#> exo2      -0.7411463 0.4590219 -1.40514331   -0.1930296
#> exo3       0.4039890 0.3770166 -0.17788096    0.8286539
#> 
#> $COD$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.000683836 0.1783254 -0.27750538    0.1850261
#> lag1_var2  0.505607889 0.6718752 -0.53390159    1.2957345
#> lag1_var3  0.719488491 1.1280245 -0.61587624    2.5518771
#> lag1_var4  0.301280054 1.1166733 -1.54288915    1.5844851
#> const     -1.631344116 3.8451652 -6.38528892    3.6745573
#> exo1      -0.371590818 0.4150981 -0.88089659    0.2659002
#> exo2      -0.360756804 0.4053287 -0.98583947    0.1224486
#> exo3       0.503411284 0.3171706  0.03720121    0.9084250
#> 
#> 
#> 
#> $COG
#> $COG$Sigma
#> $COG$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002089262 0.000578947 0.001350259  0.002956893
#> 
#> $COG$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007317077 0.003636748 -0.01372453 -0.003814642
#> Sigma[2,2]  0.073746746 0.020053091  0.05340802  0.108789675
#> 
#> $COG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005262447 0.002863527  0.001846002   0.01010189
#> Sigma[3,2] -0.056520800 0.016448895 -0.084061990  -0.03975295
#> Sigma[3,3]  0.049139589 0.013909521  0.034928926   0.07033729
#> 
#> $COG$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0002939698 0.0007841073 -0.0009735685  0.001127640
#> Sigma[4,2] -0.0078508530 0.0048848879 -0.0154440004 -0.002473792
#> Sigma[4,3]  0.0124403329 0.0043617808  0.0074793221  0.019493393
#> Sigma[4,4]  0.0080460823 0.0018764945  0.0056396961  0.010581013
#> 
#> 
#> $COG$A
#> $COG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95123150 0.02448883  0.91485493   0.98403283
#> lag1_var2  0.17298969 0.05004142  0.10661156   0.24000282
#> lag1_var3  0.29480734 0.07873905  0.19113190   0.40156111
#> lag1_var4 -0.28790490 0.07824077 -0.39183928  -0.18280905
#> const      1.22032826 0.34843377  0.74626291   1.69429735
#> exo1       0.02073310 0.03816571 -0.04054873   0.05807470
#> exo2      -0.06968784 0.04627551 -0.12641632  -0.00372635
#> exo3       0.01165257 0.04942451 -0.05680077   0.07794414
#> 
#> $COG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3419026 0.1291080   0.1931381   0.54276594
#> lag1_var2 -0.3207781 0.4465395  -1.0644355   0.07925375
#> lag1_var3 -1.3348713 0.6296158  -2.3443794  -0.72676042
#> lag1_var4  1.3944641 0.6424836   0.8034729   2.44774721
#> const     -3.6318006 1.9257308  -5.8579485  -0.51971898
#> exo1       0.1319687 0.2086219  -0.1163824   0.44354293
#> exo2       2.0275683 0.2169779   1.7884131   2.35513227
#> exo3       0.8102089 0.3728276   0.2711989   1.23849873
#> 
#> $COG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2053841 0.1049969  -0.3422889  -0.06130053
#> lag1_var2  1.3168242 0.3149294   1.0068146   1.84332987
#> lag1_var3  2.5282717 0.4221290   2.1182856   3.20197476
#> lag1_var4 -1.6123224 0.4325316  -2.3140958  -1.21621926
#> const      4.8695851 1.5602726   3.1253821   6.85500748
#> exo1      -0.1206937 0.1635255  -0.3903510   0.06223493
#> exo2      -2.0391662 0.2033698  -2.3408413  -1.78517999
#> exo3      -0.3610402 0.2755278  -0.7040956   0.02864121
#> 
#> $COG$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.01677818 0.05114026 -0.06052558   0.07726859
#> lag1_var2  0.69052128 0.11429893  0.51534539   0.82354587
#> lag1_var3  1.01765041 0.17373163  0.78214295   1.24751117
#> lag1_var4 -0.04358077 0.16837845 -0.25805785   0.18916887
#> const      1.40316485 0.84921815  0.29294782   2.49553372
#> exo1      -0.03690399 0.08163370 -0.15458392   0.05661252
#> exo2      -0.85383594 0.10397849 -0.97978105  -0.69783672
#> exo3       0.22184802 0.06222443  0.11986705   0.27814150
#> 
#> 
#> 
#> $COL
#> $COL$Sigma
#> $COL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006005679 0.0002370409 0.0003946258 0.0009788894
#> 
#> $COL$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02525834 0.01183613 -0.04373936  -0.01311217
#> Sigma[2,2]  2.81149710 0.91181456  1.56259798   3.99459349
#> 
#> $COL$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0114472 0.007369487  0.004226726   0.02303621
#> Sigma[3,2] -1.7023449 0.583724631 -2.401692338  -0.90656547
#> Sigma[3,3]  1.4492180 0.377920322  0.869387864   1.88874114
#> 
#> $COL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.006075764 0.002327116 -0.009621607 -0.003300448
#> Sigma[4,2]  0.206724315 0.099505909  0.079939740  0.350403113
#> Sigma[4,3]  0.341797503 0.203818978  0.125100179  0.691713270
#> Sigma[4,4]  0.536888850 0.164944219  0.389334228  0.834872966
#> 
#> 
#> $COL$A
#> $COL$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.967318894 0.01543977  0.945547310  0.986867296
#> lag1_var2  0.043909211 0.03865351 -0.003554361  0.096261951
#> lag1_var3  0.067494067 0.05706328 -0.004185406  0.143977280
#> lag1_var4 -0.067291739 0.05415071 -0.141840842 -0.001888899
#> const      0.883783119 0.38608880  0.311821947  1.425586624
#> exo1      -0.006609258 0.02180687 -0.028727160  0.029323653
#> exo2      -0.100287497 0.03487194 -0.137278454 -0.042464112
#> exo3       0.030270277 0.03595076 -0.012837309  0.082250623
#> 
#> $COL$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.04945531  0.9529338  -0.8789211     1.573678
#> lag1_var2 -1.18940245  2.8377345  -4.4712578     3.540329
#> lag1_var3 -2.92498321  4.1827397  -7.6802739     4.049438
#> lag1_var4  3.06317104  3.8912383  -3.5363080     7.464896
#> const     -7.78141581 21.5588218 -24.9982951    29.650149
#> exo1       1.31086091  1.6250289  -0.5514162     3.804058
#> exo2       5.21397447  2.2788752   1.5657462     7.840689
#> exo3       1.54896065  2.2346624  -1.2434312     4.692489
#> 
#> $COL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4759916 0.8158861 -1.68343755    0.5567743
#> lag1_var2  2.5883694 2.1930759 -0.56286165    5.2558360
#> lag1_var3  4.6978982 3.2531165  0.03411919    8.6638643
#> lag1_var4 -3.7206886 2.9913988 -7.22417616    0.6382009
#> const     12.4515518 9.7614227 -2.29211199   23.4022666
#> exo1      -0.8747488 1.2216954 -2.77823867    0.5733264
#> exo2      -4.0370137 1.7548471 -5.93322656   -1.0586128
#> exo3      -0.1481537 1.4252647 -1.89980993    2.1185286
#> 
#> $COL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.50188845 0.5977683  -1.5247633   0.10869276
#> lag1_var2  1.45964241 1.1171815   0.1540980   3.08616051
#> lag1_var3  2.24819084 1.6574066   0.2819147   4.66232644
#> lag1_var4 -1.14612530 1.5162260  -3.2692528   0.71661234
#> const      6.64435133 7.1631301   1.3774309  18.48785852
#> exo1      -0.02444673 0.4620363  -0.5590838   0.66687246
#> exo2      -0.84528528 0.5597171  -1.6206435  -0.01501516
#> exo3       1.01615199 0.9324072  -0.5660963   1.91860211
#> 
#> 
#> 
#> $COM
#> $COM$Sigma
#> $COM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006290352 8.506481e-05 0.0005402201 0.0007631642
#> 
#> $COM$Sigma$equation2
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0008931954 0.0005793222 -0.001958597 -0.0004770365
#> Sigma[2,2]  0.0121622142 0.0031859257  0.007894823  0.0160537643
#> 
#> $COM$Sigma$equation3
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0006246094 0.0008847745 -0.0006419763  0.001773194
#> Sigma[3,2] -0.0034629414 0.0043073727 -0.0083619080  0.002644149
#> Sigma[3,3]  0.0366381015 0.0085759185  0.0248452859  0.048435661
#> 
#> $COM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0002498821 0.000922665 -0.001251085  0.001193410
#> Sigma[4,2] 0.0021382548 0.004182783 -0.003138511  0.008106643
#> Sigma[4,3] 0.0364988531 0.008823434  0.025077935  0.049844456
#> Sigma[4,4] 0.0390891835 0.010007894  0.027665964  0.054827443
#> 
#> 
#> $COM$A
#> $COM$A$equation1
#>                   mean         sd 5% quantile  95% quantile
#> lag1_var1  0.983722154 0.02316164  0.95306172  1.0130555132
#> lag1_var2 -0.010172974 0.03181752 -0.05800591  0.0343977264
#> lag1_var3 -0.044385685 0.06045215 -0.12659202  0.0412496341
#> lag1_var4  0.043283009 0.05867188 -0.03874546  0.1295090014
#> const      0.363126204 0.26816637  0.04934210  0.7097406771
#> exo1       0.016440971 0.02215282 -0.01075506  0.0483668016
#> exo2      -0.029734695 0.01930426 -0.05235005 -0.0004152527
#> exo3      -0.002356778 0.02471669 -0.03892242  0.0281677489
#> 
#> $COM$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.08934276 0.05516253  0.000148334   0.15321024
#> lag1_var2  0.60528344 0.09338370  0.497753024   0.73665541
#> lag1_var3 -0.31114475 0.17914091 -0.531980460  -0.09012886
#> lag1_var4  0.32182708 0.18083361  0.108310901   0.55921953
#> const     -1.02305926 0.74485204 -1.661653187   0.20851692
#> exo1      -0.05002000 0.09504595 -0.188028212   0.07544080
#> exo2       0.74996045 0.13209344  0.647162575   0.98684901
#> exo3       0.15591706 0.10568412  0.009198726   0.27912994
#> 
#> $COM$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.2325776 0.1649985  0.004757167    0.4549906
#> lag1_var2 -0.1688495 0.3793152 -0.754323378    0.3211020
#> lag1_var3  0.4595684 0.6745890 -0.520971576    1.3483080
#> lag1_var4  0.4652477 0.6633951 -0.408170161    1.4323572
#> const     -1.7749558 2.5391670 -5.425508910    1.2208355
#> exo1       0.0402551 0.2071442 -0.277295426    0.2472661
#> exo2      -0.7606699 0.1188852 -0.899621142   -0.5888646
#> exo3       0.1059647 0.2309246 -0.269623289    0.3602314
#> 
#> $COM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.28251413 0.1742441  0.03706785    0.5198055
#> lag1_var2 -0.17122968 0.4015222 -0.75869343    0.3930004
#> lag1_var3 -0.28872094 0.7097038 -1.27049458    0.7203754
#> lag1_var4  1.23387411 0.6967861  0.23657431    2.2104453
#> const     -3.13008131 2.6525393 -6.92602133   -0.2463870
#> exo1       0.01682788 0.2209193 -0.30945125    0.2240299
#> exo2      -0.45848220 0.1622403 -0.61539908   -0.1707832
#> exo3       0.18444248 0.2301390 -0.19175721    0.4292149
#> 
#> 
#> 
#> $CPV
#> $CPV$Sigma
#> $CPV$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00123688 0.0005103139 0.0007364286  0.001969514
#> 
#> $CPV$Sigma$equation2
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0008723339 0.002610211 -0.00479886  0.002040922
#> Sigma[2,2]  0.2555323134 0.055506357  0.18841047  0.329124056
#> 
#> $CPV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004242359 0.004043854  0.000061983   0.01080515
#> Sigma[3,2] -0.165525924 0.042553933 -0.229446617  -0.11459322
#> Sigma[3,3]  0.404940396 0.079315425  0.331725321   0.52577251
#> 
#> $CPV$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004382359 0.003848216  0.0006443018   0.01037633
#> Sigma[4,2] -0.018046273 0.037121060 -0.0585313926   0.03983191
#> Sigma[4,3]  0.350417066 0.087803218  0.2658735643   0.50005811
#> Sigma[4,4]  0.386812848 0.114794927  0.2770048080   0.57904792
#> 
#> 
#> $CPV$A
#> $CPV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93753167 0.01423235  0.91945031   0.95839417
#> lag1_var2  0.09566991 0.03100195  0.05014301   0.13249397
#> lag1_var3  0.13540386 0.05917719  0.04776416   0.20773202
#> lag1_var4 -0.13198531 0.05295141 -0.19687937  -0.05494633
#> const      0.96762852 0.21352243  0.70413912   1.26402413
#> exo1      -0.01320050 0.02431654 -0.04079713   0.02052294
#> exo2      -0.25501146 0.03016508 -0.28334094  -0.20768987
#> exo3      -0.06335643 0.04152705 -0.12016403  -0.00379068
#> 
#> $CPV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1000504 0.1800831  -0.3401382    0.1623884
#> lag1_var2  0.4720109 0.4606550  -0.3357547    0.9082723
#> lag1_var3 -0.2833548 0.8400970  -1.7169249    0.5223480
#> lag1_var4  0.4076575 0.7817566  -0.3905211    1.7201007
#> const     -0.7708781 4.7570665  -7.6424152    5.6010649
#> exo1       0.2674084 0.5772969  -0.7135841    0.7928689
#> exo2       2.5999074 0.6396036   1.6713085    3.3247400
#> exo3       0.7676246 0.4463012   0.1019372    1.1872485
#> 
#> $CPV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4825631 0.2968153  -0.9463277  -0.09919256
#> lag1_var2  2.4968874 0.7448252   1.7527737   3.57308199
#> lag1_var3  4.7702237 1.3026567   3.5150435   6.70230530
#> lag1_var4 -3.8172302 1.2471472  -5.6939591  -2.65404121
#> const      9.4907041 5.9552944   0.6668135  17.19255492
#> exo1      -0.1558528 0.9040318  -1.0660296   1.24102362
#> exo2      -4.0827773 0.7071126  -5.0204343  -3.02134800
#> exo3      -1.7114725 0.8493069  -2.5498470  -0.47361923
#> 
#> $CPV$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.62773411 0.3252001  -1.1173787   -0.1610506
#> lag1_var2  2.65908474 0.7796928   1.7578308    3.9090307
#> lag1_var3  4.38794574 1.3637819   2.8005044    6.5543207
#> lag1_var4 -3.33090446 1.3139622  -5.4259706   -1.7705028
#> const      8.89685014 5.0824877   1.1605634   15.3796801
#> exo1      -0.00163727 0.7472995  -0.9606213    1.0639033
#> exo2      -3.01702576 0.6399096  -4.0595710   -2.4107986
#> exo3      -1.44655993 0.8625230  -2.4669533   -0.1925386
#> 
#> 
#> 
#> $CRI
#> $CRI$Sigma
#> $CRI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003140099 7.566267e-05 0.0002362653  0.000424069
#> 
#> $CRI$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009304566 0.003599923 -0.01466879 -0.004593986
#> Sigma[2,2]  0.981460729 0.179591406  0.71731361  1.153184088
#> 
#> $CRI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006176903 0.003527655  0.001192882   0.01085775
#> Sigma[3,2] -0.110593002 0.206029357 -0.384670031   0.17742898
#> Sigma[3,3]  1.671474622 0.329552409  1.267742473   2.12973740
#> 
#> $CRI$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0005840593 0.002400637 -0.002674118  0.003680337
#> Sigma[4,2] 0.5336704531 0.197850293  0.339549581  0.867017487
#> Sigma[4,3] 1.7418465151 0.424390651  1.314904857  2.397871049
#> Sigma[4,4] 2.2485893438 0.560557735  1.645149520  3.103942717
#> 
#> 
#> $CRI$A
#> $CRI$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96981105 0.01123800  0.952702555   0.98248197
#> lag1_var2  0.03279187 0.03215844 -0.009974464   0.07880514
#> lag1_var3  0.04645139 0.05152466 -0.021629957   0.12102721
#> lag1_var4 -0.04501634 0.04807127 -0.113488772   0.01848643
#> const      0.66119904 0.12702227  0.462162850   0.80291860
#> exo1       0.01465321 0.02044779 -0.011633937   0.04102184
#> exo2      -0.07409451 0.03206026 -0.114020334  -0.02769609
#> exo3       0.01352620 0.02142537 -0.017022151   0.03600466
#> 
#> $CRI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.4581434 0.6112149   0.6795306    2.3359557
#> lag1_var2  -2.5720746 1.1856157  -4.3626427   -1.1629918
#> lag1_var3  -4.9488504 1.8874120  -7.8000205   -2.6689270
#> lag1_var4   4.6810975 1.6918097   2.5400595    7.2105254
#> const     -15.5318916 4.1374000 -19.4100580   -8.5736642
#> exo1       -0.9436259 1.0340968  -2.1384090    0.4756562
#> exo2        5.6290493 0.9770227   4.0972363    6.6309256
#> exo3        2.4489501 0.6298943   1.5167847    3.2006210
#> 
#> $CRI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3001556 0.5977229  -1.2350976    0.3246079
#> lag1_var2  2.0127005 0.9397245   0.6827403    3.0608071
#> lag1_var3  3.8194800 1.4420426   1.8113619    5.4379587
#> lag1_var4 -2.9407879 1.3995834  -4.6201254   -1.0506417
#> const     12.7290914 7.7403646   5.7548678   25.2088487
#> exo1       0.1926125 0.8506545  -1.0530970    1.2214665
#> exo2      -5.5782602 0.9406496  -6.6906582   -4.1105498
#> exo3      -0.8533002 1.2614497  -2.7833446    0.7528754
#> 
#> $CRI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5895725 0.8795071  -0.6030744    1.8470890
#> lag1_var2  0.1194991 1.7195714  -2.4689496    2.1201524
#> lag1_var3  0.2664616 2.6769755  -3.7413544    3.3200622
#> lag1_var4  0.4595394 2.4647270  -2.3342837    4.1325075
#> const      2.5991950 8.2270720  -4.2844855   16.3780073
#> exo1      -0.4168370 0.9067704  -1.2445932    0.9869584
#> exo2      -2.4085589 1.0080868  -3.7080269   -1.1229338
#> exo3       0.7255146 1.6519828  -1.5960452    2.7240143
#> 
#> 
#> 
#> $CUB
#> $CUB$Sigma
#> $CUB$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00174456 0.0003692178 0.001346301  0.002342822
#> 
#> $CUB$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00818429 0.00321546 -0.01302472 -0.004633019
#> Sigma[2,2]  0.21222139 0.05022043  0.15846619  0.282708805
#> 
#> $CUB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006638019 0.003914651  0.001712702   0.01203286
#> Sigma[3,2] -0.141312812 0.046663566 -0.217073165  -0.08101589
#> Sigma[3,3]  0.254311585 0.053438607  0.180144299   0.33159706
#> 
#> $CUB$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002806628 0.002711744 -0.0006326945  0.005990219
#> Sigma[4,2] -0.031821091 0.031185956 -0.0722641457  0.010199607
#> Sigma[4,3]  0.183997332 0.044161630  0.1260754106  0.247712272
#> Sigma[4,4]  0.170500067 0.038485831  0.1151548725  0.223076690
#> 
#> 
#> $CUB$A
#> $CUB$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.977334450 0.03274607  0.924735662   1.01208273
#> lag1_var2  0.055180574 0.05938791 -0.009374433   0.15053513
#> lag1_var3  0.133554511 0.11711068  0.009515047   0.32691092
#> lag1_var4 -0.140375016 0.11259388 -0.326848076  -0.01943678
#> const      1.013141302 0.50398453  0.386391865   1.76400835
#> exo1      -0.006523975 0.03569337 -0.056920864   0.03806938
#> exo2      -0.126857054 0.05449326 -0.182960732  -0.04522856
#> exo3      -0.048191599 0.05344693 -0.107430856   0.03518017
#> 
#> $CUB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2752539 0.2749219 -0.70230146   0.04427373
#> lag1_var2  0.9002932 0.4620654  0.09247333   1.38334361
#> lag1_var3 -0.1639625 0.9109286 -1.76859773   0.70379395
#> lag1_var4  0.2806593 0.8932155 -0.58407523   1.87273887
#> const      0.3418608 4.9839198 -6.59970277   7.28414233
#> exo1       0.1216787 0.3406522 -0.33236796   0.59417354
#> exo2       0.2076685 0.2736977 -0.20267447   0.53406579
#> exo3       0.2478519 0.5335616 -0.55727888   0.97518438
#> 
#> $CUB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9868919 0.3674296   0.5796938   1.59830350
#> lag1_var2 -0.4605417 0.5231093  -1.2886344   0.05152798
#> lag1_var3  0.3508540 1.0240254  -1.2568553   1.29435945
#> lag1_var4  0.2688697 1.0129939  -0.6302156   1.81331046
#> const     -3.2209714 5.7460771 -11.8547585   4.31804210
#> exo1      -0.2788201 0.4009852  -0.9359251   0.17426340
#> exo2      -3.5485837 0.2910357  -3.8350015  -3.08644860
#> exo3      -0.2046350 0.6989308  -1.0438338   0.86122242
#> 
#> $CUB$A$equation4
#>                  mean        sd   5% quantile 95% quantile
#> lag1_var1  0.86474776 0.3165812   0.521615668    1.3311520
#> lag1_var2 -0.29599612 0.4413640  -0.954885922    0.2154720
#> lag1_var3 -0.31500269 0.8663119  -1.584981596    0.7413529
#> lag1_var4  1.00049903 0.8458053   0.001452251    2.2202709
#> const     -3.81387055 4.2529759 -10.741555511    0.4516622
#> exo1      -0.21968699 0.3977854  -0.729775190    0.3396391
#> exo2      -3.50319776 0.3913382  -3.959004299   -2.8811720
#> exo3      -0.07665342 0.5565117  -0.607342378    0.8430024
#> 
#> 
#> 
#> $CYP
#> $CYP$Sigma
#> $CYP$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000963526 0.0005166194 0.0006459057  0.001887556
#> 
#> $CYP$Sigma$equation2
#>                  mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0364654 0.0212923 -0.07341959  -0.02235351
#> Sigma[2,2]  2.2093132 0.9016135  1.39583141   3.71263187
#> 
#> $CYP$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02513016 0.01672452  0.01416393   0.05487615
#> Sigma[3,2] -1.54559545 0.66453150 -2.73871355  -0.99119144
#> Sigma[3,3]  1.35008725 0.50337602  0.93702996   2.26725423
#> 
#> $CYP$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002020585 0.00454070 -0.003267265  0.008762084
#> Sigma[4,2] -0.153294467 0.20519592 -0.422818290  0.140026575
#> Sigma[4,3]  0.397184245 0.12344447  0.226173347  0.578316491
#> Sigma[4,4]  0.324383257 0.06841529  0.225511739  0.406446729
#> 
#> 
#> $CYP$A
#> $CYP$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95932027 0.03176754  0.913412614  0.997516574
#> lag1_var2  0.07811603 0.06728227 -0.007562638  0.173917589
#> lag1_var3  0.12388888 0.10718173 -0.012906688  0.277266076
#> lag1_var4 -0.12185583 0.09725972 -0.260577551  0.001971413
#> const      0.86295748 0.19865820  0.558983778  1.097369720
#> exo1       0.01960179 0.03997921 -0.043368449  0.069319333
#> exo2      -0.06716127 0.02683094 -0.099210605 -0.026290182
#> exo3       0.06082036 0.02444788  0.026842380  0.092213575
#> 
#> $CYP$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2276387  2.049208  -1.6589742     3.654370
#> lag1_var2 -1.4831884  4.244808  -8.5717898     2.183414
#> lag1_var3 -3.7229751  6.742368 -14.9352402     2.261643
#> lag1_var4  3.7916330  6.178154  -1.6923297    14.008721
#> const     -8.5594973 15.469158 -27.0921375    14.065498
#> exo1      -1.0110596  1.808005  -3.1347154     1.917914
#> exo2       0.9822479  1.249631  -0.9374283     2.387680
#> exo3      -0.3235684  1.631758  -3.0146975     1.424572
#> 
#> $CYP$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.07745144  1.351540  -1.1664619    2.1873849
#> lag1_var2 -0.10190576  2.645475  -2.9591574    4.3191337
#> lag1_var3  0.76679564  4.215188  -3.8847855    7.7783482
#> lag1_var4 -0.08561719  3.849472  -6.4283891    4.2082716
#> const     -5.77284557 10.542206 -20.4633763    5.7980102
#> exo1       0.35694220  1.398446  -1.8374469    1.9975564
#> exo2      -1.30924707  1.154733  -2.7492540    0.2508544
#> exo3       0.59721247  1.021315  -0.8746947    2.0238824
#> 
#> $CYP$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.2884135 0.5287032   0.5107054    1.9673837
#> lag1_var2  -1.5373803 0.8191037  -2.5895443   -0.4842289
#> lag1_var3  -2.3658268 1.3160927  -4.0398722   -0.6573616
#> lag1_var4   3.0912878 1.1984480   1.5320431    4.5917169
#> const     -12.7893010 4.0098224 -18.5009648   -7.7411072
#> exo1       -0.3225015 0.4818753  -1.0059382    0.2417045
#> exo2       -0.7439588 0.6366231  -1.5151018    0.2535036
#> exo3        0.4219778 0.6115552  -0.5807037    1.0860814
#> 
#> 
#> 
#> $CZE
#> $CZE$Sigma
#> $CZE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006222018 0.0001156528 0.0004850107 0.0007897136
#> 
#> $CZE$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01347242 0.00252938 -0.01640998 -0.009612327
#> Sigma[2,2]  0.76408848 0.13589792  0.59695628  0.982185622
#> 
#> $CZE$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008027781 0.00106974  0.006555549  0.009631194
#> Sigma[3,2] -0.457152411 0.09306981 -0.608689339 -0.383728827
#> Sigma[3,3]  0.329663466 0.07715841  0.257015359  0.463052790
#> 
#> $CZE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -2.759028e-05 0.001265676 -0.001808404   0.00144255
#> Sigma[4,2]  5.447460e-04 0.049919318 -0.057065913   0.06306839
#> Sigma[4,3]  5.923786e-02 0.034422078  0.012629901   0.10258276
#> Sigma[4,4]  6.333706e-02 0.014677696  0.048136705   0.08591419
#> 
#> 
#> $CZE$A
#> $CZE$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9861577424 0.01285599  0.96953869   1.00360708
#> lag1_var2 -0.0101425362 0.03759575 -0.05371141   0.04717882
#> lag1_var3 -0.0242197646 0.06293287 -0.09566883   0.07329684
#> lag1_var4  0.0234310043 0.05924375 -0.07053834   0.08666366
#> const      0.4043871098 0.21164256  0.14218110   0.68531018
#> exo1       0.0007607668 0.01790323 -0.02096681   0.02890075
#> exo2      -0.0465353248 0.02154417 -0.07117558  -0.01193594
#> exo3       0.0375340853 0.02987042 -0.00603685   0.07271957
#> 
#> $CZE$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.9647803  0.8307256   -1.995035   0.10071658
#> lag1_var2  1.7580187  1.7482393   -0.481845   4.26880383
#> lag1_var3  1.4975075  2.9843077   -2.476392   5.61592485
#> lag1_var4 -1.3157326  2.8663040   -5.188607   2.51373534
#> const     14.7337135 15.7937332   -4.733586  36.05310511
#> exo1      -0.6941364  0.5554138   -1.493284  -0.02054131
#> exo2       0.1744087  0.9473875   -1.034029   1.53885816
#> exo3      -0.1576155  0.9206119   -1.204237   1.14799883
#> 
#> $CZE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.59036042 0.4762143  -0.2115353  1.055910186
#> lag1_var2  0.20851510 1.1892591  -0.8219039  2.326932071
#> lag1_var3  1.30026837 2.0520958  -0.3786155  4.998260543
#> lag1_var4 -0.47368595 1.9748966  -4.0405678  1.144401269
#> const     -4.99958968 8.5919732 -15.8257692  8.257084755
#> exo1       0.23256833 0.3051966  -0.1539013  0.649798974
#> exo2      -0.86284541 0.6303043  -1.7135439 -0.003240045
#> exo3      -0.01669743 0.5823915  -0.8147958  0.751945123
#> 
#> $CZE$A$equation4
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0003093604 0.2328758  -0.2692917   0.33131442
#> lag1_var2  0.9417145009 0.8331095  -0.2780821   2.10115898
#> lag1_var3  1.6682885160 1.3958167  -0.3744688   3.63301201
#> lag1_var4 -0.7149200887 1.3597498  -2.6390948   1.28188398
#> const      3.0944331840 4.0395806  -3.2974059   7.34286482
#> exo1      -0.1783286337 0.1792928  -0.3725565   0.08463933
#> exo2      -0.7829865199 0.2668495  -1.0760557  -0.40586585
#> exo3      -0.1096536112 0.2264930  -0.4379357   0.16597321
#> 
#> 
#> 
#> $DEU
#> $DEU$Sigma
#> $DEU$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003388981 8.101669e-05 0.0002404334 0.0004553472
#> 
#> $DEU$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004463355 0.002226322 -0.007688616  -0.00173294
#> Sigma[2,2]  0.310619747 0.068620967  0.237175513   0.40853376
#> 
#> $DEU$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003248949 0.002414841  0.0000872127  0.006670175
#> Sigma[3,2] -0.255113230 0.063814237 -0.3515477471 -0.186740150
#> Sigma[3,3]  0.329562534 0.065205301  0.2707965745  0.435730614
#> 
#> $DEU$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0006331101 0.001522768 -0.001919479  0.002330319
#> Sigma[4,2] -0.0779899746 0.029394192 -0.127219719 -0.052038334
#> Sigma[4,3]  0.1928502609 0.038597370  0.156683496  0.256623815
#> Sigma[4,4]  0.1580478415 0.030082632  0.128660106  0.209965240
#> 
#> 
#> $DEU$A
#> $DEU$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9526084645 0.02265395  0.92646328  0.987584108
#> lag1_var2  0.0110805503 0.05601783 -0.05000143  0.095815311
#> lag1_var3  0.0113535823 0.09394858 -0.09039071  0.154836867
#> lag1_var4 -0.0006245165 0.08781881 -0.13584562  0.098582589
#> const      0.7110489092 0.16268860  0.51607218  0.960285255
#> exo1      -0.0131076376 0.01792315 -0.03803089  0.008689762
#> exo2      -0.0651279942 0.01660213 -0.08600588 -0.038264134
#> exo3       0.0219110571 0.01123590  0.00874506  0.040173049
#> 
#> $DEU$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.542646273 0.5807823 -0.18125009    1.3466661
#> lag1_var2  2.675606276 1.5493655  0.65173584    4.8375523
#> lag1_var3  3.312958828 2.6147791 -0.09692378    7.0006638
#> lag1_var4 -3.732054322 2.4407729 -7.21953999   -0.5348082
#> const     10.957674830 6.5733568  1.54423601   19.8274659
#> exo1      -0.268552584 0.5266905 -0.83795937    0.4695943
#> exo2       1.404044393 0.4786578  0.72272066    2.0304266
#> exo3       0.002704311 0.3936229 -0.42987803    0.6626975
#> 
#> $DEU$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2986368 0.7257972  -0.9767539    0.7633869
#> lag1_var2 -1.0286128 1.7103220  -3.5104842    0.8445383
#> lag1_var3 -1.0133105 2.8765797  -5.1685814    2.2517768
#> lag1_var4  2.2782222 2.6480841  -0.8485765    6.0657677
#> const     -7.9599697 5.9803063 -16.7074508   -1.1669039
#> exo1       0.1183579 0.5610811  -0.8649959    0.6667312
#> exo2      -2.3167987 0.3652402  -2.8556651   -1.8480796
#> exo3      -0.1667346 0.3926634  -0.7529744    0.2520053
#> 
#> $DEU$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.004127969 0.5671124  -0.7906357    0.7246549
#> lag1_var2  0.162884220 1.1436662  -1.2122036    1.7894949
#> lag1_var3  0.273230835 1.9179728  -2.0053704    3.0725778
#> lag1_var4  0.775100517 1.7478293  -1.8541795    2.7947324
#> const     -2.625792273 4.5923586  -7.0413349    4.0513846
#> exo1      -0.031599149 0.3742456  -0.6742817    0.2720860
#> exo2      -1.544202978 0.2934345  -1.9776424   -1.2159016
#> exo3      -0.159671303 0.3317338  -0.5948622    0.2871700
#> 
#> 
#> 
#> $DJI
#> $DJI$Sigma
#> $DJI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004186345 9.918106e-05 0.0002804767 0.0005406897
#> 
#> $DJI$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001873778 0.0006523396 -0.002898929 -0.001084062
#> Sigma[2,2]  0.037210552 0.0087097505  0.024544151  0.050066998
#> 
#> $DJI$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.000786936 0.000848656 -0.0002328498  0.002064346
#> Sigma[3,2] -0.025047984 0.010817570 -0.0419386531 -0.014467573
#> Sigma[3,3]  0.028469190 0.012091611  0.0163975133  0.047686777
#> 
#> $DJI$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -3.151133e-05 0.0009736751 -0.001300097  0.001291385
#> Sigma[4,2] -1.568298e-02 0.0108498945 -0.032708457 -0.005160835
#> Sigma[4,3]  2.540738e-02 0.0111070035  0.013914777  0.042947845
#> Sigma[4,4]  2.652504e-02 0.0103506388  0.016006922  0.043682364
#> 
#> 
#> $DJI$A
#> $DJI$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97008056 0.01832572  0.949631483  0.996554584
#> lag1_var2  0.01706042 0.01841090 -0.005481157  0.044316323
#> lag1_var3  0.05938570 0.03610480  0.018471508  0.119388822
#> lag1_var4 -0.06113152 0.03061283 -0.112748366 -0.028366170
#> const      0.81675025 0.25140394  0.422838582  1.119492835
#> exo1       0.01154998 0.02436678 -0.031026801  0.034922808
#> exo2      -0.03556912 0.01846693 -0.058854739 -0.008605636
#> exo3      -0.01314704 0.02598788 -0.051087652  0.017089425
#> 
#> $DJI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.27142191 0.2185311  0.02042848    0.6016183
#> lag1_var2  0.56048720 0.2220467  0.22451923    0.7994621
#> lag1_var3  0.01123205 0.4254893 -0.48100538    0.6022664
#> lag1_var4  0.14931069 0.3559046 -0.32844522    0.5978946
#> const      0.46953300 1.6243222 -2.03349208    2.4926888
#> exo1      -0.05933517 0.1555510 -0.30281879    0.1089746
#> exo2       1.38296382 0.1080300  1.21495395    1.5025653
#> exo3       0.56639907 0.2036224  0.29875750    0.8779441
#> 
#> $DJI$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.00320030 0.22515142 -0.32050672  0.250003549
#> lag1_var2  0.12894741 0.21583621 -0.12569900  0.423945027
#> lag1_var3  0.61183398 0.50267839 -0.06735203  1.176538760
#> lag1_var4  0.19524218 0.41255639 -0.28260500  0.741738243
#> const     -0.51842418 1.41836378 -2.03233685  1.930116927
#> exo1      -0.08475275 0.09990696 -0.21989173  0.025103967
#> exo2      -0.88537641 0.13893218 -1.09597184 -0.757767322
#> exo3      -0.22932585 0.18304069 -0.50127778 -0.008802886
#> 
#> $DJI$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.07897928 0.21845132  -0.2203089   0.35459712
#> lag1_var2  0.07442879 0.19358877  -0.1746376   0.31353543
#> lag1_var3 -0.20681059 0.49776212  -0.9211756   0.30295940
#> lag1_var4  1.09450017 0.40350969   0.6629805   1.66194985
#> const     -1.84111514 1.61463294  -3.4701812   0.75746816
#> exo1      -0.15535902 0.08943057  -0.2695321  -0.03607199
#> exo2      -0.61473633 0.17425939  -0.8953607  -0.44766571
#> exo3      -0.06075625 0.17070037  -0.3213642   0.12706857
#> 
#> 
#> 
#> $DNK
#> $DNK$Sigma
#> $DNK$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000285786 5.332442e-05 0.0002104592 0.0003586114
#> 
#> $DNK$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008922459 0.002175012  -0.0123003 -0.006272528
#> Sigma[2,2]  0.625850386 0.139217294   0.4808439  0.833643428
#> 
#> $DNK$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008021506 0.001725382  0.005341002  0.009851764
#> Sigma[3,2] -0.454579262 0.100800694 -0.598379473 -0.341091082
#> Sigma[3,3]  0.624929870 0.113835356  0.507495871  0.804453134
#> 
#> $DNK$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002310884 0.001119278  0.0008168102  0.003923659
#> Sigma[4,2] -0.045949554 0.066193189 -0.1362296709  0.054522326
#> Sigma[4,3]  0.355158422 0.087031645  0.2233645446  0.470000097
#> Sigma[4,4]  0.354889463 0.062819955  0.2576265216  0.425649368
#> 
#> 
#> $DNK$A
#> $DNK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.985819961 0.01941370  0.96088700  1.014049866
#> lag1_var2 -0.008533054 0.04566734 -0.07779933  0.047168217
#> lag1_var3 -0.017646515 0.07132070 -0.12585078  0.069502281
#> lag1_var4  0.015268967 0.06766794 -0.06647555  0.119106878
#> const      0.528609089 0.32228286  0.06454668  0.889072544
#> exo1      -0.017932665 0.01452906 -0.03467600  0.002811045
#> exo2      -0.039428266 0.01408315 -0.06136231 -0.021012556
#> exo3       0.038097337 0.01263312  0.02062346  0.054787030
#> 
#> $DNK$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.01502553  0.7038214  -1.1009432    0.7195787
#> lag1_var2  0.09555512  1.5588309  -1.9942201    2.3820726
#> lag1_var3 -1.01685934  2.4092970  -4.2550192    2.4978916
#> lag1_var4  1.03185599  2.2959843  -2.3201825    4.1010809
#> const     -0.06509380 14.2307448 -15.4805655   21.8361016
#> exo1      -0.30012908  0.5929090  -1.0666197    0.6073280
#> exo2       0.69896012  0.6179357  -0.1090395    1.4896471
#> exo3      -0.25593934  0.6471357  -0.9396161    0.7422811
#> 
#> $DNK$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.04652871  0.7479070  -0.8717525   1.13851914
#> lag1_var2  1.09078735  1.2510763  -0.8287426   2.75834291
#> lag1_var3  2.68319249  1.9374046  -0.3748014   5.16683503
#> lag1_var4 -1.68617200  1.8501684  -4.0415361   1.27263252
#> const      1.45358843 14.6718259 -23.7146391  14.48528464
#> exo1      -0.48249399  0.4877722  -1.2691718   0.05589193
#> exo2      -0.90200157  0.5051798  -1.6253218  -0.33333948
#> exo3       0.43178246  0.8762188  -0.9012356   1.63194671
#> 
#> $DNK$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05621554 0.4306874  -0.6503843    0.5054858
#> lag1_var2  0.77789931 1.0031887  -0.4439254    2.2098980
#> lag1_var3  1.46549381 1.4853392  -0.2650647    3.5963170
#> lag1_var4 -0.43614996 1.4180766  -2.4660549    1.2386030
#> const      0.52806987 8.0718654 -11.6055601    9.9451573
#> exo1      -0.71600659 0.3315253  -1.0704089   -0.1509072
#> exo2      -0.47886039 0.5122715  -1.0940115    0.3067553
#> exo3       0.29774982 0.7135210  -0.5864231    1.3857446
#> 
#> 
#> 
#> $DOM
#> $DOM$Sigma
#> $DOM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006837291 0.0002439099 0.0004291166  0.001079889
#> 
#> $DOM$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002660975 0.00303976 -0.007435488 0.0004485228
#> Sigma[2,2]  0.276339295 0.07000824  0.182711833 0.3755245666
#> 
#> $DOM$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01015002 0.006321796  0.002843869   0.01924908
#> Sigma[3,2] -0.12155016 0.111934490 -0.304775030  -0.02099182
#> Sigma[3,3]  0.66320585 0.210147490  0.493980622   1.01538677
#> 
#> $DOM$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.009221877 0.006240132  0.0007098533   0.01721671
#> Sigma[4,2] 0.047950441 0.086136639 -0.0842644220   0.14983550
#> Sigma[4,3] 0.632929274 0.215208777  0.4395610950   0.97760777
#> Sigma[4,4] 0.710097851 0.229542962  0.4838496651   1.10061738
#> 
#> 
#> $DOM$A
#> $DOM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.993254183 0.01901546  0.96940080   1.01959500
#> lag1_var2 -0.021612363 0.03265549 -0.06640036   0.02798692
#> lag1_var3 -0.049957859 0.06492566 -0.13312836   0.04975635
#> lag1_var4  0.045861193 0.05933540 -0.04616654   0.12125447
#> const      0.410326240 0.16401399  0.19055572   0.64199787
#> exo1      -0.008630713 0.01563542 -0.03196897   0.01129848
#> exo2      -0.106036748 0.03024751 -0.14612081  -0.06541951
#> exo3       0.056737814 0.01452063  0.03718221   0.07673504
#> 
#> $DOM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2366307 0.3345345  -0.6091093    0.2485417
#> lag1_var2  1.5588140 0.7858226   0.4757381    2.5911138
#> lag1_var3  1.7492994 1.2033894   0.1146200    3.4288466
#> lag1_var4 -1.6371659 1.1089367  -3.1907244   -0.1558761
#> const      2.1806078 3.5692206  -2.6331210    7.0965584
#> exo1      -0.7774279 0.5105179  -1.4057246    0.0120314
#> exo2       0.2682166 0.5189925  -0.3604933    1.0354669
#> exo3       1.2855740 0.6329584   0.4561391    2.2506613
#> 
#> $DOM$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.7089810 0.5809603   0.06158034   1.59763758
#> lag1_var2 -0.9278679 0.7473410  -2.02357309  -0.07735093
#> lag1_var3 -1.2537396 1.4499314  -3.47996074   0.25890170
#> lag1_var4  2.0799196 1.3423232   0.67443041   4.14949797
#> const     -9.3943648 8.2454011 -22.65325171   0.56764661
#> exo1       0.4746232 0.6510629  -0.38725565   1.32873192
#> exo2      -3.9937882 0.8853572  -5.27334419  -2.81933798
#> exo3       1.1036820 0.8861986   0.17818493   2.55194699
#> 
#> $DOM$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.60254982 0.5624693  -0.04287146    1.4718908
#> lag1_var2 -0.42084932 0.7815996  -1.61653587    0.4809253
#> lag1_var3 -0.92871461 1.5547298  -3.40545313    0.6789146
#> lag1_var4  1.83537822 1.4461414   0.28029220    4.0726701
#> const     -9.77578985 8.9141255 -23.37111804    1.0114270
#> exo1       0.01325641 0.5459003  -0.71850107    0.7679048
#> exo2      -4.07776178 0.8774631  -5.39081702   -3.0486148
#> exo3       2.04748181 0.8321419   1.13787282    3.4301067
#> 
#> 
#> 
#> $DZA
#> $DZA$Sigma
#> $DZA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000411521 0.0001244634 0.0002749864 0.0006165279
#> 
#> $DZA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008155887 0.007444661 -0.01635108  0.002561894
#> Sigma[2,2]  3.635670090 0.634890488  2.77078968  4.467949253
#> 
#> $DZA$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0004778102 0.002993504 -0.003879343  0.004133811
#> Sigma[3,2] -1.2407656972 0.323950623 -1.615260097 -0.780390768
#> Sigma[3,3]  0.6594313808 0.205561628  0.443210397  0.972215486
#> 
#> $DZA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003838486 0.002187646 -0.007190288 -0.001125157
#> Sigma[4,2]  0.416442763 0.271197927  0.034681052  0.745371515
#> Sigma[4,3]  0.129593669 0.130054415 -0.023927562  0.330286382
#> Sigma[4,4]  0.361828173 0.093797148  0.224177193  0.469471734
#> 
#> 
#> $DZA$A
#> $DZA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.985334248 0.01384646  0.96398066   0.99980415
#> lag1_var2  0.009099400 0.01764952 -0.01359131   0.03340596
#> lag1_var3  0.018251610 0.04040837 -0.03314642   0.07489142
#> lag1_var4 -0.023158196 0.03798520 -0.07338013   0.02815604
#> const      0.591127041 0.21430994  0.32889888   0.82749282
#> exo1       0.005539797 0.01442385 -0.01001916   0.02931026
#> exo2      -0.079758525 0.01886709 -0.10323682  -0.05084591
#> exo3       0.006031751 0.03235895 -0.04277245   0.04154164
#> 
#> $DZA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4366561  1.405277  -2.7246897   1.24215264
#> lag1_var2 -1.0546974  1.722701  -2.6222200   1.99621047
#> lag1_var3 -4.2410774  4.012266  -7.9063790   2.86858137
#> lag1_var4  4.6011645  3.386141  -1.3059802   7.83337475
#> const     -0.4573142 12.915396 -20.6647357  13.47673642
#> exo1      -1.9212783  1.510542  -3.9013830   0.07274195
#> exo2       2.4649174  1.552120   0.2814484   4.62699603
#> exo3       1.1105098  3.053199  -3.2467800   4.94632567
#> 
#> $DZA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.90537818 0.5613713   0.1760957   1.76876490
#> lag1_var2  0.59996815 0.6788674  -0.4582362   1.43975256
#> lag1_var3  2.02175445 1.5673623  -0.4123985   3.94863388
#> lag1_var4 -1.62903928 1.3541833  -3.3357272   0.40004584
#> const      0.08666002 5.7903526  -7.0890950   8.32585009
#> exo1       0.48538064 0.7576705  -0.6691980   1.31256970
#> exo2      -3.10228978 0.4241081  -3.7499799  -2.53117520
#> exo3      -1.32440377 0.9062983  -2.4816569  -0.01771073
#> 
#> $DZA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7671247 0.1557201   0.5545470   0.97115157
#> lag1_var2 -0.2011177 0.2976767  -0.5140121   0.24042301
#> lag1_var3 -0.6236164 0.6887724  -1.3332546   0.37886648
#> lag1_var4  1.1627361 0.6170912   0.2335217   1.80720929
#> const     -1.1108784 2.8736039  -5.3675882   2.50323143
#> exo1      -0.3819794 0.4759152  -0.8732573   0.40277479
#> exo2      -2.3734263 0.8263790  -3.3423895  -1.27279181
#> exo3      -0.9425926 0.7430367  -2.0636712   0.02198351
#> 
#> 
#> 
#> $ECU
#> $ECU$Sigma
#> $ECU$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0005890197 0.0001693337 0.000375181 0.0008582808
#> 
#> $ECU$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005893586 0.002031607 -0.008865541 -0.003239403
#> Sigma[2,2]  0.192586789 0.038275529  0.150598360  0.250858881
#> 
#> $ECU$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002958487 0.005117622 -0.004954822  0.008259119
#> Sigma[3,2] -0.049692803 0.070161011 -0.148354888  0.038233632
#> Sigma[3,3]  1.161176011 0.281988356  0.885009716  1.568369483
#> 
#> $ECU$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0008503505 0.005418387 -0.009332088  0.005606644
#> Sigma[4,2]  0.0787013355 0.061250641  0.002944276  0.165725933
#> Sigma[4,3]  1.1781006962 0.308072281  0.860665659  1.603939030
#> Sigma[4,4]  1.2829235565 0.333262336  0.916664632  1.730631509
#> 
#> 
#> $ECU$A
#> $ECU$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00804151 0.01724548  0.98928066   1.03466541
#> lag1_var2 -0.03842158 0.03334039 -0.07959801   0.01113910
#> lag1_var3 -0.07671236 0.06046358 -0.16036345   0.00903367
#> lag1_var4  0.06880981 0.05900709 -0.01531117   0.14905546
#> const      0.29306547 0.34940785 -0.25077640   0.70999228
#> exo1       0.04487071 0.02009046  0.01970305   0.07140194
#> exo2      -0.12354297 0.03469158 -0.17655088  -0.08354012
#> exo3       0.01498286 0.02546800 -0.02186251   0.04799905
#> 
#> $ECU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4421745 0.2340017  -0.7656525   -0.1500772
#> lag1_var2  2.1277385 0.9764966   0.7920528    3.3642289
#> lag1_var3  2.3929551 1.5937005   0.2499171    4.4474513
#> lag1_var4 -2.2989555 1.5530469  -4.2630873   -0.1994341
#> const      6.6372073 3.3724655   1.6347331   11.4056528
#> exo1       0.2284319 0.3467519  -0.1245574    0.7557003
#> exo2       2.4250203 0.4653037   1.8434069    3.0070081
#> exo3      -0.4687419 0.5422014  -1.2004946    0.2444731
#> 
#> $ECU$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0977426 0.3950209   0.6032438    1.5811453
#> lag1_var2 -0.5047162 1.8939492  -3.5885619    1.2852744
#> lag1_var3 -1.0470766 2.9311101  -5.7635766    1.9746900
#> lag1_var4  1.7141456 2.8339137  -1.2298555    6.2873433
#> const     -9.1494537 7.4831102 -19.9815383    0.5507289
#> exo1       0.2082215 1.2189656  -1.1005218    2.1422473
#> exo2      -6.8151945 0.7054118  -7.6979166   -5.7624389
#> exo3       2.8432260 1.2419062   0.7820918    4.1464033
#> 
#> $ECU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8530547 0.4868507   0.2886013     1.536458
#> lag1_var2  0.5092318 1.9842338  -2.3842736     2.241215
#> lag1_var3 -0.1016183 3.1037164  -4.4567145     2.653939
#> lag1_var4  0.8316118 2.9878582  -1.9335130     5.041057
#> const     -6.1352975 8.6502354 -18.7315450     4.590901
#> exo1       0.3823027 1.2551029  -1.0579670     2.252736
#> exo2      -5.5599186 0.8412677  -6.6868897    -4.468684
#> exo3       2.6817769 1.4291366   0.1391613     3.934989
#> 
#> 
#> 
#> $EGY
#> $EGY$Sigma
#> $EGY$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002277019 0.0001000832 0.0001643016 0.0003989547
#> 
#> $EGY$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008375271 0.003292053 -0.01359019 -0.005112544
#> Sigma[2,2]  0.966925540 0.315410978  0.61845797  1.453409411
#> 
#> $EGY$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004114174 0.002190984  0.001534909  0.007633392
#> Sigma[3,2] -0.334669860 0.198476619 -0.631349279 -0.107148638
#> Sigma[3,3]  0.743913434 0.199213270  0.475763891  1.059758290
#> 
#> $EGY$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0001852465 0.001919613 -0.002723847  0.002399709
#> Sigma[4,2] 0.1346950055 0.142254662 -0.014350861  0.361703495
#> Sigma[4,3] 0.6459077469 0.169660608  0.399386472  0.869807247
#> Sigma[4,4] 0.7830328191 0.207263972  0.491499242  1.058422155
#> 
#> 
#> $EGY$A
#> $EGY$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98974085 0.00724341  0.98193573 0.9982066065
#> lag1_var2 -0.01152488 0.01662526 -0.02777139 0.0172837522
#> lag1_var3 -0.02191981 0.03579702 -0.05687788 0.0395972283
#> lag1_var4  0.01787612 0.03297426 -0.03863175 0.0498008825
#> const      0.51471699 0.12348908  0.37449671 0.6939211944
#> exo1       0.02185805 0.01593437  0.00404829 0.0432435878
#> exo2      -0.01913141 0.01599266 -0.04502441 0.0005836488
#> exo3      -0.01601446 0.01981667 -0.03977406 0.0145871833
#> 
#> $EGY$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09400927 0.3811968  -0.3850602    0.6144503
#> lag1_var2  0.27640250 0.7520985  -0.8149727    1.3123172
#> lag1_var3 -0.99523482 1.5677573  -3.2418880    1.1751759
#> lag1_var4  1.10601065 1.4375158  -0.9063332    3.1264696
#> const     -5.08324613 9.3216729 -17.8975271    7.5159965
#> exo1      -1.33689777 0.8434706  -2.7180817   -0.3549512
#> exo2       0.29767033 0.8564077  -0.7186453    1.3234347
#> exo3      -0.02863980 1.1796210  -1.8296576    1.1878838
#> 
#> $EGY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3215267 0.3764876 -0.95659020  0.101089622
#> lag1_var2  0.8951163 0.7584747  0.06657068  1.886192642
#> lag1_var3  2.7127699 1.7025151  0.81365056  5.051902115
#> lag1_var4 -1.7341941 1.5362955 -3.89292374  0.004758566
#> const      8.4197367 7.5169095 -0.75143753 16.646251250
#> exo1       0.3435671 0.8865457 -0.85943003  1.419954450
#> exo2      -0.6959012 1.1423915 -2.01082978  1.156838944
#> exo3       0.7549252 0.7468166 -0.26583483  1.828610586
#> 
#> $EGY$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.3014134 0.3466997 -0.819656449    0.1147155
#> lag1_var2  0.7459128 0.6965778  0.032742956    1.7143122
#> lag1_var3  1.6649636 1.4969002  0.005871915    3.5829964
#> lag1_var4 -0.6047316 1.3434732 -2.326999645    0.8547636
#> const      5.3307168 6.9513308 -4.183876065   15.2195065
#> exo1      -0.3331718 0.8846132 -1.614310037    0.6784520
#> exo2      -0.6115884 1.2451168 -2.019093092    1.2003123
#> exo3       0.8106709 0.7530019 -0.000968256    2.0005692
#> 
#> 
#> 
#> $ERI
#> $ERI$Sigma
#> $ERI$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006455543 0.001637487 0.004462317  0.008706123
#> 
#> $ERI$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001613348 0.001158391 -0.003259128 -8.109250e-06
#> Sigma[2,2]  0.008028776 0.002304944  0.005369037  1.122013e-02
#> 
#> $ERI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001763581 0.005305489 -0.005667248  0.008327646
#> Sigma[3,2] -0.016455948 0.006709940 -0.024340415 -0.007206866
#> Sigma[3,3]  0.119247343 0.036755210  0.072347706  0.174805655
#> 
#> $ERI$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0004339039 0.005332152 -0.007049752  0.007290787
#> Sigma[4,2] -0.0110656165 0.005458350 -0.017128209 -0.003096562
#> Sigma[4,3]  0.1128008400 0.034801642  0.067069508  0.165761247
#> Sigma[4,4]  0.1103030534 0.033733053  0.065129599  0.161090164
#> 
#> 
#> $ERI$A
#> $ERI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.87124940 0.03126346  0.84083525   0.91526912
#> lag1_var2  0.15670369 0.09919800  0.01940204   0.28253715
#> lag1_var3  0.16499774 0.15319815 -0.05165191   0.37972279
#> lag1_var4 -0.14988965 0.15220013 -0.36281340   0.06558471
#> const      1.43529224 0.74124387  0.42274032   2.36785610
#> exo1      -0.07268703 0.11561737 -0.23450938   0.08058147
#> exo2      -0.07234199 0.08818595 -0.19863027   0.04173285
#> exo3       0.08193228 0.07222361 -0.03309734   0.15501231
#> 
#> $ERI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.07515950 0.08687112 -0.03865906   0.20582299
#> lag1_var2  0.62771309 0.27531213  0.16587496   0.92643964
#> lag1_var3  0.08589601 0.35899353 -0.49362539   0.47479329
#> lag1_var4 -0.08319269 0.34837964 -0.46575553   0.47685002
#> const      0.68905657 1.07658894 -0.88724454   2.24589656
#> exo1      -0.02567064 0.09046034 -0.15262484   0.09252153
#> exo2       0.52827341 0.09537619  0.41769236   0.65793006
#> exo3       0.19967192 0.09715520  0.12689317   0.37707528
#> 
#> $ERI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05761758 0.2850991  -0.4969118    0.2569451
#> lag1_var2  0.75600673 0.8775491  -0.2245123    2.2119089
#> lag1_var3  1.55930962 1.2583808   0.2519691    3.6484699
#> lag1_var4 -0.59516254 1.2282908  -2.6245097    0.6903981
#> const      2.23613046 3.5495342  -2.1544598    8.0742176
#> exo1      -0.03609929 0.3694079  -0.3992130    0.5876979
#> exo2      -1.18037929 0.4385803  -1.8599920   -0.6224453
#> exo3      -0.02459727 0.4706540  -0.6516232    0.5918065
#> 
#> $ERI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01850422 0.2483609  -0.3872170    0.2637036
#> lag1_var2  0.81318029 0.7911103  -0.1822946    2.0080215
#> lag1_var3  1.07761459 1.1633677  -0.2423770    2.8575887
#> lag1_var4 -0.09369012 1.1372864  -1.8251789    1.2013805
#> const      1.84388647 3.2599745  -2.1907276    7.1651202
#> exo1      -0.06597973 0.3455854  -0.4610348    0.4987222
#> exo2      -0.82450226 0.4110264  -1.4391593   -0.2665845
#> exo3       0.13571362 0.4445188  -0.4630104    0.7282331
#> 
#> 
#> 
#> $ESH
#> $ESH$Sigma
#> $ESH$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002953915 5.787337e-05 0.0002259864 0.0003717722
#> 
#> $ESH$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002348887 0.001118851 -0.004105811 -0.001342324
#> Sigma[2,2]  0.072073238 0.024015071  0.043845323  0.110158118
#> 
#> $ESH$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001818801 0.001178091  0.0003676278  0.003358849
#> Sigma[3,2] -0.067370874 0.022254736 -0.0946435714 -0.038439538
#> Sigma[3,3]  0.117755851 0.027504247  0.0816099417  0.152233632
#> 
#> $ESH$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0006518047 0.0008783894 -0.0004750394  0.001768549
#> Sigma[4,2] -0.0310656534 0.0126538719 -0.0489759994 -0.015590508
#> Sigma[4,3]  0.0881510334 0.0171720145  0.0657259322  0.110252807
#> Sigma[4,4]  0.0772785577 0.0120673163  0.0616372333  0.094357108
#> 
#> 
#> $ESH$A
#> $ESH$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.999037769 0.02148106  0.97719596  1.030045593
#> lag1_var2 -0.021280259 0.01099802 -0.03538478 -0.006280562
#> lag1_var3 -0.010709519 0.01712330 -0.03668282  0.008963595
#> lag1_var4  0.005596906 0.01668066 -0.01677804  0.028529021
#> const      0.472418793 0.23882843  0.11450391  0.748310480
#> exo1      -0.005596839 0.01733127 -0.02800798  0.018480897
#> exo2      -0.074426992 0.02240255 -0.10305763 -0.043657880
#> exo3      -0.012498082 0.02034210 -0.03869449  0.016131949
#> 
#> $ESH$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4803081 0.1562469  -0.6969237   -0.2577722
#> lag1_var2  1.1083820 0.3116582   0.6717989    1.5069127
#> lag1_var3  0.3554826 0.5667712  -0.5164664    1.0581654
#> lag1_var4 -0.2221307 0.5293176  -0.8574070    0.6093007
#> const      3.1359235 1.9019955   0.1890533    5.1983477
#> exo1       0.1109792 0.2668284  -0.3227985    0.4201669
#> exo2       0.9218739 0.2515893   0.6574039    1.2722515
#> exo3       0.1636457 0.3989013  -0.2437354    0.8121727
#> 
#> $ESH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.3692357 0.3239149  0.96211573    1.8079140
#> lag1_var2 -0.8306597 0.4207501 -1.38215714   -0.2362432
#> lag1_var3 -0.6020595 0.8524205 -1.61379538    0.6356738
#> lag1_var4  1.2203179 0.7800301  0.04759064    2.0848483
#> const     -7.0520195 2.4207166 -9.79613142   -3.4178823
#> exo1      -0.1451252 0.2860934 -0.47659639    0.2576066
#> exo2      -3.2928708 0.2168069 -3.56561830   -2.9964297
#> exo3      -0.3431413 0.2895749 -0.76595236    0.0476059
#> 
#> $ESH$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.20061129 0.2897990   0.8260342  1.607567785
#> lag1_var2 -0.67672133 0.3130445  -1.0608658 -0.207039073
#> lag1_var3 -1.23256177 0.6605683  -1.9377152 -0.204120530
#> lag1_var4  1.92158932 0.6018470   0.9645683  2.518501584
#> const     -7.10068808 2.0280476  -9.5558754 -4.132618760
#> exo1      -0.09470444 0.2406678  -0.3573329  0.256895854
#> exo2      -3.03018622 0.2012887  -3.2939733 -2.729221926
#> exo3      -0.26975667 0.1785426  -0.5004250 -0.005471922
#> 
#> 
#> 
#> $ESP
#> $ESP$Sigma
#> $ESP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004576184 5.059061e-05 0.0003865636 0.0005247709
#> 
#> $ESP$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03945285 0.005712653 -0.04822028  -0.03321132
#> Sigma[2,2]  4.61864997 0.760990476  3.99752868   5.84330031
#> 
#> $ESP$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02336385 0.00269587  0.02036371   0.02737192
#> Sigma[3,2] -2.58569963 0.39484208 -3.24999875  -2.27826566
#> Sigma[3,3]  1.56524050 0.21240163  1.33193780   1.91075391
#> 
#> $ESP$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001366909 0.001418664 -0.0008310411   0.00302501
#> Sigma[4,2] -0.009315817 0.164284259 -0.1986862735   0.23816532
#> Sigma[4,3]  0.132820256 0.086434964 -0.0026810870   0.22711951
#> Sigma[4,4]  0.149215685 0.044333586  0.1091893938   0.21996390
#> 
#> 
#> $ESP$A
#> $ESP$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9886712654 0.01355362  0.97064480   1.00509051
#> lag1_var2 -0.0010463002 0.01046592 -0.01279986   0.01376726
#> lag1_var3 -0.0004626028 0.01843886 -0.02100537   0.02619011
#> lag1_var4 -0.0009459479 0.01446436 -0.02143176   0.01526734
#> const      0.4275492665 0.24317932  0.08501970   0.79419313
#> exo1       0.0062939524 0.02199450 -0.03011329   0.03221112
#> exo2      -0.1370949022 0.03457647 -0.18600330  -0.09153556
#> exo3       0.0419709795 0.02241353  0.01940698   0.07785081
#> 
#> $ESP$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.5843425  1.279112  -3.1871405    0.2392776
#> lag1_var2  1.9078034  1.244863   0.3086097    3.2568966
#> lag1_var3  1.7554081  2.205059  -1.1089160    4.1256070
#> lag1_var4 -1.3144506  1.711772  -3.2025550    0.9033612
#> const     20.3344103 19.602992   0.8842880   52.0559108
#> exo1      -0.3492356  1.921945  -2.4849581    2.4504722
#> exo2       1.2441491  3.664241  -3.5757943    6.2889885
#> exo3      -0.2273406  2.058282  -3.5783759    1.6781299
#> 
#> $ESP$A$equation3
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1   1.1329226  0.8023529   0.04236191    2.1178412
#> lag1_var2  -0.7437529  0.6122618  -1.42982269    0.1874184
#> lag1_var3  -0.3070567  1.0784307  -1.49049902    1.3389816
#> lag1_var4   0.9530411  0.8345760  -0.31308581    1.8849320
#> const     -11.0616122 12.7327196 -27.91538708    3.9028519
#> exo1        0.3443447  1.2615287  -1.35346517    1.9601945
#> exo2       -2.0264063  1.9668362  -4.61718596    0.6349039
#> exo3        0.7981080  1.0655565  -0.03733795    2.5594291
#> 
#> $ESP$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2494769 0.2533619 -0.15583969    0.5384236
#> lag1_var2 -0.1409790 0.2656185 -0.56552956    0.2015403
#> lag1_var3 -0.1392295 0.4630558 -0.87613550    0.4582267
#> lag1_var4  1.0603191 0.3769911  0.60472244    1.6799732
#> const     -1.1650523 5.2121410 -9.23088796    4.0813520
#> exo1       0.1512859 0.4615014 -0.49466911    0.7152502
#> exo2      -1.5755589 0.3206216 -1.97448817   -1.1120257
#> exo3       0.8190482 0.5182798  0.07055031    1.4152253
#> 
#> 
#> 
#> $EST
#> $EST$Sigma
#> $EST$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001789488 0.0004334104 0.001108403  0.002313739
#> 
#> $EST$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05821201 0.01941242 -0.08494376  -0.02923762
#> Sigma[2,2]  4.09436992 1.34009325  2.61271970   6.24767750
#> 
#> $EST$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04082995 0.01384543  0.02072953   0.06095858
#> Sigma[3,2] -2.61119521 0.91160814 -3.99796462  -1.57919895
#> Sigma[3,3]  2.00109412 0.64404054  1.28328706   2.97088875
#> 
#> $EST$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.005926783 0.004171692 -0.0002420648   0.01136048
#> Sigma[4,2] -0.159593704 0.205580893 -0.4347836522   0.12367257
#> Sigma[4,3]  0.462952528 0.129725570  0.2985081939   0.66250385
#> Sigma[4,4]  0.396000165 0.053584693  0.3154950215   0.45839491
#> 
#> 
#> $EST$A
#> $EST$A$equation1
#>                   mean         sd   5% quantile 95% quantile
#> lag1_var1  0.991277456 0.01143081  9.766579e-01   1.00702859
#> lag1_var2  0.007540892 0.02529672 -2.192399e-02   0.04251807
#> lag1_var3  0.004392627 0.04292462 -4.561316e-02   0.06529312
#> lag1_var4 -0.009718648 0.03986547 -6.558038e-02   0.03842818
#> const      0.522277066 0.33944060  3.333767e-02   0.89141087
#> exo1      -0.063471784 0.02138978 -8.957927e-02  -0.03525066
#> exo2      -0.008683366 0.02790490 -5.114006e-02   0.02726777
#> exo3       0.045581251 0.04292866 -7.309423e-06   0.10627735
#> 
#> $EST$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.3448513  0.4044205  -1.9161106   -0.8169875
#> lag1_var2  2.1571402  1.9605462  -0.9101902    4.3209323
#> lag1_var3  2.4212275  3.3406963  -2.7814417    6.0468983
#> lag1_var4 -2.2398151  3.2034106  -5.6108837    2.7947260
#> const     23.2299550 13.1839573   9.1787889   44.3315023
#> exo1       0.7603771  1.4527866  -1.1260521    2.8476972
#> exo2       1.9100054  2.4163804  -1.8238382    4.3318007
#> exo3       0.3807042  1.5267910  -2.0229213    2.1490684
#> 
#> $EST$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   2.1561331 0.2947603    1.904013    2.6844488
#> lag1_var2  -2.8073088 1.1019225   -4.388742   -1.3933735
#> lag1_var3  -3.8693506 1.8179524   -6.299654   -1.4449226
#> lag1_var4   4.4018635 1.7202080    2.008740    6.5641617
#> const     -23.4465103 9.4129835  -38.723288  -14.0066183
#> exo1       -0.6261068 1.2835821   -2.727042    0.8140436
#> exo2       -1.9089897 1.8651824   -4.385066    0.5868946
#> exo3       -0.8239608 1.2533498   -2.200033    1.0766920
#> 
#> $EST$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.4091493 0.2499953    1.049177    1.7337768
#> lag1_var2  -2.0185534 0.5933756   -2.889932   -1.3637954
#> lag1_var3  -3.2495638 0.9742575   -4.662954   -2.1215756
#> lag1_var4   3.8971486 0.9046703    2.869140    5.2045167
#> const     -11.2312343 2.9840405  -16.325326   -8.7695872
#> exo1       -0.1801538 0.8645663   -1.148687    1.1640071
#> exo2       -0.7768490 0.7890762   -1.916929    0.2454864
#> exo3       -0.6648692 0.7626341   -1.551321    0.4213154
#> 
#> 
#> 
#> $ETH
#> $ETH$Sigma
#> $ETH$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002060683 0.0007134044 0.001311273  0.003220567
#> 
#> $ETH$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003173067 0.001009164 -0.004622291 -0.002017212
