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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] 0.002641894 0.0005540728 0.002112229  0.003560491
#> 
#> $AFG$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.005182978 0.004484188 -0.01201201 -0.0004461765
#> Sigma[2,2]  0.193310013 0.045324683  0.14421701  0.2609166671
#> 
#> $AFG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004888881 0.006573341 -0.004778097   0.01320486
#> Sigma[3,2] -0.192238088 0.063246491 -0.276426168  -0.10547367
#> Sigma[3,3]  0.408718992 0.098905838  0.258419029   0.53027899
#> 
#> $AFG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002719303 0.006016488 -0.006829436  0.009214813
#> Sigma[4,2] -0.123797865 0.059445365 -0.207809088 -0.039416625
#> Sigma[4,3]  0.374570882 0.090289599  0.244617750  0.498447128
#> Sigma[4,4]  0.370781789 0.081448110  0.264168242  0.490868796
#> 
#> 
#> $AFG$A
#> $AFG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96603568 0.02097383  0.94257948   0.99777177
#> lag1_var2 -0.02249889 0.02201308 -0.04835608   0.01035321
#> lag1_var3 -0.02543085 0.05916033 -0.07786672   0.07171252
#> lag1_var4  0.02962354 0.05969196 -0.06819638   0.08376913
#> const      0.73426811 0.22617701  0.38190646   0.93996191
#> 
#> $AFG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2022943 0.1911847  0.01464155    0.5152296
#> lag1_var2  0.7989178 0.2346278  0.55090000    1.1830808
#> lag1_var3 -0.5223999 0.5477833 -1.11711992    0.3562536
#> lag1_var4  0.4044164 0.5000293 -0.37144389    0.9713544
#> const      0.6686441 1.8963250 -1.91694112    3.3823188
#> 
#> $AFG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.02735979 0.2203444  -0.3866936    0.1527163
#> lag1_var2 -0.10778276 0.3211512  -0.4646488    0.4059422
#> lag1_var3  1.68372590 0.7620240   0.6602598    2.7788358
#> lag1_var4 -0.65557354 0.7228406  -1.7023374    0.3132980
#> const      2.58227772 2.4275767  -1.1471422    5.1354431
#> 
#> $AFG$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08096106 0.1739110  -0.1925422    0.2666675
#> lag1_var2 -0.07465104 0.3031848  -0.4647210    0.4095870
#> lag1_var3  0.83300049 0.7698774  -0.3462515    1.8296371
#> lag1_var4  0.18969284 0.7454341  -0.7689194    1.3259884
#> const      0.69742104 2.4012241  -2.4856231    4.0814685
#> 
#> 
#> 
#> $AGO
#> $AGO$Sigma
#> $AGO$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005832517 0.001504995 0.004336676  0.008239409
#> 
#> $AGO$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01435845 0.005558944 -0.02153694 -0.008044274
#> Sigma[2,2]  0.10538439 0.029162802  0.06925653  0.147021103
#> 
#> $AGO$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01151435 0.004626072  0.005620765   0.01813219
#> Sigma[3,2] -0.07025771 0.022875074 -0.107791062  -0.04930330
#> Sigma[3,3]  0.12368022 0.032958119  0.088027956   0.16616230
#> 
#> $AGO$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0008379853 0.004604446 -0.003774253  0.008475133
#> Sigma[4,2] 0.0108147585 0.027657866 -0.025083765  0.047162536
#> Sigma[4,3] 0.0837354900 0.027749841  0.051715168  0.122427925
#> Sigma[4,4] 0.1090480050 0.025155382  0.082088123  0.147969988
#> 
#> 
#> $AGO$A
#> $AGO$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0289230 0.03828602   0.9813230   1.07731044
#> lag1_var2 -0.1915488 0.13247217  -0.3953853  -0.03536737
#> lag1_var3 -0.2719769 0.17881472  -0.5398054  -0.05307484
#> lag1_var4  0.2565675 0.17314594   0.0506598   0.51946289
#> const      0.2221945 0.42361600  -0.3759656   0.65503710
#> 
#> $AGO$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.03485952 0.1265550 -0.129323148   0.19740437
#> lag1_var2  0.27717532 0.4002920 -0.218453975   0.83072471
#> lag1_var3 -0.68547359 0.5557707 -1.422493827   0.05342823
#> lag1_var4  0.72518308 0.5373363 -0.005116194   1.43139621
#> const     -0.76895533 2.5660850 -4.596809269   2.51921710
#> 
#> $AGO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2549362 0.1186572  -0.3842121  -0.08104981
#> lag1_var2  0.9910634 0.4406060   0.4772309   1.68891888
#> lag1_var3  1.9984574 0.5828310   1.3221292   2.89481834
#> lag1_var4 -1.0280064 0.5696159  -1.9178193  -0.35987793
#> const      4.8932522 2.4265019   1.6860880   8.28411783
#> 
#> $AGO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2816319 0.1261397 -0.48082603    -0.156025
#> lag1_var2  0.7711539 0.5501303  0.08566775     1.470461
#> lag1_var3  0.8836664 0.6962497 -0.01346556     1.815150
#> lag1_var4  0.1579799 0.6962742 -0.76408930     1.066595
#> const      2.1753986 2.5330379 -1.00377885     5.630852
#> 
#> 
#> 
#> $ALB
#> $ALB$Sigma
#> $ALB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001810692 0.0003959264 0.001352325  0.002406471
#> 
#> $ALB$Sigma$equation2
#>                 mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.065870 0.03213673  -0.1121115  -0.02408793
#> Sigma[2,2]  8.255315 2.15141023   6.5677102  11.98540113
#> 
#> $ALB$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.03239205 0.02651881 -0.004600157   0.07074297
#> Sigma[3,2] -4.92189008 1.43418260 -7.466394398  -3.69671621
#> Sigma[3,3]  4.89176307 0.99615259  3.833233003   6.32704560
#> 
#> $ALB$Sigma$equation4
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0107660 0.01352116 -0.02966387   0.00772694
#> Sigma[4,2]  0.3378644 0.88057773 -0.70140461   1.76699406
#> Sigma[4,3]  2.1226917 0.75453849  1.29907345   3.23136371
#> Sigma[4,4]  2.7834422 1.02179863  1.91039107   4.41590680
#> 
#> 
#> $ALB$A
#> $ALB$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.99627708 0.02413538  0.960594599  1.029473069
#> lag1_var2 -0.03278944 0.03213489 -0.070268508  0.006429677
#> lag1_var3 -0.06418446 0.05257154 -0.127197250  0.002402989
#> lag1_var4  0.05210873 0.04660831 -0.007032528  0.109284260
#> const      0.75468372 0.32333467  0.350880513  1.241748547
#> 
#> $ALB$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -3.746728  1.221417 -5.54801401    -2.279037
#> lag1_var2  4.594266  1.860158  2.32642318     7.415703
#> lag1_var3  7.001147  2.928629  3.25998199    11.284581
#> lag1_var4 -5.733785  2.544695 -9.47486464    -2.466735
#> const     19.961721 13.936723 -0.04583006    37.497700
#> 
#> $ALB$A$equation3
#>                mean        sd  5% quantile 95% quantile
#> lag1_var1  2.340658  1.028509   1.12658056    3.8641977
#> lag1_var2 -1.859585  1.424252  -3.82863888    0.1011575
#> lag1_var3 -2.775310  2.259428  -5.88024128    0.4807169
#> lag1_var4  2.912848  1.994450   0.06962855    5.6244289
#> const     -8.737835 12.629376 -26.57331865    8.3254548
#> 
#> $ALB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0663895 0.7469353  -0.9023276     1.007588
#> lag1_var2  0.7068811 1.0302248  -0.8921415     1.834744
#> lag1_var3  1.1407540 1.6708646  -1.5086848     2.817984
#> lag1_var4 -0.1528169 1.4666570  -1.7161307     2.135058
#> const      1.8254555 6.9339483  -9.2718219     9.040464
#> 
#> 
#> 
#> $ARE
#> $ARE$Sigma
#> $ARE$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001280105 0.0003117068 0.0009228391  0.001766783
#> 
#> $ARE$Sigma$equation2
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00692992 0.00197257 -0.009203844 -0.003952767
#> Sigma[2,2]  0.17523803 0.02645577  0.139132991  0.209924273
#> 
#> $ARE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007298501 0.003215971  0.003075738   0.01156706
#> Sigma[3,2] -0.143730131 0.048849832 -0.200871691  -0.07065009
#> Sigma[3,3]  0.294704888 0.063175850  0.224985336   0.39665792
#> 
#> $ARE$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.001767950 0.002215938 -0.00100504  0.004757868
#> Sigma[4,2] -0.002310648 0.043198391 -0.05253520  0.059641871
#> Sigma[4,3]  0.180684506 0.036694489  0.13583118  0.238192019
#> Sigma[4,4]  0.181052489 0.035270143  0.14083924  0.237733948
#> 
#> 
#> $ARE$A
#> $ARE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94263309 0.03437919  0.90859116   0.99635199
#> lag1_var2  0.08638581 0.09746900 -0.07003679   0.19297624
#> lag1_var3  0.08830267 0.11574539 -0.09560114   0.21278591
#> lag1_var4 -0.08359813 0.10932563 -0.20081481   0.09033263
#> const      1.13807911 0.36702624  0.53141525   1.49947774
#> 
#> $ARE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3089070 0.2697058 -0.08228903   0.65707356
#> lag1_var2 -0.3483637 0.6976428 -1.39005004   0.63708621
#> lag1_var3 -1.2390353 0.8480895 -2.46377207  -0.06030761
#> lag1_var4  1.1895492 0.8147544  0.10244307   2.37436357
#> const     -3.3291806 3.0657600 -8.34310790   0.15294374
#> 
#> $ARE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1812174 0.4920057  -0.8386692    0.4601246
#> lag1_var2  0.6142185 1.5769528  -0.9197925    3.1808225
#> lag1_var3  1.4514594 1.9850145  -0.6586898    4.6278987
#> lag1_var4 -0.4379173 1.8990781  -3.5094987    1.5364507
#> const      3.2990918 5.4138764  -3.2248899   11.0752499
#> 
#> $ARE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06039647 0.4344623  -0.5609089    0.5937158
#> lag1_var2  0.09660135 1.2441918  -1.0305303    2.1732124
#> lag1_var3  0.17941741 1.6081505  -1.4683100    2.7981661
#> lag1_var4  0.81332424 1.5266380  -1.6967709    2.3438580
#> const     -0.67513937 4.7874688  -5.7516881    7.1010826
#> 
#> 
#> 
#> $ARG
#> $ARG$Sigma
#> $ARG$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00266072 0.0007213214 0.001843619  0.003735565
#> 
#> $ARG$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06365869 0.01720449 -0.08737114  -0.04051819
#> Sigma[2,2]  3.19275294 0.68563998  2.23382348   4.13606344
#> 
#> $ARG$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.06206543 0.01630871  0.04029203   0.08408422
#> Sigma[3,2] -2.39133329 0.69484644 -3.15847847  -1.24865187
#> Sigma[3,3]  2.71655500 0.81766563  1.93170662   4.05645070
#> 
#> $ARG$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02668738 0.01056622  0.01740047   0.04424662
#> Sigma[4,2] -0.50428536 0.48763654 -1.12908919   0.23241340
#> Sigma[4,3]  1.41545858 0.63053287  0.89812669   2.46964168
#> Sigma[4,4]  1.24440051 0.60030473  0.80606502   2.31272549
#> 
#> 
#> $ARG$A
#> $ARG$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8798671 0.02912798   0.8453060    0.9197063
#> lag1_var2  0.2037086 0.06453082   0.1048503    0.2916968
#> lag1_var3  0.3367861 0.10556040   0.1772595    0.4815172
#> lag1_var4 -0.3103965 0.09914394  -0.4479366   -0.1616026
#> const      1.6608828 0.34329833   1.2197335    2.0826615
#> 
#> $ARG$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.4582533  0.9817324  -2.7518933   -0.1315647
#> lag1_var2  1.5989436  1.7524957  -0.7636163    4.0542327
#> lag1_var3  1.4508394  2.9510529  -2.5402664    5.4633533
#> lag1_var4 -0.8248932  2.6993806  -4.6202798    2.8073445
#> const      4.2542289 10.8355040 -11.4028734   15.5165256
#> 
#> $ARG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04901703  1.066582  -1.3383138    1.7358055
#> lag1_var2  2.94117103  2.311970  -0.1082347    6.3955217
#> lag1_var3  5.44885919  3.815698   0.3633811   11.1582370
#> lag1_var4 -4.71218000  3.536772 -10.0107977   -0.1530772
#> const     12.18081683 10.758320  -3.2891815   26.0605719
#> 
#> $ARG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9671761 0.9279085   -2.350719    0.1890412
#> lag1_var2  4.0014791 1.9982040    2.059133    7.0217322
#> lag1_var3  6.4614964 3.2807496    3.294862   11.4487451
#> lag1_var4 -5.2818226 3.0461691   -9.867833   -2.4067767
#> const     14.3769662 9.2420511    4.309678   28.1938973
#> 
#> 
#> 
#> $ARM
#> $ARM$Sigma
#> $ARM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008554412 0.002517868 0.005768236   0.01262793
#> 
#> $ARM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] 0.006626962 0.02364464 -0.01373924   0.04572132
#> Sigma[2,2] 0.746249401 0.19454116  0.51329496   1.03713169
#> 
#> $ARM$Sigma$equation3
#>                   mean         sd 5% quantile  95% quantile
#> Sigma[3,1] -0.01455571 0.01821847 -0.04457551 -0.0002953796
#> Sigma[3,2] -0.44624691 0.15245992 -0.68648214 -0.2965204897
#> Sigma[3,3]  0.38846846 0.11190902  0.27403549  0.5722747296
#> 
#> $ARM$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01060606 0.006040182 -0.01963571 -0.002586309
#> Sigma[4,2]  0.02454792 0.062743305 -0.05191491  0.123436045
#> Sigma[4,3]  0.12048539 0.036965129  0.07099972  0.169033795
#> Sigma[4,4]  0.15143843 0.030521821  0.11745605  0.191193981
#> 
#> 
#> $ARM$A
#> $ARM$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9172229 0.03660415  0.88055739    0.9725671
#> lag1_var2  0.1149430 0.11063426 -0.03779605    0.2448830
#> lag1_var3  0.1392868 0.17430819 -0.10259536    0.3478591
#> lag1_var4 -0.1367583 0.17300487 -0.34568167    0.1011272
#> const      1.4490644 0.67055803  0.53854140    2.3149419
#> 
#> $ARM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4618388 0.3120717  -0.9370531   -0.1146003
#> lag1_var2  1.8385794 0.7040798   1.0307065    2.8758286
#> lag1_var3  1.5877367 1.1499885   0.3044698    3.2446008
#> lag1_var4 -1.4504839 1.1302859  -3.0641768   -0.1146655
#> const      3.5931179 5.1270945  -3.0908608   10.7778276
#> 
#> $ARM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2958505 0.1949810  0.06610568    0.6169025
#> lag1_var2 -0.1274985 0.5508494 -0.83199055    0.6575160
#> lag1_var3  0.6020466 0.8974514 -0.55138113    1.8798762
#> lag1_var4  0.2298757 0.8845115 -1.04187657    1.3573605
#> const      2.2588061 3.7200602 -2.77079626    7.4757759
#> 
#> $ARM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.00375557 0.1734071  -0.2601852    0.2055821
#> lag1_var2  0.68346276 0.3095764   0.3869584    1.1803645
#> lag1_var3  1.04937433 0.4774527   0.5927316    1.8360425
#> lag1_var4 -0.10104747 0.4545751  -0.8341415    0.3534812
#> const      2.61674602 3.2261114  -1.6014063    6.6228025
#> 
#> 
#> 
#> $AUS
#> $AUS$Sigma
#> $AUS$Sigma$equation1
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0002902252 9.56658e-05 0.000167257 0.0004254259
#> 
#> $AUS$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007657684 0.003168487 -0.01195071  -0.00340533
#> Sigma[2,2]  0.423673822 0.132707633  0.25560450   0.64044180
#> 
#> $AUS$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00692383 0.002684276  0.003537068   0.01054271
#> Sigma[3,2] -0.40711361 0.105554665 -0.561591710  -0.26631346
#> Sigma[3,3]  0.47268766 0.087389311  0.345027722   0.56730315
#> 
#> $AUS$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002149665 0.001042133  0.0007303058  0.003737535
#> Sigma[4,2] -0.144268780 0.034024291 -0.1846070807 -0.093932104
#> Sigma[4,3]  0.223675552 0.033545182  0.1804422532  0.273193369
#> Sigma[4,4]  0.138111693 0.019836923  0.1098398890  0.163729625
#> 
#> 
#> $AUS$A
#> $AUS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98597666 0.01445962  0.96606428  1.006029082
#> lag1_var2 -0.03248177 0.03503296 -0.09289834  0.005295835
#> lag1_var3 -0.04968765 0.05619946 -0.14750737  0.010290422
#> lag1_var4  0.04419749 0.05357368 -0.01455529  0.138113032
#> const      0.77500645 0.18228940  0.53013190  1.033856905
#> 
#> $AUS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7853525 0.5971947  -1.6035304   0.08197451
#> lag1_var2  1.7238639 1.8677381  -0.7139289   4.35327141
#> lag1_var3  1.2823491 3.0519161  -2.7436424   5.60000937
#> lag1_var4 -1.0149677 2.9391038  -5.2037399   2.84790285
#> const      4.9559302 9.8203721  -9.0309834  16.84811047
#> 
#> $AUS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8653360 0.5793077   0.1692699     1.701757
#> lag1_var2 -0.3152541 1.8073047  -3.1049806     1.705437
#> lag1_var3  0.5846661 2.9175345  -3.9253012     3.946263
#> lag1_var4  0.0317249 2.8153012  -3.3125453     4.396202
#> const      1.2783652 8.9118863 -10.0290058    12.295285
#> 
#> $AUS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3880308 0.3130295 -0.06236346    0.7586335
#> lag1_var2  0.5262382 0.8455770 -0.65673109    1.6710239
#> lag1_var3  1.0148578 1.3395613 -0.85064912    2.9034929
#> lag1_var4 -0.2137810 1.2889019 -2.11236265    1.5802249
#> const      2.9617852 3.8386948 -1.10443554    8.4763293
#> 
#> 
#> 
#> $AUT
#> $AUT$Sigma
#> $AUT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004092212 9.330628e-05 0.0003085731 0.0005417085
#> 
#> $AUT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001370199 0.001808399 -0.003901602 0.0008961102
#> Sigma[2,2]  0.296518907 0.080464242  0.211903456 0.4147957219
#> 
#> $AUT$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001792673 0.002713105 -0.001833251  0.005194101
#> Sigma[3,2] -0.246079832 0.071370475 -0.356998878 -0.171737770
#> Sigma[3,3]  0.455570594 0.125378102  0.290536168  0.654876030
#> 
#> $AUT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001009885 0.002241658 -0.001743596  0.003766162
#> Sigma[4,2] -0.072482350 0.038006521 -0.116503100 -0.010096165
#> Sigma[4,3]  0.325930370 0.106151010  0.183245638  0.477874377
#> Sigma[4,4]  0.298885739 0.104733031  0.167548044  0.460627064
#> 
#> 
#> $AUT$A
#> $AUT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96791306 0.02166842  0.93712935   0.99363200
#> lag1_var2  0.03947913 0.05536490 -0.03119028   0.11797762
#> lag1_var3  0.03369369 0.09028884 -0.08056806   0.16275463
#> lag1_var4 -0.03779524 0.08512519 -0.15890826   0.07279638
#> const      1.01719548 0.22000775  0.81594539   1.36792656
#> 
#> $AUT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2110402 0.5203498  -0.7899028    0.5741014
#> lag1_var2  0.2373059 1.3950740  -1.5743750    2.3684930
#> lag1_var3 -0.2573747 2.1723338  -3.2309207    2.8794822
#> lag1_var4  0.3908177 2.0608866  -2.6580703    3.1534606
#> const      0.7550703 5.4798051  -7.3102914    7.7142339
#> 
#> $AUT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5965763 0.5889645   -0.315185     1.399115
#> lag1_var2  0.3266890 1.7356193   -2.143200     2.569758
#> lag1_var3  0.7987644 2.6843499   -2.976478     4.211414
#> lag1_var4 -0.1130154 2.5602608   -3.322324     3.541098
#> const      0.7964025 7.1005644   -8.321397    11.836688
#> 
#> $AUT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4961259 0.3912423  0.01490523     1.055619
#> lag1_var2  0.2070302 1.1995991 -1.70589246     1.525732
#> lag1_var3  0.1980903 1.8545658 -2.76539226     2.087976
#> lag1_var4  0.5832536 1.7743014 -1.25944960     3.405046
#> const     -0.4000354 4.8993093 -6.75088013     6.828939
#> 
#> 
#> 
#> $AZE
#> $AZE$Sigma
#> $AZE$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00443777 0.001265917 0.003077579  0.006662657
#> 
#> $AZE$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00260579 0.004619332 -0.00803925  0.003712247
#> Sigma[2,2]  0.29858922 0.066578030  0.22967032  0.408864029
#> 
#> $AZE$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01378479 0.01452897 -0.03562846   0.00339915
#> Sigma[3,2] -0.28567486 0.10087855 -0.42729436  -0.17688909
#> Sigma[3,3]  1.04643561 0.38945550  0.58267212   1.61775769
#> 
#> $AZE$Sigma$equation4
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01627454 0.0141473 -0.03711008  0.001942442
#> Sigma[4,2] -0.07114268 0.0895992 -0.18050513  0.038525595
#> Sigma[4,3]  0.91676202 0.3993779  0.46404292  1.545338142
#> Sigma[4,4]  0.95177449 0.4193480  0.52291212  1.630189839
#> 
#> 
#> $AZE$A
#> $AZE$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96627402 0.01393122  0.948906730   0.98658218
#> lag1_var2  0.11534477 0.04350016  0.048112115   0.16539033
#> lag1_var3  0.09783102 0.05684414  0.009998388   0.16732202
#> lag1_var4 -0.10659403 0.05509788 -0.172260777  -0.02127877
#> const      1.14033229 0.23681883  0.778892608   1.40437204
#> 
#> $AZE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03540846 0.1911431  -0.1788946    0.3342972
#> lag1_var2 -0.26873542 0.5458512  -1.1047857    0.3716897
#> lag1_var3 -1.34281068 0.7538930  -2.4858220   -0.4496031
#> lag1_var4  1.37825740 0.7264102   0.5168901    2.4754698
#> const     -1.05603547 4.2755258  -7.0388885    4.6920539
#> 
#> $AZE$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.6335417 0.4270767   0.05683807    1.2445420
#> lag1_var2 -1.6853105 1.1040164  -3.09909213   -0.1498466
#> lag1_var3 -0.9792412 1.5739441  -3.05975619    1.1835976
#> lag1_var4  1.8702204 1.4993064  -0.20301995    3.8432286
#> const     -5.8073177 7.2000927 -17.13563262    1.8708127
#> 
#> $AZE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7125963 0.4039296   0.2072346    1.3463114
#> lag1_var2 -2.4786355 1.0332637  -3.6954538   -1.1422571
#> lag1_var3 -2.7355293 1.4765241  -4.5536953   -0.8274715
#> lag1_var4  3.6736331 1.4092581   1.8611729    5.4097229
#> const     -9.1660453 6.8594571 -20.3386172   -2.7759654
#> 
#> 
#> 
#> $BDI
#> $BDI$Sigma
#> $BDI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007951001 0.0002088707 0.0006151679   0.00117594
#> 
#> $BDI$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0004903126 0.001151259 -0.001322829  0.001529214
#> Sigma[2,2] 0.0342950277 0.007926714  0.023554624  0.044543786
#> 
#> $BDI$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.0003126265 0.002596497 -0.00370699  0.003215339
#> Sigma[3,2] -0.0583362944 0.015436638 -0.07542140 -0.035746897
#> Sigma[3,3]  0.1693697013 0.039377506  0.10831733  0.213906037
#> 
#> $BDI$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.000123317 0.001915759 -0.002554658  0.002403908
#> Sigma[4,2] -0.032751895 0.010802847 -0.044214190 -0.014976724
#> Sigma[4,3]  0.127964674 0.029429582  0.083245010  0.162330989
#> Sigma[4,4]  0.105782199 0.022469532  0.074106000  0.134339482
#> 
#> 
#> $BDI$A
#> $BDI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.986344175 0.03182820  0.93749168    1.0301985
#> lag1_var2  0.010985132 0.07447694 -0.09757882    0.1000216
#> lag1_var3  0.007495253 0.10189320 -0.14359087    0.1376585
#> lag1_var4 -0.015153278 0.09742242 -0.13816745    0.1291390
#> const      0.915647588 0.33751267  0.48642016    1.4513455
#> 
#> $BDI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09765663 0.1483026  -0.1217880    0.2706159
#> lag1_var2 -0.12037281 0.4866247  -0.7554532    0.5895371
#> lag1_var3 -1.29754022 0.6679505  -2.1673583   -0.3255307
#> lag1_var4  1.29318118 0.6496882   0.3504639    2.1434447
#> const     -1.70536628 1.8459669  -4.0283677    0.9057626
#> 
#> $BDI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1367770 0.3944738  -0.3696626    0.6592628
#> lag1_var2  0.2177792 1.2782012  -1.5248906    1.7828843
#> lag1_var3  1.4588923 1.7340783  -0.8769727    3.5949737
#> lag1_var4 -0.5239228 1.6856829  -2.5954056    1.7478470
#> const      2.4267999 4.8217434  -3.7049790    8.5658758
#> 
#> $BDI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2193053 0.3276379  -0.1962619    0.6618461
#> lag1_var2 -0.1651427 1.0498782  -1.4608445    1.0908741
#> lag1_var3  0.0773603 1.4264147  -1.7282813    1.7977290
#> lag1_var4  0.8722716 1.3859484  -0.7942371    2.6179430
#> const     -0.4579275 4.0000202  -5.6156250    4.5979630
#> 
#> 
#> 
#> $BEL
#> $BEL$Sigma
#> $BEL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004187746 9.909602e-05 0.0002860644 0.0005560837
#> 
#> $BEL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002838372 0.002301484 -0.006375962 0.0001626771
#> Sigma[2,2]  0.552572918 0.105282538  0.408046500 0.6978254197
#> 
#> $BEL$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0061452 0.002743632  0.002383954  0.009888588
#> Sigma[3,2] -0.2523820 0.081576376 -0.371636030 -0.129500964
#> Sigma[3,3]  0.3652307 0.110185374  0.250379829  0.545261564
#> 
#> $BEL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.004954363 0.002196056  0.002326053  0.008114094
#> Sigma[4,2] 0.041347739 0.067315098 -0.048422529  0.132292483
#> Sigma[4,3] 0.249293387 0.096626419  0.148854915  0.410333090
#> Sigma[4,4] 0.291152574 0.091492072  0.168600902  0.433189957
#> 
#> 
#> $BEL$A
#> $BEL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.962861553 0.02288693  0.93061529   0.99254914
#> lag1_var2  0.008581417 0.03591844 -0.03685125   0.05732906
#> lag1_var3  0.009476898 0.06614469 -0.07823505   0.09682277
#> lag1_var4 -0.006501616 0.05918770 -0.08693726   0.07211700
#> const      0.826197405 0.22673429  0.55336011   1.15868261
#> 
#> $BEL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3291646 0.7839103  -0.6730026    1.2603927
#> lag1_var2  1.2201529 1.1431804   0.1071272    3.0862517
#> lag1_var3  0.9577439 2.0191680  -0.9091329    4.3420656
#> lag1_var4 -1.1541462 1.7818770  -4.1838411    0.5510489
#> const      3.5668032 7.7571030  -4.8851535   14.2277303
#> 
#> $BEL$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.129710436 0.5946895  -0.8077516    0.8264832
#> lag1_var2 -0.004290837 0.8452073  -1.2178997    1.1120156
#> lag1_var3  0.674347180 1.6245304  -1.6047859    2.8932440
#> lag1_var4  0.363977042 1.4602793  -1.6716787    2.3739858
#> const      0.391579013 6.2939420  -8.1893588    9.7956728
#> 
#> $BEL$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.0599568 0.5851712  -0.7776945    0.7299343
#> lag1_var2 0.3479653 0.7834308  -0.6336396    1.3996655
#> lag1_var3 0.6194603 1.5102642  -1.2724754    2.5898288
#> lag1_var4 0.3423747 1.3233518  -1.3561781    1.9915155
#> const     0.3878056 5.6658376  -5.4447708    8.8228106
#> 
#> 
#> 
#> $BEN
#> $BEN$Sigma
#> $BEN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002792851 6.300571e-05 0.0001862624   0.00035855
#> 
#> $BEN$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001409735 0.001052918 -0.003071286 -0.0004003716
#> Sigma[2,2]  0.083548925 0.018560995  0.058076647  0.1094697954
#> 
#> $BEN$Sigma$equation3
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0003496852 0.00119375 -0.00113731  0.002172963
#> Sigma[3,2] -0.0493736895 0.02605935 -0.08863573 -0.015255682
#> Sigma[3,3]  0.2221857771 0.04224175  0.17267328  0.290277469
#> 
#> $BEN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0006820945 0.001606806 -0.003103891  0.001283597
#> Sigma[4,2]  0.0105057786 0.029587412 -0.018998116  0.055739994
#> Sigma[4,3]  0.1912495734 0.038842296  0.148557513  0.251871359
#> Sigma[4,4]  0.2033973062 0.048826553  0.152872888  0.290315239
#> 
#> 
#> $BEN$A
#> $BEN$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.98340555 0.009747592  0.973803974  0.999084494
#> lag1_var2 -0.04313881 0.051227900 -0.119781805  0.009601690
#> lag1_var3 -0.07367650 0.072008329 -0.180502622  0.001412286
#> lag1_var4  0.06974110 0.071011656 -0.004418807  0.175380928
#> const      0.68616280 0.181101754  0.413693432  0.899257272
#> 
#> $BEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2594590 0.1481942  0.08986222    0.4811602
#> lag1_var2 -0.7006882 0.7532924 -1.84004763    0.1749793
#> lag1_var3 -2.0892106 1.0686309 -3.76840902   -0.9135604
#> lag1_var4  2.0772602 1.0678577  0.88826397    3.7490140
#> const     -4.7695965 3.3160927 -9.33471989   -0.5079939
#> 
#> $BEN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7432714 0.3432193   -1.116651   -0.2074793
#> lag1_var2  3.0145975 1.6065885    0.549933    4.7968851
#> lag1_var3  6.0434601 2.2591217    2.658116    8.5972685
#> lag1_var4 -5.0277358 2.2501153   -7.570136   -1.6532885
#> const     16.2158421 7.1857473    4.916932   22.6529337
#> 
#> $BEN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5571254 0.3138403  -0.9297085   -0.1141017
#> lag1_var2  2.3847151 1.3698229   0.4617618    4.2402478
#> lag1_var3  4.3956752 1.8913158   1.7590690    7.0562871
#> lag1_var4 -3.3754748 1.8744069  -6.0077342   -0.7634296
#> const     11.8781467 5.9377520   2.5949080   18.1231353
#> 
#> 
#> 
#> $BFA
#> $BFA$Sigma
#> $BFA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005178275 9.534043e-05 0.0003994288 0.0006467047
#> 
#> $BFA$Sigma$equation2
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0007702983 0.0007092002 -0.001986373 -8.352657e-06
#> Sigma[2,2]  0.0348246351 0.0064456602  0.026469718  4.300394e-02
#> 
#> $BFA$Sigma$equation3
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0003197875 0.0006494764 -0.0004144091  0.001231902
#> Sigma[3,2] -0.0162914248 0.0088754857 -0.0296785602 -0.006778112
#> Sigma[3,3]  0.0744155002 0.0126689776  0.0574156976  0.089939321
#> 
#> $BFA$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0001289914 0.0009739208 -0.001056644  0.001213671
#> Sigma[4,2]  0.0084952876 0.0077792415 -0.002614293  0.019080574
#> Sigma[4,3]  0.0625131474 0.0144912989  0.045385451  0.080842153
#> Sigma[4,4]  0.0686001844 0.0168032049  0.045822893  0.089197864
#> 
#> 
#> $BFA$A
#> $BFA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98140004 0.01090406  0.96468000   0.99220514
#> lag1_var2 -0.04435126 0.03414723 -0.06534023   0.01131529
#> lag1_var3 -0.06038859 0.05194964 -0.10558119   0.02342556
#> lag1_var4  0.05689420 0.05131443 -0.02615451   0.10257395
#> const      0.73299785 0.16542139  0.56996476   0.98169206
#> 
#> $BFA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1310301 0.0967297  0.01690760    0.2878633
#> lag1_var2  0.8326387 0.4221553  0.09264599    1.2499054
#> lag1_var3  0.3500285 0.6495533 -0.81133444    0.9565348
#> lag1_var4 -0.3889985 0.6408086 -0.98857578    0.7561097
#> const      1.4160752 1.5879012 -1.22538000    3.2814300
#> 
#> $BFA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7767484 0.3098462  -1.2006590   -0.3267265
#> lag1_var2  2.7095926 1.3162376   0.8545585    4.6422570
#> lag1_var3  4.1335677 2.0456758   1.4198540    7.2788029
#> lag1_var4 -3.0556665 2.0232174  -6.1731312   -0.3792062
#> const      9.6522438 5.4493312   1.8389473   16.9212951
#> 
#> $BFA$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.654184 0.2453198   -1.007312   -0.3159175
#> lag1_var2  2.929073 1.0377845    1.473678    4.2919294
#> lag1_var3  3.876760 1.6067141    1.696204    6.1295262
#> lag1_var4 -2.809625 1.5912656   -5.046652   -0.6541137
#> const      8.785382 4.2607166    2.585098   13.8980695
#> 
#> 
#> 
#> $BGD
#> $BGD$Sigma
#> $BGD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001749093 4.325798e-05 0.0001228641 0.0002378263
#> 
#> $BGD$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.000864503 0.001039815 -0.002104747 0.0006607255
#> Sigma[2,2]  0.148695889 0.018817451  0.123036104 0.1749030726
#> 
#> $BGD$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0008931542 0.001418552 -0.001273634  0.002251215
#> Sigma[3,2] -0.0969704470 0.048027036 -0.161239050 -0.027415226
#> Sigma[3,3]  0.2408078988 0.054993552  0.164877281  0.313415632
#> 
#> $BGD$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0004140097 0.0009959115 -0.001108569  0.001384908
#> Sigma[4,2] -0.0112796096 0.0432298694 -0.069218261  0.051617670
#> Sigma[4,3]  0.1931542142 0.0339871866  0.140729015  0.234625148
#> Sigma[4,4]  0.1952874921 0.0284048169  0.154337366  0.235555850
#> 
#> 
#> $BGD$A
#> $BGD$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.99952439 0.007143233  0.99184040  1.010626734
#> lag1_var2 -0.06543182 0.038751417 -0.11348608 -0.008318001
#> lag1_var3 -0.12151624 0.062935639 -0.19262081 -0.024874231
#> lag1_var4  0.11250342 0.062794540  0.01583148  0.182624790
#> const      0.57186049 0.133207872  0.39631489  0.759499637
#> 
#> $BGD$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.5285358 0.233846   0.2452382    0.8580933
#> lag1_var2 -1.1879619 1.181051  -2.9273848    0.3437876
#> lag1_var3 -3.2006624 1.895270  -5.9429087   -0.7436113
#> lag1_var4  3.0998201 1.903477   0.6137249    5.8642646
#> const     -6.2679826 4.783792 -13.7989454   -1.2222601
#> 
#> $BGD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2489646 0.1951518  -0.5220955   0.01429873
#> lag1_var2  2.3119444 1.0858406   0.7688154   3.69118330
#> lag1_var3  4.7468377 1.7913018   2.3421885   7.16235220
#> lag1_var4 -3.8307396 1.8417489  -6.3077654  -1.41820870
#> const     10.5877088 4.4996748   4.5671355  16.52935785
#> 
#> $BGD$A$equation4
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1  0.05813135 0.241833  -0.1679431    0.4529078
#> lag1_var2  1.46378863 1.078267  -0.1683041    2.5486626
#> lag1_var3  2.61514292 1.695730   0.1227575    4.3761255
#> lag1_var4 -1.73748691 1.717461  -3.5416629    0.7491647
#> const      5.77116064 4.280064  -0.7808381    9.8490961
#> 
#> 
#> 
#> $BGR
#> $BGR$Sigma
#> $BGR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002496174 0.0006541275 0.001749286  0.003499723
#> 
#> $BGR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04404869 0.02053138 -0.07562773  -0.02068305
#> Sigma[2,2]  3.66673478 0.90729459  2.45586478   4.95795450
#> 
#> $BGR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02955991 0.01704273  0.01073624   0.05389828
#> Sigma[3,2] -1.89821701 0.63202248 -2.97155675  -1.22493127
#> Sigma[3,3]  1.50245702 0.56433874  0.94130219   2.48597381
#> 
#> $BGR$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.006304346 0.009115918 -0.003267474   0.02033385
#> Sigma[4,2] 0.088579138 0.388658800 -0.550089064   0.52604344
#> Sigma[4,3] 0.519391409 0.291310094  0.174545527   0.95272467
#> Sigma[4,4] 0.620549285 0.200662054  0.349652457   0.89839043
#> 
#> 
#> $BGR$A
#> $BGR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00260374 0.03035361  0.94814734   1.02242984
#> lag1_var2 -0.02118285 0.04254598 -0.06512192   0.05192701
#> lag1_var3 -0.03334316 0.08108094 -0.11569460   0.10626305
#> lag1_var4  0.01868828 0.07246466 -0.10556450   0.09500863
#> const      0.77541584 0.44637174  0.23949662   1.44966870
#> 
#> $BGR$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.691357  0.7957703  -2.8729230   -0.8534316
#> lag1_var2  2.463447  1.4281429   1.0375089    4.7455121
#> lag1_var3  2.856124  2.6648946   0.1921486    7.1353659
#> lag1_var4 -2.317451  2.3499286  -6.0194219    0.0115142
#> const     12.793273 12.2436323  -0.3528974   30.9447147
#> 
#> $BGR$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.664903 0.5426232   0.9118642    2.2963120
#> lag1_var2 -1.635648 0.8373570  -2.6196838   -0.3708112
#> lag1_var3 -1.988999 1.6336565  -3.9673727    0.4412688
#> lag1_var4  2.367064 1.4221125   0.2829242    4.1305179
#> const     -6.754548 7.7726408 -17.9868241    4.2194749
#> 
#> $BGR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8774140 0.4968763   0.4354078   1.68598598
#> lag1_var2 -0.7842491 0.7417147  -1.9964548  -0.10863697
#> lag1_var3 -1.3236829 1.4263841  -3.6535316  -0.02304087
#> lag1_var4  1.9833550 1.2817717   0.8176452   4.05071223
#> const     -2.3894188 5.1269121  -8.8773574   4.35472001
#> 
#> 
#> 
#> $BHR
#> $BHR$Sigma
#> $BHR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007617987 8.823526e-05 0.0006397818 0.0008795757
#> 
#> $BHR$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002216777 0.0004606474 -0.003000351 -0.001768787
#> Sigma[2,2]  0.014542683 0.0028133655  0.011551789  0.018408970
#> 
#> $BHR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005491531 0.001754468  0.002862406  0.007739615
#> Sigma[3,2] -0.030187262 0.012042289 -0.042812345 -0.011469870
#> Sigma[3,3]  0.214152440 0.053479020  0.167214063  0.300083269
#> 
#> $BHR$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00401239 0.001673333  0.001558271  0.006017104
#> Sigma[4,2] -0.02023438 0.010899098 -0.030537224 -0.003461276
#> Sigma[4,3]  0.19459388 0.052898116  0.157030517  0.280023792
#> Sigma[4,4]  0.18197525 0.053363875  0.147414385  0.266926177
#> 
#> 
#> $BHR$A
#> $BHR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95393825 0.02748135   0.9193743    0.9952696
#> lag1_var2  0.01584352 0.08270001  -0.1273410    0.1022056
#> lag1_var3  0.02347051 0.11751633  -0.1746361    0.1551210
#> lag1_var4 -0.02055414 0.11254474  -0.1461888    0.1692252
#> const      0.93566389 0.29554331   0.5236742    1.3484000
#> 
#> $BHR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.06084002 0.05492175 -0.01651450   0.12993764
#> lag1_var2  0.08766366 0.17165416 -0.07273118   0.36179146
#> lag1_var3 -0.62226079 0.30366194 -0.99560939  -0.18867948
#> lag1_var4  0.61967977 0.29202895  0.19611740   0.97611396
#> const     -0.70165638 0.54628660 -1.46977590   0.06653826
#> 
#> $BHR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2796386 0.2772587 -0.07778316    0.6771140
#> lag1_var2 -0.6096512 1.0283228 -2.23482415    0.6606823
#> lag1_var3 -0.2569855 1.6109029 -2.86379231    1.4605573
#> lag1_var4  1.1781657 1.5726290 -0.47456075    3.7207258
#> const     -1.3375309 3.7713662 -6.57464324    3.2430760
#> 
#> $BHR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3381190 0.2696462  0.02133312    0.7508842
#> lag1_var2 -0.6766625 1.0592819 -2.38181218    0.6093323
#> lag1_var3 -0.8600581 1.5719611 -3.46597478    0.6817779
#> lag1_var4  1.7876985 1.5348720  0.29686989    4.3255239
#> const     -2.7711614 3.6653267 -8.03035869    1.4466016
#> 
#> 
#> 
#> $BHS
#> $BHS$Sigma
#> $BHS$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003711371 0.0008010584 0.002665885  0.004692508
#> 
#> $BHS$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06048806 0.01727204 -0.08590671  -0.03887224
#> Sigma[2,2]  3.22381818 0.51140899  2.64898589   4.00988306
#> 
#> $BHS$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.08928465 0.02049455  0.06060859    0.1143984
#> Sigma[3,2] -2.83261073 0.54739133 -3.76094150   -2.1976887
#> Sigma[3,3]  3.12829484 0.64092314  2.28986624    4.1162958
#> 
#> $BHS$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.05115289 0.01261677   0.0356797   0.06993647
#> Sigma[4,2] -0.51206126 0.25518805  -0.9038284  -0.22844606
#> Sigma[4,3]  1.18228207 0.32053024   0.7534620   1.57796263
#> Sigma[4,4]  0.92106428 0.25516997   0.6466147   1.30031335
#> 
#> 
#> $BHS$A
#> $BHS$A$equation1
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9466219 0.04939950  0.888761443   1.02523320
#> lag1_var2  0.1004451 0.06468347  0.002755940   0.18134464
#> lag1_var3  0.1370017 0.08688939  0.008683344   0.24325231
#> lag1_var4 -0.1359062 0.07749126 -0.229762651  -0.02260665
#> const      1.1745357 0.42973804  0.544740459   1.73130834
#> 
#> $BHS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3986739  2.196920   -2.629095     3.671274
#> lag1_var2  0.4602213  3.085588   -4.551888     3.531816
#> lag1_var3 -0.4355667  4.277756   -7.291395     3.773331
#> lag1_var4  0.3540761  3.751510   -3.208421     6.291141
#> const     -0.8137954 14.458000  -15.908161    21.365992
#> 
#> $BHS$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.132237  2.035110  -3.6323751    1.9768499
#> lag1_var2  2.585667  2.680853  -0.7653971    6.1674387
#> lag1_var3  4.246050  3.694066  -0.2632269    9.3825463
#> lag1_var4 -3.065657  3.238564  -7.6549235    0.8111445
#> const     10.705174 14.477159 -13.3060210   28.5578811
#> 
#> $BHS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9323156 0.7069915  -1.8736205    0.0550815
#> lag1_var2  2.7430208 1.1784230   1.4696483    4.3751291
#> lag1_var3  3.6703342 1.5682941   1.9191127    5.9093389
#> lag1_var4 -2.5033893 1.4435092  -4.6423430   -0.9280581
#> const      8.7692361 6.6333241   0.2936971   17.4032092
#> 
#> 
#> 
#> $BIH
#> $BIH$Sigma
#> $BIH$Sigma$equation1
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01395671 0.00283992 0.009830847   0.01695614
#> 
#> $BIH$Sigma$equation2
#>                  mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0361797 0.0408879   -0.100651  0.009962346
#> Sigma[2,2]  2.4333487 0.6450743    1.859500  3.495444635
#> 
#> $BIH$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.02279118 0.01849615  0.005540999   0.05494912
#> Sigma[3,2] -1.18526606 0.37337602 -1.834387598  -0.83509926
#> Sigma[3,3]  0.79855240 0.25739224  0.526396283   1.21381082
#> 
#> $BIH$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006316468 0.006546791 -0.003568171   0.01379366
#> Sigma[4,2] -0.098590043 0.190223512 -0.386173101   0.14236564
#> Sigma[4,3]  0.314330344 0.135500243  0.170558489   0.53156244
#> Sigma[4,4]  0.328254289 0.091084510  0.191912889   0.43382881
#> 
#> 
#> $BIH$A
#> $BIH$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97447159 0.03577079  0.92252101  1.012231656
#> lag1_var2  0.01367912 0.02227719 -0.01794019  0.037117972
#> lag1_var3  0.03948069 0.04881055 -0.03285160  0.094443015
#> lag1_var4 -0.05088902 0.04171731 -0.10556912  0.009566203
#> const      1.25964262 0.59567133  0.66267769  2.195544471
#> 
#> $BIH$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4394204 0.6362675   -1.228119    0.4399304
#> lag1_var2  2.2356689 0.4673864    1.460837    2.8186639
#> lag1_var3  2.8899093 1.0182446    1.256228    4.1547655
#> lag1_var4 -2.8048869 0.8354424   -3.936383   -1.5761523
#> const      7.5438027 7.6404891   -2.765740   17.2892053
#> 
#> $BIH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8612765 0.3414023   0.5200268    1.3876477
#> lag1_var2 -1.0260709 0.1962997  -1.2718578   -0.7548992
#> lag1_var3 -1.2309802 0.5196423  -1.9743044   -0.5408045
#> lag1_var4  1.8700239 0.4843991   1.2204024    2.6368867
#> const     -2.8436187 4.3615185  -9.5960493    1.7671606
#> 
#> $BIH$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7733049 0.2253241   0.5110508   1.10957924
#> lag1_var2 -0.4252221 0.2025210  -0.6098842  -0.08422917
#> lag1_var3 -0.8325543 0.4760334  -1.2047844  -0.02322959
#> lag1_var4  1.5068416 0.4084976   0.8083222   1.83613893
#> const     -1.8665687 2.6382246  -5.9563348   1.15960856
#> 
#> 
#> 
#> $BLR
#> $BLR$Sigma
#> $BLR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002845486 0.0009110801 0.001906528  0.004360585
#> 
#> $BLR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06245027 0.02088501 -0.09381005  -0.04059103
#> Sigma[2,2]  4.47982527 1.48215405  3.55781211   7.08361975
#> 
#> $BLR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03997201 0.01350834   0.0241124   0.05932224
#> Sigma[3,2] -2.74897026 0.91033541  -4.3817284  -2.15604078
#> Sigma[3,3]  1.73617636 0.56272767   1.3496987   2.76092741
#> 
#> $BLR$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003458719 0.00298251 -0.001066142  0.006991531
#> Sigma[4,2] -0.110042860 0.09907594 -0.263620045 -0.010696061
#> Sigma[4,3]  0.121409416 0.06400021  0.061996610  0.223208582
#> Sigma[4,4]  0.062153559 0.01597818  0.040689248  0.082097765
#> 
#> 
#> $BLR$A
#> $BLR$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0558915 0.05296272   1.0031539    1.1357136
#> lag1_var2 -0.2230669 0.09014055  -0.3418909   -0.1156321
#> lag1_var3 -0.3931107 0.15624425  -0.5995247   -0.2065200
#> lag1_var4  0.3715089 0.14668735   0.1968616    0.5608742
#> const     -0.1387154 0.59230811  -1.0549527    0.4802112
#> 
#> $BLR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  -1.999186  2.031427   -5.145149    0.7937488
#> lag1_var2   6.802817  3.897083    1.835728   12.2223454
#> lag1_var3  10.416106  6.720289    1.833548   19.7590677
#> lag1_var4 -10.102590  6.268367  -18.646069   -2.1186505
#> const      33.882554 17.459405   14.071242   61.4205176
#> 
#> $BLR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.841101  1.200279   0.3325777     3.766449
#> lag1_var2  -4.627228  2.440161  -7.9970486    -1.649030
#> lag1_var3  -7.181840  4.211852 -12.9934671    -2.005780
#> lag1_var4   7.784938  3.943361   2.7283604    13.086493
#> const     -23.140636 10.973831 -39.9786506   -10.131833
#> 
#> $BLR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7854903 0.2378484   0.5223558    1.1558117
#> lag1_var2 -1.0571613 0.4178139  -1.6343376   -0.5618509
#> lag1_var3 -1.7884693 0.7181710  -2.7923536   -0.9423269
#> lag1_var4  2.5673959 0.6598783   1.7870687    3.4855178
#> const     -5.5623344 2.2341184  -9.2449104   -3.2827441
#> 
#> 
#> 
#> $BLZ
#> $BLZ$Sigma
#> $BLZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002250673 0.0008162285 0.001442791  0.003601885
#> 
#> $BLZ$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01903891 0.01084046 -0.03657775 -0.006623139
#> Sigma[2,2]  0.90198627 0.21680910  0.63977441  1.225537388
#> 
#> $BLZ$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02294048 0.009432727  0.01214033   0.03779844
#> Sigma[3,2] -0.74117483 0.216613097 -1.05874451  -0.49156908
#> Sigma[3,3]  0.81142555 0.227514739  0.50961463   1.14145487
#> 
#> $BLZ$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01279367 0.004295581  0.007095058   0.01813035
#> Sigma[4,2] -0.21972181 0.112260903 -0.382458423  -0.09554442
#> Sigma[4,3]  0.39909485 0.123185329  0.229746487   0.56220737
#> Sigma[4,4]  0.29011219 0.078241549  0.185700689   0.41006731
#> 
#> 
#> $BLZ$A
#> $BLZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.01106858 0.02325160  0.98397319   1.04621447
#> lag1_var2 -0.07453808 0.02986899 -0.11528088  -0.03037992
#> lag1_var3 -0.14304234 0.05439037 -0.21939514  -0.06486821
#> lag1_var4  0.12863258 0.04909335  0.05770707   0.19715045
#> const      0.56130032 0.21013411  0.23377556   0.76471410
#> 
#> $BLZ$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.9589823 0.800447  -2.3480108   -0.1363234
#> lag1_var2  2.8926678 1.252637   1.3188975    4.6485392
#> lag1_var3  3.7067980 2.288024   0.7706111    6.8686559
#> lag1_var4 -3.4801816 2.130287  -6.4151804   -0.7273657
#> const      9.8808980 7.001888   1.6391145   18.8089092
#> 
#> $BLZ$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.100645 0.6467715   0.3514209    2.1396390
#> lag1_var2 -1.641881 0.8316246  -2.8788727   -0.5501508
#> lag1_var3 -2.165964 1.5421774  -4.2763823   -0.1613205
#> lag1_var4  2.851404 1.4339748   0.9686461    4.7380286
#> const     -6.601651 6.5105487 -15.0482708    1.3945197
#> 
#> $BLZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5740722 0.3928136  0.08153825    1.0865651
#> lag1_var2 -0.3216735 0.3745695 -0.83089838    0.2096985
#> lag1_var3 -0.6513304 0.6556941 -1.61866323    0.1671601
#> lag1_var4  1.4940402 0.5798036  0.77393181    2.3462425
#> const     -3.0655432 3.6522986 -8.00644091    1.7109932
#> 
#> 
#> 
#> $BOL
#> $BOL$Sigma
#> $BOL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007599865 0.0001399605 0.0006448782 0.0009945064
#> 
#> $BOL$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0193681 0.004528251 -0.02645998  -0.01510379
#> Sigma[2,2]  0.7772142 0.186366816  0.59865479   1.06825250
#> 
#> $BOL$Sigma$equation3
#>                  mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0194229 0.01557137  0.0002411444   0.04361163
#> Sigma[3,2] -1.1486730 0.52708541 -1.9865916530  -0.56675172
#> Sigma[3,3]  5.0295223 1.65831820  3.1996591517   7.78634121
#> 
#> $BOL$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.006125615 0.01319462 -0.01095879   0.02606758
#> Sigma[4,2] -0.627125962 0.42332971 -1.31322570  -0.14764450
#> Sigma[4,3]  4.365109660 1.40622290  2.80705448   6.63507528
#> Sigma[4,4]  4.054353203 1.22229395  2.70946789   5.91653921
#> 
#> 
#> $BOL$A
#> $BOL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98166795 0.01698700  0.95172827   0.99891962
#> lag1_var2 -0.01743882 0.04785295 -0.08050519   0.05518131
#> lag1_var3 -0.02658387 0.06285558 -0.10348300   0.06873691
#> lag1_var4  0.02271559 0.06170378 -0.06949503   0.09701120
#> const      0.74100803 0.28515867  0.46225487   1.22557878
#> 
#> $BOL$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.7404002 0.5032914   0.03930586    1.4670718
#> lag1_var2 -1.8233492 1.9033198  -3.92362161    0.7236167
#> lag1_var3 -3.2971696 2.5244827  -6.07934463    0.1796335
#> lag1_var4  3.1745601 2.5088590  -0.23946335    5.9190772
#> const     -7.4928824 8.7331455 -20.91758380    1.7769310
#> 
#> $BOL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2863258  1.084046   -1.242709     1.552185
#> lag1_var2  4.3027228  4.089774   -1.564326     9.892001
#> lag1_var3  6.7159595  5.579808   -1.561374    13.954470
#> lag1_var4 -6.0652752  5.564883  -13.244578     2.127710
#> const     17.0243641 19.180854  -12.826559    40.742067
#> 
#> $BOL$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8295845  0.9703732  -0.4311008     2.000205
#> lag1_var2  2.8852435  3.7102604  -2.7168097     7.328076
#> lag1_var3  4.2121119  5.2070649  -3.7068162    10.347170
#> lag1_var4 -3.6401268  5.1909738  -9.7922247     4.177859
#> const     10.7039132 16.2726116 -14.1897926    30.202230
#> 
#> 
#> 
#> $BRA
#> $BRA$Sigma
#> $BRA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006983922 0.0001055435 0.0006106943 0.0008809735
#> 
#> $BRA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02171365 0.004776384 -0.02992563  -0.01661049
#> Sigma[2,2]  1.39245917 0.344438508  0.95866504   1.90094085
#> 
#> $BRA$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01953938 0.003769113   0.0147673   0.02500115
#> Sigma[3,2] -1.06161387 0.227537346  -1.4044707  -0.79393096
#> Sigma[3,3]  1.38100359 0.257939556   1.0972967   1.78722283
#> 
#> $BRA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006614275 0.002790037  0.002251196  0.009757888
#> Sigma[4,2] -0.204599782 0.160093273 -0.382855367  0.041055879
#> Sigma[4,3]  0.801654601 0.175586612  0.535907153  1.036109350
#> Sigma[4,4]  0.760140903 0.098526027  0.632995290  0.909464370
#> 
#> 
#> $BRA$A
#> $BRA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95418604 0.01472689  0.93932074   0.97650327
#> lag1_var2  0.01902772 0.02448451 -0.02160290   0.04637492
#> lag1_var3  0.02841398 0.03840321 -0.03563644   0.07223196
#> lag1_var4 -0.02251214 0.03544821 -0.06420967   0.03561151
#> const      0.91726955 0.20832131  0.66621175   1.19238041
#> 
#> $BRA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5563721 0.7537406  -0.5442579     1.489786
#> lag1_var2 -0.3119839 1.5075439  -2.3375798     1.672953
#> lag1_var3 -1.8427472 2.3649164  -4.9717310     1.270611
#> lag1_var4  1.6658654 2.1416946  -1.0840636     4.560333
#> const     -2.8751873 7.4929033 -14.7127258     4.703256
#> 
#> $BRA$A$equation3
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1 -1.088874 0.830520   -1.924508    0.3678931
#> lag1_var2  3.329696 1.530153    1.245544    5.1277561
#> lag1_var3  5.985790 2.350884    2.774690    8.7072684
#> lag1_var4 -4.747222 2.119548   -7.263857   -1.9477832
#> const     13.837255 6.817891    3.456958   22.8181711
#> 
#> $BRA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8382567 0.5812920   -1.334223    0.1846592
#> lag1_var2  3.0992954 0.8742371    1.661598    3.9210267
#> lag1_var3  4.7516522 1.3386075    2.550765    6.0440865
#> lag1_var4 -3.5683728 1.1772269   -4.766042   -1.7070794
#> const     11.2054379 4.2236007    4.558715   16.4851881
#> 
#> 
#> 
#> $BRB
#> $BRB$Sigma
#> $BRB$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00177316 0.0006566259  0.00113498  0.002806118
#> 
#> $BRB$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02930864 0.01453869 -0.05210232   -0.0129881
#> Sigma[2,2]  1.75988955 0.48130108  1.22286382    2.5043262
#> 
#> $BRB$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02681729 0.01336151   0.0149745   0.04861344
#> Sigma[3,2] -1.40155253 0.35750909  -1.8524917  -0.92317697
#> Sigma[3,3]  1.73151961 0.43362060   1.1778855   2.27297955
#> 
#> $BRB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008650148 0.005618045  0.002199457   0.01726359
#> Sigma[4,2] -0.251922799 0.261983185 -0.516933369   0.16072893
#> Sigma[4,3]  0.897845873 0.294057529  0.492521097   1.28477944
#> Sigma[4,4]  0.827421131 0.193989994  0.556456337   1.10082759
#> 
#> 
#> $BRB$A
#> $BRB$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.93278005 0.02914760  0.8893146644 0.9644522599
#> lag1_var2  0.04992495 0.03846854  0.0004729458 0.0964999674
#> lag1_var3  0.07511109 0.05887583 -0.0025444830 0.1462155001
#> lag1_var4 -0.06797963 0.05213138 -0.1317629739 0.0009990946
#> const      1.03196856 0.26443965  0.7362491952 1.4408294985
#> 
#> $BRB$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.054705 0.8371032 -2.20684847   0.05553475
#> lag1_var2  2.739060 1.4443564  0.68853438   4.44862684
#> lag1_var3  2.790797 2.1629108 -0.28120086   5.40984846
#> lag1_var4 -2.538301 1.9565230 -4.85367797   0.23780640
#> const      7.687924 5.9952652  0.05000676  15.04621044
#> 
#> $BRB$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.4580737 1.342303   -2.337307     1.480718
#> lag1_var2  0.4529214 2.214376   -2.754632     3.580125
#> lag1_var3  1.5195418 3.369605   -3.421641     6.272715
#> lag1_var4 -0.4755076 3.048619   -4.721121     4.047823
#> const      5.9980155 9.478844  -10.205182    15.831426
#> 
#> $BRB$A$equation4
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1 -1.350450 1.198028  -3.1205119    0.3171778
#> lag1_var2  2.176811 1.927010  -0.4817046    5.1236913
#> lag1_var3  3.218924 2.949876  -0.8935604    7.6986033
#> lag1_var4 -1.933677 2.674953  -5.9776731    1.8118867
#> const     10.390077 8.752750  -3.2132399   21.2889925
#> 
#> 
#> 
#> $BRN
#> $BRN$Sigma
#> $BRN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004320208 0.0001021465 0.0002821397 0.0005679611
#> 
#> $BRN$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002474722 0.001249788 -0.003901664 -0.0007140067
#> Sigma[2,2]  0.369654419 0.088577426  0.265743358  0.4973616946
#> 
#> $BRN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001318202 0.002266614 -0.002286132  0.003960848
#> Sigma[3,2] -0.268669547 0.059998636 -0.370211992 -0.204900114
#> Sigma[3,3]  0.451102162 0.097160683  0.376243657  0.624843796
#> 
#> $BRN$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0003081882 0.002054711 -0.00337455  0.002234767
#> Sigma[4,2] -0.0353845175 0.031370136 -0.08216826  0.001938698
#> Sigma[4,3]  0.3025367377 0.074304779  0.23909406  0.434287813
#> Sigma[4,4]  0.3030603884 0.074752365  0.22966451  0.434341695
#> 
#> 
#> $BRN$A
#> $BRN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94230642 0.01429678  0.92334384   0.95997367
#> lag1_var2  0.01789410 0.03213705 -0.01637806   0.06929227
#> lag1_var3  0.02516525 0.05106235 -0.02925177   0.10847689
#> lag1_var4 -0.01875858 0.04857147 -0.09893810   0.03272855
#> const      0.92106194 0.14559371  0.73250940   1.12347533
#> 
#> $BRN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.14530739 0.3198388  -0.3461290    0.5092816
#> lag1_var2  0.66320090 0.9738337  -0.5059875    2.1387203
#> lag1_var3 -0.12485648 1.4933045  -1.8554599    2.1364608
#> lag1_var4  0.06727969 1.4369297  -2.0577390    1.7432448
#> const      1.97018320 2.8201305  -2.0772484    5.7190140
#> 
#> $BRN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8534138 0.6888604   -1.696587    0.2074812
#> lag1_var2  2.7854188 1.3652140    1.080143    4.4715829
#> lag1_var3  5.2537177 2.0620650    2.814909    7.8880541
#> lag1_var4 -4.1338392 1.9274369   -6.603171   -1.9196605
#> const     11.9637276 6.0032296    6.120024   21.2848506
#> 
#> $BRN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8114796 0.7117769   -1.831783    0.1514415
#> lag1_var2  3.0764472 1.3448474    1.250634    5.1219173
#> lag1_var3  4.9693881 2.0493713    2.287404    8.1490328
#> lag1_var4 -3.8499867 1.8974518   -6.810887   -1.4057619
#> const     12.1133391 5.7907838    5.855367   21.6463181
#> 
#> 
#> 
#> $BTN
#> $BTN$Sigma
#> $BTN$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001398149 0.0004365727 0.000897965  0.002049045
#> 
#> $BTN$Sigma$equation2
#>                    mean         sd  5% quantile  95% quantile
#> Sigma[2,1] -0.004563335 0.00292010 -0.008123562 -0.0002637758
#> Sigma[2,2]  0.245901959 0.04653256  0.182180265  0.3024287298
#> 
#> $BTN$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.006136798 0.007927755 -0.01545351  0.006338071
#> Sigma[3,2]  0.052822636 0.068200777 -0.02906462  0.158254055
#> Sigma[3,3]  0.763654183 0.121143911  0.60078599  0.924544145
#> 
#> $BTN$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.009414416 0.009101901 -0.02000228  0.004809537
#> Sigma[4,2]  0.226133709 0.075504090  0.12892336  0.339571332
#> Sigma[4,3]  0.823000805 0.150369066  0.66238208  1.056097209
#> Sigma[4,4]  1.005296052 0.195339567  0.79255945  1.325331195
#> 
#> 
#> $BTN$A
#> $BTN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97739387 0.02058729  0.94595252   1.00275927
#> lag1_var2 -0.05872246 0.08347920 -0.15173028   0.08012539
#> lag1_var3 -0.09148187 0.11161601 -0.21430657   0.09603966
#> lag1_var4  0.08895892 0.11053169 -0.09720593   0.21064727
#> const      0.69393697 0.32637461  0.33776867   1.22197734
#> 
#> $BTN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   0.838293 0.3046267   0.4861423     1.287366
#> lag1_var2  -3.277430 1.7672371  -5.8526743    -1.276769
#> lag1_var3  -5.710715 2.3812700  -9.2182274    -3.003244
#> lag1_var4   5.657513 2.3671302   2.9640304     9.153518
#> const     -12.628734 4.9996355 -20.2809808    -6.807069
#> 
#> $BTN$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.176558 0.5798959   -2.051282   -0.4269011
#> lag1_var2  6.326493 2.7356369    2.384992    9.9976082
#> lag1_var3  9.490484 3.6528147    4.378696   14.3871686
#> lag1_var4 -8.523485 3.6200237  -13.364757   -3.4667571
#> const     25.111319 9.4200507   12.665198   38.6272210
#> 
#> $BTN$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.6168051  0.6982498  -1.5528300    0.3333024
#> lag1_var2  3.9759419  3.4653449  -0.8177464    8.4279333
#> lag1_var3  5.4031344  4.6174909  -0.9831763   11.5168999
#> lag1_var4 -4.4547461  4.5806418 -10.5068067    1.9191770
#> const     15.4970988 11.4907276  -2.1647386   29.8663718
#> 
#> 
#> 
#> $BWA
#> $BWA$Sigma
#> $BWA$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002443466 0.0003654947   0.0019122  0.002898376
#> 
#> $BWA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] 0.004729913 0.01110592 -0.01289833   0.01581273
#> Sigma[2,2] 1.618118511 0.29602925  1.13670503   1.93913704
#> 
#> $BWA$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.002155303 0.00612422 -0.01048107  0.005934057
#> Sigma[3,2] -0.949283792 0.20033359 -1.19661395 -0.695100528
#> Sigma[3,3]  0.884757006 0.16132932  0.69495977  1.154908574
#> 
#> $BWA$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.001677027 0.005157068 -0.003079532   0.01033112
#> Sigma[4,2] 0.013989267 0.103869318 -0.117567670   0.15306410
#> Sigma[4,3] 0.396385716 0.109579122  0.277369679   0.54606648
#> Sigma[4,4] 0.501057831 0.128536067  0.335318610   0.64802090
#> 
#> 
#> $BWA$A
#> $BWA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98278028 0.03063628  0.94575814   1.02727926
#> lag1_var2 -0.01524271 0.02961861 -0.05758633   0.02153857
#> lag1_var3 -0.03300772 0.04965265 -0.10754289   0.02913947
#> lag1_var4  0.02477397 0.03925512 -0.02216260   0.08108877
#> const      0.83968855 0.19602619  0.55253248   1.10705900
#> 
#> $BWA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.3930369 0.7270596  -2.4174194   -0.4779206
#> lag1_var2  1.3494792 0.6271666   0.6269718    2.2773120
#> lag1_var3  0.9933687 1.1016437  -0.2806089    2.5762029
#> lag1_var4 -0.4633935 0.8812599  -1.7312148    0.5408512
#> const      5.3391092 3.9137802   0.3689558   10.9664433
#> 
#> $BWA$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  2.149716 0.5007144    1.539188    2.9218112
#> lag1_var2 -1.162983 0.4629572   -1.862941   -0.6025437
#> lag1_var3 -1.136620 0.7443104   -2.300776   -0.3183855
#> lag1_var4  1.341920 0.5789811    0.704923    2.2727681
#> const     -4.201321 3.3653297   -8.320470    1.2298081
#> 
#> $BWA$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.615567 0.3538155    1.102011    2.0887470
#> lag1_var2 -1.030947 0.3412081   -1.448402   -0.4680423
#> lag1_var3 -1.669989 0.5236330   -2.206069   -0.7842302
#> lag1_var4  2.133281 0.4324829    1.382631    2.5719775
#> const     -4.316333 3.5859458   -8.587101    1.2240620
#> 
#> 
#> 
#> $CAF
#> $CAF$Sigma
#> $CAF$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006841398 0.001282263 0.005280223  0.008792237
#> 
#> $CAF$Sigma$equation2
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.001535692 0.002325902 -0.0004948016  0.005251603
#> Sigma[2,2] 0.022255416 0.004943687  0.0167465494  0.030203463
#> 
#> $CAF$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.003828612 0.003963416 -0.01074174  0.0002493525
#> Sigma[3,2] -0.029126313 0.007107944 -0.03995257 -0.0227556576
#> Sigma[3,3]  0.055670009 0.014690789  0.03930669  0.0770381172
#> 
#> $CAF$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.002934923 0.002807998 -0.007516269 -3.384298e-05
#> Sigma[4,2] -0.014349694 0.004607277 -0.021920275 -1.049378e-02
#> Sigma[4,3]  0.037318658 0.010945679  0.024539073  5.259279e-02
#> Sigma[4,4]  0.028864497 0.008665208  0.018323374  4.096624e-02
#> 
#> 
#> $CAF$A
#> $CAF$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9019016 0.04199692  0.84146148   0.94670380
#> lag1_var2  0.1895937 0.20927664 -0.08176357   0.49794814
#> lag1_var3  0.2705222 0.31294652 -0.07896298   0.74676284
#> lag1_var4 -0.2648232 0.31911426 -0.75246728   0.08141696
#> const      1.7131626 0.70984711  0.87448706   2.85608182
#> 
#> $CAF$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03569116 0.1109271  -0.1144949    0.1673452
#> lag1_var2  0.22841436 0.5760733  -0.6375868    0.8975488
#> lag1_var3 -0.89283513 0.9167809  -2.2729070    0.1968384
#> lag1_var4  0.91340439 0.9418517  -0.1803099    2.3505614
#> const     -1.36677292 2.6250255  -4.9131934    2.1066166
#> 
#> $CAF$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1094262 0.2061976  -0.1807637    0.3985553
#> lag1_var2  1.2360396 1.0236766  -0.3547782    2.4576743
#> lag1_var3  2.5998849 1.6341672   0.1087106    4.6749841
#> lag1_var4 -1.7426180 1.6571147  -3.8770807    0.7855006
#> const      7.0815383 4.9344265  -0.4513597   12.5102541
#> 
#> $CAF$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.1389730 0.1714771 -0.099428950    0.3734232
#> lag1_var2  1.1790611 0.7047575  0.009945267    1.8507517
#> lag1_var3  1.6635283 1.1119489 -0.137137362    2.8553946
#> lag1_var4 -0.7744012 1.1175578 -1.984744598    1.0443381
#> const      4.8090253 3.3786982 -0.480433608    8.0467652
#> 
#> 
#> 
#> $CAN
#> $CAN$Sigma
#> $CAN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004024147 0.0001115263 0.0002818624 0.0005871086
#> 
#> $CAN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01602486 0.00644245 -0.02761119  -0.01081407
#> Sigma[2,2]  0.92839004 0.37158095  0.65710481   1.62203166
#> 
#> $CAN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01592779 0.005336711  0.01066896   0.02528724
#> Sigma[3,2] -0.86838385 0.309708683 -1.43412802  -0.62333706
#> Sigma[3,3]  0.95427145 0.285001543  0.71415831   1.44128249
#> 
#> $CAN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005953759 0.001804691  0.003954024  0.008843569
#> Sigma[4,2] -0.285031752 0.089755593 -0.426330217 -0.199253684
#> Sigma[4,3]  0.420706816 0.107927578  0.317327930  0.603984468
#> Sigma[4,4]  0.254943868 0.058599050  0.197680190  0.354226457
#> 
#> 
#> $CAN$A
#> $CAN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97891934 0.02171090  0.94759187   1.00563322
#> lag1_var2  0.01672982 0.05234720 -0.05617252   0.07963807
#> lag1_var3  0.02282971 0.08404162 -0.09566293   0.12238459
#> lag1_var4 -0.02704857 0.07930645 -0.12164738   0.08352027
#> const      0.87524691 0.25067246  0.50151661   1.18393123
#> 
#> $CAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4925094  0.826991   -1.793798    0.4335106
#> lag1_var2  0.4303495  2.281138   -2.335189    3.8688700
#> lag1_var3 -0.5472766  3.616333   -4.874330    4.9592530
#> lag1_var4  0.7690985  3.500791   -4.693456    4.8761447
#> const      0.6178755 13.014004  -13.148037   19.7652794
#> 
#> $CAN$A$equation3
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.007487956  0.7692951   -1.031940     1.124072
#> lag1_var2  1.956749506  2.2751084   -1.157876     4.778351
#> lag1_var3  3.925345126  3.5764024   -1.035689     8.335732
#> lag1_var4 -3.071863763  3.4923283   -7.247120     1.847565
#> const      9.267472589 13.6729929  -11.236943    24.750073
#> 
#> $CAN$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.348489 0.3504298  -0.8105205   0.14481879
#> lag1_var2  2.049338 1.0738939   0.5542359   3.40496753
#> lag1_var3  3.292938 1.6925089   0.9926665   5.46688022
#> lag1_var4 -2.259217 1.6561511  -4.3729981  -0.01451123
#> const      8.394213 6.6428722  -1.1325400  16.61515688
#> 
#> 
#> 
#> $CHA
#> $CHA$Sigma
#> $CHA$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008520034 0.000160887 0.0006590781  0.001068135
#> 
#> $CHA$Sigma$equation2
#>                   mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.00615004 0.003327937 -0.009974947 -0.0007820394
#> Sigma[2,2]  0.21738824 0.053896636  0.160353157  0.3083440376
#> 
#> $CHA$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.00675497 0.003283392  0.00242338   0.01033943
#> Sigma[3,2] -0.13583256 0.046597537 -0.20526430  -0.08858674
#> Sigma[3,3]  0.17798841 0.053649846  0.12811135   0.26739525
#> 
#> $CHA$Sigma$equation4
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003331206 0.00214429  0.0003054871   0.00566280
#> Sigma[4,2] -0.008131887 0.03793821 -0.0619225175   0.04281276
#> Sigma[4,3]  0.104793362 0.03325545  0.0790106619   0.15900950
#> Sigma[4,4]  0.107212679 0.02154050  0.0791254778   0.13658540
#> 
#> 
#> $CHA$A
#> $CHA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94520211 0.01502916  0.92001418   0.96117399
#> lag1_var2  0.02796147 0.03368398 -0.01542259   0.07993504
#> lag1_var3  0.03214440 0.05051456 -0.03116406   0.11175004
#> lag1_var4 -0.02909902 0.04929455 -0.10786988   0.03372875
#> const      0.99870556 0.14793520  0.79559923   1.21670044
#> 
#> $CHA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09688978 0.2646213  -0.4899801    0.2095017
#> lag1_var2  1.00086482 0.6981509   0.0979536    1.9090916
#> lag1_var3  0.26169531 1.1867939  -1.2453070    1.8104936
#> lag1_var4 -0.23892800 1.1575512  -1.7610831    1.2383676
#> const      1.79078670 2.7786499  -1.8488137    6.1018306
#> 
#> $CHA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3629301 0.2106896  -0.5675453  -0.01530992
#> lag1_var2  0.8944912 0.5118346   0.2727212   1.59040418
#> lag1_var3  2.4147577 0.8990932   1.2994418   3.60749868
#> lag1_var4 -1.3855713 0.8965484  -2.5634400  -0.27067908
#> const      5.9512148 2.5859284   2.4976406   9.70969839
#> 
#> $CHA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4453994 0.1938697  -0.6589663   -0.1595402
#> lag1_var2  1.2521359 0.2867197   0.8699865    1.6694254
#> lag1_var3  2.1749735 0.5291314   1.5543727    2.9586440
#> lag1_var4 -1.0979231 0.5203406  -1.8569346   -0.5080927
#> const      5.5374655 2.0870100   2.2537951    8.1083741
#> 
#> 
#> 
#> $CHE
#> $CHE$Sigma
#> $CHE$Sigma$equation1
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0002694377 5.99897e-05 0.000186367 0.0003587272
#> 
#> $CHE$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00138397 0.001425662 -0.003660842 0.0004170638
#> Sigma[2,2]  0.18038606 0.048084791  0.131937958 0.2504771777
#> 
#> $CHE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.000655521 0.001570369 -0.002737458  0.001323004
#> Sigma[3,2] -0.093780514 0.036957308 -0.150604882 -0.052885414
#> Sigma[3,3]  0.454872120 0.104192913  0.342436062  0.615398848
#> 
#> $CHE$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001646668 0.001577615 -0.003696645 0.0006502071
#> Sigma[4,2]  0.027052492 0.033873990 -0.015521132 0.0735964652
#> Sigma[4,3]  0.407798879 0.104591666  0.275694033 0.5659882968
#> Sigma[4,4]  0.442515970 0.103291610  0.314867698 0.5935394864
#> 
#> 
#> $CHE$A
#> $CHE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95826278 0.01099198  0.93852765   0.96741063
#> lag1_var2  0.02297260 0.03668471 -0.01566561   0.08291453
#> lag1_var3  0.01395940 0.05212239 -0.03524870   0.09874949
#> lag1_var4 -0.01172558 0.05164623 -0.09395185   0.03949882
#> const      0.94603833 0.21624495  0.72150953   1.28530842
#> 
#> $CHE$A$equation2
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1  0.3492363 0.3356439  2.680923e-04    0.8721515
#> lag1_var2 -0.9736291 0.9539161 -2.417005e+00    0.1533937
#> lag1_var3 -2.3515073 1.4265821 -4.518712e+00   -0.6431852
#> lag1_var4  2.3071413 1.3687085  6.043739e-01    4.3639743
#> const     -4.8694646 4.8510750 -1.234086e+01    0.6551673
#> 
#> $CHE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09145397 0.5813695  -0.6012717    0.9042642
#> lag1_var2  2.16754469 2.2469321  -1.5823579    4.6076150
#> lag1_var3  3.90257094 3.2500324  -1.5295210    7.5340964
#> lag1_var4 -3.06862533 3.1647231  -6.6369259    2.2373531
#> const      7.79611985 7.7702656  -4.0772841   16.0530050
#> 
#> $CHE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3519836 0.5061394   -0.270804     1.038339
#> lag1_var2  1.2746275 2.0250546   -2.042935     3.506124
#> lag1_var3  1.9657583 2.9235960   -2.775218     5.067227
#> lag1_var4 -1.1496456 2.8652195   -4.177725     3.486114
#> const      3.0176272 7.5570003   -8.135727    12.386247
#> 
#> 
#> 
#> $CHL
#> $CHL$Sigma
#> $CHL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007758657 0.0001394554 0.0006420007  0.001002637
#> 
#> $CHL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02658872 0.006560737 -0.03640809  -0.01784884
#> Sigma[2,2]  1.59835291 0.387425516  1.09198158   2.12378576
#> 
#> $CHL$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0268005 0.007007592  0.01827232   0.03779532
#> Sigma[3,2] -1.3845806 0.398459800 -2.01809965  -0.98884135
#> Sigma[3,3]  1.6324648 0.532154939  1.08505142   2.46407009
#> 
#> $CHL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01266198 0.004284249  0.007615954   0.01856546
#> Sigma[4,2] -0.51245640 0.227740989 -0.881505117  -0.29255714
#> Sigma[4,3]  0.91934014 0.351885281  0.519708965   1.43667313
#> Sigma[4,4]  0.68661667 0.257550121  0.374312333   1.04105612
#> 
#> 
#> $CHL$A
#> $CHL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.983950347 0.01910941  0.95727328   1.00868516
#> lag1_var2 -0.006305336 0.03098051 -0.03981402   0.04448663
#> lag1_var3 -0.016963392 0.05258883 -0.07529546   0.06947813
#> lag1_var4  0.009829515 0.04591228 -0.06525046   0.06016214
#> const      0.834737009 0.14821761  0.62486431   1.03064494
#> 
#> $CHL$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.2510161 1.186065   -1.677185     1.432306
#> lag1_var2  1.0733969 1.807297   -1.585976     3.068198
#> lag1_var3  0.7127008 3.058652   -3.892925     3.846110
#> lag1_var4 -0.5868499 2.660410   -3.420043     3.427876
#> const      2.1645497 7.804080   -7.227501    13.664599
#> 
#> $CHL$A$equation3
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1  1.358848 1.112911  -0.1334517    2.8292595
#> lag1_var2 -1.823761 1.744723  -4.1124218    0.7304115
#> lag1_var3 -2.478478 2.929006  -6.1682485    1.9492597
#> lag1_var4  2.932040 2.565579  -0.9565282    6.1342209
#> const     -5.045993 7.022927 -16.3132972    2.8622499
#> 
#> $CHL$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.361039 0.6351952   0.5857569    2.2298856
#> lag1_var2 -1.727366 0.9091452  -3.0127275   -0.5805659
#> lag1_var3 -2.964460 1.5006426  -5.0916788   -0.9706281
#> lag1_var4  3.471412 1.3074618   1.7010957    5.3143871
#> const     -6.439204 4.0357493 -12.0435817   -1.2027442
#> 
#> 
#> 
#> $CHN
#> $CHN$Sigma
#> $CHN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003309738 7.052949e-05 0.0002314103 0.0004029926
#> 
#> $CHN$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.000988765 0.0005241058 -0.001673303 -0.0002663687
#> Sigma[2,2]  0.036135905 0.0091697234  0.026513483  0.0509452810
#> 
#> $CHN$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001929771 0.0009508556  0.0008413583  0.003320535
#> Sigma[3,2] -0.045682334 0.0158474920 -0.0683232023 -0.025949673
#> Sigma[3,3]  0.165247134 0.0427007298  0.1020820219  0.219600156
#> 
#> $CHN$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001289897 0.0007267622  0.0003841068  0.002299423
#> Sigma[4,2] -0.020663923 0.0107797177 -0.0340805211 -0.007210384
#> Sigma[4,3]  0.139783384 0.0343765014  0.0882846766  0.179989637
#> Sigma[4,4]  0.132165884 0.0299062221  0.0881730331  0.167738499
#> 
#> 
#> $CHN$A
#> $CHN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96380425 0.01447596  0.94339132   0.98268918
#> lag1_var2  0.03738919 0.07716701 -0.05776620   0.15276632
#> lag1_var3  0.02638663 0.09751022 -0.08353188   0.17665804
#> lag1_var4 -0.02473470 0.09586218 -0.17329785   0.08187631
#> const      0.94813179 0.28092183  0.69766942   1.39554873
#> 
#> $CHN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3368613 0.1241582   0.1744317    0.5022396
#> lag1_var2 -0.8904356 0.6480747  -1.7783233   -0.1011424
#> lag1_var3 -2.1803894 0.8901079  -3.4092791   -1.0812957
#> lag1_var4  2.1263901 0.8785509   1.0408443    3.3419033
#> const     -4.5646989 2.8075823  -8.3508725   -0.9116621
#> 
#> $CHN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5331946 0.2149494  -0.8454379   -0.2823928
#> lag1_var2  2.5808436 1.0279584   1.5309430    4.1870002
#> lag1_var3  4.3341555 1.3635947   2.8042122    6.3688975
#> lag1_var4 -3.2919002 1.3515771  -5.3156332   -1.7681328
#> const     11.3648784 5.3158354   4.7684375   19.1116017
#> 
#> $CHN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3028349 0.1960251  -0.5484585  -0.04663706
#> lag1_var2  1.6765576 0.8891619   0.6909053   2.74075373
#> lag1_var3  2.3601542 1.1448297   1.1303262   3.65014840
#> lag1_var4 -1.3312951 1.1301976  -2.5969001  -0.11415299
#> const      6.4540053 4.5040155   0.6119567  12.09278611
#> 
#> 
#> 
#> $CIV
#> $CIV$Sigma
#> $CIV$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00167164 0.0004390774  0.00123318  0.002347216
#> 
#> $CIV$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01719858 0.00430163 -0.02403703  -0.01185472
#> Sigma[2,2]  0.52314759 0.10510959  0.39796366   0.66351689
#> 
#> $CIV$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01218786 0.002981087  0.008468099   0.01637681
#> Sigma[3,2] -0.34708392 0.071925580 -0.444668271  -0.25379140
#> Sigma[3,3]  0.24482593 0.051198780  0.172735631   0.31376337
#> 
#> $CIV$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001042402 0.001189144 -0.0002402036  0.002932961
#> Sigma[4,2] -0.007956608 0.012259005 -0.0290181317  0.004727626
#> Sigma[4,3]  0.020346760 0.010222254  0.0082505752  0.037666769
#> Sigma[4,4]  0.015742994 0.003644130  0.0115149220  0.021368347
#> 
#> 
#> $CIV$A
#> $CIV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99651456 0.01773011  0.97157957   1.02107746
#> lag1_var2  0.04341608 0.07511608 -0.04982583   0.14994610
#> lag1_var3  0.07502030 0.11543322 -0.07649082   0.23254028
#> lag1_var4 -0.08846038 0.11571787 -0.24563501   0.06305904
#> const      1.01724426 0.40022878  0.44148051   1.52490648
#> 
#> $CIV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1868116 0.3942419  -0.7175242    0.3226256
#> lag1_var2 -0.1314376 1.9084946  -2.5314350    2.4645879
#> lag1_var3 -1.5352819 2.9644877  -5.2484997    2.5394186
#> lag1_var4  1.6237125 2.9409079  -2.4258925    5.2357497
#> const     -0.6757721 7.9980746 -10.7624985   11.0005378
#> 
#> $CIV$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08865569 0.2696335  -0.2463474    0.4711881
#> lag1_var2  1.45604015 1.2344938  -0.1408217    3.1674516
#> lag1_var3  3.10543542 1.9301656   0.5945670    5.7547658
#> lag1_var4 -2.24393988 1.9095495  -4.8878770    0.2482701
#> const      6.47256738 5.2052119  -1.0660407   13.3361172
#> 
#> $CIV$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.03281716 0.05409295 -0.08212027   0.05528138
#> lag1_var2  1.18154922 0.34155235  0.68000781   1.61957428
#> lag1_var3  1.81715305 0.52785580  1.04772261   2.50174140
#> lag1_var4 -0.87899524 0.54425250 -1.58118530  -0.06710202
#> const      4.78925866 1.70297835  2.27130683   6.62830110
#> 
#> 
#> 
#> $CMR
#> $CMR$Sigma
#> $CMR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007527427 0.0001750435 0.0005400981  0.001004555
#> 
#> $CMR$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003934503 0.001587827 -0.006321091 -0.002364138
#> Sigma[2,2]  0.088625049 0.015296432  0.070514915  0.109026792
#> 
#> $CMR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006556906 0.003106774  0.003822376   0.01171039
#> Sigma[3,2] -0.173188670 0.036885315 -0.221298024  -0.12257745
#> Sigma[3,3]  0.484730766 0.097367618  0.381478372   0.64474796
#> 
#> $CMR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003422581 0.002238516  0.001476184  0.007037513
#> Sigma[4,2] -0.104804675 0.027532472 -0.143692196 -0.067199071
#> Sigma[4,3]  0.357874000 0.075994845  0.273931998  0.484964123
#> Sigma[4,4]  0.284236345 0.062378178  0.218408595  0.384710028
#> 
#> 
#> $CMR$A
#> $CMR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95680789 0.01503867  0.93504134   0.97865755
#> lag1_var2  0.03850305 0.05864742 -0.05007417   0.09287420
#> lag1_var3  0.05710116 0.07175259 -0.05094114   0.12592564
#> lag1_var4 -0.05577798 0.06997631 -0.12241186   0.04962248
#> const      0.99669528 0.24881672  0.68559820   1.38332447
#> 
#> $CMR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2973238 0.3096375  -0.0783713    0.7987246
#> lag1_var2 -0.1050844 0.9669125  -1.4725645    1.1582185
#> lag1_var3 -1.3664435 1.2132886  -3.0980453    0.2135632
#> lag1_var4  1.3005591 1.1762342  -0.2393210    2.9726758
#> const     -2.0170756 4.5429482  -9.4414063    3.5990658
#> 
#> $CMR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.24027659 0.5724317  -0.4660102     1.086206
#> lag1_var2 -0.52730786 1.7980878  -2.9485854     1.893417
#> lag1_var3  0.03674769 2.2821535  -3.1044769     3.030127
#> lag1_var4  0.88416908 2.2069430  -2.0223305     3.913999
#> const     -1.00283929 8.3288554 -12.7240133    10.280500
#> 
#> $CMR$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.4990988 0.3864542   0.08411299    1.1485751
#> lag1_var2 -0.9770435 1.1779764  -2.72689624    0.5949508
#> lag1_var3 -1.5433490 1.5206889  -3.84229631    0.3986781
#> lag1_var4  2.4269758 1.4636321   0.54331371    4.6351839
#> const     -4.4825168 5.3421846 -13.17858922    1.2349304
#> 
#> 
#> 
#> $COD
#> $COD$Sigma
#> $COD$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002194501 0.0004010953  0.00168445  0.002781916
#> 
#> $COD$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001893807 0.001731210 -0.004936901 -0.0002791635
#> Sigma[2,2]  0.034753018 0.009888895  0.023442530  0.0509169205
#> 
#> $COD$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.004668494 0.004033843 -0.00857638  0.001849855
#> Sigma[3,2] -0.063390438 0.019585263 -0.09742309 -0.044871702
#> Sigma[3,3]  0.218455225 0.040011913  0.17108668  0.274297083
#> 
#> $COD$Sigma$equation4
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[4,1] -0.006170395 0.003478799 -0.01053812 -0.0007182643
#> Sigma[4,2] -0.041626230 0.013823324 -0.06512450 -0.0276389548
#> Sigma[4,3]  0.181081677 0.031076764  0.14082059  0.2181620116
#> Sigma[4,4]  0.157447132 0.027169686  0.12202299  0.1941653098
#> 
#> 
#> $COD$A
#> $COD$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9365188 0.0302916  0.90243669   0.98627836
#> lag1_var2  0.2553657 0.1397266  0.04429489   0.42011790
#> lag1_var3  0.3920221 0.2189715  0.08634963   0.68142157
#> lag1_var4 -0.3963606 0.2167097 -0.68533168  -0.09540974
#> const      1.9048829 0.4976175  1.12484969   2.47393586
#> 
#> $COD$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.29729071 0.1758533  0.04370232    0.4835434
#> lag1_var2  0.49535236 0.6931373 -0.36425128    1.5102297
#> lag1_var3  0.04026995 1.0817866 -1.30823270    1.7152848
#> lag1_var4 -0.13128830 1.0705956 -1.79843624    1.1970082
#> const      1.28170294 3.1557664 -1.96177517    6.4855952
#> 
#> $COD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3723644 0.2826838  -0.7811789   0.03699112
#> lag1_var2  0.2188178 1.3628450  -1.8048741   1.75491479
#> lag1_var3  0.3871316 2.5400801  -3.1559623   3.81636408
#> lag1_var4  0.6923145 2.5567672  -2.7989379   4.22979571
#> const      0.7167237 6.6249441  -8.7772411   8.68658078
#> 
#> $COD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.17819284 0.2236217  -0.4928561    0.1442103
#> lag1_var2  0.31196599 1.1711740  -1.1014397    1.8553132
#> lag1_var3  0.04798781 2.2313888  -2.4911635    3.4104088
#> lag1_var4  0.99346191 2.2482380  -2.4136831    3.5318985
#> const      0.11307341 5.8965702  -7.1128004    8.2787702
#> 
#> 
#> 
#> $COG
#> $COG$Sigma
#> $COG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002023437 0.0003442716 0.001486802  0.002401524
#> 
#> $COG$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01003235 0.003886399 -0.01527376 -0.004243465
#> Sigma[2,2]  0.17615688 0.051733629  0.11986507  0.259736823
#> 
#> $COG$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008299581 0.00369028  0.002696668   0.01341548
#> Sigma[3,2] -0.157648690 0.04664945 -0.235738509  -0.10861051
#> Sigma[3,3]  0.150736203 0.04415383  0.105353648   0.22511002
#> 
#> $COG$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001828892 0.001480427 -0.0002403319  0.003812488
#> Sigma[4,2] -0.048879923 0.016501921 -0.0745371322 -0.030275717
#> Sigma[4,3]  0.055533948 0.016655551  0.0375897793  0.081695128
#> Sigma[4,4]  0.028123282 0.006636448  0.0200858337  0.037984788
#> 
#> 
#> $COG$A
#> $COG$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9505510 0.02302591  0.92129656    0.9837816
#> lag1_var2  0.1683825 0.06335369  0.07082769    0.2452365
#> lag1_var3  0.2896118 0.09230796  0.14980153    0.4035317
#> lag1_var4 -0.2894982 0.09295196 -0.40291944   -0.1539784
#> const      1.7152459 0.28157772  1.31149837    2.0830102
#> 
#> $COG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3891105 0.2725982 -0.01728339    0.6899399
#> lag1_var2 -0.1209612 0.9127448 -1.38622250    0.8166936
#> lag1_var3 -1.2919258 1.3059308 -2.99451366    0.2217036
#> lag1_var4  1.2729709 1.3134933 -0.29740718    3.0161096
#> const     -2.7119107 3.7698629 -7.91062140    2.2997374
#> 
#> $COG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3194025 0.2322161  -0.5668016  0.003814827
#> lag1_var2  1.3415749 0.9093467   0.4514945  2.573827888
#> lag1_var3  2.7345448 1.3208475   1.3008605  4.481940296
#> lag1_var4 -1.7794344 1.3285403  -3.4929944 -0.243618749
#> const      7.0558138 3.3163601   2.1589376 11.334672808
#> 
#> $COG$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.08226776 0.09109414  -0.1905840   0.03614241
#> lag1_var2  0.96106405 0.41252159   0.5608869   1.61905925
#> lag1_var3  1.42241533 0.62461749   0.8255282   2.42478593
#> lag1_var4 -0.44562884 0.62280927  -1.4303359   0.16391242
#> const      3.55110695 1.27031615   1.7190395   5.24171862
#> 
#> 
#> 
#> $COL
#> $COL$Sigma
#> $COL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008688698 0.0001832877 0.0006462249  0.001153521
#> 
#> $COL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03818298 0.009132784 -0.05013778  -0.02761132
#> Sigma[2,2]  3.68086091 0.582387664  2.79031774   4.43174771
#> 
#> $COL$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02442393 0.006569928  0.01584582   0.03341625
#> Sigma[3,2] -2.56619431 0.418855265 -3.07504077  -1.96685549
#> Sigma[3,3]  2.21200982 0.364533482  1.65844535   2.67406299
#> 
#> $COL$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0006446323 0.003185836 -0.004106698  0.003949235
#> Sigma[4,2] -0.1428404348 0.210692954 -0.432766994  0.144623638
#> Sigma[4,3]  0.5754957400 0.204827167  0.296699534  0.886367099
#> Sigma[4,4]  0.5429096785 0.122434734  0.357514134  0.683595833
#> 
#> 
#> $COL$A
#> $COL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94842387 0.01627491  0.92447392   0.96787017
#> lag1_var2  0.07134105 0.03380659  0.03667349   0.12163390
#> lag1_var3  0.10707042 0.05007819  0.05609245   0.18083155
#> lag1_var4 -0.10226009 0.04651168 -0.17168762  -0.05437106
#> const      1.05578310 0.21035119  0.72254001   1.30650830
#> 
#> $COL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9021366  0.965034  -0.2531019    2.4484837
#> lag1_var2 -2.0768844  1.792841  -4.9260134   -0.2456405
#> lag1_var3 -4.1867658  2.645739  -8.4593531   -1.4410648
#> lag1_var4  3.9924411  2.473217   1.3334490    7.8547753
#> const     -7.2193223 13.964854 -21.9414187   17.2697163
#> 
#> $COL$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.066739  0.8583542 -2.13884561    0.2858958
#> lag1_var2  3.049580  1.9308893 -0.07658174    5.5095183
#> lag1_var3  5.329335  2.8912834  0.60530181    8.9068408
#> lag1_var4 -4.151065  2.7150563 -7.49587017    0.3071651
#> const     13.928588 11.5292086 -4.75797137   25.4616767
#> 
#> $COL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5473081 0.5185806  -1.0046983    0.3194802
#> lag1_var2  1.3965424 1.4324921  -0.8882228    2.8504326
#> lag1_var3  2.1353509 2.1726422  -1.3768885    4.3068453
#> lag1_var4 -1.0355466 2.0543265  -3.0979027    2.2791463
#> const      7.8383425 6.2774939  -2.3889454   14.5963772
#> 
#> 
#> 
#> $COM
#> $COM$Sigma
#> $COM$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008133518 0.000190477 0.0004987761  0.001058474
#> 
#> $COM$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001721523 0.000882432 -0.002998079 -0.0006764911
#> Sigma[2,2]  0.032132214 0.007200063  0.023122981  0.0442611778
#> 
#> $COM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002727305 0.001438999  0.001070631  0.004723513
#> Sigma[3,2] -0.027684071 0.008797682 -0.039605772 -0.016154636
#> Sigma[3,3]  0.059567787 0.016639627  0.040896462  0.079804916
#> 
#> $COM$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002043699 0.001184142  0.0007458927  0.003731195
#> Sigma[4,2] -0.014514683 0.007065213 -0.0232693500 -0.004809377
#> Sigma[4,3]  0.049657045 0.013934864  0.0339961998  0.066238699
#> Sigma[4,4]  0.045273063 0.011603561  0.0323395953  0.058681239
#> 
#> 
#> $COM$A
#> $COM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98521925 0.02392749  0.95033233   1.00657677
#> lag1_var2 -0.04212491 0.04583736 -0.08446190   0.03325443
#> lag1_var3 -0.10713467 0.08639081 -0.18678321   0.03074342
#> lag1_var4  0.09930538 0.08323849 -0.03045704   0.17125804
#> const      0.64646335 0.17530875  0.41592783   0.88657867
#> 
#> $COM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03554417 0.1700191  -0.2065335   0.25423669
#> lag1_var2  0.51267445 0.2471325   0.1981818   0.86419290
#> lag1_var3 -0.67277269 0.4669560  -1.3032505  -0.05660892
#> lag1_var4  0.70180009 0.4391694   0.1210217   1.27991529
#> const     -1.00423109 1.0071058  -2.6761657  -0.09980373
#> 
#> $COM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.26653184 0.2339539 -0.05028469    0.6083211
#> lag1_var2 -0.08626101 0.2456114 -0.44222410    0.2377933
#> lag1_var3  0.49336654 0.4621839 -0.20832341    1.0721282
#> lag1_var4  0.35780748 0.4094150 -0.18140403    0.9685242
#> const      0.35063160 1.6719853 -2.25285586    2.4783840
#> 
#> $COM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.29445365 0.1885258  0.06714351    0.5844883
#> lag1_var2 -0.02223231 0.2308341 -0.28167735    0.3098517
#> lag1_var3 -0.18546923 0.4237792 -0.77573261    0.3903050
#> lag1_var4  1.07392890 0.3853667  0.50768533    1.5743590
#> const     -1.45602930 1.5487473 -3.87349665    0.2151300
#> 
#> 
#> 
#> $CPV
#> $CPV$Sigma
#> $CPV$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003828816 0.001108816 0.002628395   0.00558571
#> 
#> $CPV$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02931034 0.01164156 -0.04843064  -0.01651644
#> Sigma[2,2]  0.51688493 0.13703041  0.37009005   0.74056953
#> 
#> $CPV$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04493667 0.02443809  0.02185599   0.08667237
#> Sigma[3,2] -0.59310626 0.25698683 -0.99054744  -0.35200495
#> Sigma[3,3]  1.15690815 0.48690029  0.69320631   1.93980250
#> 
#> $CPV$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03268689 0.02081541  0.01405033   0.06817339
#> Sigma[4,2] -0.33953445 0.20970538 -0.65157698  -0.14271000
#> Sigma[4,3]  0.93803947 0.39641704  0.53997328   1.57962608
#> Sigma[4,4]  0.85481646 0.32655744  0.51127789   1.38985069
#> 
#> 
#> $CPV$A
#> $CPV$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.92199499 0.03196540  0.867667274   0.94628333
#> lag1_var2  0.05819090 0.03710859  0.008792588   0.10957511
#> lag1_var3  0.07973404 0.07609166 -0.018214066   0.19682191
#> lag1_var4 -0.07350719 0.07120735 -0.182396795   0.02078915
#> const      1.17919734 0.52673706  0.576389845   1.97166677
#> 
#> $CPV$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03233506 0.3917945  -0.4816454    0.5650624
#> lag1_var2  0.60112728 0.7222447  -0.2702704    1.7290693
#> lag1_var3 -0.07699488 1.3372757  -1.7030976    1.8631145
#> lag1_var4  0.12658972 1.2639374  -1.6944886    1.6874451
#> const      0.82268516 5.9080470  -7.2678590    8.9841566
#> 
#> $CPV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6762092 0.5567329  -1.4043542    0.1390805
#> lag1_var2  1.7327049 0.7711956   0.5792169    2.7224419
#> lag1_var3  3.6477189 1.5089531   1.4565749    5.6157696
#> lag1_var4 -2.5976325 1.3945128  -4.4068590   -0.5654363
#> const      8.9336737 8.0846711  -0.5257370   21.9393736
#> 
#> $CPV$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7686492 0.4297083  -1.2461956  -0.06629716
#> lag1_var2  1.9486375 0.6618058   0.8398916   2.66426822
#> lag1_var3  3.3760406 1.3154905   1.1313382   4.87775251
#> lag1_var4 -2.2389114 1.2032974  -3.5853462  -0.16954206
#> const      8.3887937 6.1427386   1.2408562  17.98289168
#> 
#> 
#> 
#> $CRI
#> $CRI$Sigma
#> $CRI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004890732 0.0001098991 0.0003175052 0.0006115088
#> 
#> $CRI$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01998799 0.005761956 -0.02745754  -0.01218099
#> Sigma[2,2]  2.01365865 0.459316492  1.49469927   2.65029537
#> 
#> $CRI$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01531588 0.005205569  0.007932987   0.02182566
#> Sigma[3,2] -0.75674692 0.344797259 -1.198624071  -0.32065876
#> Sigma[3,3]  2.37513662 0.527490895  1.568228768   2.90552376
#> 
#> $CRI$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.003661784 0.005287171 -0.003153415   0.01059917
#> Sigma[4,2] 0.502850611 0.321068629  0.084199916   0.94403636
#> Sigma[4,3] 2.084839286 0.468418909  1.437339531   2.57547199
#> Sigma[4,4] 2.600268107 0.408837446  2.104568878   3.12317914
#> 
#> 
#> $CRI$A
#> $CRI$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95204664 0.02441008  0.914363920   0.97957328
#> lag1_var2  0.04774490 0.04715730 -0.006451235   0.12026122
#> lag1_var3  0.07021134 0.07337434 -0.017174382   0.18277550
#> lag1_var4 -0.06743686 0.06773542 -0.172252053   0.01215736
#> const      1.00919256 0.22386029  0.771268584   1.36006582
#> 
#> $CRI$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1   2.320554  0.8917068    1.092667     3.416546
#> lag1_var2  -4.699685  1.8018434   -7.108796    -2.123563
#> lag1_var3  -8.717531  2.6592507  -12.294702    -4.931622
#> lag1_var4   8.185260  2.5527642    4.549031    11.599831
#> const     -21.493697 13.3722943  -38.067317    -3.349140
#> 
#> $CRI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3934561  1.545066  -2.8889663    1.3727434
#> lag1_var2  3.8086181  3.042257   0.5025478    8.6266618
#> lag1_var3  6.8064747  4.822973   1.4712510   14.4572537
#> lag1_var4 -5.8624100  4.450825 -13.0186044   -0.8900283
#> const     10.9923649 12.803747  -3.7303638   30.8837076
