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

Usage

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

Arguments

object

an object of class PosteriorBVARGROUPPRIORPANEL 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_bvarGroupPriorPANEL$new(
      data = ilo_dynamic_panel,
      group_allocation = country_grouping_region
)
#> Country groupings have been pre-specified and will not be estimated.
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] 0.004377494 0.0009081265 0.003337932  0.005762502
#> 
#> $AFG$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01244313 0.00769994 -0.02194583 -0.001481531
#> Sigma[2,2]  0.22893899 0.06917194  0.14149988  0.333743380
#> 
#> $AFG$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01286377 0.009310967  0.00122813   0.02630747
#> Sigma[3,2] -0.21404102 0.081415620 -0.33245698  -0.10442740
#> Sigma[3,3]  0.36391821 0.076578476  0.26248319   0.48122699
#> 
#> $AFG$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.008547137 0.007480524 -3.162447e-05   0.01926333
#> Sigma[4,2] -0.133320726 0.063965734 -2.236214e-01  -0.05111949
#> Sigma[4,3]  0.315733606 0.058014433  2.419417e-01   0.40356839
#> Sigma[4,4]  0.301394481 0.050474047  2.392178e-01   0.37955688
#> 
#> 
#> $AFG$A
#> $AFG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96312884 0.02079798  0.93930196   0.99447923
#> lag1_var2 -0.06547149 0.06050311 -0.14560889   0.01108094
#> lag1_var3 -0.12130572 0.13069516 -0.30176920   0.05594309
#> lag1_var4  0.10838503 0.11728216 -0.05446972   0.26986254
#> const      1.57954213 0.50353141  1.05499733   2.32444528
#> 
#> $AFG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3762209 0.1359117  0.17064310   0.53395765
#> lag1_var2  0.4654321 0.3104149  0.03539921   0.91250954
#> lag1_var3 -1.0208819 0.6781673 -1.91789522   0.01911681
#> lag1_var4  0.8618354 0.6332153 -0.13170692   1.65626900
#> const     -0.5924447 2.1863220 -3.46188240   2.61700487
#> 
#> $AFG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2192637 0.1940967  -0.4819648   0.02589379
#> lag1_var2  0.6912070 0.3225914   0.2433756   1.11822399
#> lag1_var3  3.0522674 0.7459430   2.0068250   4.15671739
#> lag1_var4 -1.8677056 0.7022698  -2.9077609  -0.87553035
#> const     -1.5540112 3.1160240  -5.5571407   2.59298064
#> 
#> $AFG$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06714676 0.2164774  -0.3383906   0.19937138
#> lag1_var2  0.55509371 0.2635722   0.1920387   0.90575585
#> lag1_var3  1.89124885 0.6009291   1.1507418   2.82027178
#> lag1_var4 -0.74721819 0.5567500  -1.6256170  -0.08702831
#> const     -2.59953110 3.1221036  -6.4237529   1.63408957
#> 
#> 
#> 
#> $AGO
#> $AGO$Sigma
#> $AGO$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005290867 0.0008952242  0.00412806  0.006615645
#> 
#> $AGO$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0141476 0.004927613 -0.02052821 -0.007060756
#> Sigma[2,2]  0.1732783 0.046977641  0.11732562  0.242416420
#> 
#> $AGO$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009145452 0.005482835  0.002412451   0.01686845
#> Sigma[3,2] -0.068870248 0.044916735 -0.137368600  -0.01803479
#> Sigma[3,3]  0.312338048 0.060425779  0.243380669   0.40409291
#> 
#> $AGO$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001850774 0.005965712 -0.009213782  0.004652828
#> Sigma[4,2]  0.073884353 0.040492941  0.023644904  0.133469210
#> Sigma[4,3]  0.310433437 0.059151123  0.264191176  0.414706092
#> Sigma[4,4]  0.436930114 0.085949767  0.351581885  0.582724817
#> 
#> 
#> $AGO$A
#> $AGO$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0146684 0.02657689   0.9759998    1.0468745
#> lag1_var2 -0.2503193 0.09959363  -0.3950878   -0.1176525
#> lag1_var3 -0.3153360 0.13455374  -0.4783492   -0.1255086
#> lag1_var4  0.2960377 0.11943299   0.1303929    0.4455751
#> const      1.2944335 0.64462084   0.3833277    2.1174982
#> 
#> $AGO$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07779005 0.1534916  -0.2573575    0.1470236
#> lag1_var2  1.12792765 0.6475805   0.3686230    2.0044363
#> lag1_var3  0.33722212 0.9128793  -0.7964445    1.5810561
#> lag1_var4 -0.29810089 0.8247096  -1.4288561    0.6787552
#> const      0.93850143 4.4237436  -5.1166713    7.0494892
#> 
#> $AGO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6176050 0.2847763  -0.9740456   -0.2807857
#> lag1_var2  3.2545369 1.1339152   1.4192825    4.6432568
#> lag1_var3  5.2368102 1.4354415   2.9679478    6.9616093
#> lag1_var4 -4.0352202 1.3517560  -5.6307377   -1.8570429
#> const     -0.2844726 2.5269958  -3.6790262    2.9880323
#> 
#> $AGO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8189855 0.3647773   -1.389917   -0.4625569
#> lag1_var2  4.0963141 1.6539522    1.547626    6.2769868
#> lag1_var3  5.4870717 2.0955531    2.473397    8.5146570
#> lag1_var4 -4.1987531 1.9888030   -6.950512   -1.2509216
#> const     -0.1545476 4.0961436   -5.073641    5.9433997
#> 
#> 
#> 
#> $ALB
#> $ALB$Sigma
#> $ALB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002165635 0.0004481934 0.001698219  0.002893328
#> 
#> $ALB$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.08302053 0.02466047  -0.1180249  -0.05291262
#> Sigma[2,2]  9.51743375 2.38254277   6.2193277  12.17963218
#> 
#> $ALB$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03804047 0.01745747  0.01290058   0.05926203
#> Sigma[3,2] -5.71241846 1.57470978 -8.00581550  -3.85719371
#> Sigma[3,3]  5.39702524 1.36121710  4.09471100   7.41248592
#> 
#> $ALB$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.02109627 0.01487923 -0.03950607  0.000159953
#> Sigma[4,2]  0.77684049 1.26665219 -0.91814978  2.595705063
#> Sigma[4,3]  1.86988227 0.89621198  0.87703258  3.353413769
#> Sigma[4,4]  2.85763490 0.63198922  2.15052143  3.828270064
#> 
#> 
#> $ALB$A
#> $ALB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96121493 0.01336732  0.93688417   0.97129862
#> lag1_var2 -0.01714206 0.02211443 -0.04673211   0.01233907
#> lag1_var3 -0.03135605 0.03603007 -0.07823410   0.01754114
#> lag1_var4  0.02402533 0.03085506 -0.01794166   0.06475385
#> const      1.34085270 0.27996251  0.99661047   1.76605062
#> 
#> $ALB$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.037420  0.869135  -3.2261714   -0.8186628
#> lag1_var2  2.861654  1.878205   0.2400557    5.0505243
#> lag1_var3  3.667643  2.853990  -0.3756894    6.9001475
#> lag1_var4 -2.966048  2.446976  -5.7035340    0.5076903
#> const     10.060105 17.802363 -13.5944287   32.7124033
#> 
#> $ALB$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.857305  0.709919   0.7745272    2.7085914
#> lag1_var2 -1.978435  1.104599  -2.9256985   -0.1589829
#> lag1_var3 -2.497857  1.689835  -3.9093489    0.2751736
#> lag1_var4  2.810526  1.460789   0.4370657    4.1062978
#> const     -3.533994 12.736663 -21.3817575   16.3301560
#> 
#> $ALB$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.4626512 0.3269456  -0.05489833    0.8633170
#> lag1_var2 -0.6478456 0.6361692  -1.47934112    0.2557239
#> lag1_var3 -0.8750898 0.9877863  -2.23412712    0.4934437
#> lag1_var4  1.6696016 0.8521680   0.45522761    2.7941411
#> const      3.3992448 9.7705234 -10.45430960   12.8952981
#> 
#> 
#> 
#> $ARE
#> $ARE$Sigma
#> $ARE$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00116398 0.0001957509 0.0009382974  0.001464411
#> 
#> $ARE$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004492345 0.001794252 -0.006973118  -0.00186756
#> Sigma[2,2]  0.164747112 0.034151103  0.115939494   0.21101127
#> 
#> $ARE$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.008850287 0.003454392  0.00385756   0.01357647
#> Sigma[3,2] -0.157754576 0.039345264 -0.21079988  -0.11044206
#> Sigma[3,3]  0.337195323 0.060277501  0.26034756   0.41899482
#> 
#> $ARE$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005492238 0.002567013  0.001504399  0.008318737
#> Sigma[4,2] -0.028819262 0.021052824 -0.055099936  0.002730268
#> Sigma[4,3]  0.218145194 0.043913517  0.168445217  0.285231881
#> Sigma[4,4]  0.200194216 0.039699994  0.153346863  0.260692257
#> 
#> 
#> $ARE$A
#> $ARE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96966213 0.02186738   0.9399058   0.99433911
#> lag1_var2 -0.03881982 0.08344048  -0.1096434   0.09446191
#> lag1_var3 -0.07020375 0.10635213  -0.1399022   0.10344369
#> lag1_var4  0.06258303 0.10761161  -0.1148038   0.12877259
#> const      1.38453453 0.23681595   1.0415560   1.70135128
#> 
#> $ARE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1218529 0.2722773  -0.4634185    0.2558872
#> lag1_var2  1.3101547 0.7893184   0.2621309    2.3988758
#> lag1_var3  0.9125809 0.9592303  -0.4343559    2.2251902
#> lag1_var4 -0.8553853 0.9093979  -2.1122830    0.4039585
#> const     -0.2406542 2.3830452  -4.2482708    2.4153313
#> 
#> $ARE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.69673762 0.4429395  0.03985542     1.223783
#> lag1_var2 -0.12928840 1.7473559 -2.49022967     2.491124
#> lag1_var3  0.79538364 2.1306325 -1.95183182     4.075646
#> lag1_var4 -0.01572922 2.0757087 -3.23811998     2.588791
#> const     -1.37864985 2.8891131 -4.78862378     2.983930
#> 
#> $ARE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6050063 0.3209583   0.1307709    0.9016707
#> lag1_var2  0.4448162 1.3649629  -1.2071920    2.3560259
#> lag1_var3  0.9488229 1.7015123  -1.1116844    3.4492628
#> lag1_var4 -0.1180122 1.6696229  -2.5971686    1.9618773
#> const     -2.1359676 2.5208088  -5.5283694    1.1344804
#> 
#> 
#> 
#> $ARG
#> $ARG$Sigma
#> $ARG$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00275172 0.0005858825 0.002136291  0.003652826
#> 
#> $ARG$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06755311 0.02540816  -0.1065612  -0.03953756
#> Sigma[2,2]  3.72618117 1.29393694   2.5769502   5.82520112
#> 
#> $ARG$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.06161474 0.01840767  0.03910596   0.09156131
#> Sigma[3,2] -2.50879895 0.76885082 -3.89647745  -1.86314918
#> Sigma[3,3]  2.60729159 0.68932565  1.84064296   3.70827238
#> 
#> $ARG$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02356933 0.009287866   0.0115516   0.03690428
#> Sigma[4,2] -0.27640217 0.450508185  -0.7548241   0.44228938
#> Sigma[4,3]  1.21496960 0.368765452   0.6906898   1.71407688
#> Sigma[4,4]  1.17461988 0.236663604   0.8274574   1.40750381
#> 
#> 
#> $ARG$A
#> $ARG$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9076252 0.02371230  0.87832385   0.94158993
#> lag1_var2  0.1272504 0.06408728  0.03021680   0.20014234
#> lag1_var3  0.2082419 0.10548985  0.04911407   0.32851077
#> lag1_var4 -0.1979552 0.09604715 -0.30716318  -0.05257088
#> const      1.8743416 0.32385844  1.45924540   2.29698074
#> 
#> $ARG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9427242  1.421955   -2.944067     0.889783
#> lag1_var2  0.7136442  3.327941   -3.012116     5.678596
#> lag1_var3 -0.1071576  5.561234   -6.320492     8.216340
#> lag1_var4  0.6145004  5.003452   -6.849616     6.344616
#> const     -3.0775332 11.179584  -16.627771    12.772210
#> 
#> $ARG$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1257708  0.8614976  -1.0977985     1.069702
#> lag1_var2  4.0911161  2.3878076   0.6270267     7.297266
#> lag1_var3  7.3921645  3.9746728   1.6442376    12.768522
#> lag1_var4 -6.4747219  3.5359313 -11.3643811    -1.405076
#> const      6.3820971 12.1363507  -9.3306247    23.092981
#> 
#> $ARG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8098975 0.7086875   -1.572059    0.3460835
#> lag1_var2  4.5273273 1.6589865    2.178480    6.6918127
#> lag1_var3  7.3145849 2.7452161    3.443584   10.9063537
#> lag1_var4 -6.0425199 2.4379316   -9.314135   -2.6003043
#> const      4.6090941 8.4733203   -6.320201   16.0202751
#> 
#> 
#> 
#> $ARM
#> $ARM$Sigma
#> $ARM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008230319 0.001736002 0.006342689   0.01085772
#> 
#> $ARM$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005762374 0.01446081 -0.02722647   0.01312598
#> Sigma[2,2]  2.818613548 0.79416173  1.70266373   3.76776832
#> 
#> $ARM$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.006222018 0.01079973  -0.0210525  0.007790135
#> Sigma[3,2] -1.595232218 0.46173840  -2.1884093 -0.972645472
#> Sigma[3,3]  1.192943160 0.29380470   0.8309716  1.556726182
#> 
#> $ARM$Sigma$equation4
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0108567 0.004708631 -0.01762370  -0.00589225
#> Sigma[4,2]  0.1639797 0.145399613 -0.03768285   0.36604542
#> Sigma[4,3]  0.2472226 0.149434602  0.05002376   0.41573923
#> Sigma[4,4]  0.4095782 0.119463812  0.29428531   0.59280825
#> 
#> 
#> $ARM$A
#> $ARM$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0531027 0.02568548   1.0241015    1.0931778
#> lag1_var2 -0.3712255 0.11854417  -0.5567242   -0.2297930
#> lag1_var3 -0.5963957 0.18893930  -0.8875136   -0.3646251
#> lag1_var4  0.5395428 0.18172857   0.3098919    0.8120850
#> const      2.4095840 0.62933858   1.5076829    3.1988673
#> 
#> $ARM$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.31978285  0.7921576  -0.8069628     1.343575
#> lag1_var2  0.09947055  1.3877268  -1.3025722     2.320120
#> lag1_var3 -1.20172978  2.2292631  -3.3854617     2.368556
#> lag1_var4  1.12805890  2.1414123  -2.3016276     3.125205
#> const     -0.21888608 13.7487440 -20.8487370    17.896636
#> 
#> $ARM$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.027428 0.4937821   -1.637390   -0.3179497
#> lag1_var2  4.586896 1.0885178    2.942311    5.9770564
#> lag1_var3  8.150678 1.7407859    5.535266   10.3696751
#> lag1_var4 -6.863945 1.6466593   -8.988246   -4.4561494
#> const      2.654617 9.4491496  -10.643844   15.6523069
#> 
#> $ARM$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.040913 0.3244793   -1.453948    -0.609640
#> lag1_var2  4.967951 1.1754981    3.459938     6.802341
#> lag1_var3  7.903531 1.8804014    5.497576    10.860737
#> lag1_var4 -6.589225 1.7597779   -9.366224    -4.342683
#> const      2.533791 4.1659927   -3.593475     7.823428
#> 
#> 
#> 
#> $AUS
#> $AUS$Sigma
#> $AUS$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001002447 0.002219509 0.0001917476  0.004238828
#> 
#> $AUS$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01324795 0.01667708 -0.03817794 -0.005228705
#> Sigma[2,2]  0.47726505 0.15292198  0.34554913  0.741324956
#> 
#> $AUS$Sigma$equation3
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0149211 0.01892009  0.005118123   0.04372071
#> Sigma[3,2] -0.5075033 0.16805787 -0.788014320  -0.35610389
#> Sigma[3,3]  0.6342313 0.18648774  0.435102678   0.92447731
#> 
#> $AUS$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006789813 0.008855269  0.001864446   0.02094368
#> Sigma[4,2] -0.212720984 0.083158772 -0.334683806  -0.10926487
#> Sigma[4,3]  0.325051577 0.091108855  0.217106916   0.45567141
#> Sigma[4,4]  0.198346690 0.044841766  0.147981712   0.26686346
#> 
#> 
#> $AUS$A
#> $AUS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96788430 0.01918568   0.9377619    0.9860532
#> lag1_var2 -0.07886187 0.22408119  -0.2361045    0.2616716
#> lag1_var3 -0.12466561 0.36283746  -0.3804640    0.4270334
#> lag1_var4  0.11737525 0.34964780  -0.4135075    0.3637389
#> const      1.38087365 0.31993174   0.8790453    1.6658747
#> 
#> $AUS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4807668 0.5764652   -1.211260    0.2170613
#> lag1_var2  1.4128278 3.4208422   -3.603886    5.2613740
#> lag1_var3  0.9200754 5.5201189   -7.162214    7.1340028
#> lag1_var4 -0.7333283 5.2658195   -6.628171    7.0243729
#> const      2.1603874 5.6573678   -4.869528   10.6464744
#> 
#> $AUS$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.89654883 0.6797655    0.155696     1.915967
#> lag1_var2 -0.57973314 4.1598481   -5.011024     5.864582
#> lag1_var3 -0.08163405 6.7067577   -7.250690    10.328410
#> lag1_var4  0.72004843 6.4024456   -9.204100     7.531951
#> const     -1.93185927 7.6050595  -12.901272     7.360080
#> 
#> $AUS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6070899 0.4246684   0.2014437     1.205646
#> lag1_var2 -0.1421171 2.2434365  -2.6093264     3.388353
#> lag1_var3 -0.2141580 3.6174192  -4.1658475     5.479823
#> lag1_var4  0.9711363 3.4454466  -4.4830807     4.635045
#> const     -0.9503406 4.4639645  -7.9035816     4.084064
#> 
#> 
#> 
#> $AUT
#> $AUT$Sigma
#> $AUT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003856046 0.0001225683 0.0002479714 0.0005623627
#> 
#> $AUT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.000775197 0.001697205 -0.003515573  0.001311112
#> Sigma[2,2]  0.271815652 0.079222108  0.205853112  0.405347559
#> 
#> $AUT$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001909483 0.001787273 -0.0001948683  0.004866241
#> Sigma[3,2] -0.194840368 0.087704366 -0.3561079328 -0.128670402
#> Sigma[3,3]  0.308991221 0.105678234  0.2268394287  0.501101701
#> 
#> $AUT$Sigma$equation4
#>                   mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.00150537 0.0008843317  0.0005267084  0.002934337
#> Sigma[4,2] -0.03429275 0.0478651493 -0.1201923820  0.009566199
#> Sigma[4,3]  0.20408798 0.0612247668  0.1447253067  0.306220264
#> Sigma[4,4]  0.19476523 0.0423315296  0.1473354259  0.260674904
#> 
#> 
#> $AUT$A
#> $AUT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95951122 0.02341887  0.93149480   0.99196868
#> lag1_var2 -0.04953912 0.06127601 -0.12848014   0.03762900
#> lag1_var3 -0.11083888 0.11002065 -0.25574814   0.04474244
#> lag1_var4  0.10116406 0.10048512 -0.04406271   0.23084554
#> const      1.58309383 0.22420991  1.22026502   1.84200936
#> 
#> $AUT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4479250 0.5367096 -1.11207462    0.1694697
#> lag1_var2  1.9396073 2.0162606  0.01860278    5.1113379
#> lag1_var3  2.6156918 3.5091810 -0.68548629    8.0223731
#> lag1_var4 -2.3492010 3.2798041 -7.45634646    0.6830279
#> const     -0.8031211 3.3803505 -6.15649727    2.5658830
#> 
#> $AUT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9054695 0.5304841   0.2383072    1.5918984
#> lag1_var2 -2.0573374 2.2199558  -5.5678970    0.7151005
#> lag1_var3 -3.0919701 3.7501324  -8.9082939    1.6123290
#> lag1_var4  3.6084213 3.5182014  -0.7887199    9.1095889
#> const      2.9048572 3.7664050  -2.0423096    7.6439271
#> 
#> $AUT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6420924 0.3674196  0.08605501    1.0541513
#> lag1_var2 -1.3712688 1.4078484 -3.19134922    0.7276546
#> lag1_var3 -2.3292249 2.3108296 -5.24562112    1.1556748
#> lag1_var4  3.0069433 2.1678236 -0.26615430    5.7598894
#> const      2.1676457 2.6142733 -1.58999060    5.2521717
#> 
#> 
#> 
#> $AZE
#> $AZE$Sigma
#> $AZE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004435654 0.001213364 0.003268855   0.00656407
#> 
#> $AZE$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005070793 0.004296438 -0.01078736  0.001014511
#> Sigma[2,2]  0.264303204 0.065858763  0.18386701  0.362790537
#> 
#> $AZE$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.03226969 0.01326779 -0.05225116  -0.01791626
#> Sigma[3,2]  0.03321044 0.05167130 -0.05082458   0.08055803
#> Sigma[3,3]  0.61868733 0.17101873  0.38700882   0.87440578
#> 
#> $AZE$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.03701976 0.01423204 -0.05831028   -0.0215252
#> Sigma[4,2]  0.23453699 0.05344731  0.14600516    0.2871267
#> Sigma[4,3]  0.68019590 0.20073218  0.42819921    0.9872440
#> Sigma[4,4]  0.90072462 0.22272844  0.65485163    1.2508473
#> 
#> 
#> $AZE$A
#> $AZE$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95579303 0.01624380  0.932280817   0.97685222
#> lag1_var2  0.09844683 0.07828121 -0.005019695   0.21848265
#> lag1_var3  0.07576358 0.10713246 -0.068707085   0.24097978
#> lag1_var4 -0.08549563 0.10204456 -0.242822889   0.05233539
#> const      1.46825696 0.23296080  1.144928518   1.78260223
#> 
#> $AZE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1200235 0.1736842  -0.1243133    0.3325287
#> lag1_var2 -0.6718402 0.4797269  -1.2317828    0.1363347
#> lag1_var3 -1.8868670 0.6624164  -2.6204942   -0.7586089
#> lag1_var4  1.8764340 0.6268026   0.8060297    2.5661649
#> const      0.2929488 3.8651298  -6.0337376    5.1422804
#> 
#> $AZE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04120624 0.3145726  -0.3532841    0.5471189
#> lag1_var2 -0.62898046 0.7567906  -1.5891448    0.3808163
#> lag1_var3  0.61523517 1.0676388  -0.7333806    2.0224929
#> lag1_var4  0.36857126 1.0003338  -0.9482474    1.6474084
#> const      2.17251938 6.6501892  -6.4783510   11.4966312
#> 
#> $AZE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1286432 0.4230931  -0.4728185    0.7347753
#> lag1_var2 -1.8268832 1.0396571  -2.9100632   -0.2080800
#> lag1_var3 -1.6818528 1.4659243  -3.2072798    0.6561207
#> lag1_var4  2.6679450 1.3816945   0.4680848    4.1368428
#> const      1.9191357 7.1836230  -8.4949745   11.4424458
#> 
#> 
#> 
#> $BDI
#> $BDI$Sigma
#> $BDI$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007522484 0.000213765 0.0005433994  0.001055766
#> 
#> $BDI$Sigma$equation2
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0002037003 0.001048697 -0.0006923064  0.001976988
#> Sigma[2,2] 0.0398451400 0.014408779  0.0253536689  0.060264999
#> 
#> $BDI$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.002416736 0.006404967 -0.01296101  0.002293381
#> Sigma[3,2] -0.020776087 0.062955609 -0.06625517  0.097938065
#> Sigma[3,3]  0.503653964 0.643411519  0.14778541  1.727783041
#> 
#> $BDI$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.00230984 0.006799695 -0.01327119   0.00245892
#> Sigma[4,2]  0.01045416 0.073865793 -0.03989523   0.14941551
#> Sigma[4,3]  0.50238582 0.714156110  0.11903223   1.86227434
#> Sigma[4,4]  0.52611901 0.795912637  0.10570496   2.04255904
#> 
#> 
#> $BDI$A
#> $BDI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96257884 0.01254736  0.94913674   0.98283199
#> lag1_var2 -0.04406153 0.07997186 -0.14808019   0.05990281
#> lag1_var3 -0.05619103 0.10011595 -0.18340282   0.07492982
#> lag1_var4  0.04678699 0.09750311 -0.08082718   0.17103767
#> const      1.58176700 0.21929494  1.27076962   1.84188409
#> 
#> $BDI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03014281 0.1537754  -0.2659266    0.1486284
#> lag1_var2  0.13932090 0.7976332  -0.6802544    1.3897896
#> lag1_var3 -0.94117457 1.0060097  -2.0185660    0.6780771
#> lag1_var4  0.95187746 0.9753178  -0.6095884    1.9967047
#> const     -0.07847225 1.0911417  -1.4378943    1.4335638
#> 
#> $BDI$A$equation3
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.02239726 0.766452   -1.158275    0.8317577
#> lag1_var2  2.03986984 4.673188   -2.157483    9.6615744
#> lag1_var3  3.82047601 6.223163   -1.884893   13.9013802
#> lag1_var4 -2.80344517 6.016330  -12.545122    2.7315982
#> const     -0.54232905 5.448161   -8.038842    7.3390424
#> 
#> $BDI$A$equation4
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.06793063 0.876612   -1.331010    0.8799673
#> lag1_var2  1.71152931 5.387763   -2.984278   10.2769100
#> lag1_var3  2.53578819 7.142068   -3.807637   13.8519853
#> lag1_var4 -1.49795569 6.905843  -12.432311    4.6636543
#> const     -1.09096227 5.703500   -9.556652    6.1917520
#> 
#> 
#> 
#> $BEL
#> $BEL$Sigma
#> $BEL$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000466051 0.0001268346 0.0003457716 0.0006630799
#> 
#> $BEL$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.004612572 0.002674954 -0.008505726 -0.0009635797
#> Sigma[2,2]  0.512805811 0.116421493  0.357946692  0.6744691151
#> 
#> $BEL$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007249336 0.00134213  0.005549586   0.00920843
#> Sigma[3,2] -0.238185461 0.08669556 -0.344798771  -0.11458464
#> Sigma[3,3]  0.333398631 0.04928652  0.260656056   0.40201444
#> 
#> $BEL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.005222222 0.001729108  0.003253952  0.007921895
#> Sigma[4,2] 0.032471403 0.063949563 -0.049955544  0.109437690
#> Sigma[4,3] 0.225437642 0.037150028  0.178859871  0.283038120
#> Sigma[4,4] 0.262041343 0.057606337  0.211406738  0.352580690
#> 
#> 
#> $BEL$A
#> $BEL$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95573354 0.01801825  0.926130535   0.97096050
#> lag1_var2 -0.05785204 0.05147756 -0.126731030   0.01177282
#> lag1_var3 -0.11554785 0.09745064 -0.249622475   0.01148627
#> lag1_var4  0.10941036 0.09017464 -0.007828975   0.23262681
#> const      1.50390775 0.23334685  1.165228396   1.76889405
#> 
#> $BEL$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07863965 0.3352037  -0.3913105    0.5292888
#> lag1_var2  1.45364950 1.5551967  -0.8549915    2.9525621
#> lag1_var3  1.37671401 2.9703155  -3.0515483    4.0988698
#> lag1_var4 -1.42113541 2.7915605  -3.9679246    2.7522711
#> const      2.19012081 4.3633271  -4.8601351    6.0412483
#> 
#> $BEL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3833644 0.4327529  -0.2602737     0.810464
#> lag1_var2 -0.8323697 1.2007350  -2.1207648     1.085277
#> lag1_var3 -0.8844018 2.3153116  -3.3612474     2.837230
#> lag1_var4  1.7007555 2.1481830  -1.7567007     3.941935
#> const     -1.5437463 4.6402790  -8.3529127     4.701608
#> 
#> $BEL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4262327 0.3875535 -0.13189759    0.8880942
#> lag1_var2 -0.5121411 0.7284939 -1.35304813    0.5206661
#> lag1_var3 -1.0128031 1.4163190 -2.54439751    1.0609071
#> lag1_var4  1.8115734 1.2946566 -0.08069738    3.2302313
#> const     -0.7528006 5.7113952 -8.86709717    6.9651405
#> 
#> 
#> 
#> $BEN
#> $BEN$Sigma
#> $BEN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000654449 0.0002010043 0.0003992828 0.0009735644
#> 
#> $BEN$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0002150143 0.001605959 -0.002392297  0.001672496
#> Sigma[2,2]  0.0971066446 0.021232937  0.073930766  0.128905781
#> 
#> $BEN$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002096183 0.001592469 -0.0001665477  0.004103241
#> Sigma[3,2] -0.069559285 0.021072087 -0.0998680475 -0.041342681
#> Sigma[3,3]  0.103896942 0.022464800  0.0734493906  0.136330465
#> 
#> $BEN$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.0020048827 0.001115006  0.0003609976  0.003367444
#> Sigma[4,2] 0.0007554678 0.012989063 -0.0134330232  0.020147902
#> Sigma[4,3] 0.0547406922 0.013277550  0.0345710239  0.072500262
#> Sigma[4,4] 0.0565633543 0.015230962  0.0395558692  0.076839956
#> 
#> 
#> $BEN$A
#> $BEN$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9752110 0.02530059  0.93164268   1.00063574
#> lag1_var2 -0.1719097 0.12213823 -0.26364515   0.01696435
#> lag1_var3 -0.2662222 0.17200278 -0.39493472  -0.00654920
#> lag1_var4  0.2605406 0.16812396  0.00425275   0.38645084
#> const      0.9932744 0.22698996  0.62636305   1.23901369
#> 
#> $BEN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09313174 0.1608597  -0.1573632    0.2452547
#> lag1_var2 -0.08032728 1.0732196  -1.6264265    1.2643507
#> lag1_var3 -1.12266684 1.5125596  -3.3678811    0.7470982
#> lag1_var4  1.08904442 1.4832872  -0.7264105    3.3077824
#> const      0.66558280 1.8162127  -1.8950466    2.8108934
#> 
#> $BEN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2414780 0.1191519   0.0905204    0.3900157
#> lag1_var2  0.1881038 0.8460170  -0.8206088    1.4890879
#> lag1_var3  0.6604164 1.2665981  -0.7816105    2.6189357
#> lag1_var4  0.2816317 1.2243538  -1.6269836    1.6587770
#> const     -1.7680617 2.5176366  -4.4147214    1.9535910
#> 
#> $BEN$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3086505 0.08266257   0.2072631    0.4242699
#> lag1_var2 -0.3067811 0.60218308  -1.1686608    0.4522918
#> lag1_var3 -0.7617651 0.89017820  -1.9830864    0.4923079
#> lag1_var4  1.6852901 0.87845437   0.4602739    2.9144871
#> const     -1.7050347 1.71066775  -3.5446116    1.0694941
#> 
#> 
#> 
#> $BFA
#> $BFA$Sigma
#> $BFA$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004097782 0.007090905 0.000574774   0.01554895
#> 
#> $BFA$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.005399406 0.009213159 -0.001364436   0.02091882
#> Sigma[2,2] 0.056518450 0.011973965  0.040350719   0.07156302
#> 
#> $BFA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01699113 0.04499055 -0.08616255  0.005298022
#> Sigma[3,2] -0.06047167 0.05321867 -0.14804298 -0.022183098
#> Sigma[3,3]  0.28652953 0.25524719  0.16082910  0.688421685
#> 
#> $BFA$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01327566 0.03912957 -0.07202495  0.004648538
#> Sigma[4,2] -0.01653438 0.05280098 -0.10132840  0.022989114
#> Sigma[4,3]  0.24985546 0.22193095  0.12892067  0.596943838
#> Sigma[4,4]  0.24796074 0.18857978  0.13459892  0.538578662
#> 
#> 
#> $BFA$A
#> $BFA$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9576803 0.02744621  0.92134797   0.99844238
#> lag1_var2 -0.1625628 0.23139593 -0.49909659   0.09469722
#> lag1_var3 -0.2159963 0.26642008 -0.60984280   0.07571789
#> lag1_var4  0.2085240 0.25989174 -0.07453587   0.59322037
#> const      1.5807618 0.33597850  1.25569553   2.11018175
#> 
#> $BFA$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.16120132 0.09428254  0.08086786   0.31234695
#> lag1_var2 -0.98471196 1.08717941 -2.82349423  -0.01644899
#> lag1_var3 -2.40731970 1.33290897 -4.65162440  -1.16373077
#> lag1_var4  2.36401046 1.30753372  1.12949618   4.55789768
#> const      0.06807195 1.91813418 -2.60376845   2.60843149
#> 
#> $BFA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2943320 0.1679257  -0.4846544  -0.03042816
#> lag1_var2  0.5072859 0.9993178  -0.8395192   1.65612133
#> lag1_var3  1.5017065 1.2776018  -0.1208430   3.02748666
#> lag1_var4 -0.4439041 1.2599401  -1.9797247   1.15927901
#> const      1.3041818 2.2929097  -1.9746951   4.39152510
#> 
#> $BFA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1845267 0.1702256 -0.41364051   0.06790447
#> lag1_var2 -0.8191011 1.3889362 -2.69643918   0.96954897
#> lag1_var3 -1.0981619 1.8300708 -3.60599449   1.14307040
#> lag1_var4  2.1316441 1.8045845 -0.06128629   4.61999595
#> const      0.9471044 1.4019214 -0.92159129   3.05675753
#> 
#> 
#> 
#> $BGD
#> $BGD$Sigma
#> $BGD$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.002611605 0.007522249 0.0001783291   0.01336283
#> 
#> $BGD$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] 0.004300939 0.01428363  -0.0012206   0.02501582
#> Sigma[2,2] 0.211110057 0.07409065   0.1320155   0.32102595
#> 
#> $BGD$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0001409606 0.002507307 -0.002149497   0.00369699
#> Sigma[3,2] -0.1310657482 0.084391195 -0.261980850  -0.03873236
#> Sigma[3,3]  0.3335304281 0.113643039  0.202228945   0.48638005
#> 
#> $BGD$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002425364 0.01101794 -0.002232185   0.01868513
#> Sigma[4,2] -0.006627437 0.05419917 -0.076775012   0.06853417
#> Sigma[4,3]  0.268569637 0.07631430  0.161279025   0.36557341
#> Sigma[4,4]  0.277620629 0.06784961  0.169243280   0.35618839
#> 
#> 
#> $BGD$A
#> $BGD$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0000597 0.01989580   0.9846099    1.0304742
#> lag1_var2 -0.2143709 0.06978266  -0.3202164   -0.1194363
#> lag1_var3 -0.3899507 0.12330814  -0.5776796   -0.2285598
#> lag1_var4  0.3677169 0.11565701   0.2136297    0.5416137
#> const      1.2979355 0.16499580   1.1203040    1.5658313
#> 
#> $BGD$A$equation2
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1  0.21263934 0.200195 -0.08406111    0.4855551
#> lag1_var2  0.73728619 1.220804 -0.48960431    2.9085452
#> lag1_var3 -0.14867958 1.954998 -2.00764539    3.3328174
#> lag1_var4  0.03885765 1.863624 -3.29317214    1.7842045
#> const      1.65802546 2.774360 -0.47433854    6.5869393
#> 
#> $BGD$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 0.139816744 0.2771068  -0.2030629    0.5247288
#> lag1_var2 0.091175455 1.5930647  -1.8825996    2.1791404
#> lag1_var3 0.920564602 2.5935824  -2.2708267    4.4215457
#> lag1_var4 0.001061505 2.4927680  -3.3528876    3.0400298
#> const     0.513769020 4.0187304  -5.2730654    5.7184239
#> 
#> $BGD$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.27093501 0.2644383 -0.08855011    0.5715806
#> lag1_var2 0.08454369 1.5527574 -2.02578791    1.9242747
#> lag1_var3 0.07792689 2.5306609 -3.47340330    3.1830458
#> lag1_var4 0.78081141 2.4290922 -2.17784726    4.2784211
#> const     1.21607326 3.3417270 -3.40642838    6.1371105
#> 
#> 
#> 
#> $BGR
#> $BGR$Sigma
#> $BGR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002081782 0.000539203 0.001349429  0.002820223
#> 
#> $BGR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03387719 0.01297685  -0.0512724  -0.01643489
#> Sigma[2,2]  3.09288237 0.74472836   2.0070061   4.07855766
#> 
#> $BGR$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02203434 0.008746446  0.01370715   0.03560568
#> Sigma[3,2] -1.64747823 0.391968004 -2.24608564  -1.15260026
#> Sigma[3,3]  1.45523699 0.288810015  1.10315956   1.86589510
#> 
#> $BGR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004945227 0.005180826 -0.002202732   0.01171178
#> Sigma[4,2] -0.043842338 0.120102335 -0.213109818   0.11804946
#> Sigma[4,3]  0.647593593 0.147673856  0.488732242   0.83979310
#> Sigma[4,4]  0.677507096 0.149031469  0.519785130   0.91532174
#> 
#> 
#> $BGR$A
#> $BGR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92915939 0.01543011  0.91009973   0.95122428
#> lag1_var2 -0.04045377 0.03775638 -0.08454049   0.01195439
#> lag1_var3 -0.08169770 0.07259878 -0.16872136   0.01964421
#> lag1_var4  0.08678531 0.06970839 -0.01096010   0.17174705
#> const      1.47142285 0.30422511  1.08399386   1.86284119
#> 
#> $BGR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0264242 0.8938046  -0.9741517     1.257194
#> lag1_var2  2.2053228 1.9163996  -0.7756651     4.452201
#> lag1_var3  2.7059600 3.6286129  -3.0399282     6.973508
#> lag1_var4 -2.7824694 3.2558993  -6.6389207     2.422743
#> const      4.8896763 9.5149322  -5.6294274    18.854595
#> 
#> $BGR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.78448304 0.6315956  -0.1718172   1.52917139
#> lag1_var2 -1.73178112 1.0588751  -3.2709569  -0.44927715
#> lag1_var3 -2.39774134 1.9488383  -5.2052869   0.01041133
#> lag1_var4  3.03422177 1.7492953   0.9029597   5.52628299
#> const      0.09260274 7.7257844 -12.3982442   7.75837614
#> 
#> $BGR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8608305 0.3535786   0.3919491    1.3331035
#> lag1_var2 -1.1325946 0.6343518  -1.9995898   -0.4153294
#> lag1_var3 -2.0348665 1.2071521  -3.7228154   -0.6109295
#> lag1_var4  2.6068293 1.1039406   1.2827568    4.1633798
#> const      2.4692311 5.8587516  -6.0788615   10.4102707
#> 
#> 
#> 
#> $BHR
#> $BHR$Sigma
#> $BHR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008844083 0.0002010324 0.0005866217  0.001102513
#> 
#> $BHR$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002105589 0.0005507713 -0.002769357 -0.001198346
#> Sigma[2,2]  0.013640376 0.0032174957  0.010356373  0.018641154
#> 
#> $BHR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01220445 0.003675647  0.008112149   0.01848014
#> Sigma[3,2] -0.04932573 0.016097914 -0.073939067  -0.02775236
#> Sigma[3,3]  0.54671178 0.074447721  0.479319412   0.65769818
#> 
#> $BHR$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01086746 0.003404062  0.00735904   0.01677897
#> Sigma[4,2] -0.04038131 0.014333532 -0.06175512  -0.02082782
#> Sigma[4,3]  0.51855500 0.069680978  0.45745049   0.62812684
#> Sigma[4,4]  0.49634371 0.066796256  0.43458706   0.60476292
#> 
#> 
#> $BHR$A
#> $BHR$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9599796 0.0166118  0.94148797   0.98686206
#> lag1_var2 -0.1799212 0.1439360 -0.36459739   0.02162903
#> lag1_var3 -0.3087312 0.2042175 -0.58700913  -0.03512400
#> lag1_var4  0.3041585 0.2001563  0.03436877   0.57605270
#> const      1.2694658 0.3037637  0.82583487   1.65749204
#> 
#> $BHR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09204122 0.05694072  -0.1634855 -0.006515015
#> lag1_var2  0.74953532 0.40126673   0.3007140  1.274940693
#> lag1_var3  0.20031792 0.54329831  -0.4387187  0.920688781
#> lag1_var4 -0.17087597 0.53766695  -0.8857245  0.469068512
#> const      0.63233769 0.67804352  -0.2239579  1.471217556
#> 
#> $BHR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5998774 0.3631864  0.04184504    1.0363412
#> lag1_var2 -2.4117151 1.9322671 -4.73602023    0.3222068
#> lag1_var3 -2.6191160 2.9779875 -6.55318795    1.5476828
#> lag1_var4  3.4418039 2.9160059 -0.65851773    7.3140409
#> const     -2.1596741 5.1550693 -7.66030676    5.6369204
#> 
#> $BHR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5436643 0.3504334  0.02754544    0.9906380
#> lag1_var2 -2.3543519 1.9051224 -4.69504354    0.5067459
#> lag1_var3 -3.1479751 2.9703610 -6.88853670    1.2485642
#> lag1_var4  3.9934550 2.9067389 -0.32697055    7.6687712
#> const     -2.0682902 4.8520364 -7.47993024    5.3372808
#> 
#> 
#> 
#> $BHS
#> $BHS$Sigma
#> $BHS$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002656802 0.0005688901 0.001810709  0.003406389
#> 
#> $BHS$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05019249 0.01763072 -0.06804976  -0.02155843
#> Sigma[2,2]  3.26449196 0.82309705  2.32767660   4.48083217
#> 
#> $BHS$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.07807194 0.02262258  0.04506744    0.1006954
#> Sigma[3,2] -2.89663253 0.88163580 -4.09829709   -1.7028728
#> Sigma[3,3]  3.56871622 1.04567720  2.13092627    4.8843934
#> 
#> $BHS$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.04634285 0.01273922  0.02802377    0.0613738
#> Sigma[4,2] -0.55308147 0.41507309 -1.08434630    0.0456554
#> Sigma[4,3]  1.61270601 0.47234042  0.99061591    2.1460436
#> Sigma[4,4]  1.35499263 0.27513053  0.96869978    1.7005254
#> 
#> 
#> $BHS$A
#> $BHS$A$equation1
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9142515 0.04080659  0.863663128  0.978006310
#> lag1_var2  0.1158961 0.09385507 -0.009349494  0.242711081
#> lag1_var3  0.1586164 0.12652300 -0.008535920  0.330665200
#> lag1_var4 -0.1554813 0.11132698 -0.307237552 -0.008402528
#> const      1.7661159 0.44407849  1.221537610  2.414174159
#> 
#> $BHS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8552535  1.630060   -1.824686     2.611541
#> lag1_var2 -0.4189004  3.687020   -4.250740     5.767849
#> lag1_var3 -1.4860439  4.964286   -6.673619     6.826583
#> lag1_var4  1.3247613  4.435002   -6.295679     5.765567
#> const     -4.4027931 21.771793  -34.937634    25.592120
#> 
#> $BHS$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.044266  1.990480   -3.527277     2.165125
#> lag1_var2  4.048025  4.312223   -2.284320     9.230217
#> lag1_var3  6.151719  5.817191   -2.463849    13.135249
#> lag1_var4 -4.988299  5.122835  -11.183392     2.750718
#> const      9.292609 20.572440  -17.318918    42.140337
#> 
#> $BHS$A$equation4
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.4947674 1.058386  -1.9153991    0.9988377
#> lag1_var2  3.5183842 2.076946   0.6796878    6.4436657
#> lag1_var3  4.7537757 2.768919   1.0101070    8.7069693
#> lag1_var4 -3.6884026 2.429553  -7.1653301   -0.4155672
#> const      6.3433985 9.473476  -3.2880189   22.5854663
#> 
#> 
#> 
#> $BIH
#> $BIH$Sigma
#> $BIH$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007019444 0.001565586 0.005409148  0.009785554
#> 
#> $BIH$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01100237 0.02673419 -0.04694354   0.02567289
#> Sigma[2,2]  2.70052637 1.08784554  1.62599070   4.45031603
#> 
#> $BIH$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.004798717 0.01265281 -0.01446827   0.01967423
#> Sigma[3,2] -1.523865083 0.66883129 -2.65525409  -0.88043614
#> Sigma[3,3]  0.953922563 0.41827478  0.53098355   1.67618767
#> 
#> $BIH$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0008315164 0.005807643 -0.01007105  0.005135738
#> Sigma[4,2] -0.1845396309 0.178342327 -0.47311702  0.019464192
#> Sigma[4,3]  0.2165673453 0.115581507  0.07365419  0.391275452
#> Sigma[4,4]  0.1477570792 0.037928261  0.09074529  0.201812295
#> 
#> 
#> $BIH$A
#> $BIH$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94986053 0.04007717   0.8998191   1.01051291
#> lag1_var2 -0.01776584 0.07318788  -0.1259051   0.08062561
#> lag1_var3 -0.03529139 0.14332727  -0.2458091   0.15747661
#> lag1_var4  0.03166464 0.13046046  -0.1418770   0.22351993
#> const      1.39825136 0.50024784   0.6599701   2.10026255
#> 
#> $BIH$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.45691242  0.6044659    0.649496     2.309811
#> lag1_var2 -2.95933975  1.2450193   -4.885249    -1.715106
#> lag1_var3 -7.65580715  2.4180975  -11.440986    -5.206532
#> lag1_var4  6.99748539  2.1717297    4.906077    10.458772
#> const      0.07576596 10.4564165  -16.639831    11.856856
#> 
#> $BIH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6734067 0.3670909   -1.170961   -0.1822703
#> lag1_var2  1.9386835 0.7254448    1.122095    3.0327755
#> lag1_var3  4.7658077 1.3957209    3.199345    6.9126215
#> lag1_var4 -3.4732319 1.2444322   -5.418960   -2.0704215
#> const      0.6470322 6.4081522   -6.891182   10.0540336
#> 
#> $BIH$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06182262 0.1175685 -0.03873867    0.2738329
#> lag1_var2 -0.03824275 0.2354722 -0.31913840    0.2774496
#> lag1_var3 -0.04488016 0.4570602 -0.57035130    0.6057002
#> lag1_var4  1.01275307 0.4031124  0.43870828    1.4871940
#> const      0.41397681 2.4583598 -1.95431586    3.9072934
#> 
#> 
#> 
#> $BLR
#> $BLR$Sigma
#> $BLR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003490865 0.001135028  0.00226881  0.005354161
#> 
#> $BLR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07407751 0.02741379   -0.121096  -0.05003581
#> Sigma[2,2]  4.03171715 0.58895938    3.524331   5.04201835
#> 
#> $BLR$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0474349 0.02169045  0.02953518   0.08674063
#> Sigma[3,2] -2.3706889 0.44047600 -3.16767773  -1.97456292
#> Sigma[3,3]  1.4832215 0.40482895  1.15185517   2.21783853
#> 
#> $BLR$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.00359502 0.009539873 -0.001216127   0.01809325
#> Sigma[4,2] 0.03151022 0.177733257 -0.231253665   0.20476433
#> Sigma[4,3] 0.07785916 0.195040203 -0.034297129   0.37259005
#> Sigma[4,4] 0.10474703 0.103125422  0.047774790   0.27263710
#> 
#> 
#> $BLR$A
#> $BLR$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0006097 0.03827926   0.9456884    1.0563194
#> lag1_var2 -0.2589235 0.12517202  -0.4609296   -0.1257841
#> lag1_var3 -0.4468342 0.21471426  -0.7945584   -0.2197381
#> lag1_var4  0.4275132 0.20259896   0.2153960    0.7528577
#> const      1.0880937 0.35423528   0.6484688    1.5925652
#> 
#> $BLR$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.027243  1.245683   -2.849952    0.4039963
#> lag1_var2  4.630908  2.356154    2.047340    8.1710151
#> lag1_var3  6.573607  4.047863    2.155398   12.6106833
#> lag1_var4 -6.401054  3.747195  -11.939118   -2.1259763
#> const     17.577234 20.812844   -3.389748   50.0740555
#> 
#> $BLR$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1   1.299120  0.8140027   0.2588104     2.369478
#> lag1_var2  -3.701649  1.5481451  -6.1186943    -1.846915
#> lag1_var3  -5.509961  2.6832334  -9.7478349    -2.308515
#> lag1_var4   6.133693  2.4714703   3.2233000    10.025384
#> const     -10.586337 11.8078911 -28.1399538     2.480975
#> 
#> $BLR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7421261 0.3372678   0.4310785    1.2698300
#> lag1_var2 -1.5444526 0.8792994  -2.9319576   -0.6727733
#> lag1_var3 -2.6024607 1.5190416  -5.0116772   -1.1095918
#> lag1_var4  3.3138749 1.3947064   1.9407269    5.5255986
#> const     -0.5152610 1.5110984  -2.5441682    1.5297152
#> 
#> 
#> 
#> $BLZ
#> $BLZ$Sigma
#> $BLZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001674928 0.0001399795 0.001484731  0.001874623
#> 
#> $BLZ$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01441816 0.004893907 -0.02045382 -0.006998566
#> Sigma[2,2]  0.80988325 0.173864240  0.59304089  1.073722977
#> 
#> $BLZ$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05631923 0.009427855  0.04267756   0.06790964
#> Sigma[3,2] -0.96362294 0.349636863 -1.55799354  -0.60062002
#> Sigma[3,3]  5.51382103 0.656711527  4.72281817   6.48159748
#> 
#> $BLZ$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.05307716 0.01101286  0.03655974   0.06461547
#> Sigma[4,2] -0.52607887 0.29517792 -1.00939122  -0.16637521
#> Sigma[4,3]  5.46859631 0.73161964  4.58266476   6.65403983
#> Sigma[4,4]  5.71242719 0.88257524  4.70674964   7.14994738
#> 
#> 
#> $BLZ$A
#> $BLZ$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0100705 0.02269697  0.98379944   1.04215105
#> lag1_var2 -0.1007951 0.04906709 -0.16068561  -0.03825069
#> lag1_var3 -0.1778706 0.07983062 -0.27510431  -0.07284466
#> lag1_var4  0.1516933 0.07030815  0.05779164   0.23787598
#> const      1.3439229 0.29936970  0.86834539   1.69113369
#> 
#> $BLZ$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.186160 0.6333612   -1.963852   -0.2570046
#> lag1_var2  3.216227 1.1627493    1.588172    4.4211692
#> lag1_var3  4.163931 1.9867492    1.413777    6.1753184
#> lag1_var4 -3.726314 1.7401707   -5.502887   -1.3077252
#> const      1.458027 5.5225287   -7.314995    7.7908562
#> 
#> $BLZ$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.004018  1.820667   -1.398432     3.341540
#> lag1_var2  1.766784  3.249839   -2.283284     6.017170
#> lag1_var3  3.994331  5.544682   -2.851122    11.305359
#> lag1_var4 -3.220237  4.900289   -9.617900     2.848060
#> const     -7.356074 11.021783  -21.366737     9.747286
#> 
#> $BLZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3401724  1.937866   -2.294795     2.959420
#> lag1_var2  3.4624174  3.635222   -1.312820     8.047107
#> lag1_var3  6.1305761  6.208980   -1.964224    14.165112
#> lag1_var4 -5.0864952  5.494634  -12.186362     2.064136
#> const     -7.7814659 12.647950  -21.971304    13.146955
#> 
#> 
#> 
#> $BOL
#> $BOL$Sigma
#> $BOL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007281532 0.0002064986 0.0004800518 0.0009872193
#> 
#> $BOL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01617112 0.004959461 -0.02259493  -0.00969441
#> Sigma[2,2]  0.75284113 0.151121580  0.54008916   0.91999657
#> 
#> $BOL$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01962363 0.005861189  0.01305801   0.02887169
#> Sigma[3,2] -0.85620133 0.181595174 -1.10378338  -0.60862588
#> Sigma[3,3]  1.38276172 0.219758539  1.07752882   1.68523116
#> 
#> $BOL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008293943 0.003294093  0.004398198   0.01374137
#> Sigma[4,2] -0.327152402 0.085444924 -0.464373775  -0.22570266
#> Sigma[4,3]  0.798175135 0.098932523  0.664543754   0.92765422
#> Sigma[4,4]  0.586796331 0.054791435  0.518480322   0.66103367
#> 
#> 
#> $BOL$A
#> $BOL$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9765594 0.01090946  0.96128061   0.99105598
#> lag1_var2 -0.1398113 0.06795571 -0.21934468  -0.05600090
#> lag1_var3 -0.2070394 0.09531894 -0.31575360  -0.08482094
#> lag1_var4  0.1956869 0.09202122  0.07869209   0.30236799
#> const      1.3724323 0.15209609  1.14192872   1.56559837
#> 
#> $BOL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3624954 0.3541376   -0.155402    0.7939954
#> lag1_var2 -1.0011287 2.1357229   -3.493200    2.6536925
#> lag1_var3 -2.0360537 2.9427894   -5.307256    2.9914820
#> lag1_var4  1.9931700 2.8277666   -2.828882    5.1636369
#> const     -3.8891512 5.2775773   -8.952956    4.2179256
#> 
#> $BOL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1155943 0.4203307  -0.6445572    0.4033995
#> lag1_var2  3.3603792 2.3862455  -0.5429935    5.7776617
#> lag1_var3  3.8103221 3.2972537  -1.5716604    7.1158179
#> lag1_var4 -2.8657626 3.1692796  -6.0581078    2.2909552
#> const      2.7762379 6.1035732  -6.5179737    9.5477042
#> 
#> $BOL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1389424 0.1921262 -0.09837172    0.3571232
#> lag1_var2  2.2994155 1.2684925  0.80400369    3.8787263
#> lag1_var3  1.8064903 1.7567360 -0.29116472    4.0102607
#> lag1_var4 -0.8854302 1.7022789 -3.01628692    1.1404853
#> const     -0.5382764 4.0138913 -4.87167730    5.5307294
#> 
#> 
#> 
#> $BRA
#> $BRA$Sigma
#> $BRA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009911312 0.0004938193 0.0005638715   0.00176682
#> 
#> $BRA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02442248 0.00938767 -0.03853919   -0.0148747
#> Sigma[2,2]  1.35046663 0.37444433  0.89347810    1.9078067
#> 
#> $BRA$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01817189 0.006717384  0.01205057   0.02888663
#> Sigma[3,2] -1.04730879 0.289602687 -1.51403971  -0.78648057
#> Sigma[3,3]  1.44391115 0.232207632  1.11475868   1.76972172
#> 
#> $BRA$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003026003 0.00348668 -0.002085674  0.007977816
#> Sigma[4,2] -0.207841933 0.12589721 -0.343328254  0.008530368
#> Sigma[4,3]  0.875541778 0.20853961  0.647058317  1.187617892
#> Sigma[4,4]  0.840722901 0.25883078  0.578876886  1.260638601
#> 
#> 
#> $BRA$A
#> $BRA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95560801 0.02668483   0.9132767   0.99104242
#> lag1_var2 -0.02456785 0.07752968  -0.1311735   0.09178027
#> lag1_var3 -0.04496879 0.12282589  -0.2151681   0.13862426
#> lag1_var4  0.04262962 0.11277832  -0.1245464   0.19964014
#> const      1.37089964 0.17664572   1.1524618   1.58038129
#> 
#> $BRA$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02275228  0.7954002  -0.9737982     1.125583
#> lag1_var2  0.38432138  1.5002335  -2.2534443     1.826646
#> lag1_var3 -0.63458539  2.3410759  -4.7253971     1.669873
#> lag1_var4  0.62461633  2.1147236  -1.5072151     4.313038
#> const      1.94194155 10.5453469 -12.6058566    17.298359
#> 
#> $BRA$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.3315011  0.7105939  -1.31993821    0.5565986
#> lag1_var2  2.0548184  1.6588433  -0.49722042    4.0325578
#> lag1_var3  3.9871194  2.6146433  -0.02237728    7.1570397
#> lag1_var4 -2.8649902  2.4401355  -5.81750836    0.8662194
#> const      0.2337405 13.5883501 -16.61727256   20.6568972
#> 
#> $BRA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3698793 0.6566929  -1.1022278    0.6505034
#> lag1_var2  1.9989715 1.8581298  -0.8731451    3.9022188
#> lag1_var3  3.1089707 2.8904100  -1.3503970    6.1208402
#> lag1_var4 -1.9643720 2.6332046  -4.6865753    2.0792571
#> const      1.1307536 9.1823081 -11.5143951   14.0248782
#> 
#> 
#> 
#> $BRB
#> $BRB$Sigma
#> $BRB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002189582 0.0004034682 0.001657603  0.002763813
#> 
#> $BRB$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03823144 0.009241735 -0.05095756  -0.02619254
#> Sigma[2,2]  1.77631541 0.258153158  1.47012516   2.15667217
#> 
#> $BRB$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04581324 0.008582631  0.03458221   0.05885929
#> Sigma[3,2] -1.56516298 0.218586317 -1.87939385  -1.27675466
#> Sigma[3,3]  1.77038896 0.272048648  1.37386693   2.12242380
#> 
#> $BRB$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02295992 0.004690637  0.01566411   0.02841467
#> Sigma[4,2] -0.40475835 0.125878163 -0.56704847  -0.23628612
#> Sigma[4,3]  0.80472196 0.177349252  0.57307581   1.03132966
#> Sigma[4,4]  0.60652142 0.107304798  0.47250511   0.74723021
#> 
#> 
#> $BRB$A
#> $BRB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91573731 0.03136373  0.88779312   0.96360987
#> lag1_var2  0.04783695 0.05859828 -0.01428396   0.12742156
#> lag1_var3  0.07098075 0.08507076 -0.01993725   0.18646790
#> lag1_var4 -0.06685008 0.07755117 -0.17193670   0.01334672
#> const      1.61577690 0.29135263  1.15381834   1.89530415
#> 
#> $BRB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1308330 0.8894905  -1.2959426     1.079126
#> lag1_var2  1.3980866 1.8455456  -0.9945264     3.800156
#> lag1_var3  0.7763833 2.7525289  -2.7747006     4.386448
#> lag1_var4 -0.6335588 2.4645581  -3.8276773     2.578369
#> const     -5.7101352 7.6265981 -15.3164836     4.439354
#> 
#> $BRB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3079309 0.8213738  -1.2643733     0.880637
#> lag1_var2  1.0493783 1.4439695  -0.9150362     2.692468
#> lag1_var3  2.3641242 2.1444146  -0.5781201     4.786634
#> lag1_var4 -1.3435977 1.8872376  -3.4204778     1.282162
#> const      4.2547354 7.2045551  -5.8876842    12.950637
#> 
#> $BRB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.50471109 0.6466163  -1.5449869    0.3005884
#> lag1_var2  1.70720743 1.2922491   0.1802366    3.8304960
#> lag1_var3  2.45427617 1.9093795   0.2139204    5.5887708
#> lag1_var4 -1.29570169 1.7194406  -4.0956441    0.7944288
#> const     -0.06641933 3.8262193  -6.2864690    4.4881148
#> 
#> 
#> 
#> $BRN
#> $BRN$Sigma
#> $BRN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0008391766 0.0001868304  0.00060385  0.001107228
#> 
#> $BRN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003599623 0.003270494 -0.007689663 0.0007851446
#> Sigma[2,2]  0.375644340 0.054853529  0.292779804 0.4483898952
#> 
#> $BRN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001216321 0.002397614 -0.001886124  0.004596292
#> Sigma[3,2] -0.222080468 0.067853899 -0.324638049 -0.143107370
#> Sigma[3,3]  0.293994638 0.107159210  0.214086946  0.468710916
#> 
#> $BRN$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001251848 0.00198624 -0.004547192 0.0006898927
#> Sigma[4,2]  0.023172761 0.06420378 -0.083355582 0.0844080391
#> Sigma[4,3]  0.161493845 0.07566165  0.097506005 0.2925198175
#> Sigma[4,4]  0.190196988 0.05719528  0.128651872 0.2818048590
#> 
#> 
#> $BRN$A
#> $BRN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94435104 0.01914472  0.92013286   0.96722706
#> lag1_var2 -0.09695227 0.05872353 -0.17671603  -0.01838802
#> lag1_var3 -0.15235311 0.08956646 -0.27283990  -0.02809885
#> lag1_var4  0.14802122 0.08580319  0.02787098   0.26087997
#> const      1.56114102 0.21249213  1.21327365   1.78973511
#> 
#> $BRN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3256511 0.5874562  -0.4500507    0.9207336
#> lag1_var2 -1.0023589 1.7126928  -2.9855679    1.4640186
#> lag1_var3 -2.7267666 2.5862286  -5.6539613    0.9726669
#> lag1_var4  2.6038974 2.4051761  -0.8197374    5.3417666
#> const      1.7351832 2.9651499  -1.7814655    6.2455799
#> 
#> $BRN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4282263 0.2961761  -0.8249683  -0.02813665
#> lag1_var2  2.6101444 1.2591383   1.1704920   4.54196838
#> lag1_var3  4.9760258 1.8774573   2.7487422   7.81393658
#> lag1_var4 -3.8132317 1.7843952  -6.4954281  -1.63017897
#> const     -0.7081047 3.2769898  -4.2811614   4.30941211
#> 
#> $BRN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.25989501 0.3190557  -0.7727521    0.1305197
#> lag1_var2  1.60239606 1.0147934   0.2376671    3.0866806
#> lag1_var3  2.66407083 1.5299313   0.6095722    4.9004539
#> lag1_var4 -1.55906638 1.4534786  -3.6818239    0.3988211
#> const      0.03031769 4.9429372  -5.8935401    8.2600101
#> 
#> 
#> 
#> $BTN
#> $BTN$Sigma
#> $BTN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008542588 0.0001997653 0.0005932992  0.001097811
#> 
#> $BTN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001071616 0.003312637 -0.005758145  0.002903696
#> Sigma[2,2]  0.283280903 0.051050485  0.202351215  0.348729068
#> 
#> $BTN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.004830891 0.004423882 -0.009942589  0.001586971
#> Sigma[3,2] -0.234284228 0.086685490 -0.340825578 -0.107874040
#> Sigma[3,3]  1.755358705 0.452098116  1.176873726  2.328134125
#> 
#> $BTN$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.005711994 0.004632944 -0.01052335   0.00147096
#> Sigma[4,2] -0.049530169 0.086804858 -0.16471536   0.05704143
#> Sigma[4,3]  1.670756800 0.426636125  1.14502202   2.23643174
#> Sigma[4,4]  1.710210167 0.396878672  1.22746788   2.25281124
#> 
#> 
#> $BTN$A
#> $BTN$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.95330128 0.00970621  0.9418394026  0.966516842
#> lag1_var2 -0.09999652 0.10572402 -0.2553792005  0.014521338
#> lag1_var3 -0.16765693 0.15320348 -0.3984164503 -0.004513535
#> lag1_var4  0.16013567 0.15060080 -0.0008404541  0.387932037
#> const      1.51046370 0.20627255  1.2910278879  1.860413342
#> 
#> $BTN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5495881 0.2882023    0.166719    0.9604754
#> lag1_var2 -3.8781659 1.8841562   -6.679077   -1.5734711
#> lag1_var3 -6.6197718 2.6938472  -10.659557   -3.4474619
#> lag1_var4  6.5201576 2.6249806    3.440397   10.4510171
#> const     -3.5621369 3.4514321   -7.887963    1.7251790
#> 
#> $BTN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  -0.5067811 0.4726426   -1.074726    0.2415001
#> lag1_var2   7.5081728 3.3867535    3.427124   12.5974231
#> lag1_var3  11.8319912 4.9393394    6.015859   19.4368070
#> lag1_var4 -10.7505464 4.8128275  -18.162491   -5.0870741
#> const       4.1578759 7.1246987   -5.634886   13.0918346
#> 
#> $BTN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1618145 0.4359622  -0.5813218    0.6053111
#> lag1_var2  4.7723095 2.9808964   0.7672075    9.1569527
#> lag1_var3  7.1774540 4.3625226   1.8081880   13.7792201
#> lag1_var4 -6.1508795 4.2655363 -12.5894258   -0.8869741
#> const      1.4257416 7.6115734  -8.3060897   12.2540924
#> 
#> 
#> 
#> $BWA
#> $BWA$Sigma
#> $BWA$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002399684 0.0007300113  0.00153018  0.003504742
#> 
#> $BWA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] 0.005465353 0.01771327 -0.01924493   0.02714847
#> Sigma[2,2] 2.932003153 1.17408800  1.62198274   4.63930817
#> 
#> $BWA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001390424 0.008139366 -0.008563755   0.01364529
#> Sigma[3,2] -1.456099419 0.521651500 -2.357592818  -0.96713518
#> Sigma[3,3]  1.279719641 0.234537968  1.061484588   1.68609831
#> 
#> $BWA$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.006620964 0.005287862  0.0008162603   0.01496261
#> Sigma[4,2] 0.394838429 0.484215189 -0.0458619558   1.19910541
#> Sigma[4,3] 0.502651263 0.156075250  0.2523384425   0.66493628
#> Sigma[4,4] 0.932284788 0.322035340  0.6467705011   1.45263401
#> 
#> 
#> $BWA$A
#> $BWA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96043708 0.03013980  0.91393764   0.99218705
#> lag1_var2 -0.01339244 0.03310998 -0.05458386   0.04115998
#> lag1_var3 -0.03237038 0.05508090 -0.09520533   0.05904149
#> lag1_var4  0.02092547 0.04248335 -0.04858499   0.07262707
#> const      1.52255193 0.33442205  1.11936386   2.05681586
#> 
#> $BWA$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.7286182  0.9905231  -0.5626411     2.262876
#> lag1_var2 -0.2868119  1.4592120  -2.3243719     1.710888
#> lag1_var3 -1.6265462  2.3056843  -4.9495152     1.541498
#> lag1_var4  1.3987848  1.9026750  -1.0982812     4.134211
#> const      2.7793531 14.1930524 -17.4101090    21.639278
#> 
#> $BWA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.36085080 0.6321306  -0.5589771    1.2590634
#> lag1_var2 -0.03869676 0.5356614  -0.8682822    0.6037763
#> lag1_var3  0.59021843 0.8116144  -0.5864292    1.6688650
#> lag1_var4  0.19456516 0.6759122  -0.6426928    1.1851471
#> const      0.88761676 8.4892821  -8.7218302   15.2288592
#> 
#> $BWA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9804961 0.5104611    0.327299   1.68917296
#> lag1_var2 -0.9954002 0.6056923   -1.735899  -0.01638559
#> lag1_var3 -1.7053134 1.0042223   -2.907330  -0.13992485
#> lag1_var4  2.2826859 0.8162841    1.031068   3.30562503
#> const      2.5153151 5.5917225   -3.845035  11.40410023
#> 
#> 
#> 
#> $CAF
#> $CAF$Sigma
#> $CAF$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008936694 0.003448501 0.005343701   0.01434078
#> 
#> $CAF$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001157745 0.003017987 -0.002921643   0.00550759
#> Sigma[2,2] 0.018870328 0.002537694  0.015458619   0.02210196
#> 
#> $CAF$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.003128794 0.006272710 -0.01323613  0.004818212
#> Sigma[3,2] -0.030224510 0.006411283 -0.03874588 -0.022200382
#> Sigma[3,3]  0.068393363 0.017220149  0.04795714  0.093279980
#> 
#> $CAF$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.002389544 0.004359038 -0.00954478  0.002875383
#> Sigma[4,2] -0.017498021 0.005317985 -0.02512612 -0.010981055
#> Sigma[4,3]  0.048965805 0.013774607  0.03137376  0.068913592
#> Sigma[4,4]  0.038210698 0.010878241  0.02371589  0.053632719
#> 
#> 
#> $CAF$A
#> $CAF$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8923032 0.1266507   0.7179218    1.0661099
#> lag1_var2  0.1087066 0.4082763  -0.3007965    0.7142817
#> lag1_var3  0.1705692 0.6383858  -0.4717252    1.1563558
#> lag1_var4 -0.1588031 0.6087377  -1.0960543    0.4383749
#> const      1.5414676 0.4036827   0.9663948    2.1076527
#> 
#> $CAF$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.005803769 0.0847674  -0.1365533   0.08628295
#> lag1_var2 -0.097430049 0.5198680  -0.9107825   0.54021492
#> lag1_var3 -1.165912740 0.6655739  -2.2172310  -0.31446705
#> lag1_var4  1.182323297 0.6819906   0.3289582   2.27405098
#> const      0.391468364 0.6385413  -0.4069724   1.39636342
#> 
#> $CAF$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1658927 0.1856683 -0.10172791    0.3911433
#> lag1_var2  0.9628450 1.0192433  0.02154756    2.5803356
#> lag1_var3  1.8544346 1.3003498  0.60958784    3.8270216
#> lag1_var4 -0.9434805 1.3082204 -2.97813217    0.2908229
#> const      0.9664370 0.9983728 -0.72274159    2.0377916
#> 
#> $CAF$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.1608807 0.1481266 -0.06139929    0.3284594
#> lag1_var2 0.4174356 0.8328276 -0.48847119    1.6387393
#> lag1_var3 0.3360506 1.0896231 -0.84966415    1.9417961
#> lag1_var4 0.5914358 1.0757413 -0.96787051    1.7812088
#> const     0.8603341 0.8140982 -0.39120829    1.8253564
#> 
#> 
#> 
#> $CAN
#> $CAN$Sigma
#> $CAN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004552723 0.0001289227 0.0003397396 0.0006818481
#> 
#> $CAN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01761116 0.006032558 -0.02754809  -0.01170872
#> Sigma[2,2]  0.93810246 0.293465335  0.71054807   1.41487720
#> 
#> $CAN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01696068 0.005620127  0.01154999   0.02670932
#> Sigma[3,2] -0.87783154 0.265532469 -1.29417387  -0.62899135
#> Sigma[3,3]  0.94279039 0.244881239  0.69236515   1.34999078
#> 
#> $CAN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006001924 0.002255522  0.003708661  0.009799122
#> Sigma[4,2] -0.289765925 0.099780691 -0.444168392 -0.171976512
#> Sigma[4,3]  0.402866052 0.102456910  0.305894926  0.570460133
#> Sigma[4,4]  0.232699523 0.054694604  0.190921145  0.321467693
#> 
#> 
#> $CAN$A
#> $CAN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97093327 0.01790292  0.94882848   0.99878458
#> lag1_var2 -0.04533915 0.07342450 -0.15121235   0.05576720
#> lag1_var3 -0.07146951 0.11489753 -0.23594771   0.08682075
#> lag1_var4  0.06069476 0.10727698 -0.08914283   0.21319501
#> const      1.53063373 0.23175327  1.21997925   1.86096302
#> 
#> $CAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4860719 0.8802256   -1.905943    0.4479629
#> lag1_var2  1.0011094 3.1936210   -2.615525    6.1892607
#> lag1_var3  0.4000612 5.0001292   -5.254661    8.4490001
#> lag1_var4 -0.1432914 4.6537494   -7.617331    5.1848661
#> const     -1.4191839 7.2302237  -13.621405    6.3864069
#> 
#> $CAN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1271975 0.8810174  -0.9351108     1.421718
#> lag1_var2  1.6036175 3.2675886  -3.0998686     6.190053
#> lag1_var3  3.2323364 5.1293535  -4.1193607    10.376318
#> lag1_var4 -2.3473459 4.7858053  -9.1033949     4.467249
#> const      2.9978480 8.3240452  -6.6570035    15.898109
#> 
#> $CAN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2222766 0.3579779  -0.7147958    0.2846205
#> lag1_var2  1.9087814 1.5416956   0.5235396    4.3269221
#> lag1_var3  2.9695592 2.4127945   0.7629936    6.7204950
#> lag1_var4 -1.8982445 2.2601976  -5.4578723    0.1385255
#> const      1.7993680 5.1632744  -4.7135824    9.6004021
#> 
#> 
#> 
#> $CHA
#> $CHA$Sigma
#> $CHA$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00127409 0.0003401363 0.0008572823  0.001822269
#> 
#> $CHA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01118719 0.004354842 -0.01739468 -0.006399075
#> Sigma[2,2]  0.23838365 0.063073639  0.17995136  0.340483896
#> 
#> $CHA$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.009846877 0.003388916  0.00622744   0.01499125
#> Sigma[3,2] -0.164440643 0.059982557 -0.25704855  -0.09780913
#> Sigma[3,3]  0.187653147 0.052951432  0.12882772   0.26369987
#> 
#> $CHA$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003495478 0.002342016 -0.0000457783  0.006512234
#> Sigma[4,2] -0.026235947 0.029986543 -0.0626834411  0.016544734
#> Sigma[4,3]  0.097493402 0.021412920  0.0748359572  0.127895847
#> Sigma[4,4]  0.087920678 0.009286016  0.0739438642  0.098252817
#> 
#> 
#> $CHA$A
#> $CHA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93560135 0.03515528  0.89704883    0.9923448
#> lag1_var2  0.02941693 0.09806220 -0.09961919    0.1577740
#> lag1_var3  0.04471596 0.16646043 -0.17587507    0.2645721
#> lag1_var4 -0.04514982 0.15480484 -0.25021785    0.1633548
#> const      1.50175584 0.30633272  1.11534483    1.9554214
#> 
#> $CHA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1666110 0.6365157   -1.168180     0.504153
#> lag1_var2  0.9181123 1.7461434   -1.079339     3.580843
#> lag1_var3  0.1665102 3.0567136   -3.306669     4.740800
#> lag1_var4 -0.1170835 2.8157632   -4.370687     3.010877
#> const      2.1042039 5.1910351   -4.631959     9.485857
#> 
#> $CHA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3707998 0.5084557  -0.9008588    0.4069468
#> lag1_var2  1.5111208 1.3281313  -0.6017065    2.8288519
#> lag1_var3  3.3943855 2.3296396  -0.3070602    5.6485243
#> lag1_var4 -2.2637515 2.1505769  -4.3237448    1.1761423
#> const      0.1373440 3.5856127  -5.2110390    5.1858050
#> 
#> $CHA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5160887 0.3206629  -0.9279840   -0.0403938
#> lag1_var2  1.6919725 0.6648431   0.7198944    2.5034934
#> lag1_var3  2.8809666 1.1523278   1.1530668    4.2376979
#> lag1_var4 -1.6982392 1.0331669  -2.8893660   -0.1474210
#> const      1.1027480 2.5648287  -2.2171595    4.4958728
#> 
#> 
#> 
#> $CHE
#> $CHE$Sigma
#> $CHE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003218029 0.0001151331 0.0001969804 0.0004964664
#> 
#> $CHE$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002139207 0.001286445 -0.004213161 -0.0006661068
#> Sigma[2,2]  0.196708537 0.039802297  0.141491443  0.2548751510
#> 
#> $CHE$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -3.840016e-05 0.001421816 -0.001670648  0.001933349
#> Sigma[3,2] -1.232540e-01 0.024387391 -0.161207215 -0.098744846
#> Sigma[3,3]  5.022802e-01 0.154295190  0.373809194  0.779994568
#> 
#> $CHE$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001554860 0.001183098 -0.002952279 0.0001197301
#> Sigma[4,2]  0.007794892 0.020080691 -0.011620589 0.0426311153
#> Sigma[4,3]  0.436414755 0.150318411  0.310572942 0.7037571602
#> Sigma[4,4]  0.458730516 0.154604525  0.321989241 0.7270772449
#> 
#> 
#> $CHE$A
#> $CHE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95202380 0.01628690  0.93424190  0.978141563
#> lag1_var2 -0.06724585 0.04276726 -0.12875633 -0.009740156
#> lag1_var3 -0.11807973 0.06124650 -0.20518860 -0.035504690
#> lag1_var4  0.11494724 0.05882473  0.03420657  0.198793521
#> const      1.48029644 0.17369741  1.17864439  1.654527257
#> 
#> $CHE$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.1589518 0.274034  -0.2564007    0.4503027
#> lag1_var2 -1.4521834 1.455665  -3.1814956    0.8646641
#> lag1_var3 -3.1290519 2.073601  -5.5335323    0.1940001
#> lag1_var4  3.0661062 2.020723  -0.1390697    5.4537896
#> const      1.3386528 3.952656  -3.8046619    6.7342066
#> 
#> $CHE$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.2100936 0.383260  -0.3922878    0.5786062
#> lag1_var2  2.1856714 2.280144  -1.3992519    4.8385835
#> lag1_var3  3.9011054 3.341562  -1.3936600    7.7633690
#> lag1_var4 -3.0519941 3.220039  -6.7874827    2.0801037
#> const      3.5703906 7.795327  -6.3951490   14.8126958
#> 
#> $CHE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3059858 0.3378064  -0.2103286    0.6242527
#> lag1_var2  0.8948841 1.7541002  -1.9216714    3.0736279
#> lag1_var3  1.3154340 2.6120431  -2.8986103    4.5314029
#> lag1_var4 -0.5002771 2.4905292  -3.5262573    3.5311210
#> const      4.1724383 5.8065005  -2.3254167   12.3507317
#> 
#> 
#> 
#> $CHL
#> $CHL$Sigma
#> $CHL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009705031 0.0003213312 0.0006612149  0.001518389
#> 
#> $CHL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02636213 0.006921971 -0.03665123   -0.0183424
#> Sigma[2,2]  1.66724834 0.312230192  1.24532114    2.1411790
#> 
#> $CHL$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0358191 0.008356852  0.02815843   0.04926442
#> Sigma[3,2] -1.8550843 0.323971303 -2.37907935  -1.53467611
#> Sigma[3,3]  2.9826819 0.473545631  2.38390865   3.64836788
#> 
#> $CHL$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02253032 0.006265903  0.01627262   0.03128979
#> Sigma[4,2] -0.97653296 0.197555890 -1.28513942  -0.73699358
#> Sigma[4,3]  2.08800769 0.368682791  1.55711697   2.53599866
#> Sigma[4,4]  1.66421950 0.309971799  1.23249434   2.04555096
#> 
#> 
#> $CHL$A
#> $CHL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96881367 0.02150138  0.95059254   1.00790064
#> lag1_var2 -0.05315990 0.05474551 -0.14002137   0.01885147
#> lag1_var3 -0.09512179 0.09608577 -0.24454442   0.03324606
#> lag1_var4  0.08411218 0.08679914 -0.03358532   0.21738297
#> const      1.47043582 0.23775062  1.08502076   1.68365932
#> 
#> $CHL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5281779 0.9390816  -1.9334398    0.5480637
#> lag1_var2  1.6927241 2.5750426  -0.9188319    5.6290577
#> lag1_var3  1.7232069 4.5432325  -2.9815997    8.6224941
#> lag1_var4 -1.4472326 4.1145338  -7.6843089    2.8490227
#> const      0.1107949 4.7358884  -6.9810725    5.4504646
#> 
#> $CHL$A$equation3
#>                   mean       sd 5% quantile 95% quantile
#> lag1_var1  1.856173896 1.258030   0.4320218     3.594206
#> lag1_var2 -3.337075364 3.536040  -8.1021032     1.430647
#> lag1_var3 -5.094145508 6.202006 -13.4684832     3.371654
#> lag1_var4  5.245633080 5.631577  -2.4873365    12.816094
#> const     -0.004335362 5.788846  -6.2386076     8.868377
#> 
#> $CHL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.6948382 0.8329558   0.6428441    2.8300803
#> lag1_var2 -3.1410192 2.5282764  -5.9629835    0.5322681
#> lag1_var3 -5.4600778 4.4097205 -10.3806616    0.9644210
#> lag1_var4  5.7156830 4.0275850  -0.1610918   10.1486209
#> const     -0.4665544 4.0203056  -5.6031439    5.0192189
#> 
#> 
#> 
#> $CHN
#> $CHN$Sigma
#> $CHN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0003508358 6.905934e-05 0.000259457  0.000445714
#> 
#> $CHN$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001243755 0.0006287534 -0.001930086 -0.0002341178
#> Sigma[2,2]  0.036528505 0.0045859439  0.029644352  0.0422280285
#> 
#> $CHN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003934966 0.001066261  0.002795849  0.005542247
#> Sigma[3,2] -0.059473941 0.011831008 -0.075821202 -0.043510919
#> Sigma[3,3]  0.236477990 0.036301349  0.201150407  0.287075189
#> 
#> $CHN$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.003208116 0.001046225  0.00186578  0.004743412
#> Sigma[4,2] -0.035741567 0.011730319 -0.05153854 -0.019540495
#> Sigma[4,3]  0.205797926 0.035327039  0.17122826  0.259861380
#> Sigma[4,4]  0.191112982 0.034513743  0.15474859  0.247628546
#> 
#> 
#> $CHN$A
#> $CHN$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.95505315 0.004621524  0.94840313   0.96101734
#> lag1_var2 -0.01844813 0.058068103 -0.09112984   0.07083858
#> lag1_var3 -0.05916128 0.079885365 -0.15831576   0.06236514
#> lag1_var4  0.05635791 0.077990576 -0.06165239   0.15320183
#> const      1.50462001 0.108395214  1.33420708   1.64971550
#> 
#> $CHN$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1985183 0.05163497   0.1229712    0.2638414
#> lag1_var2 -0.9134549 0.55486720  -1.7065412   -0.1829612
#> lag1_var3 -2.2086401 0.74358679  -3.2734914   -1.2468902
#> lag1_var4  2.1358175 0.72710590   1.1955908    3.1767268
#> const      0.8809242 0.78286622  -0.1732026    1.9229256
#> 
#> $CHN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3367136 0.1513684  -0.4843792  -0.07573332
#> lag1_var2  2.6512630 1.5387684   0.2468776   4.27767993
#> lag1_var3  3.9178733 2.1017607   0.7088755   6.34159330
#> lag1_var4 -2.8140266 2.0596140  -5.2133195   0.32430460
#> const     -0.4145572 2.5096372  -3.9815683   2.72433607
#> 
#> $CHN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2252296 0.1390938  -0.3646020  0.004371901
#> lag1_var2  1.6231310 1.3668222  -0.4647294  3.033396131
#> lag1_var3  1.7688670 1.8465306  -1.0099346  3.893322730
#> lag1_var4 -0.7016999 1.8092631  -2.8099407  2.014493078
#> const     -0.1497859 2.4883733  -3.5110410  3.207252303
#> 
#> 
#> 
#> $CIV
#> $CIV$Sigma
#> $CIV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001343944 0.0001921142 0.001082779  0.001586314
#> 
#> $CIV$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01153225 0.002184963 -0.01450964 -0.008575168
#> Sigma[2,2]  0.41781669 0.079539563  0.31947900  0.549761520
#> 
#> $CIV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007282816 0.001986456  0.004424653   0.01029152
#> Sigma[3,2] -0.248948746 0.047126233 -0.322399515  -0.19542201
#> Sigma[3,3]  0.246097126 0.031116382  0.197373438   0.27760953
#> 
#> $CIV$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0003680691 0.001877203 -0.00276934  0.002219997
#> Sigma[4,2]  0.0312491367 0.024138421  0.00230783  0.069797463
#> Sigma[4,3]  0.0819988762 0.027868567  0.04784451  0.124422215
#> Sigma[4,4]  0.1059552872 0.028986184  0.07254200  0.151128791
#> 
#> 
#> $CIV$A
#> $CIV$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9522266 0.02085222   0.9216251    0.9790208
#> lag1_var2 -0.3151852 0.18544051  -0.6052372   -0.1224062
#> lag1_var3 -0.4489648 0.28016547  -0.8915136   -0.1606046
#> lag1_var4  0.4487769 0.27650196   0.1643333    0.8826031
#> const      1.2970089 0.35585218   0.8821651    1.7834798
#> 
#> $CIV$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08814301 0.3012558 -0.49840870    0.2143399
#> lag1_var2  2.18006190 2.6077467  0.05648218    6.8154696
#> lag1_var3  1.92249920 3.9445597 -1.28318085    8.9224964
#> lag1_var4 -1.94095205 3.8956294 -8.86904635    1.2486854
#> const      3.63692130 3.6273965 -0.72624181    8.5203157
#> 
#> $CIV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5241283 0.2641831   0.2105224    0.8847269
#> lag1_var2 -0.9523914 1.4455358  -3.4115105    0.3892763
#> lag1_var3 -0.6514892 2.2362833  -4.4339010    1.4432445
#> lag1_var4  1.4762834 2.1867230  -0.4759956    5.2123651
#> const     -1.6621476 3.0603535  -4.8409602    3.4630644
#> 
#> $CIV$A$equation4
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4798416139 0.2046207   0.1927204    0.7493126
#> lag1_var2  0.0002919598 0.6270319  -0.8517303    0.8972775
#> lag1_var3 -0.1252794812 0.9631005  -1.5131271    1.1900506
#> lag1_var4  0.9379795715 0.9363705  -0.3508713    2.2423285
#> const      0.3795553701 1.9884204  -2.2894989    3.0225067
#> 
#> 
#> 
#> $CMR
#> $CMR$Sigma
#> $CMR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007258444 0.0001540597 0.0005335974 0.0009401911
#> 
#> $CMR$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003938917 0.002557104 -0.007803384 -0.001166758
#> Sigma[2,2]  0.094208131 0.031795619  0.067518990  0.147032647
#> 
#> $CMR$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.006081749 0.005751763 -0.0005705817   0.01509525
#> Sigma[3,2] -0.181570453 0.064866081 -0.2830747638  -0.12737155
#> Sigma[3,3]  0.439270674 0.134475707  0.3231550928   0.65908440
#> 
#> $CMR$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002991827 0.00393191 -0.001832888  0.009154685
#> Sigma[4,2] -0.109624282 0.04160188 -0.176172196 -0.073619213
#> Sigma[4,3]  0.305195191 0.08703984  0.228737384  0.448161166
#> Sigma[4,4]  0.226514252 0.05750552  0.170837401  0.319243050
#> 
#> 
#> $CMR$A
#> $CMR$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.94020245 0.007540421  0.92914277   0.94946530
#> lag1_var2  0.02723028 0.079462820 -0.09222349   0.12321582
#> lag1_var3  0.04542213 0.096475568 -0.09963361   0.16233001
#> lag1_var4 -0.04492602 0.093806649 -0.15838195   0.09583697
#> const      1.46441272 0.185063053  1.22141151   1.70806783
#> 
#> $CMR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1564904 0.1215144  0.01078993   0.34223160
#> lag1_var2 -0.1533519 0.8613920 -1.29920718   0.99068437
#> lag1_var3 -1.4171658 1.0463443 -2.80294648  -0.05515042
#> lag1_var4  1.3521263 1.0115424  0.03263076   2.69254894
#> const      1.3565947 3.0409351 -3.36176233   4.93516155
#> 
#> $CMR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03983935 0.2116563   -0.346193    0.2044283
#> lag1_var2  0.86857084 1.8563640   -2.088552    3.0752362
#> lag1_var3  1.77749890 2.2426273   -1.760944    4.4429019
#> lag1_var4 -0.76514591 2.1692399   -3.347189    2.6627891
#> const     -1.82317884 5.6766805   -8.485117    6.2127202
#> 
#> $CMR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06034351 0.1341504  -0.1263127    0.2397623
#> lag1_var2  0.30169322 1.3103163  -1.8652163    1.6829221
#> lag1_var3  0.06938707 1.5779409  -2.5342279    1.7299509
#> lag1_var4  0.90403117 1.5274184  -0.7067364    3.4251251
#> const     -1.28875482 3.5447729  -5.7398597    3.3176609
#> 
#> 
#> 
#> $COD
#> $COD$Sigma
#> $COD$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002362631 0.0003946106 0.001843578  0.002897644
#> 
#> $COD$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001080298 0.0009673736 -0.002287006 0.0004376605
#> Sigma[2,2]  0.036708974 0.0072477811  0.026020343 0.0452805794
#> 
#> $COD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.005600288 0.002999294 -0.009301476 -0.001473679
#> Sigma[3,2] -0.081584804 0.016192890 -0.103411680 -0.060989991
#> Sigma[3,3]  0.252905767 0.030764068  0.206050693  0.294636908
#> 
#> $COD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.006500247 0.002649617 -0.009601398 -0.002718486
#> Sigma[4,2] -0.059804840 0.012034127 -0.076279587 -0.045243315
#> Sigma[4,3]  0.205620604 0.024826711  0.166353128  0.237912588
#> Sigma[4,4]  0.171374497 0.022076166  0.138589060  0.201122548
#> 
#> 
#> $COD$A
#> $COD$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9449015 0.02792017  0.90596447   0.98129641
#> lag1_var2  0.1878295 0.26197751 -0.05168167   0.66598119
#> lag1_var3  0.2861767 0.44985524 -0.07816884   1.12079460
#> lag1_var4 -0.2896939 0.44264791 -1.11121691   0.06536921
#> const      1.6150221 0.38286810  0.93398207   1.90899602
#> 
#> $COD$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.24925931 0.09212944   0.1419291    0.3969131
#> lag1_var2 -0.04734335 0.83894753  -1.4265493    0.6986550
#> lag1_var3 -0.97610452 1.41536033  -3.3584318    0.3976434
#> lag1_var4  0.89355747 1.38979023  -0.4655789    3.2336269
#> const      1.19878665 1.76917689  -0.8773805    3.6410555
#> 
#> $COD$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.3835789 0.239773  -0.7741931   -0.1418261
#> lag1_var2  1.7924745 2.858911  -1.8190532    6.0223964
#> lag1_var3  2.8802942 4.876966  -3.4701028   10.2517763
#> lag1_var4 -1.7540464 4.795083  -9.0121645    4.5054314
#> const     -1.6577966 4.309195  -7.9161106    3.7310682
#> 
#> $COD$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2440377 0.1872308  -0.5424233  -0.04770219
#> lag1_var2  1.4194591 2.3139247  -1.5109334   4.83733968
#> lag1_var3  1.7102713 3.9513003  -3.4396136   7.65780534
#> lag1_var4 -0.6231893 3.8858495  -6.4832255   4.45305544
#> const     -1.3082451 3.3782941  -6.2965210   3.09496906
#> 
#> 
#> 
#> $COG
#> $COG$Sigma
#> $COG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002418926 0.0004948503 0.001675381  0.002954104
#> 
#> $COG$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0114250 0.003535397 -0.01551559 -0.006541147
#> Sigma[2,2]  0.2788903 0.075709941  0.17521155  0.371381853
#> 
#> $COG$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01162314 0.005992707  0.003935596   0.01921186
#> Sigma[3,2] -0.43066274 0.114887152 -0.582379380  -0.27394051
#> Sigma[3,3]  0.73476436 0.172198746  0.502615873   0.97310487
#> 
#> $COG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004839069 0.004787086 -0.001283648   0.01088133
#> Sigma[4,2] -0.298627630 0.077092064 -0.406151548  -0.19599753
#> Sigma[4,3]  0.550365209 0.114079067  0.401774421   0.71440561
#> Sigma[4,4]  0.434843602 0.075766197  0.341915972   0.54554604
#> 
#> 
#> $COG$A
#> $COG$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.93318220 0.01933337  0.906806682   0.95576109
#> lag1_var2  0.08969018 0.06701253  0.008553844   0.19645092
#> lag1_var3  0.17025405 0.13826402  0.007779285   0.39819506
#> lag1_var4 -0.16437230 0.12835370 -0.377943861  -0.02128229
#> const      1.67031559 0.44063663  1.072544657   2.25867810
#> 
#> $COG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.20232517 0.2611968  -0.1461549    0.5669674
#> lag1_var2  0.63433744 0.5584764  -0.1520998    1.3917552
#> lag1_var3  0.37269353 0.8739940  -0.9035678    1.3580330
#> lag1_var4 -0.25809798 0.7687599  -1.1923340    0.8682378
#> const     -0.05782683 5.0663013  -9.1816935    3.7632351
#> 
#> $COG$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.1810434 0.392398  -0.6901527    0.3982823
#> lag1_var2  0.9938889 1.101148  -0.4444604    2.5535005
#> lag1_var3  1.4639339 1.853775  -0.9104585    4.1537784
#> lag1_var4 -0.6085226 1.660133  -3.0112012    1.6190448
#> const      0.4190214 7.712284  -6.3670238   14.2031359
#> 
#> $COG$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09057034 0.2944343  -0.4527396    0.3389001
#> lag1_var2  1.13197647 0.9035824  -0.1037270    2.3439108
#> lag1_var3  1.25636905 1.5443947  -0.8509019    3.3941425
#> lag1_var4 -0.30567222 1.3898259  -2.2288584    1.5589160
#> const     -0.13066552 5.3786353  -5.4631980    9.1800933
#> 
#> 
#> 
#> $COL
#> $COL$Sigma
#> $COL$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000919979 0.0002143617 0.0006839176  0.001241068
#> 
#> $COL$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03686206 0.00998638 -0.05141209   -0.0246725
#> Sigma[2,2]  3.70251415 0.64878340  2.86327828    4.5995454
#> 
#> $COL$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02344986 0.007071011  0.01300713   0.03217637
#> Sigma[3,2] -2.56398022 0.487431827 -3.22294944  -1.90305579
#> Sigma[3,3]  2.22568832 0.429462665  1.65438841   2.89083225
#> 
#> $COL$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0006318817 0.002289442  -0.0040182  0.001959665
#> Sigma[4,2] -0.1317623338 0.225801117  -0.4752005  0.113260883
#> Sigma[4,3]  0.6001978154 0.224589724   0.3715793  0.980065451
#> Sigma[4,4]  0.5820174537 0.124875067   0.4226123  0.757256776
#> 
#> 
#> $COL$A
#> $COL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94253679 0.01534643  0.91890180   0.96357062
#> lag1_var2  0.05602554 0.04923458 -0.02162950   0.10870199
#> lag1_var3  0.08488894 0.07462649 -0.03259557   0.16579071
#> lag1_var4 -0.08393756 0.06812360 -0.15935892   0.02067505
#> const      1.47413436 0.27291885  1.08826002   1.79361411
#> 
#> $COL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8337029 0.9930436  -0.2806549     2.385483
#> lag1_var2 -2.6748362 3.3830524  -6.8621008     1.784193
#> lag1_var3 -5.1402912 5.0842061 -11.5499217     1.565895
#> lag1_var4  4.8753840 4.6594260  -1.2332335    10.644745
#> const     -1.1891070 9.5053904 -12.7319422     9.566717
#> 
#> $COL$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.086730 0.9982385   -2.505981  0.002778237
#> lag1_var2  4.233367 2.5682188    1.038652  7.173178647
#> lag1_var3  7.100997 3.8717082    2.261975 11.625482584
#> lag1_var4 -5.768682 3.5219895   -9.836654 -1.390368067
#> const      4.130018 6.8278526   -5.124927 12.466196195
#> 
#> $COL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6312516 0.5234202   -1.407500  -0.05873026
#> lag1_var2  2.1833559 0.9205356    1.251984   3.62541112
#> lag1_var3  3.2686490 1.4165072    1.841790   5.51954592
#> lag1_var4 -2.0715975 1.2635702   -4.078067  -0.81083910
#> const      3.1420169 5.1001420   -3.581727  10.48467835
#> 
#> 
#> 
#> $COM
#> $COM$Sigma
#> $COM$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001044759 0.0003247712 0.0008135118  0.001574042
#> 
#> $COM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002771549 0.001289550 -0.004549884  -0.00118961
#> Sigma[2,2]  0.025148402 0.006963535  0.018389130   0.03571826
#> 
#> $COM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003472338 0.006328455 -0.002541619  0.013423971
#> Sigma[3,2] -0.016535210 0.017361145 -0.039272492  0.003751359
#> Sigma[3,3]  0.304501546 0.121105118  0.171909169  0.509470331
#> 
#> $COM$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002304144 0.00642108 -0.003900794   0.01239270
#> Sigma[4,2] -0.004161539 0.01772050 -0.028301413   0.01497839
#> Sigma[4,3]  0.311430224 0.12252387  0.175366097   0.51619191
#> Sigma[4,4]  0.325323856 0.12396798  0.184153723   0.52873846
#> 
#> 
#> $COM$A
#> $COM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93683353 0.01098496   0.9206128   0.95162835
#> lag1_var2 -0.06036306 0.04868805  -0.1177543  -0.00471481
#> lag1_var3 -0.12026759 0.09373136  -0.2436549  -0.01064805
#> lag1_var4  0.11814723 0.08973326   0.0132706   0.23748426
#> const      1.44213866 0.24582490   1.1348772   1.72738233
#> 
#> $COM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05197735 0.1015115  -0.1234617    0.1566968
#> lag1_var2  0.71160190 0.4384579   0.2709904    1.4515396
#> lag1_var3  0.32493533 0.9957615  -0.7453557    1.9759534
#> lag1_var4 -0.33464852 0.9487913  -1.9102707    0.6836990
#> const      1.23160100 1.3511077   0.1063688    3.6401094
#> 
#> $COM$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.371337 0.2510217   0.0917374    0.7243013
#> lag1_var2 -1.530360 1.1768543  -3.3452384   -0.2117195
#> lag1_var3 -2.158557 2.5043944  -5.4862665    0.7869114
#> lag1_var4  3.062925 2.3809764   0.2480705    6.2137575
#> const     -2.349802 3.0837603  -5.9663967    1.6474164
#> 
#> $COM$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.406771 0.2497736   0.1246406   0.78710696
#> lag1_var2 -1.633403 1.1458513  -3.3335558  -0.28110719
#> lag1_var3 -2.877417 2.4718948  -6.4393667   0.06951277
#> lag1_var4  3.783051 2.3515482   0.9900197   7.15901485
#> const     -2.131517 3.2531331  -6.0295074   2.35713419
#> 
#> 
#> 
#> $CPV
#> $CPV$Sigma
#> $CPV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003159689 0.0006983181 0.002268217  0.004219822
#> 
#> $CPV$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02313961 0.005659847 -0.02851794  -0.01482564
#> Sigma[2,2]  0.55891170 0.107821306  0.38132019   0.68318007
#> 
#> $CPV$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03613993 0.01053539  0.02176309   0.04795704
#> Sigma[3,2] -0.81706054 0.14507387 -1.02670684  -0.62829501
#> Sigma[3,3]  1.54891416 0.23450910  1.27250383   1.90507478
#> 
#> $CPV$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02697642 0.01010018  0.01270941   0.03821899
#> Sigma[4,2] -0.57680520 0.11003606 -0.74009012  -0.46477617
#> Sigma[4,3]  1.24655229 0.19678215  0.98718464   1.53731794
#> Sigma[4,4]  1.05451998 0.17083905  0.82669435   1.29093597
#> 
#> 
#> $CPV$A
#> $CPV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92929097 0.02529853  0.90917552    0.9712627
#> lag1_var2  0.02945622 0.06728919 -0.06074401    0.1048964
#> lag1_var3  0.02108946 0.12630532 -0.14656272    0.1605319
#> lag1_var4 -0.02133482 0.11541973 -0.14863999    0.1322634
#> const      1.32715339 0.34475324  0.91601001    1.8212062
#> 
#> $CPV$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08446169 0.4626568  -0.7276374    0.5097756
#> lag1_var2  1.10217150 1.1371723  -0.6306888    2.6568916
#> lag1_var3  1.28061500 2.3271680  -2.1498050    4.3372017
#> lag1_var4 -1.13816879 2.1353864  -3.9181874    2.0267004
#> const      1.68990945 5.8868510  -6.7827483    9.1444648
#> 
#> $CPV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8809358 0.6019864   -1.676645    -0.104303
#> lag1_var2  2.9512682 1.5332465    1.456984     5.478889
#> lag1_var3  5.8085959 2.9957201    2.795943    10.630358
#> lag1_var4 -4.5749324 2.7550294   -8.989782    -1.789314
#> const      2.5128176 8.2491075   -7.653337    14.317540
#> 
#> $CPV$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.076411 0.4241038   -1.671953   -0.5303577
#> lag1_var2  3.524601 1.2090188    2.297527    5.3625662
#> lag1_var3  6.479518 2.2813612    4.407499   10.0079254
#> lag1_var4 -5.104979 2.1036239   -8.313590   -3.1594027
#> const      3.443898 6.4576757   -3.409837   12.7566668
#> 
#> 
#> 
#> $CRI
#> $CRI$Sigma
#> $CRI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005029189 0.0001175656 0.0003945668 0.0006940062
#> 
#> $CRI$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01787401 0.007457563 -0.02799952 -0.007250299
#> Sigma[2,2]  1.96135740 0.448562047  1.30233234  2.595468256
#> 
#> $CRI$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01435107 0.005813778  0.006281035   0.02154985
#> Sigma[3,2] -0.82240649 0.407118770 -1.438196448  -0.38550071
#> Sigma[3,3]  2.40409518 0.702434557  1.672439154   3.59548824
#> 
#> $CRI$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.003971179 0.008220799 -0.009213123   0.01206172
#> Sigma[4,2] 0.399264061 0.463421791 -0.288265095   1.06456039
#> Sigma[4,3] 2.072506421 0.546846032  1.488668209   2.95726051
#> Sigma[4,4] 2.519356638 0.517140069  1.901880840   3.33859067
#> 
#> 
#> $CRI$A
#> $CRI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94196143 0.01845256  0.91567064   0.96565511
#> lag1_var2  0.02121341 0.03444101 -0.02584718   0.06710012
#> lag1_var3  0.02272485 0.05688753 -0.05594858   0.09789518
#> lag1_var4 -0.02363548 0.05181286 -0.09374808   0.04602258
#> const      1.45761940 0.18106037  1.21558681   1.68932754
#> 
#> $CRI$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.017813 0.5618851   0.2160811     1.637678
#> lag1_var2 -3.161625 1.2442436  -4.7733810    -1.195132
#> lag1_var3 -6.185576 2.0998653  -8.9798287    -2.907778
#> lag1_var4  5.947339 1.8830460   3.0609608     8.458381
#> const     -7.363079 8.5431111 -18.3991191     2.152788
#> 
#> $CRI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7385801 0.8929756   -1.962321    0.4850081
#> lag1_var2  5.9228154 2.1191679    3.281415    8.8994811
#> lag1_var3 10.2251008 3.5316287    5.801644   15.0834310
#> lag1_var4 -9.0014522 3.2020529  -13.365694   -4.9288559
#> const      2.0192274 8.5080150   -8.463567   13.0640310
#> 
#> $CRI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1840876 0.9934932   -1.584899    0.9686799
#> lag1_var2  3.9578259 2.2571891    0.943860    6.8651610
#> lag1_var3  6.3722088 3.6998416    1.467649   11.0293373
#> lag1_var4 -5.2587206 3.3527223   -9.465194   -0.7433169
#> const     -3.0932991 6.2031460  -13.680043    3.0185554
#> 
#> 
#> 
#> $CUB
#> $CUB$Sigma
#> $CUB$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003067225 0.001573428 0.001741372  0.005759103
#> 
#> $CUB$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01569948 0.01831387  -0.0446322 -0.004954017
#> Sigma[2,2]  0.33775352 0.23944462   0.1782451  0.724242491
#> 
#> $CUB$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02866046 0.02206777   0.0126659   0.06785962
#> Sigma[3,2] -0.28194142 0.28152978  -0.7082995  -0.10775061
#> Sigma[3,3]  0.56939702 0.33895575   0.3407592   1.12203016
#> 
#> $CUB$Sigma$equation4
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0210076 0.01499031  0.007498222  0.047751440
#> Sigma[4,2] -0.1041446 0.16686222 -0.374516977  0.007085314
#> Sigma[4,3]  0.4289588 0.21056127  0.262042027  0.799178296
#> Sigma[4,4]  0.3826641 0.14665382  0.231041927  0.639426045
#> 
#> 
#> $CUB$A
#> $CUB$A$equation1
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.93285507 0.0297458   0.8914005    0.9704969
#> lag1_var2 -0.07607425 0.1426444  -0.2761483    0.1192868
#> lag1_var3 -0.12134415 0.2767209  -0.5207135    0.2535344
#> lag1_var4  0.12261922 0.2642267  -0.2327976    0.5105323
#> const      1.65727384 0.4148961   1.1346991    2.3349337
#> 
#> $CUB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2300639 0.2580164 -0.62309023    0.1210055
#> lag1_var2  2.8543592 1.4894461  0.89273314    4.9308697
#> lag1_var3  3.6371097 2.8149734 -0.09811692    7.5171365
#> lag1_var4 -3.4795054 2.7467663 -7.23463255    0.1891016
#> const     -2.6329534 2.9723131 -7.44823933    0.7301274
#> 
#> $CUB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5100496 0.3894858  -0.1221055    0.9294017
#> lag1_var2 -1.9515559 2.2850570  -5.1236045    1.1927623
#> lag1_var3 -2.7806129 4.3116464  -8.7837258    3.2379786
#> lag1_var4  3.4715405 4.1674244  -2.2517380    9.3857045
#> const      3.8102200 4.4225449  -1.1865448   11.1298990
#> 
#> $CUB$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.387927 0.4159108  -0.2116894    0.9100284
#> lag1_var2 -0.823859 1.8914584  -3.6254068    1.7191977
#> lag1_var3 -1.579928 3.5746781  -6.8025130    3.3079551
#> lag1_var4  2.359280 3.4246328  -2.2641504    7.3353814
#> const      2.160112 3.3399635  -1.9307337    7.0702750
#> 
#> 
#> 
#> $CYP
#> $CYP$Sigma
#> $CYP$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002640637 0.004142439 0.001052649  0.008736069
#> 
#> $CYP$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02894005 0.0216473 -0.04488577  0.005331265
#> Sigma[2,2]  2.03013748 0.4454008  1.39191509  2.584234939
#> 
#> $CYP$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0288185 0.007493886  0.02118776   0.04003641
#> Sigma[3,2] -1.4032710 0.274081287 -1.71447884  -1.00177339
#> Sigma[3,3]  1.2589675 0.288796055  0.87373412   1.66538031
#> 
#> $CYP$Sigma$equation4
#>                   mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.01087021 0.01939256  0.0006168237   0.04036757
#> Sigma[4,2] -0.11857490 0.19032428 -0.3936107957   0.09949292
#> Sigma[4,3]  0.38947099 0.16720136  0.2474870665   0.66932203
#> Sigma[4,4]  0.33474906 0.09786500  0.2262479497   0.48717079
#> 
#> 
#> $CYP$A
#> $CYP$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93266571 0.04661842  0.85497181   0.96878987
#> lag1_var2 -0.06297000 0.10510910 -0.21372162   0.08329842
#> lag1_var3 -0.09774522 0.16409250 -0.33107593   0.13331274
#> lag1_var4  0.10081221 0.14722458 -0.09718425   0.31822468
#> const      1.43139374 0.27522105  0.94349373   1.65275583
#> 
#> $CYP$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08754927 0.9341116   -1.335648    0.9718201
#> lag1_var2  1.77793076 3.7273272   -3.074676    7.5240126
#> lag1_var3  1.37499530 5.7816210   -6.208374   10.2925760
#> lag1_var4 -1.30168928 5.4983619   -9.724023    6.0115674
#> const     -1.97621852 9.8298262  -12.683189   13.2098714
#> 
#> $CYP$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.656723 0.6102641  -0.3291092     1.305569
#> lag1_var2 -1.642530 2.1716349  -4.9031991     1.052472
#> lag1_var3 -1.722146 3.3539087  -6.7838689     2.432500
#> lag1_var4  2.472970 3.1890741  -1.4391756     7.251659
#> const     -0.225639 8.0914379 -12.3291586    10.063414
#> 
#> $CYP$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5878265 0.4970317 -0.04664768    1.3016505
#> lag1_var2 -0.9361471 1.2960172 -2.99880998    0.4463293
#> lag1_var3 -1.5221008 2.0349725 -4.74412048    0.6786792
#> lag1_var4  2.3302538 1.9310284  0.22715338    5.4644000
#> const     -1.8671123 3.8492359 -7.50991341    3.0054093
#> 
#> 
#> 
#> $CZE
#> $CZE$Sigma
#> $CZE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007608438 0.0001279244 0.0006170031 0.0009514293
#> 
#> $CZE$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01278255 0.004961395 -0.01923742  -0.00584508
#> Sigma[2,2]  0.71838462 0.139526716  0.56797753   0.90594771
#> 
#> $CZE$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00857824 0.003635777  0.004705665   0.01408978
#> Sigma[3,2] -0.41338423 0.074066279 -0.519246991  -0.33592520
#> Sigma[3,3]  0.31947697 0.060465400  0.259187581   0.41541623
#> 
#> $CZE$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0009834296 0.00187207 -0.000240860  0.004225957
#> Sigma[4,2] 0.0172042895 0.01741456 -0.002144042  0.045046635
#> Sigma[4,3] 0.0758414911 0.03607897  0.043013915  0.140964387
#> Sigma[4,4] 0.0907212316 0.03640452  0.067193612  0.159367994
#> 
#> 
#> $CZE$A
#> $CZE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96710629 0.01396894  0.94678345  0.981664060
#> lag1_var2 -0.08318924 0.05921227 -0.15007036  0.008750993
#> lag1_var3 -0.14403684 0.10020984 -0.25327119  0.015908223
#> lag1_var4  0.13419482 0.09700513 -0.02041855  0.239174648
#> const      1.44574514 0.22149025  1.14682117  1.748034931
#> 
#> $CZE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5035131 0.4660703   -1.102198    0.0997538
#> lag1_var2  1.2954846 2.0411238   -1.471808    3.8387332
#> lag1_var3  0.6650050 3.4379896   -3.952877    5.0164873
#> lag1_var4 -0.4937359 3.2851061   -4.645959    3.9392143
#> const      3.2278802 8.2079769   -8.622849   13.0590971
#> 
#> $CZE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.40134309 0.2760486  0.05251535    0.7666129
#> lag1_var2  0.09455506 1.4636656 -1.62775769    2.0872676
#> lag1_var3  1.10368137 2.4540931 -1.73737808    4.4563617
#> lag1_var4 -0.26748544 2.3457810 -3.51801742    2.4236919
#> const     -0.70733932 6.4416244 -7.79660564    8.1653556
#> 
#> $CZE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.08462804 0.1194133 -0.03418664     0.261734
#> lag1_var2 0.48019730 0.7502589 -0.33249857     1.722706
#> lag1_var3 0.85525527 1.2624339 -0.52068627     2.937172
#> lag1_var4 0.09621820 1.2333655 -1.92955458     1.430645
#> const     0.86836345 2.4823767 -2.13816020     4.799328
#> 
#> 
#> 
#> $DEU
#> $DEU$Sigma
#> $DEU$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005165256 0.0001142197 0.0003578615 0.0006848066
#> 
#> $DEU$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008020163 0.001639198 -0.01045998  -0.00628567
#> Sigma[2,2]  0.460060612 0.112916609  0.34596813   0.63876963
#> 
#> $DEU$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008062991 0.00113094  0.006329068  0.009187874
#> Sigma[3,2] -0.353704468 0.06843094 -0.463048982 -0.282427421
#> Sigma[3,3]  0.384265263 0.05355400  0.329634947  0.477592511
#> 
#> $DEU$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003510041 0.001154249  0.001824066  0.004777374
#> Sigma[4,2] -0.089011388 0.025743215 -0.132381894 -0.062419982
#> Sigma[4,3]  0.188628101 0.027086334  0.150373447  0.221678475
#> Sigma[4,4]  0.146050599 0.023374805  0.117261790  0.178964790
#> 
#> 
#> $DEU$A
#> $DEU$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96168834 0.01708376  0.940314777  0.983960170
#> lag1_var2 -0.08986405 0.06032780 -0.160661584 -0.002144883
#> lag1_var3 -0.15559031 0.10496971 -0.272464609 -0.001223719
#> lag1_var4  0.14904681 0.10276661 -0.002522786  0.262672991
#> const      1.49087460 0.24100241  1.158836870  1.789392057
#> 
#> $DEU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1677948 0.5836728  -0.4398203     1.005439
#> lag1_var2  4.9317159 1.8465609   2.4619139     7.627892
#> lag1_var3  7.0373846 3.1967766   2.8258463    11.755279
#> lag1_var4 -7.1396473 3.0904968 -11.7241278    -3.090280
#> const      2.6193902 5.7419984  -3.0861958    11.621923
#> 
#> $DEU$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2831976 0.6285421  -0.5073345    1.0137586
#> lag1_var2 -3.4773054 1.7418026  -5.7915741   -1.0337911
#> lag1_var3 -5.0846796 3.0129098  -9.1143892   -0.9536774
#> lag1_var4  5.9430411 2.9238482   1.9817916    9.7916581
#> const     -0.4007881 5.2612474  -8.7898945    4.2386193
#> 
#> $DEU$A$equation4
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.3723066 0.374821 -0.07859982    0.9087455
#> lag1_var2 -1.0818889 1.026108 -2.59803056    0.1033744
#> lag1_var3 -1.8082383 1.754244 -4.41167659    0.2169724
#> lag1_var4  2.6151769 1.688175  0.64990945    5.1158532
#> const      0.8842991 2.313597 -2.48172034    3.6457751
#> 
#> 
#> 
#> $DJI
#> $DJI$Sigma
#> $DJI$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003237386 0.001562009 0.001794183  0.005746101
#> 
#> $DJI$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01999898 0.006215983 -0.02887386  -0.01258008
#> Sigma[2,2]  0.22536520 0.050721446  0.15492617   0.29576925
#> 
#> $DJI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007519972 0.002892097  0.004017169   0.01190459
#> Sigma[3,2] -0.091980673 0.023931829 -0.122928142  -0.05990407
#> Sigma[3,3]  0.045249825 0.013482487  0.028198654   0.06381664
#> 
#> $DJI$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001376406 0.001523043 -0.0002498339  0.003775839
#> Sigma[4,2] -0.023981696 0.014030424 -0.0430316615 -0.005488903
#> Sigma[4,3]  0.019149907 0.008325321  0.0090426974  0.032427544
#> Sigma[4,4]  0.014538807 0.004995645  0.0092002389  0.022956475
#> 
#> 
#> $DJI$A
#> $DJI$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8526300 0.07552261  0.73475838   0.92431608
#> lag1_var2  0.1533569 0.08355911  0.07485334   0.27996951
#> lag1_var3  0.2283497 0.22586298  0.01361019   0.57662589
#> lag1_var4 -0.2389907 0.19290805 -0.53539041  -0.05825713
#> const      1.4836125 0.44924304  0.85503399   2.06453031
#> 
#> $DJI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9230373 0.2022167   0.6796956  1.213877487
#> lag1_var2 -0.2869134 0.2259959  -0.6316592  0.007519661
#> lag1_var3 -1.1366076 0.8987475  -2.3966734 -0.002031705
#> lag1_var4  1.2458979 0.7244245   0.3133446  2.263000337
#> const      0.7324190 2.5419665  -2.0977218  4.025109568
#> 
#> $DJI$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.3449991 0.05663546  -0.4347742   -0.2800065
#> lag1_var2  0.4730085 0.07817229   0.3863548    0.5867495
#> lag1_var3  1.2869810 0.32418913   0.9015617    1.7493199
#> lag1_var4 -0.3855400 0.25792991  -0.7384715   -0.0829796
#> const      0.5769584 1.28333198  -1.1142059    2.2909336
#> 
#> $DJI$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1016162 0.05056719 -0.16224806  -0.02186266
#> lag1_var2  0.1366313 0.05101525  0.08335581   0.21611272
#> lag1_var3  0.1131066 0.19778233 -0.11741241   0.40422440
#> lag1_var4  0.8520572 0.16024711  0.61816203   1.04102138
#> const      0.6161766 0.85771207 -0.59935036   1.60943582
#> 
#> 
#> 
#> $DNK
#> $DNK$Sigma
#> $DNK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004767539 0.0001041248 0.0003879671  0.000664857
#> 
#> $DNK$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01007703 0.004307948 -0.01705232 -0.006215418
#> Sigma[2,2]  0.72485678 0.241035521  0.43647889  1.067182378
#> 
#> $DNK$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01051628 0.004766651  0.005320765   0.01888695
#> Sigma[3,2] -0.56916969 0.228435405 -0.899656454  -0.26774816
#> Sigma[3,3]  0.70742503 0.254679449  0.396274766   1.08840283
#> 
#> $DNK$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004197377 0.002671376  0.0009387532   0.00854114
#> Sigma[4,2] -0.102265858 0.095092457 -0.2365464389   0.01853329
#> Sigma[4,3]  0.360777021 0.125437488  0.2295198728   0.56468296
#> Sigma[4,4]  0.316726500 0.074893264  0.2437725734   0.44209533
#> 
#> 
#> $DNK$A
#> $DNK$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96445873 0.01294815  0.94447742   0.97848143
#> lag1_var2 -0.05840432 0.04289104 -0.09577188   0.01170499
#> lag1_var3 -0.09129794 0.06591427 -0.15000861   0.01496380
#> lag1_var4  0.08188595 0.06289930 -0.01993463   0.13705125
#> const      1.55924795 0.15425516  1.33406104   1.74615331
#> 
#> $DNK$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09568101 0.4630409  -0.8216292    0.3793225
#> lag1_var2  1.13480285 1.7603799  -1.0693505    3.7591596
#> lag1_var3  0.51462382 2.6923052  -2.8880709    4.5071798
#> lag1_var4 -0.43228918 2.5175947  -4.1370624    2.7594622
#> const     -1.63073581 5.3886599  -9.5941787    4.3138415
#> 
#> $DNK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2015036 0.4245009  -0.3052717    0.8424001
#> lag1_var2 -0.4288738 1.3770223  -2.3074253    1.1715235
#> lag1_var3  0.3526038 2.1204214  -2.5751135    2.7601126
#> lag1_var4  0.5051111 1.9660371  -1.7599030    3.1915168
#> const      3.8681560 5.1282656  -1.7247831   11.2005773
#> 
#> $DNK$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.12426200 0.2357698  -0.2031198    0.4530819
#> lag1_var2 -0.16250609 0.8395982  -1.4390643    0.7139778
#> lag1_var3 -0.01903396 1.2781605  -1.9736272    1.3933994
#> lag1_var4  0.93905354 1.2035633  -0.3737269    2.7765864
#> const      2.69272219 3.8481917  -2.9705073    7.4105695
#> 
#> 
#> 
#> $DOM
#> $DOM$Sigma
#> $DOM$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001302521 0.0003212228 0.0009786526  0.001794719
#> 
#> $DOM$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001620258 0.003370446 -0.003014764  0.006255904
#> Sigma[2,2] 0.383862718 0.049714405  0.299131628  0.428482416
#> 
#> $DOM$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02686384 0.006360665  0.01823885   0.03531564
#> Sigma[3,2] -0.04487909 0.085826687 -0.16954634   0.06600379
#> Sigma[3,3]  1.10332867 0.218801438  0.83219788   1.42041008
#> 
#> $DOM$Sigma$equation4
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.02992469 0.006621561  0.02070331   0.03916341
#> Sigma[4,2] 0.20294573 0.091251550  0.08269744   0.33723647
#> Sigma[4,3] 1.15173286 0.237608402  0.83259529   1.46178476
#> Sigma[4,4] 1.36600529 0.282684066  0.98652097   1.72216182
#> 
#> 
#> $DOM$A
#> $DOM$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9952488 0.02483145   0.9569483   1.02004515
#> lag1_var2 -0.1510805 0.05646583  -0.2273641  -0.07363327
#> lag1_var3 -0.2614299 0.10045965  -0.3999427  -0.12488178
#> lag1_var4  0.2420662 0.09095243   0.1205225   0.36956896
#> const      1.2883243 0.18913582   1.0910888   1.59041523
#> 
#> $DOM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2461043 0.3735518  -0.8484797    0.2008827
#> lag1_var2  2.0530391 1.3040939   0.3573227    4.1457459
#> lag1_var3  2.6195970 2.3142100  -0.2783307    6.4372972
#> lag1_var4 -2.4720271 2.1354564  -5.9751667    0.2167663
#> const      0.4118956 3.8110619  -5.1443805    5.9006491
#> 
#> $DOM$A$equation3
#>                mean        sd  5% quantile 95% quantile
#> lag1_var1  1.029446 0.7569783   0.03307083   2.07221787
#> lag1_var2 -1.857060 1.5403314  -3.83760172  -0.06677387
#> lag1_var3 -2.510129 2.6092418  -5.84023634   0.63962137
#> lag1_var4  3.102533 2.3526261   0.23762518   6.05016486
#> const     -2.402258 6.3829290 -11.90526040   6.41437526
#> 
#> $DOM$A$equation4
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1  0.9345086 0.7153018  -0.003743075    1.8899242
#> lag1_var2 -1.1776065 1.3126954  -2.842160691    0.5023006
#> lag1_var3 -1.8482791 2.2668972  -4.690900462    0.7497717
#> lag1_var4  2.5192350 2.0731294   0.048559727    5.0259092
#> const     -2.8172150 7.7933889 -13.399311298    7.6153180
#> 
#> 
#> 
#> $DZA
#> $DZA$Sigma
#> $DZA$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00100642 0.0006568904 0.0003736079  0.002111216
#> 
#> $DZA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02888419 0.02660482 -0.06364892 -0.001222992
#> Sigma[2,2]  5.06252723 1.83916779  3.29838933  8.240233005
#> 
#> $DZA$Sigma$equation3
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0254508 0.02065786  0.005545042   0.05488034
#> Sigma[3,2] -2.7883680 0.98794680 -4.403160323  -1.64009634
#> Sigma[3,3]  2.1191560 0.62518775  1.202061835   2.91014016
#> 
#> $DZA$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01504056 0.01284857  0.003342051   0.03530284
#> Sigma[4,2] -0.63109812 0.33614592 -0.970466749  -0.11028005
#> Sigma[4,3]  1.03605999 0.34484625  0.547821120   1.46618050
#> Sigma[4,4]  0.89226477 0.25674333  0.577357687   1.26630460
#> 
#> 
#> $DZA$A
#> $DZA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92889475 0.01442868  0.90583390   0.94370538
#> lag1_var2  0.06407406 0.04528280  0.02662684   0.13260763
#> lag1_var3  0.14246591 0.09741744  0.06181106   0.29305541
#> lag1_var4 -0.13243254 0.09134852 -0.26812928  -0.05710336
#> const      1.38911117 0.19046308  1.14339337   1.67518630
#> 
#> $DZA$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.185434  1.616228  -0.2914546     4.013543
#> lag1_var2 -2.833406  3.840053  -8.2257171     1.794339
#> lag1_var3 -8.245503  8.543229 -20.4000255     2.051898
#> lag1_var4  7.680745  7.568652  -1.3108427    18.292818
#> const     -2.604571 18.083631 -35.2448029    12.538803
#> 
#> $DZA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5758837 0.9689263  -2.1843206    0.4576004
#> lag1_var2  2.4059700 2.4119895  -0.6808816    5.4222832
#> lag1_var3  6.1217563 5.3655813  -0.7887570   12.9292446
#> lag1_var4 -4.9259500 4.7812416 -10.8635990    1.2035328
#> const      3.5750355 9.6803250  -4.4958657   19.8797544
#> 
#> $DZA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0995494 0.4947591  -0.5866612    0.7160118
#> lag1_var2  0.9270475 1.1813184  -1.0118861    2.0504275
#> lag1_var3  1.9468654 2.6257294  -2.3649231    4.4154819
#> lag1_var4 -0.9789729 2.3487135  -3.2376163    2.8901530
#> const      2.5180439 4.2944555  -3.8429781    8.3264987
#> 
#> 
#> 
#> $ECU
#> $ECU$Sigma
#> $ECU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001255049 0.0002861614 0.000818725   0.00161074
#> 
#> $ECU$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01465282 0.004287905 -0.02020665 -0.009363123
#> Sigma[2,2]  0.38476400 0.100666325  0.26480145  0.535644351
#> 
#> $ECU$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03352358 0.01364454  0.01784476   0.05206016
#> Sigma[3,2] -0.65922360 0.22959503 -1.00248863  -0.38443106
#> Sigma[3,3]  2.84421594 0.83598409  1.81650821   4.11111194
#> 
#> $ECU$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02553084 0.01216193  0.01139638   0.04356322
#> Sigma[4,2] -0.43404630 0.18946101 -0.71858960  -0.20287896
#> Sigma[4,3]  2.54347169 0.76020179  1.64653116   3.68831954
#> Sigma[4,4]  2.37904491 0.70047366  1.58650579   3.40385834
#> 
#> 
#> $ECU$A
#> $ECU$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9891961 0.01547453  0.96986061   1.01297963
#> lag1_var2 -0.1457165 0.09993036 -0.28815017  -0.02389164
#> lag1_var3 -0.2494720 0.16091474 -0.48031173  -0.05421110
#> lag1_var4  0.2343019 0.15364219  0.04536391   0.45355239
#> const      1.2143182 0.23385188  0.93567056   1.56101924
#> 
#> $ECU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3577494 0.2600076  -0.7362563  -0.08937526
#> lag1_var2  1.6277939 1.3906361  -0.5168243   3.10173046
#> lag1_var3  1.8280729 2.3911695  -1.9443615   4.45979434
#> lag1_var4 -1.7242872 2.3022950  -4.2086648   1.93893488
#> const      4.4664612 2.1971190   1.2353883   7.06446495
#> 
#> $ECU$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.8214565  0.8686333  -0.03765955     2.184610
#> lag1_var2  1.0293946  2.8255984  -3.56529794     3.481342
#> lag1_var3  0.7729477  4.4095918  -6.66233755     4.704051
#> lag1_var4 -0.1841163  4.1632685  -3.94303485     6.851931
#> const      1.2513128 11.5829565 -15.05467508    17.060489
#> 
#> $ECU$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.6154225  0.8294156  -0.2782969     1.900053
#> lag1_var2  1.7173280  3.0428267  -2.3232240     4.818426
#> lag1_var3  1.3252362  4.6978069  -5.0947661     6.311961
#> lag1_var4 -0.6759762  4.4651600  -5.4436055     5.420116
#> const      3.7638496 11.2213411 -11.5703314    18.675087
#> 
#> 
#> 
#> $EGY
#> $EGY$Sigma
#> $EGY$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004088264 0.0001289719 0.0002842923 0.0006316711
#> 
#> $EGY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01167196 0.003431817 -0.01668713 -0.007753166
#> Sigma[2,2]  1.12659395 0.183779178  0.93368859  1.435428368
#> 
#> $EGY$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006138613 0.003417234  0.002371534    0.0114992
#> Sigma[3,2] -0.582034534 0.184246220 -0.787330133   -0.3097350
#> Sigma[3,3]  1.064433771 0.261003835  0.701427896    1.3734478
#> 
#> $EGY$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0008088776 0.003068814 -0.002793656  0.005524239
#> Sigma[4,2] -0.0571870436 0.187188115 -0.313155745  0.173705413
#> Sigma[4,3]  0.8679610399 0.235241694  0.519580260  1.110359800
#> Sigma[4,4]  0.9242544020 0.216622928  0.613431327  1.197502381
#> 
#> 
#> $EGY$A
#> $EGY$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.96972312 0.007371296  0.96153041   0.98053760
#> lag1_var2 -0.03812970 0.014664764 -0.06209414  -0.02061521
#> lag1_var3 -0.08538240 0.032865730 -0.13682233  -0.04530103
#> lag1_var4  0.07376486 0.029671389  0.03789213   0.12050070
#> const      1.36070130 0.130181749  1.16281059   1.50015502
#> 
#> $EGY$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09071271 0.3804553  -0.4699334    0.5871159
#> lag1_var2 -0.79617994 0.9607443  -2.1195218    0.5460674
#> lag1_var3 -3.08339887 2.1044756  -6.0325167   -0.2157174
#> lag1_var4  3.11097404 1.8967165   0.5306874    5.7909716
#> const     -0.29079054 8.5667152 -15.6173279    7.2097388
#> 
#> $EGY$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.184513 0.3721463  -0.6672581    0.3669815
#> lag1_var2  1.317237 1.7926024  -0.9835441    3.8650872
#> lag1_var3  3.505402 3.6164552  -1.0829816    8.6912619
#> lag1_var4 -2.540728 3.3547967  -7.3663787    1.7371511
#> const      5.010695 7.8759894  -6.0847401   15.8785870
#> 
#> $EGY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1690195 0.3243343  -0.6262103    0.2918219
#> lag1_var2  0.6277186 1.6978294  -1.2932305    3.0439685
#> lag1_var3  1.3911051 3.3567035  -2.6003650    6.2124913
#> lag1_var4 -0.3970459 3.1474065  -4.9246517    3.3107733
#> const      4.8300478 5.3353433  -3.8666541   10.9754369
#> 
#> 
#> 
#> $ERI
#> $ERI$Sigma
#> $ERI$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008167973 0.001242365 0.006670848   0.01001411
#> 
#> $ERI$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.002322345 0.001111421 -0.00398077 -0.0009216708
#> Sigma[2,2]  0.017587860 0.003319993  0.01321123  0.0226207501
#> 
#> $ERI$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.002580229 0.006455340 -0.01390166  0.004028237
#> Sigma[3,2] -0.026234637 0.005514458 -0.03290336 -0.017427494
#> Sigma[3,3]  0.086946271 0.016836453  0.06553296  0.112862507
#> 
#> $ERI$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.004705454 0.006506541 -0.01612319  0.001544918
#> Sigma[4,2] -0.013575352 0.004725508 -0.01819973 -0.006144164
#> Sigma[4,3]  0.070849230 0.017227570  0.04974540  0.095484029
#> Sigma[4,4]  0.064102481 0.018553172  0.04215977  0.090366171
#> 
#> 
#> $ERI$A
#> $ERI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91959652 0.04831431  0.83731362    0.9571422
#> lag1_var2  0.07681299 0.21254398 -0.20804974    0.2945788
#> lag1_var3  0.04441494 0.27455228 -0.35141754    0.2706820
#> lag1_var4 -0.04621908 0.26110526 -0.26050712    0.3338186
#> const      1.64957060 1.03087428  0.01137584    2.6253741
#> 
#> $ERI$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.0470268 0.06090494 -0.04356718    0.1282876
#> lag1_var2  0.8820574 0.29122255  0.49898832    1.2735558
#> lag1_var3  0.2858702 0.43125532 -0.32951831    0.8533529
#> lag1_var4 -0.2836919 0.41603948 -0.83448133    0.3128811
#> const      0.8162959 0.65299039  0.03275338    1.8205872
#> 
#> $ERI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08891746 0.1953235  -0.2272955    0.3185819
#> lag1_var2 -0.43344888 1.1459188  -2.1124953    1.1144615
#> lag1_var3 -0.08345067 1.6345538  -2.4610767    2.0783503
#> lag1_var4  1.02636239 1.5866892  -1.0716422    3.3355757
#> const      0.10649128 2.2213551  -2.5189528    3.4280032
#> 
#> $ERI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1137559 0.1759851  -0.1645916    0.3432638
#> lag1_var2 -0.2775790 0.9557347  -1.6757895    1.0096343
#> lag1_var3 -0.5507714 1.3458250  -2.5226490    1.1933703
#> lag1_var4  1.5045420 1.3086789  -0.1900088    3.4203600
#> const      0.2572199 2.1836486  -2.1049126    3.5733282
#> 
#> 
#> 
#> $ESH
#> $ESH$Sigma
#> $ESH$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009008794 0.0007410198 0.0004950606  0.002070068
#> 
#> $ESH$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004803549 0.005784762 -0.01250286  0.004412737
#> Sigma[2,2]  0.159118707 0.071436433  0.08418136  0.268618174
#> 
#> $ESH$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007812292 0.00667319 -0.002578267   0.01683749
#> Sigma[3,2] -0.204167823 0.08821161 -0.345931908  -0.10784978
#> Sigma[3,3]  0.299042446 0.10563692  0.177180325   0.47331593
#> 
#> $ESH$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.005638194 0.003917903 -0.0002776759   0.01089271
#> Sigma[4,2] -0.126488674 0.053743792 -0.2158358322  -0.06716066
#> Sigma[4,3]  0.201971660 0.063063724  0.1269860907   0.30772551
#> Sigma[4,4]  0.143158743 0.037269593  0.0977493073   0.20541477
#> 
#> 
#> $ESH$A
#> $ESH$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9724971 0.02915929  0.93432232   1.01583945
#> lag1_var2 -0.1110973 0.04712808 -0.17337709  -0.04917837
#> lag1_var3 -0.1718155 0.07396869 -0.26688776  -0.07321746
#> lag1_var4  0.1574159 0.06360017  0.07382337   0.24075594
#> const      1.5361888 0.29137446  1.28013031   1.99342178
#> 
#> $ESH$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2498951 0.5642252 -0.77627522    0.6561535
#> lag1_var2  0.9268432 0.6411801 -0.03597636    1.5432862
#> lag1_var3  0.1840533 1.0709585 -1.42151366    1.2113773
#> lag1_var4 -0.1089329 0.8948674 -1.00636214    1.2386136
#> const      2.4211587 2.8565943 -1.13802461    6.3093714
#> 
#> $ESH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6065726 0.7539696  -0.5520378    1.3342566
#> lag1_var2 -0.3364049 0.8414720  -1.1236646    0.9376763
#> lag1_var3  0.4585015 1.4743107  -1.0671408    2.7473322
#> lag1_var4  0.3524063 1.2309530  -1.5707571    1.6577534
#> const     -1.4460550 2.9482411  -4.7308724    2.9416601
#> 
#> $ESH$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5050811 0.4944067 -0.21556941    1.0075754
#> lag1_var2 -0.3472415 0.5516321 -0.88382539    0.4964171
#> lag1_var3 -0.3627898 1.0015562 -1.57366974    1.1370406
#> lag1_var4  1.2125117 0.8388880 -0.04636716    2.2446497
#> const     -0.5800566 1.7587014 -2.13739669    2.0633984
#> 
#> 
#> 
#> $ESP
#> $ESP$Sigma
#> $ESP$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001349685 0.0003129654 0.0008755761  0.001722065
#> 
#> $ESP$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06300449 0.01565252 -0.08611903  -0.04420813
#> Sigma[2,2]  6.02596998 1.35688434  4.50096773   8.17146670
#> 
#> $ESP$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04246525 0.0101748   0.0285611   0.05640176
#> Sigma[3,2] -3.44073653 0.7409342  -4.5914953  -2.45441414
#> Sigma[3,3]  2.14126434 0.4419992   1.4760631   2.74347278
#> 
#> $ESP$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008189982 0.003542471  0.003062815   0.01322842
#> Sigma[4,2] -0.109219125 0.225941622 -0.424607354   0.15551571
#> Sigma[4,3]  0.260877708 0.161849656  0.058689524   0.50354672
#> Sigma[4,4]  0.234992678 0.059884539  0.166667092   0.32958532
#> 
#> 
#> $ESP$A
#> $ESP$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96776672 0.01900010  0.939428852  0.989011069
#> lag1_var2 -0.02024240 0.01672787 -0.041843488  0.004073956
#> lag1_var3 -0.03431968 0.02961996 -0.073046621  0.008185910
#> lag1_var4  0.02625134 0.02392225 -0.009180732  0.056451989
#> const      1.37913080 0.40880267  0.834024193  1.954002177
#> 
#> $ESP$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.955319  1.402826   -4.051568   -0.1210273
#> lag1_var2  3.041436  1.340947    1.381004    4.5222924
#> lag1_var3  3.842420  2.454715    0.842415    6.5519556
#> lag1_var4 -2.946729  1.969752   -5.167762   -0.5239528
#> const      5.521577 20.911000  -21.435874   37.2414191
#> 
#> $ESP$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1  1.457093  0.8267616   0.4060306    2.5094477
#> lag1_var2 -1.490708  0.8183319  -2.6550750   -0.4715504
#> lag1_var3 -1.674813  1.4837579  -3.7603896    0.1786338
#> lag1_var4  1.999786  1.1928152   0.5549901    3.7151448
#> const     -2.362919 13.6087110 -22.5429265   15.2691340
#> 
#> $ESP$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.38381473 0.2960988 -0.01692779    0.7856672
#> lag1_var2 -0.30201745 0.4185213 -0.92130386    0.2144786
#> lag1_var3 -0.42883334 0.7643300 -1.55920923    0.5346270
#> lag1_var4  1.25971393 0.6279996  0.45253160    2.1810421
#> const      0.04501134 3.7175529 -6.25207755    3.7737178
#> 
#> 
#> 
#> $EST
#> $EST$Sigma
#> $EST$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002686428 0.0008611169 0.001612884  0.004047546
#> 
#> $EST$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05261826 0.01995141 -0.08150854  -0.02835591
#> Sigma[2,2]  3.92781272 1.03744765  2.78432684   5.53978814
#> 
#> $EST$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04223811 0.01621668  0.02466209   0.06838669
#> Sigma[3,2] -2.61668957 0.69126226 -3.75040521  -1.84620149
#> Sigma[3,3]  2.11813607 0.46961237  1.61659634   2.87752986
#> 
#> $EST$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01089968 0.005478009  0.004291456   0.01983913
#> Sigma[4,2] -0.27167171 0.200671940 -0.524322092   0.04754707
#> Sigma[4,3]  0.58627378 0.116231473  0.465230949   0.76084152
#> Sigma[4,4]  0.45852111 0.183010064  0.301213874   0.75337767
#> 
#> 
#> $EST$A
#> $EST$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99160682 0.02560567  0.95280762   1.01820010
#> lag1_var2 -0.07426312 0.08703600 -0.17384556   0.05155270
#> lag1_var3 -0.13103710 0.14385461 -0.29551774   0.07747895
#> lag1_var4  0.11287967 0.13508753 -0.08349031   0.26779635
#> const      1.29246580 0.25098774  0.95638761   1.60157477
#> 
#> $EST$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1015681  0.5285637  -0.9246454    0.5312446
#> lag1_var2  0.4781470  1.9711705  -2.4979171    2.9418948
#> lag1_var3 -0.5646828  3.3343954  -5.6281488    3.6469728
#> lag1_var4  0.5566826  3.2367818  -3.5526416    5.4650055
#> const      4.5642884 10.5378016 -11.3164567   17.6263349
#> 
#> $EST$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0047536 0.3717217   0.6125324    1.6366778
#> lag1_var2 -1.0019701 1.3079326  -2.7374612    0.6868026
#> lag1_var3 -0.7089515 2.2114256  -3.6859169    2.1880507
#> lag1_var4  1.3798443 2.1433950  -1.4315607    4.2639586
#> const     -3.9257652 6.4746895 -13.4250559    3.0376705
#> 
#> $EST$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9563816 0.2330795   0.6217442    1.2815991
#> lag1_var2 -1.1498428 0.5235795  -1.7998836   -0.4466773
#> lag1_var3 -1.7548672 0.8492190  -2.8257672   -0.6193733
#> lag1_var4  2.4312000 0.8111741   1.3553786    3.4920443
#> const     -1.9870418 5.0378390  -7.4159058    5.3859590
#> 
#> 
#> 
#> $ETH
#> $ETH$Sigma
#> $ETH$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002197883 0.0005526493  0.00139329  0.002789621
#> 
#> $ETH$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004467054 0.003064674 -0.009370369  -0.00130225
#> Sigma[2,2]  0.051651076 0.014752568  0.030704751   0.07170685
#> 
#> $ETH$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004451873 0.00578764 -0.002671154   0.01297128
#> Sigma[3,2] -0.083995149 0.02989496 -0.126570086  -0.04891566
#> Sigma[3,3]  0.340449076 0.07802470  0.242240344   0.45070730
#> 
#> $ETH$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.001013176 0.00469067 -0.00461128   0.00755062
#> Sigma[4,2] -0.047748057 0.02456388 -0.08345495  -0.01556031
#> Sigma[4,3]  0.287095709 0.06123467  0.20717200   0.37704045
#> Sigma[4,4]  0.259669644 0.04759028  0.19817054   0.33007580
#> 
#> 
#> $ETH$A
#> $ETH$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95898354 0.01520209  0.93552329   0.97304933
#> lag1_var2  0.07777779 0.11328077 -0.05369950   0.26786312
#> lag1_var3  0.19545700 0.15148055  0.02235619   0.44918085
#> lag1_var4 -0.19734362 0.14814888 -0.44545689  -0.02842068
#> const      1.43393480 0.41120641  0.84141252   2.01211518
#> 
#> $ETH$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.1622611 0.1477529  0.003664794    0.3985375
#> lag1_var2 -0.9905339 1.5226210 -3.711282114    0.2418775
#> lag1_var3 -2.5131188 2.0450653 -6.180502279   -0.8626587
#> lag1_var4  2.4433159 1.9968466  0.833311275    6.0234096
#> const      1.6306230 1.8817796 -0.352071946    4.1063162
#> 
#> $ETH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6460586 0.3488985   -1.185918   -0.1659174
#> lag1_var2  4.8635655 2.2068761    2.121119    8.4270086
#> lag1_var3  6.9787233 2.9239688    3.320073   11.7394970
#> lag1_var4 -5.8105087 2.8560792  -10.459195   -2.2289990
#> const      1.4760999 5.5141425   -5.915750    9.5722730
#> 
#> $ETH$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5531327 0.2801947  -0.9706563   -0.1736350
#> lag1_var2  3.7837616 1.6504294   1.6620113    6.2589081
#> lag1_var3  4.6273762 2.2148823   1.7869547    7.9115835
#> lag1_var4 -3.4969862 2.1668433  -6.6992483   -0.7107209
#> const      2.2525987 4.6977323  -3.8890327    9.4240827
#> 
#> 
#> 
#> $FIN
#> $FIN$Sigma
#> $FIN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008400603 0.0002610457 0.0004560812  0.001189853
#> 
#> $FIN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02296848 0.007532413 -0.03297573  -0.01170093