#> Sigma[2,2]  0.021661543 0.003826756  0.017833945  0.027684475
#> 
#> $ETH$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002583646 0.001004627  0.001078812  0.003894689
#> Sigma[3,2] -0.012041214 0.004964491 -0.018914365 -0.004826370
#> Sigma[3,3]  0.030309530 0.005334945  0.023565061  0.037733305
#> 
#> $ETH$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 7.296244e-05 0.001145704 -0.001216649  0.001818116
#> Sigma[4,2] 5.307597e-03 0.003604743  0.001163845  0.011084387
#> Sigma[4,3] 2.148427e-02 0.004677346  0.016200077  0.028420176
#> Sigma[4,4] 2.666844e-02 0.005560154  0.020246462  0.035592522
#> 
#> 
#> $ETH$A
#> $ETH$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.008290112 0.01083682  0.99478178   1.02490490
#> lag1_var2 -0.077994164 0.07395663 -0.17795426   0.02123406
#> lag1_var3 -0.061121686 0.08942878 -0.19055017   0.05535981
#> lag1_var4  0.062255999 0.08938549 -0.04979578   0.19303764
#> const     -0.135394266 0.44497232 -0.86504120   0.34794742
#> exo1      -0.003383431 0.04463266 -0.03508288   0.07935675
#> exo2      -0.011336732 0.05022681 -0.07017047   0.05052160
#> exo3       0.018101235 0.05088678 -0.05892029   0.07228940
#> 
#> $ETH$A$equation2
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.0526470952 0.04868386 -0.01421848   0.10744560
#> lag1_var2  0.8411131001 0.17667668  0.63747555   1.09053572
#> lag1_var3  0.0777740883 0.23896426 -0.21894180   0.43303650
#> lag1_var4 -0.1249345270 0.22896640 -0.46727260   0.14947715
#> const      3.1319354922 1.31332745  1.57324545   5.27371968
#> exo1      -0.0941616878 0.09425713 -0.23190845   0.02818031
#> exo2       1.0364098610 0.14426936  0.81154738   1.20653544
#> exo3       0.0002956492 0.14827939 -0.18820224   0.17318989
#> 
#> $ETH$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.21114356 0.03884579  -0.2688468   -0.1647968
#> lag1_var2  0.40718016 0.21742435   0.1049349    0.6776829
#> lag1_var3  1.08468520 0.32440857   0.6117252    1.5097219
#> lag1_var4 -0.02463623 0.33012115  -0.4589528    0.4532291
#> const     -0.60195797 1.25468191  -2.5012110    1.1247786
#> exo1      -0.07326892 0.16729086  -0.2589033    0.1825820
#> exo2      -1.45562964 0.11675762  -1.6083004   -1.3258242
#> exo3       0.41915065 0.11511217   0.2402028    0.5623444
#> 
#> $ETH$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1719283 0.05533262  -0.2396444  -0.08566508
#> lag1_var2  0.6404734 0.16216098   0.4337453   0.87601427
#> lag1_var3  0.5899163 0.23878400   0.2954011   0.92536557
#> lag1_var4  0.4446684 0.24126771   0.1057691   0.75767394
#> const      0.9759192 1.40636902  -0.9533045   3.06058333
#> exo1      -0.1485989 0.14804593  -0.3351015   0.06217768
#> exo2      -0.6507768 0.11156081  -0.7645404  -0.47531761
#> exo3       0.4366995 0.11117659   0.2781376   0.59272056
#> 
#> 
#> 
#> $FIN
#> $FIN$Sigma
#> $FIN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004938455 9.488346e-05 0.0003692615 0.0006344664
#> 
#> $FIN$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009201633 0.00262787 -0.01274736 -0.005306407
#> Sigma[2,2]  1.010100233 0.23863290  0.75034054  1.406968212
#> 
#> $FIN$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009412757 0.00239175  0.005877249   0.01282314
#> Sigma[3,2] -0.834615624 0.24818121 -1.254895624  -0.58631595
#> Sigma[3,3]  0.787874000 0.26017013  0.531766922   1.21414323
#> 
#> $FIN$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00418224 0.001332266  0.002617834  0.006144307
#> Sigma[4,2] -0.24195468 0.131649915 -0.441917737 -0.116484834
#> Sigma[4,3]  0.30959699 0.131378181  0.181127595  0.506435143
#> Sigma[4,4]  0.18075045 0.062818142  0.120898898  0.284953030
#> 
#> 
#> $FIN$A
#> $FIN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.002865846 0.01349973  0.98559645   1.02211514
#> lag1_var2 -0.017801506 0.03280269 -0.06810202   0.02239880
#> lag1_var3 -0.038795991 0.05529476 -0.12384646   0.02863381
#> lag1_var4  0.028713691 0.05240832 -0.03473708   0.10931725
#> const      0.496114234 0.18995422  0.21413071   0.72558323
#> exo1       0.016661477 0.02576351 -0.03156774   0.03587840
#> exo2      -0.038133993 0.01832090 -0.06325448  -0.01178433
#> exo3       0.007430002 0.02913349 -0.03332088   0.04686437
#> 
#> $FIN$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -2.442709  0.7177689  -3.2386837  -1.29241027
#> lag1_var2  2.724439  1.6129547   0.4498514   4.58626613
#> lag1_var3  3.317166  2.7572377  -0.5558978   6.55059495
#> lag1_var4 -2.402199  2.5956830  -5.3252803   1.28961719
#> const     11.243017 13.0784890 -10.3499361  24.67612031
#> exo1      -1.198708  0.7475184  -1.9580001  -0.02039093
#> exo2       1.255371  1.1806526  -0.5106712   2.80528235
#> exo3       0.549061  0.9999199  -0.7834946   1.86591830
#> 
#> $FIN$A$equation3
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.98699998  0.6933694   0.80419595   2.51335110
#> lag1_var2 -1.14345217  1.4607120  -2.61106135   1.18605293
#> lag1_var3 -1.23262251  2.4788904  -3.75775213   2.69041951
#> lag1_var4  1.46971541  2.3317544  -2.20595339   3.82034217
#> const     -7.88337177 11.8538578 -20.32262651  11.88348202
#> exo1       1.05142372  0.6181234   0.03936204   1.58623528
#> exo2      -1.28451440  1.0045215  -2.72964773  -0.01720237
#> exo3       0.02431942  0.8901203  -1.03404819   1.20963921
#> 
#> $FIN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4793133 0.3405889 -0.06162408   0.75556536
#> lag1_var2  0.1942957 0.6559770 -0.31161087   1.28529346
#> lag1_var3  0.2686430 1.0970450 -0.58786904   2.07207164
#> lag1_var4  0.5485164 1.0258164 -1.11434862   1.37440490
#> const     -1.8697588 4.7407425 -7.15420825   5.25321914
#> exo1       0.3323221 0.3618720 -0.14534870   0.78819074
#> exo2      -0.5754563 0.3920173 -1.12721466  -0.06302627
#> exo3       0.3771199 0.4294822 -0.11412410   0.95017585
#> 
#> 
#> 
#> $FJI
#> $FJI$Sigma
#> $FJI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001291594 0.0002062135 0.001011642  0.001575914
#> 
#> $FJI$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0004055572 0.0009916291 -0.001910459 0.0008205339
#> Sigma[2,2]  0.0220351957 0.0078871246  0.013884183 0.0340304705
#> 
#> $FJI$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] 0.006894067 0.003463341 0.003346697   0.01232625
#> Sigma[3,2] 0.030222427 0.019116356 0.010473981   0.06129769
#> Sigma[3,3] 0.463506818 0.068451208 0.385072543   0.57371061
#> 
#> $FJI$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.006979734 0.003895957 0.003113377   0.01318016
#> Sigma[4,2] 0.044898394 0.023782173 0.021989568   0.08473278
#> Sigma[4,3] 0.503372928 0.075135530 0.421957200   0.62253930
#> Sigma[4,4] 0.553963409 0.083899002 0.455077828   0.68176184
#> 
#> 
#> $FJI$A
#> $FJI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.991060784 0.02420090  0.96363782  1.021277979
#> lag1_var2  0.003391107 0.08449111 -0.11962018  0.113262670
#> lag1_var3 -0.046521383 0.14093288 -0.24157761  0.137478204
#> lag1_var4  0.037967942 0.13762431 -0.14230257  0.230405031
#> const      0.599445480 0.35837982  0.18667588  1.037098358
#> exo1      -0.020424614 0.01763486 -0.03878289  0.004735387
#> exo2      -0.203981230 0.02022051 -0.22794146 -0.176786234
#> exo3      -0.082069555 0.03233830 -0.12610987 -0.038257877
#> 
#> $FJI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.11004178 0.09983369 -0.23316833   0.03916889
#> lag1_var2  0.98581373 0.29735432  0.52717203   1.32187804
#> lag1_var3  0.45484056 0.49741209 -0.26133912   1.03905640
#> lag1_var4 -0.41840469 0.48011597 -0.98965211   0.27509325
#> const      1.52678451 1.29821498 -0.03472884   3.51011947
#> exo1      -0.07290642 0.09727640 -0.21589161   0.04077676
#> exo2       0.34297294 0.12723923  0.14170051   0.50219159
#> exo3       0.22441349 0.16833216 -0.02039150   0.41232272
#> 
#> $FJI$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.004528816 0.3541829 -0.51770872  0.488238495
#> lag1_var2  1.395977998 1.6538421 -0.87066753  3.698745099
#> lag1_var3  3.265983116 2.3330885 -0.08653233  6.163055192
#> lag1_var4 -2.394173359 2.2717744 -5.24464995  0.888765435
#> const      7.455529035 5.5612790 -0.80264308 13.968885278
#> exo1       0.583780011 0.5313859 -0.19310546  1.229219608
#> exo2      -1.956791467 0.5825567 -2.81811067 -1.192990335
#> exo3      -0.984802812 0.6043073 -1.61240402  0.008667296
#> 
#> $FJI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07518639 0.3983754  -0.6575072    0.4807774
#> lag1_var2  1.69436506 1.7633821  -0.7323733    4.1487578
#> lag1_var3  3.05678119 2.4969154  -0.5914443    6.1478846
#> lag1_var4 -2.15122994 2.4340990  -5.2135514    1.4179175
#> const      7.76989244 6.4126664  -1.3836982   15.3768632
#> exo1       0.56479324 0.5676040  -0.2736942    1.2470722
#> exo2      -1.84168826 0.6518714  -2.7786171   -0.9887753
#> exo3      -0.89968052 0.6413452  -1.4973696    0.1563240
#> 
#> 
#> 
#> $FRA
#> $FRA$Sigma
#> $FRA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002060159 7.158534e-05 0.0001321702 0.0003174112
#> 
#> $FRA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004955983 0.001908533 -0.007758796 -0.002594959
#> Sigma[2,2]  0.457377745 0.129186447  0.314533559  0.641841656
#> 
#> $FRA$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002104332 0.0008190314  0.0008019556  0.003101379
#> Sigma[3,2] -0.233928221 0.0696357342 -0.3287081573 -0.137143582
#> Sigma[3,3]  0.166099442 0.0530531308  0.0908859994  0.230446698
#> 
#> $FRA$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0007299754 0.000938938 -0.002198637  0.000402832
#> Sigma[4,2]  0.0227312794 0.033730226 -0.021409977  0.077038213
#> Sigma[4,3]  0.0392974634 0.022854201  0.013695830  0.076007653
#> Sigma[4,4]  0.0570168087 0.015815014  0.040757249  0.082144931
#> 
#> 
#> $FRA$A
#> $FRA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.986597559 0.01546214  0.96786065   1.00549075
#> lag1_var2 -0.015603866 0.02403452 -0.03904359   0.02501514
#> lag1_var3 -0.032983448 0.04520640 -0.07617067   0.04412741
#> lag1_var4  0.029858479 0.04328123 -0.04413378   0.07036751
#> const      0.544614355 0.20697923  0.20043580   0.74357709
#> exo1      -0.004322312 0.02114860 -0.02528473   0.02941708
#> exo2      -0.083098135 0.01819639 -0.10721312  -0.05947311
#> exo3       0.048119800 0.02090874  0.01767452   0.07664530
#> 
#> $FRA$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.5591466  0.8851288 -2.64654885   -0.3654657
#> lag1_var2  2.7594861  1.3588724  0.93005382    4.6107033
#> lag1_var3  3.3642857  2.4751877  0.02554239    6.7022461
#> lag1_var4 -2.8041430  2.3765167 -6.29190877    0.2374400
#> const     14.1665624 10.8586152 -1.66124268   29.3108184
#> exo1      -0.8108634  0.6418424 -1.66390682    0.1800452
#> exo2      -0.2362153  0.7704288 -1.20097429    0.7101192
#> exo3       0.2994398  1.0012331 -0.94248433    1.8194401
#> 
#> $FRA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.82964276 0.4184583  0.32268620    1.4284816
#> lag1_var2 -0.04496871 0.7740387 -1.01667900    0.9233829
#> lag1_var3  0.88128029 1.4151912 -0.86751283    2.6725036
#> lag1_var4 -0.24726893 1.3656988 -1.93403667    1.5567585
#> const     -3.34116637 5.6834736 -9.69564868    5.9039130
#> exo1       0.47024437 0.4226990 -0.11085275    1.0594850
#> exo2      -0.69667002 0.2992526 -1.15202511   -0.4019369
#> exo3       0.62882001 0.5223634 -0.08628019    1.3801628
#> 
#> $FRA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05107227 0.1753702  -0.2756753    0.1955809
#> lag1_var2  1.21437842 0.3177892   0.7377055    1.6517194
#> lag1_var3  2.26608729 0.5811822   1.4045037    3.0821839
#> lag1_var4 -1.30042223 0.5952810  -2.1170639   -0.4399872
#> const      3.85791497 2.2190338   1.3625901    7.3164326
#> exo1       0.01940918 0.1936778  -0.2225999    0.3148328
#> exo2      -0.90366608 0.3226980  -1.3148913   -0.4423422
#> exo3       0.85531612 0.2594707   0.5054929    1.1988555
#> 
#> 
#> 
#> $GAB
#> $GAB$Sigma
#> $GAB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000891138 0.0002488543 0.0005930088  0.001288188
#> 
#> $GAB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003383862 0.001169222 -0.00506780 -0.001626639
#> Sigma[2,2]  0.107151603 0.031435841  0.07697864  0.156825550
#> 
#> $GAB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001263377 0.001829302 -0.001367005  0.003884977
#> Sigma[3,2] -0.092752135 0.037193122 -0.149178645 -0.054354195
#> Sigma[3,3]  0.138309842 0.047770554  0.080821415  0.209259120
#> 
#> $GAB$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0005155056 0.002211317 -0.003818329  0.002001902
#> Sigma[4,2] -0.0503135314 0.029929524 -0.092988333 -0.010886979
#> Sigma[4,3]  0.1156310595 0.038802178  0.067483366  0.175204647
#> Sigma[4,4]  0.1134627355 0.033363656  0.075795680  0.166764765
#> 
#> 
#> $GAB$A
#> $GAB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.948892796 0.03704627  0.90573160   1.00195324
#> lag1_var2  0.015929577 0.04694201 -0.04635163   0.06395925
#> lag1_var3  0.001936512 0.08854861 -0.11716615   0.10056486
#> lag1_var4  0.002188918 0.07603554 -0.07997088   0.11004772
#> const      0.723304581 0.20384939  0.40961758   0.93395751
#> exo1      -0.027619676 0.02651179 -0.05587113   0.01293888
#> exo2      -0.055158749 0.02341184 -0.08137350  -0.02009813
#> exo3       0.006967993 0.02170694 -0.02358998   0.03715655
#> 
#> $GAB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03025199 0.3023155 -0.42740923    0.3696741
#> lag1_var2  1.08653923 0.4238913  0.52067597    1.6074830
#> lag1_var3  0.30935828 0.9605132 -1.02036072    1.4626335
#> lag1_var4 -0.28540443 0.8483497 -1.34086944    0.9108296
#> const      0.79411643 3.2078857 -4.01025188    4.4597346
#> exo1       0.60679700 0.4387460  0.01216937    1.2347921
#> exo2       0.84559433 0.2920546  0.36596590    1.1344823
#> exo3       0.03795591 0.2619771 -0.29629157    0.4357335
#> 
#> $GAB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1110239 0.3356999 -0.29083945    0.5947003
#> lag1_var2  0.4200079 0.5438307 -0.42774031    1.0074849
#> lag1_var3  1.9300397 1.2321923  0.04054334    3.3495101
#> lag1_var4 -1.0077682 1.1165293 -2.27978321    0.6853893
#> const      1.9623346 4.1813864 -2.93745367    8.2597740
#> exo1      -0.5839329 0.4409677 -1.19061375   -0.1130522
#> exo2      -2.6691869 0.4175505 -3.13432559   -2.0914805
#> exo3      -0.4805268 0.2809013 -0.88620551   -0.1584333
#> 
#> $GAB$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.08643282 0.2883847 -0.272551975   0.52783426
#> lag1_var2  0.72673137 0.4699434  0.006630645   1.21777087
#> lag1_var3  1.66634778 1.0277843  0.129018160   2.68032275
#> lag1_var4 -0.70560262 0.9320910 -1.617648892   0.65473882
#> const      1.70590283 3.2940175 -2.285994755   6.91787085
#> exo1      -0.35726225 0.3390022 -0.872011137  -0.03477841
#> exo2      -2.85013189 0.3835524 -3.377246028  -2.33396275
#> exo3      -0.62213507 0.2391860 -0.987996455  -0.35017060
#> 
#> 
#> 
#> $GBR
#> $GBR$Sigma
#> $GBR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002984052 5.984484e-05 0.0002338645 0.0003947448
#> 
#> $GBR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008194997 0.002855046 -0.01267428 -0.004900366
#> Sigma[2,2]  0.464922830 0.115760277  0.31369127  0.632229683
#> 
#> $GBR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005224238 0.001590011  0.003526232  0.007661272
#> Sigma[3,2] -0.296579696 0.069533288 -0.402420804 -0.221582026
#> Sigma[3,3]  0.217904973 0.047319400  0.163326127  0.285043886
#> 
#> $GBR$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0001222867 0.0005750274 -0.0005086577   0.00104071
#> Sigma[4,2] -0.0079972197 0.0262431634 -0.0477812750   0.01952345
#> Sigma[4,3]  0.0354613106 0.0193332785  0.0191512713   0.06857789
#> Sigma[4,4]  0.0322858924 0.0067603929  0.0231562501   0.04163918
#> 
#> 
#> $GBR$A
#> $GBR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.995194304 0.02026568  0.96794784   1.02446163
#> lag1_var2  0.006735436 0.03727628 -0.04210228   0.05267716
#> lag1_var3  0.007608851 0.06209538 -0.07494837   0.08422995
#> lag1_var4 -0.014066740 0.05719356 -0.08064089   0.06298558
#> const      0.547988509 0.20358312  0.26951711   0.83329280
#> exo1      -0.014780750 0.01279314 -0.03083471   0.00351297
#> exo2      -0.112928882 0.01293160 -0.13090921  -0.09495327
#> exo3       0.056183169 0.01708316  0.03210668   0.08239902
#> 
#> $GBR$A$equation2
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1 -8.698995e-01 0.7927469  -1.7681003    0.3561783
#> lag1_var2  9.406663e-01 1.3110210  -0.7200458    3.0060226
#> lag1_var3  1.397487e-01 2.1734380  -2.6383409    3.5220333
#> lag1_var4  2.289145e-01 2.0682657  -3.1114594    2.6162090
#> const      2.592787e+00 6.5435041  -5.2884235   12.5243281
#> exo1      -4.087183e-05 0.4476554  -0.6569481    0.5567999
#> exo2       3.634111e-01 0.4803042  -0.2817533    1.0012173
#> exo3       3.479855e-01 0.5767564  -0.6313654    0.8006135
#> 
#> $GBR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8590872 0.5142404   0.1117300    1.5189974
#> lag1_var2  0.2054465 0.7745106  -0.8262591    1.3515820
#> lag1_var3  1.2434055 1.2912596  -0.4986296    3.1609786
#> lag1_var4 -0.6436132 1.2336717  -2.3049500    1.0986842
#> const      0.2145444 3.8658979  -5.9867740    4.2744380
#> exo1       0.0875682 0.2915461  -0.2753059    0.4373324
#> exo2      -0.6623262 0.3591533  -1.0009078   -0.1033113
#> exo3      -0.7852376 0.3353999  -1.1291683   -0.2838093
#> 
#> $GBR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.33654352 0.1899081  0.02948796    0.5625280
#> lag1_var2  0.42710541 0.2865164  0.09855578    0.8446952
#> lag1_var3  0.75086927 0.4687305  0.19346889    1.4193274
#> lag1_var4  0.08476462 0.4392137 -0.59301833    0.5685406
#> const      0.91161856 1.7867456 -1.52309550    3.3014829
#> exo1       0.09880415 0.1329546 -0.07349648    0.2782521
#> exo2      -0.45472646 0.2214461 -0.76772197   -0.1815437
#> exo3      -0.59352152 0.1311065 -0.73840382   -0.3808431
#> 
#> 
#> 
#> $GEO
#> $GEO$Sigma
#> $GEO$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01036038 0.002698026 0.007324227    0.0144286
#> 
#> $GEO$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02393568 0.02525644 -0.06343259  0.007259362
#> Sigma[2,2]  1.98167453 0.60150168  1.60273167  2.970777657
#> 
#> $GEO$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.02181762 0.01900025 -0.04776076  0.004765211
#> Sigma[3,2] -0.94976350 0.43057507 -1.58605166 -0.506699150
#> Sigma[3,3]  1.24397068 0.26994360  0.94447607  1.659148510
#> 
#> $GEO$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.04267893 0.01472351 -0.06650303  -0.02850815
#> Sigma[4,2]  0.41301559 0.25078530  0.11901568   0.77297735
#> Sigma[4,3]  0.70617539 0.16445554  0.52258160   0.91581522
#> Sigma[4,4]  1.12393879 0.30750109  0.79763313   1.60620882
#> 
#> 
#> $GEO$A
#> $GEO$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.91614506 0.02867942  0.870645798   0.94978673
#> lag1_var2  0.12641618 0.05399078  0.053713524   0.20439198
#> lag1_var3  0.15625152 0.08348279  0.044070753   0.28037514
#> lag1_var4 -0.15430351 0.07816969 -0.263155437  -0.04407879
#> const      1.49653917 0.57046689  0.909533121   2.41337315
#> exo1       0.02422091 0.04983022 -0.044292555   0.09231509
#> exo2      -0.01983005 0.10693457 -0.169093225   0.11731061
#> exo3       0.10271340 0.07451495  0.007018839   0.20539321
#> 
#> $GEO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7139031  0.439963   -1.211101   -0.0217053
#> lag1_var2  2.9223351  1.226188    1.634733    4.8884708
#> lag1_var3  3.1623653  1.796603    1.242885    6.0378750
#> lag1_var4 -2.8541349  1.620888   -5.475832   -1.1167445
#> const     -1.5809565 15.343629  -23.786060   16.7036057
#> exo1       2.7623070  1.533456    1.150416    5.0229641
#> exo2       0.3003809  1.425786   -1.904472    1.7391796
#> exo3       0.2056383  1.520023   -1.719348    2.2857072
#> 
#> $GEO$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1930202  0.5372930  -0.5896391    0.8530925
#> lag1_var2 -0.3042573  0.8750564  -1.4762043    0.8433873
#> lag1_var3  0.3509000  1.2408359  -1.2818116    1.9570723
#> lag1_var4  0.5339240  1.1163809  -0.9203000    2.0444876
#> const      1.2376067 12.0584854 -12.8832925   19.6627734
#> exo1      -1.6265077  0.8387069  -2.6883242   -0.4516080
#> exo2       0.1663658  1.3159955  -1.7429607    1.9222967
#> exo3       0.6053002  0.9310446  -0.3189934    2.1503220
#> 
#> $GEO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3352366 0.4459079 -0.87833203    0.1790979
#> lag1_var2  1.2670431 0.9116119 -0.09263378    2.4824142
#> lag1_var3  1.8859076 1.3222197 -0.07586672    3.6294835
#> lag1_var4 -0.7576543 1.1883417 -2.40562466    0.9744290
#> const     -1.2448602 6.1898567 -9.80915826    7.1217822
#> exo1       0.1324921 1.1628085 -1.61531356    1.5917387
#> exo2       0.4172135 1.3177173 -1.38765542    2.0889368
#> exo3       0.8535940 0.9653155 -0.13572982    2.4724366
#> 
#> 
#> 
#> $GHA
#> $GHA$Sigma
#> $GHA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003838232 6.332458e-05 0.0003091003 0.0004819368
#> 
#> $GHA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00557152 0.001526752 -0.00782912 -0.003761192
#> Sigma[2,2]  0.54967221 0.086119404  0.46118660  0.683998203
#> 
#> $GHA$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.002811559 0.001094612   0.0016590  0.004645201
#> Sigma[3,2] -0.408185056 0.070573217  -0.5184849 -0.349380138
#> Sigma[3,3]  0.331618010 0.062021356   0.2757135  0.434018403
#> 
#> $GHA$Sigma$equation4
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001171352 0.0004556411 -0.001854709 -0.0007411729
#> Sigma[4,2] -0.016997635 0.0209389807 -0.048820811  0.0034562898
#> Sigma[4,3]  0.043829580 0.0192894202  0.025077795  0.0754233317
#> Sigma[4,4]  0.035340087 0.0083657015  0.026266225  0.0481617089
#> 
#> 
#> $GHA$A
#> $GHA$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.97607517 0.008430249  0.96326432   0.98499397
#> lag1_var2  0.06093149 0.033611978  0.01684474   0.10768610
#> lag1_var3  0.08450489 0.045290417  0.02659332   0.14865473
#> lag1_var4 -0.08615767 0.044685517 -0.14956303  -0.02962402
#> const      0.75040124 0.200256017  0.52189097   1.01644518
#> exo1       0.03484177 0.018040642  0.01010777   0.06112484
#> exo2      -0.04811566 0.015861251 -0.07042071  -0.02732900
#> exo3       0.01091761 0.017793402 -0.01118208   0.03760828
#> 
#> $GHA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.22725628 0.3242027  -0.2413638    0.6851026
#> lag1_var2 -2.13342219 1.1494795  -3.6161155   -0.4674334
#> lag1_var3 -3.99735558 1.5127184  -5.9879440   -1.8244724
#> lag1_var4  4.04362038 1.5124511   1.8719178    6.0380313
#> const     -7.68576268 9.5828878 -18.8945697    7.0959369
#> exo1       0.04753797 0.6470451  -0.7860747    0.9904346
#> exo2       0.36291915 0.8349700  -0.4858122    1.6279664
#> exo3       0.29657256 0.5728624  -0.5698970    1.0653078
#> 
#> $GHA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08221872 0.2366069  -0.3880690   0.23873296
#> lag1_var2  2.13080237 0.7878418   1.0707855   3.33377540
#> lag1_var3  3.69810787 1.0482899   2.3178688   5.30498450
#> lag1_var4 -2.76474752 1.0339602  -4.3151960  -1.38675858
#> const      5.70293447 7.3581022  -5.6997116  13.70225629
#> exo1      -0.09306415 0.4619858  -0.8122035   0.41828537
#> exo2      -0.75787797 0.6086025  -1.6832414  -0.09611845
#> exo3      -0.22564566 0.4720846  -0.7227886   0.45340945
#> 
#> $GHA$A$equation4
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.080615084 0.06984939  0.007579416   0.17925418
#> lag1_var2  0.117691053 0.43769460 -0.549434453   0.65169886
#> lag1_var3  0.158495673 0.59542497 -0.748565308   0.87954920
#> lag1_var4  0.826032708 0.57904809  0.127947997   1.71022022
#> const     -1.091277890 1.34112310 -3.109393764   0.45346866
#> exo1      -0.068528231 0.10522244 -0.216080286   0.06635724
#> exo2      -0.515703277 0.17844936 -0.751526491  -0.26418433
#> exo3       0.007522971 0.21130147 -0.332319509   0.23205974
#> 
#> 
#> 
#> $GIN
#> $GIN$Sigma
#> $GIN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004043368 0.0001232554 0.0002329367 0.0005629667
#> 
#> $GIN$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001261044 0.0005385528 -0.002026187 -0.0006013505
#> Sigma[2,2]  0.014678069 0.0032816017  0.011240504  0.0202905963
#> 
#> $GIN$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001532032 0.001657376 -0.0001735698  0.004036976
#> Sigma[3,2] -0.024519950 0.008936206 -0.0387913909 -0.015279230
#> Sigma[3,3]  0.117805611 0.035678952  0.0743378498  0.169498424
#> 
#> $GIN$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0008035251 0.001503635 -0.0006503399  0.003172201
#> Sigma[4,2] -0.0166938756 0.008078832 -0.0294368114 -0.008452031
#> Sigma[4,3]  0.1078996271 0.033890025  0.0683887115  0.157360821
#> Sigma[4,4]  0.1023451392 0.032591581  0.0657318092  0.149945200
#> 
#> 
#> $GIN$A
#> $GIN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.977389531 0.02301810  0.94902131   1.00717047
#> lag1_var2  0.015991446 0.04587225 -0.04252992   0.07860069
#> lag1_var3  0.035382749 0.08152813 -0.07072979   0.12618317
#> lag1_var4 -0.038106939 0.07911980 -0.12663917   0.06421262
#> const      0.742924747 0.40831451  0.21613356   1.29447815
#> exo1      -0.002973307 0.01799607 -0.02664164   0.02165036
#> exo2      -0.017005861 0.02484134 -0.04528244   0.02084509
#> exo3      -0.001490067 0.02420472 -0.02432186   0.03513338
#> 
#> $GIN$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.18320780 0.12703115  0.004892172    0.3387354
#> lag1_var2  0.35420870 0.34039029 -0.060451175    0.8668518
#> lag1_var3 -0.45683750 0.56238903 -1.195404025    0.3359838
#> lag1_var4  0.43422204 0.54174806 -0.331317827    1.1441130
#> const     -0.98046417 2.10116701 -3.910764340    1.9321470
#> exo1       0.06352407 0.11119552 -0.100147072    0.1985317
#> exo2       0.83635305 0.09816661  0.709106918    0.9494532
#> exo3       0.11403265 0.12262349 -0.065650992    0.2692617
#> 
#> $GIN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7155221 0.3469522  -1.1647842  -0.21244550
#> lag1_var2  1.7790113 0.9011866   0.3868026   2.81915219
#> lag1_var3  3.6150802 1.3964310   1.3952395   5.17331309
#> lag1_var4 -2.5037512 1.3469100  -3.9978364  -0.35751126
#> const      8.0818721 5.4105831   1.4058026  14.58058882
#> exo1      -0.4034184 0.3587777  -0.9002587   0.05205355
#> exo2      -0.1825223 0.3020930  -0.6355904   0.12029070
#> exo3       0.4400543 0.3309654   0.1577633   1.00202027
#> 
#> $GIN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6438097 0.2922433  -1.0475903 -0.247469835
#> lag1_var2  1.7077825 0.7718174   0.5582976  2.698649462
#> lag1_var3  2.8569954 1.1953928   1.0702808  4.378934968
#> lag1_var4 -1.7352154 1.1522807  -3.1958281 -0.009871043
#> const      6.8618732 4.5319193   1.2016959 12.376496806
#> exo1      -0.3815608 0.3417968  -0.8203258  0.076228213
#> exo2       0.2618539 0.3109125  -0.1961940  0.568640047
#> exo3       0.5154412 0.3370259   0.1871855  1.064704957
#> 
#> 
#> 
#> $GMB
#> $GMB$Sigma
#> $GMB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001153761 0.0002521032 0.0008639926    0.0015019
#> 
#> $GMB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005267294 0.003342146 -0.01054813 -0.001312139
#> Sigma[2,2]  0.226636234 0.073911125  0.14647236  0.345140724
#> 
#> $GMB$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003251727 0.002844205 -0.0002069535  0.007637255
#> Sigma[3,2] -0.164403410 0.057482186 -0.2518736578 -0.104040779
#> Sigma[3,3]  0.125872943 0.045040237  0.0789709136  0.196211455
#> 
#> $GMB$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0001253974 0.001141904 -0.001102535  0.001951355
#> Sigma[4,2] -0.0309234135 0.015382633 -0.054466714 -0.012394836
#> Sigma[4,3]  0.0295486074 0.011940166  0.016592799  0.048170258
#> Sigma[4,4]  0.0119632434 0.003487635  0.007832662  0.016814638
#> 
#> 
#> $GMB$A
#> $GMB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.945511533 0.03336914  0.88662887   0.97470471
#> lag1_var2 -0.003678482 0.03517200 -0.05620113   0.03663156
#> lag1_var3  0.007382079 0.06289573 -0.08684345   0.08063558
#> lag1_var4  0.000336503 0.06030144 -0.07936472   0.08769175
#> const      0.779562499 0.19940682  0.58918347   1.09513599
#> exo1       0.035805612 0.03578803 -0.01588659   0.07603060
#> exo2      -0.061403106 0.04523773 -0.13588641  -0.01366569
#> exo3      -0.009515117 0.01944490 -0.03901105   0.01212743
#> 
#> $GMB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.23933110 0.8218047  -0.9172511    1.2505661
#> lag1_var2  1.59710293 0.6494519   0.6430182    2.4112711
#> lag1_var3  1.06325421 1.1135124  -0.6565120    2.4175450
#> lag1_var4 -1.20272138 1.0115717  -2.4169946    0.4463748
#> const      3.31959126 5.4686132  -3.2248972   11.6666731
#> exo1       0.01362863 0.7409130  -0.6869699    1.2772945
#> exo2       1.67011038 0.5207418   1.1960382    2.4516495
#> exo3       0.77087446 0.4077566   0.3434836    1.4048107
#> 
#> $GMB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05156862 0.6199252  -0.7926136   0.85084758
#> lag1_var2 -0.43072440 0.4885582  -1.0610685   0.19815105
#> lag1_var3  0.24172632 0.8335994  -0.8264416   1.40694985
#> lag1_var4  0.78029879 0.7616177  -0.3570394   1.75315609
#> const     -2.27938469 4.0394750  -8.4885401   2.31365011
#> exo1      -0.02930290 0.5711988  -0.9882923   0.50046892
#> exo2      -1.63724911 0.4177174  -2.2639744  -1.27021391
#> exo3      -0.35208064 0.3163664  -0.8228025  -0.01293499
#> 
#> $GMB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.21885687 0.1910698 -0.05783253    0.4509147
#> lag1_var2  0.07752343 0.1450545 -0.10704388    0.2870463
#> lag1_var3  0.12794690 0.2390083 -0.18768803    0.4483708
#> lag1_var4  0.82515374 0.2079882  0.56911492    1.1004118
#> const     -1.67465781 1.0101764 -3.12716510   -0.5359594
#> exo1      -0.02005176 0.1580061 -0.24419963    0.1875734
#> exo2      -0.66586166 0.1255178 -0.86289396   -0.5282328
#> exo3       0.12363730 0.1191540 -0.06342666    0.2407076
#> 
#> 
#> 
#> $GNB
#> $GNB$Sigma
#> $GNB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004252561 0.0007360317  0.00360305  0.005488849
#> 
#> $GNB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003448748 0.001141635 -0.005105974 -0.002094917
#> Sigma[2,2]  0.010075478 0.002819236  0.007405039  0.014691538
#> 
#> $GNB$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001614761 0.0009076815  0.0000214179  0.002640189
#> Sigma[3,2] -0.005387777 0.0018366182 -0.0077284692 -0.002909909
#> Sigma[3,3]  0.009430655 0.0023582646  0.0066103062  0.013189808
#> 
#> $GNB$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003984946 0.0009815861 -0.001533556  0.001155340
#> Sigma[4,2]  0.0004997360 0.0012751980 -0.001037195  0.002406944
#> Sigma[4,3]  0.0066414541 0.0017808683  0.005012337  0.009786390
#> Sigma[4,4]  0.0073371319 0.0019079043  0.005134145  0.010548728
#> 
#> 
#> $GNB$A
#> $GNB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.975876584 0.04106890  0.92005029   1.03733670
#> lag1_var2  0.110070311 0.13036904 -0.03773926   0.30715365
#> lag1_var3  0.137089434 0.26677402 -0.17949486   0.54201700
#> lag1_var4 -0.146844356 0.27197380 -0.56341608   0.18169943
#> const      0.972904632 1.17429703 -0.66974173   2.68063505
#> exo1      -0.017637311 0.04109395 -0.08348489   0.02183154
#> exo2      -0.007189016 0.06513230 -0.09724272   0.06227578
#> exo3       0.004575437 0.07250850 -0.10076256   0.10224393
#> 
#> $GNB$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.01827491 0.05816004 -0.08971119   0.07105342
#> lag1_var2  0.41745896 0.19304526  0.13899133   0.63371891
#> lag1_var3 -0.25033609 0.37878938 -0.83232678   0.14913162
#> lag1_var4  0.27699971 0.37633241 -0.11527562   0.84998373
#> const      0.27775467 1.20257858 -1.25868888   1.77777804
#> exo1       0.02326883 0.07630360 -0.07131982   0.11134233
#> exo2       0.39671784 0.08424453  0.29109065   0.50811820
#> exo3       0.19232519 0.10546712  0.06301560   0.34376412
#> 
#> $GNB$A$equation3
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.009360495 0.05631071 -0.09547985   0.05029468
#> lag1_var2  0.748211550 0.22680719  0.53664206   1.12832799
#> lag1_var3  1.816825214 0.42970626  1.29728362   2.50784221
#> lag1_var4 -0.865574909 0.42325613 -1.54224333  -0.34639898
#> const      1.614386559 0.84402730  0.63839048   2.98439642
#> exo1      -0.054023795 0.09607129 -0.19920975   0.02708070
#> exo2      -0.691384177 0.07846798 -0.78612965  -0.57177362
#> exo3       0.196460497 0.10596410  0.01290524   0.29332739
#> 
#> $GNB$A$equation4
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.0004635531 0.04099773 -0.06069155   0.05035232
#> lag1_var2  0.6843922923 0.15205497  0.50357245   0.92395827
#> lag1_var3  1.1324523526 0.24721055  0.87808708   1.49670213
#> lag1_var4 -0.1521692665 0.24273667 -0.50513701   0.10252493
#> const      0.9484143904 0.55995539  0.24866185   1.80656493
#> exo1      -0.0444713692 0.08317441 -0.16752161   0.06453155
#> exo2      -0.4887365625 0.05547937 -0.55254927  -0.39940607
#> exo3       0.3154434063 0.06086868  0.20908276   0.37946028
#> 
#> 
#> 
#> $GNQ
#> $GNQ$Sigma
#> $GNQ$Sigma$equation1
#>                 mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0216021 0.002544808  0.01831023    0.0249391
#> 
#> $GNQ$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002473463 0.002690840 -0.006737628 0.0009003283
#> Sigma[2,2]  0.009079138 0.002266025  0.006888120 0.0127866336
#> 
#> $GNQ$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -2.382796e-05 0.006400408 -0.01078104  0.007589851
#> Sigma[3,2] -1.097509e-02 0.005960219 -0.02000609 -0.003170965
#> Sigma[3,3]  5.913646e-02 0.022663455  0.03675008  0.095821692
#> 
#> $GNQ$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.001427903 0.006692071 -0.01215531  0.006819519
#> Sigma[4,2] -0.006494791 0.005823551 -0.01443673  0.001746457
#> Sigma[4,3]  0.057993868 0.022515337  0.03488917  0.093787697
#> Sigma[4,4]  0.059506547 0.022956231  0.03529252  0.094347751
#> 
#> 
#> $GNQ$A
#> $GNQ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92226980 0.02296407  0.89663941   0.95649281
#> lag1_var2 -0.12501639 0.15041348 -0.34157845   0.08883537
#> lag1_var3 -0.35621129 0.29382902 -0.72163857   0.03008346
#> lag1_var4  0.36306354 0.28932899 -0.02629145   0.71519517
#> const      0.85076141 1.10469569 -0.25927512   2.60517116
#> exo1       0.07787943 0.10871772 -0.05443845   0.23245873
#> exo2      -0.10639760 0.20429419 -0.37356795   0.18262681
#> exo3       0.04296722 0.15990639 -0.14047241   0.26054086
#> 
#> $GNQ$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.03231279 0.02226937 -0.004256149   0.05414233
#> lag1_var2  0.70477195 0.14951355  0.561256202   0.92085964
#> lag1_var3  0.08542246 0.28697826 -0.208634897   0.49509951
#> lag1_var4 -0.06961233 0.28433927 -0.479982269   0.21423984
#> const      1.18895736 0.89272084  0.204884390   2.45996331
#> exo1      -0.08583345 0.07350771 -0.183886586   0.02758190
#> exo2       0.72495688 0.07274401  0.635816404   0.83105922
#> exo3       0.35060235 0.12430792  0.198685561   0.52744804
#> 
#> $GNQ$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1896489 0.04743877  -0.2351240   -0.1047862
#> lag1_var2  1.7751467 0.38307277   1.1482529    2.1949798
#> lag1_var3  3.1012267 0.71144982   1.8577969    3.7989319
#> lag1_var4 -2.2106773 0.72012702  -2.8980160   -0.9378368
#> const      5.6007153 2.82362443   2.2349376   10.2020151
#> exo1       0.1166936 0.18703898  -0.1202661    0.3701297
#> exo2      -2.8162869 0.28399342  -3.2153581   -2.4524752
#> exo3      -0.8579113 0.31777224  -1.3454201   -0.4894555
#> 
#> $GNQ$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.18934260 0.0435705  -0.2366531   -0.1147627
#> lag1_var2  1.94206350 0.3697360   1.3543008    2.3547471
#> lag1_var3  2.67860101 0.6983247   1.4412968    3.2992093
#> lag1_var4 -1.76598626 0.7059393  -2.3731013   -0.5057083
#> const      5.64534365 2.8938242   2.5790325   10.6437433
#> exo1       0.07229699 0.2048684  -0.1792676    0.3760476
#> exo2      -2.65510050 0.3118924  -3.1003477   -2.2756391
#> exo3      -0.73785093 0.3324328  -1.2634529   -0.3023437
#> 
#> 
#> 
#> $GRC
#> $GRC$Sigma
#> $GRC$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001189358 0.0002933273 0.0008368915  0.001632878
#> 
#> $GRC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04749199 0.01748976 -0.07416443  -0.02726966
#> Sigma[2,2]  3.28661918 1.06768031  2.16358801   4.92994181
#> 
#> $GRC$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0274283 0.008483391  0.01819687   0.04005778
#> Sigma[3,2] -1.7070008 0.481659295 -2.43778123  -1.19069901
#> Sigma[3,3]  0.9834560 0.238253107  0.71089045   1.34659413
#> 
#> $GRC$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003154928 0.001660276  0.0009981202  0.005571265
#> Sigma[4,2] -0.004190239 0.098568573 -0.1244641555  0.144817282
#> Sigma[4,3]  0.112471529 0.038370101  0.0643362955  0.171913904
#> Sigma[4,4]  0.125869272 0.034722666  0.0995948775  0.187087814
#> 
#> 
#> $GRC$A
#> $GRC$A$equation1
#>                    mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9519169634 0.02766479  0.912452198   0.98868775
#> lag1_var2  0.0728264554 0.04893365  0.009762212   0.14626055
#> lag1_var3  0.1438100387 0.09468709  0.022977536   0.28712458
#> lag1_var4 -0.1348959699 0.08839513 -0.264751790  -0.01470708
#> const      0.8206700511 0.26665631  0.411947474   1.19528122
#> exo1       0.0008380829 0.04197181 -0.045079355   0.06160966
#> exo2      -0.1132939195 0.03685672 -0.160277855  -0.06576871
#> exo3       0.0532956637 0.03643656 -0.007286219   0.08554904
#> 
#> $GRC$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.1237373  1.262703   -0.322453    2.7961196
#> lag1_var2  -3.4916637  2.351780   -6.895245   -0.6429941
#> lag1_var3  -8.5548109  4.544273  -15.153234   -3.0535257
#> lag1_var4   8.2884858  4.087691    3.495578   14.4886596
#> const     -14.2833178 16.331492  -32.886377   12.1594759
#> exo1       -2.1275950  2.417732   -5.504314    0.6111940
#> exo2       -0.7060760  2.233807   -3.965166    2.2631194
#> exo3        0.7016188  1.823376   -1.400981    3.2982258
#> 
#> $GRC$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2823368 0.6532478  -1.2955430    0.4491038
#> lag1_var2  2.7853033 1.3708642   1.1364386    4.7787476
#> lag1_var3  6.3652297 2.6471931   3.2112049   10.2259595
#> lag1_var4 -5.4022940 2.4267346  -9.0502946   -2.6708751
#> const      9.0380404 7.9807932  -4.3323110   18.1484626
#> exo1       0.9665868 1.1893127  -0.3395319    2.7587686
#> exo2      -0.5216861 1.2768289  -2.0260105    1.5694085
#> exo3      -0.5312469 0.9864320  -1.9354454    0.5932819
#> 
#> $GRC$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3058751 0.35036292  -0.1838950   0.76035711
#> lag1_var2  0.6807653 0.65574977  -0.4069576   1.41662839
#> lag1_var3  1.3721646 1.27313229  -0.7486788   2.80208121
#> lag1_var4 -0.5305473 1.13885395  -1.7554906   1.34381361
#> const      0.6859779 3.25625960  -2.7781516   5.36652207
#> exo1      -0.1615248 0.27962298  -0.5697494   0.25400706
#> exo2      -1.0383545 0.48183291  -1.6754777  -0.35820282
#> exo3      -0.1776277 0.09272037  -0.3298552  -0.08906066
#> 
#> 
#> 
#> $GTM
#> $GTM$Sigma
#> $GTM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001502032 3.197109e-05 0.0001102367  0.000193541
#> 
#> $GTM$Sigma$equation2
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0007019802 0.0002746473 -0.001178653 -0.0004126492
#> Sigma[2,2]  0.0492536695 0.0118283859  0.033071043  0.0659584721
#> 
#> $GTM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001289993 0.002191286 -0.004063731  0.001613829
#> Sigma[3,2] -0.079872978 0.055220927 -0.165368076 -0.024720800
#> Sigma[3,3]  1.206922275 0.398327951  0.743802800  1.808476811
#> 
#> $GTM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001768432 0.002304859 -0.004726309  0.001285850
#> Sigma[4,2] -0.051576543 0.053708375 -0.135908946  0.008071442
#> Sigma[4,3]  1.191637777 0.384393066  0.749785315  1.781117543
#> Sigma[4,4]  1.193511277 0.371978726  0.776337172  1.771249076
#> 
#> 
#> $GTM$A
#> $GTM$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.986882639 0.004118291  0.98250687  0.993281766
#> lag1_var2 -0.007592136 0.023582844 -0.03471009  0.029613094
#> lag1_var3 -0.014160587 0.039796945 -0.05702332  0.043601353
#> lag1_var4  0.011392345 0.039339009 -0.04508799  0.053903826
#> const      0.525652971 0.089570614  0.38754236  0.627180068
#> exo1      -0.005922048 0.009235562 -0.01788797  0.005951248
#> exo2      -0.054849509 0.010560403 -0.06740686 -0.038536505
#> exo3       0.040706142 0.014587250  0.02190452  0.058703748
#> 
#> $GTM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08604908 0.1046755 -0.03361839    0.2587639
#> lag1_var2  0.29068226 0.5062708 -0.45191057    0.8759474
#> lag1_var3 -0.55733408 0.7810358 -1.79512818    0.4260475
#> lag1_var4  0.55996755 0.7601040 -0.39307597    1.7734660
#> const     -1.27130666 3.0842453 -5.78204875    2.7823738
#> exo1       0.06570941 0.2368829 -0.30129963    0.3488218
#> exo2       0.62959764 0.1606102  0.39498860    0.8271942
#> exo3      -0.58528865 0.1749542 -0.77552307   -0.3212896
#> 
#> $GTM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.65828068  0.6458668   -1.711692    0.1277291
#> lag1_var2  5.85918433  3.4492589    2.887951   11.3820904
#> lag1_var3  8.87944633  5.2786054    4.667443   17.5732505
#> lag1_var4 -8.09579654  5.1991292  -16.645423   -4.0476584
#> const     26.86878529 16.0325595    1.613960   43.6739613
#> exo1      -0.60269428  1.3987628   -2.534306    1.1985031
#> exo2      -2.49522084  0.6234545   -3.452877   -1.8360548
#> exo3      -0.09354705  1.2825941   -2.245456    1.3010076
#> 
#> $GTM$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.6208401  0.6556364   -1.699339    0.1380891
#> lag1_var2  5.8560905  3.6251179    2.736952   11.6205948
#> lag1_var3  8.2011705  5.6185037    3.490540   17.3634019
#> lag1_var4 -7.4090913  5.5380700  -16.426819   -2.8250595
#> const     25.9856060 15.3483645    2.220874   43.4087215
#> exo1      -0.5777609  1.4269358   -2.559335    1.3111980
#> exo2      -2.1834581  0.6133004   -3.198216   -1.5970757
#> exo3      -0.4484174  1.3626666   -2.715148    1.0269981
#> 
#> 
#> 
#> $GUM
#> $GUM$Sigma
#> $GUM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002805725 4.811927e-05 0.0002199506 0.0003400385
#> 
#> $GUM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001106163 0.005188361 -0.007321008   0.00686832
#> Sigma[2,2]  2.713430832 0.483585515  1.979670635   3.27637838
#> 
#> $GUM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001342775 0.003299717 -0.006863511  0.002270468
#> Sigma[3,2] -1.514594671 0.481095461 -2.123764360 -0.953290697
#> Sigma[3,3]  1.794900673 0.492553659  1.236463341  2.470374919
#> 
#> $GUM$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.00180617 0.002722094 -0.005877045  0.001343187
#> Sigma[4,2]  0.29480033 0.342972199 -0.164287791  0.825172834
#> Sigma[4,3]  0.87183259 0.293814065  0.615864708  1.380832070
#> Sigma[4,4]  1.16721559 0.215029538  0.926752334  1.490148846
#> 
#> 
#> $GUM$A
#> $GUM$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.968226387 0.009974548  0.950739176   0.97780101
#> lag1_var2 -0.002600436 0.020102763 -0.026747935   0.02800610
#> lag1_var3 -0.006258052 0.030626833 -0.041715551   0.04114039
#> lag1_var4  0.007774493 0.028777710 -0.036776494   0.04108918
#> const      0.616862182 0.120327709  0.486444270   0.82005795
#> exo1       0.008013572 0.012108620 -0.006705414   0.02477737
#> exo2      -0.119839935 0.020632422 -0.145274056  -0.08944329
#> exo3       0.006054987 0.012094260 -0.012673993   0.02089623
#> 
#> $GUM$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1546702  0.7639351  -0.8818086     1.198243
#> lag1_var2 -0.4979912  2.1487237  -3.4786588     2.393956
#> lag1_var3 -1.9376359  3.3190249  -6.5232683     2.610089
#> lag1_var4  1.9289473  3.1173984  -2.3374178     6.255590
#> const     -0.8573841 13.7540978 -17.3796096    17.166156
#> exo1       0.9876793  1.4155106  -0.5951150     2.867916
#> exo2      -0.2650189  1.7201589  -2.0384329     2.325067
#> exo3      -0.2137264  2.0855948  -3.5054149     1.983647
#> 
#> $GUM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.07046667  0.7308709  -1.3068810    0.5563308
#> lag1_var2  1.51255365  1.3472408   0.4223268    4.0170250
#> lag1_var3  3.22031715  2.0488149   1.5428835    7.0225452
#> lag1_var4 -2.23626491  1.9493117  -5.8612747   -0.6550048
#> const      1.50562354 10.9361606  -9.7657887   17.4780782
#> exo1       0.67466875  1.3961590  -1.1829230    2.5912349
#> exo2      -0.28294967  0.9257842  -1.6592052    0.8422696
#> exo3       0.67490408  1.2580560  -0.8548275    2.4985005
#> 
#> $GUM$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02307231  0.6220011  -0.8202483    0.8658083
#> lag1_var2  0.73984023  0.9002614  -0.4935959    1.8199147
#> lag1_var3  1.29118444  1.3812316  -0.5752163    3.0077674
#> lag1_var4 -0.29252142  1.3206589  -1.8989883    1.4802016
#> const     -0.13041014 13.5512682 -18.9470265   18.5463432
#> exo1       1.42293063  0.7622248   0.5020144    2.3993319
#> exo2      -0.50159946  1.1721580  -2.0936419    1.2092536
#> exo3       0.56824766  0.9227897  -0.4928455    1.9410793
#> 
#> 
#> 
#> $GUY
#> $GUY$Sigma
#> $GUY$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00476178 0.001001895 0.003299506  0.005925159
#> 
#> $GUY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02057495 0.004712441 -0.02568468  -0.01354194
#> Sigma[2,2]  0.18408261 0.039238754  0.14338178   0.24939507
#> 
#> $GUY$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0260428 0.007698763  0.01611622   0.03754855
#> Sigma[3,2] -0.1263734 0.040041285 -0.18315394  -0.07668704
#> Sigma[3,3]  0.4179426 0.090743457  0.30711266   0.54649486
#> 
#> $GUY$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01756661 0.008709194  0.007209298   0.02994517
#> Sigma[4,2] -0.03428834 0.054896724 -0.107398041   0.04294828
#> Sigma[4,3]  0.40663554 0.097145364  0.285812883   0.53924762
#> Sigma[4,4]  0.44978731 0.108303056  0.311013828   0.59184498
#> 
#> 
#> $GUY$A
#> $GUY$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92878735 0.05494685  0.84787595   0.99967894
#> lag1_var2  0.18348263 0.07780423  0.08207725   0.30672424
#> lag1_var3  0.30488572 0.16298842  0.07969601   0.55191778
#> lag1_var4 -0.30186559 0.15348586 -0.53135740  -0.08758529
#> const      1.29302003 1.02459820 -0.13265133   2.60982063
#> exo1      -0.02180133 0.07403824 -0.15319205   0.04817396
#> exo2       0.07554501 0.09952370 -0.05398895   0.18519736
#> exo3      -0.14382872 0.06593619 -0.24622154  -0.05557523
#> 
#> $GUY$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.81601822 0.4074529   0.2279587  1.352086590
#> lag1_var2 -0.72596561 0.5386280  -1.5330212 -0.004746337
#> lag1_var3 -2.76640625 0.9890840  -4.2455398 -1.562003588
#> lag1_var4  2.59136357 0.9238412   1.4518422  3.941311415
#> const     -5.93659485 6.3726357 -15.2510553  2.883407781
#> exo1      -0.03988489 0.4543017  -0.6271383  0.688962484
#> exo2       2.98414759 0.4194613   2.5052423  3.634996811
#> exo3       1.07227083 0.5019900   0.3845499  1.817534988
#> 
#> $GUY$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.6207011  0.6043907  -1.5455428    0.1634476
#> lag1_var2  1.2562700  0.6698488   0.4926955    2.2941330
#> lag1_var3  3.4121101  1.5297436   1.6654617    5.7784860
#> lag1_var4 -2.2838883  1.4472733  -4.5066047   -0.5954958
#> const      7.3618206 11.6124889  -8.7501250   25.1436905
#> exo1      -0.1294250  0.4913065  -0.8471102    0.4793969
#> exo2      -1.9161306  0.8023406  -3.1057266   -1.1049293
#> exo3      -0.1803089  0.6468895  -1.0847560    0.5944741
#> 
#> $GUY$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2488718  0.7177978  -1.3192138    0.5837223
#> lag1_var2  0.5779614  0.8696622  -0.2569025    2.0519475
#> lag1_var3  1.4293204  1.8403839  -0.2013549    4.6190204
#> lag1_var4 -0.3544534  1.7311727  -3.3386390    1.2175931
#> const      3.7237093 12.2597185 -11.2235442   23.2325204
#> exo1      -0.1714981  0.4122435  -0.5754767    0.4665733
#> exo2      -0.5135323  0.8385115  -1.7869718    0.3709966
#> exo3       0.3994736  0.7669258  -0.6473601    1.4255432
#> 
#> 
#> 
#> $HKG
#> $HKG$Sigma
#> $HKG$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008946485 0.0002076965 0.0006244885  0.001167668
#> 
#> $HKG$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01836128 0.005415067 -0.02612324  -0.01190971
#> Sigma[2,2]  0.74380312 0.198681570  0.47089305   0.98912915
#> 
#> $HKG$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01053735 0.003019833  0.007116678   0.01453396
#> Sigma[3,2] -0.36254889 0.104009420 -0.503320507  -0.21455221
#> Sigma[3,3]  0.38803750 0.055395548  0.312114842   0.46493961
#> 
#> $HKG$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0007853732 0.002458374 -0.004254583  0.002260275
#> Sigma[4,2]  0.0987070040 0.073021090 -0.007664585  0.178383207
#> Sigma[4,3]  0.1716538454 0.046052123  0.120063648  0.238562852
#> Sigma[4,4]  0.2417079117 0.047621570  0.185502690  0.319307674
#> 
#> 
#> $HKG$A
#> $HKG$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.971367992 0.01811175  0.953681744   0.99972786
#> lag1_var2 -0.001629845 0.07273325 -0.086731207   0.10172680
#> lag1_var3 -0.014646611 0.11490395 -0.147558367   0.14894351
#> lag1_var4  0.016821771 0.11130007 -0.141763756   0.14768513
#> const      0.614125990 0.42245069  0.182791077   1.34580859
#> exo1       0.001882176 0.02669584 -0.027282515   0.04003387
#> exo2      -0.080390047 0.02921413 -0.124399568  -0.05170143
#> exo3       0.037329333 0.02193553  0.005284283   0.06471742
#> 
#> $HKG$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1695224  0.4038146  -0.7152432    0.3689345
#> lag1_var2  0.1946547  1.9334470  -2.8027034    2.5054400
#> lag1_var3 -0.9249500  3.2133172  -5.9397871    2.9842667
#> lag1_var4  1.0274847  3.1544544  -2.8021460    5.9841283
#> const     -0.8133371 10.2710042 -16.9299887   12.5684417
#> exo1      -0.2753307  0.6021889  -1.2246861    0.4504167
#> exo2       2.6789923  0.7235398   1.9627578    3.8388035
#> exo3       0.0712713  0.2826960  -0.3507729    0.4129008
#> 
#> $HKG$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.103763345 0.2220987  -0.2388480    0.3417574
#> lag1_var2  0.879072230 1.4877640  -1.3373336    2.6775862
#> lag1_var3  2.307569153 2.4307894  -1.3153269    5.2606716
#> lag1_var4 -1.412434418 2.4179574  -4.3080686    2.2114329
#> const      3.202653799 4.8987808  -3.2567939   10.3249035
#> exo1      -0.003418235 0.5674858  -0.6569409    0.8217577
#> exo2      -2.321438492 0.3921384  -2.8684360   -1.8507135
#> exo3      -0.025829665 0.5565026  -0.7918731    0.7931120
#> 
#> $HKG$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.001450883 0.2250338  -0.3310993    0.2604769
#> lag1_var2  0.669503552 1.3266650  -1.1394470    2.3812912
#> lag1_var3  1.209784343 2.1926264  -1.8040760    4.0520171
#> lag1_var4 -0.238060675 2.1854056  -3.0751463    2.7379159
#> const      1.905077820 4.6070470  -3.9554091    8.2864858
#> exo1      -0.179379715 0.4612105  -0.7968282    0.4266930
#> exo2      -0.745372253 0.3466926  -1.2118261   -0.2814833
#> exo3       0.009431452 0.6087635  -0.8297238    0.8156471
#> 
#> 
#> 
#> $HND
#> $HND$Sigma
#> $HND$Sigma$equation1
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0004592458 0.000237939 0.000311326 0.0008367863
#> 
#> $HND$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00337257 0.00770847 -0.01552058  0.001590156
#> Sigma[2,2]  0.58810757 0.25765236  0.37879384  1.020430138
#> 
#> $HND$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.003778266 0.005538373 -0.009753533  0.005268492
#> Sigma[3,2] -0.164098922 0.210465783 -0.442748583  0.144841987
#> Sigma[3,3]  1.377342850 0.334054745  0.953249642  1.759993031
#> 
#> $HND$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.006113651 0.007260519 -0.01633705  0.004119101
#> Sigma[4,2]  0.214907845 0.292972843 -0.08885485  0.719564013
#> Sigma[4,3]  1.329583141 0.393716454  0.84976687  1.877588282
#> Sigma[4,4]  1.529040872 0.472205796  0.97805091  2.259984497
#> 
#> 
#> $HND$A
#> $HND$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97009911 0.01227261  0.957627332   0.98892123
#> lag1_var2  0.04043216 0.04186322 -0.018451919   0.10190497
#> lag1_var3  0.05010597 0.06479710 -0.037225206   0.14762634
#> lag1_var4 -0.04919154 0.06369392 -0.145407600   0.03634520
#> const      0.64271935 0.25388520  0.272513221   0.93219210
#> exo1       0.01099681 0.01725129 -0.010746859   0.03587933
#> exo2      -0.12416523 0.02483174 -0.155568057  -0.08773483
#> exo3       0.03131390 0.02587427 -0.002807459   0.06335322
#> 
#> $HND$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7807925 0.4407351   0.1512880   1.35312862
#> lag1_var2 -1.2822204 1.2976637  -3.5277562   0.07056865
#> lag1_var3 -2.8701874 1.9836908  -6.2743383  -0.71221885
#> lag1_var4  2.7578548 1.9530801   0.6437315   6.10462239
#> const     -9.0838515 9.8424484 -18.6610643   7.06271247
#> exo1      -0.6762796 0.4315499  -1.3244702  -0.17087790
#> exo2       4.5679175 0.7343122   3.6657639   5.72616254
#> exo3       0.3738309 0.8926632  -0.5883918   1.81980543
#> 
#> $HND$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.0288416  0.5909168  -0.7517388    0.8496285
#> lag1_var2  1.3967276  2.0359453  -1.4395981    4.1109590
#> lag1_var3  2.9661872  3.0679540  -1.4218965    6.9020054
#> lag1_var4 -2.0240009  3.0325748  -5.8808640    2.3439472
#> const      2.2769214 13.8579916 -15.0727764   23.3671238
#> exo1       0.2684204  1.2078266  -1.0191728    2.0647434
#> exo2      -7.1744017  1.6752087  -9.7656863   -5.2794424
#> exo3       1.2803184  1.5611915  -0.7045602    3.0291311
#> 
#> $HND$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.5470909  0.5620646  -0.3545816     1.270136
#> lag1_var2  0.2225353  2.4547249  -3.2815261     3.185589
#> lag1_var3  0.5822253  3.7555434  -4.9177015     4.975600
#> lag1_var4  0.2989810  3.7079215  -4.0081425     5.783516
#> const     -4.6604873 12.3946034 -17.7104136    14.254977
#> exo1      -0.1618807  1.1051271  -1.4311772     1.415293
#> exo2      -4.6613973  1.8342045  -7.1981552    -2.621412
#> exo3       1.6423802  1.7663874  -0.1913173     4.034803
#> 
#> 
#> 
#> $HRV
#> $HRV$Sigma
#> $HRV$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001086011 0.0002645347 0.0007819501  0.001466352
#> 
#> $HRV$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01691642 0.01073033 -0.03663745 -0.009649323
#> Sigma[2,2]  1.96252607 0.59869275  1.29455724  2.888798932
#> 
#> $HRV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007889949 0.007986358  0.000199061   0.02079205
#> Sigma[3,2] -1.041379985 0.346636806 -1.594686231  -0.72340242
#> Sigma[3,3]  1.050059077 0.255861250  0.824988792   1.45803205
#> 
#> $HRV$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001238392 0.005722498 -0.006514307  0.007955634
#> Sigma[4,2] -0.022383112 0.160085937 -0.244674590  0.184467288
#> Sigma[4,3]  0.575488465 0.145571243  0.388066050  0.793038493
#> Sigma[4,4]  0.639483093 0.126789233  0.484766500  0.827986470
#> 
#> 
#> $HRV$A
#> $HRV$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.956871728 0.02905137  0.90832476   0.98324529
#> lag1_var2  0.047318829 0.05521464 -0.02687343   0.12454168
#> lag1_var3  0.093657774 0.10630893 -0.05017263   0.24187885
#> lag1_var4 -0.091836895 0.09827578 -0.23138801   0.03902825
#> const      1.009849624 0.44343995  0.56999836   1.67754686
#> exo1      -0.007140393 0.02647002 -0.05009564   0.01778642
#> exo2      -0.117956855 0.01977207 -0.13383677  -0.08171098
#> exo3       0.084534585 0.02960511  0.03736662   0.11547619
#> 
#> $HRV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.4724255  1.362790  -3.5857762   0.05891237
#> lag1_var2  2.6353750  2.464514  -0.4571955   6.17693428
#> lag1_var3  3.3001462  4.783987  -2.7842010  10.16519637
#> lag1_var4 -2.8135749  4.374243  -9.0863824   2.77391467
#> const     11.5035930 16.765771  -7.8831654  34.17734764
#> exo1      -0.6716690  1.283978  -1.8242056   1.37017628
#> exo2       1.7381479  1.529576  -0.4867727   3.88819040
#> exo3       0.6746484  1.176012  -0.4890858   2.67673102
#> 
#> $HRV$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.67463853  1.0057591  -0.3281678    2.2427618
#> lag1_var2 -0.05030999  1.9289688  -2.9443968    2.1787119
#> lag1_var3  0.92523168  3.7852085  -4.7499939    5.2251766
#> lag1_var4 -0.21638380  3.4769016  -4.2306194    4.9583569
#> const     -1.18700760 11.4968429 -18.3891731   14.6766290
#> exo1       0.62703947  1.0059180  -0.9112162    1.7336325
#> exo2      -1.26225654  0.9871155  -2.4957915    0.1805979
#> exo3      -0.08718912  1.2617611  -1.7248595    1.6843270
#> 
#> $HRV$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1160362 0.5186793  -0.8445149    0.5296306
#> lag1_var2  1.0694921 1.1520944  -0.2584160    2.7022046
#> lag1_var3  2.1757059 2.2858080  -0.4494976    5.4314745
#> lag1_var4 -1.1871883 2.1152877  -4.2127225    1.2513534
#> const      4.1160547 5.8797713  -2.9991645   10.9006087
#> exo1       0.2988799 1.1715202  -1.7036209    1.5521991
#> exo2      -0.4019720 0.9022143  -1.4692720    0.8989598
#> exo3       0.2758865 1.0497518  -0.8315847    1.8333002
#> 
#> 
#> 
#> $HTI
#> $HTI$Sigma
#> $HTI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001491716 0.0002739993 0.001140895   0.00186731
#> 
#> $HTI$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005305605 0.001875531 -0.008198287 -0.003127969
#> Sigma[2,2]  0.200387464 0.053504754  0.137074032  0.287588225
#> 
#> $HTI$Sigma$equation3
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00260319 0.0009166605  0.001196822  0.003718996
#> Sigma[3,2] -0.11381446 0.0305561719 -0.163431474 -0.080318348
#> Sigma[3,3]  0.07913105 0.0195424154  0.057480704  0.109844238
#> 
#> $HTI$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0009227023 0.0009575108 -0.0021462091 0.0005703438
#> Sigma[4,2]  0.0135699947 0.0081187775  0.0030370310 0.0246798317
#> Sigma[4,3]  0.0080738933 0.0046505907  0.0009123628 0.0133765080
#> Sigma[4,4]  0.0182641151 0.0026787159  0.0150549990 0.0223428261
#> 
#> 
#> $HTI$A
#> $HTI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.972407904 0.03352180  0.92851389   1.01290188