#> 
#> $CRI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0695019  1.452225  -0.9539374     3.047600
#> lag1_var2  0.7596581  2.879801  -2.7886905     5.251966
#> lag1_var3  1.1775136  4.581234  -4.4514544     8.422000
#> lag1_var4 -0.5484590  4.234737  -7.2809094     4.541678
#> const     -3.9232305 12.215413 -21.9131141    11.226811
#> 
#> 
#> 
#> $CUB
#> $CUB$Sigma
#> $CUB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002547491 0.0003520251  0.00207199  0.002980221
#> 
#> $CUB$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01034351 0.0027711  -0.0144152  -0.00683594
#> Sigma[2,2]  0.23470674 0.0628192   0.1654617   0.32278497
#> 
#> $CUB$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02375216 0.004724886  0.01676841   0.03037828
#> Sigma[3,2] -0.18983685 0.066620821 -0.26253690  -0.09637946
#> Sigma[3,3]  0.64837960 0.104722482  0.48863528   0.77018842
#> 
#> $CUB$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01922375 0.004786291   0.0119559   0.02552445
#> Sigma[4,2] -0.07006714 0.060991045  -0.1459725   0.03059963
#> Sigma[4,3]  0.56041981 0.094500418   0.4180445   0.66255655
#> Sigma[4,4]  0.53435553 0.092869973   0.3821792   0.62877656
#> 
#> 
#> $CUB$A
#> $CUB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98003515 0.04077590  0.91018823   1.01524302
#> lag1_var2  0.03639031 0.07526865 -0.05093138   0.14738769
#> lag1_var3  0.09304790 0.14332217 -0.07132417   0.30572374
#> lag1_var4 -0.10328317 0.13400025 -0.29784579   0.05565965
#> const      1.11860199 0.49217173  0.43647566   1.89351968
#> 
#> $CUB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3095409 0.3137588  -0.7988084   0.05449514
#> lag1_var2  1.1764766 0.7376787   0.4010883   2.41657269
#> lag1_var3  0.4022905 1.4103000  -1.0822108   2.77384069
#> lag1_var4 -0.2748115 1.3229455  -2.5121320   1.07859693
#> const      0.7344606 3.8301281  -4.4626389   6.11745004
#> 
#> $CUB$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.234909 0.7497815   0.4496996    2.2835775
#> lag1_var2 -1.464891 1.5368695  -3.4486395    0.6659154
#> lag1_var3 -1.700963 2.9730180  -5.5268721    2.4661375
#> lag1_var4  2.221191 2.8523324  -1.9059202    5.8551758
#> const     -4.415716 9.9479635 -16.1982963    8.5191028
#> 
#> $CUB$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.128028 0.6877689   0.3368079    1.9866281
#> lag1_var2 -1.089855 1.4622429  -3.0907785    0.9602518
#> lag1_var3 -1.949683 2.8575207  -5.8621221    2.0944004
#> lag1_var4  2.540934 2.7556136  -1.4651194    6.2840626
#> const     -5.614725 9.1003650 -15.4618235    7.1412668
#> 
#> 
#> 
#> $CYP
#> $CYP$Sigma
#> $CYP$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001073312 0.0002610001 0.0007399834   0.00144115
#> 
#> $CYP$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02654108 0.01058623  -0.0435049  -0.01636681
#> Sigma[2,2]  1.60702299 0.52129076   1.1562398   2.49863082
#> 
#> $CYP$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01923195 0.006982861  0.01237599   0.03079862
#> Sigma[3,2] -1.03851822 0.345108129 -1.66095301  -0.79253007
#> Sigma[3,3]  1.01397499 0.295559596  0.76702128   1.52869931
#> 
#> $CYP$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002233357 0.003530344 -0.001211888  0.008078499
#> Sigma[4,2] -0.014455448 0.164983292 -0.205036249  0.249293585
#> Sigma[4,3]  0.376661620 0.113978803  0.231027115  0.510896242
#> Sigma[4,4]  0.395030449 0.107903596  0.267398530  0.542665395
#> 
#> 
#> $CYP$A
#> $CYP$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9424303 0.01668189  0.91756267   0.96422291
#> lag1_var2  0.1000000 0.03237133  0.04364104   0.12702539
#> lag1_var3  0.1576220 0.05171024  0.06752118   0.19948810
#> lag1_var4 -0.1547464 0.04930839 -0.19616527  -0.06819819
#> const      1.2024848 0.15737518  0.99656373   1.44292473
#> 
#> $CYP$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.7273085  1.193371   -1.143012     2.049882
#> lag1_var2  -3.0498477  1.746485   -5.374076    -0.479709
#> lag1_var3  -6.2065867  2.768515   -9.875096    -2.128223
#> lag1_var4   6.1870631  2.597170    2.467450     9.720286
#> const     -14.7733719 12.673793  -28.111516     7.155056
#> 
#> $CYP$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2083282 0.9023816 -0.78286262    1.6229222
#> lag1_var2  1.6031245 1.9011968 -0.60918151    4.2604777
#> lag1_var3  3.4653518 3.0191078 -0.02474645    7.6539538
#> lag1_var4 -2.6435354 2.8663545 -6.67615712    0.6435688
#> const      5.8548595 9.2849523 -8.28010546   17.8324182
#> 
#> $CYP$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.7226625 0.5834975  -0.05406336    1.4131530
#> lag1_var2 -0.6824838 1.3557435  -2.47811094    0.9361087
#> lag1_var3 -1.0143755 2.1569855  -3.88159076    1.5095669
#> lag1_var4  1.8363877 2.0158458  -0.58315422    4.5448562
#> const     -5.5224206 4.3222998 -10.20350642    0.9236477
#> 
#> 
#> 
#> $CZE
#> $CZE$Sigma
#> $CZE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007622542 0.0002845015 0.0004805669  0.001257646
#> 
#> $CZE$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01435385 0.006650394 -0.02387961 -0.006884623
#> Sigma[2,2]  0.80194761 0.147114853  0.63240435  1.029959333
#> 
#> $CZE$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01004846 0.004661626  0.004173099   0.01675293
#> Sigma[3,2] -0.50281140 0.106767656 -0.657778191  -0.35747441
#> Sigma[3,3]  0.39819444 0.097605355  0.263253335   0.54975440
#> 
#> $CZE$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001533049 0.003134201 -0.003214324  0.005732564
#> Sigma[4,2] -0.023578827 0.057189406 -0.098334023  0.055907328
#> Sigma[4,3]  0.103013595 0.047568986  0.051578451  0.177939613
#> Sigma[4,4]  0.094766622 0.031811174  0.061995570  0.144219323
#> 
#> 
#> $CZE$A
#> $CZE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99133064 0.01570276  0.96758109   1.00871773
#> lag1_var2 -0.05421909 0.04849237 -0.12114611   0.01435273
#> lag1_var3 -0.09838943 0.08142248 -0.20924265   0.01754102
#> lag1_var4  0.09220573 0.08057449 -0.02085623   0.20294053
#> const      0.59090540 0.29726826  0.24249783   1.03039893
#> 
#> $CZE$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.010872 0.5736487 -1.67801457   -0.1940523
#> lag1_var2  3.209327 2.2075525 -0.06637924    5.8272057
#> lag1_var3  3.845698 3.6988636 -1.73350181    8.0546231
#> lag1_var4 -3.550709 3.6241805 -7.70155852    1.8964844
#> const      8.859989 9.9422904 -5.65685773   20.2179181
#> 
#> $CZE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5098747 0.4441405  -0.1590702     1.002664
#> lag1_var2 -0.5233401 1.6842932  -2.5265344     1.857183
#> lag1_var3  0.1131794 2.7989276  -3.2353053     4.076747
#> lag1_var4  0.6439756 2.7505002  -3.1999722     3.974898
#> const      1.3285379 8.4447537 -10.2223833    12.554257
#> 
#> $CZE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09474992 0.2359024 -0.41973684    0.2468701
#> lag1_var2  1.14813682 0.7491746  0.04758758    2.1023789
#> lag1_var3  2.00133425 1.2567284  0.15446064    3.5913464
#> lag1_var4 -1.04243898 1.2280180 -2.59574251    0.7474734
#> const      5.11867017 3.9490553 -0.25276575   10.1414256
#> 
#> 
#> 
#> $DEU
#> $DEU$Sigma
#> $DEU$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004240048 5.426464e-05 0.0003539646 0.0004960684
#> 
#> $DEU$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006182553 0.001457405 -0.008311431 -0.004452424
#> Sigma[2,2]  0.363746471 0.097038616  0.250043522  0.510008889
#> 
#> $DEU$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006032114 0.002079035  0.003731987  0.008984681
#> Sigma[3,2] -0.330777217 0.081600983 -0.452968368 -0.231203066
#> Sigma[3,3]  0.504786068 0.102539338  0.370632772  0.650574133
#> 
#> $DEU$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002504128 0.001412257  0.0009937848  0.004478515
#> Sigma[4,2] -0.124915453 0.037035496 -0.1696866465 -0.065530642
#> Sigma[4,3]  0.331496623 0.079871263  0.2451262552  0.449657741
#> Sigma[4,4]  0.276073241 0.077013344  0.1901252112  0.394973798
#> 
#> 
#> $DEU$A
#> $DEU$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97495596 0.02208359  0.94869685   1.00836157
#> lag1_var2 -0.02157046 0.05556921 -0.09302332   0.05436362
#> lag1_var3 -0.03912498 0.09585824 -0.15895618   0.09467524
#> lag1_var4  0.03818486 0.09055009 -0.09247585   0.14560494
#> const      0.77780345 0.19687486  0.55222268   1.05130742
#> 
#> $DEU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3417086 0.6550641   -1.172316    0.6002855
#> lag1_var2  4.4186769 1.4326321    2.347947    6.3434973
#> lag1_var3  6.2634320 2.4529717    2.768492    9.6516499
#> lag1_var4 -6.3626092 2.3163008   -9.678730   -3.1407056
#> const     17.4133434 7.2853957    7.675902   26.5914594
#> 
#> $DEU$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.6618566 0.8014664  -0.3469412   1.77498926
#> lag1_var2  -2.8896874 1.8751352  -5.5475609  -0.48414887
#> lag1_var3  -4.1560856 3.2423345  -8.7830804   0.02885378
#> lag1_var4   5.0251994 3.0418857   1.0765173   9.37541740
#> const     -12.1385233 9.0191170 -23.3242344   1.87729183
#> 
#> $DEU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4753243 0.5632378  -0.3527842     1.162873
#> lag1_var2 -0.6532047 1.3274414  -2.5019767     1.206701
#> lag1_var3 -1.1022792 2.2898977  -4.3666239     2.063857
#> lag1_var4  1.9401153 2.1491300  -0.9867887     5.057141
#> const     -3.9711365 6.3990725 -10.8068068     6.437458
#> 
#> 
#> 
#> $DJI
#> $DJI$Sigma
#> $DJI$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004945843 0.000103469 0.0003568429 0.0006248049
#> 
#> $DJI$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003952727 0.001067366 -0.005291577 -0.002394752
#> Sigma[2,2]  0.116019381 0.034465017  0.075916485  0.169474204
#> 
#> $DJI$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001828863 0.0008373526  0.0006284159  0.002738021
#> Sigma[3,2] -0.071965992 0.0261348130 -0.1131649689 -0.046139001
#> Sigma[3,3]  0.054711418 0.0200828583  0.0376088078  0.087044483
#> 
#> $DJI$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0004632231 0.0007102911 -0.0005039325  0.001264895
#> Sigma[4,2] -0.0437547573 0.0211545956 -0.0790434349 -0.027041934
#> Sigma[4,3]  0.0407655473 0.0164456275  0.0287858838  0.066652511
#> Sigma[4,4]  0.0359667751 0.0137164507  0.0259719982  0.059027555
#> 
#> 
#> $DJI$A
#> $DJI$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95897116 0.01734299  0.942675676   0.98286450
#> lag1_var2  0.01602933 0.01557399 -0.004985943   0.03391514
#> lag1_var3  0.06760306 0.04259718  0.007340795   0.12151359
#> lag1_var4 -0.06731154 0.03388324 -0.108842795  -0.01910523
#> const      1.08631834 0.18029661  0.828812597   1.31729328
#> 
#> $DJI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.13849856 0.1465312 -0.06665785    0.3186205
#> lag1_var2  0.70947401 0.1580734  0.54248312    0.9456675
#> lag1_var3  0.21486112 0.4320563 -0.34166589    0.8354392
#> lag1_var4 -0.07538852 0.3334175 -0.57325918    0.3550416
#> const      1.98498127 1.8316870 -0.05391478    4.7053402
#> 
#> $DJI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.13826834 0.1079666 -0.02598640   0.24606825
#> lag1_var2 -0.06080254 0.1150373 -0.22104517   0.08514851
#> lag1_var3  0.14512895 0.2025462 -0.07499083   0.47296200
#> lag1_var4  0.58703273 0.1636652  0.32585684   0.78934401
#> const     -0.08985574 0.8149178 -1.18985902   1.04747920
#> 
#> $DJI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1942112 0.1447878  -0.0407689    0.3169108
#> lag1_var2 -0.0616742 0.1315385  -0.2099593    0.1397237
#> lag1_var3 -0.6067724 0.2692335  -0.8782730   -0.2044870
#> lag1_var4  1.4199309 0.2196365   1.0869320    1.6591108
#> const     -1.8131169 0.8843560  -3.0192205   -0.5845239
#> 
#> 
#> 
#> $DNK
#> $DNK$Sigma
#> $DNK$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005177216 0.000148132 0.0003330643 0.0007381914
#> 
#> $DNK$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01411356 0.004107842 -0.01989348 -0.008764572
#> Sigma[2,2]  0.83165707 0.161351607  0.61452669  1.043016599
#> 
#> $DNK$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0141906 0.004477296  0.008647211   0.02052243
#> Sigma[3,2] -0.5603162 0.142524878 -0.749186488  -0.39446960
#> Sigma[3,3]  0.7284548 0.157187516  0.572116507   1.00187928
#> 
#> $DNK$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00530983 0.003513967  0.000852028   0.01057738
#> Sigma[4,2] -0.01486151 0.084292541 -0.135044622   0.06926194
#> Sigma[4,3]  0.39107805 0.112233087  0.261768054   0.55699155
#> Sigma[4,4]  0.41445807 0.100301752  0.290939144   0.56552689
#> 
#> 
#> $DNK$A
#> $DNK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.974194004 0.01543246  0.95397935   0.99257813
#> lag1_var2 -0.003620133 0.04248795 -0.05710451   0.05967843
#> lag1_var3 -0.011986459 0.06396397 -0.08947020   0.08567151
#> lag1_var4  0.008776545 0.06100636 -0.08315834   0.08459965
#> const      0.877927448 0.24299628  0.57844128   1.20994379
#> 
#> $DNK$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5395192 0.7642197  -0.3391213     1.490282
#> lag1_var2 -0.9281650 2.1493257  -3.4725856     2.198379
#> lag1_var3 -2.6161092 3.3024413  -6.5350884     2.223432
#> lag1_var4  2.5031504 3.1213445  -2.0907074     6.222731
#> const     -5.5406741 8.7196000 -18.3051649     3.973625
#> 
#> $DNK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5305255 0.7479051  -1.3381994    0.7156673
#> lag1_var2  1.8453696 1.9207331  -1.1064015    3.8587684
#> lag1_var3  3.8019907 2.9466400  -0.6426283    6.9483797
#> lag1_var4 -2.7550696 2.7744142  -5.6915028    1.4325176
#> const     10.6442465 8.7062908  -4.1583898   20.0608632
#> 
#> $DNK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1842635 0.6204122  -0.9734731    0.7057019
#> lag1_var2  0.9282709 1.7331641  -1.5059618    3.0550944
#> lag1_var3  1.6314253 2.6476157  -2.0467454    4.8916223
#> lag1_var4 -0.6310278 2.5153998  -3.7382305    2.8683518
#> const      5.4525810 7.9970280  -6.0548618   15.3718193
#> 
#> 
#> 
#> $DOM
#> $DOM$Sigma
#> $DOM$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001007559 0.0002226108 0.0007216882  0.001274081
#> 
#> $DOM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0008015945 0.004218411 -0.005476585  0.005776193
#> Sigma[2,2] 0.3664017967 0.081954974  0.276291730  0.483319627
#> 
#> $DOM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02333388 0.00485102  0.01701123   0.03043398
#> Sigma[3,2] -0.06463394 0.12114223 -0.24887530   0.08469558
#> Sigma[3,3]  1.12132575 0.22590335  0.88678892   1.47426728
#> 
#> $DOM$Sigma$equation4
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[4,1] 0.02559298 0.00556262  0.01858994   0.03211945
#> Sigma[4,2] 0.16819448 0.12690846 -0.03562402   0.33468583
#> Sigma[4,3] 1.15783543 0.19080136  0.89444537   1.41568250
#> Sigma[4,4] 1.34801177 0.15609910  1.08961830   1.52769647
#> 
#> 
#> $DOM$A
#> $DOM$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  1.00260209 0.02071285  0.9801654712  1.032466382
#> lag1_var2 -0.04803109 0.03283211 -0.0976979984 -0.007559032
#> lag1_var3 -0.09052188 0.06981295 -0.1922429577 -0.002638044
#> lag1_var4  0.07964811 0.06468198 -0.0001478514  0.174120559
#> const      0.59534993 0.22358684  0.2261995875  0.863268221
#> 
#> $DOM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2213706 0.3778781  -0.7490606    0.2684683
#> lag1_var2  1.1546538 0.5566729   0.3529960    1.7784921
#> lag1_var3  1.0449616 1.0435001  -0.4006894    2.2639662
#> lag1_var4 -0.9588434 0.9107275  -1.9945876    0.3139767
#> const      3.2612588 2.9117027  -2.0706621    5.3663991
#> 
#> $DOM$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.221634 0.5596003   0.4613177   1.99839556
#> lag1_var2 -1.481984 0.8728451  -2.8678515  -0.34473123
#> lag1_var3 -2.126151 1.7137650  -4.8612041  -0.06941866
#> lag1_var4  2.693266 1.5524272   0.8916099   5.21451231
#> const     -6.512030 5.0971614 -15.3624251  -1.38675444
#> 
#> $DOM$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.166545 0.5914621   0.3724641   2.09341647
#> lag1_var2 -1.173833 0.8626442  -2.2920586  -0.02176946
#> lag1_var3 -2.141747 1.6658704  -4.4869694  -0.11041625
#> lag1_var4  2.764655 1.4920756   0.9704427   4.83741025
#> const     -6.720011 5.3763178 -15.4997867  -2.11739699
#> 
#> 
#> 
#> $DZA
#> $DZA$Sigma
#> $DZA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005682416 0.0001442063 0.0003804567 0.0007593276
#> 
#> $DZA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01166532 0.007160193  -0.0221071  -0.00335441
#> Sigma[2,2]  3.58572758 0.928570399   2.6865649   5.00413361
#> 
#> $DZA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006647405 0.004034842  0.001615284   0.01311834
#> Sigma[3,2] -1.396096770 0.479701290 -2.086685922  -0.92147033
#> Sigma[3,3]  0.925658271 0.232984872  0.663315128   1.25556734
#> 
#> $DZA$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.001649632 0.004411282 -0.005483854   0.00661913
#> Sigma[4,2] 0.208913058 0.241976587 -0.133545638   0.52284067
#> Sigma[4,3] 0.363620011 0.136892587  0.225015083   0.58846189
#> Sigma[4,4] 0.531965817 0.125711215  0.387295439   0.71812477
#> 
#> 
#> $DZA$A
#> $DZA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.983027475 0.01666984  0.96187600   1.00732224
#> lag1_var2 -0.005245991 0.01960641 -0.03259809   0.02274190
#> lag1_var3 -0.014134055 0.04558901 -0.07722508   0.05117835
#> lag1_var4  0.004485254 0.03975991 -0.05260263   0.06007491
#> const      0.857730877 0.16570811  0.60179803   1.04609106
#> 
#> $DZA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5760739  1.267191   -2.459898     1.135729
#> lag1_var2 -0.1015396  1.830178   -2.117773     2.563750
#> lag1_var3 -2.0737015  4.233628   -6.686721     4.136558
#> lag1_var4  2.6900624  3.730098   -2.780926     6.950292
#> const     -8.2678251 10.185705  -23.576965     3.264404
#> 
#> $DZA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6807795 0.6118247  -0.1337393     1.500463
#> lag1_var2  0.2630767 0.7656897  -0.7388691     1.366121
#> lag1_var3  1.3082891 1.7874418  -1.0044630     3.875861
#> lag1_var4 -0.8868212 1.5287529  -3.0892905     1.214004
#> const      5.1039029 5.1858724  -2.0173537    12.809526
#> 
#> $DZA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.46345927 0.4802719   0.0504333    1.2326173
#> lag1_var2 -0.07702978 0.6065480  -1.0339815    0.5285156
#> lag1_var3 -0.28201716 1.4364187  -2.5546084    1.1528453
#> lag1_var4  0.99726244 1.2439306  -0.2347135    2.9336188
#> const     -0.52006225 3.8313276  -6.2893488    3.8485423
#> 
#> 
#> 
#> $ECU
#> $ECU$Sigma
#> $ECU$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001008153 0.0002953101 0.0007207806  0.001465558
#> 
#> $ECU$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01419796 0.005901245 -0.02426209 -0.008734256
#> Sigma[2,2]  0.39549310 0.115570053  0.28575005  0.586569631
#> 
#> $ECU$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03041224 0.01078459  0.01488826   0.04238186
#> Sigma[3,2] -0.58992924 0.20980729 -0.84453080  -0.28864631
#> Sigma[3,3]  2.70966212 0.76457398  1.75200124   3.83226477
#> 
#> $ECU$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02250273 0.009188086  0.00882125   0.03317742
#> Sigma[4,2] -0.35476553 0.162336023 -0.55552946  -0.11113611
#> Sigma[4,3]  2.44940896 0.684596648  1.63248663   3.47343590
#> Sigma[4,4]  2.33368895 0.632400939  1.62726109   3.28683555
#> 
#> 
#> $ECU$A
#> $ECU$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98654308 0.01433967  0.96349748   1.00397302
#> lag1_var2 -0.01007706 0.04802484 -0.05842991   0.07264631
#> lag1_var3 -0.03624325 0.07083112 -0.10331939   0.08802858
#> lag1_var4  0.02930835 0.06841862 -0.09046748   0.09442743
#> const      0.75535995 0.19779153  0.52178860   1.05587235
#> 
#> $ECU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1791536 0.2865009  -0.5522422     0.193384
#> lag1_var2  0.8262123 0.8743691  -0.5373497     1.918047
#> lag1_var3  0.6257813 1.4624611  -1.6167680     2.428009
#> lag1_var4 -0.5691240 1.4320170  -2.3300345     1.627103
#> const      3.2587528 5.4224935  -3.5338540    10.982168
#> 
#> $ECU$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.2520273 0.8141791  -1.49018747    0.6444968
#> lag1_var2  3.7371960 2.7718549   1.36106356    8.2642988
#> lag1_var3  5.2299870 4.7038845   1.15324358   12.7784005
#> lag1_var4 -4.4297814 4.5416319 -11.67460546   -0.4583642
#> const     14.8915525 9.2675361   0.05855094   25.8893068
#> 
#> $ECU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3881466 0.8679831  -1.8181291    0.5273889
#> lag1_var2  4.2278467 2.8042179   1.4818044    8.4276303
#> lag1_var3  5.5186136 4.8176638   0.8479614   12.7534022
#> lag1_var4 -4.6649897 4.6496301 -11.6925334   -0.1248332
#> const     16.2806174 9.7865753   0.7758260   28.6940159
#> 
#> 
#> 
#> $EGY
#> $EGY$Sigma
#> $EGY$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002664827 3.354747e-05 0.0002364351 0.0003204057
#> 
#> $EGY$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007751614 0.003832202 -0.01293248 -0.002933311
#> Sigma[2,2]  0.884010952 0.259740644  0.62648023  1.288380422
#> 
#> $EGY$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004577705 0.003541774  0.0007067834    0.0101500
#> Sigma[3,2] -0.427711544 0.278088023 -0.8773872907   -0.2283508
#> Sigma[3,3]  0.856855974 0.245712170  0.6530371741    1.2430597
#> 
#> $EGY$Sigma$equation4
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0009838534 0.00258184 -0.002939254  0.004464537
#> Sigma[4,2] -0.0114636870 0.18582733 -0.300211034  0.141365353
#> Sigma[4,3]  0.7205741595 0.14489577  0.576891772  0.950544386
#> Sigma[4,4]  0.7874695618 0.12194153  0.650222186  0.953113613
#> 
#> 
#> $EGY$A
#> $EGY$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98574497 0.00451597  0.97982206   0.99063119
#> lag1_var2 -0.03031475 0.01143417 -0.04281935  -0.01191408
#> lag1_var3 -0.06136379 0.02298297 -0.08820199  -0.02570285
#> lag1_var4  0.05475485 0.02147833  0.02097283   0.08017949
#> const      0.74151867 0.07707638  0.59756247   0.80101992
#> 
#> $EGY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1719408 0.2874801  -0.2676375    0.4623421
#> lag1_var2 -0.1030443 0.5287184  -0.7252134    0.6051181
#> lag1_var3 -1.8321875 1.1310429  -3.2329018   -0.3609397
#> lag1_var4  1.8712563 1.0656447   0.5433907    3.1673381
#> const     -3.8256198 3.6804858  -7.8204552    1.3988113
#> 
#> $EGY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3013618 0.3664979 -0.72232605    0.2823093
#> lag1_var2  0.9906266 0.6180506  0.08376715    1.8952721
#> lag1_var3  2.9924207 1.3007555  1.10947999    4.8536828
#> lag1_var4 -1.9614042 1.2153400 -3.71915294   -0.2126067
#> const      5.6614268 6.6329572 -2.92088112   15.1886438
#> 
#> $EGY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2246257 0.4200351  -0.8591835    0.3055351
#> lag1_var2  0.7064827 0.7547254  -0.2207184    1.8257755
#> lag1_var3  1.6473918 1.5835485  -0.2814125    3.9843401
#> lag1_var4 -0.5561025 1.4693923  -2.6981009    1.2282003
#> const      2.0713023 6.4585110  -4.8089859   12.0230118
#> 
#> 
#> 
#> $ERI
#> $ERI$Sigma
#> $ERI$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006931945 0.001149401 0.005688809  0.008735287
#> 
#> $ERI$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001049258 0.000906120 -0.002352311 -1.326534e-05
#> Sigma[2,2]  0.017204987 0.003601149  0.012185911  2.253432e-02
#> 
#> $ERI$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0007609514 0.004513439 -0.005386286  0.005923732
#> Sigma[3,2] -0.0346129172 0.010648718 -0.047356372 -0.019227272
#> Sigma[3,3]  0.1473029673 0.039688926  0.091971362  0.198550932
#> 
#> $ERI$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.000124459 0.004369652 -0.006151215  0.004884643
#> Sigma[4,2] -0.022832161 0.008948742 -0.034180503 -0.010549254
#> Sigma[4,3]  0.127861665 0.034729773  0.081515968  0.175301868
#> Sigma[4,4]  0.116803194 0.031014857  0.077545223  0.159788164
#> 
#> 
#> $ERI$A
#> $ERI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.88772640 0.02789624  0.84432245    0.9213817
#> lag1_var2  0.12909252 0.14531448 -0.07019584    0.3136533
#> lag1_var3  0.10074820 0.24939133 -0.25149848    0.4540365
#> lag1_var4 -0.09028632 0.24649259 -0.43598360    0.2623639
#> const      1.31667547 0.45571688  0.70818619    1.9763962
#> 
#> $ERI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1799656 0.1025605  0.02095595    0.3266280
#> lag1_var2  0.3567047 0.3031820  0.03112598    0.8605680
#> lag1_var3 -0.3143749 0.4157527 -0.77836991    0.3683661
#> lag1_var4  0.2921943 0.4100188 -0.37980442    0.7514589
#> const      0.1692033 1.6818562 -1.90740095    2.9239170
#> 
#> $ERI$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.4337609 0.3349058 -0.958172145  -0.05128597
#> lag1_var2  1.3905334 0.9834425 -0.001521934   2.48381357
#> lag1_var3  2.4998944 1.4982628  0.275717785   4.15255613
#> lag1_var4 -1.4730608 1.4601777 -3.050362357   0.70396458
#> const      5.9185517 4.9645900 -0.199659841  12.42834265
#> 
#> $ERI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3217368 0.2955142 -0.78988408   0.01216523
#> lag1_var2  1.3688231 0.8997327 -0.06522065   2.38515365
#> lag1_var3  1.8756734 1.3943832 -0.41018135   3.37983166
#> lag1_var4 -0.8371526 1.3578025 -2.27327549   1.40087936
#> const      4.4233213 4.2390220 -1.02977375   9.99975770
#> 
#> 
#> 
#> $ESH
#> $ESH$Sigma
#> $ESH$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004364629 9.265256e-05 0.0003499098 0.0005826855
#> 
#> $ESH$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003425537 0.0009025508 -0.004800311 -0.002475506
#> Sigma[2,2]  0.077654540 0.0142003410  0.057093324  0.093407808
#> 
#> $ESH$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007302483 0.002327915  0.004639165   0.01112884
#> Sigma[3,2] -0.131883509 0.029890405 -0.166276104  -0.09086866
#> Sigma[3,3]  0.400203071 0.086100075  0.302195131   0.52327728
#> 
#> $ESH$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005961841 0.002124457  0.003383978  0.009399117
#> Sigma[4,2] -0.097551257 0.024460533 -0.128276114 -0.065517080
#> Sigma[4,3]  0.356035044 0.077400631  0.269603836  0.471063400
#> Sigma[4,4]  0.328288060 0.071299483  0.249478726  0.437280817
#> 
#> 
#> $ESH$A
#> $ESH$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99843830 0.02177888  0.97038301   1.03065110
#> lag1_var2 -0.04098176 0.01401494 -0.06318272  -0.02585384
#> lag1_var3 -0.04821610 0.02762821 -0.09475357  -0.01931524
#> lag1_var4  0.03851607 0.02457284  0.01003544   0.07646431
#> const      0.72658628 0.13066100  0.58220447   0.92012380
#> 
#> $ESH$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3993564 0.3149203  -0.7970130   0.01188203
#> lag1_var2  1.0684489 0.2440596   0.6955111   1.31756367
#> lag1_var3  0.2409834 0.5253287  -0.5821943   0.78620713
#> lag1_var4 -0.1128740 0.4403959  -0.5639798   0.58638120
#> const      1.6249207 1.8893200  -0.2879045   4.37617020
#> 
#> $ESH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.2628911 0.4444222   0.7155457    1.8783681
#> lag1_var2 -0.8798244 0.4159339  -1.4202371   -0.3540031
#> lag1_var3 -0.3641496 0.8480642  -1.4546061    0.8275467
#> lag1_var4  0.9337084 0.7265923  -0.1233322    1.8394915
#> const     -0.9399340 2.7786212  -4.3747918    2.4401467
#> 
#> $ESH$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1524962 0.3630073   0.7472563  1.675277599
#> lag1_var2 -0.6782743 0.3492684  -1.1463164 -0.227366919
#> lag1_var3 -0.9029416 0.6929285  -1.8614978  0.002736397
#> lag1_var4  1.5439832 0.5982628   0.7208998  2.354254335
#> const     -2.1913309 2.3588648  -5.1463382  0.883829718
#> 
#> 
#> 
#> $ESP
#> $ESP$Sigma
#> $ESP$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001092923 0.0002529887 0.0007791112  0.001476804
#> 
#> $ESP$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04654644 0.01291199 -0.06168331  -0.02486989
#> Sigma[2,2]  4.72551658 0.69430207  3.87668799   5.56207378
#> 
#> $ESP$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03276901 0.007946273  0.01976639   0.04200301
#> Sigma[3,2] -2.64674621 0.453984813 -3.11981517  -1.96363031
#> Sigma[3,3]  1.67199290 0.316261381  1.19597367   1.98766937
#> 
#> $ESP$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007857948 0.003800017  0.003770737   0.01357186
#> Sigma[4,2] -0.023053368 0.215624327 -0.253972479   0.34078545
#> Sigma[4,3]  0.227032491 0.135163377  0.018474097   0.40372010
#> Sigma[4,4]  0.252015747 0.068174430  0.162314281   0.33313566
#> 
#> 
#> $ESP$A
#> $ESP$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98617641 0.01377873  0.968530358  1.003825794
#> lag1_var2 -0.01448535 0.01275732 -0.031140293  0.003927800
#> lag1_var3 -0.02523178 0.02273324 -0.055099690  0.007878099
#> lag1_var4  0.01830001 0.01794443 -0.007030203  0.042688343
#> const      0.79313192 0.24271295  0.508392237  1.110596857
#> 
#> $ESP$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.759828  1.255660  -3.3672314   -0.1264543
#> lag1_var2  2.422454  1.334415   0.4822335    4.0198399
#> lag1_var3  2.704092  2.353844  -0.7829438    5.4548945
#> lag1_var4 -2.042754  1.881973  -4.2537506    0.7497549
#> const     13.312638 13.222333  -8.0409287   26.5960113
#> 
#> $ESP$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.1936058 0.6316494   0.35366883   1.93149002
#> lag1_var2 -1.1058055 0.6560457  -1.76970197  -0.05448717
#> lag1_var3 -0.9642088 1.1546371  -2.06167903   0.92813496
#> lag1_var4  1.4501757 0.9310449  -0.08037408   2.34076570
#> const     -4.0116180 8.1584060 -12.57779578   8.58234032
#> 
#> $ESP$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2661604 0.2376944  -0.1306817   0.55815675
#> lag1_var2 -0.2376100 0.2189770  -0.5089742   0.09347179
#> lag1_var3 -0.3083997 0.3978218  -0.7800617   0.28195642
#> lag1_var4  1.1804676 0.3156518   0.7152325   1.57201060
#> const      1.1141813 3.0711081  -2.6994378   5.32449432
#> 
#> 
#> 
#> $EST
#> $EST$Sigma
#> $EST$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001998091 0.0004204434  0.00139013  0.002507381
#> 
#> $EST$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0553648 0.01669684 -0.07808086  -0.03356178
#> Sigma[2,2]  3.8068906 0.89540559  2.62801216   4.93059540
#> 
#> $EST$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0393237 0.01020099  0.02254081   0.05057378
#> Sigma[3,2] -2.6215240 0.62228805 -3.57102990  -1.88789157
#> Sigma[3,3]  2.2558347 0.45345017  1.73301708   3.02198958
#> 
#> $EST$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.006091976 0.004796436 -0.00186916   0.01091781
#> Sigma[4,2] -0.352814626 0.232528298 -0.69761752  -0.06811207
#> Sigma[4,3]  0.727667471 0.142259623  0.56007669   0.94576988
#> Sigma[4,4]  0.555480140 0.096315411  0.44213737   0.69185608
#> 
#> 
#> $EST$A
#> $EST$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97281128 0.01614233  0.94814206   0.99295607
#> lag1_var2  0.01343245 0.03228582 -0.02205204   0.06285992
#> lag1_var3  0.01354204 0.05378857 -0.04135571   0.09747981
#> lag1_var4 -0.01688752 0.05182935 -0.09853025   0.03458590
#> const      0.83579268 0.29498911  0.45084902   1.22352956
#> 
#> $EST$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.6594407  0.5759356   -1.415953    0.1035917
#> lag1_var2  1.7387122  1.7582572   -0.293173    4.5315299
#> lag1_var3  1.6745937  2.8521120   -1.592891    6.1921206
#> lag1_var4 -1.5343084  2.7140647   -5.806136    1.6195588
#> const      9.2228744 10.6954223   -3.389617   22.8087633
#> 
#> $EST$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1   1.612540 0.493888   0.8604119    2.1742244
#> lag1_var2  -2.608164 1.586454  -5.1707198   -0.8624222
#> lag1_var3  -3.555143 2.639710  -7.7948954   -0.6721250
#> lag1_var4   4.121906 2.539071   1.3337990    8.1690544
#> const     -12.789681 9.560512 -22.3373657    2.9025532
#> 
#> $EST$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.287749 0.2069561    0.963663    1.4771236
#> lag1_var2 -2.026187 0.6549290   -2.978522   -1.4004887
#> lag1_var3 -3.312577 1.1332010   -4.955347   -2.1705879
#> lag1_var4  3.976906 1.1090241    2.797594    5.5698848
#> const     -9.695923 5.3228356  -14.901011   -0.4864839
#> 
#> 
#> 
#> $ETH
#> $ETH$Sigma
#> $ETH$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002174884 0.0003661462  0.00179584   0.00279008
#> 
#> $ETH$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005063481 0.001991184 -0.008015248 -0.002933758
#> Sigma[2,2]  0.063926765 0.015344468  0.042983546  0.087269067
#> 
#> $ETH$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004180096 0.002864639  0.001178888  0.008174784
#> Sigma[3,2] -0.071368730 0.022753507 -0.100286608 -0.039721838
#> Sigma[3,3]  0.121154145 0.032038267  0.078732503  0.164558822
#> 
#> $ETH$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0001119776 0.001852507 -0.00244702  0.002978977
#> Sigma[4,2] -0.0209371215 0.011978168 -0.03638618 -0.003081152
#> Sigma[4,3]  0.0665301987 0.016777415  0.04644235  0.087632863
#> Sigma[4,4]  0.0518108470 0.011270996  0.03788298  0.066897532
#> 
#> 
#> $ETH$A
#> $ETH$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0017562 0.01187948  0.98662248   1.01759168
#> lag1_var2 -0.2056042 0.10267070 -0.32298779  -0.04408074
#> lag1_var3 -0.2258989 0.13766579 -0.38055350  -0.01532637
#> lag1_var4  0.2253595 0.14183550  0.01007258   0.38510688
#> const      0.1473136 0.30223766 -0.29701955   0.52098658
#> 
#> $ETH$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1570452 0.05884785  0.06928008    0.2279518
#> lag1_var2  0.8962768 0.62753211  0.01419989    1.7410000
#> lag1_var3  0.1353325 0.87202225 -1.07008717    1.3313970
#> lag1_var4 -0.1996850 0.88478127 -1.40721460    1.0233144
#> const      2.0019542 2.09707452 -0.27431279    4.6738806
#> 
#> $ETH$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.27730393 0.08294547  -0.3826234   -0.1487855
#> lag1_var2  0.04009584 0.90718718  -1.2363765    1.3522030
#> lag1_var3  0.52406368 1.31998839  -1.3128756    2.4390540
#> lag1_var4  0.53390349 1.34042391  -1.4131184    2.3920713
#> const      0.87480052 3.37023206  -3.4746499    5.1842088
#> 
#> $ETH$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1531837 0.04337445  -0.2049802  -0.09059803
#> lag1_var2  0.4995737 0.50688397  -0.2009006   1.13182323
#> lag1_var3  0.3003378 0.78249327  -0.8001758   1.29046457
#> lag1_var4  0.7243637 0.80134676  -0.2840981   1.85413282
#> const      1.0322958 2.26167053  -2.4645831   3.88488952
#> 
#> 
#> 
#> $FIN
#> $FIN$Sigma
#> $FIN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005291453 0.0001040678 0.0004055941  0.000678388
#> 
#> $FIN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01302486 0.003555036 -0.01788686  -0.00824178
#> Sigma[2,2]  1.18464696 0.234076125  0.87974127   1.50582484
#> 
#> $FIN$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01305671 0.00384551  0.008082743   0.01783727
#> Sigma[3,2] -0.94722594 0.17516162 -1.181775814  -0.68909204
#> Sigma[3,3]  0.89811421 0.13508172  0.708706918   1.07361936
#> 
#> $FIN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005636627 0.002135947  0.002454346  0.008153749
#> Sigma[4,2] -0.246265644 0.066394636 -0.349181790 -0.162522738
#> Sigma[4,3]  0.352309578 0.065866727  0.273418068  0.446468257
#> Sigma[4,4]  0.223263896 0.041281338  0.163599015  0.266805185
#> 
#> 
#> $FIN$A
#> $FIN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.992049629 0.02708349   0.9570777   1.02882177
#> lag1_var2 -0.008037704 0.06870206  -0.1108319   0.07586303
#> lag1_var3 -0.022593898 0.11851273  -0.1998507   0.12208929
#> lag1_var4  0.012662891 0.11174364  -0.1226852   0.18088932
#> const      0.768381825 0.31075701   0.3284743   1.18726312
#> 
#> $FIN$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -2.638953  0.9970638 -4.01841975    -1.389260
#> lag1_var2  3.428426  2.4363916  0.01722411     6.775930
#> lag1_var3  4.424243  4.1470124 -1.35650210    10.204582
#> lag1_var4 -3.511631  3.8617690 -8.89665162     1.929928
#> const     16.070894 10.0167843  3.21123927    29.468875
#> 
#> $FIN$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  2.050545 0.8278779    1.168606    3.3308424
#> lag1_var2 -1.539802 2.0917695   -4.723619    0.7639034
#> lag1_var3 -1.819437 3.5879190   -7.290200    2.0806889
#> lag1_var4  2.028797 3.3383149   -1.653652    7.1158766
#> const     -7.378777 8.0787646  -19.085379    2.0988249
#> 
#> $FIN$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.4392735 0.4603851  -0.2647686    0.9521978
#> lag1_var2 0.2894848 1.0923295  -1.0078626    1.8438072
#> lag1_var3 0.4600420 1.8824090  -1.7406761    3.1499873
#> lag1_var4 0.3322656 1.7510702  -2.1843039    2.3659844
#> const     0.9018189 4.9041579  -4.1560271    7.9468957
#> 
#> 
#> 
#> $FJI
#> $FJI$Sigma
#> $FJI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003147517 0.0009612548 0.002076069  0.004626509
#> 
#> $FJI$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003673582 0.001016817 -0.005122558 -0.002504018
#> Sigma[2,2]  0.030165710 0.008981731  0.017498668  0.042566386
#> 
#> $FJI$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.02050904 0.01029939  0.006463512   0.03409744
#> Sigma[3,2] -0.01340085 0.03012992 -0.056507350   0.02620227
#> Sigma[3,3]  0.60217879 0.12986235  0.437738814   0.74909841
#> 
#> $FJI$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.019299896 0.01029913  0.005130108   0.03273955
#> Sigma[4,2] 0.004058203 0.03108892 -0.036311618   0.04648592
#> Sigma[4,3] 0.621624956 0.12672532  0.465656422   0.77086389
#> Sigma[4,4] 0.652442844 0.12459920  0.490767473   0.80761296
#> 
#> 
#> $FJI$A
#> $FJI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95041317 0.04574273  0.90412120    1.0118602
#> lag1_var2  0.03998024 0.13517207 -0.15159126    0.1661118
#> lag1_var3  0.02674164 0.23839322 -0.31258840    0.2580434
#> lag1_var4 -0.02574331 0.23356255 -0.25234884    0.3071560
#> const      0.94736380 0.72744489 -0.03627592    1.7146749
#> 
#> $FJI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1398354 0.1061429  -0.2901851 -0.009882872
#> lag1_var2  1.0160554 0.2210902   0.7453163  1.321987901
#> lag1_var3  0.7623860 0.4630267   0.1910648  1.343402233
#> lag1_var4 -0.7326083 0.4372381  -1.2776518 -0.190998401
#> const      3.2610197 1.0843335   1.6331379  4.632048005
#> 
#> $FJI$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.5841422  0.7670801  -1.6892548    0.4758831
#> lag1_var2  2.0282318  2.0505882  -0.5217464    5.0355993
#> lag1_var3  5.4754925  4.1769851   0.1019491   11.5204611
#> lag1_var4 -4.4232487  4.0407976 -10.2219665    0.7800231
#> const     12.4405098 10.7039734  -3.1894113   24.9361751
#> 
#> $FJI$A$equation4
#>                mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.699695  0.7923213  -1.84271362    0.4001178
#> lag1_var2  2.500295  2.1317097  -0.13172720    5.6207602
#> lag1_var3  5.772925  4.3907751   0.04160779   12.0636408
#> lag1_var4 -4.672535  4.2502987 -10.71146862    0.8731111
#> const     13.452146 11.2679017  -3.20302268   26.6083163
#> 
#> 
#> 
#> $FRA
#> $FRA$Sigma
#> $FRA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004667165 0.0001347708 0.0003291295  0.000668457
#> 
#> $FRA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003368822 0.001264684 -0.005259637 -0.001839943
#> Sigma[2,2]  0.472592794 0.109211163  0.316950263  0.624846991
#> 
#> $FRA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004945148 0.001525185  0.003084019  0.007015201
#> Sigma[3,2] -0.229996498 0.065846185 -0.320683688 -0.145734308
#> Sigma[3,3]  0.208645942 0.059571191  0.143679186  0.296456998
#> 
#> $FRA$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1] 0.003321461 0.00165991  0.001462314  0.005478786
#> Sigma[4,2] 0.037387284 0.04825334 -0.025620797  0.100793410
#> Sigma[4,3] 0.087016310 0.03857182  0.051322780  0.156894429
#> Sigma[4,4] 0.117560970 0.03264427  0.085068522  0.168332381
#> 
#> 
#> $FRA$A
#> $FRA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98721515 0.01283285  0.96773839   1.00198221
#> lag1_var2 -0.02114952 0.04587025 -0.07410890   0.04501844
#> lag1_var3 -0.04278429 0.08276977 -0.13719312   0.07808140
#> lag1_var4  0.03577587 0.08208840 -0.08618053   0.12870269
#> const      0.74097150 0.15164134  0.54271106   0.94338085
#> 
#> $FRA$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.158119 0.7763486  -2.0316160   -0.0858679
#> lag1_var2  2.376417 1.6875381   0.1590062    4.7674419
#> lag1_var3  2.761575 3.1191483  -1.3744789    7.1639398
#> lag1_var4 -2.305862 2.9750319  -6.5227210    1.7228323
#> const      9.128354 8.9189249  -3.1362179   19.9820493
#> 
#> $FRA$A$equation3
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1  0.85062052 0.341329   0.3547631     1.223953
#> lag1_var2  0.01091868 1.143334  -1.5403866     1.546944
#> lag1_var3  0.95510033 2.105298  -1.8814231     3.854253
#> lag1_var4 -0.42330590 2.087184  -3.3257121     2.400502
#> const      1.61416493 4.445591  -4.6172004     7.538235
#> 
#> $FRA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2233335 0.2687043 -0.04226535    0.6373649
#> lag1_var2  1.1205908 0.7791762  0.01959850    2.1475425
#> lag1_var3  2.1182412 1.4424173  0.07168732    4.0305855
#> lag1_var4 -1.3150149 1.3894373 -3.19466916    0.6358246
#> const      5.2697354 3.6688573 -1.01584489    8.2071386
#> 
#> 
#> 
#> $GAB
#> $GAB$Sigma
#> $GAB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001078745 0.0003760012 0.0006873355  0.001646679
#> 
#> $GAB$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00638349 0.002586577 -0.009253124 -0.002053326
#> Sigma[2,2]  0.18908965 0.042994464  0.141413438  0.255027857
#> 
#> $GAB$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007147734 0.00310226  0.002055682    0.0104765
#> Sigma[3,2] -0.218131277 0.05850375 -0.309154079   -0.1597412
#> Sigma[3,3]  0.412203639 0.07849063  0.312686643    0.5275241
#> 
#> $GAB$Sigma$equation4
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.005036353 0.00273800  0.0008773636   0.00800358
#> Sigma[4,2] -0.156757798 0.04880167 -0.2306486674  -0.10427495
#> Sigma[4,3]  0.384291322 0.07556170  0.2891030869   0.49877529
#> Sigma[4,4]  0.388012703 0.08211742  0.2834736115   0.50801677
#> 
#> 
#> $GAB$A
#> $GAB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 0.935855810 0.02973514  0.88988665   0.97128084
#> lag1_var2 0.016341741 0.03005085 -0.02524817   0.05033887
#> lag1_var3 0.001073853 0.06531472 -0.09965490   0.07244005
#> lag1_var4 0.002747319 0.05906415 -0.06185021   0.09687556
#> const     1.017699405 0.29609851  0.64240135   1.46612008
#> 
#> $GAB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3107948 0.3514895 -0.10751498    0.8725196
#> lag1_var2  0.6899482 0.4622418 -0.04403077    1.2452656
#> lag1_var3 -0.4987573 0.9442892 -1.90903737    0.7031061
#> lag1_var4  0.3976299 0.8551448 -0.73300306    1.6425838
#> const     -0.8616886 3.0902836 -5.35528866    2.9535561
#> 
#> $GAB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6487942 0.5140612   -1.541099   -0.1985386
#> lag1_var2  1.2062786 0.5910381    0.521339    2.1473428
#> lag1_var3  3.6711103 1.1625851    2.124790    5.2871899
#> lag1_var4 -2.5227172 1.0048153   -3.870367   -1.2047472
#> const      9.6195144 3.1969787    6.488295   14.7479151
#> 
#> $GAB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6530404 0.4737516  -1.4003623   -0.1106004
#> lag1_var2  1.5185682 0.4891794   0.8803579    2.2172422
#> lag1_var3  3.4554236 0.9824037   2.0455988    4.5537134
#> lag1_var4 -2.2625423 0.8330826  -3.1882839   -1.1054050
#> const      8.9637076 2.9584152   5.2750310   13.3379202
#> 
#> 
#> 
#> $GBR
#> $GBR$Sigma
#> $GBR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008318779 0.0001241271 0.0006602764 0.0009789401
#> 
#> $GBR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007966083 0.003942323 -0.01213739 -0.001428898
#> Sigma[2,2]  0.444371646 0.081500071  0.37657886  0.571992126
#> 
#> $GBR$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004530313 0.002469164  0.0004940586  0.007380662
#> Sigma[3,2] -0.288096092 0.062382642 -0.3988730133 -0.233541496
#> Sigma[3,3]  0.246869687 0.058767830  0.1889897021  0.349243134
#> 
#> $GBR$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0004940906 0.001106572 -0.002215903 0.0008181154
#> Sigma[4,2] -0.0120065975 0.034573210 -0.052874858 0.0383042893
#> Sigma[4,3]  0.0713525448 0.025366265  0.043884557 0.1084528458
#> Sigma[4,4]  0.0677206646 0.010944443  0.055561403 0.0819871598
#> 
#> 
#> $GBR$A
#> $GBR$A$equation1
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.98073806 0.0242839  0.94265163    1.0023483
#> lag1_var2  0.06179532 0.1019313 -0.09268117    0.1852188
#> lag1_var3  0.09653152 0.1689805 -0.15917041    0.3012401
#> lag1_var4 -0.10438315 0.1706039 -0.30296965    0.1572693
#> const      1.04723353 0.4634736  0.46558489    1.6716774
#> 
#> $GBR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7926462 0.7439692   -1.696338    0.2767285
#> lag1_var2  0.4010555 1.4912049   -2.014268    2.1418817
#> lag1_var3 -0.7889965 2.4577481   -4.807505    1.9983626
#> lag1_var4  1.1430045 2.2827405   -1.632774    4.7841505
#> const      1.0411170 5.2730918   -6.510784    8.0936506
#> 
#> $GBR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0185095 0.6640012  0.03248862    1.8064939
#> lag1_var2  0.2108344 1.2390622 -0.83059661    2.4808709
#> lag1_var3  1.2441144 2.0636465 -0.40956016    5.0502049
#> lag1_var4 -0.7397789 1.8929224 -4.24445368    0.6904121
#> const      1.5699955 5.8159925 -3.41040154   11.5239921
#> 
#> $GBR$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.5546014 0.2633948   0.2098702    0.9054023
#> lag1_var2 0.1812376 0.6908511  -0.9211102    1.0211113
#> lag1_var3 0.3076755 1.1438094  -1.4874254    1.7343499
#> lag1_var4 0.4302468 1.1024494  -0.9254662    2.1825088
#> const     0.5647002 4.0740393  -4.7406757    6.2483587
#> 
#> 
#> 
#> $GEO
#> $GEO$Sigma
#> $GEO$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01056946 0.002686591 0.008140351   0.01505551
#> 
#> $GEO$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02029766 0.02544294 -0.04969608   0.01559663
#> Sigma[2,2]  2.26699941 0.42480493  1.62060977   2.78291424
#> 
#> $GEO$Sigma$equation3
#>                  mean         sd 5% quantile  95% quantile
#> Sigma[3,1] -0.0211456 0.01576774 -0.04042913  0.0009916686
#> Sigma[3,2] -1.2856023 0.40565291 -1.82907404 -0.6918828328
#> Sigma[3,3]  1.5007598 0.42955640  0.98705254  2.1184455605
#> 
#> $GEO$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.03907701 0.01330435 -0.05691782  -0.02167718
#> Sigma[4,2]  0.22537387 0.28879812 -0.23289871   0.47581802
#> Sigma[4,3]  0.75605021 0.23652965  0.50411865   1.13034175
#> Sigma[4,4]  1.03667768 0.23781737  0.83309148   1.42989045
#> 
#> 
#> $GEO$A
#> $GEO$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9069893 0.03437297  0.86577760  0.955665827
#> lag1_var2  0.1044320 0.06593702  0.02878298  0.197141819
#> lag1_var3  0.1275143 0.09918197  0.01343755  0.262652213
#> lag1_var4 -0.1223489 0.09438942 -0.24465668 -0.004949314
#> const      1.5441083 0.55111634  0.81721777  2.279129668
#> 
#> $GEO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4840707 0.4118641 -1.11438176   0.04330069
#> lag1_var2  2.3883915 1.0558030  0.89777197   3.70550551
#> lag1_var3  2.3500326 1.5864811  0.07459117   4.28312830
#> lag1_var4 -2.2369943 1.4957838 -4.03579781  -0.04491733
#> const      6.0343753 9.8977204 -6.95822522  21.67220973
#> 
#> $GEO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2316083 0.3690502  -0.2546727    0.7975225
#> lag1_var2 -0.3404286 0.9134478  -1.6603470    0.9495682
#> lag1_var3  0.2610881 1.3860765  -1.7343101    2.2186472
#> lag1_var4  0.6427428 1.2637930  -1.1455677    2.4713125
#> const     -1.2538158 6.9187592 -12.8522289    6.4611892
#> 
#> $GEO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1063779 0.3359456  -0.5776837    0.3475005
#> lag1_var2  0.8701004 0.5074906   0.2097757    1.5117279
#> lag1_var3  1.2435772 0.7820431   0.2176756    2.2077486
#> lag1_var4 -0.2256410 0.7109645  -1.1621907    0.6899756
#> const      0.3971343 5.6969340  -6.6857601    9.3813122
#> 
#> 
#> 
#> $GHA
#> $GHA$Sigma
#> $GHA$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005554304 0.000173046 0.0004159989 0.0008591528
#> 
#> $GHA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007531528 0.002982024 -0.01240421 -0.003900423
#> Sigma[2,2]  0.621334574 0.141039537  0.45948659  0.780081876
#> 
#> $GHA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004733444 0.002427881  0.001525256  0.007974227
#> Sigma[3,2] -0.455207606 0.115668565 -0.608123093 -0.327159557
#> Sigma[3,3]  0.371226268 0.099598335  0.266813952  0.520078077
#> 
#> $GHA$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0006608501 0.0008928892 -0.001932789 0.0005811143
#> Sigma[4,2] -0.0135370726 0.0305919733 -0.059864979 0.0256122695
#> Sigma[4,3]  0.0502673771 0.0269944839  0.021936884 0.0954073170
#> Sigma[4,4]  0.0441539858 0.0081243756  0.034979534 0.0570583630
#> 
#> 
#> $GHA$A
#> $GHA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96620929 0.01228123  0.94981153   0.98270130
#> lag1_var2  0.06231693 0.04223318  0.01070825   0.12369210
#> lag1_var3  0.08358800 0.05887976  0.01184916   0.16802788
#> lag1_var4 -0.08692440 0.05757782 -0.16972049  -0.01624454
#> const      1.10212501 0.22395242  0.78351600   1.42288811
#> 
#> $GHA$A$equation2
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1   0.3806198 0.313299  -0.1027047    0.7384849
#> lag1_var2  -2.6972885 1.310431  -4.0419423   -1.0096673
#> lag1_var3  -4.6761651 1.821636  -6.4987783   -2.2634707
#> lag1_var4   4.7265699 1.792310   2.3744847    6.5431686
#> const     -11.3084788 5.559903 -17.2811152   -2.6085653
#> 
#> $GHA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2679544 0.1810008  -0.4878322   0.01565237
#> lag1_var2  2.5071744 0.8712815   1.4260036   3.45268479
#> lag1_var3  4.1403680 1.2029801   2.6104118   5.44394818
#> lag1_var4 -3.2239900 1.1897959  -4.4986180  -1.72053749
#> const     11.0850679 3.8005224   4.6469849  14.46880543
#> 
#> $GHA$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 0.02501171 0.07799698 -0.09542341    0.1060113
#> lag1_var2 0.13137458 0.29175717 -0.21573572    0.5854099
#> lag1_var3 0.16940582 0.41053130 -0.29658138    0.8304883
#> lag1_var4 0.80588016 0.39424180  0.17302815    1.2570975
#> const     0.85485703 1.07339240 -0.92453564    2.0001705
#> 
#> 
#> 
#> $GIN
#> $GIN$Sigma
#> $GIN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004375256 0.0001176283 0.0002765467 0.0006013351
#> 
#> $GIN$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001667224 0.0007434313 -0.002729399 -0.0008380184
#> Sigma[2,2]  0.035742652 0.0071531492  0.025741981  0.0454114946
#> 
#> $GIN$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0005272094 0.001274208 -0.00136808  0.001980885
#> Sigma[3,2] -0.0295783991 0.014576034 -0.05201417 -0.014437230
#> Sigma[3,3]  0.1135675020 0.030735535  0.08294878  0.163288266
#> 
#> $GIN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0004436783 0.001218413 -0.002277327 0.0008461246
#> Sigma[4,2] -0.0106049201 0.013032452 -0.028487708 0.0056120453
#> Sigma[4,3]  0.1005863003 0.025526553  0.074061608 0.1395344821
#> Sigma[4,4]  0.0978315357 0.022353468  0.073664501 0.1331644092
#> 
#> 
#> $GIN$A
#> $GIN$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.95540725 0.01650881  0.9312710054  0.973951585
#> lag1_var2  0.05548387 0.04728637 -0.0005433336  0.131429658
#> lag1_var3  0.10009858 0.08864445 -0.0070211925  0.242796186
#> lag1_var4 -0.10185627 0.08628997 -0.2404987223  0.002320644
#> const      1.17980842 0.26059895  0.7992827903  1.514657828
#> 
#> $GIN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.27989810 0.1793802  0.03506402    0.5232345
#> lag1_var2  0.04769732 0.5364892 -0.72427546    0.7633804
#> lag1_var3 -0.73061557 0.9563677 -1.98943021    0.4528066
#> lag1_var4  0.68632147 0.9246317 -0.46031022    1.9109032
#> const     -1.14799728 2.2368587 -4.44586227    1.5368262
#> 
#> $GIN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8758849 0.3077005   -1.330015   -0.5036763
#> lag1_var2  2.2088249 0.9330440    1.073941    3.5610528
#> lag1_var3  3.9414317 1.7459498    1.598404    6.3954032
#> lag1_var4 -2.8173811 1.6873880   -5.189319   -0.5423326
#> const      9.8354745 4.0325494    4.459710   15.6776782
#> 
#> $GIN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7455684 0.2636846   -1.136993   -0.4399456
#> lag1_var2  2.0686754 0.8186415    1.197231    3.3235281
#> lag1_var3  3.2027832 1.3989923    1.524201    5.1970088
#> lag1_var4 -2.0714815 1.3493833   -3.990820   -0.4400413
#> const      7.8852599 3.1857319    3.349447   12.1532854
#> 
#> 
#> 
#> $GMB
#> $GMB$Sigma
#> $GMB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001219234 0.0002943937 0.0007860314  0.001619945
#> 
#> $GMB$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.003809587 0.002548954 -0.007088787 -5.708951e-05
#> Sigma[2,2]  0.255861517 0.063167290  0.190899892  3.528164e-01
#> 
#> $GMB$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002754882 0.001990563 -0.0001061344   0.00542136
#> Sigma[3,2] -0.202200758 0.051936403 -0.2795989724  -0.14310560
#> Sigma[3,3]  0.170762595 0.042921158  0.1196260686   0.23166672
#> 
#> $GMB$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0005044691 0.0007171399 -0.0003007299  0.001518042
#> Sigma[4,2] -0.0527246063 0.0169166998 -0.0735622866 -0.029446376
#> Sigma[4,3]  0.0534363207 0.0136471480  0.0354424970  0.069772800
#> Sigma[4,4]  0.0236002603 0.0040420698  0.0186950833  0.028266358
#> 
#> 
#> $GMB$A
#> $GMB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96564367 0.03565417  0.91562215   1.01238498
#> lag1_var2 -0.03492131 0.04744885 -0.10203073   0.02014106
#> lag1_var3 -0.04961457 0.08529491 -0.16911296   0.05747727
#> lag1_var4  0.05024093 0.07997580 -0.06018209   0.15954656
#> const      0.76068639 0.25968553  0.39232291   1.09646491
#> 
#> $GMB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1799573 0.8361007  -1.0080802    1.3269391
#> lag1_var2  1.9148954 0.6703899   0.9539149    2.6421564
#> lag1_var3  1.7638198 1.1534516   0.1182030    3.0248566
#> lag1_var4 -1.9163944 0.9791327  -3.0217321   -0.4755923
#> const      6.2835206 4.6370986   0.5901051   12.9825440
#> 
#> $GMB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1726628 0.6581710  -0.7274669    1.1635932
#> lag1_var2 -0.9645725 0.5743134  -1.6186630   -0.1322400
#> lag1_var3 -0.7913523 1.0020368  -1.9488689    0.6719583
#> lag1_var4  1.7692041 0.8735702   0.5313223    2.8245447
#> const     -2.9512804 3.7776097  -8.3597781    1.7261588
#> 
#> $GMB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3181352 0.1990817  0.08141771    0.6209192
#> lag1_var2 -0.2038877 0.2113579 -0.43955554    0.1398967
#> lag1_var3 -0.3853147 0.3739922 -0.82191975    0.2187974
#> lag1_var4  1.2940251 0.3440140  0.75036514    1.7203216
#> const     -1.3389218 1.1660502 -2.81448121    0.1428936
#> 
#> 
#> 
#> $GNB
#> $GNB$Sigma
#> $GNB$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004668236 0.001063761 0.003239813   0.00606993
#> 
#> $GNB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003435851 0.001448738 -0.00567586 -0.001627638
#> Sigma[2,2]  0.016733625 0.004515690  0.01226065  0.023300551
#> 
#> $GNB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001558876 0.002178783 -0.001521598  0.004539815
#> Sigma[3,2] -0.012797915 0.003141386 -0.018046930 -0.009791378
#> Sigma[3,3]  0.024902480 0.004707210  0.019487271  0.031460797
#> 
#> $GNB$Sigma$equation4
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0004127078 0.001968150 -0.003336654  0.0017976571
#> Sigma[4,2] -0.0034265191 0.001774613 -0.005986363 -0.0009449758
#> Sigma[4,3]  0.0182814778 0.004724823  0.013945196  0.0260548811
#> Sigma[4,4]  0.0169543314 0.005221707  0.012427248  0.0260718980
#> 
#> 
#> $GNB$A
#> $GNB$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9759898 0.04572565   0.9208394    1.0415409
#> lag1_var2  0.1326510 0.23784133  -0.1336226    0.4765636
#> lag1_var3  0.1185508 0.38266474  -0.3173044    0.6884973
#> lag1_var4 -0.1373863 0.38810508  -0.7204838    0.2941137
#> const      1.3742038 1.06861183   0.2426130    2.9054071
#> 
#> $GNB$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.005828945 0.07169518 -0.07805279    0.1128100
#> lag1_var2  0.538532867 0.33534043  0.05622022    0.9630243
#> lag1_var3  0.109402207 0.62688293 -0.81999397    0.9152468
#> lag1_var4 -0.094139926 0.63242210 -0.90611067    0.8371262
#> const      0.721489640 1.82657799 -1.78552479    2.7741146
#> 
#> $GNB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09225573 0.1215546 -0.19487236    0.1073807
#> lag1_var2  0.92113610 0.5323108  0.08175869    1.3787256
#> lag1_var3  1.88755569 0.9677190  0.37278081    2.7924870
#> lag1_var4 -0.96556237 0.9780986 -1.87624995    0.5607045
#> const      4.90472115 3.0795304  0.48081018    8.1632103
#> 
#> $GNB$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.08858684 0.09695433  -0.1733437    0.0812225
#> lag1_var2  1.06206238 0.37544495   0.4621751    1.4424618
#> lag1_var3  1.63521279 0.66642710   0.6431852    2.4140159
#> lag1_var4 -0.68359387 0.67268247  -1.4811411    0.3155773
#> const      4.07026546 2.24397405   0.9065902    6.5911523
#> 
#> 
#> 
#> $GNQ
#> $GNQ$Sigma
#> $GNQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.02524787 0.003732936  0.02035926   0.03078152
#> 
#> $GNQ$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004397527 0.006920359 -0.01436709  0.004409961
#> Sigma[2,2]  0.032014520 0.006973741  0.02263363  0.040753842
#> 
#> $GNQ$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.005750198 0.02225812 -0.02852168   0.03349824
#> Sigma[3,2] -0.093217191 0.01967432 -0.11863834  -0.06854995
#> Sigma[3,3]  0.357082801 0.09416278  0.25535269   0.50435791
#> 
#> $GNQ$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.003802184 0.02080745 -0.02861655   0.02920827
#> Sigma[4,2] -0.083034349 0.01838125 -0.10805087  -0.06025766
#> Sigma[4,3]  0.335340549 0.09263025  0.23462814   0.48091984
#> Sigma[4,4]  0.317621092 0.09131030  0.21858460   0.46135228
#> 
#> 
#> $GNQ$A
#> $GNQ$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9325186 0.02432522  0.90274346   0.96295356
#> lag1_var2 -0.1929643 0.18540126 -0.40187182   0.04845145
#> lag1_var3 -0.4529942 0.36687413 -0.87226864   0.09189550
#> lag1_var4  0.4753424 0.37325347 -0.07813178   0.90653729
#> const     -0.1434031 0.99125310 -1.81965392   0.81656818
#> 
#> $GNQ$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02606984 0.0284653 -0.01399685   0.06154301
#> lag1_var2  0.98199344 0.1420736  0.83385788   1.21928442
#> lag1_var3  0.68791221 0.3148937  0.30654689   1.14422948
#> lag1_var4 -0.68430190 0.3117765 -1.13064149  -0.30927915
#> const      2.54995371 1.1035864  1.39739167   4.29301330
#> 
#> $GNQ$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2156963 0.09479611  -0.3144240  -0.06223623
#> lag1_var2  1.4464241 0.52696791   0.5970988   2.10010229
#> lag1_var3  2.6604766 1.03770183   1.2033780   4.10235059
#> lag1_var4 -1.7869780 1.04906469  -3.2390124  -0.30249737
#> const      7.7021777 3.65337567   1.7114437  11.53352852
#> 
#> $GNQ$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2197834 0.08799652  -0.3089617  -0.07525719
#> lag1_var2  1.8329811 0.50554145   1.0296452   2.49103157
#> lag1_var3  2.7152055 0.98850478   1.3526806   4.14685565
#> lag1_var4 -1.8139224 1.00046327  -3.2538847  -0.42715135
#> const      7.9307722 3.33442995   2.5506286  11.62177044
#> 
#> 
#> 
#> $GRC
#> $GRC$Sigma
#> $GRC$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001932904 0.0005857483  0.00128799  0.002845162
#> 
#> $GRC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05689935 0.01936248 -0.08845288  -0.03387687
#> Sigma[2,2]  3.85039400 0.99621887  2.47662396   5.12885821
#> 
#> $GRC$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03524273 0.0115214  0.02257493   0.05420318
#> Sigma[3,2] -2.07226829 0.5908346 -2.93414686  -1.27686992
#> Sigma[3,3]  1.24008380 0.3539403  0.79989436   1.79117453
#> 
#> $GRC$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006450215 0.002572907  0.003506958   0.01021507
#> Sigma[4,2] -0.074295791 0.168583405 -0.318632532   0.12181650
#> Sigma[4,3]  0.181220495 0.101116798  0.058670294   0.33148586
#> Sigma[4,4]  0.161729991 0.035753998  0.111577224   0.20683182
#> 
#> 
#> $GRC$A
#> $GRC$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91642857 0.06505112  0.82060434    0.9817374
#> lag1_var2  0.07686119 0.07884242 -0.01265019    0.2042925
#> lag1_var3  0.15362362 0.15442344 -0.01972195    0.4043560
#> lag1_var4 -0.13782606 0.13360083 -0.35233356    0.0240204
#> const      1.40349795 0.50051753  0.74614555    2.1332468
#> 
#> $GRC$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.541593  1.966613  -0.4179054    4.8192768
#> lag1_var2  -2.382748  2.305979  -6.5827626   -0.6474313
#> lag1_var3  -6.444635  4.496334 -14.6199982   -3.0083969
#> lag1_var4   6.074303  3.853544   3.1057320   12.9058465
#> const     -20.084002 15.634977 -44.6419957   -4.1366690
#> 
#> $GRC$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.5802391 1.275557  -2.5926548    0.9716135
#> lag1_var2  2.0335162 1.470373   0.4538691    4.5290841
#> lag1_var3  4.9376168 2.880773   1.8079726    9.8026983
#> lag1_var4 -3.9432228 2.453796  -7.9759191   -1.2861008
#> const     15.3869845 9.704907   4.1618208   29.2282518
#> 
#> $GRC$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2149372 0.5089808  -0.5342622    0.8336598
#> lag1_var2  0.5697877 0.7078774  -0.3830863    1.5886899
#> lag1_var3  1.1675493 1.3897595  -0.6965929    3.1671194
#> lag1_var4 -0.3333023 1.2231821  -2.0611948    1.3892568
#> const      3.5070667 3.8336293  -0.3087074    9.5885970
#> 
#> 
#> 
#> $GTM
#> $GTM$Sigma
#> $GTM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003256422 0.0001121099 0.0002285428 0.0005090463
#> 
#> $GTM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002634827 0.001188124 -0.004296213 -0.001455454
#> Sigma[2,2]  0.080763222 0.020813145  0.057353872  0.111513296
#> 
#> $GTM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001012785 0.005827596 -0.007171705  0.008912862
#> Sigma[3,2] -0.094261529 0.054990057 -0.178769619 -0.036844634
#> Sigma[3,3]  1.058593477 0.241738221  0.739661414  1.400211071
#> 
#> $GTM$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0005569891 0.005975512 -0.009072463   0.00725413
#> Sigma[4,2] -0.0471606793 0.055243462 -0.130938716   0.01947051
#> Sigma[4,3]  1.0301575664 0.242304388  0.729363497   1.39998415
#> Sigma[4,4]  1.0300417085 0.246482267  0.753130963   1.43095697
#> 
#> 
#> $GTM$A
#> $GTM$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.975882286 0.007474409  0.96780996   0.98706511
#> lag1_var2  0.007261533 0.055447675 -0.08816230   0.06607460
#> lag1_var3 -0.009286778 0.084694427 -0.15200445   0.08667205
#> lag1_var4  0.004921273 0.084499213 -0.09001234   0.14793880
#> const      0.860564439 0.162059752  0.60480372   1.03473564
#> 
#> $GTM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1805420 0.0992619  0.04360473    0.2919436
#> lag1_var2 -0.5281558 0.6238998 -1.09321860    0.4763293
#> lag1_var3 -1.6495306 1.0148686 -2.69700523   -0.1019201
#> lag1_var4  1.6593255 1.0123424  0.12321802    2.6917090
#> const     -3.6077890 2.2049390 -6.34520585   -0.3966600
#> 
#> $GTM$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  -1.108754  0.4845263   -1.563267   -0.3011277
#> lag1_var2   7.760825  2.7775487    2.971527   10.2176194
#> lag1_var3  11.607139  4.5394975    4.317972   15.8021156
#> lag1_var4 -10.795863  4.5369892  -15.016181   -3.4958473
#> const      35.400004 12.1269987   15.644523   47.4820372
#> 
#> $GTM$A$equation4
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.019699  0.4756211   -1.486876   -0.2091865
#> lag1_var2  7.443027  2.6366919    2.981228   10.1016834
#> lag1_var3 10.553463  4.3026244    3.721178   15.0966640
#> lag1_var4 -9.722040  4.3031877  -14.289085   -2.8873758
#> const     32.766348 12.0065595   13.333377   45.6767544
#> 
#> 
#> 
#> $GUM
#> $GUM$Sigma
#> $GUM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006286253 0.0002168121 0.0003820554 0.0009619053
#> 
#> $GUM$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002674813 0.008396158 -0.01545891  0.007254759
#> Sigma[2,2]  2.904393066 0.672420833  2.04793816  3.929930851
#> 
#> $GUM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003659453 0.006580229 -0.004112901   0.01293609
#> Sigma[3,2] -1.715415683 0.505974953 -2.498762171  -1.08531636
#> Sigma[3,3]  1.988754201 0.692035363  1.229739322   3.10596460
#> 
#> $GUM$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.002432615 0.003055238 -0.001610467  0.006763601
#> Sigma[4,2] 0.210596712 0.276820669 -0.228506537  0.496601192
#> Sigma[4,3] 0.943493318 0.441994772  0.496745172  1.632304591
#> Sigma[4,4] 1.187933278 0.362620971  0.738394010  1.694540481
#> 
#> 
#> $GUM$A
#> $GUM$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.94267317 0.008677877  0.92898881   0.95157756
#> lag1_var2  0.03261174 0.013961216  0.01228725   0.05137312
#> lag1_var3  0.04483391 0.021065767  0.01449825   0.07197753
#> lag1_var4 -0.04056327 0.019528579 -0.06553831  -0.01198449
#> const      0.98708037 0.117488409  0.85490105   1.14773622
#> 
#> $GUM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1565144 0.9602216   -1.304834     1.210691
#> lag1_var2  0.4750706 2.1737817   -2.892499     2.799250
#> lag1_var3 -0.5253791 3.2402796   -5.489080     3.060797
#> lag1_var4  0.5948225 3.0660726   -2.841223     5.247200
#> const      0.5937045 9.9608700  -12.641044    15.372161
#> 
#> $GUM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2080146 0.8482869  -1.5054530    0.7995972
#> lag1_var2  1.1625464 2.0361140  -1.2168589    4.3316517
#> lag1_var3  2.7099064 3.0363159  -0.9104409    7.3729920
#> lag1_var4 -1.7724359 2.8477617  -6.1594022    1.6380100
#> const      7.8055971 8.1721259  -1.7633649   18.8350491
#> 
#> $GUM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3014267 0.3926179  -0.8416657    0.2185569
#> lag1_var2  1.0877052 0.9569379  -0.1532758    2.3693891
#> lag1_var3  1.7951581 1.4544118  -0.2014880    3.6676160
#> lag1_var4 -0.7851862 1.3769521  -2.5476890    1.1064072
#> const      6.2926889 6.9204246  -3.2123145   16.0422246
#> 
#> 
#> 
#> $GUY
#> $GUY$Sigma
#> $GUY$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005025453 0.001098718 0.003974676  0.006943511
#> 
#> $GUY$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009928908 0.005879909 -0.01749177 -0.002629172
#> Sigma[2,2]  0.355743547 0.067670994  0.26840613  0.458710384
#> 
#> $GUY$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0139670 0.006977159  0.004263206   0.02386523
#> Sigma[3,2] -0.2245446 0.067074049 -0.313705787  -0.13379189
#> Sigma[3,3]  0.5105443 0.124528684  0.359177267   0.70749869
#> 
#> $GUY$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.009661082 0.008601211 -0.003760385   0.01978208
#> Sigma[4,2] -0.047670745 0.053071687 -0.122651495   0.01787043
#> Sigma[4,3]  0.457042973 0.131632684  0.319115841   0.67071367
#> Sigma[4,4]  0.501458640 0.160297755  0.348232426   0.75683820
#> 
#> 
#> $GUY$A
#> $GUY$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9547717 0.04697179  0.89082176   1.02897546
#> lag1_var2  0.1351374 0.07628476  0.02411349   0.24418741
#> lag1_var3  0.2640263 0.15951894  0.05423014   0.50381218
#> lag1_var4 -0.2676200 0.14807869 -0.49291810  -0.07586109
#> const      1.4130350 0.57220612  0.64065664   2.30356367
#> 
#> $GUY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2397276 0.4369830  -0.9583449    0.2959066
#> lag1_var2  1.3331157 0.6855026   0.4089257    2.3580056
#> lag1_var3  0.9185396 1.2859274  -0.7538858    2.8365611
#> lag1_var4 -0.8670981 1.1753351  -2.6130581    0.6478790
#> const      4.5593378 4.1821284  -0.6308894   11.3186937
#> 
#> $GUY$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.15882857 0.6346713  -0.6497586     0.985950
#> lag1_var2 -0.17146273 1.0067562  -1.4683365     1.023593
#> lag1_var3  1.03793613 1.8298383  -1.2498209     3.132964
#> lag1_var4 -0.06679026 1.6736587  -2.0129341     2.016414
#> const      0.23940175 6.2863282  -8.6943494     9.445480
#> 
#> $GUY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.05722563 0.6604832  -0.8570300    0.8053845
#> lag1_var2 0.16994928 1.0575331  -0.9963655    1.5810722
#> lag1_var3 0.91018293 1.8996948  -1.0197459    3.5284711
#> lag1_var4 0.12898119 1.7442849  -2.3175888    1.8766952
#> const     0.39746950 6.3983807  -6.2606618   11.0231332
#> 
#> 
#> 
#> $HKG
#> $HKG$Sigma
#> $HKG$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001032508 0.0002260673 0.0007235525  0.001333355
#> 
#> $HKG$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02448876 0.004110306 -0.02956964  -0.01815334
#> Sigma[2,2]  0.98176100 0.162740020  0.74456738   1.18617150
#> 
#> $HKG$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01758596 0.003882977  0.01233021   0.02287067
#> Sigma[3,2] -0.62554383 0.122124138 -0.78775155  -0.43068117
#> Sigma[3,3]  0.65516530 0.149066379  0.44243505   0.83219718
#> 
#> $HKG$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002691721 0.002123581  0.0007288142  0.006301387
#> Sigma[4,2] -0.024842659 0.071434267 -0.1209124711  0.069091019
#> Sigma[4,3]  0.284590645 0.094005987  0.1696342001  0.412870380
#> Sigma[4,4]  0.282221649 0.058625586  0.2045247100  0.363453042
#> 
#> 
#> $HKG$A
#> $HKG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95439766 0.01796509  0.92968423   0.97890096
#> lag1_var2  0.05373591 0.06886324 -0.04230326   0.14465178
#> lag1_var3  0.07471193 0.11306511 -0.08346258   0.21957106
#> lag1_var4 -0.07240702 0.11115652 -0.21495447   0.08324749
#> const      1.04464102 0.33680151  0.56411996   1.51900599
#> 
#> $HKG$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1616383  0.4778066   -0.373328    0.9321471
#> lag1_var2 -1.2345109  2.8156423   -5.654719    2.0239170
#> lag1_var3 -3.2363034  4.7070465  -10.632117    2.2235652
#> lag1_var4  3.2942576  4.6809547   -2.170987   10.6203043
#> const     -6.5897603 10.9923089  -22.747235    7.2910463
#> 
#> $HKG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01579008 0.4316654   -0.666597     0.502923
#> lag1_var2  1.00268909 2.3166173   -1.150926     4.629153
#> lag1_var3  2.43923198 3.8621537   -1.101495     8.480674
#> lag1_var4 -1.53702215 3.8267310   -7.529173     1.921233
#> const      5.62076101 8.8802707   -3.910998    18.753066
#> 
#> $HKG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.08455839 0.2892533   -0.335497    0.4364654
#> lag1_var2 0.03431246 1.3918583   -1.836659    1.7964983
#> lag1_var3 0.11225435 2.2746820   -3.007580    2.9601648
#> lag1_var4 0.84735907 2.2464143   -1.979314    3.9279718
#> const     0.20169476 5.7591831   -7.456920    7.3831321
#> 
#> 
#> 
#> $HND
#> $HND$Sigma
#> $HND$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008802007 0.0002524415 0.0006127247  0.001284692
#> 
#> $HND$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01953868 0.007374688 -0.03067316  -0.01160781
#> Sigma[2,2]  1.24727372 0.373391090  0.84317656   1.74949210
#> 
#> $HND$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01974574 0.008998826  0.007939144   0.03091259
#> Sigma[3,2] -1.05466964 0.391446473 -1.588280986  -0.56382325
#> Sigma[3,3]  2.43408800 0.481926317  1.828201364   3.07519883
#> 
#> $HND$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.008525146 0.006360916  0.0006791083   0.01844598
#> Sigma[4,2] -0.306812416 0.253939382 -0.6611273490   0.04172146
#> Sigma[4,3]  1.883209377 0.451224845  1.3158022493   2.48846376
#> Sigma[4,4]  1.785823383 0.441612982  1.1938003787   2.38199439
#> 
#> 
#> $HND$A
#> $HND$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94757581 0.01259930  0.92866443   0.96167424
#> lag1_var2  0.06635454 0.03381486  0.02322247   0.11742086
#> lag1_var3  0.09180469 0.05379936  0.02054281   0.17182191
#> lag1_var4 -0.09246640 0.05247300 -0.17022849  -0.02293591
#> const      1.27035641 0.28186212  0.86140340   1.57477368
#> 
#> $HND$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.210520 0.5834755   0.4538686    1.9721447
#> lag1_var2  -2.519215 1.5337155  -4.1497313   -0.1767127
#> lag1_var3  -5.098496 2.3266567  -7.5253134   -1.5574389
#> lag1_var4   4.915364 2.2632386   1.4252469    7.2307816
#> const     -15.456171 9.4521826 -26.9494785   -2.0748819
#> 
#> $HND$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.9597541  0.7717691   -2.206847   -0.1931933
#> lag1_var2  4.4098747  2.3649606    1.537802    7.9319608
#> lag1_var3  7.6161469  3.7590247    3.034299   13.0535815
#> lag1_var4 -6.5843787  3.6534679  -11.855902   -2.0938862
#> const     19.5222196 13.0224189    4.181601   38.9820215
#> 
#> $HND$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2210333 0.5954209  -1.2364609     0.335980
#> lag1_var2  2.7499792 1.9662253   0.2974165     5.377252
#> lag1_var3  4.2832729 3.1803597   0.4326565     8.529371
#> lag1_var4 -3.3453549 3.0908830  -7.4721778     0.453534
#> const      8.9823137 9.6537350  -0.5608098    25.703592
#> 
#> 
#> 
#> $HRV
#> $HRV$Sigma
#> $HRV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001827616 0.0004105334 0.001323391  0.002414977
#> 
#> $HRV$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02185431 0.01305607 -0.03904859 -0.002327268
#> Sigma[2,2]  1.93985714 0.30896700  1.48265357  2.285064404
#> 
#> $HRV$Sigma$equation3
#>                  mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0126448 0.008912538  0.0002079583   0.02544844
#> Sigma[3,2] -1.1566375 0.262830293 -1.4647620126  -0.73384897
#> Sigma[3,3]  1.2015058 0.280888169  0.8090429495   1.63486956
#> 
#> $HRV$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001114036 0.005882509 -0.007744183  0.008787542
#> Sigma[4,2] -0.166170067 0.138588064 -0.349868109  0.045933565
#> Sigma[4,3]  0.678938939 0.196568537  0.480646798  1.001891201
#> Sigma[4,4]  0.671937566 0.202088123  0.483414352  0.996712374
#> 
#> 
#> $HRV$A
#> $HRV$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.94398616 0.03283018  0.900196305  0.983726070
#> lag1_var2  0.06673544 0.05724597 -0.007705807  0.147996046
#> lag1_var3  0.12958806 0.10903181 -0.013471096  0.284902176
#> lag1_var4 -0.12722304 0.09948822 -0.269040710  0.003689627
#> const      1.28668827 0.31445472  0.859954147  1.664071236
#> 
#> $HRV$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.276435  0.8756501 -2.48264315  -0.03565925
#> lag1_var2  2.671194  1.5446813  0.08789702   4.21646132
#> lag1_var3  3.356812  3.0993697 -1.77505373   6.51500796
#> lag1_var4 -2.936785  2.8930181 -5.98667909   1.81051040
#> const     10.104480 12.6013260 -2.39313192  30.38372432
#> 
#> $HRV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4116304 0.6267913  -0.3498655     1.380644
#> lag1_var2  0.1891094 1.0236944  -1.2046930     1.534224
#> lag1_var3  1.3833763 2.1070494  -1.4689553     4.170464
#> lag1_var4 -0.6276550 1.9572810  -3.1831147     2.040038
#> const      2.8523081 7.9815192 -10.6337484    10.726634
#> 
#> $HRV$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3081544 0.3343505  -0.6622438    0.2782076
#> lag1_var2  1.4496307 0.7348882   0.3623977    2.4435990
#> lag1_var3  2.8978136 1.4426112   0.7134187    4.8153889
#> lag1_var4 -1.8762846 1.3310584  -3.6906069    0.1082905
#> const      7.1120941 2.7449297   2.5404047    9.8987366
#> 
#> 
#> 
#> $HTI
#> $HTI$Sigma
#> $HTI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001549669 0.0004160247 0.001228222  0.002223002
#> 
#> $HTI$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008485977 0.00391126 -0.01338769 -0.002860878
#> Sigma[2,2]  0.305887722 0.05575733  0.22981496  0.382515192
#> 
#> $HTI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005077861 0.002724897  0.001655059  0.008982515
#> Sigma[3,2] -0.209751147 0.041694337 -0.258304969 -0.143988274
#> Sigma[3,3]  0.182709313 0.036066997  0.121475553  0.222056123
#> 
#> $HTI$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0003496838 0.001334217 -0.00216618  0.001416736
#> Sigma[4,2] -0.0185418695 0.018164716 -0.04652613  0.003870707
#> Sigma[4,3]  0.0549530947 0.016338726  0.03242948  0.076083450
#> Sigma[4,4]  0.0472594420 0.011812324  0.03399251  0.064941424
#> 
#> 
#> $HTI$A
#> $HTI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97379946 0.03343633  0.92554438   1.01914616
#> lag1_var2  0.01962438 0.04415116 -0.04020128   0.07169890
#> lag1_var3  0.02396607 0.06617588 -0.06699060   0.10143138
#> lag1_var4 -0.03105738 0.05973712 -0.10424305   0.05026589
#> const      1.02596527 0.30245331  0.55886430   1.34725610
#> 
#> $HTI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5275102 0.3365382   0.1048555    0.9679064
#> lag1_var2  1.8835725 0.4606082   1.2669990    2.5220020
#> lag1_var3  1.4282736 0.7208543   0.4702570    2.4223204
#> lag1_var4 -1.6741416 0.6589871  -2.6283518   -0.7841397
#> const      4.4463388 2.5828265   1.3538943    8.2056070
#> 
#> $HTI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2909151 0.2951903 -0.68946276   0.05304042
#> lag1_var2 -0.2837243 0.4608538 -1.01488303   0.22630374
#> lag1_var3  0.4163352 0.7093368 -0.70440926   1.20909649
#> lag1_var4  0.6538273 0.6749980 -0.08151832   1.70729867
#> const      0.8919408 2.8607822 -3.55881957   3.81146892
#> 
#> $HTI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.06333567 0.2470304  -0.2807568    0.3700681
#> lag1_var2 0.52892140 0.3483363   0.1634719    1.1019726
#> lag1_var3 0.69995165 0.5267920   0.1337711    1.5682960
#> lag1_var4 0.23861634 0.4804442  -0.5459498    0.7501585
#> const     1.59618856 1.8886732  -0.7042798    4.0974162
#> 
#> 
#> 
#> $HUN
#> $HUN$Sigma
#> $HUN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009748748 0.0001533921 0.0007662657   0.00117912
#> 
#> $HUN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02148654 0.006576982 -0.03002034  -0.01101385
#> Sigma[2,2]  1.13234056 0.218999153  0.81878999   1.45750224
#> 
#> $HUN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02146687 0.006505368  0.01023283   0.02794573
#> Sigma[3,2] -0.93492572 0.190669172 -1.15537324  -0.66340765
#> Sigma[3,3]  1.35791454 0.171560950  1.14487019   1.59387929
#> 
#> $HUN$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01077107 0.004834346  0.003191524   0.01651535
#> Sigma[4,2] -0.37212714 0.147623487 -0.581142240  -0.21328310
#> Sigma[4,3]  0.93452978 0.147954026  0.735351511   1.13682166
#> Sigma[4,4]  0.79511826 0.181228797  0.585759121   1.09386431
#> 
#> 
#> $HUN$A
#> $HUN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98306786 0.01728504  0.96202112   1.00636995
#> lag1_var2 -0.02809750 0.04133120 -0.08264718   0.02624238
#> lag1_var3 -0.04376847 0.07943583 -0.14896097   0.05823084
#> lag1_var4  0.03931499 0.07508717 -0.05829601   0.13742483
#> const      0.72555230 0.23265932  0.45076309   1.03010450
#> 
#> $HUN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07344578 0.5003253  -0.6449488    0.5266002
#> lag1_var2  0.59235729 1.1508831  -0.8825336    2.2059296
#> lag1_var3 -0.65272638 2.2243112  -3.6146511    2.4406350
#> lag1_var4  0.58237279 2.0898692  -2.2966645    3.4017207
#> const      2.21455149 6.6591610  -5.7833151   10.0652359
#> 
#> $HUN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2741584 0.4861659  -0.3504501    0.9336773
#> lag1_var2 -0.7218891 1.3014808  -2.1698402    1.3303571
#> lag1_var3 -0.2574942 2.5000742  -2.9304414    3.7848430
#> lag1_var4  1.2220964 2.3392251  -2.5611247    3.7229610
#> const     -4.2521326 6.2595178 -11.7146975    4.2405929
#> 
#> $HUN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3899753 0.3345508  -0.0314747    0.8374149
#> lag1_var2 -0.8058693 0.9185730  -1.8169892    0.5419455
#> lag1_var3 -1.3402486 1.7515571  -3.2197253    1.2923845
#> lag1_var4  2.2779242 1.6382480  -0.1612514    4.0721504
#> const     -5.5414185 4.3245654 -11.0171068    0.3783205
#> 
#> 
#> 
#> $IDN
#> $IDN$Sigma
#> $IDN$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00144472 0.0003744078  0.00111781    0.0020665
#> 
#> $IDN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004984503 0.002649439 -0.008421483 -0.001341202
#> Sigma[2,2]  0.266359957 0.043805944  0.205532426  0.312581149
#> 
#> $IDN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001624693 0.003029091 -0.001864482  0.006073161
#> Sigma[3,2] -0.151217274 0.043942189 -0.216020770 -0.102343781
#> Sigma[3,3]  0.478591678 0.091662623  0.382547159  0.616096672
#> 
#> $IDN$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.001841386 0.004012889 -0.00650909  0.003941848
#> Sigma[4,2]  0.026088515 0.042850051 -0.01750481  0.092101337
#> Sigma[4,3]  0.399800587 0.093727028  0.28780673  0.539153294
#> Sigma[4,4]  0.440480156 0.096921874  0.29619938  0.572540257
#> 
#> 
#> $IDN$A
#> $IDN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00639123 0.01485540  0.98846958   1.02671110
#> lag1_var2 -0.04963280 0.07118425 -0.14615234   0.04732988
#> lag1_var3 -0.07497907 0.11320234 -0.22229211   0.08211744
#> lag1_var4  0.06276760 0.11231662 -0.09568987   0.20655132
#> const      0.68069772 0.33198381  0.14408529   1.04471728
#> 
#> $IDN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5324898 0.2153438  -0.8293233   -0.2562801
#> lag1_var2  2.7390028 0.9249334   1.2835211    3.8823309
#> lag1_var3  2.8255849 1.4771715   0.5044765    4.6404799
#> lag1_var4 -2.7465367 1.4447573  -4.4984464   -0.4762382
#> const      9.8762103 3.7811087   5.2294728   15.4184491
#> 
#> $IDN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5760414 0.2961787   0.1569856    0.9811875
#> lag1_var2  0.5990294 0.8576841  -0.3238994    1.8493190
#> lag1_var3  1.9534425 1.3884134   0.4931961    4.0139245
#> lag1_var4 -1.2712354 1.3486056  -3.3256650    0.1722837
#> const      5.7747469 2.8613107   2.3145747    9.6638020
#> 
#> $IDN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2273094 0.2786302  -0.1412397    0.6398903
#> lag1_var2  2.2255787 0.8647755   1.2286410    3.5069757
#> lag1_var3  3.5529702 1.3726738   2.0790202    5.6272099
#> lag1_var4 -2.8025099 1.3816285  -4.8915759   -1.2754312
#> const     11.1992148 4.3032711   5.9697422   18.0002573
#> 
#> 
#> 
#> $IND
#> $IND$Sigma
#> $IND$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007201008 0.0001938279 0.0005483315  0.001026592
#> 
#> $IND$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.007078326 0.001670869 -0.009175582 -0.004812267
#> Sigma[2,2]  0.215957255 0.046224428  0.152499479  0.275525000
#> 
#> $IND$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01068956 0.002181565  0.007383978   0.01334557
#> Sigma[3,2] -0.23520285 0.042846576 -0.297181851  -0.18243014
#> Sigma[3,3]  0.39716371 0.062696705  0.295804577   0.46833880
#> 
#> $IND$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007456697 0.001723311  0.004991086  0.009676711
#> Sigma[4,2] -0.132031567 0.031601256 -0.169725921 -0.082060436
#> Sigma[4,3]  0.294512500 0.053374779  0.207924581  0.356360582
#> Sigma[4,4]  0.241976752 0.043848888  0.176085870  0.296190587
#> 
#> 
#> $IND$A
#> $IND$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.982790396 0.01277589  0.96397141   0.99825996
#> lag1_var2 -0.009592156 0.04492755 -0.05150472   0.06439730
#> lag1_var3 -0.034197556 0.07402562 -0.10334662   0.08844542
#> lag1_var4  0.026982745 0.07186861 -0.09173485   0.09472823
#> const      0.861585845 0.25652928  0.53417435   1.23443852
#> 
#> $IND$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04624146 0.1916315  -0.2556504    0.2390634
#> lag1_var2  0.29313570 0.7960840  -0.8770060    1.2425480
#> lag1_var3 -1.22067856 1.3908990  -3.2706287    0.3738022
#> lag1_var4  1.26886341 1.3449665  -0.2736992    3.2417994
#> const     -1.10665982 2.9713865  -4.9737079    2.9429208
#> 
#> $IND$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2790569 0.2329756 -0.07625809    0.5524932
#> lag1_var2 -1.0682315 0.9094182 -2.42339821    0.2066791
#> lag1_var3  0.1582694 1.6375736 -2.16550500    2.5791032
#> lag1_var4  0.7943013 1.5642691 -1.53599998    3.0095993
#> const     -0.3836369 3.2569978 -4.25117115    4.9146739
#> 
#> $IND$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2560245 0.1709377   0.0302223    0.4862114
#> lag1_var2 -1.2254347 0.6326179  -2.1648069   -0.4488249
#> lag1_var3 -1.0154143 1.1682562  -2.6439690    0.4964868
#> lag1_var4  2.0309662 1.1096873   0.5768222    3.5714988
#> const     -2.7364559 2.9313269  -6.9165297    0.7105271
#> 
#> 
#> 
#> $IRL
#> $IRL$Sigma
#> $IRL$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002048614 0.0005018711 0.001349546  0.002714557
#> 
#> $IRL$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0352262 0.01806637 -0.06305397  -0.01662596
#> Sigma[2,2]  1.9622376 0.81124817  1.21296855   3.23390084
#> 
#> $IRL$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03521414 0.01908898  0.01321723   0.06267361
#> Sigma[3,2] -1.78824403 0.80586224 -2.99197687  -1.05785578
#> Sigma[3,3]  2.01387090 0.83101437  1.17355293   3.12925083
#> 
#> $IRL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01410947 0.009302962  0.002939513   0.02875045
#> Sigma[4,2] -0.61134051 0.358318067 -1.102186595  -0.22648169
#> Sigma[4,3]  0.96264799 0.371996064  0.521204728   1.47207442
#> Sigma[4,4]  0.62199750 0.164043873  0.407273618   0.83074485
#> 
#> 
#> $IRL$A
#> $IRL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.03103579 0.01690688  1.00701274   1.05273455
#> lag1_var2 -0.07228205 0.02265292 -0.10305681  -0.04158536
#> lag1_var3 -0.11076415 0.03712182 -0.16095259  -0.06089116
#> lag1_var4  0.08654630 0.03341180  0.04718689   0.13369101
#> const      0.78570421 0.22261253  0.58452065   1.15454387
#> 
#> $IRL$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.42294659 0.5549498  -2.0700367   -0.5884635
#> lag1_var2  1.93528409 0.5928376   1.0770842    2.5133098
#> lag1_var3  1.48702020 0.9330230   0.1419014    2.4177107
#> lag1_var4 -0.89652606 0.8333649  -1.7417283    0.2751024
#> const     -0.04815444 5.6104778  -9.1784511    6.1840068
#> 
#> $IRL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.3725924 0.6337327   0.6042960   2.21766307
#> lag1_var2 -0.9326519 0.6277249  -1.7162129  -0.01754033
#> lag1_var3 -0.2826438 0.9331562  -1.4599499   1.07250426
#> lag1_var4  0.6498211 0.7690531  -0.4607856   1.58326062
#> const      5.2185814 6.5284696  -1.8562313  15.08074931
#> 
#> $IRL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.55405913 0.3659816   0.1562959    1.0107554
#> lag1_var2 -0.18805494 0.3798639  -0.6630941    0.3255323
#> lag1_var3 -0.08020497 0.5763139  -0.8019776    0.7319340
#> lag1_var4  0.82057920 0.4656454   0.1337408    1.4028907
#> const      3.17771303 3.6915579  -0.3406187    9.0903928
#> 
#> 
#> 
#> $IRN
#> $IRN$Sigma
#> $IRN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001112581 0.0002454997 0.0008789543  0.001485672
#> 
#> $IRN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] 0.004278926 0.006358161 -0.00490123   0.01200322
#> Sigma[2,2] 0.677621621 0.116042449  0.53479317   0.84366958
#> 
#> $IRN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  2.165284e-05 0.005409383 -0.006405267  0.008070752
#> Sigma[3,2] -5.358421e-02 0.088058723 -0.181412610  0.048348163
#> Sigma[3,3]  5.619925e-01 0.134956897  0.455937140  0.783042574
#> 
#> $IRN$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.002023424 0.007138059 -0.004505209   0.01392185
#> Sigma[4,2] 0.265731077 0.136555656  0.086738071   0.42300176
#> Sigma[4,3] 0.604413192 0.166719758  0.449409283   0.89126908
#> Sigma[4,4] 0.805997669 0.231450085  0.588625322   1.20516289
#> 
#> 
#> $IRN$A
#> $IRN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00273600 0.01775492  0.98190612   1.02961398
#> lag1_var2 -0.06135395 0.03294607 -0.10901640  -0.02659436
#> lag1_var3 -0.14453857 0.08098890 -0.25529871  -0.04884591
#> lag1_var4  0.13271337 0.07340092  0.04494876   0.23178949
#> const      0.45428448 0.19360649  0.21227047   0.73627134
#> 
#> $IRN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4138395 0.4705930  -1.1097471    0.1510909
#> lag1_var2  1.6718798 0.9850828   0.4413135    3.0616258
#> lag1_var3  2.1263442 2.2123317  -0.6121684    5.2271663
#> lag1_var4 -1.9977907 2.0043169  -4.7878586    0.5402547
#> const      8.1063383 4.0770050   3.0176404   14.3551051
#> 
#> $IRN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4396654 0.5158143  -0.2872251    1.1533330
#> lag1_var2 -0.5504935 0.8840992  -1.7053479    0.7075813
#> lag1_var3 -0.3203876 2.0481819  -2.6733518    2.6791325
#> lag1_var4  1.0378040 1.8858429  -1.7502770    3.1591538
#> const      0.2299968 6.9381800  -7.9810441    9.5924283
#> 
#> $IRN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.28140189 0.6336176  -0.5762414     1.122923
#> lag1_var2 -0.08312256 1.0433076  -1.5318348     1.148418
#> lag1_var3  0.03672423 2.3434709  -3.1326426     2.838567
#> lag1_var4  0.76104674 2.1593668  -1.8320452     3.683957
#> const      2.24110049 8.8050801  -7.6664723    14.699073
#> 
#> 
#> 
#> $IRQ
#> $IRQ$Sigma
#> $IRQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01526791 0.004417157  0.01088121   0.02253442
#> 
#> $IRQ$Sigma$equation2
#>                   mean         sd 5% quantile  95% quantile
#> Sigma[2,1] -0.02059064 0.01537487  -0.0432373 -0.0004612187
#> Sigma[2,2]  0.29834315 0.06090032   0.2322740  0.3855275896
#> 
#> $IRQ$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.02151819 0.01973796 -0.001009079   0.04681572
#> Sigma[3,2] -0.23631823 0.07768618 -0.338703102  -0.13413098
#> Sigma[3,3]  0.37180992 0.11737183  0.239262098   0.53869812
#> 
#> $IRQ$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01491865 0.01630714 -0.002280271   0.03509269
#> Sigma[4,2] -0.13128742 0.06578503 -0.220481139  -0.04561715
#> Sigma[4,3]  0.31475477 0.09926864  0.203907612   0.46290241
#> Sigma[4,4]  0.29895953 0.08380927  0.198877142   0.42505740
#> 
#> 
#> $IRQ$A
#> $IRQ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.89479652 0.04343285  0.84546585    0.9559873
#> lag1_var2  0.05066955 0.08196724 -0.04854656    0.1711355
#> lag1_var3  0.11545710 0.19464326 -0.11673426    0.4099516
#> lag1_var4 -0.08196827 0.18250712 -0.36158094    0.1231699
#> const      1.30087934 0.62315469  0.58107046    2.2315755
#> 
#> $IRQ$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5309313 0.1508033   0.2951305    0.7167946
#> lag1_var2 -0.1474970 0.3205023  -0.6117992    0.2720172
#> lag1_var3 -2.7120575 0.7261151  -3.7799371   -1.8162651
#> lag1_var4  2.5348419 0.7220446   1.6087112    3.5940903
#> const     -5.6132604 3.0567157  -9.4434013   -1.8050928
#> 
#> $IRQ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2985144 0.1700372  -0.4820971 -0.007268508
#> lag1_var2  1.0237189 0.3406448   0.6274037  1.534686090