#> Sigma[2,2]  1.57242077 0.407081627  1.00581735   2.13606530
#> 
#> $FIN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02061266 0.006891503  0.01030801   0.02993998
#> Sigma[3,2] -1.24517094 0.322047511 -1.64161276  -0.76567446
#> Sigma[3,3]  1.16975283 0.277166002  0.76919968   1.50611787
#> 
#> $FIN$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007418359 0.00287552  0.003391412   0.01123768
#> Sigma[4,2] -0.318877907 0.10197066 -0.442341719  -0.16847764
#> Sigma[4,3]  0.456950092 0.10855164  0.290126311   0.57632491
#> Sigma[4,4]  0.292684403 0.06627366  0.202886380   0.35890858
#> 
#> 
#> $FIN$A
#> $FIN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95746981 0.03043199   0.9215105    0.9946257
#> lag1_var2 -0.01007033 0.09641183  -0.1300139    0.1103540
#> lag1_var3 -0.02355410 0.16299985  -0.2255772    0.1782422
#> lag1_var4  0.01823342 0.14870831  -0.1643333    0.2043840
#> const      1.40550750 0.18196120   1.1555762    1.6209699
#> 
#> $FIN$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.424199  0.3798264  -1.8372525   -0.8524727
#> lag1_var2  2.416827  2.4559560  -0.4693073    6.4904694
#> lag1_var3  2.689301  4.0873302  -1.9921259    9.4940034
#> lag1_var4 -2.084356  3.8384375  -8.5035161    2.2577505
#> const      2.695802 11.0700845 -10.6973115   20.3048322
#> 
#> $FIN$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1  1.419377  0.3860479    0.881899    1.8858109
#> lag1_var2 -1.195962  2.1332656   -4.822522    0.8928511
#> lag1_var3 -1.283546  3.5624766   -7.350194    2.1311675
#> lag1_var4  1.697732  3.3301257   -1.508252    7.3724616
#> const     -3.564305 10.4896566  -18.166086   10.3276108
#> 
#> $FIN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.52376826 0.2278660   0.2584053    0.7938626
#> lag1_var2 -0.06620806 0.8851918  -1.4236509    1.0267676
#> lag1_var3 -0.20169485 1.4901265  -2.4810717    1.6539791
#> lag1_var4  1.00645777 1.3663459  -0.7154976    3.0994832
#> const     -2.51630779 5.1713535  -8.2399160    4.4496039
#> 
#> 
#> 
#> $FJI
#> $FJI$Sigma
#> $FJI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002732234 0.0004333697 0.002131622  0.003336495
#> 
#> $FJI$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.002115661 0.001086488 -0.00370834 -0.0007861443
#> Sigma[2,2]  0.027930939 0.004858982  0.02262902  0.0355120356
#> 
#> $FJI$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] 0.022740183 0.007654242  0.01272355   0.03353809
#> Sigma[3,2] 0.003859494 0.012337375 -0.01234777   0.02151169
#> Sigma[3,3] 0.798561744 0.223794817  0.58088456   1.16524804
#> 
#> $FJI$Sigma$equation4
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.02276674 0.008063343  0.01230217   0.03415628
#> Sigma[4,2] 0.02052070 0.013307339  0.00229294   0.03836516
#> Sigma[4,3] 0.83991529 0.234516499  0.61509929   1.22594569
#> Sigma[4,4] 0.89317261 0.246744075  0.66095812   1.30053711
#> 
#> 
#> $FJI$A
#> $FJI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92621274 0.02732272   0.8825871    0.9559996
#> lag1_var2  0.02008450 0.12493927  -0.1539197    0.2083119
#> lag1_var3 -0.01620628 0.20724007  -0.2943900    0.2970063
#> lag1_var4  0.01570335 0.19918688  -0.2845171    0.2841576
#> const      1.54241464 0.39970832   1.0475989    2.0766934
#> 
#> $FJI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04709582 0.1004797 -0.09189391    0.1880824
#> lag1_var2  1.02370091 0.5894267  0.21195650    1.8091691
#> lag1_var3  0.29896217 1.0563502 -1.16417295    1.6565325
#> lag1_var4 -0.31464105 1.0188873 -1.62641354    1.0913922
#> const      0.60185093 1.3307921 -1.38467618    2.3261684
#> 
#> $FJI$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.037579 0.5836183   -1.922617   -0.4168116
#> lag1_var2  5.422025 3.1578559    1.722398   10.3285823
#> lag1_var3 10.385709 5.3188103    3.825649   18.7964569
#> lag1_var4 -9.091321 5.1126676  -17.194468   -2.7595674
#> const      5.886250 6.0112187   -2.307926   14.3958265
#> 
#> $FJI$A$equation4
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1 -1.071494 0.630841   -2.014480   -0.3793017
#> lag1_var2  5.834107 3.381780    1.475186   10.8557662
#> lag1_var3 10.255373 5.764111    2.523681   18.8203656
#> lag1_var4 -8.945808 5.542888  -17.200517   -1.4867951
#> const      6.202568 6.220696   -2.201544   15.3430444
#> 
#> 
#> 
#> $FRA
#> $FRA$Sigma
#> $FRA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008413891 0.0008832551 0.0004615174  0.002136376
#> 
#> $FRA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005351767 0.003801138  -0.0104477 0.0002604422
#> Sigma[2,2]  0.548871089 0.118044807   0.4162819 0.7437702645
#> 
#> $FRA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006786238 0.003136414  0.002240678   0.01086834
#> Sigma[3,2] -0.293159677 0.079115103 -0.419002387  -0.20729447
#> Sigma[3,3]  0.254430814 0.066490756  0.187172879   0.36465196
#> 
#> $FRA$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.00413230 0.002782326  0.002198142  0.008440837
#> Sigma[4,2] 0.01293222 0.045786860 -0.052649649  0.069825657
#> Sigma[4,3] 0.09987299 0.040525801  0.055430572  0.164304642
#> Sigma[4,4] 0.11693839 0.027229627  0.085733416  0.157775899
#> 
#> 
#> $FRA$A
#> $FRA$A$equation1
#>                 mean         sd  5% quantile  95% quantile
#> lag1_var1  0.9657917 0.02206708  0.942415350  1.0032027348
#> lag1_var2 -0.0791001 0.09267603 -0.239833560 -0.0004962302
#> lag1_var3 -0.1500781 0.17366198 -0.451985579  0.0018763819
#> lag1_var4  0.1387113 0.16456052 -0.005765965  0.4242520860
#> const      1.5780900 0.27830210  1.297600028  1.9983629081
#> 
#> $FRA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8229079 0.9524702 -2.32027949    0.2560348
#> lag1_var2  2.3796273 2.2646674  0.07960305    6.0998446
#> lag1_var3  2.7114824 4.2521447 -1.45556670    9.7719592
#> lag1_var4 -2.2859211 3.8335409 -8.65018468    1.4151558
#> const      0.7901800 5.5709472 -7.37930719    7.3721614
#> 
#> $FRA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4211875 0.5353198  -0.2276823     1.251326
#> lag1_var2  0.4207511 1.3894983  -1.8636189     1.640721
#> lag1_var3  1.7112434 2.6364195  -2.6677217     3.931416
#> lag1_var4 -0.9624789 2.4008853  -2.9555488     3.016660
#> const      1.8632052 4.5130033  -2.8738370     9.403379
#> 
#> $FRA$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.055362 0.1597180  -0.2473292    0.1590820
#> lag1_var2  1.412276 0.4666583   0.9316026    2.1008071
#> lag1_var3  2.634963 0.9267750   1.7259682    4.0342070
#> lag1_var4 -1.635610 0.9196139  -2.9427384   -0.7202452
#> const      2.132790 3.1356089  -1.4984863    7.1172109
#> 
#> 
#> 
#> $GAB
#> $GAB$Sigma
#> $GAB$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009854813 0.0001588917 0.0007647211  0.001173593
#> 
#> $GAB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003239994 0.002496569 -0.006956865 -0.000552265
#> Sigma[2,2]  0.249711170 0.048027168  0.180477146  0.311090887
#> 
#> $GAB$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00399108 0.00461995 -0.001829682   0.01070760
#> Sigma[3,2] -0.18966924 0.07528680 -0.287792287  -0.08938204
#> Sigma[3,3]  0.47705197 0.11608895  0.349674437   0.66796293
#> 
#> $GAB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003105325 0.004973504 -0.003471497   0.01063922
#> Sigma[4,2] -0.086617214 0.083572245 -0.196831814   0.02523254
#> Sigma[4,3]  0.483862509 0.118281459  0.365157349   0.67639744
#> Sigma[4,4]  0.555154145 0.131845048  0.404245139   0.74897302
#> 
#> 
#> $GAB$A
#> $GAB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 0.9199191461 0.02669644  0.88178824   0.95917037
#> lag1_var2 0.0152610234 0.02381223 -0.02146626   0.04663105
#> lag1_var3 0.0033883899 0.04421130 -0.06618867   0.05682134
#> lag1_var4 0.0009301168 0.03274415 -0.04111031   0.05284891
#> const     1.4091083493 0.16611826  1.15790296   1.58031417
#> 
#> $GAB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6675037 0.4779048  0.04482254    1.3766876
#> lag1_var2 -0.8356794 0.5590597 -1.56113628   -0.1571541
#> lag1_var3 -2.9409307 1.0084387 -4.16683918   -1.5938128
#> lag1_var4  2.7696215 0.8163990  1.74059444    3.7440529
#> const      0.3547844 3.1711702 -3.43587157    5.4363491
#> 
#> $GAB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4059731 0.5985228   -1.029827    0.4938149
#> lag1_var2  2.0722975 0.7916155    0.811290    3.0536369
#> lag1_var3  4.1989185 1.5158677    1.747136    6.0842103
#> lag1_var4 -3.1839386 1.2460421   -4.798859   -1.2114130
#> const     -0.6369772 4.6197513   -7.595239    4.2994888
#> 
#> $GAB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1259629 0.5712437 -0.78004410    0.7769589
#> lag1_var2  1.5354419 0.7820275  0.31676415    2.5001037
#> lag1_var3  2.3270601 1.4824324 -0.08486247    4.1455150
#> lag1_var4 -1.3922702 1.2326147 -2.94670788    0.5427836
#> const     -1.0813621 4.5421661 -7.34690426    4.4381319
#> 
#> 
#> 
#> $GBR
#> $GBR$Sigma
#> $GBR$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009836248 0.000100281 0.0008333212   0.00110272
#> 
#> $GBR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01262217 0.003744411 -0.01859529 -0.008303582
#> Sigma[2,2]  0.48181660 0.095493226  0.34481907  0.612062406
#> 
#> $GBR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007822338 0.002919972  0.004693517   0.01247893
#> Sigma[3,2] -0.315907691 0.067876911 -0.418362186  -0.23185091
#> Sigma[3,3]  0.260669442 0.052944277  0.205911151   0.34570519
#> 
#> $GBR$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0000305231 0.001059578 -0.001305854  0.001655110
#> Sigma[4,2] -0.0211659210 0.020401658 -0.053112925  0.003733975
#> Sigma[4,3]  0.0706814195 0.015831323  0.051042979  0.094110692
#> Sigma[4,4]  0.0613084325 0.009169626  0.051128359  0.075599742
#> 
#> 
#> $GBR$A
#> $GBR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97412451 0.01744657   0.9534632   1.00052054
#> lag1_var2 -0.06353344 0.11533446  -0.2213505   0.09625171
#> lag1_var3 -0.10725194 0.18949880  -0.3667879   0.15671265
#> lag1_var4  0.09498949 0.18028707  -0.1554654   0.34183398
#> const      1.49720070 0.23273695   1.1878675   1.72669186
#> 
#> $GBR$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.4925477 0.298967  -0.9550116    -0.132627
#> lag1_var2  0.5574193 1.412629  -1.0379741     2.593524
#> lag1_var3 -0.5619153 2.365640  -3.2205638     2.860767
#> lag1_var4  0.7595185 2.236783  -2.4103974     3.273703
#> const      2.3117952 3.723474  -2.5368301     8.112484
#> 
#> $GBR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.69102670 0.2995508   0.2537197     1.068398
#> lag1_var2 -0.06785252 1.0521270  -1.7164032     1.207984
#> lag1_var3  0.83461065 1.7471905  -1.9566295     2.959786
#> lag1_var4 -0.15727016 1.6536141  -2.1687451     2.452941
#> const      0.09654087 3.6356159  -4.8329577     4.683343
#> 
#> $GBR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4120489 0.2511685  0.02367922    0.7130048
#> lag1_var2 -0.2378612 0.6456101 -1.16926689    0.4763176
#> lag1_var3 -0.3391604 1.0549788 -1.85016182    0.8355669
#> lag1_var4  1.1321162 0.9817002  0.03393291    2.5188210
#> const      1.2241291 1.8984062 -1.16866857    4.0213762
#> 
#> 
#> 
#> $GEO
#> $GEO$Sigma
#> $GEO$Sigma$equation1
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008937347 0.00203768  0.00680828   0.01243098
#> 
#> $GEO$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] 0.008483435 0.02264239 -0.01961901   0.04227806
#> Sigma[2,2] 2.049451803 0.39470424  1.51349035   2.59917902
#> 
#> $GEO$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.03507937 0.02468763 -0.07441413 -0.008144156
#> Sigma[3,2] -1.44886457 0.32954067 -1.93290318 -1.085239343
#> Sigma[3,3]  1.62785786 0.42921060  1.10729481  2.256694779
#> 
#> $GEO$Sigma$equation4
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[4,1] -0.02944049 0.0150163 -0.05184134  -0.01452076
#> Sigma[4,2]  0.02199945 0.3322334 -0.41545595   0.53519360
#> Sigma[4,3]  0.63912181 0.2847808  0.19114798   0.93299494
#> Sigma[4,4]  0.71601701 0.1262038  0.55171072   0.91541619
#> 
#> 
#> $GEO$A
#> $GEO$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0322821 0.0656570  0.94915820   1.12208694
#> lag1_var2 -0.2206528 0.1075283 -0.34238716  -0.05570185
#> lag1_var3 -0.3360774 0.1547561 -0.51436943  -0.09967801
#> lag1_var4  0.3013529 0.1433726  0.08247927   0.46618206
#> const      1.5556303 1.0151425 -0.02115721   2.42686674
#> 
#> $GEO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6652093 0.4490703  -1.1127732   0.07579328
#> lag1_var2  2.1199027 0.8135754   0.7094541   2.96353800
#> lag1_var3  1.7893993 1.2009121  -0.3202740   2.94213072
#> lag1_var4 -1.5969704 1.1251611  -2.6486489   0.38122971
#> const      3.4899129 6.9752699  -5.2307793  13.25382084
#> 
#> $GEO$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04881974 0.4407671  -0.6019715    0.5693335
#> lag1_var2  0.25105222 0.8822124  -0.5903254    1.6732820
#> lag1_var3  1.31143999 1.2821610   0.1251946    3.3813753
#> lag1_var4 -0.36519168 1.1940234  -2.2990560    0.7422200
#> const      1.76165216 6.1115225  -6.9297877    9.6805281
#> 
#> $GEO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5225722 0.3511024  -1.0439996  -0.08587712
#> lag1_var2  1.3491031 0.5866781   0.7108218   2.29383182
#> lag1_var3  2.0329544 0.8366578   1.1869704   3.39734986
#> lag1_var4 -0.9150962 0.7773599  -2.1946207  -0.15472094
#> const      4.1481657 5.2207491  -2.1319439  11.83553835
#> 
#> 
#> 
#> $GHA
#> $GHA$Sigma
#> $GHA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000946133 0.0001705804 0.0007179326  0.001184599
#> 
#> $GHA$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0149488 0.004223659 -0.02185617  -0.01071856
#> Sigma[2,2]  0.7750872 0.121037659  0.60962788   0.91010591
#> 
#> $GHA$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01162707 0.004239536  0.006618529   0.01767309
#> Sigma[3,2] -0.64358259 0.119275932 -0.801051407  -0.46824377
#> Sigma[3,3]  0.76344859 0.199493169  0.537696748   1.06701933
#> 
#> $GHA$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0009948629 0.001929222 -0.001195136  0.004027074
#> Sigma[4,2] -0.0955575722 0.092097341 -0.238886824 -0.016955846
#> Sigma[4,3]  0.3179256174 0.133707257  0.194673406  0.517900324
#> Sigma[4,4]  0.2605745987 0.080871555  0.179794110  0.386283539
#> 
#> 
#> $GHA$A
#> $GHA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96299457 0.01098553  0.95124620   0.98164383
#> lag1_var2 -0.02420325 0.03776840 -0.06757828   0.02809112
#> lag1_var3 -0.02943992 0.05182372 -0.08974515   0.04192696
#> lag1_var4  0.02568521 0.05090090 -0.04450756   0.08450005
#> const      1.22563983 0.25888730  0.83638794   1.51737167
#> 
#> $GHA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1942337 0.3571875  -0.6184685    0.3817995
#> lag1_var2 -1.9914219 2.6101218  -6.3690028    0.6462992
#> lag1_var3 -3.8564635 3.6248776  -9.9128187   -0.3024565
#> lag1_var4  3.8035165 3.5283505   0.3277921    9.6923760
#> const      9.8576845 9.6840116  -3.4261921   20.1660927
#> 
#> $GHA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07386913 0.3084307  -0.3086665    0.5440504
#> lag1_var2  0.83786438 3.1345886  -3.4927060    5.2003695
#> lag1_var3  1.85751340 4.3039617  -4.0987665    7.8544961
#> lag1_var4 -0.82746424 4.1946013  -6.6583219    4.9879037
#> const     -5.59382672 8.3549246 -17.7726592    4.5481687
#> 
#> $GHA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0885667 0.2672193  -0.4047976    0.2894419
#> lag1_var2 -1.0237617 1.9075508  -3.9517299    1.1622119
#> lag1_var3 -1.5175860 2.6247273  -5.5467671    1.4797848
#> lag1_var4  2.5212901 2.5684115  -0.4190684    6.4717934
#> const      1.1702339 4.9213641  -6.6351701    6.6270161
#> 
#> 
#> 
#> $GIN
#> $GIN$Sigma
#> $GIN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003733347 6.617554e-05 0.0002953865   0.00045808
#> 
#> $GIN$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001184473 0.0004538484 -0.001845334 -0.0005802246
#> Sigma[2,2]  0.036027241 0.0076143765  0.029709038  0.0483920062
#> 
#> $GIN$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001257095 0.0006155937  0.0005079248   0.00216722
#> Sigma[3,2] -0.029294762 0.0129419382 -0.0496589081  -0.01800666
#> Sigma[3,3]  0.112575849 0.0218356057  0.0900678186   0.14570513
#> 
#> $GIN$Sigma$equation4
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[4,1]  0.0006224696 0.0007111222 -0.0004434133  1.547814e-03
#> Sigma[4,2] -0.0107278011 0.0100939644 -0.0260525112 -7.377407e-05
#> Sigma[4,3]  0.1010508531 0.0205501213  0.0793627246  1.342665e-01
#> Sigma[4,4]  0.0992916270 0.0208786754  0.0776581167  1.354744e-01
#> 
#> 
#> $GIN$A
#> $GIN$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.96336728 0.008445814  0.950728324  0.975052252
#> lag1_var2 -0.05906274 0.043367056 -0.120386446 -0.002658815
#> lag1_var3 -0.11281900 0.091187221 -0.247726762 -0.002237235
#> lag1_var4  0.10211350 0.087641480 -0.004331234  0.231953050
#> const      1.47645403 0.193255203  1.203356237  1.742907914
#> 
#> $GIN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.22179082 0.1278777  0.04627179    0.4003466
#> lag1_var2 -0.04981912 0.6495733 -0.75262157    1.0055036
#> lag1_var3 -0.95243861 1.1354809 -2.11479926    0.8483327
#> lag1_var4  0.89270309 1.0902586 -0.83835104    2.0047259
#> const      0.89879872 1.6367777 -1.91443800    2.4878740
#> 
#> $GIN$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.7013553 0.241656   -1.107912    -0.440826
#> lag1_var2  3.2822566 1.021023    1.844581     4.425102
#> lag1_var3  5.9758913 1.849890    3.183559     7.904418
#> lag1_var4 -4.7606569 1.786304   -6.617177    -2.059169
#> const      1.1137499 3.488034   -2.150451     7.117363
#> 
#> $GIN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6219046 0.2121926  -0.9494483    -0.378569
#> lag1_var2  2.9866788 1.0105514   1.6407815     4.320911
#> lag1_var3  4.9243967 1.8771414   2.3008471     7.283590
#> lag1_var4 -3.7212941 1.8099181  -5.9884861    -1.184547
#> const      1.3126953 2.9417296  -1.7663172     6.037338
#> 
#> 
#> 
#> $GMB
#> $GMB$Sigma
#> $GMB$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00361631 0.003708964 0.001011695   0.00937294
#> 
#> $GMB$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01128402 0.01177017  -0.0266007  0.001144698
#> Sigma[2,2]  0.45609101 0.13674104   0.2602645  0.612705173
#> 
#> $GMB$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.005043182 0.00407597  0.0003587776   0.01022886
#> Sigma[3,2] -0.209631419 0.06279531 -0.2874993027  -0.11905014
#> Sigma[3,3]  0.102039593 0.02921889  0.0592202909   0.14077768
#> 
#> $GMB$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003820064 0.002265782 -0.004307281  0.001844576
#> Sigma[4,2]  0.0094079486 0.010458621 -0.002964600  0.026377088
#> Sigma[4,3]  0.0017498642 0.004734014 -0.004428021  0.008582849
#> Sigma[4,4]  0.0067181665 0.002426408  0.004756871  0.011166990
#> 
#> 
#> $GMB$A
#> $GMB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.978914207 0.03500919   0.9338545    1.0323985
#> lag1_var2 -0.016069572 0.09048325  -0.1109481    0.1203263
#> lag1_var3 -0.024985981 0.18145610  -0.2081306    0.2467906
#> lag1_var4  0.009550426 0.17953038  -0.2597071    0.1993406
#> const      1.244323973 0.43833902   0.4700808    1.6375987
#> 
#> $GMB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06390521 0.6112101  -0.4924486    0.9495842
#> lag1_var2  0.13806661 1.7404482  -2.6703982    1.6699763
#> lag1_var3 -1.50392181 3.7026059  -7.4417463    1.6259820
#> lag1_var4  1.56391811 3.4934889  -1.4929332    7.2488270
#> const     -0.47869635 6.5292197 -10.2763231    7.8959662
#> 
#> $GMB$A$equation3
#>                   mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.005366687 0.270600 -0.43879959    0.1803896
#> lag1_var2  0.668497580 0.838399 -0.05097812    1.9983342
#> lag1_var3  2.251985010 1.784586  0.81151106    5.1162261
#> lag1_var4 -1.283662372 1.677585 -3.96418726    0.1188531
#> const      1.102776985 3.359152 -3.18202959    5.9511547
#> 
#> $GMB$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.05295362 0.07209918  -0.1603384   0.03667686
#> lag1_var2  0.41350370 0.14919489   0.1927102   0.58411030
#> lag1_var3  0.86133754 0.30873988   0.3871522   1.20731119
#> lag1_var4  0.14792013 0.29737477  -0.2056361   0.58821865
#> const      0.64699569 0.56590118  -0.1499282   1.35397522
#> 
#> 
#> 
#> $GNB
#> $GNB$Sigma
#> $GNB$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004035501 0.001380281  0.00263368  0.006457424
#> 
#> $GNB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004505417 0.002848623 -0.009157562 -0.001216172
#> Sigma[2,2]  0.030880198 0.005302496  0.025165962  0.039926048
#> 
#> $GNB$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.005487714 0.00575921 -0.0001808018  0.015073872
#> Sigma[3,2] -0.006454429 0.01490995 -0.0312961425  0.006161827
#> Sigma[3,3]  0.093320365 0.02587130  0.0646255648  0.136840646
#> 
#> $GNB$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.002715098 0.005232265 -0.003591689   0.01127962
#> Sigma[4,2] 0.013370765 0.013528160 -0.007930971   0.02713335
#> Sigma[4,3] 0.091840834 0.022355503  0.068019316   0.12737340
#> Sigma[4,4] 0.103184315 0.021883073  0.082042899   0.13732906
#> 
#> 
#> $GNB$A
#> $GNB$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9857815 0.05162152   0.9063884    1.0417044
#> lag1_var2 -0.1428493 0.22038240  -0.3727046    0.1622002
#> lag1_var3 -0.2762558 0.39716008  -0.7041849    0.2606189
#> lag1_var4  0.2584547 0.38305621  -0.2631963    0.6664838
#> const      1.3607001 0.32546809   0.9323428    1.8165345
#> 
#> $GNB$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.122676 0.09085766 -0.24176181  -0.03809222
#> lag1_var2  1.205655 0.64157119  0.23913845   2.00514750
#> lag1_var3  1.191455 1.05427193 -0.36882999   2.41446450
#> lag1_var4 -1.142324 1.03455971 -2.33302315   0.38764759
#> const      1.080248 0.84473971  0.05869158   2.46839081
#> 
#> $GNB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1527980 0.1863722 -0.15274977    0.3686951
#> lag1_var2  0.9667135 0.8350293  0.07673003    2.3654990
#> lag1_var3  2.5381629 1.4164411  1.19993485    4.9568058
#> lag1_var4 -1.5986341 1.4173676 -4.00188406   -0.2550370
#> const      0.7529527 2.9441367 -2.91446096    5.0027752
#> 
#> $GNB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07381131 0.1797764  -0.2332297    0.2539422
#> lag1_var2  1.33071516 1.0422235   0.2824805    3.0570527
#> lag1_var3  2.67444079 1.8652869   1.0910422    5.8125333
#> lag1_var4 -1.69793284 1.8580418  -4.8141245   -0.1137847
#> const      1.11897419 3.0128175  -2.4364584    5.3680758
#> 
#> 
#> 
#> $GNQ
#> $GNQ$Sigma
#> $GNQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.02927918 0.008704865  0.01952368   0.04204252
#> 
#> $GNQ$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006635503 0.00570967 -0.01582983 0.0004300162
#> Sigma[2,2]  0.027428783 0.00480842  0.02079255 0.0340717336
#> 
#> $GNQ$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.002018268 0.02144202 -0.02583939   0.03494114
#> Sigma[3,2] -0.107724900 0.01960114 -0.13054392  -0.07927847
#> Sigma[3,3]  0.707670470 0.13945907  0.50901302   0.89511665
#> 
#> $GNQ$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.001965949 0.02077289  -0.0287810   0.02825381
#> Sigma[4,2] -0.099862846 0.01916186  -0.1222269  -0.07296965
#> Sigma[4,3]  0.701544113 0.14227236   0.5034275   0.90208204
#> Sigma[4,4]  0.699867762 0.14598200   0.5014463   0.91447261
#> 
#> 
#> $GNQ$A
#> $GNQ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93412807 0.01843308   0.9083292    0.9583136
#> lag1_var2  0.03490759 0.22601831  -0.2778939    0.3369222
#> lag1_var3  0.11024293 0.33501729  -0.3783353    0.4727109
#> lag1_var4 -0.10157434 0.31525783  -0.4372728    0.3649230
#> const      1.31226133 1.52366891  -0.6296688    3.0738249
#> 
#> $GNQ$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.03909756 0.02473724  0.01138608   0.07428198
#> lag1_var2  0.63194428 0.32643789  0.11941070   1.03794585
#> lag1_var3 -0.27107693 0.54901173 -1.12593432   0.47315392
#> lag1_var4  0.28009215 0.53581012 -0.44023570   1.11602389
#> const      0.19428189 0.81316477 -1.03590887   1.20277155
#> 
#> $GNQ$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.2889914 0.118126  -0.4381156   -0.1383838
#> lag1_var2  3.1646120 1.480876   1.1086805    5.3060291
#> lag1_var3  5.2774792 2.687689   1.4316756    9.1751105
#> lag1_var4 -4.3116744 2.623307  -8.1380374   -0.5973019
#> const      4.0582086 5.301838  -3.0296467   10.7879134
#> 
#> $GNQ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2903215 0.1154426  -0.4408964  -0.13962935
#> lag1_var2  3.2779977 1.4177743   1.3028199   5.28361799
#> lag1_var3  4.5983954 2.6218272   0.7506059   8.31254908
#> lag1_var4 -3.6228743 2.5563070  -7.2707867   0.09158512
#> const      4.1469971 5.4058119  -3.3770753  10.83188447
#> 
#> 
#> 
#> $GRC
#> $GRC$Sigma
#> $GRC$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001691279 0.0003762014 0.001278472  0.002243462
#> 
#> $GRC$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0380297 0.01904934 -0.05874822 -0.007239679
#> Sigma[2,2]  3.3976880 0.82917739  2.41048490  4.626867085
#> 
#> $GRC$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02666995 0.009325986  0.01554632   0.04050748
#> Sigma[3,2] -1.72587290 0.333780084 -2.24731747  -1.34042549
#> Sigma[3,3]  1.04157404 0.224955129  0.85922824   1.38513544
#> 
#> $GRC$Sigma$equation4
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.00792642 0.00530124  0.002181392   0.01611838
#> Sigma[4,2] 0.02921327 0.26274981 -0.271740062   0.43915092
#> Sigma[4,3] 0.17135623 0.12788404  0.023463402   0.35627783
#> Sigma[4,4] 0.21113665 0.06235075  0.138061757   0.30693340
#> 
#> 
#> $GRC$A
#> $GRC$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.91975180 0.02909090  0.881715447   0.96080190
#> lag1_var2  0.07371955 0.06200158 -0.007169344   0.16901776
#> lag1_var3  0.14567409 0.12156666 -0.014607545   0.33100243
#> lag1_var4 -0.13526938 0.11082022 -0.305857907   0.01379293
#> const      1.57721489 0.36713763  1.102028365   2.02894565
#> 
#> $GRC$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.9562922  1.630359   -1.107562    3.2308752
#> lag1_var2  -5.1854363  2.877101   -8.774142   -0.6128964
#> lag1_var3 -11.9320862  5.608725  -18.942932   -2.9924531
#> lag1_var4  11.4620882  4.983194    3.424184   17.5843636
#> const       0.1111486 12.469897  -21.269483   12.2779942
#> 
#> $GRC$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3124187 0.8755816   -1.379278    0.7845787
#> lag1_var2  3.4410740 1.4064457    1.152296    5.1619219
#> lag1_var3  7.6850553 2.7264816    3.248623   11.0463887
#> lag1_var4 -6.5679195 2.4154470   -9.463397   -2.6268312
#> const      1.9949083 7.5379525   -4.044878   15.8292133
#> 
#> $GRC$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.1668346 0.2184406 -0.20796293    0.3699039
#> lag1_var2 0.3970380 0.3803588 -0.03176673    0.9557502
#> lag1_var3 0.8228319 0.7431272 -0.03828372    1.8956389
#> lag1_var4 0.0635757 0.6709627 -0.87494640    0.9102806
#> const     1.8665768 3.7157040 -3.90236052    5.5772759
#> 
#> 
#> 
#> $GTM
#> $GTM$Sigma
#> $GTM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003275457 7.255739e-05 0.0002486928 0.0004466826
#> 
#> $GTM$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002388312 0.0009645934 -0.003589456 -0.0008971915
#> Sigma[2,2]  0.092019549 0.0117552199  0.075389962  0.1077919429
#> 
#> $GTM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001420193 0.005460277 -0.006899949   0.00805325
#> Sigma[3,2] -0.226151517 0.070777464 -0.346367318  -0.16298417
#> Sigma[3,3]  2.113916019 0.439380497  1.646638696   2.84351059
#> 
#> $GTM$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  1.007247e-05 0.005107266 -0.007634386  0.006350921
#> Sigma[4,2] -1.741366e-01 0.070118577 -0.294378244 -0.117719962
#> Sigma[4,3]  2.028925e+00 0.420539626  1.569463801  2.727915786
#> Sigma[4,4]  1.974662e+00 0.404468742  1.520824817  2.640974831
#> 
#> 
#> $GTM$A
#> $GTM$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.95643025 0.007790152  0.94551074   0.96549452
#> lag1_var2 -0.03894497 0.056987531 -0.10793379   0.04599469
#> lag1_var3 -0.06396827 0.100847789 -0.18149611   0.08887313
#> lag1_var4  0.05785381 0.099792290 -0.09336463   0.17358823
#> const      1.49093450 0.198813938  1.18357055   1.70522740
#> 
#> $GTM$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1362459 0.07368115  0.04458365    0.2412560
#> lag1_var2 -0.4490206 0.77312141 -1.77151091    0.2531389
#> lag1_var3 -1.6708807 1.29307395 -3.85299384   -0.3594585
#> lag1_var4  1.6496212 1.27518450  0.35767643    3.8017268
#> const     -0.9825754 1.51675349 -3.12061959    0.8687845
#> 
#> $GTM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  -0.8488735  0.466444   -1.502599   -0.2302046
#> lag1_var2  10.5036915  7.439721    2.337030   22.6846196
#> lag1_var3  17.2906407 12.356134    3.675057   37.1665074
#> lag1_var4 -16.1063219 12.161112  -35.632225   -2.6833604
#> const       8.3913890  5.706522    1.663407   16.8456687
#> 
#> $GTM$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  -0.7897393  0.4451856  -1.4010312   -0.1950407
#> lag1_var2  10.0736357  7.2157272   2.0326871   21.7162170
#> lag1_var3  15.9977554 11.9618324   2.7097560   34.9817539
#> lag1_var4 -14.8141082 11.7715118 -33.4591219   -1.7165428
#> const       7.6076608  5.5887088   0.1843107   15.4608950
#> 
#> 
#> 
#> $GUM
#> $GUM$Sigma
#> $GUM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005010773 0.0001025002 0.0003699575 0.0006052818
#> 
#> $GUM$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00344446 0.005407048 -0.01222074  0.003172364
#> Sigma[2,2]  3.09269630 0.761774006  2.10871400  4.210351599
#> 
#> $GUM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008237624 0.005271194  0.002002387   0.01624051
#> Sigma[3,2] -1.738892127 0.638187713 -2.761572146  -1.21021705
#> Sigma[3,3]  2.235796132 0.650424777  1.716561888   3.26328512
#> 
#> $GUM$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.006770033 0.004237551  0.0007815361   0.01214946
#> Sigma[4,2] 0.311509164 0.455959288 -0.2553532656   1.04160088
#> Sigma[4,3] 1.195340097 0.362929711  0.8175983103   1.75904233
#> Sigma[4,4] 1.528150906 0.406348859  1.1016084244   2.15214912
#> 
#> 
#> $GUM$A
#> $GUM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93623676 0.01296228  0.91981760   0.95442832
#> lag1_var2 -0.01458510 0.02297010 -0.04531529   0.01364531
#> lag1_var3 -0.02640667 0.03447862 -0.07176666   0.01440357
#> lag1_var4  0.02456787 0.03208342 -0.01294423   0.06701375
#> const      1.53606722 0.18843333  1.29825073   1.76042182
#> 
#> $GUM$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.0674481  1.020574  -1.07150507   1.64038772
#> lag1_var2 -0.8367373  1.230197  -2.49605179   0.88534758
#> lag1_var3 -2.4736430  1.804473  -4.89565157   0.09970015
#> lag1_var4  2.4230971  1.703299   0.02911566   4.70146600
#> const      3.6919929 17.615673 -21.11464346  30.04573185
#> 
#> $GUM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.07720561  0.5741609  -0.6001068    0.8704482
#> lag1_var2  1.80964947  1.3507403  -0.3792165    3.4721186
#> lag1_var3  3.66281198  1.9680091   0.4783842    6.0623355
#> lag1_var4 -2.67016096  1.8442735  -4.9010942    0.3025068
#> const     -2.28911561 10.5491392 -20.1012043    9.1209678
#> 
#> $GUM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09021338 0.6185043  -0.8060822    0.8566596
#> lag1_var2  0.81825924 1.3659718  -0.9450081    2.7636740
#> lag1_var3  1.38848293 2.0267659  -1.2340770    4.2136173
#> lag1_var4 -0.41169181 1.8964409  -3.0769601    2.0248072
#> const     -0.20134533 8.8827584  -9.8829782   13.7789843
#> 
#> 
#> 
#> $GUY
#> $GUY$Sigma
#> $GUY$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006980457 0.002619254 0.004333494   0.01091773
#> 
#> $GUY$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007145248 0.009227972 -0.02114803  0.004959252
#> Sigma[2,2]  0.391375875 0.086971582  0.26206972  0.502124325
#> 
#> $GUY$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.02143038 0.01865176  0.005856235   0.05228678
#> Sigma[3,2] -0.44586452 0.09159244 -0.576732922  -0.34681217
#> Sigma[3,3]  0.86057878 0.14657932  0.611328658   0.99616346
#> 
#> $GUY$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01977629 0.01715948  0.005276841   0.04641156
#> Sigma[4,2] -0.27564098 0.06774821 -0.361923427  -0.18302545
#> Sigma[4,3]  0.71989111 0.14820998  0.479619671   0.89427194
#> Sigma[4,4]  0.66185586 0.15103902  0.441866295   0.85955389
#> 
#> 
#> $GUY$A
#> $GUY$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0518411 0.03920669  1.00924001   1.11756349
#> lag1_var2 -0.1212203 0.08567903 -0.25029056  -0.02746774
#> lag1_var3 -0.2614586 0.16554450 -0.50579801  -0.09212937
#> lag1_var4  0.2128515 0.15364195  0.05621189   0.43916704
#> const      1.3707557 0.73084231  0.35969181   2.36948417
#> 
#> $GUY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0353299 0.3455424  -0.5223341    0.4495172
#> lag1_var2  0.9512731 0.6686739   0.2431807    1.9353487
#> lag1_var3  0.4166671 1.1568179  -0.8074781    2.0371784
#> lag1_var4 -0.4131995 1.0440185  -1.8661526    0.7290455
#> const      2.4183694 2.6685949  -1.6451397    5.0422222
#> 
#> $GUY$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08357209 0.5924438  -0.7278627    0.8297625
#> lag1_var2  0.39261326 1.3620377  -1.3225421    2.2804186
#> lag1_var3  1.65451521 2.2992874  -1.0739301    4.8555168
#> lag1_var4 -0.64312556 2.0703978  -3.4979195    1.7970058
#> const     -2.83383442 6.8039381 -12.6961725    5.9292531
#> 
#> $GUY$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.11740801 0.5057728  -0.6182075    0.7086859
#> lag1_var2  0.48030816 1.3189721  -1.1099604    2.3531580
#> lag1_var3  1.11807083 2.2427428  -1.4163564    4.3609451
#> lag1_var4 -0.09134425 2.0199114  -2.9858246    2.2442656
#> const     -2.37812524 7.4699856 -13.6323558    5.8002550
#> 
#> 
#> 
#> $HKG
#> $HKG$Sigma
#> $HKG$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009614321 0.0002988301 0.0007441787  0.001458218
#> 
#> $HKG$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01997316 0.008476166 -0.03480299  -0.01250962
#> Sigma[2,2]  0.80339064 0.214659109  0.56984025   1.17691605
#> 
#> $HKG$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01368467 0.004843783  0.008577032   0.02126705
#> Sigma[3,2] -0.50025724 0.124190458 -0.689229746  -0.33338296
#> Sigma[3,3]  0.49679768 0.070497359  0.389796558   0.59409073
#> 
#> $HKG$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001686968 0.001343727 -0.0003709183  0.003385265
#> Sigma[4,2] -0.016311439 0.049312842 -0.0835610581  0.050921662
#> Sigma[4,3]  0.203449911 0.037758414  0.1685836482  0.265487919
#> Sigma[4,4]  0.202077608 0.033171259  0.1557492499  0.242539058
#> 
#> 
#> $HKG$A
#> $HKG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94543600 0.01213041   0.9305681    0.9631281
#> lag1_var2  0.02435427 0.11954898  -0.1102350    0.1807886
#> lag1_var3  0.02943414 0.19527965  -0.1872873    0.2838259
#> lag1_var4 -0.02993138 0.19195927  -0.2788638    0.1837257
#> const      1.46217667 0.24802462   1.0248599    1.6946758
#> 
#> $HKG$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.149810 0.3077811  -0.2164968    0.6463588
#> lag1_var2 -2.605460 3.0898907  -7.0362575    1.2176786
#> lag1_var3 -5.558195 5.1105162 -12.8791677    0.6483965
#> lag1_var4  5.486798 4.9811043  -0.5039907   12.5787281
#> const      1.379978 6.7413945  -7.2903413   10.1321667
#> 
#> $HKG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03212464 0.2865548  -0.4707306    0.2192798
#> lag1_var2  1.86867926 2.4382402  -0.6891297    5.7494410
#> lag1_var3  3.88245766 4.0371656  -0.3914807   10.2119913
#> lag1_var4 -2.87033879 3.9440477  -9.0469279    1.3086440
#> const     -0.60218454 6.0595868  -7.5894085    8.2089717
#> 
#> $HKG$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04979792 0.2055962  -0.2365222     0.323068
#> lag1_var2 -0.09878061 1.3580740  -1.7576315     1.617732
#> lag1_var3 -0.12531027 2.2125648  -2.7577961     2.641716
#> lag1_var4  1.10297893 2.1465177  -1.5712464     3.642588
#> const     -0.07267776 2.6329916  -2.7778843     3.971838
#> 
#> 
#> 
#> $HND
#> $HND$Sigma
#> $HND$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0007992477 0.0001600988 0.000637833  0.001040768
#> 
#> $HND$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01695661 0.005871785 -0.02492655 -0.008710164
#> Sigma[2,2]  1.35530247 0.266156601  1.01676317  1.711923540
#> 
#> $HND$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01604935 0.008568375  0.007794792   0.02910494
#> Sigma[3,2] -0.86320431 0.401009617 -1.514298491  -0.38043045
#> Sigma[3,3]  2.51717516 0.643499360  1.766047426   3.53660394
#> 
#> $HND$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006451516 0.007129125 -0.002591707   0.01685241
#> Sigma[4,2] -0.045086676 0.410669470 -0.646300244   0.48790689
#> Sigma[4,3]  2.103897317 0.495480103  1.485116539   2.84211624
#> Sigma[4,4]  2.191558114 0.381500106  1.777968887   2.78381859
#> 
#> 
#> $HND$A
#> $HND$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.93554024 0.009524856  0.927441427   0.95113372
#> lag1_var2  0.03491047 0.027084399 -0.008547465   0.06650439
#> lag1_var3  0.03810110 0.044652049 -0.033050527   0.09143737
#> lag1_var4 -0.04030016 0.043405838 -0.092367084   0.02852694
#> const      1.63395457 0.198552855  1.307881454   1.83836134
#> 
#> $HND$A$equation2
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1  0.812926 0.276727   0.4154464    1.1597056
#> lag1_var2 -3.271579 1.693871  -5.6285810   -1.0140172
#> lag1_var3 -6.267944 2.816384 -10.2297619   -2.5268523
#> lag1_var4  6.076985 2.742262   2.4476370    9.9357136
#> const     -5.264056 5.094705 -13.1630958    0.6772769
#> 
#> $HND$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5045714 0.5583201  -1.3936772   0.08008963
#> lag1_var2  4.2074316 2.9844152   0.5043294   8.35234623
#> lag1_var3  7.5870437 4.9596175   1.5354749  14.40561629
#> lag1_var4 -6.4920955 4.7715485 -13.0251431  -0.63049089
#> const      5.1680632 8.7323403  -2.3769616  19.01169784
#> 
#> $HND$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.02417488 0.5306314  -0.8340677    0.6103339
#> lag1_var2  1.91649623 2.9100299  -2.4388642    5.5403174
#> lag1_var3  3.28679746 4.7985081  -3.8334338    9.2431486
#> lag1_var4 -2.29734974 4.6048242  -8.0081479    4.5707132
#> const      1.68197499 6.9768604  -5.9847397   12.0044966
#> 
#> 
#> 
#> $HRV
#> $HRV$Sigma
#> $HRV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002144025 0.0007361583 0.001430925  0.003277427
#> 
#> $HRV$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0257442 0.009780197 -0.03751054  -0.01056856
#> Sigma[2,2]  2.0402767 0.490286825  1.66523794   2.88531114
#> 
#> $HRV$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01223389 0.009960032 -0.003382422    0.0206763
#> Sigma[3,2] -1.11135780 0.273080328 -1.575822815   -0.9040043
#> Sigma[3,3]  0.83662809 0.225642211  0.654833792    1.2234553
#> 
#> $HRV$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.001584222 0.01278972 -0.02090998  0.003619675
#> Sigma[4,2] -0.054127172 0.07272458 -0.15697877  0.040089707
#> Sigma[4,3]  0.291441729 0.16006401  0.19340266  0.536930815
#> Sigma[4,4]  0.298947814 0.20493722  0.19472628  0.613944659
#> 
#> 
#> $HRV$A
#> $HRV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97272138 0.02510112  0.93467698   1.00785942
#> lag1_var2 -0.01737805 0.06130810 -0.09020982   0.07787847
#> lag1_var3 -0.03089943 0.11714624 -0.16718294   0.14745526
#> lag1_var4  0.01715086 0.10653363 -0.14335688   0.14285786
#> const      1.42930375 0.26638842  1.10019953   1.79525237
#> 
#> $HRV$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.058378 0.5804707   -2.867014    -1.320878
#> lag1_var2  6.118292 1.6623138    3.394990     7.754522
#> lag1_var3 10.010119 3.2930366    4.577703    13.187775
#> lag1_var4 -9.107858 2.9650514  -11.954861    -4.218297
#> const      4.552619 8.3504788   -8.852636    15.467771
#> 
#> $HRV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7844695 0.3816067   0.2373444    1.3100357
#> lag1_var2 -1.2716356 1.0523350  -2.3767827    0.3804212
#> lag1_var3 -1.4913513 2.0563485  -3.6538589    1.7787897
#> lag1_var4  2.1382504 1.8636667  -0.8131951    4.0678685
#> const     -1.1274888 3.5506804  -5.9795530    3.3968822
#> 
#> $HRV$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.394184 0.1732480  -0.6462540   -0.1954935
#> lag1_var2  1.806850 0.6655976   0.9573299    2.8189975
#> lag1_var3  3.524184 1.2942113   1.8809628    5.4979482
#> lag1_var4 -2.352460 1.1887618  -4.2018848   -0.8629038
#> const      1.065175 2.5531591  -2.7579724    4.3069856
#> 
#> 
#> 
#> $HTI
#> $HTI$Sigma
#> $HTI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001876844 0.0006273534 0.001274117  0.002793011
#> 
#> $HTI$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009008687 0.007641101 -0.02226638  -0.00249565
#> Sigma[2,2]  0.334948557 0.078013220  0.24303263   0.44754333
#> 
#> $HTI$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.006981583 0.004782293  0.00233849   0.01492858
#> Sigma[3,2] -0.212750938 0.046721626 -0.27359264  -0.14774112
#> Sigma[3,3]  0.202740807 0.030237564  0.16375734   0.24299288
#> 
#> $HTI$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.001506185 0.002549197 -0.001913774  0.004678857
#> Sigma[4,2] 0.001107664 0.028209833 -0.024804412  0.047151954
#> Sigma[4,3] 0.075636645 0.015129663  0.055761368  0.097523616
#> Sigma[4,4] 0.086537064 0.015570125  0.063426144  0.105342530
#> 
#> 
#> $HTI$A
#> $HTI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95354486 0.03299959   0.8977422   0.98588862
#> lag1_var2 -0.03691623 0.07785306  -0.1170734   0.09668793
#> lag1_var3 -0.06159767 0.11896262  -0.1848790   0.14253971
#> lag1_var4  0.05248142 0.10773220  -0.1304012   0.16517770
#> const      1.64318146 0.24282640   1.2974653   1.98373320
#> 
#> $HTI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5103934 0.4901814  -0.1282799    1.1986538
#> lag1_var2  2.2144541 0.7898118   1.1567392    3.3417976
#> lag1_var3  1.9221406 1.1881895   0.3460954    3.6459775
#> lag1_var4 -2.1279490 1.0393372  -3.6096359   -0.7575664
#> const      2.0767369 4.9426217  -4.1794117    9.5009626
#> 
#> $HTI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3925841 0.2559127  -0.7857112  -0.05342253
#> lag1_var2 -0.1624769 0.4082976  -0.7644745   0.37401318
#> lag1_var3  0.6310398 0.6105415  -0.2639706   1.45572341
#> lag1_var4  0.4986465 0.5246833  -0.2058235   1.25831225
#> const     -0.3940337 3.1771397  -4.8261981   3.76373659
#> 
#> $HTI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.10270435 0.2267259  -0.4465871    0.1687202
#> lag1_var2  0.78322355 0.4651324   0.3464186    1.5423872
#> lag1_var3  1.11031996 0.7213981   0.4142686    2.2959304
#> lag1_var4 -0.09507816 0.6567574  -1.1746611    0.5786860
#> const      0.58482530 2.3664290  -3.2058507    2.8421027
#> 
#> 
#> 
#> $HUN
#> $HUN$Sigma
#> $HUN$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001451356 0.001398222 0.0006254218  0.004107147
#> 
#> $HUN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01297313 0.006370734 -0.02065939 -0.004307024
#> Sigma[2,2]  0.91618964 0.135185842  0.73276524  1.084040643
#> 
#> $HUN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01407195 0.007323814  0.007639955    0.0258158
#> Sigma[3,2] -0.63321059 0.104480972 -0.759168639   -0.4962973
#> Sigma[3,3]  0.55363333 0.130768119  0.409986226    0.7523435
#> 
#> $HUN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007726162 0.007294949  0.002926432   0.01919267
#> Sigma[4,2] -0.164314753 0.059824003 -0.264012246  -0.09971074
#> Sigma[4,3]  0.236932950 0.106665656  0.137131980   0.41811088
#> Sigma[4,4]  0.161487350 0.098516005  0.082499545   0.32209320
#> 
#> 
#> $HUN$A
#> $HUN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95709851 0.01693240  0.93493062  0.975607421
#> lag1_var2 -0.09328713 0.09052901 -0.23504886  0.004142363
#> lag1_var3 -0.16990688 0.17398272 -0.44437001  0.013269716
#> lag1_var4  0.16217547 0.16621152 -0.01053849  0.425957853
#> const      1.55069793 0.17422406  1.28048241  1.783428375
#> 
#> $HUN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2030851 0.4138156  -0.1890970    0.8825866
#> lag1_var2  1.4101080 1.7317137  -0.5015592    4.0040549
#> lag1_var3  1.1711052 3.3461430  -2.5316460    6.1920602
#> lag1_var4 -1.2459088 3.1628916  -5.9475675    2.3225971
#> const      0.2692457 7.2164731  -8.8195867   11.0165650
#> 
#> $HUN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05672522 0.3496735  -0.4234032   0.54097752
#> lag1_var2 -1.53187405 1.6086000  -3.9048977   0.09479623
#> lag1_var3 -2.22281972 3.1006825  -6.7707036   0.87639824
#> lag1_var4  3.20585314 2.9379516   0.2231579   7.51494179
#> const     -1.45216775 5.1758656  -8.5903643   5.29231707
#> 
#> $HUN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1665441 0.2285391 -0.03055511    0.5092774
#> lag1_var2 -1.2618874 1.0321798 -2.84631045   -0.3673102
#> lag1_var3 -2.5119850 1.9849882 -5.59112743   -0.7783485
#> lag1_var4  3.4635931 1.8825199  1.82060327    6.4035840
#> const     -1.8256266 2.4983940 -5.39876999    1.9608147
#> 
#> 
#> 
#> $IDN
#> $IDN$Sigma
#> $IDN$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001517032 0.0002890021 0.001061859  0.001855768
#> 
#> $IDN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006597696 0.003057313 -0.01102228 -0.002719467
#> Sigma[2,2]  0.221859531 0.040246789  0.16824866  0.274452412
#> 
#> $IDN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004845327 0.004479068 -0.001358293   0.01101700
#> Sigma[3,2] -0.095949517 0.050936006 -0.159907039  -0.02809519
#> Sigma[3,3]  0.485086497 0.087665491  0.396784428   0.62920336
#> 
#> $IDN$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.000452932 0.004523041 -0.005736174  0.005748881
#> Sigma[4,2] 0.052650327 0.049366532 -0.010588120  0.118063313
#> Sigma[4,3] 0.445014825 0.064935902  0.376380252  0.550568302
#> Sigma[4,4] 0.506031201 0.051883404  0.434552820  0.574723210
#> 
#> 
#> $IDN$A
#> $IDN$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9983165 0.0140556  0.97890229  1.019519888
#> lag1_var2 -0.1564776 0.1027692 -0.27966472 -0.007642677
#> lag1_var3 -0.2352338 0.1573231 -0.42209799 -0.006154457
#> lag1_var4  0.2151985 0.1541678 -0.01407422  0.394589574
#> const      1.4252807 0.1849577  1.19520631  1.706234526
#> 
#> $IDN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5599062 0.2027679  -0.8407013   -0.3150330
#> lag1_var2  2.9327622 1.0404143   1.3093516    4.1648571
#> lag1_var3  3.1203782 1.5816655   0.6418683    4.9853148
#> lag1_var4 -2.9324893 1.5223387  -4.7830995   -0.5723455
#> const      3.3754730 3.5278982  -1.9192214    7.3363159
#> 
#> $IDN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.75699185 0.3295613   0.2200552     1.166996
#> lag1_var2  0.55995589 1.2964010  -1.3161645     2.375483
#> lag1_var3  1.91170493 1.9613818  -0.8490501     4.704556
#> lag1_var4 -1.21694621 1.8565943  -3.7738600     1.483569
#> const      0.05209695 5.5712913  -5.8903601     7.880819
#> 
#> $IDN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3936891 0.3363803 -0.11571271    0.7969970
#> lag1_var2  2.1392619 1.5726921  0.09536435    4.1015303
#> lag1_var3  3.4455868 2.3685078  0.44310756    6.4951144
#> lag1_var4 -2.6242793 2.2376885 -5.40483081    0.3007885
#> const      1.9997111 5.7581098 -4.88613112   11.0771584
#> 
#> 
#> 
#> $IND
#> $IND$Sigma
#> $IND$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009052353 0.0001701148 0.0006580578  0.001129216
#> 
#> $IND$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008579003 0.002431106 -0.01221927 -0.005770565
#> Sigma[2,2]  0.230909559 0.052728937  0.16947522  0.309909116
#> 
#> $IND$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009007142 0.002717351  0.005613838   0.01261364
#> Sigma[3,2] -0.286985261 0.077448415 -0.411740963  -0.21360475
#> Sigma[3,3]  0.480956775 0.137176529  0.373492793   0.72320862
#> 
#> $IND$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004803732 0.001658992  0.002427499  0.006840185
#> Sigma[4,2] -0.176944309 0.055509070 -0.272683268 -0.132155396
#> Sigma[4,3]  0.353028959 0.103731774  0.277442418  0.539996092
#> Sigma[4,4]  0.278247558 0.080131666  0.214803098  0.423049453
#> 
#> 
#> $IND$A
#> $IND$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9860585 0.01381249  0.97337283   1.01054870
#> lag1_var2 -0.1359946 0.09270501 -0.29767992  -0.05449099
#> lag1_var3 -0.2536721 0.17585987 -0.55908912  -0.10051341
#> lag1_var4  0.2323984 0.16537279  0.08689397   0.51909996
#> const      1.5946476 0.21855486  1.32156406   1.91450555
#> 
#> $IND$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1189303 0.2074599  -0.3899344    0.1760245
#> lag1_var2  1.4314387 1.1751364  -0.2643203    3.0573205
#> lag1_var3  0.9487409 2.2836159  -2.2841315    4.1974120
#> lag1_var4 -0.8418159 2.1442478  -3.8906376    2.2023453
#> const     -2.0758005 3.5678839  -6.8260804    2.7775228
#> 
#> $IND$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2491594 0.2868633  -0.6666683     0.139622
#> lag1_var2  0.7032750 1.7226221  -1.6254943     3.076757
#> lag1_var3  2.8242586 3.3572039  -1.8627962     7.328818
#> lag1_var4 -1.7597067 3.1407166  -5.9803255     2.618083
#> const      5.7360636 5.3118431  -1.4027518    13.819768
#> 
#> $IND$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3488805 0.2198031  -0.6406086  -0.07213279
#> lag1_var2  1.1103896 1.3277827  -0.5843620   2.92576359
#> lag1_var3  2.6900081 2.5842734  -0.7274076   6.14117568
#> lag1_var4 -1.5476815 2.4180420  -4.7766611   1.65126128
#> const      4.6567206 4.1905995  -1.6631992  10.74322688
#> 
#> 
#> 
#> $IRL
#> $IRL$Sigma
#> $IRL$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002273398 0.0004368021 0.001754608  0.002857297
#> 
#> $IRL$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0272416 0.01087892 -0.04276719  -0.01320404
#> Sigma[2,2]  1.8066517 0.58840653  1.25493642   2.84891377
#> 
#> $IRL$Sigma$equation3
#>                   mean        sd  5% quantile 95% quantile
#> Sigma[3,1]  0.02520067 0.0152047  0.006362042   0.04759639
#> Sigma[3,2] -1.55088339 0.6763857 -2.796044208  -1.06966581
#> Sigma[3,3]  1.77599131 0.7943523  1.153666808   3.22988509
#> 
#> $IRL$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008493529 0.01027701 -0.003957422  0.023373064
#> Sigma[4,2] -0.430329223 0.36735434 -1.054509846 -0.002468848
#> Sigma[4,3]  0.843751848 0.40236044  0.462792063  1.558745700
#> Sigma[4,4]  0.609835969 0.19832453  0.401032374  0.944418581
#> 
#> 
#> $IRL$A
#> $IRL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.986165553 0.01032761   0.9736808    1.0013642
#> lag1_var2 -0.006705254 0.07880621  -0.1145512    0.1081106
#> lag1_var3 -0.002547443 0.12707110  -0.1770533    0.1798282
#> lag1_var4 -0.017206248 0.12359344  -0.1936868    0.1511381
#> const      1.707582402 0.30649928   1.1843582    2.0000863
#> 
#> $IRL$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1700595  0.3376031  -0.6087727    0.3235604
#> lag1_var2 -1.5526582  2.0507861  -3.9514167    1.7378443
#> lag1_var3 -4.0826603  3.4221336  -8.0890827    1.4171051
#> lag1_var4  4.2134712  3.3978689  -1.2195402    8.2214785
#> const     -4.2176720 12.5600641 -23.9060654   10.8635212
#> 
#> $IRL$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1565129  0.3711154   -0.294506    0.7011116
#> lag1_var2  3.6573223  1.6169667    1.339345    5.3861636
#> lag1_var3  7.0311336  2.6606586    3.190578    9.8091690
#> lag1_var4 -6.1753575  2.5747215   -8.753852   -2.3730187
#> const      6.3950522 15.1313781  -12.163586   31.0635998
#> 
#> $IRL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04184913 0.2897391  -0.3618952     0.387374
#> lag1_var2  2.35227516 0.7087661   1.5484190     3.278930
#> lag1_var3  3.96072701 1.1340576   2.7110205     5.435525
#> lag1_var4 -3.01306032 1.0124446  -4.2864288    -1.827261
#> const      3.44001469 8.3915936  -7.1496986    16.483718
#> 
#> 
#> 
#> $IRN
#> $IRN$Sigma
#> $IRN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001290404 0.0004393634 0.0008936092  0.001976913
#> 
#> $IRN$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] 0.01229287 0.006559548 0.004238899    0.0211057
#> Sigma[2,2] 0.86580169 0.102168293 0.717106741    0.9939392
#> 
#> $IRN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002678181 0.003023557 -0.006081914  0.002012434
#> Sigma[3,2] -0.130503184 0.053057604 -0.209751633 -0.074140467
#> Sigma[3,3]  0.467028319 0.106790405  0.339285254  0.624054840
#> 
#> $IRN$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.00298091 0.003983415 -0.001887079  0.008781823
#> Sigma[4,2] 0.27656789 0.085701868  0.147293047  0.381685573
#> Sigma[4,3] 0.45766919 0.121860143  0.313560562  0.642654961
#> Sigma[4,4] 0.64610970 0.147023233  0.484523354  0.866268955
#> 
#> 
#> $IRN$A
#> $IRN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97617557 0.02240247  0.94895967   1.01213353
#> lag1_var2 -0.05550031 0.04973777 -0.12268316   0.01474812
#> lag1_var3 -0.11958023 0.11041657 -0.27290673   0.03133924
#> lag1_var4  0.10235837 0.10245600 -0.03968681   0.24415273
#> const      1.44556567 0.42098985  0.74984386   1.75109873
#> 
#> $IRN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3693589 0.5338763   -1.110489    0.3981318
#> lag1_var2  2.4946020 1.0202324    1.171531    4.0413863
#> lag1_var3  4.3853485 2.6398184    1.047819    8.3358544
#> lag1_var4 -4.0745574 2.4040361   -7.630895   -1.0094098
#> const      0.6280462 6.2092195   -9.830127    6.3662568
#> 
#> $IRN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04846428 0.2949190  -0.3357106    0.4271057
#> lag1_var2 -0.09133525 0.7874749  -1.2319049    1.0693791
#> lag1_var3  0.42137874 1.8112577  -2.1947955    3.0220730
#> lag1_var4  0.42983639 1.6711694  -2.0006604    2.8183496
#> const      3.34820234 4.4175984  -2.1944981    9.8358635
#> 
#> $IRN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1433370 0.3129226  -0.5813991    0.2488634
#> lag1_var2  0.7134569 0.9314010  -0.4110299    2.1414390
#> lag1_var3  1.7034041 2.1448540  -0.7554614    5.0236241
#> lag1_var4 -0.7001254 1.9843557  -3.7880887    1.5971792
#> const      3.7862307 4.6337947  -0.5072375   11.1293592
#> 
#> 
#> 
#> $IRQ
#> $IRQ$Sigma
#> $IRQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01967701 0.006759192  0.01210589   0.03011732
#> 
#> $IRQ$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01208621 0.01265195 -0.02912825  0.003815192
#> Sigma[2,2]  0.34072533 0.04613284  0.27873519  0.404636472
#> 
#> $IRQ$Sigma$equation3
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0101120 0.01311772 -0.003807746   0.03028602
#> Sigma[3,2] -0.2388125 0.04499708 -0.308635111  -0.19538015
#> Sigma[3,3]  0.3252829 0.05083905  0.254448029   0.39447765
#> 
#> $IRQ$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.005480019 0.01311310 -0.01041392   0.02504640
#> Sigma[4,2] -0.114742440 0.03700347 -0.17196641  -0.08196201
#> Sigma[4,3]  0.260583294 0.04557172  0.19054653   0.30933984
#> Sigma[4,4]  0.244764834 0.04476378  0.17484621   0.29246733
#> 
#> 
#> $IRQ$A
#> $IRQ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.89897832 0.02490608   0.8676659    0.9377229
#> lag1_var2  0.03367218 0.12741103  -0.1286519    0.2143858
#> lag1_var3  0.07038618 0.32851323  -0.3483658    0.5206844
#> lag1_var4 -0.04555826 0.31840271  -0.4939332    0.3509020
#> const      1.54050514 0.70513199   0.6690693    2.6099862
#> 
#> $IRQ$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6669972 0.1203723   0.5107271    0.8364057
#> lag1_var2 -0.6257898 0.4831632  -1.3726933   -0.1731644
#> lag1_var3 -3.7971990 1.1832684  -5.6087801   -2.5056123
#> lag1_var4  3.4767240 1.1397608   2.1952284    5.2160122
#> const     -2.9056406 3.1848535  -7.5548183    1.0155941
#> 
#> $IRQ$A$equation3
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.384856 0.191425  -0.6941200   -0.1719214
#> lag1_var2  1.718248 0.533521   0.9864406    2.4024052
#> lag1_var3  5.144163 1.274042   3.3608691    6.7648392
#> lag1_var4 -3.963915 1.200236  -5.4973685   -2.2795393
#> const      2.228040 1.857962  -0.3943348    4.5761450
#> 
#> $IRQ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1396498 0.1868898  -0.4181741   0.08964754
#> lag1_var2  1.3027379 0.4631815   0.5634915   1.81116797
#> lag1_var3  3.1971546 1.0831727   1.5000205   4.38355491
#> lag1_var4 -2.1234613 1.0021285  -3.2571085  -0.60092119
#> const      0.7476941 2.2177179  -2.5070322   3.75805190
#> 
#> 
#> 
#> $ISL
#> $ISL$Sigma
#> $ISL$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001632633 0.0003843709 0.001226527  0.002256818
#> 
#> $ISL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03005309 0.009447678 -0.04401227  -0.01761938
#> Sigma[2,2]  1.00289898 0.318163389  0.56266644   1.40859396
#> 
#> $ISL$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03446695 0.01417111  0.01168621   0.05047514
#> Sigma[3,2] -1.23505290 0.42119538 -1.78963807  -0.62833835
#> Sigma[3,3]  2.10455453 0.65642461  1.10928656   3.02129105
#> 
#> $ISL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01248121 0.008793822 -0.003525941   0.02035922
#> Sigma[4,2] -0.50474743 0.233392743 -0.826872017  -0.15370607
#> Sigma[4,3]  1.22590215 0.379455624  0.656466275   1.74863997
#> Sigma[4,4]  0.88046448 0.221973048  0.560350632   1.17943484
#> 
#> 
#> $ISL$A
#> $ISL$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9666820 0.01492445   0.9460798    0.9892760
#> lag1_var2 -0.1023973 0.14990842  -0.2989344    0.1097215
#> lag1_var3 -0.1344700 0.19733323  -0.3956800    0.1373383
#> lag1_var4  0.1284528 0.19039854  -0.1270861    0.3820092
#> const      1.2701135 0.52134278   0.4335745    1.9062833
#> 
#> $ISL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3894980 0.2612186  0.01179366     0.708503
#> lag1_var2  0.8496724 3.1459525 -3.81736930     4.248447
#> lag1_var3  0.2533839 4.1988794 -5.87418262     4.808465
#> lag1_var4 -0.3833171 4.1171731 -4.81172867     5.603182
#> const      1.9833114 8.1612000 -7.22194307    13.964168
#> 
#> $ISL$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1096889  0.6168513   -1.048083    0.7072043
#> lag1_var2  2.9213898  4.3190067   -2.355428    9.5321169
#> lag1_var3  4.6250053  5.6749137   -2.208212   13.2099153
#> lag1_var4 -3.6154493  5.5256624  -11.940245    2.9928359
#> const      1.2033059 10.4851808  -17.062835    9.1391113
#> 
#> $ISL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1792033 0.5262724  -0.5718579    0.9275991
#> lag1_var2  3.1749951 2.8987246  -1.4079518    6.5881420
#> lag1_var3  4.3041173 3.7754306  -1.7232128    8.6858812
#> lag1_var4 -3.3853128 3.6428475  -7.5986756    2.4194785
#> const      2.2689682 6.2257178  -7.6233504    9.5829232
#> 
#> 
#> 
#> $ISR
#> $ISR$Sigma
#> $ISR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005494667 0.0001920958 0.0004341275 0.0008709243
#> 
#> $ISR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008468984 0.002354984 -0.01140971 -0.004938273
#> Sigma[2,2]  0.800553293 0.189735294  0.52664668  1.020962713
#> 
#> $ISR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00838796 0.003242535  0.004257862   0.01335269
#> Sigma[3,2] -0.71641255 0.188756913 -0.979481245  -0.48769219
#> Sigma[3,3]  0.97719374 0.262757776  0.738181533   1.40329873
#> 
#> $ISR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003394245 0.002967999  0.0004951711  0.007953246
#> Sigma[4,2] -0.243398104 0.121441098 -0.4291567871 -0.129533190
#> Sigma[4,3]  0.578246231 0.179446226  0.4304623770  0.870412983
#> Sigma[4,4]  0.461253747 0.130034298  0.3212876667  0.659031215
#> 
#> 
#> $ISR$A
#> $ISR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96985968 0.01560498  0.954448934  0.992325311
#> lag1_var2 -0.06281135 0.03584080 -0.101740200 -0.007581596
#> lag1_var3 -0.09686834 0.06120891 -0.164121917 -0.002837804
#> lag1_var4  0.08670265 0.05838213 -0.002352152  0.148840685
#> const      1.48739907 0.19942201  1.255422276  1.789060742
#> 
#> $ISR$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.558462 0.5794037 -0.32308498    1.2207518
#> lag1_var2  1.594522 1.3342150 -0.03147139    3.8240545
#> lag1_var3  1.252607 2.1655440 -1.29753992    4.9449678
#> lag1_var4 -1.561666 1.9404904 -4.88630352    0.6747505
#> const      6.018608 4.1280829 -0.32603910    9.9040758
#> 
#> $ISR$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.1386511 0.371393  -0.3744922    0.6611328
#> lag1_var2 -1.0682063 1.524699  -3.4315863    0.8555953
#> lag1_var3 -0.9547422 2.511018  -4.8829481    2.2456328
#> lag1_var4  1.9541625 2.324954  -1.0642422    5.5954337
#> const     -4.4930698 6.940228 -13.9323732    5.6736165
#> 
#> $ISR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4817928 0.1591486   0.2624757    0.7040345
#> lag1_var2 -0.5451981 0.8730233  -1.6726038    0.7716885
#> lag1_var3 -0.9339227 1.4690281  -2.7865619    1.3132843
#> lag1_var4  1.7514156 1.3949312  -0.3855018    3.5027377
#> const     -1.2999257 5.5816142  -8.9050435    5.6721997
#> 
#> 
#> 
#> $ITA
#> $ITA$Sigma
#> $ITA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007243287 0.0001879652 0.0004952581 0.0009969419
#> 
#> $ITA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007013019 0.003549495 -0.01103442 -0.001854316
#> Sigma[2,2]  0.567421901 0.106113196  0.44111725  0.698109816
#> 
#> $ITA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005771485 0.002250053  0.003423249  0.009566596
#> Sigma[3,2] -0.314942321 0.071296408 -0.406673859 -0.208428054
#> Sigma[3,3]  0.371390185 0.068723849  0.286008964  0.465051170
#> 
#> $ITA$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002575185 0.002145256 -6.555477e-05  0.005926694
#> Sigma[4,2] -0.041740406 0.049498695 -9.208494e-02  0.028362285
#> Sigma[4,3]  0.239652027 0.056804363  1.639829e-01  0.320407210
#> Sigma[4,4]  0.241831816 0.053609691  1.761174e-01  0.318123122
#> 
#> 
#> $ITA$A
#> $ITA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.959316239 0.02269215  0.93360756   0.99764863
#> lag1_var2  0.002327410 0.05654390 -0.07542441   0.07523638
#> lag1_var3  0.001507681 0.11607995 -0.16486940   0.14906770
#> lag1_var4 -0.010221678 0.10385576 -0.14728391   0.13450489
#> const      1.563054489 0.25968331  1.20070496   1.94714649
#> 
#> $ITA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2208661 0.4852616  -0.5092595    0.8292703
#> lag1_var2  1.6935785 1.2104230   0.3976530    3.7324043
#> lag1_var3  1.7320503 2.6094239  -1.0179561    6.1687161
#> lag1_var4 -1.8783931 2.3965799  -5.9886690    0.6749264
#> const      2.1744334 6.1776042  -7.0176950   10.3985124
#> 
#> $ITA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6660143 0.6492974 -0.05454614    1.6121278
#> lag1_var2 -1.1809747 1.5586395 -3.19169403    0.8197547
#> lag1_var3 -1.5334307 3.3582313 -5.91584223    2.7058434
#> lag1_var4  2.1470339 3.0019493 -1.68240742    6.0135589
#> const     -0.5111558 4.6549506 -6.70840211    6.2412087
#> 
#> $ITA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8372175 0.6140713   0.2696805    1.8512454
#> lag1_var2 -0.8179089 1.3658234  -2.8615319    0.6965284
#> lag1_var3 -1.6315249 2.9006632  -5.9720750    1.5742229
#> lag1_var4  2.1446429 2.5780532  -0.7127781    5.9843945
#> const      0.1911891 4.4867040  -5.3299254    6.0498877
#> 
#> 
#> 
#> $JAM
#> $JAM$Sigma
#> $JAM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009069548 0.0001442635 0.0007164281  0.001120648
#> 
#> $JAM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01056342 0.00330712 -0.01435009 -0.006057938
#> Sigma[2,2]  0.38521954 0.04557930  0.33040510  0.446115167
#> 
#> $JAM$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02150191 0.007852654  0.01196944   0.03281312
#> Sigma[3,2] -0.55110445 0.107762241 -0.67879874  -0.40485631
#> Sigma[3,3]  1.41887740 0.251020594  1.06303218   1.74614617
#> 
#> $JAM$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01545858 0.007102628  0.006558837   0.02545577
#> Sigma[4,2] -0.31831972 0.107047848 -0.454423862  -0.16661872
#> Sigma[4,3]  1.13117271 0.217388078  0.855333909   1.42515762
#> Sigma[4,4]  0.98802580 0.184281047  0.758484001   1.23670851
#> 
#> 
#> $JAM$A
#> $JAM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93711698 0.01890513  0.91817518   0.96688594
#> lag1_var2 -0.02427816 0.07972150 -0.15316977   0.05236833
#> lag1_var3 -0.04237255 0.12189006 -0.23805017   0.07838993
#> lag1_var4  0.04153352 0.11377399 -0.07203193   0.22367169
#> const      1.50865598 0.15768327  1.29658981   1.71990350
#> 
#> $JAM$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.2588916 0.503849  -1.0573953    0.2874897
#> lag1_var2  2.1612182 1.909235   0.1051193    5.0886364
#> lag1_var3  1.8785845 2.979033  -1.3424265    6.4088176
#> lag1_var4 -1.8067823 2.790837  -6.0461692    1.2113280
#> const      1.6661960 4.862276  -5.3829107    8.3834043
#> 
#> $JAM$A$equation3
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.25007867 1.051320   -1.198628     1.637553
#> lag1_var2  1.60526984 3.992370   -5.254170     5.468873
#> lag1_var3  3.49878999 6.165522   -7.083059     9.287191
#> lag1_var4 -2.40468241 5.771024   -7.818993     7.476659
#> const     -0.07367589 7.716843  -10.085887    11.218822
#> 
#> $JAM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4740317 0.8381154   -1.272774     1.019536
#> lag1_var2  2.6551300 3.1585477   -2.633664     6.393177
#> lag1_var3  4.1590252 4.8454853   -3.988117     9.792399
#> lag1_var4 -2.9935413 4.5321341   -8.264618     4.608701
#> const      0.6271681 6.5782279   -8.244976    10.443612
#> 
#> 
#> 
#> $JOR
#> $JOR$Sigma
#> $JOR$Sigma$equation1
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006754065 0.00012467 0.0005435823 0.0008656828
#> 
#> $JOR$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00165911 0.003554804 -0.006749436  0.002966946
#> Sigma[2,2]  1.26679300 0.234675436  0.963262470  1.604685564
#> 
#> $JOR$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0001508512 0.003164327 -0.00367379  0.004960725
#> Sigma[3,2] -0.3970251953 0.140578351 -0.65435249 -0.280176206
#> Sigma[3,3]  0.5239584877 0.128741886  0.37540734  0.710586530
#> 
#> $JOR$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0007928629 0.002663113 -0.003748532  0.003556121
#> Sigma[4,2]  0.1098400657 0.151796087 -0.080763123  0.332357412
#> Sigma[4,3]  0.4332905997 0.120993347  0.304847110  0.621120277
#> Sigma[4,4]  0.5584886755 0.159947869  0.410353242  0.797160655
#> 
#> 
#> $JOR$A
#> $JOR$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.96925745 0.008041233  0.96070395   0.98285234
#> lag1_var2 -0.03675437 0.016014650 -0.06033718  -0.01901671
#> lag1_var3 -0.09227188 0.040345553 -0.15287222  -0.04690096
#> lag1_var4  0.07629990 0.039000903  0.02841431   0.13341851
#> const      1.41261643 0.149508468  1.16836330   1.58023256
#> 
#> $JOR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8686923 0.3350931   0.4467512    1.3685964
#> lag1_var2 -1.2847451 1.2793699  -3.0125734    0.4833235
#> lag1_var3 -5.0040169 3.2759074  -9.4670047   -0.4898450
#> lag1_var4  4.6550335 3.0770442   0.3501218    8.7580381
#> const     -2.3896950 5.9302054  -9.7387190    6.4383921
#> 
#> $JOR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2301395 0.1778325  -0.4592926   0.04290275
#> lag1_var2  1.6215310 0.5575238   0.9252226   2.45830013
#> lag1_var3  4.6272693 1.4576680   2.7849563   6.80636861
#> lag1_var4 -3.5972803 1.3845440  -5.5788505  -1.82390103
#> const      1.3165296 3.8302788  -3.2985262   7.09061134
#> 
#> $JOR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1108934 0.2046715 -0.08460613    0.4380828
#> lag1_var2  0.9727275 0.5048036  0.52192362    1.7766010
#> lag1_var3  2.2561190 1.3338566  1.05336150    4.3278070
#> lag1_var4 -1.3560168 1.2125026 -3.24068584   -0.2601704
#> const     -0.1502757 3.8102617 -5.75843933    4.4675321
#> 
#> 
#> 
#> $JPN
#> $JPN$Sigma
#> $JPN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003583598 5.989562e-05 0.0002858245 0.0004488003
#> 
#> $JPN$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003861689 0.0008292948 -0.005044204 -0.002852863
#> Sigma[2,2]  0.101673365 0.0217119224  0.080255010  0.136291508
#> 
#> $JPN$Sigma$equation3
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004222638 0.0009860289  0.002965343  0.005638991
#> Sigma[3,2] -0.108405954 0.0249607409 -0.150065863 -0.085331095
#> Sigma[3,3]  0.153074206 0.0359968173  0.122447472  0.210349900
#> 
#> $JPN$Sigma$equation4
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00194861 0.0006228847  0.001047813  0.002750772
#> Sigma[4,2] -0.04809076 0.0144224978 -0.070458311 -0.035665817
#> Sigma[4,3]  0.08988020 0.0229986961  0.068650035  0.129504123
#> Sigma[4,4]  0.06256917 0.0151633582  0.048284463  0.089555363
#> 
#> 
#> $JPN$A
#> $JPN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95259483 0.01054693   0.9361704   0.96517021
#> lag1_var2 -0.04108736 0.08115129  -0.1370777   0.08605362
#> lag1_var3 -0.07103285 0.13047012  -0.2268855   0.13123194
#> lag1_var4  0.06672467 0.12647322  -0.1290515   0.21678812
#> const      1.64039784 0.09139406   1.4948209   1.72926302
#> 
#> $JPN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1322477 0.1315155  -0.3098605   0.03382155
#> lag1_var2  0.4877942 1.1612538  -1.2904753   1.91868770
#> lag1_var3 -0.8049969 1.8703236  -3.6185798   1.56298906
#> lag1_var4  0.8985803 1.8035753  -1.3784633   3.61773075
#> const     -1.8249779 2.2760920  -4.7571211   1.34387631
#> 
#> $JPN$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.4545684 0.160680   0.2193931    0.6619120
#> lag1_var2 -0.6400083 1.262392  -2.4853850    0.9842054
#> lag1_var3  0.4402213 2.089797  -2.7021745    3.0682517
#> lag1_var4  0.3306142 2.019112  -2.2038393    3.3795954
#> const      1.9455489 2.885623  -2.2266233    5.9643380
#> 
#> $JPN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3739149 0.1248424   0.2197744   0.55282763
#> lag1_var2 -0.8002276 0.8383459  -2.1608178   0.02048556
#> lag1_var3 -0.7844975 1.3903102  -3.0696480   0.59175506
#> lag1_var4  1.6182846 1.3434506   0.3031448   3.83699390
#> const      0.5114798 1.6946472  -1.8178168   3.00971332
#> 
#> 
#> 
#> $KAZ
#> $KAZ$Sigma
#> $KAZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001592592 0.0003495622 0.001075929  0.001983434
#> 
#> $KAZ$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02512469 0.009952867 -0.03933052  -0.01377234
#> Sigma[2,2]  1.31686546 0.244706025  1.05397139   1.69766361
#> 
#> $KAZ$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01472335 0.006455402  0.007719094   0.02422974
#> Sigma[3,2] -0.85002538 0.165263635 -1.123493227  -0.67233264
#> Sigma[3,3]  0.64183054 0.116854426  0.499228823   0.82329868
#> 
#> $KAZ$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003538538 0.002555499 -0.007779104 -0.000919645
#> Sigma[4,2]  0.097970035 0.060848174  0.024480618  0.168678757
#> Sigma[4,3]  0.035994666 0.039008717 -0.007895802  0.090757817
#> Sigma[4,4]  0.113496971 0.017453380  0.090422744  0.137934902
#> 
#> 
#> $KAZ$A
#> $KAZ$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.042140069 0.01525791   1.0239091    1.0650591
#> lag1_var2  0.004806153 0.11388100  -0.1637010    0.1411933
#> lag1_var3 -0.016380707 0.15805442  -0.2535375    0.1689045
#> lag1_var4 -0.021701790 0.15513023  -0.2076261    0.2063457
#> const      1.535903031 0.29069028   1.0433579    1.8200065
#> 
#> $KAZ$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.36528334 0.5053602   -1.979085   -0.5526937
#> lag1_var2  0.65976942 3.2238563   -3.691529    5.3595573
#> lag1_var3 -0.02102453 4.5714357   -6.140730    6.6375913
#> lag1_var4  0.54347419 4.4105251   -5.827277    6.5010214
#> const      0.27172191 8.8594557   -9.887577   15.0585279
#> 
#> $KAZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8304242 0.2871664   0.4137417     1.203036
#> lag1_var2  0.9324391 2.4910063  -2.2139961     4.666593
#> lag1_var3  2.0530077 3.5159891  -2.4296027     7.297478
#> lag1_var4 -1.4006667 3.4109494  -6.5388631     2.866559
#> const      1.9995103 6.1827765  -7.6297716     9.659957
#> 
#> $KAZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1630229 0.1056465  -0.2984345 -0.001452682
#> lag1_var2  0.9338663 0.9045583  -0.3004279  2.148184618
#> lag1_var3  1.3873206 1.2662426  -0.3433018  3.054390833
#> lag1_var4 -0.3500794 1.2610188  -2.0276889  1.348591781
#> const      1.8494525 2.2571521  -1.6043817  4.753925297
#> 
#> 
#> 
#> $KEN
#> $KEN$Sigma
#> $KEN$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.002321613 0.004284767 0.0006589233  0.009067162
#> 
#> $KEN$Sigma$equation2
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.00109784 0.005815828 -0.002569046   0.01062110
#> Sigma[2,2] 0.04998292 0.011633867  0.035069032   0.06450503
#> 
#> $KEN$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.004636648 0.01579951 -0.03252153  0.005932695
#> Sigma[3,2] -0.161621121 0.03884084 -0.22273153 -0.116828835
#> Sigma[3,3]  0.588481749 0.13420192  0.47293217  0.827494343
#> 
#> $KEN$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.00393735 0.01221537 -0.02589026  0.004308719
#> Sigma[4,2] -0.13094237 0.03206416 -0.18341165 -0.095293117
#> Sigma[4,3]  0.49090305 0.11171344  0.40209123  0.693267710
#> Sigma[4,4]  0.41229406 0.09321642  0.34361032  0.583117797
#> 
#> 
#> $KEN$A
#> $KEN$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9795323 0.02294317  0.93999614   1.00147752
#> lag1_var2 -0.2733684 0.17208337 -0.50182716  -0.06521547
#> lag1_var3 -0.4266177 0.29110775 -0.83619696  -0.08485501
#> lag1_var4  0.4165082 0.29209839  0.07501063   0.83155277
#> const      1.1659938 0.31967050  0.87058007   1.69819824
#> 
#> $KEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3578339 0.1653211   0.1677625    0.6137077
#> lag1_var2 -0.6383389 0.7346084  -1.6844239    0.2867200
#> lag1_var3 -2.1618329 1.1464897  -3.6356843   -0.7573729
#> lag1_var4  2.0434278 1.1475248   0.6333356    3.4930287
#> const      0.1189914 1.4903589  -2.2322455    1.9139226
#> 
#> $KEN$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.649905 0.6106194   -1.502975    0.1493628
#> lag1_var2  4.617948 2.4547220    1.244154    7.6430929
#> lag1_var3  7.720005 4.0535302    2.067402   12.5372835
#> lag1_var4 -6.529242 4.0922593  -11.546534   -0.8695392
#> const      2.622542 4.3057917   -2.104397    9.4867145
#> 
#> $KEN$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.426548 0.5204186  -1.1342891    0.2824732
#> lag1_var2  3.824992 2.0442909   0.9043659    6.2574725
#> lag1_var3  5.726718 3.4058653   0.8166290    9.7284064
#> lag1_var4 -4.603978 3.4410920  -8.7773448    0.3140086
#> const      2.354281 3.5026824  -1.3527372    7.8363176
#> 
#> 
#> 
#> $KGZ
#> $KGZ$Sigma
#> $KGZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003436744 0.0006980943 0.002394868  0.004297386
#> 
#> $KGZ$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004682213 0.004283328 -0.01124024 0.0001256313
#> Sigma[2,2]  0.120870328 0.025545948  0.08499940 0.1518366984
#> 
#> $KGZ$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.02915241 0.01158476 -0.04674214  -0.01376652
#> Sigma[3,2] -0.04547972 0.04294836 -0.10430986   0.01621568
#> Sigma[3,3]  1.12173288 0.24774578  0.85060689   1.50092628
#> 
#> $KGZ$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.03224659 0.01159883 -0.04970898  -0.01677977
#> Sigma[4,2]  0.02565626 0.04304063 -0.03354805   0.08712319
#> Sigma[4,3]  1.13307661 0.26994717  0.83630807   1.54723744
#> Sigma[4,4]  1.18802540 0.28896299  0.87480838   1.62920056
#> 
#> 
#> $KGZ$A
#> $KGZ$A$equation1
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9330632 0.02169811  0.908130243  0.965175054
#> lag1_var2 -0.1099209 0.09467962 -0.218693078  0.041657076
#> lag1_var3 -0.2632526 0.16936287 -0.464624813  0.005554448
#> lag1_var4  0.2630523 0.16772841 -0.003715117  0.461798020
#> const      1.3681406 0.53378666  0.478370305  1.873522677
#> 
#> $KGZ$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1271144 0.1343542 -0.09200522    0.2677515
#> lag1_var2 -0.2601664 0.4409164 -0.85230562    0.3967011
#> lag1_var3 -1.9138094 0.7418204 -2.99233901   -0.8600671
#> lag1_var4  1.8615876 0.7238861  0.83684639    2.9248924
#> const      0.7577816 3.5171899 -2.70028716    6.4589795
#> 
#> $KGZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  -0.132448 0.3917082  -0.6591648    0.4147897
#> lag1_var2   5.883690 2.9254306   1.7616141   10.2113400
#> lag1_var3  12.046383 4.8240062   5.2147629   19.0898870
#> lag1_var4 -11.013380 4.7362951 -17.9500570   -4.3429403
#> const       3.655736 7.6139391  -4.5295916   16.2198065
#> 
#> $KGZ$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06652508 0.4071431  -0.6636335    0.4361263
#> lag1_var2  5.42505351 3.0218724   1.2054454   10.0452815
#> lag1_var3 10.41635632 4.9819674   3.4492079   17.9619325
#> lag1_var4 -9.40592262 4.8942717 -16.8467377   -2.6067971
#> const      3.85689213 8.5030890  -5.2693473   18.3967298
#> 
#> 
#> 
#> $KHM
#> $KHM$Sigma
#> $KHM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008356393 0.002569827 0.005293641   0.01207574
#> 
#> $KHM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001814653 0.002385703 -0.004985791  0.001089691
#> Sigma[2,2]  0.030745126 0.005057198  0.025616343  0.039446524
#> 
#> $KHM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] 0.003464682 0.02053723 -0.02470419   0.03485353
#> Sigma[3,2] 0.017541354 0.04076559 -0.04453868   0.07065388
#> Sigma[3,3] 1.527962905 0.50870221  1.02818405   2.39072861
#> 
#> $KHM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] 0.002100638 0.02124623 -0.02853773   0.03340608
#> Sigma[4,2] 0.042878484 0.03944489 -0.01482108   0.09527659
#> Sigma[4,3] 1.553962250 0.53430107  1.02406174   2.47023988
#> Sigma[4,4] 1.601074956 0.56182363  1.03922183   2.57066672
#> 
#> 
#> $KHM$A
#> $KHM$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0038662 0.03654618   0.9430867    1.0348653
#> lag1_var2 -0.1178151 0.30874442  -0.5440793    0.2323217
#> lag1_var3 -0.1884375 0.38126692  -0.7311534    0.2067563
#> lag1_var4  0.1795666 0.38457496  -0.2229562    0.7252563
#> const      0.6555127 0.77301119  -0.4164186    1.7713251
#> 
#> $KHM$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1321277 0.03160955 -0.17784259  -0.08904084
#> lag1_var2  0.9245108 0.40466729  0.46886298   1.54554748
#> lag1_var3  0.3953530 0.39633735 -0.01066144   1.04903953
#> lag1_var4 -0.3842448 0.38719578 -1.02021526   0.01385849
#> const      2.4246518 1.56556065 -0.18229509   4.20550242
#> 
#> $KHM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7181203 0.3207779   0.2130282     1.099547
#> lag1_var2 -0.9286771 2.9152852  -5.7333844     2.325984
#> lag1_var3 -0.7509455 3.6280239  -7.1453547     2.603438
#> lag1_var4  1.3922999 3.6707063  -2.0000957     7.848733
#> const     12.0723690 6.0615213   5.3363072    21.444877
#> 
#> $KHM$A$equation4
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.6122843 0.322844    0.125064     1.008047
#> lag1_var2 -0.5826240 3.048382   -5.630600     2.958201
#> lag1_var3 -0.9217362 3.760306   -7.647011     2.620069
#> lag1_var4  1.5747521 3.798118   -1.994219     8.356310
#> const     13.7968830 6.473621    7.233008    23.732980
#> 
#> 
#> 
#> $KOR
#> $KOR$Sigma
#> $KOR$Sigma$equation1
#>                mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000645 0.0001085573 0.0005171294 0.0007934239
#> 
#> $KOR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01552126 0.003551812 -0.02046288  -0.01223604
#> Sigma[2,2]  0.61980587 0.098661861  0.51867102   0.76475941
#> 
#> $KOR$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0185338 0.004888238  0.01416476    0.0258008
#> Sigma[3,2] -0.6821811 0.137229597 -0.88293069   -0.5374467
#> Sigma[3,3]  0.8816812 0.214838049  0.63785044    1.1932320
#> 
#> $KOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.009431564 0.003005969  0.006450804   0.01419765
#> Sigma[4,2] -0.316847698 0.083731234 -0.433799802  -0.22181263
#> Sigma[4,3]  0.483453226 0.138652390  0.322199079   0.68035180
#> Sigma[4,4]  0.300731007 0.092027532  0.193505156   0.43147837
#> 
#> 
#> $KOR$A
#> $KOR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96582164 0.01478236   0.9456093   0.98623814
#> lag1_var2 -0.04393039 0.07471392  -0.1155086   0.07903358
#> lag1_var3 -0.09295641 0.12196690  -0.2068118   0.10730428
#> lag1_var4  0.08345350 0.12135045  -0.1149617   0.20240800
#> const      1.52879487 0.16283190   1.2865648   1.73092919
#> 
#> $KOR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3835977 0.3421752  -0.8395958     0.111305
#> lag1_var2 -0.1827381 2.3615143  -3.6092901     2.519237
#> lag1_var3 -1.1897655 3.7509278  -6.6392294     3.003480
#> lag1_var4  1.3836936 3.6500121  -2.7616964     6.683080
#> const      0.1878823 5.2226114  -6.6601056     6.687984
#> 
#> $KOR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6136122 0.3848333   0.0479129     1.084317
#> lag1_var2  1.0543713 3.2324321  -2.4227045     6.173033
#> lag1_var3  2.2033446 5.1939347  -3.3511737    10.444489
#> lag1_var4 -1.4876736 5.0616844  -9.4766579     4.034731
#> const     -0.4176874 5.5871701  -7.5737473     7.582823
#> 
#> $KOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.39577795 0.2373875  0.08354318     0.762041
#> lag1_var2  0.49709359 1.9555887 -1.56367684     3.639357
#> lag1_var3  0.74120622 3.1787359 -2.57240799     5.843216
#> lag1_var4  0.09140579 3.0905340 -4.84555906     3.317625
#> const     -0.67114257 2.8573639 -4.02773277     3.273539
#> 
#> 
#> 
#> $KWT
#> $KWT$Sigma
#> $KWT$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007415201 0.001469447 0.005830432  0.009583969
#> 
#> $KWT$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00439834 0.003541226 -0.009559459 4.136167e-05
#> Sigma[2,2]  0.10028913 0.021294463  0.074476020 1.308802e-01
#> 
#> $KWT$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.005287177 0.01399457 -0.01074767   0.02632615
#> Sigma[3,2] -0.237839458 0.08304232 -0.36910453  -0.16721344
#> Sigma[3,3]  1.171531302 0.35966952  0.84205450   1.78688551
#> 
#> $KWT$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.002439247 0.01322481 -0.01367572   0.02312967
#> Sigma[4,2] -0.172257475 0.07480820 -0.29398169  -0.10509868
#> Sigma[4,3]  1.026819750 0.31179993  0.72981554   1.56151601
#> Sigma[4,4]  0.925260116 0.26989900  0.65672209   1.38907189
#> 
#> 
#> $KWT$A
#> $KWT$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8725722 0.0365480   0.8196745    0.9100433
#> lag1_var2  0.2985195 0.3856830  -0.1756629    0.8024159
#> lag1_var3  0.3943849 0.5700455  -0.3013233    1.1475757
#> lag1_var4 -0.3923803 0.5590953  -1.1240324    0.2950259
#> const      3.0886081 0.6552143   2.2309646    3.9501695
#> 
#> $KWT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0709106 0.1867945  -0.3646454    0.1123574
#> lag1_var2  0.2308768 1.0141729  -0.7765543    1.8992900
#> lag1_var3 -0.7114102 1.4536992  -2.1173317    1.7031903
#> lag1_var4  0.7605685 1.4361232  -1.6388203    2.1374844
#> const     -1.1452457 2.9499445  -4.6426812    3.1478542
#> 
#> $KWT$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.999216 0.2528415   0.6902818     1.357961
#> lag1_var2 -1.560245 3.3635837  -6.0045594     2.684446
#> lag1_var3 -2.775769 4.9624666  -9.6087229     3.399808
#> lag1_var4  3.325792 4.8794682  -2.7692740     9.967106
#> const      4.453020 6.3268865  -3.3212368    13.626155
#> 
#> $KWT$A$equation4
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.9584599 0.165793   0.7196187     1.167482
#> lag1_var2 -1.8411273 2.977103  -5.9147986     2.123371
#> lag1_var3 -3.9288948 4.399617  -9.8972764     1.844136
#> lag1_var4  4.5131218 4.326250  -1.1955430    10.404183
#> const      3.4215058 5.411665  -4.0407831    10.492598
#> 
#> 
#> 
#> $LAO
#> $LAO$Sigma
#> $LAO$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000283829 5.274376e-05 0.0002140074 0.0003598123
#> 
#> $LAO$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0002997275 0.0006464157 -0.001234338 0.0005287184
#> Sigma[2,2]  0.0786957304 0.0175579748  0.055496252 0.1044736283
#> 
#> $LAO$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0002289441 0.001257234 -0.001892245   0.00156752
#> Sigma[3,2] -0.1259315033 0.027460528 -0.163407521  -0.08891144
#> Sigma[3,3]  0.2904158248 0.052805032  0.214173512   0.36435251
#> 
#> $LAO$Sigma$equation4
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0004298383 0.0009695798 -0.001690463  0.0008720311
#> Sigma[4,2] -0.0792126086 0.0181266410 -0.100510361 -0.0533439960
#> Sigma[4,3]  0.2173477352 0.0435464725  0.162295653  0.2803381695
#> Sigma[4,4]  0.1721380417 0.0383372633  0.128048727  0.2316060463
#> 
#> 
#> $LAO$A
#> $LAO$A$equation1
#>                 mean          sd 5% quantile 95% quantile
#> lag1_var1  0.9812138 0.004789637  0.97485449   0.98755959
#> lag1_var2 -0.1584342 0.074887513 -0.28492159  -0.07290362
#> lag1_var3 -0.2380952 0.123244945 -0.44298767  -0.09419959
#> lag1_var4  0.2241171 0.121587562  0.08062215   0.42571059
#> const      1.3756884 0.136253382  1.18057317   1.53285789
#> 
#> $LAO$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02838543 0.09381794  -0.1366453    0.0887083
#> lag1_var2  1.66360289 0.81333673   0.6360322    2.7349080
#> lag1_var3  1.23727042 1.34480771  -0.3288377    3.1473588
#> lag1_var4 -1.28531748 1.31515259  -3.1535603    0.2518226
#> const      2.47517766 1.45859240   0.3253276    4.1945300
#> 
#> $LAO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3032184 0.1596401   0.1681543   0.56195109
#> lag1_var2 -2.0175725 1.3453166  -3.7777609  -0.23126346
#> lag1_var3 -2.9192606 2.3016867  -6.0765071  -0.01457468
#> lag1_var4  3.8958656 2.2446786   1.0660907   6.93865523
#> const     -6.1342542 3.2968772 -11.2603673  -2.38877602
#> 
#> $LAO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3243601 0.1167046   0.2119891   0.50329450
#> lag1_var2 -1.4113914 1.0246227  -2.5392837  -0.01999692
#> lag1_var3 -2.8477542 1.7510674  -4.8775767  -0.44948960
#> lag1_var4  3.7990057 1.7132463   1.4305946   5.73867200
#> const     -4.9671910 2.9619808  -9.7109520  -1.92662303
#> 
#> 
#> 
#> $LBN
#> $LBN$Sigma
#> $LBN$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004208826 0.001119504 0.002988583  0.005985948
#> 
#> $LBN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03932857 0.01954197 -0.07240952  -0.02138717
#> Sigma[2,2]  0.56112495 0.33062971  0.31120718   1.10016556
#> 
#> $LBN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01849365 0.007910265  0.01011193   0.03082821
#> Sigma[3,2] -0.23708127 0.131684344 -0.44567360  -0.10532524
#> Sigma[3,3]  0.26662096 0.057850789  0.20593300   0.36533099
#> 
#> $LBN$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0002652295 0.00599678 -0.009057488   0.00672466
#> Sigma[4,2] 0.0227071053 0.07894579 -0.072521377   0.14849024
#> Sigma[4,3] 0.1780690821 0.03220535  0.137681536   0.22398715
#> Sigma[4,4] 0.2128198802 0.03865909  0.162922834   0.25994468
#> 
#> 
#> $LBN$A
#> $LBN$A$equation1
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9212741 0.02936711  0.886987113  0.969062008
#> lag1_var2  0.1010646 0.09284507 -0.018040831  0.228780602
#> lag1_var3  0.2290450 0.19069612 -0.007894048  0.487309247
#> lag1_var4 -0.2202617 0.17577315 -0.457383415  0.004833316
#> const      1.5574322 0.40946656  1.032356840  2.100204776
#> 
#> $LBN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4846162 0.4105491 -0.06231193    1.0859383
#> lag1_var2 -1.3492173 1.2438062 -2.81178892    0.5776556
#> lag1_var3 -4.3417930 2.5826284 -7.47920877   -0.3741034
#> lag1_var4  4.1798121 2.3500998  0.53657891    7.0080543
#> const     -0.8738731 5.1286031 -8.89772319    5.1198807
#> 
#> $LBN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01492945 0.3491358  -0.4743459    0.3569313
#> lag1_var2  0.59639358 0.7534745  -0.3976031    1.6965101
#> lag1_var3  2.46164592 1.5739624   0.4569058    4.8395232
#> lag1_var4 -1.42582189 1.4032587  -3.5216476    0.4006222
#> const     -1.44770303 3.1074142  -5.4215273    2.5763251
#> 
#> $LBN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2380836 0.2661852  -0.1108696    0.5734827
#> lag1_var2 -0.4464540 0.5681162  -1.2191198    0.1585628
#> lag1_var3 -0.3903820 1.1564855  -1.8908603    0.9034937
#> lag1_var4  1.3707168 1.0483442   0.2515787    2.7326871
#> const     -2.4666549 2.0535131  -4.6507284    0.9315547
#> 
#> 
#> 
#> $LBR
#> $LBR$Sigma
#> $LBR$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.03254357 0.005410808  0.02509506   0.04037433
#> 
#> $LBR$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007959645 0.00514411 -0.01403954 -0.001235649
#> Sigma[2,2]  0.069819273 0.02171108  0.04123639  0.099700160
#> 
#> $LBR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00624859 0.007146828 -0.002165226   0.01628230
#> Sigma[3,2] -0.08207882 0.025648411 -0.118350859  -0.04837242
#> Sigma[3,3]  0.10640542 0.029181470  0.071162574   0.14847527
#> 
#> $LBR$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  6.965655e-05 0.004173303 -0.004484587  0.006086856
#> Sigma[4,2] -2.962347e-02 0.009698772 -0.043990727 -0.017403559
#> Sigma[4,3]  4.510116e-02 0.010560217  0.032973324  0.060464392
#> Sigma[4,4]  2.324908e-02 0.004405327  0.017594249  0.030019512
#> 
#> 
#> $LBR$A
#> $LBR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95818002 0.06378409   0.8773537    1.0457710
#> lag1_var2  0.05891679 0.52287108  -0.7070633    0.6732856
#> lag1_var3  0.15572044 0.72259529  -0.8734719    1.0255970
#> lag1_var4 -0.17156224 0.73189422  -1.0481043    0.8657229
#> const      2.29985219 1.21592056   0.6738561    3.9655057
#> 
#> $LBR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.05191126 0.09982374 -0.08694879    0.1942297
#> lag1_var2  0.02081104 0.99991715 -1.27067317    1.3730855
#> lag1_var3 -1.02659651 1.42640119 -2.83267399    0.9425684
#> lag1_var4  1.00947194 1.40197752 -0.93152226    2.7682650
#> const      0.71623146 2.43255895 -2.42561280    4.0613180
#> 
#> $LBR$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.007997265 0.1188549 -0.17262702    0.1501752
#> lag1_var2  1.072215814 1.1721862 -0.41039698    2.7716306
#> lag1_var3  2.189111754 1.6709984  0.06336089    4.5501760
#> lag1_var4 -1.201496683 1.6478273 -3.50783540    0.9101024
#> const      0.682034777 3.1205003 -3.84196798    4.7042496
#> 
#> $LBR$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 0.03171323 0.04804456 -0.03182641    0.1021013
#> lag1_var2 0.63218790 0.50830047  0.05702005    1.4132179
#> lag1_var3 0.80571554 0.70507208 -0.01162428    1.8770366
#> lag1_var4 0.17417127 0.69980356 -0.88059277    0.9891909
#> const     0.81646724 1.35354644 -1.17149214    2.4934285
#> 
#> 
#> 
#> $LBY
#> $LBY$Sigma
#> $LBY$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.03027591 0.007563945   0.0236284   0.04360605
#> 
#> $LBY$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0106706 0.01349936 -0.02975823  0.007180826
#> Sigma[2,2]  0.1137726 0.02960424  0.07362518  0.155314774
#> 
#> $LBY$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02356509 0.02434550 -0.01107513   0.05672198
#> Sigma[3,2] -0.13784546 0.06549922 -0.21261733  -0.04151809
#> Sigma[3,3]  0.57512073 0.12911157  0.42505835   0.77188432
#> 
#> $LBY$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02207977 0.02547988 -0.01881499   0.05141617
#> Sigma[4,2] -0.10559467 0.07723496 -0.19150751   0.01376330
#> Sigma[4,3]  0.63591290 0.14243973  0.47393026   0.85061389
#> Sigma[4,4]  0.73051759 0.15959351  0.55119396   0.95684913
#> 
#> 
#> $LBY$A
#> $LBY$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6429570 0.1211374   0.4592538    0.7523133
#> lag1_var2  0.3653811 0.1451926   0.2020543    0.5955477
#> lag1_var3  0.8683470 0.3934637   0.4421850    1.5011551
#> lag1_var4 -0.7072213 0.3097327  -1.2017510   -0.3739246
#> const      2.1062411 1.4151518   0.1307445    3.9462208
#> 
#> $LBY$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.004469818 0.2081984 -0.32828547   0.23650152
#> lag1_var2  0.668456672 0.3745884  0.25519386   1.22591093
#> lag1_var3  1.051388682 0.9479144  0.07801551   2.46979180
#> lag1_var4 -0.753481361 0.7830083 -1.91441161   0.07844849
#> const      1.877208849 3.2758888 -1.25501937   7.08627121
#> 
#> $LBY$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.73298282 0.4310407  0.09839155   1.32839948
#> lag1_var2 -0.08964272 0.5464305 -1.04463592   0.38925448
#> lag1_var3 -1.40705099 1.5315148 -3.99363856  -0.01451502
#> lag1_var4  1.66174316 1.2338106  0.62212663   3.77703376
#> const     -2.92354469 4.5622466 -9.31186073   3.14364132
#> 
#> $LBY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9033187 0.4862040   0.1991913    1.4975858
#> lag1_var2 -0.2697995 0.5641244  -1.1704765    0.3231054
#> lag1_var3 -2.2940309 1.6755704  -4.9857349   -0.4942392
#> lag1_var4  2.5558223 1.3283060   1.1987350    4.6877564
#> const     -2.9985904 4.6217930  -8.0811371    4.2181777
#> 
#> 
#> 
#> $LCA
#> $LCA$Sigma
#> $LCA$Sigma$equation1
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004043761 0.00224541  0.00197392  0.007839208
#> 
#> $LCA$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.1292448 0.08366035  -0.2733155  -0.05681291
#> Sigma[2,2]  7.3440932 3.21463761   4.5541548  13.01795295
#> 
#> $LCA$Sigma$equation3
#>                 mean        sd  5% quantile 95% quantile
#> Sigma[3,1]  0.195934 0.1247193   0.09708489    0.4098395
#> Sigma[3,2] -8.595657 4.8091678 -16.96246558   -5.1968569
#> Sigma[3,3] 12.607106 7.1580621   7.17605269   24.7253401
#> 
#> $LCA$Sigma$equation4
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.1431475 0.09166332   0.07534489     0.298636
#> Sigma[4,2] -4.8796779 3.64709418 -10.93607033    -1.767581
#> Sigma[4,3]  9.0276573 5.24475792   4.87234096    17.663811
#> Sigma[4,4]  7.5662508 3.73009656   4.43809080    13.635913
#> 
#> 
#> $LCA$A
#> $LCA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94695086 0.05316974  0.87457627   1.00674125
#> lag1_var2 -0.01544853 0.03416984 -0.06698686   0.03003718
#> lag1_var3 -0.03479591 0.05174140 -0.10969649   0.03602352
#> lag1_var4  0.02417947 0.03949157 -0.02902207   0.08201403
#> const      1.70616228 0.39232951  1.10157667   2.12359129
#> 
#> $LCA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2582280  2.196130  -2.5042362     3.248885
#> lag1_var2  1.3495390  1.544660  -0.6305005     3.525001
#> lag1_var3  1.0677607  2.437427  -2.0372568     4.647266
#> lag1_var4 -0.7736812  1.884312  -3.6643211     1.565939
#> const     -7.6467007 21.338734 -36.2161541    22.434874
#> 
#> $LCA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.89658780  3.382636   -4.188322     5.110758
#> lag1_var2  0.21786977  2.194293   -3.091692     2.922426
#> lag1_var3  0.54113376  3.407337   -4.466745     4.694715
#> lag1_var4 -0.07856325  2.609900   -3.269853     3.799872
#> const      7.22791338 25.850414  -29.952276    43.635236
#> 
#> $LCA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.86443871  2.851120   -2.753317     4.496052
#> lag1_var2 0.73890920  1.832349   -1.924129     2.713348
#> lag1_var3 0.55015590  2.759145   -3.429910     3.534062
#> lag1_var4 0.04098562  2.101493   -2.243966     3.109306
#> const     1.95897172 21.253328  -27.829124    30.176534
#> 
#> 
#> 
#> $LKA
#> $LKA$Sigma
#> $LKA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001212123 0.0002753375 0.0009836258  0.001720949
#> 
#> $LKA$Sigma$equation2
#>                 mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.014220 0.00529257 -0.02130293 -0.006537455
#> Sigma[2,2]  0.507237 0.14556102  0.31330122  0.702630228
#> 
#> $LKA$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01781924 0.007254878  0.007516711   0.02719233
#> Sigma[3,2] -0.54172907 0.165067593 -0.738512167  -0.29851336
#> Sigma[3,3]  1.24125634 0.328255976  0.890644032   1.73532953
#> 
#> $LKA$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01091709 0.006276444  0.002996933   0.02013277
#> Sigma[4,2] -0.29120288 0.108158021 -0.416580847  -0.12123728
#> Sigma[4,3]  1.02348491 0.299215937  0.741247528   1.48165158
#> Sigma[4,4]  0.93413527 0.290079852  0.692360540   1.38910023
#> 
#> 
#> $LKA$A
#> $LKA$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.94917859 0.007237735  0.93977661   0.95803073
#> lag1_var2 -0.03326686 0.037339094 -0.07803678   0.02817598
#> lag1_var3 -0.05442453 0.068440921 -0.13574111   0.05800297
#> lag1_var4  0.05165592 0.063978940 -0.05401057   0.12770301
#> const      1.47174832 0.260207757  1.04557073   1.75344293
#> 
#> $LKA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3396335 0.1984675 -0.61899453  -0.11066085
#> lag1_var2  1.8266148 0.7631220  0.83860304   2.81439578
#> lag1_var3  1.8659439 1.4030816  0.04011082   3.64350196
#> lag1_var4 -1.6837058 1.3020896 -3.35899581   0.04842937
#> const     -0.3423151 5.0536702 -7.61137895   6.60838620
#> 
#> $LKA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3179664 0.3716774  -0.2311852   0.77653753
#> lag1_var2  1.2606603 0.8707852   0.1298217   2.64106528
#> lag1_var3  2.6229204 1.5787805   0.5149025   5.09552798
#> lag1_var4 -1.8855555 1.4784516  -4.2304523   0.02705714
#> const      3.5698091 7.0501971  -5.1387803  12.68576729
#> 
#> $LKA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1188534 0.3621909  -0.3366405    0.5400077
#> lag1_var2  2.0380030 0.8689251   1.1517065    3.4480192
#> lag1_var3  3.2042436 1.5380723   1.5839510    5.7307899
#> lag1_var4 -2.3634183 1.4570295  -4.7407367   -0.8585100
#> const      3.3541468 5.1777816  -3.0915918    9.8044012
#> 
#> 
#> 
#> $LSO
#> $LSO$Sigma
#> $LSO$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008228568 0.0002632339 0.0005111892  0.001205575
#> 
#> $LSO$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007711075 0.003166858  -0.0124765 -0.003955673
#> Sigma[2,2]  0.160208336 0.040447517   0.1182811  0.226258627
#> 
#> $LSO$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004922872 0.002719738  0.001809148  0.009230073
#> Sigma[3,2] -0.117726086 0.034371508 -0.166452382 -0.075928425
#> Sigma[3,3]  0.175318515 0.044206970  0.130933305  0.239812057
#> 
#> $LSO$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0003522483 0.001988987 -0.001933349  0.003341127
#> Sigma[4,2] -0.0293249777 0.024548136 -0.066996649 -0.003282323
#> Sigma[4,3]  0.1276663928 0.037919737  0.088830378  0.189347098
#> Sigma[4,4]  0.1325114435 0.031535828  0.099580521  0.187413866
#> 
#> 
#> $LSO$A
#> $LSO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93985426 0.01904658  0.91130097   0.96519477
#> lag1_var2 -0.01748798 0.02902080 -0.05985272   0.02145700
#> lag1_var3 -0.04394091 0.07027395 -0.14298293   0.05288905
#> lag1_var4  0.03803709 0.06025478 -0.04523651   0.12209908
#> const      1.50822288 0.19837732  1.18774396   1.72259349
#> 
#> $LSO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2616405 0.3053686  -0.2602388     0.588365
#> lag1_var2  0.7178529 0.4401886   0.1811177     1.462287
#> lag1_var3  0.3698998 0.9924042  -0.8111429     1.885870
#> lag1_var4 -0.3382386 0.8532269  -1.6319015     0.683509
#> const      0.8959451 1.6425128  -1.7610179     2.717089
#> 
#> $LSO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7410522 0.3255219 -1.10208808   -0.2291255
#> lag1_var2  0.8622691 0.5681673  0.05840032    1.5777933
#> lag1_var3  1.7611307 1.1048272  0.19943371    3.1578672
#> lag1_var4 -0.6274218 0.9444982 -1.82827914    0.7083643
#> const      0.6412458 1.5948106 -2.08980028    2.2831590
#> 
#> $LSO$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.71002022 0.2761240 -1.00029003    -0.292053
#> lag1_var2  0.87376837 0.5100688  0.17241764     1.502364
#> lag1_var3  1.23440461 0.9471790  0.05991871     2.419567
#> lag1_var4 -0.04192817 0.8099447 -1.05186574     0.965912
#> const      0.90629687 1.8876696 -1.81461939     3.094871
#> 
#> 
#> 
#> $LTU
#> $LTU$Sigma
#> $LTU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003619615 0.0009784982 0.002350656  0.004826326
#> 
#> $LTU$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07964304 0.03301353  -0.1288365  -0.04382728
#> Sigma[2,2]  6.95776964 2.47931660   4.5540016  10.43806001
#> 
#> $LTU$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04883387 0.01916154  0.02366183   0.07484455
#> Sigma[3,2] -4.19092235 1.61951569 -6.67857716  -2.67695334
#> Sigma[3,3]  3.02442285 1.02968729  1.99995789   4.68368606
#> 
#> $LTU$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.002882336 0.00840683 -0.007861575   0.01335188
#> Sigma[4,2] 0.019482935 0.41202340 -0.481706841   0.62492630
#> Sigma[4,3] 0.532243477 0.19040996  0.285903683   0.76935673
#> Sigma[4,4] 0.604759098 0.12335526  0.497664004   0.80904596
#> 
#> 
#> $LTU$A
#> $LTU$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00702592 0.01619852  0.97970173   1.02480583
#> lag1_var2 -0.08245793 0.02545168 -0.11611389  -0.04405680
#> lag1_var3 -0.14698001 0.04082189 -0.19928757  -0.08587284
#> lag1_var4  0.12326597 0.03572612  0.06967038   0.16927370
#> const      1.21864488 0.54586584  0.31668896   1.81815978
#> 
#> $LTU$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.9495467  0.6090415   -1.744303   -0.2264645
#> lag1_var2  1.1410407  1.1645471   -0.880617    2.1818006
#> lag1_var3  0.7452441  1.9539499   -2.588328    2.4072837
#> lag1_var4 -0.4515597  1.9373600   -2.095060    2.8716728
#> const      8.6037098 14.2911461  -12.745288   25.8616964
#> 
#> $LTU$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0961847  0.5009396   0.3758534    1.7851026
#> lag1_var2 -0.6369653  0.9424730  -1.8280510    0.7693517
#> lag1_var3 -0.3146679  1.5415902  -2.1947320    1.9985125
#> lag1_var4  0.9398388  1.4736576  -1.2961858    2.7286211
#> const     -5.6677823 12.8452053 -20.9261946   13.7786451
#> 
#> $LTU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4733304 0.2839712   0.1215898    0.8204858
#> lag1_var2 -0.3267691 0.5431682  -1.1528018    0.3594456
#> lag1_var3 -0.4783865 0.8680364  -1.7926066    0.6117026
#> lag1_var4  1.3055239 0.7996089   0.3451437    2.5367678
#> const     -0.6896853 7.3665110 -10.3216878    9.6384895
#> 
#> 
#> 
#> $LUX
#> $LUX$Sigma
#> $LUX$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001602771 0.002530239 0.0005655395  0.005555283
#> 
#> $LUX$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0003726793 0.01186237 -0.006374374   0.01850495
#> Sigma[2,2] 0.3833269117 0.10732264  0.286662376   0.55403820
#> 
#> $LUX$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.008045134 0.01110357  2.641978e-06   0.02789956
#> Sigma[3,2] -0.134246417 0.05520158 -1.990452e-01  -0.04635651
#> Sigma[3,3]  0.590620255 0.18442192  4.351236e-01   0.87104573
#> 
#> $LUX$Sigma$equation4
#>                   mean         sd   5% quantile 95% quantile
#> Sigma[4,1] 0.008355673 0.01729087 -0.0007789056   0.03764229
#> Sigma[4,2] 0.087175926 0.10674833 -0.0198913064   0.26072983
#> Sigma[4,3] 0.534887224 0.19790789  0.3555206466   0.85302386
#> Sigma[4,4] 0.608866109 0.23005605  0.3846736010   0.98479207
#> 
#> 
#> $LUX$A
#> $LUX$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9794896 0.02785178   0.9483019   1.02253850
#> lag1_var2 -0.1726044 0.11155144  -0.3713294  -0.06646748
#> lag1_var3 -0.3207981 0.19993754  -0.6780568  -0.13418108
#> lag1_var4  0.3020167 0.18879646   0.1262972   0.63922015
#> const      1.5389829 0.25752295   1.2440356   1.86883118
#> 
#> $LUX$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.784349 0.3213464   -1.252869   -0.4246406
#> lag1_var2  2.549072 0.8187982    1.326371    3.4916827
#> lag1_var3  3.426726 1.3549840    1.293289    4.9773534
#> lag1_var4 -3.095168 1.2865630   -4.537309   -1.0807889
#> const      2.612662 4.2014971   -3.009180    9.0012300
#> 
#> $LUX$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.106915 0.5209195    0.404150    1.8571541
#> lag1_var2 -2.127436 2.0558682   -4.376103    0.9756741
#> lag1_var3 -3.413896 3.7710977   -7.513647    2.4365243
#> lag1_var4  3.999408 3.5528417   -1.502083    7.8336619
#> const     -5.482596 5.9362212  -13.679149    2.8231138
#> 
#> $LUX$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6610215 0.6291415  -0.1766856     1.499706
#> lag1_var2 -1.1065875 2.1163678  -3.2103271     2.089498
#> lag1_var3 -2.2322297 3.8672260  -6.0266914     3.625308
#> lag1_var4  3.0144537 3.6309916  -2.4813862     6.565420
#> const     -4.4750700 6.3319134 -13.8777351     3.720600
#> 
#> 
#> 
#> $LVA
#> $LVA$Sigma
#> $LVA$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005414671 0.001476814  0.00369873  0.007858732
#> 
#> $LVA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06494273 0.01843862 -0.08673309   -0.0406427
#> Sigma[2,2]  4.86928781 0.66757575  4.06447038    5.7759756
#> 
#> $LVA$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03245658 0.0132325  0.01774049   0.04917183
#> Sigma[3,2] -3.27054224 0.4626554 -3.86790896  -2.55635299
#> Sigma[3,3]  2.62506884 0.5085861  1.89474904   3.32739124
#> 
#> $LVA$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.006588151 0.005064166 -0.01520101 -0.002340974
#> Sigma[4,2] -0.369109873 0.342692592 -0.88412081  0.039025892
#> Sigma[4,3]  0.726077990 0.324853050  0.37527616  1.225463811
#> Sigma[4,4]  0.563497139 0.157861380  0.36400499  0.777537512
#> 
#> 
#> $LVA$A
#> $LVA$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0441029 0.02499812  1.01790035   1.08232313
#> lag1_var2 -0.1155583 0.07308102 -0.23020174  -0.03270839
#> lag1_var3 -0.2023454 0.12203534 -0.39345089  -0.06352004
#> lag1_var4  0.1569305 0.11187464  0.03068292   0.32859749
#> const      1.6211068 0.51038696  0.85567187   2.10307402
#> 
#> $LVA$A$equation2
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1 -3.495084 1.457448  -5.7900218    -1.984030
#> lag1_var2  3.956086 3.279430  -0.7898638     8.446470
#> lag1_var3  5.407813 5.588514  -2.6273244    13.064688
#> lag1_var4 -4.028242 5.014772 -10.7755580     3.442712
#> const      3.833092 9.265872  -5.0998852    18.502460
#> 
#> $LVA$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  2.6152508 1.058216    1.407437     4.074862
#> lag1_var2 -2.0498802 2.566663   -5.273834     1.748634
#> lag1_var3 -2.6269701 4.349262   -8.175950     3.726933
#> lag1_var4  2.5625309 3.877804   -3.123575     7.365464
#> const      0.1063286 9.487021  -14.879712    10.073877
#> 
#> $LVA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5359443 0.3901713 -0.01287173     1.043700
#> lag1_var2 -0.1655155 1.1091887 -1.45108084     1.536293
#> lag1_var3 -0.1804845 1.8527147 -2.36215052     2.633513
#> lag1_var4  0.9417319 1.6328128 -1.48599794     2.894624
#> const      2.2201494 6.9755641 -8.08448510    11.702987
#> 
#> 
#> 
#> $MAC
#> $MAC$Sigma
#> $MAC$Sigma$equation1
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.03980493 0.01635082  0.02752751   0.06781987
#> 
#> $MAC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05649509 0.02370505  -0.0950442  -0.03045593
#> Sigma[2,2]  0.32188183 0.07442020   0.2414799   0.43796167
#> 
#> $MAC$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.1211141 0.05359591  0.07820226    0.2165592
#> Sigma[3,2] -0.3111790 0.08837278 -0.43502205   -0.2068086
#> Sigma[3,3]  1.0532703 0.20571913  0.79127194    1.3080370
#> 
#> $MAC$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.08511595 0.04045420  0.05111663   0.15581032
#> Sigma[4,2] -0.10285556 0.06379381 -0.19091665  -0.02773698
#> Sigma[4,3]  0.87639819 0.16207260  0.67909848   1.09937192
#> Sigma[4,4]  0.83579490 0.14357201  0.67147247   1.04256471
#> 
#> 
#> $MAC$A
#> $MAC$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9769657 0.1544765   0.7604312    1.1806314
#> lag1_var2 -0.3550681 0.7110827  -1.4315325    0.4646733
#> lag1_var3 -0.5879186 1.1084926  -2.2793287    0.6677274
#> lag1_var4  0.5660681 1.0645501  -0.6328950    2.1955033
#> const      1.9402259 1.1534072   0.7073862    3.4699554
#> 
#> $MAC$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3478206 0.2961479  -0.7741805   0.07283074
#> lag1_var2  1.4412955 1.8337151  -1.1127651   3.76205363
#> lag1_var3  0.8197703 2.8543364  -3.1593543   4.43638411
#> lag1_var4 -0.7461075 2.7665652  -4.2453186   3.10113167
#> const      3.7546817 2.4588850   0.3275261   6.85748134
#> 
#> $MAC$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.644364 0.6007882   0.6652437    2.1931454
#> lag1_var2 -5.150590 3.9369654  -9.6595488    0.6714611
#> lag1_var3 -7.084283 6.0749611 -14.0558556    1.9747883
#> lag1_var4  7.547647 5.8845996  -1.2586026   14.3577435
#> const     -3.960407 5.6988879 -10.8132637    4.1906901
#> 
#> $MAC$A$equation4
#>                mean        sd  5% quantile 95% quantile
#> lag1_var1  1.451785 0.6120521   0.43308025    2.1515888
#> lag1_var2 -4.757869 3.5503355  -8.63488249    0.5216057
#> lag1_var3 -7.383193 5.4810465 -13.34082433    0.8315949
#> lag1_var4  7.888681 5.2954834  -0.08700525   13.6389834
#> const     -1.915071 5.2381616  -7.59714058    6.1533942
#> 
#> 
#> 
#> $MAR
#> $MAR$Sigma
#> $MAR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003526127 0.002490653 0.002080716  0.007602839
#> 
#> $MAR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03565276 0.008748609 -0.04954718  -0.02568976
#> Sigma[2,2]  0.66925608 0.131087132  0.51574839   0.87210984
#> 
#> $MAR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01956159 0.008895418  0.005593236   0.02800985
#> Sigma[3,2] -0.37065291 0.114006030 -0.499206042  -0.19794189
#> Sigma[3,3]  0.36103665 0.096189261  0.237428415   0.49859678
#> 
#> $MAR$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.002308245 0.01230813 -0.01675317   0.01325494
#> Sigma[4,2] -0.050202404 0.08553658 -0.17415798   0.06371385
#> Sigma[4,3]  0.202742562 0.06683126  0.11657025   0.29164478
#> Sigma[4,4]  0.200650358 0.05932121  0.13218053   0.28901472
#> 
#> 
#> $MAR$A
#> $MAR$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8751552 0.05074598  0.80413516    0.9331784
#> lag1_var2  0.2263382 0.14042164  0.05965702    0.4322935
#> lag1_var3  0.4473703 0.28138524  0.11075330    0.8564343
#> lag1_var4 -0.4148022 0.25976457 -0.79291598   -0.1040157
#> const      1.5039717 0.25441679  1.19096365    1.8765347
#> 
#> $MAR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.2180889 0.7559215   0.2684521    2.3826711
#> lag1_var2 -2.8173561 2.1403463  -6.2875739   -0.2878426
#> lag1_var3 -7.2963155 4.3128391 -14.2263171   -2.1020132
#> lag1_var4  6.7258709 3.9699007   1.9575067   13.1217385
#> const     -0.2911339 3.3151264  -4.8995103    4.4000349
#> 
#> $MAR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9983068 0.5296085   -1.862047   -0.4024508
#> lag1_var2  3.0911330 1.3594354    1.408503    5.3338637
#> lag1_var3  6.8261705 2.7625712    3.234399   11.2891619
#> lag1_var4 -5.3895432 2.5326066   -9.509231   -2.1320713
#> const      1.1208508 4.2065872   -4.134868    7.5466554
#> 
#> $MAR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4896505 0.2610919  -0.8432391  -0.16019037
#> lag1_var2  1.5382638 0.6735525   0.6166243   2.46947343
#> lag1_var3  2.8629458 1.4034350   1.0122781   4.77801111
#> lag1_var4 -1.6596564 1.2733889  -3.4192716   0.02630212
#> const      0.7330614 3.4203129  -3.2967751   6.19763035
#> 
#> 
#> 
#> $MDA
#> $MDA$Sigma
#> $MDA$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01026929 0.005890539 0.006555854   0.02024191
#> 
#> $MDA$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0689987 0.03282766  -0.1254194  -0.04051292
#> Sigma[2,2]  1.0981157 0.34944470   0.7916056   1.64919018
#> 
#> $MDA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.07650672 0.03025324  0.05030147    0.1284645
#> Sigma[3,2] -0.96701234 0.41028265 -1.64315674   -0.5424509
#> Sigma[3,3]  2.31089540 0.55416638  1.61913857    3.1577246
#> 
#> $MDA$Sigma$equation4
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0349656 0.01765832  0.01787983   0.06567645
#> Sigma[4,2] -0.3120480 0.24769886 -0.67704248  -0.03690041
#> Sigma[4,3]  1.7711040 0.41155970  1.25267080   2.31173072
#> Sigma[4,4]  1.6247271 0.36861139  1.20567229   2.16898144
#> 
#> 
#> $MDA$A
#> $MDA$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8528421 0.07516301   0.7220239    0.9181956
#> lag1_var2  0.2421480 0.07722261   0.1376075    0.3418986
#> lag1_var3  0.4002151 0.13579341   0.2134165    0.5757121
#> lag1_var4 -0.3815740 0.13844926  -0.5583861   -0.1864479
#> const      2.1467727 1.26513533   1.0675824    4.2557050
#> 
#> $MDA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.10999933 0.5100418  -0.4363497     0.975691
#> lag1_var2  0.01054701 1.3063347  -1.6796345     1.929231
#> lag1_var3 -1.49298875 2.2220224  -4.4297221     1.771238
#> lag1_var4  1.42025199 2.1754232  -1.7739468     4.314604
#> const      2.40915446 7.7510839 -10.4635522    10.027461
#> 
#> $MDA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3507845 0.6599977  -0.4055391     1.470552
#> lag1_var2 -2.1400146 2.2452238  -5.5384148     0.720721
#> lag1_var3 -2.3565538 3.6896981  -7.9137290     2.320406
#> lag1_var4  3.2377376 3.5742041  -1.3281656     8.593350
#> const      0.4733408 9.6227638 -10.6401070    14.205050
#> 
#> $MDA$A$equation4
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1  0.439142  0.5297936  -0.1171374    1.2715898
#> lag1_var2 -2.613549  1.5725451  -5.0430237   -0.4400901
#> lag1_var3 -4.037037  2.5417070  -7.9674977   -0.5098437
#> lag1_var4  4.873274  2.4491185   1.4357071    8.6493112
#> const      1.540074 10.0057315 -11.2810144   16.0354402
#> 
#> 
#> 
#> $MDG
#> $MDG$Sigma
#> $MDG$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002552366 0.002142154 0.001483436  0.005919817
#> 
#> $MDG$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01180351 0.01194241 -0.03017336 -0.003112439
#> Sigma[2,2]  0.33667206 0.05824339  0.25494760  0.408278835
#> 
#> $MDG$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01269361 0.009587693  0.005272495   0.02762659
#> Sigma[3,2] -0.30628781 0.053000025 -0.375650253  -0.22960436
#> Sigma[3,3]  0.31217891 0.064740278  0.234810876   0.40472183
#> 
#> $MDG$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002648709 0.001338934  0.0005432142  0.004314161
#> Sigma[4,2] -0.016650649 0.027683019 -0.0514016622  0.024238597
#> Sigma[4,3]  0.050021787 0.028966922  0.0177777441  0.096435033
#> Sigma[4,4]  0.037152241 0.011461110  0.0275806152  0.056285432
#> 
#> 
#> $MDG$A
#> $MDG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94934041 0.03063632   0.9055948    0.9846880
#> lag1_var2  0.01407588 0.15736274  -0.1637257    0.2481598
#> lag1_var3  0.02392847 0.18626621  -0.1859030    0.3009731
#> lag1_var4 -0.02656914 0.18662970  -0.3088119    0.1837467
#> const      1.43835803 0.40243397   0.8400193    1.9884575
#> 
#> $MDG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06600754 0.2294396  -0.2447122     0.381967
#> lag1_var2 -0.08079670 1.3496328  -1.7494600     1.860305
#> lag1_var3 -1.16624444 1.5986079  -3.1567497     1.071248
#> lag1_var4  1.12846404 1.5854401  -1.0999967     3.111777
#> const      1.95254990 3.9574075  -2.3982476     8.184126
#> 
#> $MDG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1114074 0.2255653  -0.1595185    0.4482446
#> lag1_var2  0.3256036 1.3885788  -1.5168184    2.1524825
#> lag1_var3  1.2529075 1.6416561  -0.9656140    3.4140492
#> lag1_var4 -0.2830655 1.6263002  -2.4053554    1.9006320
#> const     -0.3501348 3.1636508  -5.1820215    3.1741511
#> 
#> $MDG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1665812 0.1086705 -0.01033656    0.3015563
#> lag1_var2 -0.2927442 0.5554585 -1.06377563    0.4630142
#> lag1_var3 -0.3891997 0.6417759 -1.28805213    0.4956960
#> lag1_var4  1.3324483 0.6343702  0.47490235    2.2209431
#> const      0.8547987 0.7335244  0.07901545    1.9469497
#> 
#> 
#> 
#> $MDV
#> $MDV$Sigma
#> $MDV$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.009873373 0.001864342 0.007760538   0.01292604
#> 
#> $MDV$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01928805 0.01056606 -0.03426707  -0.00453182
#> Sigma[2,2]  0.35684226 0.06826485  0.28821949   0.46120212
#> 
#> $MDV$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.1010532 0.02952154  0.05962464    0.1447639
#> Sigma[3,2] -0.5244401 0.20368007 -0.82503154   -0.3205769
#> Sigma[3,3]  1.9356024 0.54049678  1.21295961    2.7381437
#> 
#> $MDV$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.09434973 0.02667617  0.05763359    0.1330342
#> Sigma[4,2] -0.35420191 0.17926598 -0.61431988   -0.1660877
#> Sigma[4,3]  1.72503803 0.46936592  1.07726541    2.4265732
#> Sigma[4,4]  1.59737752 0.40878268  1.02116936    2.2035833
#> 
#> 
#> $MDV$A
#> $MDV$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9729670 0.05700096   0.8920582    1.0431695
#> lag1_var2 -0.1344887 0.18273445  -0.3864806    0.1171996
#> lag1_var3 -0.2553138 0.34272260  -0.7344171    0.2163150
#> lag1_var4  0.2398381 0.32158340  -0.2011617    0.6929143
#> const      1.4606975 0.56869592   0.4313804    1.9551851
#> 
#> $MDV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7557534 0.3467364   -1.126989   -0.2599103
#> lag1_var2  3.5565792 1.0390346    1.995739    4.9105577
#> lag1_var3  4.8928085 1.9776586    1.909224    7.4249509
#> lag1_var4 -4.6444106 1.8889669   -7.044082   -1.8081090
#> const      3.5681532 5.8862428   -5.524928   10.0778601
#> 
#> $MDV$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.640175 0.7117954   0.5480673    2.3676706
#> lag1_var2 -4.108379 3.0842919  -8.6012162   -0.2921385
#> lag1_var3 -6.633287 5.8157369 -15.1396287    0.5146174
#> lag1_var4  7.109070 5.5217135   0.3754589   15.2022070
#> const     -6.970457 9.8074110 -21.4451227    5.9778017
#> 
#> $MDV$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.286415 0.6790737   0.2787484    2.0899612
#> lag1_var2 -2.765188 2.8353074  -6.9171260    0.5152146
#> lag1_var3 -5.061392 5.3409630 -12.8928433    1.0811566
#> lag1_var4  5.661236 5.0624257  -0.1431767   13.0739607
#> const     -5.663764 8.1378090 -17.8050426    4.6666504
#> 
#> 
#> 
#> $MEX
#> $MEX$Sigma
#> $MEX$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.002043485 0.002735397 0.0006895183  0.006192354
#> 
#> $MEX$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0157019 0.01515864 -0.03428269  0.007192037
#> Sigma[2,2]  0.5949873 0.19833725  0.40852187  0.935130919
#> 
#> $MEX$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03015752 0.01005697  0.01769886   0.04356635
#> Sigma[3,2] -0.48390807 0.26268157 -0.93424279  -0.23843926
#> Sigma[3,3]  1.09844379 0.32958507  0.75228731   1.61682830
#> 
#> $MEX$Sigma$equation4
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02160465 0.0139352  0.01188457   0.04379477
#> Sigma[4,2] -0.13408261 0.1749867 -0.39068582   0.09588935
#> Sigma[4,3]  0.84353836 0.2083989  0.59152711   1.15756964
#> Sigma[4,4]  0.79568589 0.1530841  0.59602651   1.00180394
#> 
#> 
#> $MEX$A
#> $MEX$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95785519 0.04323208   0.8850498    1.0019425
#> lag1_var2  0.01577317 0.17052316  -0.1315548    0.3227200
#> lag1_var3  0.01743479 0.29566993  -0.2399864    0.5453367
#> lag1_var4 -0.02410740 0.27857839  -0.5214826    0.2149540
#> const      1.56862346 0.19522980   1.3120804    1.8429227
#> 
#> $MEX$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09224982 0.6541928  -0.9226714    0.8269044
#> lag1_var2  0.76660549 2.5138668  -2.9145405    3.7300534
#> lag1_var3  0.13979374 4.2564013  -6.0641772    5.1744678
#> lag1_var4 -0.09496696 4.0349141  -4.8818302    5.7925584
#> const      1.13899350 5.3778939  -7.5569097    6.5346234
#> 
#> $MEX$A$equation3
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1  1.023387 0.784107  0.01883299     2.137520
#> lag1_var2  2.411326 3.016408 -2.64461637     5.420503
#> lag1_var3  4.319951 5.171767 -4.31387216     9.392174
#> lag1_var4 -3.841080 4.898154 -8.48677572     4.327754
#> const      1.449178 4.417871 -3.52314555     8.212326
#> 
#> $MEX$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9999897 0.5717166   0.2658756     1.848188
#> lag1_var2  2.5535408 3.0658729  -1.7630875     6.689611
#> lag1_var3  3.8553350 5.2573765  -3.4725801    10.957548
#> lag1_var4 -3.3605053 5.0502298 -10.2526062     3.586022
#> const      1.8653081 3.6008783  -1.8553471     7.422685
#> 
#> 
#> 
#> $MKD
#> $MKD$Sigma
#> $MKD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008768873 0.0002150848 0.0005900728  0.001147595
#> 
#> $MKD$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006462454 0.007801565 -0.01937374  0.001824253
#> Sigma[2,2]  3.325038208 0.956526578  2.26210539  4.884425459
#> 
#> $MKD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002321434 0.004459817 -0.003459442  0.009343646
#> Sigma[3,2] -1.745229332 0.506673147 -2.606961091 -1.262459966
#> Sigma[3,3]  1.080584621 0.254106038  0.868647136  1.533170918
#> 
#> $MKD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001781802 0.002015334 -0.003570455  0.001422233
#> Sigma[4,2]  0.042302420 0.140470562 -0.155017912  0.229046904
#> Sigma[4,3]  0.193721521 0.079696830  0.072031733  0.298001674
#> Sigma[4,4]  0.289338506 0.083258022  0.184744812  0.416035678
#> 
#> 
#> $MKD$A
#> $MKD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00359998 0.01714526  0.97499181  1.019463376
#> lag1_var2 -0.02427867 0.01959014 -0.05114476  0.001434251
#> lag1_var3 -0.05014716 0.03718782 -0.10066191 -0.000950310
#> lag1_var4  0.01917171 0.02939757 -0.02028711  0.059688560
#> const      1.51838315 0.22362147  1.17571876  1.801212989
#> 
#> $MKD$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.0436494  1.165900   -4.028548   -0.8100506
#> lag1_var2  1.1666125  1.879771   -1.459635    3.6904881
#> lag1_var3  0.3817736  3.565373   -4.561668    5.2010157
#> lag1_var4  0.2263957  2.875552   -3.564591    4.1689083
#> const     14.6663246 18.867375   -9.471946   44.5330969
#> 
#> $MKD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1039331 0.7352876   0.3406425     2.333266
#> lag1_var2  0.1591581 1.1107854  -1.3933111     1.695908
#> lag1_var3  1.2346879 2.1083131  -1.7168975     4.124531
#> lag1_var4 -0.6125925 1.7435024  -2.9718544     1.782632
#> const     -5.7055257 8.7290498 -20.7326639     2.812231
#> 
#> $MKD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07383242 0.2509244 -0.31137003    0.3248580
#> lag1_var2  0.44175716 0.3238320 -0.02382035    0.8901656
#> lag1_var3  0.80057477 0.6048576 -0.07401831    1.6303115
#> lag1_var4  0.17832934 0.4973532 -0.50722422    0.8626269
#> const      2.39036211 4.2462011 -3.89193495    7.6377551
#> 
#> 
#> 
#> $MLI
#> $MLI$Sigma
#> $MLI$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.003040492 0.005912669 0.0008170737    0.0117379
#> 
#> $MLI$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003683116 0.00284058 -0.007365052 0.0002222541
#> Sigma[2,2]  0.145019828 0.02627596  0.111553940 0.1841390397
#> 
#> $MLI$Sigma$equation3
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -4.243617e-05 0.01227457 -0.01913881  0.008546191
#> Sigma[3,2] -1.487708e-01 0.05910759 -0.23328715 -0.076045588
#> Sigma[3,3]  2.797703e-01 0.09207238  0.17497648  0.426741264
#> 
#> $MLI$Sigma$equation4
#>                    mean         sd 5% quantile  95% quantile
#> Sigma[4,1] -0.002601761 0.01131714 -0.01953587  4.019402e-03
#> Sigma[4,2] -0.052538757 0.04346344 -0.11276797 -7.996152e-05
#> Sigma[4,3]  0.184177633 0.05915897  0.11467260  2.764995e-01
#> Sigma[4,4]  0.152556841 0.04050446  0.10337066  2.093925e-01
#> 
#> 
#> $MLI$A
#> $MLI$A$equation1
#>                 mean          sd   5% quantile 95% quantile
#> lag1_var1  0.9808856 0.008010469  0.9678264649   0.98897909
#> lag1_var2 -0.1698605 0.114245380 -0.3448546034  -0.02437570
#> lag1_var3 -0.2251636 0.175069702 -0.4964187239  -0.01301589
#> lag1_var4  0.2119166 0.173934195 -0.0001232741   0.48102909
#> const      1.4325179 0.188525191  1.1460800673   1.67482210
#> 
#> $MLI$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3597871 0.08730258   0.2700964     0.496332
#> lag1_var2  0.6724631 1.37426934  -0.9995501     2.808589
#> lag1_var3  0.3042866 1.98655888  -2.1643736     3.385056
#> lag1_var4 -0.4420173 1.97064761  -3.4837912     2.007527
#> const      2.3010875 0.97985639   0.9210236     3.692751
#> 
#> $MLI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5851801 0.1428315  -0.7733911   -0.3932582
#> lag1_var2  1.6280413 1.7142020  -0.7268342    3.7432681
#> lag1_var3  2.4823169 2.4471131  -0.8250170    5.5773893
#> lag1_var4 -1.2801248 2.4056305  -4.3379341    1.9736747
#> const     -1.8378012 1.9247018  -4.1460663    1.1819049
#> 
#> $MLI$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.3497475 0.1180919 -0.509545045   -0.1870881
#> lag1_var2  1.6747557 1.1458809 -0.004971588    3.0665115
#> lag1_var3  2.0763978 1.6998266 -0.249657880    4.1995593
#> lag1_var4 -0.9590704 1.6760490 -3.051246868    1.2990428
#> const     -0.6791061 1.8725536 -2.707838690    2.3358516
#> 
#> 
#> 
#> $MLT
#> $MLT$Sigma
#> $MLT$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001418909 0.0003896143 0.001005571  0.002090157
#> 
#> $MLT$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007844985 0.003781624 -0.01403168 -0.004330144
#> Sigma[2,2]  0.164041862 0.037661734  0.12365292  0.230550171
#> 
#> $MLT$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001714838 0.004084108 -0.003923849  0.007034756