#> lag1_var2  0.040498810 0.04756971 -0.03187396   0.10316019
#> lag1_var3  0.054417999 0.07125361 -0.05373826   0.14947543
#> lag1_var4 -0.057409705 0.06685640 -0.15179456   0.03843802
#> const      0.782264309 0.38493510  0.29731887   1.40202748
#> exo1      -0.001553654 0.03058242 -0.04078373   0.04143515
#> exo2      -0.017590539 0.06402767 -0.09297251   0.08838669
#> exo3      -0.045120101 0.04561462 -0.09874500   0.01787706
#> 
#> $HTI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5440850 0.4417214  -0.1941807    0.9389802
#> lag1_var2  1.8485452 0.5606497   1.2698934    2.7485679
#> lag1_var3  1.3443332 0.8702323   0.4426633    2.7370792
#> lag1_var4 -1.6191011 0.7947086  -2.8559189   -0.7389961
#> const      5.7157131 4.2050143   1.4388304   12.8093673
#> exo1      -0.8157573 0.4400990  -1.4850564   -0.3591861
#> exo2       1.4264912 0.2174751   1.1877584    1.7537855
#> exo3      -0.5323930 0.3495611  -1.0076581   -0.1580352
#> 
#> $HTI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.33788386 0.2634197 -0.64361702   0.06062282
#> lag1_var2 -0.07593814 0.3353270 -0.61515306   0.30227198
#> lag1_var3  0.75033130 0.5230233 -0.08895595   1.34997725
#> lag1_var4  0.38161663 0.4717726 -0.16886511   1.11367359
#> const     -1.90279875 2.6795704 -6.69836551   0.46645080
#> exo1       0.46443139 0.2834425  0.11236963   0.86263976
#> exo2      -1.40273224 0.1185059 -1.57086930  -1.24107806
#> exo3       0.50027235 0.2407037  0.17875093   0.82313559
#> 
#> $HTI$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.003582904 0.10094451 -0.11396420   0.14174657
#> lag1_var2  0.683502507 0.19583108  0.38033112   0.87395028
#> lag1_var3  0.931391736 0.29769207  0.47544966   1.22475114
#> lag1_var4  0.045741057 0.27392032 -0.23118184   0.46281916
#> const      0.455215585 1.03051005 -0.84404982   2.01357776
#> exo1      -0.063196105 0.08807164 -0.18146285   0.06310007
#> exo2      -0.551636863 0.14728741 -0.74082114  -0.35483190
#> exo3       0.185510467 0.09710312  0.01075359   0.26705772
#> 
#> 
#> 
#> $HUN
#> $HUN$Sigma
#> $HUN$Sigma$equation1
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0006181105 0.000106496 0.000471275 0.0007476611
#> 
#> $HUN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01689992 0.005187957 -0.02372798 -0.009892203
#> Sigma[2,2]  1.01747291 0.200979526  0.76952795  1.294980492
#> 
#> $HUN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01315393 0.004952339  0.006846184   0.02052733
#> Sigma[3,2] -0.78393327 0.194964751 -1.039214666  -0.51427319
#> Sigma[3,3]  0.89944601 0.203648719  0.616484978   1.15752368
#> 
#> $HUN$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004667623 0.003167319  0.0005717478  0.009395859
#> Sigma[4,2] -0.280588610 0.123154487 -0.4469281670 -0.120555897
#> Sigma[4,3]  0.536203880 0.134137362  0.3373589638  0.711706384
#> Sigma[4,4]  0.425007870 0.095078590  0.2918410851  0.564107679
#> 
#> 
#> $HUN$A
#> $HUN$A$equation1
#>                   mean         sd 5% quantile  95% quantile
#> lag1_var1  0.992172449 0.01196358  0.97596465  1.0083644019
#> lag1_var2 -0.008441865 0.03205375 -0.05063165  0.0391685760
#> lag1_var3 -0.004158839 0.06191563 -0.08711688  0.0899066025
#> lag1_var4  0.001727909 0.05848963 -0.08712841  0.0813478185
#> const      0.395465102 0.17506214  0.17398523  0.6491090840
#> exo1      -0.028210423 0.02042658 -0.05803445 -0.0006090653
#> exo2      -0.085447554 0.03512483 -0.12162680 -0.0334096774
#> exo3       0.034642782 0.01714147  0.01054135  0.0573787266
#> 
#> $HUN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1185177 0.5489505  -0.7544559    0.5754561
#> lag1_var2  0.3817092 0.9521885  -0.7270687    1.7323507
#> lag1_var3 -1.1536669 1.8548614  -3.4211298    1.4016793
#> lag1_var4  1.1000442 1.7009523  -1.2224894    3.2169852
#> const      5.8861045 8.0342130  -4.6952867   17.8878176
#> exo1       1.0158433 0.8381940  -0.3559647    1.9054636
#> exo2       1.1346620 0.7954723   0.2783178    2.2439790
#> exo3      -0.3633703 0.8239417  -1.6413689    0.6382941
#> 
#> $HUN$A$equation3
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1   0.81675878 0.5008690   0.03517719    1.4481361
#> lag1_var2  -0.62330164 0.9490994  -1.95718121    0.4793409
#> lag1_var3  -0.02670779 1.8128224  -2.54441291    2.1556515
#> lag1_var4   0.95022790 1.6723057  -1.10996228    3.2273162
#> const     -15.77636532 9.0594099 -26.35271202   -2.0779005
#> exo1       -1.40394827 0.7541765  -2.40242239   -0.2416869
#> exo2       -1.62312151 1.0697091  -3.50251513   -0.6188828
#> exo3        1.49590383 1.0304060   0.22112258    3.0358621
#> 
#> $HUN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.8332714 0.4983709   0.2750491   1.51916421
#> lag1_var2  -0.8653498 0.8268780  -1.9680166   0.35255334
#> lag1_var3  -1.4606675 1.5767086  -3.5903534   0.85790899
#> lag1_var4   2.3600916 1.4583560   0.2011683   4.32574367
#> const     -14.8505800 8.2947175 -27.6362952  -5.01988686
#> exo1       -0.9433597 0.4486108  -1.5404307  -0.39610743
#> exo2       -1.0620507 0.9425768  -2.5278381   0.08307977
#> exo3        1.3470746 0.7259207   0.4751382   2.36199643
#> 
#> 
#> 
#> $IDN
#> $IDN$Sigma
#> $IDN$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001319316 0.000231488 0.001042508  0.001655887
#> 
#> $IDN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005494445 0.002548951 -0.009652211 -0.002934389
#> Sigma[2,2]  0.220596896 0.041147510  0.175975488  0.282703205
#> 
#> $IDN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002837327 0.005692361 -0.004068494   0.01068713
#> Sigma[3,2] -0.107427307 0.053418634 -0.202602873  -0.05281778
#> Sigma[3,3]  0.369093089 0.088127902  0.246109421   0.46214419
#> 
#> $IDN$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0008997675 0.005124526 -0.00775266  0.005852615
#> Sigma[4,2]  0.0403279844 0.039625925 -0.02448266  0.086229686
#> Sigma[4,3]  0.3160117731 0.090206088  0.18843215  0.430137978
#> Sigma[4,4]  0.3631767342 0.103730728  0.22388181  0.509278974
#> 
#> 
#> $IDN$A
#> $IDN$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  1.007489907 0.009609609  0.99496305   1.01852895
#> lag1_var2 -0.050053922 0.043132290 -0.10340700   0.01394847
#> lag1_var3 -0.074818081 0.066128961 -0.15620029   0.02362389
#> lag1_var4  0.067541316 0.062626690 -0.02695449   0.14276518
#> const      0.329674613 0.193124110  0.07310443   0.60594621
#> exo1      -0.004005621 0.026628763 -0.04037309   0.02943252
#> exo2      -0.075088260 0.038075105 -0.12871488  -0.03633408
#> exo3      -0.006028911 0.020909638 -0.03865746   0.01836929
#> 
#> $IDN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5580829 0.2182968  -0.8203692  -0.28746456
#> lag1_var2  2.9605333 0.6545058   2.0291508   3.92845325
#> lag1_var3  3.1514840 0.9797854   1.7508242   4.57127831
#> lag1_var4 -3.0721922 0.9667515  -4.4547597  -1.68775017
#> const     10.5665141 5.5694158   2.6548401  17.07676311
#> exo1      -0.3555119 0.2905466  -0.6958875   0.05673652
#> exo2       0.7682386 0.7208141  -0.1454759   1.87853225
#> exo3      -0.5204704 0.3649463  -0.9424342  -0.00756667
#> 
#> $IDN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.80117625 0.3273920   0.2505015   1.18188658
#> lag1_var2 -0.20935969 0.7729448  -1.3272954   0.71521811
#> lag1_var3  0.79107984 1.2419660  -0.9949645   2.25855723
#> lag1_var4 -0.09434708 1.2319667  -1.5296816   1.68742474
#> const     -1.00946155 6.2872662  -9.2006953   8.24984925
#> exo1       0.56702936 0.6420133  -0.2096806   1.42593897
#> exo2      -1.42844909 0.6628617  -2.1919491  -0.35536481
#> exo3      -0.99698385 0.6098237  -1.6715360   0.03987836
#> 
#> $IDN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4445505 0.2332259  0.04846286    0.6836093
#> lag1_var2  1.4200033 0.9517781 -0.16623353    2.5438257
#> lag1_var3  2.3920930 1.4903312 -0.10225029    4.1538254
#> lag1_var4 -1.6366421 1.4788230 -3.34097938    0.8563243
#> const      5.2860321 4.6806559 -1.71361597   11.4732782
#> exo1       0.3598408 0.6155048 -0.43017244    1.1684122
#> exo2      -0.9514033 0.7489980 -1.92732079    0.1141260
#> exo3      -1.3927702 0.7112089 -2.11705459   -0.1534075
#> 
#> 
#> 
#> $IND
#> $IND$Sigma
#> $IND$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002413332 5.397382e-05 0.0001744609 0.0003168652
#> 
#> $IND$Sigma$equation2
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0006302316 0.0004158242 -1.024974e-05  0.001100423
#> Sigma[2,2] 0.0701936231 0.0137423353  5.048509e-02  0.084662691
#> 
#> $IND$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001708524 0.000816317  0.000560334  0.002776446
#> Sigma[3,2] -0.060846098 0.016983886 -0.086195770 -0.039733084
#> Sigma[3,3]  0.193199686 0.041784643  0.126120309  0.243270121
#> 
#> $IND$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002161246 0.0008111166  0.0009526533  0.003209385
#> Sigma[4,2] -0.026558455 0.0142538432 -0.0464137845 -0.005624784
#> Sigma[4,3]  0.173052774 0.0397610252  0.1118366702  0.219905451
#> Sigma[4,4]  0.170429192 0.0390335360  0.1146015418  0.220673511
#> 
#> 
#> $IND$A
#> $IND$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.00047020 0.00373706  0.994647165  1.005014472
#> lag1_var2 -0.03154559 0.01849914 -0.053000739 -0.003284291
#> lag1_var3 -0.06316434 0.03365778 -0.098474181 -0.012485031
#> lag1_var4  0.05508652 0.03263921  0.005193349  0.090987043
#> const      0.46953702 0.18169185  0.221145161  0.728752794
#> exo1      -0.03021466 0.01517484 -0.050602314 -0.008903871
#> exo2      -0.13226984 0.01826836 -0.155156328 -0.106590126
#> exo3       0.02340126 0.02140347 -0.004678553  0.055656807
#> 
#> $IND$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3012614 0.1029772  -0.3847225   -0.1239253
#> lag1_var2  1.3037752 0.4804685   0.5553986    1.7848331
#> lag1_var3  0.4171103 0.8025344  -0.7948396    1.2599610
#> lag1_var4 -0.2972377 0.7768982  -1.1108712    0.8916769
#> const      1.1693130 2.9822468  -2.5857146    5.0893308
#> exo1      -0.0385071 0.2154342  -0.2608138    0.3217587
#> exo2       1.9789424 0.3580991   1.4648249    2.4385892
#> exo3      -0.6832604 0.2293517  -0.9611115   -0.3727387
#> 
#> $IND$A$equation3
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1  0.5346511 0.1811593  3.077937e-01    0.7847873
#> lag1_var2 -1.7352356 0.7553720 -2.671997e+00   -0.6523835
#> lag1_var3 -0.8615207 1.3300184 -2.585793e+00    0.9991994
#> lag1_var4  1.7682602 1.2614826 -5.412832e-03    3.4024540
#> const     -4.1567156 5.3606520 -1.225565e+01    2.4568484
#> exo1       0.5068425 0.3905763  7.829339e-04    0.9506913
#> exo2      -2.6258986 0.4979448 -3.229300e+00   -1.9018507
#> exo3       1.2053126 0.2892944  8.608492e-01    1.5875880
#> 
#> $IND$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3851959 0.1553349   0.2402853   0.62670600
#> lag1_var2 -1.4662596 0.6486174  -2.3896714  -0.62892611
#> lag1_var3 -1.3645133 1.1555677  -3.0710907   0.04150653
#> lag1_var4  2.3579563 1.0905591   1.0125641   3.97324196
#> const     -4.7567957 4.2914158 -11.4298096   0.77570755
#> exo1       0.5191318 0.3718058  -0.0146293   0.91302208
#> exo2      -1.7074542 0.3978746  -2.2053346  -1.12935227
#> exo3       0.9302343 0.2906837   0.6125651   1.31708786
#> 
#> 
#> 
#> $IRL
#> $IRL$Sigma
#> $IRL$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002047708 0.0006090694 0.001536498  0.003050865
#> 
#> $IRL$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02389141 0.01051514 -0.03853816  -0.01020291
#> Sigma[2,2]  1.28548723 0.24901490  0.93652447   1.59375646
#> 
#> $IRL$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01850807 0.01196843  0.003604156   0.03657937
#> Sigma[3,2] -1.20625714 0.28456349 -1.617501968  -0.78322776
#> Sigma[3,3]  1.43989734 0.43178586  0.910202106   2.16768387
#> 
#> $IRL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004033411 0.005883654 -0.003196027   0.01305382
#> Sigma[4,2] -0.437644665 0.188754167 -0.748336839  -0.21360243
#> Sigma[4,3]  0.741089317 0.302696771  0.454001508   1.25257110
#> Sigma[4,4]  0.506597741 0.209392539  0.347362012   0.84241566
#> 
#> 
#> $IRL$A
#> $IRL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.03262646 0.02646314  0.99273684  1.065391948
#> lag1_var2 -0.06481696 0.02695031 -0.09636045 -0.029213455
#> lag1_var3 -0.10143063 0.04489309 -0.15613203 -0.040848260
#> lag1_var4  0.07972577 0.04159800  0.02228580  0.131638611
#> const      0.57685746 0.52117007  0.04971724  1.361635228
#> exo1      -0.03882733 0.04627927 -0.09789131  0.024832104
#> exo2      -0.04955436 0.03173293 -0.08822219  0.001060417
#> exo3       0.01600875 0.05898976 -0.06027468  0.096074957
#> 
#> $IRL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.0144329 0.4381836  -2.5806154   -1.3797872
#> lag1_var2  2.6261627 0.8292026   1.5608863    3.7123147
#> lag1_var3  2.5803261 1.3581324   0.8612745    4.3009132
#> lag1_var4 -1.8167945 1.2439769  -3.4011009   -0.2647029
#> const      4.3387555 7.7242232  -5.8109711   14.7367465
#> exo1      -0.2328003 0.7265294  -1.3003674    0.6775773
#> exo2       2.0887491 1.1127919   0.7881159    3.5896479
#> exo3       3.3048717 1.0419885   1.8026455    4.4175626
#> 
#> $IRL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.8510222 0.5486945   1.1312957    2.6314171
#> lag1_var2 -1.4371201 0.8715594  -2.7543006   -0.3039560
#> lag1_var3 -1.1213325 1.4389771  -3.2162477    0.8298005
#> lag1_var4  1.3962426 1.3331814  -0.3588353    3.3681515
#> const     -1.6024965 9.9059573 -14.9914844   12.7343482
#> exo1      -0.2707516 1.0326207  -1.7666184    1.2219936
#> exo2      -3.3483593 1.3136640  -4.8257935   -1.4959751
#> exo3      -1.6769847 0.9614000  -2.6535446   -0.1897954
#> 
#> $IRL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6551306 0.4028307  0.09247583    1.1272876
#> lag1_var2 -0.3128966 0.5442153 -1.09643203    0.3964436
#> lag1_var3 -0.3209924 0.8996592 -1.55932732    0.9019034
#> lag1_var4  1.0676750 0.8286494 -0.03653854    2.2117921
#> const     -0.1119420 7.6026594 -8.07893325   11.4782795
#> exo1      -0.3839078 0.7918838 -1.48548032    0.5752825
#> exo2      -2.2042210 0.8553466 -2.98850778   -0.8785469
#> exo3       0.3963000 0.5727938 -0.39245077    1.2883029
#> 
#> 
#> 
#> $IRN
#> $IRN$Sigma
#> $IRN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001160512 0.0003419371 0.0006333014  0.001549082
#> 
#> $IRN$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.004685118 0.006603208 -0.005795487    0.0126349
#> Sigma[2,2] 0.604656889 0.150578200  0.441408708    0.8539265
#> 
#> $IRN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -7.257315e-05 0.004899855 -0.008399227  0.004381077
#> Sigma[3,2] -1.573054e-01 0.071098922 -0.247741307 -0.052609031
#> Sigma[3,3]  3.007794e-01 0.066227854  0.216877637  0.401496999
#> 
#> $IRN$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.00212454 0.004943749 -0.005924924   0.00747516
#> Sigma[4,2] 0.11664590 0.052356172  0.048564212   0.18473596
#> Sigma[4,3] 0.26206005 0.070012589  0.190446605   0.37159721
#> Sigma[4,4] 0.35188832 0.084132871  0.263681516   0.48027935
#> 
#> 
#> $IRN$A
#> $IRN$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.989735222 0.01685768  0.969988361  1.015351892
#> lag1_var2 -0.036302766 0.02928033 -0.074750269  0.005724861
#> lag1_var3 -0.079721102 0.05717366 -0.148602379  0.005051372
#> lag1_var4  0.072597811 0.05339188 -0.001695118  0.141355773
#> const      0.627016947 0.42186751  0.084319669  1.165844870
#> exo1      -0.016748862 0.02592693 -0.054099783  0.017367244
#> exo2       0.001518435 0.02860863 -0.033629296  0.044537148
#> exo3       0.019243013 0.02697022 -0.025206064  0.044071630
#> 
#> $IRN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07785651 0.4772271  -0.6348498    0.6635715
#> lag1_var2  0.90381659 0.9286928  -0.3451491    2.2268756
#> lag1_var3  0.46465841 2.0915141  -2.3392961    3.2832754
#> lag1_var4 -0.44920658 1.8657000  -2.9703563    2.0063355
#> const      4.66401217 4.8863527  -1.6436125   11.7881587
#> exo1      -0.01647624 0.7793248  -1.2276490    0.9767865
#> exo2      -0.71871880 1.1699158  -2.0185109    0.8896610
#> exo3      -0.67394542 0.4463014  -1.3507808   -0.1126182
#> 
#> $IRN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6033262 0.2183922   0.2469300    0.8715783
#> lag1_var2 -0.7186808 0.6116706  -1.5294196    0.1476950
#> lag1_var3 -0.5435510 1.3943211  -2.5441831    1.2871079
#> lag1_var4  1.2874264 1.2519801  -0.3668585    3.0737882
#> const     -4.3015135 5.7721567 -12.2214939    3.1411639
#> exo1      -1.6442040 0.5589314  -2.3127367   -1.0049549
#> exo2      -2.1518928 0.5481992  -2.8716686   -1.3898125
#> exo3      -0.7434224 0.5776083  -1.4186682    0.1466840
#> 
#> $IRN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6245109 0.2611666   0.3166798  1.025136258
#> lag1_var2 -0.7024128 0.5212889  -1.4837053  0.008798747
#> lag1_var3 -1.1579320 1.1658371  -3.0132088  0.270813075
#> lag1_var4  1.9146669 1.0661716   0.6240478  3.637951117
#> const     -3.7579659 6.5551688 -14.7576148  4.186714015
#> exo1      -1.8435660 0.5858580  -2.5908188 -1.155803284
#> exo2      -2.7247586 0.5071608  -3.4708199 -2.190026576
#> exo3      -1.1488421 0.5533592  -1.8542585 -0.358144543
#> 
#> 
#> 
#> $IRQ
#> $IRQ$Sigma
#> $IRQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01750125 0.002743712   0.0141211   0.02155234
#> 
#> $IRQ$Sigma$equation2
#>                   mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.01347375 0.008786309  -0.0226527 -0.0002020119
#> Sigma[2,2]  0.20286563 0.034515563   0.1519156  0.2519975110
#> 
#> $IRQ$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009917684 0.007841436 -0.001512359   0.01917752
#> Sigma[3,2] -0.111743312 0.030310270 -0.152517665  -0.07454210
#> Sigma[3,3]  0.163595320 0.031958874  0.125559809   0.21257089
#> 
#> $IRQ$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004483869 0.009789257 -0.008246583  0.019212515
#> Sigma[4,2] -0.030460618 0.022206584 -0.063023841 -0.003835928
#> Sigma[4,3]  0.130662366 0.027991302  0.096278025  0.168564826
#> Sigma[4,4]  0.131947992 0.028160514  0.096083903  0.169423419
#> 
#> 
#> $IRQ$A
#> $IRQ$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.90360049 0.03140230  0.855571848   0.94657839
#> lag1_var2  0.12552301 0.08105323  0.004765220   0.21341315
#> lag1_var3  0.29779896 0.21181632 -0.009995948   0.53256059
#> lag1_var4 -0.27156631 0.20545932 -0.506591029   0.02481231
#> const      1.39307858 0.84393875  0.157128003   2.51339400
#> exo1       0.03859936 0.13649199 -0.160829696   0.16963652
#> exo2      -0.16146360 0.14965101 -0.404288147  -0.02004381
#> exo3      -0.01643781 0.10859082 -0.170861180   0.12704922
#> 
#> $IRQ$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.34745578 0.1369055   0.2210770   0.57276025
#> lag1_var2 -0.03738706 0.5470301  -1.0197063   0.44541674
#> lag1_var3 -2.42364765 1.3063256  -4.7267415  -1.25002748
#> lag1_var4  2.35333592 1.2486697   1.1855551   4.53022563
#> const     -5.45297635 2.1807838  -8.3312200  -2.86703572
#> exo1      -0.31135590 0.3389358  -0.8868424   0.06266574
#> exo2       1.45666920 0.4501972   0.9342189   2.10288051
#> exo3       0.82304056 0.6837706  -0.0169304   1.86767011
#> 
#> $IRQ$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.19130099 0.1563844  -0.4461613  -0.01083087
#> lag1_var2  1.04231648 0.3045153   0.5923149   1.44503626
#> lag1_var3  3.44086408 0.7671098   2.3285706   4.37704733
#> lag1_var4 -2.48604999 0.7634584  -3.3988865  -1.38451947
#> const      6.48176026 3.2523091   1.2747190  10.45144097
#> exo1       0.04285283 0.3283219  -0.5167767   0.32903090
#> exo2      -2.51387850 0.3395665  -2.9795538  -2.11201155
#> exo3      -0.74727599 0.3825995  -1.4292091  -0.43596875
#> 
#> $IRQ$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05568221 0.1828578  -0.3680870    0.1326436
#> lag1_var2  0.83520994 0.2508611   0.4525428    1.0829241
#> lag1_var3  1.96370799 0.6310622   1.0538755    2.6265449
#> lag1_var4 -1.01751337 0.6146536  -1.6716285   -0.1421522
#> const      3.55939257 3.2023419  -1.2649691    7.9373068
#> exo1      -0.09440515 0.3276316  -0.6101813    0.2455070
#> exo2      -2.25393163 0.2378386  -2.5751780   -1.9975033
#> exo3      -0.51454933 0.2494505  -0.8706934   -0.2630440
#> 
#> 
#> 
#> $ISL
#> $ISL$Sigma
#> $ISL$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001313606 0.0003179308 0.0009405163  0.001772015
#> 
#> $ISL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03364299 0.009925644 -0.04931864  -0.02312716
#> Sigma[2,2]  1.14926573 0.309838983  0.78389748   1.61933835
#> 
#> $ISL$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03109887 0.01203562  0.01568185   0.04744774
#> Sigma[3,2] -1.15922593 0.37702868 -1.71810695  -0.67780428
#> Sigma[3,3]  1.80396898 0.49845123  1.38966126   2.66095231
#> 
#> $ISL$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.005983553 0.007076636 -0.00324188   0.01683619
#> Sigma[4,2] -0.304465739 0.207290157 -0.65551427  -0.09164468
#> Sigma[4,3]  0.965497775 0.343476594  0.64986348   1.57108650
#> Sigma[4,4]  0.763896010 0.295140217  0.49862769   1.30446820
#> 
#> 
#> $ISL$A
#> $ISL$A$equation1
#>                  mean         sd  5% quantile  95% quantile
#> lag1_var1  0.99539683 0.01969591  0.972981330  1.023795e+00
#> lag1_var2 -0.05171023 0.05154687 -0.136058610 -3.379664e-05
#> lag1_var3 -0.06807858 0.07073184 -0.183838700  5.212886e-03
#> lag1_var4  0.06732895 0.07027988 -0.005585273  1.810549e-01
#> const      0.19796509 0.39480698 -0.433508734  6.162980e-01
#> exo1      -0.02125607 0.03614726 -0.079050554  2.079292e-02
#> exo2      -0.10186102 0.05692089 -0.184608343 -2.851917e-02
#> exo3       0.03649194 0.02645345  0.003974739  7.356369e-02
#> 
#> $ISL$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.04763966  0.5577719  -0.8939901    0.6486282
#> lag1_var2  1.12241340  1.3116486  -0.3143064    3.3560153
#> lag1_var3  0.63384263  1.8804936  -1.5604777    3.6750726
#> lag1_var4 -0.70693341  1.9106701  -3.6531343    1.6207569
#> const      8.02571768 11.7763096  -7.0110312   24.4185970
#> exo1       0.79548912  0.7902592  -0.2604365    1.9119753
#> exo2       1.65329793  1.4897900  -0.3060571    3.3745169
#> exo3       0.35678139  0.7185163  -0.7335071    1.1679571
#> 
#> $ISL$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.4330286  0.5486141  -0.1797958    1.2064695
#> lag1_var2  2.0367159  1.8821166  -0.6209752    4.3468766
#> lag1_var3  3.4629386  2.6625063  -0.1896968    6.6131867
#> lag1_var4 -2.6536268  2.7130490  -5.8583185    1.0486785
#> const      3.8890807 14.6951942 -12.7171365   24.6381436
#> exo1      -1.1434934  0.9867828  -2.0766912    0.4746600
#> exo2      -4.0855950  1.9383869  -6.8266887   -1.5270311
#> exo3      -1.1850238  1.1423201  -2.7514201    0.2958436
#> 
#> $ISL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4110698 0.3832341  -0.1496367    0.9379490
#> lag1_var2  2.5572183 1.3706391   0.7213566    4.2526509
#> lag1_var3  3.5145142 1.8580811   1.0860062    5.7486045
#> lag1_var4 -2.7563485 1.8644587  -4.9702642   -0.3340745
#> const      9.3437440 8.6439007   0.8010698   24.3003459
#> exo1      -0.5577769 1.1339805  -1.6675833    1.2292686
#> exo2      -2.9866822 1.1535940  -4.6803185   -1.5094123
#> exo3      -0.9770827 0.8103120  -2.1045583    0.1062171
#> 
#> 
#> 
#> $ISR
#> $ISR$Sigma
#> $ISR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003851149 5.701641e-05 0.0002929968 0.0004313605
#> 
#> $ISR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00959854 0.002385933 -0.01297286 -0.006580286
#> Sigma[2,2]  0.71281549 0.189108040  0.50703388  1.044067049
#> 
#> $ISR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009087272 0.002965618  0.005554709   0.01320264
#> Sigma[3,2] -0.689914689 0.192575491 -1.033463029  -0.50511874
#> Sigma[3,3]  0.870095336 0.195307156  0.705844061   1.20314651
#> 
#> $ISR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003461257 0.002102005  0.0007526725  0.006398085
#> Sigma[4,2] -0.274043397 0.087711629 -0.4261022465 -0.196342425
#> Sigma[4,3]  0.484550827 0.097940159  0.3760885655  0.630872735
#> Sigma[4,4]  0.343586023 0.063278415  0.2749655899  0.438415725
#> 
#> 
#> $ISR$A
#> $ISR$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.971074862 0.007397647  0.96222769  0.981085539
#> lag1_var2  0.002320153 0.016118869 -0.01519289  0.027937349
#> lag1_var3  0.005609733 0.026499116 -0.02417533  0.046616513
#> lag1_var4 -0.003519037 0.026011587 -0.04175617  0.026048764
#> const      0.676106154 0.139859835  0.47344669  0.843274943
#> exo1      -0.009091077 0.013686953 -0.02739382  0.005453762
#> exo2      -0.050690117 0.018795166 -0.07946176 -0.030032041
#> exo3       0.053559416 0.016856902  0.03805284  0.083816709
#> 
#> $ISR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5888273 0.5559375 -0.02418069    1.5258191
#> lag1_var2  1.9344753 0.6033954  1.13989362    2.8553830
#> lag1_var3  1.8115635 0.9654459  0.59713457    3.3626049
#> lag1_var4 -2.1205061 0.8992657 -3.59834713   -1.0979810
#> const      5.3833123 7.3760449 -4.66618161   15.5821531
#> exo1      -0.6752110 1.2021502 -2.40776997    0.9366127
#> exo2       0.7898225 0.7791365  0.07910442    2.0813074
#> exo3       0.1514028 0.5190430 -0.66797512    0.8348324
#> 
#> $ISR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.21162499 0.5634768  -0.6672407    0.9267710
#> lag1_var2 -0.89411519 0.6731062  -2.0090405   -0.1412850
#> lag1_var3 -0.58698529 1.1210874  -2.4127207    0.6893436
#> lag1_var4  1.56681581 1.0767422   0.4136331    3.3007913
#> const     -4.63635092 9.6890138 -17.8059003    7.6158918
#> exo1       0.06456409 1.1763606  -1.5210847    1.7435538
#> exo2      -2.28011068 0.9191327  -3.6340837   -1.0992908
#> exo3      -0.86544084 0.9668519  -2.0716426    0.5590494
#> 
#> $ISR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5920483 0.3354473   0.2594212    1.1135508
#> lag1_var2 -0.1306159 0.5338630  -0.9450802    0.4179137
#> lag1_var3 -0.1729906 0.9216050  -1.5335187    0.8638222
#> lag1_var4  0.9749092 0.8862961  -0.1154473    2.2491794
#> const     -2.5668424 6.5370107 -10.8462532    6.1169479
#> exo1      -0.3834562 0.5525479  -1.1077444    0.3472197
#> exo2      -1.8634047 0.5810724  -2.5026442   -1.0453546
#> exo3      -0.7862065 0.7497108  -1.7787773    0.3060729
#> 
#> 
#> 
#> $ITA
#> $ITA$Sigma
#> $ITA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003366469 9.064764e-05 0.0002204196 0.0004604746
#> 
#> $ITA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008537971 0.001478727 -0.01026267  -0.00617594
#> Sigma[2,2]  0.567208306 0.075000308  0.44885788   0.65329100
#> 
#> $ITA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004692975 0.001217076  0.003064214  0.006511937
#> Sigma[3,2] -0.329103185 0.067725519 -0.420139953 -0.228255519
#> Sigma[3,3]  0.331686146 0.062203372  0.275170953  0.435549427
#> 
#> $ITA$Sigma$equation4
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0005323768 0.00112798 -0.001183052  0.001936518
#> Sigma[4,2] -0.0580811016 0.05431508 -0.141762764  0.011372141
#> Sigma[4,3]  0.1895143429 0.04239337  0.145684847  0.261315824
#> Sigma[4,4]  0.1786274309 0.03284252  0.138010902  0.230316440
#> 
#> 
#> $ITA$A
#> $ITA$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9814822850 0.02318974  0.94968177   1.01278177
#> lag1_var2 -0.0020548724 0.04828670 -0.07541108   0.05856730
#> lag1_var3 -0.0123724757 0.09919626 -0.16277478   0.11051940
#> lag1_var4  0.0104082956 0.09228879 -0.10068692   0.15262016
#> const      0.5857851531 0.32007722  0.10438796   1.02135801
#> exo1       0.0006010144 0.02339200 -0.01811348   0.04147531
#> exo2      -0.0964766773 0.02267849 -0.12799004  -0.06516549
#> exo3       0.0749799797 0.02205868  0.05342616   0.10900332
#> 
#> $ITA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.15459371 0.8932854  -1.2271519    1.0587688
#> lag1_var2  2.01334010 1.9501164  -0.4593744    4.5279701
#> lag1_var3  2.35970483 4.1034017  -2.7774803    7.6317231
#> lag1_var4 -2.38614433 3.7581924  -7.2560630    2.3911978
#> const      6.95575973 9.0631566  -3.7004267   20.6304747
#> exo1       0.07998941 0.7656602  -1.0517600    0.9980301
#> exo2      -0.21179632 1.0084260  -1.9048482    0.8826600
#> exo3      -0.11886557 0.9553819  -1.4297025    1.0931795
#> 
#> $ITA$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.18912411 0.5799370   0.1892949    1.8235015
#> lag1_var2  -1.51016560 1.2272532  -3.0949981    0.2294105
#> lag1_var3  -2.29744139 2.5411398  -5.5281983    1.3792427
#> lag1_var4   2.81199991 2.3218677  -0.4339437    5.7870580
#> const     -10.81614663 4.5172010 -15.4294563   -3.5035171
#> exo1        0.23743741 0.5566278  -0.5067760    0.9936078
#> exo2       -0.77833660 0.6904559  -1.5915184    0.2022547
#> exo3       -0.01288056 0.7399523  -0.9778906    1.0943706
#> 
#> $ITA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.21625572 0.5049966   0.5159459    1.9230222
#> lag1_var2 -0.96234813 0.9125528  -2.0400696    0.4508576
#> lag1_var3 -2.04174558 1.8965326  -4.2379355    0.8994615
#> lag1_var4  2.52250518 1.7084729  -0.1407296    4.4483684
#> const     -9.32198804 4.0401044 -14.0599029   -3.3274013
#> exo1       0.28887800 0.2811910  -0.1199340    0.6948830
#> exo2      -0.97816038 0.4509362  -1.5708454   -0.3479995
#> exo3      -0.07633619 0.4008026  -0.6376748    0.4955562
#> 
#> 
#> 
#> $JAM
#> $JAM$Sigma
#> $JAM$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.000413087 3.359171e-05 0.000372385 0.0004630211
#> 
#> $JAM$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004063027 0.001645472 -0.00591712 -0.001514632
#> Sigma[2,2]  0.306281816 0.075932209  0.22310622  0.420180700
#> 
#> $JAM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006626724 0.002956647  0.003074097   0.01102471
#> Sigma[3,2] -0.302996481 0.109768216 -0.485238102  -0.19769163
#> Sigma[3,3]  0.776447630 0.167070245  0.559589964   0.99101461
#> 
#> $JAM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004265375 0.002388804  0.001171982  0.007886469
#> Sigma[4,2] -0.112270713 0.077828096 -0.235874461 -0.021234218
#> Sigma[4,3]  0.623290057 0.136907239  0.460045296  0.790773992
#> Sigma[4,4]  0.591914050 0.131009565  0.437216396  0.789815173
#> 
#> 
#> $JAM$A
#> $JAM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.952228759 0.02412859  0.92488163   0.98836669
#> lag1_var2  0.039239936 0.05658568 -0.03278627   0.11822542
#> lag1_var3  0.064731493 0.09002482 -0.04624063   0.19071831
#> lag1_var4 -0.059501286 0.08471970 -0.17835728   0.04399590
#> const      0.803942450 0.26729808  0.43521323   1.16535396
#> exo1      -0.004293117 0.02104326 -0.03132285   0.02833207
#> exo2      -0.117284165 0.01863787 -0.14663423  -0.09709443
#> exo3       0.030057743 0.01681329  0.01547072   0.05979506
#> 
#> $JAM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7100306 0.2353682  -1.0370355  -0.36797533
#> lag1_var2  2.8172386 0.4034954   2.1971596   3.35205236
#> lag1_var3  2.9448418 0.6684946   1.9545990   3.84115675
#> lag1_var4 -2.8073904 0.6192508  -3.6483397  -1.90473131
#> const      8.2067187 3.5544839   3.6844264  13.55640638
#> exo1       0.3292387 0.4162924  -0.1687269   1.02375093
#> exo2       1.4850258 0.6171381   0.6313543   2.31302170
#> exo3      -0.9288216 0.6205944  -1.5873965  -0.00946147
#> 
#> $JAM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04064962 0.7331620  -0.9473059    0.9896921
#> lag1_var2  0.57744749 1.2581093  -0.9929542    2.3018591
#> lag1_var3  1.41035526 2.1007965  -1.0540179    4.4705112
#> lag1_var4 -0.39330785 1.9792550  -3.3499968    1.8667363
#> const     -2.46817739 8.9093200 -14.5980872    8.3103177
#> exo1      -0.09000280 0.8989203  -1.4041173    0.9338280
#> exo2      -2.15648637 0.7317202  -3.1252073   -1.1202149
#> exo3       3.06481536 0.7494442   1.8664258    3.8686910
#> 
#> $JAM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5695083 0.7178490  -1.4864245    0.4029837
#> lag1_var2  2.1229757 1.2689878   0.8329923    3.9160968
#> lag1_var3  2.8516472 2.0515421   0.8369199    5.8873708
#> lag1_var4 -1.7111665 1.9380905  -4.6261474    0.1601909
#> const      2.0470855 9.5596636 -11.8212660   13.9817381
#> exo1       0.1458151 0.8810183  -0.9848422    1.2894502
#> exo2      -1.2361386 0.5693114  -2.0687656   -0.5051007
#> exo3       2.6216665 0.5453831   1.9632637    3.4365283
#> 
#> 
#> 
#> $JOR
#> $JOR$Sigma
#> $JOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003549873 8.284333e-05 0.0002378086 0.0004812603
#> 
#> $JOR$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0004186117 0.003315402 -0.005312634  0.004230459
#> Sigma[2,2]  0.9424890598 0.205577699  0.675405789  1.207696293
#> 
#> $JOR$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0005820254 0.001674218 -0.002069494  0.002653813
#> Sigma[3,2] -0.1697407662 0.050897796 -0.231513399 -0.094564258
#> Sigma[3,3]  0.3441345356 0.123281742  0.222377019  0.550428527
#> 
#> $JOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0004293947 0.002115789 -0.002027103  0.003616002
#> Sigma[4,2] 0.2327213984 0.097843702  0.092442854  0.342445484
#> Sigma[4,3] 0.3206893376 0.131315468  0.194585065  0.537127977
#> Sigma[4,4] 0.4773229348 0.158616270  0.311016398  0.722865508
#> 
#> 
#> $JOR$A
#> $JOR$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.96793418 0.005786412  0.961785379   0.97612544
#> lag1_var2  0.03014656 0.011748083  0.016644831   0.04831927
#> lag1_var3  0.07093010 0.029337085  0.034423144   0.11532711
#> lag1_var4 -0.07038719 0.025598876 -0.109679885  -0.04007988
#> const      0.75105467 0.114518876  0.662279468   0.94263174
#> exo1       0.02761224 0.018475463  0.002804414   0.05503175
#> exo2      -0.03863032 0.017826799 -0.061824273  -0.01018529
#> exo3       0.02441645 0.021814101 -0.005510180   0.05292334
#> 
#> $JOR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4362621 0.4826621  -0.2711937   1.06888197
#> lag1_var2  0.3151600 0.9843423  -0.9321017   1.72793138
#> lag1_var3 -1.3005462 2.4286364  -4.3314121   2.30778036
#> lag1_var4  1.1748664 2.1928949  -1.9450943   3.97080733
#> const     -3.0449326 6.4922276 -12.5020720   4.95603830
#> exo1      -0.7932082 0.7194047  -1.9548336   0.05599717
#> exo2       2.6619427 0.9067895   1.7568005   4.05367118
#> exo3       1.1566781 0.5689791   0.2628555   1.89302333
#> 
#> $JOR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1582976 0.1969029 -0.46289555   0.07508977
#> lag1_var2  0.7433301 0.4868984  0.03223937   1.40220394
#> lag1_var3  2.6316383 1.2663944  0.75130897   4.28602428
#> lag1_var4 -1.6945774 1.1558218 -3.21265264   0.01994014
#> const      4.6383275 4.2891300 -1.93686855   8.99507926
#> exo1       0.3276532 0.8227832 -0.77410558   1.43399536
#> exo2      -0.2228906 0.5286906 -0.83580124   0.59025285
#> exo3      -1.0373500 0.7902349 -2.11264862   0.10774069
#> 
#> $JOR$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.008271172 0.2500800 -0.29907917    0.3609092
#> lag1_var2  0.668680259 0.4189110  0.11385225    1.1597373
#> lag1_var3  1.604492985 1.0502562  0.29566780    2.8916197
#> lag1_var4 -0.698608722 0.9810765 -1.86814106    0.5315521
#> const      2.753297324 4.7181658 -4.14585702    8.5742995
#> exo1       0.017793607 0.9834821 -1.25455224    1.4733975
#> exo2       1.006057530 0.5925313  0.06221705    1.7647554
#> exo3      -0.721825307 1.0159069 -1.92795303    0.8391333
#> 
#> 
#> 
#> $JPN
#> $JPN$Sigma
#> $JPN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003137186 3.336754e-05 0.0002796834 0.0003663607
#> 
#> $JPN$Sigma$equation2
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003278709 0.0008701855 -0.00424284 -0.002253966
#> Sigma[2,2]  0.094589884 0.0290022623  0.05854612  0.135630847
#> 
#> $JPN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003216426 0.001031367  0.001981472  0.004696537
#> Sigma[3,2] -0.098044566 0.027279304 -0.138009568 -0.062463967
#> Sigma[3,3]  0.130381871 0.025998384  0.094952015  0.163087556
#> 
#> $JPN$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.00125379 0.000664518  0.00049144  0.002215031
#> Sigma[4,2] -0.04138878 0.013254840 -0.05872396 -0.023377169
#> Sigma[4,3]  0.07275047 0.014324198  0.05328452  0.092390071
#> Sigma[4,4]  0.04915493 0.009233240  0.03868328  0.063490368
#> 
#> 
#> $JPN$A
#> $JPN$A$equation1
#>                    mean          sd  5% quantile 95% quantile
#> lag1_var1  0.9774536240 0.011797945  0.960679762  0.992754278
#> lag1_var2  0.0005032937 0.028137188 -0.046449992  0.028412357
#> lag1_var3 -0.0029162767 0.045248827 -0.078092863  0.040773721
#> lag1_var4  0.0033176107 0.043329067 -0.040846969  0.074789244
#> const      0.6315762482 0.294188973  0.419479731  1.129172732
#> exo1      -0.0099659210 0.011831881 -0.023595488  0.009085697
#> exo2      -0.0455402214 0.016287847 -0.067684541 -0.025201051
#> exo3       0.0203377064 0.008609948  0.008465477  0.032840946
#> 
#> $JPN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.22985206 0.1265755 -0.37704756  -0.04667995
#> lag1_var2  0.81857264 0.4821708 -0.01871021   1.34563920
#> lag1_var3 -0.30868114 0.7969059 -1.64466421   0.59370790
#> lag1_var4  0.40343407 0.7796506 -0.46485844   1.71807063
#> const      0.78957070 3.6386998 -4.54557834   4.77650319
#> exo1       0.09784116 0.1981366 -0.20342815   0.28271126
#> exo2       0.33640290 0.1994156  0.10397881   0.66791879
#> exo3       0.21350580 0.1908568  0.02707444   0.54341860
#> 
#> $JPN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4878616 0.2238941   0.1874741   0.82939756
#> lag1_var2 -0.3320433 0.9244685  -1.4273279   1.09531186
#> lag1_var3  1.0169023 1.4990800  -0.7411988   3.26747077
#> lag1_var4 -0.2176252 1.4532301  -2.3965587   1.46350268
#> const     -0.5264036 4.5135934  -5.8237772   6.14710145
#> exo1      -0.3162533 0.2183405  -0.6009212   0.01473667
#> exo2      -0.5778396 0.2481070  -0.9448528  -0.24388246
#> exo3      -0.3004765 0.2766900  -0.7346444   0.01994224
#> 
#> $JPN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3587165 0.1758721   0.1372387   0.63087428
#> lag1_var2 -0.1999704 0.7223877  -1.1167576   0.80253785
#> lag1_var3  0.2432367 1.1589431  -1.2144118   1.82207667
#> lag1_var4  0.6245463 1.1167452  -0.8996022   2.02909552
#> const     -0.9815643 2.6918666  -4.5012164   2.64359188
#> exo1      -0.2656440 0.1253340  -0.4442066  -0.10197163
#> exo2      -0.3830736 0.1476009  -0.5711768  -0.17846839
#> exo3      -0.1709266 0.1945802  -0.4469290   0.05979198
#> 
#> 
#> 
#> $KAZ
#> $KAZ$Sigma
#> $KAZ$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001299443 0.0003584579 0.0009454216  0.001850163
#> 
#> $KAZ$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02463778 0.007880113 -0.03776749   -0.0160566
#> Sigma[2,2]  1.24671801 0.260244132  0.99713117    1.6567721
#> 
#> $KAZ$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01619971 0.005623324  0.009563014   0.02494919
#> Sigma[3,2] -0.82997552 0.190532328 -1.143807952  -0.63492659
#> Sigma[3,3]  0.60463853 0.139647740  0.447493483   0.83708383
#> 
#> $KAZ$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001569416 0.001157491 -0.003217531 -3.316156e-05
#> Sigma[4,2]  0.061989152 0.050552961 -0.028332821  1.128462e-01
#> Sigma[4,3]  0.014179524 0.031509734 -0.018344217  6.881970e-02
#> Sigma[4,4]  0.062237274 0.016443466  0.039499107  8.386329e-02
#> 
#> 
#> $KAZ$A
#> $KAZ$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.064423672 0.01378249  1.04726435   1.08629579
#> lag1_var2  0.029793853 0.04924794 -0.03867013   0.09796432
#> lag1_var3  0.020902147 0.07005844 -0.07768021   0.11698841
#> lag1_var4 -0.051826723 0.07074989 -0.14864360   0.04501377
#> const      0.465826915 0.36226716 -0.06379739   0.92194430
#> exo1      -0.006445458 0.02376054 -0.04306404   0.02158964
#> exo2      -0.072538874 0.03079645 -0.11004096  -0.02906802
#> exo3      -0.034704984 0.03244478 -0.07264498   0.01353456
#> 
#> $KAZ$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -2.0028629  0.5811104  -2.8980942    -1.401875
#> lag1_var2  1.5841099  1.6880915  -0.9958876     3.617799
#> lag1_var3  1.2784812  2.4071319  -2.3869459     4.118636
#> lag1_var4 -0.6472865  2.4328642  -3.6819096     3.004321
#> const      8.8771729 12.4512523  -8.6843273    24.420189
#> exo1      -0.1227932  1.2997027  -1.9015635     1.608350
#> exo2       0.8750262  0.6219056   0.1307613     1.818181
#> exo3       1.2169972  1.2598309  -0.4673360     2.853110
#> 
#> $KAZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1139119 0.4209560   0.6631055    1.7300650
#> lag1_var2  0.1551357 1.3034052  -1.3000634    2.3182843
#> lag1_var3  0.9595819 1.8517099  -1.1049173    4.0302865
#> lag1_var4 -0.3330150 1.8850320  -3.4117190    1.8344173
#> const     -3.4931627 9.4871142 -15.5378732    9.7264205
#> exo1       0.7208073 0.9120741  -0.4130572    1.9699565
#> exo2      -1.2810652 0.5805738  -2.1919971   -0.5995775
#> exo3      -0.4300327 0.7808554  -1.2954619    0.6725080
#> 
#> $KAZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3264292 0.1013104  -0.4837380   -0.2035546
#> lag1_var2  0.8630889 0.3993214   0.4057259    1.5151030
#> lag1_var3  1.2851150 0.5690412   0.6302382    2.2143041
#> lag1_var4 -0.1900144 0.5642608  -1.1052699    0.4547248
#> const      1.8462053 2.2603575  -1.4600174    4.4374291
#> exo1       0.6794605 0.2542445   0.3055003    1.0081402
#> exo2      -0.6954305 0.2925942  -1.0588872   -0.3093177
#> exo3       0.4422578 0.2564396   0.1324266    0.8528163
#> 
#> 
#> 
#> $KEN
#> $KEN$Sigma
#> $KEN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000446162 0.0001369521 0.0003271279 0.0006746487
#> 
#> $KEN$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0007111799 0.0003330403 -0.001230809 -0.000295604
#> Sigma[2,2]  0.0418477776 0.0123355305  0.026756535  0.058841783
#> 
#> $KEN$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001120507 0.0004608537  0.0006989534  0.001942246
#> Sigma[3,2] -0.043420185 0.0131393754 -0.0633389003 -0.028361126
#> Sigma[3,3]  0.055331773 0.0164942837  0.0377126510  0.082291066
#> 
#> $KEN$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.000614643 0.0003570817  0.0002033416  0.001157602
#> Sigma[4,2] -0.012988479 0.0046649091 -0.0210504754 -0.008291744
#> Sigma[4,3]  0.024022200 0.0078257565  0.0160718482  0.036592489
#> Sigma[4,4]  0.014894783 0.0047836390  0.0102900838  0.022150095
#> 
#> 
#> $KEN$A
#> $KEN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.02843093 0.02001567  1.00135332   1.05381423
#> lag1_var2 -0.08297883 0.03552300 -0.12007898  -0.03107349
#> lag1_var3 -0.11432619 0.05105102 -0.17081042  -0.04058204
#> lag1_var4  0.10249102 0.05628150  0.02179089   0.16563655
#> const      0.20252699 0.22074491 -0.06922914   0.53646623
#> exo1      -0.03703022 0.01373382 -0.05843417  -0.02014885
#> exo2      -0.05853930 0.01100614 -0.07098794  -0.04101175
#> exo3       0.01684828 0.02173286 -0.02087981   0.03346028
#> 
#> $KEN$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.24357019 0.1890693  0.003059073    0.5099716
#> lag1_var2 -0.26334101 0.3182617 -0.645275065    0.1434873
#> lag1_var3 -1.62359218 0.4415412 -2.221641110   -1.1135132
#> lag1_var4  1.60438288 0.4318013  1.073888534    2.1962317
#> const     -4.28285224 1.6049365 -5.990109967   -1.7558582
#> exo1      -0.05665931 0.2018741 -0.296069655    0.2175739
#> exo2       0.56207671 0.2078839  0.291433859    0.8090320
#> exo3       0.15647831 0.2205666 -0.163926614    0.4775836
#> 
#> $KEN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1077724 0.2194320 -0.21364836    0.3889248
#> lag1_var2  1.1421068 0.3573004  0.61762146    1.5602376
#> lag1_var3  2.5820852 0.4880867  1.85686109    3.1333434
#> lag1_var4 -1.6775122 0.4660682 -2.24236464   -0.9822583
#> const      4.3668713 2.1435473  1.31594980    6.9435574
#> exo1       0.1046507 0.1950397 -0.20292657    0.3409215
#> exo2      -1.0461072 0.2839230 -1.32852521   -0.6422676
#> exo3       0.2605592 0.2622352 -0.07356137    0.6519996
#> 
#> $KEN$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.29867911 0.10217364  0.14538442    0.4278287
#> lag1_var2  0.55719998 0.21016289  0.23158339    0.8295355
#> lag1_var3  0.85837917 0.26303043  0.43766917    1.1816370
#> lag1_var4  0.04048561 0.26150888 -0.28369567    0.4442322
#> const      0.31404089 1.40770314 -1.54220515    2.0910827
#> exo1       0.06677715 0.07862133 -0.05877473    0.1648272
#> exo2      -0.67057859 0.15415777 -0.85565102   -0.4410024
#> exo3       0.39413377 0.12980872  0.21135396    0.5535445
#> 
#> 
#> 
#> $KGZ
#> $KGZ$Sigma
#> $KGZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002553528 0.0005418482  0.00189864  0.003322687
#> 
#> $KGZ$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001561902 0.001041732 0.0005410757  0.003221724
#> Sigma[2,2] 0.014060352 0.004211999 0.0091879934  0.019497840
#> 
#> $KGZ$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01933664 0.009158488 -0.03212582 -0.007053918
#> Sigma[3,2] -0.02232934 0.016019796 -0.04680892 -0.003058991
#> Sigma[3,3]  0.53293326 0.132516496  0.37380086  0.721632650
#> 
#> $KGZ$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01858735 0.009046817 -0.03096993 -0.006104606
#> Sigma[4,2] -0.01336708 0.014678349 -0.03515795  0.005331098
#> Sigma[4,3]  0.53107286 0.129133143  0.37414717  0.711204978
#> Sigma[4,4]  0.53534156 0.126747732  0.38100493  0.708577490
#> 
#> 
#> $KGZ$A
#> $KGZ$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.917657927 0.02016362  0.89788502  0.945724310
#> lag1_var2  0.094100050 0.09634243 -0.02333784  0.233602989
#> lag1_var3  0.001657974 0.14699523 -0.19054321  0.205438941
#> lag1_var4  0.009231252 0.14375003 -0.18725299  0.201295936
#> const      0.857659056 0.61012548 -0.02764783  1.593700916
#> exo1       0.033704199 0.04137465 -0.02071786  0.087561860
#> exo2      -0.129103905 0.06477048 -0.22006876 -0.044886032
#> exo3      -0.069019618 0.03946449 -0.11514847 -0.006977404
#> 
#> $KGZ$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.15083808 0.07503763  0.05933848    0.2616466
#> lag1_var2  0.43355922 0.24981448  0.19703601    0.8330943
#> lag1_var3 -0.65679896 0.34090102 -0.94437170   -0.1034822
#> lag1_var4  0.62630136 0.33359727  0.08521947    0.9038790
#> const     -0.83668603 1.48367919 -2.88219771    1.1105936
#> exo1       0.03431545 0.12164274 -0.07537602    0.2354069
#> exo2       0.34450060 0.09504878  0.21396667    0.4814871
#> exo3      -0.42381998 0.08642895 -0.52136025   -0.2978595
#> 
#> $KGZ$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01419126 0.3275978 -0.41410797    0.4960220
#> lag1_var2  1.85488569 1.7458715 -0.91592951    3.5332618
#> lag1_var3  4.59840730 2.3467782  0.98735468    6.9961745
#> lag1_var4 -3.65720975 2.3001449 -6.03129451   -0.1358192
#> const      5.81238651 6.4451162 -2.20723110   16.4951679
#> exo1      -0.03310801 0.7086975 -1.02513926    0.8631671
#> exo2       0.34583190 1.0107716 -0.95695405    1.5693695
#> exo3       1.04961378 0.7605410 -0.07090166    2.0791830
#> 
#> $KGZ$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.094663515 0.3513074 -0.34849600    0.6481557
#> lag1_var2  1.776794744 1.7160004 -0.86389376    3.4087518
#> lag1_var3  3.605645547 2.3175438 -0.01075732    5.9332481
#> lag1_var4 -2.673608171 2.2740317 -4.97743718    0.8916242
#> const      4.302239000 6.9743617 -4.91416868   15.6487162
#> exo1      -0.005616129 0.7276521 -1.06180425    0.8761628
#> exo2       0.572591390 1.0146011 -0.76596562    1.7601293
#> exo3       0.777908126 0.7685791 -0.36681710    1.7864833
#> 
#> 
#> 
#> $KHM
#> $KHM$Sigma
#> $KHM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006534322 0.001189848 0.005081128  0.008012085
#> 
#> $KHM$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0004601062 0.001391604 -0.002405098  0.001404754
#> Sigma[2,2]  0.0361811939 0.009361600  0.025215169  0.049161597
#> 
#> $KHM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.03392418 0.01067722 -0.04867448 -0.019007245
#> Sigma[3,2] -0.02747445 0.02546809 -0.06101143  0.008959806
#> Sigma[3,3]  0.62262722 0.11152138  0.50723087  0.799411029
#> 
#> $KHM$Sigma$equation4
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0346749736 0.01037845 -0.04843731  -0.01967515
#> Sigma[4,2] -0.0009859306 0.02484026 -0.03237231   0.03450580
#> Sigma[4,3]  0.6065637299 0.11179215  0.49231361   0.78989583
#> Sigma[4,4]  0.6100464132 0.11405657  0.49044338   0.79905131
#> 
#> 
#> $KHM$A
#> $KHM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97857854 0.04224408   0.9382887   1.04736194
#> lag1_var2  0.14769251 0.27556912  -0.2593154   0.42875849
#> lag1_var3  0.18246488 0.42352876  -0.4748044   0.61945101
#> lag1_var4 -0.18814146 0.42110619  -0.6234254   0.46223147
#> const      0.96116356 0.96041691  -0.6026855   1.98325704
#> exo1       0.02215857 0.07996794  -0.1121694   0.09667974
#> exo2      -0.05034453 0.05467259  -0.1312907   0.01987325
#> exo3       0.02519527 0.12380111  -0.1473449   0.19154995
#> 
#> $KHM$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.12054173 0.05774174 -0.20087174  -0.04009411
#> lag1_var2  1.02986074 0.59354369  0.26540792   1.87354065
#> lag1_var3  0.40796824 0.83600899 -0.59446139   1.66594685
#> lag1_var4 -0.40220699 0.83843802 -1.66494784   0.60670807
#> const      2.50294372 1.91527181  0.14376211   5.41065194
#> exo1      -0.10539942 0.20668096 -0.37496023   0.19655561
#> exo2       0.06304842 0.17732545 -0.18159484   0.31560069
#> exo3       0.12758843 0.17697713 -0.08289012   0.41212461
#> 
#> $KHM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.42268176  0.4911837  -0.3041818    1.0023198
#> lag1_var2 -1.63249646  2.4677232  -5.2521937    1.7871903
#> lag1_var3 -0.42291013  3.7175710  -6.0153695    4.7791656
#> lag1_var4  1.42786233  3.7201010  -3.7797683    7.0262829
#> const     -9.73592248 12.3862699 -23.8153587    7.6860860
#> exo1      -0.34593912  0.5630099  -1.0612887    0.4239374
#> exo2      -1.31788373  0.7326706  -2.1934702   -0.3930262
#> exo3      -0.01105635  0.6537012  -1.0308096    0.8662951
#> 
#> $KHM$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.34406121  0.4972394  -0.4221423    0.9054220
#> lag1_var2 -1.24611567  2.3141198  -4.2924211    2.2858419
#> lag1_var3 -0.63468051  3.5394844  -5.4363015    4.8032047
#> lag1_var4  1.64850028  3.5458215  -3.8057900    6.4577253
#> const     -8.47134756 12.7083911 -22.2196687   10.7093212
#> exo1      -0.43164014  0.5257203  -1.0940281    0.1952715
#> exo2      -1.28935613  0.7138598  -2.1231402   -0.3879065
#> exo3       0.07330886  0.6512944  -0.8896355    0.9413895
#> 
#> 
#> 
#> $KOR
#> $KOR$Sigma
#> $KOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005471458 0.0001839077 0.0003417544 0.0008192894
#> 
#> $KOR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01384816 0.005043507 -0.02190402 -0.007882119
#> Sigma[2,2]  0.60003482 0.151394943  0.39840133  0.793705023
#> 
#> $KOR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01477491 0.005581428  0.008669133   0.02392607
#> Sigma[3,2] -0.63587106 0.173028109 -0.867876214  -0.43321781
#> Sigma[3,3]  0.78049695 0.204357613  0.570594054   1.06292153
#> 
#> $KOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006536359 0.002742683  0.003930878   0.01092069
#> Sigma[4,2] -0.279105274 0.088231562 -0.396286283  -0.19648767
#> Sigma[4,3]  0.405762820 0.106109684  0.297412529   0.55036320
#> Sigma[4,4]  0.243323202 0.056003470  0.183530111   0.31826735
#> 
#> 
#> $KOR$A
#> $KOR$A$equation1
#>                    mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9747721916 0.00816640  0.963958979  0.985063669
#> lag1_var2  0.0506585804 0.03235635  0.013919924  0.103503374
#> lag1_var3  0.0715444000 0.05817902  0.012978115  0.172062426
#> lag1_var4 -0.0752405554 0.05775491 -0.176065315 -0.018084594
#> const      0.9507271730 0.27023313  0.668309793  1.406539422
#> exo1      -0.0003304016 0.01748761 -0.028777693  0.017929325
#> exo2      -0.0380005124 0.02291001 -0.054282553 -0.002356892
#> exo3       0.0074262464 0.00985724 -0.007467029  0.017810339
#> 
#> $KOR$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.682969033 0.3282563  -1.1563523   -0.3050728
#> lag1_var2  1.311621401 1.2433251  -0.5931054    2.7397206
#> lag1_var3  1.005063587 2.1559532  -2.3523706    3.5578932
#> lag1_var4 -0.673252666 2.0881587  -3.2068667    2.5845142
#> const     -0.697665417 5.9816276  -9.1694985    6.8391712
#> exo1      -0.009735007 0.6395661  -0.9316611    0.8650097
#> exo2       0.415389755 0.6717665  -0.7596180    1.1344129
#> exo3      -0.123071303 0.4591660  -0.6214288    0.5239815
#> 
#> $KOR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.89716342 0.2147236   0.6660755    1.2022560
#> lag1_var2 -0.70331408 1.5232922  -2.6528766    1.5350637
#> lag1_var3 -0.47205187 2.6360257  -3.9158381    3.5392643
#> lag1_var4  1.06398844 2.5639725  -2.8591900    4.4372979
#> const      0.05846365 5.5351969  -6.4949139    8.3058283
#> exo1      -0.42106953 0.7827175  -1.5845294    0.6389530
#> exo2      -1.17166326 0.7138952  -1.8007123    0.1435155
#> exo3       0.19732131 0.5948687  -0.5848218    0.8877785
#> 
#> $KOR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4962711 0.1039663   0.3618237   0.64109306
#> lag1_var2 -0.2627696 0.8641015  -1.4045154   0.85986382
#> lag1_var3 -0.4515572 1.4893603  -2.4520302   1.57656460
#> lag1_var4  1.2532588 1.4516922  -0.7595701   3.19314861
#> const     -1.2441899 3.0040149  -5.1241812   3.00992544
#> exo1      -0.4408601 0.4222670  -1.0814398   0.08376958
#> exo2      -0.9453497 0.4486017  -1.4012346  -0.19758491
#> exo3       0.1252361 0.3340187  -0.2846370   0.52948927
#> 
#> 
#> 
#> $KWT
#> $KWT$Sigma
#> $KWT$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008361483 0.001392411 0.006113534   0.01011188
#> 
#> $KWT$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001184218 0.003375728 -0.002137979  0.006263659
#> Sigma[2,2] 0.058908442 0.011427654  0.043273940  0.075337179
#> 
#> $KWT$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.006182555 0.008279828 -0.01884763  0.003936776
#> Sigma[3,2] -0.029436792 0.019261269 -0.06039907 -0.006110657
#> Sigma[3,3]  0.289719470 0.061518887  0.20908277  0.361830847
#> 
#> $KWT$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.005109616 0.009049528 -0.01808012  0.007413532
#> Sigma[4,2]  0.011440349 0.015958427 -0.01235706  0.030749040
#> Sigma[4,3]  0.273465923 0.060990435  0.19961677  0.343148772
#> Sigma[4,4]  0.285735869 0.063342376  0.21593149  0.369040930
#> 
#> 
#> $KWT$A
#> $KWT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.79527070 0.05947730  0.71139373   0.87682918
#> lag1_var2  0.56342616 0.28280668  0.24659681   1.01811049
#> lag1_var3  0.76075013 0.38514604  0.33214998   1.37806327
#> lag1_var4 -0.74573438 0.37836832 -1.35197565  -0.32646173
#> const      4.11271560 0.98607149  2.89539458   5.60686001
#> exo1      -0.01649852 0.08943424 -0.12297598   0.09703669
#> exo2      -0.04054770 0.08452729 -0.17415794   0.06653792
#> exo3      -0.01867492 0.04966339 -0.08329358   0.04592855
#> 
#> $KWT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05679633 0.1689915 -0.21456880    0.2434604
#> lag1_var2  0.29727125 0.6990478 -0.55150531    1.4721895
#> lag1_var3 -0.60386326 0.9352916 -1.80730844    0.9354580
#> lag1_var4  0.62065272 0.9264494 -0.93076268    1.7834682
#> const     -2.12402245 2.0968125 -4.21708263    1.2234529
#> exo1       0.17854225 0.1869125 -0.04006623    0.4609164
#> exo2       1.20830487 0.2944179  0.80807052    1.6394589
#> exo3       0.06349275 0.3131289 -0.31451634    0.5679661
#> 
#> $KWT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.89917435 0.2831109   0.4957612    1.2723737
#> lag1_var2 -0.05105672 0.7621586  -1.0102920    1.0633819
#> lag1_var3 -0.19560195 1.0722295  -1.3984753    1.3455986
#> lag1_var4  0.89831277 1.0413433  -0.6087269    2.1235065
#> const     -3.07611320 4.2277363  -8.7142790    2.3784671
#> exo1      -0.70842063 0.3719416  -1.2205481   -0.2317683
#> exo2      -4.05808823 0.5232917  -4.8752206   -3.5187926
#> exo3      -0.28494776 0.5463012  -1.1252659    0.2813455
#> 
#> $KWT$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.9425352 0.3069930   0.48479677    1.3720793
#> lag1_var2 -0.1879399 0.9288135  -1.17106073    1.1732715
#> lag1_var3 -1.1131323 1.2945375  -2.35402456    0.7994286
#> lag1_var4  1.8348425 1.2610966  -0.03804181    3.1070355
#> const     -5.1498064 4.6842171 -10.15448504    1.6330491
#> exo1      -0.5980171 0.3314177  -0.98877704   -0.1411258
#> exo2      -3.2954737 0.6772443  -4.28773967   -2.5703682
#> exo3      -0.2242643 0.6008021  -1.09029099    0.4656762
#> 
#> 
#> 
#> $LAO
#> $LAO$Sigma
#> $LAO$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001952732 5.441161e-05 0.0001292488 0.0002736377
#> 
#> $LAO$Sigma$equation2
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[2,1] 0.00153275 0.0005869419 0.0007189792   0.00224675
#> Sigma[2,2] 0.06818240 0.0127266487 0.0531513895   0.08788821
#> 
#> $LAO$Sigma$equation3
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002347022 0.0007807936 -0.003368302 -0.001155542
#> Sigma[3,2] -0.061109779 0.0115205537 -0.075064744 -0.046832097
#> Sigma[3,3]  0.076807449 0.0148608142  0.055940922  0.094032974
#> 
#> $LAO$Sigma$equation4
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001464831 0.0005095958 -0.002147162 -0.0007397484
#> Sigma[4,2] -0.020139780 0.0063729022 -0.028586237 -0.0115286605
#> Sigma[4,3]  0.041078177 0.0106319916  0.027539569  0.0546601924
#> Sigma[4,4]  0.030048206 0.0079118223  0.019159905  0.0399308914
#> 
#> 
#> $LAO$A
#> $LAO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97877631 0.00691895  0.96991613   0.98894333
#> lag1_var2  0.02758867 0.04732247 -0.04187966   0.08729082
#> lag1_var3  0.05501581 0.07443855 -0.04990112   0.15203275
#> lag1_var4 -0.05876185 0.07399413 -0.15528186   0.04518962
#> const      0.79226901 0.13872010  0.61912571   0.96998830
#> exo1       0.00897656 0.01777656 -0.01713163   0.03453130
#> exo2      -0.05231253 0.01869686 -0.08139816  -0.03167261
#> exo3      -0.02864274 0.01399954 -0.04242936  -0.00774115
#> 
#> $LAO$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.007029043 0.1666239  -0.1954844    0.2533339
#> lag1_var2  0.717539514 0.7664563  -0.3822933    1.7306416
#> lag1_var3 -0.303037858 1.2604663  -2.1009139    1.3637568
#> lag1_var4  0.302126718 1.2609104  -1.3637979    2.1124336
#> const      0.381191726 4.0986822  -6.3585623    4.4454866