#> lag1_var3  3.5335592 0.9033341   2.4132772  4.864865115
#> lag1_var4 -2.5488934 0.9050029  -3.8287519 -1.375228031
#> const      8.3885313 3.8546884   2.7862575 13.469156607
#> 
#> $IRQ$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08744733 0.1458663  -0.2321376   0.16512928
#> lag1_var2  0.81126183 0.3289772   0.4241565   1.32879597
#> lag1_var3  2.05871326 0.8701156   0.9590961   3.41955966
#> lag1_var4 -1.11076237 0.8578812  -2.4160505   0.03375636
#> const      4.82394905 3.5856136   0.1744258   9.55914403
#> 
#> 
#> 
#> $ISL
#> $ISL$Sigma
#> $ISL$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001699646 0.0006323862 0.001029105  0.002778035
#> 
#> $ISL$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0393823 0.01513989 -0.06543318  -0.02557752
#> Sigma[2,2]  1.3118948 0.36860500  0.98332460   1.96735888
#> 
#> $ISL$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04356031 0.01452355   0.0269912   0.06728118
#> Sigma[3,2] -1.46761518 0.36424866  -2.0855973  -1.10412488
#> Sigma[3,3]  2.34245692 0.44296772   1.7817789   2.87057744
#> 
#> $ISL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01450321 0.004921803  0.006853656   0.02004593
#> Sigma[4,2] -0.50105992 0.127824929 -0.648485555  -0.32905314
#> Sigma[4,3]  1.28822229 0.299245297  0.863888977   1.70804111
#> Sigma[4,4]  0.94801010 0.257205362  0.611526286   1.31120243
#> 
#> 
#> $ISL$A
#> $ISL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98039623 0.01730172  0.95770788   1.00443669
#> lag1_var2 -0.06135669 0.07443075 -0.17469472   0.01287459
#> lag1_var3 -0.08632043 0.10143754 -0.24219846   0.01432004
#> lag1_var4  0.08429339 0.10090282 -0.01249597   0.24041023
#> const      0.62819914 0.32225163  0.10963434   0.99231637
#> 
#> $ISL$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.05862091 0.5925302 -0.699234368    0.9411697
#> lag1_var2  1.96834815 2.2447998 -0.002394709    5.9599242
#> lag1_var3  1.89003151 3.0747558 -0.752808785    7.3168940
#> lag1_var4 -1.97093649 3.0625776 -7.373706847    0.6090571
#> const      6.60700998 9.0287535 -2.148679752   22.5364973
#> 
#> $ISL$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.4498594  0.5136586   -1.203210    0.2278196
#> lag1_var2  2.6929320  3.0393334   -1.880673    6.2134784
#> lag1_var3  4.1760394  4.1792137   -1.943118    8.9836512
#> lag1_var4 -3.1723569  4.1599416   -8.071023    2.8917999
#> const      9.0912134 10.1602323   -2.672886   24.2193346
#> 
#> $ISL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4251345 0.3064255  -0.8650466   0.01215139
#> lag1_var2  4.0294711 1.8912850   2.3508099   6.87333610
#> lag1_var3  5.4059652 2.6052415   3.0984942   9.38147846
#> lag1_var4 -4.4426890 2.5869255  -8.4249418  -2.11913351
#> const     12.9728136 6.7347137   5.3773892  23.54417020
#> 
#> 
#> 
#> $ISR
#> $ISR$Sigma
#> $ISR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007441702 0.0002003633 0.0005048757  0.001040948
#> 
#> $ISR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01436137 0.004611584 -0.02071388 -0.008570265
#> Sigma[2,2]  1.00501061 0.198359864  0.78511729  1.353602381
#> 
#> $ISR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01520967 0.005253126  0.008832324   0.02249308
#> Sigma[3,2] -0.92526175 0.199110443 -1.237138668  -0.69932448
#> Sigma[3,3]  1.12858231 0.226069168  0.886332271   1.51210561
#> 
#> $ISR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006899211 0.003000426  0.003667511   0.01153641
#> Sigma[4,2] -0.337318502 0.124601211 -0.540600282  -0.20296465
#> Sigma[4,3]  0.606284043 0.131308913  0.481833712   0.82082848
#> Sigma[4,4]  0.430054956 0.074362639  0.350114239   0.54920805
#> 
#> 
#> $ISR$A
#> $ISR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97427004 0.02494193  0.93270396   1.00233028
#> lag1_var2 -0.01428105 0.03264737 -0.06791706   0.02252909
#> lag1_var3 -0.01971119 0.05368581 -0.10744822   0.03805172
#> lag1_var4  0.01777429 0.04876615 -0.02953727   0.09838738
#> const      0.85405563 0.21767093  0.54684097   1.13344454
#> 
#> $ISR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4380887 0.5506004 -0.35788727   1.05068297
#> lag1_var2  2.3997611 1.1406486  0.89607237   3.74958596
#> lag1_var3  2.7189894 1.9619245  0.03104593   4.85991326
#> lag1_var4 -3.0106737 1.9920010 -5.00287075  -0.09702385
#> const      8.9467084 4.9351040  1.76195541  14.78008657
#> 
#> $ISR$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.1047703 0.743589   -1.031409     0.912474
#> lag1_var2 -1.0070895 1.175933   -2.367213     0.816817
#> lag1_var3 -0.9797407 2.053039   -3.182961     2.304822
#> lag1_var4  2.0587926 2.092406   -1.406305     4.164860
#> const     -3.7253380 7.342579  -12.803988     7.048736
#> 
#> $ISR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1796356 0.4827521  -0.4836350    0.7928066
#> lag1_var2  0.1162167 0.6495955  -0.4910984    1.1227558
#> lag1_var3  0.1013459 1.1187861  -0.9558904    1.9205711
#> lag1_var4  0.8225124 1.1075326  -1.0559056    1.8399828
#> const     -0.1931561 4.9150477  -6.5649101    6.9924646
#> 
#> 
#> 
#> $ITA
#> $ITA$Sigma
#> $ITA$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007325689 0.000175234 0.0005791712  0.001033698
#> 
#> $ITA$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006363395 0.00558857 -0.01451436  0.000220961
#> Sigma[2,2]  0.552840586 0.16392747  0.38871722  0.802337609
#> 
#> $ITA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007396243 0.005776009  0.001649841   0.01754772
#> Sigma[3,2] -0.309733255 0.126662386 -0.483270646  -0.13231574
#> Sigma[3,3]  0.417135939 0.159062319  0.245641771   0.67722081
#> 
#> $ITA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004724141 0.004074986  0.001534782   0.01179697
#> Sigma[4,2] -0.043095120 0.092360561 -0.168187613   0.08006770
#> Sigma[4,3]  0.295400117 0.130398926  0.191308811   0.49929367
#> Sigma[4,4]  0.305848614 0.106323686  0.212763020   0.47350785
#> 
#> 
#> $ITA$A
#> $ITA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96826252 0.02928605  0.92473078   1.00504083
#> lag1_var2  0.02809772 0.04193697 -0.02820598   0.08478068
#> lag1_var3  0.05070622 0.08716394 -0.06894711   0.16752804
#> lag1_var4 -0.05435512 0.07805054 -0.16276252   0.05240515
#> const      1.04348012 0.31244984  0.63453545   1.48918468
#> 
#> $ITA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1129517 0.8510781  -1.1033468     1.121036
#> lag1_var2  2.2585231 1.4206797   0.3848293     4.067003
#> lag1_var3  2.8742007 2.8395350  -0.9035104     6.504474
#> lag1_var4 -2.8910300 2.5665505  -6.2381451     0.565662
#> const      5.2669061 8.7371517  -7.3413400    15.187149
#> 
#> $ITA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8980437 0.7773638  -0.2212611    1.8648190
#> lag1_var2 -1.1650512 1.2561392  -2.8014284    0.2832205
#> lag1_var3 -1.4647220 2.5606496  -4.8801150    1.4709771
#> lag1_var4  1.9774905 2.3040502  -0.6329340    5.1440301
#> const     -1.8437665 6.9952960 -11.2837880    6.4208922
#> 
#> $ITA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9198765 0.5381044   0.2714145    1.5912536
#> lag1_var2 -0.3687499 0.8088708  -1.5830666    0.4830797
#> lag1_var3 -0.6802400 1.6848046  -3.2687524    1.0534076
#> lag1_var4  1.1817232 1.5128500  -0.3572254    3.5397682
#> const     -1.2528852 5.7113455  -9.8711006    5.3227680
#> 
#> 
#> 
#> $JAM
#> $JAM$Sigma
#> $JAM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009438968 0.0002597161 0.0006696232  0.001338342
#> 
#> $JAM$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01030264 0.003280769 -0.01519922 -0.007188349
#> Sigma[2,2]  0.36137270 0.089813052  0.26719200  0.510247435
#> 
#> $JAM$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01796884 0.006699862  0.009980752   0.02666394
#> Sigma[3,2] -0.45448560 0.140205421 -0.671152961  -0.30954167
#> Sigma[3,3]  1.17871778 0.272169073  0.894596615   1.64023777
#> 
#> $JAM$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01189421 0.00564052  0.005044557    0.0199528
#> Sigma[4,2] -0.23443503 0.09662718 -0.361421645   -0.1126188
#> Sigma[4,3]  0.94695712 0.21059784  0.724849004    1.2951209
#> Sigma[4,4]  0.85299999 0.18060608  0.652028382    1.1400375
#> 
#> 
#> $JAM$A
#> $JAM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94389302 0.03090267  0.89572636    0.9790072
#> lag1_var2  0.02374441 0.06254963 -0.04452328    0.1252143
#> lag1_var3  0.02904228 0.09606331 -0.07969104    0.1846430
#> lag1_var4 -0.02540851 0.09028487 -0.17258290    0.0764946
#> const      1.04259998 0.37917351  0.62855466    1.6196036
#> 
#> $JAM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6263372 0.4379629  -1.2918464  -0.01335172
#> lag1_var2  2.7107959 1.0146888   1.1706576   3.94041456
#> lag1_var3  3.0023988 1.5967806   0.5503074   4.93335942
#> lag1_var4 -2.8552833 1.4962443  -4.6771662  -0.55127223
#> const      6.6765672 5.1924579   0.8929174  15.00286669
#> 
#> $JAM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05548686  1.618940   -1.711537     2.575671
#> lag1_var2  0.08956587  3.277817   -4.770641     4.000274
#> lag1_var3  0.39987378  5.147506   -7.310047     6.660768
#> lag1_var4  0.53153602  4.805052   -5.365424     7.704840
#> const      2.30816774 16.000383  -24.897461    18.789186
#> 
#> $JAM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4919298  1.595994   -2.036220     2.104796
#> lag1_var2  1.5750458  3.245139   -3.319357     5.298064
#> lag1_var3  1.8824177  5.076227   -5.808551     7.905809
#> lag1_var4 -0.8206507  4.730522   -6.498672     6.315178
#> const      4.8583505 14.787692  -20.022353    19.654594
#> 
#> 
#> 
#> $JOR
#> $JOR$Sigma
#> $JOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005824292 0.0001314777 0.0004248255 0.0007452203
#> 
#> $JOR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004930099 0.004341273 -0.01067393  0.001765012
#> Sigma[2,2]  1.140831781 0.273409752  0.83890263  1.563978838
#> 
#> $JOR$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002907978 0.001938814  0.0005749321   0.00599948
#> Sigma[3,2] -0.291673777 0.128689397 -0.4933614938  -0.12644312
#> Sigma[3,3]  0.384930554 0.090576514  0.2607446127   0.50492380
#> 
#> $JOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0009012099 0.001708118 -0.001604268  0.003140626
#> Sigma[4,2] 0.1853978331 0.141935832  0.017348876  0.411010779
#> Sigma[4,3] 0.3130061877 0.059086331  0.239475014  0.388238617
#> Sigma[4,4] 0.4495066879 0.068780994  0.346971333  0.536974700
#> 
#> 
#> $JOR$A
#> $JOR$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.96471790 0.007681943  0.953278613  0.975380439
#> lag1_var2  0.02006783 0.013575562  0.001763783  0.038900963
#> lag1_var3  0.04721986 0.032544848  0.004261221  0.094522330
#> lag1_var4 -0.04858124 0.032403206 -0.093648141 -0.005501272
#> const      0.91667187 0.141547336  0.686868351  1.079041453
#> 
#> $JOR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8341265 0.2918384   0.5262124    1.2562932
#> lag1_var2 -0.1357175 0.6081916  -1.1783065    0.3478024
#> lag1_var3 -2.5985558 1.4914965  -5.2475564   -1.4161325
#> lag1_var4  2.1594161 1.5018873   1.0021060    4.8912951
#> const     -1.1219563 6.8795144  -7.6247801    9.8150566
#> 
#> $JOR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2678721 0.2574436  -0.5840150    0.1158796
#> lag1_var2  0.7300410 0.4629098   0.1650642    1.4823073
#> lag1_var3  2.7428889 1.1245658   1.2684805    4.5164144
#> lag1_var4 -1.7326418 1.0480553  -3.4103552   -0.4462726
#> const      5.2413826 2.6821616   1.8639846    9.3005137
#> 
#> $JOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07056374 0.2456076 -0.18847565    0.3843067
#> lag1_var2  0.49928416 0.4372844  0.02267966    1.1811504
#> lag1_var3  1.27446353 1.1485437 -0.07618990    2.9861890
#> lag1_var4 -0.40777359 1.0626778 -2.01832507    0.7855427
#> const      3.40620371 3.1127915 -1.40411846    7.1734396
#> 
#> 
#> 
#> $JPN
#> $JPN$Sigma
#> $JPN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004424354 9.973075e-05 0.0003167062 0.0005766447
#> 
#> $JPN$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003689654 0.00190086 -0.006243836  -0.00158933
#> Sigma[2,2]  0.101882458 0.02498253  0.071151530   0.14124629
#> 
#> $JPN$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004260842 0.00234667  0.002133858  0.008236096
#> Sigma[3,2] -0.103231740 0.03152173 -0.155816146 -0.068906954
#> Sigma[3,3]  0.137794137 0.04533488  0.092334033  0.208122618
#> 
#> $JPN$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002091946 0.001447544  0.0008492576  0.004623058
#> Sigma[4,2] -0.042375675 0.019791462 -0.0725799973 -0.022990532
#> Sigma[4,3]  0.077528140 0.028614496  0.0512819235  0.122860866
#> Sigma[4,4]  0.053745466 0.017630751  0.0381410754  0.081937189
#> 
#> 
#> $JPN$A
#> $JPN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96317018 0.02546518   0.9428549    1.0025809
#> lag1_var2  0.02161502 0.10576800  -0.1426250    0.1068038
#> lag1_var3  0.02643058 0.17453295  -0.2456357    0.1634916
#> lag1_var4 -0.02554116 0.16995153  -0.1600714    0.2392677
#> const      1.00271419 0.46586280   0.2776768    1.4036774
#> 
#> $JPN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08685161 0.2305987  -0.4510110    0.2034805
#> lag1_var2  0.20429571 0.9663565  -1.0767384    1.4816792
#> lag1_var3 -1.21569918 1.5874897  -3.3370694    0.8357487
#> lag1_var4  1.29986945 1.5522034  -0.6891181    3.3712447
#> const     -2.44751688 4.3316457  -7.0372208    4.2130366
#> 
#> $JPN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.30161707 0.2964016 -0.00834709    0.7299282
#> lag1_var2 -0.02662477 1.1611516 -1.76536972    1.1633636
#> lag1_var3  1.37754091 1.8903429 -1.48924390    3.2285983
#> lag1_var4 -0.57759137 1.8428904 -2.40190566    2.2045732
#> const      4.46425777 5.4827594 -3.52599090    9.8682743
#> 
#> $JPN$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.2649290 0.2007781 -0.008853777    0.5383273
#> lag1_var2 -0.1610813 0.7545221 -1.214501924    0.7424133
#> lag1_var3  0.2239630 1.2100396 -1.501010912    1.6284698
#> lag1_var4  0.6448097 1.1720960 -0.700902724    2.3168982
#> const      1.4579125 3.4047928 -3.257330146    5.6366126
#> 
#> 
#> 
#> $KAZ
#> $KAZ$Sigma
#> $KAZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001860578 0.0002774955 0.001491124  0.002197966
#> 
#> $KAZ$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03169921 0.007773312 -0.04204187  -0.02112136
#> Sigma[2,2]  1.52395635 0.248591740  1.14387978   1.80720952
#> 
#> $KAZ$Sigma$equation3
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0210912 0.004648479  0.01615124   0.02720893
#> Sigma[3,2] -0.9807864 0.146871849 -1.18976897  -0.79806333
#> Sigma[3,3]  0.7347150 0.097431563  0.66254197   0.89633423
#> 
#> $KAZ$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001839833 0.002831403 -0.005358553  0.002288475
#> Sigma[4,2]  0.108030661 0.077978987 -0.010204339  0.209411224
#> Sigma[4,3]  0.040479709 0.061643116 -0.023675640  0.132019054
#> Sigma[4,4]  0.125068324 0.026978194  0.089622692  0.160031419
#> 
#> 
#> $KAZ$A
#> $KAZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.04729117 0.01547628   1.0270918    1.0648695
#> lag1_var2  0.02419072 0.09920034  -0.1107436    0.1567945
#> lag1_var3  0.01576934 0.13845633  -0.1735667    0.2007210
#> lag1_var4 -0.04620774 0.14023131  -0.2316089    0.1452440
#> const      0.87911353 0.31477230   0.4392432    1.3342719
#> 
#> $KAZ$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.15922039 0.2337026  -1.4690712   -0.8730101
#> lag1_var2  0.84470605 1.6653258  -0.9142047    3.6210849
#> lag1_var3  0.08868915 2.3125349  -2.3358033    3.9433465
#> lag1_var4  0.34758022 2.3742145  -3.6064433    2.8774756
#> const      0.44126368 6.7849533 -10.6268856    7.8632561
#> 
#> $KAZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4947532 0.1873698   0.2379855    0.7102799
#> lag1_var2  0.9529865 0.9936707  -0.4758464    2.3199513
#> lag1_var3  2.1781071 1.3984949   0.1891080    4.1276929
#> lag1_var4 -1.4563944 1.4311397  -3.4608720    0.5522721
#> const      6.0383509 5.3418337  -0.3542345   13.7709756
#> 
#> $KAZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3505176 0.1983492  -0.6606265   -0.1401052
#> lag1_var2  1.2608122 0.8112982   0.3014369    2.3339542
#> lag1_var3  1.8345767 1.1602845   0.4495325    3.3773295
#> lag1_var4 -0.7721182 1.1523767  -2.2916233    0.6005925
#> const      4.7355703 2.9600783   0.7749339    8.9552075
#> 
#> 
#> 
#> $KEN
#> $KEN$Sigma
#> $KEN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0005585557 0.0001114359 0.000413175 0.0007270698
#> 
#> $KEN$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001387254 0.0009740974 -0.002603331 -0.0001197574
#> Sigma[2,2]  0.051480452 0.0091158754  0.036481831  0.0619057825
#> 
#> $KEN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002789487 0.001331355  0.001289072  0.004717947
#> Sigma[3,2] -0.058882007 0.012004392 -0.073948249 -0.040734055
#> Sigma[3,3]  0.087701624 0.018776728  0.061773484  0.112011911
#> 
#> $KEN$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001855073 0.0008603005  0.0009194699  0.003227188
#> Sigma[4,2] -0.021514893 0.0079621588 -0.0313485378 -0.011213626
#> Sigma[4,3]  0.045976353 0.0117680658  0.0315543969  0.061344954
#> Sigma[4,4]  0.031466540 0.0064640652  0.0239423671  0.040766962
#> 
#> 
#> $KEN$A
#> $KEN$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0260814 0.01308202  1.00840103   1.04477388
#> lag1_var2 -0.1231114 0.06196544 -0.20052777  -0.03238205
#> lag1_var3 -0.1676533 0.08096366 -0.26570534  -0.04731596
#> lag1_var4  0.1542744 0.08072000  0.03411511   0.25361678
#> const      0.3775420 0.16814172  0.21215271   0.63738206
#> 
#> $KEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2202672 0.1562076 -0.01816358    0.4229982
#> lag1_var2 -0.8720975 0.3256456 -1.30510685   -0.4557083
#> lag1_var3 -2.5153144 0.4471889 -3.15630623   -1.9566277
#> lag1_var4  2.5210462 0.4658474  1.93187169    3.2047377
#> const     -5.6633861 0.6675954 -6.80975630   -5.0468829
#> 
#> $KEN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2234833 0.2015706 -0.06158476    0.4775838
#> lag1_var2  1.5305225 0.3230285  1.03503299    1.8852822
#> lag1_var3  3.1766394 0.4597714  2.49220487    3.7226375
#> lag1_var4 -2.3560577 0.4727705 -2.93048673   -1.6259059
#> const      7.8085016 1.4837671  5.60003082    9.8373241
#> 
#> $KEN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3990225 0.1373209   0.2027892    0.5816828
#> lag1_var2  0.6608926 0.3417003   0.1250585    1.0553507
#> lag1_var3  1.0195697 0.4684494   0.2732258    1.5376358
#> lag1_var4 -0.1807120 0.4680004  -0.6763758    0.5823212
#> const      2.2837081 1.4714466   0.4211730    4.3407475
#> 
#> 
#> 
#> $KGZ
#> $KGZ$Sigma
#> $KGZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003387755 0.0007555555  0.00243305  0.004509848
#> 
#> $KGZ$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0004405473 0.002476623 -0.002479404   0.00428000
#> Sigma[2,2] 0.0446957464 0.012136093  0.029508664   0.06266929
#> 
#> $KGZ$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.02297579 0.009052335 -0.03636929 -0.011562910
#> Sigma[3,2] -0.05235898 0.045107642 -0.12395585 -0.002391604
#> Sigma[3,3]  0.57188737 0.155935002  0.38672275  0.818279351
#> 
#> $KGZ$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.02300714 0.009810571 -0.03800743  -0.01200291
#> Sigma[4,2] -0.02481988 0.042917214 -0.08924320   0.02827591
#> Sigma[4,3]  0.55129468 0.154085116  0.36398245   0.78270423
#> Sigma[4,4]  0.54821218 0.157343839  0.35941064   0.77316279
#> 
#> 
#> $KGZ$A
#> $KGZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93570714 0.03920401  0.89010919   0.99684581
#> lag1_var2 -0.02425519 0.15736378 -0.28164325   0.14484004
#> lag1_var3 -0.18173282 0.23484111 -0.56651155   0.05391933
#> lag1_var4  0.19236850 0.23283280 -0.04071298   0.57334879
#> const      0.44980160 0.69389134 -0.66159559   1.16519434
#> 
#> $KGZ$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2261421 0.1431942  0.10821938    0.4607156
#> lag1_var2  0.1538893 0.5825724 -0.84348545    0.6581319
#> lag1_var3 -1.0035389 0.8784016 -2.45326119   -0.1472202
#> lag1_var4  0.9579894 0.8748286  0.09542623    2.3974552
#> const     -1.3689140 2.7404269 -5.88276238    1.2723977
#> 
#> $KGZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4754567 0.4232463   -0.991849    0.1193512
#> lag1_var2  3.2792039 1.4926772    1.171369    5.4343768
#> lag1_var3  6.8709006 2.1725815    3.789053    9.8871595
#> lag1_var4 -5.9316888 2.1564444   -8.931547   -2.8674505
#> const     16.6078608 8.0957203    5.031206   26.7506709
#> 
#> $KGZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3054972 0.4559097  -0.8579884    0.4027109
#> lag1_var2  3.1284361 1.5975893   1.0096541    5.4487658
#> lag1_var3  5.8226217 2.2976131   2.6811353    9.1150924
#> lag1_var4 -4.8978875 2.2748982  -8.1656391   -1.7711597
#> const     14.1882328 8.4407818   2.2431028   24.7600504
#> 
#> 
#> 
#> $KHM
#> $KHM$Sigma
#> $KHM$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00937868 0.003140127 0.007117482   0.01486454
#> 
#> $KHM$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005014772 0.004279851 -0.01181407 -0.001119506
#> Sigma[2,2]  0.040836645 0.012904635  0.02484288  0.060271566
#> 
#> $KHM$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.03470004 0.008834358 -0.04767453 -0.026342876
#> Sigma[3,2] -0.02942477 0.030148782 -0.07922342  0.003188296
#> Sigma[3,3]  0.68012989 0.106517723  0.53774405  0.828060650
#> 
#> $KHM$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.038936686 0.01117486 -0.05646204  -0.02891344
#> Sigma[4,2]  0.001244294 0.02927292 -0.04002336   0.03897784
#> Sigma[4,3]  0.663460087 0.11031016  0.52196696   0.82721696
#> Sigma[4,4]  0.670093857 0.11694817  0.52604864   0.84460143
#> 
#> 
#> $KHM$A
#> $KHM$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0273092 0.04564502   0.9702144    1.0900118
#> lag1_var2 -0.2054247 0.30573068  -0.6631144    0.1645688
#> lag1_var3 -0.3632980 0.51011259  -1.1344686    0.2691290
#> lag1_var4  0.3590887 0.51025464  -0.2747133    1.1306954
#> const     -0.3131150 1.07849954  -1.8139351    1.0245375
#> 
#> $KHM$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1433088 0.08916083  -0.2750844  -0.02870311
#> lag1_var2  0.9579790 0.49391571   0.2581409   1.56696186
#> lag1_var3  0.5445095 0.80722357  -0.6504834   1.52979468
#> lag1_var4 -0.5429006 0.81461089  -1.5434554   0.65502306
#> const      3.4853002 2.80467790   0.4954697   7.54236192
#> 
#> $KHM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2040158 0.2974891  -0.2725477    0.5155057
#> lag1_var2 -0.6778648 2.4242400  -3.9218430    2.8566360
#> lag1_var3  0.7087147 3.9173405  -5.0363055    5.8098347
#> lag1_var4  0.2379092 3.9251425  -4.8834463    5.9780874
#> const     -0.4853461 8.1383828  -8.8808573   12.2738016
#> 
#> $KHM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.10443831 0.2893052  -0.3413825     0.424242
#> lag1_var2 -0.03626180 2.4450313  -3.2364440     3.429350
#> lag1_var3  1.02567736 3.9252995  -4.6759622     6.134576
#> lag1_var4 -0.07016321 3.9319293  -5.1935452     5.625748
#> const      1.37764789 7.7962499  -5.9130073    13.717994
#> 
#> 
#> 
#> $KOR
#> $KOR$Sigma
#> $KOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006095993 0.0001121671 0.0004384307 0.0007447827
#> 
#> $KOR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01493394 0.003348929 -0.01948729  -0.01049488
#> Sigma[2,2]  0.64611891 0.095882197  0.48768292   0.74304676
#> 
#> $KOR$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01732813 0.003660745  0.01333021   0.02291766
#> Sigma[3,2] -0.70013390 0.089234395 -0.81726078  -0.56379325
#> Sigma[3,3]  0.89368867 0.106865475  0.75453726   1.04464692
#> 
#> $KOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008502126 0.002093511  0.006306999   0.01148807
#> Sigma[4,2] -0.316868151 0.054678653 -0.391353930  -0.25227467
#> Sigma[4,3]  0.482474345 0.063335190  0.401535390   0.57441362
#> Sigma[4,4]  0.298790675 0.034496434  0.254859549   0.35117268
#> 
#> 
#> $KOR$A
#> $KOR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96756284 0.01314796  0.946677861   0.98244713
#> lag1_var2  0.05149986 0.03359973  0.004714101   0.08666118
#> lag1_var3  0.06815475 0.05849793 -0.017348624   0.12690668
#> lag1_var4 -0.07164220 0.05758243 -0.132673179   0.01192128
#> const      1.12712409 0.15329689  0.985925712   1.37168747
#> 
#> $KOR$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.3555468 0.536448  -0.8089367    0.5245651
#> lag1_var2  0.8104257 1.035782  -0.7017106    2.1727361
#> lag1_var3  0.3602347 1.585595  -1.9402513    2.5509054
#> lag1_var4 -0.2118756 1.600513  -2.3184389    2.2022304
#> const      1.9509291 4.598919  -3.5073498    7.8654308
#> 
#> $KOR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.47842388 0.6675175  -0.5680396     1.108290
#> lag1_var2  0.17820827 1.2161607  -1.7176842     1.562617
#> lag1_var3  0.80071631 1.9320085  -2.2228935     2.888342
#> lag1_var4 -0.06719276 1.8017233  -1.9910335     2.795075
#> const      2.50609585 5.3683349  -5.3574132     8.893246
#> 
#> $KOR$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.2738960 0.4029141  -0.2813731    0.7179374
#> lag1_var2 0.4636757 0.8593531  -0.6782771    1.5266994
#> lag1_var3 0.6715470 1.4124079  -1.2642602    2.4688316
#> lag1_var4 0.1686149 1.2979553  -1.5310781    1.9736526
#> const     2.3671363 3.4997309  -2.1778810    6.7969139
#> 
#> 
#> 
#> $KWT
#> $KWT$Sigma
#> $KWT$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007430862 0.001698214  0.00577483   0.01005503
#> 
#> $KWT$Sigma$equation2
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0003739773 0.00502544 -0.005564966  0.007386036
#> Sigma[2,2]  0.1127424103 0.02933835  0.072994931  0.155319983
#> 
#> $KWT$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.006067119 0.01719457 -0.03357054  0.009275758
#> Sigma[3,2] -0.184180727 0.04890226 -0.25144063 -0.117035853
#> Sigma[3,3]  0.743126776 0.29757569  0.47131932  1.189367475
#> 
#> $KWT$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.006206498 0.01782737 -0.03420271  0.008479044
#> Sigma[4,2] -0.108912118 0.04159242 -0.17582846 -0.066432233
#> Sigma[4,3]  0.628153079 0.27732996  0.37864379  1.055496435
#> Sigma[4,4]  0.563727154 0.25678803  0.33259979  0.968611322
#> 
#> 
#> $KWT$A
#> $KWT$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.7483815 0.05851814   0.6673084    0.8343885
#> lag1_var2  0.8833144 0.21996113   0.6084606    1.2197986
#> lag1_var3  1.2418748 0.29697240   0.8514905    1.6869448
#> lag1_var4 -1.2172000 0.29092457  -1.6518022   -0.8354364
#> const      4.6521336 0.83631490   3.7157458    5.9427120
#> 
#> $KWT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09066898 0.2597691  -0.2737982    0.3503609
#> lag1_var2 -0.58566701 1.0348009  -1.8163232    1.0100272
#> lag1_var3 -1.81447254 1.4294673  -3.4775048    0.3919415
#> lag1_var4  1.85456833 1.3928202  -0.2973058    3.4801144
#> const     -4.46566324 3.5630002  -8.7576515    0.5650079
#> 
#> $KWT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1659897 0.6244288   0.2313863     1.934700
#> lag1_var2 -0.8146746 2.3754531  -3.6748912     2.583501
#> lag1_var3 -1.3371207 3.2309641  -5.3777227     3.315089
#> lag1_var4  1.9216190 3.1491296  -2.5632583     5.842037
#> const     -1.8714953 8.9989029 -12.2307725    10.320673
#> 
#> $KWT$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.239679 0.5539803   0.3949679     1.916168
#> lag1_var2 -1.338329 2.0929554  -3.7192174     1.893429
#> lag1_var3 -2.770616 2.7928013  -6.1393957     1.497609
#> lag1_var4  3.392519 2.7222487  -0.7475836     6.663203
#> const     -5.896056 7.8577271 -14.4971942     5.702744
#> 
#> 
#> 
#> $LAO
#> $LAO$Sigma
#> $LAO$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003455865 0.0001270696 0.0002230467 0.0005613276
#> 
#> $LAO$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001720019 0.001125355 0.0001507121  0.003312081
#> Sigma[2,2] 0.073029576 0.012850036 0.0551003591  0.086916383
#> 
#> $LAO$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.002000895 0.001012434 -0.003262305 -0.0006306428
#> Sigma[3,2] -0.060522890 0.012821040 -0.077713213 -0.0434734647
#> Sigma[3,3]  0.092845026 0.019953561  0.061978749  0.1159703233
#> 
#> $LAO$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001013529 0.0005022492 -0.001712444 -0.000395135
#> Sigma[4,2] -0.016436871 0.0082698948 -0.028129717 -0.005076156
#> Sigma[4,3]  0.058104855 0.0147073647  0.036094537  0.075912160
#> Sigma[4,4]  0.050109710 0.0117263784  0.033829736  0.066087871
#> 
#> 
#> $LAO$A
#> $LAO$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.976604238 0.01552309   0.9605326    1.0004452
#> lag1_var2 -0.014201919 0.09274834  -0.1513040    0.1034637
#> lag1_var3 -0.008520076 0.14622684  -0.2250611    0.1747511
#> lag1_var4  0.004223773 0.14643071  -0.1788306    0.2210735
#> const      0.877952665 0.36970774   0.3216324    1.2619802
#> 
#> $LAO$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05455043 0.1646651  -0.1003125    0.3040371
#> lag1_var2  0.24322500 0.9955543  -1.0822336    1.4792389
#> lag1_var3 -1.08052029 1.6587179  -3.3057975    0.8842354
#> lag1_var4  1.07485320 1.6638359  -0.9019985    3.3051802
#> const     -0.78062851 4.1230125  -6.9792803    3.1338043
#> 
#> $LAO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1680704 0.1509700  -0.3780478   0.04678804
#> lag1_var2  1.0136366 0.9483481  -0.2741915   2.23711866
#> lag1_var3  2.5457112 1.4958087   0.5385942   4.56958941
#> lag1_var4 -1.5879283 1.4993324  -3.6055588   0.42123305
#> const      6.2352100 3.6756652   1.2825555  10.79743747
#> 
#> $LAO$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1246910 0.08614894 -0.22337462   0.01379439
#> lag1_var2  0.9600198 0.57588240  0.01444621   1.58390776
#> lag1_var3  1.5524087 0.89071297  0.10930477   2.59602421
#> lag1_var4 -0.5801164 0.88956195 -1.61065393   0.86353229
#> const      4.4216258 1.97634611  1.33841151   6.35335212
#> 
#> 
#> 
#> $LBN
#> $LBN$Sigma
#> $LBN$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002916368 0.0005618523 0.002285059  0.003768382
#> 
#> $LBN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01546602 0.004507457 -0.02236277  -0.01118625
#> Sigma[2,2]  0.19603013 0.032244896  0.16102781   0.24405610
#> 
#> $LBN$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03391325 0.01033461  0.02492387   0.05192897
#> Sigma[3,2] -0.24703636 0.08979141 -0.38482345  -0.16662803
#> Sigma[3,3]  0.71447358 0.25214584  0.47427721   1.12208310
#> 
#> $LBN$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03034022 0.009866334   0.0213269   0.04760570
#> Sigma[4,2] -0.17846927 0.088069255  -0.3132923  -0.09857508
#> Sigma[4,3]  0.67924904 0.243586348   0.4479019   1.07838816
#> Sigma[4,4]  0.67478976 0.234663812   0.4533593   1.06166498
#> 
#> 
#> $LBN$A
#> $LBN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94692431 0.03309644  0.89583870   0.98076923
#> lag1_var2  0.06489966 0.05760047 -0.01561244   0.14698350
#> lag1_var3  0.19743770 0.12602757  0.02545958   0.37883579
#> lag1_var4 -0.19264664 0.11321973 -0.35592350  -0.03693416
#> const      1.30563670 0.30163646  0.87088271   1.68042484
#> 
#> $LBN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1935789 0.1922610  -0.5103833  0.005605096
#> lag1_var2  0.2489798 0.3938402  -0.3184766  0.774313316
#> lag1_var3 -1.2456905 0.8427664  -2.4459928 -0.061266319
#> lag1_var4  1.4437559 0.8004017   0.3468519  2.595038828
#> const     -2.4106912 2.6144122  -5.1584731  1.607142177
#> 
#> $LBN$A$equation3
#>                   mean        sd  5% quantile 95% quantile
#> lag1_var1  0.836580253 0.6103809   0.04588923    1.7021360
#> lag1_var2 -0.008434099 0.8588494  -1.19178074    0.9966585
#> lag1_var3  0.732006007 1.8818390  -1.95399324    2.9420302
#> lag1_var4 -0.215498334 1.6887705  -2.13986220    2.1502346
#> const      0.446811142 6.7831643 -10.57769322    6.7531438
#> 
#> $LBN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8280460 0.6206809  -0.0395222    1.6501093
#> lag1_var2 -0.1584478 0.8299637  -1.3247830    0.8940016
#> lag1_var3 -0.4265869 1.8475961  -3.0991086    1.9887239
#> lag1_var4  1.0331565 1.6413854  -1.0444100    3.3927130
#> const     -2.6403234 6.4739962 -13.0814505    3.4677314
#> 
#> 
#> 
#> $LBR
#> $LBR$Sigma
#> $LBR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006017687 0.0008429396 0.004915652   0.00721878
#> 
#> $LBR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006931955 0.004182878 -0.01336648 -0.001632588
#> Sigma[2,2]  0.067943176 0.016722589  0.04837439  0.093063851
#> 
#> $LBR$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.008103851 0.005746453  0.0006957002   0.01720451
#> Sigma[3,2] -0.085759677 0.022710382 -0.1195155488  -0.05712927
#> Sigma[3,3]  0.120975890 0.031201346  0.0794946560   0.16718369
#> 
#> $LBR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002884989 0.002706204 -0.0005295251  0.007224313
#> Sigma[4,2] -0.034977255 0.010563917 -0.0502478889 -0.020782491
#> Sigma[4,3]  0.057420762 0.014793010  0.0371843025  0.078802312
#> Sigma[4,4]  0.031878118 0.007301899  0.0222346016  0.042024946
#> 
#> 
#> $LBR$A
#> $LBR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.974486771 0.04237974   0.9247762    1.0382825
#> lag1_var2  0.005885544 0.20756936  -0.3047517    0.2409930
#> lag1_var3 -0.002403381 0.29984917  -0.4463024    0.3485971
#> lag1_var4 -0.002211282 0.30858047  -0.3660816    0.4537469
#> const      0.917577639 1.02353621  -0.7889157    1.8950951
#> 
#> $LBR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.2233681 0.07310137   0.1119187   0.32183502
#> lag1_var2 -0.3948258 0.49246931  -0.9012338   0.37746343
#> lag1_var3 -1.5446176 0.66515038  -2.2951601  -0.53049469
#> lag1_var4  1.5326792 0.67742076   0.5102698   2.29953815
#> const     -3.3799897 2.57903982  -7.2737453   0.01346716
#> 
#> $LBR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1425859 0.1024465  -0.2826776  0.007593456
#> lag1_var2  1.6527034 0.6655015   0.7118937  2.465307994
#> lag1_var3  2.9121799 0.9059875   1.6779657  4.106377538
#> lag1_var4 -1.9790642 0.9177612  -3.1696241 -0.764101847
#> const      7.7671906 3.4092708   4.2487606 12.933793821
#> 
#> $LBR$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.03045024 0.05551129  -0.0371335    0.1106303
#> lag1_var2  1.12753360 0.43762756   0.5331451    1.6897408
#> lag1_var3  1.43695089 0.58996247   0.6368367    2.2237519
#> lag1_var4 -0.49636160 0.59869849  -1.2876460    0.3234455
#> const      3.86017723 1.81566331   1.5825322    6.1096731
#> 
#> 
#> 
#> $LBY
#> $LBY$Sigma
#> $LBY$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.03087913 0.003676187  0.02622703   0.03526353
#> 
#> $LBY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01821354 0.005333828 -0.02598469  -0.01178465
#> Sigma[2,2]  0.04422098 0.006883755  0.03571731   0.05216745
#> 
#> $LBY$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02259690 0.008213165  0.01323308   0.03515216
#> Sigma[3,2] -0.05522303 0.012608957 -0.07400013  -0.03956987
#> Sigma[3,3]  0.12124543 0.039121926  0.08680033   0.19187299
#> 
#> $LBY$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01685069 0.009003274  0.008264918   0.03165271
#> Sigma[4,2] -0.04189847 0.012298931 -0.060758586  -0.02750884
#> Sigma[4,3]  0.11725609 0.042972427  0.079426239   0.19490160
#> Sigma[4,4]  0.12048710 0.048102839  0.078452959   0.20688991
#> 
#> 
#> $LBY$A
#> $LBY$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6334248 0.1710807  0.44555428   0.90579033
#> lag1_var2  0.3434945 0.1806912  0.10548206   0.63121007
#> lag1_var3  0.5955257 0.4854362 -0.06401212   1.17896147
#> lag1_var4 -0.4821274 0.4109735 -1.01749039   0.08315496
#> const      2.5544500 1.1413567  1.29707708   4.06846251
#> 
#> $LBY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2247698 0.1588755 -0.02782997   0.41105482
#> lag1_var2  0.8517134 0.1972328  0.58932273   1.09586074
#> lag1_var3  0.4765260 0.3509400  0.02082195   0.97377705
#> lag1_var4 -0.4798926 0.3156529 -0.87977811  -0.03885374
#> const      1.7511354 0.9128172  0.60236595   3.01606379
#> 
#> $LBY$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06153854 0.3060437  -0.4792489    0.3159324
#> lag1_var2  0.35046475 0.3624788  -0.0899582    0.8746684
#> lag1_var3  1.01600600 0.7765928  -0.2207449    1.9887549
#> lag1_var4 -0.18495428 0.6979781  -1.1072117    0.8936551
#> const      3.00191458 2.5552177  -0.1621735    6.1973099
#> 
#> $LBY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.03182159 0.3525475 -0.50206916    0.4171014
#> lag1_var2 0.51630904 0.3752763  0.03573327    1.0274094
#> lag1_var3 0.70093719 0.8756327 -0.71506697    1.6943138
#> lag1_var4 0.16252512 0.7671542 -0.76744449    1.3798186
#> const     2.20097883 2.8201853 -1.21491878    5.6756188
#> 
#> 
#> 
#> $LCA
#> $LCA$Sigma
#> $LCA$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003497837 0.0009926374 0.002433886  0.004986947
#> 
#> $LCA$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.1241734 0.03083625  -0.1682422  -0.08294423
#> Sigma[2,2]  7.7641666 1.69463067   5.0274940   9.68086338
#> 
#> $LCA$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.1082363 0.03065342  0.06709408    0.1494968
#> Sigma[3,2] -5.8357292 1.37620049 -7.29545244   -3.6188710
#> Sigma[3,3]  4.7402737 1.18412765  2.88275168    6.0106043
#> 
#> $LCA$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03011079 0.01433171  0.01183706   0.05138076
#> Sigma[4,2] -0.78226494 0.43939318 -1.34769887  -0.27092182
#> Sigma[4,3]  1.01601395 0.40521970  0.54340122   1.54416101
#> Sigma[4,4]  0.59939658 0.15950021  0.43013165   0.84536381
#> 
#> 
#> $LCA$A
#> $LCA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95870286 0.06056468  0.87779737   1.02828419
#> lag1_var2  0.01711389 0.04909652 -0.03737293   0.09492486
#> lag1_var3  0.01050206 0.07368911 -0.07156452   0.12438877
#> lag1_var4 -0.01506054 0.05639677 -0.10350311   0.04828560
#> const      1.00758002 0.26337418  0.54692697   1.26983618
#> 
#> $LCA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06749202  3.693907   -3.923061     6.004372
#> lag1_var2  0.60744204  2.892482   -3.956248     3.740880
#> lag1_var3  0.14206722  4.472157   -6.753113     4.940411
#> lag1_var4  0.01980666  3.494820   -3.739205     5.340344
#> const     -3.40192428 16.149323  -22.031641    18.276818
#> 
#> $LCA$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.2531612  2.805985   -4.371600     3.267546
#> lag1_var2 0.1359603  2.131601   -2.006095     3.672228
#> lag1_var3 0.5340941  3.321351   -2.928349     5.931088
#> lag1_var4 0.1779566  2.567597   -3.914014     2.858872
#> const     5.8217373 12.026075   -9.641926    18.295458
#> 
#> $LCA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.36440581 0.6975192 -0.51185055    1.1797043
#> lag1_var2  0.01694572 0.5702170 -0.59682994    0.8496079
#> lag1_var3 -0.20013153 0.8601824 -1.13668221    1.0875410
#> lag1_var4  1.02452992 0.6652634 -0.01450517    1.7412407
#> const      1.35153114 2.6321092 -1.93217029    5.3398739
#> 
#> 
#> 
#> $LKA
#> $LKA$Sigma
#> $LKA$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001014752 0.0002062986 0.0007862505  0.001319446
#> 
#> $LKA$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009579068 0.00232729 -0.01278171 -0.006459138
#> Sigma[2,2]  0.284811572 0.06830335  0.19632490  0.384890616
#> 
#> $LKA$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01008168 0.006221077  0.002735412   0.01877921
#> Sigma[3,2] -0.21121198 0.077480124 -0.297986325  -0.09089649
#> Sigma[3,3]  1.00371432 0.335171078  0.659611270   1.55454684
#> 
#> $LKA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005364602 0.007058846 -0.003507559   0.01530558
#> Sigma[4,2] -0.062413130 0.079977851 -0.162656143   0.05936145
#> Sigma[4,3]  0.962311277 0.346706443  0.579954427   1.51346306
#> Sigma[4,4]  1.005260145 0.373036040  0.579235258   1.58052470
#> 
#> 
#> $LKA$A
#> $LKA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.950753556 0.01392641  0.92662897   0.96279759
#> lag1_var2  0.003592059 0.03075762 -0.03232186   0.05029372
#> lag1_var3  0.017669893 0.05457946 -0.04434449   0.10011871
#> lag1_var4 -0.011806209 0.05444771 -0.09358976   0.05040037
#> const      0.982916098 0.29882915  0.62701892   1.43032125
#> 
#> $LKA$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.34948796 0.3707792  -0.04214754    0.9010726
#> lag1_var2 -0.05595496 0.6467454  -1.03045008    0.6963877
#> lag1_var3 -1.78017728 1.2401544  -3.66897473   -0.3356930
#> lag1_var4  1.67520903 1.1708662   0.31914797    3.4410699
#> const     -2.58124623 5.3861121 -10.54047326    3.1301351
#> 
#> $LKA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7144674 0.2920251   -1.184014   -0.3793403
#> lag1_var2  3.4693348 0.9708958    2.070352    4.7067344
#> lag1_var3  6.9625621 1.7255551    4.483871    9.1928568
#> lag1_var4 -5.9650665 1.6882549   -8.151978   -3.5663590
#> const     16.2020200 5.5567289    7.594124   22.2770696
#> 
#> $LKA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5666893 0.3833237   -1.137549   -0.1714807
#> lag1_var2  3.4239801 1.3145757    1.458233    4.9390261
#> lag1_var3  5.9381576 2.3830777    2.405270    8.6678117
#> lag1_var4 -4.9676143 2.3027887   -7.635271   -1.5579631
#> const     14.1012812 5.5262006    6.711767   21.2997497
#> 
#> 
#> 
#> $LSO
#> $LSO$Sigma
#> $LSO$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007139797 0.0001539374 0.0005455533 0.0009264514
#> 
#> $LSO$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006801965 0.001652616 -0.009069671 -0.004513023
#> Sigma[2,2]  0.145170256 0.026693667  0.110095743  0.181899992
#> 
#> $LSO$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004374579 0.001305875  0.002438228  0.006005921
#> Sigma[3,2] -0.132327772 0.031792817 -0.183720372 -0.099451481
#> Sigma[3,3]  0.176872932 0.051753028  0.130395677  0.270295201
#> 
#> $LSO$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -1.665399e-05 0.001317852 -0.001950852  0.001536628
#> Sigma[4,2] -4.736302e-02 0.023695813 -0.086926213 -0.029790172
#> Sigma[4,3]  1.103808e-01 0.039666054  0.079298614  0.183392247
#> Sigma[4,4]  9.592351e-02 0.034420882  0.065189052  0.157896168
#> 
#> 
#> $LSO$A
#> $LSO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96861447 0.02433269  0.93571469   1.00300601
#> lag1_var2 -0.01456304 0.03221781 -0.05800967   0.02729134
#> lag1_var3 -0.01249070 0.05198619 -0.08138059   0.05186333
#> lag1_var4  0.01118294 0.04551104 -0.04540831   0.07017529
#> const      0.88029836 0.13747998  0.70805678   1.07954122
#> 
#> $LSO$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.002019829 0.4322082  -0.6499176    0.4576515
#> lag1_var2  1.011243451 0.6383595   0.3516240    1.9807769
#> lag1_var3  0.496207234 1.1161893  -0.6512534    2.2290410
#> lag1_var4 -0.442640072 0.9750737  -1.9574405    0.5574145
#> const      1.723699091 2.3397203  -1.3564572    4.8704987
#> 
#> $LSO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2340064 0.4778637  -0.7039670    0.5324630
#> lag1_var2  0.1873168 0.7200202  -0.9295433    0.8772341
#> lag1_var3  0.7123256 1.2060835  -1.2234298    1.9368622
#> lag1_var4  0.2339631 1.0549074  -0.8353365    1.9326327
#> const      2.1585269 2.8049324  -1.3481167    6.0476255
#> 
#> $LSO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2732429 0.2587535  -0.5650543    0.1207873
#> lag1_var2  0.4059424 0.3863302  -0.1919573    0.7694985
#> lag1_var3  0.3064430 0.6147898  -0.6321545    0.9321263
#> lag1_var4  0.7142591 0.5392172   0.1672570    1.5423779
#> const      0.9121319 1.8013644  -1.0898392    3.8378965
#> 
#> 
#> 
#> $LTU
#> $LTU$Sigma
#> $LTU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002298374 0.0007425948 0.001287068  0.003293342
#> 
#> $LTU$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07915313 0.02984951  -0.1214365    -0.043173
#> Sigma[2,2]  6.96259229 2.16392535   5.1100747    10.911391
#> 
#> $LTU$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03833429 0.01892707  0.01714121   0.06684799
#> Sigma[3,2] -3.89923760 1.54541224 -6.57973183  -2.75653567
#> Sigma[3,3]  2.88574603 1.18728468  1.83959556   4.67496695
#> 
#> $LTU$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.007353343 0.009051163 -0.02044754  0.002844115
#> Sigma[4,2]  0.342505406 0.598523501 -0.46612348  1.169134392
#> Sigma[4,3]  0.560291479 0.408286980  0.03478710  1.176205171
#> Sigma[4,4]  0.839665982 0.199484223  0.54576209  1.067374149
#> 
#> 
#> $LTU$A
#> $LTU$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9665325576 0.01361485  0.94880430   0.98675884
#> lag1_var2 -0.0004748464 0.02704764 -0.03770089   0.03080998
#> lag1_var3 -0.0022060135 0.04299593 -0.06252186   0.04912879
#> lag1_var4 -0.0004587503 0.03970936 -0.04647686   0.05616699
#> const      0.9916689324 0.31913255  0.59971829   1.48070428
#> 
#> $LTU$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.166831  0.5997876   -2.030670   -0.3840632
#> lag1_var2  2.928243  1.0675496    1.493735    4.3372123
#> lag1_var3  3.630027  1.7357578    1.209548    5.8016697
#> lag1_var4 -3.232897  1.6105601   -5.228024   -1.0169399
#> const      7.175567 10.8187282  -10.314869   19.9269280
#> 
#> $LTU$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.155222 0.3736561   0.7571572    1.7656053
#> lag1_var2 -1.607794 0.8866386  -2.9159914   -0.2630894
#> lag1_var3 -1.871533 1.4171897  -3.8512436    0.3711477
#> lag1_var4  2.472468 1.3445742   0.3072192    4.2960524
#> const     -5.311067 5.2135753 -11.0765648    2.2497677
#> 
#> $LTU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4219668 0.2701806 -0.06178788    0.6916254
#> lag1_var2 -0.1600690 0.4765615 -0.60585809    0.6143942
#> lag1_var3 -0.1910447 0.8059075 -0.95948194    1.1284649
#> lag1_var4  1.0722381 0.7873966 -0.20431385    1.8270927
#> const     -2.6062955 5.7528079 -9.14568803    6.7191193
#> 
#> 
#> 
#> $LUX
#> $LUX$Sigma
#> $LUX$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006394529 0.0001870098 0.0004462253   0.00094748
#> 
#> $LUX$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003565803 0.003000959 -0.00792749 0.0006201622
#> Sigma[2,2]  0.359107187 0.066522502  0.28240848 0.4632832205
#> 
#> $LUX$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001747128 0.004197531 -0.004788505  0.006358636
#> Sigma[3,2] -0.124328741 0.064592510 -0.227086871 -0.055559577
#> Sigma[3,3]  0.694790374 0.182410770  0.449436049  0.925723928
#> 
#> $LUX$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0004078154 0.004232086 -0.00751372  0.003842921
#> Sigma[4,2]  0.0796933908 0.081716801 -0.03842638  0.188950992
#> Sigma[4,3]  0.6463037061 0.173841477  0.40620814  0.883256663
#> Sigma[4,4]  0.7152071162 0.171693993  0.46862950  0.932471563
#> 
#> 
#> $LUX$A
#> $LUX$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98674282 0.02286536  0.95594784   1.01491769
#> lag1_var2 -0.04446052 0.04342741 -0.10939653   0.01107300
#> lag1_var3 -0.08757527 0.07955481 -0.20340667   0.01039974
#> lag1_var4  0.08035550 0.07372297 -0.01119449   0.18856725
#> const      0.73573416 0.21201548  0.46539478   0.99272030
#> 
#> $LUX$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5330297 0.4815607  -1.0921548    0.1645926
#> lag1_var2  1.4105387 1.2669934  -0.5516403    2.8140282
#> lag1_var3  1.4288750 2.0875613  -1.7493118    3.7844124
#> lag1_var4 -1.2184601 1.9816316  -3.4362728    1.8195264
#> const      3.1855271 4.9482746  -4.2439654    8.9626755
#> 
#> $LUX$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1  1.183168  0.8557638   0.1946500    2.5067653
#> lag1_var2 -2.191709  1.9754285  -4.9922453    0.2275910
#> lag1_var3 -3.365555  3.4517024  -8.3449565    0.5011119
#> lag1_var4  3.999349  3.2630511   0.2587959    8.7123341
#> const     -9.590438 10.3860922 -25.2704790    2.3974207
#> 
#> $LUX$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9401702  1.000019  -0.1923101    2.4180629
#> lag1_var2 -1.7375949  2.158793  -4.9247536    0.7992044
#> lag1_var3 -3.1696679  3.830068  -8.7890834    1.2820855
#> lag1_var4  3.9332549  3.596989  -0.2237539    9.2516694
#> const     -9.8204883 11.490778 -27.3015297    3.9808798
#> 
#> 
#> 
#> $LVA
#> $LVA$Sigma
#> $LVA$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002687183 0.001255435 0.001691502   0.00468126
#> 
#> $LVA$Sigma$equation2
#>                 mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.122599 0.05497058  -0.2154804  -0.07966435
#> Sigma[2,2]  7.569412 2.64934785   5.1307881  12.09356289
#> 
#> $LVA$Sigma$equation3
#>                   mean       sd 5% quantile 95% quantile
#> Sigma[3,1]  0.08012482 0.036883  0.04974558    0.1375343
#> Sigma[3,2] -4.97186434 1.666022 -7.64120146   -3.2610483
#> Sigma[3,3]  3.73055814 1.213929  2.45047044    5.5851469
#> 
#> $LVA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007561668 0.009464499 -0.004362291   0.02189541
#> Sigma[4,2] -0.479306434 0.469503786 -1.061776197   0.22657447
#> Sigma[4,3]  0.835326280 0.405782773  0.288006438   1.41844554
#> Sigma[4,4]  0.614597525 0.174474889  0.404279754   0.87638960
#> 
#> 
#> $LVA$A
#> $LVA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.027815310 0.02664374  0.99923810   1.07206765
#> lag1_var2 -0.002544334 0.03582642 -0.05019980   0.04629509
#> lag1_var3 -0.009087242 0.06208506 -0.08877109   0.07602115
#> lag1_var4 -0.014162499 0.05503279 -0.09173740   0.05167655
#> const      0.717216866 0.18110004  0.49218305   0.92977477
#> 
#> $LVA$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -4.018116  1.528774  -6.2096369   -2.0074929
#> lag1_var2  4.298083  2.411413   0.8758030    7.6653560
#> lag1_var3  6.163625  4.179270   0.2571103   12.0734653
#> lag1_var4 -4.891402  3.790784 -10.2710303    0.4391974
#> const     23.987329 14.372786   5.8252517   45.4226031
#> 
#> $LVA$A$equation3
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1   2.937819 0.9139708   2.009259046   4.42156249
#> lag1_var2  -2.203202 1.3977872  -4.148627854  -0.27885298
#> lag1_var3  -2.984730 2.3940585  -6.409894226   0.20310567
#> lag1_var4   2.953274 2.1776803  -0.009802155   5.97669603
#> const     -10.221367 9.5636017 -25.406295910   0.07917115
#> 
#> $LVA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.60917670 0.4626947 -0.09399654     1.189076
#> lag1_var2 -0.03982872 0.7518192 -0.94168756     1.099877
#> lag1_var3  0.03028566 1.2967879 -1.56815575     1.974325
#> lag1_var4  0.70160049 1.1767664 -1.04467755     2.100628
#> const      2.26076154 4.6031365 -2.78811653    10.215497
#> 
#> 
#> 
#> $MAC
#> $MAC$Sigma
#> $MAC$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.04509977 0.008373941  0.03413356   0.05814202
#> 
#> $MAC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05991246 0.02004076 -0.07940636  -0.02862357
#> Sigma[2,2]  0.32886231 0.06928028  0.24466508   0.44180708
#> 
#> $MAC$Sigma$equation3
#>                  mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.1237942 0.0407521  0.06721752    0.1769158
#> Sigma[3,2] -0.3249518 0.1307700 -0.53191066   -0.1725085
#> Sigma[3,3]  0.9903419 0.2611314  0.73348807    1.3953703
#> 
#> $MAC$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.08622691 0.03245883   0.0398658   0.12891313
#> Sigma[4,2] -0.11159931 0.10238588  -0.2542416   0.01693011
#> Sigma[4,3]  0.80713752 0.19850636   0.5814663   1.12095944
#> Sigma[4,4]  0.76403279 0.15918542   0.5596518   1.01505525
#> 
#> 
#> $MAC$A
#> $MAC$A$equation1
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8805546 0.1133308   0.7759080    1.0641729
#> lag1_var2  0.2516810 0.3702792  -0.3231350    0.6300240
#> lag1_var3  0.3758809 0.5898081  -0.5480146    0.9896502
#> lag1_var4 -0.3585820 0.5640657  -0.9594119    0.5192942
#> const      1.7374977 1.1064567   0.2743135    3.1200892
#> 
#> $MAC$A$equation2
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1 -1.002113 0.433955  -1.5170387   -0.3341304
#> lag1_var2  2.791117 1.145542   1.1282794    4.2750834
#> lag1_var3  3.097883 1.833882   0.4058636    5.4807492
#> lag1_var4 -2.914820 1.738230  -5.1971675   -0.3916645
#> const     12.565284 3.659874   7.4374064   17.5393539
#> 
#> $MAC$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.402660 0.7753682   0.4208470    2.5640111
#> lag1_var2 -2.436579 2.3478835  -6.0953525    0.2578703
#> lag1_var3 -2.718039 3.7758495  -8.6614834    1.6463937
#> lag1_var4  3.324727 3.5990185  -0.7881937    9.0060960
#> const     -7.062571 7.4551015 -18.4418395    2.9537347
#> 
#> $MAC$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7628125 0.7096714   -0.260502     1.782198
#> lag1_var2 -0.8101549 2.0810545   -3.871524     2.071786
#> lag1_var3 -0.9764467 3.3404183   -5.934526     3.641761
#> lag1_var4  1.7137583 3.1853778   -2.644772     6.452824
#> const      0.1199953 7.7877722  -10.914793    10.906192
#> 
#> 
#> 
#> $MAR
#> $MAR$Sigma
#> $MAR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001930991 0.0005604585 0.001396838   0.00284578
#> 
#> $MAR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01914864 0.006315217 -0.02817719  -0.01248534
#> Sigma[2,2]  0.42646697 0.130755092  0.26021034   0.61295297
#> 
#> $MAR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01095958 0.004014064  0.007210204    0.0175089
#> Sigma[3,2] -0.21740083 0.088608891 -0.355676058   -0.1293906
#> Sigma[3,3]  0.23483312 0.070245811  0.168056668    0.3534511
#> 
#> $MAR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001632382 0.003036284 -0.002454427   0.00587549
#> Sigma[4,2] -0.008847778 0.047742763 -0.090048956   0.04242921
#> Sigma[4,3]  0.144496733 0.038796065  0.101521862   0.20685366
#> Sigma[4,4]  0.158586395 0.032239194  0.112484114   0.20242032
#> 
#> 
#> $MAR$A
#> $MAR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97968821 0.02600946   0.9437056   1.01260768
#> lag1_var2 -0.03306690 0.06614274  -0.1106576   0.06120698
#> lag1_var3 -0.06182382 0.13542965  -0.2221104   0.11961349
#> lag1_var4  0.05621592 0.12521044  -0.1158049   0.20543578
#> const      0.84843550 0.25946740   0.5364301   1.25934970
#> 
#> $MAR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1454847 0.3342812 -0.63358843    0.3380913
#> lag1_var2  1.1836163 0.8802972 -0.04295577    2.3435616
#> lag1_var3  0.5369985 1.7823486 -2.07888245    2.9158469
#> lag1_var4 -0.4846030 1.6458006 -2.68446249    1.8391095
#> const      1.8400630 3.4770409 -2.06766499    7.1439338
#> 
#> $MAR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3841228 0.4809915  -0.8990804    0.4463662
#> lag1_var2  0.5740030 0.9737521  -1.0719591    1.6917219
#> lag1_var3  1.9612910 2.0149044  -1.4070377    4.3185670
#> lag1_var4 -0.8887404 1.8529724  -3.0793124    2.2093016
#> const      4.8210358 5.0614654  -2.9885835   10.6919973
#> 
#> $MAR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5398191 0.4703223  -1.0822154    0.2638178
#> lag1_var2  1.0263739 0.9039387  -0.5025506    2.0702692
#> lag1_var3  1.9340329 1.8690730  -1.1902570    4.1565922
#> lag1_var4 -0.7722304 1.7247068  -2.8129331    2.1121620
#> const      4.5600479 5.1987250  -4.0547981   10.4320911
#> 
#> 
#> 
#> $MDA
#> $MDA$Sigma
#> $MDA$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006576012 0.001188994 0.005470545  0.008606544
#> 
#> $MDA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05312193 0.01410078 -0.07341891  -0.03653854
#> Sigma[2,2]  1.11077489 0.28799551  0.82646122   1.57627010
#> 
#> $MDA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05280412 0.02309785  0.02471715    0.0836913
#> Sigma[3,2] -1.00190241 0.39192731 -1.62137458   -0.6493662
#> Sigma[3,3]  2.50513043 0.74896127  1.91805779    3.8725438
#> 
#> $MDA$Sigma$equation4
#>                   mean        sd  5% quantile 95% quantile
#> Sigma[4,1]  0.02075579 0.0200631 -0.008618209   0.04490038
#> Sigma[4,2] -0.33994541 0.3047267 -0.866342685  -0.05532523
#> Sigma[4,3]  1.94551623 0.5747835  1.452359098   3.00332859
#> Sigma[4,4]  1.78325921 0.4348510  1.358094724   2.55118074
#> 
#> 
#> $MDA$A
#> $MDA$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9229854 0.04138426  0.86999927   0.98392416
#> lag1_var2  0.1407940 0.12993014 -0.05256305   0.28830934
#> lag1_var3  0.2469096 0.22298596 -0.08617474   0.49311420
#> lag1_var4 -0.2407087 0.21849326 -0.47968120   0.08622685
#> const      1.3871776 0.67916379  0.34238383   2.25339863
#> 
#> $MDA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2602945 0.4108098  -0.2493529    0.8119958
#> lag1_var2 -0.1950792 1.3684217  -1.8793588    1.7582593
#> lag1_var3 -1.9404037 2.3162625  -4.7712943    1.4644652
#> lag1_var4  1.8850112 2.2396983  -1.4348181    4.6074200
#> const     -2.3055483 4.9592341  -8.7926073    3.2653213
#> 
#> $MDA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.40965783 0.5908313  -0.5719115     1.137124
#> lag1_var2 -0.26923735 1.8453729  -2.5896531     2.203668
#> lag1_var3  0.90010308 3.0644651  -2.7989784     5.022845
#> lag1_var4 -0.01703494 2.9710236  -4.0189982     3.496739
#> const     -0.71967011 5.5897291  -6.0265898     8.990024
#> 
#> $MDA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6631179 0.5042362  -0.0766609     1.299548
#> lag1_var2 -0.7853472 1.5001157  -2.4619571     1.417435
#> lag1_var3 -0.9245028 2.5259303  -3.7899527     2.748861
#> lag1_var4  1.7753940 2.4636669  -1.7916368     4.575341
#> const     -4.3447676 5.8640546 -11.6952120     4.427450
#> 
#> 
#> 
#> $MDG
#> $MDG$Sigma
#> $MDG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001799167 0.0003762969 0.001333327  0.002336125
#> 
#> $MDG$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.008879459 0.005215699 -0.01506599 -0.0005685292
#> Sigma[2,2]  0.365258536 0.097542250  0.25368617  0.5291637937
#> 
#> $MDG$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01083908 0.005249987  0.002957355   0.01757942
#> Sigma[3,2] -0.33570805 0.085710618 -0.475300190  -0.23675602
#> Sigma[3,3]  0.34230910 0.079241392  0.248121419   0.46196442
#> 
#> $MDG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003268636 0.001410661  0.001632801  0.005406276
#> Sigma[4,2] -0.021354638 0.016550546 -0.041709430  0.004445908
#> Sigma[4,3]  0.054730035 0.022851198  0.025808605  0.089350949
#> Sigma[4,4]  0.037837090 0.013280338  0.027413038  0.058723015
#> 
#> 
#> $MDG$A
#> $MDG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96126479 0.02946655   0.9158196    0.9939937
#> lag1_var2  0.05596325 0.11262532  -0.1011707    0.2034280
#> lag1_var3  0.07067319 0.13111509  -0.1141214    0.2466028
#> lag1_var4 -0.07252114 0.12948789  -0.2455268    0.1107821
#> const      1.09374091 0.42374141   0.4941905    1.6796787
#> 
#> $MDG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08554285 0.4746638  -0.5690457    0.7448836
#> lag1_var2  0.83730743 2.0475999  -1.4239684    4.0839996
#> lag1_var3 -0.07527448 2.4288777  -2.6992912    3.8281908
#> lag1_var4  0.02334841 2.4301997  -3.8392168    2.6950643
#> const      2.80038131 8.1662170  -5.2855206   15.3655174
#> 
#> $MDG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04838043 0.5179065  -0.7818633    0.6183337
#> lag1_var2  0.30680700 1.8594814  -2.6150088    2.1818202
#> lag1_var3  1.21251748 2.2068403  -2.3050320    3.4048402
#> lag1_var4 -0.22222916 2.2011577  -2.4650053    3.2407720
#> const      1.50939998 7.5798304 -10.5463288    8.7397380
#> 
#> $MDG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.03086714 0.1387173  -0.1998458    0.1887895
#> lag1_var2 0.70949993 0.3291867   0.2007618    1.1330266
#> lag1_var3 0.77368446 0.3819353   0.1869428    1.2692638
#> lag1_var4 0.18888302 0.3841634  -0.3088285    0.7861073
#> const     2.31497547 1.2359552   0.5636177    4.0130308
#> 
#> 
#> 
#> $MDV
#> $MDV$Sigma
#> $MDV$Sigma$equation1
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01084267 0.00259674  0.00789761   0.01455522
#> 
#> $MDV$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02160619 0.006918524 -0.03266137  -0.01296618
#> Sigma[2,2]  0.37082773 0.058961767  0.28840366   0.44969022
#> 
#> $MDV$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.09107232 0.02091273   0.0624710    0.1170383
#> Sigma[3,2] -0.55422724 0.10538863  -0.6992326   -0.4313469
#> Sigma[3,3]  1.42732694 0.26643203   1.0680042    1.8179878
#> 
#> $MDV$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.08267735 0.01914813   0.0575509    0.1079707
#> Sigma[4,2] -0.38150362 0.08626812  -0.4925033   -0.2713524
#> Sigma[4,3]  1.18388197 0.23052518   0.8682473    1.5145658
#> Sigma[4,4]  1.02186922 0.20318553   0.7505155    1.3082778
#> 
#> 
#> $MDV$A
#> $MDV$A$equation1
#>                 mean         sd  5% quantile  95% quantile
#> lag1_var1  1.0068348 0.06603354  0.913108704  1.0879880608
#> lag1_var2 -0.1277782 0.09620264 -0.261824559  0.0021332700
#> lag1_var3 -0.2454825 0.17677017 -0.484115064 -0.0004982565
#> lag1_var4  0.2291407 0.16287906  0.003048904  0.4432967754
#> const      0.7584318 0.53158555  0.208935200  1.5947760789
#> 
#> $MDV$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.570044 0.4243490   -2.160527    -1.027534
#> lag1_var2  3.971499 0.7953409    2.635587     4.743697
#> lag1_var3  5.537141 1.4630606    3.054141     6.957015
#> lag1_var4 -5.166353 1.3601117   -6.466316    -2.843682
#> const     14.243845 3.7001591   10.117281    19.925010
#> 
#> $MDV$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   2.160600 0.9825751    0.843577     3.570029
#> lag1_var2  -4.525505 1.1019986   -6.198269    -3.147666
#> lag1_var3  -7.407518 1.9886581  -10.503001    -4.949149
#> lag1_var4   7.828241 1.7821560    5.542956    10.594174
#> const     -15.346156 9.2090888  -27.840493    -2.414789
#> 
#> $MDV$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.455296 0.8623928   0.2685818     2.586597
#> lag1_var2  -2.864819 0.8810067  -4.1887690    -1.769467
#> lag1_var3  -5.303166 1.5870912  -7.7582919    -3.426712
#> lag1_var4   5.914057 1.4027513   4.3003850     8.089507
#> const     -10.143077 8.1870026 -20.1824257     2.007338
#> 
#> 
#> 
#> $MEX
#> $MEX$Sigma
#> $MEX$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009552468 0.0002014777 0.0006800101  0.001247614
#> 
#> $MEX$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01556725 0.00473083 -0.02277492   -0.0091337
#> Sigma[2,2]  0.49267027 0.15509241  0.33259534    0.7523867
#> 
#> $MEX$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02329771 0.006160483  0.01593009   0.03271935
#> Sigma[3,2] -0.44050031 0.132032542 -0.66567337  -0.30357719
#> Sigma[3,3]  1.04697062 0.285931928  0.74818639   1.48578855
#> 
#> $MEX$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01460917 0.004258928  0.01008582   0.02112122
#> Sigma[4,2] -0.15232644 0.058725852 -0.22477264  -0.07059035
#> Sigma[4,3]  0.81816509 0.243413320  0.58183987   1.20471795
#> Sigma[4,4]  0.75930055 0.232319034  0.54942515   1.12914077
#> 
#> 
#> $MEX$A
#> $MEX$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96776861 0.02378774  0.93730953   1.00035367
#> lag1_var2  0.05218210 0.06224804 -0.04384087   0.12040524
#> lag1_var3  0.07196822 0.10062135 -0.08661300   0.18207474
#> lag1_var4 -0.07466109 0.09753037 -0.17589611   0.08386132
#> const      1.03720075 0.29266559  0.69199139   1.47009775
#> 
#> $MEX$A$equation2
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.08090007 0.502947  -0.7540401    0.5022498
#> lag1_var2  0.86739542 1.441363  -0.8022897    3.1919162
#> lag1_var3  0.17615261 2.375615  -2.5122657    4.0435329
#> lag1_var4 -0.16502873 2.352937  -4.0733656    2.4004453
#> const      2.50343038 6.564288  -6.4306988    9.3132568
#> 
#> $MEX$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.8206031 1.005890  -0.5713677     2.120069
#> lag1_var2  1.9693085 2.225989  -1.5648534     4.877666
#> lag1_var3  3.6350248 3.663503  -2.0484236     8.414198
#> lag1_var4 -3.1659312 3.543583  -7.5740096     2.493270
#> const      7.6913807 9.997798  -4.5567061    23.761150
#> 
#> $MEX$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7997862 0.8529758  -0.3074257     1.974383
#> lag1_var2  2.3659750 1.6872462  -0.2300720     4.326201
#> lag1_var3  3.5166677 2.8434335  -0.6373054     6.831162
#> lag1_var4 -3.0363992 2.7002906  -6.2051715     1.097348
#> const      8.1170363 7.9669939  -0.8532362    20.245968
#> 
#> 
#> 
#> $MKD
#> $MKD$Sigma
#> $MKD$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000769704 0.0002266551 0.0006033591  0.001153516
#> 
#> $MKD$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01258369 0.007879473 -0.02387845 -0.003190823
#> Sigma[2,2]  3.31272334 0.524766011  2.80690398  4.178965292
#> 
#> $MKD$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.005157961 0.005583506 -0.0007752097     0.014166
#> Sigma[3,2] -1.669469318 0.214087490 -1.9691455434    -1.392356
#> Sigma[3,3]  1.048577032 0.118117627  0.8694320390     1.191367
#> 
#> $MKD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002703272 0.004459183 -0.009099289  0.002648257
#> Sigma[4,2]  0.218713446 0.214297141 -0.025188850  0.566447971
#> Sigma[4,3]  0.176007291 0.108690822  0.017117129  0.311147444
#> Sigma[4,4]  0.414919880 0.115840914  0.288524511  0.592746882
#> 
#> 
#> $MKD$A
#> $MKD$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.03956263 0.02066419  1.016831419   1.07170050
#> lag1_var2 -0.03050118 0.01374528 -0.049718122  -0.01315583
#> lag1_var3 -0.06012859 0.02583563 -0.096358908  -0.02816334
#> lag1_var4  0.03035104 0.02030562  0.006200498   0.05963971
#> const      0.67248330 0.14962146  0.417222963   0.80551732
#> 
#> $MKD$A$equation2
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1 -3.110813 1.306277  -4.8824131   -1.1828092
#> lag1_var2  2.687909 0.995627   1.2640456    3.9763386
#> lag1_var3  3.182819 1.851284   0.4687179    5.5225379
#> lag1_var4 -2.073424 1.357473  -3.6978007   -0.1710927
#> const     11.380019 8.784561  -0.1687008   22.2024957
#> 
#> $MKD$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.8733995 0.6615448   0.96063710    2.8038827
#> lag1_var2 -0.8869169 0.4576457  -1.50001120   -0.2290887
#> lag1_var3 -0.7068343 0.8521512  -1.82462579    0.5367111
#> lag1_var4  0.9642811 0.6121304   0.06545642    1.7158080
#> const     -3.3724551 5.5983343 -10.58267095    4.5124999
#> 
#> $MKD$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.2443242 0.3389865  -0.2008929    0.7378347
#> lag1_var2 0.2033456 0.2181281  -0.1790509    0.4164474
#> lag1_var3 0.3418578 0.4205537  -0.3913929    0.7669060
#> lag1_var4 0.5313581 0.3378090   0.1162132    1.0750805
#> const     0.7034767 2.0220599  -1.6367421    3.7778837
#> 
#> 
#> 
#> $MLI
#> $MLI$Sigma
#> $MLI$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001368414 0.0003996993 0.0008825316  0.002016995
#> 
#> $MLI$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005344829 0.002292029 -0.008492124 -0.002121442
#> Sigma[2,2]  0.098043099 0.015695232  0.080728950  0.119805501
#> 
#> $MLI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006339531 0.004025208  0.000487428   0.01119696
#> Sigma[3,2] -0.111834566 0.034287906 -0.164015953  -0.06615498
#> Sigma[3,3]  0.236821064 0.056842406  0.184684244   0.32874719
#> 
#> $MLI$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00279436 0.002742733 -0.001361774   0.00638974
#> Sigma[4,2] -0.04697462 0.027246732 -0.087637669  -0.01159950
#> Sigma[4,3]  0.16494879 0.039894861  0.135374198   0.23519148
#> Sigma[4,4]  0.13607036 0.032300154  0.107048496   0.19037253
#> 
#> 
#> $MLI$A
#> $MLI$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.99149578 0.02056636  0.961740656    1.0143806
#> lag1_var2 -0.08321722 0.12627262 -0.198202530    0.1268525
#> lag1_var3 -0.11791724 0.18134327 -0.296006207    0.1794668
#> lag1_var4  0.11391746 0.18345637 -0.188095991    0.2979218
#> const      0.51711384 0.48244759 -0.003721303    1.3331870
#> 
#> $MLI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3250562 0.1796919  0.08368208    0.5674105
#> lag1_var2  1.0855906 0.5155857  0.51030812    1.8977428
#> lag1_var3  1.1102668 0.8932103  0.17896276    2.3031724
#> lag1_var4 -1.2444015 0.9263444 -2.44775547   -0.3049634
#> const      3.0265741 3.4548530 -0.97265243    8.3448601
#> 
#> $MLI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5245594 0.2849302  -0.8531318  -0.06771735
#> lag1_var2  0.8919680 1.0693759  -0.6016379   2.47492284
#> lag1_var3  1.4633517 1.6796519  -0.6985154   3.99731152
#> lag1_var4 -0.3728428 1.7213643  -2.9611591   1.78144323
#> const      4.6701119 5.4552467  -2.5134326  12.95892224
#> 
#> $MLI$A$equation4
#>                 mean        sd 5% quantile  95% quantile
#> lag1_var1 -0.3054004 0.2009040  -0.5452756 -0.0008044382
#> lag1_var2  1.4663668 0.9268275   0.2518955  2.8340183755
#> lag1_var3  1.9665591 1.3883333   0.4493727  4.0699041536
#> lag1_var4 -0.9504892 1.4183165  -3.0900450  0.5995555879
#> const      5.6038004 3.8259359   0.7162537 11.3585634663
#> 
#> 
#> 
#> $MLT
#> $MLT$Sigma
#> $MLT$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001465419 0.0003109829  0.00116518  0.001972365
#> 
#> $MLT$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005400742 0.003209744 -0.01014200 -0.001379214
#> Sigma[2,2]  0.122326151 0.041141807  0.08109881  0.190910120
#> 
#> $MLT$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004130489 0.004088985 -0.0004822519   0.01016586
#> Sigma[3,2] -0.098325936 0.051296178 -0.1862758069  -0.05091745
#> Sigma[3,3]  0.282409559 0.059404740  0.2023560733   0.36382393
#> 
#> $MLT$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0009833058 0.002767948 -0.002411203  0.004988021
#> Sigma[4,2] -0.0329101906 0.036071291 -0.086553814  0.008972187
#> Sigma[4,3]  0.2450999953 0.044443643  0.180683989  0.300373629
#> Sigma[4,4]  0.2449236808 0.037359416  0.189830688  0.288649615
#> 
#> 
#> $MLT$A
#> $MLT$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97572804 0.02832684  0.935582213  1.008313327
#> lag1_var2 -0.06992679 0.05816245 -0.131778567  0.018563684
#> lag1_var3 -0.15932867 0.10773940 -0.279263592  0.007753707
#> lag1_var4  0.15870755 0.10082092  0.002927788  0.270980652
#> const      0.55967123 0.22613463  0.306075399  0.876789340
#> 
#> $MLT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03427437 0.1793071  -0.2430791    0.2391151
#> lag1_var2  1.49423357 0.3617443   1.0024679    1.9163497
#> lag1_var3  1.83137565 0.6421800   0.9968738    2.7092447
#> lag1_var4 -1.87463888 0.6116625  -2.7218994   -1.0790540
#> const      5.58777551 0.8998297   4.2373649    6.7066428
#> 
#> $MLT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.9825825 0.2940420   0.6240479     1.357720
#> lag1_var2  -2.7026423 0.6091073  -3.6349679    -2.024479
#> lag1_var3  -3.9787941 1.3536136  -6.0910722    -2.617665
#> lag1_var4   4.7735464 1.3008428   3.4778324     6.825937
#> const     -10.2548031 2.8068537 -14.1888678    -6.841944
#> 
#> $MLT$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.056307 0.3242156   0.5986894     1.453351
#> lag1_var2 -2.328138 0.5871410  -3.2673837    -1.673345
#> lag1_var3 -3.780857 1.2728982  -5.9265517    -2.690442
#> lag1_var4  4.557894 1.2165419   3.5848327     6.619566
#> const     -9.611731 3.1153998 -13.8585604    -5.596769
#> 
#> 
#> 
#> $MMR
#> $MMR$Sigma
#> $MMR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001774688 0.0004351481 0.001156238  0.002354267
#> 
#> $MMR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01772202 0.004127989 -0.02503342   -0.0138751
#> Sigma[2,2]  0.31573947 0.067477006  0.23834800    0.4263433
#> 
#> $MMR$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02889692 0.007811691  0.02027472    0.0420376
#> Sigma[3,2] -0.55706854 0.145626776 -0.75033840   -0.3718068
#> Sigma[3,3]  1.24781806 0.310638884  0.87366717    1.7032812
#> 
#> $MMR$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01906082 0.005884325  0.01157842   0.02817639
#> Sigma[4,2] -0.38361166 0.113630588 -0.53130529  -0.23909223
#> Sigma[4,3]  0.94749169 0.237638170  0.67538394   1.30904920
#> Sigma[4,4]  0.74275264 0.180091832  0.54145517   1.02450205
#> 
#> 
#> $MMR$A
#> $MMR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97303480 0.01539649   0.9543557   0.99415568
#> lag1_var2 -0.03469713 0.07629061  -0.1305852   0.06553137
#> lag1_var3 -0.01502634 0.13840459  -0.1726787   0.18344267
#> lag1_var4  0.01427317 0.13904762  -0.1851315   0.17208079
#> const      0.79364101 0.43253265   0.2061426   1.34346083
#> 
#> $MMR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08409435 0.2004371  -0.1764303    0.3775525
#> lag1_var2  0.31166424 1.1964273  -1.6060397    1.4293513
#> lag1_var3 -0.40334968 2.1192748  -3.8592223    1.6502864
#> lag1_var4  0.36884354 2.1245358  -1.6999390    3.8381972
#> const      0.76339160 5.3869385  -7.4746253    8.1914121
#> 
#> $MMR$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.5763049  0.4022656  -1.1593039  -0.05204047
#> lag1_var2  2.6871512  2.4416495   0.1510252   6.50119201
#> lag1_var3  5.2052884  4.4281175   0.4149350  12.03244276
#> lag1_var4 -4.2125186  4.4429627 -11.0627377   0.62130133
#> const     13.7517461 10.7039977   0.1832221  28.07141226
#> 
#> $MMR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5095663 0.3109462  -0.9649596   -0.1165146
#> lag1_var2  2.7251556 1.8953842   0.5837754    5.7636344
#> lag1_var3  4.7254744 3.4809916   0.7117783   10.1965974
#> lag1_var4 -3.7432065 3.4941925  -9.2316430    0.3044281
#> const     13.1650447 8.4239141   3.3951807   24.4782819
#> 
#> 
#> 
#> $MNE
#> $MNE$Sigma
#> $MNE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002684687 0.001362791 0.001706086  0.005015913
#> 
#> $MNE$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04946578 0.03528942  -0.1038835  -0.02036153
#> Sigma[2,2]  2.38003437 0.84188398   1.4979185   3.70295350
#> 
#> $MNE$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.04585696 0.02946092  0.02097289   0.09195854
#> Sigma[3,2] -1.57125584 0.78931652 -2.83004270  -0.71788354
#> Sigma[3,3]  1.58054787 0.69323859  0.95970792   2.73491588
#> 
#> $MNE$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02404223 0.01445209  0.01073947   0.04632211
#> Sigma[4,2] -0.44682382 0.43559621 -1.14205502   0.02119642
#> Sigma[4,3]  0.92892189 0.36332999  0.58492079   1.54046802
#> Sigma[4,4]  0.82533275 0.20725766  0.61078531   1.15499423
#> 
#> 
#> $MNE$A
#> $MNE$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  1.01112819 0.03930899  0.9696426950  1.069130385
#> lag1_var2 -0.04815505 0.04217804 -0.1121362434 -0.004641289
#> lag1_var3 -0.09721624 0.08940076 -0.2311783334 -0.004580533
#> lag1_var4  0.07925105 0.07584859 -0.0002328639  0.191535467
#> const      0.67423578 0.29607699  0.2527239526  1.037012747
#> 
#> $MNE$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.1976086 1.382832  -2.2970077     1.481735
#> lag1_var2  0.7645825 1.478054  -0.9532975     3.036953
#> lag1_var3 -0.4662315 3.056989  -4.0321799     4.238588
#> lag1_var4  0.5040543 2.540586  -3.3988434     3.455277
#> const      1.7874693 8.481601  -8.7928966    13.796946
#> 
#> $MNE$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  1.2736587 1.114398  -0.3657619    2.6082383
#> lag1_var2 -0.9272982 1.128795  -2.5672290    0.5304299
#> lag1_var3 -0.8317806 2.343581  -4.2315057    2.2016736
#> lag1_var4  1.3347669 1.937146  -1.1814488    4.1624545
#> const     -2.0198298 5.831726  -7.2797592    7.4868061
#> 
#> $MNE$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.337968 0.7902187   0.3367178    2.4794707
#> lag1_var2 -1.011397 0.6977049  -2.0326788   -0.2100646
#> lag1_var3 -1.981558 1.4678199  -4.1340454   -0.3392167
#> lag1_var4  2.486292 1.2305547   1.1080995    4.2965696
#> const     -3.587405 6.1265692 -12.6918732    2.7776604
#> 
#> 
#> 
#> $MNG
#> $MNG$Sigma
#> $MNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002284917 0.0005822593 0.001574904  0.003182205
#> 
#> $MNG$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01155176 0.007407014 -0.02099984  -0.00185796
#> Sigma[2,2]  1.01399332 0.384230473  0.72692523   1.66919955
#> 
#> $MNG$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00296833 0.00706585 -0.006036584   0.01133287
#> Sigma[3,2] -0.36402853 0.15316951 -0.606497289  -0.19326655
#> Sigma[3,3]  0.65857931 0.14354206  0.468093108   0.85809344
#> 
#> $MNG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.004155999 0.004307271 -0.008781539  0.002738088
#> Sigma[4,2]  0.269640342 0.290842406  0.114092322  0.712622036
#> Sigma[4,3]  0.472233274 0.121983956  0.350573340  0.658673825
#> Sigma[4,4]  0.685278569 0.214849769  0.501500351  1.053103665
#> 
#> 
#> $MNG$A
#> $MNG$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.006357492 0.01606124   0.9816058    1.0253494
#> lag1_var2  0.005360785 0.10428883  -0.1554888    0.1343688
#> lag1_var3  0.009032730 0.16289036  -0.2473699    0.2089713
#> lag1_var4 -0.026783295 0.16465751  -0.2253370    0.2311988
#> const      0.974198835 0.32851994   0.5295692    1.4020752
#> 
#> $MNG$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.005973805 0.4808082  -0.8186603    0.4755518
#> lag1_var2  1.167655573 1.6037259  -1.0668382    3.3201123
#> lag1_var3  1.228773847 2.5112946  -2.4604998    4.6214190
#> lag1_var4 -1.232219039 2.4324550  -4.4379875    2.3607184
#> const      3.777318860 6.1364035  -2.1822761   13.1096030
#> 
#> $MNG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2193731 0.2445052  -0.6068886   0.04645585
#> lag1_var2  3.2720641 0.8535031   2.2995059   4.53988528
#> lag1_var3  5.9122844 1.3786565   4.3482057   8.05188790
#> lag1_var4 -5.1042285 1.3859991  -7.2536721  -3.47681914
#> const     14.5893138 6.8307806   7.1230099  25.41030182
#> 
#> $MNG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2377019 0.3449258  -0.6473433    0.2697108
#> lag1_var2  3.9593310 0.6915734   3.1210756    4.9404084
#> lag1_var3  6.6336244 1.0747543   5.5192713    8.2273690
#> lag1_var4 -5.8112962 1.0973313  -7.4470226   -4.7114110
#> const     16.2391743 6.4767475   7.9215905   26.5004604
#> 
#> 
#> 
#> $MOZ
#> $MOZ$Sigma
#> $MOZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001355427 0.0001745224 0.001087437  0.001560531
#> 
#> $MOZ$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001889986 0.0003502234 -0.002359393 -0.001444066
#> Sigma[2,2]  0.009342422 0.0018908524  0.006595927  0.011794272
#> 
#> $MOZ$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001621611 0.001145420 -8.209782e-05  0.003042059
#> Sigma[3,2] -0.016785009 0.003204728 -2.071681e-02 -0.012653222
#> Sigma[3,3]  0.064618617 0.013092221  4.837475e-02  0.082836298
#> 
#> $MOZ$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  8.808097e-05 0.001032304 -0.001386048  0.001497291
#> Sigma[4,2] -9.855298e-03 0.002612283 -0.012818524 -0.006001982
#> Sigma[4,3]  5.339985e-02 0.012046770  0.039472144  0.071416726
#> Sigma[4,4]  4.741281e-02 0.011122456  0.035977988  0.064853529
#> 
#> 
#> $MOZ$A
#> $MOZ$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.980448680 0.01484532   0.9586883    0.9980483
#> lag1_var2  0.007850906 0.14015118  -0.1617840    0.2150045
#> lag1_var3  0.041568660 0.19726053  -0.2143409    0.3237318
#> lag1_var4 -0.046025462 0.19831999  -0.3297695    0.2124846
#> const      0.950012389 0.49165022   0.3241586    1.6492410
#> 
#> $MOZ$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.184756877 0.04481701   0.1232878    0.2295836
#> lag1_var2 -0.009158243 0.37597408  -0.6203184    0.4218173
#> lag1_var3 -0.805706456 0.60476929  -1.8134795   -0.1836509
#> lag1_var4  0.782064804 0.61159707   0.1502807    1.8016483
#> const     -1.155391508 1.57666782  -3.5394213    0.7369086
#> 
#> $MOZ$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.3022771 0.06587042 -0.38071532   -0.2135678
#> lag1_var2  1.4733046 0.89327246  0.18113676    2.5867317
#> lag1_var3  2.2804560 1.53658340  0.06450479    4.1336118
#> lag1_var4 -1.2879609 1.56012199 -3.16784744    0.9579639
#> const      5.9687333 3.98609171 -0.11890120   10.3294036
#> 
#> $MOZ$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1593280 0.08021312 -0.26706926  -0.05495269
#> lag1_var2  1.2457429 0.94102539  0.03900485   2.46298482
#> lag1_var3  1.3792711 1.50238839 -0.60442530   3.27689497
#> lag1_var4 -0.3878495 1.52262105 -2.31112629   1.61877993
#> const      3.7725300 3.97528592 -1.70768690   8.40343800
#> 
#> 
#> 
#> $MRT
#> $MRT$Sigma
#> $MRT$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001778159 0.0002180568 0.001524615  0.002109551
#> 
#> $MRT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005716898 0.001542068 -0.008018154 -0.003825717
#> Sigma[2,2]  0.041849357 0.016805347  0.026389362  0.067981291
#> 
#> $MRT$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002536256 0.002268969 -0.0004386975  0.005918215
#> Sigma[3,2] -0.033223618 0.017367904 -0.0610710049 -0.012572699
#> Sigma[3,3]  0.063536352 0.018149985  0.0428395719  0.089466577
#> 
#> $MRT$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  4.533385e-05 0.002033207 -0.002869751 0.0027184931
#> Sigma[4,2] -1.698836e-02 0.012980724 -0.035979018 0.0005096665
#> Sigma[4,3]  5.508486e-02 0.014246010  0.036821850 0.0736990133
#> Sigma[4,4]  5.355288e-02 0.012028054  0.035582761 0.0685751490
#> 
#> 
#> $MRT$A
#> $MRT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96454048 0.03059936  0.93568724   1.01268689
#> lag1_var2  0.01450595 0.06377270 -0.08591425   0.09111931
#> lag1_var3  0.02667047 0.13757503 -0.20099103   0.16048094
#> lag1_var4 -0.03098076 0.12928625 -0.15710163   0.18225952
#> const      0.98196474 0.32262551  0.41260351   1.29507204
#> 
#> $MRT$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.009729297 0.1476162  -0.1967341    0.2054083
#> lag1_var2  0.967224306 0.3143005   0.5213032    1.3318794
#> lag1_var3  0.793553447 0.6878930  -0.3551091    1.4765080
#> lag1_var4 -0.774064531 0.6482569  -1.4202947    0.3068385
#> const      2.768293597 1.5797045   0.8135658    4.8006464
#> 
#> $MRT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2753294 0.2665136  -0.6689269    0.0482991
#> lag1_var2  0.3363810 0.5439654  -0.3039391    1.1744431
#> lag1_var3  0.7770248 1.1731582  -0.7769149    2.4948578
#> lag1_var4  0.2181346 1.0975362  -1.3934102    1.6743104
#> const      1.8481864 2.4495905  -1.4567851    5.3384395
#> 
#> $MRT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3129588 0.2698322  -0.6694016   0.03593646
#> lag1_var2  0.5795029 0.5382915  -0.1088719   1.32169597
#> lag1_var3  0.6632391 1.1386025  -0.9273272   2.08874505
#> lag1_var4  0.3912112 1.0643588  -0.9441080   1.88406177
#> const      1.5357640 2.4694449  -2.2693923   4.50078509
#> 
#> 
#> 
#> $MUS
#> $MUS$Sigma
#> $MUS$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001233121 0.000330317 0.0008356884  0.001729312
#> 
#> $MUS$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01272806 0.004716787 -0.02050235 -0.007787004
#> Sigma[2,2]  0.26975131 0.076285531  0.19507867  0.407820912
#> 
#> $MUS$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02671176 0.009019857  0.01830156   0.04248483
#> Sigma[3,2] -0.33286363 0.118709234 -0.53265387  -0.22142053
#> Sigma[3,3]  1.29114652 0.300061170  0.96303504   1.75228865
#> 
#> $MUS$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02102789 0.008110194  0.01324731   0.03482391
#> Sigma[4,2] -0.19172790 0.105505730 -0.37089496  -0.08675381
#> Sigma[4,3]  1.19225844 0.289763868  0.87378683   1.64400165
#> Sigma[4,4]  1.17373385 0.289366100  0.88836172   1.67195843
#> 
#> 
#> $MUS$A
#> $MUS$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.978429927 0.02896937  0.94319355    1.0176756
#> lag1_var2  0.013029631 0.07066188 -0.07712707    0.1035594
#> lag1_var3  0.008321812 0.12547763 -0.15217440    0.1703880
#> lag1_var4 -0.015929832 0.11819310 -0.16822527    0.1338657
#> const      0.905527156 0.27144675  0.58091624    1.2378483
#> 
#> $MUS$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.6855078 0.4282294 -1.171573172  -0.06789558
#> lag1_var2  1.2056854 1.0322543 -0.002377878   2.36925062
#> lag1_var3  1.0178677 1.8970334 -1.258419192   3.10322100
#> lag1_var4 -0.7598503 1.7860714 -2.760371129   1.38274692
#> const      3.7082561 4.0208309 -2.245282524   8.49426506
#> 
#> $MUS$A$equation3
#>                mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.670091  1.273817  -2.27738071     1.191104
#> lag1_var2  2.608827  2.900223  -2.00206918     5.745381
#> lag1_var3  5.340706  5.417282  -3.17838736    11.328161
#> lag1_var4 -4.372520  5.078519 -10.00056716     3.604396
#> const     16.455617 11.543389   0.07596217    31.961122
#> 
#> $MUS$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.178447  1.358958  -3.0615622    0.7335798
#> lag1_var2  3.298420  2.869496  -0.9712815    6.6369429
#> lag1_var3  5.934543  5.454619  -2.0287513   12.5722191
#> lag1_var4 -4.768215  5.098350 -10.9167796    2.6737303
#> const     18.423073 12.992731  -0.3042029   37.3492203
#> 
#> 
#> 
#> $MWI
#> $MWI$Sigma
#> $MWI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002207986 0.0004692646 0.001761947  0.002983468
#> 
#> $MWI$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005022312 0.001396128 -0.007154308 -0.003370656
#> Sigma[2,2]  0.037139934 0.010261421  0.023729840  0.050098532
#> 
#> $MWI$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.003691723 0.005200979 -0.01031134  0.004098451
#> Sigma[3,2] -0.001761383 0.016239302 -0.02037034  0.023547276
#> Sigma[3,3]  0.242615661 0.070535535  0.15592237  0.344307689
#> 
#> $MWI$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.00802100 0.005742914 -0.015168443 0.0003649395
#> Sigma[4,2]  0.02641568 0.017370129  0.006454734 0.0562746968
#> Sigma[4,3]  0.25410981 0.070870630  0.167630180 0.3624781691
#> Sigma[4,4]  0.28783654 0.072378193  0.206023508 0.4028649256
#> 
#> 
#> $MWI$A
#> $MWI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99126688 0.03097823  0.94808085   1.02438839
#> lag1_var2 -0.07919622 0.09615225 -0.18381988   0.03126728
#> lag1_var3 -0.12783127 0.14123379 -0.30126369   0.05379293
#> lag1_var4  0.12175844 0.13589334 -0.05313319   0.28812583
#> const      0.60158588 0.38559557  0.20428198   1.20711615
#> 
#> $MWI$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.009621076 0.1341216  -0.1974698    0.1571436
#> lag1_var2  0.791163407 0.3888612   0.2700635    1.3284342
#> lag1_var3  0.464897235 0.6604067  -0.4757214    1.3098730
#> lag1_var4 -0.451276788 0.6345659  -1.2630956    0.4547204
#> const      2.018272863 1.6897734   0.1116060    4.4137864
#> 
#> $MWI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.45012333 0.3096629  -0.9014148  -0.05859521
#> lag1_var2  1.20834742 0.8785818   0.2643123   2.55700105
#> lag1_var3  1.02370830 1.3384829  -0.5498903   3.00936082
#> lag1_var4 -0.02929963 1.2921680  -1.9406201   1.48844230
#> const      4.27637332 4.2365950  -2.2441111   9.49522193
#> 
#> $MWI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.49055733 0.3701891  -0.9598799   0.01554664
#> lag1_var2  1.53130209 1.0743817   0.2663023   3.18259276
#> lag1_var3  0.96131759 1.6433981  -1.1669706   3.27827044
#> lag1_var4  0.07173274 1.5856898  -2.1613604   2.13373109
#> const      4.19954518 4.9462303  -3.8016802   9.36083822
#> 
#> 
#> 
#> $MYS
#> $MYS$Sigma
#> $MYS$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001007074 0.0002337615 0.0007566316  0.001370516
#> 
#> $MYS$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007792327 0.002374357 -0.01126812 -0.005317975
#> Sigma[2,2]  0.112603373 0.028954441  0.08700599  0.163485729
#> 
#> $MYS$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007697139 0.003949345  0.002513606   0.01316925
#> Sigma[3,2] -0.104493982 0.046469036 -0.174800211  -0.04420144
#> Sigma[3,3]  0.268359880 0.046869616  0.205550484   0.33984087
#> 
#> $MYS$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002845436 0.002693298 -0.0008954413  0.006234092
#> Sigma[4,2] -0.034561775 0.034020512 -0.0736078206  0.018923441
#> Sigma[4,3]  0.208742672 0.026611830  0.1820944502  0.249890039
#> Sigma[4,4]  0.192790526 0.023650818  0.1636595134  0.229487397
#> 
#> 
#> $MYS$A
#> $MYS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96721407 0.01066609  0.95123757   0.98116860
#> lag1_var2  0.02861941 0.04631623 -0.02349652   0.10382773
#> lag1_var3 -0.01570462 0.06370377 -0.09126515   0.08095520
#> lag1_var4  0.01488246 0.06271141 -0.07882481   0.09091939
#> const      0.82193966 0.15887618  0.61728814   1.06225757
#> 
#> $MYS$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01496106 0.1486117  -0.2512209    0.1383626
#> lag1_var2  0.07835537 0.7542251  -0.9612766    1.0332558
#> lag1_var3 -0.74214034 1.1358915  -2.2334191    0.7017715
#> lag1_var4  0.78058984 1.1036284  -0.6419179    2.2608168
#> const     -0.44297733 1.9889807  -3.1294176    2.2209184
#> 
#> $MYS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5146648 0.2662456   0.2369589   0.93648195
#> lag1_var2 -0.8219211 0.6444348  -1.5978119   0.07213253
#> lag1_var3 -0.4879497 1.1478521  -1.8714728   1.14595070
#> lag1_var4  1.3016682 1.0873685  -0.2739085   2.59188552
#> const     -2.0583825 2.8518187  -5.8464910   1.79917244
#> 
#> $MYS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5231555 0.2545733   0.2079003    0.8861358
#> lag1_var2 -1.0346439 0.5480341  -1.7085539   -0.2258427
#> lag1_var3 -1.3645059 0.9993873  -2.5448584    0.2364387
#> lag1_var4  2.2203635 0.9449942   0.7018526    3.3284364
#> const     -3.9148584 3.1283922  -8.5829530   -0.1281507
#> 
#> 
#> 
#> $NAM
#> $NAM$Sigma
#> $NAM$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00112689 0.0002353777 0.0008662034  0.001493032
#> 
#> $NAM$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004454069 0.004925314 -0.01010939  0.003094387
#> Sigma[2,2]  1.464323455 0.363022685  1.12826965  2.052538929
#> 
#> $NAM$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01092948 0.00501187  0.005920092   0.01880832
#> Sigma[3,2] -0.82926720 0.21037529 -1.160737748  -0.62247515
#> Sigma[3,3]  0.77692529 0.14501815  0.602346701   0.99604411
#> 
#> $NAM$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.01050454 0.003787327  0.006057367   0.01660028
#> Sigma[4,2] 0.01159048 0.115575349 -0.142464168   0.17058502
#> Sigma[4,3] 0.37973467 0.089022532  0.283455879   0.49602289
#> Sigma[4,4] 0.48751868 0.091289729  0.389856994   0.62853120
#> 
#> 
#> $NAM$A
#> $NAM$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.984491288 0.02253702  0.96078514  1.019501623
#> lag1_var2 -0.007964567 0.01644216 -0.03348024  0.009345922
#> lag1_var3 -0.009692449 0.02946545 -0.05607965  0.023340385
#> lag1_var4  0.004766674 0.02203544 -0.02060105  0.037146711
#> const      0.714941937 0.14823347  0.48804199  0.873920977
#> 
#> $NAM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5349262 1.0330229  -1.6399716    0.9723117
#> lag1_var2  1.4389380 0.6758700   0.4153956    2.1872999
#> lag1_var3  1.2369136 1.1268565  -0.4528859    2.5668887
#> lag1_var4 -0.9377394 0.8421603  -1.9528235    0.2855414