#> Sigma[3,2] -0.124004798 0.039585491 -0.180383896 -0.072581059
#> Sigma[3,3]  0.292209130 0.062611473  0.197413047  0.375020962
#> 
#> $MLT$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002792714 0.003083991 -0.007752596  0.0006453091
#> Sigma[4,2] -0.037611482 0.026059271 -0.071032236 -0.0043200179
#> Sigma[4,3]  0.241618139 0.053044828  0.159534060  0.3107650540
#> Sigma[4,4]  0.238078994 0.048411487  0.165469191  0.2986496781
#> 
#> 
#> $MLT$A
#> $MLT$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9576072 0.01528179   0.9351499   0.97729827
#> lag1_var2 -0.1499236 0.07308767  -0.2697515  -0.06163007
#> lag1_var3 -0.2909089 0.14057516  -0.5123866  -0.11166306
#> lag1_var4  0.2840172 0.13405217   0.1115189   0.49241676
#> const      1.3726458 0.32727875   0.9976907   1.82488899
#> 
#> $MLT$A$equation2
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1  0.1782431 0.1527633 -0.0002838351   0.40544326
#> lag1_var2  1.3319269 0.6864725  0.3546240006   2.17509638
#> lag1_var3  1.5075983 1.3181947 -0.2185463428   3.20405087
#> lag1_var4 -1.5748646 1.2579796 -3.2028257525   0.05037533
#> const      2.0619790 0.8882992  0.8744765984   3.11229363
#> 
#> $MLT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8541582 0.2321084   0.6062194     1.222898
#> lag1_var2 -3.3144645 1.0905892  -4.8126680    -1.916210
#> lag1_var3 -4.8565075 2.1337928  -7.8785695    -2.262376
#> lag1_var4  5.5405456 2.0430027   3.0674153     8.436387
#> const     -0.7017153 3.1948651  -5.3029025     3.451549
#> 
#> $MLT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0146383 0.2619539   0.7348759     1.434401
#> lag1_var2 -3.2325827 0.9539685  -4.5744929    -2.265551
#> lag1_var3 -5.1579697 1.8336692  -7.9221646    -3.379325
#> lag1_var4  5.7879878 1.7460915   4.0881379     8.438795
#> const      0.1213297 3.2606235  -4.5472401     4.344331
#> 
#> 
#> 
#> $MMR
#> $MMR$Sigma
#> $MMR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002704062 0.0006930078 0.001674982  0.003489084
#> 
#> $MMR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01971332 0.007524736 -0.02798367 -0.008041498
#> Sigma[2,2]  0.26702181 0.075698839  0.16640349  0.365433954
#> 
#> $MMR$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.03046045 0.01340021  0.009159295   0.04558774
#> Sigma[3,2] -0.47836898 0.13778622 -0.661644917  -0.30097320
#> Sigma[3,3]  1.09303269 0.29092125  0.794800189   1.50011319
#> 
#> $MMR$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01950595 0.009590959  0.004525033    0.0302217
#> Sigma[4,2] -0.33237346 0.100713996 -0.471129211   -0.2082330
#> Sigma[4,3]  0.83544796 0.224628196  0.604949208    1.1479780
#> Sigma[4,4]  0.65791093 0.176440750  0.465481336    0.9104565
#> 
#> 
#> $MMR$A
#> $MMR$A$equation1
#>                 mean          sd 5% quantile 95% quantile
#> lag1_var1  0.9660122 0.009423814  0.95566938   0.98120285
#> lag1_var2 -0.1025686 0.098014517 -0.24262473   0.02428038
#> lag1_var3 -0.1786894 0.179030224 -0.43775449   0.03752732
#> lag1_var4  0.1778122 0.177861246 -0.03616375   0.43608776
#> const      0.9275317 0.343689947  0.43080083   1.36604876
#> 
#> $MMR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.05941958 0.08617583 -0.09358344    0.1305722
#> lag1_var2 -0.42427154 0.73332722 -1.49384323    0.4956239
#> lag1_var3 -1.73465947 1.25738962 -3.53130770   -0.1851518
#> lag1_var4  1.65824428 1.24393788  0.12284523    3.4430454
#> const      3.97557347 2.69249666  0.19181238    6.9043584
#> 
#> $MMR$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.2548566 0.212049  -0.4599904    0.1265968
#> lag1_var2  4.8941652 1.803757   2.4725894    7.7259901
#> lag1_var3  8.8405844 3.243643   4.7054460   13.5868887
#> lag1_var4 -7.7030510 3.228558 -12.3765479   -3.5985975
#> const     -3.3347517 5.604486 -10.1321811    4.5644868
#> 
#> $MMR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2179891 0.1775628  -0.4093878   0.08544397
#> lag1_var2  4.3303423 1.4790449   2.3677064   6.62957816
#> lag1_var3  7.2882374 2.6823548   3.7557257  11.24799252
#> lag1_var4 -6.1893470 2.6732766 -10.0981806  -2.63919795
#> const     -1.4396027 4.5557955  -6.7766159   4.51184102
#> 
#> 
#> 
#> $MNE
#> $MNE$Sigma
#> $MNE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002897712 0.000430179 0.002361749   0.00348831
#> 
#> $MNE$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07432704 0.01529493 -0.09166077  -0.05318186
#> Sigma[2,2]  3.74478834 0.69019306  2.69382799   4.45482965
#> 
#> $MNE$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.06924842 0.01894587  0.04139778   0.09514528
#> Sigma[3,2] -3.27939264 1.04790544 -4.98867900  -2.06405891
#> Sigma[3,3]  4.92874064 1.49197512  3.64804171   7.34272270
#> 
#> $MNE$Sigma$equation4
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03772735 0.0167034  0.01234708   0.05885897
#> Sigma[4,2] -1.69687020 1.0001284 -3.37759297  -0.59275573
#> Sigma[4,3]  3.89235068 1.2178451  2.67179608   5.75409360
#> Sigma[4,4]  3.58639034 0.9571727  2.47598133   5.02977492
#> 
#> 
#> $MNE$A
#> $MNE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96139847 0.02041437  0.93111976   0.98367123
#> lag1_var2 -0.01674382 0.03258563 -0.06831321   0.01504361
#> lag1_var3 -0.02968301 0.06774329 -0.13702150   0.03914056
#> lag1_var4  0.01889494 0.05713276 -0.03783895   0.10957170
#> const      1.46431995 0.34729555  0.88277115   1.80319592
#> 
#> $MNE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.95374878  1.087972  -2.2660346    0.6109436
#> lag1_var2  1.13377894  1.100122  -0.4885884    2.6019215
#> lag1_var3  0.33045095  2.284995  -3.0233021    3.3851879
#> lag1_var4  0.03587576  1.909006  -2.4971861    2.9132354
#> const      2.40612483 13.902084 -18.9592566   17.5118745
#> 
#> $MNE$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  2.819034  1.969990   0.2906463    5.6453132
#> lag1_var2 -2.435013  1.800256  -4.9774808    0.1437019
#> lag1_var3 -3.882434  3.727765  -9.1517512    1.4425436
#> lag1_var4  3.605967  3.017554  -0.6785600    7.7145840
#> const      3.080766 15.422987 -17.6128634   24.4694873
#> 
#> $MNE$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  2.753737  1.892885   0.4536773    5.6618561
#> lag1_var2 -2.726856  1.706691  -5.3247101   -0.5579583
#> lag1_var3 -5.426069  3.510995 -10.7738263   -0.9297070
#> lag1_var4  5.149643  2.832681   1.4838089    9.4781417
#> const      4.637788 13.451071 -13.9399164   21.9800806
#> 
#> 
#> 
#> $MNG
#> $MNG$Sigma
#> $MNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002706055 0.0003226794 0.002272218  0.003143813
#> 
#> $MNG$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004880681 0.006456853  -0.0152583  0.001236431
#> Sigma[2,2]  0.861747440 0.195133956   0.6173033  1.166208887
#> 
#> $MNG$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00670217 0.008284598 -0.002521244   0.01999746
#> Sigma[3,2] -0.14372943 0.144569970 -0.286264455   0.09386076
#> Sigma[3,3]  0.93362318 0.206911989  0.670792371   1.17439897
#> 
#> $MNG$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.00452129 0.007122358 -0.001422542   0.01596973
#> Sigma[4,2] 0.41627721 0.240397719  0.178347066   0.78879282
#> Sigma[4,3] 0.91636915 0.282529572  0.555773237   1.24021633
#> Sigma[4,4] 1.26983522 0.416137818  0.799855764   1.86822720
#> 
#> 
#> $MNG$A
#> $MNG$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0232114 0.01653202  1.00270562   1.04152891
#> lag1_var2 -0.1289972 0.06459841 -0.21544640  -0.03057769
#> lag1_var3 -0.2116195 0.11377513 -0.36361727  -0.03810058
#> lag1_var4  0.1831906 0.10872145  0.01979478   0.33013508
#> const      1.2322778 0.26498445  0.79570347   1.55412269
#> 
#> $MNG$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.148390 0.3160919 -0.51684101   0.30749370
#> lag1_var2  1.414390 0.8570710  0.40598567   2.62556656
#> lag1_var3  1.722100 1.3945682  0.06410351   3.74722303
#> lag1_var4 -1.578894 1.3286318 -3.58313709  -0.09597361
#> const     -1.571728 5.6789801 -8.87309571   7.38646964
#> 
#> $MNG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8977926 0.1258839   0.7372770    1.0731597
#> lag1_var2  1.4317928 1.1594155   0.0229824    3.0863938
#> lag1_var3  2.4063239 1.7413106   0.3160044    4.9979464
#> lag1_var4 -1.8293051 1.6938908  -4.3427802    0.2058002
#> const      1.5620419 4.0080398  -2.5861217    7.1404103
#> 
#> $MNG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8755959 0.1782391   0.6424716   1.10876897
#> lag1_var2  1.9309149 1.2163094   0.3748207   3.64813056
#> lag1_var3  2.8448568 1.8417431   0.5449133   5.47900153
#> lag1_var4 -2.2006574 1.7902746  -4.7558353   0.04752019
#> const      0.1860573 5.3662421  -6.0251801   8.29305493
#> 
#> 
#> 
#> $MOZ
#> $MOZ$Sigma
#> $MOZ$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002763678 0.002321818 0.001242264  0.007102574
#> 
#> $MOZ$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003793957 0.00122587 -0.005262344 -0.001977125
#> Sigma[2,2]  0.056041496 0.01409737  0.037383834  0.075493782
#> 
#> $MOZ$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004529767 0.005509368 -1.497987e-06 0.0140153113
#> Sigma[3,2] -0.015883043 0.013759618 -3.670909e-02 0.0006259789
#> Sigma[3,3]  0.105193561 0.029999125  6.936114e-02 0.1503502506
#> 
#> $MOZ$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.001593043 0.005189513 -0.003487768   0.01038246
#> Sigma[4,2] 0.029266680 0.015798947  0.012758190   0.05089605
#> Sigma[4,3] 0.095057359 0.032263895  0.062284708   0.14445998
#> Sigma[4,4] 0.121460831 0.033309671  0.091636253   0.18051953
#> 
#> 
#> $MOZ$A
#> $MOZ$A$equation1
#>                 mean          sd  5% quantile 95% quantile
#> lag1_var1  0.9834709 0.008405726  0.971748148  0.995729171
#> lag1_var2 -0.1804891 0.129062568 -0.326677447 -0.011217236
#> lag1_var3 -0.2177135 0.163098539 -0.407554865 -0.004866305
#> lag1_var4  0.2077243 0.159511498 -0.001533139  0.395305004
#> const      1.2653465 0.391920960  0.721096324  1.825359134
#> 
#> $MOZ$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.1258109 0.06021587  0.059901188   0.21916363
#> lag1_var2  0.4678792 0.41815367 -0.251260779   0.92230332
#> lag1_var3 -0.6629227 0.56012966 -1.599359672  -0.03467799
#> lag1_var4  0.6170115 0.54702321 -0.004797388   1.52360807
#> const      0.9653267 1.68704297 -0.949885402   3.32143912
#> 
#> $MOZ$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.3141083 0.07790838  -0.4194404  -0.20995209
#> lag1_var2  1.3334603 0.93416327   0.1026209   2.65707579
#> lag1_var3  2.4906519 1.22319609   0.9954333   4.25075915
#> lag1_var4 -1.4167610 1.21307574  -3.1515168   0.05079773
#> const      0.4499750 2.38963207  -3.6547871   2.70356699
#> 
#> $MOZ$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2257827 0.06310857 -0.30207062   -0.1326934
#> lag1_var2  1.2016034 0.87028854  0.15503617    2.3578868
#> lag1_var3  1.3285844 1.13059610 -0.01555244    2.8195093
#> lag1_var4 -0.2815612 1.12752161 -1.76280151    1.0634702
#> const      0.7107141 1.85490909 -2.02150805    2.4806164
#> 
#> 
#> 
#> $MRT
#> $MRT$Sigma
#> $MRT$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001785613 0.0002122675 0.001427186  0.002009288
#> 
#> $MRT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.007034201 0.001630915 -0.008633053  -0.00473142
#> Sigma[2,2]  0.063266140 0.011300750  0.052100642   0.08271010
#> 
#> $MRT$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004246303 0.001851027  0.001888426  0.006640225
#> Sigma[3,2] -0.046944993 0.007991179 -0.058462825 -0.038828774
#> Sigma[3,3]  0.056577163 0.009612666  0.045788579  0.071018433
#> 
#> $MRT$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001372552 0.001538763 -0.0004410737  0.003589675
#> Sigma[4,2] -0.023133539 0.007913859 -0.0341396665 -0.013377069
#> Sigma[4,3]  0.041688209 0.007696090  0.0321541083  0.053544825
#> Sigma[4,4]  0.036222321 0.005474401  0.0294071169  0.044751063
#> 
#> 
#> $MRT$A
#> $MRT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92616068 0.02279312  0.89920689    0.9597700
#> lag1_var2  0.05932270 0.06917681 -0.05247596    0.1385936
#> lag1_var3  0.06972870 0.13972874 -0.14974518    0.2234333
#> lag1_var4 -0.07132644 0.12962133 -0.21410870    0.1320400
#> const      1.45492539 0.28130533  1.11735004    1.8560488
#> 
#> $MRT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4866163 0.1423120   0.2809967    0.6581360
#> lag1_var2 -0.1388031 0.4827946  -0.6544272    0.6301217
#> lag1_var3 -1.0849986 0.9912565  -2.1902249    0.4467159
#> lag1_var4  0.9682628 0.9091953  -0.4454260    1.9812214
#> const      0.9870640 1.7970057  -1.4906496    3.1444792
#> 
#> $MRT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6853389 0.1775923  -0.8443794   -0.3756776
#> lag1_var2  1.5669388 0.4840857   0.7841871    2.0795212
#> lag1_var3  3.1132428 0.9902725   1.6451447    4.2613954
#> lag1_var4 -1.9199990 0.9076134  -2.9683530   -0.5826233
#> const      0.1804481 1.5383871  -2.1439114    2.0468635
#> 
#> $MRT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5651481 0.1400723  -0.6961016   -0.3156412
#> lag1_var2  1.3315307 0.3260393   0.7665027    1.6670976
#> lag1_var3  2.1278697 0.6602464   1.0626441    2.9038178
#> lag1_var4 -0.9442131 0.6035528  -1.6515968    0.0261895
#> const      0.3546317 1.5538641  -1.9051449    2.1404057
#> 
#> 
#> 
#> $MUS
#> $MUS$Sigma
#> $MUS$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001300936 0.0002163183 0.0009630451  0.001538419
#> 
#> $MUS$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01463056 0.003577066 -0.01934246 -0.009826344
#> Sigma[2,2]  0.29548650 0.071422990  0.19573120  0.399231694
#> 
#> $MUS$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03023904 0.009323862  0.01838469   0.04487728
#> Sigma[3,2] -0.38347094 0.097766715 -0.53277454  -0.27113380
#> Sigma[3,3]  1.81575432 0.561284232  1.37763019   2.73288679
#> 
#> $MUS$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02354098 0.009089789   0.0134017   0.03711868
#> Sigma[4,2] -0.22809541 0.071342886  -0.3264264  -0.13978597
#> Sigma[4,3]  1.72065352 0.599673678   1.3054549   2.70255355
#> Sigma[4,4]  1.71603239 0.640381024   1.2892327   2.76754508
#> 
#> 
#> $MUS$A
#> $MUS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98231402 0.02180623  0.95264687   1.01267097
#> lag1_var2 -0.09552422 0.11921040 -0.27258515   0.05298902
#> lag1_var3 -0.18055829 0.20813022 -0.49339262   0.07426645
#> lag1_var4  0.16075955 0.19524026 -0.07705003   0.45492051
#> const      1.52134549 0.33571606  1.05334073   1.92520052
#> 
#> $MUS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6926709 0.5625772  -1.6316153  -0.08470511
#> lag1_var2  1.6421821 2.0974905  -0.8487892   5.11993514
#> lag1_var3  1.8571751 3.7618898  -2.4320223   8.10740086
#> lag1_var4 -1.5108208 3.5243720  -7.3621926   2.51940107
#> const     -1.0034380 5.9135436  -8.1948394   7.97947608
#> 
#> $MUS$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09698212  0.8452487  -0.8755722     1.316294
#> lag1_var2  3.09049980  2.8198564  -1.5455546     5.883145
#> lag1_var3  6.04534365  4.9963114  -2.4833196    10.683748
#> lag1_var4 -5.10041050  4.7108790  -9.4423675     2.909490
#> const      4.58387506 10.4270208 -12.9755989    14.447481
#> 
#> $MUS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5647996 0.6394268   -1.248787    0.3475008
#> lag1_var2  3.9153203 2.0849281    1.139067    6.4940152
#> lag1_var3  6.9191355 3.6520302    1.720859   11.3259035
#> lag1_var4 -5.7435138 3.4699244   -9.943346   -0.8428545
#> const      3.8948331 9.0949140  -10.315710   13.2223510
#> 
#> 
#> 
#> $MWI
#> $MWI$Sigma
#> $MWI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002729879 0.0009826777 0.001901666  0.004325601
#> 
#> $MWI$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006283957 0.002084236 -0.009784467 -0.004110148
#> Sigma[2,2]  0.039173172 0.009685546  0.028644268  0.053842105
#> 
#> $MWI$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01241681 0.01004431 -0.02341856  0.002621378
#> Sigma[3,2]  0.07917092 0.03661083  0.03628897  0.136509105
#> Sigma[3,3]  1.59536777 0.47787522  1.11284310  2.320343638
#> 
#> $MWI$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01816478 0.01077767 -0.02962348 -0.001490391
#> Sigma[4,2]  0.11293371 0.04337497  0.06547552  0.183996596
#> Sigma[4,3]  1.73865939 0.52498593  1.19919684  2.525075513
#> Sigma[4,4]  1.91522830 0.57820859  1.31256518  2.767419707
#> 
#> 
#> $MWI$A
#> $MWI$A$equation1
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.9898518 0.0240901  0.956900484   1.02064423
#> lag1_var2 -0.2054694 0.1501961 -0.423939003   0.01920835
#> lag1_var3 -0.3280321 0.2274385 -0.663145156  -0.01068932
#> lag1_var4  0.3114263 0.2176209  0.007538603   0.63195309
#> const      1.3094538 0.4072080  0.725514487   1.81754140
#> 
#> $MWI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04739495 0.1039420 -0.09580758    0.1484605
#> lag1_var2  0.54321963 0.4956171 -0.07642229    1.1874221
#> lag1_var3  0.01564522 0.7319608 -0.95167545    0.9933166
#> lag1_var4 -0.01670117 0.6987233 -0.94897435    0.9086544
#> const      1.37278905 1.6983808 -1.60281446    3.0292040
#> 
#> $MWI$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.8606031 0.726348  -1.9253482    0.1629620
#> lag1_var2  4.3532388 3.896641  -0.5846275    9.6611174
#> lag1_var3  8.4706594 5.442865   2.0436662   15.8676560
#> lag1_var4 -7.1464877 5.193720 -14.2032850   -0.9911269
#> const      0.7655920 7.254437  -9.9777737    9.4861981
#> 
#> $MWI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9121531 0.7634435  -1.9646893    0.1858447
#> lag1_var2  4.5406136 4.0974852  -0.6375699    9.9917223
#> lag1_var3  8.3156910 5.7274994   1.6265471   16.0575249
#> lag1_var4 -6.9552902 5.4649457 -14.3341348   -0.5506839
#> const      1.4257868 8.4147862 -10.4640621   11.5570362
#> 
#> 
#> 
#> $MYS
#> $MYS$Sigma
#> $MYS$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001007417 0.0001680721 0.0008207569  0.001256336
#> 
#> $MYS$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007875965 0.002233474 -0.01070577 -0.004688669
#> Sigma[2,2]  0.117670043 0.018931666  0.09305718  0.146625075
#> 
#> $MYS$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008304647 0.002316189  0.005370177   0.01168318
#> Sigma[3,2] -0.114433964 0.028187102 -0.162011851  -0.09254274
#> Sigma[3,3]  0.178097434 0.052809512  0.125792377   0.25867126
#> 
#> $MYS$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003554524 0.001757487  0.001612138  0.006406954
#> Sigma[4,2] -0.043500564 0.022738043 -0.076773032 -0.018860713
#> Sigma[4,3]  0.109986168 0.038996845  0.069327357  0.169717540
#> Sigma[4,4]  0.084791587 0.030123301  0.050184499  0.132838224
#> 
#> 
#> $MYS$A
#> $MYS$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.930648732 0.02694754   0.8963163    0.9725739
#> lag1_var2  0.024749441 0.10283878  -0.1289459    0.1439787
#> lag1_var3 -0.006084956 0.16606383  -0.2577369    0.1879729
#> lag1_var4  0.011451352 0.15681347  -0.1736931    0.2482469
#> const      1.426054847 0.19491239   1.1944616    1.7295729
#> 
#> $MYS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1461023 0.2914473  -0.4797532    0.3165675
#> lag1_var2  0.7146418 0.9879134  -0.7372203    1.9852703
#> lag1_var3  0.1890913 1.6347505  -2.2216176    2.3422874
#> lag1_var4 -0.1344054 1.5350619  -2.1666297    2.1181660
#> const      1.8295873 1.7760580  -0.2987055    4.5879392
#> 
#> $MYS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3360629 0.3266208  -0.1324134    0.7731744
#> lag1_var2 -0.2816513 1.3214220  -2.2645813    1.3949909
#> lag1_var3  0.2313929 2.2301463  -3.1401762    3.0285580
#> lag1_var4  0.6640738 2.1111466  -1.9609953    3.8713837
#> const     -2.7101321 2.7194105  -6.7531649    0.5044627
#> 
#> $MYS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2273788 0.1989128 -0.04412518    0.4608024
#> lag1_var2 -0.2555221 0.8608971 -1.43635131    0.9560096
#> lag1_var3 -0.3263023 1.4351716 -2.33422509    1.6313155
#> lag1_var4  1.2690612 1.3659443 -0.57691747    3.1899107
#> const     -1.9249575 2.0951717 -5.04481865    0.6096305
#> 
#> 
#> 
#> $NAM
#> $NAM$Sigma
#> $NAM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002883637 0.002709467 0.001168262  0.007484298
#> 
#> $NAM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03782021 0.03191229 -0.08835026 -0.006166458
#> Sigma[2,2]  2.13067493 0.39674219  1.58976811  2.748305042
#> 
#> $NAM$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05121126 0.0405339   0.0180794    0.1174445
#> Sigma[3,2] -1.55203769 0.4042253  -2.1799592   -1.0794070
#> Sigma[3,3]  1.72795352 0.5192690   1.2831530    2.5903849
#> 
#> $NAM$Sigma$equation4
#>                  mean        sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0390677 0.0320504  0.01874837   0.09321087
#> Sigma[4,2] -0.4463713 0.3262656 -1.02188510  -0.17384829
#> Sigma[4,3]  1.0894442 0.4456614  0.72527426   1.79969392
#> Sigma[4,4]  1.0747714 0.4146706  0.76432518   1.74120071
#> 
#> 
#> $NAM$A
#> $NAM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.924266372 0.07412880  0.81127214   1.00219518
#> lag1_var2  0.008659204 0.05509522 -0.04630077   0.09587806
#> lag1_var3 -0.005273687 0.08182118 -0.09125588   0.12141210
#> lag1_var4  0.009786409 0.05644847 -0.07520291   0.07502962
#> const      1.258929287 0.34753721  0.92030258   1.80574646
#> 
#> $NAM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1076407  1.235735  -1.3588223     1.797115
#> lag1_var2  1.1951575  1.358806  -0.6971797     2.884499
#> lag1_var3  1.4592090  2.230477  -1.7763503     4.193669
#> lag1_var4 -1.2488974  1.674192  -3.3348060     1.181461
#> const     -1.2795110 10.900573 -14.2129914    13.796248
#> 
#> $NAM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.69713971 0.9928717  -0.7776629     1.984789
#> lag1_var2 -0.28377037 0.9383283  -1.0750992     1.103688
#> lag1_var3  0.04256523 1.4794129  -1.2904328     2.336877
#> lag1_var4  0.56871382 1.0750609  -1.1777006     1.608395
#> const      0.92686699 8.4482410  -9.4402954    12.232869
#> 
#> $NAM$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.853608312 0.6222432  0.09790827    1.7519979
#> lag1_var2 -0.115303529 0.5728029 -0.84681178    0.6396287
#> lag1_var3 -0.008566586 1.0426065 -1.40441235    1.3998105
#> lag1_var4  0.719742168 0.7971334 -0.39832206    1.8266334
#> const     -0.617785904 5.6354875 -8.54644058    6.8793394
#> 
#> 
#> 
#> $NCL
#> $NCL$Sigma
#> $NCL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004935984 9.690934e-05 0.0003547729 0.0006371095
#> 
#> $NCL$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.004862332 0.002970872 -0.008755879 -0.0006883226
#> Sigma[2,2]  0.551099364 0.181901246  0.339935392  0.8282537789
#> 
#> $NCL$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002818051 0.001291565  0.0009606187  0.004313128
#> Sigma[3,2] -0.180830187 0.059192409 -0.2532793274 -0.102841828
#> Sigma[3,3]  0.158907415 0.045836951  0.0971811288  0.228716947
#> 
#> $NCL$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0001167663 0.001420908 -0.002078662  0.001659592
#> Sigma[4,2]  0.1667364964 0.097749793  0.054904238  0.311839110
#> Sigma[4,3]  0.0584840239 0.035028868  0.010778525  0.103823110
#> Sigma[4,4]  0.1798496897 0.059260175  0.111711339  0.253396746
#> 
#> 
#> $NCL$A
#> $NCL$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.92967088 0.01814604  0.909924313  0.960889365
#> lag1_var2 -0.03159450 0.03308490 -0.082917233  0.002813824
#> lag1_var3 -0.03574645 0.05342387 -0.119781214  0.018709551
#> lag1_var4  0.03881188 0.04708322 -0.009959847  0.111821402
#> const      1.54974626 0.15668484  1.303961938  1.756474407
#> 
#> $NCL$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.807561 0.6269600   0.9745866     2.665616
#> lag1_var2 -3.632207 0.8479918  -4.7643533    -2.423315
#> lag1_var3 -7.032558 1.4590724  -8.9469647    -4.957665
#> lag1_var4  6.339545 1.2276329   4.5651944     7.909118
#> const      4.949259 4.2342454  -0.9775042    10.958628
#> 
#> $NCL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3997241 0.3643784  -0.9013998    0.0897980
#> lag1_var2  1.2705090 0.6410315   0.3931282    2.1464764
#> lag1_var3  2.7198801 1.0631497   1.2558320    4.1186484
#> lag1_var4 -1.5978911 0.9312622  -2.8397308   -0.3081689
#> const     -1.4204438 3.0797740  -5.1535301    2.3015181
#> 
#> $NCL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6999284 0.2398934   0.4159971    1.0149648
#> lag1_var2 -1.4641861 0.4021831  -1.9422133   -0.8663715
#> lag1_var3 -2.4631870 0.6774056  -3.2965846   -1.4456387
#> lag1_var4  3.1622515 0.5752085   2.2962642    3.8550064
#> const      1.2893099 2.5651420  -1.5939172    5.1151164
#> 
#> 
#> 
#> $NER
#> $NER$Sigma
#> $NER$Sigma$equation1
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001964307 0.00068197 0.001233747  0.003120693
#> 
#> $NER$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0007818071 0.003681857 -0.004477574   0.00536432
#> Sigma[2,2] 0.1739069119 0.022879920  0.151923320   0.21452649
#> 
#> $NER$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.005111869 0.008393648  -0.0186562   0.00309884
#> Sigma[3,2] -0.185548270 0.051263593  -0.2602633  -0.12488531
#> Sigma[3,3]  0.985387847 0.163750966   0.7701916   1.19680445
#> 
#> $NER$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.004605649 0.006445487  -0.0149141  0.002018725
#> Sigma[4,2] -0.049432363 0.057116113  -0.1306106  0.020446668
#> Sigma[4,3]  0.844389309 0.143491752   0.6519538  1.023344852
#> Sigma[4,4]  0.810026286 0.128585993   0.6372803  0.971796354
#> 
#> 
#> $NER$A
#> $NER$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96689272 0.01587339  0.94094460   0.98345794
#> lag1_var2  0.02581309 0.08627588 -0.04578993   0.17697024
#> lag1_var3  0.05029211 0.11022520 -0.03931884   0.23039840
#> lag1_var4 -0.05474420 0.10877630 -0.23453976   0.03204481
#> const      1.16012305 0.24863955  0.75648394   1.43694456
#> 
#> $NER$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2984462 0.1505163  -0.4701606  -0.08390642
#> lag1_var2  0.8995507 1.3283539  -0.9556193   2.67695165
#> lag1_var3  0.4516365 1.6662243  -1.7554817   2.75418571
#> lag1_var4 -0.3957352 1.6580120  -2.6632567   1.80821992
#> const      2.9858085 2.4150299  -0.4421866   6.18361384
#> 
#> $NER$A$equation3
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  5.348163e-01 0.2105056    0.244847    0.8071921
#> lag1_var2 -2.444720e-01 2.6922936   -3.300168    3.5218122
#> lag1_var3  8.400412e-06 3.4978676   -3.793321    5.0117942
#> lag1_var4  8.519153e-01 3.4694959   -4.117799    4.6390598
#> const     -1.301970e+00 6.5041631  -10.290075    7.2147739
#> 
#> $NER$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.30755074 0.2227111  0.05378732    0.6453349
#> lag1_var2 -0.02055982 2.8792668 -3.92081271    4.2067686
#> lag1_var3 -0.26319900 3.6534604 -4.96468942    5.3929384
#> lag1_var4  1.16151907 3.6447040 -4.46123615    5.8984787
#> const      0.68389206 5.9819113 -6.90309467    9.1419904
#> 
#> 
#> 
#> $NGA
#> $NGA$Sigma
#> $NGA$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002744257 0.004296668 0.001041504  0.009147656
#> 
#> $NGA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004033399 0.001670513 -0.005957969 -0.001641975
#> Sigma[2,2]  0.103812335 0.023320075  0.071315176  0.135424973
#> 
#> $NGA$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0002435818 0.005516518 -0.009119252  0.006037749
#> Sigma[3,2] -0.1645405842 0.045581914 -0.217868041 -0.091945622
#> Sigma[3,3]  0.4181326374 0.111160657  0.281190210  0.569143041
#> 
#> $NGA$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.003658065 0.005273576 -0.01240812   0.00282877
#> Sigma[4,2] -0.084502122 0.030557644 -0.11424026  -0.03614818
#> Sigma[4,3]  0.298508185 0.085534638  0.20180857   0.42247904
#> Sigma[4,4]  0.240998262 0.070628101  0.15961747   0.34602679
#> 
#> 
#> $NGA$A
#> $NGA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98372229 0.01373551   0.9683328   1.00565751
#> lag1_var2 -0.08463737 0.30856157  -0.5902924   0.08150153
#> lag1_var3 -0.07860738 0.40527431  -0.7427282   0.15893515
#> lag1_var4  0.06764903 0.40246298  -0.1706039   0.72479000
#> const      1.44627016 0.28134724   1.0368620   1.73732923
#> 
#> $NGA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01525064 0.1184932  -0.1371909    0.1784194
#> lag1_var2  0.13812244 0.9394461  -1.0578652    1.3062514
#> lag1_var3 -0.90097192 1.1572879  -2.3844574    0.5411523
#> lag1_var4  0.89477001 1.1372388  -0.5298275    2.3517362
#> const      0.58575384 1.9142027  -1.9501508    3.1361857
#> 
#> $NGA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02472734 0.3124197  -0.3438334    0.4680894
#> lag1_var2  1.04635944 1.5692470  -0.9690423    3.0182964
#> lag1_var3  2.07992785 1.8415690  -0.3374436    4.5341931
#> lag1_var4 -1.12288407 1.7962849  -3.5141067    1.2449510
#> const      2.19674253 4.8334701  -3.5911725    9.9269997
#> 
#> $NGA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.02337401 0.2358620  -0.2407811    0.3649273
#> lag1_var2 0.69990811 0.9500904  -0.5647399    1.8784155
#> lag1_var3 0.78241051 1.0892167  -0.6600188    2.1587644
#> lag1_var4 0.17884072 1.0513222  -1.1574611    1.5960900
#> const     2.28474900 3.9155498  -2.8348585    8.4332748
#> 
#> 
#> 
#> $NIC
#> $NIC$Sigma
#> $NIC$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007809407 0.0001487475 0.0005637266 0.0009582353
#> 
#> $NIC$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0119937 0.002969554  -0.0170969 -0.009021649
#> Sigma[2,2]  0.4508701 0.085725104   0.3646750  0.575179998
#> 
#> $NIC$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01130544 0.002535873  0.00861754   0.01518576
#> Sigma[3,2] -0.31058182 0.068693423 -0.42258896  -0.23944392
#> Sigma[3,3]  0.27635310 0.067082940  0.20864555   0.38682840
#> 
#> $NIC$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003884075 0.001257542  0.002533913  0.005782267
#> Sigma[4,2] -0.024516249 0.035661263 -0.071364833  0.028675935
#> Sigma[4,3]  0.083250362 0.034285733  0.042100001  0.137397181
#> Sigma[4,4]  0.072131607 0.018130309  0.053190008  0.102595445
#> 
#> 
#> $NIC$A
#> $NIC$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9608084 0.02242242  0.93386167   0.99436994
#> lag1_var2 -0.1166964 0.06013970 -0.20656277  -0.03922107
#> lag1_var3 -0.1894913 0.09367327 -0.32933163  -0.06671443
#> lag1_var4  0.1811180 0.08495350  0.06877341   0.30770810
#> const      1.4516507 0.12910322  1.25262852   1.59628554
#> 
#> $NIC$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4473050 0.6715172  -0.4009014     1.342417
#> lag1_var2  0.2862008 1.7723527  -2.1071494     2.695050
#> lag1_var3 -0.5616657 2.8046199  -4.3093454     3.260026
#> lag1_var4  0.3645626 2.5690177  -3.1639453     3.750671
#> const      4.1859597 3.1386980  -0.5320235     8.056583
#> 
#> $NIC$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1413802 0.6112513  -0.7761625    0.9177422
#> lag1_var2 -0.7202029 1.6188881  -2.8610738    1.4598612
#> lag1_var3 -0.5626286 2.6015360  -3.9924679    3.0063089
#> lag1_var4  1.5108469 2.3786992  -1.7377896    4.6354723
#> const     -1.2521460 3.0412108  -4.6554986    3.3308398
#> 
#> $NIC$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4402243 0.2478480  0.05918888    0.7568603
#> lag1_var2 -1.1518074 0.7331765 -2.21173240   -0.1545662
#> lag1_var3 -1.8912029 1.2409174 -3.67223345   -0.1782926
#> lag1_var4  2.7135214 1.1493989  1.13631585    4.3775823
#> const      1.1022167 1.7024024 -0.86812355    3.7141513
#> 
#> 
#> 
#> $NLD
#> $NLD$Sigma
#> $NLD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004515418 7.675352e-05 0.0003308178 0.0005315538
#> 
#> $NLD$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007246246 0.00288405  -0.0112921 -0.003604419
#> Sigma[2,2]  0.614282815 0.11008115   0.4684343  0.759881190
#> 
#> $NLD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006404056 0.002672333  0.003237485   0.01025231
#> Sigma[3,2] -0.503203994 0.091964859 -0.621928252  -0.37663854
#> Sigma[3,3]  0.477080985 0.089970160  0.370117710   0.59522107
#> 
#> $NLD$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001641687 0.001258908  0.0001866183   0.00339888
#> Sigma[4,2] -0.097421240 0.036975569 -0.1483496583  -0.05253121
#> Sigma[4,3]  0.147699457 0.044525152  0.0921601591   0.20716562
#> Sigma[4,4]  0.086700177 0.024602469  0.0532880185   0.11936437
#> 
#> 
#> $NLD$A
#> $NLD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96268270 0.01193632  0.94423403  0.977522936
#> lag1_var2 -0.05852339 0.05371722 -0.13522387  0.005426686
#> lag1_var3 -0.08715327 0.07977289 -0.20041716  0.009740643
#> lag1_var4  0.08085562 0.07827873 -0.01561368  0.192089081
#> const      1.46049900 0.24451134  1.18874114  1.786605996
#> 
#> $NLD$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1254097 0.5675446  -0.6239229    0.8671286
#> lag1_var2 -1.8268067 3.0627100  -7.0230147    0.8186609
#> lag1_var3 -4.0751234 4.6170742 -11.9122620   -0.2077656
#> lag1_var4  4.0043802 4.4270788   0.2832838   11.5444605
#> const      1.7397050 3.9733938  -3.0694536    8.0341533
#> 
#> $NLD$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08833346 0.5549496  -0.8632743    0.6557550
#> lag1_var2  2.99882684 3.2317764  -0.3149905    8.4690125
#> lag1_var3  5.39081251 4.9177999   0.3224272   13.6935009
#> lag1_var4 -4.36695154 4.7240967 -12.3750025    0.4005792
#> const      0.56171219 3.8459200  -5.0517190    5.0097005
#> 
#> $NLD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01505398 0.2033185  -0.3165053    0.2545839
#> lag1_var2  1.39274294 1.6682964  -0.7340517    4.0573675
#> lag1_var3  2.09276328 2.5413839  -1.1280431    6.1530521
#> lag1_var4 -1.10731498 2.4702371  -5.0689120    2.0007497
#> const      1.42391904 2.0011755  -1.8316031    3.5771595
#> 
#> 
#> 
#> $NOR
#> $NOR$Sigma
#> $NOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002098221 5.926027e-05 0.0001544263 0.0003130244
#> 
#> $NOR$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001988948 0.0005169614 -0.002799918 -0.001523005
#> Sigma[2,2]  0.242365868 0.0485581790  0.185005795  0.310058403
#> 
#> $NOR$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001583581 0.0008474049  0.0006140864   0.00271045
#> Sigma[3,2] -0.186690661 0.0418486680 -0.2272346227  -0.11828938
#> Sigma[3,3]  0.228838332 0.0494044896  0.1456489508   0.28215445
#> 
#> $NOR$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0002997626 0.0009738947 -0.0008801361  0.001566494
#> Sigma[4,2] -0.0293350201 0.0229702707 -0.0557196521  0.003793597
#> Sigma[4,3]  0.1105899506 0.0289698610  0.0685481430  0.141805028
#> Sigma[4,4]  0.0948283833 0.0221598656  0.0664404619  0.122794796
#> 
#> 
#> $NOR$A
#> $NOR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95844971 0.01281264   0.9387745   0.97424914
#> lag1_var2 -0.08950516 0.02890699  -0.1227705  -0.04736032
#> lag1_var3 -0.14793757 0.04614011  -0.2024074  -0.07967098
#> lag1_var4  0.14159654 0.04455259   0.0739715   0.19446593
#> const      1.51085463 0.17621675   1.3520604   1.80139172
#> 
#> $NOR$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.1997805 0.331213  -0.3214307    0.5358489
#> lag1_var2  1.9417635 1.157434   0.3095473    3.4100279
#> lag1_var3  2.1019148 1.840049  -0.5534575    4.3189589
#> lag1_var4 -2.2042385 1.762750  -4.3720757    0.3839749
#> const      3.1966539 3.733460  -2.2899754    6.8465054
#> 
#> $NOR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3119531 0.3027832  -0.6266358    0.1215882
#> lag1_var2  0.4155141 0.6536591  -0.5450465    1.3345764
#> lag1_var3  0.9761277 1.1088840  -0.4926129    2.6161041
#> lag1_var4  0.1302945 1.0590101  -1.4420398    1.4587293
#> const     -0.3469001 4.4191128  -5.2968666    6.2844506
#> 
#> $NOR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1913863 0.1348262  -0.3886228  -0.05443681
#> lag1_var2  1.2173480 0.4838396   0.6985856   1.91392555
#> lag1_var3  1.6293440 0.7917553   0.7708660   2.77519009
#> lag1_var4 -0.5803187 0.7690056  -1.6984932   0.25591396
#> const      1.3767538 2.7934880  -2.5324000   5.03190633
#> 
#> 
#> 
#> $NPL
#> $NPL$Sigma
#> $NPL$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004943989 5.74884e-05 0.0004284643 0.0005898099
#> 
#> $NPL$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004908725 0.00200764 -0.007864223 -0.002380827
#> Sigma[2,2]  0.212638304 0.02332360  0.186874154  0.247802048
#> 
#> $NPL$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001708792 0.0009053707  0.0004902721  0.002899114
#> Sigma[3,2] -0.102017554 0.0134596545 -0.1240842668 -0.088771802
#> Sigma[3,3]  0.064311125 0.0124046436  0.0494039698  0.084294521
#> 
#> $NPL$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.000227453 0.000663102 -0.001063901  0.0008010144
#> Sigma[4,2] -0.019487812 0.012552170 -0.037099734 -0.0014345630
#> Sigma[4,3]  0.025734494 0.008179883  0.015506014  0.0377950350
#> Sigma[4,4]  0.019406731 0.004271344  0.013772935  0.0247645492
#> 
#> 
#> $NPL$A
#> $NPL$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.96507766 0.009807621  0.95510458   0.98108819
#> lag1_var2 -0.01659937 0.036011108 -0.08060729   0.01702765
#> lag1_var3 -0.05193135 0.087188322 -0.20488466   0.03448346
#> lag1_var4  0.03544013 0.081155658 -0.04664806   0.17718333
#> const      1.48893311 0.182650994  1.27202282   1.75888695
#> 
#> $NPL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5591340 0.1230318  0.45593927  0.755598014
#> lag1_var2 -0.5645279 0.5062835 -1.27724465  0.078613995
#> lag1_var3 -1.7383349 1.2697175 -3.40798876 -0.003153577
#> lag1_var4  1.6063896 1.1990428 -0.04596913  3.176558478
#> const      1.3198651 1.9180051 -1.45702152  3.599903137
#> 
#> $NPL$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2904596 0.08087115  -0.4155869   -0.1916430
#> lag1_var2  0.8193246 0.25711143   0.4896831    1.2114942
#> lag1_var3  2.0104552 0.62194970   1.1522438    2.9903428
#> lag1_var4 -0.9398312 0.58145434  -1.8416967   -0.1145766
#> const     -0.4279718 0.82959818  -1.4953878    0.6172254
#> 
#> $NPL$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09686328 0.05434721 -0.17799814  -0.02873682
#> lag1_var2  0.32902680 0.20725011  0.09321055   0.63711345
#> lag1_var3  0.63887536 0.48704425  0.09867252   1.36668040
#> lag1_var4  0.40027261 0.45369619 -0.27470248   0.91052737
#> const     -0.10429177 0.62373137 -0.91211003   0.68232007
#> 
#> 
#> 
#> $NZL
#> $NZL$Sigma
#> $NZL$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001273444 0.002786758 0.0003209106  0.005325142
#> 
#> $NZL$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01768183 0.02825024 -0.05958062 -0.004530468
#> Sigma[2,2]  0.53334884 0.29201878  0.30763785  0.984145516
#> 
#> $NZL$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.02413819 0.04215012  0.006689508   0.08613668
#> Sigma[3,2] -0.60438963 0.41872014 -1.233683708  -0.34919941
#> Sigma[3,3]  0.82303676 0.63207851  0.504319657   1.76702327
#> 
#> $NZL$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01322271 0.02535417  0.003071677   0.05016429
#> Sigma[4,2] -0.26623951 0.24782026 -0.629743495  -0.13724495
#> Sigma[4,3]  0.44699324 0.38624322  0.280304391   1.02535584
#> Sigma[4,4]  0.28637190 0.24092319  0.187578863   0.65288157
#> 
#> 
#> $NZL$A
#> $NZL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95776712 0.01687249   0.9322388   0.97651362
#> lag1_var2 -0.07761397 0.07432137  -0.1301301   0.05837988
#> lag1_var3 -0.11952222 0.12455003  -0.2010968   0.10831752
#> lag1_var4  0.11372649 0.12077249  -0.1064116   0.19083889
#> const      1.49092312 0.20914075   1.2470267   1.79524194
#> 
#> $NZL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3712688 0.4990972  -0.9532193    0.2296924
#> lag1_var2  1.2658517 1.9684481  -2.1699527    3.2973908
#> lag1_var3  0.6431296 3.2522275  -5.0430263    3.9780866
#> lag1_var4 -0.5078162 3.1364015  -3.6738401    4.9916136
#> const      1.1983367 5.1878056  -4.7597703    8.4199062
#> 
#> $NZL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9355874 0.5384388   0.1902893     1.671092
#> lag1_var2 -1.2621975 2.2416687  -3.3145318     2.718989
#> lag1_var3 -0.9872735 3.7136529  -4.3410906     5.637921
#> lag1_var4  1.6462723 3.6077983  -4.7964303     4.823832
#> const     -1.1469982 6.1287935 -10.4218136     4.596348
#> 
#> $NZL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7069627 0.3051057   0.3054777    1.1083905
#> lag1_var2 -0.9659871 1.2513698  -2.5664790    0.9358775
#> lag1_var3 -1.3700000 2.0554036  -3.9373345    1.8111909
#> lag1_var4  2.1185864 1.9943254  -0.9925585    4.5652759
#> const     -0.7394868 3.6400486  -5.4852641    3.9806242
#> 
#> 
#> 
#> $OMN
#> $OMN$Sigma
#> $OMN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009481924 0.0001760551 0.0006896178  0.001170447
#> 
#> $OMN$Sigma$equation2
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0006935661 0.001808671 -0.00325917  0.001183939
#> Sigma[2,2]  0.1117292588 0.031106423  0.07641931  0.155946101
#> 
#> $OMN$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0163224 0.006544873  0.01016964  0.027122253
#> Sigma[3,2] -0.0767499 0.065274994 -0.17721118 -0.003553462
#> Sigma[3,3]  1.1027665 0.362669174  0.68727388  1.668618940
#> 
#> $OMN$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.016580688 0.00635013  0.01029084   0.02716056
#> Sigma[4,2] -0.002146873 0.06037535 -0.08782464   0.06981122
#> Sigma[4,3]  1.090320405 0.34036485  0.70165768   1.62040517
#> Sigma[4,4]  1.129469013 0.31718773  0.77362026   1.62364139
#> 
#> 
#> $OMN$A
#> $OMN$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9744010 0.0135759   0.9577726   0.99189683
#> lag1_var2 -0.1821845 0.0791037  -0.3155566  -0.09456508
#> lag1_var3 -0.2780860 0.1184987  -0.4749251  -0.15015597
#> lag1_var4  0.2668248 0.1133165   0.1438638   0.45447525
#> const      1.4082711 0.1946392   1.1453912   1.67274354
#> 
#> $OMN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2770999 0.2096035  0.04323855    0.6274542
#> lag1_var2  0.0371511 0.9869400 -1.41531949    1.2128039
#> lag1_var3 -0.7317108 1.5058961 -2.82327635    1.2853431
#> lag1_var4  0.6237700 1.4356901 -1.31072577    2.6240585
#> const      1.7080739 1.7844338 -1.11202698    3.6638714
#> 
#> $OMN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.450368 0.6140289   0.7319215     2.236802
#> lag1_var2  -8.090585 2.9157636 -12.5727101    -4.538240
#> lag1_var3 -12.488726 4.6600097 -19.1299786    -6.560272
#> lag1_var4  12.961817 4.4541989   7.2696644    19.276344
#> const      -3.558652 5.8874537 -13.6027264     2.295479
#> 
#> $OMN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.692813 0.6626874   0.9017279     2.586886
#> lag1_var2  -8.907503 3.0603399 -13.3763723    -5.142648
#> lag1_var3 -14.260649 4.7725329 -20.7802047    -8.117444
#> lag1_var4  14.648030 4.5577630   8.7602692    20.894553
#> const      -2.983142 6.3421023 -13.5125813     2.720143
#> 
#> 
#> 
#> $PAK
#> $PAK$Sigma
#> $PAK$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001999724 0.004457829 0.0004304873  0.008417124
#> 
#> $PAK$Sigma$equation2
#>                   mean        sd   5% quantile 95% quantile
#> Sigma[2,1] 0.006517074 0.0125328 -0.0007651039   0.02615434
#> Sigma[2,2] 0.551498117 0.1264162  0.3719905035   0.72261132
#> 
#> $PAK$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.002018927 0.001175665 -0.003640153 -0.0005039845
#> Sigma[3,2] -0.191961691 0.058032427 -0.265903600 -0.1135498980
#> Sigma[3,3]  0.219088002 0.054920156  0.166781215  0.3093035515
#> 
#> $PAK$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.001373046 0.005811106 -0.001754361   0.01023161
#> Sigma[4,2] 0.093024472 0.047485684  0.036382127   0.15927752
#> Sigma[4,3] 0.123582629 0.035070462  0.083718498   0.17572794
#> Sigma[4,4] 0.175575362 0.040489989  0.138343897   0.22956042
#> 
#> 
#> $PAK$A
#> $PAK$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95897520 0.05311893   0.9206255   1.03940919
#> lag1_var2 -0.06076415 0.13898339  -0.2728711   0.06933053
#> lag1_var3 -0.12667308 0.26773460  -0.5350929   0.12293927
#> lag1_var4  0.12323520 0.24699363  -0.1177987   0.49775321
#> const      1.27836257 0.23110656   0.9072238   1.53823951
#> 
#> $PAK$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.80195663 0.2901281   0.5100104    1.2564570
#> lag1_var2  0.87061120 1.9721043  -1.9312577    3.4840457
#> lag1_var3 -0.24292164 3.8848233  -5.7337911    4.7986211
#> lag1_var4 -0.08625935 3.8174079  -5.1358465    5.1688213
#> const     -4.07859794 3.8744650  -9.2199555    0.5507697
#> 
#> $PAK$A$equation3
#>                   mean       sd 5% quantile 95% quantile
#> lag1_var1  0.418192691 0.277841  0.01655536    0.7012345
#> lag1_var2 -0.083305333 1.468122 -1.60245378    2.2884570
#> lag1_var3  0.749855448 2.859629 -2.26726558    5.3385843
#> lag1_var4 -0.001701344 2.761089 -4.45574263    2.8727809
#> const      1.729368883 2.289137 -1.66965640    4.1100004
#> 
#> $PAK$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.84480761 0.2722792   0.4153805     1.186192
#> lag1_var2  0.02169891 1.1350796  -1.0108721     1.798063
#> lag1_var3 -0.04792665 2.1673857  -1.9889196     3.359194
#> lag1_var4  0.62416279 2.1220267  -2.7488710     2.567662
#> const     -0.61065999 3.2657507  -4.7479241     4.113294
#> 
#> 
#> 
#> $PAN
#> $PAN$Sigma
#> $PAN$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003057235 0.0004902724 0.002533396  0.003782276
#> 
#> $PAN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06663795 0.01616803  -0.0931042  -0.05167332
#> Sigma[2,2]  2.20112129 0.49873807   1.7348604   2.93712239
#> 
#> $PAN$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05892487 0.01558187  0.03759846   0.07975835
#> Sigma[3,2] -1.56951231 0.39379652 -2.13833198  -1.07940289
#> Sigma[3,3]  1.96585224 0.52172055  1.54435004   2.90822708
#> 
#> $PAN$Sigma$equation4
#>                   mean        sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01603824 0.0130208  0.001876745   0.03837784
#> Sigma[4,2] -0.11358086 0.2673262 -0.537791866   0.21289813
#> Sigma[4,3]  0.99658350 0.4220646  0.606024774   1.73646715
#> Sigma[4,4]  0.99711392 0.3458875  0.589020607   1.49753908
#> 
#> 
#> $PAN$A
#> $PAN$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0151852 0.02672876   0.9878276    1.0621266
#> lag1_var2 -0.2027377 0.07159093  -0.3129536   -0.1139998
#> lag1_var3 -0.3147893 0.10811793  -0.4829892   -0.1783535
#> lag1_var4  0.2880836 0.09919378   0.1624764    0.4419523
#> const      1.4032267 0.36779373   0.9237202    1.9475719
#> 
#> $PAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2886324 0.7819208   -1.610728    0.5204958
#> lag1_var2  0.9374706 1.7851913   -1.868960    2.8537920
#> lag1_var3  0.4282058 2.7080251   -3.782029    3.4304766
#> lag1_var4 -0.2517272 2.5271844   -3.221268    3.7002005
#> const     -2.2675898 7.2941209  -13.474518    5.4689808
#> 
#> $PAN$A$equation3
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1  1.49732055 0.718333   0.4998776     2.422935
#> lag1_var2 -0.37727468 2.279370  -2.7857309     3.421443
#> lag1_var3  0.47237680 3.516805  -3.3090656     6.246811
#> lag1_var4 -0.07815071 3.240628  -5.4450712     3.510229
#> const      2.91099909 7.543706  -6.3218940    12.925492
#> 
#> $PAN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.39272848 0.4447677   0.6448558     1.855588
#> lag1_var2 -0.29923448 1.4873755  -2.3396138     1.786317
#> lag1_var3 -0.02550792 2.2822245  -3.0976161     3.185702
#> lag1_var4  0.51549539 2.0880983  -2.4397072     3.378797
#> const      0.79794764 5.2183977  -5.2593146     8.149686
#> 
#> 
#> 
#> $PER
#> $PER$Sigma
#> $PER$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001326872 0.0002520075 0.0009454824  0.001635397
#> 
#> $PER$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01571176 0.003674654 -0.02059131  -0.01021684
#> Sigma[2,2]  0.39712103 0.068677350  0.30297867   0.48978193
#> 
#> $PER$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04108529 0.007477651   0.0300572   0.05066668
#> Sigma[3,2] -1.02438919 0.182727750  -1.2824266  -0.79946060
#> Sigma[3,3]  3.90541721 0.803264493   2.9621340   5.06676564
#> 
#> $PER$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03155381 0.006456596  0.02371483   0.04135274
#> Sigma[4,2] -0.77672319 0.162369980 -1.00128199  -0.57435755
#> Sigma[4,3]  3.31956602 0.721026924  2.48474584   4.34532646
#> Sigma[4,4]  2.89090364 0.644825656  2.15199267   3.79997879
#> 
#> 
#> $PER$A
#> $PER$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94099414 0.01961075  0.90868490   0.96443856
#> lag1_var2 -0.05607727 0.09654886 -0.19577372   0.06372123
#> lag1_var3 -0.11018758 0.14073146 -0.31815507   0.06104157
#> lag1_var4  0.10939520 0.13375924 -0.05291382   0.30790060
#> const      1.51046149 0.27600419  1.15708745   1.91485971
#> 
#> $PER$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4557920 0.3638091 -0.01894073    0.8950582
#> lag1_var2 -0.3498521 1.7750131 -2.40194887    2.3290671
#> lag1_var3 -0.9247515 2.6438221 -4.13426943    2.9442695
#> lag1_var4  0.8280344 2.5152722 -2.84947718    3.8720851
#> const     -1.7082034 3.8899131 -6.76418799    3.8593828
#> 
#> $PER$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7079761  1.027607   -2.162717    0.6469287
#> lag1_var2  1.5643560  4.203377   -3.172206    8.6466280
#> lag1_var3  1.1762688  6.344888   -5.711398   11.9368918
#> lag1_var4 -0.1462640  6.034825  -10.378785    6.3904536
#> const     10.1245752 11.363300   -6.108903   24.6626839
#> 
#> $PER$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4099006 0.8633795   -1.612199    0.6824932
#> lag1_var2  0.7991887 3.4609547   -2.262611    6.9079460
#> lag1_var3 -0.2862403 5.2253765   -4.772935    9.0481415
#> lag1_var4  1.2558920 4.9711860   -7.629766    5.5044236
#> const      8.7475725 9.5569066   -4.074605   22.3355617
#> 
#> 
#> 
#> $PHL
#> $PHL$Sigma
#> $PHL$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001177973 0.0003198041 0.0008714402  0.001687289
#> 
#> $PHL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004069378 0.002321836 -0.006812097 -0.001023184
#> Sigma[2,2]  0.093308518 0.034243834  0.056306628  0.150729903
#> 
#> $PHL$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02114389 0.007845297  0.01395547   0.03349443
#> Sigma[3,2] -0.12859833 0.063559695 -0.21845314  -0.05111853
#> Sigma[3,3]  1.07552272 0.305768518  0.75893524   1.58149191
#> 
#> $PHL$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01921826 0.007450753  0.01197998  0.030513212
#> Sigma[4,2] -0.07544884 0.053953846 -0.14700061 -0.005065182
#> Sigma[4,3]  1.02745717 0.287546580  0.72945266  1.496939302
#> Sigma[4,4]  1.01045229 0.273579718  0.71984414  1.451037249
#> 
#> 
#> $PHL$A
#> $PHL$A$equation1
#>                 mean          sd 5% quantile 95% quantile
#> lag1_var1  0.9918754 0.008220257   0.9815132    1.0040487
#> lag1_var2 -0.2319284 0.081218949  -0.3457583   -0.1252409
#> lag1_var3 -0.3886496 0.140982300  -0.5964825   -0.2209025
#> lag1_var4  0.3724058 0.137687997   0.2075870    0.5746123
#> const      1.2292137 0.299160234   0.8207578    1.6396149
#> 
#> $PHL$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1247080 0.09548892  -0.2308104   0.01533791
#> lag1_var2  0.9359746 0.80713205  -0.1949172   1.99436838
#> lag1_var3  0.2117370 1.30206099  -1.5341243   2.04647964
#> lag1_var4 -0.1955326 1.26132632  -1.9596464   1.50105878
#> const      2.8462095 2.21432331   0.1842218   5.40699547
#> 
#> $PHL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6386572 0.4206753   0.1901268    1.2965958
#> lag1_var2  4.7078990 2.9520295   1.1802118    8.6771937
#> lag1_var3  6.1785825 5.1423813  -0.1003007   13.3543915
#> lag1_var4 -5.5013360 5.0373099 -12.4952364    0.5952555
#> const     -2.2294204 7.8478867 -11.9430841    8.1864112
#> 
#> $PHL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5721301 0.4096734   0.1776549     1.240454
#> lag1_var2  5.0095229 3.1127237   0.9341469     9.351410
#> lag1_var3  5.8028869 5.3550278  -0.5278619    13.581379
#> lag1_var4 -5.1144750 5.2494486 -12.6996733     1.160946
#> const     -0.9520407 7.1796807  -9.3952205     8.438057
#> 
#> 
#> 
#> $PNG
#> $PNG$Sigma
#> $PNG$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003580464 0.003554041 0.001874959  0.008963484
#> 
#> $PNG$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004928525 0.002325386 -0.008796182 -0.002707277
#> Sigma[2,2]  0.024587765 0.007008666  0.017053259  0.035970377
#> 
#> $PNG$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002405822 0.005297334 -0.0006357097  0.010801693
#> Sigma[3,2] -0.001763784 0.004572090 -0.0074149979  0.004737804
#> Sigma[3,3]  0.041684570 0.010468527  0.0287512577  0.056234533
#> 
#> $PNG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 1.833249e-05 0.004433845 -0.002490038  0.006806345
#> Sigma[4,2] 1.070055e-02 0.005169722  0.005936935  0.020161392
#> Sigma[4,3] 4.199551e-02 0.010965627  0.028984416  0.056954559
#> Sigma[4,4] 4.870973e-02 0.013049086  0.034102224  0.066987300
#> 
#> 
#> $PNG$A
#> $PNG$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9324657 0.04740641   0.8614465   0.97279476
#> lag1_var2 -0.2187262 0.30917208  -0.7011830   0.06877567
#> lag1_var3 -0.3122168 0.50901093  -1.0786348   0.22787864
#> lag1_var4  0.3187488 0.49309721  -0.1887100   1.06699824
#> const      1.4633322 0.34196063   1.1117851   2.01026365
#> 
#> $PNG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.10453149 0.1769979  -0.1153210    0.3526500
#> lag1_var2  0.71924307 0.6590809  -0.2746838    1.5826579
#> lag1_var3 -0.07114615 1.2741044  -2.0509716    1.5857308
#> lag1_var4  0.03050512 1.2019664  -1.5475799    1.8885516
#> const      0.18551816 0.5536952  -0.5149569    0.9863581
#> 
#> $PNG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2259500 0.1062428  0.08988001    0.3859743
#> lag1_var2 -0.1786001 0.5846052 -0.95221393    0.6916302
#> lag1_var3  0.1911862 1.0794838 -1.08073404    1.8007236
#> lag1_var4  0.7305657 1.0414430 -0.80948642    2.0012537
#> const     -1.8968553 1.6753057 -4.35194802    0.5019764
#> 
#> $PNG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2794106 0.1756967  0.07177316    0.5079120
#> lag1_var2 -0.1957937 0.6093154 -0.81449317    0.8596618
#> lag1_var3 -0.5972315 1.1547950 -1.95380940    1.3468899
#> lag1_var4  1.5048452 1.0859469 -0.32712962    2.7554812
#> const     -2.1371983 1.8703459 -4.91655356    0.4084992
#> 
#> 
#> 
#> $POL
#> $POL$Sigma
#> $POL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006353882 0.0002427619 0.0004076496  0.001046917
#> 
#> $POL$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02246451 0.01143835 -0.04000155  -0.01109638
#> Sigma[2,2]  2.75445306 0.93880021  1.93879713   4.11631884
#> 
#> $POL$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01364037 0.006444468  0.006387625   0.02272886
#> Sigma[3,2] -1.50785050 0.541991488 -2.330241184  -1.01512475
#> Sigma[3,3]  0.96937528 0.316282677  0.646293094   1.47021038
#> 
#> $POL$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.0008603332 0.001742517 -0.0009578428   0.00389839
#> Sigma[4,2] 0.0343438811 0.090522162 -0.0864327475   0.14908156
#> Sigma[4,3] 0.1403606899 0.072340717  0.0506326847   0.24022198
#> Sigma[4,4] 0.1777902952 0.045771189  0.1234040196   0.24489873
#> 
#> 
#> $POL$A
#> $POL$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9513703870 0.01786698  0.92246539   0.97017619
#> lag1_var2 -0.0003161579 0.04249835 -0.05683418   0.05560784
#> lag1_var3  0.0032117098 0.07629385 -0.09816252   0.10388664
#> lag1_var4 -0.0051037724 0.06960173 -0.09377543   0.08760091
#> const      1.4630888788 0.23508991  1.13987403   1.78995933
#> 
#> $POL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1445403  1.258998   -1.337891     1.986503
#> lag1_var2  0.2440528  2.357101   -3.329678     3.549676
#> lag1_var3 -1.3550416  4.236057   -7.773499     4.609914
#> lag1_var4  1.2105288  3.814910   -4.096375     7.020490
#> const      3.9019592 16.998150  -16.536909    30.315975
#> 
#> $POL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5017700 0.5984745  -0.2924734     1.283536
#> lag1_var2 -0.4985067 1.3871695  -2.5053997     1.035354
#> lag1_var3  0.1641720 2.4817820  -3.4505009     2.904348
#> lag1_var4  0.6475525 2.2358869  -1.8379349     3.855150
#> const     -2.2013083 8.7272649 -15.4242068     8.737656
#> 
#> $POL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6290279 0.2751237   0.1715758    0.9130407
#> lag1_var2 -0.9227178 0.7807121  -1.8554030    0.2876495
#> lag1_var3 -1.5907706 1.3770540  -3.2255502    0.5426208
#> lag1_var4  2.3072023 1.2483951   0.3872575    3.8046158
#> const     -0.4130439 2.6862108  -3.9945715    2.9569261
#> 
#> 
#> 
#> $PRI
#> $PRI$Sigma
#> $PRI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005391104 0.0001002841 0.0004050523 0.0006658363
#> 
#> $PRI$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009454548 0.00341825 -0.01382951 -0.004903083
#> Sigma[2,2]  1.468889055 0.27923726  1.02862511  1.855857027
#> 
#> $PRI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007494456 0.002571606  0.003645234   0.01079236
#> Sigma[3,2] -0.766694849 0.209281881 -1.075732912  -0.48655643
#> Sigma[3,3]  0.799641366 0.200529685  0.572997681   1.08874326
#> 
#> $PRI$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003602442 0.002253312 -0.0001844944  0.005802163
#> Sigma[4,2] -0.129309109 0.159769739 -0.3722721664  0.066338673
#> Sigma[4,3]  0.528796025 0.132449983  0.3737684046  0.721403613
#> Sigma[4,4]  0.546553690 0.095571792  0.4283811439  0.688304521
#> 
#> 
#> $PRI$A
#> $PRI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94137684 0.01465567  0.92214155   0.96256192
#> lag1_var2 -0.01925255 0.02389442 -0.05579736   0.01304067
#> lag1_var3 -0.04543354 0.05542857 -0.12964876   0.03194335
#> lag1_var4  0.04431616 0.04915651 -0.02407050   0.11890171
#> const      1.53498780 0.22821915  1.16813131   1.76636545
#> 
#> $PRI$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.060408 0.5960167   -1.950566   -0.4010045
#> lag1_var2  3.117820 1.0130935    1.936716    4.5793036
#> lag1_var3  5.317624 2.3303734    2.618687    8.7595161
#> lag1_var4 -4.609913 2.0406958   -7.617243   -2.2434582
#> const     -1.941971 6.7742626   -9.941003    7.7725214
#> 
#> $PRI$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.125085 0.4150537   0.6118461     1.701109
#> lag1_var2 -2.328210 0.5581334  -3.1713119    -1.685758
#> lag1_var3 -4.472857 1.3043649  -6.3780288    -2.902065
#> lag1_var4  4.766615 1.1677158   3.3539250     6.483804
#> const      1.645793 5.8557561  -5.8863079     9.267471
#> 
#> $PRI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6916614 0.3598354   0.1784161     1.133570
#> lag1_var2 -1.4233995 0.4215999  -2.0063513    -0.933819
#> lag1_var3 -3.1754574 0.9687249  -4.4749033    -2.009383
#> lag1_var4  3.7684963 0.8683583   2.7584456     4.937524
#> const      0.5742755 5.8649847  -6.4054132     9.343679
#> 
#> 
#> 
#> $PRK
#> $PRK$Sigma
#> $PRK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006257348 0.0002629232 0.0004015568   0.00107134
#> 
#> $PRK$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -9.539398e-05 0.001115761 -0.002010051 0.0006691198
#> Sigma[2,2]  9.577338e-03 0.006734995  0.004488353 0.0221111905
#> 
#> $PRK$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.000703907 0.001351215 -0.001693767  0.001891243
#> Sigma[3,2] -0.021238117 0.012043090 -0.039489185 -0.008033182
#> Sigma[3,3]  0.160337600 0.026270637  0.124322643  0.194113856
#> 
#> $PRK$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0006631224 0.001453166 -0.001345217  0.002109595
#> Sigma[4,2] -0.0141801801 0.008482861 -0.027422934 -0.004797337
#> Sigma[4,3]  0.1477307526 0.019112400  0.121492026  0.173363630
#> Sigma[4,4]  0.1404802303 0.016399160  0.121158215  0.165648900
#> 
#> 
#> $PRK$A
#> $PRK$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9483268 0.01992262   0.9287950   0.98083957
#> lag1_var2 -0.1728133 0.09474004  -0.2956475  -0.05627063
#> lag1_var3 -0.3045495 0.11185963  -0.4455038  -0.15467366
#> lag1_var4  0.2965491 0.10845770   0.1505636   0.43209705
#> const      1.6053731 0.20003635   1.3294278   1.89417949
#> 
#> $PRK$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.06298124 0.08457875 -0.16559073   0.06636432
#> lag1_var2  0.12013291 0.42258485 -0.52745628   0.65858408
#> lag1_var3 -0.81411714 0.49079007 -1.55892344  -0.19995578
#> lag1_var4  0.83078920 0.47553058  0.23595334   1.54909358
#> const      0.83799678 0.59578898  0.01605538   1.77946401
#> 
#> $PRK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5251453 0.2822032   0.1339388    0.9348068
#> lag1_var2  1.0585988 1.6363643  -0.6102063    3.4410308
#> lag1_var3  1.9937966 2.1355327  -0.2206383    5.2417468
#> lag1_var4 -1.1381732 2.1016825  -4.3410237    1.0345829
#> const     -1.3089007 2.4556177  -4.8002637    1.7298734
#> 
#> $PRK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4755344 0.2466322    0.117279    0.8175085
#> lag1_var2  0.7002549 1.4522959   -0.775915    2.7674877
#> lag1_var3  0.7677866 1.9418674   -1.350234    3.6599371
#> lag1_var4  0.1065194 1.9127920   -2.753700    2.1864874
#> const     -1.0841845 2.3445702   -4.224753    1.7013362
#> 
#> 
#> 
#> $PRT
#> $PRT$Sigma
#> $PRT$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0009499195 0.0001730749 0.000740156  0.001238699
#> 
#> $PRT$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01768499 0.00568465 -0.02582033  -0.01043231
#> Sigma[2,2]  1.04691229 0.29983418  0.72751884   1.55542525
#> 
#> $PRT$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01938881 0.005512953  0.01221334   0.02692938
#> Sigma[3,2] -0.77724968 0.214770667 -1.09213632  -0.52896760
#> Sigma[3,3]  0.95959748 0.226155932  0.73587934   1.33141127
#> 
#> $PRT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.009530546 0.004357108  0.003169405   0.01471008
#> Sigma[4,2] -0.163188786 0.105043297 -0.331547084  -0.04286844
#> Sigma[4,3]  0.530407999 0.149553541  0.323318864   0.74391670
#> Sigma[4,4]  0.463735367 0.149703602  0.295249096   0.69397505
#> 
#> 
#> $PRT$A
#> $PRT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93859451 0.02306636  0.91306495    0.9717340
#> lag1_var2  0.05254933 0.07404923 -0.05051456    0.1503575
#> lag1_var3  0.09191689 0.12449987 -0.08313129    0.2553121
#> lag1_var4 -0.09181159 0.11656533 -0.24525861    0.0713268
#> const      1.62114163 0.29364663  1.17944209    2.0280151
#> 
#> $PRT$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   0.9588884 0.7057759   0.06469106     2.002176
#> lag1_var2  -5.3190539 2.4860487  -9.32826689    -2.889097
#> lag1_var3 -10.4558354 4.2084458 -17.16552928    -6.332732
#> lag1_var4  10.0591804 3.9126588   6.21830378    16.261658
#> const      -0.5755156 6.5653159 -10.79637064     6.400921
#> 
#> $PRT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06314595 0.8057796  -1.2445093    1.0051051
#> lag1_var2  3.02587608 2.4725398   0.1636836    6.8841793
#> lag1_var3  6.08851204 4.1149395   1.2732347   12.4730301
#> lag1_var4 -5.05100169 3.8102981 -10.9129617   -0.6646266
#> const     -0.57922743 4.0805472  -5.3074211    6.1790074
#> 
#> $PRT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5219390 0.5178016  -0.1799358     1.229487
#> lag1_var2 -0.6557187 1.7846153  -3.1003600     2.002714
#> lag1_var3 -0.9908290 2.9668833  -5.1290862     3.392943
#> lag1_var4  1.7955856 2.7727695  -2.2818225     5.636924
#> const     -1.4472551 4.3591704  -7.5887875     4.503606
#> 
#> 
#> 
#> $PRY
#> $PRY$Sigma
#> $PRY$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001007735 0.0002076057 0.0007790992  0.001267105
#> 
#> $PRY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01196415 0.004592852 -0.01761652 -0.004977316
#> Sigma[2,2]  1.24049495 0.216449602  1.02190643  1.603266029
#> 
#> $PRY$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001743736 0.007975035 -0.009064121   0.01297495
#> Sigma[3,2] -0.707133835 0.247176894 -1.079608353  -0.43979360
#> Sigma[3,3]  1.621668420 0.397405612  1.162901217   2.21368628
#> 
#> $PRY$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.006693413 0.008316026 -0.01749008  0.004915326
#> Sigma[4,2]  0.167285331 0.199969864 -0.13834643  0.381139544
#> Sigma[4,3]  1.196806570 0.287718627  0.81188887  1.555915421
#> Sigma[4,4]  1.393302631 0.265330615  0.98623712  1.755866888
#> 
#> 
#> $PRY$A
#> $PRY$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9762915 0.01913840  0.94773421   0.99920510
#> lag1_var2 -0.0965164 0.06923870 -0.20840012  -0.03558180
#> lag1_var3 -0.1363987 0.10101868 -0.30014753  -0.05107013
#> lag1_var4  0.1238185 0.09482451  0.03858738   0.27825755
#> const      1.4859045 0.28276858  1.07594108   1.83386409
#> 
#> $PRY$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.23544797 0.4185871  -0.2707283    0.8868293
#> lag1_var2 -1.26326051 1.9685825  -4.4048993    0.8577021
#> lag1_var3 -2.32866464 2.9551867  -6.9482216    1.0130654
#> lag1_var4  2.29936199 2.8692539  -0.9847621    6.7704846
#> const     -0.07434287 6.1615735  -7.7255094    8.4303377
#> 
#> $PRY$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.789882 0.7487821  -0.2686531     1.764260
#> lag1_var2  3.950746 2.8175370   1.0925530     8.103909
#> lag1_var3  5.824166 3.9723001   1.7104467    11.681119
#> lag1_var4 -5.126235 3.7328423 -10.6146546    -1.257136
#> const     -1.250743 7.3551924  -9.0941090     8.602791
#> 
#> $PRY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9956927 0.6889859   0.2120164     2.078589
#> lag1_var2  2.7015255 3.1729185  -1.0555911     7.612085
#> lag1_var3  3.6580021 4.3914116  -1.5501425    10.382755
#> lag1_var4 -2.9861448 4.1701964  -9.4468864     1.899426
#> const     -1.9690633 7.5252699 -11.1981773     7.742949
#> 
#> 
#> 
#> $PSE
#> $PSE$Sigma
#> $PSE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007453795 0.001405091 0.005891226  0.009564226
#> 
#> $PSE$Sigma$equation2
#>                  mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.1503757 0.0493777  -0.2283822  -0.09251774
#> Sigma[2,2]  8.2005862 2.1971646   5.4229659  11.62879642
#> 
#> $PSE$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0828035 0.03234884  0.04946948     0.136173
#> Sigma[3,2] -4.6024599 1.38692330 -6.78619003    -2.874903
#> Sigma[3,3]  3.0782298 0.85407646  2.03482244     4.408880
#> 
#> $PSE$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02660859 0.01699078  0.01136254   0.05357953
#> Sigma[4,2] -1.57863158 0.66632699 -2.58990335  -0.76225808
#> Sigma[4,3]  1.55152349 0.41290396  1.00594059   2.11335491
#> Sigma[4,4]  1.21082380 0.24702092  0.82784677   1.50480001
#> 
#> 
#> $PSE$A
#> $PSE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92688400 0.03278260  0.89173539   0.97624050
#> lag1_var2  0.02338534 0.03020280 -0.01789164   0.06212216
#> lag1_var3  0.04874272 0.06952536 -0.04542874   0.14271738
#> lag1_var4 -0.04643082 0.05316247 -0.11858173   0.02483332
#> const      1.53796716 0.64595768  0.72905858   2.30216937
#> 
#> $PSE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9876596  2.417048   -2.423949     4.279176
#> lag1_var2 -0.3454639  2.215678   -3.147462     3.222355
#> lag1_var3 -2.9594640  5.127603   -9.419105     5.255280
#> lag1_var4  2.7049494  3.919905   -3.430083     7.783297
#> const     -9.0724744 33.943790  -53.580582    34.601847
#> 
#> $PSE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1981089  1.415961   -1.932873     1.919707
#> lag1_var2  0.6019056  1.174392   -1.384034     1.993107
#> lag1_var3  2.2225391  2.709714   -2.322004     5.430490
#> lag1_var4 -1.3365331  2.046624   -3.953886     1.971444
#> const      7.0740172 18.194717  -16.622171    33.618834
#> 
#> $PSE$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.1077008 0.6003112  -0.5747587    0.9511235
#> lag1_var2 0.1977757 0.3567477  -0.4027378    0.5886716
#> lag1_var3 0.3107312 0.8281413  -1.0441849    1.2641376
#> lag1_var4 0.5047946 0.6279609  -0.2474188    1.4197921
#> const     3.8225339 7.9583626  -7.1969566   14.6387047
#> 
#> 
#> 
#> $PYF
#> $PYF$Sigma
#> $PYF$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006187547 0.0001498654 0.0003878531 0.0007785393
#> 
#> $PYF$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005708754 0.001599476 -0.007699918  -0.00353659
#> Sigma[2,2]  0.093821208 0.021412799  0.071086804   0.12609359
#> 
#> $PYF$Sigma$equation3
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003070976 0.0009786107  0.001922332  0.004508584
#> Sigma[3,2] -0.065845983 0.0146163330 -0.086841656 -0.049037480
#> Sigma[3,3]  0.087402369 0.0159328249  0.073517383  0.115076328
#> 
#> $PYF$Sigma$equation4
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[4,1] -8.681626e-05 0.0006484033 -0.0009328907  0.0008897285
#> Sigma[4,2] -1.668051e-02 0.0109466674 -0.0331057031 -0.0026985052
#> Sigma[4,3]  5.791207e-02 0.0128411014  0.0449281614  0.0779984475
#> Sigma[4,4]  5.491032e-02 0.0102561299  0.0419392946  0.0693698297
#> 
#> 
#> $PYF$A
#> $PYF$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95223025 0.02169368  0.92691036   0.98628774
#> lag1_var2 -0.03826812 0.05340347 -0.11951667   0.01130330
#> lag1_var3 -0.11823403 0.09815748 -0.27636011  -0.02192235
#> lag1_var4  0.10488970 0.08682844  0.02108898   0.24517909
#> const      1.48695571 0.21416802  1.20137041   1.78709997
#> 
#> $PYF$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1569341 0.2809909 -0.23967705    0.5624729
#> lag1_var2  0.6532814 0.6189364 -0.06143685    1.5956712
#> lag1_var3  0.8302573 1.0614677 -0.39795850    2.1692151
#> lag1_var4 -0.7394292 0.9419456 -1.91247902    0.3410630
#> const      1.0207058 2.1382999 -1.34707182    4.3678636
#> 
#> $PYF$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09601048 0.3325000  -0.4626596    0.4589478
#> lag1_var2 -0.33892928 0.6725809  -1.2386342    0.5860604
#> lag1_var3 -0.67830251 1.2829374  -2.2790624    1.1057868
#> lag1_var4  1.52214199 1.1470808  -0.0693758    2.9679744
#> const     -0.74754392 2.4816337  -3.6834457    2.5078674
#> 
#> $PYF$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1739791 0.2274825  -0.1937479   0.43744023
#> lag1_var2 -0.5035851 0.4711926  -1.0940362   0.10190447
#> lag1_var3 -1.2010926 0.9496217  -2.3753078   0.04372092
#> lag1_var4  2.1014021 0.8519711   0.9734170   3.16075369
#> const     -0.5623864 2.3193625  -3.4888463   2.38721641
#> 
#> 
#> 
#> $QAT
#> $QAT$Sigma
#> $QAT$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003684239 0.001094304 0.002373452  0.005233862
#> 
#> $QAT$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0008490575 0.0009060182 -0.001927243 0.0002983653
#> Sigma[2,2]  0.0081687267 0.0015634789  0.006266815 0.0102547458
#> 
#> $QAT$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001591639 0.004879977 -0.003646581  0.009446292
#> Sigma[3,2] -0.018324796 0.010146472 -0.034793741 -0.006375207
#> Sigma[3,3]  0.259466638 0.044697926  0.209980826  0.329148644
#> 
#> $QAT$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0008773508 0.004751182 -0.003576655 0.0090049604
#> Sigma[4,2] -0.0115177379 0.009724930 -0.026558305 0.0003147416
#> Sigma[4,3]  0.2458455183 0.038144266  0.198916461 0.3020680350
#> Sigma[4,4]  0.2379796867 0.033054077  0.193460670 0.2820025051
#> 
#> 
#> $QAT$A
#> $QAT$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0104427 0.01982475   0.9815853    1.0346469
#> lag1_var2 -0.1529290 0.15854214  -0.3252381    0.1041433
#> lag1_var3 -0.2226474 0.21484762  -0.4435918    0.1342120
#> lag1_var4  0.2063248 0.21203809  -0.1461054    0.4277964
#> const      1.1841997 0.54518462   0.4091413    1.9130112
#> 
#> $QAT$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.07154916 0.04637582 -0.13723745  -0.01750133
#> lag1_var2  0.34745789 0.34550270 -0.04422994   0.88054716
#> lag1_var3 -0.56526762 0.43077995 -1.04170555   0.10383701
#> lag1_var4  0.57314327 0.42402810 -0.08116822   1.04897792
#> const      1.18355077 0.54365800  0.36239903   1.86030989
#> 
#> $QAT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.71552924 0.1046414    0.578968    0.8556795
#> lag1_var2 0.14096661 1.4633566   -1.206972    2.6284698
#> lag1_var3 0.68212560 1.9781840   -1.186094    4.0313533
#> lag1_var4 0.07449114 1.9758795   -3.257372    1.9821956
#> const     2.74592814 3.8101787   -2.554743    7.5754446
#> 
#> $QAT$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.6601248 0.09181231   0.5310992    0.7770998
#> lag1_var2 -0.1012385 1.34042464  -1.1007124    2.1530563
#> lag1_var3 -0.4473428 1.81032883  -1.8741863    2.6221555
#> lag1_var4  1.2135030 1.80863634  -1.8391535    2.6861190
#> const      3.3656745 3.53407275  -1.6081881    7.8509306
#> 
#> 
#> 
#> $ROU
#> $ROU$Sigma
#> $ROU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002140354 0.0005947517 0.001541875  0.003111649
#> 
#> $ROU$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005624955 0.007378088 -0.01693129  0.001475828
#> Sigma[2,2]  0.402291612 0.084268396  0.28671554  0.516719124
#> 
#> $ROU$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.01013584 0.008661396  0.0009197485   0.02306881
#> Sigma[3,2] -0.35703708 0.130852734 -0.5306597176  -0.21827716
#> Sigma[3,3]  0.81641859 0.236514596  0.5053444870   1.18579496
#> 
#> $ROU$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.007776301 0.006865086 -0.0008246827   0.01661132
#> Sigma[4,2] -0.161682829 0.111533966 -0.3032115999  -0.01899551
#> Sigma[4,3]  0.678870787 0.207401594  0.4181491406   0.99549732
#> Sigma[4,4]  0.638920200 0.189253398  0.4219550661   0.92817707
#> 
#> 
#> $ROU$A
#> $ROU$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9956195 0.02792765   0.9612825    1.0371374
#> lag1_var2 -0.2134720 0.08021753  -0.3346860   -0.1322180
#> lag1_var3 -0.4278304 0.16341003  -0.6649474   -0.2652357
#> lag1_var4  0.4069413 0.16110231   0.2476195    0.6374207
#> const      1.1740700 0.28114870   0.8110518    1.5391256
#> 
#> $ROU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4267493 0.3639918  -1.0038755   -0.0454989
#> lag1_var2  2.0928831 1.9720364   0.1691289    5.1777675
#> lag1_var3  2.8064262 4.0731878  -1.1635083    9.3829400
#> lag1_var4 -2.6091206 3.8826784  -8.9077941    1.1971140
#> const      2.9997634 2.5391542  -0.6485988    6.3783310
#> 
#> $ROU$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8644497 0.5242877   0.1446029     1.605406
#> lag1_var2  0.1161836 2.6799209  -3.4927956     4.141702
#> lag1_var3  0.8406122 5.6007042  -7.1516069     8.950424
#> lag1_var4 -0.3175028 5.3652793  -8.0473884     7.392872
#> const      0.8798120 4.4690906  -4.6402918     7.037037
#> 
#> $ROU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6801086 0.3896743    0.115529     1.155034
#> lag1_var2  0.8385327 1.9594323   -1.296488     4.153569
#> lag1_var3  1.5979955 4.0580481   -3.268553     8.293721
#> lag1_var4 -0.9883762 3.8847868   -7.377324     3.731075
#> const      2.2822753 4.7760833   -3.448065     8.944435
#> 
#> 
#> 
#> $RUS
#> $RUS$Sigma
#> $RUS$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00204007 0.0003483391 0.001686124  0.002605552
#> 
#> $RUS$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02875439 0.006778289 -0.03895006  -0.02123187
#> Sigma[2,2]  0.86904254 0.191479155  0.66130030   1.12257001
#> 
#> $RUS$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03272219 0.007551263   0.0226937   0.04309893
#> Sigma[3,2] -0.77016444 0.107562892  -0.9029766  -0.62619116
#> Sigma[3,3]  1.04420126 0.164092268   0.8281808   1.26867117
#> 
#> $RUS$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01663714 0.006250962  0.008983375   0.02647885
#> Sigma[4,2] -0.26432069 0.083190509 -0.384212490  -0.15165421
#> Sigma[4,3]  0.63707341 0.154425070  0.475201818   0.88965441
#> Sigma[4,4]  0.53008092 0.127204260  0.396633357   0.73287993
#> 
#> 
#> $RUS$A
#> $RUS$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0408180 0.01641963  1.01746162   1.06063381
#> lag1_var2 -0.1907426 0.07757737 -0.26129594  -0.06856286
#> lag1_var3 -0.3147625 0.13247559 -0.43596612  -0.10928808
#> lag1_var4  0.2717218 0.12845817  0.07507932   0.39104357
#> const      1.5235385 0.45544379  0.89447900   2.13894714
#> 
#> $RUS$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.022590 0.3060662   -1.337893   -0.5708672
#> lag1_var2  4.264847 1.7061219    1.783247    6.5102815
#> lag1_var3  5.602496 2.8555568    1.526525    9.3730512
#> lag1_var4 -5.219627 2.7105856   -8.825058   -1.4291573
#> const      5.835484 9.6943006   -6.146306   20.4780667
#> 
#> $RUS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1644949 0.4653674   0.5586395     1.752922
#> lag1_var2 -0.8343328 1.8916683  -2.7093543     2.162080
#> lag1_var3 -0.4839644 3.1984363  -3.6857104     4.604343
#> lag1_var4  1.0386689 3.0575281  -3.8212642     4.153005
#> const     -5.3191971 9.1360243 -17.3852072     6.672738
#> 
#> $RUS$A$equation4
#>                 mean       sd  5% quantile 95% quantile
#> lag1_var1  0.5210741 0.372369  0.002903321     1.010499
#> lag1_var2  1.5918720 1.502251 -0.456492719     3.591528
#> lag1_var3  2.6621261 2.555596 -0.822316266     6.096883
#> lag1_var4 -1.8535686 2.449326 -5.156706079     1.485841
#> const     -2.3790364 4.973340 -8.895784843     5.145728
#> 
#> 
#> 
#> $RWA
#> $RWA$Sigma
#> $RWA$Sigma$equation1
#>                 mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0237101 0.003395755  0.01903104   0.02896592
#> 
#> $RWA$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0220010 0.02628426 -0.05827532    0.0136312
#> Sigma[2,2]  0.6084641 0.13199975  0.44641873    0.8123781
#> 
#> $RWA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01526205 0.03574391 -0.06300166   0.03714865
#> Sigma[3,2] -0.71046627 0.20299565 -0.95546306  -0.37952397
#> Sigma[3,3]  1.54399458 0.33496661  1.09914924   1.93736246
#> 
#> $RWA$Sigma$equation4
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[4,1] -0.03218623 0.0261305 -0.07016576  0.005649527
#> Sigma[4,2] -0.39702078 0.1707312 -0.58349161 -0.129421508
#> Sigma[4,3]  1.26886830 0.2654620  0.95770984  1.629600616
#> Sigma[4,4]  1.16690030 0.2068055  0.89858541  1.457436075
#> 
#> 
#> $RWA$A
#> $RWA$A$equation1
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.98339360 0.0321883   0.9392011    1.0285377
#> lag1_var2 -0.09227659 0.1775878  -0.2994818    0.2046242
#> lag1_var3 -0.19783040 0.3099871  -0.5678617    0.3189941
#> lag1_var4  0.16980017 0.2922355  -0.3199727    0.5120967
#> const      1.78234420 0.8750211   0.8547862    3.2374240
#> 
#> $RWA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4989282 0.1850348   0.2705082    0.7472224
#> lag1_var2 -0.5085211 0.8784893  -1.5622443    0.6110089
#> lag1_var3 -1.4924294 1.3726531  -3.0319143    0.1866622
#> lag1_var4  1.4067181 1.2487865  -0.1637475    2.8571890
#> const      1.1955995 8.2704441  -8.0534510   14.5709446
#> 
#> $RWA$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.7906677  0.3782759  -1.2429461   -0.2260117
#> lag1_var2  4.0742591  2.2688855   0.6509684    6.8498952
#> lag1_var3  6.7330104  3.8031261   0.8832840   11.1015350
#> lag1_var4 -5.5334459  3.4948558  -9.5210052   -0.1685605
#> const     -1.2101050 12.4447381 -20.2270475   15.4923078
#> 
#> $RWA$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.583494 0.3533006  -0.9499650  -0.01383462
#> lag1_var2  3.760582 2.0734682   0.3579932   6.17176584
#> lag1_var3  5.744157 3.5412638  -0.1019027   9.69761025
#> lag1_var4 -4.560394 3.2736687  -8.1974368   0.84754023
#> const     -1.036286 9.4669933 -14.0756898  12.20864575
#> 
#> 
#> 
#> $SAU
#> $SAU$Sigma
#> $SAU$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001340706 0.0003598077 0.0008885261  0.001862344
#> 
#> $SAU$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004814819 0.00452036 -0.01139212 0.0009971223
#> Sigma[2,2]  0.431950568 0.20439316  0.23503898 0.7830077226
#> 
#> $SAU$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01389701 0.00430503  0.008391466   0.01998579
#> Sigma[3,2] -0.31750010 0.21221112 -0.682585806  -0.13228992
#> Sigma[3,3]  0.88894817 0.30721345  0.583323903   1.37964126
#> 
#> $SAU$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01133209 0.003100005  0.007270985   0.01610265
#> Sigma[4,2] -0.06353456 0.130851994 -0.256115168   0.09282923
#> Sigma[4,3]  0.73447295 0.225154986  0.486784856   1.10110049
#> Sigma[4,4]  0.73222949 0.195426022  0.503327441   1.05890583
#> 
#> 
#> $SAU$A
#> $SAU$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96110651 0.01963473   0.9345481   0.99169631
#> lag1_var2 -0.07262342 0.07234880  -0.1738970   0.02207573
#> lag1_var3 -0.14600303 0.13473073  -0.3351517   0.02672184
#> lag1_var4  0.13780161 0.12614396  -0.0239179   0.31503879
#> const      1.48406392 0.26019807   1.1717573   1.87911608
#> 
#> $SAU$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.19107727 0.3046733   -0.199002    0.6449862
#> lag1_var2  0.62828410 1.0672286   -1.100251    1.6553064
#> lag1_var3  0.01651488 1.9571341   -3.167327    1.9449866
#> lag1_var4 -0.04553591 1.8245811   -1.818490    2.9201590
#> const     -1.52770787 4.8067891   -8.217168    3.8690025
#> 
#> $SAU$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3250142 0.3739444 -0.05955294    0.9681672
#> lag1_var2 -1.7652225 1.1983769 -3.62389782   -0.5480971
#> lag1_var3 -2.8994344 2.1917311 -6.36726362   -0.4833934
#> lag1_var4  3.7072744 2.0536325  1.41402678    6.9460963
#> const      0.1613540 7.3595385 -6.47373655   12.3801689
#> 
#> $SAU$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.4583431 0.3308816   0.08784737    1.0361995
#> lag1_var2 -1.9729727 1.1560605  -3.39101115   -0.4464591
#> lag1_var3 -3.9077253 2.1507293  -6.65234265   -1.1609428
#> lag1_var4  4.6961637 2.0211002   2.09534193    7.2617103
#> const     -1.2701899 6.9578549 -10.46709164    7.6432206
#> 
#> 
#> 
#> $SDN
#> $SDN$Sigma
#> $SDN$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00377364 0.001109164  0.00262046   0.00536329
#> 
#> $SDN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03183233 0.01143922 -0.05093308  -0.02033797
#> Sigma[2,2]  1.33716375 0.20089578  1.09832443   1.59444664
#> 
#> $SDN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001900523 0.002923178 -0.002673116  0.005709979
#> Sigma[3,2] -0.460883442 0.104385445 -0.605661295 -0.320109867
#> Sigma[3,3]  0.275498208 0.059067669  0.191618410  0.356573999
#> 
#> $SDN$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.01134681 0.005509387 -0.019468259 -0.005819247
#> Sigma[4,2]  0.10592695 0.104169608  0.006379721  0.280044010
#> Sigma[4,3]  0.08697755 0.027183457  0.052333533  0.119466604
#> Sigma[4,4]  0.14375580 0.038115662  0.094722054  0.199746404
#> 
#> 
#> $SDN$A
#> $SDN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.89706479 0.03196363  0.85395288  0.945735254
#> lag1_var2  0.08881276 0.05739000  0.01228134  0.169013305
#> lag1_var3  0.19760364 0.13129500  0.01556800  0.372612896
#> lag1_var4 -0.16422270 0.11357822 -0.31754940 -0.008272939
#> const      1.03150020 0.42946905  0.46712017  1.658861150
#> 
#> $SDN$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.4213078  0.6508427  -0.5672703     1.121545
#> lag1_var2 -0.5974945  1.5719875  -2.6550391     1.454279
#> lag1_var3 -1.5986268  3.5235586  -6.0204311     2.972342
#> lag1_var4  1.7176790  3.0664265  -2.2466780     5.572127
#> const     -3.8028837 12.0217980 -20.6051798    13.140509
#> 
#> $SDN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.19505000 0.2446995  -0.4576568    0.2053302
#> lag1_var2 -0.01577929 0.6125530  -0.8108867    0.8000292
#> lag1_var3  0.57059338 1.3985828  -1.2355879    2.4526082
#> lag1_var4  0.35457096 1.2144815  -1.2704162    1.9389138
#> const      5.25854317 6.4109010  -3.5459600   13.1734456
#> 
#> $SDN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07668954 0.2044174  -0.3876239    0.1613202
#> lag1_var2 -0.66583235 0.3051590  -0.9666382   -0.2093428
#> lag1_var3 -0.91646455 0.7039761  -1.6011720    0.1377290
#> lag1_var4  1.94524700 0.6089321   1.0330847    2.5333027
#> const      3.48757247 2.8876555  -0.4661880    7.6336165
#> 
#> 
#> 
#> $SEN
#> $SEN$Sigma
#> $SEN$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001723358 0.002951572 0.0005455056  0.006315997
#> 
#> $SEN$Sigma$equation2
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0005737878 0.01047776 -0.01038525   0.01530273
#> Sigma[2,2]  0.2796352364 0.07697795  0.20620827   0.40079994
#> 
#> $SEN$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.002896785 0.02332827 -0.03755162   0.01057954
#> Sigma[3,2] -0.458257325 0.12139075 -0.65706537  -0.33581954
#> Sigma[3,3]  1.374211262 0.40668663  0.90910480   2.03302775
#> 
#> $SEN$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.003312562 0.01931582 -0.03183015  0.006733779
#> Sigma[4,2] -0.342818593 0.09976137 -0.50286479 -0.221834303
#> Sigma[4,3]  1.211581194 0.36845259  0.78556281  1.802023399
#> Sigma[4,4]  1.097928103 0.33755575  0.71275689  1.635781322
#> 
#> 
#> $SEN$A
#> $SEN$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9838793 0.01203894   0.9709741   1.00207229
#> lag1_var2 -0.1204857 0.08194973  -0.2521467  -0.02909418
#> lag1_var3 -0.2606654 0.16301739  -0.5215769  -0.07219966
#> lag1_var4  0.2464515 0.15729429   0.0629516   0.49776987
#> const      1.0911706 0.19456447   0.8050835   1.37133604
#> 
#> $SEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2531142 0.2239949 -0.02504624    0.5519216
#> lag1_var2  0.7307948 1.2235007 -1.15250270    2.1316297
#> lag1_var3  0.1609795 2.5391607 -3.69397327    3.2303421
#> lag1_var4 -0.2764089 2.4780239 -3.32325019    3.4575144
#> const      0.9732404 3.5757877 -3.41221650    6.2052040
#> 
#> $SEN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3064588 0.3483247  -0.7610258    0.1643438
#> lag1_var2  2.5578780 1.4810811   0.6474235    4.7226955
#> lag1_var3  5.7996915 2.8187757   2.1500700    9.5473842
#> lag1_var4 -4.7423528 2.7206965  -8.3020661   -1.1812403
#> const      3.6481341 5.8509158  -3.4879536   11.9224082
#> 
#> $SEN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2017642 0.2797423  -0.5385971    0.1549216
#> lag1_var2  2.6732686 1.2810200   0.8504931    4.1784008
#> lag1_var3  5.3768819 2.5260265   1.7397273    8.3571817
#> lag1_var4 -4.3655811 2.4559586  -7.2254677   -0.8429180
#> const      4.0460362 5.4140145  -3.0985366   11.2354026
#> 
#> 
#> 
#> $SGP
#> $SGP$Sigma
#> $SGP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008409739 0.0001950093 0.0005882143  0.001083653
#> 
#> $SGP$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01039345 0.004930831 -0.01823316 -0.005681416
#> Sigma[2,2]  0.54862478 0.210785205  0.36348992  0.899082500
#> 
#> $SGP$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01060172 0.004762819  0.006332779    0.0182516
#> Sigma[3,2] -0.39225741 0.196429281 -0.724537213   -0.2365346
#> Sigma[3,3]  0.55124583 0.182961947  0.389996657    0.8697566
#> 
#> $SGP$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003934244 0.002261246  0.001324555  0.007289135
#> Sigma[4,2] -0.029170270 0.098609233 -0.171442680  0.104502758
#> Sigma[4,3]  0.306006307 0.075944525  0.201527529  0.412490355
#> Sigma[4,4]  0.302043097 0.064478900  0.227483255  0.401063279
#> 
#> 
#> $SGP$A
#> $SGP$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9623387 0.02163274   0.9344986   0.98776433
#> lag1_var2 -0.1607778 0.07445717  -0.2652002  -0.05924523
#> lag1_var3 -0.2764978 0.11532051  -0.4336407  -0.11415556
#> lag1_var4  0.2664690 0.10989993   0.1128461   0.41901724
#> const      1.6028396 0.18407102   1.3468408   1.81623745
#> 
#> $SGP$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.4304074 0.657670  -1.2003448    0.5199294
#> lag1_var2  3.2443329 2.604518   0.4571001    7.7112289
#> lag1_var3  3.9791236 4.010937  -0.3454867   10.8441730
#> lag1_var4 -3.7757041 3.800682 -10.2663853    0.3237409
#> const     -0.6840029 4.622849  -7.2024521    6.2895007
#> 
#> $SGP$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.1211736 0.7834139  -0.01418825    2.1265075
#> lag1_var2 -2.7449539 3.0526894  -7.44048414    0.8623486
#> lag1_var3 -3.5866389 4.6857463 -10.82801075    1.8864870
#> lag1_var4  4.1239917 4.4270651  -1.04312460   10.9779499
#> const      0.5468946 5.5212862  -6.34602694    8.3186947
#> 
#> $SGP$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8497066 0.4279126   0.2440743     1.426272
#> lag1_var2 -1.1139420 1.5429186  -2.9391176     1.059728
#> lag1_var3 -1.7376711 2.3871742  -4.5245768     1.663900
#> lag1_var4  2.4107653 2.2492076  -0.7530044     5.036527
#> const     -0.3312404 3.4600827  -4.3123879     5.216720
#> 
#> 
#> 
#> $SLB
#> $SLB$Sigma
#> $SLB$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003480595 0.003097911 0.001742176  0.008111563
#> 
#> $SLB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006640189 0.004142096 -0.01361520 -0.003308637
#> Sigma[2,2]  0.043840929 0.011248344  0.02630635  0.057105257
#> 
#> $SLB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001296949 0.005095323 -0.008439615 0.0058701352
#> Sigma[3,2] -0.015106183 0.009678023 -0.026766583 0.0006144841
#> Sigma[3,3]  0.066077616 0.015512790  0.050772009 0.0906880459
#> 
#> $SLB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.007072393 0.003120371 -0.012406305  -0.00423927
#> Sigma[4,2]  0.021734782 0.009008555  0.009808251   0.03389100
#> Sigma[4,3]  0.054787808 0.017216593  0.036432861   0.08306077
#> Sigma[4,4]  0.074590423 0.022789828  0.050802031   0.11295509
#> 
#> 
#> $SLB$A
#> $SLB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.913679101 0.05074206   0.8561047    0.9791475
#> lag1_var2 -0.018466237 0.13254461  -0.2112330    0.1580153
#> lag1_var3  0.012591506 0.18201460  -0.2500292    0.2458305
#> lag1_var4 -0.006248248 0.17892251  -0.2382971    0.2579258
#> const      1.325642706 0.22286135   1.0500594    1.6270442
#> 
#> $SLB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1043433 0.2177597  -0.2504345    0.3159133
#> lag1_var2  0.1747183 0.7894596  -1.0210846    1.2791322
#> lag1_var3 -0.9321102 0.9728467  -2.3443094    0.5133823
#> lag1_var4  0.8816480 0.9467039  -0.4791205    2.2930662
#> const      2.1509466 0.9456482   0.9848380    3.4003212
#> 
#> $SLB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.34272400 0.2056502  0.05229906    0.6044932
#> lag1_var2  0.21958186 1.3708344 -1.42916541    2.0591276
#> lag1_var3  0.95526990 1.7244987 -1.13006338    3.3114461
#> lag1_var4 -0.03606189 1.6846916 -2.32893819    2.0110859
#> const     -0.70397960 1.0026829 -2.05059428    0.4505372
#> 
#> $SLB$A$equation4
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.4338711 0.206522   0.1324597     0.657544
#> lag1_var2 -0.1259470 1.110489  -1.7367250     1.323527
#> lag1_var3 -0.4178466 1.376311  -2.3911812     1.344613
#> lag1_var4  1.2990141 1.356325  -0.4319900     3.229255
#> const      0.6602110 1.264545  -0.6360515     2.477876
#> 
#> 
#> 
#> $SLE
#> $SLE$Sigma
#> $SLE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007403428 0.001143599 0.006264533  0.009244454
#> 
#> $SLE$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.004051562 0.002765995 -0.008284907 -0.0007510834
#> Sigma[2,2]  0.042354143 0.009472544  0.032150885  0.0567322975
#> 
#> $SLE$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.003461835 0.009641218 -0.01679018   0.01099947
#> Sigma[3,2] -0.079178247 0.017762284 -0.10628132  -0.05714974
#> Sigma[3,3]  0.310757103 0.078513224  0.19635808   0.41653713
#> 
#> $SLE$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.006225031 0.008728252 -0.01811926  0.006951517
#> Sigma[4,2] -0.056528951 0.013986223 -0.07689978 -0.037793409
#> Sigma[4,3]  0.273211167 0.072986418  0.16837616  0.376412318
#> Sigma[4,4]  0.248024732 0.068455227  0.15106174  0.347723874
#> 
#> 
#> $SLE$A
#> $SLE$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9617803 0.05395307   0.8892495    1.0398482
#> lag1_var2 -0.1062036 0.35331338  -0.5775538    0.3874415
#> lag1_var3 -0.1383695 0.61649487  -0.9482966    0.7386213
#> lag1_var4  0.1295989 0.59712869  -0.7201753    0.9134848
#> const      1.4973321 0.34679195   1.0481408    2.0233832
#> 
#> $SLE$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1272477 0.07115893  0.01684336    0.2094833
#> lag1_var2  0.1245570 0.57410694 -0.51047083    1.0698033
#> lag1_var3 -1.2312552 1.02600189 -2.38281197    0.4668498
#> lag1_var4  1.2123588 0.99489853 -0.43617992    2.3274135
#> const     -1.2132821 1.35713931 -3.33145301    0.3717822
#> 
#> $SLE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2876128 0.2619535  -0.6917368   0.02158797
#> lag1_var2  0.5162521 1.4318381  -0.9695691   2.90176975
#> lag1_var3  2.3816293 2.5808001  -0.3123282   6.56201954
#> lag1_var4 -1.3285062 2.4984796  -5.3759076   1.28540031
#> const      4.2202885 3.5892336   1.2026356  10.34106697
#> 
#> $SLE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.23412668 0.2595051  -0.6218475   0.09222038
#> lag1_var2  0.18324854 1.3969885  -1.3677354   2.56690030
#> lag1_var3  0.99899581 2.5136523  -1.7032766   5.22571016
#> lag1_var4  0.05544766 2.4336483  -4.0341419   2.67556772
#> const      3.32198795 3.1665693   0.3350750   8.33765340
#> 
#> 
#> 
#> $SLV
#> $SLV$Sigma
#> $SLV$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007010258 0.0001418683 0.0005086303 0.0008776064
#> 
#> $SLV$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005935007 0.002188579 -0.008534745 -0.002735076
#> Sigma[2,2]  0.658973677 0.135740183  0.490193343  0.841427895
#> 
#> $SLV$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02003712 0.005029121   0.0119087    0.0257100
#> Sigma[3,2] -0.50137599 0.134521475  -0.6974007   -0.3479773
#> Sigma[3,3]  1.28587388 0.222510805   0.9845684    1.6091523
#> 
#> $SLV$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01736738 0.005613451  0.008538303   0.02265298
#> Sigma[4,2] -0.10356962 0.106747329 -0.290110309  -0.01668569
#> Sigma[4,3]  1.03608244 0.209886995  0.706824946   1.29058978
#> Sigma[4,4]  1.02980062 0.194909630  0.708059853   1.25293938
#> 
#> 
#> $SLV$A
#> $SLV$A$equation1
#>                  mean         sd  5% quantile  95% quantile
#> lag1_var1  0.98026840 0.02114919  0.945439935  1.0040861556
#> lag1_var2 -0.08191041 0.06689315 -0.185590135 -0.0005716305
#> lag1_var3 -0.14436010 0.10979371 -0.309165696 -0.0051770278
#> lag1_var4  0.12666080 0.10543308 -0.002488127  0.2874599288
#> const      1.53081288 0.30120882  1.067789899  1.9056537472
#> 
#> $SLV$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.262181 0.4393447  -1.8539002   -0.7051848
#> lag1_var2  3.256079 1.9173662   1.2732896    6.5000383
#> lag1_var3  4.347353 3.1637613   0.9376745    9.6395217
#> lag1_var4 -3.869237 3.0665509  -9.0022075   -0.6206844
#> const      3.123831 6.2707052  -5.4190061   11.4210148
#> 
#> $SLV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.6489761 0.7655553   0.5259705     2.508897
#> lag1_var2 -0.7494023 2.4947283  -4.2954336     2.497617
#> lag1_var3 -1.0716954 4.1063246  -6.7200648     4.428665
#> lag1_var4  1.4029494 3.9423949  -3.7091951     6.937343
#> const     -1.5020735 9.1377375 -10.0721434    12.984368
#> 
#> $SLV$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.91303728 0.7737817  -0.2924213     1.796720
#> lag1_var2  0.87099214 2.6245008  -1.8272552     5.249486
#> lag1_var3  0.94971561 4.3463122  -3.2655992     8.300192
#> lag1_var4 -0.33661697 4.1245846  -7.2612148     3.803695
#> const      0.07759304 7.4590915  -8.0536974    10.820995
#> 
#> 
#> 
#> $SOM
#> $SOM$Sigma
#> $SOM$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003630861 0.0009799066 0.002539861   0.00516719
#> 
#> $SOM$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01573207 0.003561238 -0.02099155  -0.01096895
#> Sigma[2,2]  0.12479595 0.026114075  0.09730014   0.16641755
#> 
#> $SOM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008168004 0.001958717  0.005852709   0.01109690
#> Sigma[3,2] -0.071115435 0.017829803 -0.099313746  -0.04913254
#> Sigma[3,3]  0.047387049 0.012846092  0.031075174   0.06661915
#> 
#> $SOM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003236127 0.001092344  0.001825244  0.004843974
#> Sigma[4,2] -0.031137372 0.010941272 -0.046846503 -0.016503034
#> Sigma[4,3]  0.025412144 0.007569389  0.015488600  0.036104580
#> Sigma[4,4]  0.016617468 0.004237281  0.010593028  0.022484773
#> 
#> 
#> $SOM$A
#> $SOM$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0074521 0.01620036  0.98685365   1.02965717
#> lag1_var2 -0.1181840 0.06755061 -0.21409552  -0.02110362
#> lag1_var3 -0.3773948 0.20474368 -0.67338511  -0.08885975
#> lag1_var4  0.3305690 0.19695949  0.04877349   0.61258588
#> const      1.2826470 0.41102831  0.81020481   1.90487839
#> 
#> $SOM$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.008900659 0.08151694  -0.1425176   0.08500258
#> lag1_var2  0.646281466 0.33486203   0.1515432   0.97803175
#> lag1_var3  1.417055721 1.07040986  -0.1547941   2.54733773
#> lag1_var4 -1.013228903 1.04439169  -2.1377876   0.50758953
#> const      2.239903559 2.38685659  -1.2696229   4.97661462
#> 
#> $SOM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.01038571 0.04553416 -0.07326636   0.04953835
#> lag1_var2  0.30424137 0.20474192  0.08325756   0.61387465
#> lag1_var3  0.48544991 0.59764407 -0.13966834   1.42056717
#> lag1_var4  0.26345044 0.59270473 -0.65670785   0.90545033
#> const     -0.27564133 1.67071080 -1.90933584   2.34676731
#> 
#> $SOM$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.02477452 0.02866947 -0.06344453   0.01633353
#> lag1_var2  0.26523099 0.10750920  0.13520152   0.39933675
#> lag1_var3  0.21865573 0.28284836 -0.14352772   0.59066595
#> lag1_var4  0.68171658 0.27784281  0.30637357   1.02717154
#> const      0.33596777 1.17649487 -0.75861041   2.29458216
#> 
#> 
#> 
#> $SRB
#> $SRB$Sigma
#> $SRB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001670507 0.0003745431 0.001118555  0.002133186
#> 
#> $SRB$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005039127 0.01196895  -0.0209548   0.01276746
#> Sigma[2,2]  3.184264588 0.40699296   2.5482540   3.60087374
#> 
#> $SRB$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00589085 0.01018751 -0.009770443   0.01834587
#> Sigma[3,2] -2.08406267 0.25376307 -2.331549071  -1.70224953
#> Sigma[3,3]  1.78664677 0.23951800  1.470995527   2.15371122
#> 
#> $SRB$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.003527273 0.00691864 -0.00632184   0.01141646
#> Sigma[4,2] -0.493268185 0.14917446 -0.72631615  -0.33512695
#> Sigma[4,3]  0.808889126 0.17073517  0.62573768   1.08443609
#> Sigma[4,4]  0.638209442 0.13807976  0.46129929   0.85130611
#> 
#> 
#> $SRB$A
#> $SRB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97829389 0.02410168  0.95089897   1.01441647
#> lag1_var2 -0.04788131 0.04241364 -0.10393105   0.01385837
#> lag1_var3 -0.08515951 0.08349896 -0.19353395   0.03606121
#> lag1_var4  0.06930767 0.07527310 -0.03960202   0.16582763
#> const      1.44579658 0.19154582  1.26844892   1.74735356
#> 
#> $SRB$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.276440  1.001138  -2.9010273   -0.2013865
#> lag1_var2  2.625785  1.584528   0.5930877    4.5361386
#> lag1_var3  3.354233  2.970452  -0.4264388    6.8293291
#> lag1_var4 -3.042365  2.668251  -6.2412378    0.3115076
#> const     16.648443 17.149607  -8.5230234   38.6195397
#> 
#> $SRB$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.6478127  0.6528976  -0.2963103     1.570466
#> lag1_var2  -0.1644722  1.0908914  -1.6850182     1.189169
#> lag1_var3   0.6755463  2.0340178  -2.0898459     3.361877
#> lag1_var4   0.2246922  1.8460645  -2.2642702     2.732174
#> const     -10.3728261 11.8728062 -22.9140599     8.802932
#> 
#> $SRB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05677178 0.3035159  -0.5049842    0.2531336
#> lag1_var2  0.85387924 0.4878684   0.1001347    1.4432891
#> lag1_var3  1.75410635 0.9162977   0.3700014    2.9220127
#> lag1_var4 -0.66298553 0.8316148  -1.7416653    0.5927373
#> const     -2.18848574 7.3529943 -14.4767797    6.9888013
#> 
#> 
#> 
#> $SSD
#> $SSD$Sigma
#> $SSD$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005797377 0.0007984619  0.00479015  0.006982149
#> 
#> $SSD$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005760375 0.005592803 -0.01356538  0.001536556
#> Sigma[2,2]  0.155417398 0.036033471  0.11690608  0.211473752
#> 
#> $SSD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007440062 0.004467186  0.001407756   0.01382174
#> Sigma[3,2] -0.143201746 0.032865955 -0.188602916  -0.09813001
#> Sigma[3,3]  0.149807217 0.030838268  0.102121061   0.18852906
#> 
#> $SSD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003870525 0.001437059  0.001578413  0.005170749
#> Sigma[4,2] -0.034024656 0.011128972 -0.045632383 -0.014561383
#> Sigma[4,3]  0.051539651 0.010713376  0.034567344  0.063517830
#> Sigma[4,4]  0.030374082 0.005039543  0.025203988  0.038250438
#> 
#> 
#> $SSD$A
#> $SSD$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9687983 0.0466355   0.8902046    1.0129101
#> lag1_var2 -0.4938254 0.2539484  -0.7633949   -0.0839075
#> lag1_var3 -0.7042272 0.3707335  -1.1025720   -0.1122238
#> lag1_var4  0.6905132 0.3556438   0.1198357    1.0703902
#> const      1.3919224 0.6043036   0.5332591    2.2093328
#> 
#> $SSD$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1944718 0.3183739  -0.3404461    0.5016695
#> lag1_var2  1.1067444 1.4623930  -0.4377469    3.4924676
#> lag1_var3  0.8364772 2.1288406  -1.3737058    4.2080619
#> lag1_var4 -0.8239010 2.0197593  -4.0045925    1.2968339
#> const      1.0625117 2.6184904  -2.3925662    4.8046273
#> 
#> $SSD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1648763 0.2849588  -0.4045698    0.3215567
#> lag1_var2  0.1725984 1.5400938  -2.2436541    1.6005665
#> lag1_var3  0.6640951 2.2395663  -2.7925340    2.7867666
#> lag1_var4  0.3161731 2.1403895  -1.7262540    3.6516681
#> const     -0.1017492 2.3887330  -3.8337726    2.5691112
#> 
#> $SSD$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.04181849 0.07063876  -0.1254559   0.06809444
#> lag1_var2  0.47881081 0.62121542  -0.5917903   1.09129238
#> lag1_var3  0.58472886 0.89675856  -0.9456685   1.52368019
#> lag1_var4  0.41657762 0.87082093  -0.4943191   1.90216474
#> const      0.24157038 1.14682618  -1.1062927   2.05056855
#> 
#> 
#> 
#> $STP
#> $STP$Sigma
#> $STP$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001690975 0.001243768 0.0005626823  0.003548658
#> 
#> $STP$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02652037 0.02114485 -0.05551786 -0.004542231
#> Sigma[2,2]  1.04157800 0.25121588  0.63372471  1.281551826
#> 
#> $STP$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006434267 0.005333987  0.001005919   0.01381769
#> Sigma[3,2] -0.299261229 0.057131817 -0.356047157  -0.20526925
#> Sigma[3,3]  0.097859804 0.015910292  0.075127584   0.11924474
#> 
#> $STP$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0005958564 0.001006927 -0.000457741  0.002090904
#> Sigma[4,2] -0.0643268735 0.018314611 -0.087074435 -0.036456760
#> Sigma[4,3]  0.0310365854 0.007371619  0.022044863  0.041390515
#> Sigma[4,4]  0.0176268004 0.004362434  0.013324289  0.024440809
#> 
#> 
#> $STP$A
#> $STP$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95535682 0.01934082  0.924654253   0.97579130
#> lag1_var2  0.04513631 0.06794799 -0.009275456   0.15194870
#> lag1_var3  0.15946150 0.26915578 -0.053513284   0.58272785
#> lag1_var4 -0.18734078 0.26486805 -0.600211021   0.02089503
#> const      1.46629619 0.24051325  1.120191699   1.77097601
#> 
#> $STP$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0817143 0.4370925  -0.6491506    0.4927813
#> lag1_var2  0.1005338 1.1792960  -1.7215220    1.1326448
#> lag1_var3 -3.1483473 4.8351979 -10.5537932    1.1215904
#> lag1_var4  3.2060013 4.6870806  -1.0941720   10.2702965
#> const      1.7676608 8.1427920  -9.7652708   11.1643552
#> 
#> $STP$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06496999 0.1254487 -0.11389917    0.2105903
#> lag1_var2  0.24170850 0.2894039 -0.04207913    0.6736050
#> lag1_var3  1.76360765 1.1801952  0.59970040    3.5453415
#> lag1_var4 -0.85747916 1.1524241 -2.59592356    0.3291843
#> const      0.29538423 2.5654366 -2.82818343    3.8668769
#> 
#> $STP$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 0.01904028 0.04258195 -0.04420913   0.06488773
#> lag1_var2 0.13485285 0.08861073  0.01264036   0.24493176
#> lag1_var3 0.45338703 0.34877515 -0.01328576   0.89519579
#> lag1_var4 0.48913928 0.33964876  0.06462425   0.94568128
#> const     0.65425571 0.82034738 -0.46973658   1.73176629
#> 
#> 
#> 
#> $SUR
#> $SUR$Sigma
#> $SUR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002032406 0.0006763775 0.001296723  0.002945465
#> 
#> $SUR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02309666 0.01191551 -0.03783893 -0.007067455
#> Sigma[2,2]  1.30751705 0.26031306  1.07250646  1.739077234
#> 
#> $SUR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03712266 0.01448925  0.02275696   0.05460776
#> Sigma[3,2] -0.97406144 0.21802827 -1.33234805  -0.76218860
#> Sigma[3,3]  1.17786942 0.33418099  0.83940529   1.67094668
#> 
#> $SUR$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02776533 0.01018464  0.01707151   0.04074712
#> Sigma[4,2] -0.36065537 0.18532801 -0.59647041  -0.10454720
#> Sigma[4,3]  0.75460360 0.25938441  0.48932966   1.15159552
#> Sigma[4,4]  0.62308501 0.20147907  0.37879443   0.93747301
#> 
#> 
#> $SUR$A
#> $SUR$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0027599 0.02847358   0.9708485   1.04663242
#> lag1_var2 -0.1477197 0.05868359  -0.2355605  -0.08257252
#> lag1_var3 -0.2980078 0.12793203  -0.4924750  -0.15527171
#> lag1_var4  0.2661105 0.11484790   0.1394110   0.44052999
#> const      1.5614831 0.33760949   1.1020646   2.03702780
#> 
#> $SUR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.8085262  0.8283329   -2.128779     0.222864
#> lag1_var2  3.4753169  1.6069745    2.165259     6.146412
#> lag1_var3  6.0015518  3.2589925    3.441988    11.474052
#> lag1_var4 -5.6248194  2.9629904  -10.617113    -3.292530
#> const      3.6526112 10.9316907  -10.330247    20.422349
#> 
#> $SUR$A$equation3
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1  1.154866 0.639606   0.2815416     1.997319
#> lag1_var2 -2.526751 1.229811  -4.5269547    -1.160357
#> lag1_var3 -4.609195 2.607823  -8.7977413    -1.495934
#> lag1_var4  5.088297 2.365234   2.2460188     8.844105
#> const     -1.466954 9.976214 -18.5337161     8.386756
#> 
#> $SUR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7776199 0.5276361  0.02176338    1.5453698
#> lag1_var2 -1.2630865 0.9337116 -2.66737683   -0.2035131
#> lag1_var3 -2.5585510 1.9884478 -5.47579364   -0.2949376
#> lag1_var4  3.2235747 1.7676993  1.26694024    5.7959533
#> const     -0.1030807 5.9138227 -9.84871483    5.4650986
#> 
#> 
#> 
#> $SVK
#> $SVK$Sigma
#> $SVK$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001119413 0.0004301733 0.0006297488  0.001819856
#> 
#> $SVK$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02612851 0.01106078 -0.04495402  -0.01644233
#> Sigma[2,2]  1.99161416 0.47780283  1.49319232   2.72116745
#> 
#> $SVK$Sigma$equation3
#>                   mean        sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01678475 0.0082270  0.009658237   0.03116347
#> Sigma[3,2] -1.26046950 0.3138077 -1.745560074  -0.91731437
#> Sigma[3,3]  0.99707420 0.2125878  0.719749663   1.28987405
#> 
#> $SVK$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001156033 0.00359376 -0.002853074  0.006467004
#> Sigma[4,2] -0.081890467 0.10965045 -0.226572366  0.066423595
#> Sigma[4,3]  0.273070620 0.09005244  0.154185916  0.386417521
#> Sigma[4,4]  0.249440708 0.07455023  0.156137828  0.361505078
#> 
#> 
#> $SVK$A
#> $SVK$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96524370 0.01854889  0.93639994   0.98492873
#> lag1_var2 -0.01246062 0.03713511 -0.06000504   0.03669016
#> lag1_var3 -0.02246970 0.06379022 -0.10374701   0.06321238
#> lag1_var4  0.01068267 0.05779323 -0.06623582   0.08599065
#> const      1.59185029 0.14755515  1.38199136   1.78039104
#> 
#> $SVK$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.554688 0.7558931   -2.468737   -0.5860701
#> lag1_var2  4.379742 2.0249365    1.607600    6.7644819
#> lag1_var3  5.778912 3.4641755    1.060114    9.8974563
#> lag1_var4 -5.239473 3.1617286   -9.006807   -0.9928592
#> const      7.080779 8.7413597   -6.564664   16.7366181
#> 
#> $SVK$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.262749 0.5002045   0.6556575    1.9249051
#> lag1_var2 -1.357895 1.3391836  -3.2975857    0.5386873
#> lag1_var3 -1.355556 2.2988746  -4.6964820    1.8783570
#> lag1_var4  1.890724 2.0996741  -1.1078599    4.9348507
#> const     -4.124200 6.2338649 -11.6060988    5.6688704
#> 
#> $SVK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3697111 0.1614026   0.1685886    0.6089586
#> lag1_var2  0.8220206 0.6351126  -0.2589152    1.4743674
#> lag1_var3  1.3635198 1.0666319  -0.4711046    2.4510634
#> lag1_var4 -0.5125180 0.9976396  -1.5398339    1.1883911
#> const     -0.4241003 3.8151609  -5.3511875    5.2652777
#> 
#> 
#> 
#> $SVN
#> $SVN$Sigma
#> $SVN$Sigma$equation1
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001033963 0.00020027 0.0007943586  0.001333035
#> 
#> $SVN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01359155 0.003700758  -0.0191428  -0.00964849
#> Sigma[2,2]  0.49842170 0.095538432   0.4017032   0.65041052
#> 
#> $SVN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01241362 0.005245798  0.006080194   0.01948838
#> Sigma[3,2] -0.38136273 0.126174055 -0.585637580  -0.24257708
#> Sigma[3,3]  0.71127415 0.206169646  0.505621146   1.02279058
#> 
#> $SVN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004736454 0.004364988 -0.000147568  0.011387992
#> Sigma[4,2] -0.095819729 0.099855964 -0.260061259 -0.003103195
#> Sigma[4,3]  0.520617501 0.160887739  0.374442745  0.790564088
#> Sigma[4,4]  0.495535566 0.131549916  0.387517007  0.730667594
#> 
#> 
#> $SVN$A
#> $SVN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97585934 0.01711307   0.9499578   0.99619547
#> lag1_var2 -0.06298920 0.09304771  -0.1835530   0.06742418
#> lag1_var3 -0.10852866 0.16131538  -0.3157530   0.12021429
#> lag1_var4  0.09448858 0.15326384  -0.1204677   0.29209486
#> const      1.42991085 0.27905905   0.9681658   1.67290419
#> 
#> $SVN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4373849 0.2856069  -0.7397678  -0.04876092
#> lag1_var2 -0.4013678 1.7244130  -2.6500097   1.85498044
#> lag1_var3 -2.3709491 2.9833305  -6.2054367   1.58143696
#> lag1_var4  2.5468210 2.8800780  -1.2134519   6.30039893
#> const      0.3927702 5.1431339  -7.1302517   6.28167579
#> 
#> $SVN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4745634 0.4820399  0.03212052     1.280156
#> lag1_var2  3.2043271 2.4448960 -0.91084938     5.524154
#> lag1_var3  6.5702748 4.2457557 -0.63104727    10.533765
#> lag1_var4 -5.8006501 4.0696411 -9.68810946     1.094685
#> const      2.2456682 5.3659268 -6.80465207     6.783562
#> 
#> $SVN$A$equation4
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.2204358 0.527702  -0.3712087     1.133730
#> lag1_var2  2.6991703 2.384547  -0.7447753     5.624640
#> lag1_var3  4.7350118 4.162803  -1.2723295     9.832850
#> lag1_var4 -3.8590902 3.969407  -8.7624498     1.732422
#> const      2.2806850 4.147372  -4.3125197     7.312815
#> 
#> 
#> 
#> $SWE
#> $SWE$Sigma
#> $SWE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005385942 0.0001533151 0.0003652659 0.0007731649
#> 
#> $SWE$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01123747 0.00278183 -0.01540998 -0.007769186
#> Sigma[2,2]  0.87653921 0.15158779  0.68379151  1.083757424
#> 
#> $SWE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009318021 0.002777893  0.005403885   0.01313077
#> Sigma[3,2] -0.669671852 0.126719281 -0.823951378  -0.50788249
#> Sigma[3,3]  0.635817914 0.127681648  0.466233965   0.79483574
#> 
#> $SWE$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002429854 0.001490418  0.0006326948  0.004608007
#> Sigma[4,2] -0.126270270 0.052447603 -0.2171809813 -0.071500469
#> Sigma[4,3]  0.229864575 0.058535402  0.1473878059  0.300016026
#> Sigma[4,4]  0.161702841 0.038732763  0.1070465223  0.211627548
#> 
#> 
#> $SWE$A
#> $SWE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97288160 0.01386782   0.9583459   0.99463515
#> lag1_var2 -0.03260279 0.05903668  -0.1263004   0.03198360
#> lag1_var3 -0.06029221 0.09493861  -0.2082019   0.04601147
#> lag1_var4  0.04878711 0.09065685  -0.0518184   0.18953256
#> const      1.43780234 0.16215668   1.2555840   1.65991529
#> 
#> $SWE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5099004 0.4664728   -1.235524   0.02164098
#> lag1_var2 -1.7143727 1.5011816   -3.536694   0.66419363
#> lag1_var3 -3.9062639 2.3867642   -6.822476  -0.08590878
#> lag1_var4  4.1289340 2.4110120    0.296764   7.12142202
#> const      1.2312311 3.7221623   -4.153995   5.36385905
#> 
#> $SWE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1666343 0.3116513   0.7663160    1.6589697
#> lag1_var2  1.0584631 1.5736947  -0.6209372    3.2116220
#> lag1_var3  2.3991120 2.5124752  -0.3954610    5.8902295
#> lag1_var4 -1.8998691 2.5340705  -5.5021821    0.9057879
#> const     -0.6977696 2.6344681  -3.9392070    3.0618765
#> 
#> $SWE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8656600 0.1957461   0.6098682     1.129232
#> lag1_var2 -0.5254655 0.9169229  -1.5972977     0.801790
#> lag1_var3 -0.8552102 1.4441636  -2.4476242     1.296215
#> lag1_var4  1.4942186 1.4288133  -0.6445341     3.039094
#> const     -0.3926939 2.4656557  -3.9484548     2.541876
#> 
#> 
#> 
#> $SWZ
#> $SWZ$Sigma
#> $SWZ$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001211429 0.0005301522 0.0006084755  0.001928448
#> 
#> $SWZ$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03917658 0.01673483 -0.06138054  -0.01517539
#> Sigma[2,2]  2.38647432 0.74348506  1.36183609   3.27254840
#> 
#> $SWZ$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.02196403 0.009743036  0.008385877   0.03535602
#> Sigma[3,2] -1.35523277 0.411930922 -1.799377561  -0.76766676
#> Sigma[3,3]  0.78989029 0.229297759  0.457210479   1.01588160
#> 
#> $SWZ$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003587273 0.002279114  0.0007861547  0.006989715
#> Sigma[4,2] -0.233616168 0.079059315 -0.3420183954 -0.123429515
#> Sigma[4,3]  0.160806506 0.043378805  0.1038419214  0.218604249
#> Sigma[4,4]  0.063109579 0.011174039  0.0451825193  0.074906845
#> 
#> 
#> $SWZ$A
#> $SWZ$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.86983515 0.05923010  0.797268873   0.94240135
#> lag1_var2  0.08715018 0.08086392 -0.008234647   0.19744090
#> lag1_var3  0.16067299 0.15943437 -0.025992859   0.37823434
#> lag1_var4 -0.13710595 0.13580201 -0.325506444   0.01840762
#> const      1.55478192 0.16816458  1.263503235   1.72242434
#> 
#> $SWZ$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  2.4424620 1.371690   0.6740147     4.290337
#> lag1_var2 -0.8890970 1.941879  -3.7023636     1.535379
#> lag1_var3 -3.3399288 3.850453  -8.8563740     1.482121
#> lag1_var4  2.3828217 3.301354  -1.6586734     7.162076
#> const      0.9445109 7.156749  -7.7923731    10.843999
#> 
#> $SWZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.5558294 0.8578764 -2.72383637   -0.4644905
#> lag1_var2  1.3022628 1.1841106 -0.06741403    3.0210066
#> lag1_var3  3.3004120 2.3353546  0.58868618    6.6517549
#> lag1_var4 -1.7122444 2.0061282 -4.61824238    0.6239339
#> const      0.2823722 4.1858086 -5.33672692    5.3011560
#> 
#> $SWZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5409614 0.2906562  -0.9352929   -0.1811203
#> lag1_var2  0.6090540 0.3892151   0.1356428    1.1245725
#> lag1_var3  1.0903175 0.7610884   0.1400378    2.0978004
#> lag1_var4  0.1060516 0.6565072  -0.7952597    0.9274434
#> const      0.4150612 1.1165700  -1.1902062    2.0738761
#> 
#> 
#> 
#> $SYR
#> $SYR$Sigma
#> $SYR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006363066 0.002263479 0.004109161  0.009713739
#> 
#> $SYR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05412275 0.01887593 -0.08635211  -0.03309162
#> Sigma[2,2]  1.42541146 0.36929059  0.95829571   1.96239846
#> 
#> $SYR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05137958 0.01632876  0.03626669   0.07943825
#> Sigma[3,2] -1.16008744 0.30677546 -1.60927409  -0.79628761
#> Sigma[3,3]  1.26123677 0.29238847  0.90979531   1.66783566
#> 
#> $SYR$Sigma$equation4
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03323659 0.0118478  0.02071636    0.0505834
#> Sigma[4,2] -0.62588695 0.1861644 -0.88966801   -0.4121771
#> Sigma[4,3]  0.87871667 0.1987384  0.62729134    1.1604941
#> Sigma[4,4]  0.70830487 0.1462005  0.50941852    0.9057145
#> 
#> 
#> $SYR$A
#> $SYR$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9021989400 0.01993051  0.87300375   0.92609839
#> lag1_var2 -0.0004185763 0.04339694 -0.05407193   0.06266492
#> lag1_var3  0.0075456520 0.09628398 -0.10338461   0.14830386
#> lag1_var4 -0.0008439830 0.08505498 -0.12503964   0.09484728
#> const      2.0744965681 0.61058971  1.21240178   2.80307312
#> 
#> $SYR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6270826 0.2353218   0.2925026    0.9641949
#> lag1_var2  0.2162132 0.4177063  -0.3297797    0.7714604
#> lag1_var3 -1.1342069 1.0331205  -2.4223228    0.3777578
#> lag1_var4  0.8991267 0.9544873  -0.5043693    2.0843446
#> const     -1.2404199 5.2864142  -9.4371104    5.2423648
#> 
#> $SYR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8666075 0.2337829  -1.1860376   -0.5581159
#> lag1_var2  1.4205617 0.3438995   0.9293241    1.8433144
#> lag1_var3  4.0445972 0.8954521   2.8086997    5.1516366
#> lag1_var4 -2.6830334 0.8122317  -3.6533667   -1.5473486
#> const      2.9743587 5.3632607  -4.8608800    9.5851200
#> 
#> $SYR$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.699389 0.1903470  -0.9306007   -0.4608823
#> lag1_var2  1.302466 0.2857895   0.8969263    1.6598275
#> lag1_var3  3.068517 0.7190419   2.1599471    4.0679168
#> lag1_var4 -1.751845 0.6347606  -2.6363528   -0.9621297
#> const      2.353646 4.6712478  -3.9896924    7.8295678
#> 
#> 
#> 
#> $TCD
#> $TCD$Sigma
#> $TCD$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004818506 0.001288268 0.003555085  0.006981832
#> 
#> $TCD$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002198562 0.002120509 -0.005402189 0.0003965164
#> Sigma[2,2]  0.015905940 0.002513909  0.013531893 0.0202789407
#> 
#> $TCD$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.002402443 0.001788357 -0.00481023 -0.0003156074
#> Sigma[3,2] -0.019796597 0.005167508 -0.02527025 -0.0122662056
#> Sigma[3,3]  0.067259599 0.019598622  0.04164949  0.0950390520
#> 
#> $TCD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003803863 0.001443977 -0.005608737 -0.001854963
#> Sigma[4,2] -0.010349588 0.004567124 -0.016079954 -0.003477361
#> Sigma[4,3]  0.055843310 0.017879579  0.032953664  0.081088510
#> Sigma[4,4]  0.050071692 0.016636014  0.029508836  0.074176060
#> 
#> 
#> $TCD$A
#> $TCD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95750834 0.02163441   0.9289259    0.9895075
#> lag1_var2 -0.06285716 0.18855271  -0.2699639    0.2352392
#> lag1_var3 -0.05037396 0.37070746  -0.4167037    0.5598554
#> lag1_var4  0.04697712 0.36933024  -0.5613881    0.4115066
#> const      1.25414583 0.63258346   0.2165524    1.9408960
#> 
#> $TCD$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.04073578 0.01606262  0.01963060   0.06222695
#> lag1_var2  0.31985562 0.38484908 -0.04550326   0.88326107
#> lag1_var3 -0.54951617 0.50293934 -1.01901015   0.18464811
#> lag1_var4  0.53453515 0.49591499 -0.19318316   0.99843881
#> const      0.37458598 0.74311642 -0.62825582   1.41632981
#> 
#> $TCD$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1421444 0.06627633  -0.2336968  -0.05069043
#> lag1_var2  1.7255317 1.05000842   0.1278310   3.03305482
#> lag1_var3  3.0575899 1.53588687   0.7079992   4.96377592
#> lag1_var4 -2.0481935 1.52730629  -3.9450574   0.28800024
#> const      1.8172667 1.85472749  -0.2439799   4.36392325
#> 
#> $TCD$A$equation4
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.113014 0.06248432 -0.19299542  -0.02432829
#> lag1_var2  1.518708 0.89439265  0.19259835   2.65666687
#> lag1_var3  2.053435 1.35930923  0.06142715   3.75376621
#> lag1_var4 -1.049766 1.35425699 -2.74758334   0.93413834
#> const      1.727310 1.78703304 -0.25163700   4.22173752
#> 
#> 
#> 
#> $TGO
#> $TGO$Sigma
#> $TGO$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002675759 0.0007441249 0.001872134  0.003912662
#> 
#> $TGO$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007539118 0.002323949 -0.01090427 -0.004580968
#> Sigma[2,2]  0.121710577 0.030580936  0.08301417  0.161956789
#> 
#> $TGO$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005563334 0.001959585  0.003682945  0.008796346
#> Sigma[3,2] -0.070965151 0.018747994 -0.096967273 -0.049375047
#> Sigma[3,3]  0.058179347 0.012249233  0.045327598  0.077726887
#> 
#> $TGO$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0011863191 0.001084443  4.924928e-05  0.002785131
#> Sigma[4,2] -0.0003488458 0.007412436 -8.168208e-03  0.012017654
#> Sigma[4,3]  0.0174160769 0.003416023  1.464472e-02  0.022814898
#> Sigma[4,4]  0.0176597411 0.004127481  1.292890e-02  0.023864481
#> 
#> 
#> $TGO$A
#> $TGO$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9845873 0.02408046  0.94842773  1.013809533
#> lag1_var2 -0.1716058 0.11829602 -0.32813904 -0.002712397
#> lag1_var3 -0.2663514 0.19325591 -0.52134228  0.004150165
#> lag1_var4  0.2441898 0.19518387 -0.03510233  0.505409337
#> const      1.7192989 0.61054400  0.88439384  2.433545661
#> 
#> $TGO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2524300 0.1722192 -0.49022059  -0.05590911
#> lag1_var2  1.5637225 1.0611207 -0.02789289   2.69987353
#> lag1_var3  1.3190852 1.7776103 -1.38065051   3.17381918
#> lag1_var4 -1.2254405 1.7634728 -3.09143690   1.45786377
#> const      0.7229596 2.0114705 -2.69979531   2.93041950
#> 
#> $TGO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1770344 0.1313543 -0.01091412    0.3547325
#> lag1_var2  0.3489640 0.6602426 -0.31810149    1.3445961
#> lag1_var3  1.3718278 1.1122485  0.13677140    3.0778397
#> lag1_var4 -0.4634479 1.0959450 -2.11195159    0.7893624
#> const      0.9929505 2.0979099 -1.22699826    4.3186580
#> 
#> $TGO$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02543728 0.1003484 -0.08299229    0.1821152
#> lag1_var2  0.86905506 0.6174013  0.18281178    1.9005746
#> lag1_var3  1.47059788 1.1001497  0.20625934    3.2862474
#> lag1_var4 -0.50056373 1.0626313 -2.26721705    0.6783328
#> const      1.10322564 1.2500059 -0.50286201    2.5163395
#> 
#> 
#> 
#> $THA
#> $THA$Sigma
#> $THA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001202838 0.0003394266 0.0008387718  0.001738678
#> 
#> $THA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009710173 0.003252881  -0.0147996 -0.006569999
#> Sigma[2,2]  0.225371913 0.038407413   0.1665412  0.272377429
#> 
#> $THA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005405008 0.004291989  0.001066744   0.01186433
#> Sigma[3,2] -0.163532498 0.088497733 -0.285322969  -0.04833035
#> Sigma[3,3]  0.652839625 0.189035470  0.441871033   0.94204536
#> 
#> $THA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001699244 0.002654504 -0.005052071  0.002375085
#> Sigma[4,2]  0.002594066 0.077818229 -0.114956573  0.106287505
#> Sigma[4,3]  0.534599722 0.153235004  0.350473751  0.763963323
#> Sigma[4,4]  0.538928180 0.138951571  0.371736388  0.754709621
#> 
#> 
#> $THA$A
#> $THA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95487197 0.01142588  0.94163574   0.97324330
#> lag1_var2 -0.06314581 0.07354842 -0.14059141   0.05834016
#> lag1_var3 -0.10074447 0.10910616 -0.21049375   0.07959777
#> lag1_var4  0.09640734 0.10835703 -0.08353185   0.20374565
#> const      1.52314480 0.32145084  1.00648792   1.86894043
#> 
#> $THA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.16813820 0.1125988  -0.3319407   -0.0458898
#> lag1_var2 -0.06940011 1.4742095  -2.5292833    1.1771204
#> lag1_var3 -0.76217743 2.0146991  -4.1276548    0.9437897
#> lag1_var4  0.80383680 1.9986223  -0.8925225    4.1535513
#> const      2.08101648 3.6311140  -2.7537935    7.1039005
#> 
#> $THA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06696139 0.3059234  -0.2170967    0.5975336
#> lag1_var2  1.58394225 3.8345976  -4.1383673    6.1473512
#> lag1_var3  2.44872383 5.2829706  -5.5944980    8.5020461
#> lag1_var4 -1.50198227 5.2533920  -7.5171347    6.5024791
#> const      1.14810504 6.9541433  -9.9688727    8.9039154
#> 
#> $THA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05610757 0.2629682  -0.2664314    0.3694027
#> lag1_var2  1.13692078 3.1601391  -3.7957635    4.4821800
#> lag1_var3  1.35817099 4.4031246  -5.6324829    5.8629318
#> lag1_var4 -0.37600758 4.3774569  -4.8696230    6.5805445
#> const      2.31793483 5.1123438  -5.4230046    6.8023029
#> 
#> 
#> 
#> $TJK
#> $TJK$Sigma
#> $TJK$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005390416 0.001581775 0.003374319  0.007857895
#> 
#> $TJK$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007198062 0.006124489 -0.01525733  0.000874058
#> Sigma[2,2]  0.255925534 0.035744739  0.22489215  0.311018505
#> 
#> $TJK$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01110998 0.005350064 -0.01781215 -0.004114538