#> exo1      -0.177979634 0.2635389  -0.5097777    0.1265558
#> exo2      -0.017839266 0.2766867  -0.4125084    0.3573451
#> exo3      -0.218979305 0.3179858  -0.6813563    0.2250632
#> 
#> $LAO$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.004900239 0.1871572 -0.31844210    0.1810073
#> lag1_var2  0.447473707 0.6998947 -0.45320102    1.5987772
#> lag1_var3  1.566393161 1.1583007  0.06214903    3.4605652
#> lag1_var4 -0.595662097 1.1603426 -2.49545193    0.9104993
#> const      1.593871460 4.6237780 -2.78114824    9.1490204
#> exo1       0.053856561 0.2846367 -0.32663622    0.4322509
#> exo2      -0.501993978 0.3845865 -1.00039417    0.0359565
#> exo3       0.013361819 0.2040861 -0.27455541    0.2796482
#> 
#> $LAO$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.001846426 0.10084625 -0.16112226   0.09457113
#> lag1_var2  0.539601119 0.37012016  0.06244614   1.06009044
#> lag1_var3  0.812156712 0.62755101 -0.02166564   1.66070839
#> lag1_var4  0.169638989 0.62913192 -0.68508864   1.00551229
#> const      0.940218762 2.51504504 -1.30251449   4.54634785
#> exo1      -0.056941507 0.17022227 -0.30446938   0.16179671
#> exo2      -0.524802863 0.26070216 -0.90748063  -0.18864669
#> exo3      -0.114165692 0.08380856 -0.24053407  -0.01391063
#> 
#> 
#> 
#> $LBN
#> $LBN$Sigma
#> $LBN$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001068172 0.000256509 0.0007569775  0.001437353
#> 
#> $LBN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006829862 0.002153647 -0.01012603 -0.004054449
#> Sigma[2,2]  0.139451661 0.025998790  0.10825678  0.179089448
#> 
#> $LBN$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003146638 0.001393086  0.0009124599  0.004537548
#> Sigma[3,2] -0.080457850 0.021831257 -0.1109544645 -0.051106904
#> Sigma[3,3]  0.108906745 0.022187421  0.0802281421  0.139942207
#> 
#> $LBN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  8.357909e-05 0.001536599 -0.002492985  0.001516715
#> Sigma[4,2] -1.994836e-02 0.017165105 -0.040233400  0.007137320
#> Sigma[4,3]  8.192392e-02 0.019036428  0.059207168  0.111918522
#> Sigma[4,4]  8.239581e-02 0.021037419  0.064655784  0.119708536
#> 
#> 
#> $LBN$A
#> $LBN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94096510 0.02565753  0.91059245   0.98108676
#> lag1_var2  0.04703274 0.01890203  0.02371258   0.07394746
#> lag1_var3  0.14744641 0.04333397  0.08230193   0.20338907
#> lag1_var4 -0.13567973 0.03510502 -0.18490948  -0.09026924
#> const      1.10281731 0.17052923  0.83536497   1.28448869
#> exo1       0.04138540 0.02374193  0.01566386   0.08066823
#> exo2      -0.22172694 0.03748165 -0.27508246  -0.17881384
#> exo3      -0.05908023 0.04721663 -0.11529515   0.01554845
#> 
#> $LBN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1928821 0.2845662 -0.59628759    0.1914745
#> lag1_var2  0.4059380 0.2290810  0.04949976    0.6474145
#> lag1_var3 -0.8671704 0.4892493 -1.60314480   -0.4050499
#> lag1_var4  1.0504802 0.4483101  0.57599235    1.7282767
#> const     -1.7231639 2.7489751 -5.70030166    1.9153469
#> exo1      -0.7057317 0.3109572 -1.13942122   -0.3571016
#> exo2       1.0700977 0.5277165  0.26092037    1.7562651
#> exo3       0.4067998 0.3234877 -0.13684756    0.7179782
#> 
#> $LBN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4480462 0.3061891  0.05042753    0.8634461
#> lag1_var2 -0.2873879 0.3363229 -0.79128427    0.1130186
#> lag1_var3  0.2286450 0.7151570 -0.80787025    1.1277308
#> lag1_var4  0.6080836 0.6319070 -0.17149790    1.5236754
#> const     -3.9563189 2.0458776 -6.15767773   -1.2196091
#> exo1       0.4808824 0.2969393  0.16896042    0.9611513
#> exo2      -4.8186080 0.4189606 -5.33472312   -4.1998313
#> exo3       0.8511349 0.3747240  0.44569910    1.4227387
#> 
#> $LBN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3832832 0.2558534  0.01580269   0.66041827
#> lag1_var2 -0.4705106 0.3246543 -0.93064492  -0.06106020
#> lag1_var3 -0.9695306 0.6939971 -1.89773281  -0.03244184
#> lag1_var4  1.9161223 0.6139656  1.15419163   2.75869467
#> const     -6.4636479 1.6365462 -9.09191696  -4.70451602
#> exo1       0.1924558 0.2698573 -0.19445972   0.52759214
#> exo2      -4.9002251 0.3085912 -5.32915068  -4.50738322
#> exo3       1.1747701 0.3096477  0.75771328   1.59379540
#> 
#> 
#> 
#> $LBR
#> $LBR$Sigma
#> $LBR$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00565292 0.001812195 0.003855044  0.008720425
#> 
#> $LBR$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004800462 0.002715310 -0.008553987 -0.001691975
#> Sigma[2,2]  0.031551438 0.006913196  0.024460262  0.042726206
#> 
#> $LBR$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00477310 0.003044188  0.0009965959  0.008480191
#> Sigma[3,2] -0.02981531 0.006063220 -0.0400349465 -0.023331785
#> Sigma[3,3]  0.03729844 0.007009236  0.0291061402  0.047479095
#> 
#> $LBR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001150161 0.001735550 -0.0007562758  0.003978334
#> Sigma[4,2] -0.005903802 0.002580595 -0.0097184812 -0.002376558
#> Sigma[4,3]  0.014924321 0.003959577  0.0098210129  0.020440253
#> Sigma[4,4]  0.010733254 0.002625595  0.0073100405  0.013982690
#> 
#> 
#> $LBR$A
#> $LBR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.973770257 0.03489676  0.93023253   1.02098694
#> lag1_var2  0.153941596 0.09987709  0.02216391   0.30379122
#> lag1_var3  0.232593520 0.16384071  0.02792147   0.47803484
#> lag1_var4 -0.240505136 0.16666205 -0.49291202  -0.03814893
#> const      1.265219297 0.58611459  0.67347205   1.97724382
#> exo1       0.037638737 0.09063422 -0.06707852   0.18508270
#> exo2      -0.045624523 0.09122016 -0.18337556   0.05494589
#> exo3       0.008686257 0.09790562 -0.11386540   0.14826600
#> 
#> $LBR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.19444030 0.06350984  0.12344746   0.28386997
#> lag1_var2  0.13467843 0.33329215 -0.25426954   0.53479574
#> lag1_var3 -0.75361138 0.50639731 -1.32417718  -0.13653354
#> lag1_var4  0.72910138 0.51815398  0.08188539   1.32691690
#> const     -1.60519767 2.17925719 -4.38271516   1.30089924
#> exo1      -0.08419535 0.15013849 -0.30881270   0.08200499
#> exo2       1.10375832 0.18000835  0.84123398   1.32026394
#> exo3       0.19591514 0.12563532  0.04074557   0.36720219
#> 
#> $LBR$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.08979981 0.09868752  -0.2158688   0.06142349
#> lag1_var2  1.08643140 0.53676477   0.3476067   1.78467023
#> lag1_var3  2.08181542 0.76504036   1.1118828   3.11522108
#> lag1_var4 -1.10383931 0.77586783  -2.1639552  -0.13282363
#> const      3.00366678 2.62775120  -0.7922472   6.55322379
#> exo1       0.10320166 0.18142628  -0.1499194   0.36328972
#> exo2      -1.58102654 0.18935951  -1.7732838  -1.27776236
#> exo3       0.04817591 0.14396393  -0.1705452   0.22945981
#> 
#> $LBR$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.062482920 0.07921189 -0.01867097    0.1930135
#> lag1_var2  0.778650998 0.33879881  0.27068012    1.1633112
#> lag1_var3  0.965303552 0.45709726  0.31867061    1.5581246
#> lag1_var4  0.004312891 0.46045076 -0.59796355    0.6511126
#> const      0.899937103 1.69732464 -1.62021835    3.0086308
#> exo1       0.037306356 0.08673749 -0.09456379    0.1493878
#> exo2      -0.769328086 0.11252751 -0.93107514   -0.6307298
#> exo3       0.202634485 0.10834121  0.04337270    0.3199788
#> 
#> 
#> 
#> $LBY
#> $LBY$Sigma
#> $LBY$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.03292813 0.006161676  0.02630004   0.04232885
#> 
#> $LBY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01985129 0.005445583 -0.02871470  -0.01437994
#> Sigma[2,2]  0.04506390 0.012043726  0.03166637   0.06315766
#> 
#> $LBY$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01149727 0.006300255  0.002456865   0.02053184
#> Sigma[3,2] -0.03681422 0.010953047 -0.053486757  -0.02200101
#> Sigma[3,3]  0.05243686 0.010997319  0.038992181   0.06950418
#> 
#> $LBY$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002126774 0.006987984 -0.008801884  0.011435108
#> Sigma[4,2] -0.018427107 0.007280622 -0.028404566 -0.007950355
#> Sigma[4,3]  0.042382548 0.007670076  0.032545996  0.053271128
#> Sigma[4,4]  0.041145904 0.006657809  0.030698595  0.048633000
#> 
#> 
#> $LBY$A
#> $LBY$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.58879029 0.15176099  0.42959448   0.84403026
#> lag1_var2  0.31644452 0.23010884 -0.07865488   0.54300116
#> lag1_var3  0.86744759 0.47991268  0.08583911   1.40250825
#> lag1_var4 -0.68859154 0.41764341 -1.18210852  -0.03449796
#> const      3.55097840 1.92974482  0.76025317   5.94223888
#> exo1       0.09232387 0.09543023 -0.03046238   0.22221707
#> exo2      -0.31179229 0.21515414 -0.56699867  -0.00222354
#> exo3       0.12673763 0.20215739 -0.14656425   0.36420884
#> 
#> $LBY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2870721 0.1885164  0.02974664  0.539459392
#> lag1_var2  0.8321014 0.1515971  0.72475228  1.077543086
#> lag1_var3  0.2450105 0.2841081 -0.03673828  0.708747920
#> lag1_var4 -0.2789754 0.2485200 -0.64566765 -0.005289031
#> const     -0.1067276 2.2586187 -3.58646955  2.756385537
#> exo1       0.1629548 0.1518008  0.01972734  0.414837698
#> exo2       0.3840574 0.1813535  0.14550423  0.586796991
#> exo3       0.1878650 0.2116378 -0.15912575  0.401460454
#> 
#> $LBY$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03539552 0.1736820 -0.24605452   0.21910456
#> lag1_var2  0.42559570 0.2259656  0.07935515   0.69550414
#> lag1_var3  1.27122417 0.4752519  0.60245979   1.94618752
#> lag1_var4 -0.40261384 0.4320663 -1.03797072   0.18065398
#> const      1.50606941 2.2146297 -0.96356995   5.23261462
#> exo1      -0.01730479 0.1927400 -0.30585286   0.21245985
#> exo2      -1.42045527 0.1764257 -1.70225809  -1.22854576
#> exo3      -0.23392882 0.2181671 -0.45939472   0.09826383
#> 
#> $LBY$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.10434394 0.1243907 -0.07869178    0.2557114
#> lag1_var2  0.53160138 0.2339288  0.20325884    0.8358173
#> lag1_var3  0.72402237 0.4640026  0.08926451    1.3579778
#> lag1_var4  0.13933137 0.4289595 -0.47024181    0.7112378
#> const      0.37252895 1.8254530 -2.43017327    2.9299289
#> exo1       0.07823371 0.1587810 -0.14231364    0.2666529
#> exo2      -1.54610750 0.1588495 -1.78729943   -1.3404363
#> exo3      -0.18393137 0.2137693 -0.44791943    0.1062331
#> 
#> 
#> 
#> $LCA
#> $LCA$Sigma
#> $LCA$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00104484 0.0002396547 0.000776325  0.001398737
#> 
#> $LCA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02011864 0.01128021 -0.03705504 -0.009234854
#> Sigma[2,2]  3.60537829 0.58681757  2.74398180  4.286517080
#> 
#> $LCA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01707303 0.00719222   0.0103341   0.02812611
#> Sigma[3,2] -2.23033834 0.38442684  -2.6835133  -1.63400379
#> Sigma[3,3]  1.57031540 0.28410496   1.1213567   1.87395715
#> 
#> $LCA$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.004017332 0.002682392 -0.0001349025  0.006439692
#> Sigma[4,2] 0.203498543 0.154318315  0.0217748059  0.445237777
#> Sigma[4,3] 0.103804430 0.110446578 -0.0489846995  0.243021455
#> Sigma[4,4] 0.291272184 0.035262710  0.2414243476  0.337493224
#> 
#> 
#> $LCA$A
#> $LCA$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.94126615 0.04589007  0.887294403   1.01501093
#> lag1_var2  0.02379121 0.03321810 -0.025500361   0.06796710
#> lag1_var3  0.02849087 0.05087150 -0.048647456   0.09424125
#> lag1_var4 -0.02123538 0.04059364 -0.073913444   0.04019844
#> const      0.69479734 0.35033383  0.109819853   1.05510007
#> exo1       0.03221568 0.03274883 -0.001601294   0.07840660
#> exo2      -0.25106346 0.05104963 -0.314599243  -0.17222094
#> exo3       0.04849736 0.05191578 -0.034244143   0.11579412
#> 
#> $LCA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  2.4049558  2.525593   -1.567738    5.1944772
#> lag1_var2 -0.3917637  1.971598   -2.384839    2.8488923
#> lag1_var3 -1.5986075  3.048791   -4.656534    3.3432851
#> lag1_var4  1.0077272  2.371456   -2.773413    3.5719817
#> const     -5.7921439 16.187048  -29.140199   12.6416304
#> exo1      -2.1098578  2.027021   -5.130378    0.7948075
#> exo2       8.3244359  1.967863    6.128684   10.9624214
#> exo3      -2.3926877  2.818928   -6.103727    1.0364928
#> 
#> $LCA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9368751  1.761679  -3.0822648     1.623041
#> lag1_var2  0.6038248  1.399724  -1.5494760     2.227345
#> lag1_var3  1.5224618  2.134540  -1.7701609     3.998514
#> lag1_var4 -0.3079051  1.705882  -2.3230481     2.266321
#> const      1.1638088 12.244966 -14.1940876    19.409043
#> exo1       1.3277300  1.362880  -0.5267587     3.387337
#> exo2      -7.8426801  1.448411  -9.6235902    -6.284943
#> exo3       2.7586689  1.547962   0.7843377     4.617603
#> 
#> $LCA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.75905614 0.7138448  -0.1336718    1.8190235
#> lag1_var2 -0.25381996 0.6177962  -1.1872842    0.4867028
#> lag1_var3 -0.45604731 0.9203574  -1.8557993    0.6486924
#> lag1_var4  1.27515195 0.7386624   0.4057170    2.3977364
#> const     -4.75075978 3.3919150  -9.5828995   -0.7415935
#> exo1      -0.09572025 0.5756821  -0.8409905    0.7621001
#> exo2      -2.73461897 0.7216655  -3.6461158   -1.7681206
#> exo3       1.47542146 0.7444508   0.6648000    2.7147195
#> 
#> 
#> 
#> $LKA
#> $LKA$Sigma
#> $LKA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009350549 0.0003968179 0.0005965298  0.001596864
#> 
#> $LKA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008227823 0.003916495 -0.01429267  -0.00379871
#> Sigma[2,2]  0.243978147 0.053467101  0.19151846   0.33181497
#> 
#> $LKA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008796948 0.006048395  0.001870286   0.01845191
#> Sigma[3,2] -0.196071803 0.077897512 -0.292235865  -0.07984821
#> Sigma[3,3]  0.828646580 0.154868317  0.630076112   1.03490237
#> 
#> $LKA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004803884 0.005891154 -0.003932898   0.01252133
#> Sigma[4,2] -0.070719113 0.076478418 -0.174096076   0.04066703
#> Sigma[4,3]  0.784497796 0.135660186  0.634530301   0.98310350
#> Sigma[4,4]  0.810567921 0.118356334  0.682964430   0.98936930
#> 
#> 
#> $LKA$A
#> $LKA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.950020931 0.01279793  0.92947755  0.964978514
#> lag1_var2  0.009871964 0.02541364 -0.01903233  0.043372792
#> lag1_var3  0.032675908 0.04195107 -0.01688089  0.089966417
#> lag1_var4 -0.022075116 0.04116324 -0.07664503  0.027975849
#> const      0.760788375 0.40718485  0.20643848  1.361003294
#> exo1       0.007342083 0.02538213 -0.02726688  0.038167529
#> exo2      -0.066726656 0.03949046 -0.12070363 -0.009617978
#> exo3       0.033194438 0.03774177 -0.02690639  0.071589555
#> 
#> $LKA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2975288 0.2791121 -0.05598984   0.68108751
#> lag1_var2  0.1061405 0.5344617 -0.46560463   1.02617451
#> lag1_var3 -1.5298611 0.9566153 -2.58891531   0.09482018
#> lag1_var4  1.4090333 0.9207336 -0.16688411   2.38628877
#> const     -0.7024019 6.9236361 -9.92671070   9.06851372
#> exo1      -0.6099750 0.4316019 -1.11494971   0.06380307
#> exo2       0.6003922 0.7802040 -0.37792348   1.71488463
#> exo3      -0.2248124 0.3878898 -0.76310506   0.31323902
#> 
#> $LKA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5009299 0.4381989  -0.9941758    0.1867082
#> lag1_var2  3.2773521 0.8868261   2.1591937    4.4929100
#> lag1_var3  6.5531086 1.5883697   4.3835220    8.6373411
#> lag1_var4 -5.6200772 1.5031319  -7.6123789   -3.6400875
#> const     14.3395676 9.1512585  -0.4637365   23.1800128
#> exo1       0.4718747 0.5664513  -0.4173726    1.1734098
#> exo2      -1.9596549 1.0872842  -3.2847274   -0.5180150
#> exo3       0.1466679 1.2072344  -1.7021249    1.4983057
#> 
#> $LKA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.38461007 0.4328497  -0.8987491    0.2703905
#> lag1_var2  3.27879747 0.8515247   1.9792746    4.3626786
#> lag1_var3  5.58344852 1.5381453   3.1034296    7.4278917
#> lag1_var4 -4.70065070 1.4360346  -6.4767202   -2.4438595
#> const     14.11992819 7.1975517   2.5803934   22.4620138
#> exo1       0.13857875 0.6130395  -0.6073657    1.0782089
#> exo2      -1.74052883 1.2021257  -3.4300356   -0.4218258
#> exo3       0.01942749 1.2746940  -2.0392024    1.2097585
#> 
#> 
#> 
#> $LSO
#> $LSO$Sigma
#> $LSO$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004661288 9.994055e-05 0.0003411974  0.000611298
#> 
#> $LSO$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002651029 0.001084788 -0.004132299 -0.001212971
#> Sigma[2,2]  0.044018734 0.009996051  0.030306262  0.057550388
#> 
#> $LSO$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0008965788 0.001372789 -0.00139502  0.002143232
#> Sigma[3,2] -0.0396333764 0.009810756 -0.05619111 -0.029625468
#> Sigma[3,3]  0.0852478180 0.014210623  0.06628999  0.105852580
#> 
#> $LSO$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001026137 0.001063625 -0.002604018 -5.352547e-05
#> Sigma[4,2] -0.013219999 0.009071422 -0.024294256  1.089009e-04
#> Sigma[4,3]  0.070652151 0.012474001  0.052408447  8.766961e-02
#> Sigma[4,4]  0.073793738 0.009470024  0.061056179  8.588209e-02
#> 
#> 
#> $LSO$A
#> $LSO$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96024743 0.02608960  0.917016445   0.98541758
#> lag1_var2  0.01374676 0.02618161 -0.015439382   0.05200176
#> lag1_var3  0.02324612 0.04827066 -0.042532016   0.09319042
#> lag1_var4 -0.02004430 0.04211603 -0.080830363   0.03695206
#> const      0.68505814 0.28157598  0.395945708   1.13553854
#> exo1       0.02188505 0.01221078  0.005371684   0.03869109
#> exo2      -0.06369197 0.02200122 -0.091201813  -0.03548585
#> exo3       0.01220343 0.01712719 -0.011191468   0.03378031
#> 
#> $LSO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1268762 0.1988357 -0.16809785   0.33351104
#> lag1_var2  0.8132980 0.2248009  0.62900850   1.18356762
#> lag1_var3  0.4997694 0.4158962  0.07223226   1.15405556
#> lag1_var4 -0.4348172 0.3660968 -1.01285416  -0.05910752
#> const      1.3632957 2.5014154 -1.86599653   4.66907160
#> exo1      -0.1425427 0.2206233 -0.42334481   0.17755779
#> exo2       1.6867664 0.2225525  1.34006265   1.95659303
#> exo3       0.6189471 0.1936963  0.36273756   0.89578314
#> 
#> $LSO$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.31490932 0.3496907  -0.7457551    0.1786924
#> lag1_var2  0.38568183 0.4537408  -0.2285644    0.9490496
#> lag1_var3  0.74853721 0.7916780  -0.4460970    1.7440676
#> lag1_var4  0.19599140 0.6946216  -0.6701123    1.2458206
#> const      1.34087370 3.0104284  -2.5894710    5.5320102
#> exo1      -0.05632821 0.3736082  -0.4947745    0.4835278
#> exo2      -1.63795809 0.2485726  -1.9599378   -1.2840188
#> exo3      -0.67299693 0.2623542  -0.9949114   -0.2789702
#> 
#> $LSO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2912025 0.3230424 -0.72315944   0.09641734
#> lag1_var2  0.4381347 0.4174577 -0.05231798   0.99682197
#> lag1_var3  0.2719014 0.7236367 -0.69891948   1.26386016
#> lag1_var4  0.7411471 0.6321786 -0.11960645   1.59149024
#> const      1.0349028 2.2259676 -2.17631095   3.86088942
#> exo1      -0.1833354 0.2929981 -0.51946257   0.23317889
#> exo2      -0.6702487 0.1839163 -0.94423697  -0.43101799
#> exo3      -0.3252767 0.2338635 -0.64402259  -0.01041832
#> 
#> 
#> 
#> $LTU
#> $LTU$Sigma
#> $LTU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001900744 0.0004631805 0.001410169  0.002592817
#> 
#> $LTU$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07194001 0.02955705  -0.1115299  -0.02827447
#> Sigma[2,2]  7.44395279 2.20880183   4.8943138  10.62153229
#> 
#> $LTU$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.03866603 0.02012287  0.008544986   0.06164433
#> Sigma[3,2] -4.44555297 1.26679905 -6.316736204  -2.86018031
#> Sigma[3,3]  3.18568624 0.77427980  2.255913126   4.30893804
#> 
#> $LTU$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003066444 0.004768993 -0.008555702  0.004392671
#> Sigma[4,2]  0.055010394 0.378751925 -0.490057836  0.587144553
#> Sigma[4,3]  0.538209737 0.276409243  0.151714131  0.921058840
#> Sigma[4,4]  0.629458468 0.106708180  0.498257699  0.777301664
#> 
#> 
#> $LTU$A
#> $LTU$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.971696332 0.02039629  0.94342799   0.99901230
#> lag1_var2  0.028472476 0.03593105 -0.02415404   0.07060942
#> lag1_var3  0.042453896 0.05857607 -0.04472681   0.11005650
#> lag1_var4 -0.041499474 0.05571781 -0.10509859   0.04022582
#> const      0.623300882 0.38864153  0.18149630   1.27888781
#> exo1       0.008825955 0.03739739 -0.03094501   0.07171654
#> exo2      -0.030522483 0.03977921 -0.08285767   0.01895001
#> exo3       0.049392956 0.05078038 -0.01501494   0.10851470
#> 
#> $LTU$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.355277  1.201511  -3.3172731   -0.1886109
#> lag1_var2  1.507004  2.278540  -1.6611913    4.8107774
#> lag1_var3  1.367781  3.638668  -3.5111143    6.7787248
#> lag1_var4 -1.120197  3.364623  -6.1836566    3.4185174
#> const     21.213136 26.760263  -7.4787570   66.8316829
#> exo1       1.511761  2.143973  -1.5168275    3.9512173
#> exo2       1.810384  2.128178  -0.6790364    4.9194970
#> exo3      -1.393587  3.773562  -5.0905822    4.9982466
#> 
#> $LTU$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   1.5051464  0.8019085   0.7360049   2.88393044
#> lag1_var2  -0.7725279  1.4660175  -3.2846222   0.93483805
#> lag1_var3  -0.5458140  2.3666596  -4.6523335   2.06431644
#> lag1_var4   1.2480839  2.1655450  -1.1322136   5.02752304
#> const     -20.2056306 17.1553782 -48.6322751  -0.65497730
#> exo1       -1.6184499  1.3300537  -3.4894305  -0.07275908
#> exo2       -0.6937611  1.0970674  -2.4717724   0.35930958
#> exo3        0.4452562  2.1971003  -3.2355892   3.09645964
#> 
#> $LTU$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.6608133 0.2973070   0.35825774   1.11566333
#> lag1_var2 -0.2130013 0.4954485  -1.00706639   0.37055809
#> lag1_var3 -0.2844446 0.7954787  -1.55664590   0.64972624
#> lag1_var4  1.1657406 0.7234018   0.30111858   2.30897603
#> const     -8.4742629 8.6329478 -22.31821954   0.01856597
#> exo1      -0.7256324 0.8443728  -2.04130923   0.26651351
#> exo2       0.4940267 0.4565283  -0.07184668   1.21242280
#> exo3      -0.5287086 0.9006165  -1.53967719   0.97039344
#> 
#> 
#> 
#> $LUX
#> $LUX$Sigma
#> $LUX$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004538739 0.0001030367 0.0003299368  0.000615787
#> 
#> $LUX$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001737725 0.001145973 -0.003196685 -0.0001025645
#> Sigma[2,2]  0.251416898 0.047170004  0.195785175  0.3177375046
#> 
#> $LUX$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.002627507 0.002443776 -0.006620842  0.0003365794
#> Sigma[3,2] -0.060958050 0.043748603 -0.119557086 -0.0006530773
#> Sigma[3,3]  0.476916680 0.147332053  0.340170935  0.7216964515
#> 
#> $LUX$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003774353 0.002268485 -0.007442795 -0.001326642
#> Sigma[4,2]  0.083199984 0.050156586  0.005567405  0.138663719
#> Sigma[4,3]  0.460562926 0.144726293  0.326144060  0.699733645
#> Sigma[4,4]  0.528029972 0.146926725  0.391104223  0.764887826
#> 
#> 
#> $LUX$A
#> $LUX$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99675134 0.01254604  0.97804547   1.01036203
#> lag1_var2 -0.01836660 0.02704300 -0.04680513   0.02384748
#> lag1_var3 -0.04065078 0.04859876 -0.09080747   0.03489246
#> lag1_var4  0.03456918 0.04569056 -0.03662895   0.08165453
#> const      0.43110992 0.13509192  0.27567179   0.63494271
#> exo1      -0.02778487 0.01412726 -0.05080179  -0.01484748
#> exo2      -0.02961483 0.01632802 -0.05345480  -0.01100686
#> exo3       0.05082611 0.01943910  0.02660035   0.07528118
#> 
#> $LUX$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4794811 0.5394454  -1.2547240    0.2624283
#> lag1_var2  1.2442561 1.2555663  -0.4706562    2.6742180
#> lag1_var3  1.0170149 2.2421073  -1.8992158    3.6639258
#> lag1_var4 -0.8255784 2.1223268  -3.3112499    1.9353919
#> const      2.5387443 6.8706999  -7.0787598   12.9680678
#> exo1       0.7923080 0.5500550   0.1694057    1.5586889
#> exo2       1.1100420 0.3485760   0.6730500    1.5845825
#> exo3      -1.2389017 0.4898179  -2.0123414   -0.8350579
#> 
#> $LUX$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.5272925 0.8208556   0.6240371    2.6770888
#> lag1_var2  -2.4491655 1.6471880  -5.1518279   -0.5059384
#> lag1_var3  -3.7323849 3.0193917  -8.6354423   -0.2047588
#> lag1_var4   4.3058543 2.8011266   1.0139734    8.8548978
#> const     -14.4146846 9.4206136 -29.5441801   -3.4333899
#> exo1       -0.1750939 0.7348687  -1.4377484    0.6620363
#> exo2       -0.5758307 0.5701621  -1.4502455    0.1795350
#> exo3        1.0624500 0.4864065   0.5377447    1.7504354
#> 
#> $LUX$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.3035771 0.7832613   0.5860477    2.4848211
#> lag1_var2  -2.1596377 1.6125511  -4.5067296   -0.3365535
#> lag1_var3  -3.9001494 2.9917620  -8.1404137   -0.4775130
#> lag1_var4   4.5856675 2.7751332   1.3681377    8.5053357
#> const     -14.3654975 8.0153471 -28.1702912   -7.0135586
#> exo1        0.2710358 0.7877778  -0.8500727    1.4283750
#> exo2        0.1091851 0.6629830  -0.8105021    0.9981696
#> exo3        0.3574256 0.5943651  -0.4993301    1.0776493
#> 
#> 
#> 
#> $LVA
#> $LVA$Sigma
#> $LVA$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001703651 0.0003680628 0.001227513  0.002286863
#> 
#> $LVA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.08161386 0.02117276  -0.1111446  -0.05452225
#> Sigma[2,2]  5.38744290 1.45068395   3.7427353   7.66097161
#> 
#> $LVA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05485583 0.01372418  0.03546529   0.07226252
#> Sigma[3,2] -3.51755839 0.80762420 -4.63327929  -2.42660417
#> Sigma[3,3]  2.63819384 0.54074972  1.85156597   3.34687579
#> 
#> $LVA$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.006586789 0.004588216  0.0006254335   0.01383796
#> Sigma[4,2] -0.320170215 0.253262219 -0.6522570029   0.04485098
#> Sigma[4,3]  0.593746439 0.215778157  0.3904997535   0.93406151
#> Sigma[4,4]  0.453642967 0.131283194  0.3368574644   0.67651507
#> 
#> 
#> $LVA$A
#> $LVA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.036441654 0.02719153  1.00123943   1.06991982
#> lag1_var2  0.005313145 0.05064112 -0.06819857   0.07016034
#> lag1_var3  0.002877871 0.08717462 -0.12335078   0.11573096
#> lag1_var4 -0.026584967 0.07800021 -0.12679002   0.08713567
#> const      0.523705336 0.37439167  0.10855207   1.11986464
#> exo1      -0.006411144 0.03919149 -0.06541542   0.03205200
#> exo2      -0.009631783 0.03462215 -0.05284461   0.03842172
#> exo3       0.075684484 0.03618983  0.01295199   0.10987111
#> 
#> $LVA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -4.4680545  1.388349  -6.4136201   -2.8056005
#> lag1_var2  4.2319381  2.365812   0.9058477    7.5988792
#> lag1_var3  6.1340364  4.089855   0.3393423   11.9869818
#> lag1_var4 -4.7608536  3.565065  -9.8407740    0.3458005
#> const     29.4864959 20.135447  -2.8811860   50.5931309
#> exo1      -0.9202081  2.241417  -3.6498675    2.3623621
#> exo2      -0.9570061  1.483283  -3.1614690    0.8752994
#> exo3      -1.6279876  2.097397  -3.9928776    1.9748197
#> 
#> $LVA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   3.1183356  1.065812    1.947736    4.6899551
#> lag1_var2  -1.9904925  1.875960   -4.820056    0.2516088
#> lag1_var3  -2.6554977  3.227693   -7.556033    1.2271983
#> lag1_var4   2.6559895  2.836871   -0.794607    6.9414102
#> const     -16.7098220 14.384354  -30.761291    6.2017686
#> exo1        0.8103642  1.498989   -1.585686    2.6952445
#> exo2        0.5276215  1.278778   -1.092915    2.3965672
#> exo3       -0.3763935  1.555923   -2.982130    1.2033089
#> 
#> $LVA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.49958783 0.4188357  0.03422297    1.1754556
#> lag1_var2  0.10870342 0.7846568 -1.07615693    0.9877400
#> lag1_var3  0.30414940 1.3322476 -1.73049410    1.7259726
#> lag1_var4  0.52161058 1.2142550 -0.78700229    2.3725602
#> const     -0.49682470 4.6771868 -5.91428061    6.9555024
#> exo1       0.27673108 0.6138039 -0.45061859    1.1067878
#> exo2      -0.03076334 0.6271387 -0.86371698    0.8597653
#> exo3      -1.44878768 0.6068028 -2.27489238   -0.6191656
#> 
#> 
#> 
#> $MAC
#> $MAC$Sigma
#> $MAC$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01923641 0.005594077  0.01425344    0.0272517
#> 
#> $MAC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02848544 0.02170586 -0.06691369  -0.00666293
#> Sigma[2,2]  0.30541240 0.13000941  0.19486065   0.54082466
#> 
#> $MAC$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.03334463 0.01910116  0.004382712   0.05556794
#> Sigma[3,2] -0.20053347 0.05682257 -0.275237208  -0.12520205
#> Sigma[3,3]  0.72271248 0.09952146  0.552060342   0.80269522
#> 
#> $MAC$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.014899323 0.02221211 -0.01754537   0.04091686
#> Sigma[4,2] -0.001153865 0.06425561 -0.07306376   0.09543599
#> Sigma[4,3]  0.618436544 0.08603319  0.47911236   0.70984094
#> Sigma[4,4]  0.645943644 0.09750503  0.48772805   0.75570863
#> 
#> 
#> $MAC$A
#> $MAC$A$equation1
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.06173028 0.1044947  0.90142007    1.2100705
#> lag1_var2 -0.16878381 0.2672135 -0.51008010    0.2073132
#> lag1_var3 -0.29072815 0.4362658 -0.85304802    0.3102927
#> lag1_var4  0.27548904 0.4181471 -0.29810498    0.8096519
#> const     -0.46836133 1.4595204 -2.30218193    1.7503355
#> exo1       0.08136452 0.1469625 -0.10697461    0.2955104
#> exo2      -0.78419725 0.1619288 -1.01562955   -0.5759322
#> exo3       0.14294368 0.1613941 -0.03173829    0.4089622
#> 
#> $MAC$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.06244334 0.4101988  -1.6058546   -0.4826839
#> lag1_var2  2.70524990 1.3182789   0.6641166    4.1235982
#> lag1_var3  2.89649436 2.1266142  -0.4738224    5.1240172
#> lag1_var4 -2.69288719 2.0204646  -4.7848940    0.5086371
#> const     12.50408393 3.5049992   8.6488274   16.9693690
#> exo1      -0.02403223 0.3772628  -0.6570703    0.2862184
#> exo2       0.83381452 0.4448446   0.2838730    1.4655257
#> exo3      -0.50910505 0.5212106  -1.3269057    0.0714154
#> 
#> $MAC$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   2.085389 0.5450266   1.4650714     2.888753
#> lag1_var2  -3.762026 1.1551811  -5.0068396    -2.040800
#> lag1_var3  -4.795251 1.7661102  -6.7100565    -2.218969
#> lag1_var4   5.269360 1.6900387   2.7615995     7.042608
#> const     -14.695441 8.0442571 -24.5036347    -5.417921
#> exo1        0.402531 0.8468960  -0.8347959     1.442816
#> exo2       -2.720478 0.7834627  -3.5676046    -1.429796
#> exo3        1.008258 0.6186873   0.1835476     1.870882
#> 
#> $MAC$A$equation4
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1  1.4366421 0.6971567   0.577702775    2.4112739
#> lag1_var2 -2.4218259 1.7344235  -4.661156356   -0.2139980
#> lag1_var3 -3.5452524 2.6997692  -7.025104935   -0.2098055
#> lag1_var4  4.1499511 2.5773043   0.946045619    7.5019603
#> const     -7.4086917 9.3565368 -19.033575047    3.5657071
#> exo1       0.4090325 0.7342895  -0.704604344    1.3683987
#> exo2      -2.2185825 1.0035271  -3.162607104   -0.5671157
#> exo3       0.7088795 0.4791615  -0.005814242    1.3192480
#> 
#> 
#> 
#> $MAR
#> $MAR$Sigma
#> $MAR$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001071179 0.0002362783 0.0007918533  0.001427504
#> 
#> $MAR$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007182401 0.00273324 -0.01180174 -0.004117047
#> Sigma[2,2]  0.228164288 0.04221576  0.17540603  0.282215283
#> 
#> $MAR$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0008416416 0.002422766 -0.001573557  0.004785765
#> Sigma[3,2] -0.0720862124 0.045500368 -0.147882589 -0.028249632
#> Sigma[3,3]  0.1190614595 0.038284414  0.085265155  0.181099192
#> 
#> $MAR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003333005 0.002238784 -0.006096657 9.792467e-05
#> Sigma[4,2]  0.048577847 0.037292864 -0.007286149 8.689721e-02
#> Sigma[4,3]  0.091021744 0.031466781  0.058842997 1.409508e-01
#> Sigma[4,4]  0.128061124 0.035999555  0.091364821 1.846349e-01
#> 
#> 
#> $MAR$A
#> $MAR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.992725644 0.03355161  0.93919558   1.03296666
#> lag1_var2 -0.050511932 0.05997377 -0.12279550   0.04430438
#> lag1_var3 -0.089787905 0.12358083 -0.24310927   0.10479497
#> lag1_var4  0.085149343 0.11294882 -0.09321379   0.22237487
#> const      0.512009692 0.37263595  0.08600441   1.08370910
#> exo1      -0.002394459 0.04546347 -0.06422105   0.05526898
#> exo2      -0.108220853 0.03568595 -0.15676328  -0.05977121
#> exo3       0.062628735 0.03302535  0.02840152   0.10304520
#> 
#> $MAR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5817180 0.4203304 -1.00271359    0.1473620
#> lag1_var2  1.8479928 0.6815953  0.90515998    2.8373461
#> lag1_var3  1.8922552 1.4015279 -0.05760052    3.9175914
#> lag1_var4 -1.7132805 1.2888853 -3.56515780    0.0971578
#> const      6.5525665 7.0366008 -5.08457490   15.0819956
#> exo1      -0.1147768 0.2298212 -0.39470197    0.2157245
#> exo2       2.1879815 0.5368187  1.41290753    2.9454234
#> exo3      -0.3683538 0.4450052 -1.00177333    0.1591532
#> 
#> $MAR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1845599 0.2683691 -0.21173640    0.4806726
#> lag1_var2 -0.2431036 0.4592956 -0.91185461    0.3773737
#> lag1_var3  0.2713570 0.9667034 -1.09900648    1.5491412
#> lag1_var4  0.6557582 0.8564092 -0.48931204    1.8689449
#> const     -2.4415380 3.5244219 -8.21457484    0.8127647
#> exo1       0.1846714 0.1586131 -0.04041742    0.3801338
#> exo2      -1.7828612 0.2551046 -2.17112812   -1.4803093
#> exo3       0.8513842 0.2106589  0.54142405    1.0956859
#> 
#> $MAR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.14360691 0.2311299  -0.4727362    0.1454890
#> lag1_var2  0.40865860 0.4425375  -0.1963320    1.0299732
#> lag1_var3  0.65022208 0.9206075  -0.5904117    2.0183700
#> lag1_var4  0.40039152 0.8312003  -0.8083765    1.5385306
#> const     -0.07229769 3.7240293  -4.9136954    5.2541393
#> exo1       0.15055036 0.2025590  -0.1797045    0.3952203
#> exo2      -0.87080401 0.2917090  -1.2302270   -0.4103557
#> exo3       0.71479681 0.3438553   0.2338940    1.1078196
#> 
#> 
#> 
#> $MDA
#> $MDA$Sigma
#> $MDA$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00637956 0.001692061 0.004277771  0.008713332
#> 
#> $MDA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05888591 0.01950141  -0.0850390  -0.03499246
#> Sigma[2,2]  1.24088002 0.27542225   0.8565808   1.63947408
#> 
#> $MDA$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05547324 0.0171012  0.03457151   0.08129642
#> Sigma[3,2] -1.14172946 0.3846743 -1.76923721  -0.68869183
#> Sigma[3,3]  2.30482717 0.6204320  1.86561873   3.29372484
#> 
#> $MDA$Sigma$equation4
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02032403 0.0076196  0.01220993   0.03219698
#> Sigma[4,2] -0.40558587 0.2516624 -0.83038882  -0.16520448
#> Sigma[4,3]  1.67091545 0.4584673  1.33763288   2.41170149
#> Sigma[4,4]  1.47652743 0.3728899  1.12941813   2.04261724
#> 
#> 
#> $MDA$A
#> $MDA$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.93497021 0.06172573  0.850129051  1.013554697
#> lag1_var2  0.10113546 0.12116694 -0.036429140  0.265664350
#> lag1_var3  0.17843421 0.20622750 -0.048589101  0.458295722
#> lag1_var4 -0.17407927 0.20222624 -0.448901351  0.044646717
#> const      1.22308813 1.21678894 -0.326769690  2.861207532
#> exo1       0.09606247 0.05882720  0.002497194  0.164197116
#> exo2      -0.11846849 0.10163149 -0.268383256  0.007782344
#> exo3       0.09919260 0.06671981  0.026341994  0.208105085
#> 
#> $MDA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1973680 0.5057226   -0.411972    0.9142215
#> lag1_var2 -0.1103684 1.9105625   -2.136729    2.6587422
#> lag1_var3 -1.7713698 3.2518974   -5.219120    3.0272463
#> lag1_var4  1.7384702 3.1741807   -2.972286    5.1532793
#> const     -2.0378384 6.7191062  -13.908872    4.8642825
#> exo1      -1.0148904 1.0673249   -2.201569    0.6061275
#> exo2      -0.2726295 1.1976340   -1.714968    1.5140884
#> exo3      -0.4191705 1.1514543   -1.974433    0.8720053
#> 
#> $MDA$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.54276427  0.9881362  -0.8244608     2.004679
#> lag1_var2 -0.49871395  3.0656148  -4.2976524     3.804968
#> lag1_var3  0.45809522  5.2185410  -5.8988458     7.742937
#> lag1_var4  0.37902079  5.1282990  -6.8365782     6.596604
#> const     -1.23684809 17.9076817 -27.3324596    22.559509
#> exo1       0.02799681  1.7351897  -2.6246474     2.278204
#> exo2      -0.16670758  2.0090572  -2.9465368     2.390635
#> exo3       2.76958902  1.3469130   1.0808634     4.658037
#> 
#> $MDA$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.7006659  0.8221456  -0.3958993     1.835232
#> lag1_var2 -0.9710569  2.3714481  -3.5168183     2.872737
#> lag1_var3 -1.2700968  4.0229257  -5.5044079     5.214302
#> lag1_var4  2.0903499  3.9571492  -4.3093400     6.249810
#> const     -3.4967490 15.6850409 -25.9871548    16.811547
#> exo1      -0.5895481  1.4612927  -2.7799128     1.279187
#> exo2      -0.3952108  1.4843037  -2.3721294     1.512611
#> exo3       2.4818998  1.0375001   1.2582923     3.954117
#> 
#> 
#> 
#> $MDG
#> $MDG$Sigma
#> $MDG$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001412931 0.0004552693 0.0009934488  0.002108708
#> 
#> $MDG$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00383646 0.006081657 -0.01323523  0.003224834
#> Sigma[2,2]  0.40544848 0.184653338  0.28098449  0.696637022
#> 
#> $MDG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002953655 0.004851296 -0.002527457   0.01004314
#> Sigma[3,2] -0.342646739 0.153273238 -0.587794246  -0.23019275
#> Sigma[3,3]  0.299163643 0.127484817  0.198277718   0.50508622
#> 
#> $MDG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.000378520 0.000982638 -0.001840245 0.0007486593
#> Sigma[4,2]  0.008345601 0.012742772 -0.008517199 0.0267168598
#> Sigma[4,3]  0.002704479 0.011668124 -0.013056417 0.0196263632
#> Sigma[4,4]  0.010249657 0.001852471  0.008052342 0.0128441631
#> 
#> 
#> $MDG$A
#> $MDG$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.977716744 0.02510750  0.937123797   1.00156943
#> lag1_var2 -0.002684768 0.06088933 -0.073579560   0.09482963
#> lag1_var3  0.001805038 0.07384059 -0.083716983   0.11980118
#> lag1_var4 -0.001494068 0.07165502 -0.115287719   0.07531513
#> const      0.526518947 0.39530844 -0.118119954   0.96228086
#> exo1       0.026018028 0.02488136 -0.004694495   0.05925676
#> exo2      -0.083961992 0.03363568 -0.129733299  -0.04342710
#> exo3       0.025731490 0.04870444 -0.041132767   0.09037260
#> 
#> $MDG$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.005840063 0.4601419  -0.4931229    0.6423833
#> lag1_var2 -0.683770811 0.9771633  -1.8099166    0.7913517
#> lag1_var3 -1.862533632 1.1360565  -3.1341917   -0.1255151
#> lag1_var4  1.876343781 1.1237943   0.1812916    3.2320488
#> const     -0.846403246 7.2435599 -10.9292199    8.3963822
#> exo1       0.023934412 0.4532610  -0.7397196    0.5496262
#> exo2       0.488235857 0.5886455  -0.3668582    1.1890482
#> exo3       0.465756178 0.5210506  -0.1685611    1.2747714
#> 
#> $MDG$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.131157749 0.3965997  -0.4130897    0.5865748
#> lag1_var2  1.386708479 0.8719455   0.1649708    2.4651947
#> lag1_var3  2.479241393 1.0170385   1.0560740    3.7336275
#> lag1_var4 -1.537227921 1.0098483  -2.8668338   -0.1419836
#> const      1.622533966 6.4973763  -7.1573647   10.6533751
#> exo1       0.003809546 0.4087179  -0.4695645    0.6566279
#> exo2      -1.206208635 0.4781823  -1.8002341   -0.5066895
#> exo3      -0.132490440 0.4440044  -0.8533966    0.3798631
#> 
#> $MDG$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.13160676 0.06387484  0.05310223    0.2197611
#> lag1_var2  0.32954720 0.23214707 -0.03228065    0.5942740
#> lag1_var3  0.32884218 0.27233186 -0.08990373    0.6582074
#> lag1_var4  0.63334109 0.27089164  0.30801604    1.0415908
#> const      0.04920679 0.93351398 -1.39440430    1.2729204
#> exo1       0.02507768 0.10591201 -0.11043406    0.1766268
#> exo2      -0.82483011 0.08317659 -0.93226284   -0.7116696
#> exo3       0.27201680 0.07241184  0.20214798    0.3884083
#> 
#> 
#> 
#> $MDV
#> $MDV$Sigma
#> $MDV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003808388 0.0009629084 0.002631666  0.005265014
#> 
#> $MDV$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009324236 0.006191934 -0.01884308 -0.002103427
#> Sigma[2,2]  0.299536772 0.040830248  0.25005902  0.361117652
#> 
#> $MDV$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01649681 0.008903846  0.003204169   0.02850846
#> Sigma[3,2] -0.38056923 0.068313441 -0.498032837  -0.30914255
#> Sigma[3,3]  0.63418758 0.156549147  0.476212224   0.87754134
#> 
#> $MDV$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01234473 0.006306774  0.002397072   0.02040141
#> Sigma[4,2] -0.23908477 0.054649050 -0.330561528  -0.17891498
#> Sigma[4,3]  0.45959894 0.129628205  0.329179771   0.66348863
#> Sigma[4,4]  0.35240749 0.107895626  0.246712545   0.52495341
#> 
#> 
#> $MDV$A
#> $MDV$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96846015 0.04206382  0.903291154   1.01632339
#> lag1_var2 -0.03736585 0.08283406 -0.138195895   0.09062698
#> lag1_var3 -0.07199966 0.14946943 -0.251832865   0.16052649
#> lag1_var4  0.07442359 0.13857921 -0.142632426   0.24008202
#> const      0.59559742 0.39235567  0.101602674   1.18942904
#> exo1       0.04775518 0.05501688 -0.004977099   0.14070519
#> exo2      -0.44750320 0.06646132 -0.530248945  -0.35187041
#> exo3       0.24177134 0.05402514  0.173434073   0.32201918
#> 
#> $MDV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0975357 0.5454288 -1.85080240   -0.3352139
#> lag1_var2  3.4591174 0.8765887  2.15300210    4.3445011
#> lag1_var3  4.5807351 1.5937524  2.24185012    6.2723943
#> lag1_var4 -4.3330222 1.4882084 -5.91022723   -2.1581267
#> const     10.6230279 6.8060202  0.35345038   18.7032946
#> exo1       0.3430210 0.7052599 -0.84750575    1.0112468
#> exo2       1.0924262 0.7883992 -0.08046335    1.9364421
#> exo3      -0.3656382 0.4864839 -1.01908823    0.1939945
#> 
#> $MDV$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.3146121 0.6802029   0.5379706     2.376041
#> lag1_var2  -3.0612444 1.0204086  -4.5009784    -1.742838
#> lag1_var3  -4.6380617 1.8606383  -7.3291119    -2.235304
#> lag1_var4   5.3826727 1.7497511   3.1336548     7.958353
#> const     -14.2305121 9.8108476 -27.0938307    -0.838534
#> exo1       -0.3230588 0.8190680  -0.9634075     1.123394
#> exo2       -5.2611729 1.1594669  -6.3868130    -3.456467
#> exo3        1.1859101 0.6388843   0.3948539     2.076388
#> 
#> $MDV$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.8068507 0.5131526   0.1976859   1.61916882
#> lag1_var2  -1.6998449 0.7417830  -2.7868868  -0.85746840
#> lag1_var3  -3.0961808 1.3534140  -5.0754798  -1.49392520
#> lag1_var4   3.9716034 1.2728628   2.4499979   5.85477518
#> const     -10.1302126 7.3962406 -20.0313893   0.02327851
#> exo1       -0.1748038 0.4996383  -0.5973516   0.69659399
#> exo2       -4.8210560 0.8227422  -5.6257767  -3.48132344
#> exo3        1.0509681 0.4231107   0.5237877   1.63799957
#> 
#> 
#> 
#> $MEX
#> $MEX$Sigma
#> $MEX$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008204781 0.0002258573 0.0006243163  0.001191068
#> 
#> $MEX$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01530018 0.002260297 -0.01915178   -0.0129465
#> Sigma[2,2]  0.51286183 0.084544556  0.39257306    0.6109542
#> 
#> $MEX$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0130774 0.003380848  0.009258926   0.01839709
#> Sigma[3,2] -0.3454631 0.048269201 -0.417617017  -0.30862726
#> Sigma[3,3]  0.4284881 0.056139417  0.387732869   0.53247201
#> 
#> $MEX$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004075403 0.003171714  0.0004987346   0.00858456
#> Sigma[4,2] -0.041039777 0.052771307 -0.1113981666   0.03247417
#> Sigma[4,3]  0.231136700 0.039992031  0.1878409484   0.29683183
#> Sigma[4,4]  0.214833457 0.026549531  0.1826249516   0.25901175
#> 
#> 
#> $MEX$A
#> $MEX$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.978818753 0.01929261  0.95151520   1.00502576
#> lag1_var2  0.026053933 0.06995853 -0.05572688   0.13557694
#> lag1_var3  0.029881096 0.11372246 -0.10354978   0.20670027
#> lag1_var4 -0.031229779 0.11273744 -0.21041935   0.09540469
#> const      0.654964050 0.40487968  0.24259030   1.26355376
#> exo1      -0.007797097 0.01328511 -0.02376458   0.01096339
#> exo2      -0.082726366 0.02756519 -0.11394855  -0.03793848
#> exo3       0.031438941 0.03499137 -0.02255677   0.07342176
#> 
#> $MEX$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.21140681 0.3945853  -0.8032873    0.3256531
#> lag1_var2  1.01300780 1.1412993  -0.7893990    2.4281581
#> lag1_var3  0.59037814 1.9045760  -2.3606433    3.1503637
#> lag1_var4 -0.53614082 1.8897515  -2.9935149    2.3895065
#> const      3.92631601 8.4319764  -9.2562923   12.0919270
#> exo1       0.26446976 0.3445561  -0.1384610    0.8101839
#> exo2       0.44150463 0.5826832  -0.4222388    1.1360829
#> exo3       0.08370776 1.1553360  -1.1950941    1.9553414
#> 
#> $MEX$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.8345029 0.5874276   0.03411023    1.6357538
#> lag1_var2  0.5405258 1.5573775  -1.47870039    2.8517198
#> lag1_var3  1.3245256 2.6330232  -2.12106528    5.1270304
#> lag1_var4 -0.7063219 2.5116734  -4.38084142    2.5636511
#> const     -1.3929961 9.0532277 -14.03605005   12.2252549
#> exo1      -0.3021513 0.4296418  -0.91377938    0.2707058
#> exo2      -4.3314687 0.5168054  -5.03567127   -3.7409126
#> exo3       1.3564790 0.9951488  -0.36432029    2.4761013
#> 
#> $MEX$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7292278 0.4575155   0.0724090    1.2794723
#> lag1_var2  0.8370778 1.1827736  -0.6519842    2.6233818
#> lag1_var3  1.1498272 1.9949233  -1.3728971    4.1121531
#> lag1_var4 -0.4951363 1.8781379  -3.2501826    1.9056954
#> const      0.1109979 5.7580544  -7.8848933    7.0793926
#> exo1      -0.1494054 0.3570829  -0.6029513    0.3761633
#> exo2      -4.2455091 0.4238707  -4.7868946   -3.6178507
#> exo3       1.4757219 0.5899809   0.6596837    2.2083682
#> 
#> 
#> 
#> $MKD
#> $MKD$Sigma
#> $MKD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005252181 9.471229e-05 0.0004161085  0.000668415
#> 
#> $MKD$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007057073 0.006458991 -0.01611483  0.001115256
#> Sigma[2,2]  2.911694565 0.642250714  2.08668961  3.892726436
#> 
#> $MKD$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004156373 0.002872077  0.0009591791  0.008212978
#> Sigma[3,2] -1.479302668 0.267916454 -1.8267758626 -1.115788586
#> Sigma[3,3]  0.927540770 0.130467031  0.7906974031  1.104121258
#> 
#> $MKD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0002528654 0.002112235 -0.002379037  0.003396174
#> Sigma[4,2] 0.1739567230 0.160503334  0.019016434  0.444399229
#> Sigma[4,3] 0.1578201580 0.094629217  0.019395159  0.270564446
#> Sigma[4,4] 0.3581721694 0.133740983  0.208612866  0.556269050
#> 
#> 
#> $MKD$A
#> $MKD$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.03825958 0.01849289  1.014950580  1.064906790
#> lag1_var2 -0.02430368 0.01362060 -0.045462582 -0.009869408
#> lag1_var3 -0.04880270 0.02691124 -0.090684117 -0.020465242
#> lag1_var4  0.02510624 0.02063372  0.003494892  0.058100388
#> const      0.37079940 0.18399804  0.187215681  0.688614268
#> exo1       0.01415349 0.02314010 -0.015902638  0.039438428
#> exo2      -0.03320028 0.02700532 -0.063387610  0.011827074
#> exo3       0.03828234 0.01969670  0.010400339  0.063080955
#> 
#> $MKD$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -3.90842920  1.702374  -5.6168734    -0.942711
#> lag1_var2  2.57546166  1.403905   0.5045014     4.210096
#> lag1_var3  3.03905101  2.663902  -0.8400112     6.268422
#> lag1_var4 -1.83086026  2.021994  -4.4198221     1.127234
#> const     25.34294913 23.217119   0.7818557    60.628366
#> exo1      -0.61172293  1.411340  -2.7361019     1.038958
#> exo2      -0.88115681  2.178008  -3.1428464     2.857267
#> exo3      -0.01920003  1.203724  -1.5573314     1.688415
#> 
#> $MKD$A$equation3
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1   2.33459552  0.9611285   0.6503457    3.2070982
#> lag1_var2  -0.60730956  0.8137984  -1.6070006    0.4964654
#> lag1_var3  -0.22765819  1.5403474  -2.1320900    1.8299740
#> lag1_var4   0.49238417  1.1966463  -1.0935962    1.9897286
#> const     -14.88769050 13.9730737 -37.4087848   -0.2649809
#> exo1        0.54177959  0.9027534  -0.6289881    1.7440500
#> exo2        0.16361334  1.2272753  -2.0302395    1.3082462
#> exo3       -0.02761194  0.6659957  -0.8668542    0.9985404
#> 
#> $MKD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.22974740 0.3706610 -0.31678966    0.7295849
#> lag1_var2  0.49323639 0.3199606  0.01320690    0.8160316
#> lag1_var3  0.87822537 0.5939540 -0.02795933    1.4867937
#> lag1_var4  0.07236828 0.4503194 -0.36797529    0.8123682
#> const     -3.06453504 4.6717471 -9.75524954    3.2526019
#> exo1       0.36715541 0.6640632 -0.33536529    1.3426284
#> exo2      -0.43178933 0.9532163 -1.68359368    0.9144926
#> exo3      -0.15615716 0.4400538 -0.70024737    0.4915783
#> 
#> 
#> 
#> $MLI
#> $MLI$Sigma
#> $MLI$Sigma$equation1
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001019703 0.00019886 0.0007625603  0.001304157
#> 
#> $MLI$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001251982 0.001152503 -0.003166805 -0.0001610627
#> Sigma[2,2]  0.030735258 0.005973696  0.023748903  0.0401188914
#> 
#> $MLI$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0002911366 0.002162286 -0.002035318  0.003386177
#> Sigma[3,2] -0.0248356183 0.007886402 -0.037514396 -0.018105215
#> Sigma[3,3]  0.0918668496 0.013703070  0.075156893  0.111656015
#> 
#> $MLI$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001193697 0.001676193 -0.002769057 0.0015711739
#> Sigma[4,2] -0.004053527 0.004937386 -0.011341781 0.0008616492
#> Sigma[4,3]  0.076241223 0.010762190  0.060356872 0.0889580104
#> Sigma[4,4]  0.074717980 0.009648780  0.059562957 0.0866343872
#> 
#> 
#> $MLI$A
#> $MLI$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  1.000889712 0.01025897  0.988062063   1.01615254
#> lag1_var2 -0.027606887 0.04761890 -0.075684345   0.04681519
#> lag1_var3 -0.032062818 0.09129975 -0.126821605   0.09945434
#> lag1_var4  0.026762370 0.09360837 -0.106555330   0.12557138
#> const      0.399104772 0.25980358  0.004144823   0.66866292
#> exo1      -0.002445778 0.03603752 -0.061071604   0.03546211
#> exo2      -0.053998275 0.03700178 -0.104165533  -0.01087917
#> exo3      -0.035183147 0.03155738 -0.076959787   0.00944110
#> 
#> $MLI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.22166417 0.07999196   0.1080067    0.3244451
#> lag1_var2  1.15675707 0.25284981   0.7917559    1.4975028
#> lag1_var3  0.79385352 0.42270253   0.2419180    1.4074445
#> lag1_var4 -0.91716487 0.43511342  -1.5465459   -0.3670985
#> const      4.20057415 1.88243648   1.3665333    6.7332615
#> exo1      -0.04203748 0.14492670  -0.2477479    0.1350549
#> exo2       0.91948860 0.14270510   0.7125227    1.1181175
#> exo3      -1.03751252 0.25652109  -1.4161829   -0.6972083
#> 
#> $MLI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4365231 0.0926271  -0.5603426   -0.3048700
#> lag1_var2  1.0990293 0.6271034   0.4809279    2.0757024
#> lag1_var3  1.9069778 1.1076599   0.8419959    3.8061420
#> lag1_var4 -0.8349375 1.1409023  -2.7875188    0.2793339
#> const      4.1386172 3.2520052  -0.2556000    8.4302331
#> exo1       0.3087392 0.1390933   0.1256754    0.5137513
#> exo2      -2.0607747 0.2651752  -2.4769284   -1.7509098
#> exo3       0.5122876 0.4830712  -0.2300918    1.0415990
#> 
#> $MLI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2868467 0.1131561 -0.43542075  -0.15183002
#> lag1_var2  1.5381842 0.5345781  1.01832684   2.44772579
#> lag1_var3  1.9255701 0.9466688  1.10506671   3.63518615
#> lag1_var4 -0.9265527 0.9680592 -2.67290481  -0.09533187
#> const      6.2627200 2.8782377  2.30342997  10.21622544
#> exo1       0.2858375 0.1149045  0.09207044   0.40303554
#> exo2      -1.4883552 0.2536771 -1.88786688  -1.16224611
#> exo3      -0.1803460 0.4072876 -0.73476967   0.32012413
#> 
#> 
#> 
#> $MLT
#> $MLT$Sigma
#> $MLT$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001140585 0.0003863493 0.000755218  0.001739412
#> 
#> $MLT$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002781567 0.001859877 -0.005315081 -0.0003904417
#> Sigma[2,2]  0.082483365 0.023610634  0.060028666  0.1210952159
#> 
#> $MLT$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0001128601 0.003646435 -0.004322655  0.005522744
#> Sigma[3,2] -0.0756704927 0.032913744 -0.111725965 -0.033338500
#> Sigma[3,3]  0.2639074335 0.058173831  0.181512038  0.341747373
#> 
#> $MLT$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001255522 0.003787646 -0.005894694  0.0045133590
#> Sigma[4,2] -0.036405845 0.030762711 -0.073722333 -0.0001199372
#> Sigma[4,3]  0.242847637 0.048474536  0.176636884  0.3081843533
#> Sigma[4,4]  0.242004765 0.041420058  0.190147311  0.3017424398
#> 
#> 
#> $MLT$A
#> $MLT$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97338205 0.02436500  0.933097481   0.99796869
#> lag1_var2 -0.02819484 0.05025375 -0.075325558   0.05785139
#> lag1_var3 -0.05611066 0.09436198 -0.162071744   0.08190707
#> lag1_var4  0.05886708 0.08988100 -0.073630418   0.16224334
#> const      0.50624096 0.29567254  0.213277164   0.99510706
#> exo1       0.01735746 0.03785383 -0.043922555   0.06206196
#> exo2      -0.16326876 0.02548256 -0.201070230  -0.12925979
#> exo3       0.05001598 0.03689780  0.002395502   0.10214317
#> 
#> $MLT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05192494 0.1683110  -0.1216054   0.33396480
#> lag1_var2  1.40340191 0.3357196   0.9663000   1.87612262
#> lag1_var3  1.56092651 0.7486758   0.6164958   2.67340992
#> lag1_var4 -1.62319751 0.7282727  -2.7286942  -0.71845127
#> const      4.35850280 3.2212493  -0.9759303   7.34487134
#> exo1      -0.57569949 0.1674734  -0.8154749  -0.35298153
#> exo2       0.84251666 0.3848260   0.3424236   1.37386096
#> exo3      -0.34330448 0.2450794  -0.6653221   0.04303392
#> 
#> $MLT$A$equation3
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1   0.901526268 0.3287332   0.5500140   1.34431049
#> lag1_var2  -2.202776088 0.9820688  -3.7012016  -1.00888554
#> lag1_var3  -2.901330273 2.0686439  -6.1799080  -0.64597509
#> lag1_var4   3.743848556 1.9897408   1.6374319   6.90707869
#> const     -10.592813337 5.8905011 -18.9007641  -3.52760887
#> exo1        0.126952304 0.3011208  -0.3621269   0.37839912
#> exo2       -0.821405163 0.5661207  -1.6157780  -0.06791853
#> exo3       -0.007015806 0.3669943  -0.5916927   0.41713769
#> 
#> $MLT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9952076 0.3105858   0.6349154    1.4192847
#> lag1_var2 -1.9276019 0.9327203  -3.3483646   -0.7358408
#> lag1_var3 -2.9385111 1.9233040  -6.0134001   -0.7325811
#> lag1_var4  3.7494129 1.8448202   1.6950359    6.7109244
#> const     -9.7959650 5.1907854 -17.1328650   -3.3669361
#> exo1      -0.1668475 0.3252306  -0.6730511    0.1742284
#> exo2      -0.3170109 0.4469497  -0.8903753    0.2820858
#> exo3      -0.2526801 0.3921412  -0.7392589    0.3142526
#> 
#> 
#> 
#> $MMR
#> $MMR$Sigma
#> $MMR$Sigma$equation1
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0007237805 0.000184647  0.00052963  0.001012263
#> 
#> $MMR$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002865977 0.001132801 -0.004371626  -0.00135148
#> Sigma[2,2]  0.075817819 0.015148507  0.052622944   0.09521716
#> 
#> $MMR$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00380378 0.002166703  0.0007600541  0.006615286
#> Sigma[3,2] -0.09104999 0.023770567 -0.1194045632 -0.058638335
#> Sigma[3,3]  0.28627810 0.061936304  0.2093988839  0.371058609
#> 
#> $MMR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002213023 0.002122402 -0.000702744  0.004870297
#> Sigma[4,2] -0.048442665 0.020530587 -0.072889483 -0.021852214
#> Sigma[4,3]  0.237444669 0.053216505  0.169110862  0.308786313
#> Sigma[4,4]  0.212694415 0.046345696  0.152119105  0.273101827
#> 
#> 
#> $MMR$A
#> $MMR$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.98411516 0.007550205  0.97356632   0.99393660
#> lag1_var2 -0.03004762 0.044834875 -0.09028815   0.04178199
#> lag1_var3  0.01178720 0.080080722 -0.08073748   0.14874891
#> lag1_var4 -0.01331238 0.079421440 -0.15004286   0.07644961
#> const      0.59896849 0.218147655  0.28115483   0.82171235
#> exo1       0.01118867 0.027077378 -0.02373284   0.04783575
#> exo2      -0.10880865 0.032294028 -0.15224962  -0.06987317
#> exo3      -0.13134489 0.027131801 -0.16383361  -0.08953040
#> 
#> $MMR$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.057581515 0.1085614  -0.1077428    0.1917084
#> lag1_var2  0.305035983 0.7132585  -0.6696109    1.3469050
#> lag1_var3 -0.682896381 1.2709120  -2.3691138    1.2113648
#> lag1_var4  0.677224165 1.2767309  -1.2276035    2.3665260
#> const     -0.810300916 3.4260820  -5.2785933    4.2583916
#> exo1       0.006621785 0.1828169  -0.2323913    0.2551606
#> exo2       0.774842880 0.2348345   0.5561235    1.1300519
#> exo3       2.638999129 0.3030779   2.2070008    2.9879054
#> 
#> $MMR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.26745849 0.2264631  -0.4991751   0.05783504
#> lag1_var2  1.33955797 1.1926143  -0.5373604   2.76325453
#> lag1_var3  2.80113765 2.1090175  -0.6124580   5.15247622
#> lag1_var4 -1.80098933 2.1141780  -4.1618189   1.62425799
#> const      5.80258085 6.2550846  -3.1189968  11.47312976
#> exo1       0.07104363 0.3171746  -0.3925970   0.40106996
#> exo2      -0.05627486 0.3086007  -0.3849018   0.42430096
#> exo3      -5.17021450 0.7005915  -6.1321757  -4.19262794
#> 
#> $MMR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.21896902 0.1991838 -0.43583381   0.05332211
#> lag1_var2  1.21124423 0.9452588 -0.25624790   2.23002128
#> lag1_var3  1.87076896 1.7272209 -0.90171241   3.56068080
#> lag1_var4 -0.86742046 1.7345833 -2.56573783   1.92569198
#> const      4.55352140 5.5517819 -3.79851912  10.05460400
#> exo1       0.07590236 0.2881290 -0.35402733   0.44126501