#> const      0.6814650 8.6502414 -10.0590420   10.6415698
#> 
#> $NAM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.5734319 0.6322088   0.6373703    2.4475549
#> lag1_var2 -0.8548456 0.4144953  -1.4210698   -0.3654583
#> lag1_var3 -0.3553860 0.7344033  -1.4102243    0.4416981
#> lag1_var4  0.7729472 0.5671686   0.1014718    1.5753739
#> const     -0.8318623 4.2984678  -6.9272340    3.8041608
#> 
#> $NAM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.5697034 0.3765015   1.1666679   2.20631209
#> lag1_var2 -0.6046885 0.4062014  -1.1396565  -0.08739096
#> lag1_var3 -0.5532428 0.6957218  -1.4813728   0.31612541
#> lag1_var4  1.0965459 0.5405177   0.3887639   1.75847919
#> const     -3.5789389 2.6661080  -6.3009036   1.04085205
#> 
#> 
#> 
#> $NCL
#> $NCL$Sigma
#> $NCL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003501198 7.028255e-05 0.0002663766 0.0004502615
#> 
#> $NCL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002653397 0.001375695 -0.004709898 -0.001055735
#> Sigma[2,2]  0.412151360 0.061997640  0.334509787  0.508523072
#> 
#> $NCL$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003035172 0.001643595  0.0004708478  0.004926497
#> Sigma[3,2] -0.152633118 0.048779775 -0.2030571401 -0.074364797
#> Sigma[3,3]  0.159103525 0.037628519  0.1144929985  0.216800854
#> 
#> $NCL$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.001597821 0.001285164 -0.0006235177  0.002515349
#> Sigma[4,2] 0.110584676 0.034710242  0.0548702360  0.143365714
#> Sigma[4,3] 0.075445583 0.031366087  0.0227591708  0.108319017
#> Sigma[4,4] 0.162385566 0.035298521  0.1178842585  0.211902005
#> 
#> 
#> $NCL$A
#> $NCL$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9589232292 0.02882672  0.92164877   1.00068227
#> lag1_var2 -0.0043706674 0.03638428 -0.05256933   0.05322784
#> lag1_var3  0.0004060693 0.05944291 -0.08107684   0.09159815
#> lag1_var4  0.0027330580 0.05208383 -0.07855620   0.07249752
#> const      0.8222263335 0.22199220  0.50133864   1.08569392
#> 
#> $NCL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7930008 0.6105475    0.110465    1.8278437
#> lag1_var2 -0.5257632 0.9048065   -2.047576    0.3689644
#> lag1_var3 -2.2938142 1.4111494   -4.655786   -0.8446455
#> lag1_var4  2.0812449 1.2653930    0.815422    4.2007851
#> const     -3.7394420 4.9101414  -11.820791    2.4628859
#> 
#> $NCL$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.002420712 0.5302961  -0.5979535    0.8503711
#> lag1_var2  0.079616523 0.6857368  -0.9920971    0.8999617
#> lag1_var3  0.895946825 1.1301873  -0.8639467    2.2441168
#> lag1_var4  0.034414103 0.9917826  -1.1600706    1.5726049
#> const      2.136987091 3.9934022  -3.9432809    6.0871152
#> 
#> $NCL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5351035 0.5778387  -0.2698558    1.2942764
#> lag1_var2 -0.7034828 0.7626537  -1.6924046    0.2710834
#> lag1_var3 -1.3133298 1.2428896  -2.9142817    0.3633608
#> lag1_var4  2.1277164 1.0920283   0.6884021    3.5401980
#> const     -2.6721836 4.3937603  -9.2132540    2.0025711
#> 
#> 
#> 
#> $NER
#> $NER$Sigma
#> $NER$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001013719 0.0002452518 0.0006784133  0.001355934
#> 
#> $NER$Sigma$equation2
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.00079156 0.001786988 -0.001754039  0.002868226
#> Sigma[2,2] 0.17977980 0.031336178  0.131984155  0.216743576
#> 
#> $NER$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.005098489 0.005156537 -0.01044389  0.002843467
#> Sigma[3,2] -0.158388511 0.040866793 -0.19573302 -0.087040089
#> Sigma[3,3]  0.501992738 0.119118798  0.34689095  0.659073918
#> 
#> $NER$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.004574998 0.004220736 -0.00860813  0.002132736
#> Sigma[4,2] -0.017593958 0.042125820 -0.05612290  0.053576564
#> Sigma[4,3]  0.383038466 0.100114526  0.25748867  0.518481884
#> Sigma[4,4]  0.374557873 0.080399885  0.26244658  0.482001253
#> 
#> 
#> $NER$A
#> $NER$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99628571 0.01115043   0.9806436   1.01240035
#> lag1_var2 -0.03129745 0.09673659  -0.1811538   0.09774492
#> lag1_var3 -0.04835061 0.13194171  -0.2610977   0.12653220
#> lag1_var4  0.04181075 0.13223956  -0.1335113   0.25415989
#> const      0.62353085 0.30104835   0.2638539   1.06618273
#> 
#> $NER$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.12665767 0.2101406  -0.4268507    0.1437633
#> lag1_var2  0.01444099 0.9667560  -1.2656430    1.1854045
#> lag1_var3 -0.64513014 1.2746167  -2.3346090    1.0047770
#> lag1_var4  0.70279205 1.2683509  -0.9287204    2.3809935
#> const     -0.99520911 4.3978316  -6.4265261    5.4512852
#> 
#> $NER$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06108909 0.2703744  -0.3922031    0.3269712
#> lag1_var2  0.87380860 1.3561664  -0.7980100    2.6935954
#> lag1_var3  1.45111855 1.7705944  -0.8756328    3.4928508
#> lag1_var4 -0.51745683 1.7650697  -2.5884766    1.7641604
#> const      5.66129947 6.5979946  -4.9735755   13.4503635
#> 
#> $NER$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1362924 0.2602348  -0.4664921    0.1998138
#> lag1_var2  0.6683552 1.2219866  -1.1876861    2.1116350
#> lag1_var3  0.6641400 1.7103314  -1.9120334    2.7491449
#> lag1_var4  0.3236895 1.6973100  -1.7337476    2.8946870
#> const      3.6357373 5.7098008  -4.4350404   11.2567476
#> 
#> 
#> 
#> $NGA
#> $NGA$Sigma
#> $NGA$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001159609 0.000267219 0.0008372154  0.001524697
#> 
#> $NGA$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002798685 0.001440079 -0.004583376 -0.0008922653
#> Sigma[2,2]  0.117088872 0.029037658  0.081127512  0.1598715396
#> 
#> $NGA$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002861803 0.001945021 -4.078579e-05  0.005047953
#> Sigma[3,2] -0.101256442 0.022028171 -1.308645e-01 -0.071814160
#> Sigma[3,3]  0.100958025 0.019843186  7.436030e-02  0.129814810
#> 
#> $NGA$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00124003 0.001305668 -0.000841047  0.002446172
#> Sigma[4,2] -0.03386168 0.009169192 -0.047648008 -0.021812394
#> Sigma[4,3]  0.04337679 0.011059580  0.032335935  0.060405092
#> Sigma[4,4]  0.02464521 0.007065587  0.018536553  0.035824942
#> 
#> 
#> $NGA$A
#> $NGA$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0007324 0.01501421  0.97773934   1.01986683
#> lag1_var2 -0.1216201 0.07384829 -0.21532482  -0.02879395
#> lag1_var3 -0.1752583 0.12346826 -0.33451343  -0.02265160
#> lag1_var4  0.1699373 0.12559414  0.01735469   0.33168436
#> const      0.4051592 0.40050172 -0.11639170   0.94692778
#> 
#> $NGA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05523726 0.1636307  -0.1821582    0.2371164
#> lag1_var2  0.32696504 0.8634110  -0.8704009    1.4144564
#> lag1_var3 -0.67309393 1.5233312  -2.8235806    1.2459651
#> lag1_var4  0.66882434 1.5436707  -1.2777067    2.8655429
#> const     -0.12497905 4.4594402  -6.4744036    5.0114905
#> 
#> $NGA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1457073 0.1462265  -0.3208021   0.05433498
#> lag1_var2  1.2600950 0.8935237   0.2559116   2.45391265
#> lag1_var3  2.8830535 1.5336407   1.1503163   4.93165512
#> lag1_var4 -1.9385375 1.5659603  -4.0310077  -0.19007358
#> const      6.6013459 4.6526289   1.2076015  13.10633666
#> 
#> $NGA$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1168353 0.06037879  -0.2131454 -0.049646362
#> lag1_var2  1.2688607 0.46542503   0.5953892  1.892813972
#> lag1_var3  2.1740702 0.78785230   1.0073332  3.163674514
#> lag1_var4 -1.2089515 0.80739004  -2.2127023 -0.009411948
#> const      5.2623039 2.32372989   2.0072752  8.514444531
#> 
#> 
#> 
#> $NIC
#> $NIC$Sigma
#> $NIC$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009438802 0.0002188807 0.0006269734  0.001233744
#> 
#> $NIC$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01195789 0.003146936 -0.01683234 -0.008336154
#> Sigma[2,2]  0.45602994 0.108071644  0.32035721  0.630652418
#> 
#> $NIC$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01044382 0.002453426  0.00748211   0.01439592
#> Sigma[3,2] -0.33597678 0.082973651 -0.47060490  -0.23651172
#> Sigma[3,3]  0.30916203 0.063854975  0.23103874   0.40641075
#> 
#> $NIC$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003043853 0.001734024  0.000699688   0.00551333
#> Sigma[4,2] -0.047739625 0.025462699 -0.084116442  -0.01247074
#> Sigma[4,3]  0.101286690 0.021711174  0.068939737   0.12665564
#> Sigma[4,4]  0.076207356 0.009902219  0.061055473   0.08741694
#> 
#> 
#> $NIC$A
#> $NIC$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97546828 0.05005349  0.91224312   1.05219392
#> lag1_var2 -0.04583631 0.06316950 -0.13539391   0.02921537
#> lag1_var3 -0.07945873 0.09593994 -0.21160576   0.02848227
#> lag1_var4  0.07830371 0.08371190 -0.01097883   0.19629494
#> const      0.64682131 0.29650504  0.22835510   1.01472944
#> 
#> $NIC$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1386590 0.6937374  -0.7867216     1.159458
#> lag1_var2  1.0941079 0.9491916  -0.3129164     2.320224
#> lag1_var3  0.7473080 1.6271949  -1.5790773     2.756666
#> lag1_var4 -0.8385187 1.4795942  -2.6719936     1.216991
#> const      4.6896837 6.1530791  -3.6456521    13.156723
#> 
#> $NIC$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2312318 0.5987991  -0.5970782    0.9889945
#> lag1_var2 -0.7901086 0.7469951  -1.7554559    0.2487049
#> lag1_var3 -0.6948642 1.2397296  -2.2029805    1.0217278
#> lag1_var4  1.6320995 1.1058685   0.1338182    2.9683678
#> const     -2.7300189 5.0422000  -9.4260878    3.5656326
#> 
#> $NIC$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3589336 0.2339717  0.08356005   0.66244686
#> lag1_var2 -0.5080415 0.3170482 -0.98214731  -0.12435781
#> lag1_var3 -0.8785987 0.5182508 -1.67174660  -0.26265017
#> lag1_var4  1.7768513 0.4661974  1.22904768   2.49839187
#> const     -1.8938431 1.7263758 -4.38662058   0.05438061
#> 
#> 
#> 
#> $NLD
#> $NLD$Sigma
#> $NLD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004690358 0.0001426181 0.0003313436 0.0006955438
#> 
#> $NLD$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007887698 0.00310828 -0.01221485 -0.003704867
#> Sigma[2,2]  0.671194403 0.16150946  0.48564959  0.917625465
#> 
#> $NLD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007899027 0.003914512  0.003032041   0.01320268
#> Sigma[3,2] -0.624663313 0.192041215 -0.959132947  -0.43877548
#> Sigma[3,3]  0.959577788 0.240846173  0.711387663   1.34463912
#> 
#> $NLD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003071601 0.003390423 -0.001120903  0.006895421
#> Sigma[4,2] -0.215339507 0.106412590 -0.411824728 -0.140222406
#> Sigma[4,3]  0.591847017 0.144326712  0.430256088  0.816752695
#> Sigma[4,4]  0.474644544 0.109112903  0.335259904  0.636288885
#> 
#> 
#> $NLD$A
#> $NLD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.01236747 0.02141806  0.98775790   1.04392997
#> lag1_var2 -0.09689511 0.04901621 -0.15508301  -0.02538648
#> lag1_var3 -0.15409926 0.07851553 -0.25087535  -0.04363146
#> lag1_var4  0.14137016 0.07254973  0.03863137   0.22935388
#> const      0.48781081 0.22038785  0.13012658   0.71256759
#> 
#> $NLD$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.596527 0.8136393  -2.7316867  -0.53752609
#> lag1_var2  3.846615 1.9341917   1.0815220   6.52584770
#> lag1_var3  4.644620 3.0192329   0.2665303   8.65903404
#> lag1_var4 -4.167446 2.8142497  -7.8510917  -0.03537021
#> const     13.441287 8.9339736  -0.1190688  24.85071057
#> 
#> $NLD$A$equation3
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1   1.667802 0.7544387   0.664043344    2.5519281
#> lag1_var2  -3.030902 1.7674780  -5.085333647   -0.3862851
#> lag1_var3  -3.610223 2.8238972  -6.757643124    0.6747857
#> lag1_var4   4.075764 2.6429457  -0.002655105    6.9790855
#> const     -10.389886 8.3365240 -19.230803104    0.7009714
#> 
#> $NLD$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6728866 0.6228722  -0.2388972    1.4495618
#> lag1_var2 -0.9124845 1.3387621  -2.7955538    0.9786523
#> lag1_var3 -1.1650425 2.0824307  -4.0489417    1.7289876
#> lag1_var4  1.9550930 1.9247620  -0.6739935    4.6342055
#> const     -3.6997609 6.1631053 -11.8666643    3.9555752
#> 
#> 
#> 
#> $NOR
#> $NOR$Sigma
#> $NOR$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000246843 0.0001027391 0.0001774082 0.0004144243
#> 
#> $NOR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002316064 0.001220296 -0.00405068 -0.001145217
#> Sigma[2,2]  0.274138581 0.079185728  0.19081697  0.409480538
#> 
#> $NOR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006639683 0.002233261  0.004011242   0.01015087
#> Sigma[3,2] -0.252817869 0.071891125 -0.366928918  -0.15871238
#> Sigma[3,3]  0.689323206 0.145307268  0.515363606   0.90543342
#> 
#> $NOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005403804 0.002194531  0.002386758  0.008797687
#> Sigma[4,2] -0.080350581 0.045599176 -0.147336916 -0.029475086
#> Sigma[4,3]  0.550003136 0.116833726  0.429095335  0.740083673
#> Sigma[4,4]  0.520270365 0.116506819  0.420448445  0.723386271
#> 
#> 
#> $NOR$A
#> $NOR$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.97454029 0.009113312  0.96154963   0.98550157
#> lag1_var2 -0.02227249 0.028483100 -0.05351480   0.02080825
#> lag1_var3 -0.04870574 0.050296178 -0.10294183   0.02632954
#> lag1_var4  0.04750122 0.049563628 -0.02499072   0.09934479
#> const      0.73761365 0.136311445  0.59161988   0.93610069
#> 
#> $NOR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2674292 0.4916947 -0.80532701    0.5441261
#> lag1_var2  2.4780486 1.3092318  0.79863775    4.0756444
#> lag1_var3  2.8889430 2.2433461  0.01513491    5.7368027
#> lag1_var4 -2.8943659 2.1802892 -5.66632385   -0.1639944
#> const      9.0177314 8.6840097 -4.00365878   19.3833877
#> 
#> $NOR$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.09029634  0.6665542   -1.021043    0.7596017
#> lag1_var2 -0.29158658  1.9744103   -2.265993    3.0328703
#> lag1_var3 -0.05502454  3.4378471   -2.949064    5.9210736
#> lag1_var4  0.99247631  3.3406498   -4.781608    3.7439577
#> const      0.19569384 11.1844839   -9.684864   18.7945780
#> 
#> $NOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06911873 0.4160673  -0.6888812    0.4140899
#> lag1_var2  1.01270941 1.4731944  -0.6665248    3.4060197
#> lag1_var3  1.33395652 2.6211629  -1.5478138    5.6714229
#> lag1_var4 -0.37976365 2.5674064  -4.6022240    2.4020256
#> const      4.31067554 6.9226589  -2.7675705   15.0840977
#> 
#> 
#> 
#> $NPL
#> $NPL$Sigma
#> $NPL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005406046 0.0002078166 0.0003538403 0.0008803299
#> 
#> $NPL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004106448 0.002550097 -0.007694599 -0.001267226
#> Sigma[2,2]  0.189058453 0.047304159  0.127485084  0.256524229
#> 
#> $NPL$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00194066 0.001394526  0.0003421419  0.004113837
#> Sigma[3,2] -0.10006067 0.028744363 -0.1423221753 -0.070910713
#> Sigma[3,3]  0.07149610 0.018124233  0.0520089384  0.097768225
#> 
#> $NPL$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0003325545 0.000586304 -0.0004228335  0.001255845
#> Sigma[4,2] -0.0274820631 0.014376593 -0.0466697625 -0.009756947
#> Sigma[4,3]  0.0345511387 0.009279366  0.0224706618  0.046239486
#> Sigma[4,4]  0.0257379070 0.005076773  0.0199673090  0.033441691
#> 
#> 
#> $NPL$A
#> $NPL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.975543199 0.01257034  0.95937408   0.99518418
#> lag1_var2  0.015599389 0.03502941 -0.03681226   0.05874364
#> lag1_var3  0.009411854 0.07702980 -0.09487795   0.11875655
#> lag1_var4 -0.019428889 0.07614869 -0.12796825   0.08347721
#> const      0.896665431 0.21432851  0.63959659   1.22282815
#> 
#> $NPL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3982088 0.3316995 -0.03707776    0.8582143
#> lag1_var2 -0.2798639 0.8493288 -1.18569473    0.9613678
#> lag1_var3 -1.3005883 1.7334513 -3.12113487    1.2905497
#> lag1_var4  1.3096436 1.7053137 -1.22302150    3.0874147
#> const     -1.6367477 5.2803536 -8.00979403    5.8180458
#> 
#> $NPL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2180532 0.1762533 -0.48295855   0.01212504
#> lag1_var2  0.6599107 0.5170834 -0.06869539   1.36462926
#> lag1_var3  1.7044061 1.1037793  0.16356244   3.23445253
#> lag1_var4 -0.7892577 1.0878251 -2.28599405   0.72782491
#> const      4.5268105 2.8701547  1.24358353   8.84938827
#> 
#> $NPL$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.07519813 0.06846439 -0.16671289    0.0084326
#> lag1_var2  0.39142389 0.25518340  0.09197107    0.7851483
#> lag1_var3  0.77471185 0.60593474  0.08670030    1.7084946
#> lag1_var4  0.18521117 0.61080432 -0.75461085    0.9044550
#> const      2.54360821 1.63793583  0.15836432    4.4387679
#> 
#> 
#> 
#> $NZL
#> $NZL$Sigma
#> $NZL$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00032536 5.505074e-05 0.0002520074 0.0003920962
#> 
#> $NZL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006084228 0.002054764 -0.009291164 -0.004117253
#> Sigma[2,2]  0.348216760 0.086909141  0.267771173  0.501426356
#> 
#> $NZL$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007741121 0.00196829  0.005244916   0.01067912
#> Sigma[3,2] -0.335894921 0.06759411 -0.431732222  -0.25179893
#> Sigma[3,3]  0.481262962 0.08088181  0.359946232   0.58568846
#> 
#> $NZL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003859026 0.001170326  0.002148643  0.005273766
#> Sigma[4,2] -0.108520862 0.029104195 -0.141703821 -0.059549391
#> Sigma[4,3]  0.270246774 0.059233082  0.190809974  0.350607975
#> Sigma[4,4]  0.208722542 0.046477823  0.146062039  0.273198793
#> 
#> 
#> $NZL$A
#> $NZL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97719210 0.01692732  0.95574288    1.0038441
#> lag1_var2 -0.03165266 0.03932511 -0.08971614    0.0225339
#> lag1_var3 -0.05166089 0.06240251 -0.14191024    0.0358394
#> lag1_var4  0.04996702 0.05869825 -0.03352921    0.1338213
#> const      0.71273356 0.19029282  0.43553590    0.9554993
#> 
#> $NZL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3425516 0.4624409  -1.0167634    0.1503669
#> lag1_var2  1.3093240 0.9041197   0.0784616    2.5655585
#> lag1_var3  0.7521053 1.4381848  -1.1748580    2.8085598
#> lag1_var4 -0.6871007 1.3499657  -2.5847855    1.1492607
#> const      5.3185514 5.8391780  -2.1255114   12.9770845
#> 
#> $NZL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3807222 0.4757332  -0.2813828    0.8663284
#> lag1_var2 -0.3253777 1.2319514  -1.7640982    1.0644867
#> lag1_var3  0.4584523 1.9315287  -1.7702853    2.6798832
#> lag1_var4  0.4018799 1.8315870  -1.7808220    2.5316185
#> const     -0.1835133 5.1584608  -7.3258216    6.0781809
#> 
#> $NZL$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.2140410 0.3551708  -0.3140021    0.7397049
#> lag1_var2 0.1495630 0.8978518  -1.1443404    1.1944700
#> lag1_var3 0.3787673 1.3922530  -1.5712670    2.0055654
#> lag1_var4 0.5326741 1.3208495  -1.0241269    2.3447096
#> const     1.3341156 2.9599714  -2.5224288    5.4473656
#> 
#> 
#> 
#> $OMN
#> $OMN$Sigma
#> $OMN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000736888 0.0001735796 0.0005169793  0.000956537
#> 
#> $OMN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002647903 0.001715346 -0.005745463 -0.001100292
#> Sigma[2,2]  0.099021518 0.031660766  0.063496091  0.143866895
#> 
#> $OMN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01306384 0.006910746  0.00631358   0.02268810
#> Sigma[3,2] -0.18333404 0.106583652 -0.35234391  -0.08229734
#> Sigma[3,3]  1.16637196 0.376901128  0.75117133   1.72902723
#> 
#> $OMN$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01193631 0.006467521  0.005501346   0.02130120
#> Sigma[4,2] -0.12041160 0.092055661 -0.268736799  -0.03529004
#> Sigma[4,3]  1.08402859 0.332344943  0.722423820   1.56589685
#> Sigma[4,4]  1.04347000 0.302145365  0.721878015   1.46694074
#> 
#> 
#> $OMN$A
#> $OMN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98602469 0.03025808  0.93978136   1.02122851
#> lag1_var2 -0.07057535 0.08798951 -0.16132283   0.07413334
#> lag1_var3 -0.12856540 0.13753937 -0.25862510   0.09532805
#> lag1_var4  0.12471436 0.13138130 -0.08894833   0.24902777
#> const      0.58691670 0.35053442  0.20971453   1.06847328
#> 
#> $OMN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2183329 0.3045650  -0.5897365    0.2630023
#> lag1_var2  1.5908791 0.8015179   0.3075612    2.5451313
#> lag1_var3  1.2128733 1.1733682  -0.6166497    2.6268121
#> lag1_var4 -1.1931801 1.1117149  -2.5494025    0.5319976
#> const      4.6566814 3.5327653  -0.6580104    8.7215595
#> 
#> $OMN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   2.230666 0.9358783   0.9779557     3.508142
#> lag1_var2  -6.717285 2.8190386 -10.2751472    -3.021943
#> lag1_var3 -10.160437 4.1472914 -15.3352935    -4.628964
#> lag1_var4  10.705252 3.9419219   5.4496940    15.685729
#> const     -26.882531 9.4343649 -39.3148777   -14.050544
#> 
#> $OMN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   2.181553 0.8299259   0.9866586     3.251889
#> lag1_var2  -6.210351 2.5023949  -9.4273386    -3.090974
#> lag1_var3 -10.219970 3.6869665 -14.7496967    -5.647385
#> lag1_var4  10.782031 3.5030632   6.4354000    15.074622
#> const     -26.529451 8.3062265 -36.8778970   -14.518688
#> 
#> 
#> 
#> $PAK
#> $PAK$Sigma
#> $PAK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004630025 9.188261e-05 0.0003613408 0.0005950192
#> 
#> $PAK$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002736679 0.002672708 -0.006609813 0.0009282461
#> Sigma[2,2]  0.602605909 0.210456614  0.337432865 0.8928963803
#> 
#> $PAK$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0009654855 0.001548734 -0.001130908   0.00311123
#> Sigma[3,2] -0.1987845171 0.125111761 -0.399339745  -0.06423414
#> Sigma[3,3]  0.2037755727 0.064857996  0.137263209   0.31430684
#> 
#> $PAK$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0005379748 0.001434143 -0.002762631 0.0009162157
#> Sigma[4,2]  0.1099937885 0.075875699  0.012947966 0.2260629304
#> Sigma[4,3]  0.1047221357 0.029590730  0.065127407 0.1448962208
#> Sigma[4,4]  0.1642381087 0.049729829  0.098924261 0.2347885674
#> 
#> 
#> $PAK$A
#> $PAK$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96706486 0.01867373  0.94397861   0.99349960
#> lag1_var2 -0.03035997 0.05039746 -0.09902124   0.02466984
#> lag1_var3 -0.06377448 0.09329063 -0.18936664   0.03872093
#> lag1_var4  0.06680322 0.09101583 -0.03064385   0.19149698
#> const      0.74142376 0.27795178  0.34416438   1.04085565
#> 
#> $PAK$A$equation2
#>                mean        sd   5% quantile 95% quantile
#> lag1_var1  1.008143 0.3769422   0.490531106    1.5043066
#> lag1_var2 -0.574043 0.8092619  -1.329721250    0.7205967
#> lag1_var3 -2.887680 1.5422839  -4.367343904   -0.4241917
#> lag1_var4  2.522376 1.5232433   0.009715029    3.9968836
#> const     -7.516831 4.2654004 -13.773476632   -1.8312280
#> 
#> $PAK$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.005103368 0.3235244  -0.3754538    0.4840266
#> lag1_var2  1.026786284 0.8365295  -0.1051126    2.2515667
#> lag1_var3  2.699823145 1.5099306   0.6678481    4.8785560
#> lag1_var4 -1.871451680 1.5384242  -4.0126738    0.1958265
#> const      8.531215511 5.3491574   1.2884073   15.4822633
#> 
#> $PAK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5203040 0.3344293  0.02224306    0.9055852
#> lag1_var2  0.6278909 0.9768040 -0.79320988    1.8279580
#> lag1_var3  1.0064945 1.7815900 -1.58967717    3.2757309
#> lag1_var4 -0.3541661 1.7712146 -2.51700665    2.3304699
#> const      3.8826903 5.8333433 -5.25217797   11.0096979
#> 
#> 
#> 
#> $PAN
#> $PAN$Sigma
#> $PAN$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002723678 0.001038326 0.001569724  0.004100979
#> 
#> $PAN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06567656 0.02470795 -0.09736854  -0.03614237
#> Sigma[2,2]  2.00814172 0.71509653  1.20415520   3.01897296
#> 
#> $PAN$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.06572878 0.02703843  0.03676918    0.1017959
#> Sigma[3,2] -2.02862650 0.76157574 -3.02156332   -1.1347270
#> Sigma[3,3]  2.51448583 0.98010402  1.35070821    3.8907734
#> 
#> $PAN$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02714084 0.01363096   0.0147662    0.0480205
#> Sigma[4,2] -0.84901029 0.38457800  -1.3954762   -0.4214952
#> Sigma[4,3]  1.35347856 0.58497467   0.7000236    2.2844895
#> Sigma[4,4]  0.88759523 0.38895430   0.4711387    1.5230907
#> 
#> 
#> $PAN$A
#> $PAN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.03786728 0.03264106  1.00430928   1.09185071
#> lag1_var2 -0.04875184 0.05127709 -0.11510091   0.01656599
#> lag1_var3 -0.08498790 0.07771068 -0.18621797   0.01140640
#> lag1_var4  0.06022712 0.06900709 -0.02480216   0.15154877
#> const      0.65504834 0.19823024  0.37570689   0.89709527
#> 
#> $PAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8238691 0.8525427  -2.0141033    0.2053581
#> lag1_var2 -0.2822356 1.3659198  -2.1935596    1.4846240
#> lag1_var3 -1.6599186 2.1269392  -4.7483253    1.0730545
#> lag1_var4  2.0650405 1.9294775  -0.3980935    4.8595680
#> const     -3.7995671 5.3412095 -10.2018217    4.4505862
#> 
#> $PAN$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.544236 0.9171263   0.3911976    2.9756779
#> lag1_var2  1.964567 1.5521533  -0.4257386    3.8499338
#> lag1_var3  4.139454 2.4001582   0.5513028    7.2169286
#> lag1_var4 -3.914411 2.1578847  -6.7368254   -0.8225529
#> const     11.079689 5.8003314   1.9821578   17.7645154
#> 
#> $PAN$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.094773 0.4828496  0.48316860    1.8676559
#> lag1_var2  1.590498 0.9162924  0.04789585    2.4533497
#> lag1_var3  2.796850 1.4131926  0.47749802    4.1489732
#> lag1_var4 -2.323075 1.2839421 -3.56741272   -0.2680393
#> const      7.442586 3.0632044  3.16272641   11.0144879
#> 
#> 
#> 
#> $PER
#> $PER$Sigma
#> $PER$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001704139 0.0004290413 0.001168728  0.002302789
#> 
#> $PER$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02272832 0.006636985 -0.03061234  -0.01412185
#> Sigma[2,2]  0.53178982 0.094262794  0.40428976   0.66964585
#> 
#> $PER$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.06219552 0.01899149  0.03859725   0.08538969
#> Sigma[3,2] -1.28765660 0.26969188 -1.61920081  -0.91047621
#> Sigma[3,3]  4.59987761 0.99579179  3.48915218   6.09207679
#> 
#> $PER$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.04841252 0.01554048  0.02853904   0.06753968
#> Sigma[4,2] -0.95306952 0.22714043 -1.22497218  -0.65261249
#> Sigma[4,3]  3.86141024 0.90465296  2.89114534   5.27723480
#> Sigma[4,4]  3.33747270 0.83431043  2.46587607   4.66555498
#> 
#> 
#> $PER$A
#> $PER$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95657428 0.02078215  0.92924383   0.98037715
#> lag1_var2  0.00275950 0.04298747 -0.05832039   0.05438139
#> lag1_var3 -0.02620137 0.04900626 -0.09477902   0.03089585
#> lag1_var4  0.02836829 0.04509635 -0.02394661   0.09295935
#> const      0.90057022 0.24407506  0.63822483   1.26878526
#> 
#> $PER$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1945693 0.3787313  -0.2638927    0.7725723
#> lag1_var2  0.6794477 0.7062692  -0.2271013    1.5238438
#> lag1_var3  0.6028905 0.8682359  -0.5110091    1.7613194
#> lag1_var4 -0.6384534 0.8064856  -1.7400111    0.4049030
#> const      0.8457585 4.5061432  -6.6307282    5.1665930
#> 
#> $PER$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2422589  0.9337395   -1.600186    0.9584826
#> lag1_var2  0.1246503  1.8897010   -2.706893    2.5017426
#> lag1_var3 -0.8495920  2.2787292   -4.458920    1.9226321
#> lag1_var4  1.8066967  2.1379570   -0.757851    5.2518478
#> const      3.5380318 10.9996873   -7.829951   20.6461445
#> 
#> $PER$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09780345 0.7347276  -1.1560768    0.8798907
#> lag1_var2  0.27493248 1.6424051  -2.2673070    2.3886236
#> lag1_var3 -0.96929618 2.0162871  -4.1223446    1.6012674
#> lag1_var4  1.92028344 1.9053934  -0.4787226    4.9437204
#> const      2.38324501 8.6926931  -7.8877894   14.7295037
#> 
#> 
#> 
#> $PHL
#> $PHL$Sigma
#> $PHL$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001179759 0.0003045067 0.0008806944  0.001689407
#> 
#> $PHL$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.003113781 0.002215967 -0.00632839 -0.0001978704
#> Sigma[2,2]  0.080048104 0.031045762  0.04925749  0.1300976913
#> 
#> $PHL$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01761786 0.006784785  0.009733976   0.02893263
#> Sigma[3,2] -0.04330620 0.040130696 -0.096242921   0.01564706
#> Sigma[3,3]  0.69966399 0.189479634  0.500487740   1.00190620
#> 
#> $PHL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.016066932 0.007691525  0.006461138   0.02843031
#> Sigma[4,2] 0.005128638 0.046389338 -0.037607614   0.08317031
#> Sigma[4,3] 0.691958667 0.191376919  0.502009134   1.00779916
#> Sigma[4,4] 0.714130395 0.192298362  0.544071660   1.03935508
#> 
#> 
#> $PHL$A
#> $PHL$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0135456 0.01742344  0.99153995  1.040042551
#> lag1_var2 -0.1079834 0.08681367 -0.21841031  0.003796056
#> lag1_var3 -0.2256676 0.15031166 -0.43242676 -0.044881528
#> lag1_var4  0.2136471 0.14893124  0.03296148  0.415944152
#> const      0.3192173 0.35942594 -0.14807444  0.764284605
#> 
#> $PHL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3211841 0.1418582  -0.5046552   -0.1421787
#> lag1_var2  1.3823955 0.6137673   0.3449815    2.0035027
#> lag1_var3  1.2753865 1.1120792  -0.4532505    2.4074977
#> lag1_var4 -1.2156214 1.0957814  -2.3086875    0.5030366
#> const      6.0278946 2.7444444   1.8702592    9.2721105
#> 
#> $PHL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1256054 0.4352214  -0.5285805    0.6051862
#> lag1_var2  4.3213684 1.2879160   2.3440575    5.9786837
#> lag1_var3  5.3561274 2.4903579   1.9180950    8.7237997
#> lag1_var4 -4.7639917 2.4080120  -7.9915973   -1.3916104
#> const     15.8053730 6.4687929   8.6436128   25.9932551
#> 
#> $PHL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06952438 0.4726726  -0.8325512    0.4333748
#> lag1_var2  5.10049278 1.4278157   3.1630186    7.0528966
#> lag1_var3  5.96247581 2.7287979   2.5911499    9.9856885
#> lag1_var4 -5.32301313 2.6403477  -9.1698027   -2.0222267
#> const     18.65862308 7.1804129  10.1566896   28.8396102
#> 
#> 
#> 
#> $PNG
#> $PNG$Sigma
#> $PNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002052812 0.0005441504 0.001412574  0.002823717
#> 
#> $PNG$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003619832 0.001541906 -0.005910994 -0.001543213
#> Sigma[2,2]  0.022699535 0.004818297  0.016713568  0.028651541
#> 
#> $PNG$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.0009245903 0.007903985 -0.01020973    0.0115729
#> Sigma[3,2]  0.0829398210 0.028149255  0.05252306    0.1213148
#> Sigma[3,3]  0.9904780779 0.240633307  0.64399274    1.2675401
#> 
#> $PNG$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.003129431 0.008503303 -0.01294815   0.01043859
#> Sigma[4,2]  0.098224005 0.030130776  0.06577732   0.13783363
#> Sigma[4,3]  1.065886239 0.257770136  0.69171420   1.36381512
#> Sigma[4,4]  1.152460351 0.276364878  0.74845662   1.48358424
#> 
#> 
#> $PNG$A
#> $PNG$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9063142 0.03897715  0.86882257   0.97299904
#> lag1_var2  0.2053037 0.15470511 -0.05057871   0.36615980
#> lag1_var3  0.3465824 0.24220022 -0.06721061   0.57892484
#> lag1_var4 -0.3401195 0.23708922 -0.56802233   0.06463181
#> const      1.8524266 0.59675350  0.85252680   2.42018176
#> 
#> $PNG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2359210 0.1287928  0.06348712   0.36875288
#> lag1_var2 -0.2651296 0.4505622 -0.75124648   0.31801288
#> lag1_var3 -1.4396912 0.7774383 -2.37018985  -0.43337349
#> lag1_var4  1.4076928 0.7593874  0.42526418   2.31627921
#> const     -2.5936675 1.9957332 -4.71559995   0.07943289
#> 
#> $PNG$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.6406289  0.7718708  -0.1816561     1.896621
#> lag1_var2  -1.4307315  2.6311012  -5.7854333     1.133875
#> lag1_var3  -3.8454035  4.5788446 -11.8553491    -0.223896
#> lag1_var4   4.7056385  4.4703933   1.1827919    12.526758
#> const     -11.3724262 12.5350065 -30.6590891     3.190736
#> 
#> $PNG$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.8238963  0.8500879  -0.1051741    2.2032338
#> lag1_var2  -1.8855403  2.9135207  -6.6620489    1.0220043
#> lag1_var3  -5.2362967  5.1103443 -14.0915581   -0.9614967
#> lag1_var4   6.0903853  4.9892168   1.9301392   14.7372574
#> const     -14.7612072 13.7048754 -35.9782540    1.5330031
#> 
#> 
#> 
#> $POL
#> $POL$Sigma
#> $POL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003841516 9.745552e-05 0.0002550506 0.0005179676
#> 
#> $POL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01213805 0.004250557 -0.01750149 -0.006347022
#> Sigma[2,2]  2.37632756 0.537498186  1.77060162  3.284468144
#> 
#> $POL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007314559 0.002750543  0.003047065   0.01054233
#> Sigma[3,2] -1.108257766 0.228792436 -1.433558317  -0.82656122
#> Sigma[3,3]  0.684735634 0.119053346  0.516379101   0.83304799
#> 
#> $POL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0004031264 0.001564432 -0.001868002  0.002519701
#> Sigma[4,2] 0.2484402406 0.155581869  0.110388214  0.495536883
#> Sigma[4,3] 0.0733124169 0.031092228  0.034235685  0.116697086
#> Sigma[4,4] 0.2408374191 0.088387210  0.160802596  0.381826002
#> 
#> 
#> $POL$A
#> $POL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.970128097 0.01384353  0.95155653   0.98825160
#> lag1_var2  0.009906337 0.02519064 -0.02421032   0.04082429
#> lag1_var3  0.019282110 0.04550625 -0.04173025   0.07558175
#> lag1_var4 -0.020181755 0.04120082 -0.07208763   0.03586007
#> const      0.896242347 0.15131673  0.69608199   1.10839970
#> 
#> $POL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9607974  1.573577   -3.576452    0.9128336
#> lag1_var2  1.8128063  2.858420   -1.913614    6.3466783
#> lag1_var3  1.5459662  5.148355   -5.110756    9.7080407
#> lag1_var4 -1.2144301  4.640783   -8.567910    4.8457120
#> const      7.0122474 14.763290   -9.464334   32.5077753
#> 
#> $POL$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.9090609 0.8693968   0.04387542    2.2764634
#> lag1_var2 -0.9386033 1.5280393  -3.23411293    0.6703277
#> lag1_var3 -0.6648059 2.7458829  -4.79691005    2.2002024
#> lag1_var4  1.2846810 2.4738971  -1.32573404    5.0201869
#> const     -2.4745356 8.4334101 -16.89282777    6.5140721
#> 
#> $POL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4037877 0.4318145  -0.1354784    0.9657672
#> lag1_var2 -0.3262811 0.8721236  -1.3105966    0.7822119
#> lag1_var3 -0.5138676 1.5860379  -2.3199893    1.4809076
#> lag1_var4  1.3408495 1.4485365  -0.4991823    2.9546983
#> const     -0.6087684 4.2199111  -6.5320552    4.7760601
#> 
#> 
#> 
#> $PRI
#> $PRI$Sigma
#> $PRI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007092283 9.290387e-05 0.0005720113 0.0008324073
#> 
#> $PRI$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009584797 0.004411634 -0.01681169 -0.005124459
#> Sigma[2,2]  1.148221347 0.324341639  0.79726775  1.637914608
#> 
#> $PRI$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00991312 0.00414177  0.005447208   0.01656809
#> Sigma[3,2] -0.66088151 0.23670677 -1.069369898  -0.41521677
#> Sigma[3,3]  0.76238747 0.21127936  0.475364407   1.06633371
#> 
#> $PRI$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.00638378 0.003290669  0.00248427   0.01129905
#> Sigma[4,2] -0.18213716 0.150949291 -0.42702097  -0.01537538
#> Sigma[4,3]  0.55173559 0.164616579  0.32823025   0.78539624
#> Sigma[4,4]  0.55386050 0.157552627  0.35337897   0.75818335
#> 
#> 
#> $PRI$A
#> $PRI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96446441 0.02222104  0.93285440   0.99445421
#> lag1_var2 -0.01470069 0.03161943 -0.05602140   0.02945493
#> lag1_var3 -0.03685542 0.07451835 -0.13393968   0.06811537
#> lag1_var4  0.03771072 0.06576703 -0.05528614   0.12363871
#> const      0.85322179 0.22580750  0.57254532   1.19314709
#> 
#> $PRI$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.161967 0.6516166  -1.8375844  -0.07808976
#> lag1_var2  2.197772 0.9225902   0.6876086   3.29193533
#> lag1_var3  3.010718 2.1299811  -0.5320919   5.40091492
#> lag1_var4 -2.557412 1.8719582  -4.6515521   0.56964007
#> const     10.698635 6.5442497   0.7814248  19.42661237
#> 
#> $PRI$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.907233 0.5890152   0.1836489    1.7404308
#> lag1_var2 -1.266467 0.8755709  -2.5622864   -0.2444097
#> lag1_var3 -1.978261 1.9823783  -4.9420473    0.3455220
#> lag1_var4  2.562565 1.7389963   0.5067570    5.1423048
#> const     -5.215798 5.1430511 -11.7836822    1.7067183
#> 
#> $PRI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4776818 0.5292307  -0.2564770    1.1791875
#> lag1_var2 -0.6957572 0.7809947  -1.7440181    0.3270106
#> lag1_var3 -1.5452998 1.7985085  -3.9713719    0.8108241
#> lag1_var4  2.3363466 1.5730167   0.2718711    4.4395926
#> const     -2.8602390 4.3163012  -7.9434456    3.3923114
#> 
#> 
#> 
#> $PRK
#> $PRK$Sigma
#> $PRK$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006477919 0.000130587 0.0004829894  0.000830476
#> 
#> $PRK$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0005213771 0.0003151659 0.0001927221  0.001069293
#> Sigma[2,2] 0.0077381472 0.0021360894 0.0054892500  0.011037965
#> 
#> $PRK$Sigma$equation3
#>                   mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.00117057 0.001237012 -0.003101015  0.0001444491
#> Sigma[3,2] -0.01598944 0.010792040 -0.033649119 -0.0084208361
#> Sigma[3,3]  0.12809380 0.046281455  0.092314475  0.1992288859
#> 
#> $PRK$Sigma$equation4
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0007693897 0.001123842 -0.002571399  0.0003639365
#> Sigma[4,2] -0.0107725275 0.009919676 -0.026619385 -0.0032523892
#> Sigma[4,3]  0.1200420381 0.040490213  0.088678898  0.1815445772
#> Sigma[4,4]  0.1156295955 0.035081731  0.088790530  0.1694085490
#> 
#> 
#> $PRK$A
#> $PRK$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9517236 0.02572809  0.92004493   0.99415409
#> lag1_var2 -0.0640073 0.06451700 -0.15924176   0.02052898
#> lag1_var3 -0.1722556 0.09678318 -0.29256420  -0.03638255
#> lag1_var4  0.1779716 0.09411859  0.04741074   0.29662534
#> const      0.5176243 0.30254801  0.12155134   0.95963984
#> 
#> $PRK$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1107170 0.1031429  -0.2249867   0.04585796
#> lag1_var2  0.1241279 0.4451087  -0.3143970   0.83366174
#> lag1_var3 -0.6892597 0.6404895  -1.2286937   0.30582363
#> lag1_var4  0.7440110 0.6354757  -0.2468421   1.31014097
#> const     -0.3878732 1.6271157  -2.2301130   2.04468322
#> 
#> $PRK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3380434 0.3160376  -0.1880010    0.6440179
#> lag1_var2  1.4592461 1.4697112  -0.7445223    3.5065509
#> lag1_var3  2.7765177 2.0727698  -0.2956855    5.5352977
#> lag1_var4 -2.0014551 2.0840236  -4.7005062    1.1153141
#> const      8.3429071 5.5599560   0.3772236   15.7030788
#> 
#> $PRK$A$equation4
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.2665161 0.288405  -0.2210214    0.5368983
#> lag1_var2  1.3539335 1.279050  -0.4112333    3.2106166
#> lag1_var3  2.0058721 1.823772  -0.4612881    4.4747090
#> lag1_var4 -1.1766868 1.836251  -3.5957095    1.3546845
#> const      6.8198558 5.092333  -0.5305463   13.9663816
#> 
#> 
#> 
#> $PRT
#> $PRT$Sigma
#> $PRT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008415666 0.0002470372 0.0005851272  0.001195433
#> 
#> $PRT$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01275629 0.003099359 -0.01671635 -0.008527153
#> Sigma[2,2]  0.92253587 0.215676005  0.68871829  1.233830019
#> 
#> $PRT$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01722508 0.004070643  0.01300739   0.02371958
#> Sigma[3,2] -0.81558841 0.225388931 -1.11790259  -0.57959009
#> Sigma[3,3]  1.01597479 0.237722532  0.76279226   1.38352895
#> 
#> $PRT$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0102763 0.004016032  0.006577988   0.01715299
#> Sigma[4,2] -0.2790895 0.119322255 -0.460797598  -0.15300935
#> Sigma[4,3]  0.5620952 0.133099495  0.417361302   0.76128130
#> Sigma[4,4]  0.4220890 0.089116072  0.311272358   0.54145974
#> 
#> 
#> $PRT$A
#> $PRT$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96560054 0.01956894  0.941415438   0.99319162
#> lag1_var2  0.04952561 0.03181493  0.006664238   0.09149598
#> lag1_var3  0.08589826 0.05418073  0.011381062   0.15513611
#> lag1_var4 -0.08819314 0.04950945 -0.151768378  -0.01848175
#> const      1.05932336 0.24586263  0.635871019   1.29144904
#> 
#> $PRT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4027207 0.6499414  -0.4474791   1.22923151
#> lag1_var2 -2.2392175 1.8948039  -4.9898477   0.05200488
#> lag1_var3 -5.2965372 3.2216889  -9.9172186  -1.46648696
#> lag1_var4  5.2849906 3.0361733   1.7126217   9.69837905
#> const     -9.1489361 6.1308072 -17.8851425  -1.39368064
#> 
#> $PRT$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.442435 0.9412208  -0.8988019     1.690750
#> lag1_var2  1.106061 2.4510795  -1.8773720     4.742403
#> lag1_var3  2.893558 4.1127165  -2.0907617     8.966163
#> lag1_var4 -2.152387 3.8442863  -7.9121106     2.434196
#> const      4.141568 8.9257753  -5.3999229    17.933168
#> 
#> $PRT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7511023 0.6798637  -0.3199986     1.540333
#> lag1_var2 -0.6551157 1.7203415  -2.4466755     2.172672
#> lag1_var3 -0.9659215 2.8794932  -3.9272777     3.767643
#> lag1_var4  1.7100591 2.6925290  -2.7398314     4.411883
#> const     -3.6210602 6.9345040 -11.4451390     7.376152
#> 
#> 
#> 
#> $PRY
#> $PRY$Sigma
#> $PRY$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009461786 0.0002607277 0.0007201221  0.001408825
#> 
#> $PRY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01476983 0.004876154 -0.02181208 -0.008356442
#> Sigma[2,2]  1.34754110 0.300328190  0.93918182  1.822793306
#> 
#> $PRY$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005983158 0.005606599 -0.002240503   0.01323966
#> Sigma[3,2] -0.871679901 0.294041342 -1.192802248  -0.46004253
#> Sigma[3,3]  1.591806088 0.293730348  1.187289308   1.98452270
#> 
#> $PRY$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.004293322 0.004690771 -0.01039279  0.002230677
#> Sigma[4,2]  0.067708575 0.227730234 -0.20212721  0.416020406
#> Sigma[4,3]  1.044512127 0.253331558  0.67584947  1.378285442
#> Sigma[4,4]  1.156087385 0.332044073  0.78440981  1.662555140
#> 
#> 
#> $PRY$A
#> $PRY$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.00288792 0.01720827  0.985118836  1.030746209
#> lag1_var2 -0.05029322 0.03800391 -0.106975886 -0.002993198
#> lag1_var3 -0.06916804 0.05455144 -0.153918123 -0.002145242
#> lag1_var4  0.05998233 0.05148770 -0.003523263  0.138666200
#> const      0.61061585 0.13595522  0.407492768  0.803964855
#> 
#> $PRY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2944257 0.4435472  -0.8800522     0.362399
#> lag1_var2  0.1712587 0.9855281  -0.9890352     1.327372
#> lag1_var3 -0.3185453 1.4475411  -1.9676185     1.452906
#> lag1_var4  0.4583370 1.4359958  -1.3187307     2.096178
#> const      0.9149629 4.7302536  -4.0414612     8.355532
#> 
#> $PRY$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.104128 0.6877098   0.1336188    1.8376956
#> lag1_var2  2.460047 1.7453290   0.2097635    4.9641197
#> lag1_var3  3.703676 2.3249054   0.7619638    7.1753281
#> lag1_var4 -3.326635 2.2678539  -6.7150089   -0.3834578
#> const     13.522606 7.8143700   0.8204027   20.8852256
#> 
#> $PRY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9618947 0.4924862   0.1935395   1.48571499
#> lag1_var2  2.3387449 1.8257421   0.3688597   4.80318741
#> lag1_var3  3.1239878 2.5318782   0.3410551   6.61237045
#> lag1_var4 -2.6547223 2.5108588  -6.1425976   0.06590937
#> const     12.9617400 6.8015280   3.1827759  21.87223958
#> 
#> 
#> 
#> $PSE
#> $PSE$Sigma
#> $PSE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005816583 0.001924243 0.003685133  0.008454622
#> 
#> $PSE$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.1134506 0.05989196  -0.1868714  -0.04020938
#> Sigma[2,2]  8.2094692 1.13256248   6.8185696   9.78382772
#> 
#> $PSE$Sigma$equation3
#>                  mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0746141 0.0326950  0.03181085    0.1119724
#> Sigma[3,2] -4.8588135 0.8509664 -6.10912384   -3.9361867
#> Sigma[3,3]  3.3539275 0.5913018  2.70078168    4.2196340
#> 
#> $PSE$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03991251 0.01466721  0.02012933   0.05582629
#> Sigma[4,2] -2.04745608 0.55994198 -2.89525409  -1.42383759
#> Sigma[4,3]  1.84007104 0.34797482  1.45870414   2.37985711
#> Sigma[4,4]  1.34251503 0.19358489  1.15019023   1.62289984
#> 
#> 
#> $PSE$A
#> $PSE$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.90393754 0.06391016  0.817538748    0.9799060
#> lag1_var2  0.04658854 0.03883925 -0.004080996    0.1006234
#> lag1_var3  0.10024408 0.08934076 -0.019402925    0.2230353
#> lag1_var4 -0.07555741 0.06764455 -0.162759633    0.0214625
#> const      1.12579692 0.56172962  0.269282085    1.8194408
#> 
#> $PSE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.6321830  2.252524   -1.788179    4.5296181
#> lag1_var2 -0.6782277  1.155167   -2.516529    0.6492186
#> lag1_var3 -3.5941969  2.583368   -7.713246   -0.6401244
#> lag1_var4  2.9773784  1.744554    1.185083    5.7638438
#> const     -7.6295723 18.082759  -33.444864   15.6303136
#> 
#> $PSE$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.7775061  1.4027394  -2.5445936    0.9939559
#> lag1_var2  0.8896265  0.7021959   0.1113827    2.0088595
#> lag1_var3  2.7934813  1.5503680   1.0499688    5.3113061
#> lag1_var4 -1.5961392  1.0492023  -3.2673274   -0.3868312
#> const      6.6664579 11.1948041  -7.0851276   23.5336810
#> 
#> $PSE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2359484 0.7839362  -1.2860830     0.731121
#> lag1_var2  0.4550145 0.4431497  -0.1902778     1.034891
#> lag1_var3  0.8757043 1.0115572  -0.6007165     2.182230
#> lag1_var4  0.1681775 0.7266767  -0.6868740     1.241206
#> const      1.9546525 6.2414940  -4.6671676    11.952093
#> 
#> 
#> 
#> $PYF
#> $PYF$Sigma
#> $PYF$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005993933 0.0001249788 0.0004449471 0.0007423692
#> 
#> $PYF$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004767396 0.001274482 -0.006898072 -0.003521244
#> Sigma[2,2]  0.062428526 0.018104693  0.042126878  0.091504588
#> 
#> $PYF$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00305366 0.001236956  0.001432479  0.004831264
#> Sigma[3,2] -0.04916723 0.015075925 -0.069361983 -0.030335051
#> Sigma[3,3]  0.07296303 0.015057429  0.056472575  0.096963937
#> 
#> $PYF$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0004137951 0.0007832444 -0.0005967482  0.001649960
#> Sigma[4,2] -0.0161030977 0.0080061152 -0.0283600845 -0.007499594
#> Sigma[4,3]  0.0512516058 0.0108680139  0.0376085386  0.067663423
#> Sigma[4,4]  0.0477247267 0.0090383439  0.0347579102  0.058687509
#> 
#> 
#> $PYF$A
#> $PYF$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95541701 0.02289556  0.92904422   0.98265955
#> lag1_var2  0.01013593 0.04230657 -0.03787872   0.06369863
#> lag1_var3  0.01190749 0.07512055 -0.08744109   0.11974944
#> lag1_var4 -0.01122037 0.06887976 -0.10984050   0.08136277
#> const      0.92397805 0.22255513  0.61672027   1.20556932
#> 
#> $PYF$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1249884 0.1685001  -0.1226377    0.3197236
#> lag1_var2  0.6224330 0.3123195   0.2542712    1.0802213
#> lag1_var3  0.2478590 0.6707607  -0.4996375    1.3033328
#> lag1_var4 -0.2226594 0.6234175  -1.2062822    0.4630378
#> const      1.9238758 2.4024771  -1.1067952    5.3295124
#> 
#> $PYF$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09627813 0.1960677  -0.2093883    0.3361428
#> lag1_var2 -0.11344592 0.2919347  -0.5417168    0.2575431
#> lag1_var3 -0.09049368 0.6764109  -1.1293368    0.6798100
#> lag1_var4  0.93516376 0.6131617   0.2360397    1.8744612
#> const      0.56023607 2.3239789  -2.7790115    3.5881340
#> 
#> $PYF$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1785706 0.1951080  -0.1162223   0.39908660
#> lag1_var2 -0.1435352 0.2782899  -0.4281564   0.32307599
#> lag1_var3 -0.6705775 0.5431252  -1.4359887   0.03677426
#> lag1_var4  1.5577021 0.4828169   0.9311817   2.23929485
#> const     -0.5171586 1.6750923  -2.8866105   1.48907276
#> 
#> 
#> 
#> $QAT
#> $QAT$Sigma
#> $QAT$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00423909 0.001167176  0.00318936  0.006159625
#> 
#> $QAT$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.000168531 0.001422443 -0.001772141  0.002026426
#> Sigma[2,2] 0.011736832 0.003000998  0.008982376  0.016440638
#> 
#> $QAT$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004883767 0.005152817 -0.0005119225   0.01261284
#> Sigma[3,2] -0.025494182 0.005959987 -0.0331464996  -0.01688750
#> Sigma[3,3]  0.267345188 0.055172881  0.2152127134   0.36391555
#> 
#> $QAT$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.005192598 0.004112409  0.0006454933  0.011282695
#> Sigma[4,2] -0.014992254 0.005139924 -0.0229285430 -0.008768569
#> Sigma[4,3]  0.246699975 0.054999905  0.1947845333  0.344384347
#> Sigma[4,4]  0.235910874 0.055875443  0.1840175067  0.336416613
#> 
#> 
#> $QAT$A
#> $QAT$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0221948 0.04061778   0.9766886    1.0848036
#> lag1_var2 -0.2797033 0.12662370  -0.4529036   -0.1037297
#> lag1_var3 -0.4716845 0.22671176  -0.7746048   -0.1518817
#> lag1_var4  0.4686016 0.22293379   0.1532983    0.7641996
#> const     -0.2873434 0.50005545  -1.0530165    0.2813257
#> 
#> $QAT$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09822614 0.05988197  -0.1807729  -0.02143334
#> lag1_var2  0.95046658 0.33638503   0.5230652   1.38994186
#> lag1_var3  0.37519095 0.53901538  -0.3771507   1.06400548
#> lag1_var4 -0.37862518 0.54320189  -1.0847670   0.36968389
#> const      2.92093369 1.10540477   1.3156347   4.34785548
#> 
#> $QAT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6296253 0.2669835   0.2857533    0.9839348
#> lag1_var2 -1.1188676 1.4248550  -2.8845609    1.1158087
#> lag1_var3 -0.8684121 2.1551222  -3.6910283    2.3081257
#> lag1_var4  1.7367372 2.1731430  -1.4726580    4.5970431
#> const     -4.5747322 5.4777184 -11.4972154    3.3833781
#> 
#> $QAT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5470099 0.2248806   0.2607993    0.8546222
#> lag1_var2 -0.4330762 1.2036995  -1.9244029    1.4410855
#> lag1_var3 -0.7100153 1.8139712  -3.1323892    1.9011733
#> lag1_var4  1.5848134 1.8306330  -1.0613112    4.0218274
#> const     -2.9218568 5.0829173  -9.1133431    3.9762562
#> 
#> 
#> 
#> $ROU
#> $ROU$Sigma
#> $ROU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001848754 0.0004133585 0.001480916  0.002499178
#> 
#> $ROU$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00167207 0.003427751 -0.00574958  0.003486211
#> Sigma[2,2]  0.39349084 0.072044610  0.29247503  0.497123012
#> 
#> $ROU$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01457432 0.008714606 -0.02746888 -0.002487344
#> Sigma[3,2] -0.45795096 0.153791934 -0.67898097 -0.290012581
#> Sigma[3,3]  1.95362936 0.285283118  1.51603027  2.318640272
#> 
#> $ROU$Sigma$equation4
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0161209 0.00870699 -0.03021317 -0.004505076
#> Sigma[4,2] -0.2398763 0.12673657 -0.40976246 -0.073518922
#> Sigma[4,3]  1.8045002 0.27592123  1.35442901  2.113303878
#> Sigma[4,4]  1.7855260 0.30264812  1.30439476  2.141415686
#> 
#> 
#> $ROU$A
#> $ROU$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96449480 0.02285755  0.93268020   0.98909020
#> lag1_var2  0.01819543 0.04424266 -0.03267680   0.07047741
#> lag1_var3  0.02176920 0.07518129 -0.06164215   0.11217071
#> lag1_var4 -0.02421414 0.07034724 -0.10924758   0.05352825
#> const      1.05222115 0.33643227  0.74027355   1.57098938
#> 
#> $ROU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1757053 0.2756740  -0.5483959    0.2027930
#> lag1_var2  1.0903010 0.5941627   0.2990093    1.8474678
#> lag1_var3  0.6536945 1.1805396  -0.9737283    2.1562920
#> lag1_var4 -0.5852895 1.1141274  -2.0018243    0.9477118
#> const      2.4047735 4.1075014  -3.4411764    7.8915314
#> 
#> $ROU$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3985317 0.5677986  -0.5019453     1.061371
#> lag1_var2 -0.8917561 1.4837979  -2.4713955     1.483159
#> lag1_var3 -1.0523369 2.6440565  -3.9392129     2.826554
#> lag1_var4  1.8503802 2.4861077  -1.8163984     4.570004
#> const     -1.0404001 8.6870367 -11.1514023    12.390286
#> 
#> $ROU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3579447 0.4734328  -0.4167425    0.8329321
#> lag1_var2 -0.7161118 1.3196708  -2.1447151    1.4150461
#> lag1_var3 -1.4770557 2.2781205  -3.8621373    1.9897068
#> lag1_var4  2.3261116 2.1412378  -0.9425094    4.5973873
#> const     -1.9745460 7.6334808 -10.0689770    9.7328756
#> 
#> 
#> 
#> $RUS
#> $RUS$Sigma
#> $RUS$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002080252 0.0005983937 0.001444762  0.003110573
#> 
#> $RUS$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03325161 0.01271986 -0.05331421  -0.02145295
#> Sigma[2,2]  0.98501120 0.34144619  0.62804955   1.47428266
#> 
#> $RUS$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02990577 0.01344362  0.01869155   0.05133363
#> Sigma[3,2] -0.87617718 0.34389766 -1.39888242  -0.54528577
#> Sigma[3,3]  1.15422252 0.35299164  0.80734212   1.65616941
#> 
#> $RUS$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01067792 0.007766291  0.002235872   0.02284594
#> Sigma[4,2] -0.30376726 0.168137653 -0.564009534  -0.14557156
#> Sigma[4,3]  0.68607750 0.184301512  0.490088167   0.98558487
#> Sigma[4,4]  0.55618747 0.121122055  0.442739426   0.75204989
#> 
#> 
#> $RUS$A
#> $RUS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.10675658 0.02094138   1.0719861    1.1315227
#> lag1_var2 -0.20849481 0.06584101  -0.3108631   -0.1336514
#> lag1_var3 -0.35621551 0.11059187  -0.5251811   -0.2293611
#> lag1_var4  0.30877525 0.10598433   0.1857312    0.4710969
#> const     -0.09075334 0.31095557  -0.4038905    0.3976780
#> 
#> $RUS$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.132245 0.6157675   -2.919378    -1.325843
#> lag1_var2  6.169694 1.8490398    4.130193     9.011208
#> lag1_var3  9.013146 3.1185165    5.600028    13.839636
#> lag1_var4 -8.414713 2.9443331  -12.988127    -5.162574
#> const     24.734045 6.9107842   15.505350    34.014926
#> 
#> $RUS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   2.021289 0.5971717    1.182850    2.7736536
#> lag1_var2  -3.426246 1.8808236   -5.984374   -1.0897796
#> lag1_var3  -4.986949 3.1931420   -9.347804   -0.9853966
#> lag1_var4   5.260799 3.0336011    1.426589    9.3535365
#> const     -13.131075 8.2298612  -23.412949   -0.3145407
#> 
#> $RUS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.75321023 0.3029221   0.2839686     1.106156
#> lag1_var2 0.06105220 0.9536653  -1.1277082     1.393495
#> lag1_var3 0.06118192 1.6518034  -2.0127630     2.381290
#> lag1_var4 0.58934516 1.5890302  -1.6434099     2.591512
#> const     0.34967240 5.5165789  -6.4216443     8.367562
#> 
#> 
#> 
#> $RWA
#> $RWA$Sigma
#> $RWA$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01929621 0.002985128  0.01562533   0.02369221
#> 
#> $RWA$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] 6.693279e-05 0.01100784 -0.01844787   0.01141253
#> Sigma[2,2] 3.748889e-01 0.05346673  0.30757839   0.44400170
#> 
#> $RWA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.02317655 0.02255464 -0.04815981    0.0132575
#> Sigma[3,2] -0.36439616 0.11160874 -0.52290027   -0.2383436
#> Sigma[3,3]  0.82526463 0.15789807  0.62857387    1.0572070
#> 
#> $RWA$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.02672934 0.01978226  -0.0473728  0.005053409
#> Sigma[4,2] -0.16353977 0.10552254  -0.3187653 -0.056167560
#> Sigma[4,3]  0.69303196 0.11946500   0.5151462  0.848432121
#> Sigma[4,4]  0.67700649 0.10263202   0.5221871  0.786351901
#> 
#> 
#> $RWA$A
#> $RWA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98906496 0.04971545   0.9258836    1.0604169
#> lag1_var2  0.05747823 0.14949170  -0.1664209    0.2151837
#> lag1_var3  0.10095432 0.23118848  -0.2272477    0.3542549
#> lag1_var4 -0.11452999 0.23163485  -0.3735433    0.2143206
#> const      1.18122980 0.82330057   0.1363210    2.3028914
#> 
#> $RWA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6670309 0.1480239   0.4481234    0.8525599
#> lag1_var2 -1.3788193 0.4658677  -1.9123827   -0.6286732
#> lag1_var3 -3.7429767 0.8251979  -4.8288243   -2.5952214
#> lag1_var4  3.6703946 0.7900678   2.5820934    4.6752692
#> const     -9.2327739 2.5289799 -12.4317238   -5.7126385
#> 
#> $RWA$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.249458 0.3229105   -1.706457   -0.7702789
#> lag1_var2  5.715960 1.0882880    4.300757    7.2851809
#> lag1_var3 10.478455 1.9722213    7.760711   13.3857589
#> lag1_var4 -9.461564 1.9038023  -12.275250   -6.8871004
#> const     27.644225 4.3579153   23.350257   34.6855467
#> 
#> $RWA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9801105 0.3350316   -1.484507   -0.5544735
#> lag1_var2  5.1553786 1.0822576    3.906636    6.8609938
#> lag1_var3  8.6782898 1.9706088    6.301419   11.8810017
#> lag1_var4 -7.6665905 1.8887551  -10.733171   -5.4176835
#> const     22.8722436 4.2212961   18.292637   29.4411776
#> 
#> 
#> 
#> $SAU
#> $SAU$Sigma
#> $SAU$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001377542 0.0003553603 0.0009806511  0.001917425
#> 
#> $SAU$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003696607 0.002315963 -0.007095507 -0.001170468
#> Sigma[2,2]  0.221367569 0.057071707  0.156025889  0.301264314
#> 
#> $SAU$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008001757 0.003527276  0.003916621   0.01317385
#> Sigma[3,2] -0.033681477 0.082610518 -0.165048029   0.06218198
#> Sigma[3,3]  0.448389513 0.107589011  0.325944593   0.60477908
#> 
#> $SAU$Sigma$equation4
#>                   mean         sd   5% quantile 95% quantile
#> Sigma[4,1] 0.006157124 0.00429496  0.0008990566    0.0121011
#> Sigma[4,2] 0.098714834 0.09583944 -0.0324828186    0.2360676
#> Sigma[4,3] 0.456447414 0.10979384  0.3094015713    0.6186373
#> Sigma[4,4] 0.546134155 0.13734650  0.3517202377    0.7413894
#> 
#> 
#> $SAU$A
#> $SAU$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98422375 0.02610576  0.94515078  1.017527227
#> lag1_var2 -0.05133097 0.04455873 -0.11117701  0.006074312
#> lag1_var3 -0.10716437 0.09307808 -0.22466911  0.020382874
#> lag1_var4  0.10314889 0.08593505 -0.01434961  0.212092472
#> const      0.62817170 0.33455720  0.20433418  1.140185872
#> 
#> $SAU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1335585 0.3390998  -0.5113880    0.4115205
#> lag1_var2  1.0324020 0.7725558  -0.1353422    2.0504638
#> lag1_var3  0.6666131 1.4806875  -1.6484782    2.5543095
#> lag1_var4 -0.6228179 1.3658382  -2.3788306    1.4975150
#> const      3.0058924 3.3735585  -1.9073412    7.0900603
#> 
#> $SAU$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.377105 0.6901439   0.6874217     2.460505
#> lag1_var2  -3.233131 1.2786286  -5.2892981    -1.774816
#> lag1_var3  -5.159206 2.4767990  -9.1324403    -2.389281
#> lag1_var4   5.743986 2.2591055   3.1827133     9.350223
#> const     -14.926511 7.1924640 -25.6434146    -7.536627
#> 
#> $SAU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.425908 0.7916042   0.6366335     2.702938
#> lag1_var2  -3.172285 1.5250474  -5.6476720    -1.379238
#> lag1_var3  -5.715251 3.0110639 -10.5707352    -2.218306
#> lag1_var4   6.317390 2.7543409   3.0758609    10.730596
#> const     -16.195592 7.8406868 -28.0307324    -8.082958
#> 
#> 
#> 
#> $SDN
#> $SDN$Sigma
#> $SDN$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003126062 0.0009623457 0.002234796  0.004599847
#> 
#> $SDN$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0161128 0.009129483 -0.02808099 -0.005425771
#> Sigma[2,2]  1.2881111 0.363888087  0.89985245  1.804596846
#> 
#> $SDN$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0103372 0.005888361  0.004074776   0.01905155
#> Sigma[3,2] -0.7208131 0.209210858 -1.006192839  -0.49217345
#> Sigma[3,3]  0.4323305 0.123466135  0.295335604   0.59315997
#> 
#> $SDN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002740581 0.002104734  0.000820745  0.006148307
#> Sigma[4,2] -0.103762093 0.052709752 -0.180388681 -0.052740199
#> Sigma[4,3]  0.091963739 0.033187699  0.059742695  0.143961555
#> Sigma[4,4]  0.048111935 0.013105858  0.036013984  0.069667144
#> 
#> 
#> $SDN$A
#> $SDN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93978012 0.02206772  0.91129237   0.96791319
#> lag1_var2  0.00211380 0.06663581 -0.09614422   0.07682251
#> lag1_var3 -0.01805694 0.13284730 -0.21716326   0.13564447
#> lag1_var4  0.02725631 0.12809414 -0.11513129   0.21941609
#> const      0.90729997 0.30380240  0.50653954   1.31050408
#> 
#> $SDN$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.5345932  0.9113501  -0.4429955     2.011505
#> lag1_var2 -1.1818180  2.2524578  -4.5451464     1.652075
#> lag1_var3 -3.7780645  4.4487080 -10.4974033     1.815541
#> lag1_var4  3.7627958  4.2291045  -1.6865147    10.032724
#> const     -8.2633217 11.8255568 -24.1205985     8.321621
#> 
#> $SDN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5276466 0.5700979  -1.4919611  0.005022281
#> lag1_var2  1.5145518 1.3346036   0.1223927  3.652630942
#> lag1_var3  3.6484272 2.6378409   0.9741560  7.914715753
#> lag1_var4 -2.6219694 2.5046687  -6.6002364 -0.019695187
#> const      8.9534058 7.5816172   1.0415285 20.299748645
#> 
#> $SDN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3356937 0.2689128  -0.7996169   -0.0806415
#> lag1_var2  0.7476879 0.4959144   0.2652130    1.5619791
#> lag1_var3  1.3994483 0.9995262   0.4169156    3.0298724
#> lag1_var4 -0.3186744 0.9258363  -1.8269743    0.5772600
#> const      3.5284235 3.1638326   0.6756808    8.9395342
#> 
#> 
#> 
#> $SEN
#> $SEN$Sigma
#> $SEN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003493069 9.538954e-05 0.0002263059 0.0004844446
#> 
#> $SEN$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001011928 0.00173962 -0.003835748 0.0009331992
#> Sigma[2,2]  0.258884438 0.04471939  0.197797103 0.3168291237
#> 
#> $SEN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0004614177 0.004120075 -0.006282676  0.004610546
#> Sigma[3,2] -0.5083268707 0.115422362 -0.694873986 -0.377441700
#> Sigma[3,3]  1.7392434927 0.518534002  1.199959747  2.589385236
#> 
#> $SEN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001025686 0.003659286 -0.006440299  0.003110134
#> Sigma[4,2] -0.404426806 0.106069302 -0.571543489 -0.298137137
#> Sigma[4,3]  1.563874060 0.490455570  1.039028189  2.362345982
#> Sigma[4,4]  1.431476889 0.463882983  0.921981951  2.176231266
#> 
#> 
#> $SEN$A
#> $SEN$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.99632520 0.008638262   0.9833461   1.00845612
#> lag1_var2 -0.07023432 0.021264222  -0.1052557  -0.04561946
#> lag1_var3 -0.15979106 0.040558085  -0.2220714  -0.11035936
#> lag1_var4  0.15314567 0.039451312   0.1052619   0.21310850
#> const      0.42620522 0.104277047   0.2919531   0.56108052
#> 
#> $SEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0743645 0.2615647  -0.2895488    0.4613978
#> lag1_var2  1.0356786 0.7780284   0.2590737    2.2116943
#> lag1_var3  0.8247069 1.6623698  -0.9559249    3.4664601
#> lag1_var4 -0.9236152 1.6781258  -3.6042304    0.9073540
#> const      4.3665469 3.8701088   0.4267567   10.9989931
#> 
#> $SEN$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2017436  0.7242723   -1.345185    0.6481896
#> lag1_var2  2.0725995  2.0214881   -1.235905    4.4173521
#> lag1_var3  4.7321186  4.3838881   -2.822400    9.4146104
#> lag1_var4 -3.8266257  4.4251492   -8.649147    3.8428621
#> const      8.5261715 12.0602496   -6.090725   25.9872246
#> 
#> $SEN$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1652278  0.6561901  -1.2140860    0.5879895
#> lag1_var2  2.4849581  1.7521742  -0.4011252    4.5470754
#> lag1_var3  4.9394826  3.7845385  -1.5607202    8.9260904
#> lag1_var4 -4.0622986  3.8167183  -8.1708164    2.5397366
#> const      9.6629171 11.1129153  -3.7226282   25.9392077
#> 
#> 
#> 
#> $SGP
#> $SGP$Sigma
#> $SGP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009579725 0.0002600031 0.0007262928   0.00137079
#> 
#> $SGP$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009125702 0.003202461 -0.01405287 -0.005080833
#> Sigma[2,2]  0.473082387 0.105043111  0.35461078  0.639575381
#> 
#> $SGP$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009607713 0.004040169  0.004956403   0.01552067
#> Sigma[3,2] -0.405462238 0.115162808 -0.550122854  -0.26822887
#> Sigma[3,3]  0.651556911 0.195580889  0.455787403   0.97216146
#> 
#> $SGP$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003775649 0.002672967  0.0008939423  0.007962240
#> Sigma[4,2] -0.092874682 0.071845838 -0.1916557117  0.002748754
#> Sigma[4,3]  0.398398614 0.143518360  0.2895089376  0.638652690
#> Sigma[4,4]  0.352700027 0.112498413  0.2545928119  0.533334212
#> 
#> 
#> $SGP$A
#> $SGP$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.977272026 0.02974869  0.93476667   1.01629550
#> lag1_var2 -0.006139025 0.04781679 -0.06266232   0.05925751
#> lag1_var3 -0.042644104 0.07284958 -0.13030281   0.05530597
#> lag1_var4  0.038644660 0.06658569 -0.05183218   0.11751242
#> const      0.821061060 0.31848255  0.45685378   1.27676377
#> 
#> $SGP$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3764846 0.6163876  -1.1814662    0.4389423
#> lag1_var2  1.5908333 1.4061775  -0.2454333    3.2764362
#> lag1_var3  1.5777718 2.1591187  -1.2896621    4.2895683
#> lag1_var4 -1.4856068 1.9867121  -4.0133099    1.1472142
#> const      5.4970769 4.5635376  -0.1105993   10.8490815
#> 
#> $SGP$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.9537132 0.7185008  -0.04953142    2.0046571
#> lag1_var2 -1.2901329 1.4644652  -3.28212628    0.9419895
#> lag1_var3 -1.4513978 2.2154266  -4.31046521    1.9695972
#> lag1_var4  2.1269374 2.0184697  -1.01443386    4.6931135
#> const     -4.1667502 5.7402216 -11.57199628    3.7737510
#> 
#> $SGP$A$equation4
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  0.7280825 0.588027  -0.1347029     1.435058
#> lag1_var2 -0.4995562 1.246093  -1.8400210     1.489965
#> lag1_var3 -0.8007499 1.892109  -2.8271754     2.258232
#> lag1_var4  1.5521771 1.732046  -1.2559147     3.388219
#> const     -2.0976952 4.719456  -8.6432212     4.075722
#> 
#> 
#> 
#> $SLB
#> $SLB$Sigma
#> $SLB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002538356 0.0008503626 0.001683528  0.003993736
#> 
#> $SLB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004398855 0.001968186 -0.006942951 -0.001615974
#> Sigma[2,2]  0.047044456 0.006871807  0.038387237  0.057568763
#> 
#> $SLB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.003227462 0.002728219 -0.007081195  -0.00006914
#> Sigma[3,2]  0.001359318 0.007404651 -0.006965414   0.01221172
#> Sigma[3,3]  0.067967213 0.017473947  0.045056251   0.09475539
#> 
#> $SLB$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.007100655 0.002569410 -0.01082046 -0.003676434
#> Sigma[4,2]  0.041430339 0.007816885  0.03228637  0.053983370
#> Sigma[4,3]  0.070620493 0.022080752  0.04550475  0.105569509
#> Sigma[4,4]  0.107579630 0.027219151  0.07739036  0.151168053
#> 
#> 
#> $SLB$A
#> $SLB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91543287 0.05349613   0.8436522    0.9873105
#> lag1_var2  0.04834519 0.15537798  -0.1743963    0.2096034
#> lag1_var3  0.09329291 0.20191929  -0.1772832    0.3283904
#> lag1_var4 -0.08344256 0.19989672  -0.3068544    0.1909250
#> const      1.00967830 0.56630628   0.3105931    1.7574272
#> 
#> $SLB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.23686520 0.2229153 -0.01216565  0.561814982
#> lag1_var2  0.05571523 0.6467580 -0.80812393  0.917806690
#> lag1_var3 -1.12614318 0.8610490 -2.29262930  0.001999341
#> lag1_var4  1.07599007 0.8442421 -0.03141260  2.197380222
#> const     -0.71622472 2.3878343 -4.30567614  2.133222259
#> 
#> $SLB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2517170 0.1861113 -0.05492131    0.4571121
#> lag1_var2  0.3798470 0.4242755 -0.23171227    0.9714521
#> lag1_var3  1.1481304 0.5323050  0.32089998    1.8122027
#> lag1_var4 -0.2535026 0.5465831 -0.96402085    0.5809792
#> const      3.2357062 1.9632998  0.35490387    5.6524732
#> 
#> $SLB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4674986 0.2551302  0.19511701    0.8934153
#> lag1_var2  0.1725516 0.5547215 -0.56096132    0.8640060
#> lag1_var3 -0.1085616 0.7161651 -1.10694624    0.7378200
#> lag1_var4  0.9737223 0.7037651  0.09845094    1.8974129
#> const      1.2112714 2.4135887 -2.16356955    4.3754798
#> 
#> 
#> 
#> $SLE
#> $SLE$Sigma
#> $SLE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007241881 0.001755971 0.005345251  0.009711658
#> 
#> $SLE$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00267884 0.002685046 -0.006875338 0.0001755383
#> Sigma[2,2]  0.04443576 0.009409266  0.031380714 0.0586318088
#> 
#> $SLE$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002837441 0.00567462 -0.008384078  0.006601121
#> Sigma[3,2] -0.084837709 0.02562257 -0.125027473 -0.056993544
#> Sigma[3,3]  0.320854015 0.08150095  0.231452881  0.459457979
#> 
#> $SLE$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.004918547 0.005166085 -0.01006276  0.002450452
#> Sigma[4,2] -0.061102411 0.022163713 -0.09731328 -0.039954325
#> Sigma[4,3]  0.281246896 0.070194857  0.20293869  0.400387891
#> Sigma[4,4]  0.254680197 0.060773401  0.18558267  0.355898604
#> 
#> 
#> $SLE$A
#> $SLE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97880573 0.06924914  0.87047808    1.0469428
#> lag1_var2 -0.02639594 0.22741288 -0.29564056    0.3048453
#> lag1_var3 -0.02247236 0.38807155 -0.47654293    0.5411498
#> lag1_var4  0.01893298 0.37739258 -0.52980271    0.4601895
#> const      0.75813650 1.02809192 -0.04905322    2.4296307
#> 
#> $SLE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3659456 0.1556290   0.1452441    0.5691235
#> lag1_var2 -0.5640694 0.5572720  -1.4077595    0.1986735
#> lag1_var3 -2.3269533 0.9559599  -3.6699055   -1.0114130
#> lag1_var4  2.2873829 0.9340350   1.0004309    3.6013674
#> const     -5.0135397 2.4189461  -7.7108741   -1.6485660
#> 
#> $SLE$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.128306 0.3522614  -1.5289136   -0.5644259
#> lag1_var2  2.908806 1.1914142   0.9159696    4.1311275
#> lag1_var3  6.402102 2.1745111   2.9170671    9.1350951
#> lag1_var4 -5.263575 2.1217042  -7.9212586   -1.8539677
#> const     17.452414 5.4109297   9.2532673   23.6590580
#> 
#> $SLE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9521252 0.2902680   -1.266541   -0.5024367
#> lag1_var2  2.4610123 0.9650814    0.861342    3.3471523
#> lag1_var3  4.8787253 1.7768623    2.066789    7.0251115
#> lag1_var4 -3.7328648 1.7333424   -5.818356   -0.9814602
#> const     13.6572175 4.4423212    7.089973   18.8314978
#> 
#> 
#> 
#> $SLV
#> $SLV$Sigma
#> $SLV$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006738135 7.41142e-05 0.0005486359 0.0007551154
#> 
#> $SLV$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.004950013 0.003885706 -0.01043101 -7.038657e-05
#> Sigma[2,2]  0.665966723 0.184609746  0.47692037  9.732961e-01
#> 
#> $SLV$Sigma$equation3
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0170461 0.005899262  0.008999276   0.02397765
#> Sigma[3,2] -0.4901544 0.192231857 -0.778651689  -0.25820838
#> Sigma[3,3]  1.0782840 0.331767507  0.653374780   1.53930507
#> 
#> $SLV$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01494686 0.004270565  0.00909469   0.01959422
#> Sigma[4,2] -0.09005779 0.123960726 -0.29287720   0.04785539
#> Sigma[4,3]  0.82889773 0.252174351  0.52698193   1.15996453
#> Sigma[4,4]  0.82297272 0.200224456  0.59060141   1.09803378
#> 
#> 
#> $SLV$A
#> $SLV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98416086 0.01025967  0.96683808   0.99453757
#> lag1_var2  0.02866611 0.04081224 -0.02366625   0.08828373
#> lag1_var3  0.03466363 0.06506462 -0.04732405   0.13064247
#> lag1_var4 -0.04520605 0.06372464 -0.13890914   0.03572520
#> const      0.99163169 0.14351421  0.83856098   1.22556797
#> 
#> $SLV$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.730656  0.9488282 -2.90068419   -0.6130800
#> lag1_var2  3.398545  2.0734506  0.71204329    5.8653058
#> lag1_var3  4.636488  3.6091185  0.01122053    8.9957403
#> lag1_var4 -4.132358  3.4270254 -8.29090324    0.2607606
#> const     12.804654 11.2107216 -0.27619354   28.2695190
#> 
#> $SLV$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1  1.381681  0.8208545   0.3500975     2.686996
#> lag1_var2  0.944301  2.1342639  -2.6795081     3.448563
#> lag1_var3  1.523158  3.5833845  -4.5070751     5.648024
#> lag1_var4 -1.212675  3.4297779  -5.1959628     4.597916
#> const      5.282275 10.0608498 -12.6594540    14.581714
#> 
#> $SLV$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3472515  0.838882  -0.8162059    1.3155599
#> lag1_var2  2.9029640  1.871160   0.2102888    5.1182381
#> lag1_var3  4.1275637  3.217325  -0.3020160    7.9783905
#> lag1_var4 -3.5037271  3.051615  -7.0860223    0.8037049
#> const     12.0872838 10.173114  -1.3758523   24.7487972
#> 
#> 
#> 
#> $SOM
#> $SOM$Sigma
#> $SOM$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001609522 0.0003680242 0.001061696    0.0020818
#> 
#> $SOM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004392756 0.001127339 -0.005872431 -0.002850926
#> Sigma[2,2]  0.035791809 0.008875208  0.024553934  0.048194247
#> 
#> $SOM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001881865 0.001014491  0.000505895  0.003368216
#> Sigma[3,2] -0.021587203 0.007737541 -0.033154411 -0.013248327
#> Sigma[3,3]  0.020998318 0.007003857  0.014402927  0.032400019
#> 
#> $SOM$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0005755138 0.0008262493 -0.0006162842   0.00167583
#> Sigma[4,2] -0.0108560119 0.0055266693 -0.0195987923  -0.00557033
#> Sigma[4,3]  0.0157496819 0.0052943378  0.0108026428   0.02455534
#> Sigma[4,4]  0.0141484679 0.0041278780  0.0099942222   0.02090913
#> 
#> 
#> $SOM$A
#> $SOM$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0185859 0.03097645   0.9784748   1.06767692
#> lag1_var2 -0.1079348 0.03241379  -0.1528861  -0.06554082
#> lag1_var3 -0.2429671 0.07670045  -0.3399140  -0.12099978
#> lag1_var4  0.2360210 0.06564511   0.1279356   0.31289752
#> const      0.3110563 0.12469437   0.1392793   0.46789500
#> 
#> $SOM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04797515 0.1023373 -0.07680719    0.2059895
#> lag1_var2  0.94786456 0.1501426  0.74154005    1.1302741
#> lag1_var3  0.83048538 0.4451512  0.21986203    1.4391829
#> lag1_var4 -0.76214060 0.3999041 -1.29634913   -0.2104470
#> const      2.97606667 1.0432780  1.39478547    4.1959619
#> 
#> $SOM$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.05039122 0.1162516 -0.187158659    0.1234623
#> lag1_var2  0.07649114 0.1194837 -0.084845710    0.2405778
#> lag1_var3  0.60771225 0.4164732  0.007449042    1.1831150
#> lag1_var4  0.27412447 0.3671573 -0.227033470    0.7886926
#> const      1.18668517 1.0666729 -0.511912712    2.3590242
#> 
#> $SOM$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.05690842 0.10935908  -0.1715453    0.1195442
#> lag1_var2  0.22490465 0.09787832   0.1013290    0.3464962
#> lag1_var3  0.36442399 0.34774325  -0.1422769    0.7903287
#> lag1_var4  0.60067616 0.30763804   0.2274454    1.0641531
#> const      0.58586305 1.05682992  -1.0729367    1.8443792
#> 
#> 
#> 
#> $SRB
#> $SRB$Sigma
#> $SRB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001521517 0.0005196605 0.0009735554   0.00231629
#> 
#> $SRB$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] 0.004106603 0.01327433 -0.01003154   0.02578937
#> Sigma[2,2] 2.887202108 0.72752470  1.83966356   3.86290498
#> 
#> $SRB$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.004104057 0.008591062 -0.00762264   0.01470299
#> Sigma[3,2] -2.067862660 0.647323601 -3.00086231  -1.18516279
#> Sigma[3,3]  2.045425398 0.558833332  1.32390741   2.86319495
#> 
#> $SRB$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.007204953 0.005990483 -2.036241e-05   0.01572578
#> Sigma[4,2] -0.652713227 0.339243153 -1.157548e+00  -0.21748340
#> Sigma[4,3]  1.113478971 0.279772047  7.917348e-01   1.51657491
#> Sigma[4,4]  0.890110254 0.152776414  7.063698e-01   1.12609567
#> 
#> 
#> $SRB$A
#> $SRB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99163231 0.03236586  0.95075038   1.03357951
#> lag1_var2 -0.03509038 0.04520524 -0.09334328   0.02260743
#> lag1_var3 -0.06659822 0.08719844 -0.18009278   0.04270520
#> lag1_var4  0.05752684 0.07663091 -0.03618992   0.15786362
#> const      0.71718496 0.28019913  0.32844319   1.08343449
#> 
#> $SRB$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.035305 0.7238972   -3.110755    -1.030591
#> lag1_var2  4.263336 1.0781482    3.006741     5.996138
#> lag1_var3  6.557746 2.1557942    4.011864    10.020460
#> lag1_var4 -5.938954 1.9573462   -9.085314    -3.600286
#> const     19.513349 9.1056367    7.523353    31.248010
#> 
#> $SRB$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1  1.172104  0.7601798   0.1423168   2.07123048
#> lag1_var2 -1.359607  1.0782300  -2.7992062   0.08407368
#> lag1_var3 -1.587605  2.1039570  -4.4666190   1.21002651
#> lag1_var4  2.212119  1.9312076  -0.3518674   4.86058913
#> const     -8.231685 10.7289331 -20.9927998   6.83343196
#> 
#> $SRB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09836068 0.6050763  -0.5963455    0.9998823
#> lag1_var2  0.56861231 0.8602880  -0.4842926    1.6790106
#> lag1_var3  1.26669408 1.6987315  -0.7819917    3.4427393
#> lag1_var4 -0.27260796 1.5675995  -2.3146562    1.6068568
#> const     -0.18341482 9.2974518 -14.1239448   10.7901281
#> 
#> 
#> 
#> $SSD
#> $SSD$Sigma
#> $SSD$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003932634 0.0005493674 0.003112244  0.004648429
#> 
#> $SSD$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007628809 0.002916123 -0.01051574 -0.003441548
#> Sigma[2,2]  0.156884883 0.045158216  0.11129695  0.229829475
#> 
#> $SSD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008584103 0.003003962  0.004389403   0.01152844
#> Sigma[3,2] -0.158321769 0.050489044 -0.244504705  -0.11104673
#> Sigma[3,3]  0.169882989 0.057465067  0.120710771   0.27224067
#> 
#> $SSD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003761786 0.001326695  0.001822966  0.005396023
#> Sigma[4,2] -0.056608829 0.022728931 -0.097496951 -0.036573093
#> Sigma[4,3]  0.068481382 0.026348354  0.048656058  0.117195018
#> Sigma[4,4]  0.033271011 0.012423214  0.025114303  0.056447027
#> 
#> 
#> $SSD$A
#> $SSD$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9284046 0.03921431  0.86946396   0.97471510
#> lag1_var2 -0.2096334 0.16032237 -0.44992237  -0.00167645
#> lag1_var3 -0.3169461 0.24690252 -0.69392588   0.01864719
#> lag1_var4  0.3350965 0.24285031  0.01078088   0.70927397
#> const      0.1723170 0.48507942 -0.50323948   0.78247737
#> 
#> $SSD$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09961119 0.1700540  -0.0886688    0.3808363
#> lag1_var2  1.84774213 0.9713437   0.7880718    3.4017924
#> lag1_var3  2.05143122 1.5979205   0.3428157    4.5964169
#> lag1_var4 -2.05689224 1.6344004  -4.6627833   -0.2867652
#> const      5.69301207 3.9341273   0.2693873   11.5840882
#> 
#> $SSD$A$equation3
#>                  mean        sd 5% quantile  95% quantile
#> lag1_var1 -0.15540025 0.1480243   -0.403379 -0.0006468716
#> lag1_var2 -0.21090301 1.2074241   -2.186818  1.1012714778
#> lag1_var3  0.06204467 2.0087129   -3.167388  2.2667426956
#> lag1_var4  0.89701659 2.0522263   -1.376549  4.1809546630
#> const      0.79767678 5.1321800   -6.929813  7.3931745307
#> 
#> $SSD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.10310247 0.0647279  -0.1878311  -0.03286611
#> lag1_var2  0.76178331 0.6515198  -0.2660726   1.46800159
#> lag1_var3  1.05108672 1.0855943  -0.6217873   2.28915082
#> lag1_var4 -0.06465418 1.1003552  -1.3139257   1.62124186
#> const      3.13719064 2.9046738  -0.8719631   6.76642339
#> 
#> 
#> 
#> $STP
#> $STP$Sigma
#> $STP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004257273 0.0001209313 0.0003085702 0.0006151805
#> 
#> $STP$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0001131474 0.001908029 -0.003019908  0.002164806
#> Sigma[2,2] 0.2672840767 0.058606830  0.205737649  0.361799330
#> 
#> $STP$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0006608657 0.001364476 -0.002091397  0.001626976
#> Sigma[3,2] -0.1674820945 0.033106132 -0.214931829 -0.125691556
#> Sigma[3,3]  0.1170089183 0.020294710  0.088537610  0.145113573
#> 
#> $STP$Sigma$equation4
#>                     mean           sd 5% quantile  95% quantile
#> Sigma[4,1] -0.0007032197 0.0004537573 -0.00127707 -1.170275e-05
#> Sigma[4,2] -0.0262933413 0.0084410470 -0.03973390 -1.599172e-02
#> Sigma[4,3]  0.0306631691 0.0068953866  0.02355994  4.282898e-02
#> Sigma[4,4]  0.0193505394 0.0033293279  0.01628882  2.516757e-02
#> 
#> 
#> $STP$A
#> $STP$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99149416 0.02279715  0.95135030   1.01368521
#> lag1_var2 -0.01509619 0.04657433 -0.06205983   0.06456645
#> lag1_var3 -0.04489600 0.08756539 -0.13035348   0.10457968
#> lag1_var4  0.03114736 0.08280744 -0.10964122   0.11093556
#> const      0.80483062 0.21633260  0.58120737   1.14970431
#> 
#> $STP$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5787519 0.3181256  -0.9694431   -0.1163905
#> lag1_var2  2.0108681 0.6848468   0.9900027    2.7904806
#> lag1_var3  2.3762425 1.2968456   0.6398549    4.0002940
#> lag1_var4 -2.2465591 1.2505350  -3.8316529   -0.5608197
#> const      8.1947006 4.4008207   2.1296771   14.3307179
#> 
#> $STP$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3452679 0.2224099  0.04281227    0.6383713
#> lag1_var2 -0.4514002 0.4746389 -1.08697673    0.2204601
#> lag1_var3 -0.1861283 0.9046873 -1.47307740    1.0664012
#> lag1_var4  1.0386078 0.8729474 -0.14663121    2.2852728
#> const     -1.4875677 2.9752688 -5.69619222    2.2258993
#> 
#> $STP$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.01549483 0.1125090 -0.11293978    0.1858492
#> lag1_var2 0.34117784 0.2416217 -0.01438520    0.5946748
#> lag1_var3 0.54428532 0.4530526 -0.12275406    1.0113085
#> lag1_var4 0.41721420 0.4338047 -0.02797859    1.0492730
#> const     1.09083755 1.1749970 -0.66543493    2.5276391
#> 
#> 
#> 
#> $SUR
#> $SUR$Sigma
#> $SUR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001763086 0.0006151278 0.001159274  0.002822369
#> 
#> $SUR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01428846 0.004575544 -0.01882456 -0.006233044
#> Sigma[2,2]  1.18800573 0.288635370  0.82498858  1.608931204
#> 
#> $SUR$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02425062 0.007406058  0.01450952   0.03434831
#> Sigma[3,2] -0.74304152 0.167166567 -0.95808174  -0.54945017
#> Sigma[3,3]  0.80259081 0.147243016  0.62118977   1.03432547
#> 
#> $SUR$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01864438 0.006870549  0.01091253   0.02878334
#> Sigma[4,2] -0.18520509 0.100121498 -0.33061463  -0.05225116
#> Sigma[4,3]  0.47897450 0.120373358  0.34507796   0.65430267
#> Sigma[4,4]  0.42048677 0.101385982  0.28313126   0.54885312
#> 
#> 
#> $SUR$A
#> $SUR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.03457141 0.03024148  1.00076634   1.07825047
#> lag1_var2 -0.07794306 0.03756218 -0.13376931  -0.03087557
#> lag1_var3 -0.15001825 0.07648837 -0.26423390  -0.05549526
#> lag1_var4  0.12732814 0.06810048  0.04225745   0.22899988
#> const      0.43801275 0.28690238  0.09988255   0.86499878
#> 
#> $SUR$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.530326 0.9508195  -1.9695577    0.4320283
#> lag1_var2  2.066934 1.3133060   0.3334377    3.7341111
#> lag1_var3  2.957871 2.7115016  -0.7963099    6.5030035
#> lag1_var4 -2.849700 2.4630375  -6.0921968    0.6361313
#> const     10.090514 8.7859496  -0.7193495   22.7415604
#> 
#> $SUR$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.185961 0.8721122   0.1130128    2.5480916
#> lag1_var2 -1.846008 1.0653775  -3.5520267   -0.6935214
#> lag1_var3 -3.151611 2.1458288  -6.6699586   -0.8937381
#> lag1_var4  3.783922 1.8949611   1.7626764    6.9116103
#> const     -9.498148 7.6355573 -20.1141373    0.8468088
#> 
#> $SUR$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.003784 0.6077197   0.1492383    1.8074642
#> lag1_var2 -1.202525 0.6947819  -2.1742688   -0.4319865
#> lag1_var3 -2.455208 1.4268576  -4.4654273   -0.8539305
#> lag1_var4  3.153470 1.2596381   1.7413919    4.9468444
#> const     -6.873309 5.5925087 -12.0835001    2.8421965
#> 
#> 
#> 
#> $SVK
#> $SVK$Sigma
#> $SVK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008535056 0.0002592811 0.0006001781  0.001252964
#> 
#> $SVK$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02546085 0.01043161 -0.04326679  -0.01514255
#> Sigma[2,2]  2.27458168 0.67814869  1.73227391   3.41637644
#> 
#> $SVK$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01784414 0.008466353  0.00883661   0.03181934
#> Sigma[3,2] -1.51379665 0.504659799 -2.38138043  -1.11600227
#> Sigma[3,3]  1.24143428 0.406148869  0.90621977   1.90856317
#> 
#> $SVK$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002847387 0.002934047 -0.001472198  0.006698000
#> Sigma[4,2] -0.175018537 0.140226009 -0.381195159  0.001848762
#> Sigma[4,3]  0.374500321 0.127313993  0.262379874  0.577056456
#> Sigma[4,4]  0.298576197 0.080366926  0.214814088  0.426674795
#> 
#> 
#> $SVK$A
#> $SVK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.980052678 0.01501314  0.96028499   1.00199203
#> lag1_var2 -0.007556248 0.03195935 -0.05446289   0.03087536
#> lag1_var3 -0.016578890 0.05309684 -0.09319871   0.04677797
#> lag1_var4  0.010486081 0.04983251 -0.04698832   0.08295739
#> const      0.868122107 0.19229388  0.57775059   1.08100907
#> 
#> $SVK$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.898259 0.7582405   -3.072370   -0.8973221
#> lag1_var2  4.576850 1.5831642    2.008736    6.5261399
#> lag1_var3  6.228476 2.7320485    1.782804    9.5595736
#> lag1_var4 -5.698177 2.5466091   -8.815496   -1.5738405
#> const     17.078226 8.2945073    5.002454   29.3849138
#> 
#> $SVK$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  1.469176 0.3443522   0.9587459    1.8923413
#> lag1_var2 -1.745270 0.6141175  -2.3349071   -0.7081734
#> lag1_var3 -2.040364 1.0326901  -2.9936729   -0.2818775
#> lag1_var4  2.509277 0.9899862   0.8533857    3.5067007
#> const     -5.585851 6.1174995 -15.1873960    1.2849959
#> 
#> $SVK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3558357 0.4023926 -0.07195172     1.010611
#> lag1_var2  0.7042283 0.8600220 -0.49041410     1.775668
#> lag1_var3  1.2052179 1.4532592 -0.83732171     2.976759
#> lag1_var4 -0.4005279 1.3560073 -2.05519025     1.491204
#> const      2.9689903 4.9297884 -4.71767570     9.603474
#> 
#> 
#> 
#> $SVN
#> $SVN$Sigma
#> $SVN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009349412 0.0002718985 0.0006874179  0.001349687
#> 
#> $SVN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01520436 0.005767617  -0.0229957 -0.008469293
#> Sigma[2,2]  0.59609174 0.119764722   0.4200921  0.746073657
#> 
#> $SVN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01310716 0.004483693   0.0053140   0.01764508
#> Sigma[3,2] -0.45282204 0.118074204  -0.6378305  -0.29033640
#> Sigma[3,3]  0.75918983 0.168409009   0.5266405   0.99866640
#> 
#> $SVN$Sigma$equation4
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004538352 0.00335570  0.0002147716  0.008514741
#> Sigma[4,2] -0.113262266 0.08590406 -0.2381384045  0.002005189
#> Sigma[4,3]  0.530086078 0.13434863  0.3517200255  0.738240948
#> Sigma[4,4]  0.496604320 0.13431653  0.3278791205  0.691972720
#> 
#> 
#> $SVN$A
#> $SVN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99043171 0.01496614  0.96743610   1.00887729
#> lag1_var2 -0.04848204 0.04587141 -0.09465824   0.02254097
#> lag1_var3 -0.08621936 0.08364250 -0.17276509   0.04126512
#> lag1_var4  0.07994409 0.08483373 -0.05124961   0.16397696
#> const      0.61601150 0.26208332  0.37924537   1.01703206
#> 
#> $SVN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.70619375 0.4792581  -1.3963179  0.004114632
#> lag1_var2  1.12435290 1.0159352  -0.1218619  2.448248468
#> lag1_var3  0.27415597 1.8030211  -2.0042053  2.562336108
#> lag1_var4 -0.04436316 1.7497413  -2.2082672  2.124906694
#> const      3.93721976 7.6537673  -4.9994036 14.460290106
#> 
#> $SVN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6374415 0.5148311  -0.2235772    1.0715661
#> lag1_var2  1.6312519 0.9328707   0.2989416    2.7860482
#> lag1_var3  3.9445699 1.7224596   1.5186398    6.1671687
#> lag1_var4 -3.3391551 1.6433354  -5.4040058   -0.9198454
#> const      8.0538573 7.7647005  -1.6898195   20.2884194
#> 
#> $SVN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2274577 0.3925489  -0.3163832    0.6787379
#> lag1_var2  2.1626303 0.7843032   1.3831547    3.2890536
#> lag1_var3  3.9095019 1.4654533   2.5220384    5.9927469
#> lag1_var4 -3.1527025 1.4138326  -5.1689018   -1.8319785
#> const      9.3529346 5.5766888   1.3049144   16.9479225
#> 
#> 
#> 
#> $SWE
#> $SWE$Sigma
#> $SWE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004377324 0.0001039455 0.0003021388 0.0005935123
#> 
#> $SWE$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009417036 0.003377306 -0.01398967 -0.004473609
#> Sigma[2,2]  0.820530787 0.239000625  0.48569602  1.160657842
#> 
#> $SWE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008497155 0.002970179  0.005323867   0.01324641
#> Sigma[3,2] -0.657850776 0.202846987 -0.943138284  -0.40892760
#> Sigma[3,3]  0.673056526 0.182746986  0.450821595   0.91570849
#> 
#> $SWE$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00275392 0.00149583  0.000643417   0.00482478
#> Sigma[4,2] -0.15053337 0.07373928 -0.243666284  -0.04351802
#> Sigma[4,3]  0.27719623 0.07447402  0.182214120   0.39374854
#> Sigma[4,4]  0.19608911 0.05063684  0.156617081   0.28128898
#> 
#> 
#> $SWE$A
#> $SWE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00835087 0.01356026  0.98727647   1.02736008
#> lag1_var2 -0.05073496 0.04448148 -0.10448920   0.01378719
#> lag1_var3 -0.08878928 0.06994901 -0.17147692   0.01373403
#> lag1_var4  0.07493791 0.06682517 -0.02218457   0.15301020
#> const      0.63821488 0.16441192  0.42151612   0.87455945
#> 
#> $SWE$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.496005 0.6236089  -2.2277345   -0.5917358