#> Sigma[3,2] -0.10299500 0.056361277 -0.16830565 -0.023065797
#> Sigma[3,3]  0.33696622 0.085523527  0.23842191  0.458822058
#> 
#> $TJK$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01508441 0.004832005 -0.02214805 -0.009036466
#> Sigma[4,2]  0.01480799 0.054449337 -0.05355996  0.089549547
#> Sigma[4,3]  0.30450553 0.076801160  0.22620469  0.426601018
#> Sigma[4,4]  0.32813932 0.070834895  0.25836376  0.445667029
#> 
#> 
#> $TJK$A
#> $TJK$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9922555 0.0369942   0.9391796    1.0411307
#> lag1_var2 -0.2550161 0.1173746  -0.4285856   -0.1289711
#> lag1_var3 -0.6097340 0.2446809  -0.9599125   -0.3427089
#> lag1_var4  0.5776331 0.2332443   0.3227612    0.9095863
#> const      1.6269885 0.5858572   0.8167540    2.4926527
#> 
#> $TJK$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.17602821 0.1478954 -0.02567333    0.3683772
#> lag1_var2 -0.04096276 0.4752089 -0.68980847    0.6519373
#> lag1_var3 -1.45466922 0.9020738 -2.80161324   -0.3286657
#> lag1_var4  1.30495771 0.8524332  0.26318940    2.5871071
#> const      5.28378502 2.7252742  2.12242758    9.2904474
#> 
#> $TJK$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.050924 0.2630799   -1.462393   -0.7494338
#> lag1_var2  4.188741 0.6923414    3.348976    5.2516278
#> lag1_var3  8.636938 1.5255563    6.619920   10.7676758
#> lag1_var4 -7.169791 1.4692127   -9.187332   -5.2039253
#> const     -3.082271 5.9684206   -9.029225    5.8838701
#> 
#> $TJK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0458453 0.2690955   -1.398495   -0.6642251
#> lag1_var2  4.0333472 0.8775705    2.915832    5.2257503
#> lag1_var3  7.6206701 1.9201808    5.034641   10.0133329
#> lag1_var4 -6.1879853 1.8407196   -8.452385   -3.6846211
#> const     -0.7595645 5.7645413   -7.052956    8.0300248
#> 
#> 
#> 
#> $TKM
#> $TKM$Sigma
#> $TKM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005724116 0.001458802 0.004100694  0.008143572
#> 
#> $TKM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01975439 0.01584301 -0.03280389  0.008051363
#> Sigma[2,2]  0.70250335 0.12578373  0.57399048  0.901099317
#> 
#> $TKM$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1] -0.05235464 0.0139686 -0.07437991  -0.03669701
#> Sigma[3,2] -0.16115140 0.2655428 -0.62269489   0.04436758
#> Sigma[3,3]  0.85257402 0.3266109  0.55350743   1.36551458
#> 
#> $TKM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.06664579 0.01164304 -0.08215543  -0.04984289
#> Sigma[4,2]  0.23365517 0.24309444 -0.16741031   0.46538873
#> Sigma[4,3]  0.81461868 0.21710124  0.59647638   1.16621509
#> Sigma[4,4]  1.00377668 0.15892541  0.77929449   1.21362823
#> 
#> 
#> $TKM$A
#> $TKM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94401155 0.02674292   0.9106489    0.9755133
#> lag1_var2  0.05474702 0.11649017  -0.1395886    0.1757999
#> lag1_var3  0.07668362 0.21913420  -0.2875023    0.3074815
#> lag1_var4 -0.08806636 0.21094260  -0.3085567    0.2633890
#> const      1.82435151 0.60371678   1.0687727    2.6759356
#> 
#> $TKM$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.3586708 0.2475615   0.05653075    0.7147780
#> lag1_var2 -1.7573494 0.9546352  -2.90338777   -0.3966919
#> lag1_var3 -4.7726160 1.7295869  -6.90130407   -2.3310339
#> lag1_var4  4.7189954 1.7007694   2.29625046    6.8028635
#> const     -3.6370596 6.8421207 -13.88616975    3.5043614
#> 
#> $TKM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1945610 0.3455565  -0.7105017    0.1963533
#> lag1_var2  0.7449131 1.6290874  -1.1440193    3.3882338
#> lag1_var3  2.5033779 3.0168708  -1.0005711    7.3978049
#> lag1_var4 -1.4426025 2.9164373  -6.1926730    1.9215021
#> const      1.4859067 6.4792987  -7.5829068   10.1437076
#> 
#> $TKM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.02138287 0.3480429  -0.4132341     0.453576
#> lag1_var2 -0.61092438 1.8193455  -3.0156601     2.198436
#> lag1_var3 -0.80873336 3.4379122  -5.3005574     4.491413
#> lag1_var4  1.85387643 3.3024194  -3.2404251     6.177798
#> const     -0.64757238 6.9417971 -10.1354771     9.775083
#> 
#> 
#> 
#> $TLS
#> $TLS$Sigma
#> $TLS$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01916648 0.005203408  0.01377396   0.02820799
#> 
#> $TLS$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005085514 0.007204709 -0.01764032  0.001715173
#> Sigma[2,2]  0.087740828 0.016555457  0.06817901  0.113942147
#> 
#> $TLS$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.07578464 0.02960777 -0.12260561  -0.04299153
#> Sigma[3,2] -0.04350676 0.03499967 -0.08757824   0.01087138
#> Sigma[3,3]  0.44933745 0.17534194  0.24704285   0.70094998
#> 
#> $TLS$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.08248133 0.02850371 -0.12716223  -0.04949632
#> Sigma[4,2]  0.01562227 0.04032274 -0.02396048   0.08493817
#> Sigma[4,3]  0.43672136 0.16297569  0.24912735   0.67180673
#> Sigma[4,4]  0.46464489 0.15217133  0.28981179   0.68892684
#> 
#> 
#> $TLS$A
#> $TLS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91562329 0.05858769   0.8195618    0.9785940
#> lag1_var2  0.05515976 0.44103875  -0.4367098    0.7481193
#> lag1_var3  0.10585425 0.66969327  -0.6463259    1.1277053
#> lag1_var4 -0.10779205 0.65456455  -1.1085513    0.6273336
#> const      1.99267655 0.74083361   0.8204246    2.8124176
#> 
#> $TLS$A$equation2
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.06062728 0.155437  -0.2259472    0.1998596
#> lag1_var2  0.70335043 1.139580  -0.8292601    2.3160790
#> lag1_var3 -0.33942223 1.682197  -2.6643703    2.0911760
#> lag1_var4  0.36116691 1.648765  -2.0178582    2.6256971
#> const     -0.06150871 2.006466  -1.9500168    3.2872557
#> 
#> $TLS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2151038 0.3795952  -0.2028052    0.8227477
#> lag1_var2  0.3258734 3.2650459  -4.6434848    3.7539420
#> lag1_var3  1.4951283 4.7801693  -5.9144664    6.4074379
#> lag1_var4 -0.5437503 4.6884181  -5.4020567    6.7226392
#> const     -1.2571466 4.8661921  -7.2386502    5.6248774
#> 
#> $TLS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1669521 0.3464354  -0.2699698    0.7035347
#> lag1_var2  0.3855503 2.8585105  -4.0228892    3.6466969
#> lag1_var3  0.6561010 4.2207483  -5.9123014    5.4864260
#> lag1_var4  0.3187983 4.1393916  -4.4459644    6.7578210
#> const     -1.7340156 4.9002677  -7.5163325    5.4400796
#> 
#> 
#> 
#> $TON
#> $TON$Sigma
#> $TON$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007389868 0.0001746055 0.0005898844  0.001049435
#> 
#> $TON$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] 0.004749322 0.002574635 0.002173745  0.008678006
#> Sigma[2,2] 0.242872728 0.051671697 0.187187580  0.323466025
#> 
#> $TON$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.003036676 0.002514933 -0.006774161  4.242033e-05
#> Sigma[3,2] -0.165732391 0.044793541 -0.220258935 -1.047186e-01
#> Sigma[3,3]  0.255515425 0.077141746  0.155316043  3.587205e-01
#> 
#> $TON$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003482065 0.002055922 -0.003213521  0.002398114
#> Sigma[4,2] -0.0272621256 0.033750464 -0.081506841  0.014389949
#> Sigma[4,3]  0.1636405299 0.056892627  0.096753745  0.239227804
#> Sigma[4,4]  0.1508648927 0.042543479  0.096601639  0.208655829
#> 
#> 
#> $TON$A
#> $TON$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9366208 0.01312251  0.92215399   0.95641657
#> lag1_var2 -0.0656410 0.07044082 -0.18014306   0.01522131
#> lag1_var3 -0.1112013 0.11945435 -0.30874488   0.02228035
#> lag1_var4  0.1065927 0.11731519 -0.02462404   0.30037611
#> const      1.5377527 0.29448309  1.02724276   1.78339203
#> 
#> $TON$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07835823 0.2372548  -0.2576226    0.4257945
#> lag1_var2  0.28071924 0.9573287  -0.7398537    1.8329892
#> lag1_var3 -1.02344987 1.5360617  -2.6815538    1.4878623
#> lag1_var4  1.02283877 1.5040594  -1.4320242    2.6483746
#> const     -1.19826369 6.0882735  -8.5251829    8.6691748
#> 
#> $TON$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4828229 0.2296746  -0.8507677   -0.2496883
#> lag1_var2  1.7765172 1.5795702  -0.1993692    4.3906851
#> lag1_var3  4.0564711 2.7007696   0.4955505    8.3951949
#> lag1_var4 -2.9276937 2.6442221  -7.1886059    0.5529473
#> const      2.0242505 3.8676190  -3.2935993    7.6613277
#> 
#> $TON$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4495825 0.1969185  -0.6653018   -0.1293541
#> lag1_var2  1.5696100 1.4351960  -0.3595876    3.6478673
#> lag1_var3  2.8279011 2.4716510  -0.5944293    6.3431523
#> lag1_var4 -1.6903366 2.4185333  -5.1333815    1.6580362
#> const      1.0449126 1.8124564  -1.1109415    3.1121170
#> 
#> 
#> 
#> $TTO
#> $TTO$Sigma
#> $TTO$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001367666 0.000217558 0.001126987  0.001706711
#> 
#> $TTO$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.003404808 0.003089167 -0.008592915 -0.0003617178
#> Sigma[2,2]  0.357622683 0.079689360  0.276208197  0.4784121729
#> 
#> $TTO$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01649301 0.004148059  0.01234469   0.02347958
#> Sigma[3,2] -0.32241933 0.080476440 -0.43103992  -0.21259559
#> Sigma[3,3]  0.67729214 0.113060645  0.55873817   0.83232832
#> 
#> $TTO$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01490997 0.003457258  0.01000104   0.01902749
#> Sigma[4,2] -0.10810149 0.073224602 -0.22275816  -0.01846479
#> Sigma[4,3]  0.50902870 0.108670213  0.34657210   0.64527134
#> Sigma[4,4]  0.47239419 0.096691756  0.30595058   0.57623169
#> 
#> 
#> $TTO$A
#> $TTO$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9481253 0.01890781  0.92401641    0.9729278
#> lag1_var2 -0.0888529 0.05103991 -0.15867141   -0.0292741
#> lag1_var3 -0.1478505 0.08496351 -0.26355112   -0.0471986
#> lag1_var4  0.1440999 0.07966839  0.04993896    0.2520577
#> const      1.4658104 0.31494938  0.91973096    1.7864752
#> 
#> $TTO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4132913 0.2699121  -0.7957929    -0.043305
#> lag1_var2  2.6650003 0.3838238   2.0501476     3.150518
#> lag1_var3  2.8530498 0.6350554   1.8387430     3.671305
#> lag1_var4 -2.7489365 0.6175379  -3.5545494    -1.778648
#> const      3.7207853 5.0268289  -2.8869060    10.463883
#> 
#> $TTO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4064889 0.3461943 -0.03564462   0.85537513
#> lag1_var2 -1.5643268 0.7155238 -2.57806730  -0.53579265
#> lag1_var3 -1.7751551 1.1905537 -3.45521486  -0.07822353
#> lag1_var4  2.6236972 1.1230559  1.05707536   4.25995573
#> const     -1.2497716 5.0414572 -9.21545564   4.87489927
#> 
#> $TTO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1534494 0.3065961  -0.1945477    0.5638074
#> lag1_var2 -0.4463651 0.6752248  -1.3307969    0.5170158
#> lag1_var3 -0.8795146 1.1365615  -2.3770372    0.7125036
#> lag1_var4  1.7937234 1.0669297   0.3113475    3.2097192
#> const      0.8659249 3.7971117  -4.9442009    5.6693772
#> 
#> 
#> 
#> $TUN
#> $TUN$Sigma
#> $TUN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006230878 0.0001807003 0.0004665959 0.0009193053
#> 
#> $TUN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009544831 0.005291574 -0.01803286 -0.003598641
#> Sigma[2,2]  1.033204775 0.192837509  0.70747552  1.231607242
#> 
#> $TUN$Sigma$equation3
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0133752 0.00497997  0.008888067   0.02184942
#> Sigma[3,2] -0.4310316 0.13723574 -0.644704719  -0.28285823
#> Sigma[3,3]  0.5887562 0.14244091  0.426849229   0.82735859
#> 
#> $TUN$Sigma$equation4
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.01068692 0.00442996  0.006144126    0.0180400
#> Sigma[4,2] 0.06741804 0.14830669 -0.145847583    0.2618638
#> Sigma[4,3] 0.46236786 0.13365770  0.323350653    0.6594286
#> Sigma[4,4] 0.59320282 0.15359742  0.385469470    0.7874318
#> 
#> 
#> $TUN$A
#> $TUN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91659377 0.01891626  0.89949579   0.94783849
#> lag1_var2  0.08012229 0.03752200  0.01955978   0.11904164
#> lag1_var3  0.16035358 0.08013405  0.03325729   0.24654348
#> lag1_var4 -0.15052902 0.07203148 -0.22861858  -0.03649153
#> const      1.52880212 0.21448199  1.21577602   1.82824761
#> 
#> $TUN$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.176742 0.4611187    0.608177    1.7931550
#> lag1_var2 -2.321589 0.9098203   -3.479982   -0.8969443
#> lag1_var3 -5.713938 1.8259296   -7.752718   -2.6815580
#> lag1_var4  5.352892 1.5963493    2.707157    7.1430317
#> const     -2.329931 6.5145501  -11.105687    6.2164930
#> 
#> $TUN$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.124769 0.3006459   -1.561215   -0.7561774
#> lag1_var2  3.054046 0.4464603    2.518455    3.6434869
#> lag1_var3  6.958060 0.9821668    5.766103    8.2562585
#> lag1_var4 -5.520747 0.9021967   -6.710414   -4.4551183
#> const      3.101485 6.4391631   -4.910519   10.7533956
#> 
#> $TUN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7326491 0.2942709   -1.136226    -0.359806
#> lag1_var2  1.9310860 0.6227401    1.067922     2.824628
#> lag1_var3  4.2064034 1.3347094    2.469868     6.043051
#> lag1_var4 -2.8534569 1.2294837   -4.543159    -1.224961
#> const      1.9266555 5.4070596   -6.262889     8.487912
#> 
#> 
#> 
#> $TUR
#> $TUR$Sigma
#> $TUR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001869976 0.0005222316 0.001284905  0.002650281
#> 
#> $TUR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02085443 0.006275001 -0.03113529  -0.01437388
#> Sigma[2,2]  1.00493838 0.200738478  0.76561697   1.24820029
#> 
#> $TUR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003704681 0.008158576 -0.006609591   0.01540037
#> Sigma[3,2] -0.612032456 0.342235470 -1.083906400  -0.24258975
#> Sigma[3,3]  1.577748165 0.396631819  1.063571541   2.10587541
#> 
#> $TUR$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.006704172 0.008761516 -0.01677628  0.007049372
#> Sigma[4,2] -0.120714583 0.319638350 -0.55492069  0.213148367
#> Sigma[4,3]  1.414680571 0.304538359  0.96675591  1.798322104
#> Sigma[4,4]  1.508900579 0.268059789  1.17537082  1.850973684
#> 
#> 
#> $TUR$A
#> $TUR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95650930 0.01981120  0.93093998   0.97889951
#> lag1_var2 -0.02971427 0.04313624 -0.08787676   0.02497071
#> lag1_var3 -0.08152760 0.08348351 -0.19362138   0.02284360
#> lag1_var4  0.07536210 0.07566985 -0.01798264   0.17690510
#> const      1.42512724 0.30661188  1.06254794   1.83408238
#> 
#> $TUR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6281200 0.4015685  0.08428177    1.1830713
#> lag1_var2 -0.2574005 0.9266267 -1.52232237    0.8197605
#> lag1_var3 -1.8214836 1.9051252 -4.47028568    0.4933013
#> lag1_var4  1.5369179 1.7381758 -0.64250113    3.9214197
#> const      0.7728567 7.1090586 -9.57233302    9.6291976
#> 
#> $TUR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2580220 0.3579513  -0.2243661    0.7590008
#> lag1_var2  0.1973613 0.9908415  -1.0545811    1.6990493
#> lag1_var3  1.1115137 1.8985515  -1.2692821    3.8385035
#> lag1_var4 -0.2236217 1.7128926  -2.6594593    1.9302711
#> const     -2.7562481 7.5683050 -13.4624864    7.0699674
#> 
#> $TUR$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.6157636 0.3514903   0.03901694    0.9939238
#> lag1_var2 -0.3820183 1.3291540  -2.13121273    1.5617496
#> lag1_var3 -0.6970499 2.4783416  -4.10694556    2.8445488
#> lag1_var4  1.4338592 2.2421879  -1.77089599    4.5083577
#> const     -3.0863967 8.1759257 -14.29995920    8.5022655
#> 
#> 
#> 
#> $TWN
#> $TWN$Sigma
#> $TWN$Sigma$equation1
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00237249 0.005568032 0.0003760101   0.01042301
#> 
#> $TWN$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002471079 0.01346168 -0.00966092   0.01762262
#> Sigma[2,2]  0.214063025 0.04406917  0.16178958   0.28180460
#> 
#> $TWN$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.002382639 0.01160474 -0.01485776  0.008893093
#> Sigma[3,2] -0.177655187 0.04268137 -0.23926338 -0.128125074
#> Sigma[3,3]  0.176563558 0.04924830  0.12285968  0.245262469
#> 
#> $TWN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001034022 0.003903345 -0.004981398  0.003503686
#> Sigma[4,2] -0.055880997 0.021792285 -0.090580471 -0.035670315
#> Sigma[4,3]  0.076318066 0.026268204  0.050289712  0.117833704
#> Sigma[4,4]  0.045407260 0.014429063  0.028913002  0.067764683
#> 
#> 
#> $TWN$A
#> $TWN$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9498082 0.01711024  0.92971192  0.971815392
#> lag1_var2 -0.1214455 0.20981095 -0.43925912 -0.002433913
#> lag1_var3 -0.2256497 0.36643494 -0.78169687 -0.010986463
#> lag1_var4  0.2247701 0.35912232  0.01034756  0.768957359
#> const      1.4093547 0.29296416  1.08223352  1.866867145
#> 
#> $TWN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4635241 0.2543848   0.1467650    0.8095439
#> lag1_var2 -0.1373283 1.4385154  -2.4750716    0.9178320
#> lag1_var3 -1.4623715 2.4666546  -5.4227028    0.4195258
#> lag1_var4  1.2126572 2.4812159  -0.7634944    5.2093047
#> const      3.2014223 3.3569740  -1.2432997    7.6714566
#> 
#> $TWN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1375262 0.2036199 -0.41938007    0.1540669
#> lag1_var2  0.6852985 1.2016540 -0.57965126    2.6107663
#> lag1_var3  1.8589751 2.0069189 -0.09317868    5.0817072
#> lag1_var4 -0.7663783 2.0201781 -4.02479437    1.1458403
#> const     -2.4221133 2.6368380 -6.43204906    0.7814387
#> 
#> $TWN$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1350342 0.08425588  0.04843186    0.2578350
#> lag1_var2  0.1714320 0.56397284 -0.78710343    0.7751899
#> lag1_var3  0.2599980 0.93343088 -1.32553156    1.2660568
#> lag1_var4  0.6926879 0.93644139 -0.33170833    2.2745751
#> const     -0.9541803 1.25071302 -2.55402512    0.6369855
#> 
#> 
#> 
#> $TZA
#> $TZA$Sigma
#> $TZA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006389796 0.0001501694 0.0004549869 0.0008630465
#> 
#> $TZA$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0007175164 0.0005724628 -0.001544749 0.0001213446
#> Sigma[2,2]  0.0398162296 0.0068642176  0.033526559 0.0508303997
#> 
#> $TZA$Sigma$equation3
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0001087589 0.00157081 -0.001979934  0.002385203
#> Sigma[3,2] -0.0253220949 0.01460882 -0.045704266 -0.005026542
#> Sigma[3,3]  0.1403426617 0.02773037  0.105321838  0.183521015
#> 
#> $TZA$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0007254612 0.001641916 -0.003133191  0.001463215
#> Sigma[4,2]  0.0089486465 0.011320738 -0.002582583  0.026786228
#> Sigma[4,3]  0.1214571756 0.025221062  0.090482936  0.160058393
#> Sigma[4,4]  0.1322089121 0.025291755  0.095361058  0.166271747
#> 
#> 
#> $TZA$A
#> $TZA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97419738 0.01872726   0.9450750   0.99710242
#> lag1_var2 -0.06043559 0.09064680  -0.1758878   0.08244384
#> lag1_var3 -0.05265790 0.11950564  -0.1964610   0.14350132
#> lag1_var4  0.04637586 0.11573063  -0.1448740   0.18460058
#> const      1.25539476 0.28428323   0.8610936   1.65249834
#> 
#> $TZA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3035822 0.1002098  -0.4493458   -0.1882237
#> lag1_var2  1.1092265 0.5879719   0.2800407    1.8921648
#> lag1_var3  0.5375133 0.7435578  -0.5349658    1.5225258
#> lag1_var4 -0.4533627 0.7286813  -1.4225356    0.5884763
#> const      1.0521867 0.8161409  -0.1735041    1.9790092
#> 
#> $TZA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04433535 0.2394941  -0.2741008    0.3340315
#> lag1_var2  0.39761672 0.7703667  -0.3155466    1.6058442
#> lag1_var3  1.32290037 1.0623525   0.1839362    2.9560276
#> lag1_var4 -0.36310198 1.0045431  -1.9018225    0.6948385
#> const      1.98800821 2.2702645  -1.2861614    4.8273778
#> 
#> $TZA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2298448 0.2214906 -0.55080858   0.00601899
#> lag1_var2  0.8384915 0.6948395 -0.02084409   1.90349871
#> lag1_var3  1.2017339 1.0428821 -0.15547049   2.75651402
#> lag1_var4 -0.1600205 0.9779291 -1.61361902   1.10229001
#> const      2.4215631 2.3430880 -1.00225435   5.69107056
#> 
#> 
#> 
#> $UGA
#> $UGA$Sigma
#> $UGA$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007503088 0.000183432 0.0005136046  0.001039772
#> 
#> $UGA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002764101 0.002906226 -0.006111697  0.001794997
#> Sigma[2,2]  0.154028497 0.036757472  0.118538892  0.212329263
#> 
#> $UGA$Sigma$equation3
#>                   mean        sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01300034 0.0129917 -0.005227843   0.02968655
#> Sigma[3,2] -0.49831393 0.1295951 -0.660613549  -0.32673900
#> Sigma[3,3]  5.74603538 1.3884347  4.408065852   7.88711654
#> 
#> $UGA$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01143638 0.01207896 -0.004296976   0.02824505
#> Sigma[4,2] -0.39205923 0.11798302 -0.535988017  -0.23942691
#> Sigma[4,3]  5.53354958 1.39999608  4.197616512   7.62729285
#> Sigma[4,4]  5.39891661 1.41187473  4.021776390   7.50583041
#> 
#> 
#> $UGA$A
#> $UGA$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9744991 0.01058902   0.9574551   0.98609452
#> lag1_var2 -0.1597806 0.06507567  -0.2611721  -0.09791173
#> lag1_var3 -0.1882364 0.08533208  -0.3288605  -0.10809635
#> lag1_var4  0.1818558 0.08375222   0.1031482   0.31958383
#> const      1.2058440 0.21529647   0.8961041   1.49932997
#> 
#> $UGA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.10357012 0.0955117  -0.2065397   0.03457558
#> lag1_var2  0.71416074 0.6358398  -0.4112959   1.26111624
#> lag1_var3  0.10136143 0.8187903  -1.3258487   0.80158780
#> lag1_var4 -0.07925165 0.8106055  -0.7574826   1.33966563
#> const      1.87602145 2.7303962  -2.1065084   5.29852253
#> 
#> $UGA$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1  2.447594  0.7619304    1.567344     3.550300
#> lag1_var2  5.132929  6.0698199   -3.977644    11.737121
#> lag1_var3  6.171930  8.1752640   -6.955947    14.743636
#> lag1_var4 -5.940359  7.9030552  -14.337501     6.633206
#> const     -3.954858 24.0794954  -36.910645    29.197425
#> 
#> $UGA$A$equation4
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1  2.426229  0.7520311    1.570906     3.510178
#> lag1_var2  5.357665  6.1528524   -3.935190    12.473617
#> lag1_var3  5.817051  8.3143280   -7.563159    14.690130
#> lag1_var4 -5.578323  8.0360163  -14.219262     7.249540
#> const     -3.206272 23.1104426  -34.808880    29.760846
#> 
#> 
#> 
#> $UKR
#> $UKR$Sigma
#> $UKR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006258859 0.0008653918 0.005310223  0.007571103
#> 
#> $UKR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02734949 0.01193109 -0.04454909  -0.01240259
#> Sigma[2,2]  0.99997762 0.23834653  0.73748274   1.40925965
#> 
#> $UKR$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03617014 0.007379947  0.02774606   0.04695167
#> Sigma[3,2] -0.55958322 0.136170606 -0.74557471  -0.40497765
#> Sigma[3,3]  0.55274714 0.091064081  0.43588270   0.66726551
#> 
#> $UKR$Sigma$equation4
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.02279764 0.005910376  0.01530675   0.03149992
#> Sigma[4,2] 0.01260390 0.084680440 -0.12217722   0.11499479
#> Sigma[4,3] 0.25575017 0.061200168  0.16962663   0.33112147
#> Sigma[4,4] 0.28865044 0.040931294  0.23033938   0.34074671
#> 
#> 
#> $UKR$A
#> $UKR$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9715121 0.03089517   0.9315595   1.01206624
#> lag1_var2 -0.1261896 0.15962497  -0.4047474   0.01964584
#> lag1_var3 -0.2495687 0.28136125  -0.7376471   0.01699160
#> lag1_var4  0.2318711 0.26375777  -0.0186075   0.68991243
#> const      1.5862615 0.64861812   0.9139575   2.56706441
#> 
#> $UKR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.52758845 0.4670733   -1.220588   0.01653395
#> lag1_var2  0.99354263 2.1458117   -1.159423   4.80653643
#> lag1_var3  0.18892486 3.7963733   -3.644135   6.91140485
#> lag1_var4 -0.02675367 3.5498025   -6.338331   3.45902507
#> const      5.29664241 8.0616783   -4.730535  18.61844317
#> 
#> $UKR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2971927 0.3030643 -0.06754839    0.7524335
#> lag1_var2  0.4707087 1.4026292 -1.89620834    1.7010347
#> lag1_var3  1.7083506 2.4982221 -2.51392676    3.8267651
#> lag1_var4 -0.8250176 2.3750176 -2.85539491    3.1779618
#> const     -1.7468427 4.2758046 -7.64547588    3.8148156
#> 
#> $UKR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03641905 0.2557137  -0.3457770    0.3564579
#> lag1_var2  0.64799508 0.7856931  -0.2918667    1.7612329
#> lag1_var3  1.13842650 1.3759362  -0.4969262    3.1130317
#> lag1_var4 -0.14403672 1.3023852  -2.0203279    1.3683281
#> const      1.04817393 4.1821199  -4.5728745    6.4009442
#> 
#> 
#> 
#> $URY
#> $URY$Sigma
#> $URY$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001599773 0.0003496117 0.001126072  0.002068243
#> 
#> $URY$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0393408 0.01048981  -0.0542368  -0.02685032
#> Sigma[2,2]  1.5686660 0.34381646   1.1513534   2.05180354
#> 
#> $URY$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04421483 0.0120564  0.03146384   0.06267437
#> Sigma[3,2] -1.41856693 0.3902960 -1.99467265  -0.93804009
#> Sigma[3,3]  2.07837087 0.5132277  1.44331439   2.81961972
#> 
#> $URY$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02227759 0.008229668  0.01385526   0.03482713
#> Sigma[4,2] -0.51018786 0.258148419 -0.87221694  -0.21250780
#> Sigma[4,3]  1.33563883 0.357882725  0.80328704   1.76447276
#> Sigma[4,4]  1.12845214 0.262303816  0.70318788   1.41407649
#> 
#> 
#> $URY$A
#> $URY$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92105345 0.01768628  0.89916902   0.94773269
#> lag1_var2  0.02961078 0.05232304 -0.04485259   0.09921539
#> lag1_var3  0.05811441 0.08537458 -0.06456136   0.16982842
#> lag1_var4 -0.05337980 0.07871216 -0.15791412   0.06013954
#> const      1.72302493 0.32016521  1.30891020   2.20001605
#> 
#> $URY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6429549 0.7544658  -0.6749777     1.316105
#> lag1_var2 -0.1194418 1.6758660  -2.1408487     2.018835
#> lag1_var3 -1.6393025 2.8365130  -5.1034358     1.932180
#> lag1_var4  1.4451585 2.5903329  -1.8030718     4.640013
#> const     -2.5631703 9.1911240 -17.4285887     9.209168
#> 
#> $URY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1285833 0.8089479   -1.045671     1.227926
#> lag1_var2  0.7218261 1.6062497   -1.339841     2.686751
#> lag1_var3  2.1718385 2.6822072   -1.335443     5.427153
#> lag1_var4 -1.2624289 2.4551963   -4.247266     2.052094
#> const      2.5395660 9.2268822   -8.574933    16.755999
#> 
#> $URY$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.5499695 0.6475386  -0.4492445     1.332291
#> lag1_var2 0.2021080 1.4135971  -1.6352779     2.175133
#> lag1_var3 0.4579172 2.3365405  -2.5747282     3.638406
#> lag1_var4 0.3323084 2.1416216  -2.5067286     3.125740
#> const     0.4458573 7.0989125  -8.8382783    11.504471
#> 
#> 
#> 
#> $USA
#> $USA$Sigma
#> $USA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003322673 6.646122e-05 0.0002539213 0.0004444208
#> 
#> $USA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01440204 0.003690503 -0.01933899 -0.009784921
#> Sigma[2,2]  1.22927914 0.189078562  1.02128477  1.560875610
#> 
#> $USA$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01188027 0.003206307  0.007569351   0.01599077
#> Sigma[3,2] -1.04267597 0.157290762 -1.311304047  -0.85254867
#> Sigma[3,3]  0.93909111 0.145286690  0.763836311   1.17904670
#> 
#> $USA$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.002972838 0.00113940  0.00148073  0.004744044
#> Sigma[4,2] -0.283867603 0.04803873 -0.35148236 -0.218044974
#> Sigma[4,3]  0.300152745 0.05666912  0.23673124  0.380644422
#> Sigma[4,4]  0.130394213 0.03182726  0.09676656  0.176052517
#> 
#> 
#> $USA$A
#> $USA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95306106 0.01268632  0.93788309   0.97090174
#> lag1_var2  0.03039983 0.05551757 -0.05308905   0.10229087
#> lag1_var3  0.04773517 0.08792173 -0.08391222   0.16114769
#> lag1_var4 -0.04945292 0.08370549 -0.15544090   0.07675452
#> const      1.56319932 0.18046943  1.30623120   1.78295743
#> 
#> $USA$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.9021232  0.6871565   -0.133078     1.669543
#> lag1_var2  -6.5562923  3.2694388  -11.120107    -1.979300
#> lag1_var3 -11.4288778  5.2028594  -18.811692    -4.143282
#> lag1_var4  11.0549083  5.0076021    4.061184    18.201947
#> const      -2.1427006 12.4112422  -18.024980    17.122263
#> 
#> $USA$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.821932  0.6059234   -1.512945   0.07535772
#> lag1_var2  6.003765  2.8879237    2.123363  10.14501551
#> lag1_var3 10.205011  4.6049833    4.005576  16.92257619
#> lag1_var4 -8.879409  4.4304421  -15.402421  -2.95464033
#> const      3.414862 10.6943171  -12.596210  17.93751468
#> 
#> $USA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2927037 0.2453751  -0.5983360   0.08714356
#> lag1_var2  1.5679909 1.2188153  -0.2155884   3.21699822
#> lag1_var3  2.5244902 1.9381637  -0.2977232   5.10370426
#> lag1_var4 -1.4109448 1.8547205  -3.8898472   1.26164259
#> const      1.7838281 3.2159051  -2.3172018   6.67205824
#> 
#> 
#> 
#> $UZB
#> $UZB$Sigma
#> $UZB$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007956391 0.0001927182 0.0006614321  0.001149989
#> 
#> $UZB$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.003449968 0.002912927 -0.007939361 -0.0002672964
#> Sigma[2,2]  0.586389204 0.155006450  0.408130961  0.7841064359
#> 
#> $UZB$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -1.698839e-05 0.001985694 -0.002280398  0.003101819
#> Sigma[3,2] -3.022299e-01 0.052864924 -0.393343649 -0.240147059
#> Sigma[3,3]  3.030590e-01 0.054784900  0.236450694  0.388525570
#> 
#> $UZB$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002055672 0.001720895 -0.004815963 -0.0003324445
#> Sigma[4,2]  0.036496502 0.063840130 -0.032682332  0.1386427982
#> Sigma[4,3]  0.136598206 0.049600990  0.070949770  0.2076474251
#> Sigma[4,4]  0.166355222 0.054309411  0.102300122  0.2469724100
#> 
#> 
#> $UZB$A
#> $UZB$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0359724 0.01117754  1.02161763   1.05308389
#> lag1_var2 -0.1575231 0.06178006 -0.22796740  -0.06513769
#> lag1_var3 -0.2911428 0.10731660 -0.41094560  -0.12761199
#> lag1_var4  0.2493215 0.10386171  0.09098589   0.36427322
#> const      1.4677192 0.32272197  1.01586719   1.87055205
#> 
#> $UZB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5216493 0.1927912  -0.8132185   -0.2677701
#> lag1_var2 -1.7682347 1.8875326  -4.6612868    0.2310251
#> lag1_var3 -4.5358618 3.3310329  -9.6380080   -1.0465526
#> lag1_var4  4.8168830 3.2173589   1.3921723    9.7422893
#> const     -1.5622657 6.0901642 -11.0792201    5.8368856
#> 
#> $UZB$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.417210 0.1393296   0.2771072    0.6216049
#> lag1_var2  1.148587 1.1387463  -0.5676914    2.4810138
#> lag1_var3  2.888746 1.9815019  -0.1148551    5.2063353
#> lag1_var4 -2.128974 1.9041119  -4.3235973    0.7304185
#> const      2.734525 3.5888605  -1.4576871    6.8103679
#> 
#> $UZB$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1180201 0.06044601  0.04132706    0.2076520
#> lag1_var2 -0.3451144 0.73727190 -1.23301590    0.6471574
#> lag1_var3 -0.5421896 1.32270696 -2.11140474    1.2444046
#> lag1_var4  1.4673049 1.25991718 -0.24154917    2.9585574
#> const      1.6228825 2.85560320 -1.46860460    5.8377178
#> 
#> 
#> 
#> $VCT
#> $VCT$Sigma
#> $VCT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007355326 0.0001829504 0.0005681567  0.001043826
#> 
#> $VCT$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008211011 0.003015559 -0.01319906 -0.005198772
#> Sigma[2,2]  0.173422517 0.056397956  0.10395722  0.256212172
#> 
#> $VCT$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.008443194 0.003042526  0.00563167    0.0134168
#> Sigma[3,2] -0.173009825 0.056345882 -0.25333217   -0.1041135
#> Sigma[3,3]  0.202121552 0.060756742  0.12468512    0.2872414
#> 
#> $VCT$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.003721049 0.001336486  0.00228685  0.005735613
#> Sigma[4,2] -0.072322096 0.024054461 -0.10353799 -0.044070768
#> Sigma[4,3]  0.105365385 0.029544008  0.06762805  0.143597359
#> Sigma[4,4]  0.067810556 0.017542680  0.04510603  0.091456227
#> 
#> 
#> $VCT$A
#> $VCT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95354218 0.03154073  0.90278725  0.993824669
#> lag1_var2 -0.03961784 0.02952431 -0.08580888 -0.002579766
#> lag1_var3 -0.06863791 0.05130927 -0.15052908 -0.010747985
#> lag1_var4  0.05786222 0.04104828  0.01590013  0.123729315
#> const      1.56861662 0.19808037  1.23973291  1.789538863
#> 
#> $VCT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06940706 0.3622888  -0.4984687    0.4293746
#> lag1_var2  1.29420230 0.3268257   0.8955383    1.7813730
#> lag1_var3  0.79450144 0.5776512   0.1852704    1.7265155
#> lag1_var4 -0.69975639 0.4796953  -1.4903823   -0.2402648
#> const     -0.37242432 2.6511712  -3.6210973    3.6290129
#> 
#> $VCT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2609572 0.3236253  -0.1175484   0.65076152
#> lag1_var2 -0.2269554 0.2884795  -0.7239942   0.03114014
#> lag1_var3  0.3800926 0.5392176  -0.5818077   0.81239835
#> lag1_var4  0.4714237 0.4614730   0.1443830   1.30262713
#> const      1.0581620 2.4484130  -2.6151733   4.19435721
#> 
#> $VCT$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.237126159 0.1814936 -0.02627033    0.4676015
#> lag1_var2  0.006653438 0.1381741 -0.20006689    0.1808717
#> lag1_var3 -0.045948684 0.2578496 -0.46428784    0.2518595
#> lag1_var4  0.956863857 0.2178230  0.74765095    1.3265193
#> const      0.465949186 0.9892093 -0.93722013    1.6628446
#> 
#> 
#> 
#> $VEN
#> $VEN$Sigma
#> $VEN$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01134391 0.002194319 0.009184748   0.01486447
#> 
#> $VEN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06151091 0.01520894 -0.08634359  -0.04657712
#> Sigma[2,2]  2.27534503 0.55428929  1.63798755   3.06176566
#> 
#> $VEN$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.1526386 0.03125721   0.1216297    0.2019187
#> Sigma[3,2] -1.9946421 0.45672059  -2.5937681   -1.3735592
#> Sigma[3,3]  3.2133859 0.61533310   2.3556916    4.1306004
#> 
#> $VEN$Sigma$equation4
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.1252885 0.02862249  0.09788935    0.1715549
#> Sigma[4,2] -0.6176419 0.22804870 -0.95388931   -0.3396823
#> Sigma[4,3]  2.1592379 0.49040789  1.61654655    2.9379035
#> Sigma[4,4]  1.9552572 0.42413200  1.46222007    2.5869408
#> 
#> 
#> $VEN$A
#> $VEN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91314440 0.05314095  0.85200825    0.9941978
#> lag1_var2  0.09038307 0.21522915 -0.27087177    0.3281137
#> lag1_var3  0.12411249 0.34643141 -0.45309628    0.5106555
#> lag1_var4 -0.10955921 0.32044376 -0.46926479    0.4248140
#> const      1.24385107 0.90623103 -0.01974101    2.2394916
#> 
#> $VEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3309375  1.223029   -1.910478     1.423260
#> lag1_var2  0.3793441  2.885257   -3.223798     4.584831
#> lag1_var3 -0.7549971  4.616830   -6.632157     5.916798
#> lag1_var4  0.7751246  4.202624   -5.338464     6.098434
#> const      8.7286664 12.467206   -8.302545    26.967953
#> 
#> $VEN$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.3393261  0.8649894   -1.651340    0.8373408
#> lag1_var2  2.2101795  2.6422035   -2.574474    4.3675963
#> lag1_var3  4.1769090  4.2293342   -3.484095    7.5773568
#> lag1_var4 -2.9925463  3.8744815   -6.099411    4.0303919
#> const     -4.8540134 14.4746769  -25.891162   10.9685098
#> 
#> $VEN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6287749  0.584616   -1.272095    0.3039929
#> lag1_var2  2.1992816  2.563490   -1.537853    4.9994268
#> lag1_var3  3.2887652  4.115409   -2.637219    7.7286977
#> lag1_var4 -2.0525175  3.803203   -6.111949    3.4494450
#> const      0.2010531 12.292353  -14.542070   16.5847674
#> 
#> 
#> 
#> $VIR
#> $VIR$Sigma
#> $VIR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002850068 0.0007383315 0.001908403  0.003999925
#> 
#> $VIR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02256193 0.009850103 -0.03948399  -0.01300005
#> Sigma[2,2]  0.36917484 0.128967569  0.23935296   0.59401414
#> 
#> $VIR$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01841481 0.01937343 -0.009330905   0.04407653
#> Sigma[3,2] -0.35036846 0.21544936 -0.712690684  -0.11065885
#> Sigma[3,3]  2.12458035 0.36726677  1.644336963   2.68227133
#> 
#> $VIR$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.006649973 0.01759429 -0.02140713   0.02717285
#> Sigma[4,2] -0.164461732 0.17861359 -0.43242771   0.06738571
#> Sigma[4,3]  2.172634598 0.39444594  1.69380310   2.76412593
#> Sigma[4,4]  2.343645912 0.45707137  1.83071495   3.08262732
#> 
#> 
#> $VIR$A
#> $VIR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.90106572 0.06061832  0.80886950    0.9704614
#> lag1_var2  0.03680715 0.10224508 -0.08289552    0.1838324
#> lag1_var3  0.07599162 0.19276478 -0.14573928    0.3598143
#> lag1_var4 -0.06347108 0.17113399 -0.31699565    0.1330383
#> const      1.52451686 0.42285605  0.96605568    2.1174299
#> 
#> $VIR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3473427 0.5112843  -0.4344195    0.9625006
#> lag1_var2  0.4200001 0.7164765  -0.4324254    1.5059385
#> lag1_var3 -0.5117119 1.3145544  -2.1587739    1.3579095
#> lag1_var4  0.4145428 1.1622354  -1.2280345    1.8772352
#> const      1.1593622 4.6156428  -4.3820774    7.9228036
#> 
#> $VIR$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.4477213 1.010839  -1.7234416     1.086088
#> lag1_var2  1.5443990 1.572521  -0.9410009     3.524254
#> lag1_var3  3.6165526 3.101252  -1.4650988     7.404351
#> lag1_var4 -2.4137421 2.752947  -5.7287247     2.107974
#> const     -2.3254714 9.137708 -14.1025315    12.693448
#> 
#> $VIR$A$equation4
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.3250434 1.143356   -1.716285     1.332321
#> lag1_var2  1.4948175 1.877220   -1.262138     3.858258
#> lag1_var3  2.8265763 3.612758   -2.724410     7.322195
#> lag1_var4 -1.6356082 3.201202   -5.564262     3.305134
#> const     -2.4358689 8.584453  -12.500291    11.387325
#> 
#> 
#> 
#> $VNM
#> $VNM$Sigma
#> $VNM$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0003685764 8.663985e-05 0.000248824 0.0004866809
#> 
#> $VNM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001449389 0.001126574 -0.003148634 6.046430e-06
#> Sigma[2,2]  0.116247807 0.029918139  0.070621311 1.518903e-01
#> 
#> $VNM$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001579607 0.001843169 -0.0006370584  0.004336685
#> Sigma[3,2] -0.148451899 0.035529931 -0.1887901265 -0.094525891
#> Sigma[3,3]  0.620458649 0.125246737  0.5027166992  0.827152629
#> 
#> $VNM$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0005492487 0.001415562 -0.001197766  0.002358388
#> Sigma[4,2] -0.0613417023 0.030578285 -0.096552860 -0.021716567
#> Sigma[4,3]  0.5166030399 0.122527980  0.412271191  0.715881502
#> Sigma[4,4]  0.4782310918 0.114921766  0.381853803  0.660672931
#> 
#> 
#> $VNM$A
#> $VNM$A$equation1
#>                 mean          sd 5% quantile 95% quantile
#> lag1_var1  0.9749919 0.004735003  0.96854823   0.98118405
#> lag1_var2 -0.1088945 0.030335966 -0.15588339  -0.07002989
#> lag1_var3 -0.1281029 0.047937528 -0.19931129  -0.06428783
#> lag1_var4  0.1209077 0.047989610  0.05669148   0.19205547
#> const      1.2765432 0.131869191  1.12456750   1.49005606
#> 
#> $VNM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1100763 0.1011869 -0.21166808   0.05642958
#> lag1_var2  1.1477482 0.8616151  0.08851315   2.47161450
#> lag1_var3  0.7605602 1.1699336 -0.68500713   2.54598614
#> lag1_var4 -0.7303473 1.1586600 -2.48739288   0.70588956
#> const      1.3270290 3.3739947 -4.01777640   5.89232301
#> 
#> $VNM$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.102923 0.2488206 -0.19131041    0.4996469
#> lag1_var2  1.960960 1.9360557 -0.05949714    4.7930143
#> lag1_var3  3.543162 2.6106438  0.64195547    7.1316681
#> lag1_var4 -2.607928 2.6017772 -6.16179084    0.2483861
#> const      2.066598 6.9064481 -9.31668115    9.7782972
#> 
#> $VNM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01740357 0.2699547 -0.34944014    0.4085966
#> lag1_var2  2.41869331 1.8984859  0.06940438    5.3139924
#> lag1_var3  3.58772761 2.5564653  0.13552243    7.3606701
#> lag1_var4 -2.62380982 2.5353120 -6.37938357    0.7606965
#> const      2.70095933 6.5125310 -8.57771580    8.5378028
#> 
#> 
#> 
#> $VUT
#> $VUT$Sigma
#> $VUT$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00120832 0.0002162766 0.0009733738  0.001552062
#> 
#> $VUT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001450611 0.002770003 -0.005299934  0.002028113
#> Sigma[2,2]  0.185569998 0.046129798  0.126526235  0.250220704
#> 
#> $VUT$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.005236288 0.003337749 -0.009698714 -0.0005803033
#> Sigma[3,2]  0.116491429 0.058287374  0.046279162  0.2062419645
#> Sigma[3,3]  0.274258487 0.087707499  0.179345959  0.4030050985
#> 
#> $VUT$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.007293949 0.00506151 -0.01305441 -0.001090321
#> Sigma[4,2]  0.260181784 0.08826818  0.15551118  0.385433590
#> Sigma[4,3]  0.384169580 0.13101342  0.23857512  0.587104591
#> Sigma[4,4]  0.608540569 0.19745553  0.38897489  0.909047522
#> 
#> 
#> $VUT$A
#> $VUT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92865148 0.02280196   0.8928162   0.95231554
#> lag1_var2 -0.01354460 0.06825201  -0.1013061   0.08909347
#> lag1_var3 -0.01564045 0.09169219  -0.1334597   0.12428383
#> lag1_var4  0.01401829 0.08723278  -0.1188742   0.12625078
#> const      1.59698830 0.23728826   1.3523635   1.96054608
#> 
#> $VUT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5073194 0.2661048   0.1624021    0.8712435
#> lag1_var2 -1.5279757 1.0357112  -3.0093958   -0.1065145
#> lag1_var3 -3.3108694 1.3355938  -5.1855128   -1.4851580
#> lag1_var4  3.1472833 1.2745693   1.4021232    4.9436907
#> const      2.1412592 2.8689418  -2.1880851    5.6486498
#> 
#> $VUT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8312723 0.2482589   0.5352759    1.2355407
#> lag1_var2 -1.5597182 0.7490041  -2.5261967   -0.6148443
#> lag1_var3 -2.5120269 0.9403927  -3.7637787   -1.2823352
#> lag1_var4  3.1535836 0.9019743   1.9748582    4.3435412
#> const      1.3145406 3.1020129  -3.4013944    4.7779893
#> 
#> $VUT$A$equation4
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1  1.198797 0.399817   0.6681167     1.777208
#> lag1_var2 -3.140526 1.229817  -4.6297980    -1.321007
#> lag1_var3 -5.677536 1.542882  -7.5268960    -3.412334
#> lag1_var4  6.198059 1.481431   4.0164058     7.978101
#> const      2.445830 5.115775  -5.4149300     8.531668
#> 
#> 
#> 
#> $WSM
#> $WSM$Sigma
#> $WSM$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001247431 0.0003131731 0.0008813373   0.00170722
#> 
#> $WSM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003773313 0.003379938 -0.008516477 6.244543e-05
#> Sigma[2,2]  0.358330520 0.080161383  0.245418788 4.521425e-01
#> 
#> $WSM$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00220062 0.002772304 -0.001100365   0.00632170
#> Sigma[3,2] -0.10725845 0.069252067 -0.224875141  -0.03484451
#> Sigma[3,3]  0.21632195 0.068743263  0.141522859   0.32481031
#> 
#> $WSM$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -9.019522e-06 0.003800579 -0.003657762  0.006536638
#> Sigma[4,2]  9.283471e-02 0.068484724 -0.004827511  0.169873579
#> Sigma[4,3]  1.718288e-01 0.052828871  0.104553571  0.244496024
#> Sigma[4,4]  2.409405e-01 0.065120843  0.170539670  0.348421360
#> 
#> 
#> $WSM$A
#> $WSM$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9798506 0.01392419   0.9599282    0.9975173
#> lag1_var2 -0.2100232 0.05576716  -0.2852553   -0.1253153
#> lag1_var3 -0.3779895 0.10428285  -0.5160561   -0.2196089
#> lag1_var4  0.3564819 0.09982127   0.2053050    0.4879060
#> const      1.6375810 0.25781395   1.3320686    1.9760570
#> 
#> $WSM$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.611293 0.3312382   0.1573627    1.0624388
#> lag1_var2 -1.644322 1.0978389  -3.2852172   -0.3786251
#> lag1_var3 -4.652248 1.9481963  -7.6333235   -2.5197266
#> lag1_var4  4.490788 1.8586260   2.4769891    7.3565944
#> const     -2.761468 2.1506209  -5.4241521    0.2279641
#> 
#> $WSM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2939906 0.2130296 -0.01604818    0.5877435
#> lag1_var2 -2.1908411 0.7098621 -3.08534826   -1.1033870
#> lag1_var3 -2.7633087 1.1902783 -4.22456312   -0.9587951
#> lag1_var4  3.6099834 1.1167285  1.92330348    4.9804434
#> const      2.8246991 2.0520821  1.29808725    6.0392046
#> 
#> $WSM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6589035 0.2379831    0.292340    0.9112019
#> lag1_var2 -3.7334410 1.0135028   -4.958276   -2.2045237
#> lag1_var3 -6.4562696 1.7921607   -8.652091   -3.8313600
#> lag1_var4  7.2083374 1.7003587    4.730431    9.2987024
#> const      1.1090633 2.5296026   -1.103802    5.3998250
#> 
#> 
#> 
#> $YEM
#> $YEM$Sigma
#> $YEM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005875578 0.003267468 0.004027726   0.01151719
#> 
#> $YEM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04369537 0.03034774 -0.07681885  0.005578124
#> Sigma[2,2]  0.81102537 0.25872098  0.60585305  1.265438239
#> 
#> $YEM$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.04633495 0.03426461 -0.008506919   0.08648291
#> Sigma[3,2] -0.82019438 0.30547769 -1.337378534  -0.57657537
#> Sigma[3,3]  0.98835708 0.36926840  0.672149849   1.57584476
#> 
#> $YEM$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.03784938 0.02617602 -0.003022771   0.07075909
#> Sigma[4,2] -0.63080060 0.24276128 -1.019428255  -0.42575827
#> Sigma[4,3]  0.82411410 0.29593444  0.548016399   1.28236115
#> Sigma[4,4]  0.71051731 0.24120409  0.465355371   1.07925715
#> 
#> 
#> $YEM$A
#> $YEM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.90363995 0.02201682  0.86640754   0.92857301
#> lag1_var2  0.04338204 0.03706453 -0.01841457   0.08381335
#> lag1_var3  0.08703220 0.10172558 -0.07752752   0.20063895
#> lag1_var4 -0.06041634 0.09097899 -0.16426075   0.08226344
#> const      1.17208091 0.73496275  0.07693925   1.96666880
#> 
#> $YEM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.59656825 0.3478639   0.2784467    1.1949648
#> lag1_var2 -0.04046942 0.3507899  -0.5041695    0.4427561
#> lag1_var3 -2.22994442 0.9423723  -3.5683777   -1.0424006
#> lag1_var4  1.81412379 0.8375600   0.8285347    3.0297251
#> const      4.59350471 8.9465858  -3.9279294   19.0631644
#> 
#> $YEM$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.7984358  0.3831184  -1.4628520   -0.4186092
#> lag1_var2  1.5038944  0.4673472   0.8563533    2.1071071
#> lag1_var3  4.6762586  1.1588333   3.1981380    6.2098057
#> lag1_var4 -3.1120318  1.0056100  -4.5087703   -1.9104619
#> const     -4.4381303 10.3921701 -20.7404866    6.0218326
#> 
#> $YEM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7042055 0.3336977  -1.2491343   -0.3304974
#> lag1_var2  1.3779912 0.4176620   0.8090198    1.9427584
#> lag1_var3  3.4872983 1.0123617   2.2118212    4.7834063
#> lag1_var4 -1.9771275 0.8732158  -3.1834972   -0.9002097
#> const     -3.8312762 9.0060730 -17.3594542    4.9157431
#> 
#> 
#> 
#> $ZAF
#> $ZAF$Sigma
#> $ZAF$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006383517 0.0002127253 0.0004289321 0.0009695199
#> 
#> $ZAF$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01410056 0.01318305 -0.03203874  0.004200704
#> Sigma[2,2]  2.17877688 0.57358875  1.34116935  2.930740378
#> 
#> $ZAF$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01217164 0.00575507  0.005123534   0.02051968
#> Sigma[3,2] -1.08098889 0.28386485 -1.489936334  -0.73295844
#> Sigma[3,3]  1.02274275 0.18379370  0.768018681   1.25010768
#> 
#> $ZAF$Sigma$equation4
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.00673334 0.003360069  0.00247729   0.01190925
#> Sigma[4,2] 0.07956971 0.219541104 -0.14627275   0.41366039
#> Sigma[4,3] 0.63034859 0.108126822  0.48207286   0.76430847
#> Sigma[4,4] 0.92745916 0.215485690  0.73638780   1.29394097
#> 
#> 
#> $ZAF$A
#> $ZAF$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.92410417 0.02611174  0.882505069   0.95099769
#> lag1_var2  0.04070422 0.02777589  0.007181366   0.07741936
#> lag1_var3  0.07684738 0.04914289  0.016578595   0.14316404
#> lag1_var4 -0.06628924 0.03883468 -0.119440939  -0.01864987
#> const      1.47991198 0.23444676  1.054278597   1.69787684
#> 
#> $ZAF$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  2.0841246  1.574123   0.08927993     4.510272
#> lag1_var2 -0.6398896  1.746443  -3.31425896     1.484872
#> lag1_var3 -2.4512045  3.031305  -7.03145132     1.298001
#> lag1_var4  1.5991945  2.386452  -1.36214333     5.178301
#> const     -0.4197829 11.133766 -17.45377916    11.733720
#> 
#> $ZAF$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.614709 0.8896351   -2.965105   -0.4830805
#> lag1_var2  1.778697 0.9670374    0.707208    3.2316100
#> lag1_var3  3.934920 1.7153440    2.033801    6.5142025
#> lag1_var4 -2.218710 1.3317074   -4.207114   -0.7253327
#> const     -1.176525 8.5447373   -8.445123   13.3572651
#> 
#> $ZAF$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7489765 0.4246598  -1.1756028  -0.05844914
#> lag1_var2  1.3315754 0.6088280   0.4272682   2.04104201
#> lag1_var3  2.3846007 1.2110947   0.5941500   3.84662540
#> lag1_var4 -0.9884835 0.9845449  -2.1413959   0.51739623
#> const     -2.5972717 6.7168393  -9.6599479   8.29888841
#> 
#> 
#> 
#> $ZMB
#> $ZMB$Sigma
#> $ZMB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001599941 0.0004499256 0.001063547  0.002213238
#> 
#> $ZMB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002649637 0.008909128 -0.01429664   0.01052925
#> Sigma[2,2]  2.538307906 0.918660336  1.58516926   3.93910356
#> 
#> $ZMB$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.001999986 0.006771685  -0.0109701  0.007535806
#> Sigma[3,2] -1.580449982 0.757171388  -2.6975695 -0.810107000
#> Sigma[3,3]  1.240574033 0.607592132   0.7068782  2.180873339
#> 
#> $ZMB$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.003855833 0.00507147 -0.01191488  0.002591404
#> Sigma[4,2] -0.076808853 0.27755748 -0.56372032  0.180408736
#> Sigma[4,3]  0.320112549 0.20279822  0.16452771  0.683946334
#> Sigma[4,4]  0.291411750 0.08053537  0.19302717  0.421097276
#> 
#> 
#> $ZMB$A
#> $ZMB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.968066168 0.01760364   0.9381584    0.9850839
#> lag1_var2  0.005827698 0.09621391  -0.1071640    0.1349603
#> lag1_var3  0.016108153 0.16331565  -0.1758830    0.2336172
#> lag1_var4 -0.025269666 0.15586683  -0.2358102    0.1544201
#> const      1.371404648 0.29158579   0.9851307    1.7665797
#> 
#> $ZMB$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -3.061573  0.7246336   -4.118730    -2.034035
#> lag1_var2  6.322723  2.7125014    3.655771    10.328549
#> lag1_var3  9.673772  4.6868074    5.065066    16.627831
#> lag1_var4 -8.550580  4.3873987  -15.103289    -4.281759
#> const      8.796274 11.5881540   -6.393622    25.669043
#> 
#> $ZMB$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  2.414710 0.7892569    1.374352     3.372218
#> lag1_var2 -4.439940 2.8439936   -9.438165    -2.087697
#> lag1_var3 -6.968557 4.9187599  -15.592150    -2.979085
#> lag1_var4  7.047664 4.6391262    3.239397    15.253127
#> const     -4.458253 8.9012422  -16.674635     7.703573
#> 
#> $ZMB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6239398 0.5376708  0.05626697    1.4127869
#> lag1_var2 -1.2395338 1.9373468 -4.17278849    0.9061415
#> lag1_var3 -2.1599767 3.3302027 -7.23642579    1.5202300
#> lag1_var4  2.9018093 3.1405271 -0.52566642    7.6435648
#> const      0.3671821 3.7314198 -4.30920784    5.8599395
#> 
#> 
#> 
#> $ZWE
#> $ZWE$Sigma
#> $ZWE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007243449 0.001708804 0.005644186  0.009929256
#> 
#> $ZWE$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.001543121 0.008104986 -0.01229755    0.0106027
#> Sigma[2,2]  0.216746701 0.051210971  0.15098722    0.2891877
#> 
#> $ZWE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005177379 0.008473438 -0.005804719    0.0164343
#> Sigma[3,2] -0.202740111 0.051795341 -0.268932983   -0.1239954
#> Sigma[3,3]  0.317114668 0.074125650  0.221766066    0.4272731
#> 
#> $ZWE$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004605249 0.004597453 -0.0004638084   0.01174857
#> Sigma[4,2] -0.066431266 0.040538951 -0.1231161991  -0.01518494
#> Sigma[4,3]  0.201648320 0.051023967  0.1540791076   0.28554772
#> Sigma[4,4]  0.173135823 0.034455053  0.1310184714   0.22392702
#> 
#> 
#> $ZWE$A
#> $ZWE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.88133624 0.07715667   0.7979088    0.9959236
#> lag1_var2 -0.01050470 0.30884596  -0.4544208    0.4261561
#> lag1_var3 -0.04752871 0.46258373  -0.7047882    0.6165162
#> lag1_var4  0.06060461 0.43324978  -0.5624845    0.6720585
#> const      1.82399582 0.74317221   0.9893519    2.8139353
#> 
#> $ZWE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1384831 0.3190069  -0.3061799    0.4935406
#> lag1_var2  0.4710940 1.4777206  -1.7766996    2.1161379
#> lag1_var3 -0.7945246 2.2773797  -4.2892929    1.6713454
#> lag1_var4  0.7123992 2.2288989  -1.5925561    4.1630235
#> const      2.2809804 2.7421088  -2.0463754    5.6767706
#> 
#> $ZWE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.32690550 0.2846353  -0.6576513    0.1226743
#> lag1_var2  2.78718066 1.3820818   0.8236701    4.4346623
#> lag1_var3  5.08093230 2.1307090   2.0185220    7.7131051
#> lag1_var4 -3.97240721 2.0916188  -6.6544664   -0.9971284
#> const     -0.07532706 2.8808653  -4.4779318    2.9373888
#> 
#> $ZWE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2615516 0.2003176  -0.4550272   0.06732555
#> lag1_var2  2.7868909 1.1449829   1.4867808   4.63135542
#> lag1_var3  4.0707582 1.7163685   2.1318493   6.83468761
#> lag1_var4 -3.0030691 1.6791402  -5.7276251  -1.14725125
#> const      1.1073648 2.0997685  -1.8774982   3.83174397
#> 
#> 
#> 

# workflow with the pipe |>
############################################################
ilo_dynamic_panel |>
  specify_bvarGroupPriorPANEL$new(
        exogenous = ilo_exogenous_variables, 
        group_allocation = country_grouping_region) |>
  estimate(S = 10) |> 
  estimate(S = 10) |> 
  summary()
#> Country groupings have been pre-specified and will not be estimated.
#> **************************************************|
#>  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] 0.003176099 0.0007573681 0.002222471  0.004041747
#> 
#> $AFG$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008426819 0.005438228 -0.01690255 -0.002221393
#> Sigma[2,2]  0.220468737 0.040164764  0.16053386  0.266451641
#> 
#> $AFG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008691073 0.006990936  0.001385606   0.01947271
#> Sigma[3,2] -0.198293851 0.062286628 -0.288531424  -0.10990834
#> Sigma[3,3]  0.339475821 0.096488268  0.215321125   0.47656867
#> 
#> $AFG$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.005890041 0.005874774 -0.0003339535   0.01494681
#> Sigma[4,2] -0.121141464 0.060673269 -0.2123199941  -0.04057334
#> Sigma[4,3]  0.298486074 0.097996882  0.1889307056   0.44809580
#> Sigma[4,4]  0.290005684 0.107361516  0.1779704816   0.45234394
#> 
#> 
#> $AFG$A
#> $AFG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98035919 0.02774835  0.93708895   1.01348927
#> lag1_var2 -0.05724170 0.06756260 -0.12978312   0.04400104
#> lag1_var3 -0.10814813 0.13909512 -0.26369242   0.09038280
#> lag1_var4  0.09466945 0.12068184 -0.07650841   0.23405958
#> const      1.19918018 0.62814712  0.34948638   2.00670137
#> exo1      -0.04353301 0.03404075 -0.08362344   0.01016792
#> exo2      -0.04520552 0.06000354 -0.14267245   0.02603562
#> exo3      -0.17743778 0.03517790 -0.22618835  -0.12860247
#> 
#> $AFG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.44502398 0.1184503   0.2848836    0.6162275
#> lag1_var2  0.29612597 0.5325386  -0.5074957    0.8861007
#> lag1_var3 -1.34145076 1.1708460  -2.9980656    0.1693273
#> lag1_var4  1.12971577 1.0505851  -0.2540314    2.6214482
#> const      0.49842631 6.3786450  -6.8566416   10.5208412
#> exo1      -0.04614813 0.5384098  -0.8711984    0.6200373
#> exo2       0.17177290 0.6490883  -0.4069485    1.1248949
#> exo3      -0.11477444 0.6132793  -0.7109233    0.9660182
#> 
#> $AFG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.30768231 0.1984917  -0.5952482  -0.06804626
#> lag1_var2  1.10632580 0.7229703   0.1293372   2.19541169
#> lag1_var3  3.85424034 1.5079548   1.7717345   6.13882159
#> lag1_var4 -2.58004200 1.3417878  -4.6193374  -0.72751659
#> const     -4.12357721 7.4882308 -15.6297091   5.64604864
#> exo1       0.08859053 0.4819500  -0.4792494   0.88377072
#> exo2      -1.16224883 0.6105897  -2.1143952  -0.58707535
#> exo3      -0.09942451 0.5378705  -0.8861940   0.57200570
#> 
#> $AFG$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.14319583 0.1904111  -0.39444087    0.1108347
#> lag1_var2  1.00668498 0.6260841   0.07719607    1.9117489
#> lag1_var3  2.77329204 1.2831612   0.81788441    4.6256476
#> lag1_var4 -1.53395862 1.1351753  -3.17087960    0.2056790
#> const     -5.69962918 5.9113588 -14.22065784    2.9890647
#> exo1       0.06130958 0.3716141  -0.43996038    0.5917569
#> exo2      -1.21499097 0.4090586  -1.85397610   -0.8019803
#> exo3      -0.13730133 0.5662465  -0.84299804    0.6745908
#> 
#> 
#> 
#> $AGO
#> $AGO$Sigma
#> $AGO$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008812372 0.002294765 0.006348515   0.01205587
#> 
#> $AGO$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03985457 0.009469848 -0.05167348  -0.03037436
#> Sigma[2,2]  0.38023949 0.105748472  0.24891123   0.54450355
#> 
#> $AGO$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01610331 0.006078561  0.009675091   0.02417541
#> Sigma[3,2] -0.12045255 0.033950625 -0.159526529  -0.06849519
#> Sigma[3,3]  0.08411082 0.015959768  0.062023219   0.10091061
#> 
#> $AGO$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.016697851 0.002823015 -0.02168860  -0.01387892
#> Sigma[4,2]  0.198747362 0.062405645  0.13112981   0.30125451
#> Sigma[4,3] -0.008101146 0.014905209 -0.02746135   0.01275653
#> Sigma[4,4]  0.169521290 0.042390801  0.12441036   0.23798712
#> 
#> 
#> $AGO$A
#> $AGO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00609358 0.03034210  0.95706679   1.04494736
#> lag1_var2 -0.25426185 0.09007858 -0.39823082  -0.15085504
#> lag1_var3 -0.38021992 0.12778174 -0.57475372  -0.22467962
#> lag1_var4  0.35450701 0.11444118  0.22867679   0.54074833
#> const      1.25750733 1.85953458 -1.24626479   3.76260656
#> exo1       0.02719086 0.09087006 -0.07849398   0.17183349
#> exo2      -0.05536100 0.07105219 -0.13039337   0.04329346
#> exo3       0.11106821 0.09576008 -0.01540615   0.23165598
#> 
#> $AGO$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07217098 0.1994859 -0.33095460    0.1663508
#> lag1_var2  1.03310316 0.6532760  0.02669059    1.8282354
#> lag1_var3  0.77852962 0.7966805 -0.29518420    1.8207368
#> lag1_var4 -0.64775083 0.7522045 -1.61361527    0.3606259
#> const      0.77754843 5.3814385 -5.84919956    7.7797078
#> exo1       0.19187876 0.4566776 -0.54861655    0.7017824
#> exo2       0.48430910 0.3981660 -0.10374034    0.9424498
#> exo3      -0.37648949 0.6018025 -1.06721851    0.6136095
#> 
#> $AGO$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.23755023 0.09207814  -0.3684909   -0.1182879
#> lag1_var2  0.84178872 0.34658502   0.3604385    1.3198769
#> lag1_var3  1.85255263 0.40795341   1.3929264    2.4851029
#> lag1_var4 -0.84225815 0.37789507  -1.4253891   -0.4067421
#> const      1.99741833 3.57572536  -1.6745221    7.4528732
#> exo1       0.01864365 0.37719883  -0.3806498    0.6205208
#> exo2      -1.65068182 0.23018662  -1.9778281   -1.3144783
#> exo3       2.57810868 0.35095275   2.0676336    2.9406714
#> 
#> $AGO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3555812 0.1667864  -0.5900126   -0.1353307
#> lag1_var2  1.1582853 0.6642379   0.3222549    2.0152175
#> lag1_var3  1.8811643 0.8615796   0.7679646    3.0498406
#> lag1_var4 -0.7332471 0.7852898  -1.7659057    0.2727603
#> const      1.9048804 5.1592934  -5.0065235    9.1597020
#> exo1       0.2044898 0.3511962  -0.3801019    0.6170996
#> exo2      -1.5588080 0.3642802  -2.0697462   -1.1336954
#> exo3       2.7188570 0.3930351   2.2149796    3.2895827
#> 
#> 
#> 
#> $ALB
#> $ALB$Sigma
#> $ALB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001707476 0.0002490822 0.001413056  0.002104215
#> 
#> $ALB$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.08214397 0.01976901  -0.1095869  -0.05796208
#> Sigma[2,2] 10.21409536 1.57089778   8.2906191  12.46869937
#> 
#> $ALB$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03773688 0.0148675  0.01987096    0.0587882
#> Sigma[3,2] -6.07571372 0.8679111 -7.16242515   -4.9101942
#> Sigma[3,3]  5.21151245 0.6983261  4.30090649    6.2549335
#> 
#> $ALB$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.02059955 0.009399414 -0.03269048 -0.007690399
#> Sigma[4,2]  0.90038703 0.443571484  0.22883010  1.411154949
#> Sigma[4,3]  1.38677905 0.675058814  0.76821333  2.558763136
#> Sigma[4,4]  2.41018782 0.690562422  1.61341302  3.425088461
#> 
#> 
#> $ALB$A
#> $ALB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97766410 0.01472066  0.95715563  1.000084579
#> lag1_var2 -0.01144678 0.02240116 -0.04272178  0.021104578
#> lag1_var3 -0.02439598 0.03370213 -0.07409108  0.022078820
#> lag1_var4  0.01899172 0.02778048 -0.01888902  0.059662989
#> const      0.82797611 0.64338271 -0.11119754  1.629961214
#> exo1       0.01678709 0.03485480 -0.02800837  0.070914760
#> exo2      -0.05764768 0.04202500 -0.11606474 -0.004128833
#> exo3       0.05931472 0.02644999  0.03249287  0.098170118
#> 
#> $ALB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -3.0203966  1.525148  -5.3921014  -1.36512998
#> lag1_var2  2.2577142  1.138697   0.4639729   3.50797516
#> lag1_var3  2.8522194  1.814076  -0.1115404   4.84605800
#> lag1_var4 -2.3718723  1.490373  -4.0301789   0.01172999
#> const     46.7481533 32.636696  15.3464678  94.73714217
#> exo1      -1.2345260  1.914865  -2.9764666   2.17753148
#> exo2       0.5121884  2.992373  -3.9091431   4.22567564
#> exo3      -0.6540588  1.959274  -2.6643202   2.62111310
#> 
#> $ALB$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   2.6020842  0.9541883   1.3635936    3.9281456
#> lag1_var2  -1.4022179  0.6228804  -2.1891766   -0.4817813
#> lag1_var3  -1.6779805  1.0305002  -2.9670891   -0.1467707
#> lag1_var4   2.1957964  0.8500314   0.9698525    3.2466774
#> const     -33.4587489 20.1135662 -58.1305690   -3.3140760
#> exo1       -0.5068972  1.7201876  -3.2479848    1.5237846
#> exo2       -1.5682271  2.1560104  -4.2120267    1.4818695
#> exo3       -0.6164893  1.3284637  -2.5809335    0.9026293
#> 
#> $ALB$A$equation4
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.5840030  0.4062105   0.14790365   1.18793216
#> lag1_var2 -0.3997279  0.6712356  -1.26968330   0.57323305
#> lag1_var3 -0.4781394  1.0163181  -1.83574049   1.00756582
#> lag1_var4  1.3571256  0.8870859   0.08214793   2.52740360
#> const     -4.4232653 13.6634405 -23.12195267  14.90030318
#> exo1      -1.2043158  0.8340750  -2.11302028   0.05320772
#> exo2      -1.3001509  1.6243225  -2.93404475   1.30249945
#> exo3      -1.1850138  1.1588900  -2.54981242   0.47022626
#> 
#> 
#> 
#> $ARE
#> $ARE$Sigma
#> $ARE$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.003982972 0.006259372 0.0007352727   0.01582383
#> 
#> $ARE$Sigma$equation2
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[2,1] 0.002104547 0.01004561 -0.005222606   0.02080785
#> Sigma[2,2] 0.076403013 0.01709403  0.052296534   0.09729282
#> 
#> $ARE$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01062729 0.009617651  0.003342864   0.02825724
#> Sigma[3,2] -0.06450323 0.037654370 -0.117038373  -0.01070712
#> Sigma[3,3]  0.21040044 0.065699368  0.136301986   0.29774320
#> 
#> $ARE$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.012491056 0.01696442  0.00208629   0.04466788
#> Sigma[4,2] -0.005521719 0.03679238 -0.04894369   0.05678950
#> Sigma[4,3]  0.163903499 0.05466798  0.09361833   0.22417682
#> Sigma[4,4]  0.163053271 0.06047040  0.08330934   0.23638923
#> 
#> 
#> $ARE$A
#> $ARE$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.977896354 0.09619015  0.85139731    1.0972923
#> lag1_var2  0.005905332 0.43217114 -0.46338937    0.6791349
#> lag1_var3 -0.018089553 0.52691110 -0.60737144    0.7997598
#> lag1_var4  0.009680350 0.49990671 -0.78029015    0.5570822
#> const      1.215822438 0.64589102  0.42182242    2.2704650
#> exo1      -0.005878197 0.02737521 -0.04953232    0.0247882
#> exo2      -0.070901964 0.06424980 -0.14677114    0.0163761
#> exo3       0.037606568 0.10229317 -0.03657355    0.1933183
#> 
#> $ARE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1276466 0.2009114 -0.10003701   0.40356103
#> lag1_var2  0.9186439 0.7202620 -0.02309296   2.03219498
#> lag1_var3  0.3204921 0.8680277 -0.86701633   1.60879014
#> lag1_var4 -0.3836652 0.8651418 -1.66774700   0.78883440
#> const      2.2363282 4.1409754 -4.72939442   6.78110441
#> exo1       0.0729657 0.2696140 -0.23294656   0.47299657
#> exo2       1.8874107 0.2196950  1.70843430   2.21917114
#> exo3      -0.4062815 0.2305003 -0.67563938  -0.08543259
#> 
#> $ARE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2760388 0.4044004  -0.3975595   0.73964451
#> lag1_var2 -0.1693762 1.2143001  -1.7870920   1.25999368
#> lag1_var3  0.4459479 1.5123959  -1.5732793   2.19858355
#> lag1_var4  0.4941718 1.4519143  -1.2687334   2.41969594
#> const     -3.0440480 6.1194531 -12.9542432   4.01263175
#> exo1      -0.4655235 0.4094879  -1.1757002  -0.08759964
#> exo2      -2.3965724 0.4375619  -3.0506508  -1.93813688
#> exo3      -1.1948202 0.5927956  -2.0377892  -0.46628830
#> 
#> $ARE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.37591318 0.4110267  -0.2821296    0.7821106
#> lag1_var2  0.08667882 1.3026793  -1.4149715    1.9934723
#> lag1_var3  0.10654619 1.5841280  -1.7655105    2.3078534
#> lag1_var4  0.79373377 1.5014411  -1.2305384    2.5553744
#> const     -2.03756603 4.4272023  -8.5988089    2.5896000
#> exo1      -0.41880353 0.2632352  -0.8241146   -0.1504034
#> exo2      -0.93436462 0.4819478  -1.6365638   -0.4762331
#> exo3      -1.55949774 0.4991930  -2.2447188   -0.9085549
#> 
#> 
#> 
#> $ARG
#> $ARG$Sigma
#> $ARG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001958941 0.0004209451 0.001465552  0.002634271
#> 
#> $ARG$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05379425 0.02109045 -0.08276526  -0.03187358
#> Sigma[2,2]  3.13352800 1.23471457  1.79370620   4.89712237
#> 
#> $ARG$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0380911 0.01539358  0.02170759   0.06171452
#> Sigma[3,2] -2.1163432 0.82458414 -3.48465358  -1.29997967
#> Sigma[3,3]  1.7042908 0.59111846  1.14517589   2.73553984
#> 
#> $ARG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006438936 0.005720286 -0.001659444   0.01356203
#> Sigma[4,2] -0.237137133 0.233059078 -0.562832854   0.12832240
#> Sigma[4,3]  0.466287459 0.148589534  0.260015576   0.68504768
#> Sigma[4,4]  0.359889989 0.063290109  0.285899100   0.45294145
#> 
#> 
#> $ARG$A
#> $ARG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.86929694 0.04660817  0.79984263   0.92412708
#> lag1_var2  0.20182084 0.08671703  0.10873678   0.33572777
#> lag1_var3  0.33503112 0.14295214  0.17918233   0.55541506
#> lag1_var4 -0.30991994 0.12809710 -0.50838023  -0.16702843
#> const      2.03386760 0.54574306  1.27116387   2.74574206
#> exo1       0.01496032 0.03140578 -0.02412020   0.06105875
#> exo2      -0.14585488 0.02673901 -0.18807642  -0.11300760
#> exo3       0.02163935 0.03438773 -0.03092914   0.05790480
#> 
#> $ARG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7083782  1.373157   -2.560571     1.252474
#> lag1_var2 -0.8091915  3.347445   -6.052798     2.580800
#> lag1_var3 -2.5584275  5.454214  -11.015087     3.009785
#> lag1_var4  2.7966073  4.896387   -2.190112    10.481201
#> const      7.2566726 17.333505  -22.688229    23.340013
#> exo1      -0.7575599  1.222898   -2.679231     0.642681
#> exo2       2.8349607  1.190857    1.306546     4.302767
#> exo3      -0.2318551  1.833943   -2.655954     2.095013
#> 
#> $ARG$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.03218184  0.8587778  -1.4980114    0.8217354
#> lag1_var2  2.93006199  2.0950216   0.9517780    6.2058609
#> lag1_var3  5.54343464  3.3934945   2.2696903   10.8746606
#> lag1_var4 -4.55954414  3.0425284  -9.2616346   -1.6110883
#> const      0.24472831 15.3158752 -11.9446659   24.2781178
#> exo1      -0.24459126  0.9488376  -1.4064705    1.1227932
#> exo2      -5.77746973  0.9776725  -7.2008240   -4.4775594
#> exo3       2.81433941  1.5157275   0.6694542    4.7249096
#> 
#> $ARG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5657461 0.3997634   -1.012462   0.02129891
#> lag1_var2  2.2944716 0.8931760    1.166080   3.43487913
#> lag1_var3  3.7491106 1.4864729    1.881946   5.70334795
#> lag1_var4 -2.5690819 1.3286038   -4.305262  -0.89699560
#> const      4.3083849 8.6973773   -4.232314  19.58020429
#> exo1      -0.7627961 0.3359590   -1.234240  -0.38205729
#> exo2      -4.5715226 0.6279865   -5.644642  -3.94797721
#> exo3       2.9922325 0.5542660    2.089311   3.57378064
#> 
#> 
#> 
#> $ARM
#> $ARM$Sigma
#> $ARM$Sigma$equation1
#>                 mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0094751 0.003247613 0.006094486   0.01468763
#> 
#> $ARM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01956846 0.01679347 -0.04171607  0.004293277
#> Sigma[2,2]  1.25021958 0.36838096  0.83658482  1.850981207
#> 
#> $ARM$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.004946789 0.007317241 -0.01545157  0.004749384
#> Sigma[3,2] -0.647682738 0.229144835 -1.00180828 -0.406102778
#> Sigma[3,3]  0.607327378 0.163294395  0.42239382  0.845058380
#> 
#> $ARM$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01886491 0.007083382 -0.02723921 -0.009450261
#> Sigma[4,2]  0.14982178 0.104504612  0.04042512  0.312496609
#> Sigma[4,3]  0.24066148 0.078257861  0.12354399  0.340399638
#> Sigma[4,4]  0.39189317 0.050614057  0.31807190  0.456066270
#> 
#> 
#> $ARM$A
#> $ARM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.031903881 0.07145654   0.9630795   1.13405360
#> lag1_var2 -0.339817704 0.18800070  -0.5915030  -0.07866644
#> lag1_var3 -0.548399587 0.29633757  -0.9438477  -0.13622007
#> lag1_var4  0.498994962 0.28013905   0.1133362   0.87264617
#> const      2.407525900 1.03663126   1.2046103   3.98055823
#> exo1      -0.020007305 0.11387275  -0.1869993   0.11743171
#> exo2       0.018840778 0.11434088  -0.1461877   0.15892786
#> exo3       0.003912908 0.10582241  -0.1289633   0.16531199
#> 
#> $ARM$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.107109 0.4154067   -1.629668  -0.48441227
#> lag1_var2  4.836370 1.8888897    2.013814   6.89965591
#> lag1_var3  6.194841 3.0324673    1.645037   9.52125233
#> lag1_var4 -5.818734 2.8688262   -8.995428  -1.52529113
#> const      1.795927 8.9250362  -10.618149  11.91915272
#> exo1       5.510123 0.8626927    4.747798   6.92172087
#> exo2      -1.924624 1.5311306   -4.391254  -0.07648644
#> exo3      -2.196072 1.2089197   -3.694968  -0.39280365
#> 
#> $ARM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5285277 0.3066284 -1.01848970   -0.2103637
#> lag1_var2  2.2301014 1.5061092  0.55299185    4.5119669
#> lag1_var3  4.4869158 2.4036896  1.82760252    8.1476724
#> lag1_var4 -3.5119218 2.2488482 -6.89202098   -0.9947821
#> const     12.0118496 7.7693630 -0.01540276   20.9584921
#> exo1      -3.0297108 0.6182522 -3.95713280   -2.2158731
#> exo2       0.6305121 1.2065556 -1.22590055    2.1916230
#> exo3       1.8029265 0.9500028  0.75276135    3.1579661
#> 
#> $ARM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.4607492 0.3473510  -1.8945508   -0.9992601
#> lag1_var2  5.5578685 1.1645609   4.0851850    7.1670719
#> lag1_var3  8.8420564 1.8440862   6.4908711   11.4221884
#> lag1_var4 -7.5702050 1.7349348  -9.9787344   -5.3187265
#> const     14.5050074 7.1680024   7.6487345   26.8045732
#> exo1       0.3818023 0.5997166  -0.2793675    1.2724606
#> exo2      -0.5924299 0.8545855  -1.8676707    0.5035697
#> exo3       0.5454282 0.6972845  -0.5503168    1.2814195
#> 
#> 
#> 
#> $AUS
#> $AUS$Sigma
#> $AUS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001488231 3.634223e-05 0.0001007534 0.0001973973
#> 
#> $AUS$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004651308 0.001618989 -0.006437413 -0.002236698
#> Sigma[2,2]  0.348146746 0.090607803  0.230695894  0.476436573
#> 
#> $AUS$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003768136 0.001559461  0.001535488  0.005728155
#> Sigma[3,2] -0.324644684 0.092465611 -0.446641686 -0.206804603
#> Sigma[3,3]  0.360639835 0.103184377  0.232026448  0.495557852
#> 
#> $AUS$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0008456407 0.0006209805  0.0001081606  0.001782157
#> Sigma[4,2] -0.1083687457 0.0429047386 -0.1623395651 -0.053830536
#> Sigma[4,3]  0.1620086053 0.0507251564  0.1037091480  0.232961017
#> Sigma[4,4]  0.0980837982 0.0258264276  0.0716184634  0.138540971
#> 
#> 
#> $AUS$A
#> $AUS$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.975606918 0.011146755  0.95782317  0.987372662
#> lag1_var2 -0.122765266 0.026537100 -0.16087323 -0.089135833
#> lag1_var3 -0.192921616 0.043645760 -0.25627212 -0.137981142
#> lag1_var4  0.185061910 0.043129684  0.13147706  0.246176827
#> const      1.205273996 0.221063115  0.95082754  1.548703030
#> exo1      -0.002597562 0.010341520 -0.01813922  0.006905373
#> exo2      -0.046832026 0.012314975 -0.06563854 -0.035472120
#> exo3       0.019839152 0.008537113  0.01115742  0.031961973
#> 
#> $AUS$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.74479070 0.7256869  -1.4586991    0.4490187
#> lag1_var2  2.54620268 1.5800063   0.1086884    4.2282031
#> lag1_var3  2.62980668 2.5960831  -1.4120689    5.3566271
#> lag1_var4 -2.39501546 2.4535440  -5.1000065    1.4637715
#> const      6.15386924 7.0111779  -3.2452891   16.5299624
#> exo1      -0.01953223 0.4969667  -0.6883014    0.6012268
#> exo2       1.57255085 0.3258697   1.1702897    1.9984272
#> exo3      -0.97664118 0.6033172  -1.9827350   -0.3715276
#> 
#> $AUS$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.0623667 0.6543528  -0.05039077    1.6359411
#> lag1_var2 -1.5837484 1.9304195  -3.91755885    1.2433013
#> lag1_var3 -1.5820654 3.1310436  -5.36090411    3.0727633
#> lag1_var4  2.2229174 3.0050300  -2.21644922    6.0256032
#> const     -6.4690285 7.3170164 -17.03105778    2.3737140
#> exo1       0.2076258 0.4594707  -0.36750403    0.7723619
#> exo2      -2.0802466 0.4238852  -2.68592459   -1.5970952
#> exo3       1.4976711 0.5081294   0.88462357    2.2386970
#> 
#> $AUS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6157562 0.3192219   0.2362742    1.0686685
#> lag1_var2 -0.3706609 1.1657172  -2.0271825    1.1739840
#> lag1_var3 -0.5361227 1.8737365  -3.1649163    1.9671693
#> lag1_var4  1.3275659 1.8014460  -1.0240427    3.8776823
#> const     -3.3173386 3.3374569  -7.5598623    1.1216870
#> exo1       0.1961028 0.2066747  -0.1234616    0.4109086
#> exo2      -1.1121878 0.2758350  -1.4989112   -0.7799113
#> exo3       0.9162494 0.1921109   0.6287413    1.1468920
#> 
#> 
#> 
#> $AUT
#> $AUT$Sigma
#> $AUT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001850639 3.574505e-05 0.0001341026 0.0002328519
#> 
#> $AUT$Sigma$equation2
#>                   mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.00210206 0.0009467035 -0.003612646 -0.0009873385
#> Sigma[2,2]  0.23635028 0.0387932740  0.179424787  0.2824300853
#> 
#> $AUT$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001697377 0.001914929 -0.0002068268  0.004692051
#> Sigma[3,2] -0.197918134 0.062884083 -0.2896706695 -0.115289425
#> Sigma[3,3]  0.321732685 0.083064847  0.2193444567  0.452997309
#> 
#> $AUT$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.000442136 0.001543929 -0.0008971344  0.002893656
#> Sigma[4,2] -0.060648824 0.044590351 -0.1298339942 -0.008856661
#> Sigma[4,3]  0.215632628 0.056008094  0.1505047043  0.298221426
#> Sigma[4,4]  0.189846116 0.044460648  0.1330961584  0.259925768
#> 
#> 
#> $AUT$A
#> $AUT$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.953935885 0.01683982  0.930079260  0.974425232
#> lag1_var2 -0.042838650 0.04459648 -0.096758510  0.012215345
#> lag1_var3 -0.097780600 0.07234776 -0.186531513 -0.009220386
#> lag1_var4  0.091877166 0.06716075  0.009842755  0.176217391
#> const      1.513454758 0.21350699  1.238350556  1.796796389
#> exo1       0.005400902 0.01397366 -0.015625462  0.020536904
#> exo2      -0.068356799 0.01122587 -0.083388875 -0.051459026
#> exo3       0.031870111 0.01257482  0.012011946  0.046450444
#> 
#> $AUT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3037329 0.3974177  -0.6890997   0.40404248
#> lag1_var2  1.2152466 1.3536363  -0.4893980   2.94829368
#> lag1_var3  1.3866682 2.2506489  -1.3668587   4.20159532
#> lag1_var4 -1.2239978 2.1258136  -3.9199506   1.40569550
#> const      1.4621781 5.2054674  -6.3889809   7.10053926
#> exo1      -0.7373210 0.5995199  -1.5797460  -0.08386743
#> exo2       0.1375850 0.5607367  -0.6422089   0.86693164
#> exo3       1.4620543 0.3388438   0.9652145   1.90393769
#> 
#> $AUT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9910008 0.4390182   0.4819084    1.6417274
#> lag1_var2 -1.1851886 1.6529645  -2.9568775    1.5270153
#> lag1_var3 -1.6553407 2.6519651  -4.5611900    2.6693586
#> lag1_var4  2.2535161 2.5728490  -1.9616617    5.0554060
#> const     -4.3230645 7.7497444 -15.0597455    5.0217590
#> exo1       0.3694916 0.4841101  -0.2754379    0.9490794
#> exo2      -0.3837812 0.6673150  -1.4744089    0.3642949
#> exo3      -0.6884356 0.5715310  -1.4561028    0.1174347
#> 
#> $AUT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.84646428 0.3957771   0.3632159    1.3456202
#> lag1_var2 -0.90790410 1.2706131  -2.1431077    0.8937757
#> lag1_var3 -1.58888495 2.0938150  -3.5679001    1.3164543
#> lag1_var4  2.28354973 1.9936540  -0.5275827    4.1762671
#> const     -4.42149370 6.0618281 -12.7959842    1.6146295
#> exo1      -0.07265468 0.2418659  -0.3452569    0.3051905
#> exo2      -0.30291826 0.4586858  -1.0076014    0.1657455
#> exo3       0.20422155 0.5507563  -0.4848161    1.0786287
#> 
#> 
#> 
#> $AZE
#> $AZE$Sigma
#> $AZE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005186838 0.001938553 0.003826427  0.008598675
#> 
#> $AZE$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001689145 0.006646666 -0.006835211   0.01105101
#> Sigma[2,2] 0.169820035 0.046995304  0.127080764   0.24050150
#> 
#> $AZE$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.04028841 0.01736185 -0.06997873  -0.02370372
#> Sigma[3,2] -0.06283184 0.08671214 -0.20542985   0.02093726
#> Sigma[3,3]  0.60868123 0.18226869  0.41716266   0.91154391
#> 
#> $AZE$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.03982967 0.01514725 -0.06455837   -0.0222720
#> Sigma[4,2]  0.07233421 0.08068739 -0.04228809    0.1662048
#> Sigma[4,3]  0.58975405 0.15248950  0.40902261    0.8376429
#> Sigma[4,4]  0.68279733 0.15167193  0.53186366    0.9219094
#> 
#> 
#> $AZE$A
#> $AZE$A$equation1
#>                   mean         sd   5% quantile 95% quantile
#> lag1_var1  0.925073429 0.03213522  0.8790303722   0.96596295
#> lag1_var2  0.145932087 0.13854677  0.0002709114   0.33282164
#> lag1_var3  0.149457314 0.19259980 -0.0511175027   0.41132794
#> lag1_var4 -0.155959811 0.18079653 -0.3982410430   0.03350780
#> const      2.001878271 0.89263916  0.6396495955   2.99140260
#> exo1       0.012563638 0.08724909 -0.0913614481   0.12388967
#> exo2      -0.073138679 0.06684182 -0.1566609495   0.03093750
#> exo3       0.008094396 0.05899233 -0.0724061660   0.08815522
#> 
#> $AZE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05661418 0.2174186  -0.2333791    0.3741665
#> lag1_var2 -0.45371277 0.4285952  -0.9797301    0.1970234
#> lag1_var3 -1.56317736 0.5997122  -2.3196002   -0.6595890
#> lag1_var4  1.57529238 0.5818489   0.7050909    2.3187438
#> const      0.23402246 4.7417040  -7.2987586    5.6322253
#> exo1       0.25934514 0.5508064  -0.5394833    0.9382258
#> exo2       1.89148644 0.3677936   1.3434817    2.3312003
#> exo3      -0.60413140 0.3633615  -1.2314917   -0.1919696
#> 
#> $AZE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.26189775 0.3543543  -0.1534284    0.7785931
#> lag1_var2 -1.01373784 1.1440914  -2.6415485    0.5915518
#> lag1_var3  0.03687071 1.5636761  -2.1814792    2.2079247
#> lag1_var4  0.92346203 1.4810460  -1.1226436    3.0305432
#> const     -1.53917594 7.2966979 -11.6798064    8.1409971
#> exo1      -0.26116754 0.8280203  -1.4986498    0.7125823
#> exo2       0.20953393 0.9054263  -1.2219264    1.3089860
#> exo3      -1.71451490 0.8345532  -2.8108579   -0.5708432
#> 
#> $AZE$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.33061233 0.3205854  -0.07478249    0.8618822
#> lag1_var2 -2.07170293 1.1310175  -3.37122590   -0.4600538
#> lag1_var3 -2.04339494 1.5623779  -3.80307938    0.1501537
#> lag1_var4  3.02518287 1.4755636   0.96589534    4.7133783
#> const     -2.64536474 6.9313882 -10.96396712    7.0698251
#> exo1      -0.01407374 0.8851146  -1.17617341    1.2351888
#> exo2       1.52564668 0.8263944   0.33383131    2.5311943
#> exo3      -2.25858594 0.7886687  -3.16521588   -1.1572336
#> 
#> 
#> 
#> $BDI
#> $BDI$Sigma
#> $BDI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007516572 0.0001393176 0.0006204035 0.0009679158
#> 
#> $BDI$Sigma$equation2
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0007306126 0.0007594534 -0.0002931083  0.001791629
#> Sigma[2,2] 0.0212284220 0.0057370222  0.0147745411  0.030210474
#> 
#> $BDI$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.003044323 0.001854469 -0.005702437 -0.0007913753
#> Sigma[3,2] -0.039299666 0.014379687 -0.060302691 -0.0206173691
#> Sigma[3,3]  0.133180768 0.042486287  0.071802183  0.1933757380
#> 
#> $BDI$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002501954 0.001509171 -0.004517177 -0.0005017567
#> Sigma[4,2] -0.023465906 0.010736130 -0.038185314 -0.0089026938
#> Sigma[4,3]  0.105188714 0.033202043  0.057090111  0.1502142914
#> Sigma[4,4]  0.089067611 0.027213702  0.051213099  0.1268884527
#> 
#> 
#> $BDI$A
#> $BDI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96591312 0.02074831  0.93733959   0.99160328
#> lag1_var2 -0.03697604 0.09109008 -0.13007977   0.10998836
#> lag1_var3 -0.04353359 0.12121327 -0.17123764   0.15147022
#> lag1_var4  0.03527972 0.11682960 -0.15215256   0.15777127
#> const      1.42519893 0.23594887  1.07281368   1.69013098
#> exo1      -0.00269799 0.03420544 -0.05436951   0.03287294
#> exo2      -0.02030894 0.02672370 -0.05077008   0.02260626
#> exo3       0.01421838 0.03184941 -0.02972400   0.05784112
#> 
#> $BDI$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.001714476 0.1775320 -0.28583504    0.1702568
#> lag1_var2  0.253164275 0.5183545 -0.28210792    1.1345078
#> lag1_var3 -0.872856346 0.7154768 -1.59954018    0.3491816
#> lag1_var4  0.867970350 0.6915914 -0.31449485    1.5653265
#> const      0.437658727 2.3852094 -1.71242928    4.1127698
#> exo1      -0.444158678 0.1122666 -0.58390264   -0.2757490
#> exo2       0.030863073 0.1127156 -0.15001657    0.1522604
#> exo3       0.123088498 0.1210232 -0.01175164    0.3051092
#> 
#> $BDI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.26987914 0.5042598 -0.41129546    0.9212545
#> lag1_var2 -0.07616844 1.5981744 -2.10291284    1.7922930
#> lag1_var3  1.14763633 2.1993468 -1.69113974    3.7730391
#> lag1_var4 -0.20973810 2.1206020 -2.71533181    2.5218048
#> const     -0.61009530 5.8681456 -9.36242696    6.9198252
#> exo1       0.54196240 0.2612041  0.26641045    0.9727653
#> exo2      -1.22039819 0.3295162 -1.61161202   -0.7293435
#> exo3       0.23837354 0.2150099 -0.07584333    0.5165890
#> 
#> $BDI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2608693 0.4046132 -0.28922936    0.7215470
#> lag1_var2 -0.3543925 1.3021696 -1.75720802    1.2183885
#> lag1_var3 -0.1353837 1.7899977 -2.10708276    2.0522171
#> lag1_var4  1.0801474 1.7243821 -1.00911948    2.9722933
#> const     -0.9309031 4.6020308 -7.36307369    5.0991154
#> exo1       0.2053410 0.2046599 -0.02944953    0.5366099
#> exo2      -1.2196649 0.2988027 -1.54125050   -0.8213869
#> exo3       0.3389910 0.1703518  0.12979877    0.5710381
#> 
#> 
#> 
#> $BEL
#> $BEL$Sigma
#> $BEL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002280583 4.292652e-05 0.0001623237 0.0002756064
#> 
#> $BEL$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.004318121 0.002506629 -0.007130126 -0.0005912186
#> Sigma[2,2]  0.526899759 0.162924759  0.305072058  0.7584851782
#> 
#> $BEL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004848354 0.001550123  0.002890067  0.006874783
#> Sigma[3,2] -0.271606399 0.103502007 -0.433657923 -0.156865635
#> Sigma[3,3]  0.334692704 0.066652046  0.230793707  0.401929468
#> 
#> $BEL$Sigma$equation4
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[4,1] 0.002739955 0.0008721128  0.001498467  0.003841203
#> Sigma[4,2] 0.002973081 0.0480978406 -0.070279925  0.065275691
#> Sigma[4,3] 0.209128321 0.0600120919  0.119836856  0.279777495
#> Sigma[4,4] 0.228288141 0.0652872852  0.136856998  0.305985489
#> 
#> 
#> $BEL$A
#> $BEL$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.94445529 0.015304054  0.92582665  0.964042127
#> lag1_var2 -0.02454062 0.041113239 -0.08063139  0.027313132
#> lag1_var3 -0.05056370 0.081682826 -0.16283420  0.051454472
#> lag1_var4  0.05139549 0.075215534 -0.04288553  0.154628479
#> const      1.44480262 0.215092270  1.12359900  1.743897664
#> exo1      -0.01240175 0.011627048 -0.02859554  0.003570444
#> exo2      -0.06128657 0.009698808 -0.07445477 -0.048529493
#> exo3       0.04079988 0.019823669  0.02280876  0.076203137
#> 
#> $BEL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4714718 0.5828949  -0.3401642    1.2947635
#> lag1_var2  0.8567556 1.6430428  -1.1683819    3.1768029
#> lag1_var3  0.2148973 3.1077803  -3.7506758    4.5758926
#> lag1_var4 -0.3918486 2.9073639  -4.5052949    3.3366967
#> const     -1.4372841 8.9691357 -16.0498028    8.3125928
#> exo1      -0.4105071 0.6906602  -1.4012079    0.4550683
#> exo2      -0.1144765 0.6651161  -0.9910282    0.7529478
#> exo3       0.7224193 0.9095219  -0.3877078    2.0683515
#> 
#> $BEL$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.05302284 0.3071232  -0.36208029   0.48104724
#> lag1_var2  0.35686607 0.9471189  -0.93084226   1.71185344
#> lag1_var3  1.40186505 1.8313336  -1.10713835   3.96247020
#> lag1_var4 -0.38311284 1.7261015  -2.79738072   2.00716925
#> const     -3.32629583 7.7568881 -10.32737750   9.24739583
#> exo1       0.34999485 0.3240051  -0.05141588   0.77093989
#> exo2      -0.44214411 0.3235731  -0.81486832   0.04359259
#> exo3       0.20754530 0.7430938  -0.83585632   1.14248589
#> 
#> $BEL$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.3088768 0.3485663  -0.12030864    0.7858846
#> lag1_var2  0.4463425 0.9305272  -0.79761567    1.7123375
#> lag1_var3  0.8190051 1.7998456  -1.54258275    3.3466375
#> lag1_var4  0.1234461 1.6653244  -2.20120611    2.2955728
#> const     -5.2032149 6.9081460 -12.79401072    4.8327340
#> exo1       0.1450251 0.3693940  -0.36827143    0.6262039
#> exo2      -0.5168916 0.4271623  -0.80836673    0.1701094
#> exo3       0.6396239 0.4970913  -0.05556562    1.2952115
#> 
#> 
#> 
#> $BEN
#> $BEN$Sigma
#> $BEN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004128661 0.0001441405 0.0002691948 0.0006383214
#> 
#> $BEN$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001111244 0.00156635 -0.003272956  0.001075955
#> Sigma[2,2]  0.108638222 0.03197605  0.063478670  0.147415059
#> 
#> $BEN$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001261024 0.001467598 -0.0005654528  0.003421468
#> Sigma[3,2] -0.090593274 0.029234583 -0.1271352841 -0.052355351
#> Sigma[3,3]  0.091322437 0.029543503  0.0519019236  0.134471920
#> 
#> $BEN$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.000455475 0.0004871698 -0.0001421918  0.001123445
#> Sigma[4,2] -0.012602125 0.0099001549 -0.0288574826 -0.002858393
#> Sigma[4,3]  0.026460629 0.0114514777  0.0127346579  0.044432365
#> Sigma[4,4]  0.017613198 0.0051585373  0.0107613497  0.024428872
#> 
#> 
#> $BEN$A
#> $BEN$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.983782760 0.01135358  0.966401210   0.99913447
#> lag1_var2 -0.258065113 0.07892780 -0.374572657  -0.15437530
#> lag1_var3 -0.376247800 0.11123990 -0.538260212  -0.22485393
#> lag1_var4  0.373673700 0.10930388  0.225655775   0.53121611
#> const      0.580077365 0.26865434  0.161679274   0.92123771
#> exo1       0.007022584 0.01484956 -0.012679211   0.02862845
#> exo2      -0.004551856 0.02630537 -0.041796688   0.02334928
#> exo3       0.024727236 0.01769354  0.001539555   0.05057028
#> 
#> $BEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1698555 0.2170272 -0.01771929    0.5404182
#> lag1_var2  0.4189483 0.6232606 -0.42343933    1.1957009
#> lag1_var3 -0.3628743 0.8062401 -1.45560985    0.5723061
#> lag1_var4  0.3223427 0.7757851 -0.56591938    1.3613553
#> const     -0.4885808 2.8523488 -4.47536100    3.1729760
#> exo1      -0.2130987 0.2786548 -0.66144246    0.1178500
#> exo2       0.2991185 0.2260034 -0.08315130    0.5159700
#> exo3       0.1789208 0.2638938 -0.06610750    0.5952658
#> 
#> $BEN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2007358 0.1583213 -0.05178043    0.3797743
#> lag1_var2  0.0148725 0.7204340 -0.80700652    1.0525757
#> lag1_var3  0.3715033 0.9338268 -0.76754622    1.6791894
#> lag1_var4  0.5750697 0.8949927 -0.66698723    1.6424796
#> const     -1.2450231 2.4034852 -4.38424743    2.3370248
#> exo1       0.1179716 0.2962264 -0.28241463    0.5236757
#> exo2      -0.6248698 0.2691753 -0.92420129   -0.2355667
#> exo3       0.8039999 0.3204444  0.27307674    1.0865397
#> 
#> $BEN$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.32816352 0.04445259   0.2643792    0.3904852
#> lag1_var2 -0.08075599 0.36485343  -0.5251062    0.5121526
#> lag1_var3 -0.44779873 0.52438074  -1.1128363    0.3759403
#> lag1_var4  1.37120782 0.50971535   0.5661367    2.0073339
#> const     -2.15052401 0.98370793  -3.4391697   -0.7199607
#> exo1      -0.03623583 0.15873207  -0.2483326    0.1624283
#> exo2      -0.41170039 0.12269547  -0.5663508   -0.2368445
#> exo3       0.95935725 0.16684615   0.6629962    1.1049603
#> 
#> 
#> 
#> $BFA
#> $BFA$Sigma
#> $BFA$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.002450768 0.005507356 0.0005488336   0.01037453
#> 
#> $BFA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] 0.004514623 0.007438462 0.001130204   0.01578863
#> Sigma[2,2] 0.051724840 0.014100129 0.035642063   0.07303934
#> 
#> $BFA$Sigma$equation3
#>                   mean         sd 5% quantile  95% quantile
#> Sigma[3,1] -0.01115090 0.03281405 -0.05848031  0.0005390359
#> Sigma[3,2] -0.03696569 0.05019879 -0.11402355 -0.0056782393
#> Sigma[3,3]  0.10762335 0.20205674  0.03487617  0.3987274175
#> 
#> $BFA$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.007706842 0.02764135 -0.04763839  0.002328357
#> Sigma[4,2]  0.005030539 0.04210468 -0.05834614  0.033979209
#> Sigma[4,3]  0.080189391 0.16745316  0.02042067  0.323693541
#> Sigma[4,4]  0.086983420 0.13902716  0.02944196  0.298115520
#> 
#> 
#> $BFA$A
#> $BFA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.965808516 0.01487402  0.94740592 0.9887902545
#> lag1_var2 -0.084737704 0.08857628 -0.21567529 0.0217359822
#> lag1_var3 -0.121856162 0.10683856 -0.26810621 0.0136953011
#> lag1_var4  0.117399930 0.10224581 -0.01167629 0.2575013812
#> const      1.145340001 0.53956277  0.28285115 1.7399600240
#> exo1      -0.004232372 0.03416099 -0.03376524 0.0503303691
#> exo2      -0.022595673 0.01705459 -0.04597132 0.0008517401
#> exo3       0.020982010 0.02756866 -0.01573725 0.0575749379
#> 
#> $BFA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.25978501 0.1576403   0.0761622   0.49052873
#> lag1_var2 -0.87023813 0.5872114  -1.6333622  -0.00980317
#> lag1_var3 -2.15727715 0.6496888  -3.0581427  -1.27043946
#> lag1_var4  2.13282309 0.6290109   1.2896702   3.01846610
#> const     -3.35943320 2.3350422  -6.8303937  -0.08461340
#> exo1      -0.01145358 0.2072274  -0.2728749   0.31196742
#> exo2       0.15118322 0.3329884  -0.3811554   0.42980713
#> exo3       0.16469208 0.1989238  -0.1175672   0.39645427
#> 
#> $BFA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3184934 0.1091396 -0.46373686   -0.1680255
#> lag1_var2  0.2215067 0.4089483 -0.38051444    0.6437191
#> lag1_var3  0.8545317 0.5260019  0.02939963    1.3596131
#> lag1_var4  0.2052219 0.5099652 -0.28952909    1.0032084
#> const      0.9284674 3.1263531 -2.71950681    5.6922969
#> exo1       0.1033116 0.1629238 -0.15099089    0.3227902
#> exo2      -1.9543762 0.2627094 -2.31278514   -1.5897521
#> exo3      -0.4340454 0.1383300 -0.63527738   -0.2499769
#> 
#> $BFA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1211377 0.0854111  -0.2281414  0.002655356
#> lag1_var2 -1.0154672 0.7278448  -2.2339118 -0.222995129
#> lag1_var3 -1.5559728 0.8743343  -3.0286047 -0.612855834
#> lag1_var4  2.6086129 0.8435686   1.7091986  4.031234501
#> const     -2.5551050 2.1298393  -5.4920050  0.299294809
#> exo1       0.1017751 0.1119486  -0.0701265  0.248911814
#> exo2      -1.9354465 0.1877913  -2.2136775 -1.711798128
#> exo3      -0.3435539 0.1987394  -0.5636474 -0.043077353
#> 
#> 
#> 
#> $BGD
#> $BGD$Sigma
#> $BGD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001227467 2.773381e-05 8.904177e-05 0.0001576396
#> 
#> $BGD$Sigma$equation2
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0004185594 0.00076778 -0.0006806093  0.001315511
#> Sigma[2,2] 0.1569756034 0.03180632  0.1237566625  0.205871337
#> 
#> $BGD$Sigma$equation3
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0002669396 0.00103115 -0.001742324   0.00127630
#> Sigma[3,2] -0.0957097972 0.05396508 -0.170231465  -0.03101824
#> Sigma[3,3]  0.3274372416 0.08874364  0.230243530   0.46320727
#> 
#> $BGD$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -1.633616e-05 0.001081785 -0.001334702  0.001684189
#> Sigma[4,2] -3.440084e-03 0.049047281 -0.063925770  0.068490897
#> Sigma[4,3]  2.839578e-01 0.074532197  0.200141815  0.400652021
#> Sigma[4,4]  2.953472e-01 0.068706807  0.215346754  0.394417963
#> 
#> 
#> $BGD$A
#> $BGD$A$equation1
#>                    mean          sd  5% quantile 95% quantile
#> lag1_var1  1.0056084768 0.004699116  1.000346553   1.01284053
#> lag1_var2 -0.1871210917 0.046815562 -0.243558487  -0.12751811
#> lag1_var3 -0.3323893659 0.078301512 -0.428554467  -0.23245901
#> lag1_var4  0.3140064477 0.075667631  0.217688858   0.40777508
#> const      0.9574241979 0.146443401  0.753623859   1.15545123
#> exo1      -0.0001327071 0.011503660 -0.012720382   0.01599775
#> exo2      -0.0288770884 0.009526820 -0.040366522  -0.01343684
#> exo3       0.0028142072 0.006498437 -0.006130854   0.01072669
#> 
#> $BGD$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.26003394 0.3368700 -0.23446049   0.65378390
#> lag1_var2  1.67572087 1.3015982  0.35954682   3.72966635
#> lag1_var3  1.67790175 2.0912711 -0.33466984   5.08455844
#> lag1_var4 -1.77244275 1.9883233 -5.04396663   0.08509904
#> const     -0.03110562 3.9651935 -4.86444528   5.68756201
#> exo1       0.54558865 0.4307507  0.05904959   1.19019497
#> exo2       1.23738457 0.4967760  0.63114703   1.94267115
#> exo3       0.57852652 0.4999263 -0.10696235   1.17967802
#> 
#> $BGD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1351159 0.2953663  -0.2539222   0.50787842
#> lag1_var2  0.2486753 0.8563315  -1.1529359   1.13666059
#> lag1_var3  1.2305280 1.4855813  -1.1961703   2.56092066
#> lag1_var4 -0.3022965 1.4437695  -1.5559030   2.04882510
#> const      0.3970646 4.4458860  -6.3105736   5.65826200
#> exo1      -0.3851328 0.4723296  -0.9965343   0.22294392
#> exo2      -0.7008177 0.6015904  -1.5247705   0.07537502
#> exo3       0.6326598 0.5954297  -0.1779892   1.48815791
#> 
#> $BGD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.29609326 0.2842240 -0.09482718    0.6520342
#> lag1_var2  0.89567120 0.7413786  0.14771882    2.0040244
#> lag1_var3  1.64780476 1.2151987  0.30490520    3.2917775
#> lag1_var4 -0.76718931 1.1825703 -2.36909953    0.5771181
#> const     -0.28525221 4.4590914 -7.23680497    4.3822456
#> exo1      -0.06733385 0.5428430 -0.88927442    0.4837304
#> exo2       0.04422571 0.5012824 -0.65743981    0.6472788
#> exo3       1.04177874 0.4359022  0.50195494    1.6129069
#> 
#> 
#> 
#> $BGR
#> $BGR$Sigma
#> $BGR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001781738 0.0003921259 0.001256389  0.002342975
#> 
#> $BGR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03215138 0.01347677 -0.05383483   -0.0179561
#> Sigma[2,2]  3.34409294 0.62776626  2.56438923    4.3204922
#> 
#> $BGR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01972002 0.009866457  0.006239323    0.0331519
#> Sigma[3,2] -1.97370266 0.398735783 -2.636001924   -1.4690050
#> Sigma[3,3]  1.62348475 0.252748194  1.299938009    1.9539196
#> 
#> $BGR$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003215239 0.00541794 -0.003422547   0.01105352
#> Sigma[4,2] -0.244447254 0.20945570 -0.458750395   0.08463402
#> Sigma[4,3]  0.640841179 0.14468149  0.448101721   0.83642749
#> Sigma[4,4]  0.558174640 0.13570824  0.402827456   0.74751873
#> 
#> 
#> $BGR$A
#> $BGR$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.937406698 0.04226316  0.907300563  1.010230180
#> lag1_var2 -0.041139992 0.03507659 -0.085929024  0.007967948
#> lag1_var3 -0.081198847 0.06391409 -0.156698345  0.010818294
#> lag1_var4  0.083620475 0.05427663  0.004777422  0.149023497
#> const      1.415164709 0.82951279  0.027009189  1.973604236
#> exo1      -0.002228781 0.02879512 -0.050907851  0.027280980
#> exo2      -0.079082642 0.04713160 -0.127745632 -0.009852693
#> exo3       0.038575717 0.04871816 -0.024336872  0.108259376
#> 
#> $BGR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7764428  1.648866  -3.1515337    1.6029476
#> lag1_var2  2.6211662  1.861212   0.9492412    5.9101012
#> lag1_var3  3.5748466  3.574647   0.3312470    9.8805653
#> lag1_var4 -3.4860241  3.115982  -9.0117925   -0.5659514
#> const     16.4928119 30.000700 -21.8103252   64.6369290
#> exo1      -0.9022017  1.162792  -2.6793297    0.5774760
#> exo2       0.5010033  2.578388  -2.8562417    3.7871511
#> exo3      -0.3253330  1.741352  -2.7465769    2.3556967
#> 
#> $BGR$A$equation3
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1   1.3194332  1.2062743  -0.07467214    3.0989587
#> lag1_var2  -1.4960818  1.8810546  -4.88288535    0.1995835
#> lag1_var3  -1.9319008  3.6002443  -8.42660545    1.2836593
#> lag1_var4   2.5601973  3.1558730  -0.29933457    8.2406687
#> const     -12.6402738 15.7219583 -31.27219750   12.0851826
#> exo1        1.2761389  0.7414472   0.54299433    2.3726031
#> exo2       -1.0830486  1.5809697  -3.13770185    1.2073090
#> exo3       -0.1787002  1.0499092  -1.81381352    1.0102973
#> 
#> $BGR$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.0165140 0.7386451   0.08612191   2.19475768
#> lag1_var2 -0.6200185 1.0916499  -2.40485002   0.34902872
#> lag1_var3 -0.9981261 2.0549471  -4.41445324   0.77099848
#> lag1_var4  1.6564182 1.7922598   0.13040614   4.63790050
#> const     -5.6007297 7.9830144 -16.13489271   4.31902744
#> exo1       0.8379206 0.6255177  -0.17927064   1.47579095
#> exo2      -0.8403762 0.5495176  -1.54167623  -0.04685523
#> exo3      -0.3405907 0.5266599  -1.06442275   0.28791601
#> 
#> 
#> 
#> $BHR
#> $BHR$Sigma
#> $BHR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006451304 0.0002732264 0.0004164563  0.001128126
#> 
#> $BHR$Sigma$equation2
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0005858599 0.0001659671 -0.000783095 -0.0003684101
#> Sigma[2,2]  0.0045325394 0.0008864608  0.003778101  0.0060598572
#> 
#> $BHR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005328541 0.002841562  0.002136784  0.009737767
#> Sigma[3,2] -0.010907264 0.005304670 -0.019616168 -0.004959933
#> Sigma[3,3]  0.303351442 0.086031704  0.185430850  0.427590370
#> 
#> $BHR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004968132 0.002890564  0.001646596  0.009452232
#> Sigma[4,2] -0.007888719 0.005401768 -0.016591476 -0.001998336
#> Sigma[4,3]  0.299201857 0.085219698  0.181994863  0.420896080
#> Sigma[4,4]  0.297131999 0.084663646  0.180424855  0.416479072
#> 
#> 
#> $BHR$A
#> $BHR$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.977623931 0.007241255  0.967026083   0.98698883
#> lag1_var2 -0.215016974 0.089700908 -0.313775553  -0.08619224
#> lag1_var3 -0.342981490 0.149718707 -0.526308441  -0.14945314
#> lag1_var4  0.337688314 0.147945954  0.145438415   0.51832736
#> const      0.914531797 0.162824220  0.675020095   1.13838832
#> exo1       0.019104011 0.022083638 -0.007552283   0.04784553
#> exo2      -0.090376183 0.026470302 -0.136505094  -0.06542354
#> exo3       0.002447919 0.032751786 -0.033090108   0.05155395
#> 
#> $BHR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.04669928 0.04807851 -0.09673778   0.03108801
#> lag1_var2  0.69846785 0.30799099  0.22142647   1.03615829
#> lag1_var3  0.19996674 0.49211709 -0.52343587   0.82531360
#> lag1_var4 -0.18478660 0.48658350 -0.79829268   0.52533913
#> const      0.55826975 0.57247713 -0.32521258   1.29474214
#> exo1      -0.04608786 0.06084250 -0.11103826   0.04546462
#> exo2       0.55225198 0.05713453  0.46940927   0.61481465
#> exo3       0.06934872 0.05987179 -0.03476850   0.11966014
#> 
#> $BHR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8911670 0.4617375   0.2585248    1.5476945
#> lag1_var2 -1.7921465 1.3704607  -3.5430054   -0.1093517
#> lag1_var3 -2.1706011 2.0698674  -4.5925851    0.4815640
#> lag1_var4  2.9983105 2.0315577   0.4180425    5.3971507
#> const     -9.7097371 6.8558613 -20.8868688   -2.7165640
#> exo1       1.1813813 0.4071797   0.7869779    1.8790559
#> exo2      -2.7957683 0.6073771  -3.4359192   -1.8034128
#> exo3      -0.5087224 0.5991339  -1.2091823    0.4038524
#> 
#> $BHR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8705355 0.4621143   0.2348597    1.5187189
#> lag1_var2 -1.6923778 1.3216127  -3.3173270   -0.2295587
#> lag1_var3 -2.5861629 1.8899887  -4.6736144   -0.1260605
#> lag1_var4  3.4282541 1.8483393   1.0829385    5.4922825
#> const     -9.8680637 6.9112143 -21.0277698   -2.9621223
#> exo1       1.1602406 0.4239289   0.7267638    1.8928604
#> exo2      -2.4454385 0.6105086  -3.0882796   -1.4539267
#> exo3      -0.4700431 0.5912351  -1.1881953    0.4187266
#> 
#> 
#> 
#> $BHS
#> $BHS$Sigma
#> $BHS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008207737 0.0001877301 0.0005216984  0.001003643
#> 
#> $BHS$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0319196 0.01015315 -0.04867015   -0.0193474
#> Sigma[2,2]  3.1550317 0.90535302  2.21852204    4.6610491
#> 
#> $BHS$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02930811 0.008735818  0.01915069   0.04384938
#> Sigma[3,2] -2.49271372 0.784067871 -3.83610410  -1.77449267
#> Sigma[3,3]  2.15127261 0.669672698  1.56524987   3.32619679
#> 
#> $BHS$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.006520088 0.002608574  0.00288236   0.00986245
#> Sigma[4,2] -0.185805215 0.149076866 -0.44711220  -0.05687595
#> Sigma[4,3]  0.349050512 0.131800308  0.18986485   0.55574947
#> Sigma[4,4]  0.236239426 0.062036991  0.13860765   0.31496248
#> 
#> 
#> $BHS$A
#> $BHS$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96083915 0.02262318  0.932970605  0.986363114
#> lag1_var2  0.03469810 0.05046245 -0.043900497  0.093878711
#> lag1_var3  0.05124397 0.06910052 -0.056958355  0.132548373
#> lag1_var4 -0.05870200 0.06492039 -0.134113397  0.043711412
#> const      1.50546174 0.20096422  1.299100461  1.824544210
#> exo1      -0.03797793 0.02368042 -0.065852599 -0.000632084
#> exo2      -0.22914300 0.02726688 -0.275198763 -0.198547405
#> exo3       0.04636285 0.03969856  0.002212716  0.102600094
#> 
#> $BHS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8561899  1.890833  -1.7531386     3.304320
#> lag1_var2 -1.8031404  3.885942  -5.9367114     4.016695
#> lag1_var3 -3.5345809  5.395159  -9.4213707     4.495319
#> lag1_var4  3.2870375  4.943604  -4.3434759     8.482893
#> const      0.4758480 17.992585 -21.9570196    27.739366
#> exo1      -0.1666100  1.628964  -2.6734509     1.982462
#> exo2       2.0096964  2.331359  -0.9084261     5.574004
#> exo3       0.7904926  1.275118  -0.6835741     2.851793
#> 
#> $BHS$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03775146  1.488796  -2.0198617   2.01811235
#> lag1_var2  4.78780389  3.320125  -0.1741287   8.14258175
#> lag1_var3  7.36675642  4.592248   0.5627346  12.15413750
#> lag1_var4 -6.42642176  4.214768 -10.6148892  -0.02224759
#> const      4.53685521 12.433713 -14.2796486  20.15202805
#> exo1      -0.08427570  1.318989  -1.7315742   1.90075686
#> exo2      -6.75976237  1.824777  -9.6246759  -4.42277943
#> exo3      -2.73504944  1.218601  -4.5544632  -1.20690479
#> 
#> $BHS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6530539 0.3346342  0.08971779    0.9931369
#> lag1_var2  3.2283702 0.7863880  2.05672473    4.1091222
#> lag1_var3  4.4568910 1.0663224  2.88703988    5.6354874
#> lag1_var4 -3.7083798 0.9760024 -4.72740900   -2.2367981
#> const      4.2830018 4.5129683 -1.16036852   10.5797704
#> exo1      -0.2320209 0.5384666 -1.03524756    0.4829045
#> exo2      -5.9631247 0.2208695 -6.23614993   -5.6208004
#> exo3      -2.4048434 0.5234373 -2.99141398   -1.6295171
#> 
#> 
#> 
#> $BIH
#> $BIH$Sigma
#> $BIH$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006447547 0.0005961898 0.005559997  0.007108814
#> 
#> $BIH$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008776445 0.01576484 -0.03456057  0.008686146
#> Sigma[2,2]  1.698486568 0.22213202  1.40038382  1.981408461
#> 
#> $BIH$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002225721 0.008213045 -0.005666878   0.01583231
#> Sigma[3,2] -0.880256235 0.130150077 -1.056891183  -0.70595543
#> Sigma[3,3]  0.506650785 0.083429372  0.413346593   0.64270427
#> 
#> $BIH$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002583303 0.002631474 -0.006653563 -3.435475e-05
#> Sigma[4,2] -0.033079858 0.065317852 -0.139491379  3.394864e-02
#> Sigma[4,3]  0.076505688 0.036184249  0.037485088  1.323818e-01
#> Sigma[4,4]  0.071054394 0.010292778  0.059075828  8.712469e-02
#> 
#> 
#> $BIH$A
#> $BIH$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97175878 0.04703357  0.91193286   1.04731991
#> lag1_var2 -0.07900401 0.05682244 -0.14742713   0.01418538
#> lag1_var3 -0.15765491 0.10780596 -0.28412224   0.01792539
#> lag1_var4  0.13914894 0.10222167 -0.02674793   0.26497034
#> const      1.61123188 1.03750780 -0.04230614   2.45954930
#> exo1       0.01707834 0.06808281 -0.07919682   0.10605951
#> exo2      -0.06175510 0.14251250 -0.26965981   0.11329776
#> exo3       0.09006648 0.11702579 -0.06497784   0.25574283
#> 
#> $BIH$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9779519  0.7443817   0.04251808   2.12483289
#> lag1_var2 -1.8655720  1.2198215  -3.33610075   0.01241117
#> lag1_var3 -5.6142371  2.3877388  -8.53604534  -1.95136383
#> lag1_var4  5.2856635  2.1325802   1.95909450   7.73884838
#> const     -6.7238098 17.2577332 -35.64107598   7.91093349
#> exo1      -3.8139074  0.7099668  -4.76730301  -2.92924682
#> exo2       1.5114253  0.7286599   0.18815450   2.02894737
#> exo3       1.2452733  1.0308016   0.40012584   2.91696231
#> 
#> $BIH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3533269 0.4228651  -0.9659499    0.1412392
#> lag1_var2  1.2644590 0.6441893   0.2850756    1.9601855
#> lag1_var3  3.5165480 1.2530026   1.6187162    4.8935755
#> lag1_var4 -2.4128559 1.1193674  -3.5476526   -0.6994844
#> const      3.6630040 9.1803053  -6.1426414   18.8644295
#> exo1       1.9751733 0.4548769   1.4685030    2.5747686
#> exo2      -1.9853388 0.5310091  -2.4725258   -1.1054826
#> exo3      -0.6540640 0.4615775  -1.4057616   -0.1785129
#> 
#> $BIH$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.16603580 0.1474076 -0.04252783    0.3431160
#> lag1_var2 -0.16594264 0.2100081 -0.42662762    0.1528801
#> lag1_var3 -0.27077251 0.4040961 -0.77146480    0.3472232
#> lag1_var4  1.22012341 0.3603189  0.66012988    1.6487660
#> const     -0.75373617 2.0969444 -4.30228223    1.5899260
#> exo1       0.01395930 0.1854371 -0.21470889    0.2526681
#> exo2      -1.46641008 0.3897698 -1.87814295   -0.8433271
#> exo3      -0.02060832 0.2482179 -0.35017982    0.3392258
#> 
#> 
#> 
#> $BLR
#> $BLR$Sigma
#> $BLR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003827065 0.002141723 0.002009485  0.007573383
#> 
#> $BLR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04139548 0.06344098 -0.08807668   0.07641564
#> Sigma[2,2]  5.02468284 1.33648455  3.66401425   7.20914617
#> 
#> $BLR$Sigma$equation3
#>                   mean        sd  5% quantile 95% quantile
#> Sigma[3,1]  0.03219702 0.0236819 -0.009114014   0.05387732
#> Sigma[3,2] -2.76073331 0.5090388 -3.563039108  -2.12122241
#> Sigma[3,3]  1.61393573 0.2895727  1.269641703   1.99657040
#> 
#> $BLR$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007985858 0.01745354 -0.001414226   0.04038768
#> Sigma[4,2]  0.241936061 0.45979437 -0.074731001   1.09186242
#> Sigma[4,3] -0.028053211 0.14293554 -0.287395932   0.10078480
#> Sigma[4,4]  0.125247821 0.14256075  0.048628131   0.38292391
#> 
#> 
#> $BLR$A
#> $BLR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.05130397 0.08644943  0.918835713   1.14536884
#> lag1_var2 -0.28835580 0.10427559 -0.410892693  -0.12488002
#> lag1_var3 -0.50042710 0.17723372 -0.703103796  -0.21984491
#> lag1_var4  0.47425049 0.15953336  0.225974337   0.65552814
#> const      0.25062993 1.15921118 -1.360168181   1.84848461
#> exo1       0.02678684 0.03477034 -0.015787127   0.07933070
#> exo2       0.00200629 0.06690449 -0.098031527   0.08051149
#> exo3       0.05783178 0.04192806  0.008536339   0.12205447
#> 
#> $BLR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.9550029  2.565412  -5.6313702    0.5623421
#> lag1_var2  5.2088516  4.171173  -0.4120987   10.7940476
#> lag1_var3  7.5872300  7.192029  -2.0136801   17.2893458
#> lag1_var4 -7.1404650  6.576203 -16.0150841    1.4644717
#> const     47.6874477 27.513772  14.7251945   85.2093090
#> exo1       0.6070077  1.399217  -1.1665065    2.6408678
#> exo2      -0.7762924  2.691746  -4.4282817    3.2108258
#> exo3      -1.8535007  2.410342  -5.2908941    1.4814674
#> 
#> $BLR$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   2.4671471  1.4755367   0.3778557    3.8406711
#> lag1_var2  -3.6413758  2.4167456  -6.6899951   -0.3380941
#> lag1_var3  -5.4192383  4.1529044 -10.6970392    0.2136064
#> lag1_var4   5.9101391  3.8078148   0.6754000   10.7466495
#> const     -30.7325157 16.8403892 -52.8608901   -9.9577179
#> exo1       -0.4020663  0.8347936  -1.5425848    0.6677679
#> exo2        0.2869074  1.5200821  -1.9930126    2.2706676
#> exo3        1.1847585  1.5188622  -1.0319574    3.2483088
#> 
#> $BLR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.79393394 0.1787168   0.5203723    0.9764163
#> lag1_var2 -1.09389682 0.3545683  -1.6159859   -0.7374398
#> lag1_var3 -1.83084319 0.6207747  -2.7431298   -1.1951704
#> lag1_var4  2.57310751 0.6060409   1.9511397    3.4732800
#> const     -3.51966629 3.3881992  -7.2286407    1.8246201
#> exo1      -0.05201131 0.2103997  -0.3252291    0.2060887
#> exo2      -0.18399885 0.2035593  -0.4086514    0.1242978
#> exo3       0.07851690 0.2531621  -0.3335539    0.3404117
#> 
#> 
#> 
#> $BLZ
#> $BLZ$Sigma
#> $BLZ$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001027662 0.0001772636 0.0007975943  0.001294705
#> 
#> $BLZ$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01098157 0.005538517 -0.01910334 -0.004102635
#> Sigma[2,2]  0.84278250 0.164752689  0.68067009  1.127829246
#> 
#> $BLZ$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009803633 0.009244387 -0.001277533   0.02494597
#> Sigma[3,2] -0.414692670 0.165883711 -0.632940649  -0.18313688
#> Sigma[3,3]  1.123874842 0.241820845  0.795325979   1.45932279
#> 
#> $BLZ$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.003987166 0.009248849 -0.006761434   0.01759331
#> Sigma[4,2] 0.098133112 0.195056822 -0.168473302   0.36760488
#> Sigma[4,3] 0.977591219 0.205223928  0.700362040   1.25765268
#> Sigma[4,4] 1.156475204 0.190231848  0.934703074   1.44128318
#> 
#> 
#> $BLZ$A
#> $BLZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98285617 0.01975396  0.95268837   1.00813534
#> lag1_var2 -0.10501228 0.04810488 -0.17616559  -0.05801972
#> lag1_var3 -0.18347850 0.08376901 -0.30595046  -0.10403508
#> lag1_var4  0.16595003 0.07729356  0.09240851   0.27979559
#> const      1.41065018 0.27109577  1.16606718   1.83096266
#> exo1      -0.04409434 0.02057157 -0.06922880  -0.01152230
#> exo2      -0.18790275 0.02850074 -0.22410040  -0.14815689
#> exo3       0.10037514 0.02182931  0.06889949   0.12916238
#> 
#> $BLZ$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.06558749  0.8351119  -2.0780614    0.1373796
#> lag1_var2  3.46955728  1.7453877   1.0765752    6.1281465
#> lag1_var3  4.65491460  3.0308768   0.3703412    9.2461823
#> lag1_var4 -4.24549544  2.7625718  -8.4495518   -0.3615439
#> const      0.96183810 12.0584578 -19.1357923   10.9363460
#> exo1      -0.43376438  0.7387414  -1.2921694    0.5029252
#> exo2       2.22083076  1.1817389   0.6877232    3.6970833
#> exo3      -0.05861614  0.7914910  -1.0458952    1.1878440
#> 
#> $BLZ$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  -0.82192879 0.4442829  -1.6181165    -0.500791
#> lag1_var2   0.79100048 1.3729047  -1.2952608     2.286326
#> lag1_var3   2.13477797 2.3695254  -1.3968768     4.767003
#> lag1_var4  -0.83536922 2.1706562  -3.2425718     2.391770
#> const      -1.45293724 9.4043639 -12.6597464    11.919831
#> exo1        0.08958778 0.8413876  -0.8456191     1.440190
#> exo2      -14.83708577 0.9247260 -16.1128879   -13.625029
#> exo3        5.10949918 0.9069183   4.1255005     6.413554
#> 
#> $BLZ$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  -1.5995978 0.5416873  -2.4347929   -0.9669636
#> lag1_var2   2.6115233 1.2507733   0.9887023    4.4868412
#> lag1_var3   4.5024376 2.1552314   1.5844279    7.6229325
#> lag1_var4  -2.8855595 1.9845170  -5.6687706   -0.1766573
#> const      -2.1926061 7.7086398 -13.6920866    7.7757916
#> exo1       -0.1888336 0.6952468  -0.9282834    0.8827991
#> exo2      -14.9404051 1.2249579 -16.1074489  -12.9646129
#> exo3        5.6508293 0.9900559   4.4169759    6.9094876
#> 
#> 
#> 
#> $BOL
#> $BOL$Sigma
#> $BOL$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001237094 0.003174477 0.0001491812  0.005808052
#> 
#> $BOL$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0009872883 0.0008138737 -0.002170763 2.067574e-05
#> Sigma[2,2]  0.1357153614 0.0220547354  0.101275206 1.606079e-01
#> 
#> $BOL$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004043934 0.007557783  0.0002974707   0.01550013
#> Sigma[3,2] -0.095283893 0.033232325 -0.1446096883  -0.05060348
#> Sigma[3,3]  0.393522690 0.101625080  0.2846287970   0.56286544
#> 
#> $BOL$Sigma$equation4
#>                     mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0034707136 0.00779023 -0.0002837006   0.01522616
#> Sigma[4,2] -0.0002580458 0.02697469 -0.0422837455   0.02691306
#> Sigma[4,3]  0.3398424906 0.08982085  0.2343150018   0.48738286
#> Sigma[4,4]  0.3534694294 0.08481595  0.2455405669   0.48230704
#> 
#> 
#> $BOL$A
#> $BOL$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.99764541 0.01024578  0.984662374   1.01396885
#> lag1_var2 -0.21445709 0.12383026 -0.408491770  -0.11624831
#> lag1_var3 -0.30101325 0.16106619 -0.550118057  -0.17121257
#> lag1_var4  0.28821280 0.15702720  0.161731109   0.53130127
#> const      0.99671873 0.27799621  0.584831854   1.31157713
#> exo1       0.01800822 0.01865656 -0.007320098   0.04579577
#> exo2      -0.09579210 0.04738918 -0.126446265  -0.02127349
#> exo3       0.04254016 0.07602411 -0.006555493   0.16880023
#> 
#> $BOL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2001789 0.1183657  0.03857705    0.3475913
#> lag1_var2  0.8218717 0.9061181 -0.58989315    1.6093720
#> lag1_var3  0.4254256 1.1732676 -1.47132905    1.3276093
#> lag1_var4 -0.4401464 1.1459819 -1.33632583    1.4052095
#> const     -2.4348225 2.7057028 -6.33079073    0.6617261
#> exo1      -0.1552275 0.4938098 -0.79973357    0.5300161
#> exo2       4.2199460 0.4212723  3.66099534    4.8663886
#> exo3      -0.2584867 0.5333619 -1.04171900    0.4255691
#> 
#> $BOL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0301221 0.3193692  -0.4105224    0.4618643
#> lag1_var2  1.6018587 0.7548168   0.6395670    2.4208502
#> lag1_var3  1.8344051 0.9811272   0.6367352    2.9743028
#> lag1_var4 -0.8760460 0.9501013  -1.9908980    0.2575068
#> const     -0.4837070 7.0364389 -10.2220354    9.2087197
#> exo1      -0.4519574 0.5116720  -1.1723065    0.2130971
#> exo2      -5.4290900 0.7403710  -6.5359881   -4.6490654
#> exo3       2.1312958 0.7551615   1.2032657    3.0917989
#> 
#> $BOL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1721788 0.3592548  -0.3071526    0.6465891
#> lag1_var2  1.8404728 0.6812668   0.9728843    2.6062498
#> lag1_var3  1.6220555 0.8627668   0.5671749    2.6180308
#> lag1_var4 -0.6636471 0.8150248  -1.6055626    0.3225838
#> const     -3.0118686 7.4898959 -14.5143187    7.0381666
#> exo1      -0.5785682 0.4188403  -1.0283052    0.0881384
#> exo2      -2.4522010 0.5373491  -3.2901551   -1.8053908
#> exo3       2.1104853 0.7283199   1.3103991    3.1861544
#> 
#> 
#> 
#> $BRA
#> $BRA$Sigma
#> $BRA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005518641 7.399582e-05 0.0004628871  0.000661561
#> 
#> $BRA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01829221 0.005441214 -0.02737477  -0.01339617
#> Sigma[2,2]  1.12455360 0.323869059  0.88067443   1.66647798
#> 
#> $BRA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009632237 0.004307005  0.005679512   0.01703059
#> Sigma[3,2] -0.662212025 0.238942430 -1.031175773  -0.53738691
#> Sigma[3,3]  0.664089604 0.212994000  0.479618688   1.03704401
#> 
#> $BRA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002362268 0.003346827 -0.007033774  0.001726049
#> Sigma[4,2]  0.065452122 0.119199934 -0.079788813  0.238455232
#> Sigma[4,3]  0.263589551 0.117681435  0.114316058  0.444317186
#> Sigma[4,4]  0.337190336 0.132135858  0.240127988  0.549665052
#> 
#> 
#> $BRA$A
#> $BRA$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.97199034 0.01886029  0.9539751101  0.998516860
#> lag1_var2 -0.06340487 0.05082404 -0.1307645057  0.004945816
#> lag1_var3 -0.10193599 0.07829287 -0.2060097718  0.004355166
#> lag1_var4  0.09492373 0.07162613 -0.0038486361  0.186997150
#> const      1.23834545 0.41904490  0.6152810852  1.721374319
#> exo1       0.01342231 0.01192959  0.0001353208  0.029760474
#> exo2      -0.05811487 0.01922305 -0.0895189876 -0.035359301
#> exo3       0.04448685 0.03225283 -0.0034161635  0.082330685
#> 
#> $BRA$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.1890267  0.6948548  -0.73470621    1.0782609
#> lag1_var2 -0.8040154  1.9388484  -3.17870363    2.2056057
#> lag1_var3 -2.3664790  2.9534452  -5.89799953    2.2608324
#> lag1_var4  2.2692527  2.7531759  -2.06650986    5.5721002
#> const      3.3437831 13.4212816 -12.49660198   23.7808670
#> exo1      -0.6103092  1.0746240  -2.34754246    0.3590031
#> exo2       2.4782639  1.1713352   0.82139596    3.6489942
#> exo3       1.8805070  1.5924894  -0.07624102    3.9263110
#> 
#> $BRA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4941210 0.4786889  -1.2499961  -0.02965257
#> lag1_var2  3.2183959 1.2468977   1.8625501   5.15834302
#> lag1_var3  5.5497831 1.8624697   3.3658284   8.38453974
#> lag1_var4 -4.3589084 1.7180914  -6.9406492  -2.33049426
#> const     -0.8897985 6.5352738 -10.3240031   6.43885219
#> exo1       0.6180423 1.0029872  -0.5637751   2.03991015
#> exo2      -5.5440282 0.5569195  -6.2168196  -4.71056384
#> exo3      -0.7866777 1.2262985  -2.6498157   0.62009228
#> 
#> $BRA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4245602 0.3333747  -0.8378993   0.01889161
#> lag1_var2  2.4619895 0.8845793   1.4298489   3.66729601
#> lag1_var3  3.6306582 1.3537183   2.0826436   5.45315107
#> lag1_var4 -2.4686965 1.2475106  -4.1322477  -1.02145227
#> const      0.4298804 5.7475692  -8.0530398   7.03435723
#> exo1       0.2379516 0.6365967  -0.5477481   1.13000085
#> exo2      -4.5667218 0.6140668  -5.3830999  -3.74237734
#> exo3       0.4611166 0.6422436  -0.6718420   1.06047568
#> 
#> 
#> 
#> $BRB
#> $BRB$Sigma
#> $BRB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001144581 0.0002712581 0.0008656057  0.001606737
#> 
#> $BRB$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03153879 0.007551182 -0.04234986  -0.02330188
#> Sigma[2,2]  2.06991903 0.467906305  1.52771365   2.80361519
#> 
#> $BRB$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0317825 0.006968527  0.02462235   0.04131169
#> Sigma[3,2] -1.6964589 0.411408059 -2.37235529  -1.29347219
#> Sigma[3,3]  1.7135865 0.333424875  1.43964176   2.25139383
#> 
#> $BRB$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0117677 0.003516565  0.007208803   0.01683679
#> Sigma[4,2] -0.3228831 0.171792374 -0.598205245  -0.11013864
#> Sigma[4,3]  0.6336174 0.102822589  0.520324161   0.80153963
#> Sigma[4,4]  0.4724976 0.077561601  0.352059232   0.56347043
#> 
#> 
#> $BRB$A
#> $BRB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.89145989 0.04006451  0.83336478   0.93832347
#> lag1_var2  0.07696922 0.07296781 -0.03457560   0.15252547
#> lag1_var3  0.11553721 0.10691344 -0.04765982   0.22592058
#> lag1_var4 -0.11001581 0.09837223 -0.21138843   0.04135459
#> const      2.08690220 0.45165722  1.67136812   2.89983483
#> exo1       0.01214518 0.03136611 -0.03298338   0.05389583
#> exo2      -0.18244968 0.02388087 -0.21420403  -0.14894657
#> exo3      -0.07373966 0.02899349 -0.11645828  -0.03651871
#> 
#> $BRB$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  -0.19807982  1.7174731  -2.7394871     1.676454
#> lag1_var2   1.71814891  3.1261344  -2.3061478     5.953195
#> lag1_var3   1.24909140  4.5863505  -4.5999983     7.485663
#> lag1_var4  -1.02240055  4.1843380  -6.6234115     4.374196
#> const     -10.02879348 14.4844237 -31.1112661     7.800176
#> exo1       -0.07303431  0.8514647  -1.1948699     0.910093
#> exo2        2.37042684  0.8669529   1.1065191     3.526978
#> exo3        1.55411924  1.1716218  -0.1399587     3.276692
#> 
#> $BRB$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.849650  1.3480525  -2.2968973    1.0744292
#> lag1_var2  1.820687  2.5708334  -1.0661669    5.6532658
#> lag1_var3  3.521238  3.7709818  -0.7285391    9.1130622
#> lag1_var4 -2.448365  3.4680487  -7.6194594    1.4291810
#> const     13.202210 11.0482039  -4.7490583   26.3721263
#> exo1       0.169236  0.8055559  -0.5918923    1.1505880
#> exo2      -2.890790  0.8138749  -3.9285496   -1.7596191
#> exo3      -2.249855  1.0893252  -3.9075987   -0.9189366
#> 
#> $BRB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.1704225 0.5451452  -2.0400522   -0.5784522
#> lag1_var2  2.8979250 1.0268911   1.3206329    4.2449161
#> lag1_var3  4.2326081 1.5131133   1.9084566    6.2157392
#> lag1_var4 -2.9480981 1.3963794  -4.7940078   -0.8198305
#> const      6.6173709 6.5958073  -3.6665857   14.9284277
#> exo1       0.1646775 0.3787355  -0.3563065    0.6738152
#> exo2      -1.5283418 0.3907351  -1.9383577   -0.9874900
#> exo3      -1.4676141 0.6915011  -2.3278201   -0.5041563
#> 
#> 
#> 
#> $BRN
#> $BRN$Sigma
#> $BRN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0007655834 0.0001844829 0.000539652  0.001021479
#> 
#> $BRN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002416746 0.002975415 -0.005940897  0.002046785
#> Sigma[2,2]  0.208373015 0.050645351  0.164294982  0.294021368
#> 
#> $BRN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0005587181 0.001232895 -0.001354454  0.002187532
#> Sigma[3,2] -0.0901365593 0.021315176 -0.118431513 -0.064165719
#> Sigma[3,3]  0.1479445995 0.023580043  0.112048519  0.179656020
#> 
#> $BRN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001092045 0.002707075 -0.005039198  0.002428964
#> Sigma[4,2]  0.049434154 0.027021256  0.008697078  0.083079219
#> Sigma[4,3]  0.095905778 0.025347784  0.059769415  0.124896814
#> Sigma[4,4]  0.138073899 0.023350421  0.104427892  0.169391799
#> 
#> 
#> $BRN$A
#> $BRN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.958060245 0.03835314  0.91225080  1.015768440
#> lag1_var2 -0.102914931 0.09466844 -0.24757847 -0.007937362
#> lag1_var3 -0.158106600 0.14308918 -0.37552800 -0.010910245
#> lag1_var4  0.153261992 0.13320791  0.01677992  0.355720629
#> const      1.290493633 0.29355735  0.86015532  1.686816537
#> exo1      -0.049960908 0.02777239 -0.08902873 -0.014165273