#> exo2       0.42603599 0.3152980  0.05521355   0.85321162
#> exo3      -3.75538773 0.5645004 -4.56809255  -2.95195333
#> 
#> 
#> 
#> $MNE
#> $MNE$Sigma
#> $MNE$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001205687 0.0003358371 0.0007054188   0.00154833
#> 
#> $MNE$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02980203 0.01056722 -0.04194155  -0.01613638
#> Sigma[2,2]  2.09520793 0.44406112  1.55925476   2.74565312
#> 
#> $MNE$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01439203 0.005735189  0.007218263   0.02346945
#> Sigma[3,2] -1.12520925 0.264061066 -1.502342352  -0.76123137
#> Sigma[3,3]  0.81901424 0.189123503  0.597029445   1.10006401
#> 
#> $MNE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0008390411 0.003482411 -0.006331257  0.003554133
#> Sigma[4,2] -0.1060910274 0.174203136 -0.314711995  0.147246731
#> Sigma[4,3]  0.3159849873 0.100379359  0.192072054  0.467861019
#> Sigma[4,4]  0.3188268762 0.065499191  0.224436740  0.394661937
#> 
#> 
#> $MNE$A
#> $MNE$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.966361788 0.03318699  0.930658650   1.01891806
#> lag1_var2 -0.002249882 0.02679592 -0.047169080   0.02758211
#> lag1_var3 -0.005294396 0.05589570 -0.098026875   0.05890097
#> lag1_var4  0.012334115 0.04645493 -0.039966999   0.08994728
#> const      0.393859435 0.36843782 -0.131863761   0.83104441
#> exo1       0.055905094 0.04361010 -0.008218979   0.11737217
#> exo2      -0.220071188 0.04429684 -0.285185945  -0.15909180
#> exo3       0.081855127 0.03993230  0.017407681   0.12750073
#> 
#> $MNE$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.6090191  0.9866555  -1.7969518    0.7872708
#> lag1_var2  1.5083598  1.1770249   0.1632335    3.4163322
#> lag1_var3  1.1062012  2.4463414  -1.7130625    5.0865910
#> lag1_var4 -0.9385985  2.0864701  -4.3295446    1.4176820
#> const      5.5883815 15.3146562 -11.7618090   30.4344748
#> exo1      -1.6796398  1.8638611  -4.5511174    0.2513056
#> exo2       2.2066681  1.4234765   0.5337708    4.2205538
#> exo3      -1.2263474  0.6491719  -2.1058330   -0.2799946
#> 
#> $MNE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7134364 0.7559156  -0.3542629    1.7616030
#> lag1_var2 -0.8245068 1.0419130  -2.3458610    0.2365519
#> lag1_var3 -0.6258482 2.1588984  -3.8059144    1.5583900
#> lag1_var4  1.4135733 1.8342503  -0.3995974    4.1094701
#> const     -4.2069751 5.8214043 -10.2833182    4.5920453
#> exo1       0.2679522 0.9315414  -0.6356054    1.7977652
#> exo2      -5.2671748 0.6541241  -6.1617092   -4.4923585
#> exo3       0.9753997 0.4944518   0.3425396    1.6082281
#> 
#> $MNE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4614917 0.6315775 -0.40824359    1.4274888
#> lag1_var2 -0.5435837 0.8078249 -1.63624043    0.5737629
#> lag1_var3 -0.9993404 1.6776892 -3.28027169    1.3108939
#> lag1_var4  1.8827741 1.4273522 -0.07570996    3.8239077
#> const     -2.8716902 5.4914565 -8.21029359    5.7498864
#> exo1      -0.6704788 0.3517324 -1.18977335   -0.2239313
#> exo2      -4.7843278 0.2401803 -5.06773019   -4.4497602
#> exo3       0.4169022 0.5158547 -0.27037715    1.1193671
#> 
#> 
#> 
#> $MNG
#> $MNG$Sigma
#> $MNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001869473 0.0005263326 0.001291899  0.002638414
#> 
#> $MNG$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01167243 0.007921078 -0.02163392 -0.002033775
#> Sigma[2,2]  0.89458428 0.219180084  0.64170590  1.215731722
#> 
#> $MNG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003274813 0.006036898 -0.003776142   0.01236079
#> Sigma[3,2] -0.306444251 0.082656245 -0.412352887  -0.20519442
#> Sigma[3,3]  0.554062664 0.122079908  0.402335196   0.71828104
#> 
#> $MNG$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.003949876 0.006541093 -0.01001564  0.006204571
#> Sigma[4,2]  0.254316982 0.156139185  0.03861779  0.450884104
#> Sigma[4,3]  0.398213672 0.133949684  0.24920833  0.600933545
#> Sigma[4,4]  0.596938930 0.182613185  0.45221716  0.894056738
#> 
#> 
#> $MNG$A
#> $MNG$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.031764846 0.02050013  1.00333542  1.057811988
#> lag1_var2 -0.129299748 0.10300395 -0.28506156  0.013983820
#> lag1_var3 -0.233015551 0.17462850 -0.49914183  0.005820611
#> lag1_var4  0.219626516 0.17404649 -0.01742393  0.485284114
#> const      0.078759084 0.44019965 -0.54594836  0.700817531
#> exo1       0.006024181 0.02686704 -0.02629418  0.048503642
#> exo2      -0.189540616 0.06144796 -0.27055328 -0.103309864
#> exo3      -0.054499789 0.03970518 -0.10896247  0.002594490
#> 
#> $MNG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03481502 0.2560296  -0.2466784    0.3964399
#> lag1_var2  0.93041447 1.8014090  -1.7858563    2.9369555
#> lag1_var3  0.80406419 3.2968329  -4.2566847    4.5039910
#> lag1_var4 -0.78190718 3.2368997  -4.3930291    4.1552314
#> const      1.28334438 6.1765780  -7.7980064    7.6811629
#> exo1      -0.49602752 1.0688253  -1.7249306    1.1831686
#> exo2      -0.50650328 1.7552610  -3.2241534    1.3909935
#> exo3       1.19042003 0.8219727   0.3624826    2.6076654
#> 
#> $MNG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1191513 0.2750148  -0.2786592    0.4944604
#> lag1_var2  2.0341821 1.7469778  -0.3382766    4.1397631
#> lag1_var3  3.7215119 3.1081324  -0.3782570    7.5109406
#> lag1_var4 -2.9297063 3.0413537  -6.6343867    1.0593764
#> const      7.5437266 5.2746346   0.9599456   14.8251082
#> exo1      -1.2852018 0.5741994  -2.2655798   -0.6175498
#> exo2      -0.1967397 1.3352978  -1.9076675    1.6066308
#> exo3      -2.4644006 0.6589269  -3.1983849   -1.4037024
#> 
#> $MNG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1561795 0.2576156  -0.2311768    0.4557555
#> lag1_var2  2.3314995 1.6309457   0.3006774    4.9884768
#> lag1_var3  3.7660170 2.8227709   0.4578909    8.4937062
#> lag1_var4 -2.9562400 2.7695907  -7.6235050    0.2453203
#> const      7.6754255 6.6128896  -0.8441642   16.8772187
#> exo1      -1.6791354 0.8126541  -2.8264129   -0.5694128
#> exo2      -0.5756026 1.4974355  -2.1061385    1.8988783
#> exo3      -1.8848712 0.8123450  -2.7034597   -0.6619826
#> 
#> 
#> 
#> $MOZ
#> $MOZ$Sigma
#> $MOZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001279914 0.0002185038  0.00104677  0.001580324
#> 
#> $MOZ$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001243783 0.0002257531 -0.001591265 -0.001009541
#> Sigma[2,2]  0.006442460 0.0013075222  0.004720310  0.008263033
#> 
#> $MOZ$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.0002622997 0.001225205 -0.00209117  0.001255873
#> Sigma[3,2] -0.0130187375 0.004226617 -0.01875824 -0.008093058
#> Sigma[3,3]  0.0609331547 0.016144842  0.04218449  0.084045735
#> 
#> $MOZ$Sigma$equation4
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[4,1] -0.001321009 0.001262514 -0.00320501  0.0001548446
#> Sigma[4,2] -0.008346832 0.003530571 -0.01283449 -0.0036695966
#> Sigma[4,3]  0.052403567 0.013998035  0.03637431  0.0737792508
#> Sigma[4,4]  0.047350347 0.012459141  0.03387898  0.0672780704
#> 
#> 
#> $MOZ$A
#> $MOZ$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.994125196 0.009980613  0.98053761   1.00645120
#> lag1_var2 -0.014657551 0.086226572 -0.15299569   0.08620138
#> lag1_var3  0.034750962 0.109071154 -0.14575482   0.15701448
#> lag1_var4 -0.038386228 0.110068554 -0.15984811   0.14404931
#> const      0.623166552 0.398513514 -0.02847366   1.08481131
#> exo1      -0.009888993 0.021648949 -0.03541071   0.02381306
#> exo2      -0.072684624 0.036171104 -0.11963029  -0.02319679
#> exo3       0.007614188 0.040349042 -0.05066465   0.06568249
#> 
#> $MOZ$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.12853587 0.03699720  0.08928488    0.1878465
#> lag1_var2  0.44681328 0.21467301  0.15963109    0.7009621
#> lag1_var3 -0.24379401 0.29021572 -0.62129937    0.1147779
#> lag1_var4  0.23038892 0.29408623 -0.13317172    0.6158030
#> const     -0.72253983 1.40293663 -2.85517202    0.9227056
#> exo1       0.03038872 0.06655392 -0.04827939    0.1342383
#> exo2       0.37398746 0.09425080  0.26529852    0.5254219
#> exo3       0.21993467 0.10712710  0.08409015    0.3749862
#> 
#> $MOZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2239050 0.1285050 -0.42777921   -0.1269063
#> lag1_var2  0.9229203 0.8083114  0.09258226    2.2175239
#> lag1_var3  1.4425063 1.1453685  0.39957270    3.3295324
#> lag1_var4 -0.4484460 1.1590326 -2.35478852    0.5946717
#> const      3.6760179 5.0608003 -0.28516997   11.7627377
#> exo1      -0.1773462 0.1824485 -0.39471118    0.1064823
#> exo2      -1.0160576 0.2096299 -1.30234439   -0.6928555
#> exo3      -0.2315624 0.3780549 -0.70050321    0.3536458
#> 
#> $MOZ$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.12722263 0.1103742  -0.3108110  -0.04708723
#> lag1_var2  0.86741082 0.7072468   0.1809251   1.97816526
#> lag1_var3  0.72645895 1.0040281  -0.1595758   2.38065242
#> lag1_var4  0.26822130 1.0152407  -1.4042671   1.15490572
#> const      2.31782300 4.2574155  -0.7241522   9.15391359
#> exo1      -0.15536683 0.1650919  -0.3371271   0.10258478
#> exo2      -0.75795592 0.1942901  -1.0079952  -0.46914781
#> exo3      -0.06564261 0.3193498  -0.4616060   0.42358607
#> 
#> 
#> 
#> $MRT
#> $MRT$Sigma
#> $MRT$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001545812 0.0002186437 0.001286753  0.001867811
#> 
#> $MRT$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003935583 0.0009617652 -0.005466067 -0.002883667
#> Sigma[2,2]  0.027580104 0.0093587895  0.017806229  0.041632823
#> 
#> $MRT$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00158835 0.001503242 -0.0004652573  0.003303751
#> Sigma[3,2] -0.02241381 0.010985736 -0.0393499325 -0.011635369
#> Sigma[3,3]  0.04979997 0.010813987  0.0364557689  0.064190702
#> 
#> $MRT$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0002157134 0.001339804 -0.002315552  0.001181969
#> Sigma[4,2] -0.0111313488 0.007898944 -0.023022948 -0.002745935
#> Sigma[4,3]  0.0443361248 0.007970502  0.032788334  0.053874507
#> Sigma[4,4]  0.0440324799 0.007081536  0.033198471  0.050505198
#> 
#> 
#> $MRT$A
#> $MRT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96119446 0.03571602  0.90954197  1.005937921
#> lag1_var2  0.04273832 0.06356058 -0.03048005  0.129794359
#> lag1_var3  0.09032381 0.14273672 -0.06866054  0.311150893
#> lag1_var4 -0.08930973 0.13243563 -0.29440687  0.059340379
#> const      0.82402080 0.57709507 -0.06743433  1.464302045
#> exo1      -0.01215197 0.04346108 -0.08063111  0.035697737
#> exo2      -0.06018703 0.04215345 -0.11061836  0.005567474
#> exo3      -0.03966254 0.04287764 -0.09359073  0.024369007
#> 
#> $MRT$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.1421253 0.1448667 -0.042411723    0.3351044
#> lag1_var2  0.7037298 0.2848687  0.338718287    1.0910038
#> lag1_var3  0.1636232 0.6433861 -0.741158509    0.8673205
#> lag1_var4 -0.1720128 0.6021532 -0.824637204    0.6780782
#> const      0.8886419 1.6077917 -1.392050009    2.7393834
#> exo1       0.0174040 0.1399782 -0.194111005    0.1751848
#> exo2       0.6318117 0.1380338  0.447321547    0.8076717
#> exo3       0.2540723 0.1783121 -0.004360859    0.4696456
#> 
#> $MRT$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.37196966 0.08918165  -0.4777020  -0.26431816
#> lag1_var2  0.70661475 0.22448044   0.3738430   0.97931351
#> lag1_var3  1.67869857 0.58746682   0.7063607   2.38531923
#> lag1_var4 -0.61414035 0.55097219  -1.2714219   0.30223499
#> const      1.22947011 1.06361959   0.2140267   3.05042601
#> exo1      -0.08941574 0.18528615  -0.3302249   0.16160640
#> exo2      -0.48822836 0.32049982  -1.0135044  -0.08886506
#> exo3      -0.32235960 0.23294329  -0.6371934  -0.01642882
#> 
#> $MRT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.35971387 0.1025559  -0.4889684  -0.19959550
#> lag1_var2  0.79250141 0.2448409   0.3683056   1.01874166
#> lag1_var3  1.19314391 0.6257818   0.2874729   1.93363222
#> lag1_var4 -0.09232547 0.5870182  -0.7842311   0.76300045
#> const      0.75085748 1.5320288  -0.6766628   3.11301071
#> exo1      -0.09285842 0.2172768  -0.4329122   0.13542716
#> exo2      -0.25518253 0.3135933  -0.7689707   0.12593160
#> exo3      -0.24454653 0.2204919  -0.5343308   0.08047192
#> 
#> 
#> 
#> $MUS
#> $MUS$Sigma
#> $MUS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002526188 8.944119e-05 0.0001846048  0.000387588
#> 
#> $MUS$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001843953 0.0009991533 -0.003030579 -0.0006804552
#> Sigma[2,2]  0.118120495 0.0410055660  0.069766688  0.1781576865
#> 
#> $MUS$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003163018 0.001782234  0.001393621  0.006027717
#> Sigma[3,2] -0.066013552 0.031796659 -0.118570190 -0.036688364
#> Sigma[3,3]  0.437063980 0.111438613  0.298694243  0.598043240
#> 
#> $MUS$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.002292432 0.001799599  0.0002817363  0.004965954
#> Sigma[4,2] 0.002596039 0.018339246 -0.0212592737  0.029971969
#> Sigma[4,3] 0.433833334 0.121889988  0.2722512709  0.602488133
#> Sigma[4,4] 0.473593619 0.136135038  0.2831185469  0.653718096
#> 
#> 
#> $MUS$A
#> $MUS$A$equation1
#>                    mean          sd 5% quantile 95% quantile
#> lag1_var1  0.9886566048 0.009213063  0.97731138   1.00339573
#> lag1_var2  0.0027831001 0.026379559 -0.02763776   0.04295594
#> lag1_var3  0.0006988954 0.046843675 -0.04976499   0.07213245
#> lag1_var4 -0.0054837992 0.044919124 -0.07420906   0.04362286
#> const      0.5617353172 0.148183966  0.36344410   0.78368186
#> exo1       0.0040028192 0.011654800 -0.01330241   0.01814258
#> exo2      -0.1766891782 0.017442654 -0.20164383  -0.15211024
#> exo3      -0.0134366170 0.015797909 -0.03943864   0.00343098
#> 
#> $MUS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5417996 0.3497925  -1.0605815   -0.1146447
#> lag1_var2  1.0225707 0.5291949   0.4525130    1.9470831
#> lag1_var3  0.4864757 1.0271436  -0.6692120    2.2430969
#> lag1_var4 -0.2922907 0.9807304  -1.9732934    0.7904352
#> const      3.0517242 6.9258429  -6.0528365   12.6633185
#> exo1      -0.5521804 0.2234961  -0.8446782   -0.2349245
#> exo2       2.0393364 0.3396736   1.6302354    2.5392825
#> exo3       0.1280020 0.2810829  -0.1921750    0.5367192
#> 
#> $MUS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3021290 0.4991356  -0.9454107    0.3111152
#> lag1_var2  2.5835667 0.7083647   1.5760129    3.6696298
#> lag1_var3  5.5250202 1.3910447   3.6501032    7.7112084
#> lag1_var4 -4.6075374 1.3051752  -6.6477511   -2.8379928
#> const     12.3492115 8.6302719   0.6970608   22.8026290
#> exo1       0.2758847 0.5600600  -0.7199591    0.6876872
#> exo2      -4.5312822 0.5794640  -5.2973326   -3.7570153
#> exo3      -3.2684438 0.4292224  -3.9226882   -2.7960963
#> 
#> $MUS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.68766094 0.5328831  -1.4555650   -0.1258753
#> lag1_var2  3.04663333 0.7975035   2.0202448    4.2287867
#> lag1_var3  5.61477985 1.5805177   3.5866570    8.0749496
#> lag1_var4 -4.55719997 1.4734909  -6.8490646   -2.7006487
#> const     14.32720837 7.6336509   5.5805322   24.5148983
#> exo1      -0.04904387 0.5373013  -0.9779462    0.4027325
#> exo2      -3.64060682 0.7178617  -4.6257602   -2.7135776
#> exo3      -3.45264283 0.4396811  -4.1041080   -3.0176838
#> 
#> 
#> 
#> $MWI
#> $MWI$Sigma
#> $MWI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002263053 0.0004784233 0.001592951  0.002928501
#> 
#> $MWI$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004308595 0.001394964 -0.006364232  -0.00282409
#> Sigma[2,2]  0.018531654 0.004734574  0.012882569   0.02511120
#> 
#> $MWI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002516576 0.003857769 -0.006830803  0.003687048
#> Sigma[3,2] -0.011222972 0.013866835 -0.030902875  0.008117088
#> Sigma[3,3]  0.235503353 0.037771370  0.187876107  0.290028856
#> 
#> $MWI$Sigma$equation4
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[4,1] -0.006281169 0.003816257 -0.01139152 -0.0008051143
#> Sigma[4,2]  0.002935909 0.016154089 -0.01620471  0.0278793165
#> Sigma[4,3]  0.239437137 0.034852832  0.19423691  0.2883046478
#> Sigma[4,4]  0.255009674 0.035831670  0.21136740  0.3088489097
#> 
#> 
#> $MWI$A
#> $MWI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.989210420 0.02853014  0.95156680   1.02759493
#> lag1_var2 -0.038805845 0.09669090 -0.14876896   0.11919107
#> lag1_var3 -0.075388403 0.12062279 -0.24149988   0.10328714
#> lag1_var4  0.070523077 0.11559759 -0.10066312   0.22974352
#> const      0.555017867 0.50545970 -0.14681090   1.24462063
#> exo1       0.017844547 0.04408678 -0.03919037   0.08305888
#> exo2      -0.015570469 0.04341495 -0.07362649   0.03963541
#> exo3       0.001220365 0.05221616 -0.07271483   0.06935897
#> 
#> $MWI$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.005750847 0.06321691 -0.09770020   0.08039767
#> lag1_var2  0.737552986 0.28513925  0.35793145   1.15159041
#> lag1_var3  0.352258129 0.31092521  0.03642179   0.85752514
#> lag1_var4 -0.330996600 0.30028943 -0.82093340  -0.02127313
#> const      1.147225027 0.95658848 -0.22780789   2.44862567
#> exo1      -0.069213866 0.09972143 -0.17703262   0.08775326
#> exo2       0.647748384 0.07191658  0.53955990   0.72557136
#> exo3       0.281067187 0.12009744  0.10624795   0.41897795
#> 
#> $MWI$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.53330854 0.3191518 -1.019518110   -0.1443796
#> lag1_var2  1.58532799 1.0502424 -0.007623502    2.9220448
#> lag1_var3  1.71982105 1.7225184 -0.732137828    4.0344977
#> lag1_var4 -0.69939099 1.6592770 -2.923635618    1.6642561
#> const      4.96600636 4.6948569 -0.628964006   11.2609453
#> exo1      -0.39342001 0.4968691 -0.937214414    0.3698875
#> exo2       0.01312823 0.4972294 -0.636247984    0.7562302
#> exo3      -0.04509590 0.4275546 -0.720488369    0.3904424
#> 
#> $MWI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5828724 0.3362090 -1.09347958   -0.1649117
#> lag1_var2  1.7682157 1.1922619  0.01291747    3.2859374
#> lag1_var3  1.4497713 1.8855104 -1.27112159    3.8942611
#> lag1_var4 -0.3920902 1.8143805 -2.73942658    2.2287038
#> const      5.0826536 4.7396701 -0.86914175   11.4303938
#> exo1      -0.4715267 0.5317713 -1.12214932    0.3450558
#> exo2       0.4708125 0.5129699 -0.20634105    1.2161203
#> exo3       0.1644805 0.4449615 -0.55536261    0.6636552
#> 
#> 
#> 
#> $MYS
#> $MYS$Sigma
#> $MYS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008131409 0.0001432089 0.0006121243  0.001001462
#> 
#> $MYS$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004754947 0.001781329 -0.006822587 -0.002139574
#> Sigma[2,2]  0.068881510 0.012416061  0.053932720  0.086731310
#> 
#> $MYS$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004904879 0.002418397  0.001852516  0.008552343
#> Sigma[3,2] -0.057662907 0.017044144 -0.085234463 -0.040706575
#> Sigma[3,3]  0.192361686 0.045922798  0.129777015  0.256046737
#> 
#> $MYS$Sigma$equation4
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002052767 0.00177285  0.0001661861  0.004624484
#> Sigma[4,2] -0.015670560 0.01598406 -0.0345146162  0.001053471
#> Sigma[4,3]  0.162338121 0.04122525  0.1048267796  0.221605714
#> Sigma[4,4]  0.158151205 0.03913336  0.1084313621  0.218155148
#> 
#> 
#> $MYS$A
#> $MYS$A$equation1
#>                  mean         sd   5% quantile  95% quantile
#> lag1_var1  0.96300031 0.01390495  9.413640e-01  0.9776583354
#> lag1_var2  0.05010819 0.03692158 -9.251846e-05  0.1080350946
#> lag1_var3  0.03860808 0.05993223 -3.332358e-02  0.1361139719
#> lag1_var4 -0.03173248 0.05905247 -1.290312e-01  0.0373262748
#> const      0.49938126 0.18830993  2.815213e-01  0.7573750849
#> exo1       0.01445069 0.03764464 -4.476535e-02  0.0634007596
#> exo2      -0.10361949 0.03794184 -1.538417e-01 -0.0450258430
#> exo3      -0.02793196 0.02215469 -5.916634e-02 -0.0004777116
#> 
#> $MYS$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.02720376 0.04337241 -0.019993102   0.09164032
#> lag1_var2  0.51640102 0.25648276  0.201027048   0.89184026
#> lag1_var3 -0.16253981 0.48040414 -0.647399739   0.57591511
#> lag1_var4  0.16480871 0.47270723 -0.559725695   0.65123017
#> const      0.41766242 1.28746493 -1.029434194   2.01301522
#> exo1       0.05891194 0.31492346 -0.311061573   0.46489418
#> exo2       1.20042420 0.36068769  0.609056243   1.50464048
#> exo3       0.36290249 0.32871607  0.009219978   0.88095822
#> 
#> $MYS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4217087 0.1440642  0.23939001   0.62243537
#> lag1_var2 -0.3949480 0.9983401 -1.67996366   0.95126629
#> lag1_var3  0.3977196 1.6665565 -1.56041534   2.79069309
#> lag1_var4  0.4882779 1.6094205 -1.79616186   2.39275186
#> const     -3.6436348 2.5866579 -7.44619331  -0.46421428
#> exo1      -0.7605771 0.5562548 -1.58216844  -0.09432035
#> exo2      -1.1524032 0.6604172 -1.68427958  -0.09014944
#> exo3       0.3479320 0.3485052 -0.06061152   0.86251732
#> 
#> $MYS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4520065 0.1388942   0.3011553    0.6621549
#> lag1_var2 -0.4429849 0.9608517  -1.6055840    0.8516784
#> lag1_var3 -0.2844778 1.5846407  -2.0536435    2.0006574
#> lag1_var4  1.1831615 1.5331377  -1.0076401    2.8666904
#> const     -4.4017717 2.3720494  -7.3668738   -0.8431468
#> exo1      -0.7511044 0.5270808  -1.4828895   -0.0485424
#> exo2      -0.3796079 0.4804125  -0.7465714    0.4371226
#> exo3       0.6177823 0.3281073   0.1845609    1.0034822
#> 
#> 
#> 
#> $NAM
#> $NAM$Sigma
#> $NAM$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007545924 0.000176535 0.0005741315  0.001008585
#> 
#> $NAM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001020363 0.005443124 -0.008853361   0.00533042
#> Sigma[2,2]  1.391578186 0.302126495  0.971318791   1.79223067
#> 
#> $NAM$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00436107 0.004199972 -0.0008261894   0.01089086
#> Sigma[3,2] -0.73969276 0.174639089 -0.9760567073  -0.50293677
#> Sigma[3,3]  0.63816930 0.121383036  0.4579007688   0.79694642
#> 
#> $NAM$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.004659609 0.00270224  0.001423868  0.007740409
#> Sigma[4,2] 0.069978637 0.09945132 -0.058438128  0.206975845
#> Sigma[4,3] 0.267548460 0.06985500  0.170680848  0.359826624
#> Sigma[4,4] 0.384733717 0.08632892  0.308536385  0.534579667
#> 
#> 
#> $NAM$A
#> $NAM$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9868179104 0.01983842  0.96227695   1.01417759
#> lag1_var2  0.0002464401 0.01571545 -0.02305409   0.01847673
#> lag1_var3  0.0041725475 0.02911951 -0.04368049   0.03488719
#> lag1_var4 -0.0057392277 0.02233306 -0.02803590   0.03097812
#> const      0.4673983545 0.23499808  0.11733927   0.72668520
#> exo1      -0.0069467560 0.01998495 -0.03274425   0.02395116
#> exo2      -0.0953962249 0.02183413 -0.12128513  -0.06077025
#> exo3       0.0180414807 0.03114516 -0.02323695   0.05771002
#> 
#> $NAM$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.9014175  1.0127876  -2.2805638    0.2516970
#> lag1_var2  1.7471216  0.9207265   0.4763292    3.0522270
#> lag1_var3  1.9330957  1.6460076  -0.4049895    4.2217230
#> lag1_var4 -1.4704514  1.2757716  -3.3060035    0.2611117
#> const      1.5835382 17.2132353 -23.8522900   22.2403531
#> exo1       0.3111342  1.3570424  -1.2233492    2.3117424
#> exo2       0.3596354  0.7128107  -0.3383481    1.5992383
#> exo3      -0.2395302  1.7738210  -2.3546523    2.3492733
#> 
#> $NAM$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  2.1199414 0.7886907   1.09857126    3.1762693
#> lag1_var2 -1.0432561 0.5565704  -1.66263127   -0.1247096
#> lag1_var3 -0.7260601 0.9989051  -1.84579919    0.8413172
#> lag1_var4  1.0190127 0.7445781  -0.09681466    1.9257674
#> const     -6.5889521 8.2392795 -17.56175507    3.9138533
#> exo1      -0.2880365 1.0527263  -1.85080117    1.0617280
#> exo2      -1.4633381 0.4645386  -2.19808623   -0.9738812
#> exo3       0.2126703 1.2245286  -1.36575500    1.8083795
#> 
#> $NAM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.98137386 0.5172079   1.4246471    2.8084077
#> lag1_var2 -0.67958051 0.3813344  -1.2118507   -0.1668898
#> lag1_var3 -0.61636295 0.5483846  -1.4560730    0.0917952
#> lag1_var4  1.10111895 0.3785761   0.6137796    1.7041560
#> const     -8.70586410 4.4315946 -15.2490666   -3.3856654
#> exo1      -0.13318683 0.5630485  -0.8657061    0.5902768
#> exo2      -1.58664178 0.5686179  -2.3790460   -0.8016800
#> exo3       0.07013721 0.6008817  -0.8419059    0.7503028
#> 
#> 
#> 
#> $NCL
#> $NCL$Sigma
#> $NCL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003348787 6.632773e-05 0.0002355748 0.0004079086
#> 
#> $NCL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.000394837 0.001447399 -0.002435795  0.001603181
#> Sigma[2,2]  0.176742219 0.062666757  0.103386290  0.272134254
#> 
#> $NCL$Sigma$equation3
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002034348 0.0006950641  0.001215568  0.002797012
#> Sigma[3,2] -0.046609565 0.0336610618 -0.098161453 -0.004751224
#> Sigma[3,3]  0.099118566 0.0277635019  0.077959237  0.144020597
#> 
#> $NCL$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.001967011 0.001594198 -0.0002538639  0.004015593
#> Sigma[4,2] 0.074052198 0.045690141  0.0400231123  0.150972960
#> Sigma[4,3] 0.079256362 0.019568124  0.0639624547  0.113468897
#> Sigma[4,4] 0.143726393 0.044426227  0.1024564284  0.220464276
#> 
#> 
#> $NCL$A
#> $NCL$A$equation1
#>                   mean          sd 5% quantile  95% quantile
#> lag1_var1  0.966422010 0.009256353  0.95596506  0.9786967768
#> lag1_var2 -0.012481202 0.019750464 -0.04505540  0.0108387673
#> lag1_var3 -0.008387533 0.030978107 -0.05900228  0.0288770559
#> lag1_var4  0.012577630 0.027764045 -0.01990554  0.0585605452
#> const      0.625814957 0.073183643  0.53001204  0.7193839541
#> exo1      -0.017204896 0.014214232 -0.03843098 -0.0005596151
#> exo2      -0.021095920 0.018363018 -0.04167455  0.0080199227
#> exo3      -0.005406176 0.020303063 -0.03610725  0.0212951820
#> 
#> $NCL$A$equation2
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1199839983 0.4441147  -0.4030964    0.7763739
#> lag1_var2  0.4774402662 0.6381188  -0.4526859    1.2767133
#> lag1_var3 -0.7835236832 1.0359505  -2.2996500    0.4978620
#> lag1_var4  0.7648609262 0.8879264  -0.3524514    2.0632324
#> const     -1.4595848671 4.5274690  -6.6737443    4.7001526
#> exo1      -0.1143772688 0.3278388  -0.5950799    0.2471536
#> exo2       3.0961540623 0.5263405   2.4293874    3.7399062
#> exo3      -0.0008422803 0.3777575  -0.3358054    0.6491411
#> 
#> $NCL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03330101 0.4474530 -0.67057586   0.55926447
#> lag1_var2  0.29106542 0.6542505 -0.58052010   1.31200610
#> lag1_var3  1.21368475 1.0393964 -0.14373439   2.86840636
#> lag1_var4 -0.27282331 0.9073998 -1.71165360   0.92041542
#> const      0.55934139 3.1397126 -3.91186985   4.60344389
#> exo1       0.21735022 0.2358002 -0.05131427   0.57222480
#> exo2      -1.34330221 0.3506499 -1.81389502  -0.86856626
#> exo3      -0.17784211 0.1865648 -0.44977519   0.05877442
#> 
#> $NCL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08912585 0.4973676 -0.45775044    0.8277237
#> lag1_var2  0.18743718 0.7079658 -0.92602703    0.8708692
#> lag1_var3  0.02606736 1.1091729 -1.73342116    1.0877321
#> lag1_var4  0.92214307 0.9753649 -0.03564324    2.4657728
#> const     -1.61708412 3.0540444 -4.80261571    2.7684609
#> exo1       0.15364633 0.2265459 -0.09958853    0.5079724
#> exo2       0.52442504 0.3946983 -0.03095402    0.9936339
#> exo3      -0.23435863 0.2576937 -0.52717655    0.1722400
#> 
#> 
#> 
#> $NER
#> $NER$Sigma
#> $NER$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001107817 0.0004591403 0.0006557215  0.001764922
#> 
#> $NER$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001959171 0.002744901 -0.000625597  0.006591985
#> Sigma[2,2] 0.146798521 0.012927906  0.124935622  0.160190739
#> 
#> $NER$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.00662983 0.004662153 -0.01295251 -0.001130671
#> Sigma[3,2] -0.12299710 0.018057592 -0.15303661 -0.107695181
#> Sigma[3,3]  0.46782566 0.099893797  0.32693409  0.599098101
#> 
#> $NER$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.005127383 0.003504094 -0.009243955 -0.0001140535
#> Sigma[4,2] -0.007957042 0.020612891 -0.040453019  0.0122148072
#> Sigma[4,3]  0.375768337 0.093383146  0.243752910  0.4890968256
#> Sigma[4,4]  0.374035870 0.087986931  0.254134225  0.4861724522
#> 
#> 
#> $NER$A
#> $NER$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.997051379 0.01535732  0.97577667  1.018321333
#> lag1_var2 -0.006821575 0.07357107 -0.08027813  0.109747082
#> lag1_var3 -0.010137794 0.09415163 -0.10517703  0.142578102
#> lag1_var4  0.005512047 0.09409046 -0.14639344  0.101198162
#> const      0.463142511 0.36955922 -0.01805582  0.970620800
#> exo1       0.036868206 0.03011199  0.00107168  0.084283039
#> exo2      -0.021040807 0.02964244 -0.06666149  0.009658754
#> exo3      -0.059629847 0.03480765 -0.10584761 -0.017651414
#> 
#> $NER$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2350394 0.1963047  -0.4630295   0.07104418
#> lag1_var2  0.4749737 1.3935903  -1.1621673   2.59983621
#> lag1_var3 -0.1259900 1.7313933  -2.1649881   2.45218853
#> lag1_var4  0.2035050 1.7474623  -2.4251274   2.24784580
#> const     -0.1015483 5.2509112  -7.3029497   7.77136538
#> exo1      -0.3795474 0.4582635  -0.8605087   0.32522562
#> exo2       0.1459073 0.4143236  -0.2770111   0.79680875
#> exo3       0.4203476 0.3855052  -0.1469315   0.91520304
#> 
#> $NER$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08384959 0.2753891  -0.4228016    0.2957590
#> lag1_var2  1.30495200 2.5485145  -2.9911215    3.3779345
#> lag1_var3  2.28556675 3.1528166  -3.1143836    5.0129135
#> lag1_var4 -1.34426737 3.2017362  -4.1162132    4.1324213
#> const      5.89938675 9.6233686  -8.5927157   16.9641955
#> exo1       0.50387432 0.6249789  -0.2212234    1.4028257
#> exo2      -0.10732747 0.5020068  -0.7944534    0.6109529
#> exo3      -0.01764870 0.6908317  -0.7769455    1.0087800
#> 
#> $NER$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.255675664 0.2570322  -0.5371501    0.0780770
#> lag1_var2  1.271611177 1.8828199  -1.5921075    3.3452852
#> lag1_var3  1.666585007 2.3477310  -1.9444390    4.3010309
#> lag1_var4 -0.659638745 2.3857229  -3.3218595    3.0147522
#> const      5.157608524 8.8529466  -7.8408536   14.5752765
#> exo1       0.201031979 0.6281693  -0.7618498    1.0502953
#> exo2       0.002768491 0.4329256  -0.5987660    0.5449718
#> exo3       0.303936073 0.4908915  -0.3147523    0.9740284
#> 
#> 
#> 
#> $NGA
#> $NGA$Sigma
#> $NGA$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001229509 0.0002344586 0.000957577  0.001551818
#> 
#> $NGA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003151518 0.001363233 -0.004568355 -0.001017205
#> Sigma[2,2]  0.100275335 0.017515099  0.077513601  0.122030006
#> 
#> $NGA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002922563 0.001199369  0.001263122  0.004661897
#> Sigma[3,2] -0.082614037 0.016840413 -0.106416917 -0.062659066
#> Sigma[3,3]  0.077937481 0.017897633  0.058647668  0.106679543
#> 
#> $NGA$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001084626 0.0007291631  0.0003084253  0.002323497
#> Sigma[4,2] -0.024216961 0.0075254468 -0.0356771118 -0.015288791
#> Sigma[4,3]  0.030288833 0.0090396648  0.0224964716  0.045243430
#> Sigma[4,4]  0.016696874 0.0052652474  0.0123646781  0.025115185
#> 
#> 
#> $NGA$A
#> $NGA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.996718787 0.01555514  0.97414363   1.01515336
#> lag1_var2 -0.020611586 0.08497603 -0.13994352   0.09175220
#> lag1_var3  0.004454896 0.14238011 -0.19680312   0.19139036
#> lag1_var4 -0.012644352 0.14122449 -0.19765872   0.18892018
#> const      0.714153522 0.43911500 -0.04153574   1.18152941
#> exo1       0.012825342 0.03481517 -0.03839627   0.05510154
#> exo2      -0.042477127 0.04050574 -0.08733170   0.02425141
#> exo3       0.017943667 0.03641695 -0.02564412   0.06662363
#> 
#> $NGA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07996237 0.1180966  -0.1260321    0.1769638
#> lag1_var2  0.30144102 0.7231337  -0.7487004    1.1547016
#> lag1_var3 -0.66309632 1.1388062  -2.2700051    0.7883637
#> lag1_var4  0.69535889 1.1297788  -0.7234464    2.3091038
#> const     -2.87240061 2.7807484  -6.1583927    1.3897425
#> exo1       0.06326988 0.2337576  -0.2774841    0.3863081
#> exo2       1.12991777 0.3675829   0.7503124    1.7221308
#> exo3       0.30288570 0.4176718  -0.2981867    0.8386022
#> 
#> $NGA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.13596265 0.1208889  -0.2683351   0.06635305
#> lag1_var2  1.03114830 0.6471485   0.1879989   1.97039898
#> lag1_var3  2.40271464 0.9943044   1.0391193   3.78005495
#> lag1_var4 -1.45148412 0.9868615  -2.8199029  -0.09116557
#> const      5.71775132 2.8696510   1.0667068   8.60605016
#> exo1      -0.01831895 0.1242777  -0.2093067   0.12135414
#> exo2      -1.25921462 0.3837783  -1.8842178  -0.83595610
#> exo3      -0.01936791 0.3548570  -0.4503418   0.53637856
#> 
#> $NGA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09382836 0.05708057 -0.17066719  -0.01327869
#> lag1_var2  0.90198275 0.30927191  0.52351730   1.34944282
#> lag1_var3  1.48572118 0.48717668  0.89546383   2.20727545
#> lag1_var4 -0.50062808 0.48931795 -1.22303241   0.08962228
#> const      3.26969514 1.47123231  1.23781416   5.15318632
#> exo1       0.01819752 0.06362598 -0.06068790   0.10105696
#> exo2      -0.63058364 0.20412513 -0.92795416  -0.36856662
#> exo3       0.16318095 0.12596155  0.01375276   0.36725822
#> 
#> 
#> 
#> $NIC
#> $NIC$Sigma
#> $NIC$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0007289329 0.0001691795 0.000571647  0.001003429
#> 
#> $NIC$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0123868 0.004132072 -0.01939468 -0.008072124
#> Sigma[2,2]  0.4616477 0.119755683  0.33845174  0.664088422
#> 
#> $NIC$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009738174 0.003005765  0.006671806   0.01494259
#> Sigma[3,2] -0.321537348 0.086425310 -0.464112508  -0.22845176
#> Sigma[3,3]  0.258372039 0.063711183  0.184753673   0.35723262
#> 
#> $NIC$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002004392 0.0009783556  0.000884483  0.003589482
#> Sigma[4,2] -0.029593020 0.0275893058 -0.071700263  0.006481705
#> Sigma[4,3]  0.057639586 0.0197880906  0.036738006  0.091160903
#> Sigma[4,4]  0.041914166 0.0067072826  0.031342752  0.049797689
#> 
#> 
#> $NIC$A
#> $NIC$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.971595556 0.02815960  0.92737309   1.00182630
#> lag1_var2 -0.016727504 0.04735895 -0.06040665   0.05778932
#> lag1_var3 -0.035753384 0.07590591 -0.11009735   0.08146458
#> lag1_var4  0.037880301 0.06830365 -0.06859876   0.10559653
#> const      0.517696283 0.20550713  0.25251597   0.82507650
#> exo1       0.008526639 0.03068851 -0.03271807   0.05044375
#> exo2      -0.046873195 0.03696822 -0.10787304  -0.01412981
#> exo3       0.070540671 0.03584516  0.02260991   0.11922826
#> 
#> $NIC$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2723420 0.4545237  -0.2728963    0.8365482
#> lag1_var2  1.4828952 0.9789714   0.1403908    2.8298039
#> lag1_var3  1.3990789 1.6061300  -0.7473679    3.6614095
#> lag1_var4 -1.5062959 1.4873794  -3.6077777    0.4796639
#> const      2.7155880 4.7085862  -3.8798204    8.7545355
#> exo1       0.8023958 0.6611401  -0.1202392    1.7371646
#> exo2       0.8677411 0.7004792  -0.1094929    1.8199865
#> exo3       0.1099914 0.6758448  -0.7264580    1.0883596
#> 
#> $NIC$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3733724 0.5070557  -0.2399891  1.008755688
#> lag1_var2 -1.1540680 0.9371612  -2.4893508  0.008565528
#> lag1_var3 -1.3481525 1.5369270  -3.5338526  0.550627917
#> lag1_var4  2.2733218 1.4047348   0.5328309  4.264838009
#> const     -5.4506522 4.1064793 -10.9116711  0.325527233
#> exo1      -0.4393423 0.5830351  -1.3307851  0.304659921
#> exo2      -1.4204378 0.5320703  -2.1430650 -0.726787612
#> exo3      -0.3056776 0.4973541  -0.9771456  0.371651789
#> 
#> $NIC$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.57647470 0.2634991   0.2275639   0.93438223
#> lag1_var2 -0.70522759 0.4081156  -1.2401292  -0.17701163
#> lag1_var3 -1.24629177 0.6720690  -2.1295101  -0.34966300
#> lag1_var4  2.11473601 0.6172489   1.2708987   2.92916815
#> const     -5.17165276 1.8820412  -7.7662852  -2.53982870
#> exo1       0.06842459 0.2262117  -0.2800259   0.33950574
#> exo2      -0.91871931 0.1518727  -1.1394909  -0.72748950
#> exo3      -0.23636120 0.2518395  -0.6805628   0.00788578
#> 
#> 
#> 
#> $NLD
#> $NLD$Sigma
#> $NLD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003135666 9.327874e-05 0.0002231373 0.0004683088
#> 
#> $NLD$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006680541 0.001511493 -0.008677292 -0.004993824
#> Sigma[2,2]  0.551012741 0.091350600  0.459633379  0.695229403
#> 
#> $NLD$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.00583405 0.002060947  0.00358924  0.008572183
#> Sigma[3,2] -0.47959922 0.111499761 -0.64269547 -0.351395546
#> Sigma[3,3]  0.78326755 0.214578367  0.49845881  1.043220755
#> 
#> $NLD$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001676295 0.001504916  9.024438e-05  0.003975972
#> Sigma[4,2] -0.141306234 0.090528512 -2.556987e-01 -0.035932491
#> Sigma[4,3]  0.503560264 0.164530241  2.928065e-01  0.715922525
#> Sigma[4,4]  0.432522941 0.118984596  2.756335e-01  0.585112856
#> 
#> 
#> $NLD$A
#> $NLD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99826622 0.01876138  0.96869433   1.01937887
#> lag1_var2 -0.04771421 0.04884172 -0.10719621   0.02266818
#> lag1_var3 -0.07740167 0.07824011 -0.17646014   0.03478898
#> lag1_var4  0.07132469 0.07334706 -0.03439191   0.16404129
#> const      0.44465932 0.22088326  0.19884311   0.78306595
#> exo1       0.01701080 0.01400944 -0.00155572   0.03435135
#> exo2      -0.04588487 0.01742298 -0.06615874  -0.01872660
#> exo3       0.04174136 0.02328216  0.01099775   0.07383184
#> 
#> $NLD$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.0173424  0.8217415  -2.1917504   0.01975227
#> lag1_var2  2.8241116  1.8535275   0.7124185   5.37213952
#> lag1_var3  2.9962347  2.9003863  -0.2630165   7.04413764
#> lag1_var4 -2.6997809  2.6903402  -6.4850580   0.33046541
#> const      9.1078526 10.1005262  -3.9265836  22.67842536
#> exo1      -0.6061139  1.0880398  -2.1560831   0.47914606
#> exo2       0.2965768  0.7108751  -0.6256017   1.20642033
#> exo3       0.5350714  0.7572946  -0.6556307   1.54267384
#> 
#> $NLD$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   1.4514781  0.8740012   0.3064285   2.63994998
#> lag1_var2  -2.1308548  1.8771038  -4.7817635   0.49057123
#> lag1_var3  -2.1096211  3.0570917  -6.3553759   2.12154934
#> lag1_var4   2.6878391  2.8486518  -1.2219574   6.65340134
#> const     -11.5719926 11.9045170 -26.6923880   3.91467497
#> exo1        0.5594267  1.1193643  -0.8655681   2.11367778
#> exo2       -1.1266085  0.6873792  -1.9787101  -0.05704043
#> exo3       -0.3546223  0.6724354  -1.3807610   0.44161001
#> 
#> $NLD$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.81762650 0.5143105   0.08873199   1.45297895
#> lag1_var2 -0.72638562 1.3823208  -1.98584690   1.38714067
#> lag1_var3 -0.81230553 2.2613095  -2.87760891   2.63622759
#> lag1_var4  1.59329132 2.1069345  -1.63366708   3.55376618
#> const     -7.00731965 6.8425239 -16.20028409   1.88406181
#> exo1       0.17097720 0.6846587  -0.79415288   1.10670675
#> exo2      -0.96842298 0.6913802  -1.83792173   0.08129842
#> exo3      -0.00435569 0.5223513  -0.61887585   0.75406021
#> 
#> 
#> 
#> $NOR
#> $NOR$Sigma
#> $NOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001469771 2.782359e-05 0.0001236397 0.0001941952
#> 
#> $NOR$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001042249 0.0009385801 -0.002202809 4.191569e-05
#> Sigma[2,2]  0.234485336 0.0562683749  0.183608697 3.158592e-01
#> 
#> $NOR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003109962 0.001068138  0.001627497  0.004570415
#> Sigma[3,2] -0.210978455 0.043748028 -0.279543054 -0.160985817
#> Sigma[3,3]  0.489314533 0.080807315  0.377932695  0.594378421
#> 
#> $NOR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002535411 0.001049072  0.0009179711  0.003715977
#> Sigma[4,2] -0.061077518 0.042143270 -0.1037395951  0.009374825
#> Sigma[4,3]  0.367194894 0.083323157  0.2538444292  0.468967910
#> Sigma[4,4]  0.341565825 0.080463378  0.2217345759  0.424887594
#> 
#> 
#> $NOR$A
#> $NOR$A$equation1
#>                    mean          sd  5% quantile 95% quantile
#> lag1_var1  0.9779144720 0.008933123  0.965634503   0.98791901
#> lag1_var2  0.0006225168 0.033580234 -0.041901853   0.05007867
#> lag1_var3 -0.0108039994 0.053867741 -0.077463097   0.06747779
#> lag1_var4  0.0099207089 0.052079913 -0.064831848   0.07451868
#> const      0.6340099976 0.158036948  0.418365876   0.81467974
#> exo1      -0.0019684053 0.010120874 -0.014761271   0.01224407
#> exo2      -0.0256035970 0.010881562 -0.042224265  -0.01394534
#> exo3       0.0198071232 0.011696710  0.002290048   0.03091169
#> 
#> $NOR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.19625631 0.4202080 -0.69151088    0.4815114
#> lag1_var2  2.10341022 1.1433525  0.54386095    3.5706128
#> lag1_var3  2.30235432 2.0180471 -0.32627345    4.8464496
#> lag1_var4 -2.31707653 1.9792079 -4.78814201    0.2358193
#> const      7.72527728 8.8392728 -6.19592269   15.6663161
#> exo1      -0.40086285 0.4157776 -1.04670520    0.0894908
#> exo2       0.54282107 0.4807737 -0.08706185    1.2663717
#> exo3       0.01156241 0.5570347 -0.67764206    0.6946946
#> 
#> $NOR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.19516152 0.4843259  -0.8880696    0.3353824
#> lag1_var2  0.44718002 1.2528547  -0.9877798    2.4386542
#> lag1_var3  1.11699652 1.9246169  -1.0878600    4.2054386
#> lag1_var4 -0.09951814 1.8266138  -3.0291960    1.9898400
#> const      2.54407250 7.8698821  -6.1528298   14.2692983
#> exo1       1.22954427 0.6376109   0.3176322    1.9986069
#> exo2      -0.43633871 0.5566317  -1.2159631    0.1602808
#> exo3       1.72857341 0.6182104   1.1012471    2.6315727
#> 
#> $NOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.33909838 0.3749537  -0.8454874    0.1605465
#> lag1_var2  1.47258496 1.2179521  -0.2228004    2.7930850
#> lag1_var3  2.08157313 1.8772894  -0.5705067    4.0502294
#> lag1_var4 -1.05595379 1.7885851  -2.9210799    1.5232176
#> const      6.82875526 6.1733057  -0.1024006   16.3001289
#> exo1       0.99175244 0.6414112   0.2083129    1.9636192
#> exo2      -0.09323782 0.5285376  -0.8466847    0.4891777
#> exo3       1.82431896 0.4292947   1.2025453    2.2936695
#> 
#> 
#> 
#> $NPL
#> $NPL$Sigma
#> $NPL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003705653 7.260542e-05 0.0002745184  0.000457898
#> 
#> $NPL$Sigma$equation2
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[2,1] -0.0003453542 0.0004743977 -0.0009087129 0.0003516219
#> Sigma[2,2]  0.0228674578 0.0055050327  0.0168894201 0.0321859966
#> 
#> $NPL$Sigma$equation3
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[3,1]  0.0003057152 0.0004757234 -0.0003421939  0.0009029905
#> Sigma[3,2] -0.0132535341 0.0055417923 -0.0209815713 -0.0056003631
#> Sigma[3,3]  0.0185662407 0.0049583743  0.0121888718  0.0257565714
#> 
#> $NPL$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0001815333 0.0004113417 -0.0003742659 0.0006825754
#> Sigma[4,2] -0.0043961865 0.0042618116 -0.0100166865 0.0014969330
#> Sigma[4,3]  0.0145180270 0.0032971320  0.0100240819 0.0189962782
#> Sigma[4,4]  0.0141394214 0.0024048535  0.0103174807 0.0168335236
#> 
#> 
#> $NPL$A
#> $NPL$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9897224006 0.01215045  0.97608088   1.00843911
#> lag1_var2 -0.0023627108 0.03126573 -0.03957534   0.04386818
#> lag1_var3  0.0006106486 0.05709896 -0.06199459   0.08860254
#> lag1_var4 -0.0097388367 0.05691635 -0.09769753   0.04922206
#> const      0.6823650097 0.25989908  0.36545094   1.02445730
#> exo1       0.0104457631 0.02186013 -0.01285700   0.04457721
#> exo2      -0.0667393994 0.02014147 -0.09214161  -0.03811100
#> exo3       0.0175534321 0.03964629 -0.04562182   0.06672951
#> 
#> $NPL$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.16433929 0.08858137  0.06234216    0.2941012
#> lag1_var2  0.15817150 0.23213317 -0.19776233    0.3617549
#> lag1_var3 -0.47317371 0.42199405 -1.07509055   -0.0185247
#> lag1_var4  0.54403645 0.40247264  0.11163991    1.1442950
#> const      0.18977082 0.83484959 -1.14700722    1.1454080
#> exo1      -0.06301787 0.11110676 -0.19514343    0.1040296
#> exo2       2.28463479 0.12071160  2.12050049    2.4495829
#> exo3       0.59746293 0.16890114  0.32247376    0.7870552
#> 
#> $NPL$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.05579213 0.08616432  -0.1560150   0.06775693
#> lag1_var2  0.51363672 0.19795312   0.2954951   0.78988458
#> lag1_var3  1.43723368 0.36377469   0.9788154   1.95965849
#> lag1_var4 -0.50769720 0.35523020  -1.0269568  -0.08171700
#> const      0.56041369 1.30112504  -0.8863437   2.77637052
#> exo1      -0.05597003 0.17525521  -0.2886655   0.17827107
#> exo2      -1.27630142 0.16225906  -1.5368537  -1.09118899
#> exo3      -0.23306239 0.22842526  -0.4765364   0.14859732
#> 
#> $NPL$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.002289663 0.07902339  -0.1118718   0.08955432
#> lag1_var2  0.336711027 0.16275620   0.1639546   0.53304600
#> lag1_var3  0.630943309 0.31362098   0.2038910   1.03200308
#> lag1_var4  0.353808794 0.30713602  -0.0444192   0.77084345
#> const     -0.323687420 1.31615712  -1.7194235   1.90333479
#> exo1      -0.094677258 0.16412985  -0.3209534   0.13590630
#> exo2      -0.405907835 0.14936127  -0.6315349  -0.22540237
#> exo3       0.015358649 0.21221548  -0.1928649   0.35609059
#> 
#> 
#> 
#> $NZL
#> $NZL$Sigma
#> $NZL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002848512 6.724982e-05 0.0002162765 0.0003878614
#> 
#> $NZL$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008113545 0.001600635 -0.01062603 -0.006303524
#> Sigma[2,2]  0.448758034 0.084559716  0.35528138  0.573059426
#> 
#> $NZL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008247145 0.001570488  0.006202967   0.01067234
#> Sigma[3,2] -0.440657066 0.096643851 -0.574689297  -0.30550112
#> Sigma[3,3]  0.563981513 0.111586290  0.406710728   0.71183505
#> 
#> $NZL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003059378 0.000806983  0.002003191   0.00417465
#> Sigma[4,2] -0.151039838 0.053976207 -0.213677979  -0.06645769
#> Sigma[4,3]  0.287180294 0.076790822  0.198706017   0.40514810
#> Sigma[4,4]  0.198189989 0.068726051  0.138312521   0.31747303
#> 
#> 
#> $NZL$A
#> $NZL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98875763 0.01475938  0.96681799  1.007419902
#> lag1_var2 -0.02051481 0.01970076 -0.03882955  0.011210344
#> lag1_var3 -0.03233360 0.02872530 -0.06012011  0.011518988
#> lag1_var4  0.03005408 0.02617630 -0.00856821  0.057134864
#> const      0.46466628 0.18680872  0.23857288  0.723159461
#> exo1      -0.02682695 0.02331717 -0.06238504  0.001483159
#> exo2      -0.02538789 0.01066066 -0.04186303 -0.012875002
#> exo3       0.03186705 0.01658189  0.01047317  0.053834741
#> 
#> $NZL$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.54966104 0.5072485 -1.10429122   0.25298939
#> lag1_var2  1.39895264 0.5405601  0.65663618   2.17453635
#> lag1_var3  0.88385055 0.8149828 -0.08826256   2.15656107
#> lag1_var4 -0.79160989 0.7607887 -2.04455197  -0.00419559
#> const      8.85774723 6.3009132 -0.58844133  16.02764327
#> exo1       0.35708304 0.8164733 -0.56315838   1.58283304
#> exo2      -0.01330087 0.5590630 -0.81207368   0.72772532
#> exo3      -0.79185761 0.8052412 -1.61441071   0.51693969
#> 
#> $NZL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.68824574 0.6855812  -0.3779468    1.3597964
#> lag1_var2 -0.12757330 0.9093116  -1.1731664    1.2098122
#> lag1_var3  0.81520270 1.3905308  -0.8640104    2.7872181
#> lag1_var4  0.01904586 1.2782583  -1.7080614    1.6953503
#> const     -6.13856783 8.1762712 -13.5886613    7.1310219
#> exo1      -0.66606093 0.8957283  -2.0647345    0.4056379
#> exo2      -0.46569324 0.8353435  -1.8284627    0.4690940
#> exo3       1.04799217 0.9794328  -0.5026602    2.2398870
#> 
#> $NZL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3754125 0.4418924  -0.2686578   0.86264177
#> lag1_var2  0.3283366 0.6558499  -0.3700391   1.36094781
#> lag1_var3  0.7034412 1.0230461  -0.3635045   2.30890495
#> lag1_var4  0.1926929 0.9576978  -1.2645569   1.20381118
#> const     -1.5641282 5.0673668  -6.6356821   6.08713233
#> exo1      -0.4378207 0.3963882  -1.0405163   0.04210904
#> exo2      -0.4817430 0.5611394  -1.4117506   0.01335583
#> exo3       0.5198309 0.5413061  -0.2314893   1.26022225
#> 
#> 
#> 
#> $OMN
#> $OMN$Sigma
#> $OMN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000635802 0.0001629328 0.0004525544 0.0008311936
#> 
#> $OMN$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0009022845 0.0009082919 -0.002295253 9.916475e-05
#> Sigma[2,2]  0.0387590633 0.0087029740  0.027943684 5.106150e-02
#> 
#> $OMN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006041716 0.002967483  0.002459825   0.01062008
#> Sigma[3,2] -0.036233571 0.012978091 -0.055440778  -0.02063626
#> Sigma[3,3]  0.481046374 0.085142917  0.346171697   0.57753301
#> 
#> $OMN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005859754 0.002700832  0.002474957   0.01016485
#> Sigma[4,2] -0.010509612 0.013614205 -0.031090036   0.00603759
#> Sigma[4,3]  0.479110368 0.088214542  0.341288550   0.57860908
#> Sigma[4,4]  0.495536699 0.091180780  0.355138795   0.59706959
#> 
#> 
#> $OMN$A
#> $OMN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.975055170 0.01467892  0.95633534   0.99483997
#> lag1_var2 -0.016143872 0.04265154 -0.08422734   0.03772497
#> lag1_var3 -0.038836585 0.06874291 -0.14228190   0.05693390
#> lag1_var4  0.039431429 0.06570665 -0.05338178   0.13683471
#> const      0.589110154 0.19950207  0.33945794   0.86587545
#> exo1       0.038563604 0.02281571  0.01096802   0.07383443
#> exo2      -0.063009750 0.02758430 -0.10786728  -0.03270229
#> exo3       0.005775456 0.02189327 -0.02332091   0.03335373
#> 
#> $OMN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04636522 0.1137562 -0.21704114  0.079764757
#> lag1_var2  1.12752604 0.2320277  0.83751946  1.464393975
#> lag1_var3  0.41015705 0.3829927 -0.04868372  1.014880035
#> lag1_var4 -0.43241595 0.3684829 -1.01809741  0.006860851
#> const      2.85104329 2.2192729 -0.01548804  5.396470412
#> exo1      -0.12181387 0.2253410 -0.38230582  0.208450602
#> exo2       1.03455328 0.2405884  0.74699804  1.369580072
#> exo3      -0.75355415 0.2094381 -1.00590292 -0.480292544
#> 
#> $OMN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.4000020 0.5041399   0.7364146    2.1378243
#> lag1_var2  -4.1930544 1.1861995  -5.6527276   -2.4228850
#> lag1_var3  -5.8926226 1.6996599  -8.1403836   -3.4492563
#> lag1_var4   6.6468080 1.5992198   4.3485245    8.7520179
#> const     -18.9229617 6.8536261 -28.3540717   -9.3749001
#> exo1        0.2247383 0.6411115  -0.8104503    0.9660956
#> exo2       -4.1461988 0.3516893  -4.5443091   -3.5679465
#> exo3       -0.2322305 0.6998357  -1.1404989    0.7455981
#> 
#> $OMN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.4235963 0.5059955   0.7479789    2.1617626
#> lag1_var2  -4.0126796 1.2871222  -5.5653600   -2.0271991
#> lag1_var3  -6.5020634 1.8512472  -8.7630626   -3.7091467
#> lag1_var4   7.2465004 1.7441581   4.6137187    9.3655179
#> const     -18.7635990 6.2936037 -27.9027290  -10.0989237
#> exo1        0.1659139 0.5517239  -0.6937645    0.8957337
#> exo2       -3.5398315 0.4542402  -4.0583135   -2.8136743
#> exo3       -0.7398950 0.6453341  -1.6153506    0.1625647
#> 
#> 
#> 
#> $PAK
#> $PAK$Sigma
#> $PAK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003775137 9.676282e-05 0.0002522832 0.0005120189
#> 
#> $PAK$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0009762761 0.001233506 -0.002534079 0.0006049244
#> Sigma[2,2]  0.4799114716 0.087309430  0.396410056 0.6187520618
#> 
#> $PAK$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.002011396 0.001187207 -0.003694266 -0.0005019068
#> Sigma[3,2] -0.185831991 0.075151451 -0.316709399 -0.1179030897
#> Sigma[3,3]  0.233897380 0.081636245  0.140642189  0.3531119403
#> 
#> $PAK$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002615445 0.001429427 -0.004185326 -0.0002581559
#> Sigma[4,2]  0.059589434 0.061592418 -0.018034101  0.1473812835
#> Sigma[4,3]  0.142646709 0.063918385  0.065434182  0.2412285261
#> Sigma[4,4]  0.177131911 0.066678635  0.095445688  0.2743916958
#> 
#> 
#> $PAK$A
#> $PAK$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.97696068 0.01286253  0.9623109693   0.99557963
#> lag1_var2 -0.01559962 0.03347583 -0.0456363082   0.04287808
#> lag1_var3 -0.03312166 0.06280752 -0.0891650690   0.07670243
#> lag1_var4  0.03722881 0.06224747 -0.0731545927   0.08918281
#> const      0.43061615 0.16780291  0.2506963701   0.66798836
#> exo1      -0.01629685 0.01810566 -0.0328105830   0.01564042
#> exo2      -0.04697544 0.01761251 -0.0752245141  -0.02676832
#> exo3       0.01924495 0.01255771  0.0008077576   0.03351855
#> 
#> $PAK$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.88668069 0.4671586   0.3578350    1.6009618
#> lag1_var2  0.28140721 1.2844676  -1.5070546    2.0267681
#> lag1_var3 -1.18228716 2.3809034  -4.5741956    2.0337855
#> lag1_var4  0.90389246 2.4430204  -2.3058473    4.4028902
#> const     -8.74191279 6.4879518 -15.8397423    0.8562807
#> exo1      -0.59949339 0.7226431  -1.6035511    0.4381611
#> exo2       1.42145163 0.6627640   0.8826117    2.6037035
#> exo3      -0.03229615 0.5932370  -0.9541248    0.6807808
#> 
#> $PAK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1935128 0.4312370 -0.51336930    0.6395238
#> lag1_var2  0.3920034 0.8683688 -0.94918102    1.4821240
#> lag1_var3  1.5314915 1.5403733 -0.85110446    3.4157879
#> lag1_var4 -0.7281882 1.6259859 -2.72411679    1.6817628
#> const      4.6963014 6.1615818 -4.06487600   12.8711061
#> exo1       0.1187783 0.5142754 -0.45328921    0.9767794
#> exo2      -0.6647492 0.4911854 -1.43234266   -0.2158186
#> exo3       0.6161960 0.4376273  0.05126721    1.2746542
#> 
#> $PAK$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.66555534 0.3061820   0.1613239    1.0158613
#> lag1_var2  0.25067635 0.6005245  -0.6457876    1.1045773
#> lag1_var3  0.36701237 1.0465611  -1.1707769    1.8250449
#> lag1_var4  0.29863846 1.0776365  -1.2734806    1.8432876
#> const     -0.49719197 5.6381819  -9.0070522    5.3794181
#> exo1      -0.18767475 0.3628193  -0.6521650    0.3868333
#> exo2       0.07552785 0.3503982  -0.4524161    0.5184141
#> exo3       0.65019630 0.5192498   0.1280302    1.4481664
#> 
#> 
#> 
#> $PAN
#> $PAN$Sigma
#> $PAN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000808452 0.0002797301 0.0005736543    0.0012713
#> 
#> $PAN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00889821 0.00215955 -0.01254506 -0.006520769
#> Sigma[2,2]  0.30411469 0.04475318  0.26052997  0.373059693
#> 
#> $PAN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001021018 0.002254441 -0.002168159  0.003739562
#> Sigma[3,2] -0.179803056 0.030689026 -0.220918093 -0.133614100
#> Sigma[3,3]  0.469785004 0.064913601  0.378657894  0.541309987
#> 
#> $PAN$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.004762542 0.003185478 -0.009627817 -0.0009376345
#> Sigma[4,2]  0.010367255 0.039391320 -0.034992505  0.0675961051
#> Sigma[4,3]  0.379236669 0.068804224  0.279490963  0.4586603746
#> Sigma[4,4]  0.409071015 0.070220690  0.320974773  0.5076846919
#> 
#> 
#> $PAN$A
#> $PAN$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  1.02531341 0.01601250  1.006253e+00   1.04831940
#> lag1_var2 -0.05977751 0.02525879 -8.860800e-02  -0.02567969
#> lag1_var3 -0.10489956 0.04155535 -1.544106e-01  -0.04721860
#> lag1_var4  0.09217744 0.04063256  3.717970e-02   0.14410185
#> const      0.20278992 0.19611455 -2.298002e-02   0.49191373
#> exo1       0.03409827 0.02815815 -1.204598e-02   0.05827260
#> exo2      -0.24283530 0.02914489 -2.785894e-01  -0.20125525
#> exo3       0.03185435 0.03100619 -2.167654e-05   0.08529549
#> 
#> $PAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7753371 0.2397054  -1.0931356   -0.4294338
#> lag1_var2  1.6173244 0.3401349   1.1290281    2.0905050
#> lag1_var3  1.5424122 0.5130559   0.8088129    2.2120094
#> lag1_var4 -1.2937835 0.5098027  -1.9318182   -0.5413879
#> const      5.1460895 2.0286080   2.0117107    7.3360648
#> exo1       0.1279251 0.4965679  -0.5012222    0.9160583
#> exo2       7.6394061 0.5513702   6.8610292    8.4276504
#> exo3      -0.1051517 0.9388661  -1.3427556    1.2469656
#> 
#> $PAN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.17597388 0.3056607   0.7326302    1.4958739
#> lag1_var2  0.02593488 0.6920236  -0.9797122    0.8293509
#> lag1_var3  0.89481690 1.1775431  -0.8353859    2.2757072
#> lag1_var4 -0.34774915 1.1371265  -1.7034393    1.2837379
#> const     -0.34363546 3.0672488  -4.0608759    4.0010918
#> exo1       0.49530255 1.0653588  -0.9869094    1.9324611
#> exo2      -8.19410487 0.5362677  -9.0728596   -7.7123895
#> exo3       0.93584122 0.8637323  -0.4322664    1.8896303
#> 
#> $PAN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7325323 0.3267251   0.2275232     1.119023
#> lag1_var2  0.6575187 0.7572257  -0.5175434     1.415270
#> lag1_var3  1.2572390 1.2909139  -0.7581534     2.582666
#> lag1_var4 -0.5530105 1.2282214  -1.8437168     1.360534
#> const      1.8027540 2.5332869  -1.0257811     5.814826
#> exo1       0.6100805 1.0136654  -0.5216388     2.108063
#> exo2      -3.7399599 0.5413343  -4.6562626    -3.177921
#> exo3       0.9490992 0.6028585   0.1259738     1.796431
#> 
#> 
#> 
#> $PER
#> $PER$Sigma
#> $PER$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007478058 0.0001876142 0.0005325583  0.001034932
#> 
#> $PER$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005233377 0.002030869 -0.008390312 -0.002633574
#> Sigma[2,2]  0.154565381 0.039763986  0.102649220  0.204350200
#> 
#> $PER$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01142636 0.004975033  0.004216067   0.01810913
#> Sigma[3,2] -0.18518438 0.085910320 -0.299568570  -0.07701793