#> lag1_var2  2.244562 1.8329445   0.0974331    4.8067145
#> lag1_var3  2.600000 2.7790175  -0.5906505    6.4026043
#> lag1_var4 -2.044292 2.6864025  -5.7463815    1.0027597
#> const      7.651149 7.2757304  -1.1177566   18.1720349
#> 
#> $SWE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   2.176343 0.4793764    1.550525    2.8957651
#> lag1_var2  -3.024841 1.5077936   -5.024288   -0.8298646
#> lag1_var3  -4.261274 2.3005338   -7.314784   -0.9290657
#> lag1_var4   4.505097 2.2652486    1.155384    7.4753144
#> const     -12.350347 5.2728025  -19.151140   -5.3640935
#> 
#> $SWE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.311057 0.2074240    1.083892    1.6413378
#> lag1_var2  -2.098521 0.7522781   -3.125120   -0.9996642
#> lag1_var3  -3.397561 1.1866898   -4.972944   -1.6397574
#> lag1_var4   4.000299 1.1871296    2.198512    5.5222311
#> const     -10.134587 2.2578179  -13.733286   -7.4468130
#> 
#> 
#> 
#> $SWZ
#> $SWZ$Sigma
#> $SWZ$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005282932 9.541543e-05 0.0004069597 0.0006601075
#> 
#> $SWZ$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007589621 0.00269557 -0.01038893  -0.00324891
#> Sigma[2,2]  1.394080931 0.34101455  0.98421753   1.92877092
#> 
#> $SWZ$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004404505 0.001764535  0.001611226  0.006214141
#> Sigma[3,2] -0.760373314 0.168396778 -1.020608416 -0.548205015
#> Sigma[3,3]  0.424678241 0.081888937  0.315325074  0.548265484
#> 
#> $SWZ$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0006961729 0.0006772467 -0.0002817422   0.00153703
#> Sigma[4,2] -0.0739502439 0.0192235940 -0.0976062244  -0.04645872
#> Sigma[4,3]  0.0532108309 0.0128551827  0.0356012762   0.07020214
#> Sigma[4,4]  0.0211489207 0.0050654425  0.0143899018   0.02859392
#> 
#> 
#> $SWZ$A
#> $SWZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93952834 0.03058624  0.90245102   0.97637257
#> lag1_var2  0.03474520 0.03895731 -0.01228661   0.08378054
#> lag1_var3  0.06428307 0.07672237 -0.02970746   0.16183280
#> lag1_var4 -0.05882016 0.06777401 -0.14591696   0.02286266
#> const      1.03393573 0.23273739  0.73164669   1.29109205
#> 
#> $SWZ$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.8951787 1.146963  -2.8690416    0.3086504
#> lag1_var2  2.7738283 1.525833   1.2193781    5.2506197
#> lag1_var3  3.5334203 3.042656   0.4415201    8.3706422
#> lag1_var4 -3.3108805 2.685650  -7.4783790   -0.5449796
#> const     10.2299336 6.061079   3.4784496   18.7745297
#> 
#> $SWZ$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  0.513532 0.6122598 -0.08773568   1.57545606
#> lag1_var2 -1.031772 0.8185185 -2.31743570  -0.07995561
#> lag1_var3 -1.076113 1.6324983 -3.58155923   0.81720431
#> lag1_var4  1.886370 1.4422655  0.19630852   4.02295952
#> const     -2.982069 3.1263968 -7.32667819   0.74164785
#> 
#> $SWZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 0.01812490 0.1412475  -0.2067146    0.1879424
#> lag1_var2 0.02827595 0.1815874  -0.2002656    0.3011166
#> lag1_var3 0.02167110 0.3638086  -0.4344383    0.5715481
#> lag1_var4 0.95752455 0.3277131   0.4699295    1.3750689
#> const     0.13106767 1.4368180  -1.8641939    2.1195721
#> 
#> 
#> 
#> $SYR
#> $SYR$Sigma
#> $SYR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006890311 0.002138733 0.004605229    0.0102998
#> 
#> $SYR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06028798 0.02098959 -0.08575033  -0.03474011
#> Sigma[2,2]  1.51632249 0.35771794  1.07585977   2.02253379
#> 
#> $SYR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.06198487 0.02620589  0.03573309    0.1034198
#> Sigma[3,2] -1.20786582 0.30480226 -1.69401394   -0.8895333
#> Sigma[3,3]  1.38963578 0.35269686  1.03312070    1.9934824
#> 
#> $SYR$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.04289241 0.02196798  0.02268252    0.0792415
#> Sigma[4,2] -0.63595094 0.25060508 -1.00860143   -0.3343451
#> Sigma[4,3]  1.00484660 0.29709977  0.74776570    1.4847622
#> Sigma[4,4]  0.85077629 0.24635105  0.63933352    1.2608583
#> 
#> 
#> $SYR$A
#> $SYR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.945730200 0.02146188  0.92697949    0.9815246
#> lag1_var2  0.005147215 0.04104535 -0.06243013    0.0508852
#> lag1_var3  0.016979812 0.09156175 -0.12162853    0.1293383
#> lag1_var4 -0.009147382 0.08153079 -0.11279153    0.1096162
#> const      0.966076835 0.26435641  0.51523493    1.2268508
#> 
#> $SYR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2733674 0.3740536  -0.2913691    0.7535088
#> lag1_var2  0.6256130 0.5579229  -0.2017327    1.2802564
#> lag1_var3 -0.3415043 1.1946168  -2.1667281    1.0621745
#> lag1_var4  0.2382754 1.0752665  -1.0832977    1.8929439
#> const      0.7075852 8.9183423 -11.9854228   12.6604791
#> 
#> $SYR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6725060 0.2687326  -1.0571279   -0.3366976
#> lag1_var2  0.9659199 0.4886231   0.4253278    1.7235092
#> lag1_var3  3.0196762 1.1207455   1.8640909    4.8615213
#> lag1_var4 -1.8279973 1.0229255  -3.5115157   -0.7241322
#> const      5.9560931 6.5844552  -2.3871585   15.2704919
#> 
#> $SYR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5872808 0.2081183  -0.9004322   -0.3516051
#> lag1_var2  1.0401254 0.3339702   0.6257318    1.5361736
#> lag1_var3  2.4146768 0.7755825   1.4612799    3.6340337
#> lag1_var4 -1.2138589 0.7120874  -2.3360815   -0.3264623
#> const      4.5929835 4.0543783   0.5562599   10.6682354
#> 
#> 
#> 
#> $TCD
#> $TCD$Sigma
#> $TCD$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004702418 0.0006470088 0.003793747  0.005568187
#> 
#> $TCD$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00221616 0.001004041 -0.003555857 -0.000947448
#> Sigma[2,2]  0.01583489 0.002819465  0.012002050  0.019963211
#> 
#> $TCD$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0006686395 0.002586792 -0.003813339  0.003147703
#> Sigma[3,2] -0.0250236891 0.007393844 -0.035344455 -0.014148249
#> Sigma[3,3]  0.1040321558 0.024796225  0.079987986  0.143446451
#> 
#> $TCD$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001985435 0.002428761 -0.004688196  0.001289040
#> Sigma[4,2] -0.015615271 0.007027740 -0.024045451 -0.005150314
#> Sigma[4,3]  0.089527248 0.022345855  0.069152665  0.124598007
#> Sigma[4,4]  0.080678798 0.020052045  0.063587470  0.111598799
#> 
#> 
#> $TCD$A
#> $TCD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97614477 0.04654954   0.9118480    1.0342011
#> lag1_var2 -0.06064820 0.22497263  -0.3705539    0.2388676
#> lag1_var3 -0.04146761 0.39588650  -0.5602349    0.5169940
#> lag1_var4  0.03872788 0.39857963  -0.5232174    0.5625059
#> const      0.78972461 1.28035074  -0.9026607    2.5362164
#> 
#> $TCD$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.028510786 0.0760888 -0.06935354    0.1202285
#> lag1_var2  0.480430648 0.4895942 -0.15928570    1.1575523
#> lag1_var3  0.003552547 0.7768442 -1.01908115    1.0021584
#> lag1_var4 -0.024020105 0.7809037 -1.02751566    1.0031476
#> const      1.176551699 2.0054387 -1.34872181    3.6423068
#> 
#> $TCD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4298182 0.1235254  -0.5735742   -0.2571045
#> lag1_var2  2.4057352 0.9447735   0.9886412    3.6836832
#> lag1_var3  3.7850964 1.5502510   1.4687115    5.8549708
#> lag1_var4 -2.8042257 1.5606936  -4.8916470   -0.4792108
#> const     10.0174261 3.5961963   4.7363357   14.6880756
#> 
#> $TCD$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3849318 0.1197348  -0.5381596   -0.2066957
#> lag1_var2  2.5375578 0.8739657   1.3853755    3.7451671
#> lag1_var3  3.4921581 1.4680415   1.4879362    5.4525512
#> lag1_var4 -2.5142066 1.4809045  -4.4905502   -0.4906352
#> const      9.4932093 3.7021018   4.0749061   14.6152841
#> 
#> 
#> 
#> $TGO
#> $TGO$Sigma
#> $TGO$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002923107 0.0007442594 0.002158917  0.004110355
#> 
#> $TGO$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007245503 0.004240097 -0.01273546 -0.001521298
#> Sigma[2,2]  0.119155148 0.022410550  0.09143745  0.154547198
#> 
#> $TGO$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003538718 0.002527007  9.785497e-05  0.007020929
#> Sigma[3,2] -0.070210113 0.015028308 -9.259387e-02 -0.052931248
#> Sigma[3,3]  0.059362062 0.014296687  4.896466e-02  0.085969011
#> 
#> $TGO$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0007766077 0.001929877 -0.003210214  0.001981277
#> Sigma[4,2] -0.0006195882 0.009624641 -0.016398192  0.011367588
#> Sigma[4,3]  0.0190148163 0.008417392  0.009524560  0.032904992
#> Sigma[4,4]  0.0193638411 0.003894033  0.014712003  0.024043827
#> 
#> 
#> $TGO$A
#> $TGO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97774485 0.03316994   0.9436413    1.0335141
#> lag1_var2 -0.01087827 0.15813539  -0.2119927    0.2292316
#> lag1_var3  0.01390562 0.27081855  -0.3539584    0.4077507
#> lag1_var4 -0.02055787 0.26951812  -0.4145880    0.3402499
#> const      0.98547845 0.61179991   0.1075625    1.7731864
#> 
#> $TGO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2141612 0.2035392  -0.4320642    0.1227514
#> lag1_var2  0.6314146 0.9853091  -0.5912550    2.0354923
#> lag1_var3 -0.2668886 1.6583627  -2.4001353    2.0951977
#> lag1_var4  0.3544482 1.6653032  -2.0415758    2.4127220
#> const      0.2354259 4.4078406  -6.3654073    6.2927832
#> 
#> $TGO$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07500395 0.1253117 -0.13196748    0.1894666
#> lag1_var2  1.08253255 0.7329806  0.04053408    1.9071387
#> lag1_var3  2.57751840 1.2319687  0.88121512    3.9641065
#> lag1_var4 -1.72865932 1.2421700 -3.14131180   -0.0155686
#> const      6.66097856 2.8413806  3.41074667   10.8195585
#> 
#> $TGO$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.0447024 0.07873848  -0.1670564   0.04526126
#> lag1_var2  1.2663912 0.35847785   0.7706488   1.81595145
#> lag1_var3  2.0998189 0.62323026   1.2698214   3.08568252
#> lag1_var4 -1.1798904 0.62173636  -2.1614106  -0.35341138
#> const      5.5058389 1.38426864   3.6574670   7.35989315
#> 
#> 
#> 
#> $THA
#> $THA$Sigma
#> $THA$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001259014 0.000260598 0.0008642217  0.001585081
#> 
#> $THA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01060387 0.003337748 -0.01647462 -0.007469705
#> Sigma[2,2]  0.24244103 0.045383997  0.18237475  0.299974426
#> 
#> $THA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008050114 0.002779014  0.005906805   0.01307924
#> Sigma[3,2] -0.170768009 0.037012448 -0.226144140  -0.12374341
#> Sigma[3,3]  0.633954511 0.090542381  0.526195573   0.77533132
#> 
#> $THA$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.0003527864 0.003208107 -0.00261018  0.005304173
#> Sigma[4,2] 0.0062333707 0.049693071 -0.06419948  0.080171547
#> Sigma[4,3] 0.5127723729 0.099910975  0.41676739  0.688176002
#> Sigma[4,4] 0.5209457204 0.119206347  0.42816797  0.737664814
#> 
#> 
#> $THA$A
#> $THA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97183100 0.01672130   0.9525863    0.9983048
#> lag1_var2 -0.02175435 0.09767275  -0.1561414    0.1008932
#> lag1_var3 -0.04599892 0.13857453  -0.2401867    0.1309528
#> lag1_var4  0.04659494 0.13877837  -0.1324104    0.2387362
#> const      0.71906348 0.45396894   0.1371119    1.3317656
#> 
#> $THA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2726427 0.3077256 -0.78570081 -0.002039422
#> lag1_var2  1.7526971 1.5180723  0.17900829  4.268824661
#> lag1_var3  1.6192158 2.1664503 -0.65265726  5.197096991
#> lag1_var4 -1.6074135 2.1433537 -5.15052537  0.634655406
#> const      6.8784759 6.7378325 -0.01731295 18.046500325
#> 
#> $THA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03955942 0.2953126   -0.301800    0.5157519
#> lag1_var2 -0.21359787 1.4724445   -2.014871    1.8142807
#> lag1_var3  0.19671772 2.0206538   -2.458161    2.8884661
#> lag1_var4  0.75805660 2.0227974   -1.930320    3.3960682
#> const      1.45362618 7.6509521   -9.016887   10.2189129
#> 
#> $THA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1390694 0.2149051  -0.3748268    0.2190852
#> lag1_var2  0.8667384 1.3444582  -1.0345221    2.5293505
#> lag1_var3  1.1098106 1.8062441  -1.4459610    3.3820631
#> lag1_var4 -0.1370589 1.8126099  -2.3989574    2.4481132
#> const      5.2585401 5.7609778  -4.6651077   10.8840026
#> 
#> 
#> 
#> $TJK
#> $TJK$Sigma
#> $TJK$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002276487 0.0006157962  0.00172239  0.003327436
#> 
#> $TJK$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002947159 0.00561088 -0.01125337  0.002782754
#> Sigma[2,2]  0.739367198 0.20246680  0.49173961  1.020732247
#> 
#> $TJK$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.001550851 0.002558262 -0.00440353  0.002154752
#> Sigma[3,2] -0.305755348 0.083446086 -0.42920132 -0.215011917
#> Sigma[3,3]  0.192640101 0.032050368  0.15414708  0.237268839
#> 
#> $TJK$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.00302784 0.002363033 -0.006072278 0.0005294244
#> Sigma[4,2]  0.02989977 0.039389941 -0.018742393 0.0869573432
#> Sigma[4,3]  0.06100608 0.021831664  0.028272120 0.0891252135
#> Sigma[4,4]  0.08327963 0.021170726  0.057085012 0.1123023280
#> 
#> 
#> $TJK$A
#> $TJK$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.08930458 0.02722413  1.05709925  1.132001198
#> lag1_var2 -0.08715553 0.06752204 -0.19219612 -0.008845624
#> lag1_var3 -0.26799327 0.15781637 -0.51260173 -0.084461355
#> lag1_var4  0.20987642 0.15278812  0.03070338  0.446790026
#> const      0.24704083 0.42916172 -0.38328210  0.795719693
#> 
#> $TJK$A$equation2
#>                mean       sd 5% quantile 95% quantile
#> lag1_var1 -1.295937 0.406188  -1.7611150  -0.64912348
#> lag1_var2  2.209772 1.050747   0.9509818   3.70632083
#> lag1_var3  3.382740 2.478469   0.3406761   6.88527691
#> lag1_var4 -2.903013 2.446350  -6.3665372   0.08039122
#> const     10.869815 8.013548  -1.6677355  19.71137692
#> 
#> $TJK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4266484 0.2212616  0.09795583    0.6997641
#> lag1_var2 -0.3967478 0.4350670 -0.85181805    0.3089851
#> lag1_var3 -0.1547314 1.0454259 -1.20379851    1.5411134
#> lag1_var4  0.9333221 1.0267194 -0.71774629    1.9991601
#> const     -1.1368724 4.3928568 -5.78792996    5.2623964
#> 
#> $TJK$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1485503 0.1193001 -0.23975625   0.06883928
#> lag1_var2  0.3464365 0.2579450 -0.02951681   0.62784895
#> lag1_var3  0.8139102 0.6015384 -0.07008377   1.46502659
#> lag1_var4  0.2138214 0.5830107 -0.41829503   1.06492691
#> const      2.0818178 2.1002477 -1.41953170   4.20775730
#> 
#> 
#> 
#> $TKM
#> $TKM$Sigma
#> $TKM$Sigma$equation1
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004546599 0.00109106 0.003087037  0.006040233
#> 
#> $TKM$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01836619 0.0108716 -0.03566901 -0.006226057
#> Sigma[2,2]  0.71713467 0.1517088  0.56764884  0.968772118
#> 
#> $TKM$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01819469 0.004929137 -0.02401808  -0.01099963
#> Sigma[3,2] -0.21303202 0.080001351 -0.32216770  -0.10303216
#> Sigma[3,3]  0.39782659 0.046623551  0.32069957   0.44949824
#> 
#> $TKM$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.02976832 0.008043491 -0.04196223  -0.02077882
#> Sigma[4,2]  0.18561114 0.120354639  0.08996357   0.39007494
#> Sigma[4,3]  0.29960664 0.043278018  0.23593325   0.35364490
#> Sigma[4,4]  0.42487192 0.103898885  0.30782545   0.58563334
#> 
#> 
#> $TKM$A
#> $TKM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99177626 0.03492817  0.94272458    1.0331459
#> lag1_var2  0.04800158 0.14145834 -0.09829183    0.2733707
#> lag1_var3  0.06200208 0.26239846 -0.21742970    0.4771335
#> lag1_var4 -0.07728490 0.25804236 -0.48783435    0.1943364
#> const      0.92361724 0.66168839  0.10095104    1.8759912
#> 
#> $TKM$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   0.4373705 0.3623014  -0.08694119    0.9228405
#> lag1_var2  -2.3990761 1.9762037  -4.73253362    0.5768376
#> lag1_var3  -5.8204799 3.6234550 -10.19104068   -0.4058774
#> lag1_var4   5.9571332 3.5810566   0.56860337   10.2361442
#> const     -14.9745849 6.7856198 -22.05646055   -4.5746095
#> 
#> $TKM$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.6092492 0.348837  -1.1110093   -0.1476612
#> lag1_var2  2.3504398 1.382186   0.4342472    4.2806351
#> lag1_var3  5.2841809 2.543894   1.7603655    8.8411862
#> lag1_var4 -4.3000590 2.519306  -7.8189376   -0.7971525
#> const     14.3179907 6.749795   4.9749148   23.7478069
#> 
#> $TKM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3801655 0.3737424  -0.8546701    0.0754481
#> lag1_var2  0.8298675 1.3867337  -1.1567679    2.3384482
#> lag1_var3  1.7385978 2.5627940  -1.9477032    4.5525574
#> lag1_var4 -0.6502534 2.5432308  -3.4286032    2.9960511
#> const      4.8127372 7.9813628  -5.1366080   14.7361936
#> 
#> 
#> 
#> $TLS
#> $TLS$Sigma
#> $TLS$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003136195 0.001015949 0.002169687   0.00464783
#> 
#> $TLS$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001950851 0.001926458 -0.004772592  0.000141377
#> Sigma[2,2]  0.076030620 0.019380554  0.051395141  0.103835919
#> 
#> $TLS$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.008878376 0.007547273 -0.01957096 0.0003956878
#> Sigma[3,2] -0.007795995 0.031047722 -0.05466195 0.0198910055
#> Sigma[3,3]  0.243709745 0.059130458  0.16422927 0.3162946455
#> 
#> $TLS$Sigma$equation4
#>                   mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.01054684 0.007912827 -0.020390796 -0.0005471819
#> Sigma[4,2]  0.04448886 0.023646417  0.007459148  0.0672087985
#> Sigma[4,3]  0.24694824 0.056560195  0.159817466  0.3105786791
#> Sigma[4,4]  0.28647497 0.058349571  0.196664665  0.3494751753
#> 
#> 
#> $TLS$A
#> $TLS$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9917184 0.02523148  0.95111966   1.01786274
#> lag1_var2 -0.1978581 0.18033854 -0.45672524   0.02687557
#> lag1_var3 -0.2970648 0.25773644 -0.64507164   0.05601154
#> lag1_var4  0.2972953 0.26327450 -0.06182065   0.65536161
#> const      0.1773182 0.76667645 -1.03969722   1.02779371
#> 
#> $TLS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1592668 0.1081573  -0.3284696  -0.02930012
#> lag1_var2  0.6849437 0.6702119  -0.3267488   1.52402617
#> lag1_var3 -0.5037021 1.0783336  -2.0841801   0.89941133
#> lag1_var4  0.5349838 1.0765611  -0.8630243   2.11790912
#> const      1.0750330 2.0849832  -1.5973043   4.23737078
#> 
#> $TLS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1113466 0.1999972  -0.3475630    0.1793264
#> lag1_var2  1.9163539 0.9722902   0.3248725    2.9899208
#> lag1_var3  3.8941240 1.4741458   1.5161771    5.5380005
#> lag1_var4 -3.0024242 1.4519540  -4.6387744   -0.6560568
#> const      9.8081579 3.8979831   4.6367763   15.5843414
#> 
#> $TLS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2254233 0.2358642  -0.5140012    0.1223137
#> lag1_var2  2.2281880 1.0457043   0.3953420    3.2376816
#> lag1_var3  3.3386796 1.6251776   0.6350895    5.0408882
#> lag1_var4 -2.4074584 1.5999538  -4.0872749    0.2780504
#> const      9.4480605 4.0570255   3.7196346   15.1688615
#> 
#> 
#> 
#> $TON
#> $TON$Sigma
#> $TON$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007363148 0.0001648736 0.0005338068 0.0009909529
#> 
#> $TON$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.003455515 0.002292686 0.0001250951  0.005911417
#> Sigma[2,2] 0.241632553 0.059344189 0.1831635156  0.344615199
#> 
#> $TON$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002369312 0.002342615 -0.005298748  0.001058117
#> Sigma[3,2] -0.120110803 0.061329045 -0.214865991 -0.057977694
#> Sigma[3,3]  0.210094312 0.078483563  0.141783103  0.331955437
#> 
#> $TON$Sigma$equation4
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003938017 0.00246792 -0.002931866  0.003550334
#> Sigma[4,2]  0.0186155886 0.05186450 -0.044840360  0.095337193
#> Sigma[4,3]  0.1439662128 0.05586015  0.078448380  0.237995195
#> Sigma[4,4]  0.1576150982 0.05241901  0.099407417  0.244627352
#> 
#> 
#> $TON$A
#> $TON$A$equation1
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9526985981 0.0322037   0.9038147    0.9903687
#> lag1_var2  0.0008223472 0.1016385  -0.1153538    0.1469650
#> lag1_var3  0.0073895230 0.1768104  -0.2009876    0.2643597
#> lag1_var4 -0.0059821334 0.1750582  -0.2611385    0.1996549
#> const      0.8834647542 0.5198580   0.2463173    1.6519894
#> 
#> $TON$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2102510 0.3599358  -0.3148678    0.6536958
#> lag1_var2 -0.3266028 1.4328612  -1.9517825    1.8809495
#> lag1_var3 -2.0037014 2.4410426  -4.8025448    1.7154061
#> lag1_var4  2.0163980 2.4161074  -1.6672327    4.7905758
#> const     -4.4077834 5.4135760 -11.1014657    3.6436584
#> 
#> $TON$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.112564 0.2977095   -1.420696   -0.7065169
#> lag1_var2  3.743071 1.3913259    2.159504    5.4381027
#> lag1_var3  7.452952 2.3673679    4.812817   10.3808333
#> lag1_var4 -6.409405 2.3618176   -9.358890   -3.7897761
#> const     19.235963 5.6976708   11.851204   26.0910600
#> 
#> $TON$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9949501 0.3307892   -1.367282   -0.4431994
#> lag1_var2  3.4294443 1.3067013    1.481647    5.0940852
#> lag1_var3  6.0869790 2.2486019    2.739858    8.9870639
#> lag1_var4 -5.0178546 2.2293558   -7.894299   -1.7138121
#> const     15.7241272 5.5696342    6.991971   21.6632287
#> 
#> 
#> 
#> $TTO
#> $TTO$Sigma
#> $TTO$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00158957 0.0003713081  0.00109675  0.002097652
#> 
#> $TTO$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002950797 0.003602849 -0.007301308  0.002725201
#> Sigma[2,2]  0.372480997 0.103227464  0.284139454  0.556053727
#> 
#> $TTO$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01763425 0.00398147  0.01165239   0.02244552
#> Sigma[3,2] -0.27839349 0.09219008 -0.38627166  -0.13827280
#> Sigma[3,3]  0.65318165 0.11982311  0.49292262   0.83995046
#> 
#> $TTO$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.01655658 0.004101216  0.01141086   0.02131727
#> Sigma[4,2] -0.06399365 0.079486929 -0.15679461   0.06668679
#> Sigma[4,3]  0.52035732 0.124573886  0.37305847   0.68648579
#> Sigma[4,4]  0.51394293 0.130861924  0.36690273   0.70970706
#> 
#> 
#> $TTO$A
#> $TTO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98581782 0.03044951  0.94925309   1.03342657
#> lag1_var2 -0.08582931 0.05719533 -0.17548931  -0.01029297
#> lag1_var3 -0.15083544 0.09801774 -0.30477658  -0.02283251
#> lag1_var4  0.14838360 0.09264246  0.02611604   0.29450169
#> const      0.46767666 0.38702299 -0.18516973   0.88086710
#> 
#> $TTO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7010472 0.3326891   -1.190938   -0.2563176
#> lag1_var2  3.2621400 0.5421155    2.544984    4.0519843
#> lag1_var3  3.9608745 0.9647822    2.695079    5.3728623
#> lag1_var4 -3.8430816 0.9059989   -5.154198   -2.6522163
#> const     10.0460406 4.2970640    4.982045   16.2064217
#> 
#> $TTO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4707343 0.5645897  -0.3737297    1.2299225
#> lag1_var2 -1.6896882 0.9371599  -2.8546977   -0.3760719
#> lag1_var3 -2.0533597 1.6406073  -4.1131646    0.2658190
#> lag1_var4  2.9575513 1.5288433   0.8170690    4.8476786
#> const     -6.5293388 6.6890409 -15.0596540    3.3100483
#> 
#> $TTO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1298718 0.4736173  -0.6011325    0.6735052
#> lag1_var2 -0.1848626 0.8346692  -1.2283498    1.0200624
#> lag1_var3 -0.4491180 1.4453484  -2.2611572    1.6699847
#> lag1_var4  1.4325853 1.3390263  -0.5138024    3.1117534
#> const     -2.9897074 5.0463867  -8.8302636    4.3463225
#> 
#> 
#> 
#> $TUN
#> $TUN$Sigma
#> $TUN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006833066 0.0001590894 0.0004736912 0.0009048967
#> 
#> $TUN$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0147355 0.004983829 -0.02034985 -0.008085472
#> Sigma[2,2]  1.0342852 0.286012535  0.67809701  1.478554051
#> 
#> $TUN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01128225 0.003384439  0.006983609   0.01628069
#> Sigma[3,2] -0.48779365 0.130516847 -0.685252549  -0.34062900
#> Sigma[3,3]  0.44356416 0.127036403  0.321174857   0.64804847
#> 
#> $TUN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005232613 0.002673729  0.001677286  0.009362384
#> Sigma[4,2] -0.002222852 0.151760179 -0.206806189  0.223906870
#> Sigma[4,3]  0.256035647 0.096924053  0.143131349  0.415298100
#> Sigma[4,4]  0.304735939 0.054836735  0.237146392  0.384931356
#> 
#> 
#> $TUN$A
#> $TUN$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.94360063 0.01624804  0.924681346  0.968298681
#> lag1_var2  0.04020167 0.03175506 -0.005884929  0.087466346
#> lag1_var3  0.08617057 0.06484422 -0.008359751  0.180838905
#> lag1_var4 -0.08065646 0.05801175 -0.167089709  0.001676139
#> const      1.14205300 0.07730137  1.044628847  1.246016913
#> 
#> $TUN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6665191 0.7719517  -0.4353161     1.601599
#> lag1_var2 -0.4474142 1.2850663  -1.8820493     1.581180
#> lag1_var3 -2.2373674 2.6051336  -5.0850280     1.940941
#> lag1_var4  2.1329881 2.3907688  -1.6921193     4.792250
#> const     -5.2196204 7.0178614 -13.7977446     4.129078
#> 
#> $TUN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3897961 0.4983323  -1.1440762   0.08985817
#> lag1_var2  1.1514861 0.7229589   0.3760621   2.27329819
#> lag1_var3  3.0450499 1.5828841   1.2426543   5.49245354
#> lag1_var4 -2.0730774 1.4116673  -4.2286917  -0.43510875
#> const      7.8324194 4.2609079   2.6154839  13.93125369
#> 
#> $TUN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1138279 0.2898152 -0.51433592    0.2206114
#> lag1_var2  0.7715430 0.4448858  0.08891448    1.2987227
#> lag1_var3  1.6303444 0.9232974  0.45292399    2.9414043
#> lag1_var4 -0.6619379 0.8161133 -1.77625595    0.4461075
#> const      4.1255675 3.0371094  1.14227772    9.0985684
#> 
#> 
#> 
#> $TUR
#> $TUR$Sigma
#> $TUR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001754822 0.0002820759 0.001485304  0.002203218
#> 
#> $TUR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02140436 0.01198555 -0.04002259 -0.006371982
#> Sigma[2,2]  1.21129888 0.34845573  0.75113353  1.695075538
#> 
#> $TUR$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.002694688 0.01552793  -0.0164672   0.02488809
#> Sigma[3,2] -0.896500288 0.41430135  -1.4599312  -0.38797557
#> Sigma[3,3]  2.119163614 0.44967683   1.5521802   2.74879121
#> 
#> $TUR$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.008006554 0.01231259  -0.0237969   0.00935948
#> Sigma[4,2] -0.346674600 0.31795409  -0.7702635   0.08937240
#> Sigma[4,3]  1.878610998 0.39545532   1.4682188   2.40329401
#> Sigma[4,4]  1.915660343 0.43056341   1.4556941   2.55780171
#> 
#> 
#> $TUR$A
#> $TUR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.968500784 0.02051626  0.94454431   1.00064390
#> lag1_var2  0.011085953 0.03797921 -0.05372602   0.05161672
#> lag1_var3 -0.001732376 0.07167070 -0.12340181   0.07132219
#> lag1_var4  0.002689052 0.06599797 -0.06671292   0.11452445
#> const      0.726941705 0.30126698  0.31184963   1.09293471
#> 
#> $TUR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8292197 0.5666054  0.05040991    1.5164196
#> lag1_var2 -0.4832854 0.9326404 -1.76374086    0.6318264
#> lag1_var3 -2.0832721 1.6481151 -4.46713711   -0.1559356
#> lag1_var4  1.7829488 1.4966046  0.06424363    3.9095388
#> const     -2.7661687 6.5542507 -8.76819588    8.1728523
#> 
#> $TUR$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.01080283 0.4810706  -0.49999490    0.7586030
#> lag1_var2  0.48196273 0.5899677  -0.34536750    1.3129066
#> lag1_var3  1.51684616 1.1341791  -0.04940409    3.1663517
#> lag1_var4 -0.58652635 1.0572710  -2.09940277    0.9104711
#> const      0.81853867 9.0357083 -13.47094663   11.1605267
#> 
#> $TUR$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5489321 0.4067007   0.06429195    1.0881469
#> lag1_var2 -0.2247733 0.6358732  -1.17447984    0.6315381
#> lag1_var3 -0.4445792 1.2497899  -2.17406864    1.2415885
#> lag1_var4  1.2217080 1.1577086  -0.32160106    2.8140570
#> const     -3.7031921 8.1363030 -14.82555317    7.7361208
#> 
#> 
#> 
#> $TWN
#> $TWN$Sigma
#> $TWN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005070821 0.0001583989 0.0003479303 0.0007713584
#> 
#> $TWN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007051523 0.002801593 -0.01120059 -0.004144091
#> Sigma[2,2]  0.246353913 0.074488073  0.15948500  0.361159335
#> 
#> $TWN$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.00685682 0.002491653  0.00417479   0.01067067
#> Sigma[3,2] -0.20372745 0.061981446 -0.28935169  -0.12585878
#> Sigma[3,3]  0.20596756 0.051131673  0.14231039   0.26725548
#> 
#> $TWN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002894236 0.001066278  0.001567894  0.004472679
#> Sigma[4,2] -0.063389505 0.022631292 -0.088604999 -0.030072331
#> Sigma[4,3]  0.091101765 0.018554774  0.066015126  0.113805447
#> Sigma[4,4]  0.056254132 0.009160964  0.043974692  0.066967189
#> 
#> 
#> $TWN$A
#> $TWN$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.93660293 0.01081899  0.920094839   0.94955252
#> lag1_var2  0.03339302 0.03180692 -0.001008015   0.07976972
#> lag1_var3  0.03538409 0.05579377 -0.023807739   0.12221394
#> lag1_var4 -0.02268601 0.05660774 -0.114240645   0.03680873
#> const      0.96246087 0.13525680  0.798966467   1.16942884
#> 
#> $TWN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.56896667 0.1358187   0.4000119    0.7616401
#> lag1_var2  0.43704064 0.6543029  -0.5374027    1.2041874
#> lag1_var3 -0.29515974 1.1567238  -1.9321421    1.1755707
#> lag1_var4  0.03478327 1.1913592  -1.4536696    1.7398253
#> const      1.34133191 3.1323904  -3.3012987    5.3334681
#> 
#> $TWN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1458341 0.1489727  -0.3806020   0.03815472
#> lag1_var2  0.1616086 0.7282241  -0.5839149   1.32510471
#> lag1_var3  0.8355894 1.2752963  -0.5126124   2.81414978
#> lag1_var4  0.1942390 1.3011114  -1.8376938   1.55877028
#> const      1.2503630 3.4010683  -1.9333693   6.72783354
#> 
#> $TWN$A$equation4
#>                mean        sd  5% quantile 95% quantile
#> lag1_var1 0.1960184 0.1115880  0.009914724    0.3237465
#> lag1_var2 0.1975470 0.4898859 -0.438234112    0.8657010
#> lag1_var3 0.2845075 0.8247728 -0.788669667    1.4053805
#> lag1_var4 0.6133086 0.8287659 -0.516422887    1.6884422
#> const     0.5974813 1.8809743 -1.219239054    3.4353390
#> 
#> 
#> 
#> $TZA
#> $TZA$Sigma
#> $TZA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004759717 0.0001022513 0.0003314865   0.00061762
#> 
#> $TZA$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001839324 0.0008833341 -0.002745071 -0.0006112087
#> Sigma[2,2]  0.053401831 0.0105952976  0.041416413  0.0702001014
#> 
#> $TZA$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002259433 0.001095741  0.0003238864  0.003318391
#> Sigma[3,2] -0.046704305 0.020905326 -0.0801875909 -0.026241814
#> Sigma[3,3]  0.192390870 0.053274418  0.1323451515  0.265580956
#> 
#> $TZA$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0006760737 0.0008907324 -0.0004729121  0.001912715
#> Sigma[4,2] -0.0013223034 0.0139053459 -0.0237935042  0.013641252
#> Sigma[4,3]  0.1577028534 0.0422196560  0.1114956059  0.218432340
#> Sigma[4,4]  0.1618348513 0.0375142089  0.1216283332  0.222761286
#> 
#> 
#> $TZA$A
#> $TZA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98609032 0.01615047  0.96175724   1.00607169
#> lag1_var2 -0.05980881 0.06984064 -0.14575368   0.03523953
#> lag1_var3 -0.04150402 0.09206513 -0.15251266   0.08511294
#> lag1_var4  0.03944319 0.09017309 -0.08429345   0.14833738
#> const      0.63399436 0.28427009  0.32463341   1.09672076
#> 
#> $TZA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0492462 0.0483555 -0.11119888   0.01298207
#> lag1_var2  0.6694633 0.4479107 -0.01822349   1.19418802
#> lag1_var3 -0.1182064 0.5019756 -0.81480360   0.49241288
#> lag1_var4  0.1341206 0.4942273 -0.46108689   0.83319331
#> const      0.5009496 1.0882383 -0.83087299   2.28028152
#> 
#> $TZA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2591106 0.1844393 -0.52470577  -0.03409575
#> lag1_var2  1.2586298 0.9174850 -0.07907094   2.32465245
#> lag1_var3  2.1604907 1.2130828  0.37454064   3.63644005
#> lag1_var4 -1.1788978 1.1924279 -2.60635672   0.59134540
#> const      6.8619395 3.5793350  1.27428710  10.86413621
#> 
#> $TZA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3125901 0.1814221  -0.5601859  -0.06912538
#> lag1_var2  1.5745207 0.8533751   0.2599554   2.57856821
#> lag1_var3  1.7653995 1.1732326  -0.1114419   3.18074600
#> lag1_var4 -0.7510698 1.1562822  -2.1427725   1.10838690
#> const      5.9440117 3.8168445   0.6623661  10.71399657
#> 
#> 
#> 
#> $UGA
#> $UGA$Sigma
#> $UGA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005821617 0.0001627664 0.0004093889 0.0008575297
#> 
#> $UGA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.001460125 0.001124739 -0.00273055 0.0002474399
#> Sigma[2,2]  0.150979602 0.028532574  0.11674549 0.1961656434
#> 
#> $UGA$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001977519 0.0007179393  0.0007698873  0.002724915
#> Sigma[3,2] -0.116510327 0.0218534666 -0.1471626879 -0.087754375
#> Sigma[3,3]  0.106894224 0.0197396459  0.0797881879  0.131790519
#> 
#> $UGA$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0009910757 0.0003273085  0.0006571547  0.001495396
#> Sigma[4,2] -0.0112187675 0.0083854102 -0.0191032700  0.002225727
#> Sigma[4,3]  0.0263115612 0.0079513199  0.0148448022  0.037627000
#> Sigma[4,4]  0.0192067140 0.0039411352  0.0151841936  0.025247518
#> 
#> 
#> $UGA$A
#> $UGA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98548971 0.00696941   0.9770767   0.99532301
#> lag1_var2 -0.02731958 0.06822259  -0.1260305   0.06789584
#> lag1_var3 -0.03617427 0.10996021  -0.1900117   0.12636365
#> lag1_var4  0.03137098 0.11326476  -0.1346093   0.18909760
#> const      0.74637611 0.28773728   0.3854603   1.17656609
#> 
#> $UGA$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.04390882 0.08949805  -0.1817538   0.05925253
#> lag1_var2  0.13737670 0.58893202  -0.5174101   1.15072718
#> lag1_var3 -0.59902916 0.80944614  -1.4661527   0.72614350
#> lag1_var4  0.64375116 0.83266616  -0.7159884   1.56380524
#> const     -0.69059603 2.60938250  -4.4612497   2.31208934
#> 
#> $UGA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04506814 0.0576619  -0.0246650    0.1113770
#> lag1_var2  1.56842360 0.4735719   0.8116213    2.0936401
#> lag1_var3  2.80494293 0.7204872   1.7709470    3.6927812
#> lag1_var4 -1.93506213 0.7478774  -2.8350982   -0.8568073
#> const      7.07680956 2.1784207   4.5739731   10.1504450
#> 
#> $UGA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.01408596 0.03772945 -0.03998045   0.05898316
#> lag1_var2  1.48031553 0.23142571  1.19732311   1.86161719
#> lag1_var3  2.12371025 0.36098791  1.65873262   2.69075860
#> lag1_var4 -1.20496920 0.37092231 -1.77690309  -0.72630392
#> const      5.37330417 1.21426872  3.64808781   7.03539049
#> 
#> 
#> 
#> $UKR
#> $UKR$Sigma
#> $UKR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007485467 0.0006135145  0.00655395  0.008271407
#> 
#> $UKR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02388137 0.01190534 -0.04303063  -0.01320146
#> Sigma[2,2]  1.03126620 0.29083191  0.67786870   1.50563923
#> 
#> $UKR$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03447881 0.006977534  0.02904002   0.04558525
#> Sigma[3,2] -0.66192747 0.201399240 -1.00168432  -0.41794848
#> Sigma[3,3]  0.56859214 0.145063493  0.38708089   0.79125272
#> 
#> $UKR$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.02317276 0.005216223  0.01759357   0.03159088
#> Sigma[4,2] -0.07590561 0.059967939 -0.15442736   0.01914390
#> Sigma[4,3]  0.20786301 0.049497907  0.12960804   0.27600347
#> Sigma[4,4]  0.18211470 0.034827365  0.13314336   0.23128113
#> 
#> 
#> $UKR$A
#> $UKR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.02509500 0.07122347  0.95356047  1.129603910
#> lag1_var2 -0.13968780 0.13496250 -0.32939913  0.006450651
#> lag1_var3 -0.28451119 0.23169744 -0.61330254 -0.039268786
#> lag1_var4  0.27157575 0.21289068  0.04313012  0.574372615
#> const     -0.08472232 0.78113943 -1.31394735  0.710572211
#> 
#> $UKR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.9094753  0.9347644   -2.163669    0.4314344
#> lag1_var2  2.2228171  2.2188422   -1.075220    5.1504784
#> lag1_var3  2.3963460  4.0112143   -3.544570    7.7715003
#> lag1_var4 -2.1282353  3.8434939   -7.224775    3.5672422
#> const      9.1001292 13.6275093  -11.350176   25.8037118
#> 
#> $UKR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.145458 0.7618506   0.2189813   2.15625452
#> lag1_var2  -2.917555 1.8872379  -5.4782098  -0.49417604
#> lag1_var3  -4.283729 3.3513159  -8.8768237   0.07011353
#> lag1_var4   4.992693 3.1844941   0.8303720   9.37057330
#> const     -13.374272 9.4292031 -25.2105388  -0.37996229
#> 
#> $UKR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.6750807 0.3436774   0.2576105     1.184792
#> lag1_var2  -2.1695943 0.8352913  -3.2950368    -1.094173
#> lag1_var3  -3.8345378 1.4385638  -5.7825090    -2.000027
#> lag1_var4   4.7250749 1.3519175   3.0137136     6.541282
#> const     -11.0821257 3.7556620 -17.3547069    -7.577028
#> 
#> 
#> 
#> $URY
#> $URY$Sigma
#> $URY$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001521938 0.0003462545 0.001155652  0.002065447
#> 
#> $URY$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03508669 0.00861366 -0.04842063  -0.02691149
#> Sigma[2,2]  1.43161416 0.32460533  1.16250298   2.03337766
#> 
#> $URY$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03676514 0.008661127  0.02803775   0.05082769
#> Sigma[3,2] -1.19491010 0.283087363 -1.62512045  -0.87344230
#> Sigma[3,3]  1.75125600 0.355008435  1.33525597   2.28878905
#> 
#> $URY$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01680971 0.005817056  0.007832511   0.02450564
#> Sigma[4,2] -0.35427153 0.197099903 -0.614665062  -0.11577172
#> Sigma[4,3]  1.12331635 0.270557411  0.741302599   1.48660922
#> Sigma[4,4]  0.99777636 0.200815150  0.702848778   1.27658815
#> 
#> 
#> $URY$A
#> $URY$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93966979 0.03443055  0.90040365   0.99183604
#> lag1_var2  0.04933092 0.06076682 -0.03852616   0.10849588
#> lag1_var3  0.08894041 0.10060600 -0.05563978   0.19036515
#> lag1_var4 -0.08151425 0.09150119 -0.17410291   0.04887146
#> const      1.08981894 0.28374596  0.70542684   1.48715930
#> 
#> $URY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4673774  1.112647   -1.237998     1.930319
#> lag1_var2  0.6997421  1.896876   -1.993314     3.384753
#> lag1_var3 -0.2803537  3.164902   -4.774466     4.185638
#> lag1_var4  0.1920137  2.879569   -3.846037     4.314271
#> const     -4.5911440 10.885239  -19.444175    10.698208
#> 
#> $URY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1565411 0.8867558   -1.609484    0.8191634
#> lag1_var2  0.5741876 1.6801260   -1.387798    2.8893886
#> lag1_var3  1.9195646 2.8815239   -1.491603    5.8660047
#> lag1_var4 -0.9424431 2.6429259   -4.558229    2.2091127
#> const      5.1736435 8.1982997   -4.558136   14.5705880
#> 
#> $URY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1552522 0.5664407  -0.4978268    0.9965286
#> lag1_var2  0.6934157 1.0281495  -0.9134783    1.5615458
#> lag1_var3  1.2605122 1.7912701  -1.4824009    2.7825932
#> lag1_var4 -0.3127444 1.6401123  -1.7430269    2.1765683
#> const      0.3339228 4.5236755  -6.2232833    5.8332450
#> 
#> 
#> 
#> $USA
#> $USA$Sigma
#> $USA$Sigma$equation1
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0003469919 0.000128388 0.000210406 0.0005504767
#> 
#> $USA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01651536 0.006871794 -0.02655103 -0.008235912
#> Sigma[2,2]  1.29696713 0.435667040  0.83884255  1.949135771
#> 
#> $USA$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01463787 0.005707984  0.008071174   0.02222327
#> Sigma[3,2] -1.10213712 0.367158939 -1.660704253  -0.72534435
#> Sigma[3,3]  1.00734892 0.311790943  0.682863902   1.48408164
#> 
#> $USA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004432602 0.001676032  0.002531488  0.006489184
#> Sigma[4,2] -0.300242634 0.103024108 -0.456713553 -0.196793958
#> Sigma[4,3]  0.331067339 0.090929102  0.234754154  0.466824821
#> Sigma[4,4]  0.151286708 0.031603149  0.106213288  0.191829088
#> 
#> 
#> $USA$A
#> $USA$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95717750 0.01630828  0.936000810  0.981039644
#> lag1_var2  0.08638361 0.06340411 -0.004717505  0.168748049
#> lag1_var3  0.13504177 0.10094301 -0.010010983  0.266365297
#> lag1_var4 -0.13236846 0.09719240 -0.258315893  0.007788972
#> const      1.15297051 0.26074092  0.735790717  1.463745463
#> 
#> $USA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1   1.236191  0.950988  -0.2830543    2.2791718
#> lag1_var2  -6.405204  3.703261 -10.3418565   -0.6155444
#> lag1_var3 -11.346407  5.872134 -17.8015205   -2.1641415
#> lag1_var4  11.183175  5.677432   2.2609388   17.4099414
#> const     -26.287099 16.832913 -41.9792730    3.4808691
#> 
#> $USA$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.077252  0.9521351  -2.2022639    0.4109841
#> lag1_var2  5.879414  3.7094486   0.2801584   10.1768201
#> lag1_var3 10.217594  5.9035044   1.3081437   16.9650431
#> lag1_var4 -9.093670  5.7025694 -15.5345024   -0.4477089
#> const     24.826729 16.4035559  -3.8719648   40.0735277
#> 
#> $USA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3293787 0.3918646  -0.8230475    0.2311724
#> lag1_var2  1.6780101 1.5694053  -0.8341461    3.5964535
#> lag1_var3  2.8106224 2.5128723  -1.1996959    5.8781384
#> lag1_var4 -1.7563943 2.4305486  -4.6889251    2.1434525
#> const      7.1383962 6.6762823  -3.4083683   13.8097059
#> 
#> 
#> 
#> $UZB
#> $UZB$Sigma
#> $UZB$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001222771 0.000370143 0.0008255589  0.001734546
#> 
#> $UZB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008285207 0.004010484 -0.01297964 -0.002802265
#> Sigma[2,2]  0.649918537 0.110981141  0.51424172  0.826256769
#> 
#> $UZB$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.004353998 0.004544148 -0.01108875  0.0006319328
#> Sigma[3,2] -0.304054303 0.052549207 -0.37886957 -0.2321030990
#> Sigma[3,3]  0.268648785 0.057978151  0.20118043  0.3660839147
#> 
#> $UZB$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.009846902 0.003684197 -0.01491132 -0.006089671
#> Sigma[4,2]  0.100255465 0.042872713  0.06451940  0.171192567
#> Sigma[4,3]  0.086666278 0.041059861  0.04720198  0.151655462
#> Sigma[4,4]  0.156897470 0.042978036  0.10171617  0.214756462
#> 
#> 
#> $UZB$A
#> $UZB$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9787984 0.02661382  0.94610359   1.01108680
#> lag1_var2  0.1191524 0.10084328 -0.01417492   0.25612745
#> lag1_var3  0.1774252 0.16577523 -0.04037039   0.40317023
#> lag1_var4 -0.1931446 0.16268715 -0.41493829   0.02023059
#> const      1.4024449 0.46765216  0.80109635   1.95865337
#> 
#> $UZB$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.7537511  0.7227993  -0.2183122    1.8049553
#> lag1_var2  -4.7006605  3.1419388  -9.0613028   -0.5748624
#> lag1_var3  -8.8902546  5.0812527 -15.9550707   -2.1848713
#> lag1_var4   8.9852838  5.0090960   2.3933574   15.9674441
#> const     -21.2810246 13.3909693 -41.0545750   -4.6978467
#> 
#> $UZB$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.6650721  0.6088744  -1.55491326   0.13082089
#> lag1_var2  3.5826969  2.7105795   0.05125265   7.56932294
#> lag1_var3  6.6891128  4.3745145   0.97722060  13.10502336
#> lag1_var4 -5.7151674  4.3154857 -12.04896340  -0.07352555
#> const     16.3897117 10.7473022   1.91117198  31.97220734
#> 
#> $UZB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2236748 0.4013105  -0.7622063    0.2934584
#> lag1_var2  0.4929050 1.6180963  -1.7207050    2.5272743
#> lag1_var3  0.9067193 2.6300439  -2.7089677    4.2140452
#> lag1_var4  0.1560907 2.5935748  -3.0950352    3.7290580
#> const      1.9884222 7.5130419  -8.0251360   11.4683279
#> 
#> 
#> 
#> $VCT
#> $VCT$Sigma
#> $VCT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008275015 0.0002605584 0.0005955558  0.001284637
#> 
#> $VCT$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0099129 0.00314615 -0.01455175 -0.006445241
#> Sigma[2,2]  0.1997484 0.05370330  0.13592701  0.279253965
#> 
#> $VCT$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01180307 0.003758196  0.007135228   0.01705529
#> Sigma[3,2] -0.24620667 0.073641234 -0.365351470  -0.15959494
#> Sigma[3,3]  0.37783004 0.111269295  0.252741515   0.56481109
#> 
#> $VCT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.006667007 0.002351006  0.003490979   0.00987967
#> Sigma[4,2] -0.146174889 0.048387924 -0.227709658  -0.09112195
#> Sigma[4,3]  0.270876546 0.079276855  0.187286066   0.40394115
#> Sigma[4,4]  0.218155135 0.060401758  0.159818219   0.31555967
#> 
#> 
#> $VCT$A
#> $VCT$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.968735289 0.02327991  0.94095473   1.00243846
#> lag1_var2 -0.003286475 0.02408989 -0.04212635   0.02583343
#> lag1_var3 -0.013923817 0.04894180 -0.08416972   0.04505910
#> lag1_var4  0.009085959 0.04409462 -0.04815896   0.06750545
#> const      0.863893654 0.15995714  0.67816966   1.10496603
#> 
#> $VCT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2965412 0.4468948  -0.9102577    0.2320442
#> lag1_var2  1.1364981 0.4625007   0.5035518    1.7205232
#> lag1_var3  0.6087250 0.9416093  -0.6850030    1.8195273
#> lag1_var4 -0.4825202 0.8199850  -1.4958700    0.7119915
#> const      2.8022353 3.3776823  -0.6720516    8.6928870
#> 
#> $VCT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 0.603524504 0.5688259 -0.02195528    1.5155843
#> lag1_var2 0.008083773 0.5697106 -0.81041010    0.7452819
#> lag1_var3 0.650264524 1.1578107 -0.99037923    2.1817982
#> lag1_var4 0.057983884 1.0015304 -1.28029326    1.5122314
#> const     2.088010550 4.9513798 -6.18125344    8.0112909
#> 
#> $VCT$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 0.5222699 0.4106310   0.1173536    1.2325446
#> lag1_var2 0.2867453 0.4078351  -0.3205524    0.7030057
#> lag1_var3 0.3159415 0.8220246  -0.9137722    1.2082596
#> lag1_var4 0.4689948 0.7219263  -0.3071354    1.5560677
#> const     1.6885953 3.6133634  -3.8301559    6.1509259
#> 
#> 
#> 
#> $VEN
#> $VEN$Sigma
#> $VEN$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01129983 0.003289976 0.008570364   0.01652515
#> 
#> $VEN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.08028962 0.03928251  -0.1449823  -0.03621147
#> Sigma[2,2]  2.20690755 0.63602636   1.5092334   3.20892738
#> 
#> $VEN$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.1374927 0.04853592  0.08949375    0.2134724
#> Sigma[3,2] -1.8877032 0.53135236 -2.73819785   -1.3021252
#> Sigma[3,3]  2.5049508 0.66116301  1.97137410    3.6135822
#> 
#> $VEN$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.09420712 0.03150532  0.06920792   0.14618682
#> Sigma[4,2] -0.52919805 0.36028049 -1.12606060  -0.08870309
#> Sigma[4,3]  1.42878454 0.46786166  1.03828957   2.26004545
#> Sigma[4,4]  1.19796849 0.31093103  0.91305998   1.69991728
#> 
#> 
#> $VEN$A
#> $VEN$A$equation1
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.90267348 0.0672628  0.80835888    0.9941616
#> lag1_var2  0.09677134 0.1389226 -0.05398421    0.2964779
#> lag1_var3  0.13196426 0.2288194 -0.10777254    0.4590895
#> lag1_var4 -0.11139899 0.2079864 -0.41290226    0.1041713
#> const      1.12979949 0.6708574  0.04333578    1.8109006
#> 
#> $VEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7103044  1.126261   -2.349802    0.7272499
#> lag1_var2  1.4460846  2.462918   -1.732715    4.7343427
#> lag1_var3  0.9345792  3.969482   -4.312955    6.2660100
#> lag1_var4 -0.7373762  3.582368   -5.526055    3.9639781
#> const      7.5308603 11.013030  -10.307705   19.1479887
#> 
#> $VEN$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.05536494  0.7719805  -1.1506890    0.9611876
#> lag1_var2  0.62031500  1.5166809  -0.7759402    3.0576406
#> lag1_var3  1.63701902  2.4960627  -0.5736850    5.6183105
#> lag1_var4 -0.69085055  2.2578512  -4.3244672    1.3610215
#> const     -0.22340699 10.7529070 -16.5658955   13.1143776
#> 
#> $VEN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4357253 0.7587568  -1.4626970    0.4961757
#> lag1_var2  1.3241391 1.3257909  -0.6998113    3.0023881
#> lag1_var3  1.8758936 2.1634127  -1.3277394    4.6458417
#> lag1_var4 -0.7645206 1.9696848  -3.2512723    2.1879024
#> const      2.9715113 8.1199543  -7.5068501   13.9239225
#> 
#> 
#> 
#> $VIR
#> $VIR$Sigma
#> $VIR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001844013 0.0005058872 0.001207597  0.002653667
#> 
#> $VIR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00936286 0.003227835 -0.01405662 -0.005151263
#> Sigma[2,2]  0.37051442 0.081807478  0.28208099  0.491993891
#> 
#> $VIR$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01134004 0.01323813 -0.004145298   0.03070684
#> Sigma[3,2] -0.34739545 0.20185624 -0.653555665  -0.10344680
#> Sigma[3,3]  3.68801250 0.72011083  2.694643460   4.75114897
#> 
#> $VIR$Sigma$equation4
#>                   mean        sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00645056 0.0146688 -0.008561828   0.02811023
#> Sigma[4,2] -0.15864257 0.2206926 -0.473890212   0.10325776
#> Sigma[4,3]  3.98367295 0.7976211  2.915844409   5.17287392
#> Sigma[4,4]  4.44321565 0.9003438  3.297302888   5.78601748
#> 
#> 
#> $VIR$A
#> $VIR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91587296 0.04793446  0.85701109    0.9927890
#> lag1_var2  0.05700010 0.06266958 -0.03861452    0.1348548
#> lag1_var3  0.10337424 0.11744525 -0.07784889    0.2514382
#> lag1_var4 -0.09071725 0.10280962 -0.22046842    0.0677469
#> const      1.16127003 0.31250188  0.66595300    1.5131951
#> 
#> $VIR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1594745 0.8234793  -1.2554925     1.073765
#> lag1_var2  0.9633910 0.9264561  -0.4324658     2.200185
#> lag1_var3  0.3996595 1.6879867  -2.2073136     2.646571
#> lag1_var4 -0.3569639 1.4703685  -2.3178864     1.918146
#> const      4.2405368 6.9958305  -5.2587832    14.127261
#> 
#> $VIR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2557293  2.247493   -2.567571     3.129852
#> lag1_var2 -0.5135896  2.630394   -3.753826     3.024326
#> lag1_var3  0.2904987  4.842442   -5.960474     6.632688
#> lag1_var4  0.5182905  4.252513   -5.088832     6.023156
#> const      6.4707729 18.916942  -18.431162    32.146671
#> 
#> $VIR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1661655  2.494683   -3.059369     3.538824
#> lag1_var2 -0.3716936  2.959849   -4.305136     3.655173
#> lag1_var3 -0.1563835  5.372564   -7.359083     6.917240
#> lag1_var4  1.0151424  4.714270   -5.209667     7.339344
#> const      7.6420204 20.212125  -20.892049    33.308053
#> 
#> 
#> 
#> $VNM
#> $VNM$Sigma
#> $VNM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002483099 7.694741e-05 0.0001676472 0.0003706792
#> 
#> $VNM$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001878156 0.001206419 -0.003860836 -0.0003670574
#> Sigma[2,2]  0.113858002 0.021583114  0.086319570  0.1451118606
#> 
#> $VNM$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003810193 0.002437984  0.0006778278  0.007120351
#> Sigma[3,2] -0.161388094 0.029621159 -0.1961226195 -0.114124306
#> Sigma[3,3]  0.575578834 0.103522376  0.4080380663  0.672339578
#> 
#> $VNM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002478086 0.002033244 -0.000267862  0.005517154
#> Sigma[4,2] -0.077881877 0.020038575 -0.100398921 -0.044487103
#> Sigma[4,3]  0.464709270 0.089300666  0.329744732  0.547157956
#> Sigma[4,4]  0.415347400 0.077601602  0.303365571  0.490614120
#> 
#> 
#> $VNM$A
#> $VNM$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.98018204 0.006124198  0.97300766  0.989647132
#> lag1_var2 -0.05613148 0.046171054 -0.12200262  0.001189173
#> lag1_var3 -0.07218886 0.070916261 -0.17168309  0.021663999
#> lag1_var4  0.07063231 0.071568351 -0.02414739  0.171505204
#> const      0.69381162 0.217321126  0.37313863  0.968458015
#> 
#> $VNM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1459009 0.1041549  -0.2740120  0.002963165
#> lag1_var2  1.3977504 0.9902905   0.1991077  2.834751114
#> lag1_var3  1.2924606 1.4825467  -0.6198411  3.340298104
#> lag1_var4 -1.2930106 1.4973273  -3.3692153  0.653586639
#> const      4.8578511 3.9005827  -0.6416042  9.653498090
#> 
#> $VNM$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.1673476 0.228418 -0.43508797    0.1741671
#> lag1_var2  1.5903344 1.730996 -0.80175649    3.7309621
#> lag1_var3  3.3539171 2.600214  0.08350838    6.8933428
#> lag1_var4 -2.4328047 2.610404 -5.98823295    0.8768411
#> const     10.3743285 6.183051  4.21218651   19.1664895
#> 
#> $VNM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2768026 0.1875891  -0.5013504  0.003309246
#> lag1_var2  2.4781601 1.1602436   1.0329581  4.203387540
#> lag1_var3  4.1123421 1.7631893   2.0963554  6.740189643
#> lag1_var4 -3.1774644 1.7589154  -5.7782574 -1.136390873
#> const     12.9536511 4.2719510   7.2860638 18.131123146
#> 
#> 
#> 
#> $VUT
#> $VUT$Sigma
#> $VUT$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001091395 0.0002785342 0.0007324481  0.001483413
#> 
#> $VUT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001051979 0.002433885 -0.004933667  0.001805511
#> Sigma[2,2]  0.200101942 0.042129387  0.143478740  0.254975115
#> 
#> $VUT$Sigma$equation3
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[3,1] -0.0009079441 0.0008424201 -0.001769709  0.0001354581
#> Sigma[3,2] -0.0844424497 0.0235603602 -0.112346015 -0.0484253664
#> Sigma[3,3]  0.0663093587 0.0140048706  0.045608541  0.0823417629
#> 
#> $VUT$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001789189 0.001281984 -0.004072697 -0.0005179423
#> Sigma[4,2]  0.056995878 0.020730580  0.039210584  0.0931422950
#> Sigma[4,3]  0.008207472 0.009527794 -0.003391963  0.0229090966
#> Sigma[4,4]  0.050211840 0.012348593  0.038383440  0.0689681992
#> 
#> 
#> $VUT$A
#> $VUT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97830386 0.02624359   0.9376449  1.004115786
#> lag1_var2 -0.08291762 0.07251298  -0.1856626  0.008299879
#> lag1_var3 -0.11678267 0.10561443  -0.2645932  0.018282284
#> lag1_var4  0.11538304 0.10675066  -0.0181650  0.267507253
#> const      0.56862478 0.33620760   0.1465497  1.042397498
#> 
#> $VUT$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4654509 0.2548054 -0.76161969  -0.08822047
#> lag1_var2  1.0686401 0.7126185 -0.00453698   1.94370589
#> lag1_var3  0.2554584 1.0712266 -1.31549194   1.59350413
#> lag1_var4 -0.1502478 1.0754529 -1.47927026   1.47493589
#> const      2.7520627 2.9388641 -0.74780721   7.25561392
#> 
#> $VUT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2684870 0.2341842  0.04707870    0.6532962
#> lag1_var2  0.9173654 0.5402503  0.04732928    1.5598107
#> lag1_var3  2.2175086 0.8170510  0.90321374    3.1874981
#> lag1_var4 -1.3844708 0.7944826 -2.33816779   -0.1265833
#> const      5.7345502 1.6081616  3.42506651    7.6601897
#> 
#> $VUT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0607636 0.2116841  -0.3258094    0.2365035
#> lag1_var2  1.4798604 0.5290278   0.8115888    2.3178989
#> lag1_var3  2.1349958 0.7889068   1.1244209    3.3827626
#> lag1_var4 -1.2098878 0.7716685  -2.4306662   -0.2348062
#> const      6.4421955 2.2205517   3.5807021    9.7004474
#> 
#> 
#> 
#> $WSM
#> $WSM$Sigma
#> $WSM$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001328457 0.000290177 0.0009246392  0.001699235
#> 
#> $WSM$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005072496 0.004885739 -0.01175505  0.001737613
#> Sigma[2,2]  0.310327667 0.101048246  0.20032992  0.484607792
#> 
#> $WSM$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -3.639164e-05 0.002341374 -0.003632302  0.002900978
#> Sigma[3,2] -1.705522e-01 0.048301195 -0.246292962 -0.115577825
#> Sigma[3,3]  1.324181e-01 0.027537976  0.102600550  0.175147707
#> 
#> $WSM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002841498 0.001385620 -0.004755157 -0.000890465
#> Sigma[4,2] -0.003221113 0.020881705 -0.030878052  0.022243212
#> Sigma[4,3]  0.043165573 0.015013412  0.026577347  0.067230475
#> Sigma[4,4]  0.044451702 0.008720242  0.033094642  0.057872156
#> 
#> 
#> $WSM$A
#> $WSM$A$equation1
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9844265 0.02728236  0.94834049  1.024926803
#> lag1_var2 -0.1438867 0.11627139 -0.32473739  0.002430184
#> lag1_var3 -0.2663333 0.21536034 -0.59711172  0.010482886
#> lag1_var4  0.2684517 0.21953970 -0.02069543  0.599193324
#> const      0.2136597 0.57174133 -0.60367327  1.005184671
#> 
#> $WSM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5328973 0.4053943   0.1148504     1.251635
#> lag1_var2  0.6035382 0.8716546  -0.6980887     1.741798
#> lag1_var3 -0.4932555 1.4854594  -2.6139373     1.548313
#> lag1_var4  0.3079961 1.4619820  -1.7831009     2.316844
#> const      0.3115101 5.3562771  -7.2340283     8.032852
#> 
#> $WSM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4740096 0.3219037  -0.9717545  -0.07454562
#> lag1_var2  1.2459665 0.8638989   0.1534856   2.52514389
#> lag1_var3  3.1681590 1.5163406   1.2570169   5.35935265
#> lag1_var4 -2.1437113 1.4790408  -4.2815407  -0.29245871
#> const      7.7141131 3.7954197   4.0435881  14.33957856
#> 
#> $WSM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1889885 0.1592743  -0.3749181    0.0220573
#> lag1_var2  1.4086103 0.6445777   0.4258964    2.2513780
#> lag1_var3  2.5970142 1.1910603   0.7749707    4.1581623
#> lag1_var4 -1.6496243 1.1970738  -3.2292467    0.1729038
#> const      6.6919502 2.8407246   2.3515191   10.0480166
#> 
#> 
#> 
#> $YEM
#> $YEM$Sigma
#> $YEM$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004464361 0.0007081297 0.003385981  0.005248723
#> 
#> $YEM$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04480834 0.006970903 -0.05190316  -0.03493482
#> Sigma[2,2]  0.60764127 0.093670285  0.47076713   0.71284091
#> 
#> $YEM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05120782 0.01103673  0.03662915   0.06661305
#> Sigma[3,2] -0.63421025 0.13399186 -0.82355568  -0.46087946
#> Sigma[3,3]  0.81912779 0.20651855  0.54103095   1.10291367
#> 
#> $YEM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.04236534 0.01049699  0.02921075   0.05763331
#> Sigma[4,2] -0.50192788 0.12406223 -0.68203295  -0.35530567
#> Sigma[4,3]  0.70885945 0.18881639  0.45238466   0.96157593
#> Sigma[4,4]  0.63345525 0.17316087  0.39081289   0.86374364
#> 
#> 
#> $YEM$A
#> $YEM$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9278996623 0.01556308  0.90710014   0.94883210
#> lag1_var2  0.0209997089 0.03074431 -0.01542502   0.06214958
#> lag1_var3  0.0179442512 0.08226391 -0.08980764   0.12242350
#> lag1_var4 -0.0003593161 0.07227569 -0.09297078   0.09804750
#> const      0.8910128750 0.15341343  0.66803895   1.07300010
#> 
#> $YEM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4720570 0.2462155  0.16859803    0.7922187
#> lag1_var2  0.5490854 0.3919656  0.01543291    1.0649784
#> lag1_var3 -0.4883137 1.0188793 -1.87423628    0.8063003
#> lag1_var4  0.2762802 0.8993168 -0.92420087    1.4721869
#> const      0.5195130 2.5577869 -2.47989410    4.1958813
#> 
#> $YEM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8950004 0.1926952   -1.111766   -0.6039947
#> lag1_var2  0.8572143 0.3732337    0.425921    1.3391871
#> lag1_var3  2.6534226 1.0431272    1.244708    4.0534533
#> lag1_var4 -1.3061231 0.9294357   -2.554151    0.0235650
#> const      4.8401182 2.5236055    1.520983    7.7273152
#> 
#> $YEM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8132583 0.1431577  -0.9717656   -0.5967514
#> lag1_var2  0.9065631 0.2881956   0.5595637    1.2877596
#> lag1_var3  1.9393727 0.8318050   0.7943693    3.0636052
#> lag1_var4 -0.5818449 0.7435962  -1.5832260    0.4982436
#> const      3.2712936 2.3183027   0.1342033    5.9855018
#> 
#> 
#> 
#> $ZAF
#> $ZAF$Sigma
#> $ZAF$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004482345 8.903808e-05 0.0003465845 0.0005862573
#> 
#> $ZAF$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.002257505 0.002535035 -0.001758287  0.005062723
#> Sigma[2,2] 0.947530498 0.411597176  0.528578889  1.602606665
#> 
#> $ZAF$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.003750231 0.002922719 -0.00048348  0.006877366
#> Sigma[3,2] -0.708129245 0.265499510 -1.10363129 -0.410634135
#> Sigma[3,3]  1.087414120 0.174516234  0.89447891  1.344893271
#> 
#> $ZAF$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00652056 0.003089194  0.001743412   0.01043456
#> Sigma[4,2] -0.22408587 0.122624316 -0.382250450  -0.04965101
#> Sigma[4,3]  0.89282793 0.132645458  0.695065778   1.05268850
#> Sigma[4,4]  0.99661533 0.159048973  0.792563089   1.22906156
#> 
#> 
#> $ZAF$A
#> $ZAF$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96352260 0.01124410  0.947508461   0.97799093
#> lag1_var2  0.01659548 0.01589799 -0.002226046   0.04063864
#> lag1_var3  0.03646621 0.02829478  0.003021679   0.08066500
#> lag1_var4 -0.03421434 0.02396496 -0.071859253  -0.00551867
#> const      0.95356142 0.10265149  0.812779330   1.09377743
#> 
#> $ZAF$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02658715 0.5637524  -0.6517073    0.9261402
#> lag1_var2  1.24390645 0.6113698   0.3475445    2.0640858
#> lag1_var3  0.62112007 1.0356568  -0.8749870    2.0035526
#> lag1_var4 -0.64458747 0.8580823  -1.8009935    0.5914335
#> const      3.58476516 5.5676604  -4.9716468   10.0618572
#> 
#> $ZAF$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.470668 0.4904150  -2.2208757   -0.8962891
#> lag1_var2  1.711371 0.8201134   0.7654875    2.8468181
#> lag1_var3  3.731191 1.5032351   1.9863553    5.7604384
#> lag1_var4 -2.248800 1.2996759  -3.9623688   -0.7171936
#> const      7.733251 3.8547084   1.7763686   12.4697476
#> 
#> $ZAF$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.892801 0.7784884   -2.786497   -0.6659412
#> lag1_var2  2.555288 1.1196997    1.016477    3.8148953
#> lag1_var3  4.264012 2.0159222    1.541658    6.5622705
#> lag1_var4 -2.598627 1.7108499   -4.570831   -0.3440733
#> const      9.435977 5.0878791    1.591920   16.4158374
#> 
#> 
#> 
#> $ZMB
#> $ZMB$Sigma
#> $ZMB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001377644 0.0002712334 0.001028554   0.00171255
#> 
#> $ZMB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003041877 0.008188166 -0.01174882  0.008966935
#> Sigma[2,2]  1.809053851 0.358044173  1.47522996  2.321480727
#> 
#> $ZMB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002139555 0.004712991 -0.008432166  0.003234501
#> Sigma[3,2] -1.027041254 0.174881751 -1.284122201 -0.867966186
#> Sigma[3,3]  0.663526664 0.103812069  0.544868296  0.808872813
#> 
#> $ZMB$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] -0.00411157 0.001386618 -0.0057832354  -0.00181913
#> Sigma[4,2]  0.04619339 0.073853323 -0.0692564171   0.12971465
#> Sigma[4,3]  0.05933843 0.045872324 -0.0006236825   0.12505285
#> Sigma[4,4]  0.09224625 0.017986585  0.0667418689   0.11646845
#> 
#> 
#> $ZMB$A
#> $ZMB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99550773 0.02515094  0.96442094   1.03255387
#> lag1_var2 -0.05381453 0.06076304 -0.15065852   0.01446543
#> lag1_var3 -0.08932727 0.10639007 -0.25787066   0.03079568
#> lag1_var4  0.08031905 0.10605044 -0.04251196   0.24869953
#> const      0.69243424 0.41479096  0.10015895   1.24949514
#> 
#> $ZMB$A$equation2
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.714636  0.9415973  -3.1709246   -0.5569853
#> lag1_var2  2.730691  2.2429743  -0.3737195    5.5401789
#> lag1_var3  3.366369  3.7796301  -1.7529935    8.0209909
#> lag1_var4 -2.792019  3.8900771  -7.7972719    2.5698361
#> const      8.635641 13.7726874  -5.2899000   29.3185396
#> 
#> $ZMB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9136490 0.4557549   0.4043126     1.644567
#> lag1_var2  0.6757274 1.2386168  -1.1708061     2.375727
#> lag1_var3  1.9137559 2.0938339  -1.2514359     4.684588
#> lag1_var4 -1.3773232 2.1742040  -4.2864497     1.910934
#> const      4.8482816 7.6946708  -7.4456382    12.904962
#> 
#> $ZMB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1053297 0.2372204  -0.3347175     0.316530
#> lag1_var2  2.1425620 0.4230383   1.5961109     2.741993
#> lag1_var3  3.6553382 0.7126110   2.7832349     4.695729
#> lag1_var4 -2.7580681 0.7392177  -3.7860296    -1.804231
#> const      8.8325157 2.4350289   5.4362774    11.999125
#> 
#> 
#> 
#> $ZWE
#> $ZWE$Sigma
#> $ZWE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006684642 0.002182797 0.004645104   0.01017752
#> 
#> $ZWE$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003470735 0.009030291 -0.01533809  0.009029658
#> Sigma[2,2]  0.245601253 0.063958278  0.16990695  0.338696529
#> 
#> $ZWE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006466375 0.007372039 -0.004565494   0.01565035
#> Sigma[3,2] -0.179926780 0.042821506 -0.244804856  -0.12636513
#> Sigma[3,3]  0.149448671 0.033558176  0.109470011   0.20120293
#> 
#> $ZWE$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004494815 0.001932609  0.001483914  0.006610617
#> Sigma[4,2] -0.020623994 0.011293028 -0.038048216 -0.009436731
#> Sigma[4,3]  0.034099765 0.012444254  0.022467730  0.053547113
#> Sigma[4,4]  0.022220031 0.006495655  0.015014241  0.031775614
#> 
#> 
#> $ZWE$A
#> $ZWE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 0.874750839 0.08442604  0.73702720    0.9575059
#> lag1_var2 0.029654348 0.21072332 -0.23699204    0.3277889
#> lag1_var3 0.005757341 0.30667760 -0.39492214    0.4288894
#> lag1_var4 0.022975875 0.30162223 -0.37797806    0.4255308
#> const     0.912490925 0.86492968  0.02226022    2.2256653
#> 
#> $ZWE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1175188 0.4467206  -0.5448904    0.6890394
#> lag1_var2  0.5688200 1.0947442  -0.6086272    2.1695169
#> lag1_var3 -0.6186424 1.6497061  -2.4261536    1.7019242
#> lag1_var4  0.5955763 1.6464277  -1.6409507    2.4629298
#> const     -1.0408684 3.7153594  -5.8923618    4.0566749
#> 
#> $ZWE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.05828516 0.4138149  -0.5939734    0.5519299
#> lag1_var2  1.17272300 0.7509202   0.1082990    2.1107194
#> lag1_var3  2.73805728 1.1380942   1.0939124    4.1721126
#> lag1_var4 -1.83062904 1.1520664  -3.3351026   -0.2215125
#> const      7.22596397 2.8885517   2.8734191   11.1392400
#> 
#> $ZWE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0201708 0.1730000  -0.1943642    0.2559699
#> lag1_var2  1.3382631 0.3621886   0.8567635    1.8269443
#> lag1_var3  2.0141556 0.5622035   1.2699946    2.7752517
#> lag1_var4 -1.1022689 0.5601198  -1.8370668   -0.3626473
#> const      5.2226384 1.2342943   3.5200339    6.9798984
#> 
#> 
#> 

# 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] 0.001698049 0.0004075707 0.001282787  0.002322467
#> 
#> $AFG$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005061226 0.001956228 -0.00712038 -0.001979889
#> Sigma[2,2]  0.179080033 0.047839056  0.11637148  0.242136895
#> 
#> $AFG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006969153 0.002271891  0.003640269  0.009287459
#> Sigma[3,2] -0.147615153 0.040455235 -0.197919753 -0.091987023
#> Sigma[3,3]  0.285004102 0.057286583  0.212583838  0.365596600
#> 
#> $AFG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.005527761 0.002417391  0.002373492  0.008336222
#> Sigma[4,2] -0.079796533 0.040420787 -0.125969262 -0.018165177
#> Sigma[4,3]  0.256638428 0.050052311  0.193015721  0.328865718
#> Sigma[4,4]  0.259027659 0.041289025  0.214170877  0.320722327
#> 
#> 
#> $AFG$A
#> $AFG$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.969408036 0.01324154  0.95602087   0.99052169
#> lag1_var2 -0.002939150 0.02723077 -0.03956789   0.03004275
#> lag1_var3  0.013176202 0.06099900 -0.06163196   0.09279901
#> lag1_var4 -0.007293693 0.05891300 -0.08492264   0.06399301
#> const      0.566549096 0.22923419  0.27036067   0.89001605
#> exo1      -0.024064705 0.04002633 -0.06980066   0.03941561
#> exo2      -0.015136145 0.04251414 -0.08337257   0.03513504
#> exo3      -0.139446205 0.05787680 -0.21370869  -0.05677358
#> 
#> $AFG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.35053518 0.1489923  0.20900349   0.58906434
#> lag1_var2  0.57508215 0.2450988  0.20229055   0.83155030
#> lag1_var3 -0.91492657 0.5444015 -1.74127573  -0.26155106
#> lag1_var4  0.74443452 0.5083832  0.09652716   1.50736876
#> const      0.09080765 2.1737044 -2.63494644   3.20273555
#> exo1      -0.22425676 0.4398925 -0.91415310   0.27228675
#> exo2      -0.11649339 0.4962581 -0.71436129   0.63873599
#> exo3      -0.43619545 0.3644617 -0.89190084   0.08666703
#> 
#> $AFG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.22829202 0.1932845  -0.4899943   0.05625467
#> lag1_var2  0.15043578 0.4341637  -0.3692884   0.78674382
#> lag1_var3  2.12851003 1.0684975   0.9635848   3.70464990
#> lag1_var4 -1.02443237 0.9922250  -2.5068503   0.07155791
#> const      3.28909070 2.4768553   0.3752937   7.29123348
#> exo1       0.07574954 0.5003847  -0.5375884   0.82945035
#> exo2      -0.74400819 0.6000427  -1.4181972   0.10632566
#> exo3       0.94510919 0.3891369   0.3400678   1.44370507
#> 
#> $AFG$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.085796659 0.1758206 -0.26992950  0.188763900
#> lag1_var2  0.072226224 0.4087492 -0.43212526  0.632214371
#> lag1_var3  1.071417191 0.9994492  0.02575297  2.562871829
#> lag1_var4  0.003185841 0.9256074 -1.40100787  1.005447788
#> const      1.889065852 2.9977980 -1.51887218  6.630031410
#> exo1      -0.025419310 0.4152214 -0.57721868  0.503084570
#> exo2      -0.850601942 0.7115854 -1.85139669  0.005363287
#> exo3       0.926055205 0.3893388  0.38640636  1.436640809
#> 
#> 
#> 
#> $AGO
#> $AGO$Sigma
#> $AGO$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005211266 0.001311681  0.00380722  0.007202623
#> 
#> $AGO$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01094223 0.003682891 -0.01664954 -0.006838164
#> Sigma[2,2]  0.08309966 0.023268685  0.05701059  0.114786962
#> 
#> $AGO$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008900024 0.002449092  0.005330354   0.01218010
#> Sigma[3,2] -0.041234067 0.013188372 -0.060234508  -0.02498066
#> Sigma[3,3]  0.040687508 0.008571858  0.030185333   0.05401369
#> 
#> $AGO$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0006848471 0.002314728 -0.001866568  0.004021338
#> Sigma[4,2] 0.0256317559 0.010006214  0.014172335  0.040235125
#> Sigma[4,3] 0.0115258362 0.007391629  0.002809485  0.022232039
#> Sigma[4,4] 0.0371626313 0.008190091  0.023251513  0.046245857
#> 
#> 
#> $AGO$A
#> $AGO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00876794 0.03332596  0.97186450   1.05335538
#> lag1_var2 -0.15687753 0.12540459 -0.32956584   0.01610555
#> lag1_var3 -0.17101715 0.14827462 -0.35306529   0.06299646
#> lag1_var4  0.17118791 0.14636624 -0.05971754   0.35011431
#> const      0.22320697 0.63477903 -0.60449888   1.15848821
#> exo1       0.02412971 0.04713994 -0.02776596   0.08833307
#> exo2      -0.03680446 0.06768992 -0.10998590   0.07985041
#> exo3       0.05153307 0.05087602 -0.02127372   0.12039444
#> 
#> $AGO$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.12763445 0.08454599  0.01735119   0.25374075
#> lag1_var2  0.27408130 0.60718989 -0.65885858   0.96482105
#> lag1_var3 -0.92697725 0.82011914 -2.15564204   0.01049618
#> lag1_var4  0.90529073 0.80461411 -0.01344342   2.10972131
#> const     -1.31193924 1.91108701 -4.32625434   1.03688475
#> exo1       0.05635001 0.25608687 -0.15280688   0.49256018
#> exo2       0.35702596 0.40354652 -0.23966032   0.77114796
#> exo3      -0.62176753 0.18027765 -0.87467491  -0.40134496
#> 
#> $AGO$A$equation3
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.201453901 0.07308824 -0.32745718  -0.12859962
#> lag1_var2  0.354023212 0.32627147 -0.04183313   0.86796235
#> lag1_var3  1.445169427 0.42787775  0.92762869   2.12587262
#> lag1_var4 -0.415441738 0.41251687 -1.07539770   0.08147733
#> const      2.423287101 1.42624510  0.21414960   3.95543837
#> exo1       0.001731162 0.18160002 -0.26605147   0.22658092
#> exo2       0.003010985 0.22551627 -0.30596884   0.32916846
#> exo3       1.658510217 0.15676045  1.42832868   1.84420620
#> 
#> $AGO$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.136514325 0.06065759 -0.20118811  -0.03817035
#> lag1_var2 -0.008734634 0.35976359 -0.55836726   0.48988536
#> lag1_var3 -0.011235248 0.44196365 -0.73260092   0.53530764
#> lag1_var4  1.061608931 0.44762707  0.49057830   1.77711557
#> const     -0.627672857 1.52458641 -2.59897833   1.15263883
#> exo1       0.060543632 0.13574459 -0.14407795   0.20976720
#> exo2       0.306754998 0.24611669 -0.02842932   0.59247543
#> exo3       1.399272268 0.14276665  1.23753802   1.56713010
#> 
#> 
#> 
#> $ALB
#> $ALB$Sigma
#> $ALB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001288456 0.0002851795 0.000943677  0.001678739
#> 
#> $ALB$Sigma$equation2
#>                 mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.046092 0.01520955 -0.06692538  -0.02730235
#> Sigma[2,2]  6.350551 1.33785491  4.25253300   7.94327326
#> 
#> $ALB$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01938944 0.01413393  0.003910749   0.04308505
#> Sigma[3,2] -3.84731790 1.01318437 -5.310357348  -2.51440867
#> Sigma[3,3]  3.90460789 0.83129467  2.600280852   4.85877135
#> 
#> $ALB$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01163655 0.01010513 -0.02262972  0.004760141
#> Sigma[4,2]  0.20639478 0.63193287 -0.64982508  1.066241188
#> Sigma[4,3]  1.75187015 0.49011444  1.01038582  2.340082834
#> Sigma[4,4]  2.25213560 0.65333174  1.58558266  3.340285235
#> 
#> 
#> $ALB$A
#> $ALB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00008905 0.01383438  0.98259568   1.01988670
#> lag1_var2 -0.01389999 0.02008756 -0.03349389   0.01706620
#> lag1_var3 -0.03221676 0.03348011 -0.06461747   0.01949135
#> lag1_var4  0.02507374 0.02880469 -0.02021979   0.05323368
#> const      0.37474611 0.19235905  0.06461184   0.58741047
#> exo1       0.01414622 0.02640650 -0.01128390   0.05779305
#> exo2      -0.02007093 0.02591285 -0.05003400   0.01951341
#> exo3       0.04838741 0.03102708  0.01220010   0.09540260
#> 
#> $ALB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -4.4600763  1.024186   -5.686756    -2.808059
#> lag1_var2  5.4852699  1.171829    4.276970     7.388145
#> lag1_var3  8.5128262  1.844456    6.683966    11.600758
#> lag1_var4 -6.9981335  1.676668   -9.823477    -5.319176
#> const     21.5193400 19.031489   -7.621966    41.265548
#> exo1      -0.7517010  2.624403   -4.179337     3.069829
#> exo2      -0.1854350  2.301318   -3.158737     3.103045
#> exo3      -0.6712256  2.374780   -3.038528     3.385754
#> 
#> $ALB$A$equation3
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1  2.950049  0.982442    1.490049    4.1209020
#> lag1_var2 -2.807790  1.316522   -4.827693   -1.3836648
#> lag1_var3 -4.313636  2.188514   -7.710240   -1.8882511
#> lag1_var4  4.209508  1.964896    2.086841    7.2435836
#> const     -7.780143 12.476493  -20.502357   12.3145757
#> exo1      -1.530790  2.007129   -3.971657    1.0864613
#> exo2      -2.388347  1.865957   -4.713019    0.4428254
#> exo3       1.276094  1.357114   -1.106435    2.7265100
#> 
#> $ALB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09078898 0.5900497  -0.6034488   1.06529778
#> lag1_var2  0.25869254 1.0137187  -1.2793286   1.54388485
#> lag1_var3  0.46032994 1.7282768  -2.1654194   2.63936318
#> lag1_var4  0.42893035 1.5049695  -1.4230996   2.75563906
#> const      4.62730000 6.4204840  -4.1620364  13.03190683
#> exo1      -2.09940118 1.1354743  -3.9913794  -0.84649469
#> exo2      -2.89106632 1.9075568  -4.8351811  -0.04838908
#> exo3       1.05668899 0.9338095  -0.2159666   2.34693190
#> 
#> 
#> 
#> $ARE
#> $ARE$Sigma
#> $ARE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009986171 0.0002349359 0.0007375513  0.001361522
#> 
#> $ARE$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001228139 0.002088149 -0.004324202  0.001152772
#> Sigma[2,2]  0.049498595 0.009837140  0.035546425  0.062060421
#> 
#> $ARE$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0007244169 0.002198134 -0.002504573  0.003701233
#> Sigma[3,2] -0.0271700156 0.014067308 -0.049214989 -0.010796245
#> Sigma[3,3]  0.1251005210 0.027326428  0.100369236  0.172257189
#> 
#> $ARE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0002769147 0.001376314 -0.002406440  0.001342229
#> Sigma[4,2]  0.0122376384 0.009132517 -0.001942874  0.021084735
#> Sigma[4,3]  0.1059446101 0.024823856  0.084961607  0.144853334
#> Sigma[4,4]  0.1183363793 0.028697299  0.089050304  0.162712290
#> 
#> 
#> $ARE$A
#> $ARE$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.94359988 0.04107559  0.873967135   0.98231543
#> lag1_var2  0.10416135 0.10938396 -0.008444369   0.29422808
#> lag1_var3  0.12078897 0.13850606 -0.024655174   0.35939403
#> lag1_var4 -0.11200832 0.13056468 -0.336034864   0.02810236
#> const      0.81809796 0.41382911  0.423555631   1.50518551
#> exo1      -0.01368384 0.03093138 -0.049042907   0.03621235
#> exo2      -0.10253461 0.02865178 -0.144319251  -0.07432315
#> exo3      -0.01777592 0.03443356 -0.065585097   0.03333220
#> 
#> $ARE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.27621818 0.2159915 -0.03403806    0.5210653
#> lag1_var2  0.28769868 0.7769993 -0.50043063    1.5291528
#> lag1_var3 -0.55794683 1.0032755 -1.60671913    1.0408237
#> lag1_var4  0.48943412 0.9669300 -1.06001875    1.5036693
#> const     -1.27606026 2.6648328 -4.58603401    2.3948583
#> exo1      -0.02321218 0.1297441 -0.18803668    0.1858310
#> exo2       1.90460823 0.2335192  1.65966242    2.2757311
#> exo3      -0.40521498 0.2997944 -0.67454503    0.1022610
#> 
#> $ARE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2828038 0.1950140  -0.5520033  -0.06545732
#> lag1_var2  0.2675349 0.7475834  -0.5473418   1.21304119
#> lag1_var3  0.9346539 1.0258371  -0.1757484   2.27438650
#> lag1_var4  0.1482139 0.9780567  -1.1240560   1.19606739
#> const      0.5908825 1.8242944  -1.5587941   3.23999986
#> exo1      -0.2719603 0.2025264  -0.5204680   0.03903892
#> exo2      -2.3096076 0.5220161  -3.0603130  -1.69176610
#> exo3      -0.8836021 0.5229929  -1.5738687  -0.21367340
#> 
#> $ARE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07283449 0.1710924  -0.3537995   0.12175800
#> lag1_var2  0.20377986 0.7523354  -0.8391032   1.18749583
#> lag1_var3  0.13304429 0.9989850  -1.0797233   1.59802728
#> lag1_var4  0.91263987 0.9705863  -0.4821113   2.10198082
#> const     -1.51495347 2.6646646  -4.3071968   3.17747920
#> exo1      -0.29923775 0.2142044  -0.5469614   0.03410159
#> exo2      -0.76395203 0.4772004  -1.5648893  -0.26955604
#> exo3      -1.22505153 0.5032822  -1.9440868  -0.64752503
#> 
#> 
#> 
#> $ARG
#> $ARG$Sigma
#> $ARG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002032453 0.0003898688  0.00158212  0.002621267
#> 
#> $ARG$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05425436 0.0110706 -0.07051116  -0.03948446
#> Sigma[2,2]  3.01648622 0.6192137  2.33724362   3.86033983
#> 
#> $ARG$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03901739 0.01034763  0.02512687   0.05356382
#> Sigma[3,2] -2.17105772 0.53268651 -2.92074335  -1.57589730
#> Sigma[3,3]  1.81868691 0.46918575  1.29515418   2.48140763
#> 
#> $ARG$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.007195178 0.004813628  0.001221121   0.01442184
#> Sigma[4,2] -0.374983001 0.195537821 -0.656620350  -0.15561097
#> Sigma[4,3]  0.553864859 0.181593993  0.371035094   0.85972368
#> Sigma[4,4]  0.362590500 0.084417230  0.300861390   0.51410606
#> 
#> 
#> $ARG$A
#> $ARG$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.905718183 0.03311950  0.85957280   0.95148072
#> lag1_var2  0.197280091 0.07705219  0.08894122   0.30937569
#> lag1_var3  0.324772908 0.12675097  0.14949617   0.51128076
#> lag1_var4 -0.299732440 0.11846770 -0.47219533  -0.13294565
#> const      1.041968010 0.39593320  0.55310348   1.64516643
#> exo1      -0.002442948 0.02324374 -0.03908064   0.02531423
#> exo2      -0.102738687 0.03557612 -0.15437790  -0.05703124
#> exo3       0.032797299 0.04404215 -0.03319217   0.08465730
#> 
#> $ARG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.6729924  1.099088  -3.3147859   -0.2189841
#> lag1_var2  0.9586291  2.453649  -3.1579407    3.5640951
#> lag1_var3  0.4428902  4.019961  -6.2847085    4.8180149
#> lag1_var4  0.2153394  3.792810  -3.9199919    6.5304814
#> const      8.3660919 15.327066 -11.5161296   28.6959533
#> exo1       0.1301412  1.047547  -1.1585869    1.3649911
#> exo2       1.5045890  1.379285  -0.4416453    3.3216537
#> exo3       0.2413908  1.602818  -2.0472030    2.3495992
#> 
#> $ARG$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3542969  0.7982329  -0.7241457    1.3328078
#> lag1_var2  2.2632661  2.1661787  -0.4515345    5.3181702
#> lag1_var3  4.4166393  3.5209098  -0.0156874    9.3964436
#> lag1_var4 -3.6879234  3.3582113  -8.3175280    0.6395533
#> const      5.1051887 12.3159680 -12.6536727   20.3097907
#> exo1      -0.8845314  0.8853657  -2.1584035    0.1361316
#> exo2      -4.4961454  1.0650767  -6.1435880   -3.1698342
#> exo3       1.9783376  1.2637193   0.4440334    3.8833900
#> 
#> $ARG$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7556679 0.4865685   -1.442519   -0.1392091
#> lag1_var2  2.7457892 1.1201184    1.307643    4.3639475
#> lag1_var3  4.5173427 1.8280743    2.186105    7.1692283
#> lag1_var4 -3.3377576 1.7380809   -5.836574   -1.0848825
#> const      9.6078813 5.6883872    3.369491   18.6055082
#> exo1      -0.8670768 0.4283050   -1.605490   -0.4364175
#> exo2      -4.0515796 0.4766153   -4.767059   -3.4959588
#> exo3       2.3772529 0.8207445    1.386773    3.3594731
#> 
#> 
#> 
#> $ARM
#> $ARM$Sigma
#> $ARM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.008367993 0.001151348 0.006812483  0.009891396
#> 
#> $ARM$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.009831942 0.009845992 -0.004975844   0.02247157
#> Sigma[2,2] 0.543073415 0.088877664  0.447764119   0.69571156
#> 
#> $ARM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.02196038 0.00506899 -0.02688437  -0.01301162
#> Sigma[3,2] -0.33273438 0.06291342 -0.42440062  -0.25331976
#> Sigma[3,3]  0.30245035 0.06673170  0.20525912   0.38326507
#> 
#> $ARM$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01683768 0.004799374 -0.02192737 -0.009726472
#> Sigma[4,2]  0.01086359 0.030410590 -0.03031497  0.055136407
#> Sigma[4,3]  0.10254473 0.041341426  0.04747306  0.159795366
#> Sigma[4,4]  0.12145655 0.034546157  0.07920941  0.171677125
#> 
#> 
#> $ARM$A
#> $ARM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93700989 0.03737274  0.88471928   0.98023470
#> lag1_var2  0.02577828 0.15148568 -0.19870503   0.20620354
#> lag1_var3 -0.01265788 0.24333683 -0.37622769   0.27473720
#> lag1_var4  0.02247637 0.23368200 -0.25727590   0.37388214
#> const      0.51585267 0.54331291 -0.36561909   0.97982428
#> exo1       0.04138074 0.07001615 -0.06031273   0.13647380
#> exo2      -0.12144931 0.10209257 -0.24180916   0.01209152
#> exo3       0.01774714 0.08528169 -0.10944433   0.11082412
#> 
#> $ARM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5528279 0.2417345  -0.9070805  -0.24829725
#> lag1_var2  2.2968368 0.9554490   0.9039348   3.48093851
#> lag1_var3  2.3290735 1.5403941   0.1056294   4.26983677
#> lag1_var4 -2.2041127 1.5187912  -4.1627045  -0.03730124
#> const      6.4996548 3.2569355   2.1691509  10.70762212
#> exo1      -0.2004345 0.5257749  -0.7457757   0.71036437
#> exo2       0.4188480 1.0197670  -0.9340041   1.77296420
#> exo3      -1.7639964 0.6303622  -2.5831155  -0.84148078
#> 
#> $ARM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.39999823 0.2248116   0.1039868    0.6968837
#> lag1_var2 -0.49270014 0.6717696  -1.3994188    0.5080503
#> lag1_var3  0.01715461 1.0576877  -1.3841327    1.6002276
#> lag1_var4  0.84177860 1.0055379  -0.6452400    2.1808046
#> const     -1.73870740 2.5250785  -5.1728288    1.7511664
#> exo1      -0.18909298 0.4576652  -0.9434586    0.2739645
#> exo2      -0.82297537 0.8233281  -2.0590328    0.1693385
#> exo3       1.57001039 0.5534152   0.6536055    2.1774904
#> 
#> $ARM$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.05730065 0.1547887 -0.164288879   0.25213500
#> lag1_var2  0.54945644 0.5216311 -0.003403658   1.42761206
#> lag1_var3  0.84118874 0.7973362  0.017971449   2.20251396
#> lag1_var4  0.12200679 0.7612687 -1.193223364   0.88445097
#> const      0.59397966 1.4909218 -0.997139582   2.58411511
#> exo1      -0.35614262 0.2875682 -0.758817194   0.03210947
#> exo2      -0.62844129 0.3555293 -1.056728204  -0.06675072
#> exo3       0.53516869 0.3576778  0.073666250   1.01585017
#> 
#> 
#> 
#> $AUS
#> $AUS$Sigma
#> $AUS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001309312 2.424517e-05 9.849583e-05 0.0001617239
#> 
#> $AUS$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003701581 0.001312146 -0.005100799 -0.001704844
#> Sigma[2,2]  0.317137135 0.068042280  0.223392660  0.416583772
#> 
#> $AUS$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002627706 0.001334266  0.0006992257  0.004102523
#> Sigma[3,2] -0.282799750 0.077244847 -0.3812323870 -0.168885469
#> Sigma[3,3]  0.316022435 0.078952375  0.2016234975  0.405475159
#> 
#> $AUS$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0003077663 0.0006468121 -0.0006341115  0.001046138
#> Sigma[4,2] -0.0853701863 0.0393731263 -0.1273679935 -0.026379321
#> Sigma[4,3]  0.1432426445 0.0364779540  0.0852614112  0.180140015
#> Sigma[4,4]  0.0937428957 0.0187261470  0.0633705325  0.113649146
#> 
#> 
#> $AUS$A
#> $AUS$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.993672755 0.013941729  0.97598299   1.01166592
#> lag1_var2 -0.023130636 0.034385641 -0.06050234   0.02429391
#> lag1_var3 -0.037523804 0.057146314 -0.09985902   0.04072632
#> lag1_var4  0.033739072 0.054343988 -0.04305950   0.08974427
#> const      0.444013110 0.101666011  0.30325484   0.57501284
#> exo1       0.005248858 0.012671510 -0.01202847   0.02288984
#> exo2      -0.050689861 0.008505832 -0.06140408  -0.03799515
#> exo3       0.023303460 0.011703898  0.01199489   0.04157786
#> 
#> $AUS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9318304 0.4601958  -1.2889740   -0.2152040
#> lag1_var2  2.1321157 1.3724750   0.4597362    4.1269066
#> lag1_var3  1.9429851 2.3326804  -0.8621405    5.3191442
#> lag1_var4 -1.6201807 2.3565987  -5.0568798    1.2845666
#> const      5.5025137 4.9642429  -0.9662586   10.7634524
#> exo1      -0.2270985 0.4318402  -0.9235201    0.2730901
#> exo2       1.3379636 0.5211491   0.5024700    1.9584962
#> exo3      -0.7554646 0.5082871  -1.4654399   -0.1218939
#> 
#> $AUS$A$equation3
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8285933165 0.5604943  -0.1198101    1.2912933
#> lag1_var2 -0.3669183689 1.4559732  -2.6949156    1.1340998
#> lag1_var3  0.4993484388 2.4732076  -3.4329996    3.0466176
#> lag1_var4  0.1582769088 2.4996377  -2.5375879    4.1070421
#> const     -0.3213366642 4.9354492  -7.4965713    6.5640311
#> exo1       0.0007738898 0.4522231  -0.7247983    0.4801740
#> exo2      -1.7215194376 0.7469222  -2.6148009   -0.5687685
#> exo3       1.0194694846 0.4174630   0.5106870    1.5751653
#> 
#> $AUS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2495980 0.3270540  -0.3144939    0.5583534
#> lag1_var2  0.7027315 0.7133863  -0.5583036    1.3348834
#> lag1_var3  1.3006012 1.2157209  -0.8467387    2.4068012
#> lag1_var4 -0.4228729 1.2185589  -1.6160703    1.7287698
#> const      1.9366698 2.9221996  -2.1827382    5.8573563
#> exo1      -0.1618705 0.3270608  -0.7014613    0.1899973
#> exo2      -0.8903003 0.4636477  -1.4167235   -0.2218443
#> exo3       0.5685696 0.2415322   0.2233752    0.8681346
#> 
#> 
#> 
#> $AUT
#> $AUT$Sigma
#> $AUT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002055064 3.620472e-05 0.0001456215 0.0002462667
#> 
#> $AUT$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001858913 0.0008552586 -0.002873305 -0.0008443913
#> Sigma[2,2]  0.222854283 0.0711149562  0.155700947  0.3308482531
#> 
#> $AUT$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001145084 0.001164214  6.819072e-05  0.003216429
#> Sigma[3,2] -0.206700099 0.041635592 -2.659862e-01 -0.150497763
#> Sigma[3,3]  0.424921828 0.107501086  2.737945e-01  0.579899395
#> 
#> $AUT$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0000116779 0.0009380503 -0.001007007  0.001547004
#> Sigma[4,2] -0.0776067055 0.0328956648 -0.124085517 -0.032822685
#> Sigma[4,3]  0.3183383165 0.0901690366  0.189860586  0.444098025
#> Sigma[4,4]  0.2873869542 0.0841552021  0.174190968  0.416858529
#> 
#> 
#> $AUT$A
#> $AUT$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97395539 0.01692900  0.950991949  0.997221585
#> lag1_var2  0.03893113 0.04132508 -0.021893965  0.091615756
#> lag1_var3  0.04245515 0.06939348 -0.057516785  0.132161418
#> lag1_var4 -0.04303182 0.06494362 -0.126137335  0.050601982
#> const      0.67619492 0.17862610  0.424314616  0.881607269
#> exo1      -0.00599811 0.01224062 -0.026065961  0.006911022
#> exo2      -0.05758098 0.02017916 -0.078996164 -0.023970694
#> exo3       0.02622516 0.01593479  0.004403695  0.045127508
#> 
#> $AUT$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.573803095 0.5076542  -1.3044990   0.06785947
#> lag1_var2  1.295531136 1.1613849   0.2284164   3.34275870
#> lag1_var3  1.524469125 1.9386159  -0.3306736   4.91735926
#> lag1_var4 -1.278573972 1.8402838  -4.5173762   0.48780454
#> const      3.662946846 6.8322013  -4.7884026  13.74279839
#> exo1      -0.996747103 0.4256770  -1.5543383  -0.36434774
#> exo2      -0.004293905 0.6650671  -0.7852810   0.99818619
#> exo3       1.029815292 0.4168394   0.4611581   1.49452062
#> 
#> $AUT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0959851 0.8986529  -0.2967077    2.1025365
#> lag1_var2 -1.1161367 2.1503546  -4.6754223    1.2899327
#> lag1_var3 -1.6216321 3.5618372  -7.4700826    2.3133887
#> lag1_var4  2.1590380 3.3550245  -1.3921757    7.7850436
#> const     -3.5941248 8.7663580 -15.9584010    9.5897655
#> exo1       0.7385521 0.8881510  -0.4078287    2.0100196
#> exo2      -0.3484210 0.9330850  -1.4400547    0.7801947
#> exo3      -0.2914539 0.6878700  -1.0944304    0.8155795
#> 
#> $AUT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7897713 0.7196895  -0.3756736    1.6610149
#> lag1_var2 -0.6800561 1.6292593  -3.1259199    1.3326699
#> lag1_var3 -1.2854210 2.7115132  -5.2856783    2.0146534
#> lag1_var4  1.9773894 2.5309020  -0.9602854    5.8431744