#> exo2       0.016214871 0.02585434 -0.01883869  0.045956129
#> exo3      -0.007762834 0.01586113 -0.02971232  0.014607828
#> 
#> $BRN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1750313 0.4859998  -0.3943671    0.9975497
#> lag1_var2  0.7595000 1.6521605  -1.5721500    2.9977342
#> lag1_var3 -0.1925444 2.4598159  -3.7151955    3.0873328
#> lag1_var4  0.1624645 2.3473251  -2.9486717    3.5102458
#> const     -1.3034729 5.2426492  -9.1188010    4.9497252
#> exo1       0.1376192 0.4209852  -0.4058066    0.7373502
#> exo2       0.5990570 0.3433221   0.1326676    1.0770485
#> exo3      -2.2053115 0.4766236  -2.6609747   -1.4432385
#> 
#> $BRN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4887758 0.2843466  -0.8735745  -0.09629264
#> lag1_var2  2.5321062 0.6545711   1.5876090   3.39590692
#> lag1_var3  4.9235426 1.0134173   3.4271784   6.25630496
#> lag1_var4 -3.8042575 0.9796611  -5.0990692  -2.36749005
#> const      3.8754305 4.8598164  -2.5281943  10.75999312
#> exo1      -0.2256189 0.2397541  -0.5694168   0.11291176
#> exo2      -1.2865843 0.3981439  -1.7529198  -0.71698223
#> exo3       0.8497348 0.4180974   0.1895206   1.31027550
#> 
#> $BRN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4128361 0.3964619  -0.9731270    0.1226156
#> lag1_var2  2.7348084 1.2940167   1.0816327    4.4598751
#> lag1_var3  4.3564579 1.9920949   1.7599883    6.9088053
#> lag1_var4 -3.2340309 1.8953223  -5.6443937   -0.7208010
#> const      2.4747994 5.3090444  -3.0236690   10.5450332
#> exo1      -0.1411188 0.2761584  -0.4558505    0.2478092
#> exo2      -0.9755302 0.3200285  -1.4230116   -0.5222433
#> exo3      -0.6145533 0.4204273  -1.2552676   -0.1020886
#> 
#> 
#> 
#> $BTN
#> $BTN$Sigma
#> $BTN$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005869707 0.000133104 0.0004228021   0.00077589
#> 
#> $BTN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001606779 0.001662177 -0.003778675 0.0005995909
#> Sigma[2,2]  0.172481047 0.035341859  0.124620142 0.2164265143
#> 
#> $BTN$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.005237145 0.005113696 -0.0007227571   0.01254612
#> Sigma[3,2] -0.118960212 0.082076741 -0.2462749133  -0.03236307
#> Sigma[3,3]  1.382565005 0.240373500  1.0235611697   1.72010380
#> 
#> $BTN$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.004439995 0.005208858 -0.00115767   0.01235681
#> Sigma[4,2] -0.008702131 0.079865413 -0.12153436   0.10173452
#> Sigma[4,3]  1.361152886 0.257255916  0.99461034   1.73407767
#> Sigma[4,4]  1.412887588 0.285513025  1.02472049   1.80839090
#> 
#> 
#> $BTN$A
#> $BTN$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.96552920 0.008948372  0.95355917   0.97779895
#> lag1_var2 -0.15636167 0.051145996 -0.21611867  -0.07880168
#> lag1_var3 -0.25244873 0.073280441 -0.33589186  -0.13901747
#> lag1_var4  0.24469276 0.070781699  0.13439129   0.32509640
#> const      1.27144562 0.350705299  0.78505191   1.67301862
#> exo1      -0.01983689 0.022647159 -0.04606448   0.01431221
#> exo2      -0.06353917 0.025029526 -0.08937549  -0.02184007
#> exo3      -0.09260516 0.021051675 -0.12005769  -0.06289512
#> 
#> $BTN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8124965 0.2344595   0.4705553    1.1474077
#> lag1_var2 -4.3554551 1.4641897  -5.7675449   -1.8358639
#> lag1_var3 -7.2636794 2.1649575  -9.3617960   -3.5193846
#> lag1_var4  7.1746883 2.1382945   3.4745381    9.2345002
#> const     -9.7276761 5.2372881 -16.5512442   -2.0960286
#> exo1       0.1553064 0.3557577  -0.4005991    0.5914693
#> exo2       1.7174204 0.3695364   1.2014937    2.2609400
#> exo3       0.3157744 0.4068848  -0.2536213    0.9195407
#> 
#> $BTN$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  -1.4684369  0.5441888  -2.2978073   -0.6979983
#> lag1_var2  11.4340379  4.0862767   5.9045444   16.3746922
#> lag1_var3  17.7854523  6.1388747   9.4972910   25.0468286
#> lag1_var4 -16.7484679  6.0512863 -23.9191122   -8.6471674
#> const      27.4986956 12.8161250  11.2370528   47.4784777
#> exo1        0.9678735  0.9719898  -0.1616373    2.5368893
#> exo2        0.3257499  0.9350763  -0.9372248    1.6974187
#> exo3        2.5113551  1.3047816   0.8526266    4.0502027
#> 
#> $BTN$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  -0.9740221  0.4622079  -1.6790920   -0.4008656
#> lag1_var2   8.5315290  3.7153388   3.4763053   12.8370852
#> lag1_var3  12.9373896  5.5971300   5.1807270   19.2468358
#> lag1_var4 -11.9485677  5.5265845 -18.1912365   -4.3136139
#> const      21.2363528 10.8505877   7.6224693   37.6020217
#> exo1        1.1299432  0.9852456  -0.1380306    2.6866496
#> exo2        1.5503457  0.9431594   0.1350372    2.7986094
#> exo3        2.8250717  1.2704977   1.0971697    4.4126985
#> 
#> 
#> 
#> $BWA
#> $BWA$Sigma
#> $BWA$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002126179 0.0005152097 0.001571918  0.002847823
#> 
#> $BWA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] 0.006501005 0.01235716 -0.01353164   0.01791928
#> Sigma[2,2] 2.124413772 0.63526623  1.51018521   3.19949628
#> 
#> $BWA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01163125 0.01230376 -0.02595563  0.006792313
#> Sigma[3,2] -1.35226131 0.32027715 -1.89329391 -0.975812533
#> Sigma[3,3]  1.25815681 0.21034281  0.99354899  1.589526961
#> 
#> $BWA$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.009025024 0.008215984 -0.02315275 0.0001384719
#> Sigma[4,2] -0.094787299 0.183335544 -0.27493892 0.2176939832
#> Sigma[4,3]  0.553397826 0.104710322  0.42493435 0.6915481051
#> Sigma[4,4]  0.617417976 0.140837703  0.46428076 0.8267436293
#> 
#> 
#> $BWA$A
#> $BWA$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.966432312 0.02012835  0.931063596  0.985516977
#> lag1_var2 -0.021408969 0.02086544 -0.052233592  0.006623962
#> lag1_var3 -0.038563547 0.02998891 -0.080926758  0.000275562
#> lag1_var4  0.024016155 0.02227934 -0.002860568  0.056225699
#> const      1.652763023 0.38661273  1.160386637  2.159887979
#> exo1      -0.002262688 0.04571207 -0.065747039  0.047922221
#> exo2      -0.070048813 0.04810509 -0.133059842 -0.003954522
#> exo3       0.088822708 0.03656697  0.033497140  0.136830239
#> 
#> $BWA$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.6315224  0.7710869 -0.59511501   1.46249228
#> lag1_var2 -0.4028640  0.7222741 -1.15860211   0.64693690
#> lag1_var3 -1.7531913  1.1101424 -2.94018140  -0.01648469
#> lag1_var4  1.5143545  0.8552162  0.16542596   2.40971070
#> const      6.3971843 10.5196475 -4.12992859  24.36732215
#> exo1      -1.5227693  1.0072684 -2.64582484  -0.06659791
#> exo2       1.1648705  1.4862678 -0.79348740   2.97788199
#> exo3       2.0984940  1.5270277  0.04734241   4.22619059
#> 
#> $BWA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.37123564 0.4429568  -0.2144356    0.8896968
#> lag1_var2  0.25071191 0.5170471  -0.4409032    0.9532670
#> lag1_var3  0.95231653 0.8257310  -0.1869785    2.0909084
#> lag1_var4 -0.03726218 0.6593412  -0.9859771    0.8454145
#> const     -8.64023322 8.4454530 -21.1439621    2.3559268
#> exo1       1.53460761 0.5766452   0.5928123    2.1291362
#> exo2      -2.77288455 1.2789723  -4.4929331   -1.1838332
#> exo3       0.21624564 1.2574144  -1.4268817    2.1116524
#> 
#> $BWA$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.9030895 0.3728496   0.44509614    1.4383575
#> lag1_var2 -0.6984467 0.3191461  -1.10395146   -0.2073746
#> lag1_var3 -1.3067347 0.5309140  -1.98042557   -0.5442537
#> lag1_var4  2.0518908 0.4826374   1.37979442    2.7106680
#> const     -7.0386621 8.1150477 -17.16132674    4.9807404
#> exo1       0.7476063 0.6106913  -0.08553414    1.5409095
#> exo2      -2.6110815 0.8044919  -3.64032692   -1.3399762
#> exo3       1.9805699 0.6819628   1.15969426    3.0154111
#> 
#> 
#> 
#> $CAF
#> $CAF$Sigma
#> $CAF$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007521888 0.003002111 0.005261707    0.0122094
#> 
#> $CAF$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0004406978 0.0008283298 -0.000735032  0.001512456
#> Sigma[2,2] 0.0044734173 0.0008318568  0.003726989  0.005923974
#> 
#> $CAF$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001375366 0.002552389 -0.004730985  0.002162587
#> Sigma[3,2] -0.005977263 0.001236528 -0.007420965 -0.004044718
#> Sigma[3,3]  0.025292114 0.004391546  0.020215790  0.032649819
#> 
#> $CAF$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001114440 0.002478923 -0.004309616  0.002706564
#> Sigma[4,2] -0.002845893 0.001008171 -0.003889141 -0.001169139
#> Sigma[4,3]  0.022091206 0.004020727  0.017478529  0.028763519
#> Sigma[4,4]  0.021161169 0.003932985  0.016866733  0.027607381
#> 
#> 
#> $CAF$A
#> $CAF$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.86678786 0.06133403  0.780000879   0.94122753
#> lag1_var2  0.09679972 0.35592795 -0.199155502   0.75135349
#> lag1_var3  0.11722843 0.52353990 -0.363490889   1.06472739
#> lag1_var4 -0.09871104 0.52911432 -1.061346110   0.36006928
#> const      1.43358935 1.80042124 -1.234385476   3.26009399
#> exo1       0.05803369 0.03793622  0.004956699   0.10490769
#> exo2      -0.01687080 0.07907213 -0.114444233   0.09949667
#> exo3       0.03140665 0.05191836 -0.041129379   0.10254381
#> 
#> $CAF$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.08255935 0.04420453  -0.1503007  -0.03534656
#> lag1_var2  0.56729535 0.22092989   0.2243460   0.77947439
#> lag1_var3 -0.14260642 0.33115352  -0.6264897   0.20171310
#> lag1_var4  0.18730559 0.33303210  -0.1695614   0.68432314
#> const      0.39478660 1.05148701  -1.0231548   1.75662596
#> exo1      -0.08598734 0.06985631  -0.1708758   0.01270309
#> exo2       0.55251279 0.08247461   0.4426562   0.65391488
#> exo3       0.41952713 0.06379375   0.3283097   0.49060676
#> 
#> $CAF$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.30398764 0.1380689   0.1378716    0.4944475
#> lag1_var2  0.22051458 0.6074910  -0.5662335    1.0930020
#> lag1_var3  0.66951671 0.8765321  -0.3097923    1.9554323
#> lag1_var4  0.20790513 0.8807542  -1.0863436    1.2394092
#> const     -0.16069482 2.1732346  -3.2459936    2.5626369
#> exo1       0.06443118 0.1447359  -0.1168127    0.2270977
#> exo2      -1.08192571 0.1515093  -1.2875236   -0.9094305
#> exo3      -0.59653216 0.1777642  -0.8268427   -0.3041339
#> 
#> $CAF$A$equation4
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2541329467 0.1328777  0.08879719   0.41189170
#> lag1_var2  0.1537855551 0.5436139 -0.63022975   0.91046313
#> lag1_var3 -0.1206540347 0.8027241 -1.11255104   1.04826381
#> lag1_var4  1.0368950763 0.8003649 -0.10764401   2.07873136
#> const     -0.6606546150 2.0995991 -3.50437524   2.11740144
#> exo1       0.0006231492 0.1079966 -0.14443085   0.10940054
#> exo2      -0.7191565728 0.1127935 -0.88308987  -0.57735863
#> exo3      -0.3153870246 0.1676794 -0.50350089  -0.03096116
#> 
#> 
#> 
#> $CAN
#> $CAN$Sigma
#> $CAN$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009651419 0.001565571 0.0001488343  0.003951607
#> 
#> $CAN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01148954 0.009144668 -0.02807995 -0.004835682
#> Sigma[2,2]  0.50132985 0.121881017  0.32043363  0.616933094
#> 
#> $CAN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007805594 0.003632102  0.003594968   0.01300145
#> Sigma[3,2] -0.407719724 0.106717997 -0.551750963  -0.25911085
#> Sigma[3,3]  0.429769872 0.135144894  0.276554976   0.65329132
#> 
#> $CAN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.000215274 0.003511462 -0.006227113  0.003055908
#> Sigma[4,2] -0.085251290 0.057126766 -0.163894597 -0.013983233
#> Sigma[4,3]  0.175537385 0.079220470  0.099449808  0.315591557
#> Sigma[4,4]  0.129510820 0.052136116  0.087668386  0.226285243
#> 
#> 
#> $CAN$A
#> $CAN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.988686858 0.02376257  0.95614795   1.02105331
#> lag1_var2 -0.113270662 0.09174865 -0.25971499  -0.03457015
#> lag1_var3 -0.174519876 0.14210568 -0.39987719  -0.05430181
#> lag1_var4  0.157670356 0.13495248  0.04470448   0.37568379
#> const      1.433481265 0.23609383  1.11313980   1.74375117
#> exo1       0.008146771 0.03713593 -0.02500835   0.07667161
#> exo2      -0.054950477 0.02103052 -0.07944237  -0.02434071
#> exo3       0.030771128 0.01398657  0.01459637   0.05156688
#> 
#> $CAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.2567491 0.6775528  -2.3543526   -0.3562657
#> lag1_var2  2.3240277 1.7800467  -0.2258544    4.8886982
#> lag1_var3  2.3314871 2.8187540  -1.6244202    6.4725650
#> lag1_var4 -1.8464582 2.6119465  -5.6506023    1.8294896
#> const      4.5971109 6.8712497  -2.4949691   16.1710265
#> exo1      -0.1657013 0.9459894  -1.5709772    1.0790503
#> exo2       3.2945628 0.8691660   2.0650482    4.4099200
#> exo3      -1.0390147 0.5571099  -1.9063179   -0.4264907
#> 
#> $CAN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.73464652 0.6673434  -0.1725656     1.664714
#> lag1_var2  0.06943064 1.9898093  -2.7160997     2.704342
#> lag1_var3  1.03020697 3.1450507  -3.4309717     5.181679
#> lag1_var4 -0.36373943 2.9274894  -4.2595898     3.742859
#> const      1.11594663 6.7640183  -8.7207007    10.605107
#> exo1       0.22241983 0.9255411  -1.0510088     1.514956
#> exo2      -3.55105683 0.7893727  -4.4084142    -2.319287
#> exo3       1.43805634 0.5761130   0.6880446     2.250003
#> 
#> $CAN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1059840 0.3343009  -0.5958329    0.2663560
#> lag1_var2  1.2028335 1.3076886  -0.4973753    3.0097433
#> lag1_var3  1.9803307 2.0606592  -0.7091607    4.8026213
#> lag1_var4 -0.9784718 1.9367063  -3.6358066    1.5444132
#> const      3.5359701 4.2632671  -1.2342288    9.9637814
#> exo1       0.1122349 0.3727613  -0.4995634    0.5852014
#> exo2      -1.5378770 0.3612427  -1.9167097   -1.0802145
#> exo3       0.8431184 0.3243100   0.3699132    1.2365367
#> 
#> 
#> 
#> $CHA
#> $CHA$Sigma
#> $CHA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006410601 0.0001238116 0.0004852394 0.0007900764
#> 
#> $CHA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008109311 0.002386978  -0.0116443 -0.005408071
#> Sigma[2,2]  0.212612997 0.054776333   0.1671834  0.300525410
#> 
#> $CHA$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00456124 0.002401625  0.002199541  0.008519379
#> Sigma[3,2] -0.14242124 0.049425231 -0.224921404 -0.099562565
#> Sigma[3,3]  0.15535542 0.044491022  0.110922254  0.222246336
#> 
#> $CHA$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0002918584 0.001560995 -0.002425219  0.002005741
#> Sigma[4,2] -0.0179129761 0.023288154 -0.054787099  0.006825771
#> Sigma[4,3]  0.0765014750 0.024761854  0.050723446  0.110324543
#> Sigma[4,4]  0.0709725852 0.018332260  0.049683879  0.100384108
#> 
#> 
#> $CHA$A
#> $CHA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.952071168 0.01818856  0.92924761  0.980719826
#> lag1_var2 -0.048720302 0.03401130 -0.08944532  0.002315208
#> lag1_var3 -0.078995321 0.06046990 -0.16179712  0.003546897
#> lag1_var4  0.073258827 0.05550888 -0.00330573  0.148740013
#> const      1.468503687 0.07949920  1.34963406  1.562732240
#> exo1       0.007990272 0.01405548 -0.01128886  0.025265428
#> exo2      -0.121261239 0.03906795 -0.18648544 -0.080528411
#> exo3       0.073898235 0.02679093  0.03876667  0.106234052
#> 
#> $CHA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.26502108 0.3367648  -0.6769243    0.2385747
#> lag1_var2  1.06783074 0.7903206   0.1129138    2.2586845
#> lag1_var3  0.35762036 1.2697379  -1.1544765    2.3547367
#> lag1_var4 -0.28488125 1.2224005  -2.1749669    1.1884240
#> const      2.73252309 2.8885623  -2.1211009    5.8385792
#> exo1      -0.25888998 0.3868687  -0.8435456    0.2173875
#> exo2       0.54632661 0.4855079   0.0213482    1.2716124
#> exo3       0.08118161 0.4332843  -0.5481966    0.6860966
#> 
#> $CHA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4316436 0.3399256  -0.9078559   0.01587824
#> lag1_var2  1.4853393 0.8354789   0.7070285   2.79072338
#> lag1_var3  3.4083998 1.3775295   2.0794155   5.54106676
#> lag1_var4 -2.2706735 1.3286815  -4.3753414  -1.00831599
#> const      1.3703450 2.9988763  -3.6990667   4.47785368
#> exo1       0.2148587 0.4685660  -0.4305654   0.90908931
#> exo2      -0.9014076 0.3877656  -1.4853127  -0.40879986
#> exo3       0.1834632 0.4413868  -0.4480298   0.74908836
#> 
#> $CHA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.62363654 0.2946433  -0.9863833   -0.1835554
#> lag1_var2  1.76850915 0.6396331   0.9961079    2.6838922
#> lag1_var3  3.03388568 1.0852941   1.7720847    4.6367661
#> lag1_var4 -1.82705986 1.0309246  -3.3312831   -0.6283956
#> const      2.26470597 2.7485854  -2.4980063    5.1872086
#> exo1       0.06376617 0.2814830  -0.3274146    0.4645395
#> exo2      -0.62400364 0.2460660  -0.9142394   -0.2617063
#> exo3       0.24582356 0.2618139  -0.0465352    0.6443904
#> 
#> 
#> 
#> $CHE
#> $CHE$Sigma
#> $CHE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002024173 5.529377e-05 0.0001207666 0.0002793674
#> 
#> $CHE$Sigma$equation2
#>                    mean           sd 5% quantile  95% quantile
#> Sigma[2,1] -0.002245641 0.0009379787 -0.00342686 -0.0008062192
#> Sigma[2,2]  0.164160193 0.0216201183  0.13231814  0.1941703885
#> 
#> $CHE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.000441413 0.001362248 -0.001086842  0.002560242
#> Sigma[3,2] -0.084140285 0.031834762 -0.112479681 -0.031441855
#> Sigma[3,3]  0.414950789 0.065243588  0.333218352  0.503806483
#> 
#> $CHE$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001118522 0.001361998 -0.002971557 0.0008623404
#> Sigma[4,2]  0.026678879 0.028485393 -0.011779039 0.0686893143
#> Sigma[4,3]  0.371671023 0.069289326  0.288200864 0.4778697555
#> Sigma[4,4]  0.403848233 0.073703581  0.330689079 0.5298894206
#> 
#> 
#> $CHE$A
#> $CHE$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.953640849 0.007756057  0.945083509   0.96680668
#> lag1_var2 -0.084924229 0.049605311 -0.156448058  -0.03277853
#> lag1_var3 -0.142742747 0.075073325 -0.246829868  -0.06225393
#> lag1_var4  0.140455889 0.072826974  0.062420589   0.24101330
#> const      1.383680691 0.149299323  1.205312036   1.58115484
#> exo1       0.008271588 0.009021722 -0.002335482   0.02165663
#> exo2      -0.037834654 0.011994198 -0.055774518  -0.02206175
#> exo3       0.032233277 0.009739120  0.019819498   0.04623225
#> 
#> $CHE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3404713 0.4915310  -0.3313087   0.95469940
#> lag1_var2 -0.7370431 1.2460810  -2.7479635   0.56323014
#> lag1_var3 -2.0694741 1.7989321  -4.9441656  -0.15857418
#> lag1_var4  2.0127850 1.6639889   0.3008727   4.71755258
#> const     -3.9881803 4.6640474 -11.5422645   1.66910745
#> exo1      -0.3187678 0.2310517  -0.6834519  -0.08102995
#> exo2       0.4429835 0.2262260   0.1395033   0.73179776
#> exo3       0.1070881 0.4001681  -0.5196451   0.55241456
#> 
#> $CHE$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.2728952 0.5410786 -0.579674021    0.7588383
#> lag1_var2  1.6865804 2.8222479 -0.973249688    6.2555238
#> lag1_var3  2.9361642 4.1456661 -1.035905200    9.4949511
#> lag1_var4 -2.1441352 4.0072397 -8.548341461    1.6896509
#> const      5.1273928 6.8124963 -2.489490338   16.0833175
#> exo1       0.7325273 0.4587126  0.004193366    1.1668685
#> exo2      -0.1576252 0.5562827 -0.856052142    0.6547562
#> exo3      -0.2909571 0.5906926 -1.213120950    0.3372125
#> 
#> $CHE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5108075 0.5458593  -0.3868022    1.1049881
#> lag1_var2  0.8041190 3.0619011  -2.1594330    5.7850644
#> lag1_var3  0.9550032 4.4300136  -3.3433281    8.0748691
#> lag1_var4 -0.1965900 4.3124861  -7.1635308    4.0551861
#> const      1.8668522 7.1368510  -4.9142245   13.5459146
#> exo1       0.5370791 0.4390545  -0.1934149    0.9568821
#> exo2       0.1526117 0.6202940  -0.6840337    0.9616526
#> exo3      -0.2286147 0.6172121  -1.0440578    0.5693272
#> 
#> 
#> 
#> $CHL
#> $CHL$Sigma
#> $CHL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004026682 0.0001320617 0.0002906403 0.0006184638
#> 
#> $CHL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01313503 0.004364487 -0.01951929 -0.007723282
#> Sigma[2,2]  1.05561418 0.233307290  0.82486332  1.387276077
#> 
#> $CHL$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01157607 0.004057276  0.006354319   0.01781195
#> Sigma[3,2] -0.87218502 0.154144366 -1.097898068  -0.68087754
#> Sigma[3,3]  0.96010352 0.142287055  0.756239753   1.14260571
#> 
#> $CHL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004355092 0.002335895  0.001531537   0.00786806
#> Sigma[4,2] -0.291007019 0.061921480 -0.382245921  -0.22064603
#> Sigma[4,3]  0.501598932 0.091858142  0.388608186   0.63221029
#> Sigma[4,4]  0.365442758 0.076567193  0.276965680   0.49038833
#> 
#> 
#> $CHL$A
#> $CHL$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9605771408 0.01621036  0.93808810   0.98108988
#> lag1_var2 -0.0522626913 0.03561911 -0.11062022  -0.01401513
#> lag1_var3 -0.0919752858 0.06307001 -0.19697168  -0.02729070
#> lag1_var4  0.0845486146 0.05718719  0.02713627   0.17973914
#> const      1.4828849650 0.28116093  1.14341987   1.92730782
#> exo1      -0.0007836606 0.01778244 -0.02940542   0.01771672
#> exo2      -0.0845232653 0.01561751 -0.10677687  -0.06593069
#> exo3       0.0884026186 0.02319617  0.05839845   0.11854701
#> 
#> $CHL$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.1774040  0.6477816  -0.87340747   0.82228078
#> lag1_var2  1.9483934  1.2416923   0.30959031   3.62550847
#> lag1_var3  2.1066703  2.1456759  -0.59897972   5.04424710
#> lag1_var4 -1.9611208  1.9620079  -4.65879666   0.52271685
#> const     -1.6772966 12.0338014 -17.76501351  14.16078588
#> exo1       0.5944985  0.6872005  -0.05431905   1.83391426
#> exo2       3.0252612  0.7948187   1.71928809   4.03251675
#> exo3      -1.4169434  1.0596977  -2.87877357   0.01844823
#> 
#> $CHL$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.94796726  0.7908085   0.8377493     2.894997
#> lag1_var2 -4.14439131  1.3973948  -6.0391121    -2.273941
#> lag1_var3 -6.37263038  2.4114774  -9.6703981    -3.126806
#> lag1_var4  6.61408057  2.1749357   3.6686652     9.525726
#> const     -6.92396488 11.3915506 -17.9947579    11.058997
#> exo1      -0.02152703  0.6417173  -0.8106135     1.002337
#> exo2      -7.69081509  0.7327004  -8.5330363    -6.585300
#> exo3       1.14043732  1.0581662  -0.5199053     2.347331
#> 
#> $CHL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  2.0316505 0.6003726   1.2922322    2.7911737
#> lag1_var2 -3.8323097 1.0256115  -5.2933360   -2.4692916
#> lag1_var3 -6.5581872 1.7936428  -9.1128064   -4.1453731
#> lag1_var4  6.8329948 1.6090809   4.6590203    9.1035125
#> const     -9.7067064 7.4993029 -19.1665164    0.6776468
#> exo1       0.3578051 0.5265910  -0.2876623    1.2481500
#> exo2      -6.4689466 0.4538387  -6.9905992   -5.8215126
#> exo3       0.3697078 0.6519744  -0.5301053    1.3176034
#> 
#> 
#> 
#> $CHN
#> $CHN$Sigma
#> $CHN$Sigma$equation1
#>                 mean         sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0160473 0.04857903 0.0002568268   0.08642981
#> 
#> $CHN$Sigma$equation2
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[2,1] 0.01474432 0.04943104 -0.002411875   0.08549895
#> Sigma[2,2] 0.04369906 0.05060879  0.017746664   0.12747750
#> 
#> $CHN$Sigma$equation3
#>                  mean        sd 5% quantile 95% quantile
#> Sigma[3,1] -0.0750639 0.2378934 -0.41742936  0.002479164
#> Sigma[3,2] -0.0999917 0.2406630 -0.44863349 -0.016294366
#> Sigma[3,3]  0.4447372 1.1539644  0.06327241  2.100055572
#> 
#> $CHN$Sigma$equation4
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[4,1] -0.06634315 0.2082454 -0.36730712  0.002011702
#> Sigma[4,2] -0.07061272 0.2111552 -0.37343448  0.004314555
#> Sigma[4,3]  0.38530971 1.0092293  0.04370151  1.833976003
#> Sigma[4,4]  0.34604361 0.8821026  0.04735032  1.612739935
#> 
#> 
#> $CHN$A
#> $CHN$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9303530835 0.07246239  0.80228632   0.97670829
#> lag1_var2  0.1165840880 0.37817362 -0.12403636   0.78609147
#> lag1_var3  0.0727579573 0.35597434 -0.19108784   0.71456966
#> lag1_var4 -0.0661804326 0.33091637 -0.66357981   0.18655531
#> const      1.3858474088 0.57850437  0.45082448   2.08476461
#> exo1      -0.0059497580 0.03195369 -0.05667683   0.02694217
#> exo2      -0.0006833986 0.07645727 -0.04204793   0.12829103
#> exo3       0.0620741642 0.17341152 -0.01332819   0.32302698
#> 
#> $CHN$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.13668378 0.09430761  0.01691548  0.262646509
#> lag1_var2 -0.09798243 0.61420116 -0.93155469  0.707823280
#> lag1_var3 -1.29395384 0.81115823 -2.39772244 -0.288144741
#> lag1_var4  1.26672276 0.79857356  0.27170661  2.360144159
#> const     -1.27621189 2.33877440 -4.63977500  1.610664443
#> exo1       0.08343447 0.09283279 -0.03941365  0.194855621
#> exo2       0.34988095 0.19064717  0.03713099  0.521496534
#> exo3      -0.25553307 0.17606235 -0.45559671  0.007236159
#> 
#> $CHN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1582971 0.3714550  -0.4745031    0.4887842
#> lag1_var2  0.7954283 2.1469298  -2.8106707    3.2184813
#> lag1_var3  1.9065269 2.3941243  -1.8757392    5.0525886
#> lag1_var4 -0.8987022 2.2975185  -3.9700041    2.6826127
#> const      3.0238250 2.7917287  -0.8131558    6.5015413
#> exo1       0.0285591 0.3996373  -0.4880734    0.5860398
#> exo2      -1.3708632 0.3952028  -2.0500928   -0.9996370
#> exo3       1.4998844 0.7741381   0.3055757    2.1175708
#> 
#> $CHN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07884945 0.3386922  -0.3651046    0.5030364
#> lag1_var2  0.30016288 1.9461513  -2.9756379    2.2674865
#> lag1_var3  0.36162985 2.1170353  -3.0553324    2.8630328
#> lag1_var4  0.64140707 2.0215889  -1.7881466    3.8704342
#> const      1.50136274 2.6052080  -1.8365237    5.2578946
#> exo1       0.09547750 0.4208965  -0.4275445    0.7209634
#> exo2      -1.19809526 0.3920059  -1.9153787   -0.9072242
#> exo3       1.39434988 0.7049872   0.3293098    1.9532258
#> 
#> 
#> 
#> $CIV
#> $CIV$Sigma
#> $CIV$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00117199 0.0005142931 0.0008191678  0.002053739
#> 
#> $CIV$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01137769 0.00415965 -0.01837332 -0.007459904
#> Sigma[2,2]  0.39467959 0.10459856  0.28348820  0.562400227
#> 
#> $CIV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006900928 0.003059784  0.004149179   0.01173326
#> Sigma[3,2] -0.247142148 0.076943751 -0.367351357  -0.17035874
#> Sigma[3,3]  0.231513916 0.049027358  0.172685625   0.30209876
#> 
#> $CIV$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0006733101 0.001103137 -0.002088126 0.0008125146
#> Sigma[4,2]  0.0174462926 0.020991336 -0.007431275 0.0484582615
#> Sigma[4,3]  0.0679253220 0.024849056  0.042992564 0.1078244904
#> Sigma[4,4]  0.0818165449 0.027628968  0.048328774 0.1212054730
#> 
#> 
#> $CIV$A
#> $CIV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97648910 0.02462811  0.94021855  1.010564956
#> lag1_var2 -0.30032950 0.13165292 -0.46198846 -0.109401031
#> lag1_var3 -0.43349952 0.19993352 -0.68343100 -0.143410548
#> lag1_var4  0.43108908 0.19165356  0.14721863  0.664871599
#> const      0.83242190 0.35402968  0.41166946  1.312188286
#> exo1       0.03016169 0.03293962 -0.01043727  0.076606729
#> exo2      -0.05965299 0.04750134 -0.12699276  0.002845845
#> exo3       0.03707902 0.05711360 -0.02731855  0.111908019
#> 
#> $CIV$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.14075940 0.4045122  -0.6987456    0.4630065
#> lag1_var2  2.70600196 1.4856579   0.9832487    4.7444583
#> lag1_var3  2.71473683 2.2177004   0.1428456    5.7911486
#> lag1_var4 -2.70402520 2.1286232  -5.6649240   -0.2734893
#> const      2.96926648 2.8445422  -0.7818553    6.7171918
#> exo1      -0.05747460 0.5441616  -0.5931139    0.8105310
#> exo2       0.22959803 0.7687613  -0.9467687    0.9149037
#> exo3      -0.06049036 0.7427596  -1.0446656    1.0877180
#> 
#> $CIV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3283986 0.3116406  -0.1507519   0.72413628
#> lag1_var2 -1.1849987 0.8637195  -2.4376682   0.03146022
#> lag1_var3 -1.0184376 1.2764070  -2.8687565   0.77440767
#> lag1_var4  1.9440740 1.2373769   0.1875167   3.73956615
#> const     -3.6649280 5.2066383 -12.1397829   1.85045874
#> exo1       0.1460453 0.3809477  -0.4466983   0.54029630
#> exo2       0.0634655 0.5219403  -0.4227826   0.81641733
#> exo3       0.9980871 0.4913192   0.2563191   1.61161194
#> 
#> $CIV$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.2463557 0.3185505  -0.14585270    0.6845577
#> lag1_var2  0.1632521 0.5926730  -0.65145629    0.8313730
#> lag1_var3  0.1020760 0.8964802  -1.07814394    1.1134220
#> lag1_var4  0.8388036 0.8733898  -0.16385124    1.9939462
#> const     -2.5315529 4.9537574 -10.40142948    2.4042769
#> exo1       0.1141832 0.2380575  -0.26688892    0.3967964
#> exo2       0.2211951 0.2687655  -0.05185676    0.6953992
#> exo3       0.9870780 0.2508265   0.69011984    1.4082129
#> 
#> 
#> 
#> $CMR
#> $CMR$Sigma
#> $CMR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005684176 0.0001019023 0.0004431879 0.0007146438
#> 
#> $CMR$Sigma$equation2
#>                   mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.00262651 0.001489387 -0.004645908 -0.0005412082
#> Sigma[2,2]  0.07794780 0.015015483  0.065019478  0.1037964876
#> 
#> $CMR$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003621442 0.002105749  0.0007134081  0.006280767
#> Sigma[3,2] -0.149208495 0.019180489 -0.1777108590 -0.127079489
#> Sigma[3,3]  0.369135734 0.038242631  0.3099633625  0.409119613
#> 
#> $CMR$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.00151531 0.001208620  4.577671e-05  0.003141061
#> Sigma[4,2] -0.08952690 0.008903193 -1.016390e-01 -0.077005257
#> Sigma[4,3]  0.25862710 0.032776176  2.052129e-01  0.292591707
#> Sigma[4,4]  0.19404420 0.030005677  1.469797e-01  0.224953274
#> 
#> 
#> $CMR$A
#> $CMR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.945507434 0.02255021  0.91398483   0.97711088
#> lag1_var2 -0.015251446 0.09842461 -0.13706404   0.12648814
#> lag1_var3 -0.004994333 0.12473559 -0.16070406   0.17419618
#> lag1_var4  0.004095800 0.12003776 -0.16848222   0.15305553
#> const      1.465718552 0.29331372  1.00017501   1.77601913
#> exo1      -0.017596855 0.01148346 -0.03292301  -0.00365591
#> exo2      -0.029212259 0.03235586 -0.06613053   0.02010600
#> exo3       0.005716469 0.01677910 -0.01744258   0.03063855
#> 
#> $CMR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.14601062 0.1870447 -0.03422968   0.45151083
#> lag1_var2  0.22882501 0.7074261 -0.90353815   1.06117970
#> lag1_var3 -0.95987205 0.8604807 -2.33935751   0.06042959
#> lag1_var4  0.90735545 0.8380086 -0.08018419   2.25335958
#> const      0.45459409 3.2849224 -5.05070578   3.21882338
#> exo1       0.62280802 0.2599635  0.22396538   0.91370408
#> exo2       0.32002939 0.2116077  0.02184116   0.60998382
#> exo3       0.01737531 0.2047143 -0.22365653   0.30279251
#> 
#> $CMR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01856459 0.3156263  -0.4604380    0.4294137
#> lag1_var2  0.16717933 1.4132048  -1.8569222    2.1997367
#> lag1_var3  0.96020549 1.6840665  -1.4173781    3.4283459
#> lag1_var4  0.03653639 1.6456205  -2.3741921    2.3660304
#> const     -1.55300971 5.3867171  -8.3202486    5.0312761
#> exo1      -1.17441289 0.6618402  -1.9874052   -0.1439282
#> exo2      -1.05527174 0.4927791  -1.8861134   -0.5286183
#> exo3       0.01155820 0.4084476  -0.6169782    0.4517007
#> 
#> $CMR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.12268167 0.2269823 -0.12445719   0.47406468
#> lag1_var2 -0.13804469 1.1434067 -2.01711118   1.03556256
#> lag1_var3 -0.43816674 1.3751600 -2.68191650   0.98189521
#> lag1_var4  1.40367603 1.3392236  0.01504394   3.59206727
#> const     -1.85052452 3.7994933 -7.65767912   2.60187370
#> exo1      -0.68001220 0.4783950 -1.27458836   0.05382191
#> exo2      -0.86997033 0.3880951 -1.49071028  -0.38705529
#> exo3      -0.01168561 0.3221698 -0.49674197   0.37273960
#> 
#> 
#> 
#> $COD
#> $COD$Sigma
#> $COD$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002288321 0.0007031689 0.001604762  0.003422297
#> 
#> $COD$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0003508988 0.001061878 -0.001070259  0.001842502
#> Sigma[2,2] 0.0246618986 0.008410158  0.017322090  0.038822647
#> 
#> $COD$Sigma$equation3
#>                   mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.00732088 0.004401823 -0.01320141 -0.0009429371
#> Sigma[3,2] -0.06919448 0.023658400 -0.10842087 -0.0492807155
#> Sigma[3,3]  0.23164786 0.075004496  0.16813661  0.3530324774
#> 
#> $COD$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.00739070 0.003977283 -0.01284606 -0.001676526
#> Sigma[4,2] -0.05468554 0.018796083 -0.08549769 -0.038690692
#> Sigma[4,3]  0.19193257 0.061651821  0.13976128  0.290646165
#> Sigma[4,4]  0.16082220 0.051146571  0.11707332  0.243334745
#> 
#> 
#> $COD$A
#> $COD$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.91474230 0.03616915  0.871168810  0.960249274
#> lag1_var2  0.35751699 0.25768462  0.026954510  0.690852871
#> lag1_var3  0.56410854 0.39440292  0.076114383  1.094079202
#> lag1_var4 -0.56558970 0.38461992 -1.084096504 -0.088702792
#> const      2.28619393 0.66151872  1.189030218  3.002334014
#> exo1       0.04785554 0.03547075 -0.007635861  0.096333083
#> exo2      -0.06300972 0.04506170 -0.114154760  0.001316877
#> exo3      -0.09334723 0.06353081 -0.194989192 -0.027528324
#> 
#> $COD$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.35126942 0.1768418  0.13213285    0.6301405
#> lag1_var2 -0.38703750 1.0199608 -2.02231785    0.7687805
#> lag1_var3 -1.48689381 1.6720391 -4.03277352    0.6046646
#> lag1_var4  1.40204092 1.6455896 -0.66937921    3.8982344
#> const     -1.13416119 3.0997034 -5.45238469    2.7244572
#> exo1       0.08584301 0.1682784 -0.07358786    0.3677437
#> exo2       0.68772190 0.1904598  0.40657501    0.9268673
#> exo3       0.12560604 0.1309590 -0.06665709    0.2983843
#> 
#> $COD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6256539 0.4881785  -1.4341399  -0.13708328
#> lag1_var2  2.3501760 2.8828961  -0.4232261   7.05628442
#> lag1_var3  3.8308369 4.6469728  -1.5297998  11.15643528
#> lag1_var4 -2.6990269 4.5761916  -9.8861195   2.64768180
#> const      4.0728831 8.7525615  -7.7150669  15.03686033
#> exo1      -0.5389837 0.5262454  -1.3602407   0.05597836
#> exo2      -0.8537234 0.5199543  -1.5232230  -0.05846517
#> exo3       0.3578143 0.5351820  -0.3678678   1.07261255
#> 
#> $COD$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4091311 0.3931089  -1.0583854 -0.007729242
#> lag1_var2  1.7218023 2.3594674  -0.8334904  5.462619841
#> lag1_var3  2.2720338 3.7772644  -1.9893660  8.098580126
#> lag1_var4 -1.1815883 3.7186770  -6.8993417  3.056583076
#> const      2.6808490 7.0827299  -6.9247663 11.564591662
#> exo1      -0.4886103 0.4327996  -1.1457451  0.025959033
#> exo2      -0.4469251 0.4124684  -0.9734926  0.189580392
#> exo3       0.4473736 0.4733128  -0.1853395  1.083609557
#> 
#> 
#> 
#> $COG
#> $COG$Sigma
#> $COG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003090886 0.0007800957 0.002011371  0.004118346
#> 
#> $COG$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01284430 0.003550227 -0.01788604 -0.007985751
#> Sigma[2,2]  0.09787959 0.022823941  0.07125901  0.133955235
#> 
#> $COG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006560394 0.002634526  0.003209097   0.01011733
#> Sigma[3,2] -0.083245939 0.021436718 -0.118096010  -0.05865201
#> Sigma[3,3]  0.104798192 0.026291902  0.070287811   0.14236589
#> 
#> $COG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002789088 0.003275489 -0.006809954  0.001225672
#> Sigma[4,2] -0.020772539 0.017420004 -0.037602190  0.003579390
#> Sigma[4,3]  0.060411342 0.016739365  0.034975044  0.077606024
#> Sigma[4,4]  0.058249305 0.010939402  0.045832409  0.074207399
#> 
#> 
#> $COG$A
#> $COG$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.947022175 0.03462643  0.91722055  1.008431872
#> lag1_var2  0.001551026 0.14538800 -0.21047061  0.184596291
#> lag1_var3 -0.052222057 0.26143407 -0.42031917  0.291211587
#> lag1_var4  0.035897755 0.24439933 -0.28492346  0.383688108
#> const      1.604450888 0.57317299  0.76022397  2.319537234
#> exo1       0.046012440 0.06196368 -0.01153732  0.149771765
#> exo2      -0.105445735 0.06383714 -0.20016154 -0.016066461
#> exo3      -0.077878563 0.05996663 -0.15693266  0.008721183
#> 
#> $COG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.43276298 0.2469387   0.1246672    0.7033298
#> lag1_var2 -0.31404697 0.8834894  -1.6320400    0.5790234
#> lag1_var3 -0.83211367 1.5517151  -3.1773250    0.6795868
#> lag1_var4  0.93410190 1.4466773  -0.4794737    3.1383354
#> const     -1.93375115 2.6930861  -5.2169480    1.5695075
#> exo1       0.03678839 0.3862825  -0.5163389    0.5294008
#> exo2       2.09261716 0.2856241   1.6731193    2.3975756
#> exo3       2.09047816 0.3426970   1.6835729    2.5725580
#> 
#> $COG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4771075 0.2549456  -0.7353292   -0.1745680
#> lag1_var2  2.5796441 0.7746187   1.6573925    3.6711291
#> lag1_var3  3.8524385 1.2354134   2.4359030    5.6241205
#> lag1_var4 -2.9433368 1.1492604  -4.5858258   -1.6473838
#> const      4.3782636 3.6341324  -0.5612451    8.9578161
#> exo1      -0.1787578 0.4004741  -0.7166385    0.3903199
#> exo2      -3.8645725 0.2766768  -4.2064103   -3.4734332
#> exo3      -2.8191556 0.4040734  -3.3818366   -2.3683723
#> 
#> $COG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2389635 0.2007546  -0.5202665   0.01641152
#> lag1_var2  2.2333439 0.4371357   1.6640676   2.83586716
#> lag1_var3  3.0366465 0.7194541   2.1599806   4.11170019
#> lag1_var4 -2.0441450 0.6643864  -3.0329137  -1.23448418
#> const      2.6590979 3.1748458  -1.7241015   7.11362218
#> exo1      -0.1987656 0.2703039  -0.5206877   0.23268128
#> exo2      -3.1325253 0.2399732  -3.4988931  -2.86161310
#> exo3      -1.7906564 0.2495442  -2.1505615  -1.53661689
#> 
#> 
#> 
#> $COL
#> $COL$Sigma
#> $COL$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001483072 0.002747582 0.0004330099  0.005516181
#> 
#> $COL$Sigma$equation2
#>                   mean         sd 5% quantile  95% quantile
#> Sigma[2,1] -0.01802964 0.01160619 -0.02901434 -0.0002216861
#> Sigma[2,2]  2.47176342 0.58873507  1.52662233  3.0554887519
#> 
#> $COL$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.005988025 0.01387531 -0.01543747   0.01798083
#> Sigma[3,2] -1.577542425 0.42723032 -2.16163746  -1.00278945
#> Sigma[3,3]  1.419663474 0.39392765  1.00868775   2.03210870
#> 
#> $COL$Sigma$equation4
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[4,1] -0.006799442 0.008442312 -0.02096583 -0.0003983549
#> Sigma[4,2]  0.093478577 0.221706902 -0.15888807  0.4075954616
#> Sigma[4,3]  0.402408628 0.197981420  0.19141996  0.7168546698
#> Sigma[4,4]  0.521314159 0.151954161  0.33790993  0.7160006633
#> 
#> 
#> $COL$A
#> $COL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.980021753 0.03378507  0.94713924   1.03825392
#> lag1_var2 -0.035494221 0.10168843 -0.21272785   0.05473803
#> lag1_var3 -0.047712586 0.14734088 -0.30451838   0.08470478
#> lag1_var4  0.038595112 0.13530191 -0.08300809   0.27400359
#> const      1.200526160 0.30633909  0.78055859   1.57269731
#> exo1      -0.008875445 0.02338269 -0.03852256   0.02058445
#> exo2      -0.098592552 0.03319289 -0.14509804  -0.05112387
#> exo3       0.080968597 0.05094941  0.02709960   0.15712296
#> 
#> $COL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8667167  1.063303   -2.346303     0.448581
#> lag1_var2 -0.2933850  3.734202   -5.250159     4.168988
#> lag1_var3 -1.5143475  5.578911   -8.933142     5.006660
#> lag1_var4  1.6645136  5.186075   -4.594993     8.369430
#> const     15.7363920 21.384073   -8.170973    44.921068
#> exo1       0.6235054  1.355193   -1.378189     2.160306
#> exo2       6.1611394  1.351560    4.364777     7.906899
#> exo3       0.7674480  2.031794   -1.991023     3.389510
#> 
#> $COL$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.06849999  0.8292111  -1.2068170     1.173107
#> lag1_var2  2.66357495  2.6541030  -0.7364113     6.130159
#> lag1_var3  4.69626383  3.9416797  -0.3041383     9.891112
#> lag1_var4 -3.60935531  3.6703798  -8.3163565     1.175554
#> const     -6.33580129 16.6243457 -34.0764637    12.862707
#> exo1      -0.01142569  1.0408349  -0.9584635     1.755792
#> exo2      -4.58404738  0.9330795  -5.4740231    -2.972027
#> exo3      -0.40922786  1.5104589  -2.5798641     1.414177
#> 
#> $COL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7376039 0.3815821 -1.18900661   -0.2590050
#> lag1_var2  2.1820737 1.0060262  1.03522703    3.5678559
#> lag1_var3  3.2546232 1.4857557  1.53685932    5.2931272
#> lag1_var4 -2.0252426 1.4206692 -4.01944951   -0.4209799
#> const      3.6774134 8.8521986 -7.53141396   17.1971925
#> exo1       0.4300098 0.4371917 -0.05138294    1.1221962
#> exo2      -0.7432054 0.4926100 -1.47070893   -0.1259852
#> exo3       0.1421225 0.7188144 -0.78943274    1.1937705
#> 
#> 
#> 
#> $COM
#> $COM$Sigma
#> $COM$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001491557 0.002135622 0.0005672168  0.004835747
#> 
#> $COM$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002224685 0.002780858 -0.006722656 -0.0007851507
#> Sigma[2,2]  0.011991731 0.004249432  0.007726195  0.0185651880
#> 
#> $COM$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.009856108 0.01999271 -0.00106018 0.0427396038
#> Sigma[3,2] -0.019710727 0.02703816 -0.06238981 0.0008992836
#> Sigma[3,3]  0.295348766 0.16882987  0.18192503 0.5896826502
#> 
#> $COM$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.009270424 0.01960234 -0.001437658  0.041519004
#> Sigma[4,2] -0.014669077 0.02658569 -0.056946676  0.006087792
#> Sigma[4,3]  0.299805650 0.16388090  0.188540736  0.586746028
#> Sigma[4,4]  0.307065787 0.15905196  0.195282609  0.586674517
#> 
#> 
#> $COM$A
#> $COM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95141036 0.03542744  0.89360641   0.98313106
#> lag1_var2 -0.05015385 0.09655365 -0.17142467   0.08323068
#> lag1_var3 -0.12460934 0.18936119 -0.35159794   0.14761767
#> lag1_var4  0.12116630 0.17924546 -0.13644016   0.33646144
#> const      1.15204445 0.43371775  0.57354409   1.67871684
#> exo1      -0.01408198 0.05249059 -0.10322016   0.03548959
#> exo2      -0.02218331 0.03374854 -0.05935555   0.03188778
#> exo3      -0.01250782 0.03689154 -0.07299266   0.02791513
#> 
#> $COM$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.049739678 0.07851199 -0.04299655    0.1739953
#> lag1_var2  0.758877143 0.25417433  0.40638885    1.0673540
#> lag1_var3  0.379825899 0.53921034 -0.33823794    1.0574099
#> lag1_var4 -0.391602672 0.51454622 -1.04073827    0.2917671
#> const      1.233661536 1.14676635 -0.48210593    2.8757876
#> exo1      -0.001376052 0.11628580 -0.19809384    0.1210586
#> exo2       0.600862347 0.14515611  0.40998661    0.8096783
#> exo3       0.254007811 0.06688974  0.15302645    0.3337418
#> 
#> $COM$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5422718 0.3525080   0.03945536    0.9028270
#> lag1_var2 -1.6443759 0.9962702  -3.23554008   -0.7556053
#> lag1_var3 -2.2094499 2.2963257  -5.95741690    0.2873383
#> lag1_var4  3.0775828 2.1998457   0.66332852    6.6607358
#> const     -3.8031808 6.4435751 -13.54990988    3.8113001
#> exo1      -0.2018523 0.5280861  -1.01754155    0.4386034
#> exo2       0.1312245 0.6027715  -0.85248762    0.7465806
#> exo3       0.4903406 0.5307855  -0.18479399    1.2665771
#> 
#> $COM$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5972375 0.3696075   0.04703064    0.9991269
#> lag1_var2 -1.6844154 0.9896668  -3.23997602   -0.8391023
#> lag1_var3 -2.8205652 2.2777780  -6.44300882   -0.3622424
#> lag1_var4  3.6894271 2.1832135   1.31013750    7.1522079
#> const     -4.0431073 6.8439793 -14.34391682    4.3377865
#> exo1      -0.2110239 0.5243211  -1.04820595    0.4062062
#> exo2       0.4722576 0.6045800  -0.53265630    1.0446907
#> exo3       0.6577536 0.5768307  -0.07118440    1.4976627
#> 
#> 
#> 
#> $CPV
#> $CPV$Sigma
#> $CPV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001360744 0.0003617338 0.000917682  0.001975593
#> 
#> $CPV$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.001419665 0.001963553 -0.00413208  0.001055804
#> Sigma[2,2]  0.346287526 0.045467240  0.28944283  0.417943471
#> 
#> $CPV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001204964 0.004468092 -0.004608899  0.007577479
#> Sigma[3,2] -0.501101684 0.108989060 -0.684396917 -0.382566661
#> Sigma[3,3]  1.007079488 0.302882223  0.740430417  1.526929943
#> 
#> $CPV$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0006376203 0.003995482 -0.004650549  0.006080382
#> Sigma[4,2] -0.3447979916 0.096271816 -0.505575633 -0.244654957
#> Sigma[4,3]  0.8197171405 0.273577374  0.594230615  1.288776426
#> Sigma[4,4]  0.7083931593 0.248368540  0.515880142  1.134593675
#> 
#> 
#> $CPV$A
#> $CPV$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.947357466 0.02281830  0.91183304   0.97272594
#> lag1_var2 -0.001986337 0.04745149 -0.07088436   0.05997546
#> lag1_var3 -0.025466155 0.09228880 -0.15786790   0.09790885
#> lag1_var4  0.015707356 0.08666338 -0.10015569   0.13948365
#> const      1.570359835 0.33641853  1.12143805   2.05554932
#> exo1      -0.005395254 0.02854120 -0.03794402   0.03490742
#> exo2      -0.252950853 0.02829978 -0.28491183  -0.20860816
#> exo3      -0.029904947 0.04644994 -0.08476125   0.04404120
#> 
#> $CPV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7872557 0.1475853 -0.98737344   -0.5904084
#> lag1_var2  2.2434606 0.9746387  0.76255417    3.4419581
#> lag1_var3  3.6561496 1.7057874  1.04695343    5.6793677
#> lag1_var4 -3.3056555 1.5251216 -5.13261988   -0.9714245
#> const      7.0941807 8.7121543 -4.38427713   19.6117298
#> exo1       0.5393522 0.4784773 -0.05950569    1.2550905
#> exo2       2.2330070 0.4935092  1.50686626    2.7941323
#> exo3       0.5215281 0.5294970 -0.29200170    1.0882860
#> 
#> $CPV$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.00619684  0.4294619  -0.6986087   0.50482120
#> lag1_var2  1.58606576  1.3745311   0.2188432   3.87581204
#> lag1_var3  2.80736032  2.4551078   0.2346551   6.92182278
#> lag1_var4 -1.91729714  2.2057904  -5.5942747   0.37496764
#> const     -0.48165722 15.6431002 -23.6696285  18.89367061
#> exo1      -0.83257563  0.7474908  -1.9519452  -0.05516304
#> exo2      -4.06950783  1.1938014  -5.6214221  -2.24216309
#> exo3      -1.66909119  1.0055121  -3.0407654  -0.29107881
#> 
#> $CPV$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.5195743  0.4836225   -1.327639   0.05214277
#> lag1_var2  2.7452028  1.1455107    1.380944   4.62128247
#> lag1_var3  4.6792787  2.0987385    2.122595   8.12420142
#> lag1_var4 -3.5537390  1.9028452   -6.636046  -1.19089665
#> const      3.1852965 13.1473331  -15.325271  21.05599094
#> exo1      -0.6117635  0.5877045   -1.442388  -0.10580602
#> exo2      -3.2782560  1.1040734   -4.730063  -1.61251233
#> exo3      -1.5485126  0.9337042   -2.818685  -0.39095334
#> 
#> 
#> 
#> $CRI
#> $CRI$Sigma
#> $CRI$Sigma$equation1
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00033574 5.91579e-05 0.0002533758 0.0004128061
#> 
#> $CRI$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007929202 0.002878651 -0.01120438 -0.003539538
#> Sigma[2,2]  0.993811386 0.296031956  0.66220822  1.432043752
#> 
#> $CRI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006632197 0.003244951  0.001954107   0.01085596
#> Sigma[3,2] -0.068171396 0.154067174 -0.270295125   0.12362430
#> Sigma[3,3]  1.562551722 0.282038154  1.168090730   1.94067448
#> 
#> $CRI$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.001997971 0.003952374 -0.004520199  0.006643588
#> Sigma[4,2] 0.589089304 0.229098808  0.277443261  0.921126869
#> Sigma[4,3] 1.650272130 0.332471152  1.228804539  2.084695560
#> Sigma[4,4] 2.185310524 0.416903602  1.632632239  2.702404294
#> 
#> 
#> $CRI$A
#> $CRI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96693649 0.01415553  0.94832456  0.985890739
#> lag1_var2 -0.04366907 0.03909687 -0.09277509  0.003446317
#> lag1_var3 -0.08013348 0.06065289 -0.15663554 -0.005479252
#> lag1_var4  0.07275691 0.05724661  0.00208686  0.145022613
#> const      1.25676036 0.14916052  1.06971927  1.491038907
#> exo1       0.02618476 0.01410016  0.01053891  0.046413738
#> exo2      -0.07079548 0.02395530 -0.10680634 -0.043354086
#> exo3       0.01680881 0.02397305 -0.01802870  0.044015313
#> 
#> $CRI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.3399534 0.6638514   0.4129224    2.2564319
#> lag1_var2  -1.9613105 2.2507536  -5.0292657    1.2525231
#> lag1_var3  -4.0661720 3.6101583  -8.9988776    1.1054896
#> lag1_var4   3.9011171 3.3796873  -0.9002756    8.5512847
#> const     -19.2089237 9.1424780 -29.6669135   -5.5741379
#> exo1       -0.6601668 1.0863354  -2.3664656    0.5762517
#> exo2        5.3391634 0.9851210   4.1800869    6.7533172
#> exo3        2.5135083 1.0104676   1.2008813    3.8776581
#> 
#> $CRI$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.77316476  0.6732311   -1.819662  -0.01476245
#> lag1_var2  4.20074123  2.0898828    1.176807   6.40884281
#> lag1_var3  7.35898033  3.4430612    2.383834  10.88927607
#> lag1_var4 -6.17503815  3.2238671   -9.374107  -1.52747508
#> const      5.33195343 11.3579985  -11.688910  17.95321805
#> exo1       0.05061909  1.3648755   -1.940335   1.83175333
#> exo2      -5.06234192  1.4513935   -7.337100  -3.13864226
#> exo3      -0.43477856  1.3656576   -2.054336   1.60002545
#> 
#> $CRI$A$equation4
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.02065924  0.9808503  -1.41093524    1.2203900
#> lag1_var2  2.84394738  2.7817057  -0.16656084    7.0259167
#> lag1_var3  4.60465338  4.5085385  -0.35590197   11.3493236
#> lag1_var4 -3.48888486  4.2296717  -9.73112788    1.1944085
#> const     -7.83635527 12.3355359 -28.29177779    4.8048809
#> exo1      -0.35583490  1.8141938  -3.08992496    1.7741408
#> exo2      -2.03839023  1.4351501  -3.89175906   -0.2597457
#> exo3       1.22670216  1.4175977  -0.09454169    3.4290528
#> 
#> 
#> 
#> $CUB
#> $CUB$Sigma
#> $CUB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001857671 0.0004540311 0.001357332  0.002490453
#> 
#> $CUB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007978858 0.007228468 -0.01940761 -0.002502469
#> Sigma[2,2]  0.228236115 0.113194719  0.15554666  0.407758817
#> 
#> $CUB$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0103754 0.006475745  0.00456396   0.02114663
#> Sigma[3,2] -0.1597174 0.100317518 -0.32507042  -0.07159078
#> Sigma[3,3]  0.2333139 0.090181418  0.12606980   0.37599892
#> 
#> $CUB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006530686 0.003884869  0.001609564   0.01160175
#> Sigma[4,2] -0.039188607 0.052447686 -0.122062447   0.02614360
#> Sigma[4,3]  0.152881148 0.056406837  0.083830762   0.22786725
#> Sigma[4,4]  0.136430909 0.045429055  0.090229780   0.20443142
#> 
#> 
#> $CUB$A
#> $CUB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.87651078 0.02983720  0.82370715   0.90414124
#> lag1_var2 -0.05389852 0.11691923 -0.21040083   0.09747000
#> lag1_var3 -0.07904829 0.22236233 -0.37807946   0.21126702
#> lag1_var4  0.09745969 0.21287462 -0.17690923   0.39229194
#> const      2.13642180 0.59232968  1.37547128   2.94451841
#> exo1       0.00340229 0.05205174 -0.08557656   0.05495634
#> exo2      -0.16343480 0.05977120 -0.22704682  -0.07432094
#> exo3       0.04732889 0.05116510 -0.02170768   0.12089069
#> 
#> $CUB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.17911401 0.4580700  -0.5020525    0.6870239
#> lag1_var2  2.06510172 1.3722715   0.1733828    3.5628982
#> lag1_var3  2.15141280 2.6755062  -1.5257093    5.0938411
#> lag1_var4 -2.17082551 2.6305725  -5.1300519    1.4202219
#> const     -3.27742488 6.9320186  -9.5543510    7.9198829
#> exo1      -0.08630422 0.5205722  -0.7310842    0.6262357
#> exo2       0.58185533 0.4816749  -0.0454023    1.2173302
#> exo3      -0.25122255 0.6839482  -1.0331484    0.7828632
#> 
#> $CUB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07329574 0.3600502  -0.3916747    0.5906685
#> lag1_var2 -1.16547643 1.3675505  -2.8891416    0.8162068
#> lag1_var3 -1.33002067 2.6395472  -4.6409390    2.5152651
#> lag1_var4  2.21599145 2.5567392  -1.5079459    5.3868386
#> const      4.26166534 6.3045402  -3.8371756   13.9336282
#> exo1       0.07691294 0.4165346  -0.3366682    0.6588482
#> exo2      -2.77335670 0.4695353  -3.3065889   -2.1074983
#> exo3       0.19050748 0.4468481  -0.4544279    0.7569423
#> 
#> $CUB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.16542868 0.2497428  -0.1555412    0.4907452
#> lag1_var2 -0.43449771 1.1242340  -1.6521428    1.1548586
#> lag1_var3 -0.87943639 2.1744837  -3.2309203    2.2191647
#> lag1_var4  1.76490112 2.1048889  -1.2392561    4.0532457
#> const      2.06761759 4.7351606  -2.8134889    9.9942899
#> exo1       0.02733639 0.3026102  -0.4153014    0.4226538
#> exo2      -2.52536018 0.2819821  -2.9296775   -2.1393056
#> exo3       0.07622526 0.3499505  -0.1631884    0.7022953
#> 
#> 
#> 
#> $CYP
#> $CYP$Sigma
#> $CYP$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001876667 0.002915021 0.0007140137  0.006103115
#> 
#> $CYP$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03031215 0.008563684 -0.03844559   -0.0155089
#> Sigma[2,2]  1.99263670 0.382019378  1.48262189    2.5125187
#> 
#> $CYP$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02430598 0.007771882  0.01486726   0.03539817
#> Sigma[3,2] -1.31737944 0.228689729 -1.62617733  -1.00009971
#> Sigma[3,3]  1.09278076 0.183614878  0.80612380   1.28780014
#> 
#> $CYP$Sigma$equation4
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.005133341 0.01049891 -0.0007669192   0.02141817
#> Sigma[4,2] -0.053481542 0.08944456 -0.1690009131   0.07408317
#> Sigma[4,3]  0.272059349 0.09304576  0.1283204311   0.37388816
#> Sigma[4,4]  0.254557136 0.05668942  0.1860228554   0.33788011
#> 
#> 
#> $CYP$A
#> $CYP$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.946639019 0.09400439  0.85233637   1.08808279
#> lag1_var2 -0.114400376 0.24860424 -0.50450290   0.08088727
#> lag1_var3 -0.176435689 0.38746470 -0.78340130   0.12606440
#> lag1_var4  0.172700076 0.35850718 -0.10263400   0.73512371
#> const      1.541390435 0.50253960  0.81932692   2.21157615
#> exo1       0.001293148 0.03514166 -0.05508032   0.03684224
#> exo2      -0.072801491 0.02677983 -0.09687243  -0.02956465
#> exo3       0.082806138 0.01979240  0.05977910   0.10832338
#> 
#> $CYP$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.8761953  2.5103712   -2.801990    4.0932240
#> lag1_var2   1.5940065  5.1463166   -5.213111    8.9010800
#> lag1_var3   1.0264527  8.0027368   -9.574337   12.3983651
#> lag1_var4  -1.0772815  7.3131941  -11.476668    8.6829530
#> const     -16.9556458 18.1519450  -41.288243    8.4516937
#> exo1       -0.7113617  0.9470238   -1.769633    0.8542376
#> exo2        0.2009273  1.7789888   -2.098388    2.7817350
#> exo3       -0.8991365  1.1498775   -2.519398    0.3439806
#> 
#> $CYP$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1443003  1.6298519  -2.0363922    2.6765771
#> lag1_var2 -1.5606709  3.7801401  -7.7192174    3.1754440
#> lag1_var3 -1.5308773  5.8577488 -11.0864787    5.8304545
#> lag1_var4  2.3637351  5.3965935  -4.4320000   11.1618459
#> const      6.8773004 11.0864944  -8.0616810   23.2405760
#> exo1       0.1814594  0.6861174  -0.6960554    1.1707941
#> exo2      -0.8143130  1.0506469  -2.4033151    0.3655103
#> exo3       1.0572985  0.5912003   0.3366181    1.8497657
#> 
#> $CYP$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.6771132 0.4452298   0.08560029    1.3159950
#> lag1_var2 -0.9071032 1.1061766  -2.48634625    0.6362025
#> lag1_var3 -1.4510019 1.7135416  -3.87410562    0.9618079
#> lag1_var4  2.2689012 1.5966533   0.06304697    4.5467307
#> const     -4.4433532 5.4710414 -12.58450492    2.1967457
#> exo1      -0.2822471 0.3506066  -0.82429271    0.1764431
#> exo2      -0.7102639 0.2703648  -1.05734805   -0.3164408
#> exo3       0.5357010 0.5034553  -0.13823844    1.2364966
#> 
#> 
#> 
#> $CZE
#> $CZE$Sigma
#> $CZE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006513004 8.012757e-05 0.0005608918 0.0007724724
#> 
#> $CZE$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01582463 0.002970205 -0.02017787   -0.0120835
#> Sigma[2,2]  0.75664234 0.142812921  0.58844916    0.9755346
#> 
#> $CZE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008910988 0.002252221  0.006002722   0.01228005
#> Sigma[3,2] -0.442265521 0.097532673 -0.579739454  -0.31654319
#> Sigma[3,3]  0.310767507 0.073997990  0.220959077   0.41709416
#> 
#> $CZE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0005888358 0.001046942 -0.001743938   0.00099669
#> Sigma[4,2]  0.0116055117 0.039021854 -0.043851288   0.06301552
#> Sigma[4,3]  0.0487799425 0.023319215  0.023723167   0.08896374
#> Sigma[4,4]  0.0594450188 0.015707081  0.041911442   0.08332540
#> 
#> 
#> $CZE$A
#> $CZE$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.987438145 0.02215275  0.96295090   1.02491768
#> lag1_var2 -0.137533256 0.03444125 -0.18068913  -0.09113155
#> lag1_var3 -0.234624347 0.05765935 -0.30876821  -0.15689339
#> lag1_var4  0.222486076 0.05570287  0.14903367   0.29620804
#> const      1.060798067 0.57532696  0.08587410   1.67230695
#> exo1      -0.003079702 0.01589478 -0.02539771   0.01978188
#> exo2      -0.069941145 0.02052596 -0.09345347  -0.03693891
#> exo3       0.017022094 0.02482577 -0.02141483   0.04583524
#> 
#> $CZE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8211235 0.5254357  -1.6078297   -0.2206253
#> lag1_var2  2.5651423 2.0148790  -0.1407449    4.7400732
#> lag1_var3  2.8056998 3.3125883  -1.6794816    6.3982136
#> lag1_var4 -2.6149926 3.1876145  -6.1171848    1.7539735
#> const     10.3703005 9.3444519  -1.6933553   24.0428753
#> exo1      -0.6618244 0.6386150  -1.3182112    0.3598203
#> exo2       0.3808860 0.8672551  -0.7408996    1.6007642
#> exo3       0.2400543 0.7837140  -0.5998810    1.4484725
#> 
#> $CZE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6309206 0.3691008   0.1709724    1.1287416
#> lag1_var2 -0.4936897 1.3219698  -2.2860954    1.2722311
#> lag1_var3  0.1810426 2.1844295  -2.7386826    3.1271398
#> lag1_var4  0.6446033 2.1028520  -2.2232758    3.4374972
#> const     -5.7999753 7.4412124 -16.8933003    3.4480354
#> exo1       0.1023894 0.4796209  -0.6748457    0.6365125
#> exo2      -1.1007477 0.4274366  -1.6050045   -0.4718043
#> exo3      -0.4028091 0.5639447  -1.3323894    0.2320645
#> 
#> $CZE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1260942 0.1153190 -0.03235022  0.269696507
#> lag1_var2  0.7134365 0.4569821  0.15701481  1.364321765
#> lag1_var3  1.3204652 0.7483378  0.38894716  2.372083478
#> lag1_var4 -0.3628987 0.7080968 -1.33851492  0.530599018
#> const     -0.2885628 3.4968499 -4.76998878  4.294126091
#> exo1      -0.2968991 0.1416616 -0.48882210 -0.115777896
#> exo2      -0.8986495 0.2919497 -1.30403014 -0.505103907
#> exo3      -0.2691484 0.2061680 -0.48328681 -0.002788037
#> 
#> 
#> 
#> $DEU
#> $DEU$Sigma
#> $DEU$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00047616 0.0004438632 0.000255756  0.001162065
#> 
#> $DEU$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005582804 0.004264897  -0.0115906  0.000242476
#> Sigma[2,2]  0.416149911 0.156434046   0.2632080  0.673736706
#> 
#> $DEU$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004809072 0.003903499 -0.0003036072   0.01006053
#> Sigma[3,2] -0.327024951 0.139947189 -0.5609499892  -0.18698320
#> Sigma[3,3]  0.351951348 0.145692622  0.2003451506   0.59438309
#> 
#> $DEU$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001589706 0.001784473 -0.0006602438  0.004213233
#> Sigma[4,2] -0.088434338 0.062665518 -0.1778120791 -0.012746581
#> Sigma[4,3]  0.171473882 0.074293146  0.0971261598  0.286500909
#> Sigma[4,4]  0.128496958 0.045399149  0.0822015806  0.195512220
#> 
#> 
#> $DEU$A
#> $DEU$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.958446447 0.02281637  0.933875402  0.997537388
#> lag1_var2 -0.097509468 0.05953355 -0.198205500 -0.041457272
#> lag1_var3 -0.171745738 0.09838806 -0.337488044 -0.077658410
#> lag1_var4  0.170109028 0.09046035  0.080959783  0.321290537
#> const      1.279324592 0.23998265  0.865843902  1.536487218
#> exo1      -0.008698549 0.02148505 -0.031383000  0.025613405
#> exo2      -0.050440140 0.02533217 -0.075704660 -0.009958094
#> exo3       0.024109668 0.01995628 -0.009349556  0.045491020
#> 
#> $DEU$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.3426319 0.4254412  -0.88596201    0.2380777
#> lag1_var2  5.1059566 1.1764902   3.66977658    6.8094595
#> lag1_var3  7.3387605 1.9941753   4.80337344   10.1844820
#> lag1_var4 -7.4223648 1.9317190 -10.17792930   -4.8840297
#> const     16.2254527 5.0307160   9.02392820   22.1174945
#> exo1      -0.3951379 0.4066041  -0.97056880    0.1520486
#> exo2       0.9208383 0.6453109   0.04515577    1.7934410
#> exo3      -0.4019865 0.6579018  -1.18871487    0.5274411
#> 
#> $DEU$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   0.60576728 0.5752821  -0.3150475    1.3402474
#> lag1_var2  -2.80730421 1.2254764  -4.5469806   -1.5169860
#> lag1_var3  -3.95650041 2.0187131  -6.8762195   -1.8661942
#> lag1_var4   4.86559248 1.8903547   2.9220912    7.6564072
#> const     -12.72111708 5.5903767 -20.6632045   -5.8460052
#> exo1        0.08265674 0.5465855  -0.5791271    0.8260034
#> exo2       -1.39538330 0.4900064  -2.0408722   -0.7081599
#> exo3        0.02052205 0.6025589  -0.9204879    0.6382984
#> 
#> $DEU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4221030 0.4288159  -0.2190811    0.9882454
#> lag1_var2 -0.2408475 0.9271017  -1.5557041    0.9165136
#> lag1_var3 -0.3853875 1.5296218  -2.5102017    1.4840642
#> lag1_var4  1.2536970 1.4060155  -0.3572175    3.1918677
#> const     -4.1985958 3.7598772  -9.6853628    0.9640902
#> exo1      -0.1538776 0.4472243  -0.8182914    0.3592288
#> exo2      -0.8733960 0.3068159  -1.3083713   -0.4431857
#> exo3      -0.2328327 0.2980040  -0.6522531    0.1254944
#> 
#> 
#> 
#> $DJI
#> $DJI$Sigma
#> $DJI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002696266 0.0007582161 0.001942048  0.003983968
#> 
#> $DJI$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] 0.01442849 0.004433294 0.008937516   0.02119007
#> Sigma[2,2] 0.13690451 0.040543330 0.089290926   0.19563896
#> 
#> $DJI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.006402365 0.001875111 -0.009460899 -0.004254508
#> Sigma[3,2] -0.055632981 0.017570135 -0.082558018 -0.034926074
#> Sigma[3,3]  0.026773769 0.007574212  0.018525498  0.038222586
#> 
#> $DJI$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002290292 0.0008274153 -0.003342964 -0.001108741
#> Sigma[4,2] -0.013751959 0.0065876562 -0.022537700 -0.005141981
#> Sigma[4,3]  0.010630416 0.0026593467  0.006988121  0.014113660
#> Sigma[4,4]  0.007824438 0.0014734946  0.005517750  0.009518111
#> 
#> 
#> $DJI$A
#> $DJI$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.946321194 0.04362231  0.901061272   1.01470133
#> lag1_var2 -0.005107193 0.05038639 -0.078272720   0.06017879
#> lag1_var3  0.275204742 0.13745693  0.071008129   0.44786389
#> lag1_var4 -0.230801303 0.11509160 -0.371697635  -0.05779173
#> const      2.257030174 0.42996950  1.677240847   2.89556188
#> exo1      -0.004359952 0.04033851 -0.051611590   0.05347842
#> exo2      -0.036481885 0.04223459 -0.094769748   0.02286490
#> exo3       0.083411246 0.06724620 -0.001190199   0.19156163
#> 
#> $DJI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2289110 0.3613456  -0.2125460    0.7881561
#> lag1_var2  0.1966588 0.4577604  -0.4731845    0.7945561
#> lag1_var3  0.7558828 1.2509567  -1.1347699    2.3662453
#> lag1_var4 -0.1797407 1.0290709  -1.5059699    1.3956473
#> const      3.7523198 4.1739362  -2.7395784    8.0271394
#> exo1      -0.2302232 0.3738526  -0.5798771    0.3388370
#> exo2       1.6833572 0.3032367   1.2987837    2.0951648
#> exo3       1.5421972 0.4398518   1.0416862    2.2379231
#> 
#> $DJI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01204025 0.1538240 -0.23787051    0.1850412
#> lag1_var2  0.20711750 0.1924689 -0.06449218    0.4837702
#> lag1_var3  0.39469012 0.5000351 -0.28540405    1.1508726
#> lag1_var4  0.32339345 0.4233875 -0.31472232    0.8992434
#> const     -1.21028482 1.3668665 -2.64306862    0.9478610
#> exo1       0.09599093 0.1529984 -0.13573737    0.2374360
#> exo2      -0.78770721 0.1349581 -0.99745507   -0.6231405
#> exo3      -0.33620620 0.1899552 -0.66380048   -0.1568459
#> 
#> $DJI$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.048487426 0.05854325 -0.02659127   0.13647604
#> lag1_var2 -0.004491782 0.08312377 -0.11736905   0.09957676
#> lag1_var3 -0.236292889 0.17745890 -0.45043584  -0.01662076
#> lag1_var4  1.165451580 0.15533257  0.97155272   1.36446819
#> const     -0.734103249 0.92533355 -1.88670052   0.61393947
#> exo1       0.023191382 0.06973391 -0.07891205   0.10149229
#> exo2      -0.348855846 0.07377235 -0.45839951  -0.25724448
#> exo3       0.226253624 0.09937503  0.08793852   0.36245362
#> 
#> 
#> 
#> $DNK
#> $DNK$Sigma
#> $DNK$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000328537 7.757585e-05 0.0002212326 0.0004468461
#> 
#> $DNK$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009669751 0.003859144 -0.01620447 -0.006425953
#> Sigma[2,2]  0.671869698 0.162044947  0.52630152  0.960043918
#> 
#> $DNK$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008690647 0.003828416  0.005664226   0.01453378
#> Sigma[3,2] -0.510345321 0.136324034 -0.736539240  -0.34612525
#> Sigma[3,3]  0.606436402 0.141942677  0.435505741   0.81751502
#> 
#> $DNK$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002464657 0.001782718  0.0004643859  0.005408488
#> Sigma[4,2] -0.074019524 0.063011825 -0.1652942035  0.013580092
#> Sigma[4,3]  0.291853475 0.070562512  0.2070217105  0.394775331
#> Sigma[4,4]  0.262192840 0.045362626  0.2025962765  0.329119391
#> 
#> 
#> $DNK$A
#> $DNK$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97185546 0.01313638  0.95292635   0.98888210
#> lag1_var2 -0.07492316 0.02395206 -0.10419792  -0.04154491
#> lag1_var3 -0.11728087 0.03711157 -0.16369522  -0.06460347
#> lag1_var4  0.10769919 0.03595747  0.05698854   0.15384242
#> const      1.37411521 0.31499140  0.95959396   1.78040981
#> exo1      -0.01784517 0.01461052 -0.03933729  -0.00249880
#> exo2      -0.04536996 0.01003783 -0.05971018  -0.03241840
#> exo3       0.03749805 0.01523324  0.01947400   0.05958589
#> 
#> $DNK$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.4151119  0.3870519  -0.13040710    0.9188150
#> lag1_var2 -0.6688275  1.1505026  -2.08629664    1.0548787
#> lag1_var3 -2.1702161  1.7065327  -4.11869662    0.3791289
#> lag1_var4  2.0749338  1.6295573  -0.36198307    3.9001937
#> const     -3.3147160 11.0501298 -20.96864113   10.8686139
#> exo1      -0.1619347  0.6188355  -0.93118856    0.7816895
#> exo2       0.6995989  0.6419880  -0.04996055    1.7025105
#> exo3      -0.2182117  0.5608436  -1.04182650    0.3406405
#> 
#> $DNK$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08213079 0.3591314  -0.4566923   0.50915856
#> lag1_var2  0.36252101 1.1142147  -1.0105479   2.11541794
#> lag1_var3  1.48345441 1.6821919  -0.6596326   4.10511750
#> lag1_var4 -0.54263585 1.5932001  -3.0236631   1.50906037
#> const      1.40532983 6.5027618  -6.6681491  11.59610547
#> exo1      -0.64086008 0.7886909  -1.8126659   0.48332942
#> exo2      -0.99959330 0.7252587  -2.0471084  -0.09917947
#> exo3       0.27326179 0.5993621  -0.6147910   1.02743372
#> 
#> $DNK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3710175 0.3650732  -0.1172333    0.8640411
#> lag1_var2 -0.5871212 0.8376745  -1.8976298    0.2970130
#> lag1_var3 -0.7026871 1.3650620  -2.8349473    0.7285155
#> lag1_var4  1.5883310 1.2788961   0.2410566    3.5881005
#> const     -1.6339000 5.0696630  -5.6464039    7.1151670
#> exo1      -0.7869956 0.4920460  -1.5279104   -0.1197333
#> exo2      -0.5800180 0.5536541  -1.2498085    0.2278044
#> exo3       0.1555661 0.3779875  -0.4990882    0.5361459
#> 
#> 
#> 
#> $DOM
#> $DOM$Sigma
#> $DOM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007372779 0.0002629969 0.0004752929  0.001181109
#> 
#> $DOM$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002585359 0.002403463 -0.006699566 -4.552234e-05
#> Sigma[2,2]  0.232107051 0.035946303  0.185599187  2.854466e-01
#> 
#> $DOM$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01181745 0.003409012  0.007375458   0.01688461
#> Sigma[3,2] -0.12298294 0.059715923 -0.201050818  -0.04225352
#> Sigma[3,3]  0.61202868 0.145046748  0.456251193   0.83702091
#> 
#> $DOM$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.01110595 0.003120605  0.007117512   0.01578949
#> Sigma[4,2] 0.01863926 0.054893513 -0.055560452   0.09517354
#> Sigma[4,3] 0.57736290 0.129119438  0.448910358   0.76945931
#> Sigma[4,4] 0.63234561 0.131317825  0.479242023   0.80813301
#> 
#> 
#> $DOM$A
#> $DOM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.987540552 0.01975365  0.96108965   1.01449055
#> lag1_var2 -0.114263246 0.05144202 -0.16643429  -0.02875826
#> lag1_var3 -0.191966569 0.08380998 -0.27715336  -0.05570099
#> lag1_var4  0.180677575 0.07661615  0.05476081   0.25534463
#> const      1.028820634 0.32894094  0.53099316   1.42130711
#> exo1      -0.007826934 0.03103154 -0.06017144   0.02140868
#> exo2      -0.118363429 0.04942457 -0.18525524  -0.04922458
#> exo3       0.084902441 0.03899622  0.02480481   0.13615059
#> 
#> $DOM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3095196 0.2181112 -0.64521752  -0.02005798
#> lag1_var2  1.7421557 0.9916609  0.35739411   2.91341413
#> lag1_var3  2.1504520 1.6154276 -0.07943463   3.99421711
#> lag1_var4 -2.0265124 1.5273804 -3.77369879   0.06342204
#> const      3.5729092 4.5950398 -2.30545057   8.45323555
#> exo1      -0.7175655 0.5500409 -1.23985067   0.12507892
#> exo2       0.1562797 0.3986779 -0.34579273   0.66733589
#> exo3       1.4468929 0.3268325  0.86635586   1.77172111
#> 
#> $DOM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6238829 0.3922147   0.2221418    1.2255702
#> lag1_var2 -0.8986238 1.2754406  -3.0120248    0.5211592
#> lag1_var3 -0.8899104 2.1513530  -4.4253364    1.4072113
#> lag1_var4  1.7628651 1.9872453  -0.4170623    5.0096113
#> const     -8.9213713 5.1923022 -16.6616745   -2.6855211
#> exo1       0.3306736 1.0148231  -1.1189546    1.6754652
#> exo2      -4.8601104 0.9160554  -6.2566771   -3.7306673
#> exo3       1.2990830 0.9370734   0.2986605    2.8963268
#> 
#> $DOM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4664752 0.4046473   0.1035261    1.0960173
#> lag1_var2 -0.3129683 1.4360283  -2.3905921    1.7305336
#> lag1_var3 -0.3471005 2.4676522  -3.8440765    2.9774139
#> lag1_var4  1.3062799 2.2959589  -1.8064749    4.5198856
#> const     -8.1039346 5.8930450 -16.4470918   -0.7192456
#> exo1      -0.1026832 1.1003770  -1.5199097    1.6127636
#> exo2      -5.0764416 0.9060837  -6.6295115   -4.0946177
#> exo3       2.3579921 0.8524312   1.3669498    3.7159585
#> 
#> 
#> 
#> $DZA
#> $DZA$Sigma
#> $DZA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004219881 0.0001283446 0.0002689989 0.0006065277
#> 
#> $DZA$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001706621 0.008339738 -0.009931361   0.01223121
#> Sigma[2,2] 4.767902753 1.305518981  3.308244998   6.74963080
#> 
#> $DZA$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.00676379 0.005054544 -0.01467314 -0.001135336
#> Sigma[3,2] -2.46525166 0.638989884 -3.47243645 -1.712872031
#> Sigma[3,3]  1.61007663 0.336628476  1.11170388  2.020897902
#> 
#> $DZA$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.007186866 0.002737747  -0.0117098 -0.004363567
#> Sigma[4,2] -0.396274981 0.215867433  -0.6823063 -0.097252982
#> Sigma[4,3]  0.597647669 0.157432443   0.4056006  0.837988075
#> Sigma[4,4]  0.493812206 0.152620981   0.3241126  0.710573943
#> 
#> 
#> $DZA$A
#> $DZA$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.947314525 0.01497463  0.928490350  0.970048748
#> lag1_var2  0.020327393 0.01799179 -0.001283419  0.047988703
#> lag1_var3  0.047796271 0.04062528 -0.001936555  0.109183821
#> lag1_var4 -0.047308134 0.03362218 -0.099232368 -0.007066648
#> const      1.368827634 0.42635323  0.718881137  1.760263830
#> exo1      -0.003716666 0.01429152 -0.022885603  0.016587397
#> exo2      -0.058559307 0.01602518 -0.078769261 -0.036387023
#> exo3      -0.011510211 0.01833383 -0.033001353  0.015525844
#> 
#> $DZA$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   0.2598299  1.505454  -1.70502910    2.1891962
#> lag1_var2  -1.6951131  2.425689  -5.31499913    1.6607647
#> lag1_var3  -5.5442592  5.463323 -13.61034526    2.1222620
#> lag1_var4   5.8704807  4.883398  -0.92237077   13.1485641
#> const     -16.9145490 28.135930 -58.75627759   14.2636688
#> exo1       -2.4146055  2.195993  -5.43215935    0.6431993
#> exo2        2.1867041  1.717461   0.08563411    4.6915191
#> exo3        3.9005711  1.798066   2.01068899    6.9304998
#> 
#> $DZA$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.2373479  0.9477566  -1.1692953   1.47630931
#> lag1_var2  1.1748201  1.4457101  -0.2281973   3.57254752
#> lag1_var3  3.2238728  3.2358083   0.1073611   8.56805488
#> lag1_var4 -2.8769246  2.9111783  -7.6790985   0.03626976
#> const     19.1868412 22.0961805  -8.4776490  50.36127545
#> exo1       1.1940795  1.3429753  -0.5952684   2.79778516
#> exo2      -5.0157950  0.9392008  -6.4127346  -3.87070497
#> exo3      -3.6148098  1.3742438  -5.8812808  -2.42976118
#> 
#> $DZA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.39006772  0.5272090  -0.3836235    1.0212727
#> lag1_var2  0.06963156  0.7202355  -1.0174229    1.0354254
#> lag1_var3 -0.05721186  1.5980255  -2.4727498    2.0939924
#> lag1_var4  0.50090310  1.4156905  -1.4214514    2.5858713
#> const     12.61260581 16.4915427  -3.4700960   41.0811485
#> exo1       0.14575057  0.6201627  -0.6822805    0.8767073
#> exo2      -4.73209589  0.6140175  -5.4325849   -3.9151746
#> exo3      -2.15744064  0.9122149  -3.4961507   -1.1516929
#> 
#> 
#> 
#> $ECU
#> $ECU$Sigma
#> $ECU$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001458338 0.002638296 0.0004238429  0.005359704
#> 
#> $ECU$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005345078 0.003487934 -0.01136583   -0.0019255
#> Sigma[2,2]  0.191185937 0.064504600  0.12714206    0.2950573
#> 
#> $ECU$Sigma$equation3
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0069677 0.01183949 -0.004118551   0.02690068
#> Sigma[3,2] -0.1267026 0.09360051 -0.264671060  -0.01546163
#> Sigma[3,3]  1.2159243 0.30634278  0.935548812   1.74199105
#> 
#> $ECU$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003653508 0.01055921 -0.006309512   0.02197983
#> Sigma[4,2] -0.002301004 0.07600308 -0.095286174   0.11696154
#> Sigma[4,3]  1.183865369 0.31275201  0.914247486   1.70463826
#> Sigma[4,4]  1.235129236 0.32336053  0.894110341   1.74875582
#> 
#> 
#> $ECU$A
#> $ECU$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.00636835 0.01947155  0.974405829   1.02939689
#> lag1_var2 -0.18098131 0.14565184 -0.326107954   0.05382449
#> lag1_var3 -0.30393591 0.21967635 -0.523171726   0.03988133
#> lag1_var4  0.28666210 0.21227757 -0.045743383   0.50009798
#> const      0.92151486 0.38912820  0.201325723   1.24467327
#> exo1       0.04265328 0.02713480  0.005289641   0.07820999
#> exo2      -0.11875718 0.02174142 -0.155174314  -0.09498659
#> exo3       0.03524281 0.02497853  0.002453294   0.06175300
#> 
#> $ECU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4038158 0.2699368  -0.7743090  -0.02397592
#> lag1_var2  2.2749570 1.4435039   0.3317545   4.23995718
#> lag1_var3  2.7562367 2.3876188  -0.3799790   5.86359925
#> lag1_var4 -2.6536294 2.2912252  -5.6135431   0.35017358
#> const      5.4668872 3.7230519   0.4258778   9.22082442
#> exo1       0.2050872 0.3255252  -0.2168624   0.68372250
#> exo2       2.3471952 0.5039132   1.7466734   3.11335159
#> exo3      -0.5888509 0.9322098  -1.8481053   0.79686807
#> 
#> $ECU$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9689133  0.6362780   0.2331667     1.928547
#> lag1_var2 -0.1772224  3.0758078  -4.8221117     3.739948
#> lag1_var3 -0.7594835  4.9079512  -8.2583039     5.119265
#> lag1_var4  1.4091285  4.6596027  -4.1418926     8.477206
#> const     -5.4229564 10.3806478 -19.6349064     9.535131
#> exo1       0.5044993  0.6499888  -0.5043397     1.195261
#> exo2      -6.8598622  1.6553819  -9.4127096    -4.639514
#> exo3       2.4554619  1.3961603   0.1630868     3.609116
#> 
#> $ECU$A$equation4
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.7397445  0.6648687  -0.19206408     1.689041
#> lag1_var2  0.9094958  2.8393103  -2.80692331     4.776718
#> lag1_var3  0.3817616  4.4719538  -5.67523523     6.040686
#> lag1_var4  0.3331862  4.2291439  -5.02151860     5.993922
#> const     -2.7424063 10.8368717 -15.14354044    14.680629
#> exo1       0.6810822  0.5899278  -0.33316772     1.255606
#> exo2      -5.6496829  1.7290157  -8.38701482    -3.577094
#> exo3       2.2052710  1.4277788   0.02744171     3.464695
#> 
#> 
#> 
#> $EGY
#> $EGY$Sigma
#> $EGY$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003008512 7.147747e-05 0.0002176261 0.0003999882
#> 
#> $EGY$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007810424 0.002875195 -0.01237427 -0.004292374
#> Sigma[2,2]  0.987501149 0.203197115  0.68080238  1.241480063
#> 
#> $EGY$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002638031 0.003011155 -0.0005214216  0.007389328
#> Sigma[3,2] -0.470783452 0.139780923 -0.7138615747 -0.357106082
#> Sigma[3,3]  1.021551440 0.195432128  0.8348614195  1.357774468
#> 
#> $EGY$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001058317 0.003578316 -0.005992595  0.003731039
#> Sigma[4,2] -0.005382932 0.156784795 -0.250818657  0.183474546
#> Sigma[4,3]  0.876216915 0.183382154  0.669282478  1.166944517
#> Sigma[4,4]  0.958454825 0.202200755  0.739271368  1.263429734
#> 
#> 
#> $EGY$A
#> $EGY$A$equation1
#>                  mean          sd   5% quantile 95% quantile
#> lag1_var1  0.98044331 0.007166105  0.9696493286  0.987361952
#> lag1_var2 -0.06119181 0.017791162 -0.0857511644 -0.037838131
#> lag1_var3 -0.13281803 0.037181831 -0.1826861324 -0.080304681
#> lag1_var4  0.11788640 0.034716779  0.0689803730  0.165188971
#> const      1.24254152 0.205715742  0.9664931397  1.518105201
#> exo1       0.02557955 0.015386449 -0.0009592742  0.042814000
#> exo2      -0.01419687 0.009459811 -0.0291487698 -0.002443989
#> exo3      -0.01498015 0.018656202 -0.0417861971  0.008460392
#> 
#> $EGY$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.1327416  0.3676708  -0.4393188   0.61953670
#> lag1_var2   0.4740633  1.7855553  -1.7318798   2.82501375
#> lag1_var3  -0.3421578  3.7517481  -5.0105597   4.67910154
#> lag1_var4   0.6129804  3.4922459  -3.9858501   4.95305433
#> const     -12.5811899 12.2567733 -31.9864258   1.11913148
#> exo1       -1.0693933  0.8167155  -2.1480078  -0.08277645
#> exo2        0.8888989  0.9383853  -0.6022738   2.03236486
#> exo3        0.1436652  1.2943113  -1.9283073   1.58863781
#> 
#> $EGY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3148611 0.2806184  -0.6886911   0.04840192
#> lag1_var2  1.3478656 1.3911487  -0.2480329   3.27302441
#> lag1_var3  3.4979084 2.9625361   0.2071692   7.61655053
#> lag1_var4 -2.5568452 2.7920781  -6.4691333   0.49855895
#> const      9.2663066 8.0907888  -4.0926459  17.28068105
#> exo1       0.4956896 0.9140029  -0.8224499   1.65455429
#> exo2      -1.2150276 0.5717744  -1.8981176  -0.34429839
#> exo3       0.6584878 0.8016152  -0.5281979   1.68152468
#> 
#> $EGY$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.276381364 0.2637002  -0.5498160    0.1503244
#> lag1_var2  1.313838140 1.2743294  -0.5349158    2.9031889
#> lag1_var3  2.798211875 2.6916450  -1.0277754    6.2314020
#> lag1_var4 -1.703554436 2.4807872  -4.9073577    1.8281686
#> const      2.777670262 9.4528195  -8.4922681   15.6434727
#> exo1      -0.003888752 0.8321681  -1.2249195    0.9643688
#> exo2      -0.883512454 0.8008282  -1.9221335    0.1448212
#> exo3       0.805330318 0.9562900  -0.5372980    2.1808887
#> 
#> 
#> 
#> $ERI
#> $ERI$Sigma
#> $ERI$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005755269 0.001306874 0.004480309  0.007743312
#> 
#> $ERI$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0006019766 0.0007566549 -0.001659872  0.000344693
#> Sigma[2,2]  0.0060275652 0.0013113882  0.004533750  0.007890965
#> 
#> $ERI$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.002161581 0.001930517 -0.005242326 -0.0001498535
#> Sigma[3,2] -0.007736520 0.002053874 -0.010634191 -0.0050320594
#> Sigma[3,3]  0.030692148 0.005193150  0.024898047  0.0391216156
#> 
#> $ERI$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002847036 0.001795620 -0.005383345 -0.0006803751
#> Sigma[4,2] -0.003191339 0.001354998 -0.005087753 -0.0014791055
#> Sigma[4,3]  0.026207728 0.005021651  0.019898709  0.0336129478
#> Sigma[4,4]  0.025275131 0.005084805  0.018496617  0.0317726132
#> 
#> 
#> $ERI$A
#> $ERI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.86853529 0.05412950   0.8046725   0.94149231
#> lag1_var2  0.17248232 0.21158416  -0.1519712   0.38138866
#> lag1_var3  0.17105506 0.30420444  -0.2684023   0.53034801
#> lag1_var4 -0.16252869 0.29845281  -0.5175560   0.27101904
#> const      1.96380759 0.61843005   1.1056510   2.82728716
#> exo1      -0.10431515 0.05252460  -0.1584904  -0.02370914
#> exo2      -0.03933999 0.07867426  -0.1709869   0.04951032
#> exo3      -0.02122458 0.09027003  -0.1318351   0.11358900
#> 
#> $ERI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.13136208 0.04914460  0.07409342    0.1929087
#> lag1_var2  0.33448676 0.31807633 -0.15609832    0.7101498
#> lag1_var3 -0.37211046 0.42890834 -1.00456209    0.1084731
#> lag1_var4  0.36050692 0.42226298 -0.11204802    0.9854939
#> const      0.20543494 0.86649580 -0.74618152    1.6299287
#> exo1      -0.03627397 0.08491615 -0.13586664    0.1029947
#> exo2       0.56042117 0.05592484  0.50947334    0.6509054
#> exo3       0.32275883 0.07077371  0.24244772    0.4309694
#> 
#> $ERI$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.002421721 0.1123502 -0.15065740    0.1639286
#> lag1_var2  0.570148581 0.3445801  0.07005934    0.9621116
#> lag1_var3  1.463241920 0.4979785  0.70574761    2.1301767
#> lag1_var4 -0.481890528 0.5036453 -1.15730797    0.2883677
#> const      0.329266997 2.1343868 -1.77978004    3.9422509
#> exo1       0.018422615 0.1127006 -0.17722509    0.1180557
#> exo2      -1.206702571 0.2301411 -1.55288708   -0.8846278
#> exo3       0.209309497 0.1638004 -0.01462638    0.4571317
#> 
#> $ERI$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.090547018 0.11410959 -0.07216169    0.2444780
#> lag1_var2  0.334140433 0.30437122 -0.05959035    0.7265630
#> lag1_var3  0.539585624 0.48197738 -0.09739409    1.0786188
#> lag1_var4  0.446002247 0.48741072 -0.10782112    1.0991271
#> const     -0.317686527 1.92029863 -1.93364721    2.9973365
#> exo1      -0.008447142 0.09574058 -0.15742851    0.1105769
#> exo2      -0.829780668 0.22220274 -1.13731270   -0.5099429
#> exo3       0.477584043 0.15884194  0.27457604    0.7046254
#> 
#> 
#> 
#> $ESH
#> $ESH$Sigma
#> $ESH$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006143658 0.000186873 0.0004151837 0.0009235321
#> 
#> $ESH$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008020047 0.003844166  -0.0129652 -0.002630703
#> Sigma[2,2]  0.200929811 0.068406519   0.1114409  0.299763515
#> 
#> $ESH$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009103506 0.004409671  0.002898755    0.0148497
#> Sigma[3,2] -0.214502785 0.077963602 -0.330408247   -0.1138697
#> Sigma[3,3]  0.245810211 0.090283992  0.132778882    0.3817727
#> 
#> $ESH$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005253202 0.002588663  0.001645922  0.008745254
#> Sigma[4,2] -0.115320056 0.045422010 -0.183512631 -0.057872079
#> Sigma[4,3]  0.141166463 0.053158809  0.076489112  0.221345971
#> Sigma[4,4]  0.085689438 0.031537019  0.048596415  0.133112579
#> 
#> 
#> $ESH$A
#> $ESH$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.974036277 0.02780521  0.93427355   1.00544855
#> lag1_var2 -0.098534540 0.04631721 -0.15368638  -0.02715758
#> lag1_var3 -0.180594862 0.07463401 -0.26826375  -0.06290605
#> lag1_var4  0.166485369 0.06431799  0.06567967   0.24281484
#> const      1.351684918 0.30258099  0.88042081   1.74937662
#> exo1       0.011999638 0.02109895 -0.01363911   0.04174675
#> exo2      -0.069412737 0.02838856 -0.10350447  -0.02735171
#> exo3      -0.005475795 0.03714950 -0.05858881   0.03964949
#> 
#> $ESH$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06882864 0.4459491 -0.48109567    0.7032232
#> lag1_var2  0.72351709 0.7903820 -0.24369941    1.8863340
#> lag1_var3  0.43416206 1.3833707 -1.22342639    2.4906749
#> lag1_var4 -0.40692052 1.2398906 -2.28500342    1.0664575
#> const      1.29464586 5.6733811 -5.33432042    8.4537480
#> exo1      -0.55870948 0.2744713 -0.89425851   -0.1803379
#> exo2       1.20368532 0.4943559  0.56601911    1.8689357
#> exo3       0.38021227 0.3929972 -0.02526783    0.9746283
#> 
#> $ESH$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.17116889 0.4313472  -0.3874791    0.7101884
#> lag1_var2  0.06537767 0.8327851  -1.0978531    1.1757328
#> lag1_var3  0.59777415 1.4567560  -1.4732213    2.4941209
#> lag1_var4  0.31867052 1.2988998  -1.3235582    2.1871053
#> const     -0.94145301 5.7287035  -8.1032031    5.7337118
#> exo1       0.63431140 0.3332623   0.2749725    1.1511558
#> exo2      -2.06713033 0.5663318  -2.7683482   -1.2705213
#> exo3      -0.19958563 0.5154901  -0.9367421    0.4134225
#> 
#> $ESH$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.228301893 0.2334074  -0.1212403    0.4961561
#> lag1_var2  0.015857303 0.4645265  -0.5728646    0.7211544
#> lag1_var3  0.015780509 0.8179955  -1.0437981    1.2467434
#> lag1_var4  0.925749298 0.7244753  -0.1437731    1.8861554
#> const     -1.185001985 3.0720094  -5.4791186    2.7258156
#> exo1       0.351353199 0.2151279   0.1548580    0.7162626
#> exo2      -1.510132942 0.3390003  -1.9046087   -1.0109631
#> exo3       0.009059759 0.3361452  -0.4511667    0.4343269
#> 
#> 
#> 
#> $ESP
#> $ESP$Sigma
#> $ESP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005512974 9.609164e-05 0.0004052157 0.0006727151
#> 
#> $ESP$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04252865 0.008199881 -0.05465036  -0.03135442
#> Sigma[2,2]  4.51213926 0.834917088  3.36292050   5.52125263
#> 
#> $ESP$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02495873 0.005414489  0.01776283   0.03270827
#> Sigma[3,2] -2.49619661 0.481077862 -3.12714537  -1.87178981
#> Sigma[3,3]  1.51671494 0.313981205  1.11491228   1.99528854
#> 
#> $ESP$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.001268648 0.002148384 -0.0012075709  0.004399956
#> Sigma[4,2] 0.012192751 0.204244917 -0.2539651939  0.305450450
#> Sigma[4,3] 0.141997968 0.118825727 -0.0002285227  0.301094894
#> Sigma[4,4] 0.172126388 0.039537367  0.1144229564  0.213931082
#> 
#> 
#> $ESP$A
#> $ESP$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95502587 0.01496595  0.94164839  0.980941570
#> lag1_var2 -0.01171655 0.01575620 -0.03380171  0.008148856
#> lag1_var3 -0.01945313 0.02727876 -0.05808683  0.014223482
#> lag1_var4  0.01529451 0.02165594 -0.01069886  0.046614730
#> const      1.51595748 0.25627020  1.19211861  1.858949204
#> exo1      -0.01635201 0.02081141 -0.04151670  0.013260486
#> exo2      -0.13698200 0.01863972 -0.16033081 -0.108458561
#> exo3       0.03687702 0.01294505  0.02018339  0.054596982
#> 
#> $ESP$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.966094  1.066281  -2.4626155    0.4494277
#> lag1_var2  2.247652  1.328716   0.6195227    4.1778223
#> lag1_var3  2.406981  2.314784  -0.3709635    5.8642109
#> lag1_var4 -1.763435  1.863340  -4.5748824    0.4393802
#> const     -7.924377 25.697927 -49.2663413   20.7623773
#> exo1       1.766652  2.333346  -1.7178594    3.9742010
#> exo2       2.108501  1.732624   0.5698202    5.1297676
#> exo3       0.239313  1.759170  -2.0860086    2.1909076
#> 
#> $ESP$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.7846514  0.5709426  0.14767480   1.65438806
#> lag1_var2 -1.0469807  0.8514913 -2.21813285  -0.01003657
#> lag1_var3 -0.8808308  1.4844500 -2.97978078   0.89234045
#> lag1_var4  1.3708451  1.2064164 -0.05250426   3.08917509
#> const      7.1283148 13.2062919 -7.52426542  29.35353487
#> exo1      -0.8552092  1.2469684 -2.02664418   0.96421288
#> exo2      -2.3355807  0.9352056 -3.90175471  -1.63048103
#> exo3       0.1427467  0.8871509 -0.76296574   1.52425750
#> 
#> $ESP$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2503865 0.2486252 -0.08946142  0.559675826
#> lag1_var2 -0.2822478 0.1850926 -0.51628766 -0.006616682
#> lag1_var3 -0.4006329 0.3425420 -0.81548610  0.106044560
#> lag1_var4  1.2676377 0.2809931  0.85099245  1.600312517
#> const      1.7491260 4.2854057 -4.47953770  7.089998695
#> exo1       0.1926348 0.2613599 -0.10820014  0.588112821
#> exo2      -1.3274185 0.4160556 -1.79922670 -0.645039799
#> exo3       0.3301185 0.3544697 -0.05691897  0.854348227
#> 
#> 
#> 
#> $EST
#> $EST$Sigma
#> $EST$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001939967 0.0004401806 0.001604832  0.002745524
#> 
#> $EST$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05075603 0.01893339 -0.07505539  -0.02342357
#> Sigma[2,2]  3.79372119 0.97618704  2.43644385   5.20476267
#> 
#> $EST$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03910872 0.01294885   0.0219498    0.0568749
#> Sigma[3,2] -2.56106625 0.68297861  -3.5269473   -1.6612156
#> Sigma[3,3]  2.07934488 0.55416501   1.3700922    2.8284201
#> 
#> $EST$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008895996 0.00280926  0.005315462   0.01311961
#> Sigma[4,2] -0.297191108 0.18604137 -0.480522087  -0.02758718
#> Sigma[4,3]  0.577643628 0.18876879  0.324690293   0.82929885
#> Sigma[4,4]  0.430136296 0.10400470  0.319952025   0.59685436
#> 
#> 
#> $EST$A
#> $EST$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.01138183 0.02230745  0.986880708   1.04821477
#> lag1_var2 -0.14244229 0.05326687 -0.228722964  -0.08449317
#> lag1_var3 -0.24397235 0.08843635 -0.388946664  -0.15594353
#> lag1_var4  0.21605651 0.08400265  0.136809021   0.35216716
#> const      1.42204630 0.43461869  0.852665840   1.90130231
#> exo1      -0.05904520 0.04421270 -0.124547174  -0.00988979
#> exo2      -0.03525751 0.06416407 -0.137707096   0.02672851
#> exo3       0.07106540 0.06333257 -0.006300129   0.14782475
#> 
#> $EST$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.572523  0.9409633  -3.0731945   -0.4357185
#> lag1_var2  2.389808  1.5662201   0.6065328    4.9875651
#> lag1_var3  2.652047  2.5022928  -0.1451622    6.7237436
#> lag1_var4 -2.349015  2.3893864  -6.1328373    0.2878777
#> const     20.433598 20.5731861  -8.5984663   46.4785371
#> exo1       0.252375  2.1999648  -2.4065328    3.3957130
#> exo2       2.484543  1.4340656   0.7534590    4.5302183
#> exo3      -1.865916  1.5605556  -3.9351100    0.1961760
#> 
#> $EST$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   2.3559993  0.7715018    1.430948    3.6177990
#> lag1_var2  -2.7299955  0.9963319   -4.418751   -1.8484326
#> lag1_var3  -3.5937437  1.5893332   -6.169867   -2.0844556
#> lag1_var4   3.9883664  1.5142419    2.415827    6.3174813
#> const     -19.0500685 17.0439671  -40.503310    4.9975720
#> exo1       -0.3705523  1.7648519   -2.895643    1.5922329
#> exo2       -2.2637789  1.2413818   -4.196336   -0.8145635
#> exo3        0.8380289  1.6123359   -1.273016    2.9534132
#> 
#> $EST$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.4812136 0.3293455   0.9653936    1.8655312
#> lag1_var2 -1.8305905 0.4212880  -2.5120023   -1.3215850
#> lag1_var3 -2.8779747 0.7123643  -3.9786985   -2.0090952
#> lag1_var4  3.4514130 0.7145147   2.5607762    4.4920571
#> const     -8.1363185 6.9934054 -16.2838345    1.8616611
#> exo1      -0.2602515 0.6000726  -1.1475244    0.4857582
#> exo2      -0.7570424 0.6286003  -1.6125197    0.2120758
#> exo3      -0.3271440 1.0527770  -2.0156274    0.8273550
#> 
#> 
#> 
#> $ETH
#> $ETH$Sigma
#> $ETH$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001944666 0.0005236665 0.001541349  0.002881281
#> 
#> $ETH$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003319583 0.0007588032 -0.004362394 -0.002229092
#> Sigma[2,2]  0.024185941 0.0056245697  0.018058225  0.032751453
#> 
#> $ETH$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003802349 0.004712668 -0.002689776   0.01030415
#> Sigma[3,2] -0.047662543 0.019752787 -0.080183140  -0.03055707
#> Sigma[3,3]  0.287978476 0.072150254  0.192144084   0.38903305
#> 
#> $ETH$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001132708 0.004378651 -0.004863766  0.007240259
#> Sigma[4,2] -0.029212142 0.016046581 -0.055864658 -0.016061701
#> Sigma[4,3]  0.256331343 0.062368352  0.168611851  0.332480621
#> Sigma[4,4]  0.238960754 0.056155941  0.158244708  0.299070105
#> 
#> 
#> $ETH$A
#> $ETH$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.990014295 0.03082125  0.95527659   1.03573016
#> lag1_var2 -0.098129709 0.17608823 -0.39540206   0.04912689
#> lag1_var3 -0.056664831 0.24580778 -0.46230665   0.16786008
#> lag1_var4  0.049797940 0.24126002 -0.17368399   0.44565418
#> const      1.009031850 0.91003181 -0.45288625   1.84926749
#> exo1       0.007737775 0.04821009 -0.05951386   0.07063469
#> exo2      -0.026159490 0.03111201 -0.06670793   0.01765798
#> exo3       0.016080401 0.05594297 -0.06428647   0.08675740
#> 
#> $ETH$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02762347 0.07807412 -0.05191850   0.14200803
#> lag1_var2  0.17619668 0.54439134 -0.65244283   0.91088390
#> lag1_var3 -0.85375469 0.75017806 -2.04075157   0.08476458
#> lag1_var4  0.82856514 0.73600547 -0.08333375   1.99740109
#> const      1.76190323 2.12350216 -1.57853845   3.80928988
#> exo1      -0.11566643 0.14273463 -0.28286803   0.09169487
#> exo2       0.91629519 0.13820887  0.73852951   1.10135951
#> exo3       0.15100418 0.19655686 -0.12810158   0.39140229
#> 
#> $ETH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6644084 0.2397234  -1.0082662  -0.39721431
#> lag1_var2  3.7591331 1.8295842   1.6243252   6.62509765
#> lag1_var3  5.4275254 2.4633017   2.5208119   9.07499118
#> lag1_var4 -4.3323581 2.3999853  -7.8812791  -1.50264478
#> const      7.3862586 6.9712509  -0.8664647  17.76710811
#> exo1       0.5531704 0.5929512  -0.4035234   1.29214579
#> exo2      -1.8789620 0.4270221  -2.4920083  -1.43587644
#> exo3      -0.8694219 0.5400423  -1.5539459  -0.06833089
#> 
#> $ETH$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6681648 0.2472457  -1.0657972   -0.4110886
#> lag1_var2  3.5222595 1.7274561   1.1694178    6.1591527
#> lag1_var3  4.2678446 2.3457235   1.0316763    7.7273982
#> lag1_var4 -3.1788962 2.2871176  -6.5513404   -0.0251066
#> const      8.2825712 6.8093976   0.9173846   19.1142424
#> exo1       0.4757103 0.5763486  -0.4229693    1.1942999
#> exo2      -1.2873275 0.3979665  -1.8631815   -0.7986506
#> exo3      -0.8139136 0.4329838  -1.3818302   -0.1787754
#> 
#> 
#> 
#> $FIN
#> $FIN$Sigma
#> $FIN$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009356685 0.001474029 0.0003831548   0.00309248
#> 
#> $FIN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01144504 0.01644703 -0.01973796   0.01347507
#> Sigma[2,2]  1.38723712 0.25341915  1.00849101   1.70588410
#> 
#> $FIN$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.00701597 0.0216326 -0.02553077   0.01665451
#> Sigma[3,2] -1.08915770 0.2178369 -1.39653723  -0.78127044
#> Sigma[3,3]  1.02075509 0.2654250  0.74540368   1.43980980
#> 
#> $FIN$Sigma$equation4
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0002784257 0.01256334 -0.01839885  0.006423295
#> Sigma[4,2] -0.2712950696 0.11013767 -0.45146072 -0.186340242
#> Sigma[4,3]  0.3970666452 0.17137673  0.28653473  0.694231448
#> Sigma[4,4]  0.2580175273 0.11502464  0.17637867  0.461732476
#> 
#> 
#> $FIN$A
#> $FIN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.984167489 0.03381437  0.93114451   1.02443094
#> lag1_var2 -0.058788034 0.08910259 -0.13157066   0.07867232
#> lag1_var3 -0.107591626 0.14758702 -0.22722053   0.11945116
#> lag1_var4  0.092919858 0.13894336 -0.12020251   0.20533799
#> const      1.252731589 0.45719384  0.57239128   1.78786031
#> exo1       0.003465227 0.01808096 -0.02549318   0.02173142
#> exo2      -0.029944952 0.03290635 -0.05848770   0.02459308
#> exo3       0.014919477 0.04209565 -0.03101956   0.08114546
#> 
#> $FIN$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -2.4966476  0.8203719 -3.46466218   -1.4853934
#> lag1_var2  3.8855270  2.2819235  0.82092758    7.1187991
#> lag1_var3  5.2202117  3.8148815  0.09339677   10.6174793
#> lag1_var4 -4.4504173  3.4651610 -9.28990111    0.2534819
#> const     21.1688282 17.9117110 -2.48120750   46.9555852
#> exo1      -0.5943368  0.6951050 -1.49697097    0.4600087
#> exo2       1.5910557  0.9643402  0.45152916    2.8904621
#> exo3       0.5324988  0.6087125 -0.27089347    1.3764617
#> 
#> $FIN$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   2.1378692  0.8288509   1.2423016   3.32079920
#> lag1_var2  -2.2276810  2.0838361  -5.7543778  -0.09236959
#> lag1_var3  -3.0486433  3.4885256  -8.9652300   0.47479917
#> lag1_var4   3.3570960  3.1888686   0.1534412   8.80566265
#> const     -16.1721237 13.7341116 -35.3236483  -0.50879204
#> exo1        0.7426476  0.6811898  -0.3230724   1.44180542
#> exo2       -1.3316642  0.8664699  -2.4696785  -0.17555495
#> exo3        0.2464276  0.9661682  -1.0672810   1.51426525
#> 
#> $FIN$A$equation4
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1  0.6049873 0.4868929   0.008414252    1.3229346
#> lag1_var2 -0.2274438 1.1254909  -2.205354985    0.7998789
#> lag1_var3 -0.4653441 1.8896545  -3.784354592    1.2462353
#> lag1_var4  1.2622236 1.7415962  -0.329178779    4.3212627
#> const     -4.1319577 5.5793384 -11.969196958    3.3832957
#> exo1       0.3904616 0.3691356  -0.207618582    0.7964387
#> exo2      -0.4115717 0.4699561  -1.035110405    0.2565676
#> exo3       0.6094139 0.7410032  -0.339550680    1.6139672
#> 
#> 
#> 
#> $FJI
#> $FJI$Sigma
#> $FJI$Sigma$equation1
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001035084 0.00024503 0.0007133415  0.001383147
#> 
#> $FJI$Sigma$equation2
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0001205657 0.0009965261 -0.0009207951  0.001703653
#> Sigma[2,2] 0.0307536945 0.0061719679  0.0211713254  0.039052385
#> 
#> $FJI$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1] 0.003345083 0.002745531 -0.0004275482  0.006851249
#> Sigma[3,2] 0.035539416 0.008721950  0.0241335504  0.048731802
#> Sigma[3,3] 0.400463715 0.084587650  0.3140970089  0.540644616
#> 
#> $FJI$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.003611008 0.003140319 -0.0006789376  0.007378515
#> Sigma[4,2] 0.055602791 0.010226222  0.0434840898  0.070092495
#> Sigma[4,3] 0.440510514 0.088990637  0.3540548204  0.590044423
#> Sigma[4,4] 0.494456004 0.093489205  0.4087714385  0.652324675
#> 
#> 
#> $FJI$A
#> $FJI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.957099308 0.01667016  0.93216008   0.97591887
#> lag1_var2 -0.009401499 0.04725146 -0.07707053   0.05004582
#> lag1_var3 -0.080205232 0.08608199 -0.18777425   0.04618824
#> lag1_var4  0.069138075 0.08347811 -0.05327283   0.17363572
#> const      1.453932798 0.25446824  1.13167944   1.81669260
#> exo1       0.003474542 0.02809405 -0.03001307   0.03564589
#> exo2      -0.201177134 0.03681061 -0.23746563  -0.13910051
#> exo3      -0.099887922 0.03027579 -0.13648388  -0.05902011
#> 
#> $FJI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.10586031 0.1289768 -0.09383731    0.2638968
#> lag1_var2  0.71099827 0.4347435  0.06528764    1.2068721
#> lag1_var3 -0.01127449 0.7717167 -1.17749643    0.9019911
#> lag1_var4 -0.01195638 0.7447378 -0.89889913    1.1079717
#> const      0.31820795 1.9872346 -1.87332772    3.5483840
#> exo1      -0.04230089 0.1749815 -0.27262803    0.1779056
#> exo2       0.39066154 0.1946316  0.14322194    0.6345658
#> exo3       0.05225908 0.2245544 -0.12963165    0.4251949
#> 
#> $FJI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6543086 0.6800392  -1.5202152    0.3249927
#> lag1_var2  4.5761436 2.4012001   2.0068129    8.2551353
#> lag1_var3  9.1869404 4.1687847   4.4002765   15.3383029
#> lag1_var4 -8.0370004 4.0276528 -13.9914093   -3.4336418
#> const      6.5944652 9.0200135  -5.6083092   19.7171470
#> exo1       0.6913160 0.6231468  -0.2142667    1.5261392
#> exo2      -3.2237967 0.6577702  -3.9648830   -2.2243600
#> exo3      -0.1579342 0.7960286  -1.4189704    0.7510515
#> 
#> $FJI$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.6295622  0.7640392  -1.6064276    0.4644968
#> lag1_var2  4.8218457  2.6583210   1.9940045    8.8524626
#> lag1_var3  8.9160343  4.6105800   3.5747329   15.6309257
#> lag1_var4 -7.7581501  4.4562048 -14.2603377   -2.6164994
#> const      6.4106453 10.3127201  -7.6171609   21.4328907
#> exo1       0.6969984  0.7225722  -0.3621144    1.7032206
#> exo2      -3.1580663  0.7437384  -4.0626773   -2.0482662
#> exo3      -0.1450644  0.9000761  -1.5678953    0.8887718
#> 
#> 
#> 
#> $FRA
#> $FRA$Sigma
#> $FRA$Sigma$equation1
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0008830042 0.001504994 0.000125548   0.00364439
#> 
#> $FRA$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00499058 0.002143458 -0.007875886 -0.002718117
#> Sigma[2,2]  0.45310213 0.105180983  0.307030775  0.600529437
#> 
#> $FRA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003251614 0.003108545  0.001039152  0.008035722
#> Sigma[3,2] -0.251205219 0.065228593 -0.342433786 -0.158125639
#> Sigma[3,3]  0.191754929 0.058711246  0.122978078  0.288565658
#> 
#> $FRA$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  5.178774e-04 0.002716716 -0.0009053917  0.004636311
#> Sigma[4,2] -8.152103e-05 0.033827154 -0.0500017957  0.045339877
#> Sigma[4,3]  5.734841e-02 0.033383580  0.0297394680  0.111654388
#> Sigma[4,4]  6.266717e-02 0.021317685  0.0378274332  0.096280005
#> 
#> 
#> $FRA$A
#> $FRA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.976141591 0.03928969  0.91621263   1.01206151
#> lag1_var2 -0.070601384 0.13670182 -0.21675918   0.12693571
#> lag1_var3 -0.132004517 0.25312306 -0.40535406   0.23365639
#> lag1_var4  0.119620758 0.23675840 -0.21944287   0.37713953
#> const      1.353626800 0.37549683  0.94680605   1.90485096
#> exo1       0.003087433 0.01847722 -0.02074489   0.03130007
#> exo2      -0.088928002 0.02422848 -0.12677536  -0.05884294
#> exo3       0.043987608 0.02080770  0.02148656   0.07531650
#> 
#> $FRA$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.735455025  0.5955950  -2.4300822   -0.7335404
#> lag1_var2  3.693285437  2.2347429   1.6192563    7.4944410
#> lag1_var3  5.175187338  4.0917901   1.3398543   12.1194543
#> lag1_var4 -4.427410207  3.8803488 -10.9620068   -0.5910160
#> const      9.414742036 10.4842546  -4.1907201   22.0570429
#> exo1      -0.776106774  0.5374877  -1.3463627   -0.0198357
#> exo2       0.181381239  0.6348384  -0.9176605    0.7463279
#> exo3       0.001118716  0.6875616  -1.0098782    0.7935616
#> 
#> $FRA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.78110859 0.3422791   0.3278805    1.2450441
#> lag1_var2 -0.52801524 1.6016778  -3.4313417    0.6764026
#> lag1_var3 -0.02659863 2.9617730  -5.3740632    2.2210866
#> lag1_var4  0.61022577 2.8368949  -1.6274792    5.6899093
#> const      0.61094939 4.8719207  -4.7153671    7.5934591
#> exo1       0.38932921 0.4425765  -0.2216603    0.9597610
#> exo2      -0.88637640 0.3738742  -1.4506405   -0.4591082
#> exo3       0.78695452 0.4619870   0.2175334    1.3520052
#> 
#> $FRA$A$equation4
#>                  mean        sd 5% quantile  95% quantile
#> lag1_var1 -0.20950909 0.1861229  -0.5041928  0.0005230017
#> lag1_var2  1.20552411 0.7574051   0.2957815  2.3905356867
#> lag1_var3  2.29057581 1.3978301   0.5847889  4.4636227104
#> lag1_var4 -1.27279061 1.3258475  -3.2986421  0.3769125257
#> const      5.63437021 3.4216445   2.4523117 10.9839988590
#> exo1      -0.05315365 0.2146760  -0.3363576  0.2354664126
#> exo2      -0.86068023 0.3544572  -1.3837187 -0.3924240258
#> exo3       0.85533982 0.3559028   0.3620499  1.3486350411
#> 
#> 
#> 
#> $GAB
#> $GAB$Sigma
#> $GAB$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008960182 0.0001490665 0.0007281767   0.00111889
#> 
#> $GAB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006234891 0.002393577 -0.00925809 -0.002596704
#> Sigma[2,2]  0.275418081 0.057661557  0.21081966  0.365659081
#> 
#> $GAB$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0009783722 0.001801667 -0.001198606  0.003362235
#> Sigma[3,2] -0.1424422833 0.036158724 -0.191802977 -0.097883862
#> Sigma[3,3]  0.1489719754 0.036168190  0.100812059  0.205063752
#> 
#> $GAB$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002564647 0.001684965 -0.004989648 -0.0002967553
#> Sigma[4,2] -0.011204600 0.034270338 -0.067463693  0.0261078927
#> Sigma[4,3]  0.100352639 0.029048493  0.060902453  0.1406719733
#> Sigma[4,4]  0.119319234 0.020750628  0.092303933  0.1486097017
#> 
#> 
#> $GAB$A
#> $GAB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91064004 0.05826170  0.83017132  0.973839871
#> lag1_var2  0.03468365 0.04240831 -0.02539213  0.087164721
#> lag1_var3  0.02402358 0.08194882 -0.09333499  0.123176416
#> lag1_var4 -0.02456471 0.06050210 -0.09470487  0.065949978
#> const      1.68968890 0.37317465  1.13762893  2.189363792
#> exo1      -0.05214888 0.02568276 -0.08541104 -0.014247359
#> exo2      -0.05113090 0.03121122 -0.08207082 -0.003939581
#> exo3      -0.03783806 0.03688481 -0.07893402  0.013335325
#> 
#> $GAB$A$equation2
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1  0.4914433 0.3844379  -0.163830706   0.87040224
#> lag1_var2 -0.5738927 0.4506229  -1.145598367   0.01129386
#> lag1_var3 -2.0885279 0.8005531  -3.054875613  -1.03598472
#> lag1_var4  2.1987444 0.6391481   1.358268924   2.99761985
#> const     -6.5268037 5.3623434 -14.282190582   1.14200982
#> exo1       0.9099429 0.5228806   0.228320437   1.63192866
#> exo2       0.4769369 0.4208709   0.009046508   1.13374742
#> exo3       2.0703654 0.6706939   1.209682044   3.10023710
#> 
#> $GAB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3584590 0.5827801  -0.5329041   1.01012393
#> lag1_var2  1.1645489 0.3116247   0.6934911   1.51494693
#> lag1_var3  2.1475960 0.6404100   1.2019483   2.87270695
#> lag1_var4 -1.5820028 0.4653513  -2.0188651  -0.87877917
#> const      1.9248463 5.1252275  -3.5733903  10.51878782
#> exo1      -0.4789145 0.4124543  -1.0655778   0.03671594
#> exo2      -2.7622825 0.4334798  -3.4673302  -2.28625314
#> exo3      -2.0022027 0.6756054  -2.8779525  -1.03159047
#> 
#> $GAB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.73153833 0.6351901  -0.2719506    1.3524597
#> lag1_var2  0.57444479 0.4113222   0.1640650    1.2572467
#> lag1_var3  0.31319266 0.8246247  -0.5700518    1.6784716
#> lag1_var4  0.23737510 0.5975343  -0.7270103    0.9160493
#> const     -2.56031908 4.2040290  -7.3751080    4.5729393
#> exo1      -0.05566438 0.3722929  -0.6182402    0.4177506
#> exo2      -3.18119748 0.3289866  -3.6798143   -2.7791793
#> exo3      -1.24714584 0.6341838  -2.0049955   -0.2731990
#> 
#> 
#> 
#> $GBR
#> $GBR$Sigma
#> $GBR$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00042751 0.0001961522 0.0002331785 0.0007431891
#> 
#> $GBR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007970232 0.003234191  -0.0120950 -0.003390048
#> Sigma[2,2]  0.503804620 0.115745134   0.3691025  0.634615585
#> 
#> $GBR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005371882 0.002382301  0.001760885  0.008085111
#> Sigma[3,2] -0.323651432 0.063820211 -0.400924317 -0.232842992
#> Sigma[3,3]  0.253316002 0.039614688  0.189963776  0.299196515
#> 
#> $GBR$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0004620027 0.0006271409 -0.0005250831  0.001227653
#> Sigma[4,2] -0.0150439530 0.0269534146 -0.0503667012  0.023142585
#> Sigma[4,3]  0.0577821891 0.0182904549  0.0375206807  0.082675173
#> Sigma[4,4]  0.0515329122 0.0117486033  0.0383247944  0.069635094
#> 
#> 
#> $GBR$A
#> $GBR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.976409727 0.03352704  0.92520401  1.013680908
#> lag1_var2 -0.014467835 0.06865616 -0.09889852  0.089030994
#> lag1_var3 -0.020761089 0.11441519 -0.16198254  0.151520770
#> lag1_var4  0.009044318 0.10732200 -0.14724673  0.140201627
#> const      1.427701375 0.29009149  1.05404619  1.817490067
#> exo1      -0.024691148 0.01271794 -0.03944687 -0.006721913
#> exo2      -0.120125871 0.02340189 -0.15420309 -0.088207115
#> exo3       0.069643308 0.02058748  0.04642502  0.103377310
#> 
#> $GBR$A$equation2
#>                 mean         sd   5% quantile 95% quantile
#> lag1_var1 -0.1776224  0.8671808  -1.282492620     1.103611
#> lag1_var2 -0.3782841  2.2082707  -3.811470739     1.876944
#> lag1_var3 -2.1085126  3.6855044  -7.892308467     1.674903
#> lag1_var4  2.1978828  3.4545667  -1.403872028     7.551025
#> const     -0.2022290 11.0768220 -13.237771926    16.501869
#> exo1       0.5825353  0.4811386   0.005335118     1.294041
#> exo2       1.0820274  0.4526702   0.520574004     1.733153
#> exo3       0.3606344  0.7185794  -0.480286121     1.421661
#> 
#> $GBR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4711641 0.7079223  -0.5193650   1.41060013
#> lag1_var2  1.0073244 1.5356084  -0.8901032   3.12867980
#> lag1_var3  2.6181772 2.5578445  -0.5516227   6.20717337
#> lag1_var4 -1.8390990 2.3708017  -5.1335193   1.00828974
#> const      0.2768378 7.7779242 -10.7486260   8.76955391
#> exo1      -0.2226179 0.2784691  -0.6627592   0.09933522
#> exo2      -0.8451611 0.3194107  -1.3409237  -0.51680674
#> exo3      -0.6994771 0.4605897  -1.3668976  -0.12568779
#> 
#> $GBR$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3906421 0.24328409  0.09732893   0.75455931
#> lag1_var2  0.3321047 0.44205535 -0.31819536   0.83323768
#> lag1_var3  0.6061280 0.72789473 -0.46748955   1.43097537
#> lag1_var4  0.2292575 0.66986713 -0.54652405   1.16032260
#> const     -0.7323118 1.90941748 -3.29834767   1.90361597
#> exo1       0.1464592 0.08800494  0.02536653   0.27572704
#> exo2      -0.1854686 0.15027363 -0.35751455   0.03877404
#> exo3      -0.4974348 0.24890493 -0.84321616  -0.13623633
#> 
#> 
#> 
#> $GEO
#> $GEO$Sigma
#> $GEO$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00905789 0.002097562 0.006835166   0.01253278
#> 
#> $GEO$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] 0.01340855 0.03488867 -0.02559787   0.06442243
#> Sigma[2,2] 1.98811595 0.32223883  1.45538680   2.31576822
#> 
#> $GEO$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.03595709 0.02722448 -0.07468997 -0.003557169
#> Sigma[3,2] -1.28909823 0.25284762 -1.64752524 -0.971700277
#> Sigma[3,3]  1.31798765 0.27634077  0.93191686  1.695212866
#> 
#> $GEO$Sigma$equation4
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0262003 0.02008625 -0.05575409 0.0006195726
#> Sigma[4,2]  0.1545188 0.21956366 -0.20055013 0.4056820558
#> Sigma[4,3]  0.4124506 0.15797275  0.19494729 0.6244528899
#> Sigma[4,4]  0.5615664 0.10905126  0.42399528 0.7224125042
#> 
#> 
#> $GEO$A
#> $GEO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99225898 0.04441265  0.92989236   1.05660166
#> lag1_var2 -0.19442323 0.08908372 -0.32101327  -0.07060062
#> lag1_var3 -0.29406480 0.12502361 -0.46919636  -0.11683319
#> lag1_var4  0.26146639 0.11524008  0.09538587   0.42168116
#> const      2.37495463 0.99601686  0.72732298   3.41979209
#> exo1      -0.03876683 0.11450796 -0.20657034   0.11597386
#> exo2      -0.09369035 0.08681964 -0.19688621   0.02266004
#> exo3       0.04886252 0.10422812 -0.06548122   0.20422087
#> 
#> $GEO$A$equation2
#>                 mean         sd   5% quantile 95% quantile
#> lag1_var1 -0.8277566  0.8413859  -1.898892896    0.2463363
#> lag1_var2  2.5537674  1.2441030   0.899780011    4.2033902
#> lag1_var3  2.3790491  1.7767674   0.001516376    4.7100155
#> lag1_var4 -2.1067740  1.6348564  -4.234617323    0.1012242
#> const      1.3260301 17.6684161 -25.729625820   16.8297798
#> exo1       3.6830580  1.4144307   2.076743027    5.6461367
#> exo2       0.1408103  1.1990685  -1.752469009    1.4750659
#> exo3      -0.2368219  1.6316727  -2.460159166    2.2535054
#> 
#> $GEO$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.46798058  0.6966501  -0.3692305    1.4690640
#> lag1_var2 -0.18199914  1.2245072  -1.7283412    1.5371726
#> lag1_var3  0.73985949  1.7477013  -1.4443859    3.2073379
#> lag1_var4  0.11577245  1.5970002  -2.1163411    2.0864354
#> const     -1.05415993 14.6604285 -16.4227174   21.5087189
#> exo1      -2.28977404  1.2844515  -4.5502319   -1.0704750
#> exo2      -0.04038863  1.0837468  -1.2501735    1.3972138
#> exo3      -2.31483921  1.2001092  -3.6880783   -0.5179456
#> 
#> $GEO$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.18185352 0.3755420  -0.6986505    0.2641109
#> lag1_var2  1.20412959 0.6349984   0.3981883    2.0004634
#> lag1_var3  1.85971736 0.9109983   0.6854663    2.9719690
#> lag1_var4 -0.78002875 0.8449002  -1.7871338    0.3054070
#> const     -0.65745579 8.5395703 -10.3849311   12.9730429
#> exo1       0.22292047 0.8720526  -0.7787865    1.5814403
#> exo2      -0.01438965 0.4561696  -0.6129718    0.5878373
#> exo3      -2.78320637 1.0337730  -4.3795658   -1.7063405
#> 
#> 
#> 
#> $GHA
#> $GHA$Sigma
#> $GHA$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006849862 0.000246197 0.0004647327  0.001084922
#> 
#> $GHA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01532539 0.005042272 -0.02402466  -0.01047798
#> Sigma[2,2]  0.80462254 0.198255344  0.62486081   1.14296747
#> 
#> $GHA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01040466 0.00394822  0.00596051   0.01718038
#> Sigma[3,2] -0.61170708 0.17692479 -0.88227892  -0.39908336
#> Sigma[3,3]  0.63992663 0.16691626  0.41493355   0.86547640
#> 
#> $GHA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.000571837 0.001926516 -0.002613182  0.002181363
#> Sigma[4,2] -0.039964180 0.088377110 -0.134275232  0.103321953
#> Sigma[4,3]  0.212405567 0.061830839  0.120604999  0.289373243
#> Sigma[4,4]  0.191727369 0.029847199  0.147245384  0.225799669
#> 
#> 
#> $GHA$A
#> $GHA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.993065330 0.01984400  0.96420858   1.01732292
#> lag1_var2 -0.129946333 0.05417096 -0.20918311  -0.05668588
#> lag1_var3 -0.176766332 0.07573520 -0.28694073  -0.07331612
#> lag1_var4  0.171239473 0.07393630  0.07024728   0.27895014
#> const      0.630435123 0.50001167  0.01420076   1.34160309
#> exo1       0.042336869 0.02033913  0.01829192   0.07352538
#> exo2      -0.053390863 0.02466540 -0.08419836  -0.01464381
#> exo3      -0.005081484 0.01777800 -0.02861110   0.02212873
#> 
#> $GHA$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.27376952  0.5913883   -1.012752    0.6003573
#> lag1_var2 -0.49813429  2.6826325   -4.576882    2.4664590
#> lag1_var3 -1.82852416  3.7974409   -7.594871    2.3710552
#> lag1_var4  1.84043320  3.7189262   -2.235090    7.5284781
#> const      6.85108111 12.7314566   -8.177223   26.6585137
#> exo1      -0.79734336  1.0831495   -2.136781    0.6800726
#> exo2       0.17962694  0.7514211   -0.690902    1.2914286
#> exo3       0.09610224  0.8017971   -1.186170    0.8824058
#> 
#> $GHA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1168414 0.4312136  -0.4760875    0.7050448
#> lag1_var2 -0.7917549 2.5081848  -4.4070923    2.7239097
#> lag1_var3 -0.3411671 3.5129476  -5.3972639    4.5677230
#> lag1_var4  1.2885344 3.4378295  -3.5531526    6.2337357
#> const     -0.3939662 8.3861901 -11.8900572   10.5333395
#> exo1       0.9478103 0.9221071  -0.2210938    2.2902821
#> exo2      -1.4224922 0.8174517  -2.6909160   -0.4319741
#> exo3      -0.3209084 0.7156588  -1.0616226    0.8933306
#> 
#> $GHA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1034775 0.1927306  -0.3434517    0.1716003
#> lag1_var2 -1.6051022 1.1316093  -3.3845568   -0.2346480
#> lag1_var3 -2.2921005 1.5190268  -4.6994920   -0.4966560
#> lag1_var4  3.2574700 1.4981368   1.4897028    5.6288938
#> const      4.3957510 3.2130093   0.3979694    8.5866592
#> exo1       0.3902320 0.4208433  -0.1758230    0.9243354
#> exo2      -1.3389187 0.5495419  -1.9296300   -0.5192294
#> exo3      -0.2679034 0.3686075  -0.7768011    0.2528430
#> 
#> 
#> 
#> $GIN
#> $GIN$Sigma
#> $GIN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003824053 0.0001208176 0.0002449174 0.0005871796
#> 
#> $GIN$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.000556790 0.0003987308 -0.001216457 -0.0002397477
#> Sigma[2,2]  0.008402039 0.0014520533  0.006497898  0.0104266400
#> 
#> $GIN$Sigma$equation3
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0008869695 0.001109401 -0.0008055586  0.002286554
#> Sigma[3,2] -0.0177006215 0.004365976 -0.0234078676 -0.010991856
#> Sigma[3,3]  0.0984632193 0.014366817  0.0764102160  0.116610459
#> 
#> $GIN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.000566216 0.001006795 -0.001077671  0.001662932
#> Sigma[4,2] -0.013639249 0.003943343 -0.018601016 -0.007760250
#> Sigma[4,3]  0.092535755 0.013409031  0.073407538  0.111613912
#> Sigma[4,4]  0.088719073 0.012823330  0.072146066  0.108736279
#> 
#> 
#> $GIN$A
#> $GIN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.963673050 0.01018147  0.94892898  0.974435408
#> lag1_var2 -0.022974501 0.04526585 -0.08033231  0.045436019
#> lag1_var3 -0.036886805 0.07997477 -0.14274469  0.068800392
#> lag1_var4  0.028951274 0.07668471 -0.07143089  0.130810926
#> const      1.348608374 0.24771302  1.01172301  1.723353015
#> exo1       0.000993376 0.01876880 -0.02716945  0.024400005
#> exo2      -0.023917993 0.01533161 -0.04646545 -0.006750284
#> exo3      -0.006943162 0.02289114 -0.03755684  0.018513848
#> 
#> $GIN$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.28137482 0.07696747   0.1604577    0.3657121
#> lag1_var2 -0.23647367 0.27750011  -0.5159326    0.2283357
#> lag1_var3 -1.29230913 0.44850620  -1.7895122   -0.6267573
#> lag1_var4  1.23791167 0.43319772   0.5955361    1.7211683
#> const     -0.88035714 0.73958173  -1.6973739    0.2515474
#> exo1       0.03445118 0.09038230  -0.1098687    0.1352995
#> exo2       0.93421791 0.09042058   0.8013336    1.0412830
#> exo3       0.35548344 0.14988611   0.1550502    0.5620188
#> 
#> $GIN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8060699 0.2698240  -1.1387669  -0.43453645
#> lag1_var2  3.1444466 1.3688068   1.3944529   4.56980437
#> lag1_var3  5.9573796 2.1573808   2.7248079   8.32101499
#> lag1_var4 -4.7569562 2.0793372  -7.0414589  -1.63477163
#> const      5.0244144 2.5510574   2.2114295   8.79770959
#> exo1      -0.2724095 0.3043126  -0.7112726   0.05956259
#> exo2      -0.4994490 0.3037905  -0.9593459  -0.14053877
#> exo3       0.1786968 0.4926211  -0.4631838   0.81546192
#> 
#> $GIN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.68528308 0.2583098  -0.9900913  -0.32456950
#> lag1_var2  2.75661960 1.3641567   0.9972316   4.22097765
#> lag1_var3  4.75896225 2.2017345   1.4208724   7.12260490
#> lag1_var4 -3.56604552 2.1215174  -5.8498588  -0.34323037
#> const      4.01644073 2.5134343   0.7408945   7.52311903
#> exo1      -0.26689787 0.2946042  -0.7020768   0.06863672
#> exo2      -0.01478482 0.3010307  -0.4522061   0.31292040
#> exo3       0.38706663 0.4455257  -0.2037554   0.97899079
#> 
#> 
#> 
#> $GMB
#> $GMB$Sigma
#> $GMB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001245857 0.0004115595 0.0007811095   0.00183942
#> 
#> $GMB$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.007466344 0.005075806 -0.01463342 -0.0009393447
#> Sigma[2,2]  0.410018003 0.110070518  0.29485526  0.5926563320
#> 
#> $GMB$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00438123 0.00266697  0.001001022  0.008289938
#> Sigma[3,2] -0.19690305 0.05121984 -0.276795902 -0.139221257
#> Sigma[3,3]  0.09797253 0.02388363  0.069348789  0.132183790
#> 
#> $GMB$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0009495392 0.0003637008  0.0005668179  0.001557059
#> Sigma[4,2] -0.0033625766 0.0061140354 -0.0115298264  0.005045887
#> Sigma[4,3]  0.0052572493 0.0030315718  0.0007665173  0.009282505
#> Sigma[4,4]  0.0039856345 0.0005460731  0.0031044175  0.004673336
#> 
#> 
#> $GMB$A
#> $GMB$A$equation1
#>                   mean         sd 5% quantile  95% quantile
#> lag1_var1  0.957657912 0.02531281  0.92224165  0.9901706696
#> lag1_var2  0.049269695 0.05203664 -0.01449680  0.1288047777
#> lag1_var3  0.115706491 0.10993596 -0.01725397  0.2860978723
#> lag1_var4 -0.129879545 0.10351554 -0.28692749 -0.0003440543
#> const      1.654670368 0.38788047  1.22812818  2.2051188360
#> exo1       0.018718828 0.03244311 -0.02349676  0.0659985230
#> exo2      -0.055752928 0.02937111 -0.09486838 -0.0161333915
#> exo3      -0.005109716 0.02983303 -0.04540735  0.0366495475
#> 
#> $GMB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.23886455 0.4385812  -0.3277743    0.8143331
#> lag1_var2 -2.42775271 1.1095797  -3.8370353   -1.1236668
#> lag1_var3 -6.95469805 2.3640783  -9.9615078   -4.0929320
#> lag1_var4  7.01751755 2.2768985   4.2200854    9.8861168
#> const     -7.50188648 7.7431415 -17.7857713    3.1982751
#> exo1      -0.03856557 0.7821464  -0.9928721    1.0328225
#> exo2       1.04286210 0.5700574   0.3244468    1.8522609
#> exo3       0.30079538 0.6772993  -0.6269891    1.1758143
#> 
#> $GMB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.18624398 0.2008080  -0.4618109   0.07184098
#> lag1_var2  1.98448991 0.5155079   1.3475179   2.61091027
#> lag1_var3  5.04409012 1.1100449   3.6412487   6.40933531
#> lag1_var4 -4.07322372 1.0562117  -5.3676545  -2.70585259
#> const      5.03399414 4.3081179  -0.5151339  10.98546351
#> exo1       0.01264402 0.3947994  -0.5202719   0.55625411
#> exo2      -0.55040669 0.2525015  -0.9266314  -0.22794375
#> exo3      -0.18041859 0.3473301  -0.6381580   0.28521302
#> 
#> $GMB$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.096096863 0.03643186 -0.14542419  -0.04285157
#> lag1_var2  0.602509242 0.09333644  0.47174962   0.72557667
#> lag1_var3  1.252025995 0.20773791  0.95897026   1.53056145
#> lag1_var4 -0.231489213 0.18804790 -0.48048326   0.03130514
#> const      1.001182974 0.87548153 -0.12807212   2.22709170
#> exo1      -0.007751184 0.07641385 -0.09335078   0.11153705
#> exo2      -0.049756886 0.06728368 -0.12773884   0.04161393
#> exo3      -0.037258057 0.04695325 -0.09185678   0.02035159
#> 
#> 
#> 
#> $GNB
#> $GNB$Sigma
#> $GNB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003826268 0.0007508241 0.002954976  0.004986122
#> 
#> $GNB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004897881 0.001839484 -0.007799041 -0.002740971
#> Sigma[2,2]  0.025557729 0.006020897  0.019099281  0.034792968
#> 
#> $GNB$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.004072655 0.002457414  0.00180992  0.008041379
#> Sigma[3,2] -0.017473815 0.008457705 -0.03078666 -0.009221835
#> Sigma[3,3]  0.073260023 0.018698088  0.05035472  0.098588112
#> 
#> $GNB$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0009627422 0.002320158 -0.001191409  0.004903965
#> Sigma[4,2] -0.0013530718 0.006990307 -0.013246880  0.005595853
#> Sigma[4,3]  0.0638151736 0.017357468  0.044822246  0.088501407
#> Sigma[4,4]  0.0645921226 0.017280214  0.047833859  0.091460117
#> 
#> 
#> $GNB$A
#> $GNB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99160309 0.03443415  0.94832013   1.03663937
#> lag1_var2 -0.11699997 0.25422761 -0.54730898   0.10054404
#> lag1_var3 -0.25056069 0.47054446 -1.03827725   0.22845663
#> lag1_var4  0.22913843 0.47112840 -0.24018627   1.02336979
#> const      1.43821273 0.83158120  0.53603828   2.81516646
#> exo1       0.01299948 0.05422594 -0.05669511   0.09872366
#> exo2      -0.03578664 0.07327147 -0.13847651   0.07489192
#> exo3       0.03653716 0.05370655 -0.03869021   0.10472525
#> 
#> $GNB$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.20840862 0.09314593 -0.31468067  -0.05797956
#> lag1_var2  0.80381173 0.59575720  0.09442235   1.61984053
#> lag1_var3  0.29560545 1.01497830 -0.90247428   1.57684879
#> lag1_var4 -0.24263744 0.99216035 -1.51130635   0.92410120
#> const      2.06779745 2.07328928  0.22548963   5.33016888
#> exo1       0.04385914 0.14360587 -0.15603134   0.21928634
#> exo2       0.43661669 0.25353901  0.02447873   0.70869134
#> exo3       0.21196822 0.17496281 -0.06550058   0.42841462
#> 
#> $GNB$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.225904926 0.1594470  0.01635854    0.4089738
#> lag1_var2  0.117266240 1.0082825 -1.55163312    1.0925038
#> lag1_var3  0.669787057 1.7882861 -2.01113697    2.6246893
#> lag1_var4  0.268512008 1.7434927 -1.59844708    2.8992843
#> const     -1.751272434 2.2275947 -4.63511574    1.1664677
#> exo1      -0.003580149 0.1986617 -0.32638310    0.2232399