#> Sigma[3,3]  1.16081382 0.315540123  0.794941712   1.64151992
#> 
#> $PER$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008126133 0.004150549  0.001874756   0.01344708
#> Sigma[4,2] -0.077146966 0.082937218 -0.196157919   0.03660476
#> Sigma[4,3]  1.076404892 0.286981390  0.775139497   1.54566209
#> Sigma[4,4]  1.069947924 0.261186179  0.809236297   1.51172065
#> 
#> 
#> $PER$A
#> $PER$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96518572 0.01756911  0.93871681   0.98588898
#> lag1_var2  0.02108522 0.05246851 -0.03350352   0.10931613
#> lag1_var3  0.03077621 0.07826238 -0.04636018   0.16899652
#> lag1_var4 -0.02736735 0.07445866 -0.15897252   0.04646785
#> const      0.68932219 0.21037194  0.37111719   0.95738315
#> exo1       0.02526227 0.02535945 -0.01214550   0.05964090
#> exo2      -0.13970027 0.01989764 -0.16239122  -0.10985277
#> exo3       0.09269066 0.02341801  0.06156453   0.12297389
#> 
#> $PER$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01838839 0.3224970  -0.2928265   0.49442186
#> lag1_var2  0.90118931 0.7746207  -0.4184869   1.51504985
#> lag1_var3  0.64226603 1.0484975  -1.1813404   1.47539625
#> lag1_var4 -0.66135178 0.9880480  -1.4544501   1.06175479
#> const      4.16140238 4.8339083  -3.2479208   9.75634562
#> exo1       0.19226472 0.4449218  -0.3663509   0.77843440
#> exo2       3.54900426 0.1885415   3.2665735   3.71873110
#> exo3      -0.61422735 0.4011747  -1.1657962  -0.05849553
#> 
#> $PER$A$equation3
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1   0.44418449  0.7846990  -0.3317610    1.5671858
#> lag1_var2  -1.43529004  2.4062653  -4.9795054    1.2310005
#> lag1_var3  -2.51815108  3.6153197  -8.2409415    1.3859940
#> lag1_var4   3.35091159  3.4617479  -0.4094096    8.8433111
#> const      -3.21475474 12.2489664 -19.8927919    8.9166093
#> exo1       -0.52792704  0.5727066  -1.1641045    0.4085852
#> exo2      -10.06621440  1.0210380 -11.4415664   -8.7088085
#> exo3        0.01705781  1.3545722  -1.9925624    1.6949448
#> 
#> $PER$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.4494705  0.7726342  -0.3864690    1.4962863
#> lag1_var2 -1.3096859  2.3069710  -4.5376625    1.7019937
#> lag1_var3 -2.8376619  3.5197432  -8.1881829    1.5484829
#> lag1_var4  3.6639160  3.3777692  -0.5500187    8.8145814
#> const     -1.3597819 12.5588740 -17.5340743   12.9554048
#> exo1      -0.3945353  0.6751935  -1.2826902    0.5435594
#> exo2      -7.8921873  1.0593820  -9.2848815   -6.4888608
#> exo3      -0.4084566  1.1648708  -2.0627886    1.0128624
#> 
#> 
#> 
#> $PHL
#> $PHL$Sigma
#> $PHL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003710516 0.0001106111 0.0002743056 0.0005673315
#> 
#> $PHL$Sigma$equation2
#>                    mean           sd 5% quantile  95% quantile
#> Sigma[2,1] -0.001850109 0.0008132833 -0.00278606 -0.0007764378
#> Sigma[2,2]  0.046662756 0.0199859392  0.02827277  0.0822864178
#> 
#> $PHL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.000949533 0.001436347 -0.002477376  0.001405193
#> Sigma[3,2]  0.002240255 0.024385343 -0.025263241  0.040643057
#> Sigma[3,3]  0.297108454 0.052078421  0.229134859  0.365528341
#> 
#> $PHL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002136309 0.001517305 -0.003984002 0.0001947259
#> Sigma[4,2]  0.031239549 0.034451603 -0.002076253 0.0918556005
#> Sigma[4,3]  0.307484454 0.055318943  0.242206609 0.3878633580
#> Sigma[4,4]  0.336201536 0.068036155  0.263018660 0.4390048153
#> 
#> 
#> $PHL$A
#> $PHL$A$equation1
#>                   mean          sd   5% quantile 95% quantile
#> lag1_var1  1.014954488 0.008982433  9.994287e-01  1.022777392
#> lag1_var2 -0.083569749 0.050667222 -1.460225e-01 -0.009771241
#> lag1_var3 -0.136073287 0.086868284 -2.443212e-01 -0.005781388
#> lag1_var4  0.129005413 0.085795034 -7.493093e-06  0.236472245
#> const      0.093075094 0.202789537 -1.267220e-01  0.449366390
#> exo1      -0.001509893 0.015794657 -1.706274e-02  0.024748197
#> exo2      -0.153629882 0.020730965 -1.791692e-01 -0.122254738
#> exo3      -0.009029523 0.031713082 -6.523003e-02  0.019963044
#> 
#> $PHL$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2862635 0.07388164 -0.36410444   -0.1830966
#> lag1_var2  0.9157223 0.52509793  0.52099382    1.8218854
#> lag1_var3  0.3373505 0.86207034 -0.34483188    1.8190685
#> lag1_var4 -0.2444391 0.85295591 -1.71593191    0.4072550
#> const      2.6823881 2.04165111 -0.24871642    5.3327394
#> exo1       0.3145571 0.13901407  0.15560679    0.5143928
#> exo2       0.2869750 0.15571105  0.04130384    0.4501370
#> exo3       1.0989231 0.30671588  0.75493039    1.5457650
#> 
#> $PHL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6030236 0.2438729   0.2743704    0.9480282
#> lag1_var2  2.3623389 1.0348077   0.8346090    3.5453359
#> lag1_var3  3.2456472 1.7858824   0.6890299    5.2019151
#> lag1_var4 -2.6921383 1.7369964  -4.6393841   -0.2146557
#> const      8.2518633 4.9974303   2.2549336   15.7262785
#> exo1      -0.3687272 0.4718457  -0.9776253    0.2595203
#> exo2      -4.5975356 0.6321223  -5.5160738   -3.7731909
#> exo3      -1.4443734 0.6826211  -2.3514193   -0.4454412
#> 
#> $PHL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4448916 0.2394641   0.1214071   0.80359486
#> lag1_var2  2.6578197 0.9217397   1.3921698   3.88426357
#> lag1_var3  2.9744584 1.5732536   0.9206324   4.95752805
#> lag1_var4 -2.3641468 1.5347097  -4.2812627  -0.32583250
#> const      9.3597631 5.0027867   4.2384871  17.43417823
#> exo1      -0.1845610 0.5407577  -0.8818702   0.57205290
#> exo2      -4.5426108 0.6340658  -5.4936008  -3.79116711
#> exo3      -0.8347360 0.7339576  -1.8849103   0.08038027
#> 
#> 
#> 
#> $PNG
#> $PNG$Sigma
#> $PNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001837465 0.0003440516 0.001400501   0.00232072
#> 
#> $PNG$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002737402 0.0008717611 -0.004021438 -0.001556652
#> Sigma[2,2]  0.017392188 0.0028474495  0.014445233  0.021415236
#> 
#> $PNG$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.004854564 0.005828672 -0.01047799  0.004471675
#> Sigma[3,2]  0.073437370 0.011518617  0.06093889  0.091318295
#> Sigma[3,3]  0.913816408 0.215204872  0.63451609  1.165306880
#> 
#> $PNG$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.006747868 0.006466965 -0.01313772  0.003653679
#> Sigma[4,2]  0.085412444 0.012502719  0.07097198  0.104908140
#> Sigma[4,3]  0.980865293 0.222062141  0.69329071  1.244743899
#> Sigma[4,4]  1.056877209 0.228537677  0.76262482  1.333391528
#> 
#> 
#> $PNG$A
#> $PNG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93416564 0.02846828  0.89265532  0.969786641
#> lag1_var2  0.14378975 0.07975373  0.04941687  0.272820383
#> lag1_var3  0.24421319 0.13925512  0.08321347  0.450891699
#> lag1_var4 -0.24007899 0.13620759 -0.44198560 -0.082110483
#> const      1.34099389 0.55748389  0.67432318  2.139341383
#> exo1      -0.03776752 0.02018155 -0.06159997 -0.010057869
#> exo2      -0.04135413 0.04721086 -0.09263562  0.028093980
#> exo3      -0.03310437 0.02471737 -0.06536767  0.001603475
#> 
#> $PNG$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.21831955 0.05979764  0.141896099    0.3069754
#> lag1_var2 -0.04877545 0.25429812 -0.438857417    0.2613203
#> lag1_var3 -1.14271143 0.45101391 -1.831095417   -0.6761109
#> lag1_var4  1.12004030 0.44097315  0.660860669    1.7928942
#> const     -2.83878238 1.32126119 -4.711932335   -1.0297468
#> exo1      -0.07792240 0.11589134 -0.249368826    0.0693069
#> exo2       0.13663525 0.11332154 -0.007455533    0.3118635
#> exo3       0.19732583 0.16807922 -0.034772065    0.3763406
#> 
#> $PNG$A$equation3
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1   0.6795549  0.7692453  -0.003233724    1.8900773
#> lag1_var2  -0.5434866  1.5175702  -2.812054875    1.2861127
#> lag1_var3  -1.9781250  3.1152005  -6.353142211    1.5231527
#> lag1_var4   2.8861474  3.0377817  -0.507210948    7.1592199
#> const     -14.3635177 16.2696234 -39.887340677    2.3970623
#> exo1       -1.2328412  0.8661518  -2.265910427    0.1531849
#> exo2       -0.6881206  0.7350137  -1.843300274    0.2095999
#> exo3        0.4419585  1.1607612  -0.877279428    2.3227194
#> 
#> $PNG$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.8416025  0.8105845   0.1309677    2.0969975
#> lag1_var2  -0.9525997  1.5861567  -3.2847570    0.9950286
#> lag1_var3  -3.3389706  3.3278965  -8.0098755    0.3620465
#> lag1_var4   4.2419030  3.2462649   0.6547300    8.8044438
#> const     -17.3863289 17.2511384 -44.4736161   -0.1743342
#> exo1       -1.3053196  0.8982751  -2.3571776    0.1664119
#> exo2       -0.6429774  0.7613163  -1.8362464    0.2909618
#> exo3        0.5520897  1.2726103  -0.9277087    2.5906378
#> 
#> 
#> 
#> $POL
#> $POL$Sigma
#> $POL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002761443 6.453741e-05 0.0001942264 0.0003701581
#> 
#> $POL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01547662 0.003382833 -0.02009442  -0.01091355
#> Sigma[2,2]  2.85061988 0.474839402  2.33915414   3.63666173
#> 
#> $POL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007220395 0.001691239  0.004998886  0.009391458
#> Sigma[3,2] -1.355455941 0.209466017 -1.699285777 -1.112475350
#> Sigma[3,3]  0.745819019 0.095913480  0.612578444  0.872818707
#> 
#> $POL$Sigma$equation4
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001744022 0.0007907512 -0.002629129 -0.0004276776
#> Sigma[4,2]  0.269366437 0.1000394600  0.127606111  0.3812962679
#> Sigma[4,3] -0.012132378 0.0652934632 -0.089395974  0.0830501980
#> Sigma[4,4]  0.159564383 0.0185400863  0.136275361  0.1878238510
#> 
#> 
#> $POL$A
#> $POL$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.970959775 0.02004182  0.943086992   0.99895059
#> lag1_var2  0.016105927 0.03741472 -0.034676293   0.07089463
#> lag1_var3  0.030630309 0.06818374 -0.061802644   0.13045663
#> lag1_var4 -0.028574894 0.06119290 -0.117214102   0.05575292
#> const      0.709966170 0.18804248  0.408109016   0.90527190
#> exo1      -0.005797546 0.01513685 -0.026081502   0.01698772
#> exo2      -0.058971446 0.02059101 -0.082942622  -0.02815934
#> exo3       0.029399771 0.01793545  0.007134912   0.05188591
#> 
#> $POL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1484685  2.117863   -3.063691     2.742619
#> lag1_var2  0.3007035  3.505993   -4.533228     4.940769
#> lag1_var3 -1.2324005  6.438183  -10.056863     7.423969
#> lag1_var4  1.2437584  5.782726   -6.469064     9.146427
#> const      2.9264839 22.717089  -24.749107    32.530306
#> exo1      -1.3010647  1.858789   -3.761616     1.183094
#> exo2       1.1606641  1.938209   -1.578033     3.228355
#> exo3       0.4922947  1.724278   -2.019027     2.596557
#> 
#> $POL$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.40796234  1.1558926  -1.1451777    1.9297818
#> lag1_var2  0.06403332  1.8682395  -2.3468320    2.7056219
#> lag1_var3  1.16059861  3.4235019  -3.3243179    5.9512800
#> lag1_var4 -0.30268522  3.0739811  -4.6035293    3.7176440
#> const     -2.35985489 12.3354758 -18.8237606   12.3564461
#> exo1       0.89997786  0.9777173  -0.5968141    1.9134964
#> exo2      -1.00430538  0.9906138  -2.0525670    0.5583581
#> exo3       0.58413781  0.8903092  -0.4855321    1.7439018
#> 
#> $POL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3071009 0.2285456  0.02882082   0.65234056
#> lag1_var2 -0.1614447 0.4030126 -0.76406221   0.33789870
#> lag1_var3 -0.2241448 0.7317354 -1.31946195   0.68879577
#> lag1_var4  1.1141980 0.6505965  0.32071500   2.08355432
#> const     -1.6552029 2.4124596 -4.84676472   1.98364129
#> exo1       0.2400026 0.3123853 -0.21284919   0.60668613
#> exo2      -0.3954978 0.3459249 -0.96433446  -0.03363993
#> exo3       0.8839616 0.3274339  0.43213185   1.30153551
#> 
#> 
#> 
#> $PRI
#> $PRI$Sigma
#> $PRI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005162049 0.0001157641 0.0003856406 0.0006980378
#> 
#> $PRI$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.005623325 0.003396028 -0.009690615 -0.0007301761
#> Sigma[2,2]  1.228046403 0.220289090  1.005646196  1.5911774533
#> 
#> $PRI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007120327 0.004379575  0.001537942   0.01363495
#> Sigma[3,2] -0.623466916 0.203063388 -0.931527820  -0.37306852
#> Sigma[3,3]  0.698112933 0.193989479  0.450849115   0.98026100
#> 
#> $PRI$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.005283125 0.004601927 -0.00108796   0.01140466
#> Sigma[4,2] -0.094463119 0.179689698 -0.31822994   0.14848453
#> Sigma[4,3]  0.497723750 0.149465146  0.32046427   0.72723997
#> Sigma[4,4]  0.538278458 0.118885457  0.40673113   0.72448663
#> 
#> 
#> $PRI$A
#> $PRI$A$equation1
#>                   mean         sd 5% quantile  95% quantile
#> lag1_var1  0.973650220 0.01993650  0.94147296  9.996269e-01
#> lag1_var2 -0.020120196 0.03010394 -0.05675099  2.720271e-02
#> lag1_var3 -0.049058620 0.07092062 -0.13393162  6.300604e-02
#> lag1_var4  0.048124904 0.06231646 -0.05103339  1.230783e-01
#> const      0.700672320 0.26007794  0.36012561  1.084336e+00
#> exo1      -0.021042947 0.01847136 -0.04824627 -4.296235e-05
#> exo2      -0.042860777 0.01316147 -0.05806903 -2.113723e-02
#> exo3       0.001340172 0.02384784 -0.03432745  3.219351e-02
#> 
#> $PRI$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.9658669  0.8903341  -1.9167329    0.3201799
#> lag1_var2  2.3450902  0.6605802   1.3160398    3.1531486
#> lag1_var3  3.2794324  1.5516593   0.9069587    5.2188485
#> lag1_var4 -2.8063000  1.3251326  -4.5076940   -0.7814203
#> const      4.4973484 13.2764730 -16.4763936   20.2114180
#> exo1       0.4190692  0.9209064  -0.9064823    1.4375084
#> exo2       0.9654769  1.0089774  -0.6567218    1.8862913
#> exo3      -0.3302264  0.5501844  -1.1173720    0.3363237
#> 
#> $PRI$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.4842971  0.9550330  -0.9027666    1.5350429
#> lag1_var2 -1.0907319  1.0820367  -2.5255385    0.3011683
#> lag1_var3 -1.5135757  2.5213639  -4.7475708    1.7036014
#> lag1_var4  2.1687353  2.1908108  -0.6844657    4.9913135
#> const      2.8014828 11.7798596 -11.1346421   20.4276500
#> exo1      -1.1700005  0.6093148  -1.9980917   -0.3378004
#> exo2      -0.7765682  0.8144633  -1.7392677    0.5396124
#> exo3      -0.1266955  0.7273614  -1.2525814    0.5328801
#> 
#> $PRI$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02163156  0.8289724  -1.1207572    0.9740361
#> lag1_var2 -0.41424508  1.0463372  -1.9216553    0.8051293
#> lag1_var3 -0.86107243  2.4288521  -4.2681687    1.9656234
#> lag1_var4  1.74559994  2.1311653  -0.7403315    4.7472236
#> const      4.89000829 10.5094081  -5.9513333   21.6448495
#> exo1      -1.11486920  0.5306714  -1.9780094   -0.5720257
#> exo2      -0.39599904  0.5901083  -1.1581283    0.3607824
#> exo3      -0.28081007  0.9093618  -1.4758649    0.6065401
#> 
#> 
#> 
#> $PRK
#> $PRK$Sigma
#> $PRK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006309353 0.0001169754 0.0004367394 0.0007565596
#> 
#> $PRK$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0004919285 0.000256510 0.0001015268 0.0008354582
#> Sigma[2,2] 0.0045639733 0.001062054 0.0032077212 0.0060258061
#> 
#> $PRK$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.003368153 0.000808085 -0.004179322 -0.0019910891
#> Sigma[3,2] -0.005810125 0.003903719 -0.010016711  0.0004242195
#> Sigma[3,3]  0.055905496 0.014343059  0.036696487  0.0757969913
#> 
#> $PRK$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003077136 0.0007033676 -0.003866357 -0.001922282
#> Sigma[4,2] -0.002682076 0.0036161496 -0.006522778  0.002990392
#> Sigma[4,3]  0.053172624 0.0142394176  0.034477414  0.073005187
#> Sigma[4,4]  0.052648533 0.0145125823  0.034172294  0.074173824
#> 
#> 
#> $PRK$A
#> $PRK$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.96681022 0.02343678  0.9415797978   1.00286424
#> lag1_var2 -0.05168325 0.08033267 -0.1742854797   0.01442360
#> lag1_var3 -0.15468431 0.12093647 -0.3397306218  -0.05876708
#> lag1_var4  0.15845172 0.12026113  0.0667492407   0.33897246
#> const      0.31464851 0.28880039 -0.1045965367   0.60313508
#> exo1       0.02585877 0.02361146  0.0002812133   0.06178229
#> exo2      -0.05670967 0.02945431 -0.0974933845  -0.02045671
#> exo3       0.00975910 0.01688797 -0.0147590355   0.03398810
#> 
#> $PRK$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.15939988 0.05070888 -0.22659728  -0.08620912
#> lag1_var2  0.52802198 0.24651078  0.17409283   0.80927416
#> lag1_var3 -0.21733822 0.34769374 -0.70000454   0.17985628
#> lag1_var4  0.27810528 0.34186380 -0.12155574   0.74519735
#> const      0.15054568 0.77938479 -0.61497833   1.42381486
#> exo1      -0.04773879 0.05958733 -0.13226884   0.03205273
#> exo2       0.13288860 0.05876078  0.05899775   0.20020588
#> exo3       0.21605737 0.08723154  0.09663537   0.33864824
#> 
#> $PRK$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.40083757 0.1453232   0.2666989    0.6191497
#> lag1_var2  0.85685573 0.4602511   0.2408159    1.4881793
#> lag1_var3  2.02065260 0.7617124   1.0417650    3.1368003
#> lag1_var4 -1.17900179 0.7326610  -2.2702425   -0.2510260
#> const      2.13385258 2.2184420  -0.6253418    5.5864795
#> exo1      -0.09360213 0.2004930  -0.3558945    0.1868734
#> exo2      -1.49357487 0.2440824  -1.7887363   -1.1455027
#> exo3      -0.10771331 0.1689420  -0.3100357    0.1347161
#> 
#> $PRK$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.28657829 0.1731281   0.1255790    0.5400680
#> lag1_var2  0.86733644 0.4548737   0.3336489    1.5651705
#> lag1_var3  1.35464334 0.7766716   0.5206948    2.5630413
#> lag1_var4 -0.45777794 0.7422105  -1.6409806    0.2926707
#> const      1.42186354 2.4253657  -1.7378708    4.7630576
#> exo1      -0.13181012 0.2005556  -0.3756870    0.1648897
#> exo2      -1.43806878 0.2323050  -1.7344101   -1.1103745
#> exo3       0.05492119 0.1944700  -0.1206990    0.3687579
#> 
#> 
#> 
#> $PRT
#> $PRT$Sigma
#> $PRT$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000374543 9.692813e-05 0.0002454545 0.0005083573
#> 
#> $PRT$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0123823 0.005187898 -0.02013839 -0.006494702
#> Sigma[2,2]  0.9047389 0.243707419  0.62652838  1.310316651
#> 
#> $PRT$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01092855 0.003501308  0.006382545   0.01557004
#> Sigma[3,2] -0.73535302 0.164652438 -0.973957318  -0.52429574
#> Sigma[3,3]  0.86796699 0.155613219  0.680274569   1.12534002
#> 
#> $PRT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003764096 0.001926268  0.001043713   0.00603291
#> Sigma[4,2] -0.206814439 0.097842091 -0.343009482  -0.05958236
#> Sigma[4,3]  0.456272608 0.094759548  0.348020219   0.59322010
#> Sigma[4,4]  0.354959393 0.056419144  0.282220600   0.44026811
#> 
#> 
#> $PRT$A
#> $PRT$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.998409487 0.02712244  0.963031388   1.03183532
#> lag1_var2  0.003064265 0.04751493 -0.058621672   0.06182884
#> lag1_var3  0.008281259 0.07950579 -0.096485255   0.10722447
#> lag1_var4 -0.017408549 0.07255767 -0.105705142   0.07884144
#> const      0.618324881 0.30316038  0.227426628   0.94132283
#> exo1       0.005058504 0.02284951 -0.030100096   0.02998633
#> exo2      -0.116971792 0.01435029 -0.133765925  -0.09442544
#> exo3       0.023649833 0.01665800 -0.003199684   0.04407352
#> 
#> $PRT$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.2777428  0.9682018  -1.2662079   1.25852625
#> lag1_var2  -2.2303402  1.8046247  -4.1094558  -0.06561554
#> lag1_var3  -5.2636257  3.0018692  -8.3727122  -1.65183814
#> lag1_var4   5.3289758  2.8155033   1.9214275   8.29344679
#> const     -10.3630286 13.5707451 -25.1392931  11.31053223
#> exo1       -1.1640117  0.8722674  -2.1370120   0.25031169
#> exo2        0.5196815  0.8907000  -0.6382751   1.78347113
#> exo3        0.2798114  0.8668272  -0.7280740   1.48420480
#> 
#> $PRT$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8005805  1.0733788  -0.4450427    2.3776418
#> lag1_var2  0.7379762  1.7228847  -1.7901879    2.4599174
#> lag1_var3  2.2372825  2.8563742  -1.9940965    5.0624459
#> lag1_var4 -1.6095669  2.6818249  -4.2197492    2.3254068
#> const      1.4716908 17.7918973 -24.7837449   20.9656661
#> exo1       0.9128280  0.9009904  -0.2415799    2.0559620
#> exo2      -1.8958125  0.6934825  -3.0089077   -1.1146359
#> exo3      -0.7497651  0.7419404  -1.5371077    0.4561874
#> 
#> $PRT$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0388446  0.6748601   0.3378652    2.2472746
#> lag1_var2 -1.0978744  1.1300542  -3.1723410   -0.1513088
#> lag1_var3 -1.7384798  1.8809793  -5.1786118   -0.1202912
#> lag1_var4  2.4038107  1.7574846   0.8580246    5.6005933
#> const     -6.4561212 11.5776599 -23.0644356    7.3846791
#> exo1       0.2252576  0.5561556  -0.5378939    0.9931246
#> exo2      -1.7012009  0.4710770  -2.3734122   -1.0896187
#> exo3      -0.6208697  0.5606862  -1.3181796    0.1935038
#> 
#> 
#> 
#> $PRY
#> $PRY$Sigma
#> $PRY$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009257464 0.0001768901 0.0006563312  0.001161913
#> 
#> $PRY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01160904 0.005881295 -0.02109294 -0.005044029
#> Sigma[2,2]  1.19601565 0.259761434  0.85404529  1.554252524
#> 
#> $PRY$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.005399234 0.008372637 -0.01601642   0.00556953
#> Sigma[3,2] -0.807610550 0.289393040 -1.18804730  -0.41961412
#> Sigma[3,3]  1.775158769 0.370754879  1.33425440   2.36274221
#> 
#> $PRY$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01407968 0.006138059 -0.02164676 -0.006193733
#> Sigma[4,2]  0.02670237 0.181465622 -0.24391995  0.260801404
#> Sigma[4,3]  1.28071801 0.347438168  0.97350842  1.857906701
#> Sigma[4,4]  1.37238504 0.376947929  1.02415175  1.948737370
#> 
#> 
#> $PRY$A
#> $PRY$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99823513 0.01818266  0.97467264  1.025827313
#> lag1_var2 -0.02985904 0.05342782 -0.09424436  0.047642861
#> lag1_var3 -0.04336995 0.07960239 -0.14397847  0.069020057
#> lag1_var4  0.03862920 0.07844499 -0.07423286  0.137316432
#> const      0.39897927 0.24106805  0.02489318  0.684351528
#> exo1       0.01582047 0.03272169 -0.02875267  0.060593234
#> exo2      -0.04902900 0.03395735 -0.08917012 -0.004808582
#> exo3       0.02151204 0.03225889 -0.01573786  0.071211450
#> 
#> $PRY$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06622049 0.4614137  -0.5555231   0.69151433
#> lag1_var2  0.38012114 1.4437564  -1.6005252   2.51512082
#> lag1_var3  0.05021194 2.1179165  -2.9331008   3.04375846
#> lag1_var4  0.01829928 2.0997158  -3.0353546   2.91750957
#> const     -2.71054889 9.9832125 -15.0017619  12.82345915
#> exo1      -0.86905882 0.7260995  -1.9784488   0.05865383
#> exo2       1.40118808 1.3298167  -0.6971562   2.81200319
#> exo3       0.51122592 0.7166459  -0.5871939   1.40079253
#> 
#> $PRY$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.1666789  0.6175652   0.5195478    2.1600225
#> lag1_var2  1.7188834  2.6557540  -0.6512227    6.1383482
#> lag1_var3  2.6523496  3.8679359  -0.9406461    9.1677079
#> lag1_var4 -2.2716364  3.7805303  -8.6063484    1.2942476
#> const     11.9636798 13.3706790  -4.9446087   27.4290845
#> exo1       0.4947256  0.9917132  -0.9676753    1.6249184
#> exo2      -1.0578037  1.2355585  -2.7991727    0.3181797
#> exo3       0.5573151  1.3894934  -1.3518993    2.5877578
#> 
#> $PRY$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.28420622  0.5274122   0.6378332    2.0812151
#> lag1_var2  1.60081915  2.2303383  -1.0486206    5.0489938
#> lag1_var3  2.12734414  3.2447265  -1.5751833    7.2710952
#> lag1_var4 -1.71456112  3.2061202  -6.7142858    2.0835850
#> const      9.41104394 11.0698232  -4.1286194   23.5299099
#> exo1      -0.11893328  0.8768515  -1.5856767    0.8559964
#> exo2      -0.09826232  1.6758412  -2.8089626    1.7424458
#> exo3       1.00010859  1.4789213  -0.6442322    3.4250757
#> 
#> 
#> 
#> $PSE
#> $PSE$Sigma
#> $PSE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004297029 0.001038315 0.003335947   0.00606272
#> 
#> $PSE$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.09981639 0.04866785  -0.1761414  -0.05429764
#> Sigma[2,2]  7.56365375 2.13860846   5.1048442  11.03689779
#> 
#> $PSE$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05224971 0.02776282  0.02518804   0.09438293
#> Sigma[3,2] -4.44615179 1.19880725 -6.31690796  -2.94401569
#> Sigma[3,3]  2.88102994 0.69685051  1.90305256   3.84797702
#> 
#> $PSE$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01816537 0.01184597  0.003214677   0.03525974
#> Sigma[4,2] -1.85236500 0.47833383 -2.487158926  -1.16384803
#> Sigma[4,3]  1.43044422 0.32203949  0.936687136   1.83111819
#> Sigma[4,4]  0.89647004 0.20818441  0.613812175   1.16297253
#> 
#> 
#> $PSE$A
#> $PSE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91862496 0.07097578  0.81312707  1.010240424
#> lag1_var2  0.04853707 0.03964111 -0.01257071  0.099926419
#> lag1_var3  0.10733217 0.09258297 -0.03799650  0.226998941
#> lag1_var4 -0.08017003 0.06476692 -0.16242733  0.023837575
#> const      0.70943298 0.59085810 -0.03612511  1.520707458
#> exo1       0.03662400 0.06689625 -0.06005183  0.116420731
#> exo2      -0.13204987 0.08231453 -0.22436906 -0.007402302
#> exo3       0.03422343 0.07487995 -0.05864157  0.130293058
#> 
#> $PSE$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.63716799  2.0738627  -0.7277586    4.7695065
#> lag1_var2 -0.73078832  0.9791113  -2.4753296    0.2843241
#> lag1_var3 -3.87973017  2.2136018  -7.8725622   -1.7362842
#> lag1_var4  3.21311385  1.4313253   1.7942700    5.7563156
#> const     -7.13901710 15.0081633 -28.9386025   12.7771208
#> exo1       3.11652806  2.4043957  -0.7553709    5.7860070
#> exo2      -0.05166431  3.6561719  -5.7904911    3.6324616
#> exo3      -0.21837893  2.6153214  -4.3383767    2.3698562
#> 
#> $PSE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7159104 1.1969172  -2.6715533    0.5175346
#> lag1_var2  1.0025766 0.5994449   0.3245615    1.9064770
#> lag1_var3  3.1624264 1.3284138   1.6354827    5.2120207
#> lag1_var4 -1.8412743 0.8473714  -3.0789324   -0.6951334
#> const      1.0671174 9.0766892 -11.3122826   12.3952486
#> exo1      -1.7783374 1.3732472  -3.1470766    0.3638579
#> exo2      -2.6577731 2.2654654  -5.0382392    0.9916359
#> exo3       1.3056667 1.5977158  -0.4141853    3.7710516
#> 
#> $PSE$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.17234041 0.6045723  -1.19841841    0.4390203
#> lag1_var2  0.53785497 0.3974196   0.06231414    1.1718766
#> lag1_var3  1.11740498 0.8917476   0.04673607    2.5459922
#> lag1_var4  0.04523557 0.6439289  -0.92530879    0.8890441
#> const     -3.96467497 7.1936911 -11.81448975    7.3460471
#> exo1      -0.66164160 0.8169567  -1.48341165    0.5784786
#> exo2      -3.59012229 1.2158967  -4.98744686   -1.7911335
#> exo3       1.73367636 0.8018635   0.59559175    2.8155139
#> 
#> 
#> 
#> $PYF
#> $PYF$Sigma
#> $PYF$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003813497 0.000119577 0.0002507884  0.000526663
#> 
#> $PYF$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001845427 0.0006648887 -0.002638395 -0.001132467
#> Sigma[2,2]  0.016259033 0.0039178818  0.011571254  0.021362491
#> 
#> $PYF$Sigma$equation3
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[3,1] -0.0001259998 0.0004782664 -0.000886867  0.0002507510
#> Sigma[3,2] -0.0060293628 0.0037212871 -0.011210240 -0.0008374258
#> Sigma[3,3]  0.0276724345 0.0067995495  0.018680998  0.0373918620
#> 
#> $PYF$Sigma$equation4
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001353815 0.0008302305 -0.002581297 -0.0004804354
#> Sigma[4,2]  0.003685426 0.0049851030 -0.003305852  0.0104573485
#> Sigma[4,3]  0.027639810 0.0079645024  0.019050506  0.0393649979
#> Sigma[4,4]  0.033980639 0.0107644029  0.023581212  0.0519498739
#> 
#> 
#> $PYF$A
#> $PYF$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.978000522 0.02836252  0.936727438   1.01585149
#> lag1_var2 -0.002895153 0.03494978 -0.042275403   0.05183387
#> lag1_var3  0.009013648 0.07035490 -0.073057466   0.11511134
#> lag1_var4 -0.010167039 0.06163861 -0.102703719   0.06102325
#> const      0.661823217 0.23329189  0.297668930   0.93501696
#> exo1      -0.003625804 0.01893530 -0.024056486   0.02160321
#> exo2      -0.079248408 0.02024923 -0.105139306  -0.05063707
#> exo3       0.016359965 0.01532718 -0.002951997   0.04051360
#> 
#> $PYF$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05728886 0.1619634  -0.1945803    0.2427767
#> lag1_var2  0.68684838 0.1830258   0.4432310    0.9495017
#> lag1_var3  0.10656166 0.3141485  -0.3725350    0.4160615
#> lag1_var4 -0.06790683 0.2779596  -0.3304557    0.3621167
#> const      0.90214083 1.4730026  -0.7209739    3.1272216
#> exo1       0.01690064 0.1410568  -0.1223236    0.2638810
#> exo2       1.21646758 0.1306665   1.0547463    1.4133738
#> exo3       0.06764618 0.1394552  -0.1019062    0.2346102
#> 
#> $PYF$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.061283797 0.2446572 -0.36234019    0.2719473
#> lag1_var2  0.316776825 0.3917688 -0.24030191    0.7365692
#> lag1_var3  0.887276715 0.6669356 -0.03139212    1.6532930
#> lag1_var4  0.042267652 0.5978906 -0.63334288    0.8740516
#> const      0.809423829 1.9159902 -1.16818256    3.8176538
#> exo1       0.004152888 0.1293364 -0.18906713    0.1630421
#> exo2      -0.965123378 0.2191226 -1.26249429   -0.6957571
#> exo3       0.009108712 0.1551860 -0.21659040    0.2066891
#> 
#> $PYF$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.05656022 0.27157739 -0.36025686  0.279326792
#> lag1_var2  0.31599948 0.40603479 -0.23443143  0.763498787
#> lag1_var3  0.22258062 0.75599859 -0.73669196  1.037998719
#> lag1_var4  0.75504749 0.67560430  0.02654697  1.615439086
#> const      0.20199436 2.43711656 -2.89565473  3.413864171
#> exo1       0.01572864 0.09704414 -0.12885004  0.146414321
#> exo2      -0.32496650 0.25421666 -0.65126842 -0.008491721
#> exo3       0.05593355 0.14801040 -0.17516002  0.240591460
#> 
#> 
#> 
#> $QAT
#> $QAT$Sigma
#> $QAT$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004087153 0.0008945681 0.003225306  0.005483156
#> 
#> $QAT$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.000209629 0.001151169 -0.001439942  0.001843134
#> Sigma[2,2] 0.008681377 0.002112000  0.006266000  0.011952267
#> 
#> $QAT$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006106089 0.008534432 -0.006596864  0.016540138
#> Sigma[3,2] -0.017044813 0.006557098 -0.027534906 -0.009340138
#> Sigma[3,3]  0.250998006 0.055224981  0.172330424  0.321043071
#> 
#> $QAT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006291593 0.008183984 -0.005874271  0.016919543
#> Sigma[4,2] -0.009502458 0.006356423 -0.020054566 -0.002459755
#> Sigma[4,3]  0.238156399 0.053125121  0.159827491  0.299478172
#> Sigma[4,4]  0.232084838 0.052010517  0.152534377  0.284651042
#> 
#> 
#> $QAT$A
#> $QAT$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.022782697 0.03499573  0.97894620   1.06599965
#> lag1_var2 -0.201862638 0.11250294 -0.36724173  -0.05145611
#> lag1_var3 -0.358148844 0.20937642 -0.67322177  -0.12042984
#> lag1_var4  0.356038828 0.20555420  0.12304674   0.66630610
#> const     -0.371253067 0.53666828 -0.93025740   0.52620935
#> exo1       0.044640276 0.07125843 -0.04004365   0.16043440
#> exo2      -0.092268076 0.05294267 -0.14729868  -0.01197065
#> exo3      -0.001535246 0.05176899 -0.08268099   0.06218165
#> 
#> $QAT$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09662056 0.03821332 -0.15148689  -0.05263613
#> lag1_var2  0.70454916 0.21335323  0.39190798   0.96400682
#> lag1_var3 -0.03180276 0.31182358 -0.50045712   0.34145575
#> lag1_var4  0.03527677 0.31712107 -0.33933177   0.51510525
#> const      2.24488836 1.02782485  0.84164361   3.67732823
#> exo1      -0.16414296 0.07210970 -0.26065766  -0.07318778
#> exo2       0.05710921 0.09747949 -0.05927356   0.20742436
#> exo3      -0.04298455 0.09030497 -0.15474241   0.07882301
#> 
#> $QAT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5921513 0.3053633   0.1931558    0.9959916
#> lag1_var2 -0.1256857 1.1464977  -1.8064893    1.4044985
#> lag1_var3  0.4929188 1.7670305  -2.0246234    2.9095391
#> lag1_var4  0.3801120 1.7603462  -2.0359796    2.9304671
#> const     -3.9506136 4.2435224  -9.1091380    2.5906104
#> exo1       0.6459219 0.2802965   0.2416061    0.9939615
#> exo2      -0.2436005 0.4008059  -0.8836293    0.2812670
#> exo3      -0.3122622 0.4718548  -0.9726790    0.2031536
#> 
#> $QAT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.51208915 0.3068812   0.1280695    0.9308167
#> lag1_var2  0.06339077 1.0814853  -1.4460851    1.5594139
#> lag1_var3 -0.02718540 1.7242047  -2.3948761    2.3978173
#> lag1_var4  0.90767361 1.7245727  -1.5282742    3.2628655
#> const     -2.48399785 3.8489474  -6.3727030    3.5755336
#> exo1       0.51203944 0.2860597   0.1124359    0.9187717
#> exo2      -0.20247008 0.4177046  -0.8302463    0.3670987
#> exo3      -0.35906743 0.4205075  -0.9404226    0.1200755
#> 
#> 
#> 
#> $ROU
#> $ROU$Sigma
#> $ROU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001518579 0.0003778475  0.00103405  0.002027855
#> 
#> $ROU$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002041341 0.005083827 -0.005347145  0.005758564
#> Sigma[2,2]  0.378771079 0.079828120  0.277620055  0.484770995
#> 
#> $ROU$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.007829674 0.007483883 -0.01969629 -0.0009331133
#> Sigma[3,2] -0.415245385 0.130184769 -0.59565571 -0.2448771464
#> Sigma[3,3]  1.455698081 0.349620517  1.03989151  1.9278609645
#> 
#> $ROU$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.009484649 0.00644176  -0.0192035 -0.002861446
#> Sigma[4,2] -0.205663189 0.10658743  -0.3612717 -0.068763769
#> Sigma[4,3]  1.301952510 0.30960652   0.9428529  1.702106658
#> Sigma[4,4]  1.270899049 0.28393621   0.9110662  1.617386311
#> 
#> 
#> $ROU$A
#> $ROU$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.984887361 0.01149566  0.971524147   1.00383439
#> lag1_var2  0.003954479 0.03556145 -0.044996448   0.05093400
#> lag1_var3 -0.005835008 0.05489603 -0.081700447   0.06819178
#> lag1_var4  0.002321945 0.05202594 -0.067633605   0.07494369
#> const      0.569133259 0.34481267  0.035564938   0.95119027
#> exo1       0.041483545 0.02483081  0.001852968   0.06483744
#> exo2      -0.058926962 0.02335569 -0.090291007  -0.03016883
#> exo3       0.033591977 0.02756338  0.005183368   0.07500779
#> 
#> $ROU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2485559 0.3925768  -0.7932620    0.3193512
#> lag1_var2  1.5976776 0.7861953   0.3855201    2.4439964
#> lag1_var3  1.3461007 1.3705727  -0.6796442    2.8230258
#> lag1_var4 -1.2367813 1.2974169  -2.6199505    0.6905134
#> const      1.1301235 6.6465256  -7.4916249   11.2896285
#> exo1      -0.1744873 0.2917889  -0.5303228    0.2344334
#> exo2       0.7151082 0.5201489  -0.1200188    1.3704081
#> exo3       0.2632339 0.4044952  -0.3995227    0.6163722
#> 
#> $ROU$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.6743710  0.7415266  -0.3674174   1.69964589
#> lag1_var2 -1.6054732  1.4766841  -3.8562808   0.04296503
#> lag1_var3 -1.8111231  2.4150666  -5.4033980   0.81048058
#> lag1_var4  2.5698669  2.3062088   0.0455042   5.97922103
#> const     -3.7718568 13.9843534 -21.4500766  17.61388182
#> exo1      -0.3859858  1.0862966  -1.8665138   0.95797142
#> exo2      -0.2395404  1.4044392  -1.2440697   2.05629153
#> exo3      -3.5218751  0.9132215  -4.8155857  -2.44587357
#> 
#> $ROU$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.5865904  0.6578038  -0.3200269   1.50232974
#> lag1_var2 -1.1963369  1.4245486  -3.7271366   0.10183095
#> lag1_var3 -1.9144629  2.2699191  -5.9360521   0.04340557
#> lag1_var4  2.7413513  2.1615207   0.8605855   6.57054642
#> const     -4.8304709 12.5205653 -21.1407383  14.33905466
#> exo1      -0.5021473  1.0359663  -1.8654881   0.84660883
#> exo2       0.1736395  1.3845966  -1.1940906   2.35845109
#> exo3      -3.5837732  0.9097867  -4.7950871  -2.55710010
#> 
#> 
#> 
#> $RUS
#> $RUS$Sigma
#> $RUS$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001502454 0.0004093154 0.0009906309  0.002086922
#> 
#> $RUS$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02471321 0.01079703 -0.04091653  -0.01247777
#> Sigma[2,2]  0.90768577 0.23342911  0.65920108   1.28803443
#> 
#> $RUS$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0223377 0.008393408  0.01167707   0.03316822
#> Sigma[3,2] -0.7992131 0.155680995 -0.98515515  -0.57488724
#> Sigma[3,3]  0.9967961 0.190098127  0.74935533   1.27656031
#> 
#> $RUS$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008056808 0.004035944  0.003313655   0.01461262
#> Sigma[4,2] -0.273316549 0.092983969 -0.411554518  -0.13988721
#> Sigma[4,3]  0.566356874 0.150388084  0.391113451   0.80406703
#> Sigma[4,4]  0.445238339 0.124021049  0.323639670   0.65702606
#> 
#> 
#> $RUS$A
#> $RUS$A$equation1
#>                   mean         sd 5% quantile  95% quantile
#> lag1_var1  1.085985054 0.02663350  1.05106736  1.126545e+00
#> lag1_var2 -0.154546421 0.07643654 -0.26702803 -6.097095e-02
#> lag1_var3 -0.264961158 0.13118557 -0.45657983 -1.043147e-01
#> lag1_var4  0.225580881 0.12519734  0.07233451  4.093320e-01
#> const      0.002739218 0.32347491 -0.54232154  3.471130e-01
#> exo1       0.020356308 0.03722323 -0.03594473  6.387013e-02
#> exo2      -0.049938117 0.03304130 -0.09191190 -6.223885e-05
#> exo3       0.032244803 0.02915902 -0.01000992  6.621532e-02
#> 
#> $RUS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.2560809 0.5828419  -2.2013240  -0.66899059
#> lag1_var2  3.8900213 1.4850345   2.2226477   6.25532152
#> lag1_var3  5.1320523 2.5857994   2.2527072   9.22450287
#> lag1_var4 -4.7785487 2.4483373  -8.5962653  -2.06934503
#> const     14.7776313 6.2382592   7.2742552  23.83755304
#> exo1       0.2258189 0.9474544  -0.9271656   1.53385286
#> exo2       0.7076647 0.7374524  -0.1214649   1.81792870
#> exo3      -0.8981134 1.0070604  -2.4631931  -0.02599337
#> 
#> $RUS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.531566 0.6636796   0.8132103    2.5199838
#> lag1_var2  -1.609604 1.4004268  -3.8513369   -0.4860590
#> lag1_var3  -1.878112 2.4556731  -5.7782277    0.1060013
#> lag1_var4   2.336947 2.3010480   0.3569094    5.9536760
#> const     -10.208401 7.4864552 -22.2506395   -2.2315313
#> exo1        0.221161 1.0118398  -1.1850390    1.6068066
#> exo2       -0.653527 0.7294019  -1.7246350    0.3272629
#> exo3        0.679098 1.1172819  -0.7188828    2.1699585
#> 
#> $RUS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.78071251 0.4969999   0.1130417    1.5043413
#> lag1_var2  0.46351908 1.3412179  -1.7684669    1.9869948
#> lag1_var3  0.76935244 2.3082747  -3.1234014    3.2986783
#> lag1_var4 -0.08836543 2.1700044  -2.4277178    3.5800381
#> const     -1.97470836 5.6077153 -10.3619802    3.7586862
#> exo1       0.39584637 0.5885064  -0.3682355    1.1558914
#> exo2      -0.22128910 0.7334808  -1.3271602    0.6509896
#> exo3       0.12469303 0.7321166  -0.8502097    1.1305872
#> 
#> 
#> 
#> $RWA
#> $RWA$Sigma
#> $RWA$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01879552 0.003458177  0.01448174   0.02344828
#> 
#> $RWA$Sigma$equation2
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -7.084513e-05 0.009479786 -0.01263965   0.01071349
#> Sigma[2,2]  1.429385e-01 0.055870976  0.08892021   0.23278606
#> 
#> $RWA$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.003685548 0.01609591 -0.02931238   0.01520639
#> Sigma[3,2] -0.152896540 0.05951279 -0.24072035  -0.08130744
#> Sigma[3,3]  0.323400482 0.09413611  0.18849938   0.43607679
#> 
#> $RWA$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.00472861 0.01391140 -0.02718977  0.009436436
#> Sigma[4,2] -0.07561057 0.03738730 -0.12446334 -0.023560894
#> Sigma[4,3]  0.26230692 0.08414101  0.15832500  0.375788908
#> Sigma[4,4]  0.24605450 0.07897519  0.15410067  0.354695311
#> 
#> 
#> $RWA$A
#> $RWA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94867003 0.05238085  0.86015227   0.99995703
#> lag1_var2  0.27290097 0.18002152  0.08072403   0.57409165
#> lag1_var3  0.49705981 0.31289098  0.15959843   1.01845164
#> lag1_var4 -0.50637700 0.29934675 -1.00958273  -0.19349336
#> const      2.12973522 1.04337546  0.55638272   3.19753766
#> exo1       0.02922536 0.08227405 -0.09481854   0.13965377
#> exo2      -0.21316662 0.15025417 -0.43349919   0.01185596
#> exo3       0.11789698 0.16944993 -0.12280477   0.35972210
#> 
#> $RWA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.23904715 0.1338538   0.1039230    0.4602157
#> lag1_var2  0.16736119 0.7780463  -0.9633732    1.1374839
#> lag1_var3 -1.13266111 1.3768467  -3.0729535    0.6912143
#> lag1_var4  1.12650859 1.3041985  -0.5789086    2.9685806
#> const     -3.31631342 2.7351192  -7.8234220   -0.5348936
#> exo1      -0.05049743 0.2487050  -0.3743412    0.3054023
#> exo2       0.88591222 0.2260625   0.6201313    1.2380709
#> exo3       3.20395518 0.7204253   2.2064614    4.1724857
#> 
#> $RWA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5758095 0.2183498  -0.9379079   -0.3459683
#> lag1_var2  2.4287846 1.1491042   1.2327197    4.2069571
#> lag1_var3  4.5104414 1.9934495   2.4867400    7.6172680
#> lag1_var4 -3.5430637 1.8720676  -6.4984243   -1.6660450
#> const     11.3601960 6.1958046   4.1347125   20.1451194
#> exo1       0.1538595 0.4030090  -0.4020190    0.7471308
#> exo2       2.4761767 0.5370898   1.8055646    3.2591953
#> exo3      -4.1439580 0.6357895  -5.2107156   -3.4376692
#> 
#> $RWA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4995620 0.1791090  -0.7618400   -0.2473976
#> lag1_var2  2.3735739 0.8260625   1.5016162    3.6514817
#> lag1_var3  3.5105536 1.4254946   2.0633142    5.7506398
#> lag1_var4 -2.5280251 1.3373416  -4.6619943   -1.1814357
#> const      9.3595125 5.5037594   2.8739717   17.5246566
#> exo1       0.1389452 0.4703944  -0.5554128    0.7238635
#> exo2       3.3809762 0.5497518   2.6360802    4.1238486
#> exo3      -2.5679847 0.3410194  -3.1335889   -2.1839757
#> 
#> 
#> 
#> $SAU
#> $SAU$Sigma
#> $SAU$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001277618 0.0004969831 0.0008021372  0.001996085
#> 
#> $SAU$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001279909 0.001845011 -0.001033182  0.003875416
#> Sigma[2,2] 0.097061638 0.010090160  0.083559306  0.110827047
#> 
#> $SAU$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01010575 0.003994476  0.005250573  0.015648682
#> Sigma[3,2] -0.04256897 0.036263107 -0.087418410  0.002531397
#> Sigma[3,3]  0.43963917 0.055445105  0.369921080  0.512724621
#> 
#> $SAU$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.01139189 0.004685449  0.005805845   0.01843254
#> Sigma[4,2] 0.01139135 0.037786222 -0.035072784   0.05825597
#> Sigma[4,3] 0.44084921 0.054756592  0.378440621   0.51589298
#> Sigma[4,4] 0.47384813 0.061490108  0.400930157   0.56430411
#> 
#> 
#> $SAU$A
#> $SAU$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00697776 0.03075771  0.95972734   1.04740867
#> lag1_var2 -0.06840480 0.06041794 -0.14003541   0.02060771
#> lag1_var3 -0.13756158 0.11690139 -0.28203658   0.03227138
#> lag1_var4  0.13013591 0.10895385 -0.02722881   0.26421697
#> const      0.20532248 0.42098576 -0.35861873   0.82410770
#> exo1       0.02881051 0.02648541 -0.01140497   0.05919092
#> exo2      -0.07679036 0.03865502 -0.12611172  -0.02414994
#> exo3      -0.02567402 0.03485411 -0.07158082   0.02024913
#> 
#> $SAU$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.18608249 0.3177033  -0.6513268   0.24960447
#> lag1_var2  1.40064519 0.5138661   0.6746369   2.13498798
#> lag1_var3  1.25565284 0.9805140  -0.1301731   2.72148414
#> lag1_var4 -1.17934451 0.8896096  -2.4955330   0.07955854
#> const      2.39327122 4.2415575  -3.3008983   8.22917406
#> exo1      -0.50594064 0.2633597  -0.8468006  -0.16313754
#> exo2       1.81990334 0.4292375   1.0592331   2.19334243
#> exo3      -0.08872474 0.3043408  -0.4752294   0.33755450
#> 
#> $SAU$A$equation3
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1   0.87334314 0.6407143  -0.04436217    1.7619350
#> lag1_var2  -1.96230576 1.6527430  -3.44651573    0.9303019
#> lag1_var3  -2.39519200 2.9896574  -5.09664428    2.6802768
#> lag1_var4   3.17956762 2.7845787  -1.57518809    5.6257520
#> const     -10.84160538 7.0120050 -21.38176321   -2.0481117
#> exo1        0.01470131 0.4596446  -0.62069668    0.5950765
#> exo2       -0.01011905 0.5554524  -0.83349489    0.6554096
#> exo3        1.16791394 0.7267539   0.23938831    2.1704533
#> 
#> $SAU$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   0.8403313 0.6486444  -0.09394299    1.7440333
#> lag1_var2  -1.6674623 1.7724323  -3.27257983    1.5089120
#> lag1_var3  -2.5501475 3.1498103  -5.50128787    2.9678867
#> lag1_var4   3.3761887 2.9371651  -1.80340993    6.0487738
#> const     -11.3156297 6.6140816 -20.64624933   -2.2014318
#> exo1       -0.2667623 0.5311767  -1.01732282    0.4177077
#> exo2        1.1704331 0.6026124   0.39578519    1.9557823
#> exo3        1.2245549 0.6665681   0.41014030    2.1079464
#> 
#> 
#> 
#> $SDN
#> $SDN$Sigma
#> $SDN$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002838196 0.0006906748 0.001829095  0.003741123
#> 
#> $SDN$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0187716 0.009614193 -0.03211889 -0.004802325
#> Sigma[2,2]  1.3630285 0.337141748  1.08188896  1.900460918
#> 
#> $SDN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01086751 0.005180324  0.003621249   0.01768372
#> Sigma[3,2] -0.73511133 0.172875547 -1.023945364  -0.57085312
#> Sigma[3,3]  0.42176509 0.092324672  0.319561024   0.57332409
#> 
#> $SDN$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001916216 0.001457779 -3.647545e-05  0.003877376
#> Sigma[4,2] -0.077390258 0.040377212 -1.370677e-01 -0.026854703
#> Sigma[4,3]  0.070999085 0.024835738  3.560090e-02  0.104356878
#> Sigma[4,4]  0.038337146 0.008804045  2.587008e-02  0.050074088
#> 
#> 
#> $SDN$A
#> $SDN$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.955849582 0.03343618  0.905706186   0.99395517
#> lag1_var2 -0.038336362 0.06426304 -0.111104182   0.06571510
#> lag1_var3 -0.099166353 0.12782097 -0.230466047   0.11532418
#> lag1_var4  0.106527671 0.11838986 -0.093671140   0.22190000
#> const      0.596491817 0.56441032 -0.279942972   1.29527385
#> exo1       0.015737504 0.06183507 -0.082555639   0.08514063
#> exo2      -0.005555199 0.05596968 -0.063024144   0.08414135
#> exo3       0.080829743 0.06124510 -0.008696329   0.15112186
#> 
#> $SDN$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1   1.04974647  0.8388435  -0.2147185    2.1095725
#> lag1_var2  -1.47221990  1.2967375  -3.2361126    0.1163709
#> lag1_var3  -4.34393221  2.7433352  -7.9768596   -0.9185937
#> lag1_var4   4.23255281  2.6072777   1.0046736    7.6823826
#> const     -16.27563089 15.7240392 -38.3394466    6.9063770
#> exo1        0.08069313  1.1387354  -1.0390236    1.8305007
#> exo2        0.87311274  0.9627881  -0.3058530    2.3406642
#> exo3       -1.35459306  1.5277404  -3.5736794    0.8121498
#> 
#> $SDN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.77294512 0.4768413 -1.42194320 -0.080739465
#> lag1_var2  1.64811479 0.8190564  0.71878951  2.872584481
#> lag1_var3  3.91086917 1.6943446  1.88871478  6.408235247
#> lag1_var4 -2.80105646 1.6116607 -5.15603817 -0.885250026
#> const     10.91222797 9.1118566 -2.39226387 23.953193209
#> exo1       0.03204215 0.7035794 -0.97709524  0.820639887
#> exo2      -0.63429702 0.5165109 -1.38680792 -0.001334572
#> exo3       1.08642771 0.8053443 -0.07907826  2.253447387
#> 
#> $SDN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.32416255 0.1230746 -0.52555837  -0.18985444
#> lag1_var2  0.66199277 0.2917799  0.24429016   1.08238755
#> lag1_var3  1.22909422 0.5853669  0.38362498   2.06793494
#> lag1_var4 -0.12786593 0.5446164 -0.90219122   0.66795253
#> const      2.23144920 1.7760146  0.02120956   4.79667240
#> exo1       0.08137577 0.2525112 -0.25403012   0.47971906
#> exo2      -0.24144531 0.1384191 -0.46067498  -0.09518953
#> exo3       0.47801896 0.1192192  0.31935654   0.65699804
#> 
#> 
#> 
#> $SEN
#> $SEN$Sigma
#> $SEN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003219618 5.924504e-05 0.0002282131 0.0003802235
#> 
#> $SEN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.001252376 0.001602379 -0.00386067 0.0006640464
#> Sigma[2,2]  0.283422771 0.067136851  0.18632229 0.3577663873
#> 
#> $SEN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0004741687 0.004892278 -0.006524224  0.006711794
#> Sigma[3,2] -0.5680899719 0.154011311 -0.746968887 -0.370326367
#> Sigma[3,3]  1.7999983332 0.379425384  1.264145556  2.308231470
#> 
#> $SEN$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001187957 0.00449015 -0.007095476  0.005440746
#> Sigma[4,2] -0.455210998 0.13093355 -0.606248269 -0.276480932
#> Sigma[4,3]  1.600902728 0.34294201  1.135363566  2.070616408
#> Sigma[4,4]  1.448085977 0.31776666  1.047306397  1.925668340
#> 
#> 
#> $SEN$A
#> $SEN$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.993900530 0.004603399  0.986406345  0.999217864
#> lag1_var2 -0.015688093 0.024055335 -0.042289789  0.021173730
#> lag1_var3 -0.045740396 0.048855923 -0.096147462  0.026125931
#> lag1_var4  0.041904565 0.046766727 -0.025717005  0.089098844
#> const      0.348043466 0.110561689  0.192453025  0.499348064
#> exo1       0.002964845 0.016469741 -0.015734404  0.022592869
#> exo2      -0.020708370 0.022362991 -0.053756690  0.004948297
#> exo3       0.025009489 0.019632038 -0.001341806  0.048982059
#> 
#> $SEN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.19059391 0.3004445  -0.1538431    0.6382144
#> lag1_var2  0.75247986 0.8411571  -0.5500913    1.7045006
#> lag1_var3  0.27602807 1.5928842  -2.0362529    2.1235411
#> lag1_var4 -0.39042172 1.5383923  -2.1921410    1.8550267
#> const      2.38872787 5.8715726  -5.8924056   10.0446808
#> exo1       0.07810384 0.6017090  -0.5861701    1.0334750
#> exo2       0.54948261 0.4951108  -0.1219613    1.2119057
#> exo3      -0.07690356 0.3589251  -0.5540845    0.3858116
#> 
#> $SEN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5592404  0.718208  -1.6932507    0.1801252
#> lag1_var2  2.8531908  1.653963   1.2375398    5.6087319
#> lag1_var3  6.2969719  3.075220   3.4011894   11.4024057
#> lag1_var4 -5.3359445  2.947006 -10.2535981   -2.6029952
#> const     14.2332398 14.418575  -3.8624879   36.5187299
#> exo1      -0.4615845  1.119991  -2.0204890    1.0901754
#> exo2      -0.1063116  1.535817  -2.6300310    1.6215312
#> exo3       1.2456655  1.148663  -0.3903155    2.6179951
#> 
#> $SEN$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.4870612  0.6188704  -1.4757816    0.1943059
#> lag1_var2  3.0579130  1.3321876   1.8264486    5.2970106
#> lag1_var3  6.0880005  2.4821981   3.9581741   10.2932498
#> lag1_var4 -5.1694145  2.3798869  -9.2315539   -3.0463224
#> const     15.2164419 12.5755315  -0.6319034   34.4536248
#> exo1      -0.4403692  0.9570127  -1.6501097    0.9410952
#> exo2       0.1797518  1.3809464  -2.1215379    1.6568014
#> exo3       1.2638676  1.0975878  -0.3140895    2.5415569
#> 
#> 
#> 
#> $SGP
#> $SGP$Sigma
#> $SGP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007795473 0.0001237752 0.0006036509 0.0009606114
#> 
#> $SGP$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009633559 0.00335958 -0.01531925 -0.006107817
#> Sigma[2,2]  0.440687042 0.09128025  0.33198712  0.578166129
#> 
#> $SGP$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008235917 0.003142965  0.003948889   0.01233114
#> Sigma[3,2] -0.359369637 0.072862426 -0.415926948  -0.24465721
#> Sigma[3,3]  0.522945586 0.097893428  0.371916364   0.65165380
#> 
#> $SGP$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001913569 0.001800727 -0.0003506578  0.004176447
#> Sigma[4,2] -0.067771449 0.051345942 -0.1343043794 -0.005533521
#> Sigma[4,3]  0.294551399 0.072527774  0.2181201013  0.409409586
#> Sigma[4,4]  0.259652629 0.060841067  0.2170010201  0.354984988
#> 
#> 
#> $SGP$A
#> $SGP$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00941838 0.02088743  0.97779258  1.034668108
#> lag1_var2 -0.03267646 0.05189264 -0.09125554  0.043834536
#> lag1_var3 -0.07218084 0.07837184 -0.16348493  0.041442321
#> lag1_var4  0.06176647 0.07285543 -0.04359319  0.149908892
#> const      0.44427815 0.25174757  0.06976428  0.707696980
#> exo1      -0.02010384 0.01834972 -0.04323890  0.006636741
#> exo2      -0.05241550 0.01894269 -0.07893102 -0.032481696
#> exo3       0.05717746 0.03078937  0.02027140  0.101055885
#> 
#> $SGP$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.83627638 0.7733205  -1.9276203    0.1683357
#> lag1_var2  2.48451904 1.5165298   0.4700735    4.7381234
#> lag1_var3  2.82958160 2.2591803  -0.1971949    6.1771903
#> lag1_var4 -2.61925008 2.0690319  -5.6759249    0.1677660
#> const      9.19991433 7.0092391  -0.5000964   17.9113294
#> exo1       0.03835425 0.4913355  -0.6238010    0.7247461
#> exo2       0.58247306 0.4962193  -0.1630382    1.1471103
#> exo3       0.22315899 0.7458089  -0.7573774    1.2562355
#> 
#> $SGP$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1831303 0.8778704   0.1444396   2.52684694
#> lag1_var2 -1.3334335 1.5206542  -3.5872970  -0.02705569
#> lag1_var3 -1.4742306 2.1885159  -4.6840395   0.54452603
#> lag1_var4  2.1159982 2.0240041   0.2345881   5.06893399
#> const     -7.7069120 9.5371109 -20.7915355   3.58268670
#> exo1       0.3071785 0.6237086  -0.5781454   1.11465908
#> exo2      -0.5706385 0.6907159  -1.5633692   0.20134593
#> exo3       0.6982969 0.7167465  -0.2345179   1.67386290
#> 
#> $SGP$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.63125327 0.5960393   0.1161139     1.629292
#> lag1_var2 -0.03995641 1.2969122  -1.8741118     1.603578
#> lag1_var3 -0.13691247 1.8529521  -2.7574992     2.262999
#> lag1_var4  0.93071676 1.7429519  -1.3938238     3.398540
#> const     -2.51144796 6.4129901 -12.2505510     4.057711
#> exo1       0.35349085 0.4111408  -0.1682641     0.852107
#> exo2      -0.16199652 0.6965690  -1.0769380     0.863620
#> exo3       0.90996363 0.4857227   0.3142901     1.587794
#> 
#> 
#> 
#> $SLB
#> $SLB$Sigma
#> $SLB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002245947 0.0005218301 0.001658695  0.003107628
#> 
#> $SLB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004966795 0.001907648 -0.007876065 -0.002566207
#> Sigma[2,2]  0.040521811 0.013620051  0.024063382  0.062205366
#> 
#> $SLB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.005678724 0.001412128 -0.007648964 -0.003967959
#> Sigma[3,2]  0.005777395 0.008530487 -0.006486093  0.016317246
#> Sigma[3,3]  0.039151617 0.007748491  0.030763739  0.049649927
#> 
#> $SLB$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01010654 0.002552476 -0.01340829 -0.006658837
#> Sigma[4,2]  0.04061862 0.013560308  0.02545899  0.062449502
#> Sigma[4,3]  0.04512172 0.010342825  0.02910573  0.059175465
#> Sigma[4,4]  0.08118729 0.015305135  0.06151635  0.101514253
#> 
#> 
#> $SLB$A
#> $SLB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.885737552 0.03691728  0.83079556   0.93426363
#> lag1_var2  0.084098384 0.11576771 -0.07502028   0.25108547
#> lag1_var3  0.166252827 0.15467322 -0.04401258   0.38347338
#> lag1_var4 -0.149360659 0.15252734 -0.36324271   0.05909989
#> const      1.070108076 0.57586677  0.51169228   1.98510154
#> exo1       0.017330550 0.02438094 -0.01906354   0.04723236
#> exo2      -0.080126738 0.03988142 -0.12990142  -0.02791235
#> exo3      -0.005469629 0.06374059 -0.08790519   0.07727439
#> 
#> $SLB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.25265261 0.2184650 -0.09411958   0.50671472
#> lag1_var2  0.38693012 0.5615766 -0.36910837   1.06253062
#> lag1_var3 -0.77623773 0.7559765 -1.80866430   0.08901458
#> lag1_var4  0.70264981 0.7548418 -0.18680379   1.73465978
#> const      0.86617512 3.5771513 -3.47283082   6.08633638
#> exo1      -0.04583865 0.1033567 -0.17153366   0.11501429
#> exo2       0.01041933 0.2697445 -0.36860640   0.34716837
#> exo3      -0.05738873 0.2020422 -0.25659255   0.25929585
#> 
#> $SLB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.44589470 0.1472596   0.2625839    0.6461613
#> lag1_var2  0.15740500 0.6253170  -0.7968259    0.8771180
#> lag1_var3  0.89961849 0.8342008  -0.3911892    1.8818495
#> lag1_var4  0.01051073 0.8320902  -0.9698303    1.2989366
#> const     -2.01963515 2.8669851  -6.3036643    1.4743097
#> exo1      -0.05728035 0.1377750  -0.2539350    0.1365912
#> exo2      -0.76453206 0.2149261  -1.0162795   -0.4847109
#> exo3      -0.03866834 0.2468931  -0.3689644    0.2817078
#> 
#> $SLB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.67057400 0.2319474   0.3297817    0.9898863
#> lag1_var2  0.04341343 0.7666730  -1.0592956    1.1014695
#> lag1_var3 -0.28008680 1.0150205  -1.6524313    1.1185813
#> lag1_var4  1.13505385 1.0072077  -0.2783253    2.4860250
#> const     -2.11599949 3.5916786  -7.3410615    2.6992558
#> exo1      -0.09260426 0.1682556  -0.2996545    0.1216328
#> exo2      -0.76011032 0.3356407  -1.2660497   -0.4339386
#> exo3      -0.07970983 0.3358270  -0.5397227    0.3414501
#> 
#> 
#> 
#> $SLE
#> $SLE$Sigma
#> $SLE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.009235882 0.002275551 0.006566417   0.01263999
#> 
#> $SLE$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00389868 0.003037225 -0.008670056 -0.001026061
#> Sigma[2,2]  0.03585641 0.009788338  0.024933731  0.051073905
#> 
#> $SLE$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.005252553 0.007041748 -0.01691155  0.0009402776
#> Sigma[3,2] -0.072977906 0.024562769 -0.11296311 -0.0471006417
#> Sigma[3,3]  0.315355871 0.108850735  0.21759486  0.4881425308
#> 
#> $SLE$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.00810949 0.006860417 -0.01926747 -0.001287812
#> Sigma[4,2] -0.05369214 0.021645437 -0.09096937 -0.033233610
#> Sigma[4,3]  0.28175823 0.102889743  0.19544175  0.447455747
#> Sigma[4,4]  0.25883153 0.097911652  0.17274207  0.416274517
#> 
#> 
#> $SLE$A
#> $SLE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00562456 0.05691359  0.93587677   1.08430559
#> lag1_var2 -0.09428902 0.18587646 -0.34042552   0.18652838
#> lag1_var3 -0.07457466 0.27693993 -0.47163437   0.31294506
#> lag1_var4  0.07092650 0.27156047 -0.31010182   0.45949953
#> const      0.32461329 1.15753083 -1.38654104   1.72886772
#> exo1       0.03584639 0.06099248 -0.05421576   0.10331346