#> const     -2.8535962 5.9046115 -10.5696128    6.4479544
#> exo1       0.1529215 0.7606695  -0.9421765    1.1484297
#> exo2      -0.3606959 0.7954126  -1.3955305    0.8008463
#> exo3       0.3591481 0.5545959  -0.3374652    1.1950487
#> 
#> 
#> 
#> $AZE
#> $AZE$Sigma
#> $AZE$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003856177 0.0008692415 0.003059601   0.00532136
#> 
#> $AZE$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0007247644 0.004455495 -0.007543679  0.004753818
#> Sigma[2,2]  0.1841996711 0.059514975  0.110497745  0.264310893
#> 
#> $AZE$Sigma$equation3
#>                   mean         sd 5% quantile  95% quantile
#> Sigma[3,1] -0.01356647 0.01299252 -0.03416031  0.0009457479
#> Sigma[3,2] -0.09267043 0.04031224 -0.14465418 -0.0391216176
#> Sigma[3,3]  0.53897728 0.14928897  0.38025072  0.7815447447
#> 
#> $AZE$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1] -0.01447937 0.01223594 -0.033729220 -0.002481737
#> Sigma[4,2]  0.05240678 0.03565932  0.001990757  0.097756444
#> Sigma[4,3]  0.50635394 0.17191711  0.320989451  0.782545340
#> Sigma[4,4]  0.59345318 0.18145946  0.402647025  0.886828227
#> 
#> 
#> $AZE$A
#> $AZE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97912410 0.02005646  0.95144945   1.00318542
#> lag1_var2  0.14326659 0.03982853  0.08837792   0.20163132
#> lag1_var3  0.13307542 0.05461469  0.06099855   0.21559342
#> lag1_var4 -0.13872640 0.05174776 -0.21607360  -0.06993425
#> const      0.60061770 0.47119615 -0.09052501   1.10090759
#> exo1      -0.02776897 0.06728491 -0.12107725   0.06722749
#> exo2       0.01504160 0.04507243 -0.05114941   0.06115791
#> exo3      -0.01605298 0.06502230 -0.09994505   0.07153323
#> 
#> $AZE$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.007450509 0.1723352  -0.2027162    0.2801956
#> lag1_var2 -0.208396386 0.4588400  -0.9764625    0.3619141
#> lag1_var3 -1.305679543 0.6493434  -2.3813482   -0.4974993
#> lag1_var4  1.330060853 0.6228944   0.5563378    2.3639559
#> const      0.190025602 2.8084232  -3.4479356    4.2222536
#> exo1      -0.017633456 0.4683190  -0.7797944    0.4573435
#> exo2       1.904780688 0.4626611   1.2649853    2.4751259
#> exo3      -0.673006030 0.4784262  -1.3851174   -0.1340542
#> 
#> $AZE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6975156 0.2778239   0.2572841    0.9927730
#> lag1_var2 -2.2197985 0.6856897  -3.0318117   -1.2030490
#> lag1_var3 -1.6595333 0.9510839  -2.7585232   -0.2362297
#> lag1_var4  2.5296064 0.9077814   1.1675377    3.5784238
#> const     -5.5262081 4.5496093 -11.4342824    0.7668729
#> exo1      -0.2816813 0.8131951  -1.4034648    0.8207790
#> exo2      -3.3948260 0.8495519  -4.8609470   -2.5301122
#> exo3       1.4252666 0.6037880   0.4636863    2.0388426
#> 
#> $AZE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7655045 0.2961232   0.2313518    0.9817342
#> lag1_var2 -3.0922786 0.7502341  -3.9214063   -1.8143568
#> lag1_var3 -3.5590826 1.0531363  -4.6183238   -1.7419674
#> lag1_var4  4.4591145 1.0066720   2.7224159    5.4755232
#> const     -7.5438892 4.3620878 -11.6408140   -0.1655053
#> exo1      -0.2741806 0.7125060  -1.3778492    0.5653390
#> exo2      -2.2736627 0.8044137  -3.4894902   -1.3777163
#> exo3       1.0178633 0.5680299   0.1469207    1.5066039
#> 
#> 
#> 
#> $BDI
#> $BDI$Sigma
#> $BDI$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000804583 0.0001991752 0.0005060114  0.001071694
#> 
#> $BDI$Sigma$equation2
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001035312 0.0005841444 8.931478e-05  0.001512983
#> Sigma[2,2] 0.022905956 0.0088372847 1.446495e-02  0.037450586
#> 
#> $BDI$Sigma$equation3
#>                    mean         sd  5% quantile  95% quantile
#> Sigma[3,1] -0.002130253 0.00163595 -0.004346673  9.625352e-05
#> Sigma[3,2] -0.040714735 0.01498059 -0.063354149 -2.401295e-02
#> Sigma[3,3]  0.111032905 0.03635126  0.062801121  1.661115e-01
#> 
#> $BDI$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001304153 0.001391343 -0.003235058  0.000601292
#> Sigma[4,2] -0.023652723 0.009591709 -0.037322102 -0.011547022
#> Sigma[4,3]  0.081873384 0.026826974  0.045488770  0.120501891
#> Sigma[4,4]  0.065503368 0.021268339  0.037147804  0.095201203
#> 
#> 
#> $BDI$A
#> $BDI$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  9.935993e-01 0.01907596  0.97780311   1.02364039
#> lag1_var2  4.998164e-02 0.08464705 -0.08277400   0.14421014
#> lag1_var3  5.247197e-02 0.11326714 -0.12498080   0.17437400
#> lag1_var4 -5.989035e-02 0.11005591 -0.17828039   0.11299767
#> const      7.382423e-01 0.20308827  0.43013714   0.94988111
#> exo1      -2.097300e-03 0.02447933 -0.02548343   0.03760641
#> exo2       2.678204e-05 0.01920456 -0.02416085   0.02722480
#> exo3       6.887598e-04 0.01803155 -0.02570651   0.02341615
#> 
#> $BDI$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.007721567 0.1774134  -0.1376334    0.2855401
#> lag1_var2  0.362039105 0.4816367  -0.3938970    0.8173494
#> lag1_var3 -0.735525501 0.6875683  -1.8351973   -0.1189658
#> lag1_var4  0.732024745 0.6559111   0.1393179    1.7818869
#> const      0.129128886 1.4621062  -2.1148788    1.5194835
#> exo1      -0.456248948 0.1679150  -0.6527934   -0.2304697
#> exo2       0.076793972 0.2054376  -0.1778460    0.3925755
#> exo3       0.034456800 0.1863000  -0.1970487    0.2969103
#> 
#> $BDI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.14627021 0.3779319  -0.4480678    0.5117498
#> lag1_var2 -0.09593139 1.2041243  -1.5993942    1.6164090
#> lag1_var3  1.21111921 1.6662750  -0.7577262    3.6594330
#> lag1_var4 -0.25060714 1.6068760  -2.5956661    1.6651201
#> const      0.40402805 3.7077478  -3.5386396    5.6614505
#> exo1       0.67717976 0.2642189   0.3279028    0.9922687
#> exo2      -1.17248413 0.4508898  -1.8750285   -0.6065943
#> exo3       0.05104250 0.2699526  -0.3566972    0.4083035
#> 
#> $BDI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.15139808 0.2904898  -0.2318780    0.4581764
#> lag1_var2 -0.15415991 0.9912609  -1.4388452    1.0160892
#> lag1_var3  0.20609991 1.3479123  -1.5035999    1.8652335
#> lag1_var4  0.76825142 1.3045841  -0.8261892    2.4337982
#> const     -0.77019202 3.0835360  -4.0458350    3.5139472
#> exo1       0.33527899 0.1615575   0.1527787    0.5745417
#> exo2      -1.13184042 0.3337177  -1.6056490   -0.6749530
#> exo3       0.08289021 0.1870335  -0.1838035    0.3465863
#> 
#> 
#> 
#> $BEL
#> $BEL$Sigma
#> $BEL$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001759997 4.73889e-05 0.0001073276 0.0002419651
#> 
#> $BEL$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003775038 0.001469661 -0.005772276 -0.002228793
#> Sigma[2,2]  0.458729360 0.090263371  0.348850408  0.598787234
#> 
#> $BEL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003732156 0.001262166  0.002003627   0.00551843
#> Sigma[3,2] -0.225781100 0.071311576 -0.336740996  -0.13987975
#> Sigma[3,3]  0.295462801 0.060691502  0.228477432   0.39274246
#> 
#> $BEL$Sigma$equation4
#>                   mean           sd   5% quantile 95% quantile
#> Sigma[4,1] 0.001859079 0.0008728976  0.0008725327   0.00312921
#> Sigma[4,2] 0.016725675 0.0397958612 -0.0489907129   0.05104360
#> Sigma[4,3] 0.191141855 0.0450393172  0.1258338247   0.24914625
#> Sigma[4,4] 0.216606537 0.0426015930  0.1501769675   0.25882210
#> 
#> 
#> $BEL$A
#> $BEL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.974287241 0.01175492  0.96030455  0.990767634
#> lag1_var2  0.007112293 0.02037858 -0.02437740  0.029950853
#> lag1_var3  0.004973662 0.03986198 -0.05427691  0.053976441
#> lag1_var4 -0.002298018 0.03624929 -0.04734637  0.051613031
#> const      0.530865729 0.14212523  0.29788498  0.690657448
#> exo1      -0.016302388 0.01250176 -0.02881008  0.001882297
#> exo2      -0.065241616 0.01223271 -0.08492131 -0.052421108
#> exo3       0.051620295 0.01122981  0.04025794  0.069936878
#> 
#> $BEL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3249307 0.7798075  -0.4152065     1.601002
#> lag1_var2  0.9792039 1.5308540  -1.4640505     2.695529
#> lag1_var3  0.5493133 2.9112296  -4.1721608     3.816527
#> lag1_var4 -0.7683361 2.6085302  -3.7409818     3.456518
#> const      5.0688280 5.6141439  -4.0948974    10.051954
#> exo1       0.1233155 0.6148432  -0.5975134     1.111807
#> exo2       0.2267160 0.9601212  -1.0530604     1.648342
#> exo3       0.7635290 0.8529938  -0.5884648     1.760386
#> 
#> $BEL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05875283 0.7111985  -0.9953825    0.9918231
#> lag1_var2 -0.09461317 1.1470427  -1.6237341    1.3437925
#> lag1_var3  0.41856386 2.1492167  -2.4737834    3.1373094
#> lag1_var4  0.57476551 1.9003088  -1.8067290    3.1020701
#> const     -2.63777398 6.0347401 -10.2536302    7.1408520
#> exo1      -0.10180642 0.5437798  -0.8699843    0.5768447
#> exo2      -0.50746342 0.7827103  -1.6028540    0.5072036
#> exo3       0.36833209 0.6471330  -0.3416997    1.4143503
#> 
#> $BEL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.24682663 0.5691042  -0.4336353  1.019667041
#> lag1_var2  0.09710703 0.8487827  -1.1884128  1.014718287
#> lag1_var3  0.08188232 1.6181144  -2.3970519  1.775105959
#> lag1_var4  0.81760163 1.4045614  -0.6264879  3.000753674
#> const     -1.59305190 4.3125553  -8.0223560  3.858337851
#> exo1      -0.04150652 0.4924791  -0.6722423  0.655797935
#> exo2      -0.40493015 0.3689682  -1.0049611  0.007526485
#> exo3       0.83274057 0.5085351   0.1307759  1.523960411
#> 
#> 
#> 
#> $BEN
#> $BEN$Sigma
#> $BEN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002918554 9.091668e-05 0.0001901149 0.0004406065
#> 
#> $BEN$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0008915601 0.000975684 -0.002317877 0.0002737573
#> Sigma[2,2]  0.0891094929 0.042526881  0.044432409 0.1580041175
#> 
#> $BEN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0008474084 0.001496726 -0.001254496  0.003141122
#> Sigma[3,2] -0.0678912626 0.048616622 -0.147844508 -0.013362904
#> Sigma[3,3]  0.2583255627 0.072189176  0.166696627  0.365131429
#> 
#> $BEN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.000230327 0.001221208 -0.001702562  0.001677028
#> Sigma[4,2] -0.004045137 0.033894668 -0.045086203  0.045442622
#> Sigma[4,3]  0.214254022 0.050590756  0.148898815  0.295342148
#> Sigma[4,4]  0.216079727 0.048370444  0.164523664  0.299981948
#> 
#> 
#> $BEN$A
#> $BEN$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.991006888 0.008878988  0.975285025  0.998430457
#> lag1_var2 -0.022511328 0.057898977 -0.077563334  0.073641868
#> lag1_var3 -0.044366743 0.083455424 -0.120817549  0.093487486
#> lag1_var4  0.041430369 0.083488693 -0.096452856  0.117578738
#> const      0.443954548 0.206695085  0.254904032  0.802020039
#> exo1       0.008943331 0.021340535 -0.012521059  0.045210336
#> exo2      -0.030147944 0.017511940 -0.051590321 -0.004480454
#> exo3       0.012860617 0.016376877 -0.008254581  0.038043093
#> 
#> $BEN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1997602 0.1984916 -0.01292643    0.5120960
#> lag1_var2 -0.4468218 1.0739995 -1.70856037    1.2011591
#> lag1_var3 -1.7184239 1.5390303 -3.53819011    0.6144799
#> lag1_var4  1.7073120 1.5353502 -0.62601345    3.5164235
#> const     -3.4505811 4.1197471 -9.29936056    1.5588421
#> exo1      -0.0900896 0.3425298 -0.50805267    0.4473731
#> exo2       0.3783666 0.2740402 -0.04395452    0.6572217
#> exo3       0.1087882 0.2627360 -0.24094023    0.5175758
#> 
#> $BEN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.49373243 0.3080036  -0.9654481  -0.11197936
#> lag1_var2  2.56034406 2.4616911  -0.6754483   6.43340278
#> lag1_var3  5.54673474 3.3773268   1.3514810  11.03385068
#> lag1_var4 -4.54230384 3.3607340  -9.9954367  -0.37694482
#> const     11.48963688 6.1349411   4.6615974  20.93829154
#> exo1       0.06360801 0.6263380  -0.9019198   0.85873975
#> exo2      -0.55650542 0.5366347  -1.2396775   0.05604264
#> exo3      -0.45667719 0.4598382  -1.1342390   0.09556968
#> 
#> $BEN$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.349928805 0.3334596  -0.8570807   0.08929164
#> lag1_var2  2.047003304 2.2379739  -0.4832225   5.64010738
#> lag1_var3  4.072164784 3.0638661   0.6822592   9.11020562
#> lag1_var4 -3.065148473 3.0450607  -8.0650691   0.30578939
#> const      8.264623986 6.2527136  -0.1452261  16.98161451
#> exo1      -0.004445651 0.5463336  -0.9577466   0.53077930
#> exo2      -0.301696940 0.5866622  -1.0401335   0.47633578
#> exo3      -0.397724909 0.5001194  -1.1082440   0.21591949
#> 
#> 
#> 
#> $BFA
#> $BFA$Sigma
#> $BFA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004701232 0.0001429759 0.0002771844 0.0006796145
#> 
#> $BFA$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0005768563 0.0005316039 -0.001446813 6.044470e-07
#> Sigma[2,2]  0.0298972399 0.0092117051  0.019064514 4.521647e-02
#> 
#> $BFA$Sigma$equation3
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0001031026 0.0009617623 -0.001475045  0.001222570
#> Sigma[3,2] -0.0158342733 0.0059373753 -0.023629352 -0.006914523
#> Sigma[3,3]  0.0492825550 0.0136239972  0.034442744  0.070913604
#> 
#> $BFA$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0002788033 0.0007917579 -0.0015574208 0.0005347088
#> Sigma[4,2]  0.0059416811 0.0060736905 -0.0004677425 0.0158230916
#> Sigma[4,3]  0.0372937276 0.0123566478  0.0260866509 0.0576577876
#> Sigma[4,4]  0.0413642009 0.0105378959  0.0320595859 0.0584507999
#> 
#> 
#> $BFA$A
#> $BFA$A$equation1
#>                    mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9995423067 0.01232217  0.979315957   1.01215251
#> lag1_var2 -0.0759183796 0.06102166 -0.139117920   0.02015362
#> lag1_var3 -0.0995859292 0.09623910 -0.202243100   0.05232684
#> lag1_var4  0.0953571937 0.09512109 -0.055023181   0.19674333
#> const      0.3888528581 0.22204190  0.183536178   0.77310313
#> exo1      -0.0002042148 0.01747453 -0.021105338   0.02410101
#> exo2      -0.0400001842 0.01017269 -0.054491049  -0.02574984
#> exo3       0.0163170316 0.01241644 -0.001799089   0.03346932
#> 
#> $BFA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.10443570 0.1026617 -0.05528742    0.2124053
#> lag1_var2  0.76343306 0.2759142  0.35038840    1.1008699
#> lag1_var3  0.04021545 0.3864722 -0.54099910    0.5692730
#> lag1_var4 -0.06935035 0.3802290 -0.59395771    0.4997804
#> const      0.76215646 1.8045532 -0.65191727    3.8760324
#> exo1       0.09555874 0.1331199 -0.06325305    0.2929117
#> exo2       0.20808570 0.1066493  0.03761718    0.3248497
#> exo3       0.06637093 0.2036260 -0.23150742    0.3331275
#> 
#> $BFA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6549282 0.1579728  -0.8807717  -0.47526347
#> lag1_var2  2.6137718 0.7074858   1.7959838   3.65446546
#> lag1_var3  4.1370363 1.1479110   2.6616347   5.78399163
#> lag1_var4 -3.0663062 1.1373516  -4.6958832  -1.59619184
#> const      7.7503546 3.1927515   3.8675216  12.28273631
#> exo1      -0.1159270 0.1323908  -0.2954220   0.07088612
#> exo2      -0.3827800 0.2011771  -0.6316688  -0.14592876
#> exo3       0.5005481 0.2089867   0.1860706   0.74172155
#> 
#> $BFA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.54764341 0.1463865  -0.7749333  -0.36901703
#> lag1_var2  2.68265628 0.6771872   1.8146819   3.75924634
#> lag1_var3  3.50630408 1.0648290   2.1098409   5.12511602
#> lag1_var4 -2.44353689 1.0540043  -4.0409204  -1.05253353
#> const      6.61406770 2.9575774   2.5478286  10.55150041
#> exo1      -0.04212304 0.2080709  -0.3077665   0.22077715
#> exo2      -0.27954838 0.1574005  -0.4927448  -0.08934485
#> exo3       0.55623537 0.2103154   0.2723758   0.82354703
#> 
#> 
#> 
#> $BGD
#> $BGD$Sigma
#> $BGD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001053536 3.125981e-05 6.869612e-05 0.0001484448
#> 
#> $BGD$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0005956959 0.0009953428 -0.002160676 0.0006685413
#> Sigma[2,2]  0.1457098847 0.0333611000  0.106417210 0.1927481192
#> 
#> $BGD$Sigma$equation3
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0004285855 0.0006609522 -0.0003953117  0.001314182
#> Sigma[3,2] -0.0963759503 0.0295914190 -0.1435070129 -0.065060623
#> Sigma[3,3]  0.2204174969 0.0650535253  0.1578129553  0.324803984
#> 
#> $BGD$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  9.355383e-05 0.0005942596 -0.0004234837  0.001012388
#> Sigma[4,2] -1.269590e-02 0.0353976172 -0.0684302606  0.023820946
#> Sigma[4,3]  1.722323e-01 0.0538045291  0.1195564484  0.259872185
#> Sigma[4,4]  1.724522e-01 0.0395378229  0.1270534007  0.231534539
#> 
#> 
#> $BGD$A
#> $BGD$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  1.008148329 0.006572834  0.998291929  1.016469569
#> lag1_var2 -0.063492474 0.035788676 -0.114901933 -0.014496898
#> lag1_var3 -0.111982498 0.058306542 -0.193744825 -0.032944308
#> lag1_var4  0.104981876 0.058158888  0.027278412  0.186405850
#> const      0.249021845 0.146929273  0.039967536  0.419700154
#> exo1       0.002903986 0.007416714 -0.007226688  0.013282188
#> exo2      -0.023834883 0.015200233 -0.041186360 -0.002980474
#> exo3      -0.003170405 0.009287133 -0.012216423  0.012612569
#> 
#> $BGD$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5975760 0.1229830  0.45351208    0.7984329
#> lag1_var2 -1.0402589 0.5282416 -1.75567111   -0.3062061
#> lag1_var3 -2.7937143 0.9430769 -4.13116202   -1.4549738
#> lag1_var4  2.6461504 0.9447741  1.29677302    3.9877837
#> const     -5.0841165 1.4868894 -7.59847298   -3.6115232
#> exo1       0.4107660 0.2605293  0.08412467    0.7776384
#> exo2       0.8128470 0.3567509  0.29760999    1.3174172
#> exo3       0.2743008 0.4534357 -0.31839440    0.8718699
#> 
#> $BGD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2910091 0.2527855 -0.59597969   0.09303864
#> lag1_var2  2.0392564 1.1887711  0.43596064   3.76327199
#> lag1_var3  4.2627007 1.9377479  1.77812379   7.04321964
#> lag1_var4 -3.2910774 1.9316405 -6.05545472  -0.85006056
#> const      8.4582036 3.9406166  2.78459798  13.14104127
#> exo1      -0.3562678 0.4169879 -0.88629219   0.23289648
#> exo2      -0.7739845 0.4643652 -1.31336244  -0.13689116
#> exo3       0.6555054 0.6213990 -0.03208034   1.60494493
#> 
#> $BGD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05259463 0.2403873 -0.21383195    0.4339786
#> lag1_var2  1.22349736 1.2903273 -0.21342374    3.1446856
#> lag1_var3  2.27794297 2.1520892 -0.02492884    5.5734302
#> lag1_var4 -1.37380095 2.1598934 -4.75904443    0.9184727
#> const      4.53695478 4.0737551 -1.77270666    9.6598576
#> exo1      -0.12318099 0.4976550 -0.62450137    0.6581904
#> exo2      -0.31436097 0.4328868 -0.80314755    0.3251920
#> exo3       0.86278703 0.5897342  0.20722746    1.7335169
#> 
#> 
#> 
#> $BGR
#> $BGR$Sigma
#> $BGR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002139642 0.0007479088 0.001453164   0.00333176
#> 
#> $BGR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04739011 0.02269584 -0.08089998  -0.01777912
#> Sigma[2,2]  3.32544985 1.07831529  2.11963205   4.89397173
#> 
#> $BGR$Sigma$equation3
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02975406 0.0134837  0.01270984   0.04619201
#> Sigma[3,2] -1.74607940 0.5557299 -2.45856442  -1.06148724
#> Sigma[3,3]  1.41728868 0.3445308  0.99103424   1.86235763
#> 
#> $BGR$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.004291666 0.006156487 -0.003018515   0.01397313
#> Sigma[4,2] 0.057089662 0.281838637 -0.198135905   0.50549476
#> Sigma[4,3] 0.518046666 0.176198656  0.302787271   0.76946612
#> Sigma[4,4] 0.604586738 0.127004823  0.454064894   0.77120769
#> 
#> 
#> $BGR$A
#> $BGR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98227302 0.03797092  0.930299171   1.03224967
#> lag1_var2  0.02295560 0.04228947 -0.026990086   0.07965784
#> lag1_var3  0.04676179 0.08217087 -0.048382247   0.15722743
#> lag1_var4 -0.05054798 0.07041655 -0.143817012   0.03001015
#> const      0.67433776 0.39015026  0.267548943   1.29919244
#> exo1       0.04311190 0.05985921 -0.042534650   0.12398402
#> exo2      -0.05733190 0.06362696 -0.137199232   0.02010016
#> exo3       0.06712077 0.03571391  0.004652921   0.10327887
#> 
#> $BGR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.1476191 0.9181247 -2.42466567     0.169273
#> lag1_var2  2.0368212 1.4010603  0.03750462     3.867174
#> lag1_var3  2.0878376 2.6860127 -1.59149705     5.676332
#> lag1_var4 -1.6985674 2.4117070 -4.98161245     1.494510
#> const      7.8628697 9.7238430 -5.31110310    20.773009
#> exo1      -0.8061822 2.0322441 -3.71519324     1.988584
#> exo2       1.0460009 1.6659867 -1.13652388     3.014822
#> exo3      -0.1713867 1.5784057 -2.11071618     2.331489
#> 
#> $BGR$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  1.7789627  0.7105995   1.0255331    3.0116728
#> lag1_var2 -1.8446232  1.1426174  -3.6649512   -0.7919907
#> lag1_var3 -2.4145744  2.1947614  -5.9234453   -0.4729354
#> lag1_var4  2.7605450  1.9704340   0.9760503    5.9845095
#> const     -8.1125440 11.1510148 -20.6693921    8.3393998
#> exo1       0.6610996  1.3800813  -1.5050815    2.3431773
#> exo2      -1.3711410  1.0221705  -2.3416947    0.4496168
#> exo3      -0.4518914  1.0559625  -1.8913907    0.9130765
#> 
#> $BGR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.3445859 0.5025521   0.7533033   2.05234770
#> lag1_var2 -1.3335487 0.6244451  -2.2531360  -0.58163527
#> lag1_var3 -2.3690347 1.1726326  -4.1006583  -0.96661371
#> lag1_var4  2.8909343 1.0278320   1.6621419   4.45818804
#> const     -6.5063063 7.6339326 -15.6691660   5.34828473
#> exo1       0.2308799 0.6864857  -0.8064994   1.04600028
#> exo2      -0.8601662 0.8254717  -1.8868849   0.07504843
#> exo3      -0.5674034 0.7937346  -1.7532300   0.47683549
#> 
#> 
#> 
#> $BHR
#> $BHR$Sigma
#> $BHR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006195827 9.790623e-05 0.0005057791 0.0007710115
#> 
#> $BHR$Sigma$equation2
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0009940595 0.0003167426 -0.001405762 -0.0006064668
#> Sigma[2,2]  0.0052265244 0.0017113424  0.003533883  0.0081587276
#> 
#> $BHR$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002595006 0.001870153 -0.0001891799  0.004760700
#> Sigma[3,2] -0.007307822 0.004584118 -0.0143272428 -0.001950363
#> Sigma[3,3]  0.126677101 0.038467818  0.0771760696  0.182758086
#> 
#> $BHR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001974575 0.001801909 -0.0005695652  0.004166332
#> Sigma[4,2] -0.003844386 0.004702143 -0.0114707874  0.001551432
#> Sigma[4,3]  0.122453940 0.036485817  0.0741792683  0.175702802
#> Sigma[4,4]  0.120608137 0.034488193  0.0742448449  0.171569255
#> 
#> 
#> $BHR$A
#> $BHR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.971064744 0.03224238  0.92417970   1.01486989
#> lag1_var2  0.037671191 0.09742539 -0.08394178   0.17090366
#> lag1_var3  0.041544377 0.13946058 -0.13365045   0.23528763
#> lag1_var4 -0.039148710 0.13453456 -0.22801672   0.12804991
#> const      0.556689866 0.35086896  0.14744108   1.07494755
#> exo1       0.018809261 0.02878252 -0.01196437   0.06100743
#> exo2      -0.083027948 0.02761045 -0.12103375  -0.04846015
#> exo3      -0.006141375 0.02999068 -0.04981718   0.02388859
#> 
#> $BHR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.01731141 0.09041390 -0.07753783    0.1610072
#> lag1_var2  0.33669638 0.26399914 -0.06331419    0.6869728
#> lag1_var3 -0.27165241 0.36803590 -0.89914058    0.1236379
#> lag1_var4  0.26917112 0.35404738 -0.11120841    0.8698402
#> const      0.30207800 0.96651506 -1.30375324    1.3207888
#> exo1      -0.04800740 0.08267409 -0.16842619    0.0389224
#> exo2       0.56355675 0.09398209  0.44043990    0.7106216
#> exo3       0.06792766 0.05503495 -0.00782439    0.1386152
#> 
#> $BHR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4114783 0.3411949 -0.04804994    0.9014719
#> lag1_var2 -0.9126023 1.4091300 -3.23381503    0.5738067
#> lag1_var3 -0.7819399 2.2004788 -4.43373943    1.6509188
#> lag1_var4  1.6930894 2.1463614 -0.64576625    5.2560384
#> const     -3.8089376 3.7679426 -9.41810834    0.6809152
#> exo1       0.5204177 0.3021839  0.14189500    0.9125183
#> exo2      -1.7255021 0.4553209 -2.27037521   -1.2284668
#> exo3      -0.2190085 0.4906252 -0.96910294    0.3337605
#> 
#> $BHR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4386198 0.3009911  0.07845893    0.9069492
#> lag1_var2 -0.8788202 1.3429448 -3.12170869    0.4180966
#> lag1_var3 -1.2472303 2.0624425 -4.74659788    0.8023265
#> lag1_var4  2.1637148 2.0163276  0.14939969    5.5793765
#> const     -4.4368301 3.4707686 -9.94490624   -0.7050730
#> exo1       0.4909980 0.2813013  0.14838846    0.8370268
#> exo2      -1.3427229 0.4265363 -1.83688589   -0.8444688
#> exo3      -0.1703762 0.4598982 -0.87865825    0.3333403
#> 
#> 
#> 
#> $BHS
#> $BHS$Sigma
#> $BHS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009887295 0.0002081816 0.0007789843  0.001353353
#> 
#> $BHS$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03142523 0.008276727 -0.04386049  -0.02112542
#> Sigma[2,2]  2.90494084 0.462394667  2.29964848   3.50152737
#> 
#> $BHS$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02819573 0.006978116  0.02068161     0.039417
#> Sigma[3,2] -2.22732798 0.381822067 -2.76267201    -1.777085
#> Sigma[3,3]  1.78391794 0.321235543  1.40764420     2.238716
#> 
#> $BHS$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.005679083 0.001545171  0.00381374  0.008125819
#> Sigma[4,2] -0.086139526 0.093639430 -0.22505331  0.033052079
#> Sigma[4,3]  0.150559673 0.066381805  0.07942361  0.257164965
#> Sigma[4,4]  0.096978418 0.028411083  0.07056449  0.144276200
#> 
#> 
#> $BHS$A
#> $BHS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96824751 0.01201939  0.95297575   0.98739563
#> lag1_var2  0.06630757 0.02159698  0.04178443   0.10150126
#> lag1_var3  0.09259973 0.03052074  0.05799328   0.14116662
#> lag1_var4 -0.09361278 0.02885879 -0.14092854  -0.06366271
#> const      0.84877014 0.11058513  0.69918178   0.98888518
#> exo1      -0.02984316 0.04305531 -0.09335674   0.02385730
#> exo2      -0.28150208 0.02804092 -0.32475292  -0.25372342
#> exo3       0.04675272 0.02886189  0.01460918   0.08876560
#> 
#> $BHS$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1  1.0447470 1.042093  -0.3833891     2.307195
#> lag1_var2 -0.7729967 2.580931  -3.9244905     2.550082
#> lag1_var3 -1.9828937 3.695078  -6.4034965     2.844952
#> lag1_var4  1.8295090 3.472578  -2.7211189     6.016404
#> const     -9.3694543 9.883605 -21.8187888     5.353305
#> exo1      -0.5892686 1.868329  -2.5267598     2.448618
#> exo2       2.4195876 2.185229  -0.3831440     5.693986
#> exo3       0.5045073 2.286862  -2.6966035     3.225240
#> 
#> $BHS$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.1791046 0.8034119  -2.2213068   -0.1329889
#> lag1_var2  2.8346774 2.0009877   0.5652775    5.3968596
#> lag1_var3  4.5422155 2.8609015   1.2174031    8.1935579
#> lag1_var4 -3.4067004 2.6809731  -6.9480061   -0.3175916
#> const     14.8719897 7.3227866   6.2704582   26.7186524
#> exo1       0.4056667 1.5917714  -2.2881207    1.8935613
#> exo2      -6.2360660 1.6171670  -8.7511580   -4.2850983
#> exo3      -0.1707274 1.8249150  -2.4011195    2.3500192
#> 
#> $BHS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.46656727 0.3557431  -0.9011885   0.06433456
#> lag1_var2  1.98260904 0.5433176   1.2514382   2.75892080
#> lag1_var3  2.70076070 0.7517496   1.6789923   3.76929081
#> lag1_var4 -1.64557773 0.6862783  -2.6000951  -0.72485804
#> const      6.92263637 3.3297269   1.9223609  11.05048513
#> exo1      -0.03325151 0.3256760  -0.5425105   0.27961294
#> exo2      -5.10293453 0.1873972  -5.3842806  -4.83848730
#> exo3       0.22467967 0.3024381  -0.2233746   0.60512560
#> 
#> 
#> 
#> $BIH
#> $BIH$Sigma
#> $BIH$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01237167 0.001902359  0.01003972   0.01525365
#> 
#> $BIH$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01407273 0.02770604 -0.05548552   0.02063803
#> Sigma[2,2]  1.69342619 0.51991588  1.07805832   2.47291840
#> 
#> $BIH$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00937308 0.01393748 -0.008808342   0.02885333
#> Sigma[3,2] -0.77064363 0.21003727 -1.075303470  -0.52900944
#> Sigma[3,3]  0.43449896 0.08265720  0.329054955   0.56340554
#> 
#> $BIH$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.003209114 0.004358412 -0.001946795  0.009409295
#> Sigma[4,2] 0.008719672 0.051847990 -0.060946173  0.079709257
#> Sigma[4,3] 0.100363784 0.038096635  0.044995403  0.143633930
#> Sigma[4,4] 0.132779937 0.023334425  0.101832456  0.162168125
#> 
#> 
#> $BIH$A
#> $BIH$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.955305624 0.05100085  0.88314957   1.02384352
#> lag1_var2  0.060310146 0.02522785  0.02628783   0.09405974
#> lag1_var3  0.144329349 0.05700802  0.07196853   0.23212457
#> lag1_var4 -0.134171168 0.05432324 -0.21423453  -0.07415044
#> const      0.725490888 0.43208266  0.28088764   1.31983759
#> exo1       0.006039517 0.06935653 -0.09932020   0.08381985
#> exo2      -0.046769230 0.14828103 -0.25601468   0.11888682
#> exo3       0.057961990 0.11794003 -0.04915733   0.24354951
#> 
#> $BIH$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6383319 0.7098436 -1.55992373    0.3472233
#> lag1_var2  2.0589737 0.5257835  1.37081154    2.7579684
#> lag1_var3  2.2291036 1.1430073  0.68138521    3.6800576
#> lag1_var4 -2.1333263 0.9562524 -3.35373070   -0.9837397
#> const      8.8228766 4.9088032  1.96439641   14.0647856
#> exo1      -4.2315088 0.9558920 -5.32470163   -2.8888954
#> exo2       1.7664878 1.5222513 -0.02779301    4.0884822
#> exo3       0.7314672 1.3160953 -0.81109033    2.6259797
#> 
#> $BIH$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8282432 0.3263282   0.4144671    1.2227134
#> lag1_var2 -0.7883529 0.2907355  -1.2439617   -0.4793527
#> lag1_var3 -0.6070328 0.6163499  -1.5619488    0.1007257
#> lag1_var4  1.3188842 0.4962178   0.6668309    2.0385095
#> const     -4.4093422 2.6902706  -7.2316270   -0.6841314
#> exo1       2.1914328 0.6273520   1.1863822    2.9374613
#> exo2      -1.3195153 0.7149177  -2.2515402   -0.2681978
#> exo3       1.6866535 0.7430237   0.7748429    2.6804033
#> 
#> $BIH$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6309838 0.1495196   0.4265150  0.838960875
#> lag1_var2 -0.2836251 0.1704846  -0.4577087 -0.033881011
#> lag1_var3 -0.5510693 0.3733540  -0.9401110  0.004298256
#> lag1_var4  1.2995167 0.3089998   0.8259558  1.628592174
#> const     -2.3414352 1.5124361  -4.3467780 -0.363690576
#> exo1       0.4042245 0.4143415  -0.1114592  0.920849313
#> exo2      -0.5085030 0.4724095  -1.2194146  0.047491184
#> exo3       2.4288384 0.4148564   1.9030668  2.986608608
#> 
#> 
#> 
#> $BLR
#> $BLR$Sigma
#> $BLR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002898817 0.0009405381 0.001968811  0.004349531
#> 
#> $BLR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07904446 0.03541501  -0.1349057  -0.04790642
#> Sigma[2,2]  5.53919200 2.22560013   3.4858872   9.46555307
#> 
#> $BLR$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0497522 0.02339051  0.02923868   0.08794917
#> Sigma[3,2] -3.4146170 1.43438901 -5.91668955  -2.05520742
#> Sigma[3,3]  2.1447315 0.92593493  1.25342740   3.73988110
#> 
#> $BLR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003313614 0.003127102  0.0002854545  0.008882075
#> Sigma[4,2] -0.151195414 0.166304437 -0.4333841414  0.016217921
#> Sigma[4,3]  0.137304265 0.105821430  0.0304775927  0.315380226
#> Sigma[4,4]  0.053325320 0.013772724  0.0328526283  0.072168076
#> 
#> 
#> $BLR$A
#> $BLR$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  1.085104742 0.03066948  1.045314466   1.12623312
#> lag1_var2 -0.255248201 0.06281275 -0.333741854  -0.17503067
#> lag1_var3 -0.447778711 0.10995328 -0.582890649  -0.31048943
#> lag1_var4  0.419249842 0.10524980  0.290508366   0.54767409
#> const     -0.434012275 0.41228663 -0.861247382   0.26999293
#> exo1       0.043213218 0.05295197 -0.002328352   0.13043899
#> exo2       0.004116873 0.04669570 -0.068714542   0.05589701
#> exo3       0.056236333 0.06080171 -0.034610663   0.13621686
#> 
#> $BLR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.4791372  1.633148   -3.592785    0.9419882
#> lag1_var2  5.5742545  2.164855    2.553294    8.1910244
#> lag1_var3  8.3310630  3.760268    3.065439   12.8496232
#> lag1_var4 -8.1312409  3.467674  -12.054314   -3.1813778
#> const     27.9859731 15.522374    3.545433   47.0757777
#> exo1      -0.2032514  2.110187   -3.458787    1.7922804
#> exo2      -1.4327969  3.062579   -6.452749    1.7878040
#> exo3      -1.4856459  3.036107   -6.187090    2.2079251
#> 
#> $BLR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.5033260 0.9467566    0.074385     2.791749
#> lag1_var2  -3.9426143 1.2651887   -5.421256    -2.265339
#> lag1_var3  -6.0237675 2.1947330   -8.601225    -3.088543
#> lag1_var4   6.7013522 2.0318044    3.920270     9.097730
#> const     -19.4037184 9.0394961  -29.657379    -4.375565
#> exo1        0.1669214 1.2812073   -1.161844     2.071659
#> exo2        0.7577620 1.8850849   -1.276537     3.815731
#> exo3        0.9159307 1.8166212   -1.309900     3.707381
#> 
#> $BLR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.73889398 0.2301383   0.4098906    1.0457033
#> lag1_var2 -1.13678770 0.3703680  -1.5859735   -0.5560028
#> lag1_var3 -1.92501410 0.6284018  -2.6851720   -0.9400401
#> lag1_var4  2.70991508 0.5655699   1.8211332    3.3795096
#> const     -4.83120048 1.6014203  -7.1143902   -2.5963932
#> exo1       0.03914458 0.1996525  -0.2737157    0.2367493
#> exo2      -0.11565947 0.2392392  -0.3996836    0.2549475
#> exo3       0.01562908 0.2097764  -0.3100835    0.2928161
#> 
#> 
#> 
#> $BLZ
#> $BLZ$Sigma
#> $BLZ$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008467308 0.0001663882 0.0005596176  0.001015849
#> 
#> $BLZ$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008551429 0.002872994 -0.01298151 -0.005776493
#> Sigma[2,2]  0.688350272 0.124589654  0.55537557  0.881092274
#> 
#> $BLZ$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005655651 0.00187762  0.003687617  0.008025556
#> Sigma[3,2] -0.470754459 0.09009524 -0.625574364 -0.375447438
#> Sigma[3,3]  0.419570798 0.08651496  0.319867214  0.554270012
#> 
#> $BLZ$Sigma$equation4
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0007449875 0.00178180 -0.001573833  0.003288644
#> Sigma[4,2] -0.0627175849 0.04759910 -0.135049037 -0.014247577
#> Sigma[4,3]  0.1484601874 0.04925390  0.092626820  0.222568418
#> Sigma[4,4]  0.1204187162 0.02979272  0.082201484  0.160053208
#> 
#> 
#> $BLZ$A
#> $BLZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00412098 0.01612276  0.98168820  1.024786591
#> lag1_var2 -0.04229269 0.02435958 -0.07720446 -0.011160019
#> lag1_var3 -0.08326216 0.04248264 -0.14492234 -0.030598347
#> lag1_var4  0.07523023 0.04043734  0.02648691  0.134299522
#> const      0.35729433 0.24712135  0.05947096  0.697196023
#> exo1      -0.03778636 0.02603573 -0.07440641 -0.006094752
#> exo2      -0.17465396 0.01126330 -0.19328581 -0.161624610
#> exo3       0.11050747 0.03563410  0.06562877  0.156731836
#> 
#> $BLZ$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9673402 0.7596389  -2.1827523  -0.07526585
#> lag1_var2  2.8085533 0.8432583   1.3588563   3.68967768
#> lag1_var3  3.5921267 1.4329868   1.0831297   5.02404119
#> lag1_var4 -3.3851933 1.2810519  -4.5790501  -1.10324242
#> const     11.3874579 5.9128418   2.4129027  18.17035919
#> exo1      -0.2269290 0.8673062  -1.5262582   0.83690170
#> exo2       1.9624330 0.7685536   1.0672003   3.08418933
#> exo3       0.1687063 0.6964333  -0.6621982   1.13232597
#> 
#> $BLZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0790875 0.5031245   0.3911479    1.8784436
#> lag1_var2 -1.5851717 0.3618080  -2.1299444   -1.1362851
#> lag1_var3 -2.0856250 0.6212507  -3.0140595   -1.2757083
#> lag1_var4  2.8039736 0.5681716   2.0670007    3.6010781
#> const     -8.1834526 4.7564859 -13.2316240   -0.1107770
#> exo1       0.1632079 0.5874127  -0.6678183    0.9143720
#> exo2      -3.2249362 0.5906370  -4.2249604   -2.7278339
#> exo3      -0.1586469 0.5746739  -1.0038915    0.4981725
#> 
#> $BLZ$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.52515260 0.2943912   0.1694679   0.94851780
#> lag1_var2 -0.33235240 0.2792134  -0.8309030  -0.08899089
#> lag1_var3 -0.66746544 0.4661263  -1.4823705  -0.26840716
#> lag1_var4  1.53222214 0.4086008   1.1417397   2.23255086
#> const     -3.32496788 2.2830281  -6.0765272  -0.44689618
#> exo1       0.03935702 0.2984200  -0.3920016   0.38288743
#> exo2      -2.22368843 0.4026997  -2.8549183  -1.72632683
#> exo3      -0.04962785 0.3349579  -0.6070976   0.22887434
#> 
#> 
#> 
#> $BOL
#> $BOL$Sigma
#> $BOL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002473022 7.930984e-05 0.0001480992 0.0003516909
#> 
#> $BOL$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002227312 0.001328278 -0.004418682 -0.0009688126
#> Sigma[2,2]  0.138409801 0.034408752  0.095714206  0.1890659257
#> 
#> $BOL$Sigma$equation3
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0001590905 0.00501986 -0.006332026   0.00674835
#> Sigma[3,2] -0.2815094532 0.10202617 -0.436458888  -0.13627585
#> Sigma[3,3]  3.1067197350 0.53587985  2.423276662   3.89400774
#> 
#> $BOL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001770717 0.004347761 -0.007285267  0.003769949
#> Sigma[4,2] -0.190551309 0.087708119 -0.317495416 -0.055997631
#> Sigma[4,3]  2.998456121 0.523056745  2.402595208  3.811972796
#> Sigma[4,4]  2.952479303 0.513138833  2.405977238  3.781358427
#> 
#> 
#> $BOL$A
#> $BOL$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.99672544 0.008881295  0.983010637   1.00536761
#> lag1_var2 -0.05959884 0.041466240 -0.130162396  -0.01677018
#> lag1_var3 -0.07933171 0.061672864 -0.185315084  -0.01563614
#> lag1_var4  0.07569527 0.061423450  0.013398244   0.18162213
#> const      0.38272136 0.145127948  0.175689934   0.54725505
#> exo1       0.01622963 0.016181757 -0.004766336   0.03854283
#> exo2      -0.13288700 0.016260876 -0.154874529  -0.11054334
#> exo3       0.04007514 0.018953223  0.011069576   0.05864672
#> 
#> $BOL$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.312855098 0.1801257  0.08756739    0.5617482
#> lag1_var2  0.447141544 0.7746593 -0.71923577    1.3401891
#> lag1_var3  0.009891284 1.1009078 -1.66963878    1.3025821
#> lag1_var4 -0.084544011 1.0820445 -1.35998774    1.5558263
#> const     -0.705581077 2.9597130 -4.44930208    3.5205219
#> exo1      -0.008811980 0.2235087 -0.33136441    0.2733227
#> exo2       4.422092790 0.2640264  4.03939056    4.7323996
#> exo3       0.018472524 0.4906241 -0.75987009    0.6509662
#> 
#> $BOL$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.6398359  0.8306329  -0.6758933     1.629560
#> lag1_var2 -1.0671427  3.2784181  -5.9539435     3.186564
#> lag1_var3 -1.9021290  4.4502229  -8.3289619     4.174948
#> lag1_var4  2.5474428  4.4350405  -3.6102393     8.862878
#> const      7.4604711 14.9582138 -12.7742878    27.410470
#> exo1       0.4391411  1.6409771  -1.3056995     2.710191
#> exo2      -5.1353392  2.0577611  -8.3332160    -2.842552
#> exo3      -4.8941234  2.5980921  -8.2778322    -1.065027
#> 
#> $BOL$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.8829812  0.7710465   -0.320836   1.77217322
#> lag1_var2 -1.0875957  3.0161714   -5.642898   2.71411851
#> lag1_var3 -2.4023220  4.0870911   -8.411432   3.03938020
#> lag1_var4  3.0010595  4.0790128   -2.541119   8.91456133
#> const      5.9491894 14.0233085  -12.931295  24.29596999
#> exo1       0.4410629  1.6935604   -1.448459   2.91066818
#> exo2      -2.1266024  2.0226418   -5.357231   0.05925351
#> exo3      -5.0771358  2.6337039   -8.276129  -0.87884297
#> 
#> 
#> 
#> $BRA
#> $BRA$Sigma
#> $BRA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004473912 7.937247e-05 0.0003360474 0.0005502979
#> 
#> $BRA$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01659726 0.005168101 -0.02471672    -0.011923
#> Sigma[2,2]  1.35068799 0.401343796  0.97198783     1.960020
#> 
#> $BRA$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.009239763 0.003519228   0.0045741   0.01426848
#> Sigma[3,2] -0.809019273 0.293254854  -1.2802300  -0.49982297
#> Sigma[3,3]  0.761170898 0.219232451   0.4999816   1.09536045
#> 
#> $BRA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001478958 0.002330293 -0.004278739  0.001965342
#> Sigma[4,2]  0.053756399 0.130444137 -0.130279819  0.226236737
#> Sigma[4,3]  0.272255574 0.102003788  0.144970644  0.389465728
#> Sigma[4,4]  0.337523057 0.089865075  0.253736547  0.493055891
#> 
#> 
#> $BRA$A
#> $BRA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.970575668 0.01188695  0.95180520   0.98595082
#> lag1_var2 -0.004072435 0.03808008 -0.05253801   0.05304793
#> lag1_var3 -0.008552593 0.05824656 -0.08357058   0.07785025
#> lag1_var4  0.014090658 0.05493538 -0.06787868   0.08361471
#> const      0.478302966 0.16378192  0.26525569   0.70254445
#> exo1       0.018356119 0.02012031 -0.00804904   0.04494509
#> exo2      -0.047286468 0.02316569 -0.07430230  -0.01506062
#> exo3       0.061109247 0.02584999  0.02915985   0.09826952
#> 
#> $BRA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04203002 0.4816273  -0.4184304    0.7981355
#> lag1_var2 -0.09132369 2.0980247  -3.5361300    1.7230717
#> lag1_var3 -1.23774317 3.2559404  -6.6067451    1.5516111
#> lag1_var4  1.25218185 3.1479220  -1.3772241    6.4893401
#> const      0.65937415 6.0961231  -9.4943737    6.3161396
#> exo1      -0.91259902 1.0429418  -2.6700495    0.3914400
#> exo2       1.91603921 1.5499540  -0.4916585    3.3388918
#> exo3       0.60683524 1.9363530  -2.4292837    3.0556785
#> 
#> $BRA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.36199653 0.4673546  -0.9126493    0.2949669
#> lag1_var2  1.91568459 1.5406011   0.2504189    4.5358874
#> lag1_var3  3.53660613 2.3888736   0.9533114    7.5356380
#> lag1_var4 -2.54461592 2.2770713  -6.4045438   -0.1790534
#> const      8.05754720 4.0650857   1.3422233   12.1324491
#> exo1       0.90921518 0.6972262   0.1969882    2.1172912
#> exo2      -4.78748258 1.1648446  -5.9523961   -2.7850871
#> exo3      -0.05773355 1.2452423  -1.6415613    1.7322816
#> 
#> $BRA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3813984 0.4344532  -0.9912837    0.2102881
#> lag1_var2  1.5996461 1.0144442   0.2737326    2.9535495
#> lag1_var3  2.3206479 1.5664219   0.2638173    4.4560660
#> lag1_var4 -1.2866396 1.4543426  -3.2839090    0.6020688
#> const      7.5673365 4.3992930   1.3018292   13.3803005
#> exo1       0.3487860 0.4237021  -0.2984567    0.8839345
#> exo2      -4.1153226 0.6134374  -4.7894237   -3.1774412
#> exo3       0.3684093 0.6256545  -0.5688667    1.1088873
#> 
#> 
#> 
#> $BRB
#> $BRB$Sigma
#> $BRB$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001086046 0.000277062 0.0006542226  0.001394089
#> 
#> $BRB$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02201328 0.01038324  -0.0368895  -0.00854883
#> Sigma[2,2]  1.50713230 0.39492177   1.1035312   2.17153198
#> 
#> $BRB$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01883769 0.008290595  0.006316282    0.0301068
#> Sigma[3,2] -1.18323667 0.293691952 -1.549243113   -0.7813976
#> Sigma[3,3]  1.54466572 0.285227991  1.168012739    1.9497287
#> 
#> $BRB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004844999 0.003485887 -0.000352542  0.009169725
#> Sigma[4,2] -0.194624671 0.154418660 -0.402665669 -0.022275162
#> Sigma[4,3]  0.847795568 0.210972544  0.625261911  1.203679614
#> Sigma[4,4]  0.810994620 0.180268979  0.589366192  1.074475713
#> 
#> 
#> $BRB$A
#> $BRB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.960381365 0.03145734  0.92800004  1.008026615
#> lag1_var2  0.042108443 0.05297296 -0.04143567  0.105149771
#> lag1_var3  0.063544136 0.08033308 -0.06304945  0.158816618
#> lag1_var4 -0.060292471 0.07211894 -0.14381535  0.054276823
#> const      0.680125925 0.25442996  0.39231601  1.062616930
#> exo1      -0.008189111 0.02578678 -0.03688032  0.029938794
#> exo2      -0.150193210 0.03118747 -0.19817922 -0.114596724
#> exo3      -0.043692049 0.02672904 -0.08047216 -0.006865206
#> 
#> $BRB$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -2.1800693  1.1932191  -4.0144718   -0.7987256
#> lag1_var2  4.5618300  1.5854477   2.5442886    6.8977233
#> lag1_var3  5.5511999  2.4175925   2.5319490    9.1571360
#> lag1_var4 -4.9977483  2.1967265  -8.2452396   -2.1743685
#> const     12.7504714 12.3947992  -3.5724323   30.8594340
#> exo1       1.0678491  1.0237519  -0.1783853    2.4239255
#> exo2       1.8794346  0.9707948   0.7050976    3.4394052
#> exo3      -0.2875468  0.6514457  -1.0379467    0.5623842
#> 
#> $BRB$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.2750505  1.4307209  -1.8240455    2.1991799
#> lag1_var2 -0.1054825  2.3155309  -2.7297492    3.2410618
#> lag1_var3  0.6701201  3.5355638  -3.3650302    5.7529532
#> lag1_var4  0.2272655  3.1904710  -4.4208366    3.8168548
#> const     -0.4225538 12.6824751 -16.5841006   18.1735457
#> exo1      -0.7480558  1.0756863  -2.1059891    0.5015937
#> exo2      -2.4517147  0.8234619  -3.7306493   -1.6960372
#> exo3       0.2124532  1.1137884  -0.8700484    2.0411955
#> 
#> $BRB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.37098595 1.2328684  -3.0427306    0.3443655
#> lag1_var2  2.86750685 2.3499647  -0.3443894    6.3058232
#> lag1_var3  4.26244969 3.5654090  -0.6051868    9.5215827
#> lag1_var4 -2.92445890 3.2355496  -7.6740961    1.5043836
#> const      7.53402093 7.6510235  -3.6168064   16.1451503
#> exo1      -0.02855341 0.6661978  -0.9948007    0.7869587
#> exo2      -1.38995713 0.8285859  -2.5591655   -0.2895632
#> exo3      -0.03597227 1.0568032  -1.2534783    1.6110327
#> 
#> 
#> 
#> $BRN
#> $BRN$Sigma
#> $BRN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003828627 0.0001092899 0.0002214914 0.0005345145
#> 
#> $BRN$Sigma$equation2
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[2,1] -0.002362981 0.002272841 -0.00616987 -4.520509e-05
#> Sigma[2,2]  0.234051800 0.064111738  0.15256855  3.209566e-01
#> 
#> $BRN$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002146698 0.004140194 -0.0008500525  0.008972829
#> Sigma[3,2] -0.175046317 0.047392980 -0.2540867758 -0.129665482
#> Sigma[3,3]  0.418116965 0.124817045  0.2998718196  0.617452968
#> 
#> $BRN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0006747448 0.003258051 -0.002288721  0.005856242
#> Sigma[4,2] -0.0276386948 0.050154306 -0.093349790  0.042719938
#> Sigma[4,3]  0.3324404953 0.114596407  0.213796526  0.519997347
#> Sigma[4,4]  0.3418350976 0.119062067  0.221354499  0.545480626
#> 
#> 
#> $BRN$A
#> $BRN$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.951769756 0.01555742  0.931022571  0.972609267
#> lag1_var2  0.023499924 0.02744473 -0.007676719  0.061993675
#> lag1_var3  0.035235448 0.03787820 -0.006984904  0.085138276
#> lag1_var4 -0.027384333 0.03508032 -0.072853316  0.012447952
#> const      0.613243042 0.11826277  0.446828150  0.753842729
#> exo1      -0.025898079 0.01710471 -0.053606579 -0.009673938
#> exo2       0.007941236 0.02270684 -0.026816157  0.032862382
#> exo3      -0.002888339 0.01664247 -0.021296230  0.022165674
#> 
#> $BRN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.15730174 0.3965376 -0.31091058    0.6843073
#> lag1_var2  1.37524099 0.7800434  0.40333520    2.2460119
#> lag1_var3  0.89968264 1.1383028 -0.39532793    2.2461559
#> lag1_var4 -0.96477871 1.0498754 -2.20486180    0.2362350
#> const      2.06009065 3.9223224 -4.50938603    5.5575755
#> exo1       0.03532418 0.4419646 -0.54778161    0.6786255
#> exo2       0.78124168 0.6721396 -0.02948813    1.8156122
#> exo3      -2.41825844 0.5038339 -3.21721736   -1.9302376
#> 
#> $BRN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0945596 0.4580693  -1.8988997   -0.6499834
#> lag1_var2  3.0126371 1.2454884   1.2294200    4.5410083
#> lag1_var3  5.5924355 1.9442915   2.7697330    7.9482809
#> lag1_var4 -4.3927326 1.8547596  -6.6259875   -1.7004937
#> const     12.2458076 5.6459405   5.2526863   20.6027799
#> exo1       0.2461004 0.6203024  -0.4921014    1.0484250
#> exo2      -0.9738460 0.6999616  -1.5167865    0.2006121
#> exo3       1.4332785 0.7281561   0.7466388    2.6122781
#> 
#> $BRN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0724722 0.3501233  -1.6092221   -0.7383332
#> lag1_var2  3.7870926 0.9971921   2.2383890    4.8835842
#> lag1_var3  6.0021079 1.5803074   3.4969812    7.6876010
#> lag1_var4 -4.8053055 1.5125797  -6.4492912   -2.4259761
#> const     12.9219385 4.1916682   7.5556855   17.7172471
#> exo1       0.2931492 0.6126957  -0.4092811    1.1044638
#> exo2      -0.5026856 0.5811632  -1.1637885    0.3156762
#> exo3      -0.1184218 0.7268436  -1.0466806    0.8284358
#> 
#> 
#> 
#> $BTN
#> $BTN$Sigma
#> $BTN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000822415 0.0001574383 0.0006392939  0.001025545
#> 
#> $BTN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001616616 0.001276573 -0.003198948 0.0001798604
#> Sigma[2,2]  0.142826526 0.033310625  0.100046119 0.1847329726
#> 
#> $BTN$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001401253 0.00309586 -0.006019366  0.002084454
#> Sigma[3,2]  0.055604313 0.04860066  0.012710983  0.140608364
#> Sigma[3,3]  0.713297855 0.13068244  0.501184815  0.870391484
#> 
#> $BTN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002585785 0.003909996 -0.008481772  0.002231225
#> Sigma[4,2]  0.157551210 0.062217858  0.093424779  0.253525541
#> Sigma[4,3]  0.772735305 0.141998619  0.551662760  0.918960999
#> Sigma[4,4]  0.905653700 0.165166327  0.658457999  1.086656603
#> 
#> 
#> $BTN$A
#> $BTN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98472170 0.02246528  0.95272487   1.01587409
#> lag1_var2 -0.03162568 0.09466005 -0.16532072   0.09729305
#> lag1_var3 -0.05872602 0.12427839 -0.22921546   0.11072933
#> lag1_var4  0.05753316 0.12249036 -0.10921461   0.22525658
#> const      0.43898497 0.33582941  0.02259998   0.92262587
#> exo1      -0.02914549 0.03650706 -0.07900084   0.02161599
#> exo2      -0.08138801 0.02925325 -0.13343418  -0.05085729
#> exo3      -0.08219930 0.04598117 -0.14212863  -0.02000229
#> 
#> $BTN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.53220954 0.2313728   0.2329632    0.8674449
#> lag1_var2 -1.96167706 1.1318718  -3.1946032   -0.2630633
#> lag1_var3 -3.92523030 1.5043443  -5.6313950   -1.6586085
#> lag1_var4  3.88442455 1.5009576   1.6339910    5.6123702
#> const     -7.45002401 4.4014990 -13.8590662   -2.3348019
#> exo1      -0.05072679 0.2373570  -0.3863478    0.2639171
#> exo2       1.64487240 0.2691460   1.2926036    1.9862808
#> exo3      -0.08518597 0.4234412  -0.6606107    0.4779695
#> 
#> $BTN$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.7559807  0.6098379  -1.3794984    0.1469404
#> lag1_var2  4.7348918  2.9380353   0.3428310    8.2879686
#> lag1_var3  7.4472610  3.9572966   1.6565778   12.3822502
#> lag1_var4 -6.4544840  3.9273631 -11.3191764   -0.6654132
#> const     15.1586162 11.0744714  -2.3709305   26.8011806
#> exo1       0.1145959  0.5343840  -0.4310584    0.9595435
#> exo2       0.4948026  0.8789904  -0.8927189    1.3058938
#> exo3       1.2965835  0.6149470   0.4570813    2.1320745
#> 
#> $BTN$A$equation4
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.39850632  0.7053928  -1.12719949    0.6521665
#> lag1_var2  3.18795903  3.2577562  -1.69480267    6.5643863
#> lag1_var3  4.44683493  4.3166965  -1.94292004    8.7990513
#> lag1_var4 -3.46599445  4.2855289  -7.75564341    2.9139668
#> const      9.07435669 12.8514755 -10.20170443   21.9612126
#> exo1       0.08464999  0.6682745  -0.57976266    1.1176006
#> exo2       1.64181222  0.9596588   0.09842964    2.5693329
#> exo3       1.27677596  0.8431108   0.09379687    2.4017161
#> 
#> 
#> 
#> $BWA
#> $BWA$Sigma
#> $BWA$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002412273 0.0004816376 0.001641197  0.002934871
#> 
#> $BWA$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003226995 0.01621829 -0.02575967   0.01763477
#> Sigma[2,2]  1.625333056 0.49141266  1.10791598   2.43046269
#> 
#> $BWA$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.006195152 0.008168909 -0.01726105  0.004954469
#> Sigma[3,2] -0.977150882 0.240900803 -1.35069111 -0.707993389
#> Sigma[3,3]  0.821113202 0.123322853  0.64274837  0.992984270
#> 
#> $BWA$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.009381539 0.002443031 -0.01212191 -0.005768084
#> Sigma[4,2] -0.034192960 0.114432605 -0.17892944  0.129346870
#> Sigma[4,3]  0.301830838 0.083358154  0.17561313  0.400644460
#> Sigma[4,4]  0.340000736 0.065942501  0.25214130  0.434469893
#> 
#> 
#> $BWA$A
#> $BWA$A$equation1
#>                    mean         sd   5% quantile 95% quantile
#> lag1_var1  0.9710945213 0.02876900  9.338442e-01   1.01034615
#> lag1_var2 -0.0005165094 0.01642629 -2.412526e-02   0.02081267
#> lag1_var3 -0.0123652985 0.02827564 -5.153878e-02   0.02613043
#> lag1_var4  0.0102021365 0.02034985 -1.949721e-02   0.03711957
#> const      0.7008955812 0.25717198  4.876299e-01   1.15690906
#> exo1      -0.0015202074 0.03432012 -4.212708e-02   0.05194104
#> exo2      -0.1070702799 0.05530334 -1.826328e-01  -0.04227316
#> exo3       0.0492409948 0.03726364 -4.321091e-05   0.09812389
#> 
#> $BWA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.7211234 1.1593027 -3.35380496   -0.2858734
#> lag1_var2  1.7805125 0.9469458  0.68182205    3.1937979
#> lag1_var3  1.8444398 1.5353388  0.06583307    4.0547299
#> lag1_var4 -1.1777855 1.1420436 -2.83278705    0.1715129
#> const      6.1085237 5.7996279 -1.40298607   13.2743709
#> exo1      -0.7179943 0.8964879 -1.70625750    0.7158165
#> exo2       0.4728878 0.7194845 -0.52404736    1.4422838
#> exo3       2.3163686 1.2176831  0.92075369    4.1623084
#> 
#> $BWA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  2.2417236 0.6948933   1.2927097    3.2647088
#> lag1_var2 -1.3022519 0.5759416  -2.1733563   -0.6192044
#> lag1_var3 -1.4715769 0.9393663  -2.9018645   -0.3829709
#> lag1_var4  1.6490335 0.7106038   0.8960930    2.7343948
#> const     -5.8046765 5.1096828 -12.8331085    0.5379978
#> exo1       1.1078041 0.7369761   0.1703703    2.1059083
#> exo2      -1.3489472 0.8128805  -2.2871782   -0.1168122
#> exo3      -0.4868094 0.7723240  -1.4702555    0.5365779
#> 
#> $BWA$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.4856415 0.3859228   0.97558961    2.0073918
#> lag1_var2 -0.9171168 0.2944728  -1.30159965   -0.5031234
#> lag1_var3 -1.5062297 0.4720108  -2.09078866   -0.8287739
#> lag1_var4  2.0262524 0.3505927   1.51606393    2.4817636
#> const     -5.0740768 3.7811057 -10.06098414   -0.7833426
#> exo1       0.8032216 0.4817674   0.06711411    1.3650690
#> exo2      -1.3383700 0.7024909  -2.12658687   -0.1538118
#> exo3       1.2298232 0.4765824   0.55542229    1.8894079
#> 
#> 
#> 
#> $CAF
#> $CAF$Sigma
#> $CAF$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007017775 0.001106927 0.005536268  0.008553679
#> 
#> $CAF$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0002760756 0.001575724 -0.002961497  0.001488814
#> Sigma[2,2]  0.0074093290 0.002029170  0.005757917  0.010657960
#> 
#> $CAF$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -6.790593e-05 0.002016206 -0.002715083  0.003049775
#> Sigma[3,2] -5.682666e-03 0.001958896 -0.008134907 -0.002754421
#> Sigma[3,3]  1.231209e-02 0.003016261  0.010002333  0.017382421
#> 
#> $CAF$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003461548 0.001169382 -0.001952699  0.001055694
#> Sigma[4,2] -0.0004085819 0.001551285 -0.002410012  0.001767057
#> Sigma[4,3]  0.0087067381 0.002904310  0.005661488  0.012920357
#> Sigma[4,4]  0.0088987605 0.002648612  0.006400028  0.013167603
#> 
#> 
#> $CAF$A
#> $CAF$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.877089163 0.11244152  0.72810014  1.038165962
#> lag1_var2  0.137618753 0.20814103 -0.13847852  0.387604814
#> lag1_var3  0.148628306 0.31842598 -0.25861123  0.572887569
#> lag1_var4 -0.123965191 0.33407769 -0.57459093  0.292449931
#> const      0.701836560 1.01179879 -0.56410834  2.165920231
#> exo1       0.001348107 0.07531104 -0.09001497  0.125775053
#> exo2       0.012424401 0.09794213 -0.12757348  0.153012869
#> exo3      -0.041251845 0.02877594 -0.08139704 -0.001845811
#> 
#> $CAF$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.04231524 0.07309061  -0.1548117   0.04523714
#> lag1_var2  0.11193196 0.38710880  -0.5275730   0.52523695
#> lag1_var3 -0.92158140 0.55671430  -1.8260662  -0.33419458
#> lag1_var4  0.97245442 0.56595821   0.3720011   1.90276660
#> const     -1.31828200 1.51336543  -3.5267167   0.63386616
#> exo1      -0.09946032 0.04031507  -0.1585073  -0.05143072
#> exo2       0.59751873 0.07026460   0.5149007   0.68566885
#> exo3       0.33589061 0.12344043   0.1744952   0.51291915
#> 
#> $CAF$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.28983183 0.09622489  0.16291753    0.4232481
#> lag1_var2  1.01480736 0.47753396  0.34822247    1.5402203
#> lag1_var3  2.03868815 0.72487944  1.02688258    2.8860885
#> lag1_var4 -1.20865515 0.72018169 -2.05167828   -0.1996568
#> const      4.20078290 1.79897736  1.76314149    6.5469503
#> exo1       0.06261706 0.10117466 -0.07098989    0.2116944
#> exo2      -1.08612142 0.11317828 -1.23022379   -0.9565362
#> exo3      -0.37082025 0.09966078 -0.50552566   -0.2430180
#> 
#> $CAF$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.272246029 0.07798644   0.1713820   0.37514672
#> lag1_var2  0.805334634 0.34302383   0.3870468   1.29289410
#> lag1_var3  0.969999196 0.53358185   0.3198205   1.70847559
#> lag1_var4 -0.091915067 0.53408828  -0.8413392   0.54840901
#> const      2.111711345 1.48133669   0.2160494   3.85132469
#> exo1      -0.007492117 0.09540777  -0.1526988   0.11113367
#> exo2      -0.712647656 0.08436336  -0.8308035  -0.62394797
#> exo3      -0.151585597 0.09839161  -0.3024015  -0.01097656
#> 
#> 
#> 
#> $CAN
#> $CAN$Sigma
#> $CAN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0002394721 5.495962e-05 0.000166885 0.0003000948
#> 
#> $CAN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00716089 0.001944945 -0.01008964 -0.005028617
#> Sigma[2,2]  0.38184692 0.096289927  0.27688146  0.539866924
#> 
#> $CAN$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.005789901 0.001501581  0.00388541  0.007983089
#> Sigma[3,2] -0.275128057 0.071382574 -0.37693851 -0.185971767
#> Sigma[3,3]  0.285359068 0.061807463  0.19188352  0.358941361
#> 
#> $CAN$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001173244 0.0004577188  0.0004852714  0.001834996
#> Sigma[4,2] -0.026938198 0.0225751345 -0.0534995416  0.006244825
#> Sigma[4,3]  0.113024055 0.0257432893  0.0707674337  0.143711093
#> Sigma[4,4]  0.102664813 0.0210387106  0.0804096245  0.134438605
#> 
#> 
#> $CAN$A
#> $CAN$A$equation1
#>                    mean         sd   5% quantile 95% quantile
#> lag1_var1  0.9932264250 0.00955683  0.9848548833   1.00795905
#> lag1_var2 -0.0007033039 0.02569297 -0.0357749226   0.03246444
#> lag1_var3 -0.0043882611 0.04162660 -0.0607566287   0.05017941
#> lag1_var4 -0.0007789033 0.03940948 -0.0529800803   0.05088423
#> const      0.5369161432 0.08242583  0.4163773711   0.64746436
#> exo1       0.0017542647 0.01394528 -0.0152027470   0.02136100
#> exo2      -0.0715130335 0.01553854 -0.0880203392  -0.04794114
#> exo3       0.0169244791 0.01026026 -0.0005629318   0.02875577
#> 
#> $CAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.1252212 0.7428104  -2.3788246   -0.3069878
#> lag1_var2  2.0998593 1.9059033  -0.3252593    5.0003381
#> lag1_var3  2.0271343 3.0462621  -1.8958402    6.5884670
#> lag1_var4 -1.6132801 2.8441927  -5.8011821    2.0445511
#> const      5.6885122 7.3693098  -3.1378283   16.8476727
#> exo1      -0.4998223 0.6038629  -1.2686132    0.3884658
#> exo2       3.8902062 0.5578341   3.0930969    4.5965769
#> exo3      -0.6425030 0.4955808  -1.4165043   -0.1426849
#> 
#> $CAN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.64117340 0.5612232 -0.02849911    1.4884299
#> lag1_var2  0.04764228 1.3999769 -2.04639325    1.6781464
#> lag1_var3  1.01804208 2.2274770 -2.27291264    3.6724525
#> lag1_var4 -0.30998269 2.0694198 -2.73582440    2.7295273
#> const      1.27701938 4.7050748 -5.87788832    6.1088993
#> exo1       0.31643131 0.5560321 -0.59329030    0.9003706
#> exo2      -4.33718741 0.6027643 -5.14855905   -3.5269057
#> exo3       1.17200838 0.3779845  0.67549012    1.7040463
#> 
#> $CAN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.12159620 0.2687892 -0.50963898    0.1407692
#> lag1_var2  1.13088275 0.7655507  0.07866702    2.0699324
#> lag1_var3  1.92034714 1.2239284  0.30153868    3.4812381
#> lag1_var4 -0.91035376 1.1620371 -2.35258445    0.6652825
#> const      3.81184300 2.6235229  0.62817052    7.6092395
#> exo1      -0.02504877 0.3995659 -0.51632828    0.4792377
#> exo2      -1.96317623 0.3318976 -2.45394162   -1.6090598
#> exo3       0.83787994 0.1986722  0.64052781    1.1569830
#> 
#> 
#> 
#> $CHA
#> $CHA$Sigma
#> $CHA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002577196 6.293397e-05 0.0002026653 0.0003572327
#> 
#> $CHA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004464517 0.001596046 -0.006922842 -0.002731013
#> Sigma[2,2]  0.207441547 0.043891240  0.152859784  0.265099723
#> 
#> $CHA$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002232089 0.001079867  0.0008120111  0.003779882
#> Sigma[3,2] -0.115632453 0.026123545 -0.1471615771 -0.081720728
#> Sigma[3,3]  0.120167144 0.018400310  0.0998678298  0.148766018
#> 
#> $CHA$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.000440911 0.0003405754 -0.0008656731 7.921559e-05
#> Sigma[4,2]  0.007279606 0.0156511570 -0.0158630477 2.714281e-02
#> Sigma[4,3]  0.055412506 0.0149737582  0.0354107667 7.542265e-02
#> Sigma[4,4]  0.063838542 0.0141872936  0.0431972985 8.282750e-02
#> 
#> 
#> $CHA$A
#> $CHA$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.960488308 0.01038836  0.944929904   0.97477126
#> lag1_var2  0.015047686 0.01773023 -0.009875193   0.04029126
#> lag1_var3  0.014019402 0.03025536 -0.029538773   0.05576441
#> lag1_var4 -0.009946130 0.02989320 -0.049436471   0.03408769
#> const      0.613269555 0.14739309  0.408651679   0.79785316
#> exo1      -0.004435095 0.01582472 -0.022992920   0.01986361
#> exo2      -0.109501317 0.01116474 -0.123952440  -0.09425363
#> exo3       0.062588066 0.01666003  0.041570230   0.08365774
#> 
#> $CHA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.17878100 0.4340013 -0.62294708    0.4929886
#> lag1_var2  1.46242170 0.5860534  0.60354825    2.1331458
#> lag1_var3  0.97390416 0.9528705 -0.40839358    2.0657993
#> lag1_var4 -0.93261608 0.8747281 -2.02320646    0.2844635
#> const      2.24079085 3.3790917 -2.59478189    5.8213852
#> exo1      -0.33590959 0.5619135 -1.14045654    0.3812474
#> exo2       0.22026848 0.2730712 -0.07433005    0.6131650
#> exo3      -0.05113337 0.5886602 -0.90213906    0.6731684
#> 
#> $CHA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.21377861 0.2028207 -0.57042377  -0.04154441
#> lag1_var2  0.47618208 0.4521426 -0.09173095   1.06143237
#> lag1_var3  1.77352593 0.7932939  0.77490363   2.74853401
#> lag1_var4 -0.76082832 0.7662006 -1.69653890   0.24562821
#> const      3.89021695 2.7512696 -0.05719948   6.48637409
#> exo1       0.35923018 0.4391293 -0.17801896   1.05629053
#> exo2      -0.91270207 0.2112970 -1.19560699  -0.60069656
#> exo3       0.00530367 0.3810582 -0.48653769   0.58334005
#> 
#> $CHA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.33704169 0.1682651  -0.5168667  -0.09860307
#> lag1_var2  1.04542326 0.4532414   0.3327089   1.48101988
#> lag1_var3  1.85394385 0.7508918   0.7050025   2.56171244
#> lag1_var4 -0.78810293 0.7166258  -1.4689976   0.30178972
#> const      3.92267954 1.7977439   1.7183322   6.44716859
#> exo1       0.16951469 0.2376240  -0.1458199   0.43911410
#> exo2      -0.84197071 0.1517642  -1.0290267  -0.61508954
#> exo3      -0.02260345 0.2425561  -0.4551983   0.22312149
#> 
#> 
#> 
#> $CHE
#> $CHE$Sigma
#> $CHE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001674148 2.704046e-05 0.0001286247 0.0001999848
#> 
#> $CHE$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001633815 0.0009562637 -0.002890872 -0.0002368552
#> Sigma[2,2]  0.165992283 0.0405340842  0.115158261  0.2295017838
#> 
#> $CHE$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0001732268 0.001936421 -0.002361598  0.002471565
#> Sigma[3,2] -0.0649387373 0.043946403 -0.101297648  0.002416478
#> Sigma[3,3]  0.4179043124 0.090496628  0.320787739  0.568797335
#> 
#> $CHE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0009959243 0.002146011 -0.004342939  0.001277745
#> Sigma[4,2]  0.0471839282 0.052305497  0.001328780  0.139760020
#> Sigma[4,3]  0.3885623841 0.089632373  0.285553972  0.524755059
#> Sigma[4,4]  0.4356750463 0.099192200  0.321250012  0.595346367
#> 
#> 
#> $CHE$A
#> $CHE$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.968348681 0.01397705  0.944339851   0.98246751
#> lag1_var2  0.040379119 0.04344659 -0.004041355   0.11053365
#> lag1_var3  0.046939907 0.06555455 -0.020104439   0.15192745
#> lag1_var4 -0.043061567 0.06241923 -0.142623841   0.02049324
#> const      0.578830276 0.17036120  0.417440685   0.86517185
#> exo1       0.009631926 0.01181703 -0.006396475   0.02575717
#> exo2      -0.043657445 0.01749415 -0.070657492  -0.02400583
#> exo3       0.037299439 0.01075664  0.021391471   0.05229118
#> 
#> $CHE$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.4504400 0.3884822   0.03033606   1.06514607
#> lag1_var2 -1.2090093 1.2568283  -3.47451063  -0.10210781
#> lag1_var3 -2.7676592 1.9064496  -6.26610983  -1.12014550
#> lag1_var4  2.6851360 1.8074751   1.11878904   6.00645806
#> const     -5.2175146 3.2709698 -10.23020884  -1.62512770
#> exo1      -0.4783379 0.3772411  -1.10832685  -0.09252004
#> exo2       0.5666370 0.6322518  -0.33438012   1.45115187
#> exo3       0.5055860 0.4553411  -0.09058082   1.13328078
#> 
#> $CHE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1554547 0.5185480  -0.6513774    0.7469100
#> lag1_var2  1.6703809 2.1904539   0.3657623    5.5598967
#> lag1_var3  3.1853160 3.1249095   1.1407040    8.7445636
#> lag1_var4 -2.3428904 3.0289882  -7.7177828   -0.4315514
#> const      5.5715679 8.1275181  -3.5673767   16.5573376
#> exo1       0.6282442 0.5106602  -0.1823374    1.2171605
#> exo2      -0.7324745 0.8180444  -1.8499084    0.3858464
#> exo3      -0.9063385 0.3621240  -1.4226938   -0.4105697
#> 
#> $CHE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.47716883 0.7241767  -0.4867923   1.51992998
#> lag1_var2  0.56344146 2.6183522  -2.1421896   4.95281469
#> lag1_var3  0.88553680 3.8127298  -3.3208243   7.17567491
#> lag1_var4 -0.08817013 3.6608525  -6.1631092   3.80944969
#> const      0.85174453 9.7482103  -8.9846867  14.36843410
#> exo1       0.31007782 0.4350056  -0.3668833   0.90285896
#> exo2      -0.36402650 0.6655821  -1.2104665   0.62161394
#> exo3      -0.59083728 0.4642895  -1.2023499   0.05097418
#> 
#> 
#> 
#> $CHL
#> $CHL$Sigma
#> $CHL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004894011 0.0001182323 0.0003757392 0.0006706349
#> 
#> $CHL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01616148 0.005330261 -0.02373861 -0.009748721
#> Sigma[2,2]  1.11777447 0.310048974  0.71132664  1.553200388
#> 
#> $CHL$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01206579 0.004151097  0.008285858   0.01840806
#> Sigma[3,2] -0.75473246 0.252197732 -1.123668483  -0.43773733
#> Sigma[3,3]  0.74638724 0.212170960  0.498991993   1.05521079
#> 
#> $CHL$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003052064 0.002286016  0.0008267355  0.006608193
#> Sigma[4,2] -0.126443421 0.117343381 -0.3178119938 -0.023233019
#> Sigma[4,3]  0.345816601 0.118354078  0.2062457641  0.538032357
#> Sigma[4,4]  0.301185175 0.092695897  0.1914590126  0.430137125
#> 
#> 
#> $CHL$A
#> $CHL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.991963182 0.02301744  0.96522923   1.02516387
#> lag1_var2 -0.002388246 0.03535563 -0.05369471   0.03834638
#> lag1_var3 -0.002032075 0.06068584 -0.09174774   0.06938382
#> lag1_var4 -0.003798402 0.05369798 -0.06797081   0.07573269
#> const      0.592981687 0.16009383  0.41478242   0.86357245
#> exo1      -0.011172143 0.02041342 -0.04166161   0.01323307
#> exo2      -0.078754705 0.02579837 -0.12075242  -0.05072259
#> exo3       0.063917795 0.02931027  0.03198613   0.11066508
#> 
#> $CHL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0383823 0.7847811 -2.20649968   0.04429768
#> lag1_var2  2.8742651 1.6692060  0.81865885   5.55651097
#> lag1_var3  3.7226074 2.8528517  0.21847116   8.30802495
#> lag1_var4 -3.3278255 2.5773629 -7.46356482  -0.11198263
#> const      6.1897828 5.2127141 -1.01832703  13.13569012
#> exo1       1.0522560 0.7206915 -0.06120524   1.97755369
#> exo2       3.7057637 1.2268886  2.12851548   5.46958062
#> exo3      -0.7797616 1.2125651 -2.30527896   0.73746528
#> 
#> $CHL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   2.6292022 0.6802656   1.6979351    3.5517425
#> lag1_var2  -4.2806630 1.6540451  -6.6871780   -2.0655867
#> lag1_var3  -6.5962721 2.8745598 -10.7939744   -2.7181483
#> lag1_var4   6.6270184 2.6272668   3.0300061   10.4433243
#> const     -12.5814573 3.5041148 -16.2577154   -7.3100233
#> exo1       -0.2148162 0.4439693  -0.8224122    0.3263958
#> exo2       -5.2502779 1.1322889  -6.6395361   -3.5202171
#> exo3        0.5639893 0.9911989  -0.7965496    1.8825272
#> 
#> $CHL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   2.2407624 0.3969780   1.7809521    2.7893820
#> lag1_var2  -3.3182324 0.9610044  -4.6550059   -2.1068957
#> lag1_var3  -5.6419421 1.6841720  -7.9602632   -3.4604166
#> lag1_var4   5.8539637 1.5503909   3.8529201    7.9823761
#> const     -11.6985181 2.8618472 -16.5634104   -8.5597871
#> exo1        0.4292041 0.4282961  -0.1607769    1.0022809
#> exo2       -3.4091176 0.6152431  -4.0125822   -2.3761459
#> exo3        0.1448991 0.3901792  -0.4126655    0.6226671
#> 
#> 
#> 
#> $CHN
#> $CHN$Sigma
#> $CHN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002734054 7.212932e-05 0.0001912296 0.0003626394
#> 
#> $CHN$Sigma$equation2
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[2,1] -0.0002289214 0.0005468829 -0.0009284724 0.0006267565
#> Sigma[2,2]  0.0291324875 0.0083327451  0.0205978439 0.0422741785
#> 
#> $CHN$Sigma$equation3
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[3,1] -0.0001159979 0.0007007669 -0.001211569  0.0006838546
#> Sigma[3,2] -0.0281998154 0.0117614016 -0.047782801 -0.0147204527
#> Sigma[3,3]  0.0528353893 0.0190261280  0.034374960  0.0844951094
#> 
#> $CHN$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0002798438 0.0004832817 -0.0009898681 0.0003360852
#> Sigma[4,2] -0.0073160897 0.0074344995 -0.0196564869 0.0003184258
#> Sigma[4,3]  0.0334696662 0.0119828477  0.0205374684 0.0522079603
#> Sigma[4,4]  0.0292343793 0.0078911486  0.0203548594 0.0415996712
#> 
#> 
#> $CHN$A
#> $CHN$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.970960851 0.007700938  0.95866383  0.979539899
#> lag1_var2  0.044029278 0.048148168 -0.01048202  0.119415136
#> lag1_var3  0.030097752 0.063171693 -0.03951349  0.130597390
#> lag1_var4 -0.026932917 0.062552254 -0.12663027  0.042016176
#> const      0.613690438 0.183547257  0.33683606  0.850419200
#> exo1      -0.005425143 0.014798108 -0.02759446  0.010551163
#> exo2      -0.032978566 0.022934509 -0.05944998  0.004848113
#> exo3       0.017753989 0.014013486  0.00334085  0.039873037
#> 
#> $CHN$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.2519646 0.06060814  0.18429415    0.3358510
#> lag1_var2 -0.6099459 0.45957047 -1.37267532   -0.1098617
#> lag1_var3 -1.8367978 0.65753431 -2.94479985   -1.0952264
#> lag1_var4  1.7846484 0.65169103  1.04196448    2.8800794
#> const     -2.3563185 1.47048762 -4.26085367   -0.4925998
#> exo1       0.1332987 0.13412249 -0.05352090    0.3214588
#> exo2       0.3346108 0.28878263 -0.08697639    0.7153466
#> exo3      -0.1259300 0.21199889 -0.37062177    0.1793733
#> 
#> $CHN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2729674 0.1202068  -0.4347568  -0.12255789
#> lag1_var2  1.5148024 0.6751027   0.7979071   2.57712324
#> lag1_var3  3.0479275 0.9464431   2.1785317   4.55420836
#> lag1_var4 -2.0217635 0.9394182  -3.5136828  -1.16172971
#> const      5.5210348 2.9691648   2.4324803  10.16541069
#> exo1      -0.2659015 0.1647444  -0.4786732  -0.05890288
#> exo2      -1.1643299 0.3025916  -1.5820852  -0.77419577
#> exo3       1.1519668 0.2156792   0.8141831   1.36795737
#> 
#> $CHN$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.09668708 0.08700907  -0.2241921  0.005554037
#> lag1_var2  0.72236255 0.48271468   0.1512924  1.443916977
#> lag1_var3  1.21334505 0.67041498   0.4177379  2.250458733
#> lag1_var4 -0.20375760 0.66401419  -1.2323084  0.578051069
#> const      2.37455625 2.17790340   0.4243711  6.144431848
#> exo1      -0.17256705 0.11863072  -0.3568772 -0.041918342
#> exo2      -0.99253730 0.14399603  -1.2422229 -0.843148480
#> exo3       1.12743583 0.15914939   0.9267302  1.353330424
#> 
#> 
#> 
#> $CIV
#> $CIV$Sigma
#> $CIV$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001393392 0.0003204244 0.0008532822   0.00169062
#> 
#> $CIV$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01071003 0.004471364 -0.01651272 -0.004247275
#> Sigma[2,2]  0.40110786 0.068679201  0.32031415  0.515406771
#> 
#> $CIV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006768931 0.002806309  0.002550872    0.0102007
#> Sigma[3,2] -0.256016409 0.044825214 -0.331763812   -0.2050565
#> Sigma[3,3]  0.165859524 0.029421627  0.133244623    0.2158694
#> 
#> $CIV$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0002193246 0.0002618966 -0.0006046467 0.0001003487
#> Sigma[4,2]  0.0045558690 0.0049222251 -0.0015911592 0.0115203814
#> Sigma[4,3] -0.0003346077 0.0028188518 -0.0042663445 0.0031156390
#> Sigma[4,4]  0.0027688619 0.0007110156  0.0017782682 0.0036488287
#> 
#> 
#> $CIV$A
#> $CIV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.01239602 0.03088957  0.98275353   1.06071902
#> lag1_var2  0.01116813 0.15049752 -0.23366910   0.18207089
#> lag1_var3  0.02993350 0.23505773 -0.35319424   0.29196872
#> lag1_var4 -0.04130130 0.23673826 -0.31058471   0.34179685
#> const      0.51018552 0.58872348 -0.53827213   1.08324332
#> exo1       0.02784776 0.03868643 -0.02307870   0.08055590
#> exo2      -0.07419946 0.03258464 -0.11575461  -0.02987959
#> exo3      -0.01940707 0.04352849 -0.08629759   0.03535104
#> 
#> $CIV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4752509 0.4446503 -1.10254271   0.05473745
#> lag1_var2  1.0251361 1.8775815 -1.33812250   3.39957317
#> lag1_var3  0.3190722 2.9335814 -3.35705857   4.10586223
#> lag1_var4 -0.1828050 3.0076441 -3.97358516   3.62069021
#> const      3.4629014 9.5239514 -7.55847710  18.11939483
#> exo1       0.2624062 0.5654072 -0.29128697   1.08758090
#> exo2       0.5708785 0.6541933 -0.08521539   1.65454004
#> exo3       0.1508953 0.7789611 -0.86301455   1.10979169
#> 
#> $CIV$A$equation3
#>                  mean        sd   5% quantile 95% quantile
#> lag1_var1  0.35832258 0.2665350 -0.0003804414    0.7419742
#> lag1_var2  0.35838791 1.2084308 -1.2406068208    2.0762706
#> lag1_var3  1.36381685 1.8750862 -1.1412819222    4.0363978
#> lag1_var4 -0.52033084 1.9222216 -3.2399452137    1.9811549
#> const      0.93243066 5.8953478 -7.7138236776    7.9394837
#> exo1      -0.18420899 0.3677874 -0.7199198437    0.1691259
#> exo2      -0.94503197 0.4100046 -1.6369563710   -0.5619132
#> exo3      -0.07906249 0.5149286 -0.6999187458    0.6136942
#> 
#> $CIV$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.05000600 0.05324199 -0.03221074  0.110056817
#> lag1_var2  0.76962471 0.32597158  0.38351462  1.283072613
#> lag1_var3  1.17921778 0.50609274  0.58970207  1.984329407
#> lag1_var4 -0.23027239 0.51262719 -1.03763352  0.377609702
#> const      2.07276065 1.25031551  0.59878032  3.853876853
#> exo1      -0.01500728 0.01299040 -0.03088137  0.002893712
#> exo2      -0.58796240 0.05949863 -0.66550421 -0.510269331
#> exo3       0.02362153 0.05810257 -0.05338682  0.112774167
#> 
#> 
#> 
#> $CMR
#> $CMR$Sigma
#> $CMR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007720256 0.0002973323 0.0004113655   0.00121655
#> 
#> $CMR$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002839755 0.002250393 -0.005637949   0.00015406
#> Sigma[2,2]  0.089262608 0.022526490  0.061216778   0.12446829
#> 
#> $CMR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003669882 0.004047801 -0.000892877   0.01021708
#> Sigma[3,2] -0.170170037 0.047151140 -0.242309364  -0.11222651
#> Sigma[3,3]  0.453635998 0.136425151  0.279654651   0.66216491
#> 
#> $CMR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001328742 0.003198057 -0.002273967  0.006340225
#> Sigma[4,2] -0.101360477 0.031992587 -0.148871025 -0.062324851
#> Sigma[4,3]  0.328558773 0.106670386  0.195924955  0.485151829
#> Sigma[4,4]  0.256885513 0.088275273  0.149727699  0.383761793
#> 
#> 
#> $CMR$A
#> $CMR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.974683788 0.02409621  0.95506497  1.015063357
#> lag1_var2  0.046811114 0.08685009 -0.09348345  0.140861277
#> lag1_var3  0.065226160 0.11131827 -0.11924090  0.181637427
#> lag1_var4 -0.063683104 0.10708689 -0.17631336  0.112893910
#> const      0.545458509 0.29650195  0.04970153  0.853888721
#> exo1      -0.010100768 0.03196970 -0.05620146  0.033707927
#> exo2      -0.029073208 0.02547173 -0.06991878 -0.003153214
#> exo3       0.005593264 0.03454743 -0.04666131  0.041794854
#> 
#> $CMR$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.183614963 0.1443845  0.01939188    0.3891200
#> lag1_var2  0.129228751 0.6250299 -0.86432260    0.7638802
#> lag1_var3 -1.080132131 0.7692500 -2.30805532   -0.3366504
#> lag1_var4  1.020797483 0.7443059  0.29112054    2.2064369
#> const      0.107164415 1.9109107 -2.26397245    2.9089879
#> exo1       0.504132205 0.2891274  0.12074511    0.9197880
#> exo2       0.299247891 0.3295018 -0.21824604    0.7100113
#> exo3      -0.009167387 0.2999907 -0.50757024    0.2813262
#> 
#> $CMR$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.60958607 0.5312802  -0.04403061   1.45086940
#> lag1_var2 -1.40117502 1.9111207  -4.04265953   1.08548619
#> lag1_var3 -1.06161110 2.4033223  -4.43754448   2.04470955
#> lag1_var4  1.94534338 2.3221595  -1.06911557   5.19859154
#> const     -6.79753150 6.8207765 -17.26775967   0.64244752
#> exo1      -0.69118869 0.4806829  -1.35951651  -0.04220808
#> exo2      -1.04040927 0.6851619  -1.70280193   0.06255147
#> exo3       0.04118493 0.4903626  -0.45254479   0.88166105
#> 
#> $CMR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.78530082 0.4906177   0.1826922    1.5789678
#> lag1_var2 -1.75103223 1.7003260  -4.2110892    0.4749383
#> lag1_var3 -2.52070577 2.1418117  -5.6641817    0.2460215
#> lag1_var4  3.36778289 2.0719759   0.6707194    6.3989832
#> const     -8.39196369 6.4717236 -18.6029763   -0.7895800
#> exo1      -0.27881478 0.3907324  -0.7229395    0.3923992
#> exo2      -0.85862334 0.4669804  -1.2709474   -0.1485489
#> exo3       0.01114001 0.3289292  -0.3759311    0.4942694
#> 
#> 
#> 
#> $COD
#> $COD$Sigma
#> $COD$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002110681 0.000547853  0.00154293  0.002993579
#> 
#> $COD$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0004278592 0.001238219 -0.001888756  0.001504619
#> Sigma[2,2]  0.0168478255 0.003043513  0.012323337  0.021039464
#> 
#> $COD$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.006997581 0.004630169 -0.01470837 -0.002154309
#> Sigma[3,2] -0.042150537 0.009370398 -0.05597001 -0.030667506
#> Sigma[3,3]  0.190590813 0.037663433  0.14552651  0.237444450
#> 
#> $COD$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.007575715 0.003995854 -0.01417991  -0.00340870
#> Sigma[4,2] -0.031595874 0.008134925 -0.04364104  -0.02175396
#> Sigma[4,3]  0.166594194 0.035192758  0.12666235   0.21120282
#> Sigma[4,4]  0.149308402 0.033220374  0.11207574   0.19379732
#> 
#> 
#> $COD$A
#> $COD$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.91686088 0.06306778  0.837788364   1.01530714
#> lag1_var2  0.42887903 0.27952398 -0.002661157   0.75897680
#> lag1_var3  0.65864607 0.41481505  0.010015342   1.12453498
#> lag1_var4 -0.65828166 0.40552411 -1.117667158  -0.02371766
#> const      2.09000347 0.84409888  0.650405495   2.87489026
#> exo1       0.02168408 0.03963801 -0.026304160   0.07812643
#> exo2      -0.03401381 0.04742214 -0.102817816   0.02061519
#> exo3      -0.01068286 0.03932653 -0.058085652   0.04560154
#> 
#> $COD$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.2553965 0.11906979  0.12966453    0.4466893
#> lag1_var2  0.6320210 0.47337205 -0.10316598    1.1251797
#> lag1_var3  0.2755818 0.72088659 -0.84367342    0.9827129
#> lag1_var4 -0.3539959 0.71310290 -1.03840413    0.7670116
#> const      1.4688983 1.99647943 -1.51388820    3.5171944
#> exo1       0.1167788 0.10387423 -0.02891496    0.2434496
#> exo2       0.7408961 0.13001019  0.59253055    0.9494530
#> exo3       0.2062547 0.09830283  0.07322344    0.3530533
#> 
#> $COD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1679046 0.3506335  -0.6059284    0.3335619
#> lag1_var2 -0.4489954 1.7163347  -2.9522033    1.3174831
#> lag1_var3 -0.5879986 2.8634192  -4.7676023    2.6352875
#> lag1_var4  1.6502454 2.8432625  -1.6015198    5.8113334
#> const     -2.9427350 7.1892468 -13.8752624    5.3740486
#> exo1      -0.5429906 0.3608252  -1.1221262   -0.1054410
#> exo2      -1.1600355 0.3860202  -1.7175722   -0.7275134
#> exo3       0.1707834 0.2701588  -0.0654311    0.6148807
#> 
#> $COD$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.005343463 0.3269063  -0.3863969    0.4715023
#> lag1_var2 -0.354714976 1.6474427  -2.7201827    1.3591970
#> lag1_var3 -0.908996892 2.7281190  -5.0306121    2.1032359
#> lag1_var4  1.937822919 2.7056050  -1.0942348    6.0352014
#> const     -3.343890385 6.5902623 -13.7150929    4.0868897
#> exo1      -0.471645628 0.3283131  -1.0252635   -0.1097254
#> exo2      -0.705766130 0.3588263  -1.2349460   -0.2950448
#> exo3       0.318443725 0.2367675   0.1172526    0.6815017
#> 
#> 
#> 
#> $COG
#> $COG$Sigma
#> $COG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001821392 0.0003378228 0.001465219  0.002330985
#> 
#> $COG$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005807582 0.001349542 -0.007596765 -0.003992059
#> Sigma[2,2]  0.064937641 0.015125566  0.047875192  0.087024087
#> 
#> $COG$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.004237911 0.001188537  0.00259637  0.005702592
#> Sigma[3,2] -0.050263586 0.011464371 -0.06648720 -0.037969564
#> Sigma[3,3]  0.041144111 0.009004636  0.03173475  0.053924160
#> 
#> $COG$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0002671539 0.0004070246 -0.0003494714  0.000746113
#> Sigma[4,2] -0.0075591890 0.0019614648 -0.0110045883 -0.005524097
#> Sigma[4,3]  0.0084491916 0.0018138857  0.0064410764  0.011461631
#> Sigma[4,4]  0.0040143630 0.0006813132  0.0033071457  0.005092964
#> 
#> 
#> $COG$A
#> $COG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94627117 0.02919306   0.9008482   0.98020966
#> lag1_var2  0.27077616 0.06718012   0.1655467   0.34933206
#> lag1_var3  0.43022600 0.10501929   0.2756239   0.55394100
#> lag1_var4 -0.42716036 0.10105319  -0.5409278  -0.27271496
#> const      1.47939560 0.28766994   1.1145842   1.87160730
#> exo1       0.01232489 0.03823174  -0.0336735   0.07289506
#> exo2      -0.07416095 0.04574119  -0.1394249  -0.01019111
#> exo3      -0.04678880 0.05838195  -0.1186210   0.03681758
#> 
#> $COG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.44222498 0.2025353   0.2220786    0.7997682
#> lag1_var2 -1.03733226 0.4827992  -1.8659190   -0.5470805
#> lag1_var3 -2.37168328 0.7119318  -3.5776140   -1.6343359
#> lag1_var4  2.44413966 0.6830798   1.7164995    3.5981170
#> const     -6.55823721 2.8419453 -11.0318475   -2.9884964
#> exo1       0.05682197 0.2991809  -0.4372140    0.3810058
#> exo2       1.89146851 0.3264576   1.4737329    2.3158644
#> exo3       1.14261692 0.2172112   0.8291974    1.4051659
#> 
#> $COG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.24237177 0.1810987  -0.5441888  -0.02221979
#> lag1_var2  1.60344439 0.4763359   1.0428538   2.36117887
#> lag1_var3  2.91618279 0.6892559   2.1432472   3.99830153
#> lag1_var4 -2.03277330 0.6694474  -3.0760233  -1.27793080
#> const      7.46516722 2.6547398   3.5962714  11.28695629
#> exo1      -0.04057048 0.2472825  -0.3055148   0.34474957
#> exo2      -1.93919680 0.2282764  -2.2198882  -1.61440603
#> exo3      -0.57312816 0.1790778  -0.8091421  -0.31532618
#> 
#> $COG$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.053018128 0.06310171 -0.03402664   0.12729231
#> lag1_var2  0.490854504 0.21199257  0.23839981   0.73816591
#> lag1_var3  0.697878061 0.32124588  0.27806656   1.02546501
#> lag1_var4  0.257352628 0.31665054 -0.06562616   0.66472422
#> const      1.501653429 1.01714119  0.05188771   2.62787500
#> exo1      -0.007295084 0.07041938 -0.10611773   0.07865244
#> exo2      -0.845817264 0.06805973 -0.92086858  -0.74072188
#> exo3       0.232826554 0.06659302  0.12680898   0.29847652
#> 
#> 
#> 
#> $COL
#> $COL$Sigma
#> $COL$Sigma$equation1
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0004742918 0.000115284 0.000343595 0.0006672424
#> 
#> $COL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02076298 0.006894132 -0.03217166  -0.01399309
#> Sigma[2,2]  2.44656723 0.712039129  1.84041411   3.69075697
#> 
#> $COL$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.009918557 0.004597693  0.00383252   0.01684394
#> Sigma[3,2] -1.544142720 0.427906102 -2.31213997  -1.13151844
#> Sigma[3,3]  1.435831777 0.362368291  0.99579422   1.96055328
#> 
#> $COL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.00454764 0.003722694 -0.009896264 0.0008543119
#> Sigma[4,2]  0.11523023 0.253358963 -0.230129309 0.4598677348
#> Sigma[4,3]  0.44381905 0.271940177  0.148322887 0.8769284520
#> Sigma[4,4]  0.58453415 0.219825911  0.430050573 0.9269823965
#> 
#> 
#> $COL$A
#> $COL$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  0.97666841 0.008359859  0.96380286  0.986571002
#> lag1_var2  0.03629271 0.016881551  0.01324225  0.058063433
#> lag1_var3  0.05652989 0.023395338  0.02474451  0.086809847
#> lag1_var4 -0.05606678 0.022846757 -0.08658267 -0.025840694
#> const      0.62716394 0.238719289  0.39130676  0.995471269
#> exo1      -0.02181334 0.011419425 -0.03446777 -0.004370842
#> exo2      -0.11757143 0.020033884 -0.14635371 -0.091575455
#> exo3       0.04946296 0.030071004  0.01086795  0.086700613
#> 
#> $COL$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.4189305  0.6603335  -1.1359409    0.5814869
#> lag1_var2  0.5081312  1.1412305  -1.0457006    2.1923859
#> lag1_var3 -0.3752129  1.6287352  -2.6065378    2.0463694
#> lag1_var4  0.6350025  1.5219420  -1.6358972    2.6744630
#> const     -3.5680662 13.3984346 -26.9281619   10.5747088
#> exo1       0.6136173  1.0487073  -0.8611049    1.7851822
#> exo2       6.8080473  1.9661598   3.5246032    8.8578239
#> exo3      -0.1268129  2.4496897  -2.7591899    3.5688404
#> 
#> $COL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.37298582 0.4764849 -1.06112633    0.2680788
#> lag1_var2  1.78231484 1.1676791  0.03090865    3.3283326
#> lag1_var3  3.46614812 1.7023417  0.93452143    5.7389661
#> lag1_var4 -2.48730126 1.5728677 -4.57044211   -0.1296099
#> const      9.34874143 7.6531459  0.82356661   21.7597106
#> exo1       0.07135977 1.2167018 -1.45830947    1.7083208
#> exo2      -4.88296216 1.5759023 -6.64636958   -2.2742772
#> exo3       0.79447890 1.4834638 -1.34515181    2.5262158
#> 
#> $COL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7283283 0.3691484  -1.2732226   -0.3184810
#> lag1_var2  1.8457161 1.0722603   0.9754967    3.7196394
#> lag1_var3  2.8060979 1.5653005   1.6228297    5.5435100
#> lag1_var4 -1.6061434 1.4797328  -4.1959176   -0.5306835
#> const      5.7716851 5.6224379  -1.5031815   14.6503723
#> exo1       0.5098384 0.6984684  -0.4530788    1.4398804
#> exo2      -0.5823248 0.8398765  -1.7209899    0.6855476
#> exo3       0.8048154 0.7175951  -0.1827673    1.7359304
#> 
#> 
#> 
#> $COM
#> $COM$Sigma
#> $COM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006383735 0.0001544073 0.0004819592 0.0008717375
#> 
#> $COM$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.000796218 0.0005212032 -0.001496095 -6.030161e-05
#> Sigma[2,2]  0.012694123 0.0033082266  0.008289737  1.701949e-02
#> 
#> $COM$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001058582 0.0009977107 -0.0003832581  0.002464693
#> Sigma[3,2] -0.003963472 0.0055738098 -0.0119164743  0.002437553
#> Sigma[3,3]  0.031121057 0.0080434414  0.0213876515  0.043718301
#> 
#> $COM$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.0007696294 0.001112644 -0.0008030233  0.002292831
#> Sigma[4,2] 0.0015556334 0.004802969 -0.0050348143  0.007253704
#> Sigma[4,3] 0.0308291067 0.008010144  0.0222259342  0.043847357
#> Sigma[4,4] 0.0330528614 0.008510147  0.0253172947  0.046739299
#> 
#> 
#> $COM$A
#> $COM$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98445672 0.01531690  0.965970371  1.008048368
#> lag1_var2 -0.01629133 0.05483108 -0.097895064  0.055284844
#> lag1_var3 -0.06975325 0.09922823 -0.210572172  0.070076684
#> lag1_var4  0.06725003 0.09850248 -0.070825498  0.210190095
#> const      0.38756420 0.16018838  0.151157001  0.599957472
#> exo1       0.02152934 0.01402688  0.003650044  0.042673070
#> exo2      -0.02947623 0.02341143 -0.058876105  0.001102233
#> exo3      -0.01292767 0.02007005 -0.038926218  0.017055568
#> 
#> $COM$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.081177120 0.10250951 -0.07172740   0.19575361
#> lag1_var2  0.509639360 0.27772552  0.11285273   0.84920241
#> lag1_var3 -0.543312706 0.52715000 -1.27384160   0.12565346
#> lag1_var4  0.547764682 0.51354499 -0.11728217   1.25363074
#> const     -0.609949309 0.91814799 -1.48394313   0.89515635
#> exo1       0.002392008 0.05282003 -0.08205471   0.05546708
#> exo2       0.756303988 0.11547728  0.60896425   0.92213410
#> exo3       0.168855013 0.05293346  0.12042916   0.25767706
#> 
#> $COM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.27670283 0.2229426 -0.01348408    0.5929505
#> lag1_var2 -0.34411589 0.4636613 -0.87329839    0.4261510
#> lag1_var3  0.06764259 0.9297508 -1.13510112    1.4812201
#> lag1_var4  0.81256671 0.8855443 -0.53809246    1.9443047
#> const     -0.74230456 1.7526060 -2.87110163    1.7229338
#> exo1       0.18853101 0.1840288 -0.05282039    0.4462293
#> exo2      -0.86080787 0.1528329 -1.03339708   -0.6506513
#> exo3       0.10541466 0.1423603 -0.11704478    0.2631385
#> 