#> exo2      -0.030498219 0.3837346 -0.49787030    0.5321422
#> exo3       0.871983679 0.1930660  0.68175933    1.1954860
#> 
#> $GNB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09455926 0.1289018 -0.08557011    0.2437125
#> lag1_var2  0.24108683 0.7470877 -0.95135426    1.1485619
#> lag1_var3  0.24255653 1.3217067 -1.75850011    1.6405534
#> lag1_var4  0.73923903 1.2928323 -0.58684046    2.7133959
#> const     -1.09721192 2.4787318 -4.09831185    2.2726027
#> exo1       0.02450476 0.2047097 -0.27686713    0.2764475
#> exo2       0.24984420 0.3036954 -0.12306345    0.6817664
#> exo3       1.03799422 0.2278242  0.77398319    1.3493060
#> 
#> 
#> 
#> $GNQ
#> $GNQ$Sigma
#> $GNQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.02622712 0.004129975  0.02173749   0.03249004
#> 
#> $GNQ$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001656566 0.001440193 -0.003919349 -0.0001238187
#> Sigma[2,2]  0.005654212 0.001107221  0.004437305  0.0075168263
#> 
#> $GNQ$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01180806 0.01121912 -0.02621946  0.003019163
#> Sigma[3,2] -0.01722253 0.00417615 -0.02220160 -0.011181911
#> Sigma[3,3]  0.23192422 0.05777414  0.16432297  0.302349525
#> 
#> $GNQ$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01387750 0.011716019 -0.02891591  0.001905738
#> Sigma[4,2] -0.01514811 0.004146789 -0.02016519 -0.008852453
#> Sigma[4,3]  0.24158791 0.062137798  0.16945884  0.319351139
#> Sigma[4,4]  0.25346629 0.066910183  0.17506308  0.338977100
#> 
#> 
#> $GNQ$A
#> $GNQ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91450949 0.01842799   0.8960451   0.94184173
#> lag1_var2 -0.04783163 0.31741059  -0.6115774   0.24624729
#> lag1_var3 -0.08859312 0.54373266  -1.0155053   0.45254401
#> lag1_var4  0.09397789 0.51052936  -0.4206399   0.95965068
#> const      1.65772774 2.42505748  -0.6285192   5.52399785
#> exo1       0.03424688 0.25302239  -0.2747958   0.38528393
#> exo2      -0.16386006 0.13095131  -0.3495905  -0.01124542
#> exo3      -0.02282024 0.09667881  -0.1596306   0.09473692
#> 
#> $GNQ$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.05882912 0.01732679   0.0282688   0.07729766
#> lag1_var2  0.46294339 0.15876393   0.2203568   0.69236374
#> lag1_var3 -0.34305601 0.22610331  -0.7309173  -0.12540391
#> lag1_var4  0.35663658 0.21861959   0.1356885   0.72982798
#> const      0.41435325 0.69179781  -0.4826510   1.39326784
#> exo1      -0.02011507 0.06920408  -0.1022362   0.05878627
#> exo2       0.69035861 0.05704946   0.6043571   0.75370514
#> exo3       0.54958462 0.06709033   0.4609772   0.64541706
#> 
#> $GNQ$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.3428896 0.08499888  -0.4330163   -0.2092209
#> lag1_var2  3.3431653 0.81902756   1.9379414    4.3169576
#> lag1_var3  4.7370451 1.01192526   3.0020248    5.8456826
#> lag1_var4 -3.7932725 1.00082921  -4.9236847   -2.0861287
#> const      2.8671348 3.94256992  -3.0808311    8.2895389
#> exo1      -0.3314519 0.66597509  -1.0702522    0.5826881
#> exo2      -4.0549528 0.61740428  -5.0942254   -3.3941033
#> exo3      -1.6974494 0.74327267  -2.8077949   -0.7730005
#> 
#> $GNQ$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.3355305 0.08486552  -0.4265093   -0.2006948
#> lag1_var2  3.4242423 0.83858573   1.9770836    4.4112944
#> lag1_var3  4.0651507 1.03389340   2.2563642    5.1232126
#> lag1_var4 -3.1024963 1.02266996  -4.1879323   -1.3218235
#> const      2.4850974 4.36391682  -3.7772423    8.8104867
#> exo1      -0.3748964 0.70146811  -1.1305833    0.6244310
#> exo2      -3.9748524 0.64942422  -5.0796113   -3.3068520
#> exo3      -1.5036268 0.79304054  -2.6842383   -0.5353846
#> 
#> 
#> 
#> $GRC
#> $GRC$Sigma
#> $GRC$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001422811 0.0004068975 0.000892399  0.002027032
#> 
#> $GRC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05483793 0.01915996 -0.08525281  -0.03396792
#> Sigma[2,2]  3.15037411 0.99788802  2.12587855   4.54611866
#> 
#> $GRC$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03150859 0.009534751  0.01910559   0.04559574
#> Sigma[3,2] -1.69705901 0.474094930 -2.30979093  -1.20991122
#> Sigma[3,3]  1.02455217 0.243721554  0.74238209   1.36125322
#> 
#> $GRC$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00353574 0.004364225 -0.002807474  0.009287005
#> Sigma[4,2] -0.07602697 0.160155033 -0.250535015  0.177976615
#> Sigma[4,3]  0.16604923 0.093411512  0.023415145  0.291268789
#> Sigma[4,4]  0.14406194 0.027889757  0.109321833  0.185550109
#> 
#> 
#> $GRC$A
#> $GRC$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.92511683 0.04004252  0.862275452   0.97485004
#> lag1_var2  0.09805809 0.06972870  0.027205394   0.21382653
#> lag1_var3  0.19256074 0.13607876  0.053427179   0.41812060
#> lag1_var4 -0.18595726 0.12109388 -0.384427117  -0.05857533
#> const      1.63012287 0.59549258  1.140102722   2.62573261
#> exo1       0.01556460 0.02062470 -0.004482861   0.05107599
#> exo2      -0.10049460 0.03949795 -0.151158564  -0.04182907
#> exo3       0.04478319 0.03619622 -0.009758873   0.08657847
#> 
#> $GRC$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   1.9325666  1.790345  -0.08121961    4.6569896
#> lag1_var2  -8.2444504  3.429003 -13.51682112   -4.4713171
#> lag1_var3 -17.8034983  6.683333 -28.04173354  -10.4347197
#> lag1_var4  16.9048796  5.853541  10.35806867   25.7749617
#> const      -2.4376106 22.235053 -34.86733144   21.4209011
#> exo1       -2.6444155  1.540954  -4.88931177   -0.7537887
#> exo2       -0.3989787  1.427164  -2.05019131    1.5184549
#> exo3        1.1611118  1.454397  -0.77049054    3.3331775
#> 
#> $GRC$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  -0.6928380  0.9800004  -2.0849321   0.61076790
#> lag1_var2   5.4177256  1.8790524   2.9960247   8.10773493
#> lag1_var3  11.4865449  3.6588990   6.7683242  16.71052882
#> lag1_var4 -10.1536842  3.2466897 -14.7072494  -5.89584041
#> const       0.3932134 13.2026228 -12.4478147  20.12962613
#> exo1        1.4554146  0.6695822   0.5838263   2.31781348
#> exo2       -0.4652531  1.1150520  -1.7663131   1.06682309
#> exo3       -0.7034823  0.7371239  -1.8608330   0.09371419
#> 
#> $GRC$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.31523046 0.2675574 -0.07319176   0.61282117
#> lag1_var2  0.85634331 0.5944009 -0.08142360   1.40374159
#> lag1_var3  1.71363179 1.1432279 -0.08980456   2.75977967
#> lag1_var4 -0.82754023 1.0557602 -1.79815888   0.81361096
#> const     -1.95942336 3.3073372 -6.56359780   2.15684416
#> exo1       0.08695889 0.4888675 -0.71309342   0.64015809
#> exo2      -0.78683651 0.5464744 -1.48744354  -0.03002474
#> exo3      -0.09811371 0.4368089 -0.65962254   0.49383220
#> 
#> 
#> 
#> $GTM
#> $GTM$Sigma
#> $GTM$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001213394 0.003282384 0.0001154095   0.00597968
#> 
#> $GTM$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.000190644 0.003371918 -0.001736907  0.005307467
#> Sigma[2,2] 0.068830249 0.011928091  0.054044083  0.087601191
#> 
#> $GTM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01024403 0.03145274  -0.0563873  0.003824702
#> Sigma[3,2] -0.17939358 0.07404142  -0.2992084 -0.096595133
#> Sigma[3,3]  1.91507984 0.68820440   1.3017360  3.155424694
#> 
#> $GTM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01038771 0.03008767 -0.05458531  0.002786834
#> Sigma[4,2] -0.14066973 0.07127132 -0.25701684 -0.061146056
#> Sigma[4,3]  1.85714482 0.66933733  1.24455064  3.057327556
#> Sigma[4,4]  1.82238795 0.65198124  1.21056811  2.983776980
#> 
#> 
#> $GTM$A
#> $GTM$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.97254412 0.01503223  0.9561404090  0.997860981
#> lag1_var2 -0.10514685 0.05890582 -0.1885549873 -0.037104749
#> lag1_var3 -0.17067274 0.10350013 -0.3112001219 -0.041422858
#> lag1_var4  0.16337479 0.10269356  0.0339438904  0.301919329
#> const      1.16544098 0.37412168  0.5824072973  1.568142640
#> exo1      -0.01261729 0.01742268 -0.0396763944  0.004738971
#> exo2      -0.05594645 0.01800254 -0.0760969739 -0.028905420
#> exo3       0.03482691 0.02490292  0.0004045432  0.067403981
#> 
#> $GTM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.18361719 0.1219261  0.05074468    0.3787001
#> lag1_var2 -0.15531694 1.0251025 -1.49696466    1.4003452
#> lag1_var3 -1.39727850 1.6557062 -3.57295350    1.1636591
#> lag1_var4  1.38106608 1.6210638 -1.12101712    3.5196069
#> const     -2.75606683 2.5970506 -6.85523038    0.3367051
#> exo1       0.08142523 0.1995633 -0.17299728    0.3669114
#> exo2       0.53301355 0.1611196  0.32759058    0.7175978
#> exo3      -0.57720257 0.1638650 -0.78906954   -0.3581547
#> 
#> $GTM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  -1.5250088  0.7076934   -2.518014   -0.5961345
#> lag1_var2   9.5247799  5.8167022    1.253721   16.9944821
#> lag1_var3  16.3220542  9.5449987    3.419334   28.5237908
#> lag1_var4 -15.1959160  9.3884693  -27.171829   -2.4889035
#> const      29.3906844 13.7884827   18.697147   51.8224601
#> exo1       -0.5122611  1.0689883   -2.156460    0.8793249
#> exo2       -1.0934889  1.5401397   -3.408850    1.0079257
#> exo3        3.7784073  1.1022750    2.632830    5.3877042
#> 
#> $GTM$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  -1.4442492  0.6752233   -2.360573   -0.5445726
#> lag1_var2   9.2737361  5.5595664    1.759111   16.8301875
#> lag1_var3  15.2034458  9.1284126    3.393523   27.5432925
#> lag1_var4 -14.0750987  8.9810173  -26.188385   -2.4603010
#> const      27.7228294 13.8396408   14.723507   49.7188894
#> exo1       -0.4739805  1.0424392   -2.133740    0.8039536
#> exo2       -0.7987903  1.5554317   -3.105070    1.3004742
#> exo3        3.5126526  1.0702669    2.322371    5.0547317
#> 
#> 
#> 
#> $GUM
#> $GUM$Sigma
#> $GUM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002552776 7.150712e-05 0.0001856674 0.0003739176
#> 
#> $GUM$Sigma$equation2
#>                    mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003044894 0.0056858 -0.01178056  0.002896453
#> Sigma[2,2]  2.718656985 0.5262299  1.93536164  3.356188894
#> 
#> $GUM$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.00194112 0.004399427 -0.00341712    0.0083749
#> Sigma[3,2] -1.57233662 0.390725758 -1.99508338   -0.9769647
#> Sigma[3,3]  1.92543924 0.408771642  1.42184438    2.3786230
#> 
#> $GUM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0002231576 0.001605282 -0.002303136  0.001918474
#> Sigma[4,2] 0.2250241400 0.156603779  0.039778103  0.451001958
#> Sigma[4,3] 0.9828698151 0.202848197  0.689712977  1.240715618
#> Sigma[4,4] 1.2412612661 0.173670407  0.991923717  1.396966703
#> 
#> 
#> $GUM$A
#> $GUM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.935581319 0.01564590  0.91841155   0.96096627
#> lag1_var2 -0.006344696 0.01367802 -0.02514052   0.01153456
#> lag1_var3 -0.012495611 0.01960954 -0.03907851   0.01345762
#> lag1_var4  0.011482230 0.01868868 -0.01286961   0.03747901
#> const      1.504960417 0.32228820  0.98841422   1.83697812
#> exo1       0.002820643 0.01448916 -0.01594644   0.02399774
#> exo2      -0.085402560 0.02109732 -0.11543741  -0.05915473
#> exo3       0.004676564 0.01623718 -0.01746155   0.02522583
#> 
#> $GUM$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.2421529  0.7917175  -0.5466200    1.4085708
#> lag1_var2 -0.7470203  1.2185914  -2.6677322    0.6653190
#> lag1_var3 -2.3572561  1.8252366  -5.2539607   -0.2325706
#> lag1_var4  2.3217458  1.7137347   0.2977764    5.0469734
#> const     -1.2378157 20.3627762 -32.8175607   21.0144299
#> exo1       1.1772671  0.6610324   0.3249463    2.0822909
#> exo2       0.4385984  1.5327264  -1.4955728    2.8231636
#> exo3       0.3825322  0.9403787  -0.8687235    1.7140004
#> 
#> $GUM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1591591  0.520361  -0.5945631    0.9173157
#> lag1_var2  1.7630492  1.092464   0.3692563    3.1916980
#> lag1_var3  3.6732908  1.688100   1.6363637    5.9594383
#> lag1_var4 -2.6769470  1.569730  -4.8106706   -0.7550066
#> const     -3.9958888 12.748003 -22.7902327   13.3328498
#> exo1       0.5430851  1.045049  -0.8882866    2.0235819
#> exo2      -3.7855424  1.186087  -5.7485332   -2.6724826
#> exo3      -0.3678504  1.781306  -3.1998806    1.5449604
#> 
#> $GUM$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3254572  0.7201664  -0.7159034     1.223939
#> lag1_var2  0.8384079  1.2389086  -0.7057943     2.606755
#> lag1_var3  1.4910228  1.9229050  -0.8170234     4.274515
#> lag1_var4 -0.4992885  1.8132816  -3.1151779     1.722821
#> const     -6.0934873 17.1266012 -27.2502180    19.679153
#> exo1       1.3822363  0.8831587   0.3140804     2.596817
#> exo2      -3.7976753  1.4366201  -5.6029378    -1.623721
#> exo3      -0.1244708  1.6529212  -2.5010936     1.874785
#> 
#> 
#> 
#> $GUY
#> $GUY$Sigma
#> $GUY$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006742295 0.001263273  0.00559035  0.008642931
#> 
#> $GUY$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02654816 0.00839672 -0.04047872  -0.01757298
#> Sigma[2,2]  0.19894552 0.05509085  0.13312501   0.27978397
#> 
#> $GUY$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04798159 0.01898627  0.02724447   0.07675578
#> Sigma[3,2] -0.26999158 0.11881631 -0.45305806  -0.11715905
#> Sigma[3,3]  0.75012611 0.26239726  0.41442416   1.10105459
#> 
#> $GUY$Sigma$equation4
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03885561 0.0177776  0.01907469   0.06473775
#> Sigma[4,2] -0.18590969 0.1071415 -0.34748999  -0.05250589
#> Sigma[4,3]  0.69576376 0.2347386  0.40431063   0.98766518
#> Sigma[4,4]  0.68658029 0.2094590  0.41517709   0.92458311
#> 
#> 
#> $GUY$A
#> $GUY$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  1.093182083 0.04711282  1.028995283   1.15900102
#> lag1_var2 -0.179484312 0.13932150 -0.375457580   0.01088225
#> lag1_var3 -0.360176018 0.26070079 -0.746470393  -0.02361884
#> lag1_var4  0.309054620 0.24316244 -0.001547566   0.66798291
#> const      0.622665764 0.81454306 -0.842426438   1.31161235
#> exo1      -0.012693889 0.04982531 -0.086764254   0.04960206
#> exo2       0.238240690 0.14764563  0.077936825   0.41727724
#> exo3      -0.008554446 0.10888370 -0.157368276   0.10465588
#> 
#> $GUY$A$equation2
#>                  mean        sd   5% quantile 95% quantile
#> lag1_var1  0.49924648 0.2592033   0.179373654   0.90360628
#> lag1_var2 -0.30178867 0.6218415  -1.011106632   0.69531753
#> lag1_var3 -1.88413013 1.2509486  -3.300659398   0.05540177
#> lag1_var4  1.77747539 1.1556098  -0.001924716   3.10514902
#> const     -2.17891809 7.5445424 -13.049234409   7.90306719
#> exo1      -0.03601735 0.3606884  -0.487752136   0.54114752
#> exo2       2.41043296 0.4438403   1.747720732   2.93123752
#> exo3       0.68442854 0.5255065   0.097638221   1.49433772
#> 
#> $GUY$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.4777296  0.5589723  -1.3771335    0.1366151
#> lag1_var2  1.8390944  1.4564898  -0.1184507    3.7735033
#> lag1_var3  4.1598123  2.6286447   0.3082602    7.5686565
#> lag1_var4 -3.0215590  2.4570103  -6.1593949    0.6316150
#> const      1.9726030 11.2383655 -13.6159320   15.9071879
#> exo1       0.3019426  0.5015111  -0.5174845    0.9017473
#> exo2      -2.9179306  0.8602898  -3.7601983   -1.5777808
#> exo3      -0.8822809  1.1296498  -2.4052386    0.4377861
#> 
#> $GUY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2515914 0.4946963  -1.0606845    0.2609064
#> lag1_var2  1.4350582 1.3816708  -0.3363314    3.3273034
#> lag1_var3  2.6920293 2.4153476  -0.6810885    6.0371891
#> lag1_var4 -1.5753878 2.2548204  -4.6629138    1.6392937
#> const     -0.1580337 9.0447865 -11.7734606   11.9872261
#> exo1       0.3284509 0.5072199  -0.4422058    0.9377355
#> exo2      -1.9578418 0.7990890  -2.7501280   -0.6819041
#> exo3      -0.6209530 1.1529436  -2.2527188    0.7505698
#> 
#> 
#> 
#> $HKG
#> $HKG$Sigma
#> $HKG$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.004696775 0.007561482 0.0007002089   0.01899845
#> 
#> $HKG$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002277068 0.02984575 -0.02025484   0.05389765
#> Sigma[2,2]  0.694599543 0.17930201  0.41659921   0.93099997
#> 
#> $HKG$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01915791 0.05526176  -0.1235491   0.01357484
#> Sigma[3,2] -0.39489471 0.17058656  -0.6339449  -0.17807457
#> Sigma[3,3]  0.50578687 0.33904470   0.2233491   1.13278816
#> 
#> $HKG$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.02094127 0.03933342 -0.09454743  0.002893873
#> Sigma[4,2]  0.02905257 0.12272046 -0.19958987  0.123044803
#> Sigma[4,3]  0.27302027 0.27650189  0.06464087  0.773744881
#> Sigma[4,4]  0.29934546 0.21980141  0.13487751  0.674039815
#> 
#> 
#> $HKG$A
#> $HKG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96200776 0.02855910  0.91822186   0.99346842
#> lag1_var2 -0.01414715 0.23553106 -0.25328605   0.36163272
#> lag1_var3 -0.03410909 0.39987223 -0.43669593   0.60520962
#> lag1_var4  0.03025807 0.39685347 -0.60784936   0.42121237
#> const      1.22582487 0.88820878  0.18435045   2.61470605
#> exo1      -0.01804681 0.03795980 -0.06991064   0.03464264
#> exo2      -0.05224378 0.13525663 -0.23023949   0.12788789
#> exo3       0.04358907 0.03983365 -0.01496753   0.08440363
#> 
#> $HKG$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2917787  0.5040768  -0.9306157    0.4487011
#> lag1_var2 -0.3645284  3.4972075  -5.0324991    3.7849775
#> lag1_var3 -1.9462626  5.8382573  -9.6220104    5.0503777
#> lag1_var4  1.9827727  5.7382642  -4.8364621    9.4766908
#> const      6.1656640 13.2055457  -6.8171768   26.8447530
#> exo1      -0.2629836  0.6236477  -1.2060584    0.3722891
#> exo2       2.3037306  1.1764536   1.1384635    3.9105961
#> exo3      -0.2353099  0.8903128  -1.3376017    1.0699453
#> 
#> $HKG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.30914009 0.3314900  -0.1653905    0.7210695
#> lag1_var2 -0.01802591 3.2549470  -4.1324470    4.5026733
#> lag1_var3  0.79781361 5.5115900  -6.1091744    8.4340511
#> lag1_var4  0.13459348 5.4080822  -7.3335744    6.8726798
#> const     -4.52090918 7.8155437 -16.0976052    6.2354751
#> exo1      -0.16160915 0.4130406  -0.7897931    0.3912428
#> exo2      -2.33557726 0.9914494  -3.7496704   -0.9910168
#> exo3       0.01356539 0.7040465  -0.8868987    1.0128726
#> 
#> $HKG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1269984 0.2112025  -0.1394614   0.41750176
#> lag1_var2 -0.5893416 2.0228119  -3.0739178   2.35718687
#> lag1_var3 -0.9583457 3.4681310  -5.2371070   4.07564741
#> lag1_var4  1.9237271 3.4186049  -3.0163041   6.16367420
#> const     -1.3018486 4.6704647  -8.2007753   4.85290725
#> exo1      -0.3349624 0.3408301  -0.7467258   0.09903901
#> exo2      -1.0084977 0.5070800  -1.6133525  -0.28604475
#> exo3      -0.1440871 0.4161124  -0.6376854   0.43752640
#> 
#> 
#> 
#> $HND
#> $HND$Sigma
#> $HND$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003711774 6.207858e-05 0.0002677295 0.0004445905
#> 
#> $HND$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001411739 0.003499747 -0.007097204    0.0022449
#> Sigma[2,2]  0.689063802 0.234643584  0.443886509    1.0667288
#> 
#> $HND$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.00152681 0.002112565 -0.004802726 0.0003642617
#> Sigma[3,2] -0.13612032 0.106904789 -0.261239833 0.0174702807
#> Sigma[3,3]  1.18059503 0.269455769  0.757070759 1.4615897964
#> 
#> $HND$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002391013 0.001784071 -0.005327334 -0.0007117329
#> Sigma[4,2]  0.301482590 0.140176086  0.102924128  0.4920729192
#> Sigma[4,3]  1.149023850 0.269091108  0.715823382  1.4123572676
#> Sigma[4,4]  1.398771609 0.251411751  0.986460935  1.6600930864
#> 
#> 
#> $HND$A
#> $HND$A$equation1
#>                    mean          sd 5% quantile 95% quantile
#> lag1_var1  0.9496970685 0.008322387  0.93969628   0.96113061
#> lag1_var2 -0.0443382185 0.041155790 -0.08120510   0.02144870
#> lag1_var3 -0.0875038900 0.066129976 -0.14843893   0.01656601
#> lag1_var4  0.0818829214 0.063671058 -0.01832793   0.13988847
#> const      1.5205250919 0.205428372  1.24281701   1.83925238
#> exo1       0.0002151256 0.014042714 -0.01635519   0.02128549
#> exo2      -0.1139088480 0.014231631 -0.13278808  -0.09483275
#> exo3       0.0423292481 0.026449652  0.01228975   0.07644810
#> 
#> $HND$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.6888115  0.4539958   0.02678691    1.2441224
#> lag1_var2 -1.4434556  1.4836861  -3.74700950    0.4082352
#> lag1_var3 -3.3019860  2.3681433  -6.83415328   -0.2619056
#> lag1_var4  3.1987280  2.2953176   0.22254198    6.5995108
#> const     -7.8498539 10.1288632 -19.38818923    6.8680595
#> exo1      -0.7401412  0.5672053  -1.63883887   -0.1653345
#> exo2       5.0999504  0.7722894   3.98511624    5.9569703
#> exo3       0.5239264  1.0300674  -0.97501483    1.9310475
#> 
#> $HND$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.08181485  0.5582056  -0.4680549     1.056853
#> lag1_var2 -0.13706014  1.9600160  -3.1039128     2.520534
#> lag1_var3  0.93980389  3.1203254  -3.7335009     5.288924
#> lag1_var4 -0.03739975  2.9774992  -4.2248647     4.416394
#> const      4.50152370 10.2924871 -10.4280558    17.251205
#> exo1       0.89428742  0.7262514   0.1905916     2.178173
#> exo2      -6.68322602  0.9217768  -8.2491549    -5.559597
#> exo3       3.13767022  1.3699789   0.8533669     4.637627
#> 
#> $HND$A$equation4
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.5436001  0.7110106  -0.08466878     1.769787
#> lag1_var2 -1.5559764  2.6042161  -5.33720333     1.887266
#> lag1_var3 -1.9164158  4.1351892  -7.81718357     3.673881
#> lag1_var4  2.7574672  3.9698111  -2.63670208     8.410856
#> const     -1.2427823 10.2472187 -16.81279765    11.128149
#> exo1       0.4397754  0.8125765  -0.35992337     1.695844
#> exo2      -3.8654590  1.0421017  -5.23328268    -2.506408
#> exo3       3.7177691  1.5721804   0.96713457     5.423656
#> 
#> 
#> 
#> $HRV
#> $HRV$Sigma
#> $HRV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001607523 0.0002627965 0.001330405  0.001975247
#> 
#> $HRV$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02143432 0.008044378  -0.0331349  -0.01080164
#> Sigma[2,2]  1.85043465 0.441876935   1.2816872   2.34553523
#> 
#> $HRV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009859088 0.005023911  0.004844356    0.0175307
#> Sigma[3,2] -0.990621341 0.237663401 -1.265962407   -0.6360648
#> Sigma[3,3]  0.712628640 0.122109468  0.529026157    0.8658407
#> 
#> $HRV$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001806937 0.003092946 -0.006309851  0.002049651
#> Sigma[4,2] -0.029624702 0.067057516 -0.115912832  0.055144103
#> Sigma[4,3]  0.224889783 0.045841829  0.161792002  0.283158576
#> Sigma[4,4]  0.240824743 0.036978457  0.195225018  0.296695404
#> 
#> 
#> $HRV$A
#> $HRV$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.94881376 0.02850084  0.9089162190   0.98487159
#> lag1_var2  0.02549538 0.06185529 -0.0533406933   0.11454751
#> lag1_var3  0.05555848 0.11996418 -0.0938755341   0.23239466
#> lag1_var4 -0.06361723 0.10615675 -0.2211840446   0.06793468
#> const      1.74880355 0.44207108  1.2136312516   2.36045331
#> exo1       0.01430741 0.02313210 -0.0075862809   0.05167409
#> exo2      -0.12365141 0.02693766 -0.1577948998  -0.08871915
#> exo3       0.03888573 0.03515073  0.0007683668   0.08709145
#> 
#> $HRV$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.8444587  1.4358045  -4.0047526   -0.0686151
#> lag1_var2  4.4030160  3.1908941   0.7464137    9.3966822
#> lag1_var3  6.5468694  6.2217236  -0.4768324   16.3180267
#> lag1_var4 -5.9162761  5.6753506 -14.7724727    0.5782677
#> const     12.4620149 16.9656155  -7.7507853   39.7079574
#> exo1      -0.9627537  1.0751263  -2.3670381    0.4840295
#> exo2       1.7753497  0.9271645   0.4652131    3.0105162
#> exo3       0.9100200  0.9677781  -0.3339489    2.1786850
#> 
#> $HRV$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8722990  0.8694701  -0.3515203    1.9819551
#> lag1_var2 -0.9322860  2.2751224  -3.8698812    2.2673343
#> lag1_var3 -0.7766823  4.4192298  -6.5359755    5.4226124
#> lag1_var4  1.4938639  4.0000413  -4.1273432    6.6724652
#> const     -6.6316220 10.2320654 -22.7774195    3.3383613
#> exo1       0.7315687  0.7241349  -0.2383714    1.6394818
#> exo2      -0.7997141  0.7525103  -1.8880522    0.1561642
#> exo3       0.4894238  0.8267089  -0.6958036    1.5319665
#> 
#> $HRV$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1645868 0.3932705  -0.7831669    0.3336859
#> lag1_var2  1.1947974 1.1023870   0.1902000    3.0536987
#> lag1_var3  2.3221825 2.1199951   0.3961161    5.8937741
#> lag1_var4 -1.2284755 1.9232825  -4.4410044    0.5281957
#> const     -0.7248394 6.9996299 -10.9584452    8.4873458
#> exo1       0.2396541 0.4870677  -0.4328885    0.8178469
#> exo2       0.1295760 0.7246539  -0.9941183    0.9348274
#> exo3       1.0533015 0.4947768   0.3812544    1.6595555
#> 
#> 
#> 
#> $HTI
#> $HTI$Sigma
#> $HTI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001596747 0.0004186768 0.001139913  0.002294993
#> 
#> $HTI$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.005317308 0.004897619 -0.01316163 -0.0009479776
#> Sigma[2,2]  0.187762447 0.058667666  0.14099663  0.2898915457
#> 
#> $HTI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004863499 0.003194857  0.001924597  0.009829692
#> Sigma[3,2] -0.091619796 0.036319554 -0.149767477 -0.055838933
#> Sigma[3,3]  0.093635176 0.027731820  0.062611050  0.131625646
#> 
#> $HTI$Sigma$equation4
#>                  mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.00167892 0.001694686 -0.0008305017  0.003638445
#> Sigma[4,2] 0.03141504 0.019204402  0.0059201299  0.057469270
#> Sigma[4,3] 0.04043348 0.010656922  0.0289139996  0.055877620
#> Sigma[4,4] 0.06905501 0.014549575  0.0509494081  0.089641402
#> 
#> 
#> $HTI$A
#> $HTI$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  9.611636e-01 0.03784879  0.91044176  1.015071720
#> lag1_var2 -4.004929e-02 0.06610634 -0.12291928  0.053884204
#> lag1_var3 -6.706962e-02 0.10151976 -0.19492309  0.076867328
#> lag1_var4  5.564600e-02 0.09713305 -0.08290631  0.182981631
#> const      1.607297e+00 0.47455329  0.86759120  2.105889770
#> exo1      -6.491486e-05 0.03290606 -0.03748083  0.048520907
#> exo2      -3.668633e-02 0.03522700 -0.09075527 -0.001594851
#> exo3      -3.003290e-02 0.02632277 -0.06138805  0.004719820
#> 
#> $HTI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3322935 0.4970271  -0.4431785    0.9452360
#> lag1_var2  2.8427860 0.5649625   2.0650135    3.6285589
#> lag1_var3  2.8752827 0.8607373   1.7251601    4.0748006
#> lag1_var4 -3.0366535 0.8214477  -4.1744651   -2.0215512
#> const      3.2740835 6.0972316  -3.3184100   12.6836284
#> exo1      -0.7896180 0.2844074  -1.1776707   -0.3838452
#> exo2       1.5604138 0.6079038   0.5106911    2.1287578
#> exo3      -0.1045244 0.2679496  -0.4011140    0.3086163
#> 
#> $HTI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1150233 0.3708209  -0.4845852    0.4839955
#> lag1_var2 -0.7714623 0.5276268  -1.5904788   -0.1133761
#> lag1_var3 -0.2928219 0.8031438  -1.5555989    0.7065032
#> lag1_var4  1.3406710 0.7626864   0.4042671    2.5302276
#> const     -1.4861962 5.7730587 -10.7221472    3.4249948
#> exo1       0.5194479 0.2394083   0.1857683    0.8256423
#> exo2      -1.4376489 0.3474930  -1.9687264   -1.0124601
#> exo3       0.4469981 0.1617892   0.2305301    0.6729262
#> 
#> $HTI$A$equation4
#>                  mean        sd   5% quantile 95% quantile
#> lag1_var1  0.10111110 0.2721004 -0.2963806754    0.3775736
#> lag1_var2  0.56774880 0.4705726  0.0479872293    1.2289120
#> lag1_var3  0.78578486 0.7147628 -0.0009361816    1.7871416
#> lag1_var4  0.17163518 0.6607458 -0.7360420763    0.8665562
#> const     -0.37471136 3.8242256 -5.9608956847    4.4376571
#> exo1       0.02729735 0.1832397 -0.2266961117    0.2631114
#> exo2      -0.48567489 0.2627506 -0.7963252534   -0.1178652
#> exo3       0.45184475 0.1668412  0.2006103651    0.6649832
#> 
#> 
#> 
#> $HUN
#> $HUN$Sigma
#> $HUN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006160449 0.0001234685 0.0004278619 0.0007466988
#> 
#> $HUN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01536883 0.004588496 -0.02146677 -0.008751526
#> Sigma[2,2]  1.00278685 0.257426900  0.69171841  1.399265630
#> 
#> $HUN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01219775 0.003412986  0.00761669   0.01668057
#> Sigma[3,2] -0.68353372 0.182464060 -0.92057418  -0.47717607
#> Sigma[3,3]  0.54576145 0.153681504  0.37751164   0.76072745
#> 
#> $HUN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004523136 0.001371431  0.003086997  0.006429302
#> Sigma[4,2] -0.171960985 0.074997739 -0.279865522 -0.076147551
#> Sigma[4,3]  0.202012660 0.075773047  0.128392570  0.320410259
#> Sigma[4,4]  0.120155636 0.043074467  0.089712725  0.193413677
#> 
#> 
#> $HUN$A
#> $HUN$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.95705232 0.02370239  0.9250113812  0.985703793
#> lag1_var2 -0.05653235 0.03637420 -0.0935728096 -0.005021498
#> lag1_var3 -0.09861269 0.07063335 -0.1721912552  0.002422038
#> lag1_var4  0.09398641 0.06609143 -0.0009527416  0.162612582
#> const      1.39337504 0.35492561  0.9251385546  1.842585600
#> exo1      -0.01211893 0.02661484 -0.0501612888  0.020998745
#> exo2      -0.07237965 0.03324344 -0.1154563380 -0.031202681
#> exo3       0.04217121 0.02673221  0.0115046257  0.083596329
#> 
#> $HUN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1549327 0.6971781  -1.2341720    0.7303468
#> lag1_var2  2.4045371 1.5164911   0.4624445    4.5074667
#> lag1_var3  3.0399942 2.8872771  -0.6148669    7.0781517
#> lag1_var4 -2.9971254 2.7063724  -6.7839606    0.4232397
#> const      2.9470656 9.8673133  -8.5088243   16.8854862
#> exo1       0.2688764 0.7409418  -0.4603028    1.4985637
#> exo2       0.4833837 1.0708401  -1.1102624    1.7664309
#> exo3      -0.2297687 0.6499113  -1.1846313    0.6398978
#> 
#> $HUN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3925075 0.5560280  -0.3817522    1.1451361
#> lag1_var2 -2.4458171 1.0690671  -4.0909624   -1.1037225
#> lag1_var3 -3.9599653 2.0400187  -7.0861597   -1.4191120
#> lag1_var4  4.8357312 1.9121089   2.4991507    7.7630287
#> const     -4.2396047 8.0258409 -14.1665830    7.3882956
#> exo1      -0.4138429 0.6648734  -1.4775453    0.2742878
#> exo2      -0.5614209 0.9084690  -1.5792236    0.7043344
#> exo3       0.4371679 0.4836445  -0.3190603    0.9535892
#> 
#> $HUN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3549488 0.2600371 -0.06921261    0.6210679
#> lag1_var2 -1.7023507 0.4009010 -2.28991685   -1.2289122
#> lag1_var3 -3.3650039 0.7677323 -4.51102291   -2.4620033
#> lag1_var4  4.2644032 0.7190966  3.43593242    5.3515362
#> const     -3.9043708 4.6704114 -9.21192927    3.1320693
#> exo1      -0.2949921 0.3045754 -0.73006074    0.0688313
#> exo2      -0.2549497 0.4938570 -0.82645678    0.4926677
#> exo3       0.3260361 0.2556107 -0.09683887    0.6169552
#> 
#> 
#> 
#> $IDN
#> $IDN$Sigma
#> $IDN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001196327 0.0003007506 0.0008683433   0.00164757
#> 
#> $IDN$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00351066 0.003958809 -0.008774808  0.001718747
#> Sigma[2,2]  0.23189163 0.043058329  0.175510294  0.288902429
#> 
#> $IDN$Sigma$equation3
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[3,1] -8.772437e-05 0.00377090 -0.004727392   0.00545032
#> Sigma[3,2] -1.407176e-01 0.04599816 -0.202413160  -0.07735372
#> Sigma[3,3]  3.555276e-01 0.07099521  0.264555298   0.46449930
#> 
#> $IDN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002545637 0.003192622 -0.007565152  0.000480175
#> Sigma[4,2]  0.012222847 0.035690658 -0.041437646  0.051029828
#> Sigma[4,3]  0.279014956 0.072130540  0.203573158  0.387919526
#> Sigma[4,4]  0.304552610 0.076980896  0.238838418  0.427292410
#> 
#> 
#> $IDN$A
#> $IDN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00244433 0.01937199  0.97710838  1.029661467
#> lag1_var2 -0.12227632 0.08065234 -0.23203731 -0.011600479
#> lag1_var3 -0.18358306 0.12195235 -0.34892821 -0.018938467
#> lag1_var4  0.16872968 0.11548978  0.01078779  0.321798299
#> const      0.97208380 0.58729710  0.04048622  1.578507274
#> exo1       0.01517187 0.03393477 -0.01605960  0.069364777
#> exo2      -0.04543616 0.03591372 -0.08963027  0.005027176
#> exo3      -0.01473027 0.02113539 -0.04050008  0.016189112
#> 
#> $IDN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.54790370 0.1315938 -0.70572011   -0.3525243
#> lag1_var2  3.74286663 1.4851839  1.90221252    6.0771671
#> lag1_var3  4.42556002 2.3142280  1.59270572    8.0679108
#> lag1_var4 -4.31552278 2.2385678 -7.88238381   -1.6249982
#> const      8.53484739 6.2727635  2.98577617   18.6994316
#> exo1       0.04581314 0.3901182 -0.41413332    0.5058804
#> exo2       0.55211459 0.3937024 -0.01526193    1.0636675
#> exo3      -0.13967454 0.4838977 -0.62186328    0.6280367
#> 
#> $IDN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9288159 0.2440621   0.5733639    1.2004165
#> lag1_var2 -0.8717200 1.2566039  -2.5218716    0.8537464
#> lag1_var3 -0.3753634 2.0197039  -2.9934314    2.4113479
#> lag1_var4  1.0654841 1.8748818  -1.4445310    3.5626308
#> const     -4.6403850 5.1611245 -13.1140102    1.4691217
#> exo1       0.1628725 0.9254939  -1.0782786    1.4630083
#> exo2      -1.0155578 0.5813990  -1.7754026   -0.2649063
#> exo3      -1.4172429 0.5859426  -2.1547763   -0.6286860
#> 
#> $IDN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5871131 0.2727781   0.1329720   0.90071572
#> lag1_var2  1.2268259 1.3783659  -1.0257128   2.77818021
#> lag1_var3  1.9890101 2.1626242  -1.5347685   4.44340437
#> lag1_var4 -1.2234399 2.0056557  -3.4501741   2.06740314
#> const      0.3020916 6.7307291  -7.5997946  10.95899964
#> exo1       0.1984093 0.8314884  -0.8475715   1.39725920
#> exo2      -0.6573953 0.6323251  -1.3912902   0.04479355
#> exo3      -1.5753217 0.5030856  -2.2621532  -0.87145704
#> 
#> 
#> 
#> $IND
#> $IND$Sigma
#> $IND$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0002700246 6.046184e-05 0.000196363 0.0003565938
#> 
#> $IND$Sigma$equation2
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0005011718 0.0009477471 -0.0006655366  0.001870889
#> Sigma[2,2] 0.1170965142 0.0122623979  0.1038169861  0.132834188
#> 
#> $IND$Sigma$equation3
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.0008974566 0.001083362 -0.002023531  0.0009166783
#> Sigma[3,2] -0.1307208645 0.019810549 -0.156338773 -0.1026629034
#> Sigma[3,3]  0.2430602060 0.037905589  0.195307310  0.2808115902
#> 
#> $IND$Sigma$equation4
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.000688811 0.0007779141 -0.001523135  0.0006157306
#> Sigma[4,2] -0.073657340 0.0209927919 -0.097840663 -0.0462328174
#> Sigma[4,3]  0.186540427 0.0314981198  0.144691469  0.2179695625
#> Sigma[4,4]  0.158415311 0.0234682491  0.125224390  0.1846302358
#> 
#> 
#> $IND$A
#> $IND$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.99963861 0.006372664  0.99176714   1.00937969
#> lag1_var2 -0.14213926 0.033335287 -0.18087438  -0.08958009
#> lag1_var3 -0.26125688 0.063664182 -0.33963849  -0.16374449
#> lag1_var4  0.24087123 0.059094170  0.15048310   0.31450521
#> const      1.18479692 0.209094787  0.92565461   1.48139996
#> exo1      -0.02757683 0.011788831 -0.04572614  -0.01532533
#> exo2      -0.13166655 0.015144501 -0.14979263  -0.11213824
#> exo3       0.01790398 0.019921691 -0.01413443   0.04232355
#> 
#> $IND$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0415362 0.1994019  -0.2905834    0.2291758
#> lag1_var2  0.9595572 0.6522043   0.2493893    2.0423978
#> lag1_var3 -0.2032727 1.1804520  -1.4938300    1.7033129
#> lag1_var4  0.2165943 1.1233371  -1.5910580    1.4738269
#> const     -0.2706590 5.8238624 -10.8811623    4.5671385
#> exo1       0.1026430 0.2887133  -0.2165583    0.5651639
#> exo2       1.6779794 0.2231052   1.3717892    1.9854540
#> exo3      -1.0188464 0.3209783  -1.5520620   -0.6852691
#> 
#> $IND$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.5141183  0.3287238  -0.9739053  -0.09843465
#> lag1_var2  1.5595180  1.1283645   0.3115629   3.32214113
#> lag1_var3  4.8491608  2.1766016   2.6310399   8.23631151
#> lag1_var4 -3.6365598  2.0585084  -6.8253717  -1.48003902
#> const      6.8835739 10.9150935  -3.6757441  24.87562442
#> exo1      -0.5007087  0.5289132  -1.1157017   0.21672278
#> exo2      -1.7276936  0.3717496  -2.3325175  -1.30404896
#> exo3       1.6041500  0.5058903   0.9300549   2.34181283
#> 
#> $IND$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5888440 0.2599151  -0.9322389   -0.2797629
#> lag1_var2  1.8121554 1.0401430   0.6623571    3.5044338
#> lag1_var3  4.3029800 2.0038288   2.2390396    7.5887146
#> lag1_var4 -3.0475639 1.8838535  -6.1325662   -1.1060463
#> const      6.5021225 9.0197874  -3.0057664   21.2477902
#> exo1      -0.4780327 0.4435641  -0.8959554    0.1802442
#> exo2      -0.8993578 0.3276063  -1.4000129   -0.4920668
#> exo3       1.1575769 0.3952231   0.6279057    1.6508333
#> 
#> 
#> 
#> $IRL
#> $IRL$Sigma
#> $IRL$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001904682 0.0001902112 0.001671642  0.002188744
#> 
#> $IRL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03510489 0.009960115 -0.05157541  -0.02605727
#> Sigma[2,2]  1.89205403 0.787998389  1.19525079   3.23315307
#> 
#> $IRL$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02231707 0.008790435  0.01222095   0.03506257
#> Sigma[3,2] -1.43943530 0.637949776 -2.49711127  -0.80972689
#> Sigma[3,3]  1.38026069 0.498779247  0.86232525   2.17199248
#> 
#> $IRL$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0003829063 0.005244637 -0.007061535  0.006664992
#> Sigma[4,2] -0.2622268537 0.165910535 -0.489437610 -0.058727884
#> Sigma[4,3]  0.5032181958 0.115917933  0.367189596  0.665820124
#> Sigma[4,4]  0.3612334863 0.039696180  0.314563900  0.419519947
#> 
#> 
#> $IRL$A
#> $IRL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.985471730 0.02002160  0.95680059  1.014653326
#> lag1_var2 -0.065319091 0.05085661 -0.12311244  0.013284737
#> lag1_var3 -0.097459556 0.08300609 -0.19348033  0.027409974
#> lag1_var4  0.078015518 0.08026155 -0.04276320  0.171452987
#> const      1.693684625 0.52453628  1.18009853  2.551548817
#> exo1      -0.066804940 0.04058459 -0.11520484 -0.007773222
#> exo2       0.006838456 0.04244662 -0.04155963  0.065807462
#> exo3       0.047733772 0.05217472 -0.04248920  0.099716348
#> 
#> $IRL$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.5064611  0.4217722  -1.2548288  -0.06619406
#> lag1_var2 -1.7057278  1.2751050  -3.3566248  -0.19735750
#> lag1_var3 -4.4692340  2.1529297  -7.3035110  -1.86123281
#> lag1_var4  4.7730744  2.0848092   2.2315145   7.53647609
#> const     -7.3750978 12.6379900 -25.0122342   8.81987629
#> exo1       1.0119313  1.6817394  -1.1217544   3.49993926
#> exo2       2.2453940  1.0355153   0.6282192   3.61172651
#> exo3       3.0115294  1.5405164   0.7229452   4.94244697
#> 
#> $IRL$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.2892963  0.3090258 -0.09491081    0.6736395
#> lag1_var2  3.9794383  1.3266220  2.08117002    5.3323943
#> lag1_var3  7.6461631  2.1917755  4.49902334    9.9076861
#> lag1_var4 -6.9031926  2.0706414 -9.07607673   -3.8823240
#> const     10.8028204 12.8445322 -7.32075452   24.1807013
#> exo1      -0.9688171  1.7170706 -3.56768456    0.9695613
#> exo2      -3.2363893  0.9482298 -4.50448837   -1.8899080
#> exo3      -0.5859948  1.4566230 -2.80639718    1.2958127
#> 
#> $IRL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04197984 0.2456943  -0.2976444    0.3259215
#> lag1_var2  2.64514784 1.1157535   1.0923883    4.1830629
#> lag1_var3  4.44185487 1.8323911   1.8797440    6.9392947
#> lag1_var4 -3.49547491 1.7225224  -5.7819297   -1.0408565
#> const      5.83993417 7.7674845  -5.4703560   15.8739615
#> exo1      -0.30050431 0.7705559  -1.5181710    0.4733483
#> exo2      -1.94660515 0.7347639  -2.8763188   -0.9833329
#> exo3       1.39768661 0.6499869   0.3151850    2.1648086
#> 
#> 
#> 
#> $IRN
#> $IRN$Sigma
#> $IRN$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00143045 0.0005704606 0.0007919528  0.002145702
#> 
#> $IRN$Sigma$equation2
#>                 mean          sd 5% quantile 95% quantile
#> Sigma[2,1] 0.0143237 0.009041084 0.004431002   0.02725118
#> Sigma[2,2] 1.0370989 0.503040957 0.675838482   1.88331407
#> 
#> $IRN$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.00586183 0.00298745 -0.01025414 -0.002104149
#> Sigma[3,2] -0.27673069 0.19448734 -0.61367491 -0.108332216
#> Sigma[3,3]  0.37004423 0.06839217  0.28002869  0.451204692
#> 
#> $IRN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 7.303043e-06 0.002787732 -0.003492566  0.003934539
#> Sigma[4,2] 1.855840e-01 0.121754122  0.017967473  0.360176365
#> Sigma[4,3] 2.847454e-01 0.074319326  0.180616060  0.380395021
#> Sigma[4,4] 4.111087e-01 0.078678541  0.295302032  0.512603151
#> 
#> 
#> $IRN$A
#> $IRN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.006121175 0.03666282  0.97463523  1.067516719
#> lag1_var2 -0.141488627 0.13494526 -0.35354197 -0.013085022
#> lag1_var3 -0.314100155 0.30858536 -0.80187903 -0.023751119
#> lag1_var4  0.283322831 0.28095097  0.01637017  0.727510109
#> const      1.254395737 0.43471568  0.67965943  1.860288223
#> exo1      -0.033394627 0.02585138 -0.06544951  0.001634463
#> exo2      -0.009083365 0.02624689 -0.04626950  0.025440029
#> exo3       0.015861241 0.04314942 -0.05249980  0.058044830
#> 
#> $IRN$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.06463595  0.7559781  -0.8884527   1.23087173
#> lag1_var2  0.98265597  1.3751130  -0.5072449   3.18408349
#> lag1_var3  0.86880900  3.1064964  -2.6521412   5.89238880
#> lag1_var4 -0.79934997  2.8772983  -5.4328678   2.37310470
#> const     -0.42489547 20.6504170 -34.0545520  18.87265454
#> exo1      -0.21961400  0.6524528  -1.0079133   0.85738537
#> exo2      -0.88905225  0.6006352  -1.6740388  -0.01647362
#> exo3      -0.41311164  1.1112317  -1.8731074   1.12491250
#> 
#> $IRN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02209794 0.3909171  -0.3705122    0.6831678
#> lag1_var2  0.18571237 0.8539827  -1.0164244    1.3014992
#> lag1_var3  1.06067980 2.0300343  -1.7793857    3.8482314
#> lag1_var4 -0.14804053 1.8847251  -2.7061337    2.4903813
#> const      1.42759443 8.2554934  -7.7208369   13.8556667
#> exo1      -1.19960500 0.4971068  -1.7825132   -0.4231732
#> exo2      -1.88739543 0.5494054  -2.5993396   -1.1599675
#> exo3       0.02153216 0.5405347  -0.8878573    0.5800175
#> 
#> $IRN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02330507 0.4533784  -0.5031632    0.7269170
#> lag1_var2  0.38333628 0.8210709  -0.7338270    1.5951593
#> lag1_var3  0.91350533 2.0309461  -1.7725275    3.9815782
#> lag1_var4  0.06078828 1.8650807  -2.7212282    2.5526968
#> const      0.60200306 8.2530284 -12.3159292    7.6654600
#> exo1      -1.43783558 0.7915656  -2.2768006   -0.2457380
#> exo2      -2.51904263 0.5551388  -3.1985271   -1.7149356
#> exo3      -0.15859477 0.7536007  -1.4266871    0.5933288
#> 
#> 
#> 
#> $IRQ
#> $IRQ$Sigma
#> $IRQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01791189 0.003519992  0.01410868   0.02368137
#> 
#> $IRQ$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008892714 0.007549498 -0.01885085  0.001422878
#> Sigma[2,2]  0.219111965 0.054894131  0.16783054  0.317798425
#> 
#> $IRQ$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007009885 0.007522138 -0.003278182   0.01730739
#> Sigma[3,2] -0.122816898 0.038444136 -0.164097310  -0.05982465
#> Sigma[3,3]  0.215115702 0.055238271  0.156900568   0.30273777
#> 
#> $IRQ$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003618085 0.007761158 -0.007914373   0.01170345
#> Sigma[4,2] -0.037127962 0.033308700 -0.074845606   0.01036247
#> Sigma[4,3]  0.187021379 0.055116108  0.135279758   0.27309331
#> Sigma[4,4]  0.195518401 0.057125590  0.134638767   0.27868220
#> 
#> 
#> $IRQ$A
#> $IRQ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.89345982 0.04793223   0.8385031   0.95302603
#> lag1_var2  0.02532899 0.11257950  -0.1117344   0.15835246
#> lag1_var3  0.04003070 0.27865834  -0.3080604   0.37344392
#> lag1_var4 -0.03602513 0.25291220  -0.3434078   0.28452831
#> const      2.50923619 1.65739421   0.1402520   4.57596027
#> exo1       0.02335709 0.09638743  -0.1055644   0.15768091
#> exo2      -0.16519238 0.08285009  -0.2674851  -0.05202218
#> exo3      -0.13297564 0.17616096  -0.4000870   0.07730516
#> 
#> $IRQ$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5665597 0.1313160   0.4122846   0.75663628
#> lag1_var2 -0.6423656 0.4924719  -1.2504742   0.02816432
#> lag1_var3 -3.8204495 1.1846764  -5.2173378  -2.16399783
#> lag1_var4  3.6590702 1.1193864   2.0450086   4.95009193
#> const     -6.9943544 5.9198755 -14.2928275   1.37271185
#> exo1      -0.2624003 0.3383127  -0.7320563   0.15537190
#> exo2       1.5621106 0.4322903   0.9626802   2.17925249
#> exo3       0.8625330 0.6100703   0.1596486   1.88320982
#> 
#> $IRQ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4517849 0.1484421  -0.6788684   -0.2697442
#> lag1_var2  2.2072039 0.7306723   1.3169241    3.1465388
#> lag1_var3  6.2155556 1.7586321   4.1508999    8.4942719
#> lag1_var4 -5.1331757 1.6560285  -7.3072894   -3.1188944
#> const      7.6600636 4.1387143   1.9121628   13.5717279
#> exo1       0.1073944 0.4132835  -0.4588575    0.6200602
#> exo2      -1.3773295 0.4575772  -2.1413737   -0.9030246
#> exo3      -1.4635608 0.5341067  -2.1589161   -0.7375079
#> 
#> $IRQ$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.252124212 0.1674465 -0.49803701   -0.0393141
#> lag1_var2  1.862343162 0.6736671  1.01630780    2.8055272
#> lag1_var3  4.431498935 1.5993739  2.50364250    6.7213506
#> lag1_var4 -3.390782447 1.5025593 -5.55235009   -1.5836241
#> const      4.583834978 3.4158132  0.04353849    9.9003815
#> exo1       0.001878539 0.3797117 -0.48104564    0.4637738
#> exo2      -0.866165815 0.4497412 -1.51959425   -0.2907848
#> exo3      -1.328252610 0.4355825 -1.87989409   -0.6879377
#> 
#> 
#> 
#> $ISL
#> $ISL$Sigma
#> $ISL$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001334541 0.0003789132 0.0008903914  0.001849796
#> 
#> $ISL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02944522 0.008973441  -0.0419433  -0.01820269
#> Sigma[2,2]  1.00219355 0.238411346   0.6698277   1.26395022
#> 
#> $ISL$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03045068 0.009909298  0.01987679   0.04649297
#> Sigma[3,2] -1.10125000 0.251206258 -1.45341373  -0.76976582
#> Sigma[3,3]  1.70432356 0.320453762  1.32907329   2.20423392
#> 
#> $ISL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008813027 0.005441587  0.002199914   0.01716523
#> Sigma[4,2] -0.364027976 0.122309005 -0.540173309  -0.21615988
#> Sigma[4,3]  0.911535654 0.176112097  0.689472091   1.15774542
#> Sigma[4,4]  0.662216478 0.094903556  0.532988844   0.78431809
#> 
#> 
#> $ISL$A
#> $ISL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.969676914 0.02278549  0.93592990   0.99420020
#> lag1_var2 -0.162409311 0.11226584 -0.29514658  -0.01395570
#> lag1_var3 -0.220698076 0.15024461 -0.39390598  -0.01997690
#> lag1_var4  0.217812114 0.14866546  0.01791222   0.38870530
#> const      0.946724525 0.45787164  0.32776925   1.62951692
#> exo1      -0.004328269 0.03211246 -0.04948588   0.03580327
#> exo2      -0.108509434 0.04275454 -0.17579571  -0.05495155
#> exo3       0.012951715 0.02778910 -0.02421112   0.05269281
#> 
#> $ISL$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.4139032  0.5543656  -0.2147084     1.190582
#> lag1_var2  1.2080916  1.4623502  -0.3563264     3.509036
#> lag1_var3  0.7995505  1.9595726  -1.2696607     3.794613
#> lag1_var4 -0.8833142  1.9483636  -3.8120990     1.114259
#> const     -1.8782662 12.3373460 -21.3143691    11.290010
#> exo1       0.0741786  0.8260507  -0.8350543     1.379759
#> exo2       1.9373762  1.1917578   0.6785134     3.923051
#> exo3       0.8213001  0.3486216   0.2707897     1.201239
#> 
#> $ISL$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1837133  0.7427727  -1.2903102   0.73092180
#> lag1_var2  1.2315545  2.8515208  -2.8569145   5.29074997
#> lag1_var3  2.3541510  3.9122352  -3.1713327   8.00941410
#> lag1_var4 -1.4761392  3.7956341  -6.9167664   3.91572048
#> const     12.8616882 15.5378829   0.3629728  39.13405601
#> exo1      -0.5742817  0.9091295  -2.2359415   0.16912338
#> exo2      -3.3334388  1.8022743  -5.9953158  -0.93442808
#> exo3      -1.2248683  1.0325597  -2.8953663  -0.08843761
#> 
#> $ISL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1364128 0.5096114  -0.5720707   0.74928206
#> lag1_var2  1.7065345 2.1877295  -0.7272571   5.38737621
#> lag1_var3  2.3818621 3.0336844  -0.9967498   7.49206536
#> lag1_var4 -1.5638732 2.9367703  -6.4963786   1.72693126
#> const     11.0309831 8.1455667   3.3073692  23.42095366
#> exo1      -0.5205205 0.5420488  -1.2876608   0.06053146
#> exo2      -1.9813310 1.0355924  -3.1987294  -0.46160903
#> exo3      -0.6592626 0.9635847  -2.2841459   0.25849906
#> 
#> 
#> 
#> $ISR
#> $ISR$Sigma
#> $ISR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004085929 0.0001499285 0.0002730987 0.0006377031
#> 
#> $ISR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009779191 0.003293682 -0.01417276 -0.006179658
#> Sigma[2,2]  0.781452489 0.157625836  0.58904570  1.002797747
#> 
#> $ISR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008904162 0.003291927  0.005235355   0.01353954
#> Sigma[3,2] -0.761323531 0.145378608 -0.928682015  -0.54350829
#> Sigma[3,3]  0.914003923 0.165808082  0.676500760   1.13090127
#> 
#> $ISR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003152836 0.001619968  0.001395023  0.005595972
#> Sigma[4,2] -0.309428856 0.082088023 -0.413593172 -0.197815574
#> Sigma[4,3]  0.488299462 0.109559712  0.347869884  0.628239484
#> Sigma[4,4]  0.325709398 0.072393213  0.223639580  0.408872839
#> 
#> 
#> $ISR$A
#> $ISR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.956785196 0.01802840  0.92971774   0.97616418
#> lag1_var2 -0.032303570 0.03386320 -0.06215130   0.02478154
#> lag1_var3 -0.047185697 0.05643622 -0.09546549   0.04691688
#> lag1_var4  0.042985428 0.05312903 -0.04452457   0.09000762
#> const      1.460076514 0.36180700  0.98187404   1.99626176
#> exo1      -0.008677711 0.01485637 -0.02668120   0.01317504
#> exo2      -0.049035714 0.01640381 -0.06985384  -0.02657750
#> exo3       0.048188557 0.02370213  0.01141365   0.07580278
#> 
#> $ISR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.03701866  0.5556342 -0.61827805    0.8553921
#> lag1_var2  2.01635913  1.1823614  0.78842912    3.8256861
#> lag1_var3  1.95212907  1.9356060 -0.09094079    4.8827608
#> lag1_var4 -2.13562798  1.7188730 -4.70944490   -0.2340260
#> const     11.87960523 14.3808546 -2.32663333   34.4818295
#> exo1      -0.40044309  0.8192244 -1.28206778    0.9834572
#> exo2       0.50479858  0.8409257 -0.75110601    1.5332683
#> exo3       0.29183550  0.9910295 -1.17345892    1.4235058
#> 
#> $ISR$A$equation3
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1   0.69580232  0.6156324  -0.08230487    1.5758466
#> lag1_var2  -0.60897095  1.1298779  -2.43092619    0.5804737
#> lag1_var3  -0.14622963  1.8564280  -3.08455082    1.9742971
#> lag1_var4   1.07132732  1.6329941  -0.89364525    3.6157684
#> const     -13.88516870 16.1929966 -40.60957882   -0.9661961
#> exo1        0.06286354  0.7820116  -1.17698331    1.1207351
#> exo2       -1.98864177  1.2083720  -3.70503228   -0.3185044
#> exo3       -0.66605771  1.1014481  -1.99292573    0.8783983
#> 
#> $ISR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7484471 0.3684273   0.3210032    1.3081050
#> lag1_var2  0.1838020 0.5764704  -0.5967094    0.9581848
#> lag1_var3  0.3180336 0.9737135  -0.9317572    1.6654537
#> lag1_var4  0.5021150 0.9000751  -0.7980778    1.5481190
#> const     -7.8753688 9.1228063 -22.4121693   -0.8277223
#> exo1      -0.2114125 0.4150432  -0.6662008    0.3966766
#> exo2      -1.7338426 0.8380377  -2.9122056   -0.6535785
#> exo3      -0.4695347 0.5808111  -1.1530521    0.3228580
#> 
#> 
#> 
#> $ITA
#> $ITA$Sigma
#> $ITA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003336725 8.788775e-05 0.0002175083 0.0004491427
#> 
#> $ITA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008979898 0.002673851 -0.01296454 -0.005925937
#> Sigma[2,2]  0.558268223 0.115783092  0.45300899  0.760409514
#> 
#> $ITA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005118463 0.002103402  0.002539921  0.007960202
#> Sigma[3,2] -0.345289428 0.117210049 -0.537519598 -0.232357566
#> Sigma[3,3]  0.398282760 0.135410955  0.280912591  0.628382629
#> 
#> $ITA$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0007551656 0.001833759 -0.001742881  0.003517974
#> Sigma[4,2] -0.0805143016 0.087265666 -0.225880127  0.001155756
#> Sigma[4,3]  0.2538920580 0.087402106  0.177575320  0.403861131
#> Sigma[4,4]  0.2373997371 0.053567527  0.193512021  0.324472729
#> 
#> 
#> $ITA$A
#> $ITA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.962338767 0.02475896  0.91680990   0.98214951
#> lag1_var2 -0.030847367 0.04004617 -0.07147701   0.03463633
#> lag1_var3 -0.068994437 0.08383438 -0.15331326   0.06784715
#> lag1_var4  0.061907196 0.07574608 -0.06011361   0.13643805
#> const      1.391368926 0.38146047  0.89103241   1.96394485
#> exo1      -0.003381425 0.01398875 -0.02567871   0.01236232
#> exo2      -0.104349768 0.01717524 -0.12771900  -0.08315802
#> exo3       0.074090768 0.01684915  0.04707778   0.09336248
#> 
#> $ITA$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.31774270  0.7334628  -0.5409807     1.377288
#> lag1_var2  1.48199004  1.6906226  -0.7950421     4.178429
#> lag1_var3  1.09257312  3.5292038  -3.6359368     6.748629
#> lag1_var4 -1.32661410  3.1992826  -6.4784633     2.923581
#> const      2.70039139 11.9124965 -10.8418812    21.232763
#> exo1       0.70257499  0.6603591  -0.1562662     1.742719
#> exo2       0.06085053  0.7385982  -0.7747292     1.273051
#> exo3       0.16748317  0.8758236  -1.1437701     1.367941
#> 
#> $ITA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5337277 0.6986182  -0.1812872   1.66860071
#> lag1_var2 -0.9896327 1.4866679  -3.3206339   0.95652538
#> lag1_var3 -1.0478855 3.0953920  -5.8379066   3.06871126
#> lag1_var4  1.7457355 2.7943908  -2.0641408   6.02739142
#> const     -0.3706798 6.0764516  -8.6568252   6.53537262
#> exo1      -0.4032336 0.6027628  -1.4948167   0.04087768
#> exo2      -1.0603386 0.5907634  -2.1288625  -0.57561930
#> exo3       0.2683078 0.7399111  -0.6960015   1.11335195
#> 
#> $ITA$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.75669093 0.5838066   0.07941052    1.5958273
#> lag1_var2 -0.71697514 1.2015429  -2.54278117    0.9204665
#> lag1_var3 -1.43384886 2.5009517  -5.18051035    2.0056763
#> lag1_var4  1.99559129 2.2336601  -1.06858717    5.3161249
#> const      0.10905589 6.1030658 -10.20287252    5.7545789
#> exo1      -0.07891139 0.4988236  -0.91126789    0.4796206
#> exo2      -1.13256730 0.5382740  -2.01878851   -0.5178427
#> exo3       0.38816288 0.5294829  -0.19807281    1.1816227
#> 
#> 
#> 
#> $JAM
#> $JAM$Sigma
#> $JAM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005003156 8.843606e-05 0.0003816332 0.0006386818
#> 
#> $JAM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006183151 0.002350458 -0.008802605 -0.002931953
#> Sigma[2,2]  0.317411573 0.048386868  0.243158522  0.373272090
#> 
#> $JAM$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01394246 0.003776684  0.009020564   0.01912889
#> Sigma[3,2] -0.46401876 0.072427891 -0.572576464  -0.37451536
#> Sigma[3,3]  1.18073358 0.196391816  0.930843534   1.47828106
#> 
#> $JAM$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01057401 0.002956817  0.006642186   0.01515721
#> Sigma[4,2] -0.27421861 0.060807891 -0.368942170  -0.19573860
#> Sigma[4,3]  0.93971172 0.180272893  0.698859906   1.19018392
#> Sigma[4,4]  0.81522708 0.167551475  0.590523317   1.02653458
#> 
#> 
#> $JAM$A
#> $JAM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93610678 0.02024989  0.90796512   0.96366255
#> lag1_var2 -0.02246361 0.07330448 -0.13047408   0.05755881
#> lag1_var3 -0.03256657 0.11397992 -0.19995715   0.08986101
#> lag1_var4  0.03152939 0.10755724 -0.08377726   0.18928036
#> const      1.57855267 0.21831325  1.25109510   1.84429149
#> exo1      -0.01281008 0.01721024 -0.03583344   0.01081250
#> exo2      -0.10907206 0.03142769 -0.15461092  -0.07346613
#> exo3       0.02237973 0.01497115  0.00363247   0.04192742
#> 
#> $JAM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7132000 0.4380232 -1.19144120  -0.03404701
#> lag1_var2  2.8643526 1.0810226  1.04729023   3.91142285
#> lag1_var3  2.8494364 1.6506659  0.03667594   4.42627050
#> lag1_var4 -2.6921924 1.5481761 -4.17491605  -0.05140053
#> const      6.1857200 6.0180469 -3.07793710  12.60933966
#> exo1       0.1398726 0.3610231 -0.17865329   0.72160347
#> exo2       1.6582097 0.8206890  0.61727985   2.78590959
#> exo3      -0.7417056 0.6753500 -1.37005937   0.44011033
#> 
#> $JAM$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3494157  1.0293396  -0.6161299    2.0563980
#> lag1_var2  0.5821906  2.5660677  -3.0936563    3.6594727
#> lag1_var3  2.0648301  4.0374589  -3.5856281    7.0717863
#> lag1_var4 -1.0460901  3.8220129  -5.8075041    4.2942399
#> const     -8.5595180 15.5390161 -31.0715345   13.1058913
#> exo1      -0.4462711  0.6991982  -1.5285289    0.3827294
#> exo2      -3.3166150  1.4572671  -5.7040451   -1.9705012
#> exo3       0.8761286  0.9916063  -0.5512047    2.2075636
#> 
#> $JAM$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1296162  0.9997462  -0.9772248    1.5908360
#> lag1_var2  2.0500839  2.4611076  -1.4596524    4.7091211
#> lag1_var3  3.2953393  3.8679742  -2.1276889    7.6145987
#> lag1_var4 -2.1500436  3.6574052  -6.2493486    2.9672580
#> const     -5.8465602 13.9319627 -28.4659125   10.7175110
#> exo1      -0.3576797  0.6161861  -1.2300301    0.3736289
#> exo2      -2.3273943  1.0753818  -4.1235999   -1.2937974
#> exo3       0.4259305  0.7161019  -0.5113064    1.5246672
#> 
#> 
#> 
#> $JOR
#> $JOR$Sigma
#> $JOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005592665 7.645706e-05 0.0004583454 0.0006685081
#> 
#> $JOR$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001043086 0.003316383 -0.002660211  0.005108547
#> Sigma[2,2] 0.926534036 0.245125625  0.653246714  1.287447584
#> 
#> $JOR$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.001828683 0.002359436 -0.005541205  0.0005441229
#> Sigma[3,2] -0.323766237 0.137237238 -0.546662720 -0.1773665354
#> Sigma[3,3]  0.487126199 0.129776355  0.360614674  0.6939655975
#> 
#> $JOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001781053 0.002519345 -0.006078659 0.0004991123
#> Sigma[4,2]  0.041445636 0.128288651 -0.182239327 0.1463180014
#> Sigma[4,3]  0.420924070 0.117001645  0.288428234 0.5924229873
#> Sigma[4,4]  0.509596511 0.117386140  0.366502792 0.6774295613
#> 
#> 
#> $JOR$A
#> $JOR$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.965992742 0.008517946  0.95145325  0.974446415
#> lag1_var2 -0.038910314 0.023731785 -0.07017411 -0.004017425
#> lag1_var3 -0.098686933 0.058480631 -0.17642772 -0.013925149
#> lag1_var4  0.083659968 0.052425657  0.01090472  0.154298655
#> const      1.448184575 0.247427386  1.17373954  1.782762708
#> exo1       0.025465705 0.036905008 -0.03209401  0.069546645
#> exo2      -0.032277019 0.019520316 -0.06389301 -0.013876148
#> exo3       0.005648336 0.029242758 -0.03159285  0.047270581
#> 
#> $JOR$A$equation2
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.8432657  0.4342023   0.04877924     1.240012
#> lag1_var2 -0.9391799  0.6723176  -1.56610908     0.197940
#> lag1_var3 -4.0599589  1.7276862  -5.78220275    -1.132780
#> lag1_var4  3.8833658  1.5178735   1.28922494     5.353916
#> const     -8.1033947 11.2797940 -23.31865120     7.333962
#> exo1      -0.9928505  0.8278181  -2.10335162     0.180326
#> exo2       3.3366906  1.0972273   2.09123418     4.981640
#> exo3       1.2664808  0.9749946   0.08505187     2.795974
#> 
#> $JOR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2989663 0.2965891  -0.7268127 -0.007162493
#> lag1_var2  1.7985342 0.4729631   1.1255746  2.407988585
#> lag1_var3  5.0012865 1.2325490   3.2589248  6.619743349
#> lag1_var4 -4.0819567 1.1035231  -5.5242480 -2.527560612
#> const      6.8006097 9.3683297  -5.2110822 19.681262079
#> exo1       0.6684951 0.4197962   0.2577871  1.364037665
#> exo2      -1.0372773 0.7977495  -2.1798949 -0.102810182
#> exo3      -1.4149238 0.6825855  -2.2070908 -0.554890516
#> 
#> $JOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03071334 0.3551547  -0.4152982    0.4305693
#> lag1_var2  1.34354828 0.4951688   0.5597031    1.8184492
#> lag1_var3  3.13985825 1.3008513   1.0589038    4.4540321
#> lag1_var4 -2.28294594 1.1708712  -3.5241981   -0.4001583
#> const      3.07767220 8.6714555  -9.0645882   14.0114925
#> exo1       0.34013103 0.4833357  -0.2760006    1.0406567
#> exo2       0.35896678 0.8401976  -0.8511237    1.2442762
#> exo3      -1.12109310 0.6302351  -2.0804738   -0.3746824
#> 
#> 
#> 
#> $JPN
#> $JPN$Sigma
#> $JPN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002853434 7.718391e-05 0.0002306426 0.0004149455
#> 
#> $JPN$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003213942 0.0009886042 -0.004742481 -0.002183645
#> Sigma[2,2]  0.096171669 0.0186608706  0.070599565  0.119026907
#> 
#> $JPN$Sigma$equation3
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003282463 0.0008262641  0.002244108  0.004374085
#> Sigma[3,2] -0.104094259 0.0297956092 -0.149887029 -0.069436391
#> Sigma[3,3]  0.146627488 0.0522404508  0.087729064  0.232173913
#> 
#> $JPN$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001370384 0.0003469309  0.0008478287  0.001791666
#> Sigma[4,2] -0.047070073 0.0209020279 -0.0805327129 -0.023494344
#> Sigma[4,3]  0.086132912 0.0361379897  0.0469538029  0.146630320
#> Sigma[4,4]  0.059553745 0.0249525751  0.0317031521  0.101655074
#> 
#> 
#> $JPN$A
#> $JPN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.963714528 0.01427351  0.94148905   0.98103323
#> lag1_var2 -0.082726590 0.07110533 -0.17267930   0.01617360
#> lag1_var3 -0.140552455 0.11523027 -0.28852344   0.01755204
#> lag1_var4  0.135679140 0.11202443 -0.01569056   0.28050802
#> const      1.348538464 0.25130364  0.95431561   1.67538555
#> exo1      -0.006044372 0.01245372 -0.02064785   0.01259063
#> exo2      -0.034367876 0.01503898 -0.05080067  -0.01241820
#> exo3       0.016144700 0.02101603 -0.02130551   0.03246941
#> 
#> $JPN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2951270 0.2273908 -0.65026585   -0.0369341
#> lag1_var2  0.7200128 0.9930550 -0.96819295    1.7655100
#> lag1_var3 -0.4260782 1.5889616 -3.13914339    1.2462273
#> lag1_var4  0.5466081 1.5348579 -1.05618212    3.1651119
#> const      1.2814116 4.5002279 -4.49474106    7.5767350
#> exo1       0.0879412 0.2263842 -0.19020380    0.3995688
#> exo2       0.5169016 0.3982022  0.02824922    1.1423491
#> exo3      -0.1552639 0.3105009 -0.51700607    0.2912364
#> 
#> $JPN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6939815 0.2706345   0.4594524  1.133812638
#> lag1_var2 -1.0626055 1.1729475  -2.6290656  0.559124187
#> lag1_var3 -0.2414426 1.9126478  -2.7411295  2.398151208
#> lag1_var4  0.9782637 1.8367130  -1.5783225  3.336632586
#> const     -2.9208884 4.5863842  -8.9340924  3.784224837
#> exo1      -0.2912596 0.2076166  -0.5459476  0.009510529
#> exo2      -0.7757894 0.5412707  -1.5866069 -0.114760136
#> exo3       0.1761646 0.3614117  -0.3473293  0.582080611
#> 
#> $JPN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.52190916 0.1704658   0.3445333   0.80840358
#> lag1_var2 -1.03703331 0.8494361  -2.1781827  -0.18035755
#> lag1_var3 -1.16288448 1.3781804  -2.9914364   0.22544306
#> lag1_var4  1.98120147 1.3251305   0.6412335   3.72407990
#> const     -2.81920654 2.5992934  -5.8962240   0.78176820
#> exo1      -0.24766371 0.1121233  -0.3409542  -0.06900440
#> exo2      -0.47351225 0.3237638  -0.9191602  -0.06750761
#> exo3       0.08458577 0.2144901  -0.2320965   0.35619399
#> 
#> 
#> 
#> $KAZ
#> $KAZ$Sigma
#> $KAZ$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001214251 0.0002465652 0.0008935382  0.001555703
#> 
#> $KAZ$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01890608 0.006547247 -0.02898429  -0.01107929
#> Sigma[2,2]  1.18286060 0.238637669  0.90666738   1.54000719
#> 
#> $KAZ$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009232766 0.004369577  0.004043632   0.01556916
#> Sigma[3,2] -0.745010088 0.158001015 -0.969757044  -0.55027688
#> Sigma[3,3]  0.526769924 0.102714487  0.417564414   0.66770084
#> 
#> $KAZ$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.004632745 0.001759319 -0.006689804  -0.00215408
#> Sigma[4,2]  0.106108301 0.031381269  0.068688056   0.15033153
#> Sigma[4,3] -0.005488282 0.024960739 -0.041550710   0.02701466
#> Sigma[4,4]  0.075250622 0.019568978  0.052032054   0.10533500
#> 
#> 
#> $KAZ$A
#> $KAZ$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.057310360 0.01067654  1.03974843   1.06953241
#> lag1_var2 -0.007518140 0.03369403 -0.04484784   0.04366176
#> lag1_var3 -0.033481811 0.04838648 -0.08693616   0.03952666
#> lag1_var4 -0.005703021 0.04775673 -0.07599717   0.04524063
#> const      1.230339369 0.48096547  0.54556727   1.90422822
#> exo1      -0.019891471 0.03367211 -0.05837233   0.02418828
#> exo2      -0.090865872 0.01557107 -0.11225464  -0.07041008
#> exo3      -0.051244781 0.03248738 -0.09884802  -0.01490429
#> 
#> $KAZ$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.6583231  0.3848014  -2.1069449   -1.1402469
#> lag1_var2  0.7689747  2.0255807  -1.6084380    3.5915250
#> lag1_var3  0.1027783  2.9000317  -3.3407576    4.1185468
#> lag1_var4  0.4132063  2.7880864  -3.4617174    3.6538114
#> const      8.0583502 12.9386964  -7.7320541   28.0234386
#> exo1      -0.5485376  1.1107848  -2.2998318    0.7382787
#> exo2       1.0867286  1.3982884  -1.0542511    2.9090759
#> exo3       1.4301989  1.0100690   0.1699227    2.8691577
#> 
#> $KAZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0705379 0.2412174   0.7179726   1.33277159
#> lag1_var2  0.9520680 1.2885441  -0.7854484   2.54596028
#> lag1_var3  2.0851424 1.8450346  -0.3879340   4.39045352
#> lag1_var4 -1.4644999 1.7742807  -3.7588307   0.92145031
#> const     -1.8580903 8.3791078 -15.1743019   8.28366400
#> exo1       0.9391746 0.7859801  -0.1140977   2.05835862
#> exo2      -1.4368677 0.8746281  -2.6258121  -0.19005035
#> exo3      -0.9931377 0.7234487  -1.9481282  -0.04661042
#> 
#> $KAZ$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1177828 0.07642399  -0.2165902 -0.004724353
#> lag1_var2  0.9743838 0.37065176   0.5785358  1.610970814
#> lag1_var3  1.4252183 0.52197698   0.8777794  2.321799079
#> lag1_var4 -0.4245126 0.50443705  -1.2922326  0.106211890
#> const      3.1917060 1.85993022   1.1791614  5.922817256
#> exo1       0.5819054 0.27274103   0.2482693  0.983586408
#> exo2      -0.6951295 0.31199759  -1.1742595 -0.267013466
#> exo3       0.0123626 0.18676871  -0.1780336  0.333572407
#> 
#> 
#> 
#> $KEN
#> $KEN$Sigma
#> $KEN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005092541 9.171455e-05 0.0003988845 0.0006448243
#> 
#> $KEN$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0009279471 0.0009073808 -0.002068337 0.0001797858
#> Sigma[2,2]  0.0412107013 0.0072687761  0.027900047 0.0471098890
#> 
#> $KEN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001955573 0.003008968 -0.001870806  0.005868022
#> Sigma[3,2] -0.139718490 0.024373229 -0.160291333 -0.095628719
#> Sigma[3,3]  0.499080982 0.083776686  0.351557992  0.583128870
#> 
#> $KEN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001367738 0.002444388 -0.001834346  0.004560006
#> Sigma[4,2] -0.114104887 0.019846627 -0.131739284 -0.078428801
#> Sigma[4,3]  0.413068103 0.068412100  0.293556525  0.483586463
#> Sigma[4,4]  0.343076358 0.055929662  0.246247949  0.401991000
#> 
#> 
#> $KEN$A
#> $KEN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.021991256 0.01415668  1.00131940   1.03938883
#> lag1_var2 -0.259905104 0.08079950 -0.35690754  -0.15420556
#> lag1_var3 -0.368310899 0.12099273 -0.51804835  -0.23182243
#> lag1_var4  0.352578366 0.11920092  0.21558087   0.50133942
#> const      0.619196636 0.51395670 -0.22530724   1.12754595
#> exo1      -0.040563390 0.02225481 -0.07553831  -0.01552682
#> exo2      -0.053522290 0.02639795 -0.09139744  -0.02088412
#> exo3       0.008254538 0.01626301 -0.01783278   0.02469176
#> 
#> $KEN$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.242238048 0.2325808 -0.05183405    0.5735120
#> lag1_var2 -0.284042691 0.5284039 -0.98764828    0.4639966
#> lag1_var3 -1.765587138 0.9655472 -2.92190754   -0.4558711
#> lag1_var4  1.722039552 0.9979958  0.35023524    2.8756718
#> const     -2.676219997 2.5015995 -6.09042931    0.5717334
#> exo1      -0.001036993 0.1718793 -0.16200803    0.2430592
#> exo2       0.405268281 0.2140525  0.14513049    0.6973083
#> exo3       0.151847538 0.2373632 -0.13974828    0.4582870
#> 
#> $KEN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3199591 0.8572154  -1.5503233    0.6932953
#> lag1_var2  3.9054380 2.0832771   0.9561805    6.4367582
#> lag1_var3  7.2531266 3.7267156   2.1052764   11.8064261
#> lag1_var4 -6.2904175 3.8397922 -10.9726225   -0.9306995
#> const     12.1660431 9.9556722  -0.4618811   25.9854290
#> exo1       0.1729878 0.5976765  -0.6802983    0.7382441
#> exo2      -0.4633096 0.7666860  -1.4825693    0.5893309
#> exo3       0.2909884 0.8588598  -0.8191857    1.4695705
#> 
#> $KEN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1662887 0.7099936  -1.1926323    0.6529631
#> lag1_var2  3.4031384 1.7926652   0.9391967    5.7725209
#> lag1_var3  5.6148929 3.1876104   1.3339245    9.7883055
#> lag1_var4 -4.6712354 3.2803176  -8.9696100   -0.2138434
#> const      9.9538984 8.4902390  -0.6842913   21.8959772
#> exo1       0.1776085 0.4932949  -0.5252129    0.6436937
#> exo2      -0.2123861 0.6361481  -1.0607512    0.6766670
#> exo3       0.4152440 0.7194554  -0.5086010    1.4228059
#> 
#> 
#> 
#> $KGZ
#> $KGZ$Sigma
#> $KGZ$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002954498 0.001165766 0.002115688  0.004897024
#> 
#> $KGZ$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002440123 0.002349169 -0.00614215 0.0008453152
#> Sigma[2,2]  0.088946925 0.027362819  0.06270940 0.1342619889
#> 
#> $KGZ$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.03748275 0.01357097  -0.0603638  -0.02510803
#> Sigma[3,2]  0.01680891 0.04264925  -0.0349130   0.08742484
#> Sigma[3,3]  1.02561672 0.22095259   0.7468624   1.32791872
#> 
#> $KGZ$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1] -0.03969181 0.01513929 -0.065358457  -0.02528855
#> Sigma[4,2]  0.07233375 0.05621066  0.008595576   0.16513217
#> Sigma[4,3]  1.06631367 0.23348705  0.771913504   1.37071635
#> Sigma[4,4]  1.14284184 0.25377286  0.820444203   1.45482298
#> 
#> 
#> $KGZ$A
#> $KGZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94011120 0.04475533  0.87857182   0.99612800
#> lag1_var2 -0.15819096 0.19308958 -0.40702019   0.13013750
#> lag1_var3 -0.36385267 0.32147845 -0.76161982   0.11672913
#> lag1_var4  0.36271255 0.31603681 -0.10894822   0.75225457
#> const      1.23428287 0.82604868  0.16455932   2.40005629
#> exo1       0.02493781 0.04623844 -0.03477883   0.08390346
#> exo2      -0.16578615 0.05006950 -0.23853745  -0.10449269
#> exo3      -0.07320929 0.09323385 -0.18616966   0.07319990
#> 
#> $KGZ$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.004508917 0.2247561  -0.2992079   0.34087229
#> lag1_var2  0.559606598 0.8190914  -0.6186564   1.52421420
#> lag1_var3 -0.571477800 1.2977309  -2.3916788   1.04115228
#> lag1_var4  0.545919517 1.2742523  -1.0399299   2.32836331
#> const      1.814267707 4.3774690  -3.5858174   7.88122617
#> exo1      -0.040929948 0.4409044  -0.6488585   0.57778036
#> exo2       0.734131671 0.2505429   0.3915972   1.03698612
#> exo3      -0.352216609 0.3095852  -0.8213480  -0.03053767
#> 
#> $KGZ$A$equation3
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  -0.50611867  0.8354480  -1.6890787    0.4167154
#> lag1_var2   6.18166352  2.5200947   2.5336157    9.2328109
#> lag1_var3  12.45652400  4.0084234   6.7242951   17.0965880
#> lag1_var4 -11.43274089  3.9339129 -15.9404192   -5.7826501
#> const      12.30044366 18.5582619  -6.2024523   41.0501639
#> exo1       -0.08113977  0.9736983  -1.3170949    1.2419160
#> exo2       -0.85116494  1.3166328  -2.2438542    1.3300854
#> exo3        2.22552930  1.3346065   0.1147129    3.9156017
#> 
#> $KGZ$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  -0.5085981  0.8821424  -1.7540219    0.5604044
#> lag1_var2   6.2060543  2.7181521   2.3640770    9.9246087
#> lag1_var3  11.6076928  4.3597212   5.1699910   17.3514598
#> lag1_var4 -10.5898011  4.2861658 -16.1916039   -4.2376732
#> const      12.9546434 19.8888812  -7.5481153   43.8616389
#> exo1       -0.1077067  1.2327845  -1.6426369    1.5654921
#> exo2       -0.4943981  1.4232557  -2.1417829    1.8089380
#> exo3        2.0960380  1.4667516  -0.3508878    3.8484878
#> 
#> 
#> 
#> $KHM
#> $KHM$Sigma
#> $KHM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007861701 0.002461047 0.005798835   0.01154138
#> 
#> $KHM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004501461 0.003743999 -0.009886641 0.0004111134
#> Sigma[2,2]  0.035820621 0.015496658  0.021678626 0.0610289000
#> 
#> $KHM$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.010510665 0.02157297 -0.04585125   0.01176131
#> Sigma[3,2]  0.004321899 0.03789728 -0.04821000   0.06032661
#> Sigma[3,3]  0.907545548 0.23535307  0.57609915   1.23111935
#> 
#> $KHM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01442083 0.02333516 -0.05202689  0.008970826
#> Sigma[4,2]  0.03381173 0.04659590 -0.02018136  0.110951356
#> Sigma[4,3]  0.91681764 0.23877045  0.58037559  1.238303997
#> Sigma[4,4]  0.95048240 0.24950038  0.60570273  1.283191624
#> 
#> 
#> $KHM$A
#> $KHM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.016234588 0.03597454   0.9581433   1.05578016
#> lag1_var2 -0.446005802 0.45479976  -1.1219087   0.09918681
#> lag1_var3 -0.629393724 0.60021460  -1.4808123   0.18176866
#> lag1_var4  0.627339254 0.59993168  -0.1820317   1.47826713
#> const     -0.203903689 0.91797199  -1.4785432   1.02216907
#> exo1      -0.020553963 0.06861562  -0.1052283   0.08055872
#> exo2      -0.048758876 0.06015261  -0.1161180   0.04127385
#> exo3      -0.001551353 0.12349036  -0.1591587   0.15207236
#> 
#> $KHM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.20284624 0.0820375  -0.2967542  -0.07748286
#> lag1_var2  1.32601394 0.6773976   0.3288668   2.08697394
#> lag1_var3  1.04928533 1.0364576  -0.3317283   2.29728004
#> lag1_var4 -1.03730766 1.0226114  -2.2683172   0.30099871
#> const      4.09683355 1.7059631   1.5333488   6.16261703
#> exo1      -0.01655289 0.2534826  -0.2992832   0.37063755
#> exo2       0.02211398 0.1078417  -0.1366385   0.15894908
#> exo3       0.11630014 0.2389876  -0.1276677   0.50469679
#> 
#> $KHM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.3253863 0.3803026   0.9131959    1.8874641
#> lag1_var2 -0.3552759 3.1380377  -4.7499796    3.9715455
#> lag1_var3 -1.2799663 4.0722697  -7.2269033    3.5648038
#> lag1_var4  1.7990797 4.1099280  -3.2072932    7.7641919
#> const      7.2966498 8.1136897  -7.3939251   13.7428919
#> exo1      -2.4148676 0.9594145  -3.8246850   -1.1644934
#> exo2      -0.4614406 0.6968769  -1.1446848    0.7086824
#> exo3      -2.3582120 1.2764200  -3.8797279   -0.5923070
#> 
#> $KHM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1659918 0.3744718   0.8262075    1.6995702
#> lag1_var2  0.3276946 3.0460058  -3.8906743    4.7386026
#> lag1_var3 -0.9131702 3.8044641  -6.5457983    3.8518001
#> lag1_var4  1.4440587 3.8446826  -3.4582971    7.1060882
#> const     10.3330007 8.2995742  -4.3411616   17.8524972
#> exo1      -2.4442040 1.0449794  -4.0168999   -1.2265962
#> exo2      -0.4507099 0.6863005  -1.1227735    0.7412861
#> exo3      -2.2764425 1.2701724  -3.8748437   -0.6591870
#> 
#> 
#> 
#> $KOR
#> $KOR$Sigma
#> $KOR$Sigma$equation1
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00244504 0.005959202 0.0003776893   0.01105915
#> 
#> $KOR$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009984238 0.01313607 -0.01822106   0.01017586
#> Sigma[2,2]  0.606475454 0.14547919  0.39491534   0.76494518
#> 
#> $KOR$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01520672 0.003215324   0.0112177   0.02005116
#> Sigma[3,2] -0.63820224 0.138906780  -0.7997514  -0.43716868
#> Sigma[3,3]  0.76574859 0.144056965   0.5694866   0.94503296
#> 
#> $KOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.009432464 0.007055178  0.005418122   0.02056751
#> Sigma[4,2] -0.279653240 0.059223100 -0.361693261  -0.20432695
#> Sigma[4,3]  0.391209372 0.070314057  0.303720946   0.48176694
#> Sigma[4,4]  0.228761599 0.041669172  0.175009897   0.28644199
#> 
#> 
#> $KOR$A
#> $KOR$A$equation1
#>                   mean         sd   5% quantile  95% quantile
#> lag1_var1  0.969858081 0.01474397  0.9514196373  0.9913357272
#> lag1_var2 -0.083918843 0.07170332 -0.1754209392  0.0178779587
#> lag1_var3 -0.159352336 0.11170330 -0.2992738433 -0.0024495339
#> lag1_var4  0.149889744 0.10460641  0.0009901122  0.2777326865
#> const      1.410236186 0.24303173  1.0929334091  1.7394643102
#> exo1       0.007158233 0.03459465 -0.0241774906  0.0675841379
#> exo2      -0.034708457 0.02143079 -0.0570209986  0.0004633547
#> exo3       0.031315644 0.07606764 -0.0082047086  0.1463847046
#> 
#> $KOR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.51997377 0.2662227  -0.8540701   -0.1990317
#> lag1_var2  1.50901405 2.4630418  -2.5906151    4.0699625
#> lag1_var3  1.60385468 3.9927266  -5.0105335    5.7324019
#> lag1_var4 -1.37287362 3.9313163  -5.4554653    5.1454655
#> const      1.71939227 7.5056902 -11.1616895   10.2409904
#> exo1      -0.08958905 0.6175029  -0.7846479    0.7434233
#> exo2       0.44466857 0.8185458  -0.9397979    1.4223850
#> exo3       0.22440846 0.9875199  -1.0707804    1.7517416
#> 
#> $KOR$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.7239273  0.3466615   0.2505104    1.1385627
#> lag1_var2 -0.8993245  3.1781718  -4.2727956    4.4546671
#> lag1_var3 -1.0208995  5.1643836  -6.4462104    7.6022302
#> lag1_var4  1.7428449  5.0678903  -6.6973367    7.0268876
#> const     -3.8673456 10.7130939 -16.4862747   13.9056309
#> exo1      -0.5584911  0.7356857  -1.4216590    0.5354807
#> exo2      -1.1814480  0.9010783  -2.2138891    0.3414550
#> exo3      -0.2035389  1.0261052  -1.7041776    1.1816454
#> 
#> $KOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.42285315 0.2166374   0.1086725    0.7019944
#> lag1_var2 -0.38722910 1.8056204  -2.2966428    2.6057113
#> lag1_var3 -0.71788291 2.9407490  -3.8045098    4.1071045
#> lag1_var4  1.58593379 2.8780717  -3.1234225    4.5953442
#> const     -3.58581606 6.4177374 -11.2900309    6.6933202
#> exo1      -0.63254730 0.4288181  -1.0711362    0.1012039
#> exo2      -0.93791675 0.4401288  -1.3997657   -0.2011298
#> exo3      -0.06777459 0.4825550  -0.6638096    0.5566650
#> 
#> 
#> 
#> $KWT
#> $KWT$Sigma
#> $KWT$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006526755 0.001524426 0.004839548   0.00884318
#> 
#> $KWT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0007148912 0.002894561 -0.002839924  0.005347503
#> Sigma[2,2] 0.0566003977 0.011505257  0.044636285  0.074265745
#> 
#> $KWT$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.007327237 0.01053981 -0.01977607  0.006699229
#> Sigma[3,2] -0.082860718 0.03833339 -0.12685451 -0.031624662
#> Sigma[3,3]  0.513575188 0.14635552  0.32449510  0.720443969
#> 
#> $KWT$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.006752888 0.009336329 -0.01720106  0.006311172
#> Sigma[4,2] -0.044834345 0.036523665 -0.08868815  0.006681664
#> Sigma[4,3]  0.464723408 0.129086818  0.30769855  0.653325301
#> Sigma[4,4]  0.441610584 0.113527796  0.31329404  0.616304748
#> 
#> 
#> $KWT$A
#> $KWT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.75271152 0.06171536   0.6816913   0.83069070
#> lag1_var2  0.81878631 0.45308471   0.3910177   1.47429347
#> lag1_var3  1.10487758 0.65493359   0.5033341   2.05773493
#> lag1_var4 -1.08475433 0.63911281  -2.0195391  -0.48342520
#> const      4.81031519 0.77042934   4.0567458   6.00763724
#> exo1      -0.02027547 0.07685506  -0.1246252   0.09934645
#> exo2      -0.09396821 0.12668412  -0.2508908   0.10147187
#> exo3      -0.02815273 0.09331497  -0.1377683   0.10554442
#> 
#> $KWT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08433225 0.1286274  -0.2730840   0.03595516
#> lag1_var2  1.11308808 0.5840460   0.3983985   2.06296123
#> lag1_var3  0.62205324 0.8442042  -0.3797816   2.03306084
#> lag1_var4 -0.56110514 0.8202840  -1.9251914   0.41659503
#> const     -1.55731150 1.7714188  -3.5794737   0.94230736
#> exo1       0.21583221 0.2578306  -0.1204761   0.55851200
#> exo2       1.16004594 0.1206757   1.0085639   1.32842047
#> exo3      -0.07436829 0.2595174  -0.4150293   0.23197264
#> 
#> $KWT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.3544221 0.3563728   0.7573968   1.79825211
#> lag1_var2 -3.2394074 2.2793497  -6.1699452   0.17368668
#> lag1_var3 -5.4709828 3.2734115  -9.5802807  -0.51480391
#> lag1_var4  5.9704570 3.1979248   1.1780407  10.04741864
#> const     -1.1677288 4.0556328  -7.3669435   3.26370173
#> exo1      -0.6342826 0.6840639  -1.6674914   0.33836829
#> exo2      -4.9700607 0.6842880  -6.0681803  -4.25862364
#> exo3      -0.8326418 0.5401715  -1.4623338   0.02080372
#> 
#> $KWT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.3108530 0.3112135   0.7774458    1.6533638
#> lag1_var2 -2.8943862 2.1267467  -5.5153419    0.2409328
#> lag1_var3 -5.6769247 3.0720313  -9.4209247   -1.0801059
#> lag1_var4  6.2200278 3.0016448   1.7732575    9.9217147
#> const     -2.7292930 3.8119391  -8.9303608    0.9063740
#> exo1      -0.5006285 0.5573236  -1.3433120    0.2882677
#> exo2      -4.2594753 0.6985436  -5.3379590   -3.5229577
#> exo3      -0.8792544 0.5178594  -1.4995168   -0.1137008
#> 
#> 
#> 
#> $LAO
#> $LAO$Sigma
#> $LAO$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001717105 6.521416e-05 0.0001046916 0.0002779274
#> 
#> $LAO$Sigma$equation2
#>                   mean           sd   5% quantile 95% quantile
#> Sigma[2,1] 0.000545178 0.0006142718 -8.573116e-05  0.001538996
#> Sigma[2,2] 0.067245743 0.0221957482  4.606205e-02  0.103290461
#> 
#> $LAO$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.001171296 0.000906621 -0.002401723 -1.617322e-05
#> Sigma[3,2] -0.100216810 0.036235656 -0.159118131 -6.388905e-02
#> Sigma[3,3]  0.186776268 0.060841038  0.122931529  2.810902e-01
#> 
#> $LAO$Sigma$equation4
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0008578289 0.0006448513 -0.001913453 -8.610787e-05
#> Sigma[4,2] -0.0600261128 0.0233040125 -0.097106942 -3.651579e-02
#> Sigma[4,3]  0.1273778857 0.0397870412  0.082508729  1.862728e-01
#> Sigma[4,4]  0.0920598147 0.0263822454  0.059737454  1.296015e-01
#> 
#> 
#> $LAO$A
#> $LAO$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.992113913 0.005360965  0.98582900  1.000313491
#> lag1_var2 -0.179678044 0.085388697 -0.32702503 -0.086840965
#> lag1_var3 -0.279914660 0.142878215 -0.52836798 -0.127689704
#> lag1_var4  0.268361046 0.140334945  0.11865719  0.512160204
#> const      0.969526582 0.170170608  0.75112206  1.184267633
#> exo1      -0.006556449 0.012467988 -0.02614256  0.006752263
#> exo2      -0.051154643 0.009281088 -0.06019843 -0.037732646
#> exo3      -0.021370783 0.017234305 -0.04446192  0.001856619
#> 
#> $LAO$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02302984 0.06423617 -0.06546175   0.10713326
#> lag1_var2  1.24638717 1.16376688 -0.53409880   2.46685461
#> lag1_var3  0.44735970 1.85229473 -2.47490453   2.28331891
#> lag1_var4 -0.48788119 1.82131367 -2.28350547   2.39489471
#> const      2.02238743 1.89125007 -0.55240181   4.17145283
#> exo1      -0.16571816 0.16481624 -0.31922781   0.11402188
#> exo2      -0.19951335 0.30156689 -0.54211742   0.21309784
#> exo3      -0.16772528 0.18849064 -0.38540703   0.08354377
#> 
#> $LAO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3931948 0.1281460   0.1857014    0.5070742
#> lag1_var2 -1.1847201 1.7558695  -3.2519767    1.4521654
#> lag1_var3 -1.4704425 2.8253150  -4.7264321    2.8232914
#> lag1_var4  2.4465969 2.7956810  -1.7962695    5.6742367
#> const     -8.0770366 3.4552401 -13.0541460   -3.5459091
#> exo1       0.1213636 0.2720989  -0.2994796    0.3997553
#> exo2       0.2705474 0.4142578  -0.2827580    0.8606790
#> exo3       1.1417820 0.3050283   0.7854232    1.6024529
#> 
#> $LAO$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.40979864 0.09825665   0.2536325    0.5016223
#> lag1_var2 -0.73627678 1.12059809  -2.2002161    0.8191339
#> lag1_var3 -1.71999246 1.82449928  -4.0360840    0.7983380
#> lag1_var4  2.67824028 1.81238204   0.1869077    4.9951569
#> const     -7.32898848 2.52913329 -10.9541439   -3.9682173
#> exo1       0.02126468 0.20323727  -0.2934290    0.2619159
#> exo2       0.16276145 0.25142825  -0.1611638    0.5517054
#> exo3       1.06811312 0.20686341   0.8406509    1.3991326
#> 
#> 
#> 
#> $LBN
#> $LBN$Sigma
#> $LBN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001525991 0.0003249103 0.0009948388  0.001866429
#> 
#> $LBN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01295762 0.004785604 -0.02097327 -0.007834612
#> Sigma[2,2]  0.26113790 0.100864117  0.17269854  0.438498020
#> 
#> $LBN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001485963 0.001892807 -0.001046369  0.003770705
#> Sigma[3,2] -0.045543810 0.030333162 -0.100626902 -0.019852363
#> Sigma[3,3]  0.089951040 0.019861152  0.066744410  0.120576855
#> 
#> $LBN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.004974004 0.002601089 -0.008870003 -0.001811921
#> Sigma[4,2]  0.082296220 0.028197339  0.055854105  0.130588180
#> Sigma[4,3]  0.077887176 0.022068358  0.051410723  0.107911107
#> Sigma[4,4]  0.129855070 0.019921408  0.102478926  0.155819147
#> 
#> 
#> $LBN$A
#> $LBN$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.90559132 0.02167666  0.882204729   0.94195368
#> lag1_var2  0.01610193 0.04736880 -0.054183467   0.07483104
#> lag1_var3  0.06204894 0.10033768 -0.080345113   0.18804084
#> lag1_var4 -0.05031237 0.08880092 -0.163789680   0.07675002
#> const      1.89562966 0.40423063  1.437607769   2.52846759
#> exo1       0.04734260 0.04299917  0.001268879   0.10964259
#> exo2      -0.25463092 0.03380454 -0.293248496  -0.20766631
#> exo3       0.05611435 0.04439152  0.009906899   0.12455658
#> 
#> $LBN$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.64325462 0.3579122   0.06842837   1.04335568
#> lag1_var2 -0.29404405 0.6644484  -1.13506326   0.64368056
#> lag1_var3 -2.27818765 1.5202752  -4.24936338  -0.17192717
#> lag1_var4  2.14945201 1.2952933   0.38023635   3.83283352
#> const     -7.40016373 5.4921835 -16.21033546  -1.65464476
#> exo1      -0.77613330 0.5158634  -1.44799595  -0.07436319
#> exo2       1.61109723 0.4218893   1.20291508   2.29039147
#> exo3       0.08410185 0.5801996  -0.69674664   0.96270151
#> 
#> $LBN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1763270 0.1838491 -0.06360669   0.42147148
#> lag1_var2 -0.2872675 0.2643429 -0.61661625   0.05368476
#> lag1_var3  0.5637300 0.6220132 -0.19616302   1.37692530
#> lag1_var4  0.4215536 0.5373380 -0.26449196   1.06414598
#> const     -2.7735008 1.5235428 -4.66984875  -0.56578230
#> exo1       0.7974295 0.2326165  0.46026032   1.09776164
#> exo2      -1.9980586 0.3050008 -2.42685614  -1.61418468
#> exo3      -1.0449924 0.2048466 -1.29692241  -0.74148633
#> 
#> $LBN$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5047062 0.1240146   0.36533121    0.6975479
#> lag1_var2 -0.8622209 0.3731085  -1.34578211   -0.3911205
#> lag1_var3 -1.3891100 0.8531516  -2.54147511   -0.3345197
#> lag1_var4  2.3355508 0.7600057   1.37374763    3.3416768
#> const     -7.6768918 3.6043565 -13.35410854   -3.9134607
#> exo1       0.5123765 0.3455017  -0.06079036    0.8893116
#> exo2      -1.3778374 0.5212561  -1.97511401   -0.6512978
#> exo3      -1.1708114 0.3998283  -1.79957268   -0.6873533
#> 
#> 
#> 
#> $LBR
#> $LBR$Sigma
#> $LBR$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.03465492 0.005824589  0.02537642   0.04164543
#> 
#> $LBR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01135472 0.003288821 -0.01689754 -0.007782049
#> Sigma[2,2]  0.02902590 0.005976279  0.02388407  0.039754567
#> 
#> $LBR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008620935 0.003458329  0.003199536   0.01249493
#> Sigma[3,2] -0.028932199 0.006843312 -0.040463780  -0.02265183
#> Sigma[3,3]  0.033736100 0.008547391  0.025227040   0.04763177
#> 
#> $LBR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.000175524 0.003416874 -0.004371394  0.004984006
#> Sigma[4,2] -0.006879932 0.002898327 -0.011470400 -0.003556683
#> Sigma[4,3]  0.011925508 0.003716292  0.007714630  0.017387010
#> Sigma[4,4]  0.006890032 0.001890457  0.004580090  0.009563968
#> 
#> 
#> $LBR$A
#> $LBR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.957084912 0.03399112   0.9025138    0.9943551
#> lag1_var2  0.293370510 0.39955280  -0.3536573    0.7380474
#> lag1_var3  0.528891842 0.55071053  -0.3223006    1.1557073
#> lag1_var4 -0.551517215 0.54170606  -1.1689963    0.2831037
#> const      2.992214201 2.22200859   0.7104846    6.7005728
#> exo1      -0.030644093 0.17205006  -0.2870151    0.1936920
#> exo2       0.003117076 0.22741106  -0.3430596    0.2212506
#> exo3       0.170950513 0.24751263  -0.1349160    0.5061482
#> 
#> $LBR$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.106710065 0.05333601  0.03752344    0.1793363
#> lag1_var2  0.003433357 0.49167610 -0.59946824    0.7112339
#> lag1_var3 -0.893802600 0.67612330 -1.66092095    0.1013554
#> lag1_var4  0.890501245 0.66939629 -0.08341763    1.6583472
#> const     -1.268912058 2.10365142 -3.98849935    1.5498221
#> exo1      -0.006629999 0.07962001 -0.10333361    0.1060376
#> exo2       1.039462498 0.16397991  0.80100870    1.2616454
#> exo3       0.272661168 0.22841691 -0.11243753    0.5370059
#> 
#> $LBR$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.06771229 0.07576836 -0.18900806   0.02371237
#> lag1_var2  1.19883983 0.49661698  0.47078124   1.75830893
#> lag1_var3  2.18170090 0.66991669  1.20688304   2.98600367
#> lag1_var4 -1.20991016 0.65074089 -1.99762219  -0.28479703
#> const      2.89750815 2.86382272 -0.48476221   7.21227404
#> exo1       0.02312502 0.07522758 -0.08527068   0.11238757
#> exo2      -1.49623672 0.19716790 -1.73848080  -1.19893474
#> exo3      -0.12012826 0.22510662 -0.39929079   0.22511080
#> 
#> $LBR$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.01415387 0.04266316 -0.05701418   0.05598923
#> lag1_var2  0.76013116 0.26599576  0.44796825   1.15461731
#> lag1_var3  0.91671383 0.35556670  0.47054506   1.45261587
#> lag1_var4  0.06041593 0.35460145 -0.47198639   0.50866342
#> const      1.31285846 1.59516267 -0.87747527   3.72436668
#> exo1       0.01888944 0.04775657 -0.04631938   0.08194409
#> exo2      -0.72972779 0.09508403 -0.83988165  -0.58929115
#> exo3       0.08653366 0.09728804 -0.01255849   0.21885086
#> 
#> 
#> 
#> $LBY
#> $LBY$Sigma
#> $LBY$Sigma$equation1
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.03311153 0.01154318  0.01624876   0.04878709
#> 
#> $LBY$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01533192 0.01045525 -0.02928490 -0.001875521
#> Sigma[2,2]  0.08101295 0.01723483  0.05705289  0.100310501
#> 
#> $LBY$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004968416 0.008270077 -0.007037416   0.01336591
#> Sigma[3,2] -0.043120278 0.028507534 -0.092677364  -0.01274094
#> Sigma[3,3]  0.212007508 0.064936348  0.154499723   0.32099691
#> 
#> $LBY$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.003504245 0.009757407 -0.01848209  0.008803777
#> Sigma[4,2] -0.007405141 0.033735104 -0.06046255  0.033297486
#> Sigma[4,3]  0.239257529 0.074828593  0.17841134  0.372770378
#> Sigma[4,4]  0.293752436 0.092094424  0.22073424  0.463733155
#> 
#> 
#> $LBY$A
#> $LBY$A$equation1
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.57440197 0.1486333   0.3503961   0.73335809
#> lag1_var2  0.33129550 0.1505077   0.1647010   0.56739972
#> lag1_var3  0.76861942 0.3071955   0.3715332   1.18909392
#> lag1_var4 -0.62016777 0.2472525  -0.9639484  -0.28842665
#> const      4.18171095 1.2259100   2.7450456   5.92798116
#> exo1       0.11203467 0.1975443  -0.1931000   0.35394325
#> exo2      -0.27437798 0.2156157  -0.5111601  -0.01642826
#> exo3       0.03041241 0.1245570  -0.1368386   0.17383935
#> 
#> $LBY$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.02647024 0.1955105 -0.31494636    0.1826832
#> lag1_var2  0.75387181 0.2567031  0.40139976    1.0761342
#> lag1_var3  1.57967175 0.5803445  0.81117181    2.3845569
#> lag1_var4 -1.21097737 0.4968248 -1.89521197   -0.5523554
#> const      2.20178691 3.0329270 -2.63324549    6.0143125
#> exo1       0.04855476 0.2948986 -0.39021685    0.4291615
#> exo2       0.24270315 0.1968309 -0.03046471    0.4882116
#> exo3       0.74283999 0.2776814  0.25897434    0.9639103
#> 
#> $LBY$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.23870443 0.1828806   0.0326185    0.5187939
#> lag1_var2  0.11137209 0.2062924  -0.1629813    0.3818599
#> lag1_var3 -0.35519150 0.4520219  -1.0384128    0.1982460
#> lag1_var4  0.99604608 0.3422759   0.5923023    1.5282268
#> const     -3.19050605 3.9167061  -8.1972136    2.7019580
#> exo1      -0.03464623 0.3488664  -0.5474721    0.3748215
#> exo2      -3.05054723 0.6728178  -3.8767120   -1.9564162
#> exo3      -0.51441113 0.5942583  -1.2619763    0.3143871
#> 
#> $LBY$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.28602095 0.2233898 -0.004352354    0.6204979
#> lag1_var2  0.05365926 0.2828431 -0.306882770    0.4865837
#> lag1_var3 -0.65337390 0.6500475 -1.560571562    0.3015449
#> lag1_var4  1.44150207 0.5101213  0.689622787    2.1530664
#> const     -3.85340518 4.0719543 -9.262150704    1.8125404
#> exo1      -0.02066085 0.5243289 -0.743753045    0.6488757
#> exo2      -3.64391209 0.7708016 -4.537381860   -2.3659601
#> exo3      -0.21083042 0.6227146 -1.037549555    0.6130378
#> 
#> 
#> 
#> $LCA
#> $LCA$Sigma
#> $LCA$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001763955 0.000673472 0.001155482  0.002834251
#> 
#> $LCA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03090791 0.01621056 -0.04780087  -0.00566412
#> Sigma[2,2]  3.74354350 0.65638187  3.05920262   4.73025412
#> 
#> $LCA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03842472 0.01205727  0.02303729   0.05478176
#> Sigma[3,2] -2.78638989 0.40729901 -3.46687291  -2.40793753
#> Sigma[3,3]  2.70530937 0.34712916  2.22827117   3.12693521
#> 
#> $LCA$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02160731 0.006931468   0.0120047   0.02996926
#> Sigma[4,2] -0.38668980 0.336938008  -0.8306383  -0.01367687
#> Sigma[4,3]  1.09045239 0.306890294   0.6352343   1.45292731
#> Sigma[4,4]  1.06556769 0.235233093   0.7343614   1.39530846
#> 
#> 
#> $LCA$A
#> $LCA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96598649 0.04600572  0.89735816   1.02083123
#> lag1_var2 -0.02587749 0.04430865 -0.07741363   0.04033721
#> lag1_var3 -0.04493834 0.06670274 -0.12120672   0.05687869
#> lag1_var4  0.03374848 0.05242847 -0.04599679   0.09450132
#> const      1.41275820 0.37913728  0.93360030   1.90253176
#> exo1       0.03257744 0.03777857 -0.01883611   0.08561545
#> exo2      -0.27233438 0.05457094 -0.34545537  -0.20535344
#> exo3       0.05902593 0.04661768 -0.01332087   0.11444314
#> 
#> $LCA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.66384527  2.522483   -2.596656    4.2619058
#> lag1_var2 -0.09513567  1.697169   -2.489625    1.9285046
#> lag1_var3 -1.40078518  2.478838   -4.828621    1.4170881
#> lag1_var4  1.04888021  2.041979   -1.402866    3.8259803
#> const     12.00457627 37.207350  -38.214923   63.3166001
#> exo1      -1.69865189  1.807119   -4.467038    0.4828937
#> exo2       8.87286010  1.732360    6.154913   10.9908390
#> exo3      -3.03841696  3.713746   -7.508634    1.9115653
#> 
#> $LCA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.4698365  2.389033  -3.2902979     3.164473
#> lag1_var2   1.0785099  1.626316  -1.0234227     3.381151
#> lag1_var3   2.3132695  2.448173  -0.7992896     5.867048
#> lag1_var4  -1.2329726  1.910226  -3.9566521     1.296601
#> const     -18.6653432 23.577032 -54.3419261    12.290958
#> exo1        1.2926747  1.627919  -0.7324385     3.622625
#> exo2      -16.4689665  1.650660 -18.8546304   -14.320442
#> exo3        6.2237085  2.861111   2.1710292     9.730705
#> 
#> $LCA$A$equation4
#>                   mean       sd 5% quantile 95% quantile
#> lag1_var1   1.04804328 1.375546  -0.9179499     2.645350
#> lag1_var2   0.66814211 1.016586  -0.7730142     1.991978
#> lag1_var3   0.81363826 1.562796  -1.3848847     2.912240
#> lag1_var4   0.05117012 1.188618  -1.4620988     1.747406
#> const     -15.34354385 8.275334 -25.3299042    -1.906319
#> exo1        0.25298833 1.043286  -1.2420970     1.398551
#> exo2      -13.84275149 1.275666 -15.3951084   -11.949035
#> exo3        5.59878184 1.918952   2.7451420     7.608697
#> 
#> 
#> 
#> $LKA
#> $LKA$Sigma
#> $LKA$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001017106 0.0003827125 0.000476011  0.001518877
#> 
#> $LKA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01093997 0.004507821 -0.01726283 -0.005139347
#> Sigma[2,2]  0.48469395 0.117885244  0.30725053  0.643045588
#> 
#> $LKA$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01050669 0.008175558  0.002933514   0.02405216
#> Sigma[3,2] -0.43482135 0.087533177 -0.524845769  -0.29042723
#> Sigma[3,3]  0.99028414 0.161957929  0.803644635   1.24291481
#> 
#> $LKA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004900918 0.007149797 -0.002473867   0.01696848
#> Sigma[4,2] -0.188274178 0.094043852 -0.298906944  -0.06322720
#> Sigma[4,3]  0.818234709 0.152787120  0.645267941   1.06274636
#> Sigma[4,4]  0.776583586 0.141270928  0.585011159   0.98177549
#> 
#> 
#> $LKA$A
#> $LKA$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.954953379 0.01456860  0.937243409  0.975887781
#> lag1_var2 -0.055093995 0.04555796 -0.121516736 -0.008718238
#> lag1_var3 -0.092823198 0.08216074 -0.210922568 -0.003534136
#> lag1_var4  0.088954057 0.07767274  0.005996196  0.199974239
#> const      1.396206930 0.35358182  0.859139851  1.831005824
#> exo1       0.003611653 0.02143428 -0.023865419  0.030890800
#> exo2      -0.082448410 0.03288520 -0.128025124 -0.042180221
#> exo3       0.019494320 0.03665337 -0.022816825  0.069572891
#> 
#> $LKA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.34975191 0.4093191 -1.07505459   0.04856063
#> lag1_var2  1.39659078 1.2368219 -0.20502413   3.29555124
#> lag1_var3  1.10995396 2.1861565 -1.63747757   4.54848010
#> lag1_var4 -0.99396122 2.1245231 -4.32291725   1.67828591
#> const      3.51428464 7.7699009 -3.83829612  15.62196586
#> exo1      -0.26245450 0.4507749 -1.00638523   0.24880530
#> exo2       0.78713391 0.8032618 -0.06044696   1.97541413
#> exo3      -0.04232143 0.6711302 -0.98273379   0.75657819
#> 
#> $LKA$A$equation3
#>                 mean         sd   5% quantile 95% quantile
#> lag1_var1  0.2504702  0.4018834  -0.209804884    0.8434476
#> lag1_var2  2.1002239  1.5433609   0.001502777    4.1730876
#> lag1_var3  4.1222541  2.7032187   0.379889768    7.7743526
#> lag1_var4 -3.3302429  2.6022166  -6.790864591    0.2601509
#> const      2.3388543 11.5684568 -13.995133587   18.4306407
#> exo1      -0.3980000  0.7439958  -1.468663635    0.5266787
#> exo2      -2.1197577  1.2239014  -4.104252605   -0.5161207
#> exo3      -1.4373283  0.7121258  -2.417387716   -0.6044978
#> 
#> $LKA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04426575 0.2696405  -0.2963794    0.4510346
#> lag1_var2  2.75685157 1.0175685   1.3157988    4.2763088
#> lag1_var3  4.48953242 1.7786598   1.9399550    7.1677937
#> lag1_var4 -3.62247540 1.6971324  -6.1423641   -1.1757292
#> const      3.82396102 9.6990713 -10.1160870   17.4378233
#> exo1      -0.59992645 0.8250675  -1.9189948    0.3358459
#> exo2      -1.81861146 1.1146505  -3.4471329   -0.2144026
#> exo3      -1.57058293 0.6241501  -2.5065666   -0.8647908
#> 
#> 
#> 
#> $LSO
#> $LSO$Sigma
#> $LSO$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001577972 0.002954782 0.0003521909  0.006022849
#> 
#> $LSO$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001825738 0.004178751 -0.005179039  0.004347705
#> Sigma[2,2]  0.042281331 0.011166521  0.028606292  0.059299491
#> 
#> $LSO$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.009914092 0.03619077 -0.06256857  0.004018564
#> Sigma[3,2] -0.057463505 0.04435976 -0.13155217 -0.029495391
#> Sigma[3,3]  0.287730515 0.43582512  0.09241343  0.928766075
#> 
#> $LSO$Sigma$equation4
#>                  mean        sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0130810 0.0398172 -0.07130374  0.002934912
#> Sigma[4,2] -0.0382637 0.0513043 -0.12270028 -0.010298762
#> Sigma[4,3]  0.3009646 0.4818197  0.08784522  1.009023296
#> Sigma[4,4]  0.3305959 0.5309302  0.09427475  1.114442615
#> 
#> 
#> $LSO$A
#> $LSO$A$equation1
#>                   mean         sd  5% quantile  95% quantile
#> lag1_var1  0.961803339 0.02898058  0.931869835  1.0087965285
#> lag1_var2 -0.033081385 0.03635672 -0.093734713  0.0005984966
#> lag1_var3 -0.070079931 0.06223710 -0.163911793  0.0069618048
#> lag1_var4  0.059934302 0.05363604 -0.007485162  0.1398954166
#> const      1.296181518 0.32213855  0.867958660  1.6713048555
#> exo1       0.024234049 0.02174697 -0.006302014  0.0549811722
#> exo2      -0.077905374 0.03812295 -0.133059082 -0.0276050106
#> exo3      -0.008692626 0.05266544 -0.075832764  0.0664300657
#> 
#> $LSO$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.35378540 0.1796886  0.09368441    0.6108669
#> lag1_var2  0.46198234 0.2398085  0.17214773    0.7831124
#> lag1_var3  0.13709302 0.5007461 -0.40763562    0.8046643
#> lag1_var4 -0.12263596 0.4347191 -0.70277662    0.3470109
#> const      1.60627972 1.8669789 -0.41664790    4.1371532
#> exo1      -0.09082056 0.1473252 -0.27109109    0.1083905
#> exo2       1.90276642 0.2277584  1.59997228    2.2365458
#> exo3       1.01837504 0.1598313  0.75169380    1.2080538
#> 
#> $LSO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9901972 0.5406306  -1.8997013   -0.5468895
#> lag1_var2  1.1499589 0.7957919   0.2858358    2.3160163
#> lag1_var3  2.0394761 1.2249807   0.6999428    3.8847592
#> lag1_var4 -0.8790217 1.0462515  -2.4520018    0.2765562
#> const      2.6054485 4.8169871  -3.3168452   10.0020134
#> exo1       0.0379791 0.3223311  -0.4241788    0.4291190
#> exo2      -1.2237338 0.4890655  -1.9392287   -0.5693704
#> exo3      -0.7286078 0.5302718  -1.1482960    0.2010590
#> 
#> $LSO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9407894 0.5732817  -1.8676041   -0.4658581
#> lag1_var2  1.0761035 0.8322699   0.1931121    2.3556261
#> lag1_var3  1.4724339 1.2094003   0.1686242    3.2532477
#> lag1_var4 -0.2495167 1.0314913  -1.7619288    0.8746494
#> const      3.1259332 5.1159506  -2.7152319   10.2704222
#> exo1      -0.0304641 0.3419740  -0.4692172    0.4168042
#> exo2      -0.1637497 0.5597034  -1.0319805    0.5577727
#> exo3      -0.1751523 0.6658402  -0.7643125    0.9971835
#> 
#> 
#> 
#> $LTU
#> $LTU$Sigma
#> $LTU$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003125126 0.001024603 0.002116348  0.004944902
#> 
#> $LTU$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07641496 0.04754167  -0.1592755  -0.04199946
#> Sigma[2,2]  7.78480104 2.29087002   5.3717970  11.42100734
#> 
#> $LTU$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04681337 0.02720768  0.02267393    0.0941438
#> Sigma[3,2] -4.65745210 1.39481827 -6.73474557   -2.8810769
#> Sigma[3,3]  3.28297610 0.85512634  2.10537991    4.5060481
#> 
#> $LTU$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.002852346 0.007606601 -0.007305039   0.01414781
#> Sigma[4,2] 0.066610550 0.286226000 -0.248223058   0.46666442
#> Sigma[4,3] 0.494744993 0.149484807  0.259295133   0.64242915
#> Sigma[4,4] 0.589396735 0.095103809  0.459691412   0.70876031
#> 
#> 
#> $LTU$A
#> $LTU$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.033748222 0.01842185  1.01331932   1.06423570
#> lag1_var2 -0.093812752 0.03796682 -0.14895777  -0.05383880
#> lag1_var3 -0.167875486 0.06170289 -0.25860382  -0.10194039
#> lag1_var4  0.143527243 0.05760461  0.08065351   0.22958139
#> const      0.594859465 0.44698616 -0.16368386   1.12364586
#> exo1      -0.058562871 0.06394441 -0.15527002   0.01877402
#> exo2      -0.001231246 0.05198096 -0.05754818   0.07667975
#> exo3       0.042844913 0.06487914 -0.04820728   0.13219410
#> 
#> $LTU$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.207452  1.103615  -3.3507633  -0.41603853
#> lag1_var2  2.342339  1.230575   0.7698848   3.92549254
#> lag1_var3  2.722323  2.068984   0.1186236   5.37524519
#> lag1_var4 -2.420216  2.036352  -5.0370118   0.07791621
#> const     38.370553 25.222027  -0.5667427  68.96321880
#> exo1       2.803573  2.057648   1.0251041   6.03414683
#> exo2       1.366440  2.699774  -2.8764951   3.74660136
#> exo3      -1.011618  2.951692  -4.6413374   3.15196103
#> 
#> $LTU$A$equation3
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1   2.0536608  0.8271010   0.92083323    3.1017219
#> lag1_var2  -1.1812458  0.9459389  -2.55936777   -0.0660598
#> lag1_var3  -1.2385657  1.5949031  -3.54621201    0.6910393
#> lag1_var4   1.9088137  1.5575952   0.05074897    4.1405697
#> const     -31.7034906 19.2437042 -55.40740533   -6.3738512
#> exo1       -1.9375009  1.6618257  -4.44926801    0.1550668
#> exo2       -0.4971825  1.7087350  -2.27977738    2.0509663
#> exo3        0.1916824  2.1580987  -3.20470335    2.7167845
#> 
#> $LTU$A$equation4
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1  0.6821135 0.4217514   0.139266957    1.2973001
#> lag1_var2 -0.1648650 0.6367344  -1.137583415    0.5006889
#> lag1_var3 -0.2362640 1.0743786  -1.893552983    0.9206672
#> lag1_var4  1.1150066 1.0051419   0.003430674    2.6451153
#> const     -9.0748074 8.4463495 -19.453530453    2.3633788
#> exo1      -0.3405537 1.1167874  -1.807338817    1.3164026
#> exo2       0.3520333 0.7190313  -0.399700191    1.3746077
#> exo3      -0.4611302 0.7040650  -1.506810155    0.5088887
#> 
#> 
#> 
#> $LUX
#> $LUX$Sigma
#> $LUX$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005173233 0.0001537067 0.0003794336 0.0007569774
#> 
#> $LUX$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] 0.0005205724 0.002605249 -0.00273687  0.004402171
#> Sigma[2,2] 0.3728073335 0.129984341  0.24153727  0.584872340
#> 
#> $LUX$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0006314087 0.001939776 -0.002607581  0.002444971
#> Sigma[3,2] -0.0995541317 0.060738145 -0.191847197 -0.043050273
#> Sigma[3,3]  0.4281117584 0.079537009  0.343890616  0.557430739
#> 
#> $LUX$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003937231 0.001719421 -0.002983799  0.001688656
#> Sigma[4,2]  0.1151657733 0.085744070  0.045782805  0.253866110
#> Sigma[4,3]  0.3886684386 0.079384360  0.318364819  0.507477304
#> Sigma[4,4]  0.4743441606 0.103116284  0.368005285  0.616211978
#> 
#> 
#> $LUX$A
#> $LUX$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96667055 0.00906158  0.95246101  0.978138310
#> lag1_var2 -0.08147558 0.04330867 -0.13461775 -0.023864926
#> lag1_var3 -0.14986682 0.07624816 -0.23753921 -0.046720430
#> lag1_var4  0.14223026 0.07365875  0.04349136  0.228252458
#> const      1.26092075 0.18030837  0.97375951  1.467675748
#> exo1      -0.01975469 0.01890378 -0.04364346  0.004914406
#> exo2      -0.03480211 0.02411176 -0.07219746 -0.012088560
#> exo3       0.04047560 0.01529734  0.02546107  0.067584035
#> 
#> $LUX$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6364863 0.4609134 -1.34945278   -0.1735205
#> lag1_var2  1.8812685 1.6283563 -0.35293335    3.6465324
#> lag1_var3  2.1473035 2.9401164 -1.86432211    5.4055603
#> lag1_var4 -1.8939341 2.7769356 -4.97050094    1.8800927
#> const      3.1140299 5.9877363 -5.77537657   11.1443548
#> exo1       0.5691972 0.6085182 -0.21431750    1.2180625
#> exo2       0.8217633 0.6426835 -0.07936404    1.6411942
#> exo3      -0.8305364 0.6923482 -1.82887651    0.1756719
#> 
#> $LUX$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0128786 0.4194055   0.4051923   1.48413475
#> lag1_var2 -1.7669861 1.0081755  -3.3121568  -0.47772993
#> lag1_var3 -2.5580559 1.8324869  -5.3075066  -0.26315420
#> lag1_var4  3.2326124 1.7505656   1.0098319   5.86975917
#> const     -7.6853156 6.0704416 -16.2395983  -0.54250684
#> exo1      -0.5252897 0.5045053  -1.2520743  -0.02869407
#> exo2      -0.5257131 0.7331007  -1.5250653   0.47454155
#> exo3       1.2112949 0.4815417   0.5494716   1.76320824
#> 
#> $LUX$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.66039798 0.5488953  -0.1301402    1.3342454
#> lag1_var2 -1.07509642 1.2092908  -2.5647374    0.4570366
#> lag1_var3 -2.00899648 2.2455076  -4.9316403    0.7236276
#> lag1_var4  2.83875265 2.1135038   0.2931716    5.5560603
#> const     -6.77467017 7.0527959 -16.8350019    2.1149658
#> exo1      -0.22366297 0.6186229  -1.1842311    0.5423200
#> exo2      -0.02213518 0.6225393  -0.9522644    0.8260925
#> exo3       0.76832062 0.6405523  -0.1165418    1.6830885
#> 
#> 
#> 
#> $LVA
#> $LVA$Sigma
#> $LVA$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004424135 0.0009580349 0.003241323  0.005792458
#> 
#> $LVA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04950659 0.01932099 -0.07527551  -0.02311408
#> Sigma[2,2]  4.84749549 1.11195019  3.95358270   6.58855020
#> 
#> $LVA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03028567 0.01509742   0.0105633   0.05014404
#> Sigma[3,2] -3.32663312 0.86696137  -4.6981392  -2.51201764
#> Sigma[3,3]  2.62804855 0.70900545   1.9174944   3.80151573
#> 
#> $LVA$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0009193221 0.007419872 -0.007682569   0.01173783
#> Sigma[4,2] -0.4317533250 0.265879871 -0.825111976  -0.05546268
#> Sigma[4,3]  0.6873828587 0.224879050  0.444628032   1.06060923
#> Sigma[4,4]  0.4831616739 0.152936480  0.340675502   0.72748747
#> 
#> 
#> $LVA$A
#> $LVA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.07585103 0.02606210  1.04321009   1.11219111
#> lag1_var2 -0.15766806 0.06131347 -0.26201884  -0.09766583
#> lag1_var3 -0.27773228 0.10437065 -0.45508345  -0.17309712
#> lag1_var4  0.22311962 0.09232140  0.12760949   0.37967979
#> const      1.37970288 0.60682194  0.72683495   2.35416468
#> exo1       0.01172076 0.06473822 -0.04747944   0.11662839
#> exo2       0.01070178 0.08049967 -0.07688405   0.14294205
#> exo3       0.08114400 0.05377500  0.01616157   0.15395349
#> 
#> $LVA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -3.9251672  1.129930   -5.885344    -2.787760
#> lag1_var2  5.7851929  2.075383    3.200945     8.864384
#> lag1_var3  8.5171563  3.482750    4.148980    13.639626
#> lag1_var4 -6.8902019  3.248394  -11.529285    -2.703163
#> const     -0.5024922 28.848307  -35.827286    43.218643
#> exo1       0.3928187  1.908380   -1.897740     3.242615
#> exo2      -0.4232198  1.494889   -2.699261     1.379164
#> exo3      -2.0183438  2.342675   -4.753308     1.533295
#> 
#> $LVA$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  2.7176150  0.7901579   1.9362997     4.107650
#> lag1_var2 -3.1119016  1.6238316  -5.4977835    -1.418045
#> lag1_var3 -4.4082873  2.7182702  -8.4174112    -1.627673
#> lag1_var4  4.2060484  2.5307053   1.5299614     7.857910
#> const      5.9239101 17.5047647 -21.5318699    28.882296
#> exo1       0.3874421  1.3502303  -1.4573205     2.241986
#> exo2       0.8405324  1.0820157  -0.7319496     2.288203
#> exo3       0.4474555  1.6687581  -1.8372676     2.512227
#> 
#> $LVA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.37130904 0.2156548   0.1972763    0.7435262
#> lag1_var2 -0.08308407 0.9603121  -1.4752338    1.1476049
#> lag1_var3 -0.01857308 1.6108510  -2.3589665    2.0659522
#> lag1_var4  0.79545804 1.4895286  -1.1738413    2.9310841
#> const      5.32758861 6.8800924  -2.9661720   14.5810368
#> exo1       0.68230167 0.7981716  -0.5401919    1.7132412
#> exo2       0.69542804 0.4086643   0.1323803    1.1818036
#> exo3      -0.80016229 0.4744089  -1.4041102   -0.1273698
#> 
#> 
#> 
#> $MAC
#> $MAC$Sigma
#> $MAC$Sigma$equation1
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01672617 0.00334119  0.01203907   0.02131129
#> 
#> $MAC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02679084 0.01282946 -0.04040013 -0.005859404
#> Sigma[2,2]  0.32934282 0.09381623  0.21910511  0.443269181
#> 
#> $MAC$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04125631 0.01417794  0.02398886   0.06114027
#> Sigma[3,2] -0.16164710 0.09602416 -0.29184578  -0.03330272
#> Sigma[3,3]  0.79657205 0.14215313  0.59960769   0.98849742
#> 
#> $MAC$Sigma$equation4
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.02401354 0.01719766  0.004139884   0.04882078
#> Sigma[4,2] 0.05459496 0.08019387 -0.047200662   0.16648535
#> Sigma[4,3] 0.71794778 0.12636879  0.540012466   0.88217401
#> Sigma[4,4] 0.78288722 0.13661259  0.592794829   0.97538602
#> 
#> 
#> $MAC$A
#> $MAC$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.152838510 0.06948565  1.07247684    1.2483866
#> lag1_var2 -0.597903245 0.20430752 -0.82617988   -0.2611748
#> lag1_var3 -0.948688237 0.31127944 -1.30007209   -0.4407713
#> lag1_var4  0.902076210 0.30350142  0.40614258    1.2450479
#> const     -0.593262668 1.03631501 -1.95192753    0.7995300
#> exo1      -0.003219263 0.12716368 -0.14842107    0.1930066
#> exo2      -0.718884004 0.17959453 -1.00458375   -0.5542184
#> exo3       0.150884022 0.13638866 -0.05549112    0.3282136
#> 
#> $MAC$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.04183389 0.4365586  -1.6397934   -0.4129578
#> lag1_var2  2.62103882 1.6445405  -0.1431793    4.3661361
#> lag1_var3  2.77332008 2.6134401  -1.5945887    5.5899961
#> lag1_var4 -2.59127851 2.4953072  -5.2841861    1.5808993
#> const     13.47377249 4.7774140   7.2909459   21.0347191
#> exo1      -0.06492823 0.4642311  -0.6088133    0.6658037
#> exo2       0.54181676 0.7395684  -0.3902639    1.6211891
#> exo3      -0.84057020 0.8608244  -1.9910680    0.4802854
#> 
#> $MAC$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   2.1609454 0.4843836   1.5152376    2.8131617
#> lag1_var2  -5.1109813 2.5694126  -9.1039203   -2.2376835
#> lag1_var3  -6.9106353 3.9242410 -13.0205894   -2.5315998
#> lag1_var4   7.3600137 3.8334125   3.1002439   13.3262018
#> const     -15.0863249 8.4006732 -25.1335393   -3.0308068
#> exo1        0.8395205 0.5299951   0.3930518    1.8022860
#> exo2       -1.8131527 1.0860979  -3.4851548   -0.3978006
#> exo3        0.9242239 0.5338920   0.1007969    1.5054090
#> 
#> $MAC$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.5033138 0.6686032   0.7127221    2.6018567
#> lag1_var2 -3.8362988 2.9950455  -8.6860256   -0.5837900
#> lag1_var3 -5.7531906 4.5775362 -13.2570999   -0.8593466
#> lag1_var4  6.3225011 4.4475862   1.5897949   13.6568586
#> const     -6.8541950 7.8495414 -14.7544911    4.8630896
#> exo1       0.8321784 0.6836607   0.2639655    2.0710432
#> exo2      -1.4569701 0.8643404  -2.5439703   -0.1455963
#> exo3       0.3826828 0.6291448  -0.4806650    1.2999063
#> 
#> 
#> 
#> $MAR
#> $MAR$Sigma
#> $MAR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001409317 0.0002453662 0.001050556  0.001721775
#> 
#> $MAR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01939429 0.005211541 -0.02436416  -0.01139874
#> Sigma[2,2]  0.74404390 0.235186415  0.47927320   1.10259423
#> 
#> $MAR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009535471 0.003615315  0.003958467   0.01357401
#> Sigma[3,2] -0.370016111 0.093567987 -0.507351521  -0.26475511
#> Sigma[3,3]  0.269177058 0.050097007  0.199467557   0.34237120
#> 
#> $MAR$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003368843 0.002686392 -0.003006167  0.004482487
#> Sigma[4,2]  0.0050530955 0.062978525 -0.082900521  0.102242278
#> Sigma[4,3]  0.0908367943 0.036777578  0.040518440  0.147907671
#> Sigma[4,4]  0.1024878712 0.016174856  0.079647768  0.121424293
#> 
#> 
#> $MAR$A
#> $MAR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96861408 0.03768981  0.91712904   1.01885409
#> lag1_var2 -0.03068718 0.07719127 -0.12098633   0.09059946
#> lag1_var3 -0.06566777 0.15954902 -0.25396762   0.17753306
#> lag1_var4  0.05419021 0.14535134 -0.17024045   0.22533637
#> const      1.36452732 0.35857967  0.74960263   1.65987795
#> exo1       0.02716558 0.03004582 -0.02043218   0.05655035
#> exo2      -0.07916611 0.02382628 -0.10136594  -0.04165596
#> exo3       0.02733561 0.04051739 -0.02454597   0.08060565
#> 
#> $MAR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4725481 0.7515452  -1.7004646    0.3659855
#> lag1_var2  0.9617788 1.7189393  -0.7480281    3.9189468
#> lag1_var3  0.8598616 3.5660057  -2.5585716    7.0672085
#> lag1_var4 -0.5659701 3.2379238  -6.1705943    2.5877496
#> const      2.3193859 6.0169066  -5.0098075   11.5215869
#> exo1      -0.5673709 0.6664019  -1.4162899    0.2749708
#> exo2       1.9620217 0.7298190   0.8668377    2.8269729
#> exo3       0.7483018 1.0734944  -0.7204050    2.1341387
#> 
#> $MAR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1084038 0.4930141  -0.5059059    0.8299822
#> lag1_var2  0.2929710 1.1673043  -1.3596849    1.7249546
#> lag1_var3  0.9668355 2.3576757  -2.4550691    3.7376101
#> lag1_var4 -0.1012481 2.1727929  -2.6936069    3.0053472
#> const      0.3892121 3.6689452  -4.1925408    5.3142691
#> exo1       0.5030319 0.5035774  -0.2608087    1.1424785
#> exo2      -1.8616734 0.5777369  -2.4186806   -0.9747902
#> exo3       0.2122867 0.7214643  -0.7690328    1.0871036
#> 
#> $MAR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1752390 0.3350939  -0.5172243    0.3391493
#> lag1_var2  0.4911449 0.7889399  -0.8611175    1.2074083
#> lag1_var3  0.8151365 1.5336615  -1.8090929    2.2075235
#> lag1_var4  0.2292216 1.4284450  -1.0680010    2.6709804
#> const      1.0400709 3.3242816  -3.2950117    4.6992966
#> exo1       0.2430076 0.2372643  -0.1351376    0.5035976
#> exo2      -1.0865699 0.3825731  -1.5673352   -0.5988504
#> exo3       0.6466683 0.3618501   0.3286574    1.2326943
#> 
#> 
#> 
#> $MDA
#> $MDA$Sigma
#> $MDA$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007873409 0.001730732 0.005183392  0.009522006
#> 
#> $MDA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06129327 0.02004512 -0.09327075  -0.03879987
#> Sigma[2,2]  1.05234418 0.36130682  0.75461203   1.71074229
#> 
#> $MDA$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0621362 0.02331909  0.03473352    0.0926150
#> Sigma[3,2] -0.7852165 0.33058715 -1.33683101   -0.4703244
#> Sigma[3,3]  1.9908613 0.26513175  1.65505138    2.3657681
#> 
#> $MDA$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.02577069 0.01972895 -0.000474141   0.05455685
#> Sigma[4,2] -0.15344784 0.18740116 -0.484544879   0.02196856
#> Sigma[4,3]  1.56541737 0.26828392  1.224294380   1.94268768
#> Sigma[4,4]  1.52208236 0.29005152  1.118086327   1.87289130
#> 
#> 
#> $MDA$A
#> $MDA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.84291285 0.07157418  0.73226918    0.9160482
#> lag1_var2  0.28119136 0.10183525  0.14194529    0.4287667
#> lag1_var3  0.46138630 0.17278296  0.23041261    0.7180901
#> lag1_var4 -0.44267703 0.16886483 -0.69026947   -0.2163476
#> const      2.35431840 1.34065906  0.88648717    4.3184615
#> exo1       0.09686751 0.04163155  0.04798018    0.1566615
#> exo2      -0.04134377 0.08995802 -0.13644838    0.1015474
#> exo3       0.08414887 0.05213562  0.01157716    0.1520358
#> 
#> $MDA$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3606321  0.5759011   -0.198964   1.21407756
#> lag1_var2 -0.6710847  1.1901787   -1.836203   1.34760724
#> lag1_var3 -2.5282122  2.0360265   -4.360321   1.00489861
#> lag1_var4  2.4292621  2.0075313   -1.079098   4.23733260
#> const     -1.2998706 11.5278798  -16.738839  12.96262002
#> exo1      -0.6461263  0.7686247   -1.760841   0.37999209
#> exo2      -0.5653125  0.4384226   -1.122976   0.09879889
#> exo3      -0.1981068  0.8829077   -1.013145   1.13984831
#> 
#> $MDA$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.0850370  0.8683318   -1.506412    0.6228251
#> lag1_var2 -0.5281598  1.9031790   -3.124433    2.0426557
#> lag1_var3  0.2933706  3.2537718   -4.198161    4.7457809
#> lag1_var4  0.6027716  3.2098981   -3.738256    5.0825836
#> const      9.1762720 17.0546401   -6.738553   36.2764802
#> exo1      -0.3129360  0.9960672   -1.740208    1.1126176
#> exo2       0.2330264  0.9703162   -1.093401    1.5086421
#> exo3       2.9628556  1.3930576    1.258585    4.6956068
#> 
#> $MDA$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1523693  0.6866481  -0.8959321    0.7948658
#> lag1_var2 -1.3876479  1.4067533  -2.9669971    0.7031011
#> lag1_var3 -1.9753710  2.3982377  -4.6602409    1.6510383
#> lag1_var4  2.8132584  2.3563667  -0.7192810    5.4687717
#> const      7.8863702 13.5442500  -5.7889260   30.1916614
#> exo1      -0.7271488  1.1102167  -2.1616358    0.9458239
#> exo2      -0.1763309  0.9304015  -1.4160722    0.9643491
#> exo3       2.8465053  1.1506398   1.3322248    4.2790334
#> 
#> 
#> 
#> $MDG
#> $MDG$Sigma
#> $MDG$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001394454 0.0004704422 0.0008638353  0.002133817
#> 
#> $MDG$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.006866049 0.004615336 -0.01355902 -0.0009387716
#> Sigma[2,2]  0.378825377 0.089119711  0.28955239  0.5170643925
#> 
#> $MDG$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.005891385 0.003843797  0.0009346634   0.01140304
#> Sigma[3,2] -0.327377459 0.069563842 -0.4334034580  -0.25529076
#> Sigma[3,3]  0.292567879 0.054267732  0.2325797569   0.37189911
#> 
#> $MDG$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -9.219088e-05 0.0006748119 -0.001022648 0.0008510363
#> Sigma[4,2] -2.258556e-03 0.0101786878 -0.016096415 0.0102573036
#> Sigma[4,3]  1.171824e-02 0.0095732866 -0.001572817 0.0240591611
#> Sigma[4,4]  1.016837e-02 0.0027200372  0.007433895 0.0148785109
#> 
#> 
#> $MDG$A
#> $MDG$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.980268251 0.02998921  0.93509347   1.02191614
#> lag1_var2 -0.026204441 0.11949620 -0.17981850   0.13404225
#> lag1_var3 -0.021509561 0.13831155 -0.20248530   0.16043710
#> lag1_var4  0.013049104 0.13664944 -0.16816381   0.18896889
#> const      1.239033421 0.60425244  0.31273652   1.88005939
#> exo1       0.002394918 0.04011282 -0.05008244   0.05243910
#> exo2      -0.099111029 0.04089918 -0.15323067  -0.04144781
#> exo3      -0.008032665 0.04935644 -0.07506869   0.05797970
#> 
#> $MDG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.13650259 0.4612067  -0.4882558    0.8486558
#> lag1_var2 -0.95753368 1.1089934  -2.4821456    0.5380274
#> lag1_var3 -2.21518654 1.2807571  -4.0176706   -0.5062821
#> lag1_var4  2.16511304 1.2810092   0.4497941    3.9804448
#> const      1.30435448 7.4338156  -5.9996239   11.9874199
#> exo1       0.05315628 0.6513905  -0.8348871    0.9204506
#> exo2       0.64908134 0.7300855  -0.2836393    1.6587017
#> exo3       0.57857775 0.8288423  -0.5477628    1.6186200
#> 
#> $MDG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0579660 0.3899500  -0.5734686    0.5524504
#> lag1_var2  1.4638690 0.9189992   0.3987812    2.8028707
#> lag1_var3  2.5966728 1.0671145   1.3890085    4.1829212
#> lag1_var4 -1.6003514 1.0523647  -3.1791600   -0.3784992
#> const     -1.3126854 6.5181920 -10.4249571    6.2466739
#> exo1      -0.0389882 0.5447121  -0.8319291    0.6675056
#> exo2      -1.2835404 0.6379431  -2.2203080   -0.5230969
#> exo3      -0.1712044 0.7199285  -0.9918072    0.8040052
#> 
#> $MDG$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.16314486 0.07338828  0.08077818    0.2865133
#> lag1_var2  0.30596162 0.32877487 -0.19622901    0.7535201
#> lag1_var3  0.30236150 0.39017340 -0.29839456    0.8281624
#> lag1_var4  0.65946173 0.38447766  0.14181155    1.2484699
#> const     -0.64735311 0.97400567 -1.89907590    0.7759818
#> exo1       0.01890871 0.08096187 -0.10891570    0.1232960
#> exo2      -0.76147025 0.09952403 -0.87417068   -0.6263112
#> exo3       0.32612288 0.10065870  0.19229713    0.4754915
#> 
#> 
#> 
#> $MDV
#> $MDV$Sigma
#> $MDV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002972847 0.0005944668  0.00236125  0.003939797
#> 
#> $MDV$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007400566 0.006373787 -0.01756526 -0.001577405
#> Sigma[2,2]  0.314110826 0.070373699  0.22837904  0.418780472
#> 
#> $MDV$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01782269 0.01214091  0.007562361   0.03934139
#> Sigma[3,2] -0.38640206 0.13595006 -0.613836513  -0.25314786
#> Sigma[3,3]  0.86852843 0.37380923  0.555627661   1.47086280
#> 
#> $MDV$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01454278 0.009463649  0.006330022   0.03143606