#> exo2      -0.08036980 0.12322556 -0.27247096   0.06077397
#> exo3      -0.04031138 0.09132310 -0.17336613   0.07528884
#> 
#> $SLE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.12386125 0.1637324 -0.08987714    0.3531230
#> lag1_var2  0.22273297 0.5548435 -0.54595429    0.9978666
#> lag1_var3 -1.08503607 0.8553690 -2.15773913    0.1741293
#> lag1_var4  1.08180394 0.8396097 -0.15239216    2.1416230
#> const     -2.09898830 2.6513652 -5.89034473    1.1140124
#> exo1      -0.04401427 0.2014411 -0.29643739    0.2390580
#> exo2       0.34147566 0.1748107  0.09422707    0.5438304
#> exo3       0.25390460 0.1832437  0.06076089    0.5566707
#> 
#> $SLE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5251223 0.5047760 -1.14463162    0.2022368
#> lag1_var2  1.3528048 1.5550025 -0.85601816    3.3673911
#> lag1_var3  3.5764176 2.2982742  0.03536869    6.2955613
#> lag1_var4 -2.5173044 2.2454105 -5.17551268    0.9429625
#> const      8.5048772 7.8851193 -1.93875301   19.1180044
#> exo1      -0.3859977 0.4910363 -1.11177124    0.2527323
#> exo2      -0.3785945 0.4975583 -0.78573884    0.5358391
#> exo3       0.1631991 0.5479448 -0.68426693    0.8251103
#> 
#> $SLE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4743397 0.4233406  -0.9906297   0.13987765
#> lag1_var2  1.1860627 1.2811656  -0.6396825   2.79780792
#> lag1_var3  2.4595040 1.8721867  -0.3803714   4.61448784
#> lag1_var4 -1.3836638 1.8260553  -3.4849377   1.38844668
#> const      6.7201459 6.8058325  -2.1948781  15.86952395
#> exo1      -0.4292340 0.3932734  -1.0023078   0.09670069
#> exo2      -0.2009524 0.4917983  -0.6344012   0.71047683
#> exo3       0.3149311 0.4821387  -0.4125218   0.92428596
#> 
#> 
#> 
#> $SLV
#> $SLV$Sigma
#> $SLV$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002721094 5.912383e-05 0.0002034205 0.0003635424
#> 
#> $SLV$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002107043 0.00185059 -0.004785036 0.0002135575
#> Sigma[2,2]  0.514174332 0.10765913  0.417344924 0.6990554033
#> 
#> $SLV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004271579 0.002219343  0.001582697  0.007297517
#> Sigma[3,2] -0.293559814 0.074915108 -0.398921625 -0.207041591
#> Sigma[3,3]  0.506091773 0.136258354  0.364060901  0.728516914
#> 
#> $SLV$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.003228297 0.001802011  0.00141064  0.005955463
#> Sigma[4,2] 0.020153125 0.054892557 -0.06002399  0.084691339
#> Sigma[4,3] 0.349288836 0.111830850  0.21201582  0.520520190
#> Sigma[4,4] 0.385523933 0.108993819  0.26904578  0.547883500
#> 
#> 
#> $SLV$A
#> $SLV$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.972421007 0.01856750  0.94455437   0.99588876
#> lag1_var2  0.020962614 0.03496041 -0.02317914   0.06952954
#> lag1_var3  0.032632705 0.06105635 -0.04504585   0.11936464
#> lag1_var4 -0.034935248 0.05690467 -0.11423548   0.03741535
#> const      0.813685983 0.24043240  0.56796618   1.21542121
#> exo1      -0.004682255 0.01456016 -0.02249159   0.01557414
#> exo2      -0.099923889 0.01962336 -0.12926498  -0.07535826
#> exo3       0.068791178 0.01147150  0.05600819   0.08476575
#> 
#> $SLV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.5411716 0.6714791  -2.3964818   -0.5748513
#> lag1_var2  2.9036080 1.7792257   0.4105449    5.1519589
#> lag1_var3  3.7007301 3.0066028  -0.6523683    7.3373826
#> lag1_var4 -3.2848884 2.8821797  -6.8701252    0.7651177
#> const     13.3066933 9.2268663   2.7690005   26.4589519
#> exo1      -0.2889978 0.6009573  -1.3396819    0.3092940
#> exo2       0.5739651 0.3905478   0.1802872    1.1875286
#> exo3       0.4760179 1.2561451  -0.5709465    2.4728176
#> 
#> $SLV$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.56615970 0.5178872   0.6565933    2.0382440
#> lag1_var2  0.64120014 1.2811115  -0.9967990    2.6797532
#> lag1_var3  1.15878135 2.1123582  -1.4649060    4.5084751
#> lag1_var4 -0.81965846 2.0602047  -4.0347794    1.8476458
#> const     -0.32539079 7.8676018 -12.4284965    9.9626218
#> exo1       0.06055339 0.3289578  -0.4347162    0.5253655
#> exo2      -2.97364432 0.6797173  -3.6841370   -1.9168388
#> exo3       0.27448541 0.9835759  -1.2242075    1.4442662
#> 
#> $SLV$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.6538536  0.6413141  -0.4353158    1.1989686
#> lag1_var2  2.1770260  1.1882374   1.1161730    4.3090293
#> lag1_var3  2.9971694  1.9998548   1.1985969    6.5900216
#> lag1_var4 -2.4106091  1.9522817  -5.9123938   -0.6521874
#> const      7.3803177 10.8722129  -3.5003822   26.2732649
#> exo1      -0.1248983  0.4712069  -0.9040140    0.4498236
#> exo2      -2.7700484  0.6407922  -3.6523816   -1.8391709
#> exo3       0.5820159  0.5777799  -0.2683333    1.3501548
#> 
#> 
#> 
#> $SOM
#> $SOM$Sigma
#> $SOM$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001556696 0.0005723705 0.001063161  0.002516141
#> 
#> $SOM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005295327 0.002172532 -0.008876631 -0.003419813
#> Sigma[2,2]  0.034060330 0.009342354  0.021938384  0.045786920
#> 
#> $SOM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001826585 0.001098740  0.000731787  0.003603765
#> Sigma[3,2] -0.014663977 0.003464233 -0.018741144 -0.008876607
#> Sigma[3,3]  0.015531921 0.003740784  0.011343184  0.021198956
#> 
#> $SOM$Sigma$equation4
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[4,1]  9.315173e-05 0.0007944417 -0.0008445906  0.0012833601
#> Sigma[4,2] -3.532924e-03 0.0021496195 -0.0065356955 -0.0008972631
#> Sigma[4,3]  1.171998e-02 0.0036635627  0.0072923847  0.0175764717
#> Sigma[4,4]  1.193427e-02 0.0037178827  0.0070570896  0.0175632582
#> 
#> 
#> $SOM$A
#> $SOM$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.01670029 0.03155536  0.972519355   1.05900968
#> lag1_var2 -0.09867771 0.04365198 -0.146666383  -0.02791185
#> lag1_var3 -0.17963800 0.12941387 -0.319088201   0.02780134
#> lag1_var4  0.19066750 0.11744165 -0.005030643   0.31041653
#> const     -0.01971229 0.44196180 -0.613072330   0.61051032
#> exo1       0.00359442 0.02970017 -0.021663177   0.05433338
#> exo2      -0.04588765 0.03878087 -0.088628165   0.01010634
#> exo3       0.02588936 0.04858232 -0.044116845   0.08701050
#> 
#> $SOM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.02995294 0.1522573 -0.22196104    0.1811330
#> lag1_var2  0.98691367 0.2200991  0.68123805    1.2982412
#> lag1_var3  0.66804731 0.5466546 -0.13677093    1.3208327
#> lag1_var4 -0.62315118 0.5087325 -1.25465060    0.1101448
#> const      3.69282134 2.1637732  0.76852563    6.7570666
#> exo1       0.04200722 0.2020071 -0.14003797    0.3924318
#> exo2       0.45771893 0.1678898  0.20424970    0.6622863
#> exo3       0.29986255 0.2438117  0.01158055    0.6696078
#> 
#> $SOM$A$equation3
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1  0.013560150 0.0824881 -0.066693950   0.15625452
#> lag1_var2  0.137659052 0.1029719  0.004914081   0.24985458
#> lag1_var3  0.918849419 0.2866948  0.508604414   1.27742863
#> lag1_var4 -0.004628464 0.2800754 -0.334396871   0.40966093
#> const     -0.481512933 1.6326164 -2.388132116   1.96481965
#> exo1      -0.019353714 0.1314916 -0.249904929   0.10764663
#> exo2      -0.480857508 0.1469698 -0.684638803  -0.27710606
#> exo3      -0.081409553 0.1173911 -0.252261933   0.07676842
#> 
#> $SOM$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.011493090 0.05871200 -0.08033890   0.07715374
#> lag1_var2  0.254100507 0.07658082  0.15796448   0.35631819
#> lag1_var3  0.507344865 0.23627290  0.17686431   0.75218320
#> lag1_var4  0.460127022 0.22697385  0.20121463   0.77728579
#> const     -0.134066890 1.30807474 -1.92702566   1.60713106
#> exo1       0.007277239 0.10317404 -0.13859925   0.13485375
#> exo2      -0.386742230 0.13115222 -0.57597695  -0.21837890
#> exo3       0.017472198 0.07234793 -0.07681036   0.11926603
#> 
#> 
#> 
#> $SRB
#> $SRB$Sigma
#> $SRB$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001138229 0.000289895 0.0007536834  0.001580345
#> 
#> $SRB$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0002760678 0.007581622 -0.007765415   0.01291777
#> Sigma[2,2]  2.4602350918 0.367341842  1.947684870   2.94793010
#> 
#> $SRB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001341836 0.006329482 -0.009538508  0.007504196
#> Sigma[3,2] -1.801380690 0.343881880 -2.128677637 -1.210877843
#> Sigma[3,3]  1.547877446 0.311529503  0.990979924  1.814658410
#> 
#> $SRB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001620905 0.002995217 -0.002988325  0.004966341
#> Sigma[4,2] -0.600580726 0.217236245 -0.773327240 -0.226675857
#> Sigma[4,3]  0.705014847 0.169914633  0.416663069  0.883518413
#> Sigma[4,4]  0.456157905 0.093402215  0.302346983  0.559125608
#> 
#> 
#> $SRB$A
#> $SRB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00382572 0.02283259  0.97790059   1.03966538
#> lag1_var2 -0.03726094 0.01970048 -0.06652531  -0.01502273
#> lag1_var3 -0.07029571 0.03768621 -0.12911551  -0.02602592
#> lag1_var4  0.06118259 0.03227642  0.02026694   0.11147142
#> const      0.42079525 0.42111065 -0.20937555   0.91929391
#> exo1       0.01743706 0.03883856 -0.04511629   0.06126899
#> exo2      -0.02530823 0.04246194 -0.07476946   0.04770280
#> exo3       0.03764174 0.04271940 -0.01983416   0.09769869
#> 
#> $SRB$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.5967718  0.9227905   -2.880801   -0.4621471
#> lag1_var2  3.1389255  1.0272725    1.626223    4.4392354
#> lag1_var3  4.4709883  1.9499317    1.627987    7.0257259
#> lag1_var4 -4.1837851  1.7220546   -6.464141   -1.6433685
#> const     27.2879126 14.6411315   10.741098   49.0436435
#> exo1      -1.8128789  1.0077617   -3.187855   -0.3146099
#> exo2      -1.0754242  1.8641214   -3.282877    1.2560546
#> exo3      -0.7142812  1.4490662   -2.976847    1.1926744
#> 
#> $SRB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.2866866 0.8212585   0.3111527    2.3906965
#> lag1_var2  -1.1820032 1.2458910  -2.8440940    0.6686730
#> lag1_var3  -1.4394744 2.3693979  -4.6730522    2.0283029
#> lag1_var4   2.2376661 2.0792413  -0.8422864    5.0884972
#> const     -22.3261059 9.2766708 -36.0552694  -12.2541642
#> exo1        0.2320650 0.5938337  -0.6812460    0.9463419
#> exo2       -0.1894021 1.2673262  -1.6505211    1.3476615
#> exo3        3.2023865 1.2771691   1.7152116    5.3183608
#> 
#> $SRB$A$equation4
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1   0.48271572 0.4621879  -0.06043178   1.20494291
#> lag1_var2   0.04581129 0.8742807  -1.12361068   1.33062281
#> lag1_var3   0.09024945 1.6728132  -2.19440697   2.49636707
#> lag1_var4   0.88653410 1.4701621  -1.24240819   2.89747508
#> const     -10.47032117 3.9548158 -14.36815046  -4.40085384
#> exo1       -0.85967041 0.3200655  -1.22991860  -0.38200017
#> exo2       -0.83962333 0.5484906  -1.39766874   0.05165853
#> exo3        3.24219474 0.7873931   2.22231493   4.33233554
#> 
#> 
#> 
#> $SSD
#> $SSD$Sigma
#> $SSD$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003383884 0.0006711476 0.002543902  0.004249754
#> 
#> $SSD$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006721839 0.001460465 -0.008864914 -0.005100323
#> Sigma[2,2]  0.050182068 0.007379077  0.042513658  0.060917161
#> 
#> $SSD$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.005732134 0.001083241  0.00469854  0.007518413
#> Sigma[3,2] -0.043690183 0.007192369 -0.05534170 -0.035815187
#> Sigma[3,3]  0.044848449 0.007581873  0.03507709  0.056913555
#> 
#> $SSD$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001195986 0.0003915903  0.0006273863  0.001600350
#> Sigma[4,2] -0.009820097 0.0030746585 -0.0145043571 -0.006367129
#> Sigma[4,3]  0.015717044 0.0031688713  0.0110542591  0.020336812
#> Sigma[4,4]  0.009529798 0.0019327506  0.0066714596  0.011387499
#> 
#> 
#> $SSD$A
#> $SSD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.90282715 0.01911288  0.87789275   0.92981397
#> lag1_var2 -0.12007098 0.12672294 -0.29536176   0.04388980
#> lag1_var3 -0.14932255 0.20859757 -0.44528868   0.11066856
#> lag1_var4  0.17437244 0.21402877 -0.08542268   0.48037124
#> const      0.63971261 0.93958367 -0.93260391   1.63132292
#> exo1       0.02361945 0.04094103 -0.03247558   0.07823301
#> exo2      -0.05168155 0.04903306 -0.12680458   0.01279571
#> exo3       0.10788797 0.06010082  0.03115926   0.19808158
#> 
#> $SSD$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.28971515 0.1169322  0.13356880    0.4460482
#> lag1_var2  0.61990025 0.4871584 -0.02926841    1.2479953
#> lag1_var3  0.26068542 0.6985175 -0.66142878    1.1561473
#> lag1_var4 -0.25437005 0.6979117 -1.16118635    0.6510272
#> const     -0.14546908 2.3573335 -3.55237354    2.6222567
#> exo1      -0.09770202 0.2161820 -0.32897520    0.2245013
#> exo2       1.58725753 0.2343724  1.20609999    1.8378833
#> exo3       0.60490895 0.2088178  0.28842205    0.8810739
#> 
#> $SSD$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.28856877 0.1190734  -0.4469929  -0.14061180
#> lag1_var2  0.90295870 0.4136406   0.3830824   1.51854046
#> lag1_var3  1.76961188 0.5836808   1.0075495   2.60363160
#> lag1_var4 -0.78447600 0.5709279  -1.5886936  -0.03258005
#> const      3.30117606 1.6958011   1.4601934   5.87754417
#> exo1       0.06612626 0.1853153  -0.1967210   0.27260370
#> exo2      -1.71303796 0.2015837  -1.8733678  -1.38680930
#> exo3      -0.20829321 0.1968532  -0.4947848   0.05173080
#> 
#> $SSD$A$equation4
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1086434278 0.05994957 -0.20831612  -0.05234500
#> lag1_var2  0.9552402630 0.21567702  0.72905253   1.28679881
#> lag1_var3  1.4250969498 0.32910187  1.06917812   1.91411303
#> lag1_var4 -0.4138007160 0.31489829 -0.87209841  -0.07592736
#> const      2.4019596829 0.61134634  1.46155835   3.10020471
#> exo1      -0.0002154758 0.08383367 -0.08732563   0.13855153
#> exo2      -0.6986063624 0.07240327 -0.77968555  -0.58371451
#> exo3       0.2411265122 0.07843300  0.11851113   0.31827414
#> 
#> 
#> 
#> $STP
#> $STP$Sigma
#> $STP$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0004051544 0.0001138475 0.000271981 0.0005755117
#> 
#> $STP$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0002081723 0.002106399 -0.002773616  0.002783782
#> Sigma[2,2] 0.2760576241 0.072101530  0.212744059  0.402768815
#> 
#> $STP$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0006037636 0.001456654 -0.002518806  0.001468873
#> Sigma[3,2] -0.1496911159 0.038596735 -0.216829660 -0.112004006
#> Sigma[3,3]  0.0884536038 0.020437191  0.064393465  0.122205001
#> 
#> $STP$Sigma$equation4
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0005622963 0.0004328823 -0.001253195 -5.621926e-05
#> Sigma[4,2]  0.0001430440 0.0079943114 -0.011044094  1.104645e-02
#> Sigma[4,3]  0.0080935609 0.0047589524  0.001557528  1.534411e-02
#> Sigma[4,4]  0.0092381999 0.0016515927  0.006886010  1.138854e-02
#> 
#> 
#> $STP$A
#> $STP$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.997735115 0.01339528  0.982615902  1.019285413
#> lag1_var2  0.008229535 0.03539153 -0.040637116  0.052065130
#> lag1_var3  0.001572411 0.06532471 -0.088445033  0.083244077
#> lag1_var4 -0.013051479 0.06221498 -0.089982397  0.073458569
#> const      0.591546614 0.22087128  0.238169172  0.804815013
#> exo1       0.015240948 0.01424396 -0.006453446  0.031019984
#> exo2      -0.016442993 0.01764321 -0.043464749  0.001193635
#> exo3      -0.023737169 0.02207718 -0.049006480  0.006603419
#> 
#> $STP$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7250196 0.3575192 -1.28943401   -0.3252342
#> lag1_var2  2.4094613 0.9514769  1.12761255    3.7711895
#> lag1_var3  2.9189958 1.6668047  0.60647823    5.2554919
#> lag1_var4 -2.7250540 1.6085305 -4.93028520   -0.4533586
#> const      5.8930417 6.2866180 -0.07591462   16.4879083
#> exo1       0.2759357 0.3926268 -0.33688958    0.7794088
#> exo2       1.4288932 0.6012914  0.57744443    2.0557820
#> exo3      -0.0883211 0.5010895 -0.63229452    0.6515937
#> 
#> $STP$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4447078 0.2052257   0.2018814   0.78143647
#> lag1_var2 -0.6642590 0.5112229  -1.3024289   0.09159684
#> lag1_var3 -0.4517825 0.9108530  -1.5066652   0.94104627
#> lag1_var4  1.2988624 0.8839451  -0.0743216   2.32175601
#> const     -2.0407769 3.6973439  -7.8395830   2.53188185
#> exo1      -0.1472561 0.2464160  -0.4683089   0.19676461
#> exo2      -1.2150499 0.3012156  -1.5787316  -0.80694283
#> exo3       0.2797916 0.2729166  -0.0854799   0.58203146
#> 
#> $STP$A$equation4
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.0355122468 0.06580964 -0.05900270    0.1132837
#> lag1_var2  0.2807999050 0.13632272  0.07836794    0.4756978
#> lag1_var3  0.4612514646 0.25060311  0.07410088    0.8081501
#> lag1_var4  0.5155756720 0.24394477  0.16887842    0.8785625
#> const      0.1045133729 0.95356165 -0.94758742    1.5932960
#> exo1       0.0004140879 0.07094531 -0.06287868    0.1146973
#> exo2      -0.5209706005 0.12347610 -0.65786022   -0.3214354
#> exo3       0.2725796344 0.09782924  0.16959564    0.4339581
#> 
#> 
#> 
#> $SUR
#> $SUR$Sigma
#> $SUR$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0008628608 0.0002071358  0.00051033  0.001090364
#> 
#> $SUR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009798646 0.005410988 -0.01787245  -0.00390067
#> Sigma[2,2]  1.083419989 0.273627924  0.82043303   1.49362010
#> 
#> $SUR$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006917988 0.00382306  0.002399023   0.01209741
#> Sigma[3,2] -0.629112651 0.16968616 -0.888244934  -0.46515280
#> Sigma[3,3]  0.444997040 0.11477277  0.319524869   0.62053739
#> 
#> $SUR$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.00244375 0.001669412  0.0001407636   0.00475578
#> Sigma[4,2] -0.11876311 0.060257143 -0.1970192081  -0.03772834
#> Sigma[4,3]  0.15787758 0.043785144  0.1040146564   0.22240629
#> Sigma[4,4]  0.11303970 0.024242499  0.0842013377   0.14965005
#> 
#> 
#> $SUR$A
#> $SUR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.04360288 0.01631346  1.02183962  1.068549641
#> lag1_var2 -0.07955100 0.02479022 -0.10712694 -0.040884375
#> lag1_var3 -0.14975289 0.05250366 -0.20938884 -0.068649624
#> lag1_var4  0.12790175 0.04828292  0.05457436  0.183362827
#> const      0.21622372 0.21284261 -0.11051636  0.446409391
#> exo1      -0.01945489 0.03116635 -0.06374407  0.018880776
#> exo2      -0.15211664 0.02109591 -0.17940186 -0.126433219
#> exo3      -0.04975132 0.02723231 -0.08213072 -0.009248243
#> 
#> $SUR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.5776703  1.1921701  -2.1358035    0.9268953
#> lag1_var2  2.0610504  1.6342963   0.3283455    4.5115920
#> lag1_var3  2.8424521  3.4351512  -0.7353096    7.9185896
#> lag1_var4 -2.7062060  3.1240083  -7.2932883    0.5278659
#> const      9.1069862 12.9425025  -7.7869955   26.9612567
#> exo1       0.2884836  0.7560159  -0.8275605    1.2233630
#> exo2       1.6249934  1.3356371  -0.1552081    3.1919688
#> exo3       0.2203209  0.8142350  -1.0734472    1.1921042
#> 
#> $SUR$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.9906956  0.8007826  -0.1986119   1.88431997
#> lag1_var2  -1.2464879  0.9669236  -2.6571978   0.05096985
#> lag1_var3  -1.8163158  2.0370410  -4.7794870   0.94952333
#> lag1_var4   2.5777005  1.8516847   0.1052162   5.27917803
#> const     -10.9507562 10.0063036 -23.9868838   2.47581922
#> exo1       -0.2159668  0.6604728  -1.0520099   0.72592280
#> exo2       -3.9957650  0.7092197  -4.8549599  -3.10435273
#> exo3        0.2614645  0.6224437  -0.6445995   1.00284559
#> 
#> $SUR$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.75468556 0.3863695   0.24881815   1.23242010
#> lag1_var2 -0.61588919 0.4724811  -1.25760103   0.06929871
#> lag1_var3 -1.19132566 1.0038227  -2.56361359   0.22853517
#> lag1_var4  2.03406264 0.9081985   0.76014974   3.28273976
#> const     -8.18423295 4.7719905 -14.76795529  -2.07507176
#> exo1      -0.07308421 0.3668151  -0.55941480   0.45790068
#> exo2      -3.42706112 0.2486617  -3.73077971  -3.09421633
#> exo3       0.41070324 0.3740681  -0.08045934   0.89036015
#> 
#> 
#> 
#> $SVK
#> $SVK$Sigma
#> $SVK$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000717684 0.0001793001 0.0004762301 0.0009635422
#> 
#> $SVK$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02037404 0.006167679 -0.02865537  -0.01210093
#> Sigma[2,2]  1.82798866 0.462748710  1.21950915   2.45801656
#> 
#> $SVK$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0113746 0.003816203  0.00623276    0.0164438
#> Sigma[3,2] -1.1839708 0.363080696 -1.72692449   -0.7714608
#> Sigma[3,3]  0.9257201 0.323103104  0.62291842    1.4179589
#> 
#> $SVK$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0008886176 0.001320112 -0.002285053 0.0009720856
#> Sigma[4,2] -0.1075699346 0.142564988 -0.345415094 0.0276066127
#> Sigma[4,3]  0.2476329271 0.148727040  0.097163415 0.4867845155
#> Sigma[4,4]  0.2060134749 0.077914303  0.117052851 0.3154879071
#> 
#> 
#> $SVK$A
#> $SVK$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.984319458 0.01917254  0.967567831   1.01297098
#> lag1_var2 -0.001322268 0.03942996 -0.061392139   0.04534952
#> lag1_var3 -0.005498284 0.06666638 -0.107294934   0.07221128
#> lag1_var4  0.002301522 0.06266018 -0.070375191   0.09792176
#> const      0.588425850 0.30237437  0.097564066   0.93150880
#> exo1       0.022356800 0.02639884 -0.009060902   0.06183437
#> exo2      -0.049998876 0.02484203 -0.083428326  -0.01623882
#> exo3       0.027165649 0.02983398 -0.017396360   0.06073208
#> 
#> $SVK$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -2.3868374  0.7773772  -3.4160926   -1.4686676
#> lag1_var2  5.1152853  1.6057824   2.8678125    7.1465743
#> lag1_var3  7.1299342  2.7216931   3.3528010   10.6017287
#> lag1_var4 -6.5474527  2.5040895  -9.8217092   -3.0837696
#> const     26.3682855 10.1578742  15.0568964   42.1429371
#> exo1      -1.2594602  0.8834711  -2.6258751   -0.0985013
#> exo2       1.7716928  1.3762796   0.3546142    4.1459134
#> exo3       0.4929418  2.0210193  -2.0427550    3.3113079
#> 
#> $SVK$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.9249379 0.4801694   1.3098923    2.5217587
#> lag1_var2  -2.1488932 1.0388894  -3.5626823   -0.6041899
#> lag1_var3  -2.7541740 1.7481900  -5.1448684   -0.1611457
#> lag1_var4   3.2208680 1.6168907   0.7929026    5.4498652
#> const     -17.2475209 5.2367435 -23.2144493   -9.6234966
#> exo1        0.8779114 0.5735436   0.1164921    1.6279604
#> exo2       -1.6527300 0.9375849  -3.2517068   -0.5378362
#> exo3        0.6385352 1.1444578  -0.9820052    1.9439358
#> 
#> $SVK$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.55283754 0.3040928   0.17912708    0.9301966
#> lag1_var2  0.50172103 0.4561661  -0.03873850    1.1452082
#> lag1_var3  0.82212414 0.7697739  -0.09367176    1.8849206
#> lag1_var4 -0.00509182 0.6832977  -0.97854572    0.8057874
#> const     -3.02341519 4.4164667 -10.15370478    2.7800195
#> exo1       0.15397760 0.2498741  -0.21589938    0.4387185
#> exo2      -0.61604149 0.4209850  -1.14109412   -0.0016825
#> exo3       1.01619088 0.3798458   0.48794583    1.5043633
#> 
#> 
#> 
#> $SVN
#> $SVN$Sigma
#> $SVN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000695281 0.0001386719 0.0005186967 0.0009082532
#> 
#> $SVN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01466666 0.004378459 -0.02096328  -0.00936211
#> Sigma[2,2]  0.65084022 0.170403165  0.50315229   0.90962307
#> 
#> $SVN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01237503 0.004102554  0.00728361   0.01817578
#> Sigma[3,2] -0.49660744 0.142376038 -0.70038661  -0.32314651
#> Sigma[3,3]  0.71340544 0.173213099  0.50487385   0.98564637
#> 
#> $SVN$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004075641 0.002974596  0.0004202637  0.009051254
#> Sigma[4,2] -0.125046653 0.068259225 -0.2171266885 -0.026184070
#> Sigma[4,3]  0.454074594 0.107394824  0.3295990300  0.620366051
#> Sigma[4,4]  0.408731493 0.081628224  0.3164134676  0.531570301
#> 
#> 
#> $SVN$A
#> $SVN$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98739441 0.01885543  0.967535528   1.01820299
#> lag1_var2 -0.01972289 0.04700467 -0.067289273   0.05419512
#> lag1_var3 -0.03488643 0.08422382 -0.116842055   0.09099854
#> lag1_var4  0.03102058 0.08218971 -0.088346835   0.11507876
#> const      0.55536620 0.21231685  0.342414560   0.88031460
#> exo1       0.02100386 0.01903640 -0.004314129   0.04938209
#> exo2      -0.07427594 0.02547004 -0.097665365  -0.02986149
#> exo3       0.05842019 0.01917911  0.033995152   0.08153883
#> 
#> $SVN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0496424 0.4598359  -1.4977485   -0.2669504
#> lag1_var2  2.3758053 1.5098805   0.1391685    4.3435233
#> lag1_var3  2.4430396 2.7368458  -1.7401966    5.8093901
#> lag1_var4 -2.0424707 2.6462903  -5.3166233    1.9947294
#> const      2.4028220 9.0573338 -11.9332794   12.5312808
#> exo1      -0.8882207 0.7751258  -2.0112919    0.2135073
#> exo2       1.2520329 0.8712949   0.0345098    2.3574455
#> exo3       0.2515230 0.8860442  -0.5947833    1.7253258
#> 
#> $SVN$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8438810  0.6143558  0.01083742  1.671271631
#> lag1_var2  0.5883397  1.5297408 -0.97292487  3.036007007
#> lag1_var3  2.2244193  2.8059032 -0.61571943  6.748117009
#> lag1_var4 -1.6981345  2.7279442 -6.05865686  1.015078306
#> const      7.8987824 10.4398010 -4.02418894 22.531627195
#> exo1       0.9081873  0.6991885  0.03497566  1.935157578
#> exo2      -1.2593459  0.9686552 -2.43630852  0.004710797
#> exo3       0.2802317  0.7793625 -0.81166890  1.214302744
#> 
#> $SVN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2368863 0.5543742  -0.3959618    1.0713838
#> lag1_var2  1.7169686 0.9639619   0.5961912    3.2257483
#> lag1_var3  3.2334658 1.7484697   1.3192465    6.0416189
#> lag1_var4 -2.4679087 1.6420374  -5.1623473   -0.7072578
#> const      8.9306656 7.3436400  -0.6285687   17.9975343
#> exo1       0.4155274 0.5777924  -0.3558858    1.1969707
#> exo2      -0.5595352 0.7617222  -1.6366273    0.4795524
#> exo3       0.4461371 0.6967388  -0.6055836    1.2288353
#> 
#> 
#> 
#> $SWE
#> $SWE$Sigma
#> $SWE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003678239 7.873353e-05 0.0002637357 0.0004856804
#> 
#> $SWE$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008804903 0.002554146 -0.01240403 -0.005161096
#> Sigma[2,2]  0.674304682 0.181979769  0.51078427  0.989381119
#> 
#> $SWE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006390282 0.002565073  0.002575394  0.009997761
#> Sigma[3,2] -0.516487751 0.152775574 -0.750993752 -0.356417799
#> Sigma[3,3]  0.532116070 0.129736560  0.350049769  0.689697954
#> 
#> $SWE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0008741384 0.001428915 -0.001027903  0.003013678
#> Sigma[4,2] -0.0986345085 0.058162965 -0.167066920 -0.014853963
#> Sigma[4,3]  0.2228200971 0.054701704  0.132086443  0.279891857
#> Sigma[4,4]  0.1734716652 0.032390178  0.127028506  0.213091344
#> 
#> 
#> $SWE$A
#> $SWE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00073627 0.01404558  0.98654054 1.0220225681
#> lag1_var2 -0.01325680 0.02611399 -0.05498838 0.0131781649
#> lag1_var3 -0.02871141 0.04066251 -0.09282730 0.0123213918
#> lag1_var4  0.02045884 0.03856046 -0.01803838 0.0826866467
#> const      0.49208118 0.20614304  0.16911278 0.6952202836
#> exo1      -0.02099979 0.01700527 -0.04036767 0.0051743891
#> exo2      -0.01973033 0.01410982 -0.03342277 0.0008652465
#> exo3       0.03504150 0.01133580  0.02076975 0.0509274938
#> 
#> $SWE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.5020093 0.5224088 -2.42691989   -1.0704395
#> lag1_var2  2.6297365 1.3511708  1.20260587    4.8320535
#> lag1_var3  3.1072390 2.0874323  0.93750595    6.5458590
#> lag1_var4 -2.5598563 2.0299084 -5.92820724   -0.4347375
#> const      7.8673798 6.7343495  1.63605097   19.1446485
#> exo1       0.1406328 0.5737804 -0.65203572    0.8935449
#> exo2       0.8417985 0.6091290 -0.07574108    1.6465110
#> exo3       0.8112444 0.8981017 -0.39827755    1.7967561
#> 
#> $SWE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   2.0994566 0.6717288   1.4249950    3.1901935
#> lag1_var2  -2.8732859 1.2475556  -4.7134880   -1.4654151
#> lag1_var3  -3.9633966 1.9245481  -6.8725994   -1.8372573
#> lag1_var4   4.2516392 1.8142228   2.2784059    7.0732291
#> const     -12.8890723 8.4993493 -26.6526321   -4.2910678
#> exo1        0.0175204 0.4395833  -0.6614237    0.5637065
#> exo2       -0.8825383 0.6863474  -1.6921070    0.1788372
#> exo3       -0.3514592 0.8206836  -1.1953726    0.8111816
#> 
#> $SWE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.2050258 0.4446506   0.6888479    1.8471164
#> lag1_var2 -1.7406664 0.7707500  -2.9758216   -0.7687363
#> lag1_var3 -2.8379879 1.1980179  -4.7802111   -1.3616496
#> lag1_var4  3.4753067 1.1036557   2.1324433    5.2831622
#> const     -9.5758529 5.4325533 -18.1959924   -3.4548661
#> exo1       0.1135134 0.3471684  -0.3499840    0.6100402
#> exo2      -0.3461180 0.4622261  -0.9242236    0.3689555
#> exo3       0.2070604 0.3589089  -0.3081214    0.6643185
#> 
#> 
#> 
#> $SWZ
#> $SWZ$Sigma
#> $SWZ$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002104722 7.743876e-05 0.0001360313 0.0003376723
#> 
#> $SWZ$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002026938 0.001808271 -0.004804053 -1.696736e-05
#> Sigma[2,2]  0.620609061 0.148840045  0.413719091  8.347787e-01
#> 
#> $SWZ$Sigma$equation3
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0008158848 0.0007885596 -0.0001017568  0.001922888
#> Sigma[3,2] -0.3118931961 0.0769976969 -0.4232828285 -0.211059268
#> Sigma[3,3]  0.1646441431 0.0392101718  0.1152601103  0.220921895
#> 
#> $SWZ$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0003093826 0.0003836625 -0.0008980892 0.0001003526
#> Sigma[4,2]  0.0082603845 0.0136025997 -0.0057353527 0.0300397339
#> Sigma[4,3]  0.0052248681 0.0069875917 -0.0049359571 0.0151799063
#> Sigma[4,4]  0.0115053380 0.0030885761  0.0071715485 0.0151287682
#> 
#> 
#> $SWZ$A
#> $SWZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98696367 0.01411965  0.97383884  1.011195534
#> lag1_var2 -0.01164079 0.01452279 -0.03450444  0.006738177
#> lag1_var3 -0.02510871 0.02888918 -0.07003425  0.011386946
#> lag1_var4  0.02018903 0.02657253 -0.01274853  0.061257598
#> const      0.53624060 0.20116208  0.19767565  0.766152827
#> exo1      -0.02244071 0.01338314 -0.03773970 -0.003851247
#> exo2      -0.05273072 0.01999140 -0.08200101 -0.028526645
#> exo3       0.06373799 0.01629575  0.04615228  0.088957674
#> 
#> $SWZ$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.2777505  0.9904138 -2.50257606    0.1884783
#> lag1_var2  2.6625728  1.0555707  1.13694359    3.7669201
#> lag1_var3  3.2698515  2.0596085  0.29990760    5.4168458
#> lag1_var4 -2.9300774  1.8215699 -4.88666723   -0.2908897
#> const     11.6590210 11.1515316 -0.99102165   28.4410777
#> exo1      -0.4317369  0.4681834 -1.13006353    0.1718355
#> exo2       4.6741730  1.0032786  3.63886532    6.2131575
#> exo3       0.9418620  0.8211960  0.06522637    2.2172948
#> 
#> $SWZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7641811 0.4625296   0.0347988   1.29545910
#> lag1_var2 -0.9391854 0.5200163  -1.5385095  -0.14024752
#> lag1_var3 -0.8722732 1.0153232  -2.0391561   0.68058428
#> lag1_var4  1.6463149 0.8937037   0.2748518   2.70277330
#> const     -6.1306381 5.1757839 -13.7217948   0.05773161
#> exo1       0.1985829 0.2373582  -0.1282750   0.56650406
#> exo2      -2.6631751 0.5080617  -3.4249418  -2.13241421
#> exo3      -0.4118973 0.4483950  -1.0955822   0.07694334
#> 
#> $SWZ$A$equation4
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.06874435 0.12973945 -0.113273591   0.20586080
#> lag1_var2  0.04477597 0.16499954 -0.148001231   0.26930188
#> lag1_var3  0.05043794 0.32125379 -0.324089914   0.48838764
#> lag1_var4  0.93952576 0.27923719  0.549827286   1.26196005
#> const     -1.55097755 0.90972783 -2.520517491  -0.05263532
#> exo1      -0.03651040 0.11485510 -0.182448175   0.13444601
#> exo2      -0.45036097 0.07176507 -0.543372967  -0.34346533
#> exo3       0.05917421 0.07070443 -0.005815718   0.18223432
#> 
#> 
#> 
#> $SYR
#> $SYR$Sigma
#> $SYR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005583994 0.0008813541 0.004535556   0.00683912
#> 
#> $SYR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05933645 0.01280688 -0.07860797  -0.04549257
#> Sigma[2,2]  1.25194797 0.29686953  0.96032120   1.71494832
#> 
#> $SYR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05569454 0.01611494  0.03502378   0.07730157
#> Sigma[3,2] -0.98248926 0.31064937 -1.42655662  -0.58601467
#> Sigma[3,3]  1.10294484 0.30691448  0.66567329   1.52145216
#> 
#> $SYR$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03518442 0.01239302  0.01717988   0.04913203
#> Sigma[4,2] -0.49241612 0.21707047 -0.76866358  -0.18815614
#> Sigma[4,3]  0.76918692 0.20845367  0.47386201   1.05616290
#> Sigma[4,4]  0.63745008 0.14762202  0.45782325   0.85724917
#> 
#> 
#> $SYR$A
#> $SYR$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.939110128 0.02539529  0.917758100   0.98442753
#> lag1_var2  0.007418034 0.03526517 -0.050884182   0.04658362
#> lag1_var3  0.021032948 0.08577811 -0.119810836   0.11986406
#> lag1_var4 -0.011864157 0.07749132 -0.102578165   0.11475607
#> const      1.059402331 0.72814559 -0.032292077   1.98332748
#> exo1       0.060012536 0.06410677 -0.034902492   0.13300011
#> exo2       0.014282513 0.06374001 -0.050347181   0.11733247
#> exo3       0.048607196 0.05802253 -0.008778823   0.14019634
#> 
#> $SYR$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.3671917  0.4729423  -0.33923129    0.9261525
#> lag1_var2  0.7529555  0.5761625  -0.06683866    1.5552508
#> lag1_var3  0.0708538  1.3957285  -1.88708719    2.0531212
#> lag1_var4 -0.1618859  1.2863293  -1.95687968    1.6786276
#> const     -1.7120111 10.7069725 -13.31628293   14.0952389
#> exo1       1.3409059  0.7131324   0.28586456    2.1134591
#> exo2       2.0300113  1.3527935  -0.05039766    3.4389533
#> exo3       0.4261489  1.1966407  -1.15148550    1.9734897
#> 
#> $SYR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7890215 0.2841038  -1.1225615   -0.3462535
#> lag1_var2  0.9818398 0.4389382   0.3872874    1.5913263
#> lag1_var3  2.9809329 1.0140258   1.5691543    4.3865454
#> lag1_var4 -1.7645466 0.9235883  -3.0440805   -0.4977006
#> const      7.3900806 7.2614259  -2.6389448   15.7273546
#> exo1      -0.4477853 0.8657824  -1.3474204    0.9850284
#> exo2      -2.3335597 0.7002066  -3.0360808   -1.2491574
#> exo3      -0.3727123 0.9677700  -1.7244017    0.8717524
#> 
#> $SYR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7113411 0.1406846  -0.8978981   -0.5210816
#> lag1_var2  1.1065611 0.2264420   0.7690876    1.3811461
#> lag1_var3  2.5368047 0.5272790   1.8067611    3.2136035
#> lag1_var4 -1.3059591 0.4807994  -1.9210486   -0.6188184
#> const      6.0910568 4.0768388   1.8039669   12.2480333
#> exo1       0.1940155 0.7501038  -0.5927634    1.4886088
#> exo2      -1.7906797 0.3453964  -2.3960835   -1.4544493
#> exo3      -0.2174826 0.5720549  -1.0344753    0.5811596
#> 
#> 
#> 
#> $TCD
#> $TCD$Sigma
#> $TCD$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006026783 0.002035233 0.003417731  0.008820915
#> 
#> $TCD$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002184032 0.0010734021 -0.003663280 -0.000784330
#> Sigma[2,2]  0.005368807 0.0009981928  0.004134012  0.006664922
#> 
#> $TCD$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.004087513 0.004298572 -0.01052923  0.001391578
#> Sigma[3,2] -0.009852262 0.003683521 -0.01333069 -0.003980534
#> Sigma[3,3]  0.086596323 0.023024979  0.06136437  0.122359753
#> 
#> $TCD$Sigma$equation4
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[4,1] -0.005457966 0.004523210 -0.01216433  0.0001212068
#> Sigma[4,2] -0.006583817 0.003753275 -0.01091765 -0.0009577175
#> Sigma[4,3]  0.081330272 0.022336073  0.05630396  0.1157905789
#> Sigma[4,4]  0.078100973 0.021490727  0.05385013  0.1107017571
#> 
#> 
#> $TCD$A
#> $TCD$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.984185359 0.03452337   0.9436152  1.038515805
#> lag1_var2 -0.035748183 0.23182905  -0.3359600  0.269447690
#> lag1_var3  0.009134278 0.31209951  -0.4039947  0.388626433
#> lag1_var4 -0.011805645 0.31479327  -0.3952041  0.405457406
#> const      0.616102524 0.92029069  -0.8909061  1.658911840
#> exo1      -0.006150485 0.10916852  -0.1471565  0.136424292
#> exo2      -0.118667760 0.08194897  -0.2218856 -0.009690931
#> exo3      -0.098700874 0.04035918  -0.1476224 -0.034838529
#> 
#> $TCD$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02640686 0.04264335 -0.02999723   0.08030105
#> lag1_var2  0.48658686 0.25805246  0.11404551   0.78070715
#> lag1_var3 -0.15942507 0.39061684 -0.68520687   0.34114672
#> lag1_var4  0.15164352 0.39104567 -0.34936979   0.67639077
#> const      0.27151096 1.03330232 -1.18752793   1.59929998
#> exo1       0.02705573 0.05534058 -0.03516280   0.11347588
#> exo2       0.63107206 0.07801971  0.53553189   0.75271454
#> exo3       0.15037463 0.05229273  0.07818400   0.21971820
#> 
#> $TCD$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.26249575 0.1106442  -0.4096233   -0.1210509
#> lag1_var2  1.75690990 0.5992227   0.7714393    2.4440909
#> lag1_var3  2.77985024 0.8842518   1.2951117    3.6483125
#> lag1_var4 -1.79372020 0.8800483  -2.6513522   -0.3157167
#> const      5.94333230 2.4057893   2.6552453    9.2264262
#> exo1       0.03240598 0.1972145  -0.2175972    0.2946663
#> exo2      -0.60765385 0.2976013  -0.9148642   -0.1831596
#> exo3      -0.15929051 0.2524666  -0.4780861    0.2153281
#> 
#> $TCD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.22825733 0.1077159  -0.3737117  -0.08942448
#> lag1_var2  1.73691240 0.6079559   0.7965616   2.48265407
#> lag1_var3  2.14025185 0.8718861   0.7192321   3.11200229
#> lag1_var4 -1.15271619 0.8675225  -2.1144903   0.26220639
#> const      5.29832171 2.2594864   2.1619249   8.32576801
#> exo1       0.05125270 0.2087365  -0.2330252   0.31381842
#> exo2      -0.23224370 0.2897890  -0.5684555   0.18701199
#> exo3      -0.06861444 0.2396046  -0.3605504   0.29595781
#> 
#> 
#> 
#> $TGO
#> $TGO$Sigma
#> $TGO$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002714813 0.0008960539 0.001723896  0.004103097
#> 
#> $TGO$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006029967 0.003374351 -0.01121887 -0.002494407
#> Sigma[2,2]  0.109062911 0.023665119  0.08058151  0.142624571
#> 
#> $TGO$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002765535 0.002371131 -5.939143e-05  0.006082024
#> Sigma[3,2] -0.066900832 0.019827343 -9.662286e-02 -0.043892209
#> Sigma[3,3]  0.051247069 0.017227150  3.128085e-02  0.076642979
#> 
#> $TGO$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0008539858 0.001359996 -0.003116064 0.0005955304
#> Sigma[4,2] -0.0033046398 0.008768155 -0.015344093 0.0068025341
#> Sigma[4,3]  0.0126883040 0.006414339  0.004839951 0.0210208048
#> Sigma[4,4]  0.0112619979 0.003836417  0.008032661 0.0172628053
#> 
#> 
#> $TGO$A
#> $TGO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98796891 0.03253506  0.94473068   1.03440257
#> lag1_var2 -0.03091792 0.09798580 -0.10728317   0.13491434
#> lag1_var3 -0.01484538 0.17230687 -0.16870757   0.27396424
#> lag1_var4  0.01077308 0.17449795 -0.28577262   0.15823655
#> const      0.61562102 0.67814200 -0.18032998   1.70062112
#> exo1       0.00558078 0.04029723 -0.05725794   0.05546101
#> exo2      -0.03008893 0.05728833 -0.11240105   0.04195155
#> exo3      -0.02528097 0.08196329 -0.14682096   0.07266819
#> 
#> $TGO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2170007 0.1818229  -0.5162316  -0.03293393
#> lag1_var2  0.4612154 0.9046765  -0.8098251   1.69613813
#> lag1_var3 -0.6362474 1.5814950  -2.8432721   1.48844020
#> lag1_var4  0.7393391 1.5583703  -1.3706967   2.92966765
#> const     -0.7707996 2.7879978  -3.7855881   3.47875126
#> exo1      -0.4803774 0.2150873  -0.7693320  -0.19069104
#> exo2       0.1234179 0.3689865  -0.2164095   0.76443543
#> exo3       0.2307950 0.3247131  -0.2277806   0.66261031
#> 
#> $TGO$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.18603815 0.1229007  0.03303977    0.3577196
#> lag1_var2  0.82221529 0.6206443 -0.06902370    1.6089905
#> lag1_var3  2.18638552 1.0694989  0.61815643    3.5428070
#> lag1_var4 -1.31206261 1.0541080 -2.64633525    0.2218283
#> const      2.83817059 1.9225399 -0.17358190    5.0432686
#> exo1       0.30521405 0.1894183 -0.01637572    0.5132588
#> exo2      -0.64330780 0.2649101 -1.12368115   -0.4046645
#> exo3       0.03562656 0.2063138 -0.19979511    0.3319227
#> 
#> $TGO$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.06330242 0.06904140 -0.02660268    0.1628453
#> lag1_var2  0.77233422 0.30173819  0.44467516    1.2229434
#> lag1_var3  1.26437263 0.50921480  0.69331359    2.0252903
#> lag1_var4 -0.31696408 0.51162572 -1.08846341    0.2550304
#> const      1.54053783 1.02642644  0.40168107    2.9973404
#> exo1       0.02459624 0.10703868 -0.14014626    0.1535284
#> exo2      -0.58680279 0.07525644 -0.70330161   -0.5000385
#> exo3       0.18014829 0.14344294 -0.01383501    0.3761632
#> 
#> 
#> 
#> $THA
#> $THA$Sigma
#> $THA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001234495 0.0004513701 0.0007778226  0.001997703
#> 
#> $THA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01206658 0.003567995 -0.01799602 -0.008517963
#> Sigma[2,2]  0.25059954 0.051863721  0.18863147  0.329593930
#> 
#> $THA$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01218813 0.009688443  0.003608561   0.02853781
#> Sigma[3,2] -0.22278654 0.113426735 -0.401185528  -0.11555536
#> Sigma[3,3]  0.67860509 0.340937891  0.447586924   1.20584689
#> 
#> $THA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003409269 0.008010469 -0.003237202   0.01697153
#> Sigma[4,2] -0.039137228 0.104361088 -0.204414389   0.06387396
#> Sigma[4,3]  0.518684992 0.265951068  0.340468510   0.94553716
#> Sigma[4,4]  0.493447206 0.198880878  0.355764018   0.82052913
#> 
#> 
#> $THA$A
#> $THA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97758870 0.02020509  0.95321125  1.010348567
#> lag1_var2  0.03491788 0.11487798 -0.07925059  0.224708984
#> lag1_var3  0.02942752 0.16510604 -0.14824561  0.301470249
#> lag1_var4 -0.03108033 0.16391379 -0.30055728  0.145924288
#> const      0.73220539 0.49866478 -0.09965794  1.214101734
#> exo1      -0.01786236 0.01481963 -0.03987280 -0.001160734
#> exo2      -0.08765849 0.04484797 -0.15426511 -0.031177170
#> exo3      -0.02954472 0.03058804 -0.06518489  0.016323129
#> 
#> $THA$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.217921440 0.2324093  -0.5155260   0.05234867
#> lag1_var2  0.491247329 1.7590830  -2.2802721   2.59260726
#> lag1_var3  0.045815827 2.3685556  -3.5624061   2.95686823
#> lag1_var4  0.006486048 2.3698851  -2.8748910   3.64332083
#> const      2.602031066 6.1112127  -6.2950981  10.78570796
#> exo1      -0.100163812 0.3285076  -0.5454813   0.36452813
#> exo2       0.436565864 0.8235710  -0.8984686   1.37724063
#> exo3       0.479521976 0.4935455  -0.2605362   1.06543879
#> 
#> $THA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04261642 0.4572747  -0.7691151    0.4950289
#> lag1_var2  1.59058101 2.2124560  -1.1418739    4.7842791
#> lag1_var3  2.39427911 3.1227258  -1.2634678    6.8694624
#> lag1_var4 -1.44762330 3.0942559  -5.9068710    2.2025963
#> const      3.98535771 9.4806647  -5.1874012   19.6262873
#> exo1       0.69162523 0.7880217  -0.2103244    1.7976248
#> exo2      -0.03902203 0.6341518  -0.7256800    0.7869554
#> exo3      -0.12742203 0.8682631  -1.3642686    1.1449878
#> 
#> $THA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1895334 0.3406655  -0.7956739    0.1324665
#> lag1_var2  1.5830090 1.8799882  -0.1751592    4.6633740
#> lag1_var3  1.9293277 2.6083794  -0.4144089    6.3058577
#> lag1_var4 -0.9386138 2.5937646  -5.2910395    1.3981379
#> const      5.1385006 7.8373707  -2.2462960   19.4115601
#> exo1       0.6168208 0.6961072  -0.2900177    1.6970906
#> exo2       0.2615707 0.5506871  -0.4607539    1.0561667
#> exo3       0.2085610 0.6058148  -0.7082017    0.9443447
#> 
#> 
#> 
#> $TJK
#> $TJK$Sigma
#> $TJK$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002462997 0.0004369515 0.001814401  0.002937189
#> 
#> $TJK$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] 0.002463429 0.008668602 -0.01079093   0.01242165
#> Sigma[2,2] 0.660281284 0.100193377  0.51004694   0.77731321
#> 
#> $TJK$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.003795935 0.003983645 -0.008531556  0.002077219
#> Sigma[3,2] -0.278481846 0.053107585 -0.337084682 -0.197826018
#> Sigma[3,3]  0.164665020 0.029804913  0.118803274  0.200712835
#> 
#> $TJK$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002757439 0.001680946 -0.005074607 -0.0004910419
#> Sigma[4,2]  0.018013154 0.032539271 -0.026946597  0.0660289545
#> Sigma[4,3]  0.044696325 0.014795906  0.030704799  0.0694550781
#> Sigma[4,4]  0.058591583 0.010741457  0.045548685  0.0754358626
#> 
#> 
#> $TJK$A
#> $TJK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.070733762 0.01905046  1.04074714  1.093046508
#> lag1_var2  0.011963420 0.06127507 -0.07545047  0.098138376
#> lag1_var3 -0.043302607 0.13907358 -0.23893679  0.157410519
#> lag1_var4 -0.008979073 0.13575095 -0.20617385  0.178489405
#> const      0.388527098 0.46241116 -0.31011968  0.925658015
#> exo1      -0.034946938 0.03111744 -0.07512407  0.009756861
#> exo2      -0.008646467 0.05039511 -0.06651065  0.066128483
#> exo3      -0.035179035 0.06335445 -0.13047938  0.036010365
#> 
#> $TJK$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.2607525 0.3572034  -1.6642764   -0.7446527
#> lag1_var2  1.6783777 0.8576599   0.3657691    2.6538981
#> lag1_var3  2.1568453 1.9575836  -0.7515611    4.4509596
#> lag1_var4 -1.7278335 1.9560615  -4.0353139    1.1969833
#> const     12.3934736 8.2977132  -0.7421000   22.6448852
#> exo1       0.1144543 0.8849403  -1.1976038    0.9603356
#> exo2       0.7731870 1.3000758  -1.2808643    2.1192362
#> exo3       0.3276442 0.8005518  -0.7645431    1.2510808
#> 
#> $TJK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4748225 0.2388847  0.09159234    0.7061524
#> lag1_var2 -0.2269007 0.4165154 -0.75943472    0.3174504
#> lag1_var3  0.2288105 0.9561489 -0.99761048    1.4975484
#> lag1_var4  0.5760856 0.9522677 -0.68668758    1.7763845
#> const     -3.3958979 5.7450523 -9.18727189    5.3070997
#> exo1      -0.3976362 0.5046869 -0.87158710    0.3589742
#> exo2      -0.7283019 0.7166770 -1.45395587    0.4386370
#> exo3      -0.1525139 0.3707443 -0.64617670    0.3513238
#> 
#> $TJK$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.094246114 0.1234518  -0.2621899   0.05548016
#> lag1_var2  0.226279389 0.2825569  -0.1389044   0.60099501
#> lag1_var3  0.532336117 0.6530519  -0.3223250   1.40480243
#> lag1_var4  0.486347844 0.6304583  -0.3424899   1.31676843
#> const      1.285866232 3.0889741  -2.6375441   5.78850979
#> exo1      -0.408616228 0.2664231  -0.8089945  -0.02875205
#> exo2      -0.414711033 0.2316180  -0.6567553  -0.07317438
#> exo3      -0.009699417 0.2494469  -0.3558331   0.30875488
#> 
#> 
#> 
#> $TKM
#> $TKM$Sigma
#> $TKM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005269394 0.001418885 0.003531955  0.007631973
#> 
#> $TKM$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0179683 0.01272327 -0.03985966 -0.006167855
#> Sigma[2,2]  0.6137026 0.15912337  0.37997900  0.805603143
#> 
#> $TKM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.02951616 0.01278539 -0.04929947  -0.01678671
#> Sigma[3,2] -0.13984025 0.07718331 -0.25082855  -0.04868991
#> Sigma[3,3]  0.33995414 0.10747932  0.22940159   0.50310513
#> 
#> $TKM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.04133289 0.01369199 -0.06488551  -0.02790787
#> Sigma[4,2]  0.20311530 0.09886299  0.10608349   0.37534725
#> Sigma[4,3]  0.27896012 0.12518557  0.15138328   0.47277643
#> Sigma[4,4]  0.41104963 0.12942767  0.26959640   0.62690662
#> 
#> 
#> $TKM$A
#> $TKM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00677914 0.03605937  0.97234952   1.06702476
#> lag1_var2  0.03550232 0.12097456 -0.16591939   0.15419154
#> lag1_var3  0.03367132 0.22644047 -0.34469999   0.25672838
#> lag1_var4 -0.05282805 0.22466503 -0.27079848   0.32162346
#> const      0.75057773 0.83137909 -0.51235335   1.67234038
#> exo1       0.10902116 0.05243729  0.04934582   0.18422685
#> exo2      -0.08265814 0.07544883 -0.19161114   0.01589004
#> exo3      -0.10990979 0.04937610 -0.16537954  -0.03133381
#> 
#> $TKM$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.2266438  0.6080131  -0.7582735    0.8103457
#> lag1_var2  -1.8140262  2.0491707  -4.1740141    1.0501153
#> lag1_var3  -4.7413504  3.7860685  -8.9836475    0.5899593
#> lag1_var4   4.9163942  3.7416407  -0.3738950    9.1154538
#> const     -12.0881334 12.5217089 -23.9419327    8.4501790
#> exo1       -1.1160826  0.3103499  -1.4764310   -0.6419895
#> exo2        0.3856999  0.8712262  -0.7135954    1.5576745
#> exo3        1.2316939  0.6092904   0.6079283    2.1964120
#> 
#> $TKM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2618434 0.3031633  -0.6195817   0.25852186
#> lag1_var2  1.4808528 1.0233378  -0.1518118   2.76607893
#> lag1_var3  3.6736391 1.8673802   0.7081513   6.02362960
#> lag1_var4 -2.7270093 1.8607790  -5.0788131   0.24060480
#> const      8.2770003 7.1160237  -3.8895012  16.38355833
#> exo1      -0.1487091 0.4348933  -0.7789191   0.42927008
#> exo2      -1.3826196 0.6643646  -2.4840120  -0.67283196
#> exo3      -0.6935024 0.4164096  -1.2273783  -0.08818073
#> 
#> $TKM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.14115648 0.3372224  -0.6516568    0.2803203
#> lag1_var2  0.15676446 1.0582112  -0.9680992    1.8789433
#> lag1_var3  0.48644700 1.9582964  -1.5196884    3.6854228
#> lag1_var4  0.57336616 1.9557112  -2.6185156    2.6129065
#> const      0.82584976 8.5966588 -11.5804748   12.1512470
#> exo1      -0.77960425 0.5264715  -1.5489101   -0.1148273
#> exo2      -1.26031194 0.6570696  -2.1408817   -0.4687153
#> exo3      -0.03271763 0.4709136  -0.7733473    0.4991907
#> 
#> 
#> 
#> $TLS
#> $TLS$Sigma
#> $TLS$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003393639 0.001119335 0.002132574   0.00524461
#> 
#> $TLS$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002276701 0.002604789 -0.00603859  0.001017432
#> Sigma[2,2]  0.063296413 0.015974743  0.04316882  0.083897981
#> 
#> $TLS$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.009688728 0.00417210 -0.01583694 -0.005154407
#> Sigma[3,2] -0.022979510 0.02127554 -0.06104478 -0.003283347
#> Sigma[3,3]  0.217891065 0.05268497  0.14941400  0.288028748
#> 
#> $TLS$Sigma$equation4
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0115885 0.00483033 -0.01973547 -0.006762864
#> Sigma[4,2]  0.0199071 0.02004674 -0.01135101  0.041793969
#> Sigma[4,3]  0.2100048 0.05091533  0.14676202  0.281707171
#> Sigma[4,4]  0.2314819 0.05090586  0.17484971  0.313206777
#> 
#> 
#> $TLS$A
#> $TLS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99819254 0.02301784  0.97151986  1.031840106
#> lag1_var2 -0.07055151 0.05183031 -0.14233784  0.003517443
#> lag1_var3 -0.11280110 0.08204702 -0.21426695  0.013418341
#> lag1_var4  0.11204268 0.08110478 -0.01310265  0.210829591
#> const      0.10347022 0.55287347 -0.52836696  0.927746712
#> exo1       0.04756804 0.05861005 -0.04482905  0.117830657
#> exo2      -0.09239906 0.08357483 -0.19869385  0.033992566
#> exo3      -0.01236915 0.04988011 -0.08833486  0.037301448
#> 
#> $TLS$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.18627973 0.07032564 -0.28388463  -0.09380921
#> lag1_var2  0.80398907 0.59936174  0.02025737   1.66697787
#> lag1_var3 -0.24731632 0.86477687 -1.33146259   1.04235034
#> lag1_var4  0.29872346 0.86785939 -0.98429135   1.38023886
#> const      0.44432277 2.54771738 -2.29072118   4.26499889
#> exo1      -0.10453670 0.25528820 -0.51337391   0.16575247
#> exo2      -0.02402529 0.24291113 -0.30999047   0.30075891
#> exo3      -0.10568946 0.33132258 -0.44794528   0.36850448
#> 
#> $TLS$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.25904264 0.2568371  -0.1519983    0.5647817
#> lag1_var2  0.29986260 1.1019349  -1.4768481    1.4916003
#> lag1_var3  1.52224555 1.6998756  -1.2108428    3.3651943
#> lag1_var4 -0.67271068 1.6650738  -2.4763794    2.0287802
#> const      4.99861300 5.2443451  -3.5705129   10.5726805
#> exo1       0.02674322 0.5708043  -0.8231561    0.6018201
#> exo2      -0.70406537 0.5696046  -1.5658007   -0.1019392
#> exo3      -0.64065774 0.5926402  -1.4836389    0.1954487
#> 
#> $TLS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.13796801 0.2510238  -0.2257596   0.45342961
#> lag1_var2  0.47448404 0.9736955  -1.0630110   1.33974689
#> lag1_var3  0.81533524 1.4925032  -1.4836718   2.19915407
#> lag1_var4  0.07825252 1.4502528  -1.2426838   2.35241466
#> const      4.58416194 5.1118533  -3.2406800   9.84446985
#> exo1      -0.04550708 0.5821030  -0.9111612   0.72127711
#> exo2      -0.74305894 0.5981830  -1.5325406  -0.07730128
#> exo3      -0.72798551 0.5816250  -1.5877829   0.03213413
#> 
#> 
#> 
#> $TON
#> $TON$Sigma
#> $TON$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006653773 0.0001603529 0.0004396748 0.0008626692
#> 
#> $TON$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] 0.003918108 0.001840456  0.00123771  0.006393686
#> Sigma[2,2] 0.233243057 0.057578587  0.17654592  0.330349905
#> 
#> $TON$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.001982997 0.001629987 -0.003915942  0.0002120877
#> Sigma[3,2] -0.122443480 0.028400140 -0.168237458 -0.0952104213
#> Sigma[3,3]  0.179403345 0.034635036  0.127573092  0.2183781312
#> 
#> $TON$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0002611425 0.001643341 -0.001598238  0.002885081
#> Sigma[4,2] 0.0112984743 0.022074653 -0.014287886  0.042551156
#> Sigma[4,3] 0.1110196549 0.032519666  0.064343116  0.155799409
#> Sigma[4,4] 0.1193987035 0.034805660  0.080285294  0.177720040
#> 
#> 
#> $TON$A
#> $TON$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.968965636 0.02253810  0.937992767  1.001604575
#> lag1_var2 -0.003535937 0.08860392 -0.099737360  0.142213652
#> lag1_var3 -0.007787889 0.15356888 -0.171008060  0.248684817
#> lag1_var4  0.007615328 0.15093147 -0.243969012  0.168459813
#> const      0.638416148 0.30400393  0.148790096  1.019293944
#> exo1       0.025464408 0.02448367 -0.006258114  0.058103554
#> exo2      -0.001253454 0.02196879 -0.032588136  0.024268676
#> exo3      -0.028994930 0.01729867 -0.050823226 -0.005662373
#> 
#> $TON$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.28781897 0.4209138  -0.9007236    0.3168057
#> lag1_var2  0.97711710 1.2007061  -0.9457799    2.4952877
#> lag1_var3  0.23054658 2.0731704  -3.0298310    2.9330761
#> lag1_var4 -0.18470540 2.0636971  -2.8748572    3.0595459
#> const      3.50260619 7.9060992  -7.2640646   14.9446581
#> exo1      -0.09839104 0.3872463  -0.5180351    0.5485350
#> exo2       0.51041676 0.4221265  -0.1188374    1.0513286
#> exo3      -0.18758532 0.3893509  -0.7470118    0.2674616
#> 
#> $TON$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.37143245 0.3161903  -0.8493007   0.01405014
#> lag1_var2  1.25261402 0.9948609   0.1616870   2.75366411
#> lag1_var3  3.21518820 1.7048215   1.2698822   5.72680203
#> lag1_var4 -2.21926439 1.6961361  -4.7211412  -0.27289058
#> const      7.49996921 6.2933832  -0.1601455  16.40290712
#> exo1      -0.06870121 0.2934888  -0.4656394   0.32189284
#> exo2      -0.67535332 0.3778272  -1.1380355  -0.12494280
#> exo3       0.02666579 0.4617560  -0.4745000   0.82365271
#> 
#> $TON$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.53088295 0.2222731  -0.8350599 -0.233125002
#> lag1_var2  1.49918930 0.6708702   0.4153952  2.261897522
#> lag1_var3  2.80618467 1.1203553   1.0244055  4.078800562
#> lag1_var4 -1.77222175 1.1115282  -3.0310280 -0.005022054
#> const      8.73338229 4.2966500   3.8729751 14.770031334
#> exo1      -0.12630286 0.3581559  -0.5092798  0.423337739
#> exo2      -0.41124330 0.3864942  -1.0571247  0.074364703
#> exo3      -0.06917589 0.3367114  -0.5671676  0.430169115
#> 
#> 
#> 
#> $TTO
#> $TTO$Sigma
#> $TTO$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001475196 0.0003786493 0.0008801252  0.001948512
#> 
#> $TTO$Sigma$equation2
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0029084 0.003170467 -0.007238545  0.000547536
#> Sigma[2,2]  0.3559781 0.063158212  0.272404684  0.442689308
#> 
#> $TTO$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01280647 0.005306551  0.005254733   0.01999756
#> Sigma[3,2] -0.24808960 0.051023112 -0.319554693  -0.18232445
#> Sigma[3,3]  0.52683664 0.122170665  0.341406883   0.65747906
#> 
#> $TTO$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01149576 0.004552833  0.004731795   0.01720448
#> Sigma[4,2] -0.04291467 0.039956147 -0.086456366   0.01404559
#> Sigma[4,3]  0.40769433 0.106349643  0.249127828   0.50649512
#> Sigma[4,4]  0.40957214 0.098445722  0.272165636   0.52300407
#> 
#> 
#> $TTO$A
#> $TTO$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.992059744 0.03684156  0.94943102  1.045985634
#> lag1_var2 -0.078587972 0.05246572 -0.15232306 -0.002438964
#> lag1_var3 -0.138386632 0.09160484 -0.26964912 -0.005966468
#> lag1_var4  0.135806015 0.08390302  0.01538524  0.255032269
#> const      0.341543488 0.48740516 -0.26309137  1.025307528
#> exo1       0.009183965 0.03327571 -0.03675040  0.049376305
#> exo2      -0.119336298 0.05032408 -0.18576194 -0.054699597
#> exo3       0.001587736 0.03827000 -0.05640826  0.047022263
#> 
#> $TTO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0778543 0.5370677  -1.7928242   -0.3839336
#> lag1_var2  3.1784170 0.9677997   1.7224654    4.4180171
#> lag1_var3  3.8590415 1.6920799   1.3139805    6.0503612
#> lag1_var4 -3.6864710 1.6022118  -5.7537120   -1.2541204
#> const     15.7709206 9.0823190   4.5417198   29.6997388
#> exo1      -0.4507024 0.6503338  -1.3995052    0.3093952
#> exo2       0.8150133 0.6083555   0.2725317    1.8762663
#> exo3       0.3502950 0.4990520  -0.3152493    1.0504423
#> 
#> $TTO$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.8642464 0.6083726   0.21171532    1.8121427
#> lag1_var2 -1.7369854 0.9399182  -2.99550573   -0.6537258
#> lag1_var3 -2.1536191 1.6489242  -4.37007910   -0.2716908
#> lag1_var4  2.9555853 1.5570708   1.15116083    5.0724072