#> $COM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3286791 0.2213293  0.07987543    0.6789758
#> lag1_var2 -0.3329625 0.4310795 -0.89357673    0.2800565
#> lag1_var3 -0.6661791 0.8927540 -1.98483637    0.4536653
#> lag1_var4  1.5672916 0.8422782  0.50064129    2.8122737
#> const     -2.2004420 1.7903405 -4.47486911    0.2221225
#> exo1       0.2017219 0.1883150 -0.05504076    0.4496856
#> exo2      -0.5640775 0.1713874 -0.76007472   -0.2992502
#> exo3       0.1827963 0.1542145 -0.05447845    0.3577427
#> 
#> 
#> 
#> $CPV
#> $CPV$Sigma
#> $CPV$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001322159 0.0002689413 0.0008943525   0.00162281
#> 
#> $CPV$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001255269 0.002059501 -0.004358448  0.001155379
#> Sigma[2,2]  0.229817675 0.038794884  0.179109356  0.275899149
#> 
#> $CPV$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.004104926 0.00468368 -0.00225837   0.01005256
#> Sigma[3,2] -0.107982998 0.02845464 -0.15036384  -0.07367606
#> Sigma[3,3]  0.389587741 0.05352680  0.34408791   0.47366011
#> 
#> $CPV$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.003902291 0.004782476 -0.002844162   0.01026900
#> Sigma[4,2] 0.030677456 0.049330023 -0.034934341   0.09469326
#> Sigma[4,3] 0.371607481 0.047029465  0.326059903   0.43945510
#> Sigma[4,4] 0.443953364 0.054627320  0.369028416   0.51547746
#> 
#> 
#> $CPV$A
#> $CPV$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.935187866 0.01985196  0.90685210  0.956521559
#> lag1_var2  0.100214981 0.04691167  0.04890847  0.168346267
#> lag1_var3  0.144042666 0.08994558  0.04347952  0.272638100
#> lag1_var4 -0.138777683 0.08323804 -0.25831338 -0.044717821
#> const      0.917180828 0.15928841  0.65018769  1.094130848
#> exo1      -0.008950165 0.03278011 -0.06305468  0.024194807
#> exo2      -0.263836266 0.04003608 -0.31595569 -0.205935701
#> exo3      -0.067370357 0.04207731 -0.11453729 -0.006610417
#> 
#> $CPV$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07708348 0.2899185 -0.43847218    0.3665634
#> lag1_var2  0.36935514 0.6166766 -0.64179260    0.9396671
#> lag1_var3 -0.46885834 1.1189860 -2.35737624    0.6858813
#> lag1_var4  0.56331380 1.0625261 -0.50555373    2.3510447
#> const      0.37310932 3.7966225 -4.31011559    4.9608595
#> exo1       0.20290933 0.3859502 -0.35489386    0.7281643
#> exo2       2.59181233 0.5553234  1.69447013    3.1154882
#> exo3       0.68734806 0.6345624 -0.05752571    1.5397985
#> 
#> $CPV$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.57543148 0.3888321   -1.077048  -0.02148348
#> lag1_var2  2.52054998 0.9994736    1.065748   3.55962176
#> lag1_var3  4.86777206 1.8744765    2.210515   6.89060588
#> lag1_var4 -3.91584843 1.8087749   -5.831478  -1.31252121
#> const     11.99753149 6.2169482    3.970212  21.58681999
#> exo1      -0.03822914 0.5803965   -0.895162   0.69870488
#> exo2      -4.13263055 0.7059764   -4.864624  -2.99610686
#> exo3      -1.90654271 0.9470307   -3.109775  -0.47937436
#> 
#> $CPV$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.71935162 0.4172939  -1.2874922   -0.1593366
#> lag1_var2  2.66083264 1.1539269   0.9047023    3.9955831
#> lag1_var3  4.45078783 2.0899280   1.2873150    6.9629718
#> lag1_var4 -3.40606969 2.0120738  -5.7579888   -0.3110002
#> const     12.03706447 6.3649277   2.9275437   19.8296547
#> exo1       0.08841257 0.6172857  -0.7627634    0.9403532
#> exo2      -3.09062122 0.5989691  -3.7695380   -2.1849176
#> exo3      -1.73038967 0.9062123  -2.5785842   -0.1803798
#> 
#> 
#> 
#> $CRI
#> $CRI$Sigma
#> $CRI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003136152 6.836482e-05 0.0002317658 0.0004117474
#> 
#> $CRI$Sigma$equation2
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.0121628 0.004020747 -0.01823031 -0.008010619
#> Sigma[2,2]  1.2454880 0.280980542  0.92901657  1.666745216
#> 
#> $CRI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006810968 0.003456928  0.002717585   0.01244755
#> Sigma[3,2] -0.112592873 0.163540100 -0.370892713   0.09163662
#> Sigma[3,3]  1.570090437 0.518079772  1.030534820   2.35978833
#> 
#> $CRI$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0006671428 0.004541032 -0.00694695  0.006046131
#> Sigma[4,2]  0.7096507790 0.245332296  0.33612966  1.037234016
#> Sigma[4,3]  1.6258684789 0.547630346  1.02479273  2.473400789
#> Sigma[4,4]  2.2369673090 0.568925093  1.66845065  3.155329127
#> 
#> 
#> $CRI$A
#> $CRI$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.962741608 0.01965274  0.934739990  0.986545788
#> lag1_var2  0.045239595 0.03070813  0.005577763  0.084514591
#> lag1_var3  0.066695294 0.04752693  0.003780255  0.126086794
#> lag1_var4 -0.062909697 0.04327427 -0.117469918 -0.006816082
#> const      0.688890345 0.23003710  0.458149486  1.059610333
#> exo1       0.007889620 0.01246600 -0.008380179  0.026244939
#> exo2      -0.066026636 0.01818220 -0.094976586 -0.046330578
#> exo3       0.005847219 0.01955215 -0.017729276  0.032600447
#> 
#> $CRI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   1.7846432  0.8755360   0.4439202    2.8793139
#> lag1_var2  -3.3495354  1.4610259  -4.9806689   -1.2754102
#> lag1_var3  -6.1611832  2.1927539  -8.5787300   -2.8914712
#> lag1_var4   5.7625792  2.0191507   2.6926498    7.9944959
#> const     -15.2181591 10.5640785 -30.4534377   -0.7572905
#> exo1       -0.2600837  0.7222051  -1.4846305    0.4160174
#> exo2        5.3236868  1.3561007   3.7158939    7.3666952
#> exo3        3.6210382  1.9253491   0.8132563    6.0976078
#> 
#> $CRI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5088811 0.8440521 -1.28328417    0.8731675
#> lag1_var2  2.9201832 2.1511454 -0.22004139    5.5120451
#> lag1_var3  5.2282122 3.4018653  0.35790551    9.3123713
#> lag1_var4 -4.2548107 3.2485363 -8.23777934    0.5416009
#> const     11.4495296 6.4835349 -0.05067858   18.1179255
#> exo1       0.3737744 1.6794790 -1.71604302    2.5118013
#> exo2      -5.3187456 1.3189872 -7.15056634   -3.5973017
#> exo3      -1.2513004 2.1867321 -3.96873189    1.9774037
#> 
#> $CRI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5924268  1.105846  -0.5925112    2.3759794
#> lag1_var2  0.6186585  2.925664  -3.4749898    4.6998019
#> lag1_var3  1.0406732  4.563110  -5.2713301    7.3785983
#> lag1_var4 -0.2980712  4.364149  -6.3767191    5.8771105
#> const      1.0696942 12.041042 -19.2640805   11.0023058
#> exo1       0.2494197  2.003230  -1.9626634    2.8035290
#> exo2      -2.3243763  1.494387  -4.6045612   -0.9069176
#> exo3       1.0642214  2.586444  -3.0191137    4.0923162
#> 
#> 
#> 
#> $CUB
#> $CUB$Sigma
#> $CUB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001767876 0.0005133688 0.001252562  0.002586699
#> 
#> $CUB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007782163 0.002664158 -0.01147477 -0.004485765
#> Sigma[2,2]  0.229024246 0.053700040  0.15025558  0.287806081
#> 
#> $CUB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008383302 0.004020988  0.004869922   0.01555476
#> Sigma[3,2] -0.136893981 0.044201381 -0.198502684  -0.07876036
#> Sigma[3,3]  0.244280623 0.062062580  0.173742913   0.34440427
#> 
#> $CUB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004881408 0.003670646  0.001077964   0.01056482
#> Sigma[4,2] -0.017538660 0.033581024 -0.064369087   0.02388884
#> Sigma[4,3]  0.177014974 0.054177240  0.118074528   0.26969009
#> Sigma[4,4]  0.172601760 0.045532244  0.131643951   0.24988209
#> 
#> 
#> $CUB$A
#> $CUB$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96731993 0.02876087  0.925640687   0.99811249
#> lag1_var2  0.13614078 0.09565788  0.008080416   0.27596240
#> lag1_var3  0.29100646 0.18904319  0.037121645   0.56516643
#> lag1_var4 -0.29405603 0.18530955 -0.560480168  -0.04379028
#> const      1.06855676 0.37578688  0.563024402   1.60721829
#> exo1      -0.02504311 0.04271639 -0.092372360   0.02763510
#> exo2      -0.13190481 0.04615006 -0.191008872  -0.07373137
#> exo3      -0.03813522 0.03757966 -0.084572333   0.01627869
#> 
#> $CUB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.26484538 0.4205933 -0.75603630    0.3924652
#> lag1_var2  0.66470219 0.6964392 -0.14172693    1.6495416
#> lag1_var3 -0.63325396 1.3578995 -2.19564675    1.2717701
#> lag1_var4  0.77047031 1.2911702 -1.04492015    2.2209774
#> const     -1.05347383 4.6856675 -7.77877767    5.9392355
#> exo1       0.09273718 0.3639218 -0.48742408    0.4313356
#> exo2       0.26966387 0.6262522 -0.73265837    0.8722890
#> exo3       0.45453510 0.4817471 -0.09987383    1.1979581
#> 
#> $CUB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.95055184 0.2295248   0.6710695    1.3009755
#> lag1_var2 -0.79929560 0.8965571  -1.9924704    0.4896960
#> lag1_var3 -0.27831047 1.7901637  -2.7071147    2.2870661
#> lag1_var4  0.87254834 1.7936835  -1.7058981    3.3235431
#> const     -0.94327036 4.5149673  -7.6465444    4.2347455
#> exo1      -0.30027754 0.4144118  -0.7534986    0.3303535
#> exo2      -3.47031095 0.5432621  -4.1047362   -2.6089353
#> exo3      -0.05802219 0.4646880  -0.6370564    0.5951512
#> 
#> $CUB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8604501 0.1745301   0.5844215    1.0605446
#> lag1_var2 -0.7215487 0.8895026  -1.9714439    0.4838075
#> lag1_var3 -1.1187283 1.7629875  -3.6519840    1.2344971
#> lag1_var4  1.7870185 1.7438576  -0.5001954    4.3318196
#> const     -2.7895396 3.4175053  -7.6561655    1.9133850
#> exo1      -0.2666386 0.3770590  -0.6393416    0.2651547
#> exo2      -3.3861487 0.4053694  -3.9741579   -2.8348271
#> exo3       0.1626472 0.4781920  -0.3817472    0.8759366
#> 
#> 
#> 
#> $CYP
#> $CYP$Sigma
#> $CYP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008478214 0.0001907008 0.0005821707  0.001117914
#> 
#> $CYP$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02879621 0.009164559 -0.04410524  -0.02053303
#> Sigma[2,2]  1.76021134 0.612095997  1.08406131   2.69556858
#> 
#> $CYP$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02066885 0.007244622  0.01367186   0.03280395
#> Sigma[3,2] -1.32066559 0.544900590 -2.12019046  -0.73177740
#> Sigma[3,3]  1.26159724 0.508091818  0.70003341   2.05437834
#> 
#> $CYP$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002460325 0.001908754 -6.857697e-05  0.005233688
#> Sigma[4,2] -0.220469762 0.196292248 -5.522585e-01 -0.024538718
#> Sigma[4,3]  0.456686384 0.197257788  2.395559e-01  0.767718291
#> Sigma[4,4]  0.341974604 0.097929913  2.235309e-01  0.488117480
#> 
#> 
#> $CYP$A
#> $CYP$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.95750467 0.02780860  0.91656211   0.99277037
#> lag1_var2  0.09279439 0.07384504 -0.01469706   0.18155212
#> lag1_var3  0.14737452 0.11761528 -0.02384749   0.29124741
#> lag1_var4 -0.14422013 0.11042026 -0.27760699   0.01628188
#> const      0.83532413 0.22542861  0.56663753   1.16375187
#> exo1       0.01153734 0.04114310 -0.04908217   0.06139933
#> exo2      -0.05324880 0.02288008 -0.08583800  -0.02645212
#> exo3       0.06779228 0.01410811  0.04808591   0.08602451
#> 
#> $CYP$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   0.47927153 0.6700668  -0.3934322    1.4406252
#> lag1_var2  -2.31024743 2.4146967  -5.4643966    0.6835101
#> lag1_var3  -5.03860472 3.8678366 -10.0994222   -0.1978392
#> lag1_var4   5.04743470 3.7052136   0.4048277    9.8589156
#> const     -10.75958742 7.8497460 -20.8805156   -0.6821771
#> exo1       -1.05072060 1.3139684  -2.4855581    0.9983252
#> exo2        0.28076608 1.0866600  -1.0949125    1.8054562
#> exo3       -0.04512149 0.8209783  -1.2939955    0.9506534
#> 
#> $CYP$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3924039 0.6061538  -0.6895757    0.9673026
#> lag1_var2  0.9518434 2.3610692  -1.8340313    4.4449226
#> lag1_var3  2.4407662 3.7699560  -1.9935993    8.0137590
#> lag1_var4 -1.6290691 3.6062709  -6.8675727    2.6160700
#> const      2.2668316 5.1393634  -5.8286405    8.3920902
#> exo1       0.3307400 1.1644307  -1.4334392    1.3521595
#> exo2      -0.6356351 0.9830594  -1.6811513    0.8174178
#> exo3       0.4054461 0.7819855  -0.5713669    1.5487592
#> 
#> $CYP$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7252233 0.4321865   0.1378565    1.2865042
#> lag1_var2 -0.8899179 1.1024405  -2.0764474    0.8139561
#> lag1_var3 -1.3374763 1.7510309  -3.2443495    1.3536648
#> lag1_var4  2.1700621 1.6339913  -0.3099201    3.9674561
#> const     -6.1554776 3.3547009 -10.2754770   -0.8647989
#> exo1      -0.3784401 0.5057517  -1.1523778    0.2381373
#> exo2      -0.4878266 0.5213348  -1.1819662    0.2859776
#> exo3       0.4010353 0.4755809  -0.2198626    1.0786127
#> 
#> 
#> 
#> $CZE
#> $CZE$Sigma
#> $CZE$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000583063 0.0001781894 0.0004190826 0.0008651965
#> 
#> $CZE$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01550918 0.006294899 -0.02581819  -0.01014445
#> Sigma[2,2]  0.83031066 0.267342095  0.52564199   1.24422874
#> 
#> $CZE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008979698 0.003987177  0.005339379   0.01562182
#> Sigma[3,2] -0.510954884 0.167983568 -0.771369735  -0.31773163
#> Sigma[3,3]  0.384559985 0.121528408  0.253321557   0.56285527
#> 
#> $CZE$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003702175 0.0009601946 -0.001521365 0.0009139911
#> Sigma[4,2] -0.0128408575 0.0458319868 -0.088883614 0.0278292875
#> Sigma[4,3]  0.0823249844 0.0423145957  0.040276111 0.1561379898
#> Sigma[4,4]  0.0793619503 0.0199118408  0.054629918 0.1094346008
#> 
#> 
#> $CZE$A
#> $CZE$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  1.006075043 0.01912050  0.987845160  1.032560937
#> lag1_var2 -0.098565000 0.08066815 -0.205478845 -0.002504474
#> lag1_var3 -0.171622968 0.13633164 -0.354414211 -0.007304186
#> lag1_var4  0.167756567 0.13399381  0.003247537  0.345892528
#> const      0.077274682 0.34885016 -0.360190008  0.497760179
#> exo1       0.005527215 0.02995153 -0.033429626  0.047034180
#> exo2      -0.082502672 0.03068524 -0.136379217 -0.051626565
#> exo3       0.022400586 0.03203318 -0.031635663  0.055742273
#> 
#> $CZE$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.0585252  0.7768225  -2.0904542   -0.1565015
#> lag1_var2  3.6921496  3.6297940  -2.3270353    7.5626746
#> lag1_var3  4.6249112  6.0957735  -5.5544681   11.0187288
#> lag1_var4 -4.3780435  5.9955112 -10.5434983    5.7348722
#> const     12.8193317 13.8915491  -6.7500210   28.4922390
#> exo1      -0.7887145  0.7746043  -1.9215553    0.1993842
#> exo2       0.8714748  1.2545733  -0.5549235    2.9004254
#> exo3       0.4692657  0.8903872  -0.8418217    1.6444985
#> 
#> $CZE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6484985 0.5830354  -0.1054275   1.33799109
#> lag1_var2 -1.1346650 2.6731900  -4.0150814   2.98841900
#> lag1_var3 -0.8884311 4.4585800  -5.6368791   6.03657686
#> lag1_var4  1.6680694 4.3811919  -5.1973413   6.30250689
#> const     -3.4235798 9.9378665 -13.6150622  11.70355713
#> exo1       0.1793487 0.5643743  -0.5024079   0.96990984
#> exo2      -1.1363353 1.0335797  -2.8416001   0.04225532
#> exo3      -0.3982565 0.7052073  -1.4477968   0.55705244
#> 
#> $CZE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0132000 0.2077330  -0.2908932   0.29634731
#> lag1_var2  0.7768271 0.7555321  -0.2177600   1.86577367
#> lag1_var3  1.3838532 1.2530566  -0.2527647   3.17963368
#> lag1_var4 -0.4340433 1.2292411  -2.1919179   1.17130139
#> const      2.9571268 3.8187676  -2.0303785   8.45540544
#> exo1      -0.2945435 0.2189361  -0.5254161   0.05167044
#> exo2      -0.6243784 0.3868395  -1.2273581  -0.14498663
#> exo3      -0.1174642 0.2154307  -0.4855838   0.10081255
#> 
#> 
#> 
#> $DEU
#> $DEU$Sigma
#> $DEU$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003470304 8.753004e-05 0.0002594644 0.0004920763
#> 
#> $DEU$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004949716 0.002841914 -0.009255655  -0.00135496
#> Sigma[2,2]  0.368555617 0.084742041  0.274613464   0.50540816
#> 
#> $DEU$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004870972 0.003410775  0.0006625382   0.01012962
#> Sigma[3,2] -0.313890938 0.118866302 -0.5078067064  -0.20994132
#> Sigma[3,3]  0.458822309 0.164093833  0.3010485014   0.72256985
#> 
#> $DEU$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00204066 0.002275994 -0.001106078  0.004955774
#> Sigma[4,2] -0.10353550 0.085605715 -0.248766486 -0.024511136
#> Sigma[4,3]  0.29323391 0.109644040  0.160926930  0.459612833
#> Sigma[4,4]  0.24903095 0.071283615  0.150981285  0.348498707
#> 
#> 
#> $DEU$A
#> $DEU$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.958494079 0.01247332  0.945045874   0.97816996
#> lag1_var2  0.004380792 0.02481728 -0.037966296   0.03123265
#> lag1_var3  0.000254725 0.04162856 -0.069861038   0.04694211
#> lag1_var4  0.010825879 0.03899021 -0.034901907   0.07512848
#> const      0.523535109 0.16495083  0.321053123   0.74420179
#> exo1       0.002800219 0.01542387 -0.018420886   0.02325288
#> exo2      -0.054435291 0.01544078 -0.073587904  -0.03256216
#> exo3       0.021956795 0.01327582  0.003760042   0.03885003
#> 
#> $DEU$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01129349 0.6926347 -0.87244978    1.0222867
#> lag1_var2  4.53461671 1.2042570  2.67264628    5.9022563
#> lag1_var3  6.50749763 1.9363312  3.54867178    8.6850890
#> lag1_var4 -6.79078050 1.7039026 -8.77627894   -4.2282187
#> const     18.89843438 5.4119393 11.85944509   26.1866384
#> exo1      -0.24385232 0.6854730 -1.23749757    0.7040426
#> exo2       1.19656685 0.8287309  0.03891953    2.3789379
#> exo3      -0.28131747 0.5448208 -1.00637667    0.5473180
#> 
#> $DEU$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   0.18636483 1.0287397  -1.2966392    1.5363003
#> lag1_var2  -2.70698656 2.1001045  -5.6031721    0.1987771
#> lag1_var3  -3.83382972 3.4859014  -8.6572557    0.9314747
#> lag1_var4   4.95668813 3.1503513   0.7182468    9.3622259
#> const     -13.32643868 8.9615775 -27.1147244   -3.4243596
#> exo1        0.16672406 0.7687806  -0.8503875    1.2413843
#> exo2       -2.29909306 0.7318172  -3.1868800   -1.2712087
#> exo3        0.09972345 0.7065409  -0.8639122    1.0299007
#> 
#> $DEU$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.19399095 0.7115315  -0.7792203    1.2234746
#> lag1_var2 -0.46761883 1.6212139  -2.8050311    1.6204585
#> lag1_var3 -0.74423680 2.7448816  -4.6678647    2.7753705
#> lag1_var4  1.72578811 2.5356085  -1.4710432    5.3338487
#> const     -4.16037813 6.8384238 -14.9395196    3.1543538
#> exo1       0.02252631 0.6555642  -0.6721120    1.0291076
#> exo2      -1.66104397 0.4996155  -2.4412253   -1.1987503
#> exo3      -0.05393779 0.5805209  -0.8354900    0.6191501
#> 
#> 
#> 
#> $DJI
#> $DJI$Sigma
#> $DJI$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0004051677 7.539222e-05 0.000292639 0.0004772904
#> 
#> $DJI$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001270435 0.0005136627 -0.001929501 -0.0006370505
#> Sigma[2,2]  0.027790498 0.0077097877  0.019657932  0.0403668536
#> 
#> $DJI$Sigma$equation3
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[3,1]  0.0001424293 0.0003301246 -0.0002193061  0.0006119546
#> Sigma[3,2] -0.0169316736 0.0044780003 -0.0236534617 -0.0121662326
#> Sigma[3,3]  0.0177594633 0.0039109108  0.0125453286  0.0234980550
#> 
#> $DJI$Sigma$equation4
#>                     mean           sd 5% quantile  95% quantile
#> Sigma[4,1] -0.0005652456 0.0003464346 -0.00109309 -0.0001183052
#> Sigma[4,2] -0.0098301730 0.0030294368 -0.01391190 -0.0059049089
#> Sigma[4,3]  0.0164503230 0.0039883757  0.01149374  0.0223132958
#> Sigma[4,4]  0.0186603614 0.0043508384  0.01300816  0.0248518290
#> 
#> 
#> $DJI$A
#> $DJI$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96520960 0.01942530  0.933145230  0.984013776
#> lag1_var2  0.02480561 0.01979250  0.005434646  0.059413261
#> lag1_var3  0.09618988 0.03816067  0.051932061  0.156307153
#> lag1_var4 -0.08894787 0.03201736 -0.141166684 -0.053792368
#> const      0.74512862 0.12186281  0.574883329  0.894704476
#> exo1       0.02181780 0.01477032  0.003880853  0.043553194
#> exo2      -0.05448956 0.02012350 -0.080776849 -0.026993859
#> exo3      -0.01006462 0.01676131 -0.037131907  0.008628504
#> 
#> $DJI$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.27322976 0.1882637 -0.03551035   0.48033444
#> lag1_var2  0.54857213 0.1950773  0.34247775   0.84182825
#> lag1_var3  0.07653569 0.3820532 -0.41222204   0.65847117
#> lag1_var4  0.11236107 0.3148632 -0.38526028   0.49779391
#> const      0.34826369 1.0169645 -1.03310313   1.65504368
#> exo1      -0.11936124 0.1619800 -0.33767234   0.07515097
#> exo2       1.49551326 0.2781431  1.06200045   1.80406206
#> exo3       0.68211036 0.1587439  0.51737606   0.91610619
#> 
#> $DJI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.08780817 0.1272151  -0.0814221   0.27925625
#> lag1_var2  0.01650732 0.1383300  -0.1794621   0.18719100
#> lag1_var3  0.16761312 0.2882361  -0.1506993   0.59325126
#> lag1_var4  0.52913471 0.2334551   0.1873763   0.81152545
#> const      0.39604114 0.8134279  -0.4004944   1.70483523
#> exo1      -0.05658610 0.1008875  -0.2085984   0.07300428
#> exo2      -0.92628247 0.1666242  -1.1112775  -0.68817679
#> exo3      -0.32552695 0.1154715  -0.5001603  -0.19519935
#> 
#> $DJI$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.20524525 0.10629880  0.03534204   0.33403244
#> lag1_var2 -0.06851732 0.11399828 -0.20884666   0.10720996
#> lag1_var3 -0.74712510 0.28290330 -1.05332420  -0.32638491
#> lag1_var4  1.50908425 0.22224737  1.17706512   1.76054977
#> const     -1.36550780 0.80546644 -2.11510439  -0.14258454
#> exo1      -0.13902313 0.09524612 -0.27909227  -0.05135195
#> exo2      -0.60293134 0.12925421 -0.74432452  -0.39392096
#> exo3      -0.14044472 0.10056583 -0.27739806  -0.02261454
#> 
#> 
#> 
#> $DNK
#> $DNK$Sigma
#> $DNK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002884108 8.211297e-05 0.0001916537 0.0004225151
#> 
#> $DNK$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01067639 0.00281097 -0.01445024 -0.006905742
#> Sigma[2,2]  0.73529775 0.20778790  0.49333551  1.062766967
#> 
#> $DNK$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008805925 0.002583233  0.005447851    0.0125552
#> Sigma[3,2] -0.500643191 0.102406336 -0.629021418   -0.3515678
#> Sigma[3,3]  0.623295032 0.082652551  0.516006374    0.7348287
#> 
#> $DNK$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.00194213 0.001254752  0.0005885841  0.003780133
#> Sigma[4,2] -0.01982487 0.083017097 -0.1151625113  0.110878452
#> Sigma[4,3]  0.32115719 0.068609029  0.2375975334  0.423276777
#> Sigma[4,4]  0.33605223 0.078149418  0.2383167010  0.450076880
#> 
#> 
#> $DNK$A
#> $DNK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.990063768 0.01226762  0.97199033  1.005213933
#> lag1_var2 -0.014033881 0.03016336 -0.05247337  0.033983369
#> lag1_var3 -0.025272990 0.04682630 -0.08391439  0.049821229
#> lag1_var4  0.021125022 0.04321529 -0.04750226  0.076725415
#> const      0.532823345 0.15849494  0.33245539  0.758919230
#> exo1      -0.006426011 0.01081486 -0.02286185  0.007453775
#> exo2      -0.043875857 0.02593241 -0.08010590 -0.008881274
#> exo3       0.044539341 0.01366980  0.02648120  0.062157255
#> 
#> $DNK$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.008353734 0.8342604  -0.8640871    1.2702101
#> lag1_var2  0.422334526 2.0134413  -2.2717522    3.0857318
#> lag1_var3 -0.576976035 3.0831050  -4.7104458    3.4722749
#> lag1_var4  0.624199366 2.8616394  -3.1883237    4.4061694
#> const     -1.708000098 8.7891029 -16.5031949    6.3471139
#> exo1      -0.662370000 0.7262222  -1.3561947    0.5136809
#> exo2       0.486192555 1.2011887  -1.0705699    1.9930066
#> exo3      -0.209334494 0.8385378  -1.1476782    0.8694029
#> 
#> $DNK$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.23207392 0.5815150  -0.7163642    0.7672475
#> lag1_var2  0.07987153 1.5980390  -1.9169316    2.3246874
#> lag1_var3  1.14446934 2.4040573  -1.8838234    4.5584648
#> lag1_var4 -0.25941480 2.2368757  -3.4061075    2.5992718
#> const      1.32623112 5.9499050  -5.7546851    9.3642798
#> exo1      -0.08526236 0.6653499  -0.9127332    0.8830631
#> exo2      -0.76049577 1.0482225  -2.3504223    0.6011637
#> exo3       0.61757885 1.0005719  -0.8691552    1.9475340
#> 
#> $DNK$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.24859787 0.2942609  -0.1450680    0.7012487
#> lag1_var2 -0.05513206 0.8426485  -1.2686696    0.8558880
#> lag1_var3  0.15598960 1.2468493  -1.6412328    1.5608932
#> lag1_var4  0.77872022 1.1858176  -0.5420447    2.4786497
#> const     -1.54173315 4.5597542  -8.6237269    4.2896257
#> exo1      -0.55171996 0.5576103  -1.1618339    0.2922034
#> exo2      -0.47743577 0.6566351  -1.4783830    0.3132140
#> exo3       0.53822735 0.6885685  -0.4187939    1.5644642
#> 
#> 
#> 
#> $DOM
#> $DOM$Sigma
#> $DOM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005917225 0.0001372614 0.0003965873  0.000771298
#> 
#> $DOM$Sigma$equation2
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0023621 0.002214141 -0.005363904 0.0008049198
#> Sigma[2,2]  0.2498866 0.043386397  0.183830862 0.2944422734
#> 
#> $DOM$Sigma$equation3
#>                    mean         sd  5% quantile  95% quantile
#> Sigma[3,1]  0.009773972 0.00425953  0.004624217  0.0160667200
#> Sigma[3,2] -0.101644870 0.08957560 -0.251335079 -0.0002318369
#> Sigma[3,3]  0.575980308 0.17783910  0.414735757  0.8969897797
#> 
#> $DOM$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.009058316 0.004004867  0.003524232   0.01395149
#> Sigma[4,2] 0.052427960 0.102342855 -0.092751486   0.17858069
#> Sigma[4,3] 0.553134672 0.148531079  0.391089451   0.80349768
#> Sigma[4,4] 0.628496064 0.140622999  0.427349934   0.80593084
#> 
#> 
#> $DOM$A
#> $DOM$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98882998 0.01019684  0.974114469  1.002068755
#> lag1_var2 -0.02943518 0.02745197 -0.063674199  0.007207186
#> lag1_var3 -0.05500843 0.04055766 -0.102399122  0.007616025
#> lag1_var4  0.05165551 0.03804578 -0.004409871  0.097356821
#> const      0.50351171 0.11313506  0.351636534  0.650173402
#> exo1      -0.01786063 0.01427681 -0.038882550 -0.002004931
#> exo2      -0.10505721 0.03464788 -0.159439509 -0.067480883
#> exo3       0.08241419 0.03549785  0.032424635  0.113838746
#> 
#> $DOM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.15440829 0.2182126 -0.45686455   0.10080864
#> lag1_var2  1.07214427 0.5218794  0.55458976   1.87079545
#> lag1_var3  0.96728302 0.9007830  0.01500993   2.39617168
#> lag1_var4 -0.92749484 0.8629702 -2.31831124  -0.04665379
#> const      4.55306388 4.0863053 -0.72350740  10.30297131
#> exo1      -0.80896715 0.3269468 -1.17204012  -0.38066696
#> exo2      -0.02867997 0.6872501 -1.04323849   0.77023140
#> exo3       1.40971610 0.6761764  0.54979284   2.31460794
#> 
#> $DOM$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.6555714 0.2630524   0.34170201    1.0185842
#> lag1_var2 -1.4926909 0.8567102  -2.69013318   -0.3287882
#> lag1_var3 -1.9873011 1.2007970  -3.69792964   -0.2978298
#> lag1_var4  2.7978375 1.1447312   1.20364497    4.4726111
#> const     -6.3965372 3.2896517 -11.82000510   -3.0485525
#> exo1       0.5073599 0.7212925  -0.63258787    1.2870779
#> exo2      -4.4343554 1.1778762  -6.38704057   -3.2154885
#> exo3       1.5509328 1.0655325   0.04351801    2.9710708
#> 
#> $DOM$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.60301149 0.3746631   0.09229575    1.1448591
#> lag1_var2 -1.27632844 0.8760657  -2.54174612   -0.2266202
#> lag1_var3 -2.11086154 1.2647892  -3.90259763   -0.5566882
#> lag1_var4  2.95893530 1.1640543   1.54200781    4.6477685
#> const     -5.43404969 3.9011167 -11.20616802   -0.2804694
#> exo1       0.03560399 0.6848267  -0.99033344    0.7925076
#> exo2      -4.72898766 1.0456198  -6.32363631   -3.4242424
#> exo3       2.60949321 0.9974775   0.93626637    3.7455221
#> 
#> 
#> 
#> $DZA
#> $DZA$Sigma
#> $DZA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003450162 6.828676e-05 0.0002405602  0.000426284
#> 
#> $DZA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002407244 0.006279957 -0.01237601  0.004186389
#> Sigma[2,2]  3.412781167 0.722121069  2.56818399  4.495923254
#> 
#> $DZA$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.001636495 0.001879595 -0.00388134  0.0007575893
#> Sigma[3,2] -1.206415243 0.366094296 -1.78391264 -0.8254599745
#> Sigma[3,3]  0.645737680 0.176213284  0.46666265  0.9018399123
#> 
#> $DZA$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.003266715 0.002059314 -0.006180059 -0.0008828242
#> Sigma[4,2]  0.336971667 0.136683669  0.142534780  0.5229089594
#> Sigma[4,3]  0.134622364 0.059157855  0.064384802  0.2195477520
#> Sigma[4,4]  0.328145957 0.065939716  0.249732515  0.4184261362
#> 
#> 
#> $DZA$A
#> $DZA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.987074940 0.01799757  0.96248710   1.00838530
#> lag1_var2  0.008771809 0.02177275 -0.01981747   0.03806907
#> lag1_var3  0.017549344 0.05143452 -0.05040969   0.08705056
#> lag1_var4 -0.022739825 0.04341119 -0.08035268   0.03496087
#> const      0.558179685 0.10800047  0.40976401   0.69231919
#> exo1      -0.004807945 0.01832792 -0.03230922   0.01656240
#> exo2      -0.066855242 0.02066049 -0.09122417  -0.03631946
#> exo3      -0.019295956 0.01805502 -0.03755743   0.01220903
#> 
#> $DZA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.1372098  1.388116  -3.0198866    0.7828884
#> lag1_var2  0.0770607  1.898599  -2.3366224    2.2893818
#> lag1_var3 -1.5760442  4.343644  -7.0365929    3.4527457
#> lag1_var4  2.4807602  3.919148  -2.0196666    7.5201128
#> const     -5.7498476 20.202315 -29.1199734   23.5084486
#> exo1      -2.8761544  1.062712  -4.2506218   -1.3762299
#> exo2       2.7048819  2.149733  -0.4901288    5.2325845
#> exo3       3.2499810  1.566480   1.0338285    5.2775943
#> 
#> $DZA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9712329 0.7001921 -0.02580146    1.9848171
#> lag1_var2  0.4405391 0.8080837 -0.81358253    1.4549923
#> lag1_var3  1.6397555 1.8689263 -1.24238073    4.0095099
#> lag1_var4 -1.4032679 1.6365995 -3.44811102    1.1599101
#> const      5.0960969 8.2219959 -7.64668210   12.9841527
#> exo1       0.8357427 0.4676138  0.20872178    1.4824073
#> exo2      -3.3192098 1.0517959 -4.57123061   -1.7821371
#> exo3      -1.7904275 0.8578599 -2.88098949   -0.6220946
#> 
#> $DZA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5196711 0.5732931  -0.3044990   1.26541947
#> lag1_var2  0.1808384 0.6060181  -0.5815829   1.03266918
#> lag1_var3  0.2682467 1.4279601  -1.4902523   2.29949165
#> lag1_var4  0.3697783 1.1992584  -1.3069519   1.88392708
#> const      1.0465493 5.1845405  -7.2824703   7.38239297
#> exo1      -0.4557359 0.2986754  -0.9077120  -0.09233344
#> exo2      -2.5213565 0.4424446  -3.0398075  -1.86973934
#> exo3      -0.3765418 0.5311799  -1.2406264   0.25399460
#> 
#> 
#> 
#> $ECU
#> $ECU$Sigma
#> $ECU$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005788299 0.0001386724 0.0003874178 0.0007711616
#> 
#> $ECU$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00522211 0.002226007 -0.007493552 -0.002173016
#> Sigma[2,2]  0.20382516 0.053002468  0.131646165  0.282158428
#> 
#> $ECU$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007029017 0.00793329 -0.002097066    0.0185186
#> Sigma[3,2] -0.044666414 0.14090871 -0.253855257    0.1400288
#> Sigma[3,3]  1.304804189 0.37177399  0.841618007    1.8878900
#> 
#> $ECU$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.003854041 0.007778809 -0.005300291   0.01594885
#> Sigma[4,2] 0.091404180 0.139681337 -0.116705044   0.29382364
#> Sigma[4,3] 1.332201204 0.412268113  0.825106310   1.95149951
#> Sigma[4,4] 1.453140890 0.467954886  0.925556345   2.16355589
#> 
#> 
#> $ECU$A
#> $ECU$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.02161503 0.01388506  1.005830857   1.04163985
#> lag1_var2 -0.09274602 0.05069054 -0.143924244  -0.01920373
#> lag1_var3 -0.17397980 0.08902883 -0.272401066  -0.04661897
#> lag1_var4  0.16184834 0.08587019  0.039669965   0.25553123
#> const      0.19246918 0.18482161 -0.088363977   0.40088388
#> exo1       0.05092743 0.03440516  0.009397075   0.09924875
#> exo2      -0.10677521 0.01735717 -0.130193394  -0.08227832
#> exo3       0.01191698 0.03354545 -0.029218287   0.06585347
#> 
#> $ECU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6403403 0.2841008  -1.0164285   -0.2657684
#> lag1_var2  2.8046072 0.9787930   1.4635016    3.9947889
#> lag1_var3  3.6617386 1.7048090   1.4290787    5.6971495
#> lag1_var4 -3.5159719 1.6359708  -5.4471582   -1.3561421
#> const      8.8372441 3.8993266   2.6085404   13.2266544
#> exo1       0.1510724 0.4256149  -0.4266263    0.7202324
#> exo2       2.1235395 0.4611275   1.6169578    2.8581587
#> exo3      -0.2536201 0.8653219  -1.4303593    0.9189935
#> 
#> $ECU$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9561610  0.5891218   0.18956600    1.7556474
#> lag1_var2 -1.6332937  1.8133461  -4.30785002    0.6315203
#> lag1_var3 -3.0284013  2.9937795  -7.09624495    0.6701441
#> lag1_var4  3.6744524  2.9604929   0.06574864    7.7311869
#> const     -4.7798970 10.7824314 -19.79947583    8.0738850
#> exo1       0.3307538  1.0099061  -1.23381687    1.3404160
#> exo2      -6.4893279  1.1697505  -8.07465825   -4.8776900
#> exo3       2.9000234  1.5416998   0.84741655    5.2342498
#> 
#> $ECU$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5704451 0.5170106  -0.08788744     1.258757
#> lag1_var2 -0.1347439 2.0820407  -2.77200320     2.729005
#> lag1_var3 -1.1929391 3.4965906  -5.31070643     3.405854
#> lag1_var4  1.9403672 3.4424535  -2.64577077     5.975424
#> const     -0.3457214 9.4577970 -13.97618942    11.287867
#> exo1       0.4582751 1.0721361  -1.27095958     1.657935
#> exo2      -5.4156829 1.1677772  -7.30432315    -3.986538
#> exo3       2.8719531 1.2434648   1.13404635     4.580974
#> 
#> 
#> 
#> $EGY
#> $EGY$Sigma
#> $EGY$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002118996 3.357469e-05 0.0001692562 0.0002672136
#> 
#> $EGY$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006577068 0.001221955 -0.008528735 -0.005297572
#> Sigma[2,2]  0.743053598 0.145137621  0.568236022  0.955762365
#> 
#> $EGY$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004475257 0.001334387  0.003072061  0.006816388
#> Sigma[3,2] -0.308228939 0.113826619 -0.481988312 -0.154208248
#> Sigma[3,3]  0.794443745 0.203893000  0.517085974  1.079429448
#> 
#> $EGY$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.001490479 0.001763656 -0.0002818103  0.004395096
#> Sigma[4,2] 0.047021085 0.147866841 -0.1323007231  0.254809146
#> Sigma[4,3] 0.712244550 0.187961115  0.4411737133  0.961429170
#> Sigma[4,4] 0.806850126 0.164111794  0.5610062071  0.990433485
#> 
#> 
#> $EGY$A
#> $EGY$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.99237463 0.003917893  0.987133103  0.998298873
#> lag1_var2 -0.01139836 0.008478169 -0.021754213  0.002488563
#> lag1_var3 -0.02291200 0.018338600 -0.043898605  0.006345176
#> lag1_var4  0.01873254 0.016882195 -0.007950869  0.037846062
#> const      0.44487753 0.107685237  0.272064965  0.546539910
#> exo1       0.02748643 0.015757477  0.006124850  0.049224729
#> exo2      -0.01787640 0.014545827 -0.039351710 -0.000904688
#> exo3      -0.02190547 0.011092564 -0.035886220 -0.007259834
#> 
#> $EGY$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.13410387 0.3128340  -0.2909507    0.5451286
#> lag1_var2 -0.41828225 0.6988041  -1.5855411    0.3866358
#> lag1_var3 -2.43177396 1.4274781  -4.8716138   -0.9091749
#> lag1_var4  2.44183490 1.3766411   0.9358858    4.7919148
#> const     -1.11732260 5.8348346 -10.3392176    6.3741314
#> exo1      -1.11694752 0.9297411  -2.1126411    0.4117050
#> exo2       0.12378291 0.7034861  -0.8071805    1.1312188
#> exo3       0.01509417 0.4830949  -0.5089331    0.8025296
#> 
#> $EGY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3156462 0.3995220  -1.0291579   0.04221863
#> lag1_var2  0.9432806 0.9447523  -0.1853173   2.43796235
#> lag1_var3  2.8785893 1.8327141   0.8825986   5.85980965
#> lag1_var4 -1.9008899 1.7519705  -4.6894753   0.04959211
#> const      8.4690194 6.2920456  -0.7743340  17.00278369
#> exo1       0.7371671 1.0429583  -0.4452208   2.13318106
#> exo2      -0.5045549 0.7014226  -1.5130932   0.39160612
#> exo3       0.7465418 0.8992069  -0.5126306   1.96784297
#> 
#> $EGY$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2668784 0.4030998  -0.9998015   0.09519657
#> lag1_var2  0.4562868 1.1285728  -0.9649854   2.08115134
#> lag1_var3  1.1434839 2.2482778  -1.7382014   4.38322344
#> lag1_var4 -0.1316136 2.1222323  -3.1467158   2.57013652
#> const      7.0417111 5.3425079  -0.4239569  14.56184291
#> exo1       0.2147250 1.0202381  -0.9866336   1.52814756
#> exo2      -0.4888462 0.8404861  -1.7795431   0.42275873
#> exo3       0.8403453 0.9248716  -0.4679323   2.05414328
#> 
#> 
#> 
#> $ERI
#> $ERI$Sigma
#> $ERI$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007169898 0.001422757 0.005510092  0.009200474
#> 
#> $ERI$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0007207165 0.0008738812 -0.001909252 0.0004182401
#> Sigma[2,2]  0.0059320335 0.0009381729  0.004550107 0.0071063163
#> 
#> $ERI$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.00290967 0.004620936 -0.01002012  0.003125862
#> Sigma[3,2] -0.01369762 0.006284720 -0.02178203 -0.006551695
#> Sigma[3,3]  0.12019938 0.032843747  0.07538141  0.169328656
#> 
#> $ERI$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.003748400 0.004784405 -0.01136830  0.002194145
#> Sigma[4,2] -0.009725812 0.006603368 -0.01801637 -0.002276115
#> Sigma[4,3]  0.116013898 0.031281931  0.07189779  0.162070329
#> Sigma[4,4]  0.114817820 0.029957282  0.07176335  0.157478101
#> 
#> 
#> $ERI$A
#> $ERI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.87255376 0.05631324  0.78226419   0.93022774
#> lag1_var2  0.21104094 0.19519237 -0.02063112   0.47587723
#> lag1_var3  0.25553571 0.25213178 -0.03950764   0.61155034
#> lag1_var4 -0.23719696 0.25015860 -0.58578961   0.06098821
#> const      1.25183583 1.02569411  0.16680665   2.73075253
#> exo1      -0.05132204 0.07502339 -0.15523490   0.04876645
#> exo2      -0.01131904 0.05945501 -0.11054885   0.05822917
#> exo3       0.05097045 0.06427216 -0.04857552   0.13223288
#> 
#> $ERI$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.11034503 0.06885649  0.007699957   0.20616291
#> lag1_var2  0.56449441 0.19622437  0.351148536   0.84360849
#> lag1_var3  0.03207422 0.26760892 -0.271296571   0.45354361
#> lag1_var4 -0.03332128 0.26282513 -0.446629961   0.26768224
#> const      0.35987368 0.97523238 -0.617208242   1.98923379
#> exo1      -0.06272826 0.06590840 -0.151943093   0.02106121
#> exo2       0.48423564 0.06962199  0.377918684   0.57005892
#> exo3       0.20857867 0.07912945  0.128532334   0.34419908
#> 
#> $ERI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.26245129 0.2247399  -0.5040901   0.08361932
#> lag1_var2  0.86500533 0.7921573  -0.2961704   1.81164622
#> lag1_var3  1.55150700 1.0858974  -0.1347935   2.94572511
#> lag1_var4 -0.58048751 1.0612775  -1.9415443   1.07488943
#> const      5.43626666 3.2609412   1.7563904  10.09026842
#> exo1       0.20312842 0.4013697  -0.3086453   0.79460874
#> exo2      -1.06908082 0.3241772  -1.4600767  -0.64851035
#> exo3      -0.09221659 0.3643663  -0.6118591   0.32023978
#> 
#> $ERI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.20378040 0.2252254  -0.4522110    0.1334186
#> lag1_var2  0.93705780 0.8021424  -0.2736970    1.8433624
#> lag1_var3  1.09200549 1.1198180  -0.7280697    2.3448637
#> lag1_var4 -0.09890764 1.0938220  -1.3158043    1.6847613
#> const      4.45491608 3.3641696   0.8868347    9.1530823
#> exo1       0.16340038 0.3919145  -0.3571010    0.7187334
#> exo2      -0.74311844 0.3125950  -1.1089895   -0.3389214
#> exo3       0.07052440 0.3545348  -0.4451962    0.4472131
#> 
#> 
#> 
#> $ESH
#> $ESH$Sigma
#> $ESH$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003583667 0.0001478446 0.0002393218 0.0006001999
#> 
#> $ESH$Sigma$equation2
#>                   mean         sd  5% quantile  95% quantile
#> Sigma[2,1] -0.00213575 0.00141244 -0.004424157 -0.0007808568
#> Sigma[2,2]  0.06277809 0.01309814  0.051509573  0.0825197626
#> 
#> $ESH$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001632589 0.001256316  0.0002993874  0.003636911
#> Sigma[3,2] -0.063825180 0.011224514 -0.0772194823 -0.048763011
#> Sigma[3,3]  0.124361386 0.021980204  0.1014413228  0.156255872
#> 
#> $ESH$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0005911258 0.000686787 -0.0004208775  0.001463989
#> Sigma[4,2] -0.0326260229 0.009030735 -0.0438729207 -0.018598076
#> Sigma[4,3]  0.0973504496 0.019791190  0.0741072591  0.125509895
#> Sigma[4,4]  0.0863133965 0.017156338  0.0665269166  0.110712316
#> 
#> 
#> $ESH$A
#> $ESH$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  1.014498591 0.01597419  0.995742948  1.037310769
#> lag1_var2 -0.035434091 0.01323242 -0.054140385 -0.019279415
#> lag1_var3 -0.034001949 0.02854666 -0.073629092  0.001832295
#> lag1_var4  0.023350316 0.02568282 -0.009586873  0.060618612
#> const      0.470100098 0.06988478  0.394563362  0.586786768
#> exo1      -0.010072708 0.01482494 -0.025102108  0.012641354
#> exo2      -0.060306105 0.01613245 -0.078515930 -0.038951094
#> exo3      -0.007816943 0.02552810 -0.050476025  0.022761381
#> 
#> $ESH$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.45719955 0.1670452 -0.69298799  -0.25573590
#> lag1_var2  1.20394078 0.1342278  1.01290729   1.35928791
#> lag1_var3  0.58620772 0.3398435  0.08150977   1.00297257
#> lag1_var4 -0.44056991 0.3211171 -0.84959223   0.01610956
#> const      2.21948441 1.4809381  0.41575893   4.44105288
#> exo1       0.04362395 0.1565671 -0.16628399   0.26347090
#> exo2       0.78473967 0.2470844  0.48108869   1.15455271
#> exo3       0.14768015 0.1769746 -0.01888262   0.40795918
#> 
#> $ESH$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.27182060 0.3557631   0.9307716    1.8547754
#> lag1_var2 -1.11801350 0.2422950  -1.4015070   -0.7106996
#> lag1_var3 -1.13888784 0.5094106  -1.6062342   -0.2976837
#> lag1_var4  1.72840818 0.4548176   1.0163686    2.1711359
#> const     -3.53627218 3.0154697  -7.4094482    0.8996902
#> exo1       0.05984314 0.3198605  -0.3979874    0.3966911
#> exo2      -3.16514331 0.4649542  -3.8030743   -2.5408220
#> exo3      -0.19459555 0.2346717  -0.4786636    0.1421251
#> 
#> $ESH$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.12402067 0.3572924   0.7628361    1.7207380
#> lag1_var2 -0.90037748 0.2340791  -1.2283958   -0.5466247
#> lag1_var3 -1.61963926 0.4295010  -2.1265751   -0.9417312
#> lag1_var4  2.28648631 0.3665168   1.7333791    2.7016823
#> const     -4.23463091 2.8760339  -8.2983839   -0.0269634
#> exo1       0.08289416 0.2818307  -0.3375213    0.3950155
#> exo2      -2.96694471 0.3813956  -3.4881682   -2.4590591
#> exo3      -0.12477025 0.2348257  -0.4408125    0.1739559
#> 
#> 
#> 
#> $ESP
#> $ESP$Sigma
#> $ESP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005363933 0.0001328996 0.0003699788 0.0007405441
#> 
#> $ESP$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04884275 0.0157416  -0.0732125  -0.03155624
#> Sigma[2,2]  5.75078399 2.1233824   3.5008605   9.31220504
#> 
#> $ESP$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02797148 0.007350281  0.01872416   0.03803014
#> Sigma[3,2] -3.08962931 0.969661370 -4.58115207  -2.06118388
#> Sigma[3,3]  1.78438807 0.453197922  1.23182020   2.46475683
#> 
#> $ESP$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0004199879 0.002858388 -0.003516341   0.00399095
#> Sigma[4,2] 0.1537311907 0.344380336 -0.176789391   0.73793920
#> Sigma[4,3] 0.0515130549 0.173538767 -0.231120071   0.24159319
#> Sigma[4,4] 0.1584864452 0.053949070  0.115717520   0.25154980
#> 
#> 
#> $ESP$A
#> $ESP$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.991932468 0.01423346  0.973269789   1.01061278
#> lag1_var2 -0.007072224 0.01289305 -0.020398155   0.01352786
#> lag1_var3 -0.010845009 0.02318519 -0.034406108   0.02587226
#> lag1_var4  0.006904634 0.01864639 -0.022375143   0.02620732
#> const      0.479451833 0.18185813  0.204543895   0.67869625
#> exo1      -0.013431392 0.02376727 -0.043633523   0.02262308
#> exo2      -0.131918367 0.01852838 -0.152999731  -0.10466395
#> exo3       0.049741729 0.03163977  0.007839689   0.09352503
#> 
#> $ESP$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.5708391  1.140363  -2.9317332    0.2846609
#> lag1_var2  2.4776100  1.087467   0.6133293    3.5661177
#> lag1_var3  2.7789373  1.979819  -0.6219993    4.7131147
#> lag1_var4 -2.1252338  1.556243  -3.5722908    0.6057937
#> const      8.3659654 14.730056 -10.0623770   30.3114927
#> exo1       1.8413214  2.545357  -1.9401908    5.5117373
#> exo2       0.6909173  2.241302  -2.8774649    3.3965616
#> exo3      -1.9482239  3.358737  -6.7246075    2.3000754
#> 
#> $ESP$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  1.1665996 0.7193023   0.07790934   2.17841807
#> lag1_var2 -1.0641858 0.6718903  -1.80311109   0.02695675
#> lag1_var3 -0.8693006 1.2251216  -2.21383066   1.12494793
#> lag1_var4  1.3775734 0.9540987  -0.21657135   2.38495721
#> const     -4.3633571 9.4008514 -18.76972183   5.96410083
#> exo1      -0.9186993 1.4060629  -2.97672137   1.03629307
#> exo2      -1.6776246 1.1114436  -2.97180517  -0.02391846
#> exo3       1.7429158 1.9084594  -0.58218130   4.54566374
#> 
#> $ESP$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.29154956 0.2004466  0.09759236   0.59957784
#> lag1_var2 -0.11746272 0.1975093 -0.42003163   0.07969623
#> lag1_var3 -0.08781808 0.3678409 -0.65014571   0.29564226
#> lag1_var4  0.99751866 0.2961427  0.66981939   1.44083195
#> const     -1.63588379 2.7642239 -6.53994867   0.81084448
#> exo1       0.15048154 0.3482541 -0.20202284   0.70255673
#> exo2      -1.56711477 0.4384642 -2.24066310  -1.09844783
#> exo3       0.71520131 0.2798598  0.33443238   1.02374465
#> 
#> 
#> 
#> $EST
#> $EST$Sigma
#> $EST$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001754245 0.0003883627 0.001337827  0.002286076
#> 
#> $EST$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05541671 0.01435942  -0.0752752  -0.03538382
#> Sigma[2,2]  3.72632831 0.52052924   3.0173343   4.41328031
#> 
#> $EST$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03797708 0.01237873  0.02384144   0.05633134
#> Sigma[3,2] -2.49485277 0.40272637 -3.02999776  -2.01080254
#> Sigma[3,3]  2.01968271 0.39231645  1.66145019   2.68359092
#> 
#> $EST$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004643119 0.006411768 -0.001822101   0.01527479
#> Sigma[4,2] -0.268604923 0.235738915 -0.691924127  -0.06060509
#> Sigma[4,3]  0.552449486 0.205355605  0.372897143   0.92322048
#> Sigma[4,4]  0.417896273 0.084961440  0.332936467   0.54618128
#> 
#> 
#> $EST$A
#> $EST$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.982578037 0.02126238  0.95313816   1.01082429
#> lag1_var2  0.009906516 0.03602500 -0.03358730   0.05973178
#> lag1_var3  0.008551405 0.05971620 -0.06444332   0.08766500
#> lag1_var4 -0.013550952 0.05702166 -0.08726451   0.05269983
#> const      0.705731281 0.25017648  0.43353968   1.06046950
#> exo1      -0.053807333 0.05203003 -0.09879823   0.02587885
#> exo2      -0.008336794 0.03879115 -0.05805846   0.04911983
#> exo3       0.050690005 0.02944313  0.01154299   0.09020756
#> 
#> $EST$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.86671931  0.7900584  -2.0277149   0.08731514
#> lag1_var2  3.01543475  0.8593098   1.8386720   4.32226807
#> lag1_var3  3.86924313  1.5663352   1.9884195   6.29468268
#> lag1_var4 -3.67212916  1.5558930  -6.0253462  -1.93408049
#> const     11.36680606 13.6963070  -4.2691668  29.77668957
#> exo1       0.12533917  2.4753683  -3.8116876   2.41184584
#> exo2       1.35043124  1.4005486  -0.6792971   3.22176132
#> exo3      -0.06068685  1.6501818  -1.8887710   2.17304857
#> 
#> $EST$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.8360841 0.7040446    0.938386    2.8331975
#> lag1_var2  -3.4178135 1.0779001   -4.410057   -1.5756990
#> lag1_var3  -4.8803512 1.8532216   -6.606183   -1.6931442
#> lag1_var4   5.3775198 1.7473710    2.372873    6.8701537
#> const     -13.8763356 9.8360649  -29.081073   -3.6242519
#> exo1       -0.2702176 1.4701581   -1.813894    1.9525754
#> exo2       -1.5327776 1.0924780   -2.660801    0.1425037
#> exo3       -0.7310696 0.8685719   -2.069263    0.3424310
#> 
#> $EST$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.3848074 0.4710598   0.6468295    1.9360509
#> lag1_var2 -2.0786801 1.0156500  -3.2800154   -0.5694389
#> lag1_var3 -3.3336771 1.6897359  -5.3422154   -0.8021275
#> lag1_var4  3.9599775 1.5709393   1.6272706    5.7998045
#> const     -9.2756579 4.8896631 -16.5697005   -3.8185329
#> exo1      -0.2174363 0.5456928  -0.8684904    0.6093407
#> exo2      -0.7307675 0.6538170  -1.5092566    0.2741431
#> exo3      -0.8379795 0.6557217  -1.7736475   -0.1066543
#> 
#> 
#> 
#> $ETH
#> $ETH$Sigma
#> $ETH$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002046576 0.000454496 0.001541352  0.002803077
#> 
#> $ETH$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003144814 0.0006417003 -0.003925244 -0.002268067
#> Sigma[2,2]  0.022894623 0.0041527977  0.018401427  0.029118985
#> 
#> $ETH$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.003079402 0.001711174  0.00126362  0.005751200
#> Sigma[3,2] -0.012374029 0.003556651 -0.01713879 -0.007176581
#> Sigma[3,3]  0.026511098 0.006730649  0.01986864  0.037627937
#> 
#> $ETH$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.0005822235 0.001446345 -0.0009951635  0.002824995
#> Sigma[4,2] 0.0060827837 0.003532204  0.0025083679  0.012126650
#> Sigma[4,3] 0.0172394272 0.007039495  0.0108251013  0.030142226
#> Sigma[4,4] 0.0229145838 0.007687927  0.0155463558  0.036163021
#> 
#> 
#> $ETH$A
#> $ETH$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  1.010683e+00 0.01138304  0.99843667  1.027778677
#> lag1_var2 -1.881254e-01 0.08514727 -0.29910728 -0.072223280
#> lag1_var3 -2.085410e-01 0.12226103 -0.36311024 -0.057723391
#> lag1_var4  2.097013e-01 0.12324254  0.05822619  0.364820344
#> const     -2.179965e-01 0.25757574 -0.54293911  0.106000568
#> exo1      -2.886359e-05 0.03551951 -0.04317470  0.047929216
#> exo2      -4.949697e-02 0.03735534 -0.09586034  0.007114809
#> exo3       8.454026e-03 0.05234409 -0.06868475  0.074511921
#> 
#> $ETH$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.069669545 0.06544392 -0.02953653    0.1409602
#> lag1_var2  1.271744585 0.38549682  0.81768281    1.8655200
#> lag1_var3  0.613335752 0.51268429 -0.02741696    1.4039465
#> lag1_var4 -0.662544369 0.52478003 -1.46327246   -0.0160107
#> const      2.884732931 1.02762363  1.36880607    4.1899221
#> exo1       0.005737745 0.12488470 -0.14260803    0.1764373
#> exo2       1.002320861 0.19273354  0.74431049    1.2851897
#> exo3       0.001075875 0.14447263 -0.21009416    0.2011883
#> 
#> $ETH$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.23467689 0.0592717 -0.30283574  -0.14211597
#> lag1_var2 -0.24337673 0.2562954 -0.63074881   0.09315288
#> lag1_var3  0.21262073 0.3500141 -0.27673263   0.67348418
#> lag1_var4  0.85157248 0.3601794  0.38811961   1.36145022
#> const     -0.50383848 0.8491298 -1.50956415   0.73062767
#> exo1      -0.09614722 0.1351622 -0.27276744   0.09350507
#> exo2      -1.42292716 0.1862917 -1.69439431  -1.16165461
#> exo3       0.29555559 0.2040340 -0.01979032   0.56263221
#> 
#> $ETH$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.18071623 0.05143948  -0.2582153  -0.12059162
#> lag1_var2  0.43332954 0.20625900   0.1585978   0.70046427
#> lag1_var3  0.26872519 0.30113069  -0.1536532   0.65136817
#> lag1_var4  0.77191399 0.30099891   0.3834929   1.19316515
#> const      0.56263602 0.80951085  -0.3929979   1.80958898
#> exo1      -0.09664658 0.10610397  -0.2393547   0.03630581
#> exo2      -0.64444663 0.18354488  -0.8436361  -0.32842201
#> exo3       0.30542254 0.12175949   0.1125078   0.45162396
#> 
#> 
#> 
#> $FIN
#> $FIN$Sigma
#> $FIN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004734436 8.107676e-05 0.0003903415 0.0005893846
#> 
#> $FIN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01053844 0.004931179 -0.01735788   -0.0034352
#> Sigma[2,2]  1.15994257 0.186196742  0.97576394    1.4152339
#> 
#> $FIN$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.009336714 0.003270836  0.00426532   0.01324534
#> Sigma[3,2] -0.903860779 0.116002095 -1.06153250  -0.77079473
#> Sigma[3,3]  0.825723333 0.112580387  0.71674196   1.00564762
#> 
#> $FIN$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003252683 0.0009554568  0.002133802   0.00484151
#> Sigma[4,2] -0.217554498 0.0747603090 -0.337421821  -0.12922724
#> Sigma[4,3]  0.304302584 0.0805797287  0.227500373   0.44513820
#> Sigma[4,4]  0.190881997 0.0482842699  0.144015739   0.26688347
#> 
#> 
#> $FIN$A
#> $FIN$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  1.002340178 0.02118794  0.972113274   1.02831478
#> lag1_var2 -0.013661284 0.05449697 -0.080702977   0.06269236
#> lag1_var3 -0.032102609 0.09176340 -0.143911098   0.09725462
#> lag1_var4  0.021909348 0.08614606 -0.100857715   0.12720039
#> const      0.512901475 0.22359306  0.223459743   0.81993858
#> exo1       0.016112539 0.02057858 -0.014542637   0.03749925
#> exo2      -0.026321459 0.02571790 -0.054446024   0.01169045
#> exo3       0.009004604 0.01543396 -0.009484675   0.03091935
#> 
#> $FIN$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -2.8731179  0.9289796  -4.1150009    -1.631477
#> lag1_var2  3.6494586  2.7413959   0.2740068     8.149538
#> lag1_var3  4.8156923  4.6512923  -0.8962728    12.412667
#> lag1_var4 -3.7043065  4.4347230 -10.9767876     1.780311
#> const     10.4653576 11.5462597  -6.7730352    24.517775
#> exo1      -1.6237218  0.8685530  -2.7100085    -0.315508
#> exo2       1.2657505  0.7039828   0.5054002     2.241940
#> exo3       0.4253075  0.7400213  -0.4180664     1.660264
#> 
#> $FIN$A$equation3
#>                mean         sd 5% quantile 95% quantile
#> lag1_var1  2.213900  0.8819719   0.9702916    3.4613911
#> lag1_var2 -1.889167  2.5148895  -5.9976111    0.8068998
#> lag1_var3 -2.414319  4.2851332  -9.3990781    2.2208596
#> lag1_var4  2.488637  4.0537459  -1.8983443    9.1182826
#> const     -3.698420 10.4457899 -16.3657963   13.5955420
#> exo1       1.360597  0.6655771   0.3567187    2.1901915
#> exo2      -1.159160  0.6203239  -2.0302618   -0.3622302
#> exo3       0.467449  0.7231824  -0.6515029    1.4175171
#> 
#> $FIN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.44273291 0.4641339  -0.1818803   0.99451214
#> lag1_var2  0.05269956 1.2788774  -1.5490156   1.58538415
#> lag1_var3  0.06965551 2.1725943  -2.6820198   2.71110800
#> lag1_var4  0.70752760 2.0380782  -1.8113321   3.29028841
#> const      1.69940281 4.8157166  -3.6479022   9.29814151
#> exo1       0.40626906 0.2685372   0.1425777   0.82581350
#> exo2      -0.43748715 0.3312136  -0.9339887   0.01861549
#> exo3       0.79395257 0.3620746   0.3509326   1.32443975
#> 
#> 
#> 
#> $FJI
#> $FJI$Sigma
#> $FJI$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001364274 0.0004502234 0.0009838263  0.002131211
#> 
#> $FJI$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0006234352 0.001001032 -0.002135061 0.0004837934
#> Sigma[2,2]  0.0227601954 0.005393602  0.016189662 0.0304207503
#> 
#> $FJI$Sigma$equation3
#>                   mean         sd   5% quantile 95% quantile
#> Sigma[3,1] 0.007008187 0.00404462  0.0007745592   0.01129739
#> Sigma[3,2] 0.012515423 0.01032934 -0.0042809522   0.02359292
#> Sigma[3,3] 0.391125617 0.09956714  0.3049386522   0.55632597
#> 
#> $FJI$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.006972638 0.004167779 0.0002824352   0.01161542
#> Sigma[4,2] 0.026787666 0.013379277 0.0057378643   0.04229186
#> Sigma[4,3] 0.416669468 0.105457176 0.3297742308   0.59203391
#> Sigma[4,4] 0.451998436 0.111991930 0.3646812129   0.63715355
#> 
#> 
#> $FJI$A
#> $FJI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.995968219 0.02696792  0.95782686   1.03196504
#> lag1_var2  0.022431160 0.07833168 -0.07157366   0.13650303
#> lag1_var3 -0.004315145 0.12638875 -0.16885901   0.18306045
#> lag1_var4 -0.003683405 0.12236490 -0.18663315   0.15483871
#> const      0.479159113 0.36402770 -0.02144364   0.93552721
#> exo1      -0.011438450 0.03796311 -0.06468594   0.04072527
#> exo2      -0.224379444 0.05560933 -0.29586430  -0.14236549
#> exo3      -0.110737747 0.03326714 -0.15163273  -0.06201258
#> 
#> $FJI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.19522611 0.06486774 -0.26668814  -0.09825243
#> lag1_var2  1.01760911 0.20075300  0.73837918   1.24217726
#> lag1_var3  0.70079357 0.33868953  0.17352343   1.08691468
#> lag1_var4 -0.64816259 0.32093920 -1.01550751  -0.15042843
#> const      2.94471721 0.98426543  1.47584714   4.13917968
#> exo1      -0.05253959 0.15335209 -0.23013199   0.20343451
#> exo2       0.47137910 0.19112661  0.27832201   0.78298214
#> exo3       0.13401373 0.13377267 -0.04971284   0.29691621
#> 
#> $FJI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1276050 0.5752511 -0.90221595   0.64798005
#> lag1_var2  1.6437290 1.8352517 -1.02451423   3.86829184
#> lag1_var3  4.8491644 3.2993116 -0.07764703   8.67253854
#> lag1_var4 -3.8878123 3.1542338 -7.58525441   0.84659096
#> const      7.9084730 4.6164653  3.06349016  15.47414712
#> exo1       0.4257786 0.4436986 -0.17058903   1.05558513
#> exo2      -1.9268134 0.7395435 -2.98643782  -1.03075587
#> exo3      -0.5547023 0.6127887 -1.58946468   0.07699095
#> 
#> $FJI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2571985 0.6297388  -1.0873848    0.5935415
#> lag1_var2  2.0529897 1.9440574  -0.7009471    4.4283851
#> lag1_var3  5.0014792 3.5643369  -0.1616509    9.1595474
#> lag1_var4 -3.9863453 3.4083491  -8.0235965    0.9830949
#> const      8.7885771 5.1103613   3.5121965   16.9493741
#> exo1       0.4109653 0.5056460  -0.2500723    1.1474520
#> exo2      -1.7360095 0.7961748  -2.8710063   -0.7485434
#> exo3      -0.5047089 0.6610085  -1.5618883    0.2310448
#> 
#> 
#> 
#> $FRA
#> $FRA$Sigma
#> $FRA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001527818 3.360736e-05 0.0001096103 0.0001982268
#> 
#> $FRA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003822827 0.001338594 -0.005925145 -0.002329568
#> Sigma[2,2]  0.377271090 0.096286245  0.268415165  0.515112476
#> 
#> $FRA$Sigma$equation3
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001878297 0.0008361318  0.001017172  0.003217449
#> Sigma[3,2] -0.202955780 0.0634062940 -0.311955483 -0.141371329
#> Sigma[3,3]  0.162529381 0.0461589154  0.116680618  0.234503345
#> 
#> $FRA$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0002905952 0.0002706475 -0.0006326569 4.592662e-05
#> Sigma[4,2]  0.0083753807 0.0345990672 -0.0345067353 6.056365e-02
#> Sigma[4,3]  0.0541554083 0.0230250792  0.0281280587 8.931992e-02
#> Sigma[4,4]  0.0647800912 0.0156277956  0.0470352229 8.568197e-02
#> 
#> 
#> $FRA$A
#> $FRA$A$equation1
#>                  mean         sd 5% quantile  95% quantile
#> lag1_var1  0.99859306 0.01421106  0.97668162  1.0173036499
#> lag1_var2 -0.02741612 0.03267954 -0.06843995  0.0158927256
#> lag1_var3 -0.05523407 0.06015794 -0.12905506  0.0255240628
#> lag1_var4  0.04824094 0.05839041 -0.02938623  0.1223172082
#> const      0.41250567 0.10421980  0.23440996  0.5049079318
#> exo1      -0.01032234 0.01070298 -0.02811472 -0.0004085648
#> exo2      -0.08588411 0.01043428 -0.10164782 -0.0746562461
#> exo3       0.04609213 0.01652497  0.02384536  0.0689365514
#> 
#> $FRA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.64287556 0.5340057  -2.1916929   -0.7732148
#> lag1_var2  3.59736460 1.2933572   1.8519041    5.2669872
#> lag1_var3  5.06005200 2.3769732   1.9124249    8.0797627
#> lag1_var4 -4.41549953 2.3407826  -7.4513500   -1.4288361
#> const     12.82248995 6.0521937   3.9396580   19.9193664
#> exo1      -0.76910170 0.8278454  -1.7340362    0.4297094
#> exo2      -0.19477921 0.5262565  -0.8605238    0.5722669
#> exo3      -0.09010579 0.5035861  -0.6787117    0.6200863
#> 
#> $FRA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1490422 0.3821420   0.5853798    1.5944878
#> lag1_var2 -0.7390971 0.8667914  -2.2190673    0.1633650
#> lag1_var3 -0.4726218 1.5382237  -3.0843463    1.1335454
#> lag1_var4  0.9307276 1.4655701  -0.5728477    3.4433996
#> const     -3.1316960 4.0038417  -8.3278199    2.9622903
#> exo1       0.5028397 0.4568600  -0.1463410    1.0436003
#> exo2      -0.8347670 0.3985863  -1.3632725   -0.2525917
#> exo3       0.6802279 0.2881284   0.2246892    1.0550239
#> 
#> $FRA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.24871484 0.25696280 -0.12013868   0.58813217
#> lag1_var2  1.01655829 0.61684236  0.38899350   1.98272825
#> lag1_var3  1.90971621 1.07941253  0.81892282   3.56753265
#> lag1_var4 -1.07665032 1.02739979 -2.61762335   0.03334683
#> const      2.76066077 2.35350527 -0.08762765   6.37131419
#> exo1       0.07351745 0.09560637 -0.06908934   0.19659041
#> exo2      -1.03047281 0.24226477 -1.23779206  -0.60541658
#> exo3       0.67283231 0.27277299  0.36659211   1.12935976
#> 
#> 
#> 
#> $GAB
#> $GAB$Sigma
#> $GAB$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008718458 0.0002838472 0.0006042097  0.001375397
#> 
#> $GAB$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.003296347 0.002514906 -0.007477424 -0.0006305058
#> Sigma[2,2]  0.116168664 0.025368374  0.077291949  0.1411661817
#> 
#> $GAB$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001121748 0.002349829 -0.0007699507  0.005140467
#> Sigma[3,2] -0.109725220 0.027991888 -0.1396999625 -0.068643466
#> Sigma[3,3]  0.155424155 0.033563319  0.1124141669  0.200526701
#> 
#> $GAB$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0006440715 0.001687675 -0.002071808  0.002349128
#> Sigma[4,2] -0.0657465384 0.020459726 -0.088539592 -0.037179925
#> Sigma[4,3]  0.1270273321 0.026488527  0.098447565  0.165194953
#> Sigma[4,4]  0.1187264336 0.022661438  0.097612509  0.153253400
#> 
#> 
#> $GAB$A
#> $GAB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.93585159 0.03368108  0.90553223   0.99459189
#> lag1_var2  0.03871929 0.05275482 -0.04459835   0.10409415
#> lag1_var3  0.04478755 0.11337047 -0.12234413   0.19641657
#> lag1_var4 -0.03387312 0.10014594 -0.17165079   0.10681447
#> const      0.65667917 0.13458396  0.45870664   0.83056471
#> exo1      -0.03650511 0.03489961 -0.07388236   0.02157756
#> exo2      -0.04672595 0.03466452 -0.08039655   0.01180206
#> exo3      -0.02713657 0.02793994 -0.06445445   0.01326002
#> 
#> $GAB$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.22384690 0.4930507 -0.40114820    1.0156941
#> lag1_var2  0.88707983 0.5558789 -0.03130906    1.4879982
#> lag1_var3  0.02204697 1.1227852 -1.76468740    1.3391568
#> lag1_var4 -0.06416004 0.9796182 -1.25624621    1.4458514
#> const     -0.71184164 3.4401618 -4.67735301    3.0112244
#> exo1       0.53887983 0.3181391  0.16219914    0.9854930
#> exo2       0.75388777 0.2291448  0.38226234    1.0057844
#> exo3       0.04219278 0.4876788 -0.58359363    0.7931576
#> 
#> $GAB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2889615 0.4775284  -0.9239445   0.34833247
#> lag1_var2  0.7895779 0.5085456   0.1617598   1.54564900
#> lag1_var3  2.6144294 0.9277963   1.5604637   3.97109353
#> lag1_var4 -1.6157291 0.7763059  -2.7540797  -0.70126999
#> const      6.8206367 2.8879923   3.1349898  10.66357256
#> exo1      -0.2884153 0.2706634  -0.7006947   0.02022858
#> exo2      -2.5271591 0.2577557  -2.8134055  -2.13028437
#> exo3      -0.6325931 0.5354421  -1.4890802  -0.09550012
#> 
#> $GAB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.25104437 0.3540208  -0.6195810    0.3253207
#> lag1_var2  1.09517851 0.4207790   0.5353836    1.6308525
#> lag1_var3  2.40812603 0.7915700   1.3501445    3.4316282
#> lag1_var4 -1.38024556 0.6781837  -2.2210241   -0.4772269
#> const      6.13977316 1.9232687   3.7699394    8.7954522
#> exo1      -0.02616843 0.1701298  -0.2696859    0.2215059
#> exo2      -2.73668596 0.2457109  -2.9834497   -2.3940515
#> exo3      -0.80852557 0.4283352  -1.4451359   -0.3684730
#> 
#> 
#> 
#> $GBR
#> $GBR$Sigma
#> $GBR$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003262141 7.41877e-05 0.0002428057 0.0004260396
#> 
#> $GBR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00829518 0.002181274 -0.01098364  -0.00532812
#> Sigma[2,2]  0.44068595 0.111970453  0.28883512   0.60114726
#> 
#> $GBR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005279153 0.001408786  0.003335619  0.007264335
#> Sigma[3,2] -0.281852903 0.076110904 -0.390196295 -0.193085560
#> Sigma[3,3]  0.216374138 0.056774311  0.152140874  0.302427742
#> 
#> $GBR$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0001282829 0.0007778488 -0.0006788349  0.001381581
#> Sigma[4,2] -0.0082052093 0.0243372029 -0.0410138262  0.024898650
#> Sigma[4,3]  0.0434604679 0.0157967776  0.0234633479  0.066971184
#> Sigma[4,4]  0.0407004044 0.0059799975  0.0326603416  0.049533524
#> 
#> 
#> $GBR$A
#> $GBR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98755454 0.02374748  0.96062177   1.02229069
#> lag1_var2  0.03382628 0.05808710 -0.03578285   0.11916407
#> lag1_var3  0.05360554 0.09660045 -0.06129321   0.19469991
#> lag1_var4 -0.05862267 0.09094593 -0.19329808   0.05145885
#> const      0.68744781 0.25766048  0.39966737   1.10308869
#> exo1      -0.01480715 0.02331522 -0.04857504   0.01042627
#> exo2      -0.12611150 0.01813080 -0.15301435  -0.10606607
#> exo3       0.05500918 0.01487738  0.03414105   0.07327863
#> 
#> $GBR$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.9541930  0.8623914  -2.2569628  -0.02066769
#> lag1_var2  0.6215847  2.4150734  -2.1001845   4.13716752
#> lag1_var3 -0.4473242  4.0600971  -5.0829543   5.51846520
#> lag1_var4  0.9102839  3.8760283  -4.7024361   5.34575314
#> const     -1.1948529 11.1218696 -14.5921183  13.66529771
#> exo1       0.2059248  0.7585579  -0.8223017   1.30830817
#> exo2       0.8111586  0.8112860  -0.4147499   1.86677761
#> exo3       0.3417531  0.8142876  -1.0195581   1.10752465
#> 
#> $GBR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.97091341 0.5742372   0.2925545    1.8185345
#> lag1_var2  0.30979515 1.8070835  -2.2438878    2.4842192
#> lag1_var3  1.45880707 3.0254592  -2.8264503    5.0762298
#> lag1_var4 -0.95767603 2.9119972  -4.4019354    3.1614025
#> const      3.36230404 8.1909598  -7.8373359   12.5987040
#> exo1       0.03493095 0.4176596  -0.5493449    0.6273987
#> exo2      -0.86025216 0.5097404  -1.4940495   -0.1026836
#> exo3      -0.79731783 0.3472646  -1.2151134   -0.3464849
#> 
#> $GBR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4057618 0.2099224  0.09515722    0.6498895
#> lag1_var2  0.3702121 0.8240055 -0.72851756    1.5510838
#> lag1_var3  0.6600187 1.3475609 -1.12093427    2.6042580
#> lag1_var4  0.1376031 1.3286000 -1.74089605    1.9290900
#> const      1.2957452 2.6943866 -0.98844076    6.1554473
#> exo1       0.1664703 0.1671079 -0.08103259    0.3559135
#> exo2      -0.3656724 0.1166861 -0.56926545   -0.2438036
#> exo3      -0.6078883 0.2831923 -1.09794425   -0.3149851
#> 
#> 
#> 
#> $GEO
#> $GEO$Sigma
#> $GEO$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01234705 0.003400241 0.008420565   0.01757073
#> 
#> $GEO$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009547978 0.01861212 -0.03837886   0.01081931
#> Sigma[2,2]  1.826064140 0.36331050  1.30578276   2.29113817
#> 
#> $GEO$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.04313575 0.01867861 -0.06989877  -0.02055002
#> Sigma[3,2] -0.85600735 0.36595090 -1.31549833  -0.42683279
#> Sigma[3,3]  1.17568396 0.33825207  0.72610244   1.69577193
#> 
#> $GEO$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.05532979 0.02145595  -0.0783878  -0.02952433
#> Sigma[4,2]  0.40034445 0.19963340   0.1217656   0.67082320
#> Sigma[4,3]  0.69517350 0.22998461   0.4515826   1.02095264
#> Sigma[4,4]  1.09583056 0.23177579   0.7706165   1.41178130
#> 
#> 
#> $GEO$A
#> $GEO$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91677658 0.04014415  0.86526781   0.95922023
#> lag1_var2  0.16098464 0.06967373  0.07177569   0.25681887
#> lag1_var3  0.21131241 0.09901665  0.08167706   0.34658628
#> lag1_var4 -0.20025868 0.09029649 -0.32723142  -0.07885811
#> const      0.90967571 0.50645388  0.33382610   1.71067647
#> exo1       0.03571787 0.09257600 -0.11791111   0.13885727
#> exo2      -0.07271645 0.10749106 -0.21359650   0.06808875
#> exo3       0.07900744 0.11881264 -0.07058371   0.25357205
#> 
#> $GEO$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.8468256  0.5296604   -1.592658   -0.2254035
#> lag1_var2  2.3447223  0.6751421    1.621294    3.3035967
#> lag1_var3  2.2220924  0.9693621    1.102439    3.5999255
#> lag1_var4 -2.0624730  0.9388684   -3.422626   -0.9177263
#> const     10.6363900 10.3973644   -4.067175   21.8337484
#> exo1       3.6517277  1.5968919    1.608300    5.8337637
#> exo2       0.3683571  1.0510019   -1.279694    1.6679415
#> exo3       0.3539021  1.3162617   -1.648652    1.7381916
#> 
#> $GEO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2782782 0.3613982  -0.2482199    0.7220339
#> lag1_var2 -0.3895190 0.8453128  -1.3930490    0.8203225
#> lag1_var3  0.2529905 1.2365142  -1.2185848    2.0163347
#> lag1_var4  0.6616499 1.1295758  -0.8775303    2.0538673
#> const     -2.3688991 6.3302539  -9.4866957    7.4695987
#> exo1      -2.1073885 1.2030683  -3.7722485   -0.3646375
#> exo2       0.5304452 1.4655627  -1.5797732    2.4634404
#> exo3       0.3533783 0.9766642  -0.6495950    1.8135739
#> 
#> $GEO$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.33466476 0.5069087  -1.0811535    0.3095978
#> lag1_var2  0.78378085 0.9637979  -0.5458075    2.1369659
#> lag1_var3  1.14111782 1.3833984  -0.7532450    3.1209659
#> lag1_var4 -0.08165589 1.2753992  -1.9009083    1.7001811
#> const      3.17144752 3.2237257  -1.0957082    7.0387684
#> exo1       0.22538614 1.3200221  -1.3602609    2.0544743
#> exo2       0.89166729 1.2357253  -0.4734282    2.5932286
#> exo3       0.63637324 1.5146564  -1.3460980    2.7122172
#> 
#> 
#> 
#> $GHA
#> $GHA$Sigma
#> $GHA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004511356 6.360595e-05 0.0003669603 0.0005464294
#> 
#> $GHA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007906741 0.003143313  -0.0130628 -0.004675941
#> Sigma[2,2]  0.613618285 0.147325475   0.4600055  0.859885184
#> 
#> $GHA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004970009 0.002712443  0.001951651  0.009280679
#> Sigma[3,2] -0.462203374 0.116003844 -0.652827781 -0.343865931
#> Sigma[3,3]  0.370410128 0.092006895  0.275582386  0.515146979
#> 
#> $GHA$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0006918471 0.0006773226 -0.001564876 0.0002212253
#> Sigma[4,2] -0.0251462607 0.0186824687 -0.043643243 0.0021201586
#> Sigma[4,3]  0.0434427640 0.0155756519  0.022841120 0.0630734480
#> Sigma[4,4]  0.0285788160 0.0059110623  0.021893628 0.0374412301
#> 
#> 
#> $GHA$A
#> $GHA$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.97294091 0.008861086  0.961814224   0.98463101
#> lag1_var2  0.07435307 0.045165536  0.009053447   0.13090426
#> lag1_var3  0.10254203 0.063003925  0.011911596   0.18176124
#> lag1_var4 -0.10377872 0.061862924 -0.181763115  -0.01486246
#> const      0.79704926 0.173415275  0.531417030   1.03020944
#> exo1       0.02275977 0.014324288  0.004216678   0.04153753
#> exo2      -0.04059964 0.015710087 -0.053612050  -0.01356471
#> exo3      -0.01929152 0.024339091 -0.058508259   0.01160798
#> 
#> $GHA$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   0.71447588 0.3071097   0.2232586     1.070516
#> lag1_var2  -4.05868957 1.2492922  -5.2688560    -1.819435
#> lag1_var3  -6.60109849 1.7173680  -8.3086797    -3.554092
#> lag1_var4   6.58679744 1.6720897   3.6169637     8.237367
#> const     -14.95020060 5.4838436 -22.9078327    -8.176854
#> exo1        0.42509293 0.6515862  -0.5724248     1.278000
#> exo2       -0.06836447 0.7317713  -0.8953744     1.058202
#> exo3        0.39344306 0.9877897  -0.8717036     1.753703
#> 
#> $GHA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4004868 0.2903781  -0.7400516   0.03781846
#> lag1_var2  3.1079490 1.1429879   1.1476989   4.25797071
#> lag1_var3  5.0228097 1.5759054   2.3341292   6.62316767
#> lag1_var4 -4.0591411 1.5311727  -5.6154618  -1.44946369
#> const     11.1393212 4.6484065   5.2201225  17.70843766
#> exo1      -0.3802177 0.5645310  -1.0906808   0.43493966
#> exo2      -0.4742802 0.5444737  -1.2537013   0.20347581
#> exo3      -0.2533345 0.7816099  -1.3434750   0.74803968
#> 
#> $GHA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.13372901 0.1175562 -0.01523256    0.2892865
#> lag1_var2 -0.31630557 0.4627699 -0.95844251    0.2684422
#> lag1_var3 -0.42715605 0.6422658 -1.32065363    0.3703303
#> lag1_var4  1.40018963 0.6259113  0.62277050    2.2728260
#> const     -1.51813977 1.8232460 -4.32148017    0.7925267
#> exo1      -0.09333442 0.1862246 -0.39588300    0.1047788
#> exo2      -0.53169257 0.1283949 -0.68285893   -0.3409822
#> exo3       0.05365590 0.1375455 -0.14417792    0.2360713
#> 
#> 
#> 
#> $GIN
#> $GIN$Sigma
#> $GIN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004579616 0.0001105355 0.0003127078 0.0006131324
#> 
#> $GIN$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001188891 0.0005828767 -0.001804387 -0.0004986645
#> Sigma[2,2]  0.014030206 0.0033160699  0.009647231  0.0190013622
#> 
#> $GIN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.000785653 0.001242928 -0.001333442  0.002068404
#> Sigma[3,2] -0.023328228 0.006997445 -0.033316725 -0.014576595
#> Sigma[3,3]  0.116391816 0.025067435  0.092737410  0.157828595
#> 
#> $GIN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  7.473462e-05 0.001036687 -0.001718915  0.001130514
#> Sigma[4,2] -1.586336e-02 0.006436566 -0.025190006 -0.007592572
#> Sigma[4,3]  1.070104e-01 0.022969511  0.084822593  0.144035134
#> Sigma[4,4]  1.017538e-01 0.020919398  0.079335198  0.134463487
#> 
#> 
#> $GIN$A
#> $GIN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.977543520 0.01436285  0.95740472  0.995322183
#> lag1_var2  0.033030724 0.03990739 -0.01332888  0.090368499
#> lag1_var3  0.051133789 0.06952510 -0.03380623  0.163009456
#> lag1_var4 -0.052188575 0.06726636 -0.16071208  0.029949308
#> const      0.603126906 0.17830779  0.39761257  0.873991769
#> exo1       0.002273403 0.01064116 -0.01184124  0.016699417
#> exo2      -0.014030949 0.01662931 -0.03980112  0.005524575
#> exo3      -0.004715547 0.01976250 -0.02517993  0.024485079
#> 
#> $GIN$A$equation2
#>                   mean         sd   5% quantile 95% quantile
#> lag1_var1  0.222228240 0.11180435  0.0489911413    0.3539166
#> lag1_var2  0.106800147 0.37000918 -0.3219236603    0.6943035
#> lag1_var3 -0.802967520 0.62709297 -1.5829490207    0.1048834
#> lag1_var4  0.765102011 0.60756046 -0.1100950698    1.5220238
#> const     -0.746994602 1.34815412 -2.2240177236    1.1044355
#> exo1       0.005050958 0.08265254 -0.1107069632    0.1280921
#> exo2       0.917123909 0.10571291  0.7654593521    1.0592665
#> exo3       0.181895265 0.14876851 -0.0009128816    0.3745981
#> 
#> $GIN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8307520 0.3739221  -1.4316444   -0.4494789
#> lag1_var2  2.3955806 1.3198112   0.9635458    4.4367627
#> lag1_var3  4.6660720 2.0620483   2.1930842    7.7051430
#> lag1_var4 -3.5143119 1.9977724  -6.4539385   -1.1130909
#> const      8.3597660 4.3974492   3.0285967   15.2027303
#> exo1      -0.2238755 0.2748979  -0.6407312    0.1015426
#> exo2      -0.4224592 0.5175347  -1.0813637    0.1983783
#> exo3       0.2502171 0.4751405  -0.3714742    0.7222157
#> 
#> $GIN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.73727614 0.3293798  -1.2840952  -0.44591167
#> lag1_var2  2.25982419 1.1808927   1.1140259   4.16039957
#> lag1_var3  3.84442832 1.8351394   1.8829218   6.71810394
#> lag1_var4 -2.68487259 1.7772269  -5.4654370  -0.78423976
#> const      6.93919761 3.9052775   2.4083960  13.19731476
#> exo1      -0.22920689 0.2592483  -0.6175532   0.08707857
#> exo2       0.05638302 0.4930294  -0.5741319   0.64971371
#> exo3       0.35245031 0.4124890  -0.1787964   0.76884357
#> 
#> 
#> 
#> $GMB
#> $GMB$Sigma
#> $GMB$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009746008 0.0001211675 0.0008124448   0.00111324
#> 
#> $GMB$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002882332 0.001625208 -0.005177407 -0.0007511443
#> Sigma[2,2]  0.169086960 0.050842882  0.110950027  0.2225870496
#> 
#> $GMB$Sigma$equation3
#>                    mean         sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001710257 0.00103106  0.0003655214  0.003153823
#> Sigma[3,2] -0.119037098 0.03608711 -0.1583555564 -0.077753660
#> Sigma[3,3]  0.086142540 0.02567707  0.0563549283  0.114906303
#> 
#> $GMB$Sigma$equation4
#>                     mean           sd   5% quantile  95% quantile
#> Sigma[4,1]  4.284135e-06 0.0001725619 -0.0001508415  0.0002945647
#> Sigma[4,2] -1.908387e-02 0.0062933791 -0.0273778030 -0.0114583236
#> Sigma[4,3]  1.598212e-02 0.0045290191  0.0104019403  0.0219141057
#> Sigma[4,4]  4.994108e-03 0.0009243390  0.0038991196  0.0062064842
#> 
#> 
#> $GMB$A
#> $GMB$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.973617918 0.01798726  0.947200018   0.99588974
#> lag1_var2  0.015805984 0.05672342 -0.052933309   0.08609048
#> lag1_var3  0.042358904 0.10087893 -0.080079209   0.17001901
#> lag1_var4 -0.039833369 0.10023177 -0.168745546   0.07934391
#> const      0.511977281 0.19399658  0.199938565   0.67364467
#> exo1       0.035391070 0.02346843  0.003046545   0.06488989
#> exo2      -0.071290727 0.03143258 -0.116459548  -0.03671254
#> exo3      -0.007840147 0.04658989 -0.077838583   0.04802890
#> 
#> $GMB$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.3717280 0.7567209 -0.779941425    1.1847171
#> lag1_var2  1.7220035 0.5542401  0.912598337    2.4064826
#> lag1_var3  1.2955226 0.9120714  0.001160213    2.3933370
#> lag1_var4 -1.4953888 0.7499416 -2.264778106   -0.3527884
#> const      4.2321531 2.0856939  1.322955244    6.7704732
#> exo1      -0.1048164 0.3398101 -0.634678552    0.3066236
#> exo2       1.6803862 0.3404373  1.144772616    2.0404524
#> exo3       0.2231617 0.4843162 -0.314845014    0.9468356
#> 
#> $GMB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07507739 0.5521688  -0.6667930    0.7839908
#> lag1_var2 -0.67496838 0.3990755  -1.1872104   -0.1273697
#> lag1_var3 -0.17634168 0.6566181  -1.0034420    0.6968722
#> lag1_var4  1.23116385 0.5274162   0.4656328    1.7996287
#> const     -1.59867853 1.4230857  -3.3424124    0.1872364
#> exo1       0.05299579 0.2568558  -0.2640129    0.4488796
#> exo2      -1.66798029 0.2695697  -1.9306370   -1.2370394
#> exo3       0.04475336 0.3344643  -0.4403924    0.4593282
#> 
#> $GMB$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.164886105 0.12038615  0.01478856   0.34162122
#> lag1_var2 -0.053448526 0.09000341 -0.19012743   0.05285196
#> lag1_var3 -0.087410709 0.15175332 -0.31386828   0.09251041
#> lag1_var4  1.045338727 0.11816214  0.91007760   1.21475632
#> const     -0.803478757 0.41180359 -1.42969939  -0.26832046
#> exo1      -0.007343811 0.07761174 -0.08363743   0.11507814
#> exo2      -0.693915816 0.10357903 -0.80986118  -0.52425715
#> exo3       0.192913391 0.06636758  0.12924871   0.30332986
#> 
#> 
#> 
#> $GNB
#> $GNB$Sigma
#> $GNB$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004449176 0.001068761 0.003065627  0.006096129
#> 
#> $GNB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003835713 0.001432026 -0.005562780 -0.001805061
#> Sigma[2,2]  0.010798928 0.002621559  0.007630829  0.014295014
#> 
#> $GNB$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002165561 0.001284439  0.0008210114  0.004224922
#> Sigma[3,2] -0.007766512 0.002527896 -0.0113227400 -0.005120391
#> Sigma[3,3]  0.009427333 0.003044285  0.0061141918  0.014154299
#> 
#> $GNB$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -4.688935e-05 0.0006892684 -0.0007956274 0.0010959934
#> Sigma[4,2] -1.622609e-03 0.0012556124 -0.0031735187 0.0002301121
#> Sigma[4,3]  5.168715e-03 0.0019505023  0.0032053930 0.0084462591
#> Sigma[4,4]  4.427459e-03 0.0016029054  0.0030253235 0.0073347512
#> 
#> 
#> $GNB$A
#> $GNB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96908140 0.05105486  0.90422912   1.03594515
#> lag1_var2  0.27542812 0.21945429 -0.03622416   0.56463493
#> lag1_var3  0.34858366 0.33268534 -0.14825081   0.75225505
#> lag1_var4 -0.36918356 0.33239353 -0.77686647   0.12507228
#> const      1.57774552 0.78011891  0.41715702   2.53356285
#> exo1       0.02272101 0.03787552 -0.03480203   0.06304877
#> exo2      -0.02550066 0.05372690 -0.07865946   0.06672289
#> exo3       0.02319915 0.07050661 -0.06975233   0.12761703
#> 
#> $GNB$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.02242831 0.10461015  -0.2017744   0.07743205
#> lag1_var2  0.33661778 0.51994529  -0.3343519   1.07729906
#> lag1_var3 -0.13693564 0.84878218  -1.3655791   1.01059969
#> lag1_var4  0.17747218 0.85224312  -0.9709173   1.41919583
#> const      0.05130524 1.84600564  -2.5564472   2.50498929
#> exo1       0.03523957 0.10021487  -0.1379884   0.13959612
#> exo2       0.43755469 0.08389535   0.3222755   0.56335045
#> exo3       0.21880758 0.17821851  -0.0040383   0.47419317
#> 
#> $GNB$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02852998 0.07139549 -0.04685679   0.13938869
#> lag1_var2  0.38918657 0.43053863 -0.30338598   0.85635046
#> lag1_var3  1.02823329 0.78300157 -0.20693780   1.94242720
#> lag1_var4 -0.09619946 0.79009228 -1.02346464   1.14133540
#> const      2.02134995 1.71379342 -0.52134132   3.98971438
#> exo1      -0.08894771 0.11972401 -0.22472279   0.09588251
#> exo2      -0.76015351 0.08978801 -0.88518424  -0.65354231
#> exo3       0.23443191 0.11723728  0.06681113   0.41419706
#> 
#> $GNB$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.01928966 0.03851074 -0.04297850   0.05790201
#> lag1_var2  0.33422530 0.29233030  0.03523994   0.72504400
#> lag1_var3  0.50154045 0.53820903 -0.09095078   1.20623034
#> lag1_var4  0.47201117 0.54503159 -0.24036312   1.06982553
#> const      0.89807472 1.24152209 -0.83133276   2.28337904
#> exo1      -0.07135665 0.07329458 -0.15730435   0.01972104
#> exo2      -0.53525229 0.06805687 -0.61794874  -0.43591997
#> exo3       0.36932280 0.05545821  0.29383757   0.44313015
#> 
#> 
#> 
#> $GNQ
#> $GNQ$Sigma
#> $GNQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.02656159 0.005970565  0.01823848   0.03437662
#> 
#> $GNQ$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0009536803 0.001869186 -0.002942450  0.002112225
#> Sigma[2,2]  0.0072295034 0.001825543  0.005595311  0.010562449
#> 
#> $GNQ$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001499083 0.003899430 -0.008391248  0.002429152
#> Sigma[3,2] -0.009900120 0.003683002 -0.015752381 -0.005598076
#> Sigma[3,3]  0.046627940 0.010847162  0.036342685  0.063416630
#> 
#> $GNQ$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002055802 0.004247483 -0.008819024  0.002986920
#> Sigma[4,2] -0.006448483 0.003188219 -0.010812063 -0.002395227
#> Sigma[4,3]  0.044824499 0.010165283  0.035639824  0.061447599
#> Sigma[4,4]  0.044967421 0.010046544  0.036611706  0.062133748
#> 
#> 
#> $GNQ$A
#> $GNQ$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.929929894 0.02252429  0.89997769   0.95527389
#> lag1_var2 -0.280044469 0.17859811 -0.53590518  -0.07255325
#> lag1_var3 -0.693248124 0.46144746 -1.45905010  -0.25162583
#> lag1_var4  0.711600881 0.45855143  0.26997796   1.47713266
#> const     -0.263681480 1.01622266 -1.76271487   0.98689670
#> exo1       0.014381192 0.15681795 -0.15624940   0.24958953
#> exo2       0.003087207 0.15112544 -0.15433727   0.24510088
#> exo3       0.146816369 0.13435263 -0.05288399   0.28622027
#> 
#> $GNQ$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.02503690 0.01425258  0.006528196   0.04630290
#> lag1_var2  0.82081840 0.08851145  0.709059750   0.96410226
#> lag1_var3  0.29349890 0.16193095  0.098328105   0.54948592
#> lag1_var4 -0.27568099 0.16781086 -0.535174587  -0.06436529
#> const      1.25563904 0.87912439 -0.093804523   2.21746961
#> exo1      -0.09386455 0.04482851 -0.149509398  -0.03097675
#> exo2       0.67587000 0.10220836  0.562692915   0.81437221
#> exo3       0.30950432 0.07314812  0.216202932   0.40881911
#> 
#> $GNQ$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1977472 0.03996948 -0.26626809   -0.1574838
#> lag1_var2  1.8677462 0.41097454  1.38218168    2.4106920
#> lag1_var3  3.3605871 0.77918168  2.23599321    4.1636939
#> lag1_var4 -2.4879346 0.78095796 -3.27880329   -1.3560396
#> const      7.2158963 1.56694843  4.96145245    9.2698741
#> exo1       0.2189535 0.13975436  0.02823572    0.3939138
#> exo2      -2.8123978 0.19340296 -3.15026241   -2.6110984
#> exo3      -0.8736300 0.16880924 -1.16235731   -0.7159162
#> 
#> $GNQ$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2022372 0.04167046 -0.27171992   -0.1589595
#> lag1_var2  2.1636397 0.42948814  1.64196015    2.7216857
#> lag1_var3  3.1834811 0.80345113  2.07751419    4.0967363
#> lag1_var4 -2.2813888 0.80405571 -3.18359257   -1.1670376
#> const      7.0313550 1.53049622  4.59777773    8.8067114
#> exo1       0.1814892 0.15446873 -0.04087102    0.3692941
#> exo2      -2.6822361 0.18353626 -2.99356196   -2.5118499
#> exo3      -0.7826833 0.17225244 -1.04686821   -0.5923218
#> 
#> 
#> 
#> $GRC
#> $GRC$Sigma
#> $GRC$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00118718 0.0002552845 0.0009148629  0.001571174
#> 
#> $GRC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04918041 0.01034577 -0.06436062  -0.03685623
#> Sigma[2,2]  3.43129784 0.80549573  2.43284940   4.67304925
#> 
#> $GRC$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02895016 0.006373365  0.02173079   0.03924065
#> Sigma[3,2] -1.81045631 0.438033087 -2.49726529  -1.30417959
#> Sigma[3,3]  1.06885686 0.267203468  0.80271737   1.53460623
#> 
#> $GRC$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003798299 0.001960206  0.001300562  0.006679582
#> Sigma[4,2] -0.033191809 0.109113446 -0.197123086  0.108010249
#> Sigma[4,3]  0.145908564 0.083038470  0.057019384  0.277569431
#> Sigma[4,4]  0.145806351 0.042070158  0.086506244  0.204085567
#> 
#> 
#> $GRC$A
#> $GRC$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.92145813 0.03638174  0.87993725  0.976805504
#> lag1_var2  0.12695224 0.05823130  0.03967683  0.189148748
#> lag1_var3  0.24908189 0.11242741  0.08151502  0.367787298
#> lag1_var4 -0.22624497 0.09965276 -0.33128338 -0.078561713
#> const      0.89473551 0.26476879  0.49647839  1.182114387
#> exo1      -0.02335323 0.01911312 -0.05099065  0.002406861
#> exo2      -0.10131405 0.03526144 -0.13524139 -0.045425998
#> exo3       0.02048877 0.03275907 -0.01595257  0.066923131
#> 
#> $GRC$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   3.1883234  3.000299   0.07537562    7.5590037
#> lag1_var2  -6.7851006  4.431346 -13.19547893   -1.8942383
#> lag1_var3 -14.9902519  8.564465 -27.33787581   -5.6032460
#> lag1_var4  13.8339459  7.504729   5.44015286   24.5192175
#> const     -22.1971873 21.128385 -51.62465219    1.2446711
#> exo1       -0.9343010  1.197180  -2.58608402    0.6569429
#> exo2       -0.7654052  1.703701  -3.30162542    1.2453500
#> exo3        0.9355695  1.658906  -0.83799477    3.8263578
#> 
#> $GRC$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.4181315 1.3736824  -3.5082215   0.09705370
#> lag1_var2  4.5497189 2.1245527   1.9280452   7.48044601
#> lag1_var3  9.8109764 4.0877060   4.7919138  15.42706091
#> lag1_var4 -8.3836063 3.5956093 -13.1363802  -3.85209301
#> const     14.6701317 9.3191229   3.4797971  26.93907830
#> exo1       0.1975426 0.6081308  -0.6116832   1.06478197
#> exo2      -0.4252702 1.1202429  -1.6127115   1.45909033
#> exo3      -0.9428152 0.8588788  -2.4425006  -0.02762437
#> 
#> $GRC$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2319926 0.4316760  -0.2781801   0.84823394
#> lag1_var2  0.7994424 0.7124445  -0.1545956   1.77950383
#> lag1_var3  1.6008739 1.3871620  -0.2756839   3.48540278
#> lag1_var4 -0.7446235 1.2218968  -2.3919639   0.90637600
#> const      1.8333374 3.2811687  -3.0806867   5.22411617
#> exo1      -0.3384645 0.3520646  -0.9078975   0.07620664
#> exo2      -0.9568334 0.4326423  -1.3815083  -0.31609342
#> exo3      -0.5047625 0.2294712  -0.7822105  -0.13853065
#> 
#> 
#> 
#> $GTM
#> $GTM$Sigma
#> $GTM$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.000167168 5.026081e-05  0.00011385 0.0002535202
#> 
#> $GTM$Sigma$equation2
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.0009672962 0.0007415903 -0.002168466 -0.0001405065
#> Sigma[2,2]  0.0555752035 0.0119274400  0.039437993  0.0731378915
#> 
#> $GTM$Sigma$equation3
#>                     mean         sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0008308907 0.00320587 -0.004788978  0.003792316
#> Sigma[3,2] -0.0455674862 0.04295592 -0.101208205  0.003893776
#> Sigma[3,3]  1.0809550924 0.40950167  0.687070392  1.795983924
#> 
#> $GTM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001455318 0.003212142 -0.005775589  0.002830337
#> Sigma[4,2] -0.012247289 0.046734823 -0.071626326  0.036430420
#> Sigma[4,3]  1.083455529 0.409085155  0.707668497  1.804690657
#> Sigma[4,4]  1.106872171 0.406929045  0.749923122  1.827501602
#> 
#> 
#> $GTM$A
#> $GTM$A$equation1
#>                    mean          sd 5% quantile 95% quantile
#> lag1_var1  0.9882186177 0.006535708  0.98023847   0.99747951
#> lag1_var2 -0.0006642629 0.048906893 -0.05691850   0.07125112
#> lag1_var3 -0.0039477597 0.074724452 -0.09468382   0.10529615
#> lag1_var4  0.0011684754 0.075211682 -0.10940942   0.09117389
#> const      0.4922431662 0.170489911  0.29077717   0.74990310
#> exo1      -0.0038169665 0.006321353 -0.01237606   0.00466108
#> exo2      -0.0543204346 0.010107369 -0.06601664  -0.03792303
#> exo3       0.0281927794 0.018070547 -0.00208203   0.04607040
#> 
#> $GTM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05909393 0.1038966 -0.06941097  0.214620672
#> lag1_var2  0.24792077 0.7545240 -1.00853163  1.074209873
#> lag1_var3 -0.45937776 1.0556212 -2.14366344  0.692748546
#> lag1_var4  0.47020717 1.0584710 -0.68109556  2.169506173
#> const     -0.82515158 2.3701624 -4.27082920  2.343181804
#> exo1       0.07522358 0.1454092 -0.15476247  0.247656359
#> exo2       0.50056100 0.1214613  0.30090303  0.643839713
#> exo3      -0.42395731 0.2341503 -0.61862943 -0.002832963
#> 
#> $GTM$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  -1.0323756  0.5420799   -1.555537   -0.1546763
#> lag1_var2   8.3508591  3.7000078    3.375154   13.2833604