#> Sigma[4,2] -0.23514065 0.116783268 -0.416974649  -0.12746102
#> Sigma[4,3]  0.69679490 0.320463834  0.438846496   1.23027058
#> Sigma[4,4]  0.59869548 0.274056732  0.386983975   1.06603849
#> 
#> 
#> $MDV$A
#> $MDV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97578452 0.04061778  0.92011183   1.03043766
#> lag1_var2 -0.16834741 0.07084072 -0.27912155  -0.08318487
#> lag1_var3 -0.31897789 0.13288542 -0.53093059  -0.16424049
#> lag1_var4  0.30841868 0.12603337  0.16040377   0.50796093
#> const      1.12377159 0.53214543  0.50296106   1.98264808
#> exo1       0.01612536 0.04751534 -0.04336404   0.08478110
#> exo2      -0.42297898 0.05103688 -0.50324620  -0.35864153
#> exo3       0.21241231 0.05070742  0.12945909   0.26124644
#> 
#> $MDV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.2314379 0.3775536  -1.8355753   -0.7659011
#> lag1_var2  3.9581124 0.8242371   3.1297304    5.2245433
#> lag1_var3  5.5207390 1.5214008   4.0537075    7.8820368
#> lag1_var4 -5.2055632 1.4453327  -7.4610922   -3.8299263
#> const      9.8847684 4.4461863   4.3007511   16.2703205
#> exo1       1.0237069 0.5721758   0.2382016    1.8710848
#> exo2       0.9793379 0.7226494  -0.1505853    1.6012042
#> exo3      -0.1436565 0.2673350  -0.4822744    0.1983116
#> 
#> $MDV$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   2.1326555 0.7474975   1.1742208   2.98296308
#> lag1_var2  -4.4443265 2.0275894  -7.1218301  -1.43369171
#> lag1_var3  -7.1703289 3.7654121 -12.1860786  -1.62784482
#> lag1_var4   7.6975748 3.5685166   2.4654871  12.48298336
#> const     -20.1095467 7.3870076 -30.4903999 -11.15470660
#> exo1       -1.3757332 1.0876429  -3.0462884   0.05116386
#> exo2       -6.4639775 0.9964282  -7.5830312  -5.00981796
#> exo3        0.9247428 0.4287254   0.2810136   1.48784860
#> 
#> $MDV$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.5550907 0.6740688   0.6619243    2.3384105
#> lag1_var2  -2.8746435 1.7790232  -5.0895710   -0.1389699
#> lag1_var3  -5.2339851 3.3041802  -9.3358304   -0.1953352
#> lag1_var4   5.9233035 3.1298790   1.1715683    9.7894292
#> const     -16.1883568 7.4716946 -28.6163913   -8.2171454
#> exo1       -0.9056573 0.8928438  -2.2053712    0.2781238
#> exo2       -6.1671721 0.8036303  -7.0243467   -4.8937943
#> exo3        0.8860117 0.3973581   0.3939093    1.4377193
#> 
#> 
#> 
#> $MEX
#> $MEX$Sigma
#> $MEX$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006593988 0.0001675783 0.0004702661 0.0008987662
#> 
#> $MEX$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0133408 0.003884005 -0.01865891 -0.008229692
#> Sigma[2,2]  0.5150765 0.113856522  0.35838127  0.688157693
#> 
#> $MEX$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01073369 0.003121638  0.00682744   0.01570443
#> Sigma[3,2] -0.32521149 0.081608502 -0.44380731  -0.20580519
#> Sigma[3,3]  0.42500693 0.101035159  0.31908254   0.59422574
#> 
#> $MEX$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00283403 0.001392367  0.001250288  0.004917075
#> Sigma[4,2] -0.01745317 0.024614249 -0.045283261  0.013403363
#> Sigma[4,3]  0.23899063 0.069919267  0.176912003  0.345507577
#> Sigma[4,4]  0.23725604 0.066158468  0.185593264  0.338216592
#> 
#> 
#> $MEX$A
#> $MEX$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.960227905 0.03595792  0.919915636   1.00789730
#> lag1_var2 -0.072126071 0.09714504 -0.221012174   0.01572300
#> lag1_var3 -0.135743063 0.16994180 -0.397415463   0.01825075
#> lag1_var4  0.131235998 0.15758579 -0.010297954   0.37578065
#> const      1.355596625 0.35979231  0.869975043   1.91802467
#> exo1      -0.003418466 0.02269560 -0.027100628   0.03386101
#> exo2      -0.082036988 0.02230736 -0.114173978  -0.05378767
#> exo3       0.041078437 0.03307733 -0.008632572   0.08511191
#> 
#> $MEX$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07360333 0.6743850 -1.10624725    0.7300226
#> lag1_var2  0.84497934 2.3261501 -1.81849274    4.3715657
#> lag1_var3  0.24940319 4.0627202 -4.40094769    6.3958102
#> lag1_var4 -0.26392495 3.8810513 -6.14371926    4.2365020
#> const      4.01516559 8.1563425 -7.33419153   15.0190878
#> exo1       0.21745243 0.5274665 -0.42779095    0.8691494
#> exo2       0.62843965 0.3663515  0.08254274    1.0328900
#> exo3      -0.28351235 0.8485894 -1.46687973    0.7903898
#> 
#> $MEX$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.89598282 0.8129349   0.03594044    2.0372330
#> lag1_var2 -0.01575409 2.9058857  -4.48292269    3.4345331
#> lag1_var3  0.45140482 4.9580695  -7.18679221    6.1566740
#> lag1_var4  0.13897487 4.7275582  -5.36060179    7.4044723
#> const     -1.14918922 8.8009458 -12.65057645   11.5666882
#> exo1      -0.25176741 0.5833089  -1.10238906    0.5666275
#> exo2      -4.56239765 0.4889746  -5.30841061   -4.0519546
#> exo3       1.47552161 0.6454049   0.48490874    2.3322442
#> 
#> $MEX$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.88337764 0.5359013   0.2375587    1.6143794
#> lag1_var2  0.10844420 1.9019867  -2.3666493    2.8467011
#> lag1_var3 -0.04768248 3.1852306  -4.1981962    4.4573621
#> lag1_var4  0.62494268 3.0418987  -3.7326770    4.5604429
#> const      0.63487318 6.1779057  -6.6840083    9.6127836
#> exo1      -0.12439878 0.4014637  -0.5943405    0.4476413
#> exo2      -4.36531966 0.4432973  -4.9840707   -3.7369551
#> exo3       1.36427575 0.5775852   0.8965231    2.3720629
#> 
#> 
#> 
#> $MKD
#> $MKD$Sigma
#> $MKD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006040742 9.363307e-05 0.0004745027 0.0007163099
#> 
#> $MKD$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007431297 0.01197842 -0.02238557  0.009968836
#> Sigma[2,2]  3.633578187 0.62427098  2.69738319  4.312927490
#> 
#> $MKD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002278881 0.005818219 -0.006451977   0.00862974
#> Sigma[3,2] -1.975589185 0.381892878 -2.431562673  -1.46230457
#> Sigma[3,3]  1.222260530 0.261060328  0.899373340   1.55068896
#> 
#> $MKD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002339113 0.002376717 -0.005570616 0.0008387061
#> Sigma[4,2] -0.051695379 0.201757087 -0.308748489 0.2503062345
#> Sigma[4,3]  0.223438442 0.108745075  0.095240112 0.3805739682
#> Sigma[4,4]  0.263246867 0.043924822  0.202202044 0.3212331008
#> 
#> 
#> $MKD$A
#> $MKD$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  1.02578046 0.01724736  1.0060354864   1.05322604
#> lag1_var2 -0.03585032 0.01733563 -0.0572435033  -0.01233228
#> lag1_var3 -0.07143952 0.03284816 -0.1123364400  -0.02729732
#> lag1_var4  0.03672902 0.02637717  0.0006529487   0.07030951
#> const      1.21962293 0.20223037  0.9292774965   1.45436324
#> exo1       0.01329112 0.01726904 -0.0092616999   0.03605339
#> exo2      -0.04894344 0.02589494 -0.0859545192  -0.01974614
#> exo3       0.01596400 0.01872306 -0.0162684710   0.03492568
#> 
#> $MKD$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -3.2926379  2.228839 -7.02178417    -1.034926
#> lag1_var2  2.3520576  2.170622 -0.02925823     6.123185
#> lag1_var3  2.6463606  4.139186 -1.90870490     9.818341
#> lag1_var4 -1.8265118  3.247796 -7.45844770     1.757830
#> const     32.6466527 31.097327 -1.36755107    83.360475
#> exo1      -0.3838117  2.155442 -2.56779479     2.619187
#> exo2      -0.1282844  3.435954 -5.24931084     3.721951
#> exo3       0.2757222  2.597790 -3.57575338     3.299057
#> 
#> $MKD$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   2.1197516  1.1931716   0.8808611    4.1429458
#> lag1_var2  -0.7194249  0.9811042  -2.3298446    0.4208660
#> lag1_var3  -0.4205961  1.8671613  -3.4724676    1.7618330
#> lag1_var4   0.8115157  1.4230875  -0.8646929    3.1070912
#> const     -16.7104053 17.4322445 -44.6641295    3.0036291
#> exo1        0.4970642  1.1573012  -1.2017151    1.5635928
#> exo2       -0.8425020  1.8693434  -3.1190020    1.8287760
#> exo3       -0.8816409  1.3220819  -2.7200404    0.8425402
#> 
#> $MKD$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.4200406 0.3089968   0.01103919   0.82773441
#> lag1_var2  0.1338797 0.3692244  -0.32028049   0.69798164
#> lag1_var3  0.2403875 0.7063502  -0.61342331   1.32485137
#> lag1_var4  0.5874156 0.6323207  -0.38715352   1.35918092
#> const     -0.5128741 8.0846098 -12.54161316  10.03228323
#> exo1       0.3891784 0.2252334   0.15112295   0.73762225
#> exo2      -1.1309202 0.5003950  -1.85009123  -0.54614287
#> exo3      -0.9218560 0.8348895  -2.20077265   0.07558175
#> 
#> 
#> 
#> $MLI
#> $MLI$Sigma
#> $MLI$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.002610923 0.004818537 0.0007950954  0.009767696
#> 
#> $MLI$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00196795 0.003551204 -0.007106445   0.00231534
#> Sigma[2,2]  0.10446828 0.021824400  0.078958267   0.13835947
#> 
#> $MLI$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0008310913 0.007404661 -0.009781341   0.01052131
#> Sigma[3,2] -0.1045646420 0.026075921 -0.140915556  -0.07119590
#> Sigma[3,3]  0.1542145375 0.045673761  0.097235048   0.22050082
#> 
#> $MLI$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0005683848 0.005431506 -0.008389206  0.005723177
#> Sigma[4,2] -0.0343720241 0.015138885 -0.053140122 -0.017049590
#> Sigma[4,3]  0.0844868172 0.030904836  0.048293801  0.128084282
#> Sigma[4,4]  0.0619485365 0.022327956  0.035303114  0.093555382
#> 
#> 
#> $MLI$A
#> $MLI$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.999843260 0.01622470  0.978210305  1.022573831
#> lag1_var2 -0.231517024 0.17415689 -0.461920089 -0.009511459
#> lag1_var3 -0.339802201 0.25825299 -0.676431154 -0.006505336
#> lag1_var4  0.332192015 0.25779765  0.001543786  0.674020522
#> const      0.565060816 0.67727174 -0.483956144  1.202519316
#> exo1       0.003913486 0.03454909 -0.038153259  0.055437006
#> exo2      -0.064979723 0.04094334 -0.132286938 -0.017192437
#> exo3       0.018793862 0.13077174 -0.069780632  0.217251044
#> 
#> $MLI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.33347790 0.1017121   0.1889578    0.4537995
#> lag1_var2  1.52362710 1.0875616  -0.2410347    2.7234150
#> lag1_var3  2.04137464 1.7276325  -0.6523710    4.0593877
#> lag1_var4 -2.21988336 1.7380584  -4.2445444    0.4971394
#> const      6.30207659 2.7177624   2.3960886    9.3730003
#> exo1      -0.03118877 0.1684713  -0.2999295    0.1628779
#> exo2       0.92503187 0.3503126   0.3785999    1.3393216
#> exo3       0.78998627 0.3638870   0.2550340    1.2342333
#> 
#> $MLI$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.594507348 0.1125735 -0.75300111   -0.4693201
#> lag1_var2  0.279820396 0.9772914 -0.75948905    1.8236638
#> lag1_var3 -0.004219785 1.5843367 -1.63589608    2.4222673
#> lag1_var4  1.202123877 1.5675791 -1.16696661    2.8183303
#> const     -1.895776517 1.1937785 -3.37524759   -0.2533764
#> exo1       0.106230209 0.1773916 -0.09351668    0.3686070
#> exo2      -2.046926895 0.4196771 -2.56393550   -1.4995250
#> exo3       0.020250422 0.4313935 -0.40789033    0.6167668
#> 
#> $MLI$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.37463783 0.06688906  -0.4651849   -0.2832672
#> lag1_var2  0.94047196 0.89068396  -0.3601671    1.9929968
#> lag1_var3  0.81468509 1.49920767  -1.3707095    2.5642856
#> lag1_var4  0.27249492 1.51200962  -1.4936536    2.4872643
#> const      1.79337424 2.10432190  -1.2608203    4.5031849
#> exo1       0.08634959 0.15378328  -0.1598562    0.2504650
#> exo2      -1.47355120 0.25242356  -1.8671737   -1.1253502
#> exo3       0.56476685 0.30643369   0.1696864    1.0250000
#> 
#> 
#> 
#> $MLT
#> $MLT$Sigma
#> $MLT$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.003402546 0.006267698 0.0008454919    0.0131105
#> 
#> $MLT$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00597868 0.004529611 -0.01327075 -0.002217305
#> Sigma[2,2]  0.10800475 0.030257798  0.06567738  0.141933825
#> 
#> $MLT$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01019653 0.02916474 -0.003163486   0.05575610
#> Sigma[3,2] -0.08899427 0.03655880 -0.141606770  -0.04449313
#> Sigma[3,3]  0.29455651 0.15246764  0.186163989   0.53090952
#> 
#> $MLT$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007334586 0.02929718 -0.005082637  0.050985530
#> Sigma[4,2] -0.033746484 0.02782064 -0.073638662  0.001963432
#> Sigma[4,3]  0.265074140 0.15293824  0.158779621  0.504843666
#> Sigma[4,4]  0.265475693 0.15436000  0.155509489  0.509971388
#> 
#> 
#> $MLT$A
#> $MLT$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.93802227 0.04235871  0.8676702472   0.97187800
#> lag1_var2 -0.11083311 0.06770444 -0.1919498106  -0.01840242
#> lag1_var3 -0.21738416 0.10719135 -0.3572979105  -0.07351481
#> lag1_var4  0.21554385 0.10304405  0.0760043353   0.34969940
#> const      1.54301059 0.31038245  1.2080088716   2.01752464
#> exo1       0.02250139 0.02124444  0.0005478654   0.05588121
#> exo2      -0.09135281 0.03376852 -0.1298839649  -0.03752198
#> exo3       0.04948356 0.06177649 -0.0309620100   0.12285709
#> 
#> $MLT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2494851 0.3743530  -0.1501149   0.84604265
#> lag1_var2  1.1273119 0.4756084   0.3509358   1.59150622
#> lag1_var3  1.0841883 0.9377005  -0.3535572   1.99577089
#> lag1_var4 -1.1761271 0.8880038  -2.0669196   0.15778457
#> const      1.6665693 5.9831788  -7.2430656   8.75020818
#> exo1      -0.4506735 0.1850821  -0.6974635  -0.19145880
#> exo2       0.8353973 0.3473570   0.4395675   1.40372606
#> exo3      -0.4980009 0.3287906  -0.9368937  -0.04773871
#> 
#> $MLT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9416054 0.4123900   0.3292902    1.4778017
#> lag1_var2 -2.3704845 0.9052549  -3.8147521   -1.4054173
#> lag1_var3 -3.3050279 1.7815928  -6.0697358   -1.2131962
#> lag1_var4  4.0675900 1.7125204   2.0568821    6.7343073
#> const     -7.6819882 6.9682776 -15.9526481    3.0531863
#> exo1      -0.0412741 0.2883044  -0.4326067    0.3364855
#> exo2      -0.2945999 0.6627567  -1.2624364    0.3910218
#> exo3       0.6945084 0.6303817  -0.1471482    1.6317505
#> 
#> $MLT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1525239 0.2586546   0.7641263    1.5003619
#> lag1_var2 -2.3135127 0.7753319  -3.6305907   -1.6227682
#> lag1_var3 -3.7199609 1.5635232  -6.3207560   -2.1006386
#> lag1_var4  4.4243287 1.5154982   2.8262659    6.9414602
#> const     -7.9837168 4.7620076 -13.6398268   -1.1052917
#> exo1      -0.2751565 0.3398839  -0.6910734    0.1854254
#> exo2       0.2309985 0.5354509  -0.4742736    0.8220783
#> exo3       0.4044087 0.6886204  -0.4963728    1.3348691
#> 
#> 
#> 
#> $MMR
#> $MMR$Sigma
#> $MMR$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009360513 0.000248182 0.0006550913  0.001301673
#> 
#> $MMR$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00318988 0.001362977 -0.005217559 -0.001712356
#> Sigma[2,2]  0.06325842 0.021006861  0.039935572  0.094346378
#> 
#> $MMR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005292343 0.002941086  0.002660031   0.01005806
#> Sigma[3,2] -0.092022590 0.040381495 -0.156122181  -0.04997840
#> Sigma[3,3]  0.291666230 0.090395062  0.188534192   0.43406715
#> 
#> $MMR$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003515497 0.00226535  0.001698679  0.007413335
#> Sigma[4,2] -0.056488803 0.02916685 -0.104544641 -0.027141787
#> Sigma[4,3]  0.241553796 0.07032420  0.160691207  0.350824682
#> Sigma[4,4]  0.211519368 0.05729647  0.146381879  0.297630076
#> 
#> 
#> $MMR$A
#> $MMR$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.98413838 0.009976789  0.971155843   0.99819006
#> lag1_var2 -0.18178097 0.089317246 -0.296352000  -0.05131525
#> lag1_var3 -0.28645601 0.165211023 -0.492871917  -0.04420366
#> lag1_var4  0.28314119 0.165126181  0.040891028   0.48849221
#> const      0.67304108 0.454567075  0.009182966   1.24376756
#> exo1       0.01125953 0.041984020 -0.049309451   0.06244078
#> exo2      -0.16179929 0.030134900 -0.204208339  -0.12949982
#> exo3      -0.15452912 0.038938670 -0.197174093  -0.09602952
#> 
#> $MMR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.02409767 0.05912533 -0.09402443   0.06374484
#> lag1_var2  1.25384982 0.58415299  0.53293602   2.12066408
#> lag1_var3  1.00454062 1.09501149 -0.41792721   2.55699939
#> lag1_var4 -1.02895510 1.09592370 -2.56289129   0.41050675
#> const      2.49766417 3.08214460 -1.90503771   6.39045036
#> exo1       0.14954880 0.21483709 -0.07351674   0.49832901
#> exo2       0.69297075 0.19209041  0.39262725   0.91398473
#> exo3       2.55664971 0.17224310  2.35531485   2.83541911
#> 
#> $MMR$A$equation3
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.124512375 0.09684388  -0.2585123  0.001152967
#> lag1_var2  0.780809140 1.44059420  -0.8870493  2.916307807
#> lag1_var3  1.598999541 2.84918706  -1.6077506  5.677634983
#> lag1_var4 -0.533405368 2.86114633  -4.6261938  2.660578580
#> const     -1.949516922 5.53713462  -8.4197943  6.653919139
#> exo1      -0.000838165 0.69168014  -0.9205497  0.857585696
#> exo2       0.211397295 0.42642709  -0.2562689  0.757844514
#> exo3      -5.093342381 0.35395493  -5.5281852 -4.599962219
#> 
#> $MMR$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.13228463 0.07651807  -0.2220213  -0.02183099
#> lag1_var2  1.19573877 1.33576720  -0.2655067   3.15845040
#> lag1_var3  1.62883901 2.60590605  -1.1982945   5.27523546
#> lag1_var4 -0.56950689 2.61110218  -4.1922927   2.26496942
#> const     -1.15268454 4.06493544  -5.9536434   5.00850373
#> exo1       0.08668366 0.62042313  -0.7996082   0.87515272
#> exo2       0.65107368 0.38339542   0.2335404   1.22121732
#> exo3      -3.72023489 0.33602600  -4.1187521  -3.21260201
#> 
#> 
#> 
#> $MNE
#> $MNE$Sigma
#> $MNE$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001509713 0.0007371931 0.0009316094  0.002645949
#> 
#> $MNE$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04658207 0.01759791 -0.07653864  -0.02979391
#> Sigma[2,2]  3.27133744 0.84891851  2.11058276   4.46454588
#> 
#> $MNE$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0386128 0.01250029  0.02424697   0.05742034
#> Sigma[3,2] -2.6357442 0.66593884 -3.62170417  -1.73613712
#> Sigma[3,3]  3.0938589 0.55409754  2.47809708   3.92261471
#> 
#> $MNE$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01786207 0.007136533  0.009641131   0.02960041
#> Sigma[4,2] -1.20978867 0.367366387 -1.728875306  -0.73953377
#> Sigma[4,3]  2.10741664 0.381065080  1.630226992   2.62323864
#> Sigma[4,4]  1.77192365 0.327136924  1.386487334   2.24799481
#> 
#> 
#> $MNE$A
#> $MNE$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.948829833 0.03542063  0.895018860    0.9902331
#> lag1_var2 -0.004183465 0.04438416 -0.066265862    0.0552110
#> lag1_var3 -0.002769230 0.09215372 -0.131296820    0.1218298
#> lag1_var4  0.002005982 0.08109196 -0.105864812    0.1171312
#> const      1.252828261 0.34389110  0.751938385    1.7115046
#> exo1       0.027778937 0.04010250 -0.002059647    0.1003536
#> exo2      -0.196092885 0.03916294 -0.254289288   -0.1524444
#> exo3       0.065934151 0.02505011  0.031616845    0.1023945
#> 
#> $MNE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.5716761  1.596952  -3.3595441     0.686851
#> lag1_var2  2.1601297  2.164014  -0.9558452     5.109958
#> lag1_var3  2.3992872  4.480844  -4.0755764     8.484133
#> lag1_var4 -1.8350500  3.902002  -7.1187468     3.725080
#> const      6.2815156 16.919611 -13.2371999    33.454650
#> exo1      -1.0552876  1.864239  -3.9062833     1.172480
#> exo2       2.4246693  1.015418   0.9305481     3.643548
#> exo3       0.2969501  1.421104  -1.5669194     2.141992
#> 
#> $MNE$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   3.1294878  1.7052525   1.0312293   5.42758659
#> lag1_var2  -2.7122401  1.7651105  -4.5294436   0.04786793
#> lag1_var3  -4.4504506  3.6547324  -8.2278752   1.29863224
#> lag1_var4   4.2960226  3.1205757  -0.6337709   7.69862592
#> const     -10.0379245 14.6681954 -32.7018582   8.30663238
#> exo1       -0.7070684  1.7594095  -2.4164604   2.12906518
#> exo2       -5.6931598  0.9556174  -6.6954930  -4.37947357
#> exo3       -2.5989435  1.1438579  -4.2580317  -1.28918123
#> 
#> $MNE$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  2.786154 1.2691181    1.388530    4.4671319
#> lag1_var2 -2.464703 1.1796581   -4.134504   -1.0261479
#> lag1_var3 -4.909992 2.4179276   -8.298952   -1.9089095
#> lag1_var4  4.885697 2.0088008    2.318664    7.6737856
#> const     -8.811613 9.8895137  -24.340001    3.0667035
#> exo1      -1.438335 1.2440181   -3.168409    0.2861635
#> exo2      -5.226310 1.1207794   -6.435839   -3.6010589
#> exo3      -2.945001 0.7577916   -4.094150   -2.1040419
#> 
#> 
#> 
#> $MNG
#> $MNG$Sigma
#> $MNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002009399 0.0005316717 0.001384109  0.002768242
#> 
#> $MNG$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007957503 0.007582943 -0.02045619  0.001073162
#> Sigma[2,2]  0.714325819 0.162881117  0.49445161  0.918263035
#> 
#> $MNG$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00367738 0.00931842 -0.009118365   0.01635584
#> Sigma[3,2] -0.07563179 0.09309709 -0.230396628   0.02108632
#> Sigma[3,3]  0.72681282 0.18031697  0.539886133   1.02374916
#> 
#> $MNG$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.001031153 0.01109007 -0.01632401    0.0142421
#> Sigma[4,2]  0.388799190 0.10710036  0.25232292    0.5280353
#> Sigma[4,3]  0.740188734 0.15023918  0.55600798    0.9613204
#> Sigma[4,4]  1.061172892 0.15415275  0.88823732    1.2706646
#> 
#> 
#> $MNG$A
#> $MNG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.02936737 0.01806111  1.01102426   1.05726363
#> lag1_var2 -0.19526378 0.07800528 -0.32365588  -0.13741515
#> lag1_var3 -0.34167117 0.12873167 -0.55659048  -0.23755488
#> lag1_var4  0.31845257 0.12058834  0.21814669   0.52127860
#> const      0.72181909 0.52339019  0.11810253   1.51583913
#> exo1       0.01819589 0.04547503 -0.04093596   0.08052010
#> exo2      -0.18044199 0.07164125 -0.27670344  -0.09221347
#> exo3      -0.06679536 0.07553361 -0.18206770   0.01976806
#> 
#> $MNG$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.006536765 0.3312193  -0.3310352    0.5002855
#> lag1_var2  1.245184632 1.3858399  -0.8888077    2.7969524
#> lag1_var3  1.312285406 2.2007671  -2.0879962    3.8851335
#> lag1_var4 -1.247779591 2.1973198  -3.7084037    2.1962418
#> const     -0.527852306 8.7219732 -13.4759739    9.6460273
#> exo1      -0.681785859 0.7291047  -1.4982768    0.3070893
#> exo2      -0.710192713 1.3580312  -2.6748027    0.9588577
#> exo3       1.969352237 1.0590600   0.5318567    3.2561975
#> 
#> $MNG$A$equation3
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.74551257  0.4773463   0.08012653     1.395019
#> lag1_var2  0.55043841  1.7410312  -2.00827848     2.893644
#> lag1_var3  1.29237539  2.9953090  -2.95911300     5.490941
#> lag1_var4 -0.61388541  2.8102328  -4.45740961     3.374895
#> const      0.25510847 11.8489580 -17.66845935    14.864330
#> exo1      -0.06307206  0.8823074  -1.34947517     1.138093
#> exo2       0.09712598  1.8654054  -2.90338724     2.007912
#> exo3      -2.47936985  0.8229078  -3.77600585    -1.632588
#> 
#> $MNG$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8085617  0.4125088   0.1653165    1.3343431
#> lag1_var2  0.9083493  2.4117096  -2.7338593    3.3347223
#> lag1_var3  1.4370300  4.0954874  -4.7621007    5.9700673
#> lag1_var4 -0.7273508  3.9157699  -4.9039516    5.3316073
#> const     -1.1009503 12.9303606 -19.7097916   15.8642241
#> exo1      -0.4768360  1.1154963  -2.1329624    0.8977065
#> exo2      -0.4131868  2.3652800  -4.3895393    1.8457276
#> exo3      -1.3601980  1.0370132  -2.8955881   -0.1445795
#> 
#> 
#> 
#> $MOZ
#> $MOZ$Sigma
#> $MOZ$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001478863 0.000402209 0.001091106  0.002124763
#> 
#> $MOZ$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.003027316 0.002320106 -0.006453529 -0.0003740459
#> Sigma[2,2]  0.057592310 0.017744399  0.039497487  0.0848263479
#> 
#> $MOZ$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001590312 0.001006098  0.0002613273  0.002929927
#> Sigma[3,2] -0.007174358 0.007026418 -0.0172708860  0.002651031
#> Sigma[3,3]  0.073948914 0.017582381  0.0539947259  0.103124195
#> 
#> $MOZ$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0008479044 0.001647772 -0.003082436 0.0007808512
#> Sigma[4,2]  0.0397787889 0.016014558  0.024048994 0.0665189604
#> Sigma[4,3]  0.0697813947 0.016129795  0.052264717 0.0979529577
#> Sigma[4,4]  0.1039675595 0.018351091  0.081110909 0.1297172153
#> 
#> 
#> $MOZ$A
#> $MOZ$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9949984893 0.01499768  0.97152289  1.010498483
#> lag1_var2 -0.2013095065 0.14814118 -0.36865816  0.047558194
#> lag1_var3 -0.2518620620 0.18761218 -0.47066645  0.066116761
#> lag1_var4  0.2473189131 0.18388971 -0.06510340  0.461485107
#> const      0.5329798404 0.49811216 -0.07462743  1.158246430
#> exo1      -0.0023881128 0.02825705 -0.04505629  0.031968273
#> exo2      -0.0499437340 0.03309492 -0.09309088 -0.004003191
#> exo3      -0.0003588232 0.04127886 -0.04342876  0.058588140
#> 
#> $MOZ$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06291902 0.1024949 -0.09526672    0.1957396
#> lag1_var2  1.19967203 0.5936958  0.36098971    1.8643445
#> lag1_var3  0.32171761 0.7297815 -0.69353926    1.2013753
#> lag1_var4 -0.36278614 0.7226348 -1.25403777    0.6317798
#> const      2.27777912 1.8212755 -0.18812849    4.8305743
#> exo1      -0.04499378 0.2145959 -0.32361558    0.2558096
#> exo2       0.26858184 0.1787445  0.01414774    0.5072223
#> exo3       0.13035107 0.1663229 -0.11737608    0.3503599
#> 
#> $MOZ$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.4504830 0.07951453  -0.5445326  -0.31807503
#> lag1_var2  1.8471955 0.94443160   0.5850541   3.10973340
#> lag1_var3  3.1396098 1.25058908   1.4821281   4.82816428
#> lag1_var4 -2.0813669 1.23318502  -3.7512387  -0.45110878
#> const      4.9345140 2.39971057   2.4489646   8.44747179
#> exo1      -0.2332159 0.22094379  -0.4996846   0.09275802
#> exo2      -0.7258194 0.26375705  -0.9697337  -0.37918829
#> exo3      -0.1278862 0.14108318  -0.3067625   0.08872392
#> 
#> $MOZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4137062 0.1076407  -0.5701474  -0.29911158
#> lag1_var2  2.3630070 1.0217928   1.1349394   3.69284728
#> lag1_var3  2.8433424 1.2995004   1.3130854   4.53142020
#> lag1_var4 -1.8061167 1.2780027  -3.4640259  -0.30424461
#> const      6.1185080 3.5269652   1.8101746  11.48870213
#> exo1      -0.2730967 0.2745500  -0.6260612   0.09699365
#> exo2      -0.5457900 0.2553375  -0.8563099  -0.17097335
#> exo3      -0.0364961 0.1417366  -0.2230545   0.15197316
#> 
#> 
#> 
#> $MRT
#> $MRT$Sigma
#> $MRT$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001789484 0.0004159088 0.001326494  0.002448594
#> 
#> $MRT$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005650455 0.001853423 -0.00858259 -0.004007817
#> Sigma[2,2]  0.038616573 0.010936904  0.02594494  0.055201000
#> 
#> $MRT$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002629957 0.001166670  0.0009918564  0.004161684
#> Sigma[3,2] -0.026406327 0.008782491 -0.0402975040 -0.017750320
#> Sigma[3,3]  0.034380108 0.008237995  0.0256312064  0.046659710
#> 
#> $MRT$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0001941554 0.0007728269 -0.0008213719  0.001230770
#> Sigma[4,2] -0.0113275532 0.0056025560 -0.0191387084 -0.005023589
#> Sigma[4,3]  0.0260581600 0.0052782854  0.0199642188  0.033199432
#> Sigma[4,4]  0.0239601922 0.0035997704  0.0195906124  0.028500201
#> 
#> 
#> $MRT$A
#> $MRT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.90050674 0.04587736  0.84772991   0.97623480
#> lag1_var2  0.14634948 0.08319404  0.01630375   0.24615463
#> lag1_var3  0.23214093 0.19513418 -0.05305862   0.47987519
#> lag1_var4 -0.22433568 0.18196748 -0.45507624   0.04301631
#> const      1.46683483 0.57604973  0.61069561   2.16517559
#> exo1      -0.02396128 0.03975969 -0.06951512   0.03436671
#> exo2      -0.05379020 0.04837966 -0.12259651   0.01253769
#> exo3      -0.09566406 0.03634305 -0.14666690  -0.04060626
#> 
#> $MRT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5786853 0.2041319   0.3304836    0.8095602
#> lag1_var2 -0.3453364 0.4174020  -0.8699497    0.2192739
#> lag1_var3 -1.4600929 1.0516233  -2.8041683   -0.1327303
#> lag1_var4  1.3438423 0.9725975   0.1142519    2.5843236
#> const     -0.7309191 2.9347699  -5.1991910    2.6970704
#> exo1      -0.0716952 0.1656635  -0.2870375    0.1274483
#> exo2       0.7189829 0.1737734   0.5428480    1.0071784
#> exo3       0.6377039 0.1792271   0.4212390    0.8601576
#> 
#> $MRT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6447465 0.1484421 -0.86876374  -0.48130525
#> lag1_var2  1.3749754 0.2668652  1.06742275   1.80261811
#> lag1_var3  2.7204732 0.6708241  2.02282099   3.84984061
#> lag1_var4 -1.5855026 0.6176601 -2.62797379  -0.95431172
#> const      2.0741249 2.7559483 -1.42177349   6.25546586
#> exo1       0.1757043 0.1611151 -0.06474488   0.35757039
#> exo2      -0.6698264 0.1550541 -0.92376496  -0.50255087
#> exo3      -0.2016841 0.1738205 -0.40894849   0.07218518
#> 
#> $MRT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.48049928 0.1131491  -0.6330578  -0.34316575
#> lag1_var2  1.06504977 0.1595218   0.8998110   1.30363673
#> lag1_var3  1.61308015 0.3844187   1.2074279   2.25554849
#> lag1_var4 -0.48438042 0.3546614  -1.0774321  -0.09918157
#> const      1.30498507 2.3407843  -1.6532461   4.75172825
#> exo1       0.17288836 0.1624217  -0.0897878   0.34169218
#> exo2      -0.42054290 0.1492557  -0.5936293  -0.21419333
#> exo3       0.06736691 0.1525176  -0.1634492   0.27185106
#> 
#> 
#> 
#> $MUS
#> $MUS$Sigma
#> $MUS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002904917 8.166199e-05 0.0002193157 0.0004198478
#> 
#> $MUS$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001747264 0.001836303 -0.003715604  0.001142347
#> Sigma[2,2]  0.155161520 0.034255422  0.102899716  0.203796755
#> 
#> $MUS$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001685129 0.00271143 -0.0008246172  0.005894952
#> Sigma[3,2] -0.113514892 0.06307391 -0.2074972954 -0.043482204
#> Sigma[3,3]  0.585610828 0.18296675  0.3586656478  0.846401410
#> 
#> $MUS$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0007460183 0.002353475 -0.001275614  0.004244488
#> Sigma[4,2] -0.0243514629 0.059229455 -0.114662782  0.040388038
#> Sigma[4,3]  0.5598384918 0.164044145  0.358249594  0.798284022
#> Sigma[4,4]  0.5885405435 0.147375097  0.403071089  0.799142279
#> 
#> 
#> $MUS$A
#> $MUS$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.987932108 0.01747097  0.96235622   1.01092372
#> lag1_var2 -0.103800562 0.04977116 -0.18370360  -0.06397752
#> lag1_var3 -0.174992799 0.08885071 -0.31537691  -0.09753526
#> lag1_var4  0.158562015 0.08395664  0.08508392   0.29183323
#> const      1.291052959 0.27182390  0.99948935   1.70073905
#> exo1       0.003220422 0.01850737 -0.02398507   0.02772132
#> exo2      -0.182989554 0.01920971 -0.21070346  -0.16070412
#> exo3      -0.009388309 0.03051335 -0.05261006   0.02742725
#> 
#> $MUS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8278595 0.3195796  -1.2544316   -0.4052973
#> lag1_var2  1.7250335 0.9668343   0.3958418    3.1022372
#> lag1_var3  1.7942220 1.7450061  -0.5974962    4.4191564
#> lag1_var4 -1.5088443 1.6332349  -3.9259132    0.7557546
#> const      4.6147796 5.8162506  -0.8213644   13.4524333
#> exo1      -0.7100214 0.2884363  -1.0351600   -0.2381443
#> exo2       2.1844476 0.2782012   1.8014205    2.5503097
#> exo3       0.2964964 0.3809164  -0.2353865    0.8207588
#> 
#> $MUS$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1516735  1.0555835   -1.408713    1.4518076
#> lag1_var2  2.7814009  3.3189139   -1.642455    7.5294941
#> lag1_var3  5.5851815  6.0192890   -2.431867   14.1614642
#> lag1_var4 -4.7831439  5.6387378  -12.889299    2.6881025
#> const      7.8821734 11.3476081   -6.676740   24.3375890
#> exo1      -0.1477795  0.6449254   -1.024010    0.5995236
#> exo2      -4.6612963  0.9185990   -5.882379   -3.4631013
#> exo3      -3.8574592  0.7846727   -5.020499   -2.8061834
#> 
#> $MUS$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.3898478  1.0899265  -2.0579685    0.9081634
#> lag1_var2  3.6871006  3.2531298  -0.4203610    8.7019096
#> lag1_var3  6.4783046  5.9082075  -0.9552706   15.6720262
#> lag1_var4 -5.4878069  5.5310273 -14.0638142    1.4394204
#> const     10.7652663 11.4869407  -5.6053107   25.7217716
#> exo1      -0.6076950  0.6783479  -1.4051002    0.2521106
#> exo2      -3.6753466  0.9898082  -5.1149687   -2.4396419
#> exo3      -3.9783866  0.8168577  -5.0912719   -2.9003524
#> 
#> 
#> 
#> $MWI
#> $MWI$Sigma
#> $MWI$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003308359 0.003053999 0.001918314   0.00812208
#> 
#> $MWI$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004181752 0.001949167 -0.00707258 -0.002267051
#> Sigma[2,2]  0.019326325 0.007075617  0.01295810  0.031091299
#> 
#> $MWI$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.017612311 0.02697570 -0.06110854 -0.000918544
#> Sigma[3,2] -0.003036046 0.01424424 -0.01985031  0.016752119
#> Sigma[3,3]  0.586929768 0.36271235  0.33352854  1.257786269
#> 
#> $MWI$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1] -0.02206767 0.02960139 -0.069914197 -0.003640964
#> Sigma[4,2]  0.01204044 0.01456732 -0.006803838  0.031462295
#> Sigma[4,3]  0.61631584 0.38138907  0.338054450  1.322901089
#> Sigma[4,4]  0.65935457 0.40432665  0.352248196  1.408540899
#> 
#> 
#> $MWI$A
#> $MWI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00796797 0.07973863  0.88797938   1.08723600
#> lag1_var2 -0.14742324 0.32161301 -0.49410793   0.34221574
#> lag1_var3 -0.24038651 0.50986611 -0.72873068   0.51032976
#> lag1_var4  0.22944345 0.48677954 -0.48733042   0.69607028
#> const      0.51128898 0.97959476 -0.59401956   2.11010679
#> exo1       0.02678137 0.05509107 -0.06019966   0.08895086
#> exo2      -0.05418413 0.06569432 -0.13245659   0.04800202
#> exo3       0.02795795 0.10384744 -0.05901523   0.19576504
#> 
#> $MWI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.03162377 0.15401642 -0.23210336    0.1602890
#> lag1_var2  0.72258214 0.51949823 -0.03694881    1.2953047
#> lag1_var3  0.42183927 0.84402169 -0.80737525    1.4814149
#> lag1_var4 -0.40264614 0.80927610 -1.41932138    0.7733769
#> const      2.20973589 1.81122773 -0.21397483    4.6003974
#> exo1      -0.06319206 0.18681054 -0.27486665    0.2281733
#> exo2       0.81281486 0.09721286  0.68675228    0.9371956
#> exo3       0.33610989 0.14537897  0.11580989    0.5145852
#> 
#> $MWI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.1160213 0.4565036  -1.7355367   -0.6069915
#> lag1_var2  2.8895836 2.1615633   0.3960182    5.9068583
#> lag1_var3  3.5784880 3.3544653  -0.8915003    8.1208183
#> lag1_var4 -2.4882498 3.1884255  -6.8102692    1.7438973
#> const     13.0216462 8.8846542   1.2278643   25.7046309
#> exo1      -0.1332765 0.6833773  -1.2258789    0.5795613
#> exo2       4.8565212 0.7137715   3.8375192    5.8690239
#> exo3      -4.1692630 0.9101616  -5.3955939   -3.0185120
#> 
#> $MWI$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.229012 0.5125548  -1.9422339   -0.5475094
#> lag1_var2  3.139886 2.3395015   0.3423546    6.2830377
#> lag1_var3  3.476822 3.6545051  -1.5929251    8.2378465
#> lag1_var4 -2.347146 3.4704336  -6.8751401    2.4574969
#> const     14.673595 9.6781065   0.8573269   28.1170786
#> exo1      -0.194489 0.7719906  -1.3651598    0.5479552
#> exo2       5.697848 0.7926334   4.5779425    6.7905454
#> exo3      -4.168514 1.0133163  -5.5230211   -2.8908070
#> 
#> 
#> 
#> $MYS
#> $MYS$Sigma
#> $MYS$Sigma$equation1
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00314532 0.007229783 0.0005308482   0.01382009
#> 
#> $MYS$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004636786 0.00177694 -0.006710849 -0.002177852
#> Sigma[2,2]  0.064786724 0.01292617  0.047275728  0.080693203
#> 
#> $MYS$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01728186 0.03770940  0.001769902   0.07394511
#> Sigma[3,2] -0.05981358 0.01356218 -0.076562542  -0.04238071
#> Sigma[3,3]  0.17687803 0.19209668  0.087381393   0.47751965
#> 
#> $MYS$Sigma$equation4
#>                   mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.01504252 0.03863415  0.0003860243  0.072545984
#> Sigma[4,2] -0.02182602 0.01117834 -0.0371197108 -0.006823521
#> Sigma[4,3]  0.14516158 0.19806180  0.0610141919  0.450699345
#> Sigma[4,4]  0.13587337 0.20204190  0.0550907820  0.443633610
#> 
#> 
#> $MYS$A
#> $MYS$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.909963398 0.03234749  0.86267011   0.94328623
#> lag1_var2  0.071865567 0.12744568 -0.08653827   0.26522049
#> lag1_var3  0.058646013 0.22217666 -0.21017762   0.39024875
#> lag1_var4 -0.047674433 0.21263278 -0.36729005   0.20851865
#> const      1.596146522 0.36904597  0.99689341   2.01663978
#> exo1       0.010062021 0.07376552 -0.05464103   0.12321375
#> exo2      -0.071642020 0.03759058 -0.12911601  -0.02315593
#> exo3      -0.002868441 0.11789936 -0.08903847   0.19968835
#> 
#> $MYS$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09025551 0.2264890  -0.4109882    0.1511755
#> lag1_var2  0.94928232 0.7035595   0.1406450    2.0904785
#> lag1_var3  0.59125769 1.1417791  -0.6803218    2.4637421
#> lag1_var4 -0.55270021 1.0799393  -2.3111476    0.6554713
#> const      1.37567788 2.9445213  -3.1534366    4.8486508
#> exo1      -0.01598293 0.2453355  -0.2667722    0.3515013
#> exo2       0.97793322 0.2878045   0.6000464    1.3606498
#> exo3       0.41564077 0.2482958   0.0943712    0.7828307
#> 
#> $MYS$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.20516472 0.3476338  -0.3148373    0.6467325
#> lag1_var2  0.19448767 1.1086605  -1.4818596    1.4209298
#> lag1_var3  1.08994173 1.8288362  -1.6392193    3.3299536
#> lag1_var4 -0.12438654 1.7400035  -2.2717474    2.4823200
#> const     -3.39319252 4.7063289  -9.5005375    2.0350853
#> exo1      -0.04256272 0.4424509  -0.5198105    0.6292632
#> exo2      -1.29576696 0.4298931  -1.8987857   -0.7862478
#> exo3      -0.02541340 0.7070489  -0.7787447    1.0187220
#> 
#> $MYS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.14986061 0.3323126  -0.2526836    0.6399128
#> lag1_var2  0.39981880 0.8883555  -0.7704381    1.5045444
#> lag1_var3  0.84423136 1.4421047  -1.0022770    2.6300236
#> lag1_var4  0.15781948 1.3667388  -1.5106163    1.9079861
#> const     -3.31603827 4.3613234  -9.5466235    1.6842010
#> exo1      -0.05104745 0.4071884  -0.4526723    0.5599503
#> exo2      -0.66793041 0.2947647  -1.1170931   -0.3119594
#> exo3       0.26052549 0.6596751  -0.3009150    1.3430492
#> 
#> 
#> 
#> $NAM
#> $NAM$Sigma
#> $NAM$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001134537 0.0005724497 0.0005936302   0.00203902
#> 
#> $NAM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01767591 0.01108822 -0.03519579 -0.006341225
#> Sigma[2,2]  2.14589618 0.45991821  1.45474181  2.698980353
#> 
#> $NAM$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.02362239 0.01539966  0.008337225   0.04807836
#> Sigma[3,2] -1.62415527 0.40284163 -2.102652298  -0.98124441
#> Sigma[3,3]  1.68163571 0.47783769  0.992397295   2.31649808
#> 
#> $NAM$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01726039 0.01246318  0.005274223   0.03586792
#> Sigma[4,2] -0.50787032 0.24861899 -0.830964618  -0.16956742
#> Sigma[4,3]  0.95249281 0.36837086  0.549918145   1.55748845
#> Sigma[4,4]  0.83593955 0.31502400  0.532852974   1.37739077
#> 
#> 
#> $NAM$A
#> $NAM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.964115904 0.01707793  0.94033091  0.988086950
#> lag1_var2 -0.033253937 0.02673795 -0.06784302 -0.001075165
#> lag1_var3 -0.068363140 0.04693744 -0.12787139 -0.007460620
#> lag1_var4  0.058029567 0.03608441  0.01213338  0.105588599
#> const      1.325014801 0.53741901  0.62748678  2.045004052
#> exo1      -0.017048431 0.02919036 -0.06101346  0.013501642
#> exo2      -0.105783231 0.03014120 -0.14730357 -0.068452955
#> exo3       0.009849473 0.02154889 -0.01675288  0.040834087
#> 
#> $NAM$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2684371  1.0042067  -1.4487331    1.0463953
#> lag1_var2  1.5861051  0.9311854   0.3163827    2.9832671
#> lag1_var3  2.4309781  1.6633070   0.3606190    4.9229639
#> lag1_var4 -2.0073244  1.2121727  -3.8084329   -0.4725171
#> const     -1.5787861 21.3743145 -26.6448728   33.3693415
#> exo1       1.0863758  0.7963914  -0.1252273    1.9281031
#> exo2       1.5392823  1.4651788  -0.3480504    3.5105386
#> exo3       0.6914911  1.4748475  -1.0331497    3.0459049
#> 
#> $NAM$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.1855859  0.8563973  -0.1986471    2.2130577
#> lag1_var2 -0.7048951  0.8703417  -1.7478455    0.6233875
#> lag1_var3 -0.9916568  1.5894387  -2.7714529    1.3018717
#> lag1_var4  1.4142591  1.1688035  -0.3247946    2.6278657
#> const     -2.7346028 22.4056878 -41.5594179   20.8786883
#> exo1      -0.9499028  0.9069382  -2.1307313    0.3768050
#> exo2      -3.3946076  1.2716326  -5.6873300   -2.3301374
#> exo3      -0.3904522  1.1765066  -2.1483094    0.7988664
#> 
#> $NAM$A$equation4
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  1.263050205  0.5515064   0.33655954    1.7833787
#> lag1_var2 -0.380947229  0.5460329  -0.91296030    0.5042773
#> lag1_var3 -0.616591959  1.0226412  -1.48542233    1.0410983
#> lag1_var4  1.230897259  0.8031428  -0.05900146    1.8901160
#> const     -5.909283084 14.0068556 -30.33909336    6.4551254
#> exo1      -0.418039542  0.6884675  -1.39592939    0.4221183
#> exo2      -3.152403691  1.1639141  -4.94878032   -1.9494038
#> exo3       0.001549564  0.7608302  -0.92258739    1.0956865
#> 
#> 
#> 
#> $NCL
#> $NCL$Sigma
#> $NCL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005081958 0.0001452298 0.0003163505 0.0007162844
#> 
#> $NCL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004315125 0.002662409 -0.008627059 -0.001133553
#> Sigma[2,2]  0.300438760 0.054841805  0.224815519  0.376990768
#> 
#> $NCL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002793058 0.001342347  0.001286131  0.004774288
#> Sigma[3,2] -0.050007345 0.034561796 -0.095099518 -0.004196566
#> Sigma[3,3]  0.103373239 0.021348957  0.084830085  0.141217039
#> 
#> $NCL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0001380888 0.001720144 -0.002064014    0.0027336
#> Sigma[4,2] 0.1558307608 0.034283966  0.108486653    0.2073169
#> Sigma[4,3] 0.0820185732 0.040833835  0.039638865    0.1427675
#> Sigma[4,4] 0.2037456548 0.061125809  0.129244622    0.2929366
#> 
#> 
#> $NCL$A
#> $NCL$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.903342692 0.030121393  0.85843399  0.938211464
#> lag1_var2  0.029951185 0.051436390 -0.04080808  0.095742635
#> lag1_var3  0.059667596 0.079395349 -0.04544233  0.167604751
#> lag1_var4 -0.046620257 0.071036064 -0.13967616  0.049779638
#> const      1.505412351 0.199162728  1.21404978  1.762261007
#> exo1      -0.017092640 0.018779501 -0.04303014  0.008363863
#> exo2      -0.015439373 0.009306814 -0.02704268 -0.001736133
#> exo3      -0.001550533 0.021764152 -0.03020132  0.031135636
#> 
#> $NCL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8097047 0.6264309  0.04229756   1.76045380
#> lag1_var2 -1.5854276 1.4047855 -3.68916330   0.05144692
#> lag1_var3 -3.8369573 2.1354013 -7.08676055  -1.35401832
#> lag1_var4  3.5287819 1.9464301  1.30993318   6.46032431
#> const      3.0003699 5.8897648 -3.10342730  10.59733952
#> exo1      -0.3683843 0.5038818 -1.22027425   0.01837605
#> exo2       2.8660074 0.5200482  2.27135894   3.69647559
#> exo3      -0.4446339 0.7105881 -1.57627985   0.32780064
#> 
#> $NCL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.02252084 0.4563555 -0.50684680    0.7823360
#> lag1_var2  0.41329519 0.7882820 -0.82487707    1.2740513
#> lag1_var3  1.43534290 1.1997616 -0.48816753    2.7113389
#> lag1_var4 -0.44801270 1.0957326 -1.64957091    1.2856159
#> const     -0.83852324 3.6492257 -6.93332010    3.2025852
#> exo1       0.20419214 0.1680288  0.02533555    0.4725921
#> exo2      -1.19004329 0.4396373 -1.72232036   -0.6168846
#> exo3       0.68935370 0.4778114 -0.15700648    1.1114760
#> 
#> $NCL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.49684886 0.6011815  -0.1280794   1.32702472
#> lag1_var2 -1.13935913 1.1507146  -2.9130876   0.11571050
#> lag1_var3 -1.88803928 1.7771788  -4.6261536  -0.03840198
#> lag1_var4  2.68378350 1.6111945   0.9436237   5.16680954
#> const      0.39614048 5.0302736  -4.2555398   8.04349293
#> exo1      -0.02637376 0.3149399  -0.4874192   0.35825470
#> exo2       0.53532545 0.6347128  -0.2238011   1.38601457
#> exo3       0.48623154 0.5194140  -0.3177867   1.14708267
#> 
#> 
#> 
#> $NER
#> $NER$Sigma
#> $NER$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001142291 0.0002929235 0.000892793  0.001673215
#> 
#> $NER$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0003465226 0.001444831 -0.001594218  0.002414344
#> Sigma[2,2] 0.1643989976 0.042929528  0.108493267  0.231933659
#> 
#> $NER$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002421375 0.003598303 -0.002591573  0.006780651
#> Sigma[3,2] -0.148403200 0.063094472 -0.230125238 -0.054195851
#> Sigma[3,3]  0.859781464 0.158964261  0.692528464  1.119676188
#> 
#> $NER$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002601295 0.003308478 -0.002157866   0.00686641
#> Sigma[4,2] -0.019539544 0.077928794 -0.108643395   0.10161141
#> Sigma[4,3]  0.748063829 0.141783387  0.593716978   0.94864945
#> Sigma[4,4]  0.737458008 0.156650287  0.566373037   0.99041675
#> 
#> 
#> $NER$A
#> $NER$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  1.01364530 0.02179503  0.9841514297  1.044200152
#> lag1_var2 -0.15562056 0.16853132 -0.4043001893  0.023820351
#> lag1_var3 -0.20145530 0.22290891 -0.5257407506  0.045589839
#> lag1_var4  0.19513331 0.22120063 -0.0511658144  0.515021995
#> const      0.22277214 0.56114933 -0.6594905061  0.850101979
#> exo1       0.02568280 0.02017685 -0.0008378598  0.052799871
#> exo2      -0.05044671 0.02924775 -0.0879605129 -0.006555593
#> exo3      -0.05620851 0.03170561 -0.0819116086 -0.001540523
#> 
#> $NER$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.4240371 0.1661826 -0.577573453   -0.1509928
#> lag1_var2  1.2924290 1.4000682 -0.454224866    3.5469557
#> lag1_var3  0.9187842 1.8124182 -1.315229766    3.8668862
#> lag1_var4 -0.8483701 1.8013449 -3.774971734    1.3688828
#> const      4.6393741 3.8026201 -1.001946833    9.0013630
#> exo1      -0.2630005 0.5282120 -1.076432185    0.3251147
#> exo2       0.4162856 0.4993783  0.004874585    1.2390755
#> exo3       0.2991796 0.4015442 -0.235600847    0.8079073
#> 
#> $NER$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5682874 0.3181040   0.1130097    0.9415698
#> lag1_var2 -1.4528464 2.1248031  -4.8488000    1.1814495
#> lag1_var3 -1.5027646 2.5956042  -5.5945831    1.6553217
#> lag1_var4  2.4148078 2.5802013  -0.7237865    6.5074064
#> const     -6.7832339 6.9969389 -13.7828396    3.7383923
#> exo1       0.1189329 0.8854914  -1.3557604    1.1228214
#> exo2       1.2021401 1.3569745  -0.8427482    2.8743971
#> exo3       1.7803419 1.1497234   0.1824315    3.2993848
#> 
#> $NER$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.24235315 0.2801785  -0.1764943    0.5472482
#> lag1_var2 -0.86699262 2.0520054  -3.7047579    2.1099422
#> lag1_var3 -1.33267902 2.6501385  -4.8088052    2.5457973
#> lag1_var4  2.30335124 2.6426936  -1.5375265    5.7839341
#> const     -3.56505733 5.5999432  -8.9184839    4.9352150
#> exo1      -0.09279935 0.6733175  -1.1289343    0.7555686
#> exo2       1.53818871 1.1015070   0.1239530    2.9123071
#> exo3       2.02361937 1.2295775   0.3367979    3.6728129
#> 
#> 
#> 
#> $NGA
#> $NGA$Sigma
#> $NGA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001217303 0.0002733259 0.0009316302  0.001627461
#> 
#> $NGA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003215441 0.002240437 -0.005539706  0.000616392
#> Sigma[2,2]  0.095880795 0.016572125  0.078179565  0.120644617
#> 
#> $NGA$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.002770109 0.003696804 -0.008989561  0.0009416408
#> Sigma[3,2] -0.139278824 0.029720058 -0.179504497 -0.1025601057
#> Sigma[3,3]  0.295411414 0.077731062  0.198194326  0.4050685944
#> 
#> $NGA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.005638694 0.002402453 -0.008912955 -0.002773977
#> Sigma[4,2] -0.064049631 0.021726341 -0.091944798 -0.035820364
#> Sigma[4,3]  0.189827510 0.059370384  0.115704109  0.276072011
#> Sigma[4,4]  0.143444073 0.045121340  0.089927669  0.209618331
#> 
#> 
#> $NGA$A
#> $NGA$A$equation1
#>                    mean          sd 5% quantile 95% quantile
#> lag1_var1  0.9774574926 0.007816936  0.96491060   0.98577537
#> lag1_var2 -0.0006965733 0.096823220 -0.14038919   0.12367292
#> lag1_var3  0.0241366378 0.125368845 -0.15570598   0.18656206
#> lag1_var4 -0.0334218896 0.125215069 -0.19640164   0.14513227
#> const      1.4792157406 0.259936441  1.04165266   1.73205152
#> exo1       0.0137191614 0.028670624 -0.02538383   0.05445351
#> exo2      -0.0307103214 0.033295341 -0.06823832   0.01444893
#> exo3       0.0095182486 0.037152775 -0.04397686   0.06017105
#> 
#> $NGA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03192780 0.1606228  -0.1287335    0.2984547
#> lag1_var2  0.05563051 0.8371923  -1.1485644    0.9372359
#> lag1_var3 -0.83335149 1.0898411  -2.3998248    0.3343278
#> lag1_var4  0.84021592 1.0832479  -0.3249710    2.3792543
#> const     -0.37021768 4.8571946  -7.9315588    4.9576432
#> exo1      -0.02868354 0.2434206  -0.2814884    0.3681086
#> exo2       0.88050285 0.3171069   0.4427279    1.3121747
#> exo3       0.30655480 0.2111620   0.0304098    0.5866998
#> 
#> $NGA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07126816 0.1810789  -0.2167700    0.2885698
#> lag1_var2  0.95055492 1.0370059  -0.5270045    1.9633336
#> lag1_var3  1.63646649 1.3864432  -0.4400646    2.9701772
#> lag1_var4 -0.68932308 1.3800180  -1.9881836    1.3844308
#> const      0.78096123 6.6912190  -7.4200539   10.7941320
#> exo1      -0.01659416 0.4747612  -0.6853479    0.5711326
#> exo2      -2.78438790 0.5205819  -3.5531003   -2.1979547
#> exo3       0.01028366 0.3991680  -0.5063441    0.5787323
#> 
#> $NGA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.08961677 0.08709821 -0.01787208    0.2196457
#> lag1_var2  0.53091594 0.82487249 -0.70465488    1.5208742
#> lag1_var3  0.37474284 1.11019206 -1.37302096    1.7137139
#> lag1_var4  0.58813213 1.10207883 -0.73724850    2.3326604
#> const     -0.17882608 3.49248084 -5.58633829    3.8976908
#> exo1      -0.04130755 0.36388891 -0.54861182    0.4339175
#> exo2      -2.18538396 0.38819684 -2.75554569   -1.7087720
#> exo3       0.26447986 0.28873381 -0.13879740    0.6398909
#> 
#> 
#> 
#> $NIC
#> $NIC$Sigma
#> $NIC$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006340926 0.0001497883 0.0004667627 0.0008664243
#> 
#> $NIC$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01107248 0.002523879 -0.01487122 -0.008145825
#> Sigma[2,2]  0.40498408 0.091493748  0.27969737  0.537842247
#> 
#> $NIC$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008925527 0.002089822  0.006899592   0.01220575
#> Sigma[3,2] -0.285773839 0.065532635 -0.378377567  -0.20105033
#> Sigma[3,3]  0.229093971 0.056864598  0.169383579   0.31719788
#> 
#> $NIC$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002001304 0.0008746622  0.001030634  0.003117253
#> Sigma[4,2] -0.029284965 0.0199107536 -0.061003154 -0.009600528
#> Sigma[4,3]  0.050005068 0.0219414568  0.027419944  0.084446567
#> Sigma[4,4]  0.033681368 0.0123662325  0.019097686  0.052841358
#> 
#> 
#> $NIC$A
#> $NIC$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.94781118 0.02873337  0.915505565   0.99182765
#> lag1_var2 -0.08190461 0.02766157 -0.117100271  -0.04082946
#> lag1_var3 -0.13741068 0.04480167 -0.199232514  -0.07170435
#> lag1_var4  0.13564552 0.04184493  0.075435100   0.19662254
#> const      1.32291596 0.43754661  0.713234251   1.81687709
#> exo1      -0.01675076 0.02742160 -0.058159143   0.01692307
#> exo2      -0.05317739 0.03204373 -0.100873680  -0.01873709
#> exo3       0.05793009 0.03208465  0.008042536   0.08930792
#> 
#> $NIC$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3401826 0.8254530 -0.97309013     1.422359
#> lag1_var2  1.2550423 1.1921043 -0.61294190     2.616125
#> lag1_var3  1.0364906 2.0137230 -2.12919198     3.383002
#> lag1_var4 -1.1562113 1.8303391 -3.20202817     1.735097
#> const      1.9039049 8.8506361 -8.46232131    14.702463
#> exo1       1.1523593 0.6793721  0.10800731     2.019480
#> exo2       0.7860759 0.4582906  0.06886518     1.243766
#> exo3       0.1946828 0.8965225 -0.89924342     1.400949
#> 
#> $NIC$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1736231 0.6287176  -0.6401843   1.14412815
#> lag1_var2 -1.0742325 0.7295719  -1.9224761  -0.01169415
#> lag1_var3 -1.2151545 1.2071672  -2.5934931   0.58836861
#> lag1_var4  2.1572068 1.0871796   0.5230773   3.39152340
#> const     -1.8805921 7.8758209 -13.3443551   7.41377581
#> exo1      -0.6160597 0.6155889  -1.3913586   0.39913909
#> exo2      -1.3501875 0.3859427  -1.7498840  -0.76332620
#> exo3       0.4185803 0.7240928  -0.5510359   1.38684734
#> 
#> $NIC$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4170290 0.1940672  0.09855129    0.6499490
#> lag1_var2 -0.8310845 0.2228534 -1.15958742   -0.5432476
#> lag1_var3 -1.4384511 0.3722150 -1.98846146   -0.9351415
#> lag1_var4  2.3092984 0.3462789  1.83633047    2.8104851
#> const     -1.6314103 2.9838348 -5.17729005    2.6839543
#> exo1       0.1189251 0.2592460 -0.18317140    0.4894770
#> exo2      -0.9031753 0.1739679 -1.11614087   -0.6203881
#> exo3       0.5777959 0.2412183  0.28350164    0.9090893
#> 
#> 
#> 
#> $NLD
#> $NLD$Sigma
#> $NLD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003994904 0.0001555269 0.0002597673   0.00066863
#> 
#> $NLD$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006552208 0.002964455 -0.01068003 -0.002710275
#> Sigma[2,2]  0.627191137 0.137210521  0.47199607  0.836581970
#> 
#> $NLD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004731113 0.002786999  0.001011474  0.008265047
#> Sigma[3,2] -0.496026368 0.113104797 -0.645716410 -0.353120126
#> Sigma[3,3]  0.452410105 0.123053999  0.309998770  0.651216282
#> 
#> $NLD$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0003583015 0.001165991 -0.0009710823  0.002222784
#> Sigma[4,2] -0.0795889378 0.056005890 -0.1706590154 -0.012944700
#> Sigma[4,3]  0.1259285909 0.058161054  0.0722226007  0.228467077
#> Sigma[4,4]  0.0762295077 0.025546087  0.0493095212  0.119484902
#> 
#> 
#> $NLD$A
#> $NLD$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.980430101 0.01772337  0.95843420   1.00560687
#> lag1_var2 -0.181454495 0.08127673 -0.31888139  -0.09093536
#> lag1_var3 -0.273182682 0.12528390 -0.48453109  -0.13237612
#> lag1_var4  0.263228556 0.12416976  0.12214971   0.47411761
#> const      1.211744900 0.37872636  0.65885920   1.63957486
#> exo1      -0.008490081 0.01559866 -0.02780989   0.01414725
#> exo2      -0.046039805 0.02070956 -0.06686132  -0.01019841
#> exo3       0.050884182 0.01868193  0.02143874   0.07355226
#> 
#> $NLD$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2467028 0.4489938  -0.8858307    0.3694897
#> lag1_var2  2.4895693 2.9507904  -1.3713676    6.8754213
#> lag1_var3  2.5812544 4.5018065  -3.3481558    9.3306244
#> lag1_var4 -2.4875463 4.5199099  -9.2404674    3.4817585
#> const      1.5178116 8.3736501  -7.5848974   13.7392676
#> exo1       0.1064782 0.5760942  -0.6653090    0.9064211
#> exo2      -0.1758645 0.8812440  -1.4696457    1.0603963
#> exo3       0.1074630 1.0817145  -1.3342358    1.4915434
#> 
#> $NLD$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.156776723 0.4627336  -0.4546859    0.8056279
#> lag1_var2 -0.330798670 2.5950978  -4.1434438    2.9893128
#> lag1_var3  0.282374144 3.9521000  -5.4460584    5.3674431
#> lag1_var4  0.613454296 3.9502888  -4.4973708    6.3261106
#> const      2.059018185 6.4370771  -7.7256584    8.6125418
#> exo1      -0.172769733 0.5778538  -0.9769399    0.4942398
#> exo2      -0.083793861 0.5750430  -0.8395701    0.6849502
#> exo3      -0.002506848 0.7509395  -0.8439431    1.1498778
#> 
#> $NLD$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.02119153 0.2054684 -0.345942533   0.23677592
#> lag1_var2  1.01619328 0.7475659 -0.017278704   1.90161861
#> lag1_var3  1.53630768 1.1312769 -0.002566395   2.90788528
#> lag1_var4 -0.56640537 1.1036606 -1.911516984   0.94052074
#> const      2.67621610 3.0683251 -0.914704249   7.56656611
#> exo1      -0.10270689 0.3085778 -0.490367613   0.34456265
#> exo2      -0.21345366 0.2231491 -0.562691003   0.03834486
#> exo3       0.06821658 0.2458464 -0.268756039   0.42621462
#> 
#> 
#> 
#> $NOR
#> $NOR$Sigma
#> $NOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001583923 4.875408e-05 9.719259e-05 0.0002258774
#> 
#> $NOR$Sigma$equation2
#>                    mean           sd 5% quantile  95% quantile
#> Sigma[2,1] -0.001679545 0.0007652834 -0.00294186 -0.0007714858
#> Sigma[2,2]  0.208835400 0.0417484567  0.15779058  0.2728275142
#> 
#> $NOR$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001426295 0.0008696489  0.0005954104  0.002867948
#> Sigma[3,2] -0.176503030 0.0452388704 -0.2402115187 -0.125912498
#> Sigma[3,3]  0.218652058 0.0559319061  0.1604982617  0.292922843
#> 
#> $NOR$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0003496572 0.0006165042 -0.0002659855  0.001435959
#> Sigma[4,2] -0.0412377369 0.0241625670 -0.0747412531 -0.010586100
#> Sigma[4,3]  0.1065101706 0.0298054081  0.0717854009  0.146633536
#> Sigma[4,4]  0.0822491745 0.0181748277  0.0602522294  0.108169723
#> 
#> 
#> $NOR$A
#> $NOR$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.965211116 0.007905977  0.956947936   0.97680757
#> lag1_var2 -0.086838679 0.026762768 -0.116258445  -0.04092751
#> lag1_var3 -0.139405496 0.041973998 -0.188041931  -0.06802364
#> lag1_var4  0.131397564 0.039942808  0.063718753   0.17747682
#> const      1.454620307 0.092062851  1.365611644   1.60264141
#> exo1      -0.002617156 0.017607112 -0.028516817   0.01742694
#> exo2      -0.030791660 0.013182746 -0.048710034  -0.01353924
#> exo3       0.020482515 0.011112139  0.004999707   0.03718546
#> 
#> $NOR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1403324 0.2225169  -0.3592419    0.1827924
#> lag1_var2  2.8718909 1.3505212   1.0092892    4.7259870
#> lag1_var3  3.5190698 2.1103323   0.6403864    6.3998576
#> lag1_var4 -3.5002505 2.0468836  -6.2638984   -0.7328680
#> const      4.2120884 5.2002002  -4.4900120    8.5012608
#> exo1      -0.2550835 0.5066055  -0.8258934    0.4867153
#> exo2       0.5545486 0.3302954   0.2164118    1.0790146
#> exo3       0.1360173 0.4000837  -0.3250540    0.7268771
#> 
#> $NOR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04065874 0.2982630  -0.4680936    0.3347828
#> lag1_var2 -0.49044222 1.5292861  -2.8082594    1.3770067
#> lag1_var3 -0.40010672 2.4334743  -4.0582759    2.5530674
#> lag1_var4  1.38574243 2.3583652  -1.5400105    4.9117444
#> const      0.44793161 5.2044522  -6.1135484    7.9188721
#> exo1       0.30201235 0.5588786  -0.5389433    0.8668676
#> exo2      -0.58079394 0.3303785  -1.0561690   -0.1980449
#> exo3      -0.14311012 0.4890517  -0.9384208    0.3619536
#> 
#> $NOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.13952684 0.2117407  -0.4760538   0.13063668
#> lag1_var2  0.96893477 0.9866376  -0.6449589   2.02662635
#> lag1_var3  1.25171915 1.5997379  -1.4194589   2.92832582
#> lag1_var4 -0.24063218 1.5464628  -1.8169080   2.35795380
#> const      2.50947822 4.6374254  -2.9667994   9.46803103
#> exo1       0.13564107 0.3537195  -0.3197587   0.64046241
#> exo2      -0.21859554 0.2166003  -0.5227217   0.04808941
#> exo3      -0.05364475 0.3195783  -0.4811345   0.38731059
#> 
#> 
#> 
#> $NPL
#> $NPL$Sigma
#> $NPL$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0003805541 0.0001037436 0.000267534 0.0005461383
#> 
#> $NPL$Sigma$equation2
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[2,1] -0.0002897914 0.0004719874 -0.0008552014 0.0003985701
#> Sigma[2,2]  0.0242652227 0.0063075134  0.0190024371 0.0355755387
#> 
#> $NPL$Sigma$equation3
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[3,1] -0.0003124987 0.0004168456 -0.0008644747  0.0003288025
#> Sigma[3,2] -0.0091893308 0.0039088092 -0.0155909960 -0.0049009657
#> Sigma[3,3]  0.0135498016 0.0023565022  0.0111793537  0.0171265371
#> 
#> $NPL$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0004899843 0.0003307063 -0.0009042608 0.0000418018
#> Sigma[4,2]  0.0002012838 0.0027094296 -0.0038939130 0.0029551803
#> Sigma[4,3]  0.0104818148 0.0018380071  0.0086325954 0.0132896449
#> Sigma[4,4]  0.0111828297 0.0022690896  0.0080273185 0.0139621927
#> 
#> 
#> $NPL$A
#> $NPL$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.97012154 0.007057788  0.95823769   0.97707251
#> lag1_var2 -0.01237560 0.033660020 -0.05011570   0.04021345
#> lag1_var3 -0.04134415 0.081439635 -0.13435790   0.08218743
#> lag1_var4  0.02319956 0.077854923 -0.09553921   0.11330629
#> const      1.44055297 0.174653355  1.22035106   1.66219191
#> exo1       0.01158186 0.018793015 -0.01043003   0.03803617
#> exo2      -0.06365970 0.019251738 -0.08640304  -0.03991621
#> exo3      -0.01089024 0.017921203 -0.03018338   0.01318660
#> 
#> $NPL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4432096 0.0848152   0.3207235   0.54498341
#> lag1_var2 -0.5397916 0.2113163  -0.7247977  -0.18527534
#> lag1_var3 -1.5979976 0.5968349  -2.1462050  -0.59450236
#> lag1_var4  1.6192185 0.5745004   0.6592408   2.15101803
#> const     -1.9347366 1.4894178  -4.4094243  -0.24770864
#> exo1      -0.0925960 0.1437856  -0.3008442   0.09250807
#> exo2       2.3566905 0.1476209   2.1438062   2.51556458
#> exo3       1.2945122 0.1503114   1.1513031   1.52553065
#> 
#> $NPL$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.19009288 0.05863743  -0.2626740   -0.1107790
#> lag1_var2  0.60400219 0.15279501   0.3810952    0.7943949
#> lag1_var3  1.66434671 0.39679940   1.1191511    2.1794450
#> lag1_var4 -0.66014249 0.38996683  -1.1701236   -0.1232747
#> const      0.73532659 1.29156936  -0.8496622    2.4345266
#> exo1      -0.02265431 0.10809566  -0.1514792    0.1383343
#> exo2      -1.16151932 0.11503831  -1.3358469   -1.0648179
#> exo3      -0.23067566 0.10039796  -0.3849205   -0.1108828
#> 
#> $NPL$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.05002031 0.04791776 -0.10608667   0.02914682
#> lag1_var2  0.16864239 0.13342894 -0.01382021   0.33026350
#> lag1_var3  0.44679426 0.32849106  0.03174133   0.88033123
#> lag1_var4  0.59663448 0.31900911  0.18256516   1.00703308
#> const     -0.51256307 1.15273685 -2.03732374   0.99517811
#> exo1      -0.05960425 0.11908399 -0.25104195   0.07470890
#> exo2      -0.25781477 0.12880342 -0.44051791  -0.11600350
#> exo3       0.28929740 0.10490547  0.15362924   0.41299573
#> 
#> 
#> 
#> $NZL
#> $NZL$Sigma
#> $NZL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003391435 0.0001150935 0.0002421511 0.0005279248
#> 
#> $NZL$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008838673 0.002543203 -0.01302236 -0.006984051
#> Sigma[2,2]  0.439117995 0.096529601  0.32263138  0.565124915
#> 
#> $NZL$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01035111 0.003835249  0.007589141   0.01669346
#> Sigma[3,2] -0.46432235 0.108333684 -0.616447410  -0.34395827
#> Sigma[3,3]  0.63058675 0.142232361  0.480858249   0.85393085
#> 
#> $NZL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004771207 0.002331558  0.002757228   0.00855155
#> Sigma[4,2] -0.184937433 0.053454472 -0.270914984  -0.13525492
#> Sigma[4,3]  0.341953603 0.081719443  0.261259429   0.47625653
#> Sigma[4,4]  0.231945983 0.053102584  0.172098746   0.31413462
#> 
#> 
#> $NZL$A
#> $NZL$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.94412111 0.009928696  0.928296277  0.954891152
#> lag1_var2 -0.04432456 0.028097553 -0.076555245 -0.002758028
#> lag1_var3 -0.07273153 0.046274380 -0.129972267 -0.005275716
#> lag1_var4  0.07368797 0.044972742  0.009136504  0.131049879
#> const      1.37769310 0.157433275  1.185081921  1.593569946
#> exo1      -0.03011455 0.024080364 -0.061353319  0.002730222
#> exo2      -0.03622997 0.015925113 -0.049748806 -0.007749003
#> exo3       0.03394369 0.014655326  0.015593644  0.053235527
#> 
#> $NZL$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.006452562 0.2925484  -0.4954650    0.3134848
#> lag1_var2  0.736744512 1.0357937  -0.6720889    2.1272276
#> lag1_var3 -0.065947730 1.6698350  -2.3058362    2.1676873
#> lag1_var4  0.062860114 1.5990798  -2.0329654    2.2023862
#> const      1.505925722 7.9600933  -8.4002742   12.8201877
#> exo1       0.209000295 0.6695692  -0.6616275    1.1515184
#> exo2       0.275506129 0.5105122  -0.3587053    1.0305592
#> exo3      -1.020273588 0.5396040  -1.7826470   -0.2901739
#> 
#> $NZL$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.51762283  0.5209953  -0.2806457   1.12612315
#> lag1_var2 -0.09116845  1.2214826  -2.1324547   0.81637484
#> lag1_var3  0.81369208  1.9731944  -2.4231617   2.36277155
#> lag1_var4  0.02427702  1.8643023  -1.4668535   3.08693810
#> const     -2.31423179 11.3912628 -16.9016305  15.04104976
#> exo1      -0.44913861  0.7641190  -1.4724273   0.55822516
#> exo2      -0.59679020  0.3588760  -1.0588502  -0.03251539
#> exo3       1.23969128  0.6923061   0.3895244   2.15241768
#> 
#> $NZL$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.54453236 0.4081036  -0.13485808    0.9293780
#> lag1_var2 -0.09796043 0.7985985  -1.35248338    0.8351730
#> lag1_var3  0.03244154 1.2792374  -1.92714554    1.6298162
#> lag1_var4  0.80668147 1.2033686  -0.69852744    2.6385223
#> const     -2.27535024 7.3183490 -10.35202837    9.6154196
#> exo1      -0.32495095 0.4206521  -0.74891817    0.3116314
#> exo2      -0.41626610 0.2375865  -0.78290970   -0.1190457
#> exo3       0.55294365 0.4155247   0.04100291    1.0943083
#> 
#> 
#> 
#> $OMN
#> $OMN$Sigma
#> $OMN$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001435542 0.002258799 0.0004906169  0.004777232
#> 
#> $OMN$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0004928843 0.002333421 -0.004053251  0.001626213
#> Sigma[2,2]  0.0581004076 0.008554684  0.046359781  0.070240614
#> 
#> $OMN$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01643208 0.01952104  0.004188106   0.04748116
#> Sigma[3,2] -0.02227779 0.03848690 -0.082226975   0.02291182
#> Sigma[3,3]  0.74257638 0.19002574  0.519869378   1.02138139
#> 
#> $OMN$Sigma$equation4
#>                  mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.01688204 0.01878647  0.005491044   0.04720911
#> Sigma[4,2] 0.01677808 0.04256934 -0.049575611   0.06528030
#> Sigma[4,3] 0.76009141 0.17967990  0.549873276   1.02334769
#> Sigma[4,4] 0.80547537 0.16728574  0.612577416   1.04618574
#> 
#> 
#> $OMN$A
#> $OMN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.987983331 0.02399808  0.95420109   1.02081341
#> lag1_var2 -0.168143897 0.10742505 -0.33469953  -0.05890512
#> lag1_var3 -0.264026140 0.17078906 -0.53727826  -0.07978083
#> lag1_var4  0.254044011 0.16348457  0.07795167   0.51598147
#> const      0.972631171 0.49020282  0.21444579   1.54728271
#> exo1       0.048166099 0.01833380  0.02646558   0.07083924
#> exo2      -0.040732133 0.07501950 -0.10231504   0.08579598
#> exo3      -0.007366868 0.03173560 -0.05716637   0.03579555
#> 
#> $OMN$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.3335883 0.2387552 -0.003918800    0.6388840
#> lag1_var2 -0.3523542 0.6132350 -1.195388804    0.4327166
#> lag1_var3 -1.2909694 0.7653993 -2.215539511   -0.1996830
#> lag1_var4  1.1615321 0.7095779  0.137128731    1.9995799
#> const      1.8805866 2.9344592 -1.066354015    6.8049315
#> exo1      -0.1044334 0.2083584 -0.411335728    0.1556314
#> exo2       0.3934991 0.2985645  0.005625838    0.7915296
#> exo3      -1.0536928 0.2133227 -1.415872766   -0.8556051
#> 
#> $OMN$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   1.8677715  0.5595962    1.003884    2.4848375
#> lag1_var2  -6.4934651  1.8713899   -8.905743   -4.2330700
#> lag1_var3  -9.4026172  3.0491135  -13.432178   -5.2700378
#> lag1_var4   9.9535626  2.9542536    5.899318   13.8817994
#> const     -17.3406514 11.5872424  -31.449129    0.5425838
#> exo1       -0.1137595  0.3749689   -0.577425    0.4284059
#> exo2       -3.9876343  0.9515845   -5.141412   -2.5740461
#> exo3       -0.5360821  0.7192027   -1.622806    0.3145484
#> 
#> $OMN$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   2.1853618  0.5144491   1.4434211    2.7387085
#> lag1_var2  -7.5220926  1.8870016 -10.1439101   -5.0667439
#> lag1_var3 -11.4651541  3.0716766 -15.8675285   -7.4300717
#> lag1_var4  11.9174440  2.9757358   8.0404088   16.1933524
#> const     -17.6434734 10.8030257 -29.2634536   -0.5159703
#> exo1       -0.1811308  0.4072544  -0.6718455    0.4479315
#> exo2       -3.8187732  0.9766107  -5.0687702   -2.4853228
#> exo3       -1.2663088  0.7688422  -2.4160784   -0.3116786
#> 
#> 
#> 
#> $PAK
#> $PAK$Sigma
#> $PAK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004621073 0.0001124824 0.0003193305 0.0005985593
#> 
#> $PAK$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.000738016 0.002730405 -0.001624977  0.005733881
#> Sigma[2,2] 0.439529314 0.095870560  0.342207987  0.601422915
#> 
#> $PAK$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001379908 0.002027488 -0.003776041  0.001122846
#> Sigma[3,2] -0.162013827 0.061687618 -0.262912867 -0.090715635
#> Sigma[3,3]  0.192520197 0.038937847  0.150253563  0.249741053
#> 
#> $PAK$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001102683 0.001742202 -0.003605663 0.0007588348
#> Sigma[4,2]  0.065245476 0.036015420  0.006693874 0.1055161608
#> Sigma[4,3]  0.110997208 0.018491724  0.086225059 0.1308278556
#> Sigma[4,4]  0.147106629 0.021967906  0.121614380 0.1808640544
#> 
#> 
#> $PAK$A
#> $PAK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.948816465 0.01556393  0.92852649   0.97218590
#> lag1_var2 -0.058316534 0.07604007 -0.14646343   0.05566497
#> lag1_var3 -0.122615544 0.14111878 -0.28518293   0.08481710
#> lag1_var4  0.126293719 0.14023689 -0.08145647   0.28504239
#> const      1.182458876 0.36355194  0.69793557   1.63698679
#> exo1      -0.003846442 0.02011340 -0.03581632   0.01497802
#> exo2      -0.039964489 0.03128823 -0.08808173  -0.01464839
#> exo3       0.010201089 0.02423381 -0.02750224   0.03892774
#> 
#> $PAK$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0677806  0.6268928   0.2404109    1.8534660
#> lag1_var2 -0.7577839  1.6620423  -2.7015009    1.9192583
#> lag1_var3 -3.1223863  3.1921609  -7.0008846    1.9822261
#> lag1_var4  2.7620633  3.0476526  -2.0339422    6.3816329
#> const     -9.2377699 10.4030483 -25.5205610   -0.7516627
#> exo1      -0.3254953  0.3722321  -0.7329841    0.2510681
#> exo2       1.3101728  0.3584617   0.8591115    1.8031376
#> exo3       0.5816060  0.6294810  -0.5306815    1.1937286
#> 
#> $PAK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3585412 0.3678079 -0.23564382    0.7962589
#> lag1_var2  0.5979791 1.1076094 -0.88225706    1.8606556
#> lag1_var3  2.0115979 2.1502873 -0.81440046    4.4535975
#> lag1_var4 -1.2422043 1.9960867 -3.53764552    1.4013993
#> const      2.1312148 4.3254637 -2.27751638    7.9788534
#> exo1      -0.1960848 0.4787319 -0.89166402    0.4008387
#> exo2      -0.6313370 0.3889844 -1.07605099   -0.1004667
#> exo3       0.5941976 0.4013088 -0.04873062    1.0572765
#> 
#> $PAK$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.92899735 0.4177926   0.3357869    1.4392070
#> lag1_var2 -0.12596380 1.1552670  -1.7435677    1.3620320
#> lag1_var3 -0.24160472 2.1297568  -3.1982732    2.5185335
#> lag1_var4  0.82501423 2.0491371  -1.8335804    3.6754937
#> const     -3.14024633 5.9368015 -10.4421520    4.4739560
#> exo1      -0.37225739 0.4786942  -1.0887332    0.1373855
#> exo2       0.04507739 0.4426566  -0.5330827    0.6726638
#> exo3       0.95768740 0.4390642   0.3658940    1.5411335
#> 
#> 
#> 
#> $PAN
#> $PAN$Sigma
#> $PAN$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001300859 0.0002731594  0.00100601  0.001690371
#> 
#> $PAN$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01295442 0.0040042 -0.01916567 -0.008077326
#> Sigma[2,2]  0.45610947 0.1069058  0.31800457  0.576929619
#> 
#> $PAN$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.008703815 0.004718563  0.00386988   0.01558205
#> Sigma[3,2] -0.163253742 0.080267416 -0.28216980  -0.07159857
#> Sigma[3,3]  0.693620789 0.125185293  0.51869355   0.85326712
#> 
#> $PAN$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.0005187354 0.004306509 -0.00548389  0.005969859
#> Sigma[4,2] 0.1460983705 0.056914103  0.07701005  0.239274897
#> Sigma[4,3] 0.6271800701 0.130186459  0.45170059  0.808307121
#> Sigma[4,4] 0.7743073764 0.138283441  0.60560862  0.983475263
#> 
#> 
#> $PAN$A
#> $PAN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.017455854 0.02364474  0.98595704   1.04948612
#> lag1_var2 -0.179513766 0.07675420 -0.30656360  -0.09979493
#> lag1_var3 -0.283424292 0.11657931 -0.47764012  -0.16328309
#> lag1_var4  0.261665462 0.10670985  0.15174872   0.43949662
#> const      1.014928806 0.30621291  0.55886039   1.38286217
#> exo1       0.027563423 0.03441435 -0.02129012   0.06990375
#> exo2      -0.227068022 0.04003016 -0.28247321  -0.18089918
#> exo3       0.009865659 0.04732923 -0.05644112   0.08146626
#> 
#> $PAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0280135 0.3766313  -0.5252419    0.4298791
#> lag1_var2  0.7974879 1.2577436  -0.8945099    2.4323826
#> lag1_var3  0.2291294 1.8894044  -2.3078421    2.7716390
#> lag1_var4 -0.2014977 1.7494669  -2.5495620    2.1556405
#> const      0.9478089 9.9227784 -15.8274221   10.7583813
#> exo1      -0.0188870 0.4495507  -0.5638886    0.6543165
#> exo2       7.8290678 0.9366717   6.7493103    9.1115743
#> exo3      -0.7964776 0.9706825  -2.3505115    0.2751608
#> 
#> $PAN$A$equation3
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1   1.82138359 0.4636131   1.22466374   2.53674719
#> lag1_var2  -0.07635324 1.7568460  -2.19311841   2.69165936
#> lag1_var3   0.63417780 2.7966478  -2.78862097   5.06944298
#> lag1_var4  -0.13747980 2.5781922  -4.21169990   3.05065653
#> const     -12.63227727 9.3032939 -25.39357669  -1.88638825
#> exo1        1.03411113 0.7794227   0.07717907   2.22814673
#> exo2       -6.77604846 0.5662632  -7.63133013  -6.20810708
#> exo3       -1.36870463 0.9332110  -2.18315496   0.03126086
#> 
#> $PAN$A$equation4
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1   1.93586979  0.4101429   1.35451207    2.3696597
#> lag1_var2  -0.05269609  1.6451305  -1.98422864    2.4492757
#> lag1_var3   0.01993214  2.6257881  -2.90984555    4.0898233
#> lag1_var4   0.47606086  2.4400635  -3.33598525    3.1426694
#> const     -14.04501543 11.8124218 -28.18604278    1.2113961
#> exo1        1.08684058  0.7823485   0.07672539    2.2833112
#> exo2       -1.67462150  0.7430982  -2.67709923   -0.5626781
#> exo3       -2.20779239  0.8470872  -3.26708334   -0.8985175
#> 
#> 
#> 
#> $PER
#> $PER$Sigma
#> $PER$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000744603 0.0001336751 0.0006395198  0.000982899
#> 
#> $PER$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003727483 0.001340343 -0.005260399 -0.002054875
#> Sigma[2,2]  0.122958961 0.025701418  0.087771843  0.151772887
#> 
#> $PER$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009361445 0.003703609  0.005326887   0.01527674
#> Sigma[3,2] -0.236363302 0.050208540 -0.290800746  -0.16491447
#> Sigma[3,3]  1.291463729 0.096518210  1.162696190   1.42239029
#> 
#> $PER$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007143357 0.003371914  0.003157897   0.01223896
#> Sigma[4,2] -0.155576218 0.041296004 -0.209564200  -0.09915451
#> Sigma[4,3]  1.174202618 0.092299150  1.034976698   1.27114974
#> Sigma[4,4]  1.112105287 0.096423325  0.967800647   1.21082931
#> 
#> 
#> $PER$A
#> $PER$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95653536 0.02217095  0.92872508   0.98643679
#> lag1_var2 -0.07518403 0.09600122 -0.19325445   0.04090390
#> lag1_var3 -0.10461545 0.13383551 -0.26267955   0.06421544
#> lag1_var4  0.10261899 0.12668133 -0.05777241   0.25184289
#> const      1.29830713 0.30318290  0.96156425   1.79023635
#> exo1       0.01949005 0.02840704 -0.00459137   0.06890686
#> exo2      -0.13521579 0.02717869 -0.17698309  -0.10668537
#> exo3       0.09030900 0.04802083  0.03239367   0.14930743
#> 
#> $PER$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1301436 0.2103426  -0.1317368    0.3972679
#> lag1_var2  0.6726429 0.9268428  -0.8432076    1.6722990
#> lag1_var3  0.1648747 1.2257167  -1.8628387    1.3754462
#> lag1_var4 -0.2017929 1.1637635  -1.3380249    1.7127201
#> const      1.2078946 5.5427980  -8.1164407    6.9848334
#> exo1       0.2067320 0.2675163  -0.1507733    0.5690168
#> exo2       3.4663905 0.2148004   3.2708915    3.8432845
#> exo3      -0.7561862 0.5813028  -1.3715035    0.1573732
#> 
#> $PER$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09870603  0.6231783  -0.7324841    0.8458421
#> lag1_var2 -0.64063080  3.1135260  -4.3503727    3.8223483
#> lag1_var3 -1.77324950  4.2241759  -6.6988329    4.1855910
#> lag1_var4  2.69388805  4.0066663  -2.9543991    7.3470100
#> const      3.14936164 12.4588037 -12.0226510   21.7157593
#> exo1      -0.31751338  0.5250711  -1.1049341    0.3209698
#> exo2      -9.97932381  0.5210023 -10.6083907   -9.3168947
#> exo3      -0.09524152  1.9011818  -2.6963833    2.1598296
#> 
#> $PER$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.002089844  0.6485869  -0.8155962    0.9717518
#> lag1_var2 -0.714853256  2.8131074  -3.8480046    3.3876643
#> lag1_var3 -2.506031294  3.8525029  -6.7422613    3.0528971
#> lag1_var4  3.406857800  3.6520194  -1.8744101    7.4133324
#> const      3.247012327 10.2993427 -10.5624513   17.5886332
#> exo1      -0.177911362  0.5431855  -0.9863579    0.5615983
#> exo2      -7.857585713  0.6091248  -8.6192312   -7.0046619
#> exo3      -0.631220967  1.5946291  -2.6714750    1.2727589
#> 
#> 
#> 
#> $PHL
#> $PHL$Sigma
#> $PHL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004260216 0.0001030404 0.0003359209 0.0006066416
#> 
#> $PHL$Sigma$equation2
#>                    mean           sd 5% quantile  95% quantile
#> Sigma[2,1] -0.001616219 0.0008401229 -0.00288809 -0.0007203391
#> Sigma[2,2]  0.041300850 0.0116759252  0.02688302  0.0574326483
#> 
#> $PHL$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0006819346 0.002244068 -0.003231174  0.002930022
#> Sigma[3,2] -0.0240878861 0.018973519 -0.053507759  0.001773740
#> Sigma[3,3]  0.4106784656 0.077417926  0.304038547  0.515160764
#> 
#> $PHL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001712166 0.002309036 -0.004555569  0.001908201
#> Sigma[4,2]  0.001085053 0.020081081 -0.021348548  0.032432035
#> Sigma[4,3]  0.408381690 0.075955968  0.296345467  0.497392149
#> Sigma[4,4]  0.421844264 0.079914398  0.298593163  0.506359186
#> 
#> 
#> $PHL$A
#> $PHL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.013351584 0.01178344  0.99898381  1.027873210
#> lag1_var2 -0.300695357 0.09513144 -0.45341891 -0.185714203
#> lag1_var3 -0.485747701 0.15430469 -0.74411941 -0.320431883
#> lag1_var4  0.468730198 0.14927730  0.30645769  0.718541369
#> const      0.754530388 0.42436733  0.10890821  1.233301592
#> exo1      -0.005457927 0.01424452 -0.02546435  0.011313312
#> exo2      -0.174885217 0.02129876 -0.20075580 -0.143632146
#> exo3      -0.025679008 0.02231988 -0.05226767  0.006128889
#> 
#> $PHL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2589080 0.1057832 -0.41303210   -0.1357321
#> lag1_var2  1.1021946 0.6323255  0.41319848    2.1374743
#> lag1_var3  0.4608462 1.0514283 -0.72879631    2.1597767
#> lag1_var4 -0.3862490 1.0269088 -2.03564760    0.7822163
#> const      2.7016311 2.4278009  0.47262779    6.7282863
#> exo1       0.2807918 0.1728974  0.07237539    0.5447910
#> exo2       0.5221948 0.2054188  0.25302956    0.7406287
#> exo3       1.0995555 0.1905639  0.80316444    1.2739612
#> 
#> $PHL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8647718 0.2841497    0.455360    1.2402202
#> lag1_var2  4.3447975 1.8768148    2.065686    6.7399580
#> lag1_var3  6.3133321 3.0321584    2.731309   10.1120265
#> lag1_var4 -5.8507741 2.9848967   -9.566896   -2.2922594
#> const      6.7219862 7.2262279   -0.564906   18.2566122
#> exo1      -0.3398573 0.8153737   -1.621144    0.7554225
#> exo2      -5.0701697 0.4739203   -5.868706   -4.6298780
#> exo3      -2.6919170 0.8980767   -3.720973   -1.2087413
#> 
#> $PHL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7268814 0.3211057   0.2354817    1.1170646
#> lag1_var2  4.7930032 1.7307632   2.6002835    7.0804571
#> lag1_var3  6.1794801 2.7037370   2.9299257    9.7601130
#> lag1_var4 -5.6746826 2.6665966  -9.1889950   -2.4306916
#> const      7.9554273 8.8052952  -0.6445443   22.4169785
#> exo1      -0.1782576 0.8460929  -1.4517978    1.0036883
#> exo2      -4.8793944 0.4979566  -5.7111964   -4.4126435
#> exo3      -2.1201773 0.8524512  -3.1163997   -0.7662877
#> 
#> 
#> 
#> $PNG
#> $PNG$Sigma
#> $PNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002152934 0.0005144363  0.00148746   0.00290108
#> 
#> $PNG$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003645789 0.0009488753 -0.004922231 -0.002288718
#> Sigma[2,2]  0.017765659 0.0036204950  0.013763375  0.023001697
#> 
#> $PNG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.000493719 0.001038570 -0.002022062 0.0008222288
#> Sigma[3,2] -0.000374912 0.002666093 -0.002347019 0.0037985176
#> Sigma[3,3]  0.023302955 0.002906739  0.019855979 0.0273592393
#> 
#> $PNG$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002345287 0.001320364 -0.004406231 -0.0008022821
#> Sigma[4,2]  0.008615028 0.004045134  0.004903489  0.0150789776
#> Sigma[4,3]  0.023486260 0.002853414  0.019504123  0.0271872254
#> Sigma[4,4]  0.028255531 0.003660522  0.023383892  0.0334347753
#> 
#> 
#> $PNG$A
#> $PNG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93329610 0.03472327  0.89728111   0.99268444
#> lag1_var2 -0.16643516 0.10318065 -0.29097128  -0.02826108
#> lag1_var3 -0.23223507 0.20613317 -0.47602375   0.05971624
#> lag1_var4  0.24553599 0.19576688 -0.03468105   0.46117194
#> const      1.08405338 0.37344435  0.57442941   1.60981953
#> exo1      -0.05825756 0.03183149 -0.09393215  -0.01248162
#> exo2      -0.05823306 0.06373339 -0.11959888   0.05692118
#> exo3      -0.02990312 0.06056814 -0.13051138   0.03167743
#> 
#> $PNG$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.19114017 0.1548035  0.004299967   0.40994498
#> lag1_var2  0.52248365 0.3036792  0.163057967   0.93343055
#> lag1_var3 -0.35908200 0.6177098 -1.118454219   0.49940580
#> lag1_var4  0.28805734 0.5876806 -0.554395906   1.00382813
#> const     -0.21804599 1.3148220 -2.286488859   0.90612630
#> exo1      -0.07654479 0.1100026 -0.258093615   0.03688588
#> exo2       0.20011780 0.1584324 -0.050550846   0.37707883
#> exo3       0.16019892 0.1338258 -0.007816568   0.34343295
#> 
#> $PNG$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.48087540 0.13804869   0.2826348    0.6691052
#> lag1_var2 -0.29186027 0.32062357  -0.7345767    0.1142593
#> lag1_var3 -0.14044062 0.64766193  -0.9472056    0.6142919
#> lag1_var4  1.01446474 0.61580377   0.2916298    1.8147962
#> const     -5.66071285 1.82015657  -8.1988818   -3.7029537
#> exo1       0.08382692 0.13676918  -0.1271895    0.2297390
#> exo2      -0.41278202 0.09514023  -0.5329674   -0.2913235
#> exo3       0.35719910 0.17197000   0.1361883    0.5777573
#> 
#> $PNG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5886484 0.1210261   0.4100698   0.73752729
#> lag1_var2 -0.3388342 0.2382251  -0.6604974  -0.02811848
#> lag1_var3 -0.9413197 0.4564997  -1.5084305  -0.33258106
#> lag1_var4  1.7879126 0.4528783   1.1846318   2.34833068
#> const     -6.4651581 2.0113873  -9.2537216  -3.97862868
#> exo1       0.0473165 0.1543240  -0.2133189   0.22561645
#> exo2      -0.3192797 0.1237585  -0.5003727  -0.17275541
#> exo3       0.4573189 0.1560103   0.2650986   0.64117435
#> 
#> 
#> 
#> $POL
#> $POL$Sigma
#> $POL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003209201 7.673929e-05 0.0002342929 0.0004224869
#> 
#> $POL$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01603491 0.00550955 -0.02344755 -0.008425564
#> Sigma[2,2]  2.34841076 0.46071173  1.70905876  2.963066358
#> 
#> $POL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006943303 0.002989874  0.002717089   0.01091791
#> Sigma[3,2] -1.246233829 0.299626986 -1.635454687  -0.84508824
#> Sigma[3,3]  0.761450534 0.198051882  0.499723255   1.01041453
#> 
#> $POL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002408969 0.001031161 -0.004209607 -0.001444303
#> Sigma[4,2]  0.072404080 0.075339331 -0.053471918  0.144116277
#> Sigma[4,3]  0.075065005 0.051918507  0.028812167  0.164224327
#> Sigma[4,4]  0.132118556 0.022614020  0.104651961  0.168788525
#> 
#> 
#> $POL$A
#> $POL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.956316034 0.02229913  0.92393651   0.97965138
#> lag1_var2 -0.000441494 0.02808420 -0.03573289   0.03479814
#> lag1_var3  0.003041542 0.05192383 -0.06111057   0.06810381
#> lag1_var4 -0.006046139 0.04666387 -0.06309759   0.05155020
#> const      1.395901339 0.35027378  0.92083327   1.82211820
#> exo1      -0.001098151 0.01534191 -0.02398249   0.01755703
#> exo2      -0.051254062 0.01678395 -0.07440785  -0.02781906
#> exo3       0.043454668 0.01686211  0.01658576   0.06355751
#> 
#> $POL$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09527785  1.398441   -1.762341    1.8800922
#> lag1_var2 -0.03656300  2.372614   -3.610424    2.9314194
#> lag1_var3 -1.76581294  4.333608   -8.247369    3.5853410
#> lag1_var4  1.61874050  3.998256   -3.349511    7.5139305
#> const     10.93767525 20.329298  -13.677943   35.8681800
#> exo1      -1.95739583  1.308730   -3.661379   -0.2719479
#> exo2       0.07343942  1.103405   -1.438129    1.6380912
#> exo3      -0.62181643  1.553648   -2.467878    1.5418442
#> 
#> $POL$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.7233888  0.7611876  -0.39448602    1.6018446
#> lag1_var2 -0.3571749  1.4118542  -2.04721168    1.7784272
#> lag1_var3  0.3649949  2.5786617  -2.68028853    4.2287541
#> lag1_var4  0.4510719  2.3901873  -3.06853608    3.3419964
#> const     -8.6812981 11.1806013 -21.59699449    4.4225143
#> exo1       1.1167161  0.7034861   0.31318910    1.9545164
#> exo2      -0.4714796  0.6567391  -1.34333950    0.4576981
#> exo3       1.1263303  0.8651876   0.04707305    2.1111753
#> 
#> $POL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.74336794 0.1922248   0.5138753    1.0277415
#> lag1_var2 -0.94837246 0.3219749  -1.3552500   -0.5299941
#> lag1_var3 -1.63869590 0.5866019  -2.3797356   -0.8695336
#> lag1_var4  2.35881764 0.5284676   1.6592524    3.0092905
#> const     -3.73134206 4.6502141  -9.7364643    2.9255404
#> exo1       0.04434323 0.3430202  -0.4042651    0.5005344
#> exo2      -0.46872327 0.3028183  -0.9322282   -0.1107778
#> exo3       0.78435989 0.2149819   0.5760979    1.1587540
#> 
#> 
#> 
#> $PRI
#> $PRI$Sigma
#> $PRI$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008510372 0.001049581 0.0004365073  0.002416872
#> 
#> $PRI$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005503666 0.01548622 -0.03141694  0.006052171
#> Sigma[2,2]  1.540771777 0.31067220  1.11977247  2.008809332
#> 
#> $PRI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001427164 0.004467159 -0.007729782   0.00445176
#> Sigma[3,2] -0.916456676 0.268789521 -1.285631144  -0.56960354
#> Sigma[3,3]  0.927964702 0.303400214  0.569774620   1.38135995
#> 
#> $PRI$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.004730823 0.007518205 -0.01727531  0.001092104
#> Sigma[4,2] -0.277201906 0.220514791 -0.54110218  0.076402885
#> Sigma[4,3]  0.614298283 0.231457541  0.35107556  0.956351771
#> Sigma[4,4]  0.579236188 0.188016091  0.35200816  0.845849432
#> 
#> 
#> $PRI$A
#> $PRI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.938558304 0.01537378  0.91588243  0.959039766
#> lag1_var2 -0.018122630 0.02490884 -0.05494525  0.013011223
#> lag1_var3 -0.040005766 0.05943736 -0.12795427  0.035280733
#> lag1_var4  0.039725342 0.05142588 -0.02448948  0.115909720
#> const      1.585290151 0.20277882  1.36922579  1.917670064
#> exo1      -0.023419753 0.02734508 -0.06591606  0.011112095
#> exo2      -0.053219348 0.05511527 -0.14658191 -0.003158417
#> exo3       0.002159737 0.02823667 -0.01881407  0.052851785
#> 
#> $PRI$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.9250247  1.1783632  -2.5699885    0.7123376
#> lag1_var2  2.6758809  1.7270466   0.2526671    5.0263364
#> lag1_var3  4.3320671  4.0117481  -1.2824790    9.9194395
#> lag1_var4 -3.6951823  3.5390421  -8.6603258    1.2492583
#> const     -2.0241134 11.7154150 -14.9582168   14.9619293
#> exo1       0.1426442  0.9165253  -1.2893657    1.1991983
#> exo2       1.1882627  1.0358306  -0.3685452    2.3194181
#> exo3      -0.5575135  1.4753253  -2.5811043    1.2885956
#> 
#> $PRI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4999252 0.8468603  -0.6565008    1.6099967
#> lag1_var2 -1.4526130 1.2927091  -3.2699263    0.3037088
#> lag1_var3 -2.5913114 2.9727236  -6.7617815    1.3026149
#> lag1_var4  3.1153859 2.6194214  -0.2800348    6.7958544
#> const      6.7060584 9.3574926  -1.8628789   22.0767199
#> exo1      -0.6099723 0.8109929  -1.7149521    0.4932391
#> exo2       0.4140095 0.9737055  -0.5362904    1.8158563
#> exo3       1.9456502 1.1961426   0.3040605    3.4234578
#> 
#> $PRI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09213119 0.7502371 -0.83798748    0.9740791
#> lag1_var2 -0.71745864 0.9570838 -2.04205035    0.3899132
#> lag1_var3 -1.70077264 2.1966295 -4.73409202    0.7108359
#> lag1_var4  2.49733164 1.9295938  0.41898940    5.1748178
#> const      6.10532038 9.8190335 -4.95772825   21.0371955
#> exo1      -0.59637930 0.6098627 -1.45175140    0.1861326
#> exo2       1.03891137 0.9909720 -0.02487747    2.4987677
#> exo3       1.91159652 0.7749440  0.89933003    2.9088415
#> 
#> 
#> 
#> $PRK
#> $PRK$Sigma
#> $PRK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006987445 0.0003811389 0.0004070588  0.001369096
#> 
#> $PRK$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0009587242 0.0004795198 0.0004672742  0.001745227
#> Sigma[2,2] 0.0050517939 0.0012938815 0.0031683903  0.006573127
#> 
#> $PRK$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.001832799 0.001182728 -0.003195261 -3.005153e-06
#> Sigma[3,2] -0.009369683 0.004899564 -0.016992649 -3.703207e-03
#> Sigma[3,3]  0.068361755 0.018922969  0.046619787  9.562886e-02
#> 
#> $PRK$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001195382 0.001183149 -0.002512979  0.0006263577
#> Sigma[4,2] -0.005711679 0.004359896 -0.012825222 -0.0008778207
#> Sigma[4,3]  0.062366725 0.016962976  0.043804753  0.0883726513
#> Sigma[4,4]  0.059162124 0.015598886  0.043674269  0.0842258154
#> 
#> 
#> $PRK$A
#> $PRK$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.94872664 0.03071224  0.910311747  0.994948593
#> lag1_var2 -0.26701941 0.19985977 -0.581458995 -0.068597148
#> lag1_var3 -0.44997721 0.26603794 -0.871335669 -0.184027354
#> lag1_var4  0.44587634 0.26444607  0.183666152  0.860667134
#> const      1.19287746 0.33033340  0.740504359  1.654919175
#> exo1       0.01962457 0.01597661 -0.001745092  0.043749630
#> exo2      -0.03847082 0.02556431 -0.071866137 -0.008496728
#> exo3      -0.01131366 0.02100533 -0.035463476  0.019098668
#> 
#> $PRK$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.13041795 0.06793185 -0.23415117  -0.05113061
#> lag1_var2  0.13099403 0.40271511 -0.38768215   0.67768497
#> lag1_var3 -0.80259338 0.52054157 -1.48926679  -0.12407535
#> lag1_var4  0.85149577 0.51723658  0.18011954   1.52921368
#> const     -0.22743769 0.95727637 -1.21592021   1.25314506
#> exo1      -0.02383055 0.06883710 -0.12015282   0.06358896
#> exo2       0.15598120 0.04765888  0.11299133   0.23139151
#> exo3       0.14127461 0.07218719  0.04434916   0.23146783
#> 
#> $PRK$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.727760893 0.2936732   0.3737086    1.1704569
#> lag1_var2  0.573674544 0.8543574  -0.4997774    1.6524122
#> lag1_var3  1.463778858 1.1215982   0.2230273    3.0191311
#> lag1_var4 -0.679286584 1.0816620  -2.1876423    0.5508800
#> const      0.008524076 3.3459932  -4.2834637    3.9274129
#> exo1      -0.151213921 0.2844052  -0.5398454    0.2070170
#> exo2      -1.709836793 0.2597668  -2.0593680   -1.3592581
#> exo3      -0.190264148 0.3001737  -0.5760589    0.3030765
#> 
#> $PRK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6297768 0.2869108   0.3055204    1.0689349
#> lag1_var2  0.3472224 0.7400695  -0.5363035    1.4493822
#> lag1_var3  0.4098472 0.9660766  -0.6358698    1.8413480
#> lag1_var4  0.4181021 0.9284434  -0.9594334    1.4370448
#> const     -0.6281373 3.0920662  -4.6627402    3.0754678
#> exo1      -0.1794322 0.2654928  -0.5599032    0.1582494
#> exo2      -1.6405446 0.2540951  -1.9503589   -1.2893790
#> exo3      -0.0930553 0.2914228  -0.4900417    0.3486278
#> 
#> 
#> 
#> $PRT
#> $PRT$Sigma
#> $PRT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006182017 0.0004873147 0.0003494568  0.001461358
#> 
#> $PRT$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01154008 0.007586461 -0.01628196 0.0002190902
#> Sigma[2,2]  0.88134753 0.118870008  0.68505387 1.0120504183
#> 
#> $PRT$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01009304 0.007272366 -0.001352292   0.01598132
#> Sigma[3,2] -0.69047677 0.122292433 -0.896812980  -0.55116026
#> Sigma[3,3]  0.76387177 0.139259163  0.607579281   0.99857249
#> 
#> $PRT$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003405074 0.00317177 -0.001521941  0.006749345
#> Sigma[4,2] -0.174827432 0.09274454 -0.314509466 -0.056728860
#> Sigma[4,3]  0.373921893 0.08800014  0.260966828  0.496607421
#> Sigma[4,4]  0.286986256 0.06215558  0.187039979  0.356727303
#> 
#> 
#> $PRT$A
#> $PRT$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.975696546 0.02257411  0.95109729   1.00615121
#> lag1_var2 -0.028586717 0.06164498 -0.12072851   0.04652022
#> lag1_var3 -0.045432803 0.10386891 -0.20118245   0.08007233
#> lag1_var4  0.033234160 0.09730639 -0.08596500   0.18048748
#> const      1.388133712 0.30138414  0.94502445   1.79159119
#> exo1       0.008994568 0.02163543 -0.02085445   0.03705247
#> exo2      -0.099130434 0.01136898 -0.11590692  -0.08450862
#> exo3       0.008042137 0.02766213 -0.03505452   0.03558150
#> 
#> $PRT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9839809 0.8688485  -0.1445304    2.1225906
#> lag1_var2 -4.8843639 2.2330731  -7.6600279   -1.4647535
#> lag1_var3 -9.7327166 3.7104887 -14.3193369   -4.0897393
#> lag1_var4  9.4237957 3.4280737   4.2054318   13.7306483
#> const     -6.4854448 9.4459830 -19.8121502    4.4533779
#> exo1      -1.4117829 0.7687880  -2.3466048   -0.2462797
#> exo2       0.3121373 0.9171341  -0.6487031    1.7713027
#> exo3       0.8313820 1.1075012  -0.6603784    2.1672152
#> 
#> $PRT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03893428 0.6028762  -0.7295134    0.9693576
#> lag1_var2  3.06843562 1.6248636   0.6704784    5.1660633
#> lag1_var3  6.15933494 2.6817710   2.2049487    9.5818060
#> lag1_var4 -5.17983276 2.4813641  -8.3644020   -1.5216724
#> const      0.30782415 6.5607318  -9.1868103    7.8252349
#> exo1       0.96589465 0.7109946  -0.0382722    1.8664020
#> exo2      -1.94661328 0.7729425  -3.1264492   -0.9929101
#> exo3      -1.50257190 0.8114000  -2.5745162   -0.3589748
#> 
#> $PRT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6392916 0.3029652   0.2888409    1.1063653
#> lag1_var2 -0.2690202 0.8975149  -1.5423957    0.8159223
#> lag1_var3 -0.3468732 1.4698037  -2.4436421    1.4148673
#> lag1_var4  1.1543076 1.3805502  -0.5257314    3.1080963
#> const     -4.5856430 3.8198849  -7.7973990    1.5090803
#> exo1       0.1346395 0.4239316  -0.4396459    0.7441548
#> exo2      -1.8805459 0.4949245  -2.5403320   -1.2269491
#> exo3      -1.0843643 0.4181584  -1.6658811   -0.5737686
#> 
#> 
#> 
#> $PRY
#> $PRY$Sigma
#> $PRY$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009227783 0.0002617404 0.0006086331  0.001291334
#> 
#> $PRY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01196499 0.005417394 -0.02004478 -0.005855873
#> Sigma[2,2]  1.19892217 0.445341297  0.60937835  1.889316672
#> 
#> $PRY$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0006165033 0.004633316 -0.007068931  0.005957932
#> Sigma[3,2] -0.7124704744 0.288362544 -1.199006880 -0.391289187
#> Sigma[3,3]  1.5567158517 0.350252985  1.210114724  2.171425870
#> 
#> $PRY$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.009233406 0.005442884 -0.01664434 -0.001814711
#> Sigma[4,2]  0.127308921 0.285421997 -0.24032464  0.539452661
#> Sigma[4,3]  1.124021044 0.214397694  0.84432268  1.430777871
#> Sigma[4,4]  1.283749939 0.139847746  1.09051415  1.481256534
#> 
#> 
#> $PRY$A
#> $PRY$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.99528133 0.01335013  0.978473191  1.013422785
#> lag1_var2 -0.14815669 0.05492742 -0.216513772 -0.065139730
#> lag1_var3 -0.21144750 0.07721786 -0.306743670 -0.093726870
#> lag1_var4  0.19715596 0.07499343  0.081802185  0.289185248
#> const      1.14132197 0.46317475  0.436715577  1.622004318
#> exo1       0.02951701 0.02794333 -0.008318472  0.062815584
#> exo2      -0.03432021 0.02836628 -0.066574977  0.006028258
#> exo3       0.02801100 0.02861860 -0.009285660  0.066284120
#> 
#> $PRY$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.1037855 0.4694338  -0.60320573     0.667802
#> lag1_var2  0.7633704 1.9125980  -1.66074996     3.793644
#> lag1_var3  0.6678083 2.7584309  -2.87137818     5.005721
#> lag1_var4 -0.5095975 2.5573734  -4.55171575     2.768853
#> const     -4.5870618 9.3248375 -17.13953484     8.337496
#> exo1      -0.8380219 1.0482186  -2.43911158     0.325014
#> exo2       1.3217857 1.0843564   0.07289217     3.062832
#> exo3       0.2775856 0.8007128  -0.96797856     1.156223
#> 
#> $PRY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0051412 0.5577980  0.38644718    1.7655259
#> lag1_var2  2.5558788 2.6022003 -0.96979253    6.1844481
#> lag1_var3  3.8596148 3.6404402 -1.04239278    8.9638754
#> lag1_var4 -3.4378190 3.4227519 -8.22520027    1.2197687
#> const     12.9991624 9.6420080  0.14960317   25.9662689
#> exo1       0.2788471 1.1543199 -1.55766826    1.4961105
#> exo2      -1.6643820 1.2901690 -3.26423574    0.1268983
#> exo3       0.8639170 0.7281005 -0.06825371    1.9161768
#> 
#> $PRY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9823600 0.4733365   0.2985865     1.635116
#> lag1_var2  2.7194027 2.2034035  -0.5464887     5.376343
#> lag1_var3  3.7913247 3.0939623  -0.8237368     7.599824
#> lag1_var4 -3.2718634 2.9331688  -6.8813615     1.063823
#> const      9.4701428 7.6542158   0.2531356    21.014849
#> exo1      -0.3249177 1.0802769  -1.7610884     1.189128
#> exo2      -0.7931260 0.8483606  -1.8435839     0.320423
#> exo3       1.1513018 1.0751530  -0.4690951     2.440529
#> 
#> 
#> 
#> $PSE
#> $PSE$Sigma
#> $PSE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008751527 0.003759532 0.005354092   0.01478958
#> 
#> $PSE$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.1544848 0.04673089  -0.2187381  -0.09566316
#> Sigma[2,2]  8.3760838 2.79297478   5.3525991  12.90204029
#> 
#> $PSE$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.08459786 0.0238029  0.05965853    0.1211401
#> Sigma[3,2] -4.78572015 1.6278158 -7.44682931   -3.0323719
#> Sigma[3,3]  2.97928294 0.9687837  1.97005874    4.5788936
#> 
#> $PSE$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02479594 0.01302188  0.01120175   0.04474528
#> Sigma[4,2] -1.72154043 0.66711403 -2.80782144  -1.07763680
#> Sigma[4,3]  1.30673562 0.40898877  0.92001283   1.98668771
#> Sigma[4,4]  0.79066645 0.18212490  0.61194196   1.09888757
#> 
#> 
#> $PSE$A
#> $PSE$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.88589591 0.08670045  0.786440350    1.0099840
#> lag1_var2  0.05378403 0.03955608  0.002860179    0.1050372
#> lag1_var3  0.12585286 0.08909175  0.012100705    0.2458845
#> lag1_var4 -0.09267382 0.06280923 -0.177607193   -0.0119583
#> const      1.24948931 1.07531239 -0.095337698    2.8502818
#> exo1       0.00360165 0.09040048 -0.121013904    0.1142806
#> exo2      -0.13866878 0.10531443 -0.282981567    0.0102223
#> exo3       0.04139123 0.14591566 -0.169757104    0.2078266
#> 
#> $PSE$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   1.9684852  2.856632  -1.88673609    5.6768237
#> lag1_var2  -0.9112348  1.509717  -2.85089477    1.4066389
#> lag1_var3  -4.4204195  3.480174  -8.75537031    0.9033385
#> lag1_var4   3.6479208  2.419008  -0.06115454    6.6401923
#> const     -11.2391727 30.721254 -53.85153979   33.5145970
#> exo1        3.9271231  2.908763   0.92960604    8.6766338
#> exo2       -1.8263317  2.549260  -5.47194389    1.2581370
#> exo3        0.6542589  4.624785  -4.57656363    7.6652044
#> 
#> $PSE$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.0644446  1.7050583  -3.3367209    1.3161696
#> lag1_var2  1.1955442  0.8563976  -0.0210864    2.2621263
#> lag1_var3  3.6711210  1.9825427   0.8856619    6.0896060
#> lag1_var4 -2.2183479  1.3496882  -3.8581563   -0.3330996
#> const      3.9595551 17.8239561 -20.0769224   29.3486474
#> exo1      -2.0607302  1.8054364  -4.9863029   -0.1057763
#> exo2      -1.5915877  1.4520055  -3.3452903    0.3496568
#> exo3       0.9934246  2.7515659  -3.1819267    4.1182698
#> 
#> $PSE$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.4709385 0.7530934  -1.46040432    0.5304941
#> lag1_var2  0.6584016 0.3763463   0.17140478    1.1226614
#> lag1_var3  1.3932967 0.8941398   0.24167790    2.4939723
#> lag1_var4 -0.1228372 0.6031891  -0.86532180    0.6663597
#> const     -1.6917561 7.2942425 -10.38488952    8.1639183
#> exo1      -0.5780940 1.0617818  -2.10281513    0.9362912
#> exo2      -3.2078129 0.6115800  -3.94102010   -2.2857421
#> exo3       1.7084819 1.1061994  -0.06814675    2.8298864
#> 
#> 
#> 
#> $PYF
#> $PYF$Sigma
#> $PYF$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000367941 7.373492e-05 0.0002865889 0.0004795048
#> 
#> $PYF$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001603763 0.0004658924 -0.002275745 -0.001064083
#> Sigma[2,2]  0.020129162 0.0057729467  0.013569736  0.027932727
#> 
#> $PYF$Sigma$equation3
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0005558984 0.0007236538 -0.001659365 0.0003182566
#> Sigma[3,2] -0.0032179147 0.0044725296 -0.008612056 0.0032881099
#> Sigma[3,3]  0.0304640537 0.0108852694  0.022520952 0.0475388637
#> 
#> $PYF$Sigma$equation4
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001664829 0.0008639566 -0.003080952 -0.0006472261
#> Sigma[4,2]  0.008844350 0.0040682667  0.004050611  0.0146612588
#> Sigma[4,3]  0.032348874 0.0110544828  0.023918016  0.0493074233
#> Sigma[4,4]  0.042034244 0.0126793081  0.031626826  0.0611779142
#> 
#> 
#> $PYF$A
#> $PYF$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.975645765 0.03188133  0.92871000  1.010640795
#> lag1_var2 -0.061345954 0.05144708 -0.12782948  0.008254061
#> lag1_var3 -0.099219227 0.08775594 -0.20431998  0.023929065
#> lag1_var4  0.086840241 0.07868964 -0.02249673  0.181503046
#> const      1.312461412 0.39826502  0.83387441  1.907039570
#> exo1       0.007434723 0.01734143 -0.02027444  0.028782971
#> exo2      -0.071295733 0.01868163 -0.09869194 -0.051208172
#> exo3      -0.008126544 0.01787790 -0.03498807  0.011207444
#> 
#> $PYF$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01176998 0.2136756 -0.34150078    0.2373908
#> lag1_var2  0.79727113 0.4079955  0.33835099    1.4330085
#> lag1_var3  0.43508021 0.7462490 -0.49038533    1.4998720
#> lag1_var4 -0.36378417 0.6743536 -1.32073355    0.4727731
#> const      1.49456824 2.2172788 -1.01777522    4.8590976
#> exo1       0.02212738 0.1004667 -0.05580565    0.1922236
#> exo2       1.24089675 0.1262005  1.08508493    1.4313502
#> exo3       0.19668330 0.1218037  0.01752879    0.3493960
#> 
#> $PYF$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.04583857 0.2505213 -0.250272798    0.4523356
#> lag1_var2 -0.06786073 0.5067607 -0.787382250    0.5506639
#> lag1_var3  0.27580283 0.9545700 -1.026168770    1.5997272
#> lag1_var4  0.66147079 0.8494768 -0.516668858    1.8171952
#> const     -1.67589758 2.1252415 -4.791490577    0.6431199
#> exo1       0.13621719 0.1439486 -0.002406094    0.3653899
#> exo2      -1.19089496 0.1325630 -1.389774248   -1.0263879
#> exo3      -0.05378501 0.1607023 -0.277664696    0.1516900
#> 
#> $PYF$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02299899 0.2558431 -0.25537077    0.4004052
#> lag1_var2 -0.09274762 0.5382190 -0.94600273    0.4544557
#> lag1_var3 -0.34598046 0.9531040 -1.86473826    0.8074872
#> lag1_var4  1.34243962 0.8484226  0.31571739    2.6967082
#> const     -1.73562593 2.4725844 -5.03902844    1.5919684
#> exo1       0.16806555 0.1810233 -0.02029221    0.4763482
#> exo2      -0.58560479 0.1011497 -0.74602298   -0.4587879
#> exo3       0.05913959 0.1854781 -0.22096441    0.3186596
#> 
#> 
#> 
#> $QAT
#> $QAT$Sigma
#> $QAT$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003390884 0.0005225755 0.002815998  0.004201787
#> 
#> $QAT$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0004001704 0.0007391522 -0.001500336 0.0004495099
#> Sigma[2,2]  0.0070865525 0.0017099541  0.004602138 0.0091422736
#> 
#> $QAT$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0008847804 0.002922883 -0.004686974  0.003258171
#> Sigma[3,2] -0.0127798768 0.010708735 -0.026186806  0.002190891
#> Sigma[3,3]  0.2007371676 0.033795144  0.156697093  0.245114120
#> 
#> $QAT$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001272658 0.00284393 -0.005495589  0.002450071
#> Sigma[4,2] -0.006849461 0.01091043 -0.019313815  0.008740066
#> Sigma[4,3]  0.191358779 0.02974154  0.150125628  0.231859149
#> Sigma[4,4]  0.187123050 0.02893122  0.147360548  0.223594908
#> 
#> 
#> $QAT$A
#> $QAT$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.044809349 0.02558396  1.00786811  1.077356006
#> lag1_var2 -0.377375981 0.27655899 -0.72856725  0.003190094
#> lag1_var3 -0.574949368 0.36984958 -1.01876654 -0.056535152
#> lag1_var4  0.557663369 0.37619811  0.03454750  1.015763542
#> const      0.357608909 0.99719030 -1.06234178  1.588865442
#> exo1       0.093976656 0.03829131  0.06419554  0.163362630
#> exo2      -0.076326132 0.05351233 -0.13700587  0.002890285
#> exo3       0.004132451 0.05097467 -0.05551468  0.069891849
#> 
#> $QAT$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09260469 0.03099239 -0.13850451  -0.05943520
#> lag1_var2  0.73785014 0.22909847  0.43909285   1.08581064
#> lag1_var3 -0.04794378 0.35056885 -0.51013798   0.50925291
#> lag1_var4  0.05396811 0.36029566 -0.51526758   0.53271177
#> const      1.89233415 1.12590990  0.46239262   3.27091918
#> exo1      -0.14420462 0.05660120 -0.22421472  -0.06154305
#> exo2       0.09091552 0.05633211  0.01034504   0.16481125
#> exo3       0.01079032 0.08622978 -0.10245279   0.12701971
#> 
#> $QAT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5116678 0.1779581   0.2802827  0.761683422
#> lag1_var2 -0.9686920 1.4214277  -2.8747353  0.978541697
#> lag1_var3 -0.5981951 1.8840550  -2.8782298  2.039158579
#> lag1_var4  1.4436538 1.9342848  -1.2690165  3.737006302
#> const      0.3218213 4.9216073  -5.3884116  7.505742818
#> exo1       0.6547483 0.4524691   0.1112072  1.326009749
#> exo2      -0.5008288 0.5758923  -1.3065334  0.239270955
#> exo3      -0.5347250 0.3530055  -0.9598309 -0.007447016
#> 
#> $QAT$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.4264085 0.1799505  0.220624733   0.69487766
#> lag1_var2 -0.7530614 1.4296400 -2.668217078   1.27721412
#> lag1_var3 -1.1253656 1.9010785 -3.392219997   1.55062088
#> lag1_var4  1.9820087 1.9533277 -0.771497798   4.27093324
#> const      1.5744249 4.6097989 -3.578866463   8.63868152
#> exo1       0.5355324 0.4585028 -0.003431067   1.20272926
#> exo2      -0.4279918 0.5743987 -1.228077589   0.31967044
#> exo3      -0.5297556 0.2922104 -0.899943655  -0.09767355
#> 
#> 
#> 
#> $ROU
#> $ROU$Sigma
#> $ROU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001651784 0.0005487038 0.001158007   0.00264298
#> 
#> $ROU$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005769608 0.006766723 -0.01559232  0.002691931
#> Sigma[2,2]  0.415659286 0.103740815  0.27742488  0.571629543
#> 
#> $ROU$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009299021 0.006617237  0.001536736   0.01867819
#> Sigma[3,2] -0.315454464 0.122212316 -0.477896602  -0.17300456
#> Sigma[3,3]  0.753449064 0.179925436  0.525267173   1.01679587
#> 
#> $ROU$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.006739454 0.004622229 -0.0004002011   0.01235976
#> Sigma[4,2] -0.110863179 0.105030590 -0.2471923362   0.04227207
#> Sigma[4,3]  0.634487599 0.175447608  0.4367220214   0.90696033
#> Sigma[4,4]  0.618942140 0.188224779  0.4469606422   0.92947610
#> 
#> 
#> $ROU$A
#> $ROU$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.98445485 0.02213837  0.9501192638   1.01030606
#> lag1_var2 -0.17278569 0.14259642 -0.3620362559   0.01355182
#> lag1_var3 -0.33814877 0.28753141 -0.7082430500   0.04162648
#> lag1_var4  0.32822928 0.27516712 -0.0341795085   0.68279084
#> const      0.93927590 0.28534399  0.5492262589   1.29474436
#> exo1       0.04001786 0.03077144  0.0007668265   0.08466220
#> exo2      -0.08811030 0.03953728 -0.1433792315  -0.03025674
#> exo3       0.04283523 0.03152568 -0.0057516952   0.08725605
#> 
#> $ROU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4290533 0.4848661  -1.0083657    0.2827746
#> lag1_var2  2.7953972 1.7981100   0.1373040    5.1015299
#> lag1_var3  4.0571556 3.5065102  -1.0668659    8.6801687
#> lag1_var4 -3.9617352 3.2896452  -8.3557248    0.7778239
#> const      7.7537912 6.2659914  -0.8600058   15.4696246
#> exo1      -0.4317344 0.5036763  -1.1617419    0.2647052
#> exo2       0.5585707 0.8101663  -0.8187065    1.3711987
#> exo3       0.4310316 0.8827491  -0.9160351    1.6950476
#> 
#> $ROU$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5418922 0.8443265  -0.4646691     1.781930
#> lag1_var2  1.3224651 2.7583007  -2.4074659     5.204864
#> lag1_var3  3.3679193 5.4488433  -4.1198362    10.826105
#> lag1_var4 -2.5945847 5.0344919  -9.4438127     4.349066
#> const     -3.0935715 6.8462206 -14.4103383     4.356156
#> exo1       0.5118905 0.7558895  -0.4818491     1.666981
#> exo2       0.3834941 1.5569729  -0.7347935     3.161936
#> exo3       0.8310862 1.2768564  -0.9146482     2.524159
#> 
#> $ROU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3407707 0.8390376  -0.5273716     1.738418
#> lag1_var2  2.5532336 2.6831896  -1.4031573     5.996765
#> lag1_var3  5.0577335 5.4131927  -3.0467302    11.939237
#> lag1_var4 -4.2297815 5.0306350 -10.6762751     3.283517
#> const      0.1028873 8.1169167 -12.6934654     9.358372
#> exo1       0.3155043 0.7006870  -0.5536788     1.447641
#> exo2       0.7261798 1.3728086  -0.3186481     2.982644
#> exo3       1.1290558 1.0140747  -0.2827554     2.443063
#> 
#> 
#> 
#> $RUS
#> $RUS$Sigma
#> $RUS$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001835936 0.0004898188 0.001214464  0.002522456
#> 
#> $RUS$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02966236 0.01047229 -0.04538419  -0.01754434
#> Sigma[2,2]  0.96873733 0.32393560  0.63722707   1.47644408
#> 
#> $RUS$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02863665 0.01045132  0.01532796   0.04474016
#> Sigma[3,2] -0.83842606 0.25520166 -1.28753043  -0.59953239
#> Sigma[3,3]  1.03108801 0.22620888  0.79959970   1.41591217
#> 
#> $RUS$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01169222 0.00688058  0.002170958   0.01937795
#> Sigma[4,2] -0.27711985 0.12418721 -0.435775963  -0.10075486
#> Sigma[4,3]  0.58226597 0.12982818  0.380524674   0.70974850
#> Sigma[4,4]  0.46409237 0.08469673  0.355081140   0.57879031
#> 
#> 
#> $RUS$A
#> $RUS$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0770948156 0.02850764   1.0382232   1.11529221
#> lag1_var2 -0.2289753106 0.05359430  -0.2918150  -0.14504870
#> lag1_var3 -0.3831586319 0.09253864  -0.4925354  -0.23923857
#> lag1_var4  0.3347734018 0.08678542   0.1997426   0.43438856
#> const      0.8214177225 0.65688344  -0.3046854   1.53846649
#> exo1       0.0283846283 0.02382666  -0.0116427   0.05555562
#> exo2      -0.0456888490 0.05139772  -0.1187494   0.01699745
#> exo3       0.0005262301 0.03362927  -0.0365506   0.05096394
#> 
#> $RUS$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.5827113  0.5422926  -2.4415563   -1.0817195
#> lag1_var2  4.1749494  1.4410790   2.5229296    6.3811311
#> lag1_var3  5.4719071  2.4390903   2.7792186    9.1824389
#> lag1_var4 -5.0733076  2.2728172  -8.4430988   -2.5526754
#> const     20.4346391 12.6681933   7.6370720   39.4268235
#> exo1       0.2992734  0.6001476  -0.7104253    0.9197178
#> exo2       1.2175860  1.0936108  -0.3002670    2.4818366
#> exo3      -0.2888721  0.9016269  -1.7583388    0.6265204
#> 
#> $RUS$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   1.6060248  0.7657442   0.4664435    2.5178684
#> lag1_var2  -0.6071100  1.4718308  -2.5164162    1.5257443
#> lag1_var3  -0.1173430  2.5588700  -3.4949734    3.6642741
#> lag1_var4   0.7038349  2.4277050  -2.9084354    3.8687302
#> const     -19.5708421 18.1414939 -42.7412710    6.7100095
#> exo1        0.4231962  0.6403822  -0.2958703    1.3470117
#> exo2       -1.0590185  1.1604219  -2.3342621    0.3793799
#> exo3        0.5727389  0.5249121  -0.1939852    1.2169936
#> 
#> $RUS$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.6339358  0.6142108  -0.3775728    1.2208666
#> lag1_var2  1.7811088  1.0895208   0.4319405    3.5784854
#> lag1_var3  2.9767475  1.9183547   0.5193688    6.0984115
#> lag1_var4 -2.1231310  1.8271929  -5.0567418    0.2694860
#> const     -8.3217802 13.2898579 -23.9244574   13.6363561
#> exo1       0.6507275  0.4542734   0.1524930    1.2840542
#> exo2      -0.3172008  0.6236699  -1.0106896    0.4851511
#> exo3       0.4212534  0.5264592  -0.2967743    1.1537459
#> 
#> 
#> 
#> $RWA
#> $RWA$Sigma
#> $RWA$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.02403515 0.008708456  0.01445445   0.03687864
#> 
#> $RWA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01504851 0.00911760  -0.0263545 -0.001749896
#> Sigma[2,2]  0.16417130 0.04995292   0.1105694  0.235188535
#> 
#> $RWA$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.002167067 0.01905478 -0.02608644   0.02573043
#> Sigma[3,2] -0.191139024 0.04338217 -0.24895071  -0.14609341
#> Sigma[3,3]  0.358971560 0.07908645  0.27344094   0.48076909
#> 
#> $RWA$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01299271 0.01840652 -0.03961478   0.01122438
#> Sigma[4,2] -0.10476298 0.03117452 -0.15219633  -0.06682213
#> Sigma[4,3]  0.27610117 0.07280996  0.20118375   0.39326592
#> Sigma[4,4]  0.24105738 0.06768230  0.17011292   0.34910330
#> 
#> 
#> $RWA$A
#> $RWA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.973130816 0.06068805   0.8907645   1.05090217
#> lag1_var2 -0.005485859 0.16208992  -0.2138160   0.18739830
#> lag1_var3 -0.009695702 0.28030544  -0.3287461   0.34321982
#> lag1_var4 -0.004205032 0.26429670  -0.3329320   0.31008787
#> const      1.493969917 1.64131882  -1.0686495   3.61080688
#> exo1       0.061592018 0.18667175  -0.2162035   0.25963482
#> exo2      -0.173718113 0.15012138  -0.4135953  -0.02600854
#> exo3       0.099876979 0.18229324  -0.1482524   0.33150869
#> 
#> $RWA$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1008436 0.08532224  -0.2245554   0.01474722
#> lag1_var2  1.5735917 0.50638241   0.8969366   2.26340228
#> lag1_var3  1.8429599 0.73588388   0.8580219   2.86469548
#> lag1_var4 -1.7453102 0.69484217  -2.6982858  -0.81471443
#> const      2.7622452 3.07257917  -2.3193331   5.98622100
#> exo1      -0.0879272 0.34048382  -0.5756505   0.35877155
#> exo2       0.2785390 0.36296888  -0.2781322   0.66574332
#> exo3       3.7352466 0.41963393   3.1559204   4.24988105
#> 
#> $RWA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.14515607 0.1888075  -0.3581323    0.1639109
#> lag1_var2  0.03357533 0.8743297  -1.1602341    1.1099204
#> lag1_var3 -0.59255649 1.4593824  -2.4129267    1.2747811
#> lag1_var4  1.40167240 1.3889446  -0.3286995    3.1381977
#> const      2.97958903 4.3581764  -3.6460233    8.2246115
#> exo1       0.23700888 0.4766320  -0.3167359    0.9720703
#> exo2       3.49942824 0.5236730   2.8223378    4.1049990
#> exo3      -5.42570883 0.4212259  -5.9923684   -4.8059185
#> 
#> $RWA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2495611 0.1841334  -0.4768529   0.01784149
#> lag1_var2  0.5983846 0.7954083  -0.5151397   1.66905049
#> lag1_var3 -0.2811792 1.3729227  -2.2354855   1.58055882
#> lag1_var4  1.1503421 1.3081286  -0.5835646   3.01318925
#> const      4.4019387 3.7375686  -2.1337343   7.30722607
#> exo1       0.2069835 0.4495051  -0.2180884   0.96968515
#> exo2       4.1270102 0.5416052   3.3452431   4.71856213
#> exo3      -3.6546094 0.2626135  -3.9717076  -3.29397687
#> 
#> 
#> 
#> $SAU
#> $SAU$Sigma
#> $SAU$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009410277 0.0002212054 0.0006568281   0.00121423
#> 
#> $SAU$Sigma$equation2
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.003032872 0.002240376 -3.815316e-05  0.006130141
#> Sigma[2,2] 0.183542649 0.036959100  1.316461e-01  0.230630512
#> 
#> $SAU$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00267034 0.003784738 -0.001978163  0.007904466
#> Sigma[3,2] -0.12776856 0.046007691 -0.162291386 -0.042736782
#> Sigma[3,3]  0.65893602 0.180849587  0.437717879  0.932994762
#> 
#> $SAU$Sigma$equation4
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004556362 0.00359199 -0.0007642898  0.008851281
#> Sigma[4,2] -0.023353958 0.05793977 -0.0771059461  0.077257424
#> Sigma[4,3]  0.614665758 0.17792990  0.4044274404  0.895121928
#> Sigma[4,4]  0.632075130 0.16705893  0.4436437506  0.898507051
#> 
#> 
#> $SAU$A
#> $SAU$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98696324 0.02057869  0.955920771   1.00921692
#> lag1_var2 -0.11374356 0.05647450 -0.185147228  -0.03637645
#> lag1_var3 -0.20748685 0.10300015 -0.343922634  -0.06836968
#> lag1_var4  0.19574376 0.09762541  0.063230785   0.32398379
#> const      1.02297681 0.50025742  0.316575979   1.60015762
#> exo1       0.02593458 0.02394470 -0.004145482   0.06027656
#> exo2      -0.05267595 0.01964340 -0.077034575  -0.02585515
#> exo3       0.01117706 0.04354959 -0.041588057   0.07800884
#> 
#> $SAU$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.3135058 0.3184819  -0.08456237   0.72458715
#> lag1_var2  0.2927457 0.9527098  -1.14024122   1.48292983
#> lag1_var3 -0.7978318 1.7250910  -3.40113366   1.32755830
#> lag1_var4  0.7033384 1.6252421  -1.30008400   3.15668822
#> const     -1.9790377 6.8283624 -10.95231493   7.47210668
#> exo1      -0.6187917 0.4109189  -1.16220061  -0.03114241
#> exo2       2.2945603 0.5143898   1.61214591   3.02959238
#> exo3      -0.1731699 0.7347274  -1.29669033   0.77737195
#> 
#> $SAU$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.8116231 0.3757459   0.2502643   1.24189453
#> lag1_var2  -1.7067252 1.1548560  -3.4302920  -0.04598923
#> lag1_var3  -2.5860886 2.1668310  -5.5652133   0.75077535
#> lag1_var4   3.3938759 2.0454904   0.2572044   6.21786533
#> const     -12.1860877 8.2444311 -23.1472373  -0.48188113
#> exo1        0.2888153 0.5391236  -0.4681902   0.85401389
#> exo2       -1.0612692 0.8523175  -2.3557048  -0.22218807
#> exo3        0.0807249 1.2096337  -1.8656471   1.37036045
#> 
#> $SAU$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.05742707 0.4156828   0.5215520    1.6824898
#> lag1_var2  -2.10805834 1.3228492  -3.6662890   -0.2509848
#> lag1_var3  -4.06126806 2.5116909  -6.8194817   -0.4759718
#> lag1_var4   4.80936106 2.3703503   1.4370510    7.4329267
#> const     -14.85853105 7.7943078 -27.9672241   -6.4282739
#> exo1       -0.04292075 0.5331809  -0.8511623    0.5724902
#> exo2        0.39419475 0.8112791  -0.7063495    1.3878015
#> exo3       -0.01605208 1.0867818  -1.7552327    0.9976004
#> 
#> 
#> 
#> $SDN
#> $SDN$Sigma
#> $SDN$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005184078 0.001270907 0.003754842  0.007251747
#> 
#> $SDN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01892437 0.01010857 -0.03106447 -0.003550531
#> Sigma[2,2]  1.21493812 0.29125305  0.91022710  1.635945586
#> 
#> $SDN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01294402 0.007021467 -0.02534167 -0.005778074
#> Sigma[3,2] -0.45344042 0.129237246 -0.61959422 -0.315820476
#> Sigma[3,3]  0.34076940 0.094035660  0.21703976  0.454342139
#> 
#> $SDN$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.02138993 0.00690696 -0.03214936  -0.01363961
#> Sigma[4,2]  0.05885337 0.05239926 -0.02051121   0.11429071
#> Sigma[4,3]  0.15600355 0.05755142  0.08838781   0.24044228
#> Sigma[4,4]  0.19167951 0.06236818  0.11736536   0.27913499
#> 
#> 
#> $SDN$A
#> $SDN$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.88661269 0.06553255  0.792506507   0.97891689
#> lag1_var2  0.12992144 0.08766635  0.015102089   0.25316247
#> lag1_var3  0.35221345 0.17691736  0.127557389   0.60685859
#> lag1_var4 -0.28508451 0.15745829 -0.510734541  -0.08358814
#> const      0.15926399 1.17570033 -1.270418802   1.84598601
#> exo1       0.06144844 0.03167060  0.009575396   0.09703335
#> exo2       0.01284488 0.07215247 -0.065150120   0.12336184
#> exo3       0.11561728 0.06933008  0.028329727   0.21584832
#> 
#> $SDN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2047972 0.3833004  -0.1804508    0.7994127
#> lag1_var2 -0.3635682 0.6243683  -1.3409962    0.3871874
#> lag1_var3 -1.0335301 1.2791736  -2.9649837    0.5321595
#> lag1_var4  1.2251022 1.1309503  -0.1247249    2.9629378
#> const     -1.5003930 9.3668070 -13.7750940    8.5607547
#> exo1       0.3376204 1.3237686  -0.9454368    2.5236329
#> exo2       0.6392672 0.8798271  -0.5338307    1.7029380
#> exo3       0.2538076 1.1702458  -1.4873369    1.9089814
#> 
#> $SDN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04235915 0.3751276  -0.6081663   0.42823464
#> lag1_var2 -0.38892146 0.7085923  -1.3057821   0.50106653
#> lag1_var3 -0.59700170 1.5720049  -2.6595633   1.36934387
#> lag1_var4  1.29972190 1.3723496  -0.3811290   3.10321283
#> const      9.41270476 8.8775101  -2.6789832  20.47313746
#> exo1      -0.32038868 0.6688454  -1.3216283   0.56017940
#> exo2      -0.76039036 0.5646244  -1.4702501   0.06341143
#> exo3      -0.32023769 0.5872080  -1.2171135   0.37834524
#> 
#> $SDN$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.003772775 0.4200754  -0.6404278   0.45950946
#> lag1_var2 -0.937042179 0.6638579  -1.7535156  -0.08165848
#> lag1_var3 -1.865271465 1.4843894  -3.7373974  -0.08038697
#> lag1_var4  2.696250022 1.2917110   1.1189049   4.32513630
#> const      8.239436471 8.2887073  -1.4176253  20.65532671
#> exo1      -0.172432671 0.2829771  -0.4320412   0.25943345
#> exo2      -0.549254847 0.3420091  -1.0347885  -0.14032528
#> exo3      -0.140043743 0.4516330  -0.7856486   0.44258570
#> 
#> 
#> 
#> $SEN
#> $SEN$Sigma
#> $SEN$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004585769 0.000128736 0.0002904545 0.0006264527
#> 
#> $SEN$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0007832909 0.002081142 -0.003652507   0.00207673
#> Sigma[2,2]  0.2751115480 0.067481559  0.213765943   0.39400407
#> 
#> $SEN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0007954502 0.005220767 -0.005324176  0.008690043
#> Sigma[3,2] -0.5727512450 0.165845575 -0.798755317 -0.342989277
#> Sigma[3,3]  1.8501791712 0.539903344  1.202093841  2.569285110
#> 
#> $SEN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0003905705 0.004698707 -0.005123352  0.007690938
#> Sigma[4,2] -0.4641622342 0.146828459 -0.643055380 -0.252773259
#> Sigma[4,3]  1.6490047459 0.495047285  1.080543842  2.349825175
#> Sigma[4,4]  1.4917776663 0.455264609  0.996670917  2.166108850
#> 
#> 
#> $SEN$A
#> $SEN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.991876138 0.01284649  0.97496552   1.01053391
#> lag1_var2 -0.113646495 0.03469161 -0.16927326  -0.06981645
#> lag1_var3 -0.255346696 0.07475547 -0.37876059  -0.17063878
#> lag1_var4  0.243974125 0.07362781  0.16245926   0.36551065
#> const      0.752871277 0.28244070  0.36250542   1.11724835
#> exo1      -0.006333807 0.02160751 -0.04093324   0.01832828
#> exo2      -0.017190664 0.02072157 -0.04431847   0.01371974
#> exo3       0.029716996 0.02829350  0.00211439   0.07342779
#> 
#> $SEN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03283252 0.2315843  -0.3970287    0.2128553
#> lag1_var2  1.22447839 0.8480962  -0.1942463    2.0614476
#> lag1_var3  1.16063731 1.8967712  -2.0190692    3.0863225
#> lag1_var4 -1.22507934 1.8698157  -3.0994457    1.9035334
#> const      5.07943953 4.3877147  -0.3064974   11.7883049
#> exo1      -0.21226736 0.5149774  -0.9100296    0.3653222
#> exo2       0.65363224 0.6027122  -0.1010989    1.4259432