#> const     -9.5749751 9.7836588 -25.11004677    0.3183212
#> exo1       0.6797066 0.6335340  -0.09918342    1.5927900
#> exo2      -2.1168194 0.9390026  -3.54046787   -1.0450471
#> exo3      -1.0342863 0.7758503  -2.14443545   -0.1360355
#> 
#> $TTO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2527794 0.4800933  -0.3067854    0.9458773
#> lag1_var2 -0.2841603 0.7624469  -1.3462486    0.9057986
#> lag1_var3 -0.6061412 1.3325876  -2.4946145    1.4416063
#> lag1_var4  1.5188306 1.2515178  -0.4371719    3.2603513
#> const     -1.4190696 7.1308933 -10.4103472    8.6138005
#> exo1       0.4102450 0.6136497  -0.2642774    1.3421653
#> exo2      -1.7037611 0.8239437  -3.0842054   -0.8127969
#> exo3      -0.8711652 0.7609094  -2.1677683   -0.1266495
#> 
#> 
#> 
#> $TUN
#> $TUN$Sigma
#> $TUN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003304484 7.054485e-05 0.0002513058 0.0004342049
#> 
#> $TUN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00904329 0.002978095 -0.01352018 -0.005377767
#> Sigma[2,2]  0.99199036 0.197450009  0.73889649  1.246265517
#> 
#> $TUN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003986414 0.001218186  0.002500229  0.005785634
#> Sigma[3,2] -0.355928062 0.097523801 -0.480977411 -0.232750936
#> Sigma[3,3]  0.231609528 0.047413656  0.173333179  0.307589452
#> 
#> $TUN$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.000347856 0.0008107431 -0.001658903 0.0003857132
#> Sigma[4,2]  0.132741494 0.0862403686  0.041155044 0.2631796496
#> Sigma[4,3]  0.074397081 0.0310795725  0.029651318 0.1081993789
#> Sigma[4,4]  0.161258997 0.0453012345  0.113552974 0.2311805511
#> 
#> 
#> $TUN$A
#> $TUN$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.962372688 0.007745711  0.952606935  0.973159469
#> lag1_var2  0.021573057 0.017426179 -0.002355149  0.047581850
#> lag1_var3  0.044608026 0.034982589 -0.004624519  0.094936426
#> lag1_var4 -0.042719524 0.032829180 -0.091037814  0.002743506
#> const      0.847491303 0.244488007  0.561937054  1.221660805
#> exo1      -0.004780548 0.014058444 -0.023275186  0.015191672
#> exo2      -0.116014938 0.016074553 -0.140288635 -0.098716921
#> exo3       0.004367234 0.013798896 -0.013487209  0.024296846
#> 
#> $TUN$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.6115886  0.6605001  -0.46683080    1.3674843
#> lag1_var2 -0.5512139  1.2753688  -1.97932710    1.4451304
#> lag1_var3 -2.3612754  2.5656758  -5.44487402    1.5928707
#> lag1_var4  2.3945602  2.3281270  -1.28905836    5.0470159
#> const     -9.7541385 12.0687246 -22.39651761    8.4779238
#> exo1      -0.2042264  0.6154982  -1.15292573    0.5559061
#> exo2       0.9174942  0.8472457  -0.12966773    2.0705343
#> exo3       1.0690924  0.7895927  -0.06281513    2.0585194
#> 
#> $TUN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3131942 0.2580854  -0.5731289    0.1332061
#> lag1_var2  1.2781131 0.5619475   0.4300904    1.9577063
#> lag1_var3  3.0028983 1.1128712   1.3481165    4.4458818
#> lag1_var4 -2.1283482 1.0168463  -3.3918522   -0.5775469
#> const      8.4718654 4.7400996   2.1010530   15.2511966
#> exo1       0.2498267 0.4224685  -0.2194723    0.8208553
#> exo2      -2.4466473 0.2922132  -2.8293678   -2.0291564
#> exo3      -1.2265195 0.3258174  -1.5675686   -0.7305990
#> 
#> $TUN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05566206 0.2010793 -0.34680253    0.2083766
#> lag1_var2  0.79937414 0.3399072  0.39756249    1.3136857
#> lag1_var3  1.37174623 0.7351256  0.49289706    2.5026021
#> lag1_var4 -0.46326180 0.6811093 -1.49116622    0.3820478
#> const      3.38442825 2.9790476 -0.07917928    7.6765413
#> exo1       0.18388153 0.3355513 -0.23910064    0.6758839
#> exo2      -2.44024452 0.3865044 -2.83814157   -1.8686330
#> exo3      -0.86639588 0.3592674 -1.35940356   -0.3646650
#> 
#> 
#> 
#> $TUR
#> $TUR$Sigma
#> $TUR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001557124 0.0005508973  0.00102583   0.00253178
#> 
#> $TUR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02432512 0.01019895 -0.04273105  -0.01540248
#> Sigma[2,2]  1.14610689 0.27197763  0.84966422   1.53277011
#> 
#> $TUR$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.005035708 0.006145515 -0.01452288   0.00301674
#> Sigma[3,2] -0.529626762 0.177859546 -0.73616566  -0.28179617
#> Sigma[3,3]  1.225436318 0.277736926  0.92741060   1.65311293
#> 
#> $TUR$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01807198 0.008811335 -0.03161649 -0.008526401
#> Sigma[4,2]  0.01934975 0.174056181 -0.14404613  0.317038666
#> Sigma[4,3]  1.05787490 0.309886005  0.68521488  1.540208374
#> Sigma[4,4]  1.16788297 0.374592272  0.71418599  1.687246919
#> 
#> 
#> $TUR$A
#> $TUR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.976131860 0.01194143  0.95806649   0.99134666
#> lag1_var2  0.002088068 0.03650477 -0.04622300   0.05134807
#> lag1_var3 -0.025343358 0.07294892 -0.11836221   0.07911159
#> lag1_var4  0.025018672 0.06644229 -0.07024055   0.10919738
#> const      0.563215276 0.34402614  0.08971825   1.03251554
#> exo1      -0.025205284 0.04846260 -0.09082503   0.04262903
#> exo2      -0.082643851 0.03643593 -0.12831774  -0.03690448
#> exo3       0.039538846 0.02174851  0.01840303   0.07553696
#> 
#> $TUR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.6415753  0.3661029   0.1155940   1.14447830
#> lag1_var2  0.2444518  0.6429251  -0.7634143   1.07567505
#> lag1_var3 -0.7387087  1.2150850  -2.6006845   0.75934387
#> lag1_var4  0.5457489  1.0960304  -0.7920341   2.22247160
#> const     -3.6986850 10.4287867 -19.4045593   7.31075041
#> exo1      -0.1608966  1.2129495  -1.9540605   1.37765711
#> exo2       0.4878627  0.7865705  -0.6041096   1.58110550
#> exo3      -0.6961286  0.8096677  -2.1462265  -0.03877978
#> 
#> $TUR$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.2654071 0.4698288  -0.30308440    0.9671587
#> lag1_var2 -0.1554257 0.8644714  -1.32609057    0.9153235
#> lag1_var3  0.3123666 1.7289265  -1.99186389    2.2947151
#> lag1_var4  0.5934163 1.5994920  -1.29074266    2.7508374
#> const     -4.4119120 9.3572102 -20.18920220    4.5429762
#> exo1       0.3227140 0.8269365  -0.61913993    1.5803982
#> exo2      -3.6772799 1.2289872  -5.18909337   -1.9060042
#> exo3       1.2842572 0.8192067   0.05214913    2.3980841
#> 
#> $TUR$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.7203810 0.4190029   0.12237358    1.2988228
#> lag1_var2 -0.5900430 0.7890117  -1.68540264    0.2224379
#> lag1_var3 -1.1717002 1.5616033  -3.21230775    0.5361684
#> lag1_var4  1.9704352 1.4426805   0.40201914    3.7902452
#> const     -9.3562917 9.5037083 -23.14253405    2.5807867
#> exo1       0.2924358 1.2132215  -1.34713680    1.8231492
#> exo2      -3.9588402 1.1605444  -5.57661835   -2.5727092
#> exo3       1.0358360 0.6774963  -0.01484486    1.8043812
#> 
#> 
#> 
#> $TWN
#> $TWN$Sigma
#> $TWN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0004644227 0.0001248911  0.00030372 0.0006469857
#> 
#> $TWN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007291378 0.002999177  -0.0122577  -0.00419601
#> Sigma[2,2]  0.242494385 0.095589827   0.1620836   0.39604596
#> 
#> $TWN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00644104 0.002670471  0.003223155   0.01036082
#> Sigma[3,2] -0.19825731 0.076040275 -0.320069464  -0.13280626
#> Sigma[3,3]  0.19212481 0.062132280  0.131481357   0.28778403
#> 
#> $TWN$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002303341 0.001171891  0.0007911904  0.003709866
#> Sigma[4,2] -0.059936122 0.024183655 -0.0943599514 -0.030000104
#> Sigma[4,3]  0.080022329 0.021044408  0.0534128035  0.108056987
#> Sigma[4,4]  0.046889263 0.009140243  0.0337674343  0.057729164
#> 
#> 
#> $TWN$A
#> $TWN$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.944126751 0.01701986  0.920150242   0.96605094
#> lag1_var2  0.066556445 0.04545670  0.002976923   0.12711047
#> lag1_var3  0.097252413 0.07482196 -0.011245201   0.19488088
#> lag1_var4 -0.085294002 0.07368526 -0.182839245   0.02097720
#> const      0.814700136 0.24270589  0.505115766   1.14258941
#> exo1      -0.012403335 0.02274856 -0.039081624   0.01809055
#> exo2      -0.003768951 0.02935230 -0.051782151   0.02468928
#> exo3       0.030655850 0.01448565  0.013211723   0.05092001
#> 
#> $TWN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.47646714 0.1809597   0.2158804    0.7182117
#> lag1_var2  0.64442511 1.0765287  -0.7972367    2.1590791
#> lag1_var3 -0.05256104 1.7911978  -2.4260455    2.3693860
#> lag1_var4 -0.20043511 1.7721219  -2.6059588    2.1566991
#> const      3.18746271 5.4537547  -4.7574643    9.1946593
#> exo1       0.16971079 0.6940957  -0.6832948    1.0184507
#> exo2       0.21663944 0.5426252  -0.5900184    0.8890416
#> exo3       0.15009622 0.4745512  -0.5491378    0.7326963
#> 
#> $TWN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.19496813 0.1967076  -0.4659307   0.05534592
#> lag1_var2  0.32210176 0.9771354  -0.6189653   1.90441428
#> lag1_var3  1.14250338 1.5914118  -0.3623861   3.71118227
#> lag1_var4 -0.03115555 1.5613827  -2.5782368   1.42548734
#> const     -2.14516681 5.0921274  -7.9252477   6.17271655
#> exo1      -0.09617554 0.5353331  -0.7417148   0.62608478
#> exo2      -0.20272430 0.4895290  -0.8905143   0.43980111
#> exo3       0.05619065 0.4312747  -0.3810377   0.75563566
#> 
#> $TWN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08390656 0.1220880 -0.09972915    0.2389648
#> lag1_var2  0.37337782 0.4645458 -0.04745606    1.1480925
#> lag1_var3  0.54906739 0.7552494 -0.17798130    1.7854399
#> lag1_var4  0.43068992 0.7493179 -0.79313386    1.1288842
#> const     -1.25799587 2.6517374 -4.56124665    2.6914229
#> exo1       0.00694222 0.1776235 -0.21106380    0.2587783
#> exo2      -0.08305369 0.2089231 -0.39946871    0.2033870
#> exo3       0.15060444 0.1903335  0.01544642    0.4660034
#> 
#> 
#> 
#> $TZA
#> $TZA$Sigma
#> $TZA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003171618 4.004856e-05 0.0002686648 0.0003700438
#> 
#> $TZA$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001196164 0.0008236218 -0.002402687 -0.0002892939
#> Sigma[2,2]  0.053972507 0.0163558014  0.037219789  0.0783958635
#> 
#> $TZA$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001042047 0.000676908  1.319513e-05  0.001937971
#> Sigma[3,2] -0.024804573 0.014878622 -4.785937e-02 -0.009180834
#> Sigma[3,3]  0.138417934 0.034863286  1.032407e-01  0.196400693
#> 
#> $TZA$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1] 3.032305e-05 0.0007164079 -0.0009200273  0.001107464
#> Sigma[4,2] 2.162928e-02 0.0177504955  0.0005641182  0.049818846
#> Sigma[4,3] 1.206646e-01 0.0304986541  0.0907423703  0.167693161
#> Sigma[4,4] 1.430931e-01 0.0282488195  0.1110616214  0.186224526
#> 
#> 
#> $TZA$A
#> $TZA$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.995682668 0.009727395  0.98375642  1.010715183
#> lag1_var2 -0.042266742 0.049163792 -0.09729370  0.026828793
#> lag1_var3 -0.025783271 0.065857687 -0.10605372  0.065848128
#> lag1_var4  0.025205332 0.063973800 -0.06497221  0.102258978
#> const      0.265439870 0.202258700 -0.04377343  0.520630370
#> exo1       0.003084494 0.019135794 -0.02867694  0.025467606
#> exo2      -0.022616548 0.023341113 -0.06081385  0.002160724
#> exo3       0.005300894 0.018397637 -0.01815049  0.030155119
#> 
#> $TZA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.14670534 0.1109621 -0.31027977  -0.03457993
#> lag1_var2  0.76639118 0.5420159  0.11639638   1.52045927
#> lag1_var3  0.08661580 0.6663261 -0.71966040   1.03387081
#> lag1_var4 -0.05802422 0.6694476 -1.00747552   0.73861760
#> const      1.98783460 3.8381792 -2.79489631   7.57307786
#> exo1      -0.15687327 0.2558742 -0.50767611   0.19238537
#> exo2       0.45659310 0.3808522  0.03290807   1.04700975
#> exo3       0.22875397 0.2813612 -0.13699319   0.66964922
#> 
#> $TZA$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.003681346 0.2578577  -0.3756278  0.318833359
#> lag1_var2  1.124027742 0.9102080   0.1057113  2.459826316
#> lag1_var3  1.821798257 1.1914923   0.4990601  3.524637065
#> lag1_var4 -0.859114269 1.1812432  -2.5467751  0.452311544
#> const      1.933224045 5.9308849  -6.2904766 10.032561447
#> exo1      -0.075521618 0.5724940  -1.0042637  0.536434445
#> exo2      -1.282958911 0.5099254  -1.8182097 -0.453060845
#> exo3      -0.312588798 0.3366913  -0.8624329 -0.005685578
#> 
#> $TZA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1401102 0.2301085  -0.5317033   0.06196315
#> lag1_var2  1.3474720 0.8756289   0.5024745   2.81601782
#> lag1_var3  1.3936537 1.1542821   0.2479953   3.37400358
#> lag1_var4 -0.3947868 1.1439237  -2.3530827   0.74480733
#> const      2.9010684 4.8579736  -2.1186598  11.11116131
#> exo1      -0.2142477 0.4834477  -0.8810605   0.36348570
#> exo2      -0.9330623 0.4447429  -1.4458761  -0.30505869
#> exo3      -0.1238831 0.4445257  -0.8110661   0.43717211
#> 
#> 
#> 
#> $UGA
#> $UGA$Sigma
#> $UGA$Sigma$equation1
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000413136 0.00011327 0.0002598723 0.0005631252
#> 
#> $UGA$Sigma$equation2
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0006811785 0.00149796 -0.002755979  0.001234869
#> Sigma[2,2]  0.1402906292 0.04255143  0.101035018  0.208996444
#> 
#> $UGA$Sigma$equation3
#>                     mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0005278732 0.00103273 -0.0007581332  0.001969237
#> Sigma[3,2] -0.0979649598 0.02978045 -0.1471615111 -0.071626999
#> Sigma[3,3]  0.0745317965 0.02130506  0.0559905604  0.111100934
#> 
#> $UGA$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1] 0.0000645246 0.0003144015 -0.0002724512 0.0005627631
#> Sigma[4,2] 0.0003600286 0.0054308770 -0.0042635847 0.0092012723
#> Sigma[4,3] 0.0060662551 0.0028812939  0.0014504971 0.0093171313
#> Sigma[4,4] 0.0065520782 0.0013223791  0.0050425892 0.0085297081
#> 
#> 
#> $UGA$A
#> $UGA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.988406259 0.00900690  0.97455240   0.99869906
#> lag1_var2  0.005842048 0.06058845 -0.08608973   0.07360271
#> lag1_var3  0.017303533 0.08546115 -0.11618403   0.10831713
#> lag1_var4 -0.020101272 0.08817590 -0.11719553   0.11919253
#> const      0.549653671 0.23348125  0.24636383   0.89320820
#> exo1       0.014013105 0.02391818 -0.02070218   0.04507344
#> exo2      -0.067036375 0.01766100 -0.09247678  -0.04530082
#> exo3       0.016387433 0.03194510 -0.01798568   0.06948326
#> 
#> $UGA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09130058 0.1122159 -0.23124857   0.06129432
#> lag1_var2  0.64383320 0.5978067 -0.24485519   1.42401803
#> lag1_var3  0.05297723 0.8424716 -0.98901497   1.35067078
#> lag1_var4 -0.02969592 0.8897280 -1.36952851   1.12077453
#> const      1.70727498 3.7463611 -4.35781105   5.91266616
#> exo1       0.29353243 0.1997425  0.01981279   0.54812197
#> exo2       0.76838366 0.3184292  0.35198800   1.15334223
#> exo3      -0.16724833 0.3603213 -0.78176631   0.19922173
#> 
#> $UGA$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.0636354 0.06987887 -0.03804353    0.1559018
#> lag1_var2  0.7458601 0.46268122  0.02405064    1.3136587
#> lag1_var3  1.6985283 0.68899705  0.50625348    2.4122480
#> lag1_var4 -0.7539333 0.71898689 -1.52725275    0.4832071
#> const      1.6222008 2.89131189 -1.93693036    5.9380101
#> exo1      -0.2102685 0.15319642 -0.45797044   -0.0488780
#> exo2      -1.1838509 0.19951076 -1.39597084   -0.9205933
#> exo3       0.5081833 0.28702693  0.21034583    0.9911749
#> 
#> $UGA$A$equation4
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.0009018335 0.02244627 -0.02900476   0.03098162
#> lag1_var2  0.8344857326 0.25095573  0.52408451   1.19000478
#> lag1_var3  1.2196864139 0.35899245  0.79254399   1.72110647
#> lag1_var4 -0.2476909151 0.36956284 -0.75263584   0.19959550
#> const      2.0154856250 1.16499291  0.63592741   3.63815112
#> exo1      -0.0055922459 0.09119293 -0.13458291   0.12630717
#> exo2      -0.6757062518 0.06409093 -0.74316913  -0.56910246
#> exo3       0.4030554545 0.07233454  0.30584249   0.49952899
#> 
#> 
#> 
#> $UKR
#> $UKR$Sigma
#> $UKR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007917375 0.001673266 0.005922394   0.01043462
#> 
#> $UKR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01817024 0.01436482 -0.03535633  0.005463576
#> Sigma[2,2]  1.03590260 0.31454442  0.67302209  1.481734887
#> 
#> $UKR$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03408321 0.008631346  0.02100153   0.04474096
#> Sigma[3,2] -0.58361455 0.206375937 -0.84698784  -0.32276902
#> Sigma[3,3]  0.46536356 0.144718433  0.29088622   0.67296899
#> 
#> $UKR$Sigma$equation4
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.02624114 0.005673657  0.01904820   0.03527115
#> Sigma[4,2] 0.01168405 0.070396381 -0.08689899   0.09996951
#> Sigma[4,3] 0.14416060 0.045037703  0.09625559   0.21209266
#> Sigma[4,4] 0.16668767 0.028194680  0.12375215   0.20393657
#> 
#> 
#> $UKR$A
#> $UKR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98415133 0.06708379  0.92418181   1.09172365
#> lag1_var2 -0.05440915 0.20005049 -0.35659020   0.18215540
#> lag1_var3 -0.12998615 0.35101854 -0.66155345   0.27803043
#> lag1_var4  0.12734243 0.32596460 -0.24863349   0.62078259
#> const      0.37841771 0.60650153 -0.43786450   1.23925079
#> exo1       0.09078302 0.12735606 -0.03299374   0.29579752
#> exo2      -0.01966323 0.06288919 -0.10433241   0.05155153
#> exo3       0.06699525 0.07175138 -0.03402937   0.16377901
#> 
#> $UKR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.0092036  0.8576824 -2.24016432   0.02289279
#> lag1_var2  1.9731565  1.5455507 -0.07238332   4.14820293
#> lag1_var3  1.9289375  2.7243304 -1.67293967   5.62725334
#> lag1_var4 -1.5898261  2.5588871 -4.99294859   1.80074418
#> const      7.3690070 12.4034285 -7.06446094  25.71055045
#> exo1       0.1001400  0.6920087 -0.55378018   1.18560992
#> exo2       1.4403349  0.5373079  0.77053642   2.21810122
#> exo3       0.4061543  0.7607194 -0.78798202   1.22396655
#> 
#> $UKR$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.07729621 0.5369459   0.3663048    1.8730172
#> lag1_var2  -2.33848625 1.2360764  -4.1689286   -0.8658442
#> lag1_var3  -3.22057380 2.1814415  -6.4724121   -0.6374412
#> lag1_var4   3.91170672 2.0330839   1.4690058    6.9141205
#> const     -10.34087419 6.7538720 -21.0442180   -2.7618560
#> exo1        0.03414188 0.2902033  -0.3554793    0.3845350
#> exo2       -1.64946380 0.4429801  -2.3262504   -1.0246134
#> exo3       -0.13404011 0.4486208  -0.8237712    0.3372611
#> 
#> $UKR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.53276230 0.2745278   0.1223876    0.8825234
#> lag1_var2 -1.76970493 0.7441593  -2.8901132   -0.8115570
#> lag1_var3 -3.09615230 1.2928263  -5.0075571   -1.4242125
#> lag1_var4  3.99810993 1.1985894   2.4366519    5.7345918
#> const     -7.92283674 4.0110363 -14.1892326   -3.3843388
#> exo1       0.10594097 0.4543053  -0.4203534    0.8483567
#> exo2      -0.92804122 0.3308997  -1.4236247   -0.5800939
#> exo3       0.09790678 0.3983774  -0.4283729    0.6773682
#> 
#> 
#> 
#> $URY
#> $URY$Sigma
#> $URY$Sigma$equation1
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00127648 0.000356776 0.0009039011  0.001855547
#> 
#> $URY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03304874 0.006638574  -0.0416494   -0.0248212
#> Sigma[2,2]  1.49923288 0.236483410   1.1637651    1.7920028
#> 
#> $URY$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0306639 0.00612605  0.02544624   0.04043627
#> Sigma[3,2] -1.1546993 0.20391765 -1.44013086  -0.89323162
#> Sigma[3,3]  1.5751019 0.32086838  1.25016394   2.07260430
#> 
#> $URY$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01174227 0.004514911  0.007393263   0.01957593
#> Sigma[4,2] -0.27347046 0.204113927 -0.490708695   0.04913613
#> Sigma[4,3]  0.96258418 0.247201851  0.658270098   1.31801747
#> Sigma[4,4]  0.87566019 0.233803754  0.585115416   1.20063322
#> 
#> 
#> $URY$A
#> $URY$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95387398 0.02639589  0.914640849   0.98745390
#> lag1_var2  0.05237773 0.05584468 -0.024434887   0.11976009
#> lag1_var3  0.09311480 0.09524034 -0.038503283   0.20591187
#> lag1_var4 -0.08524787 0.08647400 -0.184737424   0.03534930
#> const      0.71339806 0.26972924  0.337403419   1.06671497
#> exo1       0.03970125 0.03015264 -0.003869924   0.07567371
#> exo2      -0.07475837 0.03048050 -0.114647029  -0.02669817
#> exo3       0.07484676 0.03161603  0.028565501   0.11380579
#> 
#> $URY$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.49722192 0.6050638  -0.2283663    1.3462567
#> lag1_var2 -0.07341266 0.9881912  -1.0238521    1.5723678
#> lag1_var3 -1.45160733 1.7398979  -3.0058988    1.3687714
#> lag1_var4  1.16618645 1.6074361  -1.4430412    2.7237088
#> const      7.33824116 9.9144714  -2.5323038   22.2222840
#> exo1      -1.11908929 1.0025858  -2.5293593    0.1873049
#> exo2       1.48814535 1.1880661   0.0773081    3.2048681
#> exo3      -2.07283368 0.9975847  -3.2965932   -0.6102642
#> 
#> $URY$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.7955704  0.7933378  -0.2926999    1.8386401
#> lag1_var2  -0.3914650  1.5853736  -2.4227352    1.8646870
#> lag1_var3   0.2348049  2.7516664  -3.2028844    4.0006406
#> lag1_var4   0.6147582  2.5818936  -2.9260160    3.7678391
#> const     -10.8058236 12.6283590 -27.6122622    2.9399477
#> exo1        0.9922998  1.2609298  -0.3720984    2.9358883
#> exo2       -2.8353980  1.5752065  -4.7910030   -0.5298523
#> exo3        2.0859525  1.2443923   0.7594246    4.1066045
#> 
#> $URY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1909847 0.7145695   0.2047839    2.1051340
#> lag1_var2 -0.9275742 1.5506958  -2.8220116    1.3737028
#> lag1_var3 -1.4433511 2.6479664  -4.7407062    2.4674220
#> lag1_var4  2.1159757 2.4568980  -1.5415460    5.1792415
#> const     -8.3072687 8.2679362 -21.0267627    0.1029813
#> exo1       0.3323133 0.8275897  -0.4082291    1.6590746
#> exo2      -2.0807139 1.2461533  -3.4668255   -0.1657091
#> exo3       0.9342804 1.2661289  -0.5222490    2.8870617
#> 
#> 
#> 
#> $USA
#> $USA$Sigma
#> $USA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000193801 2.454238e-05 0.0001545842 0.0002211245
#> 
#> $USA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.007166114 0.001892047 -0.009807616 -0.004691221
#> Sigma[2,2]  0.652427897 0.132429015  0.491956964  0.848819012
#> 
#> $USA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006027416 0.001569157  0.004018375  0.008433515
#> Sigma[3,2] -0.505257858 0.091732222 -0.639508389 -0.390355587
#> Sigma[3,3]  0.449511676 0.070774931  0.357692403  0.545769243
#> 
#> $USA$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001498708 0.000512038  0.0008707686  0.002304151
#> Sigma[4,2] -0.093671330 0.018270591 -0.1187034719 -0.069323588
#> Sigma[4,3]  0.133630821 0.018741258  0.1098125082  0.156762123
#> Sigma[4,4]  0.077684874 0.015702474  0.0614893152  0.098593522
#> 
#> 
#> $USA$A
#> $USA$A$equation1
#>                  mean          sd  5% quantile  95% quantile
#> lag1_var1  0.97021116 0.009188868  0.957237793  0.9834687454
#> lag1_var2  0.04095422 0.031157331 -0.002042120  0.0880585756
#> lag1_var3  0.06652849 0.049939245 -0.002681757  0.1416974025
#> lag1_var4 -0.06385501 0.047711011 -0.135995267  0.0006056402
#> const      0.76745588 0.141312384  0.586339702  0.9671700011
#> exo1      -0.01704374 0.011689304 -0.029281154  0.0027360191
#> exo2      -0.04170489 0.016364923 -0.060848490 -0.0180549341
#> exo3       0.02856096 0.015917117  0.005008529  0.0469137175
#> 
#> $USA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3381532 0.5853695  -0.5149843    1.0774651
#> lag1_var2 -1.9149497 2.1493773  -4.7328582    1.1431785
#> lag1_var3 -4.5078719 3.4479472  -8.8870177    0.4848259
#> lag1_var4  4.4847885 3.2932783  -0.2175976    8.7291346
#> const     -8.8799019 9.5919168 -21.6895223    2.1867351
#> exo1       1.0627306 0.5837675   0.4863335    1.8237509
#> exo2       4.0635665 0.6942104   3.1231925    5.0885910
#> exo3      -1.0162748 0.8558433  -1.9870008    0.1574100
#> 
#> $USA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3755527 0.5373316  -1.0050275    0.4209226
#> lag1_var2  2.7103872 1.8372064   0.2264003    5.1825406
#> lag1_var3  5.3829840 2.9790819   1.3130258    9.2960109
#> lag1_var4 -4.3617583 2.8452374  -8.1489369   -0.5216630
#> const     10.7550994 9.0936050  -0.5163523   23.2292668
#> exo1      -0.6828370 0.4919122  -1.3751671   -0.1755550
#> exo2      -3.7178829 0.5415803  -4.2262416   -2.9174427
#> exo3       0.5015432 0.6295636  -0.4452187    1.2056430
#> 
#> $USA$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.177345094 0.2116320 -0.39700512  0.197290019
#> lag1_var2  1.178825279 0.6786357  0.04186157  1.888199291
#> lag1_var3  2.036306119 1.1027545  0.20251124  3.213611435
#> lag1_var4 -1.010178542 1.0597244 -2.14515930  0.742646554
#> const      4.427589784 4.2644986 -2.01627482  9.835811917
#> exo1      -0.004093343 0.1829441 -0.33611586  0.172485257
#> exo2      -1.282832883 0.2410782 -1.61011672 -0.993815305
#> exo3      -0.117754340 0.1618755 -0.38283044  0.009461485
#> 
#> 
#> 
#> $UZB
#> $UZB$Sigma
#> $UZB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001126708 0.0003993015 0.0007989894  0.001843506
#> 
#> $UZB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006674765 0.007822258 -0.01827289   0.00474724
#> Sigma[2,2]  0.758823657 0.247295037  0.46212539   1.11629251
#> 
#> $UZB$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.004862819 0.005086823 -0.01336827  0.000656244
#> Sigma[3,2] -0.394309450 0.135077489 -0.60996180 -0.243946780
#> Sigma[3,3]  0.281574970 0.096802764  0.20016461  0.435020829
#> 
#> $UZB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.009332847 0.003210386 -0.014821386 -0.006209374
#> Sigma[4,2]  0.075056894 0.079547405 -0.038413960  0.191987151
#> Sigma[4,3]  0.041253418 0.045163163 -0.007242276  0.115485690
#> Sigma[4,4]  0.091579212 0.027566137  0.062349542  0.135290610
#> 
#> 
#> $UZB$A
#> $UZB$A$equation1
#>                    mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9904682491 0.01659483  0.969345318  1.012308288
#> lag1_var2  0.0844315167 0.06981395  0.004238214  0.181260284
#> lag1_var3  0.1211452774 0.11312866 -0.011868900  0.275579077
#> lag1_var4 -0.1348671156 0.10914710 -0.284674735 -0.006512415
#> const      1.0021987897 0.39476720  0.471752468  1.517060268
#> exo1       0.0636446311 0.02648705  0.030370191  0.098262916
#> exo2      -0.0386161879 0.03555419 -0.072677664  0.020378752
#> exo3       0.0007167427 0.02378936 -0.038335102  0.026416448
#> 
#> $UZB$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1   0.02637638  0.5023450  -0.7265879    0.5906069
#> lag1_var2  -1.96958313  1.8563133  -4.5049290    0.6415395
#> lag1_var3  -4.40175380  2.9681727  -8.4471442   -0.1961384
#> lag1_var4   4.61845261  2.9319960   0.4883030    8.6288961
#> const     -10.92350228 10.4133645 -26.3869306    2.6216853
#> exo1       -0.37151293  0.9706649  -1.5719771    1.0760144
#> exo2        0.89715700  0.6099104   0.1858059    1.8190620
#> exo3        0.92194773  0.7907833   0.1968336    2.2546200
#> 
#> $UZB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08059002 0.2538215  -0.3518150    0.2895592
#> lag1_var2  1.60174514 0.9066824   0.3292173    2.7977304
#> lag1_var3  3.45567001 1.4506369   1.4521705    5.3588079
#> lag1_var4 -2.54395181 1.4434137  -4.4430215   -0.5410932
#> const      6.10843056 7.2428789  -2.2683317   15.7445544
#> exo1      -0.33775597 0.6233488  -1.2510390    0.4242153
#> exo2      -1.34134185 0.3606954  -1.7516779   -0.8297740
#> exo3      -0.25073855 0.4894146  -1.0328017    0.2877581
#> 
#> $UZB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07692480 0.1178794  -0.2356454   0.08052511
#> lag1_var2  0.04947532 0.5572988  -0.7084413   0.78551267
#> lag1_var3  0.20080032 0.9110284  -1.0100493   1.41366917
#> lag1_var4  0.86393691 0.8773413  -0.3088213   2.03651552
#> const     -1.50107781 3.1862379  -6.2050172   2.51527757
#> exo1      -0.59321587 0.2255917  -0.8286742  -0.31152709
#> exo2      -0.85000560 0.3538535  -1.4478914  -0.51353253
#> exo3       0.32083603 0.1767617   0.1526802   0.60459124
#> 
#> 
#> 
#> $VCT
#> $VCT$Sigma
#> $VCT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006591984 0.0002068279 0.0004498664 0.0009808451
#> 
#> $VCT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006417159 0.002149491 -0.009365779 -0.003805956
#> Sigma[2,2]  0.114153063 0.039613569  0.068213195  0.173411875
#> 
#> $VCT$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006626718 0.002083279  0.004115155  0.009535128
#> Sigma[3,2] -0.113752822 0.037239716 -0.166673969 -0.066358330
#> Sigma[3,3]  0.138094669 0.036584165  0.083594946  0.184345923
#> 
#> $VCT$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003170176 0.0009899515  0.002038222  0.004622672
#> Sigma[4,2] -0.051696399 0.0165195219 -0.073314697 -0.028609371
#> Sigma[4,3]  0.081904097 0.0185482884  0.051329443  0.098812242
#> Sigma[4,4]  0.060962046 0.0124306924  0.041243042  0.074791770
#> 
#> 
#> $VCT$A
#> $VCT$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.005145909 0.02460055  0.97293267   1.03802075
#> lag1_var2 -0.008663460 0.02205600 -0.03218783   0.02886424
#> lag1_var3 -0.027955891 0.03857734 -0.07453700   0.03094154
#> lag1_var4  0.014502008 0.03432664 -0.03760940   0.05612298
#> const      0.600328146 0.25788408  0.28000811   0.97617829
#> exo1       0.002123931 0.01879804 -0.01924502   0.03036655
#> exo2      -0.052468657 0.02237378 -0.08262665  -0.02210322
#> exo3      -0.034093954 0.01532908 -0.05420236  -0.01274577
#> 
#> $VCT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5943850 0.3490715  -1.0626882  -0.16370880
#> lag1_var2  1.5592295 0.3051820   1.1266920   1.96109137
#> lag1_var3  1.3748908 0.5678643   0.6084849   2.22104122
#> lag1_var4 -1.1496758 0.4901017  -1.8680818  -0.47904167
#> const      3.9319343 3.0302412  -0.7714158   6.75379952
#> exo1      -0.3167049 0.2566650  -0.7407435  -0.06625516
#> exo2       1.3718389 0.3208716   0.8589637   1.73730989
#> exo3       0.1201720 0.2545921  -0.1243137   0.54122482
#> 
#> $VCT$A$equation3
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9498465547 0.3472290  0.41576915   1.39928513
#> lag1_var2 -0.4112778060 0.2944146 -0.85208508  -0.02026885
#> lag1_var3 -0.1200822037 0.5787087 -0.94339155   0.63446385
#> lag1_var4  0.7733723343 0.5085153  0.06949754   1.46107766
#> const     -2.9863401769 3.5869749 -6.98141929   2.79835589
#> exo1       0.3462304665 0.3179195  0.08640226   0.90535559
#> exo2      -2.6274155334 0.3667549 -3.04375514  -2.07225326
#> exo3       0.0002824409 0.2640689 -0.38883697   0.33541567
#> 
#> $VCT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.69649778 0.2385357  0.31896397    0.9769185
#> lag1_var2  0.03179691 0.1653694 -0.21269921    0.2231942
#> lag1_var3 -0.14740601 0.3863040 -0.78530273    0.3206090
#> lag1_var4  0.92551093 0.3595652  0.46160204    1.4935419
#> const     -2.29743619 2.4893578 -5.50317795    1.6035850
#> exo1       0.17759537 0.2262704 -0.03689053    0.5338098
#> exo2      -2.17760622 0.2435547 -2.51786406   -1.8247668
#> exo3       0.10333333 0.1678118 -0.11536057    0.3650900
#> 
#> 
#> 
#> $VEN
#> $VEN$Sigma
#> $VEN$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008069022 0.001867289 0.005661377   0.01059845
#> 
#> $VEN$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0453195 0.02476884 -0.08839215  -0.01899976
#> Sigma[2,2]  1.9897781 0.46752897  1.41352274   2.61027095
#> 
#> $VEN$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.07941478 0.02395527  0.04921977    0.1097081
#> Sigma[3,2] -1.46305043 0.35184380 -1.93226448   -1.0173862
#> Sigma[3,3]  1.54388039 0.28590296  1.13814816    1.8984912
#> 
#> $VEN$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.05449772 0.01693368  0.03779054   0.08246663
#> Sigma[4,2] -0.21353826 0.14231955 -0.45050330  -0.05911322
#> Sigma[4,3]  0.66203664 0.18269694  0.47306851   0.94554469
#> Sigma[4,4]  0.56808409 0.15989876  0.41299011   0.83439602
#> 
#> 
#> $VEN$A
#> $VEN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.88078086 0.02890253  0.84475219   0.92472918
#> lag1_var2  0.14986976 0.12450812 -0.02453170   0.31058390
#> lag1_var3  0.21706411 0.19656601 -0.06607120   0.46588593
#> lag1_var4 -0.19180082 0.18297099 -0.42592362   0.07116471
#> const      1.41814517 0.42951348  0.79046014   1.87343444
#> exo1       0.08039351 0.09341269 -0.03780431   0.20419723
#> exo2      -0.26369602 0.07587940 -0.36038267  -0.14628397
#> exo3       0.03451463 0.08813012 -0.05933857   0.18792579
#> 
#> $VEN$A$equation2
#>                 mean         sd   5% quantile 95% quantile
#> lag1_var1 -1.1686031  0.7266830  -1.899217855  -0.02335667
#> lag1_var2  2.0784323  0.7834194   0.867831751   2.99700251
#> lag1_var3  1.9373275  1.2551703   0.006409188   3.44684224
#> lag1_var4 -1.6218255  1.1481386  -2.975607012   0.15608674
#> const     12.0417603 13.2501713 -10.092457292  26.60278334
#> exo1      -1.0879148  1.3708155  -3.091843696   0.59587698
#> exo2       1.9683980  1.3676129   0.491039101   4.01958176
#> exo3       0.3101955  1.5605032  -1.672332391   2.55509238
#> 
#> $VEN$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.04541822  0.4872143  -0.6378274    0.6761554
#> lag1_var2  1.02137395  0.9263727  -0.1296474    2.4559860
#> lag1_var3  2.29664800  1.4399234   0.4678968    4.4269577
#> lag1_var4 -1.36199842  1.3644413  -3.4070039    0.3448315
#> const      0.98706068 10.1915905 -13.7566320   14.7518700
#> exo1       1.18908195  1.4447003  -0.4509607    3.3677471
#> exo2      -5.02784680  1.0323457  -6.8910056   -4.1461005
#> exo3      -0.76204324  1.2247039  -2.1649250    1.0048966
#> 
#> $VEN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7696396 0.2983845  -1.1038450   -0.2754352
#> lag1_var2  2.1165204 0.8188477   1.2286767    3.3898063
#> lag1_var3  3.1598288 1.3117313   1.7585814    5.1671842
#> lag1_var4 -1.9899223 1.1979505  -3.8477604   -0.7231242
#> const      8.2574518 4.4081504   2.1672868   13.3273968
#> exo1       0.5347048 0.8194171  -0.2775421    1.8414804
#> exo2      -4.2521155 0.7647792  -5.1389778   -3.1129282
#> exo3      -0.6695524 0.7111020  -1.5417850    0.4096817
#> 
#> 
#> 
#> $VIR
#> $VIR$Sigma
#> $VIR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001882139 0.0005089776  0.00133911  0.002705411
#> 
#> $VIR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007323167 0.002972188 -0.01168240 -0.004328981
#> Sigma[2,2]  0.118296869 0.020325785  0.09698194  0.152845628
#> 
#> $VIR$Sigma$equation3
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0000318466 0.02320324 -0.03486832  0.025507715
#> Sigma[3,2] -0.1568473029 0.13207573 -0.36227765 -0.007924356
#> Sigma[3,3]  3.7081653833 1.35455760  2.19992307  5.641417653
#> 
#> $VIR$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.005186099 0.02627531 -0.04589181   0.02482025
#> Sigma[4,2] -0.097939600 0.15188254 -0.33593017   0.07281832
#> Sigma[4,3]  4.125453906 1.48956512  2.47345698   6.21526803
#> Sigma[4,4]  4.642858564 1.63716368  2.84355994   6.98762888
#> 
#> 
#> $VIR$A
#> $VIR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94291403 0.03536765  0.89684518   0.99310334
#> lag1_var2  0.02335071 0.05710897 -0.05146499   0.10252621
#> lag1_var3  0.03629445 0.09904311 -0.09626999   0.17316439
#> lag1_var4 -0.03202066 0.08689267 -0.15178262   0.08364398
#> const      0.99105775 0.40314221  0.45465803   1.57200928
#> exo1       0.03128733 0.03559807 -0.01373089   0.08751455
#> exo2      -0.03424406 0.04718992 -0.09315491   0.03727020
#> exo3       0.01474955 0.04068732 -0.04383602   0.06503294
#> 
#> $VIR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2648021 0.2761263  -0.6489962    0.1264992
#> lag1_var2  1.0702616 0.4723537   0.3831145    1.6595214
#> lag1_var3  0.5472458 0.8101996  -0.5460308    1.5831914
#> lag1_var4 -0.4613579 0.7115624  -1.3709809    0.5002567
#> const      3.6172385 1.4207114   1.8786331    5.7847137
#> exo1      -0.2506035 0.3385416  -0.6703200    0.2277390
#> exo2       2.8054316 0.2485938   2.4544241    3.0766494
#> exo3       0.1221271 0.4920893  -0.5903325    0.7700275
#> 
#> $VIR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.8800784  1.877346  -0.4605198    4.6219254
#> lag1_var2  -1.0320086  2.956043  -5.5074254    2.5935101
#> lag1_var3  -0.2954689  4.950708  -8.0911107    5.5541887
#> lag1_var4   1.0042908  4.373301  -4.1587190    7.9369202
#> const     -21.5014826 13.365043 -42.2362696   -5.6721859
#> exo1       -0.3833479  1.630988  -2.6027411    1.6367317
#> exo2       -1.4518394  1.767711  -4.2395638    0.4078063
#> exo3        0.8039766  2.496650  -2.8186411    3.4871045
#> 
#> $VIR$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.92410984  2.202436  -0.7489704     5.071962
#> lag1_var2  -0.93494965  3.355053  -5.9907641     3.127137
#> lag1_var3  -0.78664432  5.672318  -9.6793349     5.844812
#> lag1_var4   1.55143065  5.000218  -4.3027431     9.448809
#> const     -23.51619794 15.258849 -47.0502185    -5.426486
#> exo1       -0.59654174  1.665062  -2.7961736     1.449494
#> exo2        0.06210379  1.946531  -2.9871035     1.926066
#> exo3        1.00011188  2.807959  -3.1044586     4.111296
#> 
#> 
#> 
#> $VNM
#> $VNM$Sigma
#> $VNM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001744649 3.425342e-05 0.0001386025 0.0002285932
#> 
#> $VNM$Sigma$equation2
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0008245387 0.0006232748 -0.001776672 -0.0001838612
#> Sigma[2,2]  0.0911631594 0.0196704372  0.063312344  0.1179803654
#> 
#> $VNM$Sigma$equation3
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0006185793 0.001239947 -0.0004837789  0.002663813
#> Sigma[3,2] -0.0972165122 0.036372429 -0.1466640644 -0.047613144
#> Sigma[3,3]  0.3641157044 0.085342017  0.2608735411  0.491682141
#> 
#> $VNM$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  2.822693e-05 0.001035268 -0.0009221089   0.00183872
#> Sigma[4,2] -2.956048e-02 0.036360736 -0.0809003018   0.01816491
#> Sigma[4,3]  2.971084e-01 0.061595996  0.2294862676   0.38971405
#> Sigma[4,4]  2.804884e-01 0.038323407  0.2402487211   0.33650034
#> 
#> 
#> $VNM$A
#> $VNM$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.985640606 0.004247106  0.97797288  0.988971724
#> lag1_var2 -0.029603420 0.028708046 -0.06836623  0.011347279
#> lag1_var3 -0.035578682 0.039004187 -0.08685981  0.019055466
#> lag1_var4  0.035216792 0.038889890 -0.02027941  0.085298209
#> const      0.467122124 0.069324399  0.37096471  0.561661710
#> exo1      -0.002889116 0.008676958 -0.01271502  0.010081982
#> exo2      -0.024957100 0.006888875 -0.03244763 -0.014936407
#> exo3      -0.019702397 0.016638665 -0.04334432  0.001998866
#> 
#> $VNM$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.25912712 0.09088469  -0.3714537   -0.1274092
#> lag1_var2  1.62105494 0.51503686   1.0047754    2.4065663
#> lag1_var3  1.46576954 0.74820482   0.5970190    2.6029280
#> lag1_var4 -1.43844384 0.75036038  -2.5778775   -0.5775462
#> const      5.45501157 2.70576934   0.7267994    8.3462825
#> exo1      -0.07378143 0.34708757  -0.5160098    0.4248656
#> exo2       0.50542722 0.36382149   0.0338508    1.0289466
#> exo3       0.59271250 0.25771442   0.1842539    0.8895787
#> 
#> $VNM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2640698 0.1687580  0.04665714    0.4903595
#> lag1_var2  0.6778748 1.1671498 -1.20072581    2.0795892
#> lag1_var3  2.1550516 1.7949057 -0.74751782    4.1935531
#> lag1_var4 -1.2860416 1.7750080 -3.32110392    1.5844274
#> const      3.2987007 3.1821450 -0.80736366    8.2034938
#> exo1       0.7424695 0.5119742  0.11878152    1.4522052
#> exo2      -2.3832854 0.5010082 -3.05817931   -1.6641455
#> exo3      -0.9314925 0.3333434 -1.37783094   -0.4162646
#> 
#> $VNM$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.07478646 0.1583823 -0.150151615   0.26315383
#> lag1_var2  1.51470126 1.1086045 -0.146902286   2.82972424
#> lag1_var3  2.75653708 1.7130489  0.191021001   4.65946154
#> lag1_var4 -1.85924345 1.6890135 -3.749879243   0.67315304
#> const      6.68178293 2.9826298  2.492472670  10.62650603
#> exo1       0.70441793 0.4614717  0.003802785   1.17234113
#> exo2      -2.05319904 0.3780565 -2.618895288  -1.67633982
#> exo3      -0.50614584 0.3421544 -0.926329628   0.00918805
#> 
#> 
#> 
#> $VUT
#> $VUT$Sigma
#> $VUT$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008497982 0.000224921 0.0006162456  0.001195936
#> 
#> $VUT$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002633985 0.002045243 -0.005351219 -4.161305e-05
#> Sigma[2,2]  0.114050697 0.018034641  0.091636974  1.405816e-01
#> 
#> $VUT$Sigma$equation3
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.0009576188 0.001675483 -0.003770757  0.0009134722
#> Sigma[3,2] -0.0598010088 0.013796216 -0.081026982 -0.0452544933
#> Sigma[3,3]  0.0490856274 0.012561029  0.035122135  0.0690455215
#> 
#> $VUT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003007128 0.001067818 -0.004621522 -0.001992881
#> Sigma[4,2]  0.020389064 0.006509843  0.012012582  0.030288144
#> Sigma[4,3]  0.008117855 0.006597402  0.001392936  0.017836825
#> Sigma[4,4]  0.023644068 0.006042132  0.017473847  0.031939652
#> 
#> 
#> $VUT$A
#> $VUT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98864549 0.03122524  0.94511120   1.02894664
#> lag1_var2 -0.06381922 0.05014945 -0.13221741   0.00861298
#> lag1_var3 -0.09201329 0.07415423 -0.19060479   0.01289758
#> lag1_var4  0.08823871 0.07326516 -0.01883846   0.18855463
#> const      0.51406095 0.31576050  0.09111466   0.89608311
#> exo1       0.01481082 0.02365627 -0.01931774   0.04636782
#> exo2      -0.07477016 0.02388577 -0.10885816  -0.04480036
#> exo3      -0.02480231 0.04207954 -0.09306548   0.01986217
#> 
#> $VUT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2063679 0.4244851 -0.74609784    0.3856161
#> lag1_var2  0.8419191 0.6106536 -0.09746183    1.6174215
#> lag1_var3 -0.1175167 0.9510292 -1.54002708    1.1223134
#> lag1_var4  0.1675878 0.8922101 -0.89733324    1.5428932
#> const      1.1819047 3.2325841 -2.20655623    6.7198359
#> exo1      -0.5528199 0.2831689 -0.96270172   -0.2116771
#> exo2      -1.2600312 0.3789343 -1.83258998   -0.7888123
#> exo3       0.5466383 0.2711054  0.10154222    0.7829083
#> 
#> $VUT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2406077 0.2274028 -0.12809352    0.5188306
#> lag1_var2  0.8135675 0.5348091  0.09292259    1.5869563
#> lag1_var3  2.0975828 0.7650623  1.06235510    3.2410668
#> lag1_var4 -1.2010901 0.7585685 -2.33105827   -0.2114718
#> const      2.0249453 3.0029822 -2.76046747    5.1088087
#> exo1       0.3284336 0.1718963  0.04438348    0.5276303
#> exo2       0.2270986 0.2459347 -0.14105625    0.5781999
#> exo3      -0.2562508 0.2141955 -0.48420049    0.1010295
#> 
#> $VUT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09794366 0.1870830 -0.15469258    0.3349687
#> lag1_var2  1.05187774 0.3683566  0.49936204    1.5405407
#> lag1_var3  1.51708675 0.5318351  0.71885320    2.2254473
#> lag1_var4 -0.57506536 0.5370833 -1.28103326    0.2319013
#> const      2.08638183 1.9924402 -0.31376729    5.0312509
#> exo1      -0.06232532 0.1894934 -0.26941232    0.2128394
#> exo2      -0.67429313 0.1216554 -0.86797963   -0.5321932
#> exo3       0.12217976 0.2077592 -0.06259084    0.4940741
#> 
#> 
#> 
#> $WSM
#> $WSM$Sigma
#> $WSM$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00121096 0.0001976426 0.0009024299  0.001446818
#> 
#> $WSM$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.004710322 0.003134915 -0.009095151 -0.0005615204
#> Sigma[2,2]  0.239548022 0.061901317  0.168943994  0.3336526305
#> 
#> $WSM$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.0009898314 0.001764374 -0.00298324  0.001508836
#> Sigma[3,2] -0.1236550945 0.032655448 -0.17481783 -0.090009580
#> Sigma[3,3]  0.0923944341 0.017555648  0.07303699  0.120133949
#> 
#> $WSM$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003725819 0.0009344186 -0.005179266  -0.00257651
#> Sigma[4,2]  0.006717277 0.0112168289 -0.010151926   0.01848907
#> Sigma[4,3]  0.027044998 0.0078139543  0.016947212   0.03735313
#> Sigma[4,4]  0.032855973 0.0066875372  0.027269539   0.04380681
#> 
#> 
#> $WSM$A
#> $WSM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97283131 0.02820623  0.93609441  1.012294076
#> lag1_var2 -0.07468205 0.09496588 -0.18635437  0.044633386
#> lag1_var3 -0.14301811 0.17438868 -0.35690539  0.073461299
#> lag1_var4  0.14772905 0.17276867 -0.06596535  0.362680540
#> const      0.30057548 0.34778031 -0.10340297  0.854770015
#> exo1       0.02808362 0.04020708 -0.03029698  0.080067677
#> exo2      -0.06090177 0.03908204 -0.13107109 -0.025960773
#> exo3      -0.05851843 0.03722071 -0.10168328 -0.002067944
#> 
#> $WSM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.78193730 0.5221314   0.2307182    1.6105632
#> lag1_var2  0.21152351 1.4684937  -2.1669424    1.7167224
#> lag1_var3 -1.16006052 2.6315617  -5.3963801    1.5233027
#> lag1_var4  0.95037099 2.5067681  -1.6424435    4.9700982
#> const     -3.19734528 3.8234949  -9.5444055   -0.1132589
#> exo1      -0.36683410 0.3658100  -0.7974396    0.2044426
#> exo2       0.72251065 0.4218189   0.1902253    1.2739329
#> exo3       0.07519971 0.4810111  -0.4997433    0.8287397
#> 
#> $WSM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4774822 0.2809364  -0.8451792   -0.1082159
#> lag1_var2  1.3452109 0.8808598   0.3798391    2.8234540
#> lag1_var3  3.3085905 1.5946371   1.6186422    6.0034778
#> lag1_var4 -2.2490306 1.5392095  -4.8523911   -0.6181990
#> const      5.7268462 2.7893831   2.9191213   10.2984779
#> exo1       0.1245825 0.1952977  -0.1374862    0.3849165
#> exo2      -0.8218064 0.2828515  -1.2594665   -0.4995365
#> exo3      -0.1008841 0.2782237  -0.4217842    0.3256819
#> 
#> $WSM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05811059 0.1582881  -0.2792097   0.15081195
#> lag1_var2  1.19383487 0.4739837   0.7196674   1.99000863
#> lag1_var3  2.18621054 0.8811195   1.2935849   3.67076326
#> lag1_var4 -1.22568492 0.8830131  -2.7101204  -0.31959580
#> const      3.28508660 1.7422980   1.3438669   5.84763596
#> exo1      -0.07885249 0.1639084  -0.3369557   0.05753597
#> exo2      -0.48671118 0.2180495  -0.7142661  -0.14160178
#> exo3      -0.07575254 0.1443946  -0.2878692   0.11806497
#> 
#> 
#> 
#> $YEM
#> $YEM$Sigma
#> $YEM$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003911869 0.0005867261  0.00313158  0.004760846
#> 
#> $YEM$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0416597 0.005743613 -0.04935434  -0.03367655
#> Sigma[2,2]  0.5660010 0.073540573  0.46641468   0.66901673
#> 
#> $YEM$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04504598 0.009069792   0.0356927   0.05934101
#> Sigma[3,2] -0.58619818 0.103835335  -0.7530970  -0.46900438
#> Sigma[3,3]  0.75311769 0.159514171   0.5712839   0.97873303
#> 
#> $YEM$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03640472 0.009206893  0.02722259   0.05075131
#> Sigma[4,2] -0.46299049 0.100286757 -0.62208675  -0.34815615
#> Sigma[4,3]  0.65153882 0.150465942  0.48076755   0.87181158
#> Sigma[4,4]  0.58228311 0.140473848  0.42441641   0.79122044
#> 
#> 
#> $YEM$A
#> $YEM$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.93267297 0.02046814  0.908036526   0.96470023
#> lag1_var2  0.02544978 0.01033291  0.009461756   0.03696693
#> lag1_var3  0.03215356 0.03813890 -0.019156886   0.08218876
#> lag1_var4 -0.01237675 0.03781313 -0.059804984   0.04022708
#> const      0.70064524 0.37877795  0.071054209   1.16220104
#> exo1       0.03199709 0.03583678 -0.019749324   0.08320956
#> exo2      -0.01244121 0.06923137 -0.087221539   0.09344829
#> exo3       0.02392549 0.05964432 -0.058727729   0.11053358
#> 
#> $YEM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5587300 0.1704574   0.3608195    0.8103836
#> lag1_var2  0.5501262 0.1647553   0.3178859    0.7600012
#> lag1_var3 -0.4911186 0.6410756  -1.4527426    0.1955656
#> lag1_var4  0.2798058 0.6134451  -0.4324032    1.1794240
#> const     -1.5754081 4.4194632  -6.5491799    4.4959471
#> exo1      -0.1661783 0.4281290  -0.7170652    0.4236914
#> exo2       0.2963496 0.8278138  -0.9764936    1.2050664
#> exo3       0.1584539 0.7298108  -1.0426745    1.0327846
#> 
#> $YEM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0079237 0.3044687  -1.4819986   -0.6674778
#> lag1_var2  0.9888999 0.2814548   0.5736871    1.3380653
#> lag1_var3  3.0259480 0.8320746   2.0559482    4.2510637
#> lag1_var4 -1.6186978 0.7657806  -2.7517454   -0.7154583
#> const      5.3082055 4.9079593  -1.8105904   11.7151477
#> exo1       0.3357864 0.6931195  -0.5222610    1.2906126
#> exo2       0.1518298 1.2092422  -1.0489489    1.9638068
#> exo3      -0.3021113 0.7535546  -1.4873313    0.4929012
#> 
#> $YEM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9351732 0.3042844  -1.3819529   -0.5798220
#> lag1_var2  1.0412188 0.2869394   0.6399424    1.3759374
#> lag1_var3  2.3210981 0.7637975   1.4266333    3.3850527
#> lag1_var4 -0.9013155 0.6873244  -1.8742917   -0.1042619
#> const      3.9007797 4.4267149  -2.2907497   10.1190934
#> exo1       0.3205346 0.7025454  -0.5086613    1.3608213
#> exo2       0.2719207 1.1038888  -0.8002158    2.0105840
#> exo3      -0.3272217 0.6521220  -1.3507894    0.3949998
#> 
#> 
#> 
#> $ZAF
#> $ZAF$Sigma
#> $ZAF$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003446864 7.327889e-05 0.0002340383  0.000427343
#> 
#> $ZAF$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.003969234 0.002744801 -0.007835088 -0.0005913206
#> Sigma[2,2]  0.502111346 0.096293103  0.386881552  0.6416223045
#> 
#> $ZAF$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003930053 0.003460382 -0.0005890169   0.00789654
#> Sigma[3,2] -0.622671013 0.128919055 -0.8092208612  -0.45692145
#> Sigma[3,3]  1.003784067 0.194463682  0.7198001148   1.25497093
#> 
#> $ZAF$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00196881 0.002781889 -0.001613386  0.005670799
#> Sigma[4,2] -0.43054521 0.105190626 -0.586985501 -0.288865914
#> Sigma[4,3]  0.83131573 0.173211849  0.585428352  1.089443940
#> Sigma[4,4]  0.75183695 0.159741667  0.540870365  1.005034295
#> 
#> 
#> $ZAF$A
#> $ZAF$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.97198125 0.02115093  0.9364581381   0.99470145
#> lag1_var2  0.01461812 0.02633437 -0.0164346216   0.05706132
#> lag1_var3  0.03016081 0.04449903 -0.0225494572   0.10179156
#> lag1_var4 -0.02733581 0.03700001 -0.0870151061   0.01720147
#> const      0.65995188 0.23554816  0.3501201469   0.96454852
#> exo1       0.01366210 0.01093178  0.0008126107   0.02837951
#> exo2      -0.05690143 0.02745213 -0.0897668013  -0.01730658
#> exo3       0.02273869 0.02320435  0.0004482967   0.06242814
#> 
#> $ZAF$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1369202 0.5826625   0.3672792   1.93927673
#> lag1_var2 -0.1916305 0.8559231  -1.1066835   1.08819263
#> lag1_var3 -1.9521745 1.4962616  -3.4882401   0.30485652
#> lag1_var4  1.5947624 1.2544740  -0.2927784   2.90417785
#> const     -7.7036922 7.5806939 -19.4832783  -0.09223207
#> exo1      -0.7988654 0.6934886  -1.7923193   0.18942730
#> exo2      -1.7522150 0.7617580  -2.6536013  -0.69223047
#> exo3       3.5092971 0.6308327   2.5671778   4.22119426
#> 
#> $ZAF$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.543101 0.7338234 -2.44513524   -0.4400683
#> lag1_var2  1.878646 1.0419925  0.37865345    2.9985909
#> lag1_var3  3.949090 1.8513654  1.29295032    6.0266942
#> lag1_var4 -2.475135 1.5680821 -4.26466958   -0.2640866
#> const      9.357674 9.4799924 -2.73822387   23.5860423
#> exo1       1.134682 0.9441841  0.08817499    2.3866827
#> exo2      -1.470795 1.2268866 -2.96506258    0.3080859
#> exo3      -1.613203 0.7964340 -2.67587867   -0.4651454
#> 
#> $ZAF$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.1779915 0.5874926 -1.89287878   -0.2642527
#> lag1_var2  1.6611345 0.7690210  0.50155514    2.5314446
#> lag1_var3  2.5526117 1.3842969  0.49155302    4.2310808
#> lag1_var4 -1.1665170 1.1828014 -2.63862550    0.5673381
#> const      4.7015149 7.4048004 -5.40770393   14.6855357
#> exo1       0.8853342 0.7861070  0.05991399    1.9380147
#> exo2      -3.3355986 1.0907076 -4.55305582   -1.5423222
#> exo3       0.4200511 0.6487626 -0.50386660    1.2739395
#> 
#> 
#> 
#> $ZMB
#> $ZMB$Sigma
#> $ZMB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001231956 0.0003208468 0.0009403621  0.001720059
#> 
#> $ZMB$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.002996987 0.007270017 -0.002887873   0.01535699
#> Sigma[2,2] 1.686236728 0.358310398  1.274778991   2.19103384
#> 
#> $ZMB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002243516 0.004543211 -0.009797836   0.00260139
#> Sigma[3,2] -0.941765850 0.198720099 -1.211820274  -0.69981840
#> Sigma[3,3]  0.571065848 0.114551467  0.424587585   0.71526977
#> 
#> $ZMB$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0004355456 0.001313117 -0.002382688  0.001137782
#> Sigma[4,2]  0.0593420173 0.039161760  0.008435272  0.111619475
#> Sigma[4,3]  0.0145125126 0.018413877 -0.001178876  0.045064000
#> Sigma[4,4]  0.0525045804 0.011904381  0.039222090  0.069773251
#> 
#> 
#> $ZMB$A
#> $ZMB$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98878845 0.01675138  0.969557751   1.01458143
#> lag1_var2 -0.04012712 0.05892233 -0.102077115   0.05413712
#> lag1_var3 -0.06216185 0.09836398 -0.161337106   0.09522258
#> lag1_var4  0.06113261 0.10006899 -0.097618980   0.16971635
#> const      0.40359442 0.32437803 -0.138106253   0.72515766
#> exo1       0.02240098 0.02264042 -0.006715452   0.04775316
#> exo2      -0.08350197 0.03933699 -0.130621650  -0.02477699
#> exo3      -0.01153577 0.03555059 -0.053327067   0.04388667
#> 
#> $ZMB$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -2.1436919  0.8768908   -3.271003  -0.78830242
#> lag1_var2  0.8837962  2.7202589   -2.252008   4.25405548
#> lag1_var3  0.3143922  4.6512342   -5.103130   6.05064235
#> lag1_var4  0.4234117  4.7702840   -5.446154   5.95861615
#> const      9.4469775 24.9440472  -26.407071  42.60237666
#> exo1      -2.4974104  1.7404559   -4.845346  -0.11048374
#> exo2      -0.3782230  1.2303421   -2.240378   1.13157593
#> exo3      -1.2576751  1.2671330   -3.258931  -0.03636038
#> 
#> $ZMB$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.1898393  0.4483728   0.5537456     1.794124
#> lag1_var2  1.1380046  1.5247053  -0.7942891     3.042840
#> lag1_var3  2.6324076  2.6149548  -0.6362345     6.032392
#> lag1_var4 -2.1436287  2.6579244  -5.5637172     1.186815
#> const      0.7427581 12.3396380 -16.8197629    17.935189
#> exo1       1.4018106  0.9571395   0.1173963     2.818547
#> exo2       1.4094395  0.5404616   0.6354326     2.101068
#> exo3       0.4737830  0.8662862  -0.5966593     1.726451
#> 
#> $ZMB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08340899 0.1743670  -0.3649404   0.10645167
#> lag1_var2  1.36137371 0.4107903   0.7642493   1.80362758
#> lag1_var3  2.31258709 0.7018932   1.2769442   3.04664027
#> lag1_var4 -1.37399712 0.7146085  -2.1268701  -0.32459811
#> const      5.66394457 3.0229552   1.5477864   9.61182907
#> exo1      -0.07984774 0.2255550  -0.2991461   0.26527915
#> exo2       1.26676821 0.3416729   0.7527112   1.65066164
#> exo3      -0.28567407 0.2360851  -0.6660876  -0.04634257
#> 
#> 
#> 
#> $ZWE
#> $ZWE$Sigma
#> $ZWE$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004976158 0.0009221688  0.00401266   0.00629378
#> 
#> $ZWE$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.002152655 0.005677339 -0.007031904  0.008446941
#> Sigma[2,2] 0.183160527 0.037578047  0.125220814  0.228872672
#> 
#> $ZWE$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0003578004 0.003615578 -0.003847218  0.006022904
#> Sigma[3,2] -0.1150988028 0.024353139 -0.143888347 -0.078195544
#> Sigma[3,3]  0.0816463055 0.015911743  0.057962196  0.098791816
#> 
#> $ZWE$Sigma$equation4
#>                   mean           sd   5% quantile 95% quantile
#> Sigma[4,1] 0.001813047 0.0006765527  0.0008553919  0.002635249
#> Sigma[4,2] 0.005673710 0.0056763219 -0.0022971737  0.012637471
#> Sigma[4,3] 0.006174021 0.0032992683  0.0026644560  0.011810670
#> Sigma[4,4] 0.010385932 0.0017657340  0.0079992572  0.012645302
#> 
#> 
#> $ZWE$A
#> $ZWE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.85054882 0.06983124   0.7443010  0.938555239
#> lag1_var2  0.14428185 0.17942612  -0.1056163  0.349943072
#> lag1_var3  0.17910961 0.27190520  -0.2003626  0.472224227
#> lag1_var4 -0.14618500 0.27390828  -0.4127531  0.240927726
#> const      1.22519928 0.66166722   0.5598724  2.196038954
#> exo1      -0.19830971 0.09107894  -0.3399201 -0.101274195
#> exo2      -0.10015182 0.09136024  -0.2327342  0.001917469
#> exo3      -0.01848001 0.06330972  -0.1039971  0.068388479
#> 
#> $ZWE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.24927841 0.3886529  -0.2512634    0.8695314
#> lag1_var2  0.06007396 1.0538664  -1.1665631    1.3990567
#> lag1_var3 -1.22803419 1.5478604  -3.0082708    0.7788892
#> lag1_var4  1.17423090 1.5645478  -0.9075675    2.9199260
#> const     -1.45348430 4.7314287  -7.1524502    4.5674427
#> exo1       0.19328645 0.4091378  -0.4583531    0.6806472
#> exo2       0.85822123 0.5586950   0.1161273    1.6089413
#> exo3       1.08139615 0.4131565   0.5454476    1.6174965
#> 
#> $ZWE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.11492532 0.2546538  -0.4846780    0.2117602
#> lag1_var2  1.31493171 0.7338197   0.3113822    2.1756257
#> lag1_var3  2.82473577 1.0767808   1.3425706    4.1068955
#> lag1_var4 -1.85537035 1.0779700  -3.1333776   -0.3448607
#> const      3.98563637 3.2600198  -0.3520624    8.1194240
#> exo1      -0.09792151 0.2225352  -0.3897750    0.2209481
#> exo2      -1.25842810 0.3703566  -1.7013057   -0.7344010
#> exo3      -0.61766620 0.3210756  -0.9919612   -0.1329202
#> 
#> $ZWE$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.04745653 0.09297098 -0.06720159    0.1748088
#> lag1_var2  1.00709361 0.16225601  0.78229013    1.2379174
#> lag1_var3  1.48534075 0.23004657  1.17150378    1.8148034
#> lag1_var4 -0.53833133 0.21289458 -0.85143445   -0.2549962
#> const      2.19741847 0.88872032  1.21625578    3.5382071
#> exo1       0.02736787 0.09798709 -0.08709035    0.1712945
#> exo2      -0.75889928 0.07806714 -0.86501161   -0.6535118
#> exo3       0.09294364 0.11539366 -0.06165379    0.2567155
#> 
#> 
#>