#> exo3       0.11401136 0.5803160  -0.5819317    1.0921985
#> 
#> $SEN$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.03014934  0.6560278  -0.7057671    0.9784526
#> lag1_var2  1.46589998  3.0464766  -2.2113670    5.7641884
#> lag1_var3  3.59498654  6.2564167  -3.8800292   12.8741970
#> lag1_var4 -2.67688133  6.0746993 -11.7418935    4.5278094
#> const      2.68148637 10.8391869 -11.7080550   13.6206575
#> exo1      -0.21744048  1.6728075  -2.5364614    2.2023459
#> exo2      -0.13963801  1.3239343  -1.5838030    1.9978157
#> exo3       0.97014073  1.4085483  -1.1561231    2.3365339
#> 
#> $SEN$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.007415398  0.5822976  -0.6525336    0.8754345
#> lag1_var2  1.845489773  2.8459709  -1.6216806    5.6796972
#> lag1_var3  3.708998547  5.7861530  -3.2592526   11.8810506
#> lag1_var4 -2.811539002  5.6064038 -10.7848737    3.8971658
#> const      4.776137578 10.0736161  -8.2892081   16.6874088
#> exo1      -0.323710387  1.5819426  -2.4706741    2.0482799
#> exo2       0.202164189  1.1414151  -1.0332148    2.0990152
#> exo3       1.075984338  1.2776865  -0.8482558    2.3828399
#> 
#> 
#> 
#> $SGP
#> $SGP$Sigma
#> $SGP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007328312 0.0001252509 0.0005700881 0.0009060715
#> 
#> $SGP$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00820549 0.003304668 -0.01304874 -0.003987862
#> Sigma[2,2]  0.45521160 0.088506767  0.35267670  0.587234897
#> 
#> $SGP$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00748881 0.004000868  0.002410378   0.01288982
#> Sigma[3,2] -0.39614520 0.087756981 -0.537312621  -0.29531035
#> Sigma[3,3]  0.51303420 0.089786936  0.394446579   0.62732397
#> 
#> $SGP$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00222486 0.003294941 -0.001282549  0.006227649
#> Sigma[4,2] -0.10114560 0.048332839 -0.165303678 -0.040571358
#> Sigma[4,3]  0.26454460 0.068253686  0.185669587  0.352193908
#> Sigma[4,4]  0.20775663 0.069308357  0.141746175  0.313899435
#> 
#> 
#> $SGP$A
#> $SGP$A$equation1
#>                  mean         sd  5% quantile  95% quantile
#> lag1_var1  0.99729707 0.02275150  0.963786163  1.0259089954
#> lag1_var2 -0.17139514 0.03795238 -0.228639867 -0.1285745397
#> lag1_var3 -0.29099813 0.06072867 -0.383098779 -0.2270585374
#> lag1_var4  0.27280342 0.05569736  0.214643101  0.3557716858
#> const      1.24187248 0.27029153  0.877636068  1.6616118875
#> exo1      -0.02820422 0.02559433 -0.070601550  0.0003006356
#> exo2      -0.04643938 0.02883121 -0.091917689 -0.0156509743
#> exo3       0.04426361 0.02528784  0.008293173  0.0776832191
#> 
#> $SGP$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6582721 0.4804443  -1.2218574   0.04673825
#> lag1_var2  2.8170501 1.3002900   1.3400376   4.61707066
#> lag1_var3  3.3725028 2.0932297   0.9454119   6.31869259
#> lag1_var4 -3.1411694 1.9860269  -5.9441322  -0.87064227
#> const      3.4582782 6.5167246  -7.0768263  10.97376665
#> exo1       0.1424717 0.6538227  -0.9801147   0.88841583
#> exo2       0.5473855 1.1744649  -1.3629375   1.79669242
#> exo3       0.4822106 0.7225719  -0.5863317   1.26947109
#> 
#> $SGP$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.3720263 0.7540894   0.10899695   2.08045698
#> lag1_var2 -1.3833069 1.2136925  -3.37829094   0.03062848
#> lag1_var3 -1.4386424 1.9523922  -4.68433618   0.78479752
#> lag1_var4  2.0072226 1.7662600   0.03778518   4.98889789
#> const     -7.8309973 7.8290964 -16.87604023   3.82152835
#> exo1       0.3130192 0.6411175  -0.27373785   1.46406688
#> exo2      -0.7154761 1.0256757  -1.87946130   1.01978754
#> exo3       1.4696484 0.8729064   0.61461752   2.88128806
#> 
#> $SGP$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.96819428 0.5889278   0.07367084    1.6521192
#> lag1_var2  0.05109539 0.9084805  -1.07540736    1.3436381
#> lag1_var3  0.14270292 1.3902663  -1.62688921    2.0256160
#> lag1_var4  0.58071429 1.2279859  -1.05968326    2.1556182
#> const     -6.48464598 4.9057331 -12.06930615    1.2305389
#> exo1       0.42869064 0.3975718  -0.11027091    0.8636378
#> exo2      -0.33353157 0.3617938  -0.77895771    0.1677113
#> exo3       1.89658320 0.4884449   1.35313288    2.6436818
#> 
#> 
#> 
#> $SLB
#> $SLB$Sigma
#> $SLB$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002904368 0.002324257 0.001496839  0.006662582
#> 
#> $SLB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005034416 0.001633350 -0.007610357 -0.003145685
#> Sigma[2,2]  0.041290468 0.009818798  0.028714961  0.054247864
#> 
#> $SLB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001994055 0.005200098 -0.005783335  0.006251312
#> Sigma[3,2] -0.012789313 0.006926228 -0.022343123 -0.004214976
#> Sigma[3,3]  0.031503286 0.007533202  0.023736120  0.042584719
#> 
#> $SLB$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.006410046 0.004301190 -0.01002611 0.0002672754
#> Sigma[4,2]  0.022421142 0.005466865  0.01426915 0.0284792358
#> Sigma[4,3]  0.021486477 0.008249830  0.01135371 0.0334196231
#> Sigma[4,4]  0.041593014 0.006742130  0.03381404 0.0507725062
#> 
#> 
#> $SLB$A
#> $SLB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.904231548 0.04301946  0.83705407   0.93564504
#> lag1_var2 -0.047293283 0.11573500 -0.16075721   0.12645643
#> lag1_var3 -0.012812868 0.14156768 -0.15521633   0.18037614
#> lag1_var4  0.020327619 0.14271657 -0.18081190   0.16931481
#> const      1.439909472 0.81169192  0.73448802   2.84412441
#> exo1       0.019910898 0.04978002 -0.02597049   0.10549851
#> exo2      -0.074476172 0.07016796 -0.17329290   0.02687675
#> exo3      -0.000108405 0.09681833 -0.11527780   0.15980592
#> 
#> $SLB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06865342 0.2170821  -0.1896541   0.38783974
#> lag1_var2  0.80326506 0.9428049  -0.6746605   1.67565872
#> lag1_var3 -0.08992500 1.2165594  -2.0125736   1.01682591
#> lag1_var4  0.04049004 1.1975986  -1.0497706   1.92600278
#> const      2.90552618 3.3103496  -1.6562110   7.37928560
#> exo1       0.16750290 0.2194157  -0.1333451   0.47223903
#> exo2       0.12803770 0.2081002  -0.1523604   0.41751688
#> exo3      -0.12993203 0.1785901  -0.4058834   0.08221988
#> 
#> $SLB$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.300256731 0.1035724  0.16693562  0.440593915
#> lag1_var2 -0.004916565 0.4979644 -0.76009759  0.519767775
#> lag1_var3  0.712826886 0.6328240 -0.23580926  1.412810204
#> lag1_var4  0.242934417 0.6263975 -0.46234530  1.184961110
#> const     -2.827403068 2.5836436 -6.93681466 -0.092473036
#> exo1      -0.212136881 0.1664418 -0.46912375 -0.004901813
#> exo2      -0.834683964 0.1770791 -1.04603875 -0.587364510
#> exo3       0.411023926 0.2067961  0.09985412  0.578447560
#> 
#> $SLB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.35946571 0.1767144  0.17065548    0.6492788
#> lag1_var2  0.22137081 0.7503717 -0.96650618    1.1282918
#> lag1_var3  0.10417846 0.9224855 -1.34450281    1.2213358
#> lag1_var4  0.81583380 0.9178926 -0.30624105    2.2227450
#> const     -0.90257847 3.9888326 -7.23476110    2.4225929
#> exo1      -0.07071266 0.1911401 -0.38752742    0.1523636
#> exo2      -0.73189961 0.1260245 -0.88533121   -0.5504097
#> exo3       0.30623009 0.2443727 -0.04966874    0.5936072
#> 
#> 
#> 
#> $SLE
#> $SLE$Sigma
#> $SLE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008362947 0.001269464 0.006485001   0.01000763
#> 
#> $SLE$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004302028 0.004404111 -0.01091745 0.0001484202
#> Sigma[2,2]  0.037157136 0.007693125  0.02795586 0.0476470134
#> 
#> $SLE$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.005944577 0.007994746 -0.01797986  0.002364414
#> Sigma[3,2] -0.068458438 0.014093039 -0.08697422 -0.047975796
#> Sigma[3,3]  0.266415139 0.049130315  0.18525702  0.320741531
#> 
#> $SLE$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.009093125 0.006897705 -0.01995610 -0.003454564
#> Sigma[4,2] -0.048408173 0.013131367 -0.06376963 -0.027610463
#> Sigma[4,3]  0.233848890 0.044469445  0.16026189  0.282823737
#> Sigma[4,4]  0.212347321 0.039502258  0.14855142  0.255928518
#> 
#> 
#> $SLE$A
#> $SLE$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.974159909 0.06746492  0.89313709   1.07629357
#> lag1_var2 -0.025528719 0.17266998 -0.23043487   0.23314522
#> lag1_var3 -0.002704683 0.23840867 -0.27427059   0.32415302
#> lag1_var4 -0.001176842 0.23326065 -0.32374119   0.26552414
#> const      0.933039448 1.78573004 -2.13118572   2.51182165
#> exo1       0.075374947 0.08161671 -0.05123528   0.17076922
#> exo2      -0.114823377 0.04671133 -0.18133623  -0.05624713
#> exo3      -0.010266856 0.08452995 -0.13932369   0.09762839
#> 
#> $SLE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.26977159 0.1609178  0.04190065  0.477109591
#> lag1_var2 -0.42285495 0.3076554 -0.79341659 -0.007656798
#> lag1_var3 -2.18850549 0.5528834 -2.87250764 -1.416047855
#> lag1_var4  2.15323134 0.5396936  1.40187060  2.819924842
#> const     -3.54759711 3.8981677 -8.97685459  1.286888877
#> exo1       0.02125206 0.1333223 -0.16510360  0.187565115
#> exo2       0.45185376 0.1528392  0.27467082  0.680241180
#> exo3       0.12464540 0.2116287 -0.20918328  0.356735235
#> 
#> $SLE$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.5971778  0.3858247 -1.12961293  -0.03041275
#> lag1_var2  1.5086750  1.4070444 -0.31868735   3.49472786
#> lag1_var3  3.9531879  2.4645018  0.70649085   7.47976332
#> lag1_var4 -2.8702197  2.3894063 -6.25151000   0.30220109
#> const      9.1241192 10.9305547 -6.98585534  22.91251299
#> exo1      -0.6680797  0.2829095 -0.98786869  -0.23827958
#> exo2      -0.4388505  0.4369266 -0.99933757   0.08359545
#> exo3       0.8572097  0.7614722 -0.06300494   2.09086732
#> 
#> $SLE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4661363 0.3246688  -0.9006605  -0.01522516
#> lag1_var2  0.9339078 1.3875000  -0.7549515   3.04159582
#> lag1_var3  2.1490285 2.4198856  -0.8371493   5.87725002
#> lag1_var4 -1.0694258 2.3446469  -4.6519656   1.85023796
#> const      6.7155116 9.3540536  -7.0148750  18.32811773
#> exo1      -0.6757181 0.2477395  -0.9354589  -0.28831098
#> exo2      -0.1956864 0.3916143  -0.7348418   0.26215442
#> exo3       0.9577119 0.6679669   0.1226377   2.03628698
#> 
#> 
#> 
#> $SLV
#> $SLV$Sigma
#> $SLV$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0002565112 6.956659e-05 0.000184176 0.0003666426
#> 
#> $SLV$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002524563 0.002190398 -0.005649111 0.0006022459
#> Sigma[2,2]  0.582428020 0.097315680  0.453544161 0.7134081378
#> 
#> $SLV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006416948 0.002616036  0.003711622   0.01044415
#> Sigma[3,2] -0.274948535 0.125114306 -0.461302743  -0.11018387
#> Sigma[3,3]  0.766676913 0.241541693  0.487863198   1.13413970
#> 
#> $SLV$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.005223189 0.002024762  0.002831592  0.008292014
#> Sigma[4,2] 0.086565128 0.127934562 -0.099432226  0.243075867
#> Sigma[4,3] 0.635399160 0.214304960  0.341008463  0.929287917
#> Sigma[4,4] 0.731211075 0.203751578  0.432744492  0.994279123
#> 
#> 
#> $SLV$A
#> $SLV$A$equation1
#>                   mean          sd   5% quantile 95% quantile
#> lag1_var1  0.970984602 0.017446453  0.9469749684   0.99083976
#> lag1_var2 -0.069672693 0.059163892 -0.1342003269   0.02729088
#> lag1_var3 -0.115889996 0.095430530 -0.2207317428   0.04019780
#> lag1_var4  0.104865942 0.093442577 -0.0480479062   0.20693301
#> const      1.374107637 0.300235249  1.0400284809   1.76125814
#> exo1       0.008078933 0.007773762 -0.0003871307   0.01934810
#> exo2      -0.097949556 0.018919734 -0.1230564862  -0.07158005
#> exo3       0.068307122 0.020644197  0.0361672947   0.08934016
#> 
#> $SLV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.5016006 0.7012667  -2.2827013   -0.5218189
#> lag1_var2  2.6046517 2.0460162  -0.6309997    5.2291946
#> lag1_var3  3.2862398 3.4285885  -2.0858689    7.6526521
#> lag1_var4 -2.8503891 3.2183376  -6.9147180    2.2526882
#> const     11.4457287 8.3010490   1.0890126   25.1106825
#> exo1      -0.1818772 0.6009533  -0.9249639    0.6559826
#> exo2       0.6822008 1.1580023  -1.1887654    1.6761857
#> exo3       0.1584380 0.7965873  -0.9282489    1.3586333
#> 
#> $SLV$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.6456384  0.7117910   0.8537647     2.633356
#> lag1_var2 -0.3425406  2.6503265  -4.2232377     3.016217
#> lag1_var3 -0.2857841  4.3680488  -6.7737500     5.141900
#> lag1_var4  0.7182601  4.1954412  -4.4931458     6.950246
#> const     -7.1607232 11.6125500 -24.3894815     8.942338
#> exo1       0.2915845  0.6232298  -0.3449692     1.258708
#> exo2      -3.9242861  0.7413737  -4.6930240    -2.666834
#> exo3       0.6853550  1.1119103  -1.0305857     2.033539
#> 
#> $SLV$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.7504451  1.0105191  -0.3944172     2.260156
#> lag1_var2  0.9467493  3.6544758  -4.7088418     5.076527
#> lag1_var3  1.2025683  6.1185544  -8.3495232     7.964589
#> lag1_var4 -0.5057525  5.8082295  -6.8922036     8.564469
#> const     -0.6743249 12.1188583 -13.8426307    20.325741
#> exo1       0.1927203  0.5817215  -0.4405030     1.106885
#> exo2      -3.7044119  0.4572186  -4.3903308    -3.163662
#> exo3       0.8081206  1.0504731  -0.6506573     2.122666
#> 
#> 
#> 
#> $SOM
#> $SOM$Sigma
#> $SOM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002826877 0.000582098 0.002194441  0.003589957
#> 
#> $SOM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00821016 0.00225611 -0.01087906 -0.004591844
#> Sigma[2,2]  0.05222438 0.01496439  0.03347241  0.075266043
#> 
#> $SOM$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.002999952 0.001294555  0.00112063  0.004625451
#> Sigma[3,2] -0.027300947 0.007993788 -0.04027141 -0.018882859
#> Sigma[3,3]  0.019865455 0.004009049  0.01702722  0.027169443
#> 
#> $SOM$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0002968768 0.001076458 -0.001060805  0.001730789
#> Sigma[4,2] -0.0154718756 0.005372716 -0.025106009 -0.011133914
#> Sigma[4,3]  0.0154703859 0.002841515  0.012298607  0.020396298
#> Sigma[4,4]  0.0151539885 0.002354696  0.011740304  0.018057659
#> 
#> 
#> $SOM$A
#> $SOM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.003174232 0.01879986   0.9794390   1.02818890
#> lag1_var2 -0.149510092 0.04321431  -0.2091870  -0.08372926
#> lag1_var3 -0.304449919 0.11974285  -0.4786622  -0.14581370
#> lag1_var4  0.303490279 0.10483864   0.1586058   0.45863955
#> const      0.880314269 0.80412658  -0.3405951   1.60413062
#> exo1      -0.009507496 0.06691128  -0.1022614   0.06673540
#> exo2      -0.063654158 0.06482597  -0.1326043   0.04650165
#> exo3       0.015137827 0.05005139  -0.0450348   0.09505871
#> 
#> $SOM$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.03460671 0.08404948  -0.1611945   0.05959347
#> lag1_var2  0.40360479 0.18962205   0.1510607   0.67839727
#> lag1_var3 -0.87525207 0.41967857  -1.4072079  -0.25149910
#> lag1_var4  0.99322097 0.37655671   0.4505999   1.48907810
#> const      2.31527641 2.56127445  -0.2872705   6.45864915
#> exo1      -0.07647205 0.27362253  -0.4304293   0.26220100
#> exo2       0.57214582 0.22141971   0.2451523   0.81448298
#> exo3       0.49649082 0.26877974   0.1350166   0.85740824
#> 
#> $SOM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02430821 0.05470373 -0.03548867  0.109348313
#> lag1_var2  0.53376134 0.09337774  0.39719164  0.632758470
#> lag1_var3  2.10824278 0.25258289  1.80962516  2.470165086
#> lag1_var4 -1.20617700 0.21224927 -1.51770916 -0.955103068
#> const     -0.11364293 1.07657286 -1.55242094  1.531369555
#> exo1       0.09191450 0.13795576 -0.08504536  0.271034139
#> exo2      -0.50451725 0.10981097 -0.63846511 -0.332685376
#> exo3      -0.21640860 0.18321373 -0.48347444  0.007596567
#> 
#> $SOM$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.01308528 0.04747897 -0.05038900   0.08342662
#> lag1_var2  0.67209646 0.04693035  0.61599237   0.73659816
#> lag1_var3  1.77078262 0.21247422  1.49172295   2.09251025
#> lag1_var4 -0.81465049 0.16479736 -1.06197640  -0.60203574
#> const     -0.06888370 1.12259587 -1.28261399   1.85620586
#> exo1       0.11581871 0.10339360 -0.01808474   0.25363713
#> exo2      -0.38838459 0.09095098 -0.49182608  -0.25501140
#> exo3      -0.09973542 0.14912553 -0.31338945   0.10771364
#> 
#> 
#> 
#> $SRB
#> $SRB$Sigma
#> $SRB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001285248 0.0002451329  0.00101677  0.001638068
#> 
#> $SRB$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009830211 0.01298586 -0.03192419 0.0008806938
#> Sigma[2,2]  2.789571175 0.74805001  1.81797512 3.8871719426
#> 
#> $SRB$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.006454346 0.009809018 -0.00127692   0.02298892
#> Sigma[3,2] -2.018004510 0.583184266 -2.88046195  -1.21762921
#> Sigma[3,3]  1.681861244 0.479273769  1.01675194   2.35177472
#> 
#> $SRB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001481938 0.003966748 -0.002910573  0.007737581
#> Sigma[4,2] -0.651516451 0.254809301 -0.983507838 -0.295004630
#> Sigma[4,3]  0.727223464 0.224189885  0.439643799  0.993297464
#> Sigma[4,4]  0.449539696 0.117297944  0.321953699  0.593088067
#> 
#> 
#> $SRB$A
#> $SRB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98953567 0.01801905  0.96685825   1.01694226
#> lag1_var2 -0.05783658 0.02270743 -0.09392485  -0.03587430
#> lag1_var3 -0.10599422 0.04276987 -0.17240774  -0.06137396
#> lag1_var4  0.09026337 0.03585565  0.05340188   0.14719440
#> const      1.14746265 0.42014318  0.57925385   1.74519716
#> exo1       0.02399216 0.03584467 -0.01020743   0.08043963
#> exo2      -0.04350056 0.04245058 -0.10089613   0.01638520
#> exo3       0.03134450 0.05040796 -0.02902702   0.11010149
#> 
#> $SRB$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.10728813  0.8156581  -2.2206089  -0.03624771
#> lag1_var2  1.92780610  1.4184520   0.1078793   3.86220567
#> lag1_var3  2.04956043  2.8916008  -1.6871583   6.12428851
#> lag1_var4 -1.98448243  2.5908438  -5.6415906   1.31484526
#> const     25.88306483 14.3628518   7.1770342  46.48643831
#> exo1      -2.35866742  1.6723713  -4.7962036  -0.44707336
#> exo2      -1.77550210  2.2330178  -4.6317838   1.34853875
#> exo3       0.02167486  1.4750221  -1.7166311   2.20684421
#> 
#> $SRB$A$equation3
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1   0.73343052  0.5219212   0.03851535     1.447367
#> lag1_var2   0.06917930  1.0526963  -1.42953073     1.532271
#> lag1_var3   1.07735089  2.1813783  -2.06581074     4.154990
#> lag1_var4  -0.02290413  1.9691683  -2.86430208     2.803116
#> const     -21.09770590 10.9269684 -38.19371404    -9.222839
#> exo1        0.87955179  1.2482567  -0.71871013     2.672234
#> exo2        0.09698481  1.5958739  -2.14209021     2.016897
#> exo3        1.89459080  1.4536121  -0.24595183     3.648615
#> 
#> $SRB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1499343 0.3295703  -0.2957102    0.5709841
#> lag1_var2  0.6894092 0.6518158  -0.2361304    1.6327339
#> lag1_var3  1.3980769 1.3304215  -0.4952644    3.3100449
#> lag1_var4 -0.2779478 1.2133012  -2.0259074    1.4382664
#> const     -9.2057764 5.2664120 -17.4993408   -4.1226400
#> exo1      -0.4641126 0.5053834  -1.1711601    0.1511622
#> exo2      -0.8575412 0.5612803  -1.7177825   -0.1843573
#> exo3       2.1858837 0.8564446   1.0079630    3.2981841
#> 
#> 
#> 
#> $SSD
#> $SSD$Sigma
#> $SSD$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005300478 0.001051283 0.003868089  0.006651433
#> 
#> $SSD$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006959837 0.003554988 -0.01201906  -0.00258044
#> Sigma[2,2]  0.053783079 0.011376203  0.04022249   0.07152225
#> 
#> $SSD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006865766 0.002804251  0.003238993   0.01093051
#> Sigma[3,2] -0.039362714 0.011974876 -0.059772937  -0.02786078
#> Sigma[3,3]  0.044651963 0.011738132  0.035304516   0.06537217
#> 
#> $SSD$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1] 0.0021239891 0.0008719355  0.0008467786  0.003279512
#> Sigma[4,2] 0.0005092877 0.0067265565 -0.0077079667  0.010292052
#> Sigma[4,3] 0.0178130627 0.0041077998  0.0124804567  0.023898108
#> Sigma[4,4] 0.0209531852 0.0051790005  0.0161723898  0.030307502
#> 
#> 
#> $SSD$A
#> $SSD$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.94271428 0.02262792  0.9118993065   0.97107831
#> lag1_var2 -0.57558109 0.15248576 -0.7828559369  -0.37242107
#> lag1_var3 -0.81693023 0.19320090 -1.0732913705  -0.56695142
#> lag1_var4  0.82512814 0.19277238  0.5744289151   1.08015500
#> const      0.33973245 0.73806247 -0.6887374597   1.35603278
#> exo1       0.06370115 0.04927056 -0.0002460537   0.13421615
#> exo2      -0.06771021 0.08487857 -0.1639695010   0.05566883
#> exo3       0.08790062 0.09154674 -0.0371991950   0.21719410
#> 
#> $SSD$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1960755 0.1068847  0.04146274    0.3237708
#> lag1_var2  1.6505240 0.4979245  0.92913672    2.2771561
#> lag1_var3  1.9677544 0.6406496  1.11009608    2.8631092
#> lag1_var4 -1.9096777 0.6320070 -2.78920766   -1.0344672
#> const      1.2473219 2.6929764 -2.82273222    4.4380218
#> exo1      -0.2005616 0.1790691 -0.36277509    0.1061017
#> exo2       1.7704001 0.1566109  1.57307080    1.9593226
#> exo3       0.9795992 0.3395772  0.60074879    1.4639992
#> 
#> $SSD$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.19856956 0.09864333 -0.32981024  -0.07339316
#> lag1_var2 -0.13056111 0.60779903 -0.92514524   0.68762314
#> lag1_var3  0.08067712 0.79152269 -1.01085684   1.14662843
#> lag1_var4  0.87766604 0.77930739 -0.18408132   1.93489626
#> const      0.76334211 2.70243277 -1.74307818   5.19298429
#> exo1       0.13219167 0.12392776 -0.01563261   0.32631130
#> exo2      -1.88254064 0.16707970 -2.06572790  -1.66002925
#> exo3      -0.38703152 0.27709079 -0.76810151  -0.03004657
#> 
#> $SSD$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.07452708 0.06968645  -0.1294988   0.03948998
#> lag1_var2  0.61865113 0.49915083  -0.1347006   1.29698533
#> lag1_var3  0.91422013 0.70959819  -0.1607557   1.88914934
#> lag1_var4  0.10527933 0.70206609  -0.8627187   1.16402243
#> const      0.96580921 1.43739608  -0.5120165   3.11205675
#> exo1      -0.01856112 0.10364404  -0.1567374   0.11312020
#> exo2      -0.66669538 0.17446940  -0.8916701  -0.41081623
#> exo3       0.38025985 0.17342261   0.1503809   0.60431557
#> 
#> 
#> 
#> $STP
#> $STP$Sigma
#> $STP$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0006542259 0.0001797903 0.000474948 0.0009655309
#> 
#> $STP$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.009014674 0.008271204 0.0003925497   0.02307212
#> Sigma[2,2] 1.234626229 0.474136344 0.7127259434   1.93254928
#> 
#> $STP$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.003439946 0.002750167 -0.008177585 -0.0007779149
#> Sigma[3,2] -0.367563069 0.133445335 -0.558731811 -0.2054605163
#> Sigma[3,3]  0.115247155 0.038264924  0.064628636  0.1675930833
#> 
#> $STP$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001562371 0.001054637 -0.003258793 -0.0005330441
#> Sigma[4,2] -0.087442324 0.032191157 -0.137906764 -0.0428228118
#> Sigma[4,3]  0.032509733 0.011116176  0.018275556  0.0510752888
#> Sigma[4,4]  0.013546476 0.005335027  0.009106332  0.0216690683
#> 
#> 
#> $STP$A
#> $STP$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.972288255 0.01715643  0.953428167  0.994846645
#> lag1_var2 -0.015728996 0.01870077 -0.041208818  0.009023091
#> lag1_var3 -0.058804047 0.07847769 -0.165379665  0.045255067
#> lag1_var4  0.034323971 0.07639558 -0.061848417  0.138059085
#> const      1.167265855 0.39825516  0.623197449  1.780290457
#> exo1       0.029899590 0.02177983  0.007736614  0.066754943
#> exo2      -0.009755146 0.02470534 -0.042568345  0.025242905
#> exo3      -0.014001383 0.01859831 -0.040131372  0.011332789
#> 
#> $STP$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.128556221  0.6344551  -2.0378466   -0.2207807
#> lag1_var2  0.316285280  0.7849670  -0.4099391    1.5833784
#> lag1_var3 -1.346422546  3.3764717  -4.9687037    3.6906683
#> lag1_var4  2.142619580  2.8847285  -2.4277333    4.9331815
#> const      6.691849159 10.3248357  -6.0293939   20.6869477
#> exo1       0.843852039  0.9370004  -0.2501522    2.2481192
#> exo2       0.575181603  0.5408304  -0.2135888    1.1396837
#> exo3      -0.004271363  0.6199654  -0.6070240    0.9803749
#> 
#> $STP$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3670539 0.1914951  0.09747398    0.6308585
#> lag1_var2  0.2022430 0.2224889 -0.15713020    0.4044699
#> lag1_var3  1.3447749 0.9697303 -0.14936357    2.3729344
#> lag1_var4 -0.6450294 0.8136322 -1.40160978    0.6288927
#> const     -1.2628142 3.0394127 -5.28336340    2.9491993
#> exo1      -0.2851781 0.3136610 -0.72478663    0.1154267
#> exo2      -0.5366911 0.1837068 -0.74668380   -0.2843191
#> exo3       0.1349101 0.1645445 -0.11258575    0.3533712
#> 
#> $STP$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.09420646 0.05114408  0.01486891   0.15926668
#> lag1_var2  0.14201609 0.06693598  0.04061512   0.21594851
#> lag1_var3  0.43344199 0.27923015  0.02975644   0.75578981
#> lag1_var4  0.47537332 0.23646872  0.21990313   0.81717611
#> const     -0.11188504 1.36978860 -1.84171027   1.87764909
#> exo1      -0.10304736 0.11366799 -0.24087777   0.07285785
#> exo2      -0.43688334 0.10434015 -0.56159800  -0.29668119
#> exo3       0.15351300 0.06023611  0.08450146   0.25162279
#> 
#> 
#> 
#> $SUR
#> $SUR$Sigma
#> $SUR$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0009230391 0.0001852208 0.000649694   0.00113244
#> 
#> $SUR$Sigma$equation2
#>                   mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.01113273 0.008303154 -0.02195306 -0.0002515504
#> Sigma[2,2]  1.19375863 0.203615918  0.93979529  1.4834133639
#> 
#> $SUR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009623759 0.006255942  0.001886314   0.01852885
#> Sigma[3,2] -0.718893555 0.119329867 -0.861265211  -0.56085567
#> Sigma[3,3]  0.521650415 0.092366586  0.406010099   0.65286650
#> 
#> $SUR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004830491 0.002723393  0.001402391  0.008931742
#> Sigma[4,2] -0.156095421 0.068265580 -0.270304707 -0.092732906
#> Sigma[4,3]  0.192663639 0.051134660  0.127889632  0.274489445
#> Sigma[4,4]  0.131207693 0.024717498  0.091850468  0.162103151
#> 
#> 
#> $SUR$A
#> $SUR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.989050141 0.02762896  0.94281923  1.017084594
#> lag1_var2 -0.104796888 0.03898471 -0.15595163 -0.052638204
#> lag1_var3 -0.205274768 0.08479814 -0.31910324 -0.091019399
#> lag1_var4  0.184401787 0.07822606  0.07869920  0.292030800
#> const      1.344171728 0.28676927  1.04833150  1.816802815
#> exo1      -0.008852727 0.03503611 -0.05050032  0.040870606
#> exo2      -0.175050038 0.02976341 -0.22322616 -0.138650539
#> exo3      -0.042095601 0.03203464 -0.09615727 -0.007530419
#> 
#> $SUR$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.3591251 1.459672  -2.3908069     1.458758
#> lag1_var2  1.8503318 2.452366  -1.0353232     5.553391
#> lag1_var3  2.6276236 5.125094  -3.4590558    10.293347
#> lag1_var4 -2.5779574 4.617976  -9.5105828     2.925925
#> const      9.7504825 9.967275  -2.6631869    25.112967
#> exo1       0.5054330 1.135073  -1.4434210     1.599806
#> exo2       1.9159763 1.111513   0.5689063     3.539876
#> exo3      -0.5374753 1.180309  -2.0903389     1.139424
#> 
#> $SUR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.8709584 1.1685715  -0.3754657    2.6730448
#> lag1_var2  -1.3048681 1.5724474  -3.7094337    0.5192088
#> lag1_var3  -2.1353210 3.3006400  -7.1172604    1.7469429
#> lag1_var4   2.9251580 2.9555095  -0.5384876    7.3973878
#> const     -10.7946061 9.9230419 -27.2400387   -0.2422860
#> exo1       -0.3044712 0.8907597  -1.3360771    1.0958760
#> exo2       -4.3842508 0.7053986  -5.5763048   -3.7560706
#> exo3        0.5360507 0.8466295  -0.7078251    1.5601108
#> 
#> $SUR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.71890068 0.5615103   0.2125485   1.61323659
#> lag1_var2 -0.77453369 0.5483790  -1.5195721  -0.10939250
#> lag1_var3 -1.62213433 1.1343731  -3.1571263  -0.26478974
#> lag1_var4  2.45458421 1.0036025   1.2241550   3.78999552
#> const     -7.45569043 6.7068573 -17.7998327  -0.05041668
#> exo1      -0.04132961 0.5305196  -0.8335495   0.52050698
#> exo2      -3.66406027 0.4141457  -4.3330945  -3.22560616
#> exo3       0.31109915 0.3892669  -0.2160791   0.81441774
#> 
#> 
#> 
#> $SVK
#> $SVK$Sigma
#> $SVK$Sigma$equation1
#>                 mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0016552 0.002366392 0.000751725  0.005159548
#> 
#> $SVK$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02473913 0.0066030 -0.03410079  -0.01686506
#> Sigma[2,2]  1.87316776 0.4602426  1.27503516   2.58147660
#> 
#> $SVK$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.004316607 0.01936219 -0.02487197    0.0152666
#> Sigma[3,2] -1.141923380 0.28278326 -1.53432079   -0.7883513
#> Sigma[3,3]  0.900846613 0.23804752  0.58787061    1.2162844
#> 
#> $SVK$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01190781 0.02513850 -0.04905928 -0.001501319
#> Sigma[4,2] -0.03128986 0.09462527 -0.13528943  0.119963620
#> Sigma[4,3]  0.25080499 0.20923346  0.12966617  0.574140973
#> Sigma[4,4]  0.26320787 0.27573738  0.12915962  0.684989661
#> 
#> 
#> $SVK$A
#> $SVK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.955770934 0.03538286  0.90240915   0.99247267
#> lag1_var2  0.027094447 0.08322127 -0.05495028   0.15687273
#> lag1_var3  0.044693129 0.14283331 -0.09631984   0.26597859
#> lag1_var4 -0.050008495 0.12946694 -0.24933761   0.07573799
#> const      1.448123578 0.43361044  0.78418695   1.90437079
#> exo1       0.006910159 0.02432081 -0.02146102   0.04582715
#> exo2      -0.038150731 0.03403897 -0.09244458  -0.00202815
#> exo3       0.015564804 0.02633769 -0.02555594   0.04206975
#> 
#> $SVK$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.8640889  1.043612  -2.9716051  -0.08477428
#> lag1_var2  4.5027051  2.766155   0.3047309   7.79859994
#> lag1_var3  6.0743818  4.651705  -1.0744989  11.63372676
#> lag1_var4 -5.6042658  4.145490 -10.5659844   0.75389522
#> const     19.6766355 26.817525 -20.1924186  56.99897392
#> exo1      -1.0220834  1.021882  -2.3285706   0.37594367
#> exo2       1.2156637  1.173127  -0.6385259   2.55426718
#> exo3       0.7701172  1.223886  -0.6280917   2.58308863
#> 
#> $SVK$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   1.4753253  0.8038033    0.163125   2.42628059
#> lag1_var2  -1.4928397  2.1501293   -3.775605   1.62449366
#> lag1_var3  -1.6477006  3.6103614   -5.484697   3.65459473
#> lag1_var4   2.2065921  3.2478682   -2.559893   5.57105570
#> const     -11.4442888 15.8245430  -33.192779   9.85686239
#> exo1        0.8961781  0.7554753   -0.178551   1.80167109
#> exo2       -1.4746728  0.9673223   -2.614585  -0.06265532
#> exo3        0.4619850  0.9944268   -1.260644   1.45195717
#> 
#> $SVK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3962158 0.3809889  0.01622566    0.9762743
#> lag1_var2  0.7899087 1.0498997 -0.78317051    1.9250769
#> lag1_var3  1.2947123 1.7751056 -1.37253302    3.1986929
#> lag1_var4 -0.4570698 1.6095015 -2.21895823    1.9246327
#> const     -0.4736037 4.5573151 -5.60419770    6.7734577
#> exo1       0.3333730 0.4670120 -0.22424348    1.0666677
#> exo2      -0.7925943 0.5511257 -1.53225899   -0.1272859
#> exo3       1.0087958 0.5071596  0.26408064    1.5212190
#> 
#> 
#> 
#> $SVN
#> $SVN$Sigma
#> $SVN$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008608261 0.000144005 0.0006973346  0.001082023
#> 
#> $SVN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01368964 0.001828719 -0.01608645  -0.01123957
#> Sigma[2,2]  0.48938802 0.056054178  0.42328405   0.56794950
#> 
#> $SVN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01287236 0.002525246  0.008946526   0.01560728
#> Sigma[3,2] -0.39717555 0.069947599 -0.509906305  -0.30849913
#> Sigma[3,3]  0.70449315 0.148320297  0.487787978   0.88267343
#> 
#> $SVN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005168839 0.002434815  0.001456987  0.007736812
#> Sigma[4,2] -0.117937877 0.077866442 -0.214061749  0.003809812
#> Sigma[4,3]  0.503321191 0.123227216  0.328514891  0.661381437
#> Sigma[4,4]  0.463305958 0.095205981  0.346718893  0.606100162
#> 
#> 
#> $SVN$A
#> $SVN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98634062 0.02237463  0.95753379   1.01789588
#> lag1_var2 -0.10200104 0.09282943 -0.23326835   0.01982866
#> lag1_var3 -0.17663299 0.16387447 -0.40938037   0.03749026
#> lag1_var4  0.16024883 0.15670470 -0.04057993   0.38825225
#> const      1.30524661 0.32564332  0.76542892   1.69547383
#> exo1       0.01597157 0.02908028 -0.01548575   0.05165356
#> exo2      -0.05925114 0.02709859 -0.08820121  -0.01630739
#> exo3       0.06186376 0.03522608  0.01306416   0.11253014
#> 
#> $SVN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.32344946 0.3689478  -0.8717853    0.1586588
#> lag1_var2 -0.39371709 1.5953326  -2.3513147    2.1855619
#> lag1_var3 -2.35641445 2.7820674  -5.6692739    2.2143251
#> lag1_var4  2.54848026 2.6199446  -1.8030925    5.6407261
#> const     -3.27625366 4.1168086  -7.8323517    2.1502390
#> exo1      -0.38507911 0.4435283  -0.9286723    0.3203024
#> exo2       0.70869687 0.8901911  -0.5759827    1.6144896
#> exo3       0.06201685 0.7282833  -1.0371320    0.7803162
#> 
#> $SVN$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.27629083  0.2994099  -0.1148026    0.5930626
#> lag1_var2  3.75354440  1.7741610   1.3270971    6.2192619
#> lag1_var3  7.66929948  3.1996821   3.3089516   12.2510105
#> lag1_var4 -6.96360840  3.0681791 -11.4144270   -2.8236110
#> const     11.41301073 11.0327402  -4.2851324   26.7566109
#> exo1       0.13417310  0.7097678  -0.8400395    1.1002020
#> exo2      -0.97835958  0.8904209  -1.8685732    0.3742630
#> exo3      -0.06523485  1.0803791  -1.4236003    1.4844518
#> 
#> $SVN$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.08755244  0.3936825  -0.5375400    0.5675530
#> lag1_var2  3.32176742  1.5270707   1.4241550    5.7320675
#> lag1_var3  5.97237603  2.7777612   2.6044534   10.3858777
#> lag1_var4 -5.15125637  2.6933981  -9.4563592   -1.9714312
#> const      9.40003617 10.4432015  -6.3504118   22.8468758
#> exo1      -0.10481916  0.6225192  -0.9015594    0.7694893
#> exo2      -0.60283275  0.6463720  -1.0848707    0.5024530
#> exo3      -0.04992426  0.9800973  -1.6838527    1.0359999
#> 
#> 
#> 
#> $SWE
#> $SWE$Sigma
#> $SWE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006159313 0.0009450224 0.0001989742  0.002035326
#> 
#> $SWE$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002233492 0.01132063 -0.008334525   0.01497612
#> Sigma[2,2]  0.757924506 0.22546957  0.486573854   1.09058403
#> 
#> $SWE$Sigma$equation3
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -3.787816e-05 0.01360613 -0.02041362  0.007055102
#> Sigma[3,2] -5.961323e-01 0.24976228 -0.98197129 -0.369858350
#> Sigma[3,3]  5.734780e-01 0.28323290  0.38088390  1.023317540
#> 
#> $SWE$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.001402138 0.006688436 -0.01129791  0.002242736
#> Sigma[4,2] -0.125746023 0.126055568 -0.31992560 -0.044669457
#> Sigma[4,3]  0.210242397 0.139064210  0.11342252  0.423008399
#> Sigma[4,4]  0.139580259 0.065533385  0.08327264  0.243162839
#> 
#> 
#> $SWE$A
#> $SWE$A$equation1
#>                  mean         sd 5% quantile  95% quantile
#> lag1_var1  0.99403171 0.01424231  0.97849686  1.0156352605
#> lag1_var2 -0.07237037 0.05411283 -0.14532777  0.0033005647
#> lag1_var3 -0.12291142 0.09139235 -0.24326355  0.0073610788
#> lag1_var4  0.10592850 0.08564613 -0.01582201  0.2206712905
#> const      1.21685356 0.35917961  0.67350131  1.6861456971
#> exo1      -0.01507041 0.01091077 -0.02992752 -0.0009600895
#> exo2      -0.03383496 0.02490724 -0.07557768 -0.0069230547
#> exo3       0.03834863 0.02041055  0.01802667  0.0705055881
#> 
#> $SWE$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.24706003  0.6153698  -2.0631346   -0.3253902
#> lag1_var2  0.35223922  1.3126362  -1.4352143    2.1473111
#> lag1_var3 -0.46905275  2.0256134  -3.2992240    2.1662369
#> lag1_var4  0.93231432  1.8193559  -1.4061079    3.4746588
#> const      6.63010546 13.7861222 -10.1699805   27.7589716
#> exo1      -0.03695851  0.6941763  -0.7208295    1.1241525
#> exo2       0.77329651  0.7902093  -0.5502822    1.7423738
#> exo3       0.03545511  0.3142627  -0.3947660    0.3902959
#> 
#> $SWE$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.95347983  0.4868912   1.2179676    2.5536220
#> lag1_var2 -0.78540502  0.8996547  -2.2984079    0.1276170
#> lag1_var3 -0.65659891  1.4173366  -2.9365473    0.7859688
#> lag1_var4  0.95382159  1.3112946  -0.4171840    3.1636747
#> const     -9.69921785 13.4896333 -29.1933983    7.9798513
#> exo1       0.23373994  0.6200059  -0.6802588    1.0090521
#> exo2      -0.72934725  0.6056767  -1.5481590    0.1709009
#> exo3      -0.08960487  0.4257626  -0.7783220    0.3728007
#> 
#> $SWE$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  1.23036927 0.2362835   0.83110633    1.4638469
#> lag1_var2 -1.10458571 0.5474316  -1.64321049   -0.3072563
#> lag1_var3 -1.80805905 0.9078622  -2.67962316   -0.4845124
#> lag1_var4  2.39167136 0.8727179   1.14579065    3.2451057
#> const     -6.82819719 5.6353752 -13.55139907    1.0184735
#> exo1       0.21515958 0.2552104  -0.01644654    0.6364700
#> exo2      -0.25049951 0.3004369  -0.67635643    0.1665713
#> exo3      -0.05861953 0.3377639  -0.56498827    0.3042623
#> 
#> 
#> 
#> $SWZ
#> $SWZ$Sigma
#> $SWZ$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003849429 0.0001756027 0.0002598056 0.0007086485
#> 
#> $SWZ$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0113322 0.009376284 -0.02637066 -0.001104398
#> Sigma[2,2]  1.9835622 0.221381901  1.69938606  2.301868698
#> 
#> $SWZ$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.005715732 0.004724305  0.0005229537   0.01307631
#> Sigma[3,2] -1.069723887 0.112555445 -1.2298125343  -0.91494791
#> Sigma[3,3]  0.593531728 0.065569342  0.5082969151   0.68463795
#> 
#> $SWZ$Sigma$equation4
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[4,1]  9.432801e-05 0.0007823915 -0.0009714143  0.0009910017
#> Sigma[4,2] -9.649407e-02 0.0468751019 -0.1678591791 -0.0346649094
#> Sigma[4,3]  7.363926e-02 0.0263375380  0.0421644430  0.1176322071
#> Sigma[4,4]  3.335688e-02 0.0096819229  0.0204499138  0.0476932260
#> 
#> 
#> $SWZ$A
#> $SWZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94250093 0.03091814  0.90114781  0.980610409
#> lag1_var2  0.01052859 0.03605224 -0.03468310  0.063668429
#> lag1_var3  0.01487110 0.06987906 -0.07343887  0.116577807
#> lag1_var4 -0.01734650 0.06054725 -0.10384820  0.058351469
#> const      1.34479958 0.24185017  1.06018104  1.670103770
#> exo1      -0.03226033 0.01989661 -0.05624772 -0.007823729
#> exo2      -0.04555037 0.01470269 -0.06561899 -0.025721739
#> exo3       0.04372864 0.01203107  0.02713439  0.058291964
#> 
#> $SWZ$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  3.1419189  1.318717   0.9150270    4.2597572
#> lag1_var2 -2.5333951  1.399248  -4.2991674   -0.5691448
#> lag1_var3 -6.5822786  2.656154 -10.0209192   -2.8287904
#> lag1_var4  5.4197505  2.209205   2.2384981    8.2391693
#> const     -5.0973947 14.677844 -24.1294181   15.0613340
#> exo1       0.4142766  1.165089  -1.2520208    1.7560690
#> exo2       4.9153712  1.372156   3.0086511    6.8082319
#> exo3       2.4841728  1.593266   0.6028329    4.8810307
#> 
#> $SWZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.0147564 0.6518984   -2.624018   -0.8822256
#> lag1_var2  2.2890487 0.6798185    1.287207    3.1241394
#> lag1_var3  5.2446193 1.3016225    3.329943    6.8897041
#> lag1_var4 -3.5324137 1.0780106   -4.876598   -1.9096955
#> const      4.6959085 9.1138049   -5.674477   18.3106352
#> exo1      -0.3315283 0.6632678   -1.165931    0.5581732
#> exo2      -3.0858564 0.8345238   -4.193727   -1.9452871
#> exo3      -1.5003348 0.8247120   -2.721554   -0.5864362
#> 
#> $SWZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6671027 0.1640692  -0.8795421   -0.4272544
#> lag1_var2  0.8292392 0.1767229   0.5595047    1.0604759
#> lag1_var3  1.5222326 0.3477153   1.0004418    1.9929332
#> lag1_var4 -0.3009544 0.3075099  -0.7156973    0.1596294
#> const      2.0320771 3.5462134  -0.5589712    7.9248249
#> exo1      -0.1648665 0.1532142  -0.3902158    0.0350148
#> exo2      -0.9134398 0.3064554  -1.4003482   -0.5084173
#> exo3      -0.4153603 0.1264695  -0.6213604   -0.2671599
#> 
#> 
#> 
#> $SYR
#> $SYR$Sigma
#> $SYR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006739241 0.002913396 0.003850313   0.01155526
#> 
#> $SYR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07704647 0.02877151  -0.1170459  -0.04427276
#> Sigma[2,2]  1.57591582 0.40079231   1.1241712   2.21111828
#> 
#> $SYR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.06360759 0.02386329  0.03776285   0.09965057
#> Sigma[3,2] -1.14864779 0.33620911 -1.67774336  -0.76604650
#> Sigma[3,3]  1.11985494 0.27218336  0.76632668   1.49953569
#> 
#> $SYR$Sigma$equation4
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0358221 0.01478133  0.02195932   0.05934363
#> Sigma[4,2] -0.5344084 0.21168236 -0.84574087  -0.29571235
#> Sigma[4,3]  0.7146603 0.16029233  0.49899010   0.92328168
#> Sigma[4,4]  0.5577282 0.10295793  0.41526280   0.68910441
#> 
#> 
#> $SYR$A
#> $SYR$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.909254417 0.04347241  0.852222500   0.96213985
#> lag1_var2  0.005436088 0.05518998 -0.058318192   0.08542251
#> lag1_var3  0.026285327 0.12700141 -0.103863293   0.21871682
#> lag1_var4 -0.017911592 0.11415279 -0.191641798   0.10041342
#> const      1.850935515 0.94767599  0.753644498   3.25363154
#> exo1       0.049058638 0.05282296 -0.004398823   0.13384806
#> exo2       0.037249894 0.09124534 -0.106239304   0.11384839
#> exo3       0.032435671 0.06711972 -0.061573161   0.11011936
#> 
#> $SYR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3710733  0.5974223  -0.4610326     1.178535
#> lag1_var2  0.2354576  0.7313460  -0.6209474     1.482097
#> lag1_var3 -1.0964468  1.6561445  -2.8946758     1.720765
#> lag1_var4  0.8821785  1.4828650  -1.6116538     2.462804
#> const      3.8092600 16.0820953 -14.2843407    30.243936
#> exo1       1.1342312  0.9058518  -0.3461620     2.167643
#> exo2       1.9625134  1.9310649  -0.3253465     4.752361
#> exo3       0.4941977  0.9132159  -0.8619002     1.558637
#> 
#> $SYR$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.6911207  0.5615588  -1.4940030    0.1190908
#> lag1_var2  1.2710802  0.6340388   0.3962825    2.0816850
#> lag1_var3  3.6352249  1.4181647   1.5827818    5.4059720
#> lag1_var4 -2.3245983  1.2616634  -3.8943278   -0.4801745
#> const      0.7900080 13.5160435 -19.6042896   17.6441609
#> exo1      -0.5338896  0.8592907  -1.6878962    0.7068603
#> exo2      -2.1868536  1.2122411  -3.9006955   -0.4575302
#> exo3      -0.1750571  0.5237666  -0.7304946    0.6636236
#> 
#> $SYR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.61186165 0.3936487  -1.1460682  -0.09044357
#> lag1_var2  1.17002207 0.4142401   0.6149745   1.75838778
#> lag1_var3  2.67932555 0.9744130   1.2695414   3.96758546
#> lag1_var4 -1.40425104 0.8778511  -2.5421095  -0.12870412
#> const      1.73048646 8.5545000  -8.9370115  12.60464565
#> exo1      -0.01621596 0.6932245  -1.1204105   0.87755540
#> exo2      -1.66650398 0.5875036  -2.3596796  -0.76331926
#> exo3       0.01732960 0.2833638  -0.3778426   0.39361621
#> 
#> 
#> 
#> $TCD
#> $TCD$Sigma
#> $TCD$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004334123 0.0007963454 0.003437228  0.005606732
#> 
#> $TCD$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001466762 0.000706238 -0.002596771 -0.0006125749
#> Sigma[2,2]  0.005409981 0.002095290  0.002772098  0.0084977944
#> 
#> $TCD$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.002942008 0.001768921 -0.004662359  3.862119e-06
#> Sigma[3,2] -0.011249265 0.004868256 -0.018489124 -5.433026e-03
#> Sigma[3,3]  0.057783280 0.014721994  0.038011920  7.891060e-02
#> 
#> $TCD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003894779 0.001465954 -0.005445821 -0.001422436
#> Sigma[4,2] -0.008059815 0.003959579 -0.014395043 -0.003477228
#> Sigma[4,3]  0.051453417 0.012506259  0.034099932  0.068666969
#> Sigma[4,4]  0.047037091 0.010769648  0.031586907  0.060854336
#> 
#> 
#> $TCD$A
#> $TCD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96934618 0.02684786  0.93497963   1.00561312
#> lag1_var2 -0.21899020 0.22163603 -0.53066451   0.06530825
#> lag1_var3 -0.33092014 0.31837647 -0.74787611   0.09053976
#> lag1_var4  0.32569712 0.31710432 -0.09309044   0.74018208
#> const      1.08764884 0.59605061  0.16993882   1.80886025
#> exo1      -0.01918656 0.03568143 -0.07795679   0.01499610
#> exo2      -0.05496936 0.06939098 -0.16003172   0.01930307
#> exo3      -0.03202874 0.04602506 -0.07929437   0.03762487
#> 
#> $TCD$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.06164876 0.04227752  0.006597541   0.11721052
#> lag1_var2  0.22053328 0.27067638 -0.197748655   0.56755862
#> lag1_var3 -0.41825290 0.37747479 -1.002874475   0.01650166
#> lag1_var4  0.41015747 0.37655032 -0.030283805   0.99024730
#> const     -0.41749934 1.39909632 -2.383648872   1.48254494
#> exo1       0.02776270 0.06128099 -0.058580550   0.09724000
#> exo2       0.62305019 0.08865101  0.493226401   0.74464220
#> exo3       0.23888388 0.09863038  0.087473637   0.35786218
#> 
#> $TCD$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.29753131 0.1566542  -0.5538041   -0.1082281
#> lag1_var2  2.70073606 0.9705326   1.1870411    3.8355368
#> lag1_var3  4.29970130 1.4029274   1.9992823    5.8438305
#> lag1_var4 -3.30476738 1.3890844  -4.8517606   -1.0326950
#> const      6.14968179 4.7493932   1.7570360   13.9965309
#> exo1       0.04381474 0.1404069  -0.1822133    0.1924980
#> exo2      -0.66343405 0.3171806  -1.1459409   -0.3488265
#> exo3      -0.19847689 0.2297321  -0.5393295    0.1286443
#> 
#> $TCD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.24946930 0.1437908  -0.4807074 -0.063237908
#> lag1_var2  2.49123486 0.8998170   1.1021280  3.519366241
#> lag1_var3  3.45323225 1.3347732   1.3079310  4.815377787
#> lag1_var4 -2.45837886 1.3223288  -3.8237485 -0.336936827
#> const      5.33707256 4.2147838   1.0629733 12.343791144
#> exo1       0.06232181 0.1369212  -0.1452877  0.213928041
#> exo2      -0.29471530 0.2875495  -0.7257511  0.008465427
#> exo3      -0.05908501 0.1929654  -0.3756977  0.176635452
#> 
#> 
#> 
#> $TGO
#> $TGO$Sigma
#> $TGO$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002607954 0.0005425717 0.001896436  0.003234978
#> 
#> $TGO$Sigma$equation2
#>                   mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.00440592 0.002882796 -0.007827655 -0.0004467796
#> Sigma[2,2]  0.11055598 0.024136946  0.079588919  0.1478963722
#> 
#> $TGO$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002507499 0.00180605  0.0005103244  0.004895648
#> Sigma[3,2] -0.067754239 0.01558288 -0.0919197991 -0.046709959
#> Sigma[3,3]  0.044583133 0.01043512  0.0300870386  0.060434262
#> 
#> $TGO$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -9.744905e-05 0.0005601231 -0.0009485737 0.0006727001
#> Sigma[4,2] -3.738746e-03 0.0029748407 -0.0069458831 0.0007519763
#> Sigma[4,3]  5.470409e-03 0.0018446999  0.0025793801 0.0076807526
#> Sigma[4,4]  3.444299e-03 0.0006939616  0.0025611614 0.0044506903
#> 
#> 
#> $TGO$A
#> $TGO$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.975353849 0.02781211  0.93791266   1.00690446
#> lag1_var2 -0.082072512 0.14887525 -0.31968579   0.09762094
#> lag1_var3 -0.114363192 0.26220341 -0.53580274   0.20401872
#> lag1_var4  0.100562697 0.25959099 -0.20930593   0.51540267
#> const      1.435339948 0.81539339  0.34714426   2.58560837
#> exo1      -0.003010734 0.05545640 -0.05633288   0.08830915
#> exo2      -0.044289097 0.05906987 -0.09445154   0.04242105
#> exo3       0.045523778 0.04154800 -0.01081941   0.10459686
#> 
#> $TGO$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.36819535 0.1390518 -0.58501765   -0.2109684
#> lag1_var2  0.83990045 1.0526831 -0.55950574    2.2603875
#> lag1_var3  0.12505138 1.6518739 -2.12528598    2.2624608
#> lag1_var4  0.01431093 1.6922169 -2.21053958    2.2611659
#> const      0.74223025 3.7759817 -4.53760117    5.8590635
#> exo1      -0.21428857 0.3428260 -0.75123340    0.1685862
#> exo2       0.11692844 0.3032338 -0.29073492    0.5251707
#> exo3       0.22059343 0.2420166 -0.07596178    0.5885086
#> 
#> $TGO$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.24917173 0.09594885   0.1579056    0.4049438
#> lag1_var2  0.52758671 0.72521438  -0.4586904    1.4649150
#> lag1_var3  1.67224619 1.12708251   0.1747837    3.2248393
#> lag1_var4 -0.78888453 1.15386653  -2.3186509    0.7599493
#> const      0.84346311 2.20823402  -2.0658732    3.9463953
#> exo1       0.09870587 0.19574547  -0.1574845    0.3779958
#> exo2      -0.57751611 0.19452681  -0.8369769   -0.3192676
#> exo3       0.06846343 0.16323687  -0.1623134    0.2976176
#> 
#> $TGO$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.03473523 0.03946141 -0.01676209   0.08868812
#> lag1_var2  0.66386787 0.21524042  0.42625409   0.98518466
#> lag1_var3  1.13958398 0.35671230  0.75418202   1.68050794
#> lag1_var4 -0.16405208 0.36204446 -0.70942452   0.23239170
#> const      0.63609169 1.02350009 -0.78705144   2.02621206
#> exo1      -0.02846769 0.07988301 -0.12964329   0.08709694
#> exo2      -0.52302905 0.03551322 -0.58082563  -0.48610712
#> exo3       0.20405018 0.05983781  0.11478763   0.27078746
#> 
#> 
#> 
#> $THA
#> $THA$Sigma
#> $THA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009216737 0.0002022294 0.0007309448  0.001229075
#> 
#> $THA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01125034 0.003468559 -0.01650953  -0.00811743
#> Sigma[2,2]  0.27596907 0.068801913  0.21248128   0.37515747
#> 
#> $THA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009623045 0.003951094  0.004967249   0.01584495
#> Sigma[3,2] -0.241424844 0.096474896 -0.381370423  -0.14668438
#> Sigma[3,3]  0.650004493 0.170449037  0.447941057   0.91356398
#> 
#> $THA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001304333 0.002447602 -0.002232467  0.004764309
#> Sigma[4,2] -0.037573993 0.057729367 -0.125637928  0.038581876
#> Sigma[4,3]  0.474431248 0.126210623  0.330208459  0.688002573
#> Sigma[4,4]  0.449515009 0.109902313  0.333617123  0.627103268
#> 
#> 
#> $THA$A
#> $THA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.965164352 0.01592101  0.94799379  0.987098377
#> lag1_var2 -0.067195068 0.11689993 -0.19632147  0.133455101
#> lag1_var3 -0.107296468 0.15998437 -0.27674578  0.167523431
#> lag1_var4  0.102270732 0.15918619 -0.17221311  0.270200600
#> const      1.304060905 0.42886439  0.72039464  1.783623527
#> exo1       0.005571021 0.01892247 -0.02283658  0.025708315
#> exo2      -0.095349034 0.03953089 -0.13304756 -0.032879225
#> exo3      -0.034780382 0.01999121 -0.06163929 -0.006099256
#> 
#> $THA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3083812 0.3482984 -0.82853683    0.0640574
#> lag1_var2  1.5353320 1.5006869 -0.05240038    3.7588887
#> lag1_var3  1.3832450 2.1001945 -0.76746486    4.5675790
#> lag1_var4 -1.3257526 2.0921372 -4.50278382    0.7938751
#> const      4.5412426 9.6108457 -5.02857218   17.2233285
#> exo1      -0.3497963 0.4943647 -0.95138319    0.3679272
#> exo2       0.5151904 0.7638423 -0.63513386    1.4724247
#> exo3       0.4713735 0.2098497  0.19495209    0.7839173
#> 
#> $THA$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.19949291  0.3443177  -0.6957263    0.2444323
#> lag1_var2  2.87054988  3.5481621  -1.7475921    7.1180986
#> lag1_var3  4.44220892  4.9138781  -2.0312352   10.2724858
#> lag1_var4 -3.49377056  4.8877166  -9.3239563    2.9554920
#> const      8.27843491 11.6195685  -8.0479682   24.3286341
#> exo1       0.44593929  0.7314116  -0.5914840    1.4263320
#> exo2      -0.06933064  0.8978356  -1.3276905    1.1507474
#> exo3      -0.40162451  0.7637598  -1.4380567    0.5847798
#> 
#> $THA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.42207820 0.2692112  -0.7695254   -0.0950954
#> lag1_var2  3.64779576 2.8061599   0.2614087    7.6422834
#> lag1_var3  4.98816863 3.7976449   0.3675387   10.3660352
#> lag1_var4 -3.99224466 3.7879814  -9.4057721    0.6280741
#> const     11.13186622 9.9145354  -2.0295372   22.7309592
#> exo1       0.18264135 0.5902053  -0.4332088    0.9417437
#> exo2       0.28965154 0.6255969  -0.5289361    1.1535042
#> exo3      -0.06891051 0.7085278  -1.0071288    0.9481214
#> 
#> 
#> 
#> $TJK
#> $TJK$Sigma
#> $TJK$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00454151 0.001010136 0.003240295  0.006082141
#> 
#> $TJK$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.008804579 0.006725264 -0.01995163 -0.0009674667
#> Sigma[2,2]  0.262193261 0.119395738  0.18089272  0.4836244269
#> 
#> $TJK$Sigma$equation3
#>                    mean        sd 5% quantile 95% quantile
#> Sigma[3,1] -0.001265615 0.0205899 -0.01679891   0.03118467
#> Sigma[3,2] -0.323226073 0.4242666 -1.12812283  -0.05861302
#> Sigma[3,3]  1.069640470 1.3869906  0.28105235   3.69869703
#> 
#> $TJK$Sigma$equation4
#>                    mean        sd 5% quantile 95% quantile
#> Sigma[4,1] -0.005241065 0.0185378 -0.01883293   0.02530108
#> Sigma[4,2] -0.208933616 0.3828131 -0.93490499   0.02707812
#> Sigma[4,3]  0.956240511 1.2354327  0.26486772   3.30213184
#> Sigma[4,4]  0.894591101 1.0984910  0.28997099   2.98328219
#> 
#> 
#> $TJK$A
#> $TJK$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98892835 0.02815239  0.957181485   1.03424488
#> lag1_var2 -0.18656451 0.07856255 -0.286162061  -0.07350972
#> lag1_var3 -0.49175891 0.16266233 -0.703260729  -0.26442461
#> lag1_var4  0.46956548 0.15366207  0.253487889   0.66911349
#> const      1.14969346 0.94703681 -0.470629498   2.07747977
#> exo1       0.04676958 0.06439259 -0.040753320   0.12806922
#> exo2      -0.01126006 0.06420959 -0.073562182   0.09034568
#> exo3       0.06989339 0.05181349 -0.006384496   0.13611544
#> 
#> $TJK$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.14031675 0.4036926 -0.38681782    0.6511975
#> lag1_var2 -0.07495682 0.8263024 -1.39767408    0.8221323
#> lag1_var3 -1.69293649 1.8018685 -4.52942652    0.2564621
#> lag1_var4  1.55274347 1.7265038 -0.31525196    4.2722190
#> const      5.14779682 9.3261849 -8.23630281   17.4253576
#> exo1       0.80746847 0.6673639  0.12988554    1.9915955
#> exo2       0.58414546 0.4445029 -0.06161432    1.1263846
#> exo3       0.37598888 0.4897883 -0.13772829    1.1055687
#> 
#> $TJK$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.16024845  0.7949091   -2.375309   -0.3116409
#> lag1_var2  4.25766779  1.6048754    2.584457    6.8009854
#> lag1_var3  8.91752706  3.4630404    5.048043   14.3757229
#> lag1_var4 -7.45763402  3.2972340  -12.666831   -3.7973527
#> const      0.17338607 17.6431399  -16.134973   28.9584637
#> exo1      -0.02992053  1.2770574   -1.580242    1.9469912
#> exo2      -0.21585371  0.8055324   -1.051440    1.0016391
#> exo3      -0.51906124  1.3402333   -2.886631    0.4553155
#> 
#> $TJK$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.18150851  0.7060983  -2.2948218   -0.4499102
#> lag1_var2  4.14401295  1.5624321   2.7322024    6.6170832
#> lag1_var3  7.92030735  3.3100941   4.7797751   13.1362168
#> lag1_var4 -6.48520683  3.1455786 -11.4481423   -3.5086103
#> const      2.41297723 14.8102201 -11.6476914   25.7793156
#> exo1       0.40083119  1.1491627  -0.6490681    2.3696506
#> exo2      -0.01263483  0.7434167  -0.8957097    1.0623610
#> exo3      -0.40003934  1.3198217  -2.7058286    0.7010514
#> 
#> 
#> 
#> $TKM
#> $TKM$Sigma
#> $TKM$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00457737 0.0009278454 0.003376811  0.005964909
#> 
#> $TKM$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01730322 0.006813052 -0.02944051  -0.01136577
#> Sigma[2,2]  0.61380639 0.197980053  0.37858716   0.90253613
#> 
#> $TKM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.04747020 0.01085890 -0.06425719  -0.03536231
#> Sigma[3,2] -0.06753374 0.07728209 -0.18373168   0.03549313
#> Sigma[3,3]  0.65248430 0.15289534  0.48096565   0.87694851
#> 
#> $TKM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.06014531 0.01182956 -0.07758232  -0.04489298
#> Sigma[4,2]  0.27952536 0.08398676  0.18659884   0.42038017
#> Sigma[4,3]  0.65364639 0.14639087  0.48433554   0.85529402
#> Sigma[4,4]  0.85500058 0.15435786  0.64658786   1.06516681
#> 
#> 
#> $TKM$A
#> $TKM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96058923 0.04015869  0.91792390  1.023252459
#> lag1_var2  0.07320106 0.09976962 -0.08675757  0.185096946
#> lag1_var3  0.10692380 0.18945448 -0.19358513  0.326013607
#> lag1_var4 -0.11764868 0.18232304 -0.32742589  0.171974436
#> const      1.37154206 0.92512960  0.08022295  2.521931937
#> exo1       0.07972022 0.07703262 -0.02579924  0.177976756
#> exo2      -0.04730288 0.04055762 -0.09577868  0.018552527
#> exo3      -0.06262284 0.06551261 -0.16351564 -0.002839562
#> 
#> $TKM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4898051 0.4482524  -0.2771838    0.9958494
#> lag1_var2 -1.9157766 1.2223024  -3.4815358   -0.1216868
#> lag1_var3 -5.0477440 2.2927234  -7.9227620   -1.6315505
#> lag1_var4  5.0119167 2.2316099   1.6768907    7.8362056
#> const     -7.4770713 9.5051869 -19.1964740    6.5196627
#> exo1      -0.1197686 0.9177966  -1.6487972    0.8938612
#> exo2       0.3936581 0.6829084  -0.5038988    1.4427072
#> exo3       0.1441580 0.8724932  -0.5069731    1.4852589
#> 
#> $TKM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3734185 0.3120800  -0.8287122   0.01767742
#> lag1_var2  0.7314781 1.1159895  -0.7106038   2.17866481
#> lag1_var3  2.5001667 2.0949639  -0.3261174   5.15862185
#> lag1_var4 -1.4534917 2.0200954  -4.0218969   1.24178888
#> const      6.6038060 7.9828656  -2.5360114  18.18859406
#> exo1      -0.7730020 0.8084883  -1.9029276   0.36761043
#> exo2      -1.4095476 0.3179004  -1.8740750  -1.02152754
#> exo3       0.1687841 0.9894833  -0.9314804   1.63185723
#> 
#> $TKM$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1128254  0.5482870  -1.0484255    0.4566128
#> lag1_var2 -0.6815176  1.3016344  -2.1222116    1.3978993
#> lag1_var3 -0.9080083  2.4757018  -3.7673200    2.9820421
#> lag1_var4  1.9518397  2.3839611  -1.8054148    4.6851418
#> const      1.8460335 13.3352061 -13.7342946   22.5108183
#> exo1      -0.8555984  0.9882113  -2.0578803    0.4249241
#> exo2      -1.3164489  0.5760894  -2.2044047   -0.5694065
#> exo3       0.2571500  0.9605232  -0.6011352    1.7910703
#> 
#> 
#> 
#> $TLS
#> $TLS$Sigma
#> $TLS$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01527229 0.004418408  0.01110712   0.02219001
#> 
#> $TLS$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007329827 0.005403102 -0.01297829  0.001377368
#> Sigma[2,2]  0.078476023 0.016181679  0.05614175  0.100561008
#> 
#> $TLS$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.06527677 0.02396713 -0.10214946 -0.040231587
#> Sigma[3,2] -0.03106504 0.02792364 -0.07889308 -0.002349406
#> Sigma[3,3]  0.37703759 0.11985089  0.24209997  0.560275428
#> 
#> $TLS$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.07294234 0.02424117  -0.1108511  -0.04884452
#> Sigma[4,2]  0.02210104 0.02951329  -0.0288656   0.04898131
#> Sigma[4,3]  0.37007050 0.12632216   0.2321889   0.57100944
#> Sigma[4,4]  0.39968613 0.13021155   0.2625587   0.60890702
#> 
#> 
#> $TLS$A
#> $TLS$A$equation1
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.86085865 0.1051377  0.70750550   0.97104457
#> lag1_var2  0.24125032 0.3578218 -0.13709094   0.78137222
#> lag1_var3  0.38887019 0.5494991 -0.18547110   1.19859265
#> lag1_var4 -0.38977189 0.5463927 -1.19404745   0.18332747
#> const      3.09315735 2.5575257  0.01767855   6.90651645
#> exo1       0.04387046 0.1427617 -0.15711488   0.23559166
#> exo2      -0.15467491 0.1404893 -0.25968134   0.07507932
#> exo3      -0.03287260 0.1701988 -0.27089691   0.21453120
#> 
#> $TLS$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.17282261 0.2125898  -0.3985445   0.15880199
#> lag1_var2  1.26431736 0.8251215   0.1614828   2.26530619
#> lag1_var3  0.46687629 1.2937633  -1.2397851   2.15775301
#> lag1_var4 -0.43778755 1.2759321  -2.0958929   1.26210837
#> const      1.71692604 4.9988454  -6.3595441   6.77251912
#> exo1      -0.08884798 0.1572985  -0.3650843   0.05755908
#> exo2      -0.12473157 0.2947311  -0.4871876   0.30456523
#> exo3      -0.30055652 0.1965981  -0.5673814  -0.03351719
#> 
#> $TLS$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.5366282  0.5148148  -0.2154578    1.2072620
#> lag1_var2 -0.5265884  2.0564930  -3.4159585    2.0894160
#> lag1_var3  0.1714216  3.0768562  -4.1615084    4.0575516
#> lag1_var4  0.7666585  3.0381282  -3.0679346    5.0488388
#> const     -7.1616111 10.8065679 -23.8493590    6.0711210
#> exo1      -0.2878914  0.7231302  -1.1914689    0.7711163
#> exo2      -0.2188461  0.7179092  -1.3298094    0.4907909
#> exo3       0.7524894  0.7598000  -0.3185939    1.7405907
#> 
#> $TLS$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.42921184  0.5476146  -0.2738571    1.1927238
#> lag1_var2 -0.09237782  2.0250998  -2.8900766    2.2921338
#> lag1_var3 -0.13170181  3.1052125  -4.5642236    3.4416932
#> lag1_var4  1.09970839  3.0762580  -2.4614613    5.4488888
#> const     -6.88380324 12.6053077 -24.4035638    8.2319684
#> exo1      -0.36182059  0.6996290  -1.2944528    0.6825577
#> exo2      -0.30883796  0.7691360  -1.5131010    0.3510161
#> exo3       0.57059004  0.8012947  -0.5379221    1.7279196
#> 
#> 
#> 
#> $TON
#> $TON$Sigma
#> $TON$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005729649 0.0001235212 0.0004155585 0.0007500744
#> 
#> $TON$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.002506171 0.002131952 0.0004904519  0.005914967
#> Sigma[2,2] 0.186625469 0.040041386 0.1437750552  0.252733234
#> 
#> $TON$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001045594 0.002136148 -0.004333001  0.001639525
#> Sigma[3,2] -0.122951846 0.050158558 -0.201229568 -0.065517678
#> Sigma[3,3]  0.195215148 0.078044075  0.120482564  0.336218231
#> 
#> $TON$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0004042371 0.001208642 -0.001150743   0.00194727
#> Sigma[4,2] -0.0150286957 0.040133676 -0.079076345   0.02910555
#> Sigma[4,3]  0.1255192359 0.052475999  0.081428780   0.22164332
#> Sigma[4,4]  0.1182975095 0.033053676  0.089789325   0.17859813
#> 
#> 
#> $TON$A
#> $TON$A$equation1
#>                   mean         sd   5% quantile 95% quantile
#> lag1_var1  0.944189206 0.03145268  0.9048253171   0.98909556
#> lag1_var2 -0.088085534 0.17263757 -0.3276422833   0.16109960
#> lag1_var3 -0.149730715 0.29346739 -0.5573394240   0.27749787
#> lag1_var4  0.145966351 0.28871115 -0.2746211433   0.54653015
#> const      1.340237850 0.45821913  0.6081793618   1.96843354
#> exo1       0.024515661 0.01978902 -0.0004212995   0.05077738
#> exo2       0.008320627 0.01977760 -0.0207315311   0.03213599
#> exo3       0.010585675 0.03044529 -0.0254772409   0.05383547
#> 
#> $TON$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.00552751 0.4416834  -0.5915222   0.64525005
#> lag1_var2  0.27021719 1.4028517  -1.6470385   2.02024093
#> lag1_var3 -1.00087769 2.4096349  -4.2742979   2.01869042
#> lag1_var4  1.02691060 2.3896313  -1.9819548   4.27216061
#> const     -1.19179594 9.2441784 -15.3752613   9.95869714
#> exo1       0.04969339 0.3509258  -0.4366923   0.53610658
#> exo2       0.53901311 0.4315692  -0.1337428   1.13997737
#> exo3      -0.25608892 0.1715480  -0.4751037  -0.02283328
#> 
#> $TON$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.5566129  0.5291066  -1.2349375    0.1820489
#> lag1_var2  1.8077531  1.3934752   0.3572623    4.0000622
#> lag1_var3  4.1293817  2.4047299   1.6428871    7.8629333
#> lag1_var4 -3.0202180  2.3731639  -6.7177545   -0.5627029
#> const      4.6487948 10.5840424  -8.1446674   20.9338110
#> exo1      -0.2712322  0.2996221  -0.6258875    0.1728033
#> exo2      -1.0555612  0.5294631  -1.8519331   -0.5758735
#> exo3       0.1099221  0.5318346  -0.8190326    0.5853421
#> 
#> $TON$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.56078233 0.3482345  -0.9549422  0.004090156
#> lag1_var2  1.66431770 0.9907989   0.6017344  3.252153555
#> lag1_var3  3.03381551 1.7217597   1.1457713  5.802021690
#> lag1_var4 -1.89812128 1.6902880  -4.6322100 -0.060390238
#> const      3.44430618 6.7306972  -6.3915262 13.233211548
#> exo1      -0.24325169 0.2463097  -0.5754038  0.101425352
#> exo2      -0.79270294 0.4471543  -1.4271687 -0.220719339
#> exo3      -0.02534239 0.5087302  -0.9009704  0.495913319
#> 
#> 
#> 
#> $TTO
#> $TTO$Sigma
#> $TTO$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001087758 0.0002556575 0.0007367657  0.001406252
#> 
#> $TTO$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001750723 0.001626921 -0.004391736 1.000585e-05
#> Sigma[2,2]  0.311468883 0.046667561  0.254734997 3.746888e-01
#> 
#> $TTO$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01111491 0.003237596  0.007540224    0.0157392
#> Sigma[3,2] -0.23895142 0.068257189 -0.339125735   -0.1409424
#> Sigma[3,3]  0.48471407 0.101838214  0.353223068    0.6250368
#> 
#> $TTO$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01038004 0.003618819  0.006955486   0.01618146
#> Sigma[4,2] -0.05072569 0.050988607 -0.131957312   0.01777034
#> Sigma[4,3]  0.35983837 0.088723277  0.254904257   0.47628198
#> Sigma[4,4]  0.35142563 0.085138041  0.262043871   0.47177855
#> 
#> 
#> $TTO$A
#> $TTO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95957234 0.03608111  0.90232187  0.990644629
#> lag1_var2 -0.10444447 0.03519212 -0.15028342 -0.051351870
#> lag1_var3 -0.17360720 0.06087285 -0.25059037 -0.079468157
#> lag1_var4  0.16910873 0.05554930  0.08383973  0.239587547
#> const      1.23968975 0.61783783  0.49299878  2.219864940
#> exo1      -0.01150979 0.01619242 -0.03712529  0.008815268
#> exo2      -0.10076641 0.03185101 -0.13736719 -0.052581263
#> exo3      -0.01528318 0.03372479 -0.07282220  0.017941161
#> 
#> $TTO$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.6234983 0.4441691 -1.283524763  -0.00588936
#> lag1_var2  3.0258478 0.9224522  1.657337935   4.20996767
#> lag1_var3  3.4657649 1.5523716  1.163501698   5.44186009
#> lag1_var4 -3.2891896 1.4370297 -5.133459290  -1.17007695
#> const      4.2315005 5.5382942 -3.350078138  11.91024852
#> exo1      -0.3388262 0.4122826 -0.767562713   0.36263645
#> exo2       0.8094330 0.5227069  0.002556973   1.32989394
#> exo3       0.1490709 0.7310851 -0.929568547   1.00994133
#> 
#> $TTO$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0147996  0.5819555   0.1209685    1.7466663
#> lag1_var2 -2.3507483  0.9273133  -3.5733224   -0.9810654
#> lag1_var3 -3.0952421  1.5591701  -5.1450828   -0.8113514
#> lag1_var4  3.7949359  1.4371683   1.6998898    5.7067672
#> const     -6.4462735 10.8749385 -18.8544145    9.6731908
#> exo1       0.2947183  0.4689092  -0.3695266    0.9901301
#> exo2      -2.2453969  0.8966892  -3.7925532   -1.3169525
#> exo3      -1.1521601  0.7983112  -2.0695733    0.1495043
#> 
#> $TTO$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.69488002 0.4441168  -0.0166656    1.1943626
#> lag1_var2 -1.06982820 0.5036834  -1.7712262   -0.4921531
#> lag1_var3 -1.92342466 0.8511067  -3.0624427   -0.9482692
#> lag1_var4  2.72171815 0.7894674   1.8086325    3.7896800
#> const     -4.78896970 9.1461925 -16.2364953    8.8202326
#> exo1       0.06579005 0.5557086  -0.7858816    0.7773963
#> exo2      -1.82489369 0.8810296  -3.1707005   -0.6580251
#> exo3      -1.14927720 0.6670647  -2.2035911   -0.4076403
#> 
#> 
#> 
#> $TUN
#> $TUN$Sigma
#> $TUN$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001698774 0.004191151 0.0001963811  0.007769473
#> 
#> $TUN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00758843 0.003321183 -0.01120282 -0.003001505
#> Sigma[2,2]  0.80836360 0.184911019  0.60891364  1.097868879
#> 
#> $TUN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002967656 0.006498076 -0.007705521  0.008711946
#> Sigma[3,2] -0.325643739 0.136475787 -0.547565485 -0.165688549
#> Sigma[3,3]  0.315342381 0.093172248  0.222882696  0.467435729
#> 
#> $TUN$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.000784961 0.008025951 -0.01343575  0.004401012
#> Sigma[4,2]  0.072261778 0.094679218 -0.05972622  0.200593795
#> Sigma[4,3]  0.190189400 0.060648645  0.13190329  0.291114107
#> Sigma[4,4]  0.267776384 0.078971765  0.18503751  0.384884091
#> 
#> 
#> $TUN$A
#> $TUN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.954932954 0.02484200  0.91649555   0.97901101
#> lag1_var2 -0.003942403 0.07772852 -0.06562729   0.11927284
#> lag1_var3 -0.013882044 0.15432615 -0.13325797   0.23146869
#> lag1_var4  0.005572817 0.13904417 -0.21525526   0.11189538
#> const      1.477228269 0.27881635  1.04339144   1.79758939
#> exo1       0.028618120 0.07687677 -0.02548962   0.14248560
#> exo2      -0.080447612 0.07965011 -0.11671796   0.03660187
#> exo3       0.005466496 0.05216240 -0.07593465   0.05053771
#> 
#> $TUN$A$equation2
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1   1.225243916 0.4444388   0.7842063    1.9374296
#> lag1_var2  -1.885764634 1.2561862  -3.7123040   -0.5375938
#> lag1_var3  -4.720267270 2.6605379  -8.6534160   -1.8784430
#> lag1_var4   4.578103246 2.3686812   2.0904453    8.0730786
#> const     -13.354114742 6.5420543 -23.7383283   -8.2938735
#> exo1       -0.856132365 0.9614348  -2.4874716   -0.1123991
#> exo2        0.004049916 0.8395111  -1.1612989    1.2388881
#> exo3        1.784815616 0.6936478   0.7051816    2.6199739
#> 
#> $TUN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4656487 0.3165705  -0.8191062  -0.07306723
#> lag1_var2  1.5826103 0.7404403   0.8860400   2.70467560
#> lag1_var3  3.4751299 1.5314644   1.9551760   5.80208901
#> lag1_var4 -2.5047998 1.3701285  -4.5683630  -1.11890262
#> const      6.6555560 6.1267271   0.6928670  16.71197193
#> exo1       0.4182668 0.7010237  -0.4065329   1.49918021
#> exo2      -3.2584318 0.7049797  -4.1935685  -2.20406082
#> exo3      -1.4301333 0.4967707  -2.0909289  -0.78812167
#> 
#> $TUN$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.127713538 0.2786081  -0.2717869    0.4533415
#> lag1_var2  0.346155097 0.6688622  -0.3546369    1.3782878
#> lag1_var3  0.472252824 1.3720626  -0.9573110    2.5688432
#> lag1_var4  0.436458055 1.2226727  -1.4759245    1.7063810
#> const     -0.542198511 4.4784093  -6.0887604    5.8594013
#> exo1       0.005850028 0.5523451  -0.9470816    0.4686772
#> exo2      -3.926675918 0.6716956  -4.7883154   -2.9662298
#> exo3      -0.704516268 0.5716344  -1.5641802    0.0378702
#> 
#> 
#> 
#> $TUR
#> $TUR$Sigma
#> $TUR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001518116 0.0001724205 0.001286518  0.001734616
#> 
#> $TUR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02055896 0.00629712  -0.0294273  -0.01165491
#> Sigma[2,2]  1.05062422 0.22683824   0.7927081   1.39435235
#> 
#> $TUR$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.005787972 0.005819464 -0.01415203  0.001653771
#> Sigma[3,2] -0.451430392 0.239203889 -0.75064927 -0.118123909
#> Sigma[3,3]  1.124941587 0.256020601  0.86895712  1.512451548
#> 
#> $TUR$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01759874 0.007536591 -0.02837504 -0.007818038
#> Sigma[4,2]  0.08532495 0.271264081 -0.21543915  0.491047632
#> Sigma[4,3]  0.98447180 0.248919492  0.72122920  1.388766568
#> Sigma[4,4]  1.12802019 0.317210629  0.79032002  1.563341240
#> 
#> 
#> $TUR$A
#> $TUR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95245746 0.01664834  0.928507647  0.974243924
#> lag1_var2 -0.02945653 0.05780159 -0.125373184  0.042005928
#> lag1_var3 -0.09166010 0.10542174 -0.261514434  0.043291909
#> lag1_var4  0.08668291 0.09459004 -0.035323598  0.236946974
#> const      1.42116417 0.35168938  1.005899679  1.976868421
#> exo1      -0.02299283 0.03146571 -0.071146150  0.007557223
#> exo2      -0.08642410 0.05016412 -0.163034432 -0.025304096
#> exo3       0.03690671 0.03705222 -0.005311053  0.092397608
#> 
#> $TUR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.66114462  0.4648112   0.2330658    1.3885274
#> lag1_var2 -0.18195421  0.7610631  -0.8769281    1.1223505
#> lag1_var3 -1.54459925  1.3687390  -2.9113088    0.8180167
#> lag1_var4  1.30840011  1.2199529  -0.7928310    2.5191073
#> const     -1.87278113 11.3623577 -20.7546324   10.1560804
#> exo1       0.21660226  0.9029068  -0.9980925    1.5535144
#> exo2       0.73408776  1.3097168  -1.0435860    2.3114880
#> exo3      -0.03989589  0.9095877  -1.2528701    1.2165812
#> 
#> $TUR$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3965512  0.4592419  -0.2814969    0.9306794
#> lag1_var2  0.1381722  0.9851719  -1.4026649    1.2055685
#> lag1_var3  0.6431970  1.9408807  -2.4837980    2.7219268
#> lag1_var4  0.2698353  1.8075338  -1.6856396    3.1987121
#> const     -9.4821937 11.8431747 -27.4367025    4.7797687
#> exo1      -0.0992826  0.9980402  -1.6111618    1.1517567
#> exo2      -3.9963006  1.7441984  -6.6900208   -1.7986196
#> exo3       0.6572307  1.0574289  -0.9187184    1.8771126
#> 
#> $TUR$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1   0.79867569  0.4856811   0.1225162    1.4441170
#> lag1_var2  -0.37305432  0.8872151  -1.7966521    0.4615658
#> lag1_var3  -1.00433932  1.7908514  -3.8174011    0.5601736
#> lag1_var4   1.80280281  1.6720831   0.2896900    4.3946284
#> const     -12.68935216 15.2346810 -35.2763220    5.9161806
#> exo1       -0.02758377  1.0279752  -1.5231586    1.2253900
#> exo2       -4.15702642  1.8618139  -6.8399573   -1.8058549
#> exo3        0.74575054  0.9637527  -0.7382946    1.8734133
#> 
#> 
#> 
#> $TWN
#> $TWN$Sigma
#> $TWN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004473628 0.0001480295 0.0003164608 0.0006843917
#> 
#> $TWN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006191866 0.002789149 -0.01034919 -0.003348767
#> Sigma[2,2]  0.209686444 0.074783678  0.12656744  0.328625174
#> 
#> $TWN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00539955 0.002118455  0.003347426  0.008732816
#> Sigma[3,2] -0.16338303 0.053891400 -0.245403813 -0.102860619
#> Sigma[3,3]  0.15290302 0.040500500  0.108982857  0.220230869
#> 
#> $TWN$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001894482 0.0007829205  0.001129938  0.003190163
#> Sigma[4,2] -0.043797880 0.0140966208 -0.067777514 -0.029266572
#> Sigma[4,3]  0.060510137 0.0144612275  0.046578786  0.083611769
#> Sigma[4,4]  0.036362804 0.0089232640  0.026172082  0.050470550
#> 
#> 
#> $TWN$A
#> $TWN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.944527368 0.01942762  0.91019762   0.96115399
#> lag1_var2 -0.077036752 0.06582119 -0.15780063   0.02827120
#> lag1_var3 -0.149670106 0.11429017 -0.28954289   0.03477472
#> lag1_var4  0.151704024 0.11317562 -0.03247334   0.28691225
#> const      1.379841783 0.22782367  1.02584006   1.62617823
#> exo1      -0.032585030 0.01028850 -0.04721041  -0.02084749
#> exo2       0.002977895 0.01689465 -0.01518201   0.02814127
#> exo3       0.041147450 0.01395746  0.02406975   0.06187825
#> 
#> $TWN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.39997878 0.3509825 -0.11259889    0.7791511
#> lag1_var2  1.08381024 0.7125170  0.20687846    2.1647546
#> lag1_var3  0.70333806 1.2106301 -1.01324896    2.3065947
#> lag1_var4 -0.88122876 1.1823909 -2.31164694    0.8882764
#> const      0.84039347 4.9284015 -5.36398590    7.4612061
#> exo1       0.34785496 0.2566880 -0.02424479    0.6663535
#> exo2       0.08569844 0.4268807 -0.54167171    0.6496992
#> exo3      -0.10293679 0.4775567 -0.70074085    0.5656597
#> 
#> $TWN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05227916 0.2812242  -0.3593664    0.3499327
#> lag1_var2  0.04733308 0.6538571  -0.8374861    0.8765740
#> lag1_var3  0.69603679 1.1605837  -0.7107436    2.2541873
#> lag1_var4  0.33303869 1.1540914  -1.2673916    1.7427564
#> const     -1.11435097 3.8353637  -5.7794769    4.2672845
#> exo1      -0.23867773 0.2555431  -0.5747690    0.0785013
#> exo2      -0.06351748 0.3908970  -0.5944643    0.4373703
#> exo3      -0.06043954 0.3868528  -0.5446947    0.4977920
#> 
#> $TWN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.18799135 0.1127581  0.02662198    0.3318731
#> lag1_var2  0.30195274 0.4293550 -0.32071219    0.8328505
#> lag1_var3  0.45597176 0.7697660 -0.66309446    1.3904512
#> lag1_var4  0.47854762 0.7797118 -0.42644238    1.6043543
#> const     -1.35484101 1.8537407 -4.15186055    0.9199129
#> exo1      -0.03693701 0.1682575 -0.28712816    0.1617084
#> exo2      -0.01250547 0.1904666 -0.27868482    0.2463937
#> exo3      -0.12346542 0.1613886 -0.31727216    0.1027076
#> 
#> 
#> 
#> $TZA
#> $TZA$Sigma
#> $TZA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005567385 0.0001971415 0.0003035158 0.0008064954
#> 
#> $TZA$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001033572 0.0009401815 -0.002173546 7.631227e-05
#> Sigma[2,2]  0.042971257 0.0104245988  0.032845419 6.105528e-02
#> 
#> $TZA$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0008760202 0.001774827 -0.001388643  0.003381224
#> Sigma[3,2] -0.0361890479 0.013625416 -0.055564386 -0.018130446
#> Sigma[3,3]  0.0958830346 0.021198896  0.069142128  0.126290338
#> 
#> $TZA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 1.503827e-05 0.001323549 -0.001542647  0.002228104
#> Sigma[4,2] 5.498836e-04 0.010618222 -0.011611016  0.016085645
#> Sigma[4,3] 6.710561e-02 0.017962899  0.043005318  0.092585175
#> Sigma[4,4] 6.984584e-02 0.018557935  0.045784569  0.093526724
#> 
#> 
#> $TZA$A
#> $TZA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99694034 0.01283396  0.98243645   1.01489918
#> lag1_var2 -0.12211972 0.07838336 -0.24328905  -0.01948954
#> lag1_var3 -0.13998443 0.09686568 -0.29205431  -0.02167036
#> lag1_var4  0.13229313 0.09377799  0.01744176   0.28030567
#> const      0.78966253 0.36362834  0.17981126   1.23074213
#> exo1       0.01480619 0.02467476 -0.01474635   0.05112323
#> exo2      -0.02134644 0.02139597 -0.04885585   0.01030465
#> exo3      -0.01411515 0.02220296 -0.05041644   0.01211375
#> 
#> $TZA$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.361096214 0.1137564 -0.48405598  -0.18722029
#> lag1_var2  0.603004555 0.6129816 -0.30468180   1.39104450
#> lag1_var3 -0.007062143 0.7555753 -1.16515039   0.91722424
#> lag1_var4  0.092259889 0.7393708 -0.82446435   1.22319987
#> const      2.447568875 2.8123580  0.01115896   6.70274323
#> exo1      -0.229763119 0.1926648 -0.42225284   0.07651989
#> exo2       0.062892238 0.2376467 -0.24041018   0.39170045
#> exo3       0.294415572 0.1768345  0.09145903   0.55245580
#> 
#> $TZA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.12589109 0.2090533  -0.4276534    0.1547865
#> lag1_var2  0.91185641 1.1073250  -0.3742637    2.5892465
#> lag1_var3  2.15674817 1.4431913   0.3884930    4.2479315
#> lag1_var4 -1.14968299 1.4095805  -3.1925470    0.5744309
#> const      2.62328487 3.0552328  -1.6870492    6.7499466
#> exo1      -0.09773975 0.1939953  -0.3715777    0.1615477
#> exo2      -0.85010776 0.3602923  -1.3358378   -0.4278966
#> exo3       0.62181241 0.3307270   0.1763599    1.0442711
#> 
#> $TZA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4532127 0.1312092 -0.61705138   -0.2632557
#> lag1_var2  0.9542209 1.0399423 -0.29098370    2.2809009
#> lag1_var3  1.6165863 1.3335833 -0.04014067    3.2887731
#> lag1_var4 -0.5244744 1.2997111 -2.15355231    1.0756651
#> const      4.1694006 2.7114977  2.05812019    8.3955707
#> exo1      -0.3087275 0.2354247 -0.65436344   -0.0302682
#> exo2      -0.8132101 0.3298156 -1.25370238   -0.3662959
#> exo3       0.8872550 0.2317428  0.58325190    1.1970938
#> 
#> 
#> 
#> $UGA
#> $UGA$Sigma
#> $UGA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004507698 7.893361e-05 0.0003614846 0.0005581991
#> 
#> $UGA$Sigma$equation2
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0003889869 0.000965734 -0.0006821679  0.001823055
#> Sigma[2,2] 0.1326253358 0.030925136  0.0948827499  0.177269868
#> 
#> $UGA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004465607 0.008169061 -0.007315611   0.01331308
#> Sigma[3,2] -0.510562812 0.154215744 -0.700215488  -0.28375970
#> Sigma[3,3]  5.698008741 1.396212600  3.712481438   7.43316468
#> 
#> $UGA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005032113 0.007887728 -0.005951561   0.01369643
#> Sigma[4,2] -0.420797534 0.148051584 -0.591702110  -0.18563159
#> Sigma[4,3]  5.471651247 1.354482183  3.601799507   7.19065232
#> Sigma[4,4]  5.310167696 1.320625439  3.565588101   7.07044351
#> 
#> 
#> $UGA$A
#> $UGA$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.985343277 0.004962734  0.97769538   0.99165741
#> lag1_var2 -0.161627744 0.047646312 -0.23224070  -0.10400041
#> lag1_var3 -0.203591369 0.067059940 -0.30803801  -0.13435403
#> lag1_var4  0.197217718 0.065779774  0.12824725   0.29860728
#> const      0.916548665 0.199033366  0.60941764   1.11648530
#> exo1       0.010652920 0.013091145 -0.01058850   0.02701595
#> exo2      -0.061437084 0.024738604 -0.09362135  -0.02771768
#> exo3       0.001704185 0.031473108 -0.04160311   0.04152544
#> 
#> $UGA$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1918002 0.09975368  -0.3412088  -0.06789764
#> lag1_var2  1.1271646 0.43925607   0.4573774   1.68048470
#> lag1_var3  0.7046686 0.61237665  -0.1999866   1.43087074
#> lag1_var4 -0.6539569 0.59465248  -1.3528078   0.22322526
#> const      1.9454035 1.74467041  -0.2379356   4.66815605
#> exo1       0.2709704 0.27603115  -0.1274073   0.64391208
#> exo2       0.7301144 0.41353150   0.2501745   1.34869234
#> exo3      -0.1208413 0.39178380  -0.7864677   0.36382909
#> 
#> $UGA$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  2.7615672  0.7970174   1.5388093     3.681282
#> lag1_var2  3.7741290  4.4401208  -1.4584559    10.383990
#> lag1_var3  4.7814151  6.0151890  -1.9784600    14.344288
#> lag1_var4 -4.7273981  5.9186517 -14.1975248     1.869597
#> const      2.8893033 10.6281025 -10.6649832    16.692007
#> exo1      -1.5513508  1.7796394  -3.4582961     1.078437
#> exo2       0.4135474  2.9677614  -3.1986585     4.829035
#> exo3       1.5702159  1.9481880  -0.5633313     4.703707
#> 
#> $UGA$A$equation4
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1  2.684892  0.7834254   1.4964036    3.5827065
#> lag1_var2  4.309387  4.4446559  -0.6181870   11.0765601
#> lag1_var3  4.891277  6.1252877  -1.5280329   14.8170136
#> lag1_var4 -4.811397  6.0340996 -14.6280324    1.4555281
#> const      3.662387 10.1692392 -10.1256853   16.6976980
#> exo1      -1.399604  1.6793197  -3.2515221    0.9954066
#> exo2       1.008586  2.8656273  -2.3913652    5.3939049
#> exo3       1.536729  1.8934122  -0.4516022    4.5549924
#> 
#> 
#> 
#> $UKR
#> $UKR$Sigma
#> $UKR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007388907 0.001772961 0.005627293   0.01003488
#> 
#> $UKR$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02929601 0.0219911 -0.05242167  0.007922563
#> Sigma[2,2]  1.00581531 0.2014624  0.76612136  1.256100839
#> 
#> $UKR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03877908 0.01565899  0.01837626   0.06060868
#> Sigma[3,2] -0.53991777 0.15347586 -0.74828629  -0.36705854
#> Sigma[3,3]  0.48799706 0.15494072  0.29660539   0.69551993
#> 
#> $UKR$Sigma$equation4
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.02443244 0.008305095  0.01272319   0.03517487
#> Sigma[4,2] 0.03982253 0.105307962 -0.11276248   0.17766503
#> Sigma[4,3] 0.19570805 0.087144531  0.07968802   0.30628205
#> Sigma[4,4] 0.23955970 0.049588269  0.16259226   0.28898729
#> 
#> 
#> $UKR$A
#> $UKR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97992992 0.04778178  0.925502471   1.05579188
#> lag1_var2 -0.06666297 0.21421689 -0.314945644   0.27587765
#> lag1_var3 -0.14659469 0.37932907 -0.579830028   0.46197393
#> lag1_var4  0.13741915 0.35555469 -0.431119375   0.54578824
#> const      0.87881019 1.42998592 -1.600876254   2.37865547
#> exo1       0.03960407 0.06664047 -0.079005881   0.10514333
#> exo2      -0.03961174 0.08300181 -0.177809771   0.05455926
#> exo3       0.07817542 0.05635640  0.007025095   0.15381998
#> 
#> $UKR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.1834728  0.8034806  -2.2887570   -0.2281117
#> lag1_var2  1.6472005  2.2805301  -1.7242404    4.3498386
#> lag1_var3  1.4248932  3.9564906  -4.3795303    6.1226464
#> lag1_var4 -1.1958109  3.6807726  -5.6642696    4.1566105
#> const     18.2653631 13.0694374   4.2501030   38.2306292
#> exo1      -0.1851539  0.4204740  -0.5797631    0.5303343
#> exo2       0.9799687  1.1364941  -0.1304465    2.6501725
#> exo3       0.7830601  0.9407758  -0.3247292    2.2129009
#> 
#> $UKR$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.7145082  0.4776957   0.2207473    1.4490931
#> lag1_var2  0.3048619  1.9782229  -2.2584649    3.0069282
#> lag1_var3  1.4239854  3.4683398  -3.1062873    6.1825249
#> lag1_var4 -0.5811977  3.2693190  -5.0074842    3.7562918
#> const     -9.8127060 11.0012175 -28.5614656    0.1630600
#> exo1       0.2073603  0.3655862  -0.2633513    0.6941747
#> exo2      -1.5608018  0.6637695  -2.5078862   -0.8300926
#> exo3      -0.5976520  0.6415235  -1.4409391    0.2008926
#> 
#> $UKR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01686102 0.3117457  -0.3473789    0.4478813
#> lag1_var2  0.89983841 1.2408229  -0.5562201    2.8777749
#> lag1_var3  1.63952020 2.1934151  -0.9137365    5.1389364
#> lag1_var4 -0.64477742 2.0886687  -3.9545197    1.7846173
#> const     -0.02213341 7.9305017 -11.1626646    8.9095259
#> exo1       0.11371698 0.4811238  -0.4815449    0.7900897
#> exo2      -1.11524423 0.3929504  -1.6538504   -0.5797838
#> exo3      -0.17613804 0.3614738  -0.6225017    0.4102085
#> 
#> 
#> 
#> $URY
#> $URY$Sigma
#> $URY$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00100941 0.0001988385 0.0007518077  0.001299016
#> 
#> $URY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02430646 0.005612406 -0.03202709  -0.01670762
#> Sigma[2,2]  1.11754243 0.205844934  0.87809688   1.42370773
#> 
#> $URY$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02370906 0.005073351  0.01656082   0.03008308
#> Sigma[3,2] -0.85481414 0.191557051 -1.11338997  -0.63795215
#> Sigma[3,3]  1.33114560 0.286783340  0.98001859   1.77683312
#> 
#> $URY$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.009982177 0.003327198  0.005868985   0.01465432
#> Sigma[4,2] -0.199552817 0.106740982 -0.346046548  -0.06244161
#> Sigma[4,3]  0.900017999 0.230089865  0.643217161   1.23954756
#> Sigma[4,4]  0.861581544 0.220613454  0.585938150   1.18691022
#> 
#> 
#> $URY$A
#> $URY$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92938836 0.02171907  0.90206946   0.95928397
#> lag1_var2  0.01729107 0.03658444 -0.03760886   0.06315700
#> lag1_var3  0.03635065 0.05877284 -0.05239344   0.10799842
#> lag1_var4 -0.02999483 0.05183109 -0.09163750   0.04963782
#> const      1.41010420 0.15322170  1.22915644   1.61994924
#> exo1       0.01344445 0.02606174 -0.01751491   0.05302082
#> exo2      -0.07729507 0.04108912 -0.13210377  -0.01777220
#> exo3       0.05732800 0.03381367  0.01557145   0.10685227
#> 
#> $URY$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.73333570  0.7375653  -0.06649255    1.7491942
#> lag1_var2 -0.04838479  1.5813057  -2.31778359    2.0491552
#> lag1_var3 -1.53760424  2.5919981  -5.26877062    1.9228484
#> lag1_var4  1.26057297  2.3318080  -1.91467617    4.5618005
#> const      0.17230327 12.3535144 -17.71356470   15.3371045
#> exo1      -0.94477879  0.9493764  -2.23082915    0.3784420
#> exo2       1.14928034  1.1289784  -0.38979687    2.3861581
#> exo3      -1.36201347  1.1676516  -3.00721062   -0.1525181
#> 
#> $URY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1403625 0.7188884  -0.6036113     1.249930
#> lag1_var2  0.5181810 1.3237549  -1.4498552     2.318306
#> lag1_var3  1.8888260 2.2374330  -1.4729593     4.908717
#> lag1_var4 -0.8978063 2.0293015  -3.5718661     2.224015
#> const     -2.3317313 8.2629295 -13.7072121     8.765548
#> exo1       0.6407862 0.9435446  -0.5284460     1.933351
#> exo2      -3.6149049 1.1087876  -5.2929901    -2.332295
#> exo3       1.9606578 1.3300471   0.4896089     3.959726
#> 
#> $URY$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.61791446 0.5301993  -0.08197063     1.385304
#> lag1_var2  0.07145666 1.4359274  -1.89544004     1.918485
#> lag1_var3  0.28840374 2.4314486  -3.07920644     3.446915
#> lag1_var4  0.54323349 2.2379449  -2.33900972     3.716782
#> const     -3.39332944 4.8919051 -10.46474854     3.543609
#> exo1       0.05464010 0.9573528  -1.24745653     1.342706
#> exo2      -3.19600812 0.9506917  -4.27929378    -1.828965
#> exo3       1.24873190 0.8523555   0.32281312     2.407483
#> 
#> 
#> 
#> $USA
#> $USA$Sigma
#> $USA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001840385 6.475987e-05 0.0001323969 0.0002887051
#> 
#> $USA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006447454 0.002179303 -0.01008972 -0.003951392
#> Sigma[2,2]  0.570658312 0.084205191  0.46104500  0.681331232
#> 
#> $USA$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00515403 0.001798285  0.002779787   0.00802247
#> Sigma[3,2] -0.45140366 0.067841347 -0.559507673  -0.37390939
#> Sigma[3,3]  0.39642884 0.057662942  0.339911271   0.49416700
#> 
#> $USA$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001039042 0.0006297834  0.000260384  0.001866448
#> Sigma[4,2] -0.089841980 0.0279579699 -0.128278142 -0.057469727
#> Sigma[4,3]  0.112780973 0.0267763216  0.082407573  0.152281367
#> Sigma[4,4]  0.058520892 0.0133855271  0.043441849  0.077817515
#> 
#> 
#> $USA$A
#> $USA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96598691 0.01137644  0.95215511  0.983590258
#> lag1_var2 -0.03575029 0.04325951 -0.09197724  0.028265113
#> lag1_var3 -0.05358026 0.06795169 -0.14113278  0.047884157
#> lag1_var4  0.04823973 0.06600591 -0.05007072  0.134101761
#> const      1.41027555 0.29821703  0.89607415  1.705639880
#> exo1      -0.01776322 0.01003668 -0.03263180 -0.007074856
#> exo2      -0.04264735 0.02117456 -0.07272687 -0.016224687
#> exo3       0.03564640 0.01573270  0.01564788  0.058973878
#> 
#> $USA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5984034 0.5172045  -0.2181443   1.11316975
#> lag1_var2 -3.8840147 2.7627262  -7.6009767   0.02798981
#> lag1_var3 -7.4427113 4.3141623 -13.2711038  -1.32771577
#> lag1_var4  7.2999210 4.1452157   1.3728560  12.88368467
#> const     -8.5967388 9.2912460 -19.4383672   4.25428520
#> exo1       0.7416068 0.7761346  -0.2596662   1.94952599
#> exo2       4.0684462 0.8527742   2.9990017   5.23674593
#> exo3      -0.8169832 0.8019802  -2.0481782   0.12977629
#> 
#> $USA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6709067 0.4426815  -1.1310181 -0.006638671
#> lag1_var2  4.4209275 2.7124439   1.0010161  8.586827022
#> lag1_var3  7.9136089 4.2300040   2.5674236 14.442057087
#> lag1_var4 -6.7634465 4.0575674 -12.9884850 -1.573780008
#> const     10.9021744 7.6594869   0.6591908 20.059493749
#> exo1      -0.4412320 0.6592461  -1.4253223  0.478993186
#> exo2      -3.6378469 0.7117745  -4.4516696 -2.701131967
#> exo3       0.4226123 0.6687907  -0.3185555  1.433621236
#> 
#> $USA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.32439783 0.1974976  -0.5946073  -0.08963249
#> lag1_var2  1.66257914 1.3745803   0.5951137   4.10178135
#> lag1_var3  2.73805061 2.1515067   1.0703033   6.56234662
#> lag1_var4 -1.65676347 2.0651853  -5.3155657  -0.03741649
#> const      5.11716197 3.8083494   0.6649087  10.61358755
#> exo1       0.04844866 0.2122796  -0.2521263   0.34500605
#> exo2      -1.17973736 0.2504994  -1.5027621  -0.81634163
#> exo3      -0.07721866 0.2111986  -0.3484348   0.23259314
#> 
#> 
#> 
#> $UZB
#> $UZB$Sigma
#> $UZB$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001487447 0.002846958 0.0004960011   0.00558803
#> 
#> $UZB$Sigma$equation2
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[2,1] 0.008720421 0.02877515 -0.004233029   0.05168839
#> Sigma[2,2] 0.611789859 0.34462345  0.367318387   1.17217905
#> 
#> $UZB$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.007246327 0.01514272  -0.0302187 -0.001055082
#> Sigma[3,2] -0.300643475 0.18974095  -0.6119873 -0.181205103
#> Sigma[3,3]  0.240115530 0.11237466   0.1614495  0.427081439
#> 
#> $UZB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002399988 0.001702286 -0.004279012 0.0002138552
#> Sigma[4,2]  0.053414869 0.029946134  0.020675794 0.1023475581
#> Sigma[4,3]  0.071574065 0.011221921  0.058682049 0.0872039012
#> Sigma[4,4]  0.108379478 0.016422120  0.081989800 0.1283877600
#> 
#> 
#> $UZB$A
#> $UZB$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  1.039938266 0.006615889  1.032661731   1.05079560
#> lag1_var2 -0.102224085 0.065374816 -0.184317006  -0.01011772
#> lag1_var3 -0.196571776 0.108120409 -0.334731637  -0.05014941
#> lag1_var4  0.160514930 0.108330335  0.009985439   0.29768395
#> const      1.038033818 0.314177666  0.688313716   1.44713207
#> exo1       0.021648803 0.030310191 -0.019766135   0.05951936
#> exo2      -0.024274794 0.045148154 -0.066060639   0.05253636
#> exo3      -0.008746298 0.029253684 -0.044877737   0.03705070
#> 
#> $UZB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.78822910 0.1898526  -0.9943644   -0.4959056
#> lag1_var2 -1.24919908 1.6623988  -3.7952392    0.7517895
#> lag1_var3 -3.54784933 2.9212090  -7.9497080    0.0241432
#> lag1_var4  3.99282641 2.8093553   0.5717544    8.2474939
#> const     -4.08056594 7.7434723 -16.0495376    6.3111485
#> exo1       0.13402261 0.7571762  -0.8140873    1.2544733
#> exo2      -0.01280533 0.6770378  -0.7922138    0.9956517
#> exo3       0.55869340 0.5964634  -0.1576248    1.3244921
#> 
#> $UZB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6466838 0.1675067   0.4265037    0.8535476
#> lag1_var2  0.8245664 1.0951084  -0.8175407    2.1645737
#> lag1_var3  2.2814197 1.9065051  -0.6012053    4.6450591
#> lag1_var4 -1.5875944 1.8648120  -3.8862851    1.2521893
#> const      0.7415363 5.8781301  -5.9653343   10.0022698
#> exo1      -0.2846956 0.6715846  -1.3478815    0.3344138
#> exo2      -1.2716386 0.2971395  -1.6371752   -0.8797115
#> exo3      -0.2889983 0.3829948  -0.7754745    0.2518022
#> 
#> $UZB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.20094685 0.1142617  0.06124359    0.3605147
#> lag1_var2 -0.31790648 1.0136381 -1.81265151    0.9539550
#> lag1_var3 -0.48922354 1.7953848 -3.11035087    1.7746339
#> lag1_var4  1.45031627 1.7358410 -0.68479461    4.0470270
#> const     -2.42094968 5.1824061 -7.73705720    5.9410443
#> exo1      -0.21858629 0.5272314 -0.90176501    0.4824961
#> exo2      -1.34409310 0.3313982 -1.82245544   -1.0173375
#> exo3       0.03772477 0.2800648 -0.41786754    0.3887489
#> 
#> 
#> 
#> $VCT
#> $VCT$Sigma
#> $VCT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008003564 0.0001879132 0.0005729462  0.001070866
#> 
#> $VCT$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007343503 0.002051349 -0.01080467 -0.005308929
#> Sigma[2,2]  0.122092510 0.030720827  0.08484723  0.165179900
#> 
#> $VCT$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.007136483 0.001789093   0.0055041   0.01031069
#> Sigma[3,2] -0.111329622 0.026321835  -0.1488781  -0.08161635
#> Sigma[3,3]  0.116691942 0.022810757   0.0907921   0.14914408
#> 
#> $VCT$Sigma$equation4
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00276156 0.0007657868  0.001779247  0.003886459
#> Sigma[4,2] -0.03804858 0.0094198324 -0.053957382 -0.028138627
#> Sigma[4,3]  0.05180487 0.0092331982  0.041890792  0.065201329
#> Sigma[4,4]  0.03130288 0.0072136410  0.025639400  0.043041400
#> 
#> 
#> $VCT$A
#> $VCT$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.977024000 0.04172353  0.910194067  1.030012851
#> lag1_var2 -0.041611908 0.03326849 -0.085347762  0.001561183
#> lag1_var3 -0.069601855 0.05787016 -0.143884869  0.002693995
#> lag1_var4  0.056138406 0.05128698 -0.007685663  0.121987883
#> const      1.300496919 0.56707097  0.436655591  1.916745084
#> exo1       0.001177391 0.03489086 -0.054292540  0.045479249
#> exo2      -0.072138813 0.03986679 -0.123430395 -0.026492010
#> exo3      -0.003212957 0.02705464 -0.030641422  0.038919483
#> 
#> $VCT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3090138 0.4979580  -0.9296079    0.4090302
#> lag1_var2  1.4675434 0.2421775   1.2183090    1.8129191
#> lag1_var3  1.1509433 0.4379180   0.7135752    1.7802344
#> lag1_var4 -1.0007134 0.3693795  -1.5557373   -0.6162416
#> const      1.9763980 3.8269109  -3.2747747    6.7262461
#> exo1      -0.3550051 0.3799851  -0.8568796    0.1668062
#> exo2       1.5438898 0.4331061   1.0103964    2.0844116
#> exo3       0.2909294 0.3522371  -0.1098103    0.8143447
#> 
#> $VCT$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.400702074 0.4804011  -0.3342665    0.9360223
#> lag1_var2 -0.418949830 0.2717119  -0.8344574   -0.1652299
#> lag1_var3  0.008461229 0.5153322  -0.7728893    0.5246458
#> lag1_var4  0.815040814 0.4517537   0.3212266    1.4747817
#> const     -0.889944712 4.2869891  -7.4596984    4.6635787
#> exo1       0.245007097 0.4349787  -0.3709881    0.7877633
#> exo2      -1.825194806 0.3922905  -2.3252656   -1.3449032
#> exo3      -0.235154842 0.2938342  -0.6285654    0.1324624
#> 
#> $VCT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.24014385 0.2532275  -0.1370059    0.5552236
#> lag1_var2 -0.06951429 0.1629259  -0.3086614    0.1121521
#> lag1_var3 -0.18901084 0.3157369  -0.6459425    0.1170102
#> lag1_var4  1.11166376 0.2842146   0.8183333    1.4838405
#> const     -0.67998888 2.8467913  -5.1906069    2.8091994
#> exo1       0.01559713 0.2301270  -0.3402800    0.2609343
#> exo2      -0.99629767 0.1410161  -1.1765493   -0.8025539
#> exo3      -0.05433158 0.1422134  -0.1953183    0.1593055
#> 
#> 
#> 
#> $VEN
#> $VEN$Sigma
#> $VEN$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008028702 0.001808576 0.005748883   0.01063572
#> 
#> $VEN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05058034 0.01484681 -0.07146085  -0.03095464
#> Sigma[2,2]  1.85424661 0.39731559  1.43341142   2.48310787
#> 
#> $VEN$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.08133446 0.01642292  0.06297315    0.1047141
#> Sigma[3,2] -1.52618517 0.30863204 -1.99853244   -1.1962666
#> Sigma[3,3]  1.64689466 0.32096789  1.36086337    2.1399148
#> 
#> $VEN$Sigma$equation4
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0534508 0.01024068  0.03761501   0.06561529
#> Sigma[4,2] -0.3865331 0.16192762 -0.61866160  -0.18605053
#> Sigma[4,3]  0.7444025 0.16465627  0.59010121   1.01057830
#> Sigma[4,4]  0.5462833 0.08807019  0.44568774   0.67834483
#> 
#> 
#> $VEN$A
#> $VEN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92935103 0.08243795   0.8228218    1.0482182
#> lag1_var2  0.08796945 0.15675576  -0.1298017    0.3079489
#> lag1_var3  0.12433636 0.25773128  -0.2344416    0.4839097
#> lag1_var4 -0.11231029 0.23336307  -0.4365767    0.2149129
#> const      1.01136738 0.88332266  -0.2684913    2.2263533
#> exo1       0.05582591 0.10157039  -0.0583099    0.2126272
#> exo2      -0.33883632 0.07900521  -0.4483617   -0.2344955
#> exo3      -0.02545043 0.11629510  -0.1593838    0.1277664
#> 
#> $VEN$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2928346  1.3588008  -2.1322146     1.289848
#> lag1_var2 -0.3757654  3.1879461  -4.6031151     3.433621
#> lag1_var3 -2.0454343  5.2656947  -9.0094978     4.255833
#> lag1_var4  1.9754976  4.7867709  -3.7854645     8.284614
#> const     12.6723913 13.4721451  -3.1121432    33.615102
#> exo1      -0.6689928  1.3863622  -2.6189669     1.172861
#> exo2       1.9130505  0.9753148   0.6501714     3.115309
#> exo3       0.4267951  1.2227967  -1.1525820     2.061877
#> 
#> $VEN$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1546329  1.2704681  -1.7619689    1.7685069
#> lag1_var2  2.7664839  2.6811355  -0.8113993    6.6235005
#> lag1_var3  5.1491351  4.4335142  -0.7888807   11.4944757
#> lag1_var4 -3.9644563  4.0230046  -9.7056447    1.4518731
#> const     -8.9176292 12.4562936 -26.9155575    6.7852101
#> exo1       0.5313785  1.3254753  -1.2374538    2.3964217
#> exo2      -7.2292711  0.9239081  -8.7281751   -6.1252074
#> exo3      -1.2690101  1.2114573  -2.7749692    0.3705934
#> 
#> $VEN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.41569927 0.6986951  -1.4470258   0.46037172
#> lag1_var2  2.36847542 1.2734347   0.5669317   4.21297353
#> lag1_var3  3.59169912 2.0549011   0.7688011   6.61740715
#> lag1_var4 -2.40945486 1.8571328  -5.1284795   0.18326383
#> const     -1.60062913 7.3467457  -9.1271534   9.88753460
#> exo1       0.09701741 0.6420105  -0.7919714   0.97878534
#> exo2      -6.69278778 0.6528895  -7.5601326  -5.89817916
#> exo3      -1.17538006 0.9761655  -2.1948455   0.07571409
#> 
#> 
#> 
#> $VIR
#> $VIR$Sigma
#> $VIR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001501883 0.0003399686 0.001187241  0.002067821
#> 
#> $VIR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007921963 0.003770927 -0.01343423 -0.003256662
#> Sigma[2,2]  0.146054370 0.029676797  0.10394336  0.186469434
#> 
#> $VIR$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.004256497 0.01046381 -0.01045059   0.01814031
#> Sigma[3,2] -0.171393151 0.08347416 -0.30354535  -0.08511561
#> Sigma[3,3]  2.346374141 0.56118358  1.50981991   3.14993681
#> 
#> $VIR$Sigma$equation4
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0006958098 0.01199336 -0.01823785  0.014527962
#> Sigma[4,2] -0.0953752099 0.09330286 -0.25290883  0.005201134
#> Sigma[4,3]  2.5351753673 0.60638902  1.63092815  3.393576970
#> Sigma[4,4]  2.8001085522 0.66311466  1.81118655  3.714517578
#> 
#> 
#> $VIR$A
#> $VIR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.91282792 0.03137609  0.876358922  0.958412040
#> lag1_var2  0.03998160 0.04797506 -0.015169915  0.110313032
#> lag1_var3  0.10108356 0.08732100  0.004219042  0.239660047
#> lag1_var4 -0.08915879 0.07746435 -0.212531750 -0.004397959
#> const      1.44123079 0.40011380  0.955513342  1.953301734
#> exo1       0.01786912 0.04531244 -0.050509946  0.070899171
#> exo2      -0.19841001 0.03102635 -0.248075589 -0.162195443
#> exo3       0.06201768 0.03346034  0.016781961  0.105195913
#> 
#> $VIR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.36926763 0.3353118 -0.02453347   0.81988559
#> lag1_var2  0.09676158 0.6121515 -0.76972587   0.83255755
#> lag1_var3 -1.13937338 1.1271876 -2.71597659   0.20449680
#> lag1_var4  1.02040104 1.0005427 -0.17771133   2.42087073
#> const      1.31360360 2.9118198 -3.07145553   5.16988640
#> exo1      -0.27508953 0.2656394 -0.64383093   0.08872277
#> exo2       3.02597333 0.3206957  2.57301050   3.49155273
#> exo3       0.16443404 0.4895588 -0.47907197   0.91615650
#> 
#> $VIR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06348404  1.585016  -2.3555282     1.494309
#> lag1_var2  1.01857156  2.672411  -1.9504371     4.996975
#> lag1_var3  3.25367427  4.916886  -2.4380006    10.708227
#> lag1_var4 -2.12951157  4.363172  -8.7484172     2.894575
#> const     -2.77338647 18.606658 -26.7373722    25.084263
#> exo1       0.05121606  1.074196  -1.1693851     1.757453
#> exo2      -1.63004820  1.811794  -3.3795470     1.039399
#> exo3       1.31629180  2.014862  -0.8757232     4.154523
#> 
#> $VIR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1388180  1.836408  -2.6830327     1.839691
#> lag1_var2  0.7134536  3.087427  -2.6084986     5.255712
#> lag1_var3  2.0584228  5.626618  -4.2078877    10.538833
#> lag1_var4 -0.9672797  4.988817  -8.4897812     4.556295
#> const     -3.2955587 21.872639 -31.9325516    28.581244
#> exo1      -0.1210384  1.099801  -1.4002766     1.635977
#> exo2      -0.0447555  2.116668  -2.2618492     3.109672
#> exo3       1.5952010  2.157634  -0.4716429     4.754436
#> 
#> 
#> 
#> $VNM
#> $VNM$Sigma
#> $VNM$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0002171348 5.528834e-05 0.000157797 0.0003014883
#> 
#> $VNM$Sigma$equation2
#>                     mean           sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0007784337 0.0007229673 -0.00155030 0.0003391836
#> Sigma[2,2]  0.0891646524 0.0200250712  0.06783306 0.1228653359
#> 
#> $VNM$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0008313628 0.001181272 -0.001025545  0.002329887
#> Sigma[3,2] -0.1159385367 0.043953599 -0.189260254 -0.074027666
#> Sigma[3,3]  0.4259513810 0.132913320  0.337934729  0.652449185
#> 
#> $VNM$Sigma$equation4
#>                     mean           sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0002625804 0.0009225065 -0.00119301  0.001278819
#> Sigma[4,2] -0.0490942989 0.0384047126 -0.11070581 -0.015596640
#> Sigma[4,3]  0.3438491941 0.1087709901  0.26450788  0.535601582
#> Sigma[4,4]  0.3119986873 0.0866080468  0.23517013  0.467150843
#> 
#> 
#> $VNM$A
#> $VNM$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.98713910 0.004647682  0.98016111  0.992344325
#> lag1_var2 -0.16442206 0.056290194 -0.24941594 -0.091060870
#> lag1_var3 -0.21239982 0.072284127 -0.32578719 -0.124736004
#> lag1_var4  0.20666488 0.070577044  0.12305412  0.317362151
#> const      0.83875532 0.305126665  0.40736437  1.210298349
#> exo1      -0.01494542 0.014527595 -0.03239179  0.009661884
#> exo2      -0.02739974 0.009689457 -0.03962109 -0.013540574
#> exo3      -0.02845409 0.013551962 -0.04633059 -0.009603095
#> 
#> $VNM$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.27098843 0.09830806 -0.39555554   -0.1387049
#> lag1_var2  1.49624961 0.67996843  0.42139949    2.2546326
#> lag1_var3  1.40367182 1.00796541 -0.13581331    2.4711702
#> lag1_var4 -1.36466346 1.01039465 -2.45493348    0.1584721
#> const      5.06861726 4.45768411  0.08026997   11.9773038
#> exo1       0.07240864 0.31487434 -0.39971668    0.4287440
#> exo2       0.36632076 0.33114448 -0.06918455    0.7688553
#> exo3       0.64201315 0.26294387  0.27244238    0.9788304
#> 
#> $VNM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2293551 0.1961129  -0.0739797    0.4429942
#> lag1_var2  1.4980845 1.5480430  -0.5348103    3.9627715
#> lag1_var3  2.6410421 2.2335267  -0.1822983    6.2996828
#> lag1_var4 -1.7111409 2.2405587  -5.3947851    1.1153615
#> const     -1.1103577 6.8583696 -11.7731067    6.9677384
#> exo1       0.2427616 0.5687823  -0.6121790    0.9486765
#> exo2      -2.1175351 0.6902969  -2.9072382   -1.0291446
#> exo3      -1.1763084 0.7195933  -2.1831011   -0.1932760
#> 
#> $VNM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02451105 0.1700784 -0.19734916    0.2601717
#> lag1_var2  2.25928182 1.4631825 -0.01956192    4.2047215
#> lag1_var3  3.21959884 1.9912118  0.13199346    5.9753813
#> lag1_var4 -2.25270218 1.9903369 -5.04016262    0.8183884
#> const      2.16177547 5.1646615 -4.00713312    9.7464175
#> exo1       0.30157260 0.3981679 -0.29346042    0.7814875
#> exo2      -1.87688524 0.5486576 -2.59489244   -1.0676941
#> exo3      -0.71016274 0.5987547 -1.59314611    0.1128636
#> 
#> 
#> 
#> $VUT
#> $VUT$Sigma
#> $VUT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008641397 0.0002916613 0.0004978404    0.0013261
#> 
#> $VUT$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005054523 0.00257439 -0.009162289 -0.002193373
#> Sigma[2,2]  0.137593670 0.03792087  0.107123418  0.206517431
#> 
#> $VUT$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.004071713 0.003664581 -0.01029328 -0.0006043954
#> Sigma[3,2]  0.116021762 0.041745241  0.06549894  0.1792167668
#> Sigma[3,3]  0.265836046 0.100047299  0.14929215  0.4187140368
#> 
#> $VUT$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.008418247 0.005349119 -0.01810334 -0.003564841
#> Sigma[4,2]  0.230562536 0.060639028  0.15979412  0.318513369
#> Sigma[4,3]  0.373742394 0.134740842  0.20967346  0.574173919
#> Sigma[4,4]  0.578295244 0.176669481  0.37587548  0.856037564
#> 
#> 
#> $VUT$A
#> $VUT$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.94578028 0.02886963  0.915097414  0.994754825
#> lag1_var2 -0.01121683 0.08590238 -0.138640831  0.095858781
#> lag1_var3 -0.03308526 0.11832939 -0.215167544  0.109742534
#> lag1_var4  0.02715061 0.11193875 -0.109124811  0.198454829
#> const      1.45432259 0.23150423  1.193207119  1.803178224
#> exo1       0.03517382 0.02357630  0.004655188  0.071263263
#> exo2      -0.09369946 0.02389300 -0.130108685 -0.070658607
#> exo3      -0.04267621 0.03312484 -0.086715572  0.003611089
#> 
#> $VUT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.11017066 0.6368428  -0.6402522    1.1383401
#> lag1_var2 -0.00501719 1.6166399  -2.5110258    1.6732386
#> lag1_var3 -1.28171165 2.1294631  -4.5992537    1.0592875
#> lag1_var4  1.21400999 2.0380387  -1.0069215    4.3935928
#> const      3.04147107 7.3326101  -7.2968045   11.9533234
#> exo1      -0.85781856 0.2782904  -1.2114410   -0.4432377
#> exo2      -1.10876471 0.5150502  -1.7656381   -0.3217296
#> exo3       0.34973737 0.4022487  -0.2358787    0.8922296
#> 
#> $VUT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04858198 0.5696030  -0.5559476    0.9266840
#> lag1_var2  0.47889717 1.3585877  -1.5499695    2.3156915
#> lag1_var3  0.43263364 1.8037166  -2.3847122    2.7498203
#> lag1_var4  0.37912148 1.7232980  -1.8391923    3.0624915
#> const      5.75888917 8.3185115  -5.6909641   16.0192984
#> exo1      -0.91429449 0.4341670  -1.5633150   -0.5014150
#> exo2       0.06120852 0.5925673  -0.7434228    0.9738559
#> exo3       0.71771820 0.5563143  -0.1179412    1.4551539
#> 
#> $VUT$A$equation4
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.07819160  1.0772324  -1.110985071    1.8136954
#> lag1_var2  0.03079446  2.5732678  -4.022011134    2.7366831
#> lag1_var3 -1.17296954  3.4244413  -6.674566530    2.2001693
#> lag1_var4  1.94488956  3.2744841  -1.290636009    7.2018608
#> const      7.97446349 14.0114529 -11.714562575   23.1756353
#> exo1      -1.66366191  0.5976188  -2.505097306   -0.8904539
#> exo2      -0.58145715  0.9519741  -1.928996206    0.7759890
#> exo3       0.99517517  0.7541847   0.007108241    2.0070677
#> 
#> 
#> 
#> $WSM
#> $WSM$Sigma
#> $WSM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009923534 0.0002669927 0.0005900559  0.001341785
#> 
#> $WSM$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.005049223 0.003518988 -0.01028897 -0.0004070605
#> Sigma[2,2]  0.286080736 0.104436657  0.19195388  0.4635091613
#> 
#> $WSM$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003225203 0.00186147  0.0005494983  0.005440963
#> Sigma[3,2] -0.081402476 0.03572047 -0.1411275808 -0.051543016
#> Sigma[3,3]  0.167019411 0.04780162  0.1331199888  0.254671268
#> 
#> $WSM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0003442522 0.002352427 -0.003532774  0.002788259
#> Sigma[4,2] 0.0797139915 0.037806616  0.038793553  0.130681680
#> Sigma[4,3] 0.1328404387 0.044762658  0.100918424  0.213275854
#> Sigma[4,4] 0.1907563806 0.053429534  0.143677437  0.286157051
#> 
#> 
#> $WSM$A
#> $WSM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97387973 0.02583530  0.93778057   1.00945744
#> lag1_var2 -0.13203749 0.04785778 -0.20269278  -0.06920841
#> lag1_var3 -0.24276445 0.08491082 -0.36794930  -0.13122795
#> lag1_var4  0.22674134 0.08100893  0.12099295   0.34639759
#> const      1.43498662 0.41943145  0.76506380   1.97915732
#> exo1       0.00552546 0.02763443 -0.03781373   0.03412014
#> exo2      -0.04030430 0.01721307 -0.06919720  -0.02046630
#> exo3      -0.07557005 0.02392636 -0.10423355  -0.04014844
#> 
#> $WSM$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.8201071 0.3660333   0.34474799    1.3134143
#> lag1_var2 -2.0981782 1.1278893  -3.87283876   -0.6003891
#> lag1_var3 -5.3576763 1.9939868  -8.43976474   -2.6592821
#> lag1_var4  5.1649044 1.9040280   2.59223097    8.1072019
#> const     -4.9135584 4.3402171 -10.94585279    0.9198173
#> exo1      -0.2599943 0.3934243  -0.75860504    0.2849376
#> exo2       0.5417516 0.3463260   0.01426842    0.9862996
#> exo3       0.6607565 0.7277338  -0.23447425    1.7966525
#> 
#> $WSM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4826843 0.4553878 -0.17500351   1.01022488
#> lag1_var2 -1.6648973 1.2596753 -3.51774836  -0.01820418
#> lag1_var3 -1.8551686 2.1790606 -5.11337878   0.95917477
#> lag1_var4  2.7440495 2.0758033  0.06146038   5.84388178
#> const     -3.4466878 3.7861331 -8.18293111   2.07763784
#> exo1       0.0176845 0.3476463 -0.48574985   0.47127409
#> exo2      -1.1712637 0.4818417 -1.53724046  -0.32263177
#> exo3      -0.3624419 0.4619559 -0.90604884   0.37654492
#> 
#> $WSM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.98286447 0.3786097   0.5550303    1.5386508
#> lag1_var2 -3.35753714 1.1507474  -5.3716296   -2.2146539
#> lag1_var3 -5.75602962 2.0147011  -9.3026750   -3.8176673
#> lag1_var4  6.54170412 1.9186698   4.6999388    9.9157915
#> const     -7.23917240 3.7827811 -12.8897706   -1.9728572
#> exo1      -0.11837057 0.3992338  -0.6822085    0.4702521
#> exo2      -0.99783760 0.4819439  -1.3624655   -0.1214207
#> exo3      -0.03561002 0.5637284  -0.7398244    0.7482435
#> 
#> 
#> 
#> $YEM
#> $YEM$Sigma
#> $YEM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003838093 0.001181463 0.002835262  0.005990521
#> 
#> $YEM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04002202 0.01362242 -0.06463836  -0.03052423
#> Sigma[2,2]  0.56437822 0.17937599  0.44948275   0.86467784
#> 
#> $YEM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04611669 0.01542839  0.03462557   0.07473442
#> Sigma[3,2] -0.58689818 0.18789306 -0.91323490  -0.44653776
#> Sigma[3,3]  0.73456080 0.20901254  0.55175333   1.09658957
#> 
#> $YEM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03833665 0.01287032  0.02849501   0.06217971
#> Sigma[4,2] -0.46512248 0.15263699 -0.72963788  -0.33503981
#> Sigma[4,3]  0.63122755 0.17247732  0.47171896   0.92564569
#> Sigma[4,4]  0.55925278 0.14320418  0.42270027   0.79829997
#> 
#> 
#> $YEM$A
#> $YEM$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.89538241 0.04131765  0.863677002   0.96566502
#> lag1_var2  0.05073566 0.03150116  0.021119263   0.09768639
#> lag1_var3  0.10081042 0.09586002 -0.004202793   0.23315210
#> lag1_var4 -0.07295706 0.08784803 -0.190317406   0.02745254
#> const      1.30446721 1.01749384 -0.477900761   2.27027951
#> exo1       0.06063714 0.08367644 -0.040896159   0.17452232
#> exo2      -0.04210454 0.05617980 -0.131116958   0.02205643
#> exo3       0.01848667 0.08144434 -0.091886721   0.13838011
#> 
#> $YEM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7520626 0.3997784   0.1541847    1.2827787
#> lag1_var2 -0.2038745 0.4309928  -0.9045416    0.2412586
#> lag1_var3 -2.6371368 1.1910306  -4.5355807   -1.3338841
#> lag1_var4  2.1916417 1.0517509   1.0238777    3.8456899
#> const      2.0030551 9.3440546  -8.9639675   17.1715726
#> exo1      -0.7423877 1.0465130  -2.2890088    0.4054679
#> exo2       0.6350192 0.7807480  -0.5950326    1.5925717
#> exo3       0.5814160 0.9092613  -0.4420524    2.0398162
#> 
#> $YEM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.2024859 0.3562890  -1.6356001   -0.6337093
#> lag1_var2  1.8113284 0.4911490   1.2447340    2.5951957
#> lag1_var3  5.3453626 1.3730880   3.8063174    7.4493663
#> lag1_var4 -3.6844169 1.2259960  -5.5522235   -2.3062863
#> const      0.9792354 8.3435163 -10.6570703   10.2195974
#> exo1       0.8199665 1.1352550  -0.5913183    2.4068512
#> exo2      -0.2348643 0.7596889  -1.2828124    0.7411266
#> exo3      -0.5277334 1.1704452  -2.3258845    1.0665240
#> 
#> $YEM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.09693889 0.2642969  -1.4103534   -0.6700246
#> lag1_var2  1.68542706 0.4291975   1.1632820    2.3663228
#> lag1_var3  4.14598691 1.2001098   2.7471412    6.0365818
#> lag1_var4 -2.53000050 1.0758841  -4.2215383   -1.3286025
#> const      0.88444250 6.5697269  -7.8518858    9.2474714
#> exo1       0.66262475 0.9460252  -0.5570532    1.9366426
#> exo2      -0.04806721 0.6415720  -0.9250292    0.8544879
#> exo3      -0.39818349 1.0490586  -1.9426181    1.1003977
#> 
#> 
#> 
#> $ZAF
#> $ZAF$Sigma
#> $ZAF$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008159483 0.0001694058 0.0005516653  0.001031814
#> 
#> $ZAF$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02436844 0.004581384 -0.03013432  -0.01720131
#> Sigma[2,2]  1.36623756 0.267770123  1.00405103   1.73690190
#> 
#> $ZAF$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01037097 0.00325590  0.006710836   0.01488058
#> Sigma[3,2] -0.58637877 0.14562259 -0.833411819  -0.42732015
#> Sigma[3,3]  0.41683162 0.09142239  0.324461948   0.57697395
#> 
#> $ZAF$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.003657513 0.003014222 -0.008077606 -0.0001924317
#> Sigma[4,2]  0.195615738 0.121936786  0.063484500  0.4041960929
#> Sigma[4,3]  0.134325888 0.050013439  0.067877886  0.1914663421
#> Sigma[4,4]  0.317305243 0.065788152  0.231597625  0.4131556818
#> 
#> 
#> $ZAF$A
#> $ZAF$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.921044272 0.01132177  0.907217600   0.93805131
#> lag1_var2  0.028609819 0.01821198  0.009952158   0.05435740
#> lag1_var3  0.046339295 0.03161347  0.015925442   0.09086548
#> lag1_var4 -0.038216984 0.02620367 -0.075889865  -0.01141269
#> const      1.579706957 0.26896255  1.182524873   1.91521225
#> exo1       0.023454388 0.02697583 -0.012575290   0.05545276
#> exo2      -0.099471602 0.01559667 -0.117872318  -0.07774938
#> exo3       0.008124416 0.03712736 -0.040973312   0.06140832
#> 
#> $ZAF$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  2.9223322  0.6910627   2.2035717   3.96705044
#> lag1_var2 -1.6464125  1.3846401  -3.8763036  -0.09065052
#> lag1_var3 -4.2529573  2.5063238  -8.2744683  -1.44229142
#> lag1_var4  3.1464002  2.0230369   0.9834130   6.44085527
#> const     -8.2386051 16.8053220 -29.6641960  12.40069543
#> exo1      -0.8432906  0.9918252  -2.1526534   0.33954113
#> exo2       1.5899898  0.8355917   0.5497133   2.84868814
#> exo3       4.9644986  1.5631113   2.9988884   7.03170396
#> 
#> $ZAF$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.6709674 0.4724855 -2.13023197   -0.9370913
#> lag1_var2  1.6801003 0.7956327  0.56193596    2.7665644
#> lag1_var3  3.6405760 1.4479152  1.62258737    5.5829209
#> lag1_var4 -2.0223125 1.1653854 -3.60583276   -0.4258864
#> const      4.2573219 7.6151974 -5.04798028   14.5510906
#> exo1       0.4885064 0.4377488 -0.01693601    1.1031505
#> exo2      -4.0904033 0.4975317 -4.85413256   -3.5048734
#> exo3      -2.1818252 0.4811956 -2.91399473   -1.6398835
#> 
#> $ZAF$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.16980126 0.3776614  -0.4444457    0.4934241
#> lag1_var2  0.44303787 0.3479391  -0.1077661    0.8116109
#> lag1_var3  0.63690507 0.6711888  -0.4166943    1.3404021
#> lag1_var4  0.42966408 0.5693794  -0.1704624    1.3333109
#> const     -1.42503301 6.8238644 -11.2489035    7.4395011
#> exo1       0.06164409 0.4517646  -0.5170958    0.5786755
#> exo2      -4.58237941 0.4166490  -5.1207250   -3.9173390
#> exo3       0.50971049 0.7199596  -0.4803892    1.4241104
#> 
#> 
#> 
#> $ZMB
#> $ZMB$Sigma
#> $ZMB$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00123301 0.0002796299 0.0009637857  0.001664091
#> 
#> $ZMB$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] 0.002617072 0.0133449 -0.01368624   0.02152522
#> Sigma[2,2] 2.252524640 0.7200755  1.57822635   3.45685867
#> 
#> $ZMB$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.002259688 0.006654623 -0.01131103  0.007151196
#> Sigma[3,2] -1.176471000 0.363179314 -1.72774567 -0.791171019
#> Sigma[3,3]  0.832566411 0.215463377  0.60997046  1.094271800
#> 
#> $ZMB$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0008291472 0.002572675 -0.0038593083  0.003036099
#> Sigma[4,2]  0.1733387451 0.176080807 -0.0611678909  0.423935098
#> Sigma[4,3]  0.1412363709 0.105089051 -0.0000870743  0.290012025
#> Sigma[4,4]  0.2597177556 0.055665704  0.1838699448  0.335275348
#> 
#> 
#> $ZMB$A
#> $ZMB$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.977753406 0.03465844  0.926196817  1.015682884
#> lag1_var2 -0.006185011 0.06779732 -0.121769760  0.064082756
#> lag1_var3 -0.005093376 0.11668782 -0.204005822  0.117470786
#> lag1_var4 -0.006955933 0.11486626 -0.121373836  0.192130338
#> const      1.312319517 0.79878472  0.173570300  2.361304118
#> exo1       0.012394655 0.02913049 -0.022198219  0.054076034
#> exo2      -0.059902313 0.04520902 -0.112895350  0.002277735
#> exo3       0.033068436 0.03389659  0.003118893  0.089080177
#> 
#> $ZMB$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  -3.5199051  0.8155003   -4.586490   -2.2904553
#> lag1_var2   9.0720066  4.2238275    1.796836   13.3062295
#> lag1_var3  14.3378621  7.0683799    2.208883   21.5511393
#> lag1_var4 -13.3260042  7.1144924  -20.581655   -1.1453090
#> const      26.4168392 22.9067699   -7.997192   55.1264827
#> exo1       -1.6624267  1.4600748   -3.213831    0.7396071
#> exo2        0.8799760  1.6446244   -1.303610    3.1501980
#> exo3       -0.6161812  1.6659925   -2.954336    1.5541170
#> 
#> $ZMB$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   2.2312466  0.4382217   1.6341453    2.8261072
#> lag1_var2  -4.5986248  2.5111843  -7.4266896   -0.7404386
#> lag1_var3  -7.1922333  4.1726485 -11.9231741   -0.8336397
#> lag1_var4   7.5303097  4.1617241   1.1393969   12.1203196
#> const     -15.3289168 11.8203673 -31.5385816    1.5019444
#> exo1        0.5671830  0.9331139  -0.6406038    1.6715390
#> exo2        0.5700860  1.2814386  -1.2724570    2.2371329
#> exo3       -0.3625316  0.8772404  -1.3581502    0.8079012
#> 
#> $ZMB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1306462 0.4176948  -0.4145868   0.70782259
#> lag1_var2  0.4305549 1.2828348  -1.1810182   2.14112306
#> lag1_var3  0.7217008 2.2016085  -2.0804530   3.68151561
#> lag1_var4  0.2333326 2.1329858  -2.5970270   2.99151444
#> const     -0.3343947 6.6872881 -11.5973616   5.88823592
#> exo1      -0.4453606 0.5201944  -1.3349839   0.06749728
#> exo2       1.1621043 0.5387607   0.5134727   1.81605916
#> exo3      -0.7753528 0.4940204  -1.3730590  -0.02053164
#> 
#> 
#> 
#> $ZWE
#> $ZWE$Sigma
#> $ZWE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004668889 0.001661473  0.00294651  0.007476607
#> 
#> $ZWE$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001235931 0.003864432 -0.005605965  0.004752861
#> Sigma[2,2]  0.143960277 0.033081040  0.105309703  0.193238476
#> 
#> $ZWE$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0003371844 0.005205999 -0.007596984  0.005786712
#> Sigma[3,2] -0.1410087661 0.033764311 -0.190743471 -0.098128335
#> Sigma[3,3]  0.2440178980 0.030440381  0.203740751  0.281876947
#> 
#> $ZWE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0005178013 0.003981778 -0.006067531  0.004665745
#> Sigma[4,2] -0.0505505756 0.017691830 -0.074863542 -0.030559625
#> Sigma[4,3]  0.1658190630 0.033026521  0.121069621  0.214585908
#> Sigma[4,4]  0.1455293740 0.038907011  0.098432664  0.204162953
#> 
#> 
#> $ZWE$A
#> $ZWE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.84315596 0.08490876  0.75691862   0.97510919
#> lag1_var2  0.08913128 0.24286932 -0.21100970   0.40628789
#> lag1_var3  0.10590514 0.36429992 -0.33266842   0.58383793
#> lag1_var4 -0.07838893 0.35746204 -0.55026539   0.33586218
#> const      1.79162340 1.12089351  0.36799534   3.35475074
#> exo1      -0.20548784 0.05862258 -0.29542031  -0.12499235
#> exo2      -0.10718739 0.04633300 -0.15703238  -0.03991885
#> exo3       0.07952559 0.05014298  0.01351426   0.14793224
#> 
#> $ZWE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05085262 0.4368476 -0.46973595    0.7133452
#> lag1_var2  0.23754806 1.0822578 -1.06971824    1.6576418
#> lag1_var3 -1.14767399 1.5828493 -3.01599708    0.9407125
#> lag1_var4  1.15289084 1.4684481 -0.82571076    2.8734409
#> const     -1.45681720 5.1271110 -6.74758415    7.5426957
#> exo1       0.35205030 0.2407713  0.04042132    0.7137856
#> exo2       1.24257207 0.4414890  0.84352171    1.9646056
#> exo3       0.86466958 0.2513838  0.58573290    1.2811083
#> 
#> $ZWE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5375073 0.2920420  -0.9845629   -0.2138910
#> lag1_var2  2.7665032 0.8823345   1.2931764    3.6546476
#> lag1_var3  5.0047097 1.2971647   2.9017363    6.4019560
#> lag1_var4 -3.9517244 1.2196469  -5.2108570   -1.9870150
#> const      8.4644190 4.6079561   1.9513540   13.9765258
#> exo1      -0.2358165 0.3887832  -0.6312443    0.3644422
#> exo2      -2.1519329 0.5350225  -2.9958863   -1.6368656
#> exo3      -0.5426911 0.2956997  -0.9630124   -0.1516695
#> 
#> $ZWE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.55346363 0.2611264  -0.8841353   -0.2097242
#> lag1_var2  2.63043630 0.7456885   1.6557876    3.5302734
#> lag1_var3  3.78384843 1.1080033   2.3179748    5.0980264
#> lag1_var4 -2.70774371 1.0695825  -3.9675639   -1.2526435
#> const      7.30270638 5.0484930   0.7597794   14.0780916
#> exo1      -0.00586649 0.3276471  -0.4285961    0.4587606
#> exo2      -1.46657178 0.3102129  -2.0107576   -1.1624423
#> exo3       0.01156823 0.2027558  -0.1589638    0.3248246
#> 
#> 
#>