#> lag1_var3  12.6613817  5.5521906    4.718049   19.8819890
#> lag1_var4 -11.8387439  5.5462790  -19.123821   -3.9396461
#> const      33.1441507 12.2715489   17.948407   49.2225487
#> exo1       -0.6720276  0.9370961   -2.149537    0.4854317
#> exo2       -1.9284594  0.9162236   -3.157477   -0.6416803
#> exo3        0.4269973  1.5158288   -1.042224    2.8306805
#> 
#> $GTM$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  -1.0215129  0.5208105   -1.527175   -0.1665162
#> lag1_var2   8.4774201  3.7154233    3.334105   13.2678839
#> lag1_var3  12.2903972  5.5194717    4.109942   19.3040548
#> lag1_var4 -11.4490441  5.5204096  -18.543924   -3.3115876
#> const      32.4469280 11.9639156   18.081462   49.3511061
#> exo1       -0.6482473  0.9931306   -2.142837    0.6467867
#> exo2       -1.6772302  0.9343407   -2.902386   -0.3546099
#> exo3        0.1846670  1.5948873   -1.167468    2.7818532
#> 
#> 
#> 
#> $GUM
#> $GUM$Sigma
#> $GUM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002764081 5.633169e-05 0.0002258459 0.0003611014
#> 
#> $GUM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001367096 0.004573416 -0.005855568   0.00569356
#> Sigma[2,2]  2.633354672 0.436161582  1.988170915   3.19220208
#> 
#> $GUM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.000567203 0.004315415 -0.004719371  0.006904747
#> Sigma[3,2] -1.563115258 0.378193792 -2.148366060 -1.182309220
#> Sigma[3,3]  1.940319972 0.496721025  1.285320054  2.708611138
#> 
#> $GUM$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -3.574108e-05 0.003615374 -0.004320094  0.004675635
#> Sigma[4,2]  1.776873e-01 0.265071216 -0.162150651  0.571720387
#> Sigma[4,3]  1.003530e+00 0.337446425  0.520209774  1.464105855
#> Sigma[4,4]  1.230451e+00 0.288691438  0.879885079  1.630181658
#> 
#> 
#> $GUM$A
#> $GUM$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.965252917 0.01188580  0.950666846   0.98304591
#> lag1_var2  0.010409114 0.01878605 -0.018565981   0.02938160
#> lag1_var3  0.012519740 0.02714611 -0.030465004   0.03868132
#> lag1_var4 -0.009615288 0.02551642 -0.034147425   0.03049447
#> const      0.586917049 0.15399163  0.371420474   0.79469971
#> exo1       0.011242961 0.01326411 -0.007295966   0.02664421
#> exo2      -0.107302829 0.01589405 -0.129495677  -0.08426192
#> exo3       0.003822935 0.01433177 -0.015419488   0.02404055
#> 
#> $GUM$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3858794  0.9185629   -0.666989    1.7204736
#> lag1_var2 -0.7258588  1.5028437   -2.843715    1.2124857
#> lag1_var3 -2.2637875  2.2396596   -5.541972    0.5734638
#> lag1_var4  2.1910385  2.0970232   -0.489841    5.2140448
#> const     -1.7914753 13.1340740  -20.242352   14.4694830
#> exo1       0.6200777  1.9221416   -2.312518    3.1573777
#> exo2      -0.3477832  1.4090839   -2.329503    1.4711569
#> exo3      -1.0034103  1.1637719   -2.394807    0.7525507
#> 
#> $GUM$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.2278775  0.9264077  -1.5638315    0.8557288
#> lag1_var2  1.2067299  1.6392725  -0.9263110    3.6348998
#> lag1_var3  2.7482640  2.4560910  -0.5031258    6.3605829
#> lag1_var4 -1.7831817  2.3086514  -5.1568285    1.2731630
#> const      6.4751471 11.9700217  -7.5394677   25.1683117
#> exo1       0.3041035  1.4379019  -1.4322487    2.1869772
#> exo2      -0.7111874  1.5826292  -2.8959815    1.4823844
#> exo3       0.9149796  0.9560416  -0.7357952    1.8745423
#> 
#> $GUM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02981946 0.5312543  -0.6200942   0.66126266
#> lag1_var2  0.27828860 0.9706459  -1.0400368   1.56255546
#> lag1_var3  0.59524924 1.5075050  -1.4462255   2.59179722
#> lag1_var4  0.34365541 1.4142187  -1.5248093   2.28881824
#> const      3.88736725 7.4925579  -5.0547097  12.78297316
#> exo1       0.74516130 1.4332668  -1.3774107   2.60486318
#> exo2      -0.97818398 0.8533751  -2.1853215   0.05635257
#> exo3       0.27194015 0.7716618  -0.8654074   1.06823666
#> 
#> 
#> 
#> $GUY
#> $GUY$Sigma
#> $GUY$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004578106 0.001264248 0.002932491  0.006486212
#> 
#> $GUY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01805329 0.006014695 -0.02781781  -0.01039717
#> Sigma[2,2]  0.17474922 0.024116971  0.14005411   0.20453474
#> 
#> $GUY$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02651657 0.01220149   0.0112362   0.04482104
#> Sigma[3,2] -0.11409697 0.05773963  -0.1996198  -0.03627044
#> Sigma[3,3]  0.45132388 0.10657209   0.3152166   0.59217837
#> 
#> $GUY$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01948909 0.01137577  0.005972166   0.03570363
#> Sigma[4,2] -0.02330847 0.06107564 -0.114004536   0.05407466
#> Sigma[4,3]  0.45063529 0.09828980  0.326607723   0.58016930
#> Sigma[4,4]  0.50661567 0.09778872  0.373948010   0.63668454
#> 
#> 
#> $GUY$A
#> $GUY$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.90612771 0.04184327  0.86739172   0.97182577
#> lag1_var2  0.23527504 0.07989553  0.11649921   0.33389224
#> lag1_var3  0.42480840 0.14936726  0.21085361   0.62170772
#> lag1_var4 -0.41223974 0.13808515 -0.59587806  -0.21649154
#> const      1.44740164 0.59900358  0.49922631   2.19110164
#> exo1      -0.06646917 0.06216432 -0.13856740   0.01520324
#> exo2       0.06428790 0.08663056 -0.04324528   0.20158005
#> exo3      -0.12742812 0.07615693 -0.21956117  -0.02505698
#> 
#> $GUY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.0035432 0.2540665   0.6449410    1.3124866
#> lag1_var2 -1.1204399 0.4476914  -1.7108193   -0.5560251
#> lag1_var3 -3.6091796 0.8118849  -4.6662613   -2.5807367
#> lag1_var4  3.3574765 0.7553827   2.3705950    4.3263607
#> const     -6.7321102 4.3942606 -13.2640445   -1.0674021
#> exo1       0.1798210 0.3281248  -0.3384566    0.5350044
#> exo2       3.0701848 0.4289327   2.5567778    3.7642362
#> exo3       0.9159426 0.2673471   0.5644153    1.3000628
#> 
#> $GUY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.7842506 0.5567797 -1.46128467   0.03803819
#> lag1_var2  1.7373137 1.0887588  0.05440099   3.09634561
#> lag1_var3  4.6314755 2.1284494  1.50716543   7.45226071
#> lag1_var4 -3.4139636 1.9693201 -6.00904921  -0.51505849
#> const      8.4183226 5.7364973  1.99104714  15.90526070
#> exo1      -0.5826501 0.4501084 -1.12638275   0.09464222
#> exo2      -1.9656460 0.7724927 -3.06095161  -0.87830571
#> exo3      -0.5198950 0.9278090 -1.83790018   0.64990003
#> 
#> $GUY$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.31949645 0.6343043  -1.1730532    0.6085476
#> lag1_var2  0.93102713 1.2079215  -0.9106155    2.5542609
#> lag1_var3  2.39190286 2.3482426  -1.0025692    5.7461097
#> lag1_var4 -1.25142744 2.1585499  -4.3294151    1.8819020
#> const      3.85688907 5.5629694  -3.0580617   10.6548905
#> exo1      -0.55929755 0.5901927  -1.2935820    0.3221038
#> exo2      -0.52973381 0.7460378  -1.6126557    0.4626937
#> exo3      -0.08427686 0.9795313  -1.4694698    1.1509745
#> 
#> 
#> 
#> $HKG
#> $HKG$Sigma
#> $HKG$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008107435 0.0002111721 0.0005415923  0.001118621
#> 
#> $HKG$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01837177 0.00567112 -0.02713988  -0.01247938
#> Sigma[2,2]  0.77305241 0.22172362  0.52896751   1.10877877
#> 
#> $HKG$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01073641 0.003839183  0.00705194   0.01675398
#> Sigma[3,2] -0.40174743 0.138570725 -0.61427658  -0.27117672
#> Sigma[3,3]  0.41273727 0.117502166  0.27024946   0.57757214
#> 
#> $HKG$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0006160392 0.001723742 -0.00297369  0.001513413
#> Sigma[4,2]  0.0778509637 0.067017504 -0.01695640  0.162524683
#> Sigma[4,3]  0.1722318656 0.066389925  0.10383615  0.272406792
#> Sigma[4,4]  0.2296913297 0.067161942  0.16751342  0.334490105
#> 
#> 
#> $HKG$A
#> $HKG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97065235 0.01763869  0.94742132   0.99601779
#> lag1_var2  0.03121324 0.11225571 -0.14069825   0.15907991
#> lag1_var3  0.03802032 0.18183876 -0.24160519   0.24404346
#> lag1_var4 -0.03538010 0.18037605 -0.24037742   0.24263015
#> const      0.60103761 0.36315365  0.03617944   1.05864419
#> exo1       0.01259487 0.02811919 -0.03110007   0.04386168
#> exo2      -0.07372181 0.02836436 -0.11055498  -0.03310960
#> exo3       0.02913720 0.03305331 -0.01877376   0.06862882
#> 
#> $HKG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05876613 0.4218297  -0.4646720    0.6564995
#> lag1_var2 -1.58489581 2.7255138  -4.4257983    2.5533635
#> lag1_var3 -3.86806767 4.3719757  -8.4656768    2.7887134
#> lag1_var4  3.96615936 4.3645278  -2.6992943    8.6506284
#> const     -6.52071139 9.3894413 -17.9694358    6.9231933
#> exo1      -0.92263525 0.9505039  -2.1477342    0.2842113
#> exo2       2.42760761 0.6173595   1.4608839    3.1141298
#> exo3       0.18549404 0.9555683  -0.9939073    1.4542480
#> 
#> $HKG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03287323 0.3809928  -0.4437352     0.614481
#> lag1_var2  1.53711906 1.8836932  -1.5273969     3.482453
#> lag1_var3  3.38007436 3.0773428  -1.7036427     6.453554
#> lag1_var4 -2.51429933 3.0234390  -5.5362848     2.476729
#> const      6.80614173 6.1331198  -2.4411852    14.498896
#> exo1       0.46711346 0.8181355  -0.3334002     1.690453
#> exo2      -2.32299538 0.5755484  -3.1696406    -1.504805
#> exo3      -0.43576030 0.6170466  -1.1400766     0.474390
#> 
#> $HKG$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.06905619 0.2496073  -0.1707749    0.4368902
#> lag1_var2  0.30638144 1.2982134  -1.6641796    1.9716989
#> lag1_var3  0.59015165 2.1699393  -2.6849606    3.3893508
#> lag1_var4  0.35321556 2.1271048  -2.4270037    3.5531494
#> const      1.73800068 3.9685392  -3.7440112    6.9401835
#> exo1      -0.10654785 0.4091317  -0.5050697    0.5247458
#> exo2      -0.89914221 0.4220938  -1.6092426   -0.4362995
#> exo3      -0.34458109 0.3070602  -0.7907194   -0.0125100
#> 
#> 
#> 
#> $HND
#> $HND$Sigma
#> $HND$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003938561 0.0001085504 0.0002647355 0.0005536147
#> 
#> $HND$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002364465 0.001944459 -0.004318583 0.0007206333
#> Sigma[2,2]  0.538930871 0.194627072  0.365445805 0.8488805584
#> 
#> $HND$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.002631746 0.004997104 -0.01062773  0.002657487
#> Sigma[3,2] -0.089668603 0.115774258 -0.23768997  0.072697660
#> Sigma[3,3]  1.407748318 0.488748558  0.97795509  2.186176595
#> 
#> $HND$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.004204413 0.005646228 -0.01315479  0.001588242
#> Sigma[4,2]  0.259846836 0.185433314  0.02635706  0.488029155
#> Sigma[4,3]  1.412938716 0.536396344  0.92763825  2.230750159
#> Sigma[4,4]  1.648115340 0.584864521  1.11171727  2.568076641
#> 
#> 
#> $HND$A
#> $HND$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.962847356 0.006994857  0.95226372   0.97240243
#> lag1_var2  0.069682171 0.027886513  0.03780352   0.11062235
#> lag1_var3  0.098078636 0.044537162  0.04872536   0.16448204
#> lag1_var4 -0.096831289 0.043392355 -0.16058907  -0.04848936
#> const      0.793704439 0.156647732  0.56022487   1.02118885
#> exo1       0.004381023 0.012888820 -0.01535421   0.02062289
#> exo2      -0.108226274 0.020588524 -0.13561596  -0.08134135
#> exo3       0.013821722 0.024470883 -0.01343001   0.04858035
#> 
#> $HND$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.8504223 0.5401425   0.1263257  1.590954872
#> lag1_var2  -1.9183973 1.9730922  -5.1049272  0.465998436
#> lag1_var3  -3.9272870 3.0551150  -8.8549316 -0.219769940
#> lag1_var4   3.8047733 2.9852315   0.2070675  8.644356552
#> const     -10.1738923 7.5123219 -21.6026654 -0.302355593
#> exo1       -0.6883877 0.4469350  -1.2657251 -0.003269243
#> exo2        4.9674834 0.9962321   3.9613245  6.422996815
#> exo3        0.5038272 0.9994795  -0.5089909  1.976533442
#> 
#> $HND$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4152382 0.5483325   -1.240257     0.258803
#> lag1_var2  2.1816456 2.4962296   -1.690260     5.187188
#> lag1_var3  3.9250576 3.9236492   -2.263051     8.508735
#> lag1_var4 -2.9294637 3.8101623   -7.384815     3.126924
#> const      8.4199886 7.0610261   -1.075939    17.616750
#> exo1       0.5215661 0.7031437   -0.480675     1.470291
#> exo2      -7.1382044 1.3763806   -8.821431    -5.302863
#> exo3       0.3621682 1.3275299   -1.397548     2.338558
#> 
#> $HND$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.12873132 0.5616151  -0.6710158    0.7199376
#> lag1_var2  0.69882318 2.1823665  -1.8468807    4.0843578
#> lag1_var3  1.00838016 3.2794750  -3.1179275    5.9507093
#> lag1_var4 -0.07308921 3.1700939  -4.8204857    3.9824807
#> const      0.73429301 7.6516394 -10.2870126   11.0999306
#> exo1       0.09979932 0.8021862  -0.8483106    1.3364024
#> exo2      -4.35798841 1.3318841  -6.2599163   -2.6211675
#> exo3       0.74434037 1.9481213  -1.7751487    3.6800157
#> 
#> 
#> 
#> $HRV
#> $HRV$Sigma
#> $HRV$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001152087 0.0004478304 0.0007062291  0.001872163
#> 
#> $HRV$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02305923 0.01357629 -0.04637648 -0.009465503
#> Sigma[2,2]  1.96673106 0.44653692  1.50358994  2.667589248
#> 
#> $HRV$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01053758 0.006454392  0.00289599   0.01926663
#> Sigma[3,2] -1.07431654 0.364716215 -1.62841666  -0.68691519
#> Sigma[3,3]  1.08380716 0.341383181  0.81688781   1.70942439
#> 
#> $HRV$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001872338 0.004469037 -0.007927466  0.004069108
#> Sigma[4,2] -0.053892393 0.281603635 -0.526659196  0.242014732
#> Sigma[4,3]  0.592430988 0.213011288  0.429964856  0.979743365
#> Sigma[4,4]  0.639974874 0.128368915  0.477611129  0.817912643
#> 
#> 
#> $HRV$A
#> $HRV$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.941960615 0.02065539  0.90937049   0.96466030
#> lag1_var2  0.089958203 0.04552862  0.02195490   0.15674059
#> lag1_var3  0.175636555 0.09142078  0.04008258   0.30966579
#> lag1_var4 -0.166623307 0.08501876 -0.29063446  -0.03901683
#> const      0.999108737 0.26882540  0.64253986   1.36330295
#> exo1       0.001316473 0.02171526 -0.02263517   0.03505273
#> exo2      -0.125450593 0.02900260 -0.16493255  -0.08668848
#> exo3       0.085079711 0.04090908  0.02366506   0.13430853
#> 
#> $HRV$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.52885960  1.5661757  -2.8273515    1.7329066
#> lag1_var2  1.10408529  3.0745505  -3.5256914    5.3185637
#> lag1_var3  0.22583365  6.0544348  -8.8524253    8.6030940
#> lag1_var4 -0.03283007  5.5364631  -7.6381560    8.3119781
#> const      2.88287893 12.9136209 -15.7773774   21.1392251
#> exo1      -0.63517866  1.2697719  -2.7477847    0.7794284
#> exo2       1.49163273  1.4596756  -0.9588658    2.9493647
#> exo3       0.11300713  0.9968285  -1.3253171    1.1698008
#> 
#> $HRV$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.3468227  1.2800597   -1.397717    2.1950763
#> lag1_var2  0.4388999  2.4244035   -2.612619    4.1123745
#> lag1_var3  1.9114691  4.7759717   -4.104855    9.1289928
#> lag1_var4 -1.1023970  4.3697562   -7.729375    4.3537571
#> const      1.8916639 11.7593847  -15.679570   16.5136440
#> exo1       0.6114224  1.1129650   -1.196852    1.7740081
#> exo2      -1.0319076  1.0263879   -2.299106    0.4328686
#> exo3       0.3017553  0.8226979   -1.002150    1.3361045
#> 
#> $HRV$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.05945847 0.6884490  -0.9331886    0.8182320
#> lag1_var2  0.78217573 1.1913996  -0.7337814    2.4217541
#> lag1_var3  1.59859904 2.3588786  -1.3190431    4.8694601
#> lag1_var4 -0.65729245 2.1484225  -3.6208549    2.0205291
#> const      2.11310506 7.5206847  -7.5179255   13.2439881
#> exo1       0.31484858 0.8344832  -0.9140327    1.3456546
#> exo2      -0.28129865 0.7843615  -1.1109681    0.9970829
#> exo3       0.38433561 0.6502800  -0.5725217    1.1709738
#> 
#> 
#> 
#> $HTI
#> $HTI$Sigma
#> $HTI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001430215 0.0002472085 0.001113177  0.001760281
#> 
#> $HTI$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006978523 0.004144164 -0.01252721 -0.001498427
#> Sigma[2,2]  0.216259552 0.066033705  0.12755750  0.298621259
#> 
#> $HTI$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003511658 0.001935708  0.0008945486  0.006360828
#> Sigma[3,2] -0.119501950 0.036325529 -0.1619299902 -0.073808868
#> Sigma[3,3]  0.085321996 0.019468740  0.0637199725  0.110621343
#> 
#> $HTI$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001002381 0.001055817 -0.002439527 0.0006458042
#> Sigma[4,2]  0.018376887 0.010632966  0.003996213 0.0313088533
#> Sigma[4,3]  0.010788050 0.008114177  0.002008140 0.0227232195
#> Sigma[4,4]  0.024512349 0.004704691  0.018828437 0.0316458136
#> 
#> 
#> $HTI$A
#> $HTI$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98666158 0.03840097  0.92344646  1.032844139
#> lag1_var2  0.03409765 0.05168179 -0.03207906  0.108312154
#> lag1_var3  0.04695425 0.07957066 -0.05547380  0.162185055
#> lag1_var4 -0.05047002 0.06985777 -0.14798979  0.042498349
#> const      0.50557249 0.27505441  0.19492493  0.951292738
#> exo1      -0.01035442 0.04058630 -0.05948417  0.050310999
#> exo2      -0.05007455 0.04397040 -0.11150791  0.008695237
#> exo3      -0.04355458 0.02731959 -0.08284847 -0.006329156
#> 
#> $HTI$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4298527 0.4860399  -0.2903472    0.9960933
#> lag1_var2  2.0869600 0.6220817   1.3909596    3.0104560
#> lag1_var3  1.7015832 0.9563307   0.5929703    3.1065591
#> lag1_var4 -1.9439133 0.8212728  -3.1477335   -0.9991234
#> const      6.2172534 4.4863734  -0.3758837   11.6644400
#> exo1      -0.8389635 0.4515833  -1.3164740   -0.1721784
#> exo2       1.6094931 0.4649129   0.9524444    2.2853974
#> exo3      -0.2549562 0.3742542  -0.7633735    0.2716193
#> 
#> $HTI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3071105 0.2780535 -0.64349479   0.09742723
#> lag1_var2 -0.3242880 0.3025062 -0.78583551   0.02394260
#> lag1_var3  0.3708737 0.4568912 -0.33952512   0.89884791
#> lag1_var4  0.7327891 0.3915785  0.26657661   1.34200344
#> const     -0.7768422 2.7956201 -4.27829627   3.57850833
#> exo1       0.4780443 0.2185459  0.13807537   0.73063696
#> exo2      -1.5378438 0.2579964 -1.86289916  -1.23016800
#> exo3       0.3028771 0.2108572 -0.02477872   0.52790209
#> 
#> $HTI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03078267 0.1731078 -0.20590201    0.2601892
#> lag1_var2  0.59955016 0.2082144  0.22667938    0.7619915
#> lag1_var3  0.79931793 0.3155520  0.23578037    1.0470676
#> lag1_var4  0.17293300 0.2733386 -0.05105839    0.6496978
#> const      1.54774512 0.9733010 -0.08215632    2.6510199
#> exo1      -0.06245303 0.1842590 -0.32453758    0.1786521
#> exo2      -0.57512534 0.1728290 -0.80039363   -0.3177594
#> exo3       0.16261514 0.1139267 -0.01021845    0.3021942
#> 
#> 
#> 
#> $HUN
#> $HUN$Sigma
#> $HUN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006372437 0.0001002373 0.0004937866 0.0007537248
#> 
#> $HUN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01793979 0.004257088 -0.02469714  -0.01253999
#> Sigma[2,2]  1.11809955 0.336399654  0.78526647   1.67516047
#> 
#> $HUN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01395105 0.004684209  0.008060583   0.02153628
#> Sigma[3,2] -0.84030855 0.270497637 -1.274083740  -0.63117618
#> Sigma[3,3]  0.98621603 0.222750928  0.777886706   1.33095886
#> 
#> $HUN$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004857498 0.002977114  0.0006352347   0.00917102
#> Sigma[4,2] -0.280804048 0.116741588 -0.4538684004  -0.14640780
#> Sigma[4,3]  0.594125831 0.097754369  0.4762619885   0.75006392
#> Sigma[4,4]  0.485599378 0.055338837  0.4089976867   0.56469725
#> 
#> 
#> $HUN$A
#> $HUN$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.984136000 0.01238144  0.963819188  0.995666840
#> lag1_var2  0.001211745 0.02294510 -0.023532465  0.037402655
#> lag1_var3  0.015056940 0.04379790 -0.030398257  0.082566136
#> lag1_var4 -0.016108612 0.04065531 -0.077535505  0.026521706
#> const      0.531564810 0.18664371  0.316897111  0.816433914
#> exo1      -0.014469641 0.01545705 -0.034074249  0.007089078
#> exo2      -0.072173340 0.02967289 -0.116064824 -0.033843016
#> exo3       0.031132432 0.02910944 -0.004512539  0.069019119
#> 
#> $HUN$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.165416375 0.6493240  -0.4959772     1.233499
#> lag1_var2  0.016622034 1.3939136  -2.2461811     1.732896
#> lag1_var3 -1.882577348 2.6903345  -6.2308862     1.435631
#> lag1_var4  1.798802593 2.5233796  -1.3391563     5.860919
#> const      0.039980126 8.9088828 -11.9109841    10.214763
#> exo1       0.445331219 0.9562458  -0.6584533     1.863733
#> exo2       0.697182648 1.1732812  -0.8262471     2.321549
#> exo3       0.008630439 1.0386437  -1.2554357     1.420102
#> 
#> $HUN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3446775 0.6164669  -0.4481667    1.1570895
#> lag1_var2 -0.2557492 1.4373989  -2.0202827    1.7958444
#> lag1_var3  0.7815096 2.7582884  -2.7330421    4.7292150
#> lag1_var4  0.1601390 2.5995253  -3.5585907    3.5113249
#> const     -4.3560966 9.5053138 -17.3488693    6.0927045
#> exo1      -0.9930629 0.6994318  -2.1448697   -0.2780851
#> exo2      -0.8254872 1.2570304  -2.6552276    0.7033526
#> exo3       1.6736583 0.9800021   0.3837674    2.9703138
#> 
#> $HUN$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5096199 0.3961711   0.07468014    1.0733541
#> lag1_var2 -0.6602572 1.0352085  -1.94079947    0.8562627
#> lag1_var3 -0.9713729 2.0123634  -3.53605128    1.8980394
#> lag1_var4  1.8731349 1.9143283  -0.83595209    4.3293583
#> const     -6.4580758 6.3950608 -15.25889796    1.6872746
#> exo1      -0.8152814 0.4528442  -1.33701931   -0.1782418
#> exo2      -0.4275555 0.7500734  -1.49302445    0.3946358
#> exo3       1.7373172 0.6372484   0.89907274    2.4790327
#> 
#> 
#> 
#> $IDN
#> $IDN$Sigma
#> $IDN$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001269109 0.0002475379 0.0009317945  0.001594814
#> 
#> $IDN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004250405 0.002058262 -0.007362625 -0.001362333
#> Sigma[2,2]  0.250608914 0.066049570  0.184648442  0.358090505
#> 
#> $IDN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.001037148 0.002225465 -0.004326079   0.00162704
#> Sigma[3,2] -0.115490355 0.079742196 -0.240400786  -0.03182365
#> Sigma[3,3]  0.339485435 0.091909408  0.224184783   0.48080419
#> 
#> $IDN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.004144677 0.002162726 -0.007512133 -0.002032927
#> Sigma[4,2]  0.052424605 0.043818925 -0.014327437  0.097326867
#> Sigma[4,3]  0.279674260 0.060253583  0.200787419  0.367495449
#> Sigma[4,4]  0.333630269 0.065581416  0.263853239  0.428483843
#> 
#> 
#> $IDN$A
#> $IDN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00150699 0.01486303  0.97968854   1.01701566
#> lag1_var2 -0.02356401 0.05640308 -0.11053542   0.04451006
#> lag1_var3 -0.03461485 0.08595887 -0.17358522   0.05996357
#> lag1_var4  0.02770390 0.08656108 -0.06872771   0.16488335
#> const      0.46982966 0.27500086  0.01675813   0.74637288
#> exo1       0.00623934 0.02757243 -0.04010193   0.02949650
#> exo2      -0.07200980 0.03265158 -0.11339359  -0.02094139
#> exo3      -0.01420127 0.03425034 -0.06889797   0.02386010
#> 
#> $IDN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.62505289 0.1981740  -0.9409016   -0.3788147
#> lag1_var2  3.22925811 1.2765957   1.6418072    5.1307253
#> lag1_var3  3.57191140 1.9626307   1.1329219    6.4583506
#> lag1_var4 -3.47453460 1.9639433  -6.4081512   -1.0606564
#> const     11.15358146 3.3595555   8.3415136   17.0361464
#> exo1      -0.23191190 0.3301498  -0.6144859    0.2873649
#> exo2       0.81547930 0.5919125  -0.1082815    1.4860704
#> exo3       0.07056883 0.3992646  -0.4021175    0.7251139
#> 
#> $IDN$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.78698472 0.09374754  0.64969255    0.8989621
#> lag1_var2 -0.20120588 0.33129583 -0.62791283    0.2330805
#> lag1_var3  0.76842861 0.53792943  0.02891333    1.4032272
#> lag1_var4 -0.09850591 0.54214109 -0.75434926    0.6730680
#> const      0.97026524 3.26096217 -2.28361040    6.2400798
#> exo1       0.69981849 0.65531599 -0.22210143    1.5187337
#> exo2      -1.13662936 0.67732239 -2.04700521   -0.1246297
#> exo3      -1.48270634 0.61754555 -2.40223341   -0.8366557
#> 
#> $IDN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3804845 0.1725003   0.1406402    0.6134897
#> lag1_var2  1.6992618 0.9505534   0.4733730    2.8749795
#> lag1_var3  2.7880177 1.4639725   0.9341890    4.6373152
#> lag1_var4 -2.0415666 1.4599342  -3.8834836   -0.1437774
#> const      7.4073977 2.9704534   4.1642421   11.7849590
#> exo1       0.5915094 0.5441461  -0.1500823    1.2799096
#> exo2      -0.6167016 0.7433370  -1.7403389    0.2757207
#> exo3      -1.5002938 0.6840281  -2.5747932   -0.8318133
#> 
#> 
#> 
#> $IND
#> $IND$Sigma
#> $IND$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0002654434 7.775885e-05 0.000177481 0.0003796722
#> 
#> $IND$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0003257073 0.0008150109 -0.001042805  0.001097648
#> Sigma[2,2] 0.0773060787 0.0181281237  0.055338480  0.104745990
#> 
#> $IND$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.003154588 0.002139714  0.00112012  0.006918394
#> Sigma[3,2] -0.063451240 0.031354666 -0.10851258 -0.030744929
#> Sigma[3,3]  0.198213783 0.072728183  0.10377990  0.307725454
#> 
#> $IND$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003515692 0.002014064  0.001698149  0.007074345
#> Sigma[4,2] -0.025407591 0.026933762 -0.061657573  0.006811859
#> Sigma[4,3]  0.176908206 0.064795243  0.093596444  0.271246833
#> Sigma[4,4]  0.175138183 0.058180497  0.103147150  0.256119334
#> 
#> 
#> $IND$A
#> $IND$A$equation1
#>                  mean          sd  5% quantile  95% quantile
#> lag1_var1  0.99838192 0.005569291  0.990051482  1.0056256711
#> lag1_var2 -0.02380140 0.021173582 -0.055147118 -0.0007009373
#> lag1_var3 -0.05136325 0.034455376 -0.103224330 -0.0111904380
#> lag1_var4  0.04599099 0.033546048  0.007032917  0.0966509234
#> const      0.37066601 0.113083712  0.198183186  0.5124356812
#> exo1      -0.02951986 0.008511603 -0.042276208 -0.0185102285
#> exo2      -0.11534893 0.021539312 -0.148117036 -0.0881704579
#> exo3       0.02711168 0.018365340  0.002840003  0.0504039221
#> 
#> $IND$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.27608305 0.09484121  -0.3826153   -0.1373553
#> lag1_var2  1.23661908 0.35377506   0.7282908    1.6230929
#> lag1_var3  0.29893248 0.62528701  -0.6626538    0.9532997
#> lag1_var4 -0.20702496 0.59352594  -0.8280941    0.7042929
#> const      1.99356543 1.56658931  -0.1616930    4.1355372
#> exo1      -0.02491706 0.17267479  -0.2668739    0.1969164
#> exo2       1.81686846 0.22011736   1.4987625    2.0694335
#> exo3      -0.66997904 0.27460351  -1.0913867   -0.3118694
#> 
#> $IND$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5507865 0.0522149   0.4896688    0.6252811
#> lag1_var2 -2.1572109 0.2941721  -2.5766054   -1.7389288
#> lag1_var3 -1.5349288 0.5067005  -2.2789420   -0.8603495
#> lag1_var4  2.4688868 0.4786341   1.8228310    3.1688448
#> const     -5.6002416 2.6278510  -8.8625922   -1.7540807
#> exo1       0.4142022 0.5220619  -0.2849876    1.1440287
#> exo2      -2.3944247 0.5148805  -3.0785682   -1.6926834
#> exo3       1.3866521 0.3589402   0.9430352    1.9200030
#> 
#> $IND$A$equation4
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.4192506 0.05963162   0.3421316    0.5042129
#> lag1_var2 -1.9141065 0.23003941  -2.1735879   -1.5391233
#> lag1_var3 -2.0742566 0.40990427  -2.5763105   -1.5084695
#> lag1_var4  3.0882845 0.37762644   2.5396874    3.5582816
#> const     -6.2961752 3.13492271  -9.7942293   -1.1855105
#> exo1       0.4348363 0.51499851  -0.2471945    1.1831622
#> exo2      -1.5499304 0.56583093  -2.2779543   -0.7051182
#> exo3       1.1345593 0.35400788   0.6495251    1.5854352
#> 
#> 
#> 
#> $IRL
#> $IRL$Sigma
#> $IRL$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001934224 0.0005178692 0.001386097  0.002808877
#> 
#> $IRL$Sigma$equation2
#>                   mean        sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03088382 0.0111763 -0.05016928  -0.02134021
#> Sigma[2,2]  1.42496643 0.5195554  0.84912881   2.24087288
#> 
#> $IRL$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02651261 0.01123592  0.01359494   0.04439366
#> Sigma[3,2] -1.28482275 0.44173414 -1.94855489  -0.76417568
#> Sigma[3,3]  1.46096194 0.37400294  1.01336907   1.97045879
#> 
#> $IRL$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.008331476 0.005960859 -0.0004371913   0.01678833
#> Sigma[4,2] -0.435194848 0.144130243 -0.6212651993  -0.24634597
#> Sigma[4,3]  0.717583904 0.136171253  0.5602191681   0.90337670
#> Sigma[4,4]  0.485787113 0.076810901  0.3747575412   0.58873399
#> 
#> 
#> $IRL$A
#> $IRL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.03266287 0.01598425  1.01501570 1.0590965282
#> lag1_var2 -0.04199106 0.02544126 -0.07110677 0.0008234398
#> lag1_var3 -0.06268197 0.04304046 -0.10949360 0.0106651039
#> lag1_var4  0.04370639 0.04097331 -0.02708274 0.0847725597
#> const      0.41455180 0.26111910 -0.03206767 0.6918683757
#> exo1      -0.02070984 0.03806754 -0.07471005 0.0375661217
#> exo2      -0.01036987 0.04964624 -0.05913339 0.0753426266
#> exo3       0.02333191 0.05182050 -0.05847713 0.0908892233
#> 
#> $IRL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.9501785 0.3142445 -2.35406175   -1.5205267
#> lag1_var2  2.1834359 0.6116967  1.19708312    2.8502950
#> lag1_var3  1.8775788 1.0725070  0.20260000    3.1751788
#> lag1_var4 -1.1680938 1.0034746 -2.40034851    0.3972098
#> const      6.0930227 4.6905427  2.13263433   14.4156100
#> exo1      -0.6339505 1.0617165 -2.30261223    0.3680770
#> exo2       2.3775761 1.5929366  0.09739811    4.2540058
#> exo3       3.2805877 0.8538542  2.14029278    4.4371918
#> 
#> $IRL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.8099661 0.2078838   1.5802322    2.1193526
#> lag1_var2 -1.0194532 0.5154414  -1.6738460   -0.2833288
#> lag1_var3 -0.4472027 0.9380292  -1.7159257    0.8507621
#> lag1_var4  0.7634197 0.8973821  -0.5185653    1.9392280
#> const     -3.0636944 4.9882884  -9.9520652    3.7591026
#> exo1       0.1485702 1.4809015  -1.6559702    2.2826591
#> exo2      -3.7394462 1.8162963  -6.0181697   -1.3845504
#> exo3      -1.7252082 0.9851317  -3.0579922   -0.4502696
#> 
#> $IRL$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.656928313 0.2537946   0.2840142    0.9927356
#> lag1_var2 -0.123448274 0.2885261  -0.5356686    0.2600820
#> lag1_var3 -0.006198585 0.5046832  -0.7234391    0.6195429
#> lag1_var4  0.767599095 0.4523012   0.1593265    1.3967417
#> const     -0.983425950 3.7583136  -5.7143045    4.7787660
#> exo1      -0.205814285 1.1227480  -1.7440138    1.1147263
#> exo2      -2.370321345 0.9275576  -3.5867397   -1.2121321
#> exo3       0.326613290 0.7646189  -0.5649128    1.4500867
#> 
#> 
#> 
#> $IRN
#> $IRN$Sigma
#> $IRN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009182589 0.0001797122 0.0007268345  0.001185444
#> 
#> $IRN$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001478718 0.004647043 -0.004208133  0.007561692
#> Sigma[2,2] 0.604467216 0.092887535  0.472226763  0.723000312
#> 
#> $IRN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0009667551 0.003652758 -0.005392905  0.004650987
#> Sigma[3,2] -0.1793588287 0.098273696 -0.311062843 -0.046104103
#> Sigma[3,3]  0.3194199497 0.134541259  0.210546999  0.569133340
#> 
#> $IRN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0004333072 0.002458207 -0.003907038  0.003239983
#> Sigma[4,2]  0.0902595317 0.121255060 -0.072200516  0.261136142
#> Sigma[4,3]  0.2740938406 0.121740723  0.169838598  0.496770166
#> Sigma[4,4]  0.3539376178 0.112380483  0.235253995  0.528309250
#> 
#> 
#> $IRN$A
#> $IRN$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.00421292 0.02398207  0.974984565  1.038044380
#> lag1_var2 -0.05158043 0.04399952 -0.113532265 -0.001095592
#> lag1_var3 -0.11523405 0.10110910 -0.263298025  0.004224160
#> lag1_var4  0.10646640 0.09218591 -0.002408015  0.241918479
#> const      0.31311006 0.26878274 -0.038450865  0.683305310
#> exo1      -0.03024870 0.01151249 -0.048988051 -0.018528800
#> exo2      -0.01171407 0.03331308 -0.059842318  0.026262067
#> exo3       0.03675260 0.04529546 -0.009138662  0.110375966
#> 
#> $IRN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08692108 0.6072986  -0.8043430    0.8670839
#> lag1_var2  0.96549671 0.9252971  -0.3890641    2.0843902
#> lag1_var3  0.49832058 2.0805779  -2.5860012    2.8985988
#> lag1_var4 -0.52309834 1.8970259  -2.7044319    2.2781700
#> const      6.08793195 9.1032291  -6.9248716   15.0642027
#> exo1      -0.18649655 0.8047829  -1.1931890    0.9848358
#> exo2      -1.18450106 0.7195599  -2.2487083   -0.4542434
#> exo3      -0.70825059 1.2160492  -2.5012194    0.9885391
#> 
#> $IRN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5386249 0.2350761   0.2008515   0.87007915
#> lag1_var2 -0.7963838 0.6116670  -1.4660476   0.05265897
#> lag1_var3 -0.6905528 1.3474298  -2.0783255   1.20769169
#> lag1_var4  1.4093503 1.2445919  -0.3345781   2.69278073
#> const     -1.2946330 3.3620322  -5.5651103   3.48332682
#> exo1      -1.5039327 0.7161781  -2.4496808  -0.49280693
#> exo2      -2.0073338 0.5171323  -2.6552890  -1.34259221
#> exo3      -0.5208964 0.6544116  -1.5269037   0.27904401
#> 
#> $IRN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5404752 0.3226807  0.07441195    0.9169809
#> lag1_var2 -0.7179225 0.7061748 -1.53154530    0.4652940
#> lag1_var3 -1.2102383 1.6160466 -3.07160084    1.5065924
#> lag1_var4  1.9292477 1.4653495 -0.54810137    3.5860181
#> const      0.0631536 3.3150616 -5.38128323    2.8658748
#> exo1      -1.7655529 0.6156821 -2.47795585   -0.8582734
#> exo2      -2.7935609 0.5764234 -3.28324933   -1.8392833
#> exo3      -0.8958838 0.4236306 -1.38390536   -0.2496112
#> 
#> 
#> 
#> $IRQ
#> $IRQ$Sigma
#> $IRQ$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01560934 0.003574811  0.01126856   0.02127863
#> 
#> $IRQ$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01593866 0.01331527 -0.03533378  0.002784899
#> Sigma[2,2]  0.22658387 0.08399758  0.15228731  0.368886117
#> 
#> $IRQ$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01415928 0.007549112  0.002331602   0.02256908
#> Sigma[3,2] -0.11229210 0.054278589 -0.196406524  -0.05482897
#> Sigma[3,3]  0.14948443 0.029160632  0.109743888   0.18540910
#> 
#> $IRQ$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.008160192 0.004767138  4.895291e-05  0.012912705
#> Sigma[4,2] -0.021132733 0.027086598 -6.372469e-02  0.009722645
#> Sigma[4,3]  0.115405610 0.023330269  8.382212e-02  0.149864924
#> Sigma[4,4]  0.119574926 0.027960293  8.289881e-02  0.160074965
#> 
#> 
#> $IRQ$A
#> $IRQ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.90778343 0.03435946   0.8536849   0.94224268
#> lag1_var2  0.07292428 0.10886764  -0.0453781   0.24835538
#> lag1_var3  0.16201871 0.28717593  -0.1482051   0.62476394
#> lag1_var4 -0.13699220 0.28721475  -0.5945646   0.16873067
#> const      1.29377269 0.82712055   0.1927900   2.36521461
#> exo1       0.04697045 0.14578020  -0.1066634   0.27893866
#> exo2      -0.21156028 0.16751224  -0.4636478  -0.02937025
#> exo3      -0.01451129 0.12324023  -0.1760077   0.13847681
#> 
#> $IRQ$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3727217 0.1641886   0.1372596   0.57097111
#> lag1_var2 -0.1714993 0.3020747  -0.5355133   0.22100080
#> lag1_var3 -2.7713214 0.6662186  -3.5009413  -1.98228112
#> lag1_var4  2.7039960 0.6418308   1.9012287   3.38791640
#> const     -6.2742499 3.0850803 -10.0974453  -1.62910498
#> exo1      -0.5440136 0.4548927  -1.1966472  -0.02705573
#> exo2       1.2053109 0.6085324   0.5112681   2.10552445
#> exo3       0.6437615 0.3592194   0.2206110   1.18973179
#> 
#> $IRQ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1589498 0.1588635  -0.3809136   0.03435954
#> lag1_var2  1.1752740 0.3565217   0.7562962   1.71979525
#> lag1_var3  3.8115810 0.8125192   2.8703081   5.11304395
#> lag1_var4 -2.9064056 0.7556473  -4.1453373  -2.05759019
#> const      7.9234813 2.9724258   5.0055916  12.67250882
#> exo1       0.1015301 0.1853355  -0.2212275   0.30130360
#> exo2      -2.4054147 0.5043377  -3.1692613  -1.78880944
#> exo3      -0.8655092 0.3317271  -1.3109536  -0.43634684
#> 
#> $IRQ$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.004591891 0.1491452  -0.2488453   0.18334627
#> lag1_var2  0.951844704 0.3615169   0.6517350   1.52133518
#> lag1_var3  2.291631597 0.8422636   1.5643408   3.61779092
#> lag1_var4 -1.391537770 0.7856777  -2.6413058  -0.70862267
#> const      4.383632189 2.4683530   1.2660711   8.12108441
#> exo1      -0.138944830 0.1738681  -0.3905073   0.06163444
#> exo2      -2.243910674 0.3256536  -2.7157184  -1.78276986
#> exo3      -0.736242337 0.3222681  -1.1733184  -0.31279265
#> 
#> 
#> 
#> $ISL
#> $ISL$Sigma
#> $ISL$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001125982 0.0001947569 0.0007925675  0.001309141
#> 
#> $ISL$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02891333 0.007941278 -0.03920216  -0.01823004
#> Sigma[2,2]  1.01428754 0.320759095  0.65159039   1.48244383
#> 
#> $ISL$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02763259 0.009312193  0.01373983   0.03809347
#> Sigma[3,2] -1.07649569 0.354596270 -1.52607181  -0.60806418
#> Sigma[3,3]  1.65109361 0.426852223  0.97227089   2.15856799
#> 
#> $ISL$Sigma$equation4
#>                    mean        sd   5% quantile 95% quantile
#> Sigma[4,1]  0.006062395 0.0044467 -0.0006977029   0.01127677
#> Sigma[4,2] -0.324194716 0.1557893 -0.5379918417  -0.12162832
#> Sigma[4,3]  0.870769483 0.2270094  0.5355983890   1.11873917
#> Sigma[4,4]  0.649666404 0.1592461  0.4528267732   0.88782997
#> 
#> 
#> $ISL$A
#> $ISL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.001190212 0.01453799  0.98008235   1.01996419
#> lag1_var2 -0.058703396 0.08940507 -0.20919968   0.02421155
#> lag1_var3 -0.075390349 0.12186794 -0.27858686   0.04020895
#> lag1_var4  0.072157045 0.12130044 -0.04443941   0.27222655
#> const      0.254885802 0.31258357 -0.11326499   0.70624152
#> exo1      -0.022349677 0.02692777 -0.05250857   0.02209047
#> exo2      -0.101296057 0.02391438 -0.12413114  -0.06360456
#> exo3       0.009088905 0.04370738 -0.05328519   0.06828157
#> 
#> $ISL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1321141 0.4691458  -0.7947102    0.4613071
#> lag1_var2  1.3117117 2.2711635  -1.3953035    4.6539960
#> lag1_var3  0.8432657 3.0954368  -2.8119852    5.3634319
#> lag1_var4 -0.8509376 3.1009906  -5.4809095    2.7259161
#> const      5.0062461 9.3049503  -6.8328922   17.9380956
#> exo1       0.5604989 0.6856825  -0.4567105    1.3288923
#> exo2       1.6661908 0.8169510   0.6441920    2.7705390
#> exo3       0.9508208 1.2477432  -1.1009185    2.3276704
#> 
#> $ISL$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.1161041  0.6715402  -0.5691359     1.069291
#> lag1_var2  3.2831772  2.9961149  -1.7037465     6.674360
#> lag1_var3  5.1617420  4.0924198  -1.8216527     9.484307
#> lag1_var4 -4.3521212  4.1079590  -8.4025283     2.842150
#> const     11.2687383 14.0984853 -12.3891338    21.215423
#> exo1      -0.9488526  0.9312609  -2.3827519     0.159451
#> exo2      -3.1774104  1.0931620  -4.7079064    -1.611071
#> exo3      -1.3501098  1.7569099  -3.0136538     1.455264
#> 
#> $ISL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01240487 0.6398328  -0.5844404   1.05375246
#> lag1_var2  4.13327095 2.3389263   0.3206857   6.23377599
#> lag1_var3  5.61801760 3.1702686   0.4547058   8.37327625
#> lag1_var4 -4.80401793 3.1310331  -7.4569938   0.24272901
#> const     14.39553855 9.7918496  -0.4372645  24.52522316
#> exo1      -0.53142744 0.5412190  -1.4164537   0.03204245
#> exo2      -2.02907795 0.7915811  -3.1322849  -1.19582104
#> exo3      -0.70307296 0.9975909  -1.6011067   0.92968723
#> 
#> 
#> 
#> $ISR
#> $ISR$Sigma
#> $ISR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004683313 0.0001423814 0.0003369624 0.0006987651
#> 
#> $ISR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01203836 0.006062473 -0.02263462 -0.007087446
#> Sigma[2,2]  0.76889967 0.231217205  0.53781953  1.117151219
#> 
#> $ISR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01065594 0.005775717  0.006500534   0.02122314
#> Sigma[3,2] -0.71962670 0.214291168 -1.054644825  -0.49611404
#> Sigma[3,3]  0.86600877 0.194260921  0.642700841   1.17145353
#> 
#> $ISR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003590418 0.002679685  0.0007310235  0.008219502
#> Sigma[4,2] -0.271175176 0.094697671 -0.4100668572 -0.164589125
#> Sigma[4,3]  0.462709909 0.089126596  0.3515474467  0.596207734
#> Sigma[4,4]  0.322927625 0.049329229  0.2565646687  0.396743603
#> 
#> 
#> $ISR$A
#> $ISR$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.970899821 0.02114155  0.94145390   1.00052164
#> lag1_var2  0.007659992 0.04119048 -0.04624265   0.06631020
#> lag1_var3  0.012975734 0.06975320 -0.07742424   0.11163969
#> lag1_var4 -0.009364668 0.06575173 -0.09949147   0.07630092
#> const      0.577694164 0.24724034  0.26681308   0.92408599
#> exo1      -0.005917703 0.02418108 -0.03819719   0.02903226
#> exo2      -0.054135393 0.01999728 -0.08442476  -0.03113384
#> exo3       0.061825729 0.01815069  0.03733100   0.08678250
#> 
#> $ISR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.31219228  0.8306579 -0.94778760    1.2398541
#> lag1_var2  2.09557205  1.6787746  0.04153839    4.5727293
#> lag1_var3  2.13174122  2.8535867 -1.37769597    6.3354665
#> lag1_var4 -2.40718245  2.6553864 -6.32111474    0.8772522
#> const     10.76582566 10.0419976 -1.65037379   25.6489900
#> exo1      -1.30694748  0.5223153 -2.22403561   -0.7599741
#> exo2       0.67790617  0.8727444 -0.14242007    2.0158071
#> exo3      -0.04787628  0.9551709 -1.36665885    1.0307776
#> 
#> $ISR$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.3651715 0.8362586  -0.75507746    1.5717218
#> lag1_var2 -1.0380641 1.6899825  -3.28280560    1.4479296
#> lag1_var3 -0.8856810 2.8794981  -4.70376770    3.3736192
#> lag1_var4  1.8373232 2.7007758  -2.14735059    5.4188774
#> const     -7.2131374 9.6270893 -20.01403012    3.8879657
#> exo1       0.9635387 0.7842463  -0.09447197    1.9211689
#> exo2      -2.0555804 0.9355934  -3.64016326   -1.1653252
#> exo3      -0.5383745 0.9174406  -1.66530799    0.6983567
#> 
#> $ISR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5896654 0.4842038  -0.1613846   1.17776322
#> lag1_var2 -0.1702255 0.9342451  -1.3963374   1.21171745
#> lag1_var3 -0.2745006 1.6062090  -2.3724105   2.11492789
#> lag1_var4  1.0716714 1.5325757  -1.1378470   3.13627622
#> const     -2.4280454 5.6530289 -10.4657130   4.66078284
#> exo1       0.1715994 0.6164275  -0.6951653   0.95032831
#> exo2      -1.6886151 0.5064466  -2.5165400  -1.15696286
#> exo3      -0.5611943 0.4285034  -1.1321058   0.01667759
#> 
#> 
#> 
#> $ITA
#> $ITA$Sigma
#> $ITA$Sigma$equation1
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002995604 8.74764e-05 0.0002222029 0.0004513638
#> 
#> $ITA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009078358 0.003219257 -0.01391087 -0.005698905
#> Sigma[2,2]  0.606067580 0.181904457  0.38060463  0.853337410
#> 
#> $ITA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004951756 0.001996051  0.003003886  0.007761161
#> Sigma[3,2] -0.351683036 0.127201873 -0.545583621 -0.220039065
#> Sigma[3,3]  0.359882409 0.110381803  0.257517861  0.534332636
#> 
#> $ITA$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0005178758 0.0009962155 -0.0005118287  0.002252122
#> Sigma[4,2] -0.0605989243 0.0666010498 -0.1738711625 -0.001694705
#> Sigma[4,3]  0.2076502606 0.0635440745  0.1505744271  0.308130935
#> Sigma[4,4]  0.1973757006 0.0367811314  0.1598101326  0.259514077
#> 
#> 
#> $ITA$A
#> $ITA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.981232454 0.01549369  0.96663586   1.00582537
#> lag1_var2  0.010701352 0.02663985 -0.02814920   0.04477623
#> lag1_var3  0.015649785 0.05640415 -0.06555687   0.08722437
#> lag1_var4 -0.017736972 0.05146881 -0.08320743   0.05320813
#> const      0.607925342 0.16736524  0.40823315   0.87777857
#> exo1      -0.002459703 0.01939129 -0.02982641   0.01884248
#> exo2      -0.087968679 0.01986534 -0.11703626  -0.06618845
#> exo3       0.068787441 0.02122364  0.03508242   0.09630400
#> 
#> $ITA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1964326 0.7315888  -1.2497665    0.6987568
#> lag1_var2  2.4059188 1.3098700   0.6631832    4.1070623
#> lag1_var3  3.1154522 2.7012944  -0.5778447    6.6006526
#> lag1_var4 -3.0722681 2.4349009  -6.2636096    0.2298893
#> const      4.5125323 8.3394694  -7.6775371   14.2981793
#> exo1      -0.1345704 0.7571781  -0.9702888    0.9197315
#> exo2      -0.5209784 0.7381075  -1.5138520    0.5545173
#> exo3       0.1976332 0.9949576  -1.0186511    1.7715413
#> 
#> $ITA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.29512276 0.6312440   0.4110584   2.20798598
#> lag1_var2 -2.29775029 1.1765972  -4.0384905  -0.87902926
#> lag1_var3 -3.88059807 2.4443392  -7.4651560  -0.92501171
#> lag1_var4  4.26242141 2.2301099   1.4903257   7.51806372
#> const     -7.23007767 7.6365127 -16.9144482   4.09351453
#> exo1       0.46271824 0.4248556  -0.1470754   1.07243973
#> exo2      -0.71340117 0.5325974  -1.4852095  -0.02069301
#> exo3      -0.02277567 0.6556111  -0.9440833   0.83330476
#> 
#> $ITA$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  1.30728802 0.3857454   0.77826157    1.8224127
#> lag1_var2 -1.57331358 0.7421675  -2.62761774   -0.6283850
#> lag1_var3 -3.28788981 1.5538379  -5.47953875   -1.2687773
#> lag1_var4  3.67094245 1.4098963   1.83032018    5.6350983
#> const     -7.14441080 4.5200171 -12.19979457   -0.4952976
#> exo1       0.43746638 0.4789146  -0.07131254    1.2423529
#> exo2      -1.07240554 0.4576280  -1.57627079   -0.4303693
#> exo3       0.08070519 0.4009342  -0.50910891    0.5362032
#> 
#> 
#> 
#> $JAM
#> $JAM$Sigma
#> $JAM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004719195 0.0001965005 0.0002822063 0.0007873098
#> 
#> $JAM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004176846 0.002210723 -0.007877771 -0.002160395
#> Sigma[2,2]  0.262043883 0.047469796  0.214026020  0.334925681
#> 
#> $JAM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.007273551 0.002789192  0.004666064   0.01203055
#> Sigma[3,2] -0.248226416 0.055976002 -0.320298661  -0.17420616
#> Sigma[3,3]  0.666389369 0.117372266  0.498683011   0.78240333
#> 
#> $JAM$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004805294 0.00188966  0.002352153  0.007307503
#> Sigma[4,2] -0.084232187 0.04706627 -0.131419363 -0.018638560
#> Sigma[4,3]  0.543703874 0.10777703  0.407512707  0.661155271
#> Sigma[4,4]  0.526511793 0.10609629  0.402099173  0.663940402
#> 
#> 
#> $JAM$A
#> $JAM$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.95357185 0.01839742  0.9304655916  0.981328484
#> lag1_var2  0.06155048 0.04193316 -0.0002228045  0.119592814
#> lag1_var3  0.09760596 0.06237512  0.0030937406  0.183473412
#> lag1_var4 -0.09011882 0.05822401 -0.1706272030 -0.001478209
#> const      0.62018146 0.16779290  0.3556740008  0.831832312
#> exo1      -0.01335193 0.02383415 -0.0410205533  0.020377898
#> exo2      -0.11961760 0.02878866 -0.1716862430 -0.098295025
#> exo3       0.03603196 0.02703585  0.0024554150  0.072494612
#> 
#> $JAM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4074334 0.6324072 -1.23249125    0.4509895
#> lag1_var2  2.0675721 1.4862079 -0.02170062    3.9571426
#> lag1_var3  1.9090966 2.2934078 -1.41390885    4.7015441
#> lag1_var4 -1.8429136 2.1429462 -4.42617344    1.2703358
#> const      6.3562589 5.6031009 -1.90101944   12.3007187
#> exo1      -0.1927953 0.5401912 -0.83338387    0.5307746
#> exo2       1.1735021 0.5800135  0.50383669    2.0473935
#> exo3      -1.2263205 0.5412878 -1.68796028   -0.2512797
#> 
#> $JAM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6858967 0.8525256  -1.7382189    0.4421454
#> lag1_var2  1.8819827 2.0763205  -0.8016053    4.7342055
#> lag1_var3  3.1897137 3.2812138  -0.8669997    7.6480603
#> lag1_var4 -2.0377743 3.0763497  -6.1928282    1.7857223
#> const      2.7793302 8.1122286  -8.6876469   12.7901506
#> exo1       0.4613808 0.8448962  -0.4811991    1.7988465
#> exo2      -1.6185255 1.0596415  -3.1264854   -0.2889738
#> exo3       2.8933835 0.5942719   1.9422914    3.5614432
#> 
#> $JAM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.0226932 0.6025801  -1.7333343   -0.1858218
#> lag1_var2  3.0136823 1.4702806   0.9302550    5.0069397
#> lag1_var3  4.0627385 2.3666503   0.6733082    7.2210310
#> lag1_var4 -2.8259492 2.2330690  -5.7780060    0.3969960
#> const      5.6616661 6.4834274  -3.9369243   13.2361407
#> exo1       0.3708822 0.6658710  -0.3907080    1.3735320
#> exo2      -0.8796581 0.9102278  -2.0665717    0.3225871
#> exo3       2.2266355 0.5284582   1.2954195    2.7285161
#> 
#> 
#> 
#> $JOR
#> $JOR$Sigma
#> $JOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005255918 8.125834e-05 0.0004159767 0.0006499757
#> 
#> $JOR$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0008911913 0.003384918 -0.004527325  0.004593109
#> Sigma[2,2]  0.9762933769 0.324580823  0.609192047  1.445586798
#> 
#> $JOR$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0009862722 0.003187891 -0.001686269  0.006261777
#> Sigma[3,2] -0.2320052894 0.123080740 -0.355379855 -0.040994807
#> Sigma[3,3]  0.3939353545 0.105394890  0.294218555  0.576239543
#> 
#> $JOR$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0006912667 0.003671437 -0.003170123  0.006591589
#> Sigma[4,2] 0.1765425767 0.127277831  0.009177708  0.334630355
#> Sigma[4,3] 0.3502158616 0.160521827  0.202259566  0.642098618
#> Sigma[4,4] 0.4863588771 0.227797521  0.291063845  0.894680463
#> 
#> 
#> $JOR$A
#> $JOR$A$equation1
#>                  mean         sd  5% quantile  95% quantile
#> lag1_var1  0.96569864 0.01149080  0.947897496  0.9781809686
#> lag1_var2  0.03393153 0.02239134  0.010969082  0.0670830816
#> lag1_var3  0.08014241 0.05622524  0.022980419  0.1644832736
#> lag1_var4 -0.07860051 0.05102644 -0.154892945 -0.0245025003
#> const      0.76321601 0.13542518  0.554959798  0.9206788203
#> exo1       0.03277985 0.01905880  0.005523268  0.0578905552
#> exo2      -0.03596940 0.02654661 -0.065131077  0.0006412541
#> exo3       0.01700768 0.02539808 -0.012742741  0.0512673987
#> 
#> $JOR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8133269 0.3895090   0.2597557    1.2874700
#> lag1_var2 -0.0929496 0.7565963  -0.9742568    0.9542439
#> lag1_var3 -2.3066063 1.9320348  -4.4345625    0.4410239
#> lag1_var4  2.0043863 1.8135974  -0.4935303    4.0577844
#> const     -4.9886610 6.5719703 -15.2504562    1.8249009
#> exo1      -0.8885426 1.0313999  -2.0977906    0.6246513
#> exo2       2.1436449 0.8316981   0.9788244    3.2477170
#> exo3       1.2762955 0.7653159   0.2905070    2.2933477
#> 
#> $JOR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2135018 0.1912944  -0.5105811   0.01373562
#> lag1_var2  0.7606701 0.1365261   0.5645092   0.93577467
#> lag1_var3  2.6304774 0.3169488   2.1822564   3.07178316
#> lag1_var4 -1.7102050 0.3166433  -2.1065597  -1.23056411
#> const      6.4331607 4.5273589  -0.1134343  10.93782476
#> exo1       0.3233496 0.5745480  -0.4318605   1.13313847
#> exo2      -0.6578199 0.8151258  -1.7960563   0.47297430
#> exo3      -1.2717264 0.4689566  -2.0014915  -0.74995396
#> 
#> $JOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.12577364 0.2754491  -0.1618783    0.4907236
#> lag1_var2  0.53149307 0.3806143   0.1459054    1.1170280
#> lag1_var3  1.21701499 1.0302879   0.1247670    2.7350164
#> lag1_var4 -0.40190666 0.9354761  -1.7420897    0.6955475
#> const      3.35501244 4.7581657  -3.1177253    9.4196863
#> exo1      -0.03103097 0.5136756  -0.5184643    0.7711946
#> exo2       0.25060855 0.9467895  -1.0626249    1.6885800
#> exo3      -0.95429593 0.4380518  -1.5966359   -0.4211937
#> 
#> 
#> 
#> $JPN
#> $JPN$Sigma
#> $JPN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003074416 6.765243e-05 0.0002217541 0.0004000283
#> 
#> $JPN$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003349328 0.001209707 -0.005495819  -0.00235097
#> Sigma[2,2]  0.100668456 0.028690526  0.066152434   0.14674608
#> 
#> $JPN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002983137 0.001450704  0.001897185   0.00562872
#> Sigma[3,2] -0.098290547 0.032904547 -0.149734008  -0.06340130
#> Sigma[3,3]  0.121838988 0.039883170  0.077346835   0.18244898
#> 
#> $JPN$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0009873621 0.0008089432  0.0004010776  0.002445342
#> Sigma[4,2] -0.0383363968 0.0174629629 -0.0647690975 -0.020081365
#> Sigma[4,3]  0.0644016079 0.0222092346  0.0401468057  0.096417278
#> Sigma[4,4]  0.0427913743 0.0129043024  0.0290582666  0.061178418
#> 
#> 
#> $JPN$A
#> $JPN$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.978901583 0.011195767  0.962703059   0.99216115
#> lag1_var2  0.018193050 0.050465625 -0.052184641   0.07594812
#> lag1_var3  0.025237697 0.082500776 -0.084018029   0.12145770
#> lag1_var4 -0.024762147 0.079774372 -0.117526364   0.08116848
#> const      0.583046218 0.165390908  0.381079952   0.83383667
#> exo1      -0.007787654 0.014693858 -0.029908118   0.01192437
#> exo2      -0.056456135 0.009748808 -0.070014551  -0.04206787
#> exo3       0.020202707 0.011333243  0.005114705   0.03709645
#> 
#> $JPN$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.089503299 0.2466448  -0.4123230    0.2769979
#> lag1_var2  0.215204846 1.0939232  -1.3038591    1.6716603
#> lag1_var3 -1.285757517 1.8042479  -3.7789692    1.0417690
#> lag1_var4  1.358938991 1.7531965  -0.8843130    3.7606425
#> const     -1.919069120 3.8936893  -7.0123732    3.4779456
#> exo1      -0.006287588 0.3771494  -0.5611544    0.4671067
#> exo2       0.416984854 0.1332522   0.2366087    0.5826454
#> exo3      -0.077819563 0.2289559  -0.3224299    0.2481825
#> 
#> $JPN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.44208944 0.2257655   0.1840914    0.7632073
#> lag1_var2 -0.49468468 1.0426815  -1.7772956    0.9911925
#> lag1_var3  0.74669346 1.7388037  -1.3868307    3.2826741
#> lag1_var4  0.04258403 1.6951727  -2.4365733    2.1041086
#> const      1.39033194 3.7588902  -3.9179111    5.7044883
#> exo1      -0.10159426 0.4474996  -0.5771591    0.5831380
#> exo2      -0.76448612 0.2361839  -1.0276576   -0.4094071
#> exo3      -0.01406204 0.2912483  -0.4493395    0.3702100
#> 
#> $JPN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.40092284 0.1788680  0.16983334    0.6335837
#> lag1_var2 -0.66887639 0.7290176 -1.61434967    0.2682404
#> lag1_var3 -0.52270209 1.1960839 -2.07789450    1.0066553
#> lag1_var4  1.37123383 1.1567714 -0.09141062    2.8836798
#> const     -1.02734133 2.7354382 -4.85594624    2.3479419
#> exo1      -0.10952849 0.2683669 -0.31929626    0.3409484
#> exo2      -0.52727932 0.1872594 -0.75244873   -0.2627637
#> exo3      -0.06435338 0.1880306 -0.33580664    0.1970261
#> 
#> 
#> 
#> $KAZ
#> $KAZ$Sigma
#> $KAZ$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001329403 0.0003939965 0.0008430439  0.001898257
#> 
#> $KAZ$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02309269 0.01087201 -0.04085714  -0.01165907
#> Sigma[2,2]  1.32060029 0.34067382  0.89084310   1.77110629
#> 
#> $KAZ$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01561854 0.007315229  0.00818815    0.0273609
#> Sigma[3,2] -0.88080757 0.228569272 -1.19785025   -0.6004597
#> Sigma[3,3]  0.64507956 0.151691036  0.47864128    0.8633421
#> 
#> $KAZ$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0009488082 0.001493725 -0.002558362  0.001192559
#> Sigma[4,2]  0.0602476699 0.043656531  0.009381837  0.128717938
#> Sigma[4,3]  0.0209187309 0.033201197 -0.028521782  0.059941561
#> Sigma[4,4]  0.0678888939 0.015305198  0.053789325  0.095211421
#> 
#> 
#> $KAZ$A
#> $KAZ$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0639721579 0.02175091  1.03730020   1.09469036
#> lag1_var2  0.0413841636 0.07720698 -0.08184223   0.11947087
#> lag1_var3  0.0368053735 0.11051423 -0.13548155   0.14786583
#> lag1_var4 -0.0706201704 0.11079487 -0.18065544   0.10644228
#> const      0.6766677733 0.39458967  0.09554059   1.15149774
#> exo1       0.0005781395 0.01927086 -0.03115897   0.02245196
#> exo2      -0.0833125597 0.02941025 -0.11667311  -0.04549115
#> exo3      -0.0364628952 0.04917153 -0.11320580   0.02810071
#> 
#> $KAZ$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.5368644  0.6390806  -2.6195373   -0.9855712
#> lag1_var2  1.3563424  2.7602204  -2.2298187    5.0600298
#> lag1_var3  0.8976570  3.9613738  -4.2042284    6.3038162
#> lag1_var4 -0.3418476  3.9370707  -5.5633016    4.7343662
#> const      1.9383678 10.2715546 -10.0601563   17.5273307
#> exo1      -0.5528431  1.2161491  -2.5197007    0.8709855
#> exo2       0.5170339  1.4499243  -1.4864834    2.3290958
#> exo3       1.2742589  1.2398653  -0.4408464    2.8972756
#> 
#> $KAZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7713495 0.4117954   0.4503207    1.4058492
#> lag1_var2  0.5217147 2.0372888  -1.9317923    3.4612358
#> lag1_var3  1.5196512 2.9150947  -2.0536960    5.6943337
#> lag1_var4 -0.8650198 2.9097768  -5.0486873    2.6148687
#> const      3.5315241 7.0455338  -6.4451177   13.0739584
#> exo1       1.0523403 0.7597335   0.1432924    2.1585180
#> exo2      -1.1245524 0.9208462  -2.1700579    0.1887006
#> exo3      -0.5529817 0.9296033  -1.8125208    0.7315169
#> 
#> $KAZ$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3402653 0.1222604  -0.5253848   -0.2190940
#> lag1_var2  1.1402319 0.5092278   0.4860741    1.9121792
#> lag1_var3  1.6777618 0.7333868   0.7433416    2.7961557
#> lag1_var4 -0.6015900 0.7285813  -1.6884552    0.3592850
#> const      3.5422631 2.4837184  -0.2635037    6.1768262
#> exo1       0.7097916 0.2464216   0.3424119    0.9873358
#> exo2      -0.7873165 0.2989714  -1.2813355   -0.4870064
#> exo3       0.3644876 0.1582565   0.1590522    0.5722759
#> 
#> 
#> 
#> $KEN
#> $KEN$Sigma
#> $KEN$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0004083071 9.613994e-05 0.000310304 0.0005612227
#> 
#> $KEN$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0007170411 0.0007085825 -0.001594044 0.0003771008
#> Sigma[2,2]  0.0451734749 0.0150916601  0.030481883 0.0697127515
#> 
#> $KEN$Sigma$equation3
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0009577232 0.001020964 -0.0005816466  0.002221315
#> Sigma[3,2] -0.0488004135 0.015305190 -0.0741187593 -0.034220153
#> Sigma[3,3]  0.0586799431 0.017178282  0.0447842819  0.086506330
#> 
#> $KEN$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0004527714 0.0005568366 -0.0003197606  0.001204266
#> Sigma[4,2] -0.0158070744 0.0054651925 -0.0246573041 -0.011988161
#> Sigma[4,3]  0.0232166087 0.0068652782  0.0183698039  0.034738936
#> Sigma[4,4]  0.0118782162 0.0030590578  0.0090800794  0.016978908
#> 
#> 
#> $KEN$A
#> $KEN$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  1.03207515 0.009897844  1.022409565  1.048932479
#> lag1_var2 -0.12816186 0.032923928 -0.171347998 -0.079143125
#> lag1_var3 -0.17290167 0.043914427 -0.231828081 -0.109490435
#> lag1_var4  0.16147054 0.044981244  0.098455980  0.222627517
#> const      0.09431730 0.102328454 -0.032880258  0.240254890
#> exo1      -0.03692917 0.019498671 -0.055724616 -0.002895971
#> exo2      -0.05424478 0.016364134 -0.077698386 -0.034084306
#> exo3       0.01757607 0.021856207 -0.008430231  0.050313513
#> 
#> $KEN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.23385838 0.2238102  -0.1279898    0.4505910
#> lag1_var2 -0.74501211 0.5665244  -1.6444597   -0.1268723
#> lag1_var3 -2.33322592 0.8030473  -3.5976893   -1.4062924
#> lag1_var4  2.32414692 0.8784233   1.3186016    3.6990066
#> const     -4.88514919 1.9931240  -7.6446340   -2.2802772
#> exo1      -0.03685727 0.1661436  -0.2509711    0.2052438
#> exo2       0.37644975 0.1463657   0.1834332    0.5506517
#> exo3       0.02061658 0.2731032  -0.3670775    0.3270854
#> 
#> $KEN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.11016821 0.2253410  -0.1130265    0.4658466
#> lag1_var2  1.30623652 0.7352480   0.5236652    2.4393271
#> lag1_var3  2.84446058 1.0202065   1.6994329    4.4168711
#> lag1_var4 -1.96471579 1.0920513  -3.6537194   -0.7453778
#> const      6.19016375 2.4469094   3.2057753    9.8312160
#> exo1       0.09841991 0.1809243  -0.1981811    0.3127683
#> exo2      -0.86991193 0.1249729  -1.0494195   -0.6864721
#> exo3       0.38501726 0.3352078  -0.0284980    0.8633017
#> 
#> $KEN$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.29057773 0.07554131  0.21145909    0.3921544
#> lag1_var2  0.45625806 0.34727353  0.02381051    0.9501027
#> lag1_var3  0.71881640 0.47463828  0.14037755    1.3986345
#> lag1_var4  0.16743230 0.49626484 -0.54108721    0.7601493
#> const      1.42377798 1.14962585  0.22615166    3.1721754
#> exo1       0.07649928 0.07812160 -0.04905611    0.1466276
#> exo2      -0.62710189 0.08870087 -0.73032694   -0.4889125
#> exo3       0.41453994 0.14589345  0.22374548    0.6162299
#> 
#> 
#> 
#> $KGZ
#> $KGZ$Sigma
#> $KGZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002451265 0.0003855587 0.001891843  0.002848633
#> 
#> $KGZ$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.001162947 0.001452258 -0.001235082  0.002781808
#> Sigma[2,2] 0.025047867 0.006989909  0.015721340  0.034851647
#> 
#> $KGZ$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.01915888 0.006430212 -0.02918301  -0.01360177
#> Sigma[3,2] -0.01899668 0.021657433 -0.04806783   0.01201535
#> Sigma[3,3]  0.51143651 0.157815069  0.32170930   0.75906127
#> 
#> $KGZ$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.018639605 0.00668472 -0.02968346  -0.01284737
#> Sigma[4,2] -0.003258452 0.02070325 -0.02787017   0.02595770
#> Sigma[4,3]  0.512319889 0.16569784  0.32041563   0.78233794
#> Sigma[4,4]  0.523629384 0.17509017  0.32872494   0.81634785
#> 
#> 
#> $KGZ$A
#> $KGZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91211817 0.03535496  0.87192435   0.96904454
#> lag1_var2  0.15618886 0.16353194 -0.08188208   0.35409583
#> lag1_var3  0.06697895 0.23017727 -0.26739153   0.36864569
#> lag1_var4 -0.05287474 0.22645284 -0.35231141   0.27496351
#> const      0.71593274 0.51679832  0.03197537   1.47756041
#> exo1       0.01911196 0.03725156 -0.03480889   0.05865525
#> exo2      -0.18555812 0.03193717 -0.23289754  -0.15030474
#> exo3      -0.11208753 0.03869404 -0.15947657  -0.05953874
#> 
#> $KGZ$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.09153536 0.1040232 -0.04843836    0.2211414
#> lag1_var2  0.58785168 0.4414479 -0.03335014    1.2014856
#> lag1_var3 -0.47338103 0.6553618 -1.40961369    0.3946653
#> lag1_var4  0.44559442 0.6515468 -0.41111133    1.3763903
#> const      0.21704771 1.8336722 -2.06502738    2.9713802
#> exo1      -0.01648086 0.1311575 -0.18223547    0.1810281
#> exo2       0.27404133 0.1926855 -0.01532316    0.4840330
#> exo3      -0.46511001 0.1770321 -0.73287229   -0.2522666
#> 
#> $KGZ$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1180260 0.5212605 -0.83745948    0.5364186
#> lag1_var2  2.2668197 1.9838738 -0.75281515    4.7539249
#> lag1_var3  5.4900779 2.6318910  1.23291334    8.4636904
#> lag1_var4 -4.5714096 2.5684738 -7.46840798   -0.4036009
#> const     10.1372199 7.4252883 -0.35801431   19.4055287
#> exo1       0.2192916 0.5529658 -0.42296268    1.0910733
#> exo2       0.9482325 0.6500681 -0.06974678    1.6320971
#> exo3       1.3272835 0.6083391  0.56180841    2.2629232
#> 
#> $KGZ$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03482157 0.4986231  -0.6867894    0.6637181
#> lag1_var2  2.32899906 1.9187795  -0.5632312    4.6648858
#> lag1_var3  4.68176164 2.5475433   0.6769187    7.5534214
#> lag1_var4 -3.76888573 2.4868376  -6.5729231    0.1442570
#> const      8.92319732 7.1273902  -1.8079098   17.5773582
#> exo1       0.21544975 0.5198495  -0.4162905    1.0183548
#> exo2       1.13124568 0.7072511   0.0907505    1.9790443
#> exo3       1.02528514 0.6423622   0.1943294    1.9514036
#> 
#> 
#> 
#> $KHM
#> $KHM$Sigma
#> $KHM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007624614 0.001211812 0.006032628  0.009241133
#> 
#> $KHM$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0009234882 0.002216884 -0.003685886  0.002330992
#> Sigma[2,2]  0.0302814562 0.010789555  0.020411943  0.049221361
#> 
#> $KHM$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1] -0.03837533 0.01131019 -0.05238411  -0.02340019
#> Sigma[3,2] -0.02743366 0.01923151 -0.04660478   0.00669061
#> Sigma[3,3]  0.58139345 0.12558045  0.41358382   0.76742341
#> 
#> $KHM$Sigma$equation4
#>                    mean        sd 5% quantile 95% quantile
#> Sigma[4,1] -0.039454343 0.0112581 -0.05466263  -0.02629379
#> Sigma[4,2] -0.004931442 0.0195253 -0.02494520   0.02668306
#> Sigma[4,3]  0.564889415 0.1201426  0.40714466   0.74336220
#> Sigma[4,4]  0.565281113 0.1136843  0.42033012   0.73063662
#> 
#> 
#> $KHM$A
#> $KHM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00786317 0.03862563   0.9565849   1.06364156
#> lag1_var2 -0.08772592 0.34091188  -0.5133992   0.43146055
#> lag1_var3 -0.15944706 0.50279077  -0.8386247   0.53539061
#> lag1_var4  0.15272302 0.50539013  -0.5486336   0.83505638
#> const      0.35538300 1.09788556  -1.0858216   1.98963219
#> exo1      -0.04613184 0.09539585  -0.1786104   0.06541677
#> exo2      -0.07988579 0.09870599  -0.1949577   0.08619261
#> exo3      -0.01954371 0.08085780  -0.1147736   0.10980746
#> 
#> $KHM$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.13104013 0.07113661 -0.24547070  -0.05145251
#> lag1_var2  1.07818562 0.76536021  0.27780061   2.39406602
#> lag1_var3  0.58133550 1.13889811 -0.68277691   2.52631722
#> lag1_var4 -0.58113385 1.14616676 -2.53927534   0.69398239
#> const      3.24065670 2.31503740  0.85757105   7.08124461
#> exo1      -0.17403377 0.17603410 -0.44042878   0.02905313
#> exo2       0.03011364 0.20276104 -0.29583953   0.27404142
#> exo3       0.19104964 0.12559579  0.08524132   0.39314990
#> 
#> $KHM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.4587599 0.2603160   0.1149859    0.8190398
#> lag1_var2  -2.3329995 2.4206877  -4.7792600    1.5718310
#> lag1_var3  -1.5616172 3.6868234  -5.4470816    4.2652892
#> lag1_var4   2.5583178 3.7026554  -3.2753910    6.4822644
#> const     -10.0624065 7.7603813 -20.1078811    0.1843659
#> exo1       -0.1927957 0.5115751  -0.7389154    0.5867131
#> exo2       -1.3228580 0.7226126  -2.4327310   -0.3365035
#> exo3        0.3530185 1.0296630  -0.8780709    1.8264284
#> 
#> $KHM$A$equation4
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1  0.3690671 0.2776095   0.005355893    0.7511876
#> lag1_var2 -1.6905042 2.6281702  -4.567426509    2.3046414
#> lag1_var3 -1.3355535 4.0287625  -5.497516482    4.6075856
#> lag1_var4  2.3391699 4.0472878  -3.612014381    6.5440913
#> const     -8.3279811 8.3161514 -19.340479698    2.9699253
#> exo1      -0.3255512 0.4709920  -0.860849240    0.3358875
#> exo2      -1.3178101 0.7154270  -2.428543561   -0.4050932
#> exo3       0.4837118 1.0339558  -0.693682676    2.0339104
#> 
#> 
#> 
#> $KOR
#> $KOR$Sigma
#> $KOR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004975863 7.623184e-05 0.0004057012 0.0006093228
#> 
#> $KOR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01311058 0.002598532  -0.0164486  -0.00968489
#> Sigma[2,2]  0.58034175 0.110430714   0.4207263   0.71193656
#> 
#> $KOR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.01455909 0.00274415  0.01102489   0.01858881
#> Sigma[3,2] -0.62045121 0.11171981 -0.77140340  -0.48802558
#> Sigma[3,3]  0.77623233 0.13577654  0.64225725   0.97339077
#> 
#> $KOR$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.00678707 0.001650382  0.00435774  0.008826581
#> Sigma[4,2] -0.27554602 0.052899730 -0.35155680 -0.216665922
#> Sigma[4,3]  0.41089688 0.079796221  0.31902795  0.524584621
#> Sigma[4,4]  0.25070320 0.054261208  0.17240213  0.324613526
#> 
#> 
#> $KOR$A
#> $KOR$A$equation1
#>                   mean         sd   5% quantile  95% quantile
#> lag1_var1  0.975924115 0.01251574  0.9577040535  0.9905436131
#> lag1_var2  0.076932560 0.03209174  0.0252682483  0.1157543689
#> lag1_var3  0.111150900 0.05020623  0.0301179362  0.1697660257
#> lag1_var4 -0.112722502 0.04816999 -0.1698553064 -0.0372232746
#> const      0.781183931 0.12871598  0.5616947234  0.8975531017
#> exo1      -0.008409343 0.01747907 -0.0299714367  0.0160733566
#> exo2      -0.034600448 0.02671486 -0.0742182281  0.0003469063
#> exo3       0.015724512 0.01620409 -0.0003939585  0.0410302256
#> 
#> $KOR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6203765 0.3038557  -1.0637365   -0.2436582
#> lag1_var2  0.9952899 1.0924764  -0.4231235    2.5725267
#> lag1_var3  0.6165972 1.6996603  -1.5290064    3.0299730
#> lag1_var4 -0.3641545 1.7023814  -2.6997814    1.7803196
#> const      2.7836366 4.7348684  -2.4615894   10.1690265
#> exo1      -0.0558885 0.8624228  -1.3307527    0.9092724
#> exo2       0.3249334 0.7754244  -0.8109016    1.1844005
#> exo3      -0.2662695 0.7927974  -1.4628851    0.8258583
#> 
#> $KOR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.90443693 0.3733044   0.4275108   1.45740788
#> lag1_var2 -0.41026978 1.1264045  -2.1264130   1.04868699
#> lag1_var3 -0.07396178 1.7402001  -2.6510359   2.19952714
#> lag1_var4  0.66795841 1.7317465  -1.7457871   3.06344206
#> const     -0.49719664 4.1396492  -5.3311276   4.86628110
#> exo1      -0.58800603 0.9783021  -1.7521130   0.93802690
#> exo2      -1.19972765 0.9068096  -2.3664506  -0.04216706
#> exo3       0.19394735 0.7345563  -0.7890587   1.14970053
#> 
#> $KOR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.54395386 0.2725170   0.1021895    0.8860480
#> lag1_var2 -0.06659883 0.6973780  -1.0223795    0.8128152
#> lag1_var3 -0.13403326 1.0723908  -1.5781498    1.2327055
#> lag1_var4  0.89285191 1.0342845  -0.5229382    2.2524661
#> const      0.04714057 2.3225142  -2.4993453    3.2336022
#> exo1      -0.64413156 0.5231552  -1.3462430    0.1619004
#> exo2      -1.02979661 0.5517852  -1.8548730   -0.3846279
#> exo3       0.03556509 0.3162380  -0.3581339    0.4315583
#> 
#> 
#> 
#> $KWT
#> $KWT$Sigma
#> $KWT$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007228299 0.001317858 0.005552669  0.008954272
#> 
#> $KWT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0003762785 0.002105853 -0.002178133   0.00330688
#> Sigma[2,2] 0.0583262542 0.012010456  0.041446132   0.07425588
#> 
#> $KWT$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.008019337 0.009314196 -0.02150768  0.003294914
#> Sigma[3,2] -0.034100384 0.021622832 -0.07176268 -0.014839343
#> Sigma[3,3]  0.264436543 0.085070122  0.17279952  0.383396259
#> 
#> $KWT$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.007567023 0.008783189 -0.02001077   0.00300082
#> Sigma[4,2]  0.005931166 0.020347740 -0.02727451   0.02856892
#> Sigma[4,3]  0.244877320 0.087292664  0.15511365   0.37665765
#> Sigma[4,4]  0.253010901 0.093507467  0.16179121   0.40508305
#> 
#> 
#> $KWT$A
#> $KWT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.74405502 0.05079957  0.68349704  0.815259900
#> lag1_var2  1.06872042 0.28316580  0.65218912  1.405300300
#> lag1_var3  1.48459506 0.36308255  0.95648113  1.895986638
#> lag1_var4 -1.45706330 0.36198025 -1.87170218 -0.925102562
#> const      4.54092814 0.92836854  3.51118089  5.855661887
#> exo1       0.02338626 0.05582536 -0.05316608  0.099652040
#> exo2      -0.09610658 0.10296679 -0.19830055  0.057147858
#> exo3      -0.09416069 0.06858749 -0.17568952  0.007754334
#> 
#> $KWT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03193450 0.2447398 -0.25797847    0.3835504
#> lag1_var2  0.18630339 0.9773033 -1.10579203    1.6173040
#> lag1_var3 -0.81289660 1.3588025 -2.67533217    1.1465783
#> lag1_var4  0.83010816 1.3245610 -1.08517895    2.6248780
#> const     -1.58342029 3.5715140 -7.33595172    2.5877263
#> exo1       0.25593190 0.1617541  0.01830301    0.4457082
#> exo2       1.16989064 0.1969380  0.92616259    1.4828803
#> exo3      -0.06062337 0.3194498 -0.34364782    0.4604067
#> 
#> $KWT$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.8731332 0.5402092   0.05868292    1.5524242
#> lag1_var2 -1.0163973 1.6697003  -3.20023733    1.2582807
#> lag1_var3 -1.5432846 2.3813429  -4.45444056    1.8126218
#> lag1_var4  2.2439493 2.2937721  -1.00488123    5.0998217
#> const     -2.2299388 7.3513204 -11.29181823    8.1386609
#> exo1      -0.9419405 0.3814170  -1.57717588   -0.6397885
#> exo2      -4.2176430 0.5914107  -5.03548414   -3.4616894
#> exo3      -0.4555587 0.5684458  -1.29502819    0.1909172
#> 
#> $KWT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8996865 0.5335277   0.1007131  1.493950296
#> lag1_var2 -1.0948124 1.8255157  -2.9211746  1.940101156
#> lag1_var3 -2.4056056 2.6405475  -5.0741501  2.028151856
#> lag1_var4  3.1286584 2.5503466  -1.1657416  5.689425953
#> const     -4.1469636 7.1071722 -12.4201398  5.763827248
#> exo1      -0.7848156 0.3597330  -1.3496645 -0.406538798
#> exo2      -3.4788261 0.6694643  -4.3252609 -2.632556628
#> exo3      -0.4824369 0.5026572  -1.3216659 -0.003510662
#> 
#> 
#> 
#> $LAO
#> $LAO$Sigma
#> $LAO$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001856575 5.217252e-05 0.0001305981 0.0002632435
#> 
#> $LAO$Sigma$equation2
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[2,1] 0.001282348 0.0006408978 0.000429109  0.002156332
#> Sigma[2,2] 0.074726834 0.0210814412 0.050700698  0.107235905
#> 
#> $LAO$Sigma$equation3
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[3,1] -0.002552345 0.0009367229 -0.003971293  -0.00169911
#> Sigma[3,2] -0.065963573 0.0190611402 -0.090550025  -0.03820701
#> Sigma[3,3]  0.087543774 0.0249973813  0.054253859   0.11895465
#> 
#> $LAO$Sigma$equation4
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.00184541 0.0006532222 -0.002943894 -0.001219242
#> Sigma[4,2] -0.02108535 0.0116123319 -0.037188581 -0.007453697
#> Sigma[4,3]  0.04930392 0.0178593102  0.030456758  0.075553942
#> Sigma[4,4]  0.03812124 0.0128505657  0.024673634  0.059546519
#> 
#> 
#> $LAO$A
#> $LAO$A$equation1
#>                   mean          sd  5% quantile 95% quantile
#> lag1_var1  0.984754301 0.010048828  0.969596807  0.995830914
#> lag1_var2  0.007259393 0.073735708 -0.084997558  0.107177574
#> lag1_var3  0.023346766 0.116496382 -0.126681496  0.181467707
#> lag1_var4 -0.025843991 0.116612456 -0.183880739  0.124202062
#> const      0.579653394 0.240118865  0.329564550  0.951297617
#> exo1       0.004230542 0.006334395 -0.003883221  0.011645703
#> exo2      -0.053730181 0.011906912 -0.068518183 -0.037997319
#> exo3      -0.028779973 0.014973171 -0.046945601 -0.005297358
#> 
#> $LAO$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.02273442 0.1187237  -0.1389343    0.1900045
#> lag1_var2  0.31895479 0.7365989  -0.5379164    1.3455576
#> lag1_var3 -0.87904276 1.1297665  -2.2003152    0.6965883
#> lag1_var4  0.87864185 1.1337070  -0.6972759    2.1956230
#> const     -0.25726471 3.0937751  -4.8612524    3.6573018
#> exo1      -0.15687356 0.3632705  -0.5871913    0.3868525
#> exo2      -0.06170403 0.2055387  -0.2814664    0.2301264
#> exo3      -0.09760621 0.3478330  -0.5994254    0.3281615
#> 
#> $LAO$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01268937 0.1270712  -0.1072034    0.2199135
#> lag1_var2  0.45857568 0.9741664  -0.9436891    1.7460494
#> lag1_var3  1.48937143 1.5117195  -0.5836581    3.5649420
#> lag1_var4 -0.53415427 1.5185594  -2.6216321    1.5519931
#> const      2.64285542 3.2699727  -3.2371823    5.6972880
#> exo1       0.05922119 0.3398360  -0.4966610    0.4035841
#> exo2      -0.56470222 0.1925000  -0.8740535   -0.3357967
#> exo3      -0.25343007 0.4207972  -0.8870342    0.2384934
#> 
#> $LAO$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01290397 0.1276793  -0.1113681   0.22041409
#> lag1_var2  0.37544204 0.8436290  -0.9667390   1.18289228
#> lag1_var3  0.49167416 1.3162917  -1.5352960   1.82980658
#> lag1_var4  0.47810813 1.3241987  -0.8641718   2.51699156
#> const      1.30095729 3.4285341  -4.1254710   4.77461856
#> exo1      -0.03611719 0.1505021  -0.2660414   0.14172389
#> exo2      -0.61638275 0.1297936  -0.7895249  -0.44522996
#> exo3      -0.31395811 0.2458714  -0.7144513  -0.08359353
#> 
#> 
#> 
#> $LBN
#> $LBN$Sigma
#> $LBN$Sigma$equation1
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001089004 0.00020874 0.0008063303  0.001328733
#> 
#> $LBN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006272426 0.002025146 -0.00832804 -0.003323624
#> Sigma[2,2]  0.137928385 0.036096005  0.09050230  0.179825400
#> 
#> $LBN$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.003168287 0.001508569  0.0009430694   0.00497519
#> Sigma[3,2] -0.094833953 0.031096270 -0.1415261775  -0.06130372
#> Sigma[3,3]  0.121979074 0.025415436  0.0934864388   0.16114686
#> 
#> $LBN$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0004317571 0.001033454 -0.001092671  0.001573025
#> Sigma[4,2] -0.0368958959 0.020031064 -0.069474908 -0.018414379
#> Sigma[4,3]  0.0888819430 0.014361824  0.071679877  0.110724715
#> Sigma[4,4]  0.0811133871 0.010528927  0.064181839  0.093417450
#> 
#> 
#> $LBN$A
#> $LBN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94560665 0.02079862  0.90939926  0.967433304
#> lag1_var2  0.03959243 0.02953214  0.01032061  0.078723746
#> lag1_var3  0.12730017 0.07072509  0.05664109  0.228202759
#> lag1_var4 -0.11372868 0.06100380 -0.19934310 -0.050721017
#> const      0.89586619 0.20167225  0.70094447  1.207444827
#> exo1       0.04930936 0.02561166  0.01519214  0.081595024
#> exo2      -0.26001994 0.01945995 -0.28518561 -0.233705602
#> exo3      -0.05093132 0.02710161 -0.08072339 -0.009089442
#> 
#> $LBN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1391218 0.2373266 -0.43854321    0.2175549
#> lag1_var2  0.3911753 0.4812900 -0.32088912    0.9225354
#> lag1_var3 -0.8698616 0.9749090 -2.33965544    0.2378380
#> lag1_var4  1.0301355 0.8886214  0.04656904    2.3743956
#> const     -1.8341362 2.2693035 -5.20953185    0.7902553
#> exo1      -0.8993180 0.2992808 -1.31252189   -0.5333198
#> exo2       1.4284114 0.2897366  1.11927418    1.7999295
#> exo3       0.3864494 0.4757676 -0.17765319    1.1312537
#> 
#> $LBN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4639326 0.1958297  0.18799567   0.70603454
#> lag1_var2 -0.5368955 0.3480269 -1.01195180  -0.04323737
#> lag1_var3 -0.2976939 0.7469355 -1.31287401   0.73233789
#> lag1_var4  1.0841319 0.6741134  0.15093469   2.00576642
#> const     -1.9756115 1.5080452 -4.04467279   0.33310727
#> exo1       0.5852173 0.3656672  0.07822916   1.09033099
#> exo2      -4.8525398 0.2443364 -5.11734389  -4.53075981
#> exo3       0.9415783 0.4448740  0.32785760   1.51568639
#> 
#> $LBN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4256129 0.1639352   0.1725004    0.6124534
#> lag1_var2 -0.7156891 0.2406530  -1.0757315   -0.4341966
#> lag1_var3 -1.4660560 0.5503392  -2.2222992   -0.7676552
#> lag1_var4  2.3550526 0.4769189   1.7949291    3.0292716
#> const     -4.6950495 1.0828297  -6.3174326   -3.4359672
#> exo1       0.2242234 0.3272237  -0.2417635    0.6072390
#> exo2      -4.7551589 0.1687316  -4.9785933   -4.5340944
#> exo3       1.2558422 0.3586514   0.7938221    1.7135888
#> 
#> 
#> 
#> $LBR
#> $LBR$Sigma
#> $LBR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005940944 0.001905337 0.003587964  0.008686792
#> 
#> $LBR$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005773607 0.002991612 -0.009427582 -0.001923072
#> Sigma[2,2]  0.034342261 0.009435890  0.024980667  0.049002042
#> 
#> $LBR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005344325 0.003380355  0.001355971   0.01047731
#> Sigma[3,2] -0.034487290 0.008936686 -0.045126332  -0.02350926
#> Sigma[3,3]  0.040830246 0.010726105  0.026511753   0.05480274
#> 
#> $LBR$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0008772421 0.001506516 -0.0005935308  0.003242671
#> Sigma[4,2] -0.0082997812 0.004369061 -0.0132585728 -0.002306977
#> Sigma[4,3]  0.0147423044 0.005507648  0.0077763386  0.021922336
#> Sigma[4,4]  0.0086472863 0.002518657  0.0052912304  0.012117468
#> 
#> 
#> $LBR$A
#> $LBR$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97223985 0.04724937  0.90627556   1.03650274
#> lag1_var2 -0.04223160 0.35356227 -0.46838155   0.47836202
#> lag1_var3 -0.04759488 0.46678152 -0.60311067   0.63812328
#> lag1_var4  0.05125254 0.46919308 -0.63428224   0.61699143
#> const      0.35775533 1.16932403 -1.34545174   1.80357720
#> exo1       0.01122267 0.11823933 -0.15716612   0.16299649
#> exo2      -0.03468577 0.05570636 -0.10695307   0.03711005
#> exo3       0.00911607 0.06434209 -0.08733281   0.09026186
#> 
#> $LBR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.18541159 0.0647989  0.08036946    0.2560367
#> lag1_var2 -0.23624863 0.4271815 -0.73887739    0.4127639
#> lag1_var3 -1.21054394 0.6641421 -1.93432345   -0.1342777
#> lag1_var4  1.19632772 0.6915156  0.08041975    1.9535881
#> const     -2.16681410 2.1787729 -4.74457202    0.8111386
#> exo1      -0.02376064 0.2538422 -0.38328996    0.3006917
#> exo2       1.10588920 0.1938259  0.88390253    1.3958247
#> exo3       0.18274715 0.2241964 -0.08801140    0.5377194
#> 
#> $LBR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.10762876 0.0791281  -0.1897813   0.02261937
#> lag1_var2  1.30062682 0.6166280   0.3569930   2.00977330
#> lag1_var3  2.32867432 0.9270500   0.9339696   3.31926750
#> lag1_var4 -1.36836843 0.9600309  -2.3814059   0.09471063
#> const      4.69698540 2.9711109   0.1600326   7.48883800
#> exo1       0.06248315 0.2893572  -0.3030403   0.45839416
#> exo2      -1.59399428 0.2480354  -1.9920403  -1.31327891
#> exo3       0.12139957 0.2236785  -0.2359795   0.39702700
#> 
#> $LBR$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.03724542 0.03483752 -0.01007007   0.08395224
#> lag1_var2  0.82186376 0.38024460  0.34796368   1.31139233
#> lag1_var3  1.00966387 0.52656648  0.32422413   1.68641484
#> lag1_var4 -0.04616579 0.54221271 -0.73378537   0.66593680
#> const      1.89131851 1.67312842 -0.22519412   3.86978535
#> exo1       0.04508394 0.11625118 -0.10068104   0.22499649
#> exo2      -0.77863063 0.11062123 -0.96232550  -0.66534022
#> exo3       0.26727634 0.06527212  0.17879426   0.33856260
#> 
#> 
#> 
#> $LBY
#> $LBY$Sigma
#> $LBY$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.02946221 0.008473297  0.02009625   0.04228515
#> 
#> $LBY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01593322 0.007803991 -0.02842464 -0.006162211
#> Sigma[2,2]  0.03428599 0.008623397  0.02601733  0.048978323
#> 
#> $LBY$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.01117093 0.007035278 -0.0002931204   0.01903194
#> Sigma[3,2] -0.03123519 0.005753209 -0.0393027915  -0.02323530
#> Sigma[3,3]  0.04856366 0.006983613  0.0393140145   0.05904590
#> 
#> $LBY$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.004024286 0.005403858 -0.004452411   0.01088104
#> Sigma[4,2] -0.018275256 0.003926769 -0.021880382  -0.01179171
#> Sigma[4,3]  0.041657839 0.007414462  0.032563908   0.05305411
#> Sigma[4,4]  0.040969708 0.008132251  0.031378592   0.05354763
#> 
#> 
#> $LBY$A
#> $LBY$A$equation1
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.56018784 0.1598653  0.367585865    0.7453954
#> lag1_var2  0.30081565 0.1810441  0.066869630    0.5538832
#> lag1_var3  0.89245262 0.4651158  0.250449682    1.4867920
#> lag1_var4 -0.65693258 0.4001940 -1.198532892   -0.1157751
#> const      2.10617179 0.9506954  0.818468835    3.3090288
#> exo1       0.01726681 0.1275412 -0.164053520    0.1792257
#> exo2      -0.41527241 0.2012988 -0.690665232   -0.1209900
#> exo3       0.21034892 0.1529412 -0.005641537    0.4127305
#> 
#> $LBY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2946096 0.1382578   0.1399696   0.50545459
#> lag1_var2  0.8452945 0.1432076   0.6487312   1.04618612
#> lag1_var3  0.2850420 0.4408513  -0.1423785   0.94000090
#> lag1_var4 -0.3317866 0.3810645  -0.9019208   0.02546208
#> const      0.4309231 1.8139812  -1.7206332   2.74796983
#> exo1       0.1103729 0.1630586  -0.1605358   0.27963337
#> exo2       0.5534298 0.1982724   0.2939148   0.81611413
#> exo3       0.1526146 0.2268676  -0.1557012   0.45581414
#> 
#> $LBY$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.09252794 0.1844763 -0.31651086    0.1280742
#> lag1_var2  0.31823319 0.2535527  0.00549268    0.6721032
#> lag1_var3  1.09812726 0.5326362  0.36574840    1.7366281
#> lag1_var4 -0.21690497 0.4895697 -0.78665579    0.5051241
#> const      2.80697851 1.9687022 -0.11668984    4.9370074
#> exo1      -0.02303462 0.1871947 -0.28564510    0.2186591
#> exo2      -1.63065713 0.2400725 -1.92678989   -1.2675036
#> exo3      -0.11949884 0.2844575 -0.45994485    0.3618263
#> 
#> $LBY$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03768768 0.1834190  -0.1781067    0.2562744
#> lag1_var2  0.44756882 0.2867539   0.1336479    0.8678370
#> lag1_var3  0.62298659 0.5729582  -0.1748074    1.3149031
#> lag1_var4  0.26226054 0.5329881  -0.3610987    1.0408577
#> const      1.67885549 1.6726717  -0.8882746    3.2022789
#> exo1       0.03754034 0.1946048  -0.2839026    0.2488623
#> exo2      -1.69141418 0.2095327  -1.9712829   -1.3890494
#> exo3      -0.07053646 0.2551815  -0.3653488    0.3468617
#> 
#> 
#> 
#> $LCA
#> $LCA$Sigma
#> $LCA$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001191802 0.000168705 0.0009690586  0.001422058
#> 
#> $LCA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03130238 0.01315933 -0.05002304  -0.01424029
#> Sigma[2,2]  4.51760720 1.15776738  3.28611654   6.21545971
#> 
#> $LCA$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02575007 0.008755075   0.0151401   0.03947449
#> Sigma[3,2] -2.76405524 0.692207769  -3.7833742  -1.92860145
#> Sigma[3,3]  1.90163893 0.444198268   1.3157037   2.46901867
#> 
#> $LCA$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.005546807 0.003002819  0.001047351  0.008817635
#> Sigma[4,2] 0.308311831 0.266532427 -0.084137759  0.704071464
#> Sigma[4,3] 0.067427556 0.211550581 -0.196592391  0.418509469
#> Sigma[4,4] 0.335803870 0.080811095  0.245326585  0.454145651
#> 
#> 
#> $LCA$A
#> $LCA$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.95653549 0.04246656  0.889118293   1.00175365
#> lag1_var2  0.01756332 0.03784502 -0.019121427   0.07737329
#> lag1_var3  0.01710611 0.05693329 -0.037999050   0.10611481
#> lag1_var4 -0.01451103 0.04321337 -0.082028138   0.02733279
#> const      0.65492335 0.20979470  0.382302722   0.95103459
#> exo1       0.03604751 0.03383363 -0.005711757   0.08722584
#> exo2      -0.24894076 0.02302610 -0.282035182  -0.21897290
#> exo3       0.05135634 0.03033800  0.020560059   0.10183166
#> 
#> $LCA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1899072  2.589032   -2.953580    3.8875681
#> lag1_var2  1.1768428  2.116181   -2.047930    3.3093757
#> lag1_var3  0.7598092  3.113992   -3.993700    4.0554479
#> lag1_var4 -0.7548266  2.448659   -3.322049    2.9861691
#> const      1.4018845 14.998546  -20.982837   19.6128249
#> exo1      -1.8647154  1.151189   -3.586011   -0.5762217
#> exo2       8.7630907  2.158463    5.993801   11.9277013
#> exo3      -1.4011107  2.543736   -5.291042    1.3328466
#> 
#> $LCA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4692758  1.701000  -1.8784995     2.508009
#> lag1_var2 -0.5069573  1.336345  -1.8489663     1.542503
#> lag1_var3 -0.2062223  1.986476  -2.2237217     2.862566
#> lag1_var4  0.9812324  1.540908  -1.4144005     2.473567
#> const     -0.1252270 11.336109 -15.7313795    16.471235
#> exo1       1.7235461  1.056189   0.5215683     3.021681
#> exo2      -7.9424242  1.113674  -9.4326841    -6.367908
#> exo3       1.9312274  1.520674   0.2140790     4.220535
#> 
#> $LCA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7014123 0.4060502  0.09983342    1.2249414
#> lag1_var2 -0.3162866 0.4507168 -0.83249296    0.3901858
#> lag1_var3 -0.6233858 0.6588235 -1.40691747    0.3861500
#> lag1_var4  1.3945852 0.5276295  0.57979908    2.0126308
#> const     -1.3416324 3.9478426 -7.89144938    2.6697433
#> exo1       0.6169937 0.8891903 -0.46198924    1.8062001
#> exo2      -2.5007462 0.5068151 -3.06504742   -1.6897695
#> exo3       1.2479066 0.5187069  0.45079286    1.7944901
#> 
#> 
#> 
#> $LKA
#> $LKA$Sigma
#> $LKA$Sigma$equation1
#>                  mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.00106401 0.0002264975 0.0007981747  0.001417374
#> 
#> $LKA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008886934 0.002063126 -0.01179585 -0.006230601
#> Sigma[2,2]  0.234953948 0.050097270  0.17592387  0.306823259
#> 
#> $LKA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009156998 0.004329955  0.003132749   0.01494098
#> Sigma[3,2] -0.184947666 0.062970965 -0.261659165  -0.09903692
#> Sigma[3,3]  0.804163461 0.267950656  0.609662365   1.24096152
#> 
#> $LKA$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00487614 0.004792341 -0.001195391   0.01171685
#> Sigma[4,2] -0.06487836 0.075583137 -0.133274613   0.05486307
#> Sigma[4,3]  0.76249664 0.287293637  0.553456585   1.24295778
#> Sigma[4,4]  0.78736506 0.320357952  0.530230710   1.33034841
#> 
#> 
#> $LKA$A
#> $LKA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.959381580 0.01967953  0.93868298   0.99333409
#> lag1_var2  0.006297263 0.03566061 -0.05155656   0.04185248
#> lag1_var3  0.023338634 0.06903392 -0.08851600   0.09026445
#> lag1_var4 -0.015244975 0.06348224 -0.07662665   0.08661801
#> const      0.651607910 0.20676200  0.33896395   0.88462258
#> exo1       0.001820076 0.02546094 -0.02832016   0.04405933
#> exo2      -0.080297856 0.03097627 -0.11989301  -0.03747159
#> exo3       0.025622101 0.05404354 -0.05492729   0.08415264
#> 
#> $LKA$A$equation2
#>                 mean        sd   5% quantile 95% quantile
#> lag1_var1  0.3106523 0.2863909  -0.098137235   0.67936565
#> lag1_var2  0.1101396 0.5846803  -0.680244647   0.92723873
#> lag1_var3 -1.4768468 1.0554734  -2.889205057  -0.03884185
#> lag1_var4  1.3900869 1.0398875  -0.030678679   2.80634644
#> const     -2.6039162 5.5893233 -10.813227201   5.60230838
#> exo1      -0.5054756 0.5718291  -1.345365111   0.20858329
#> exo2       0.6739093 0.4264503  -0.004588591   1.20839624
#> exo3       0.0461154 0.5354776  -0.660602014   0.83153307
#> 
#> $LKA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4298865 0.5890783   -1.085222    0.3828405
#> lag1_var2  2.9255858 1.1065638    1.523418    4.5024770
#> lag1_var3  5.9889305 1.9651172    3.389342    8.6929268
#> lag1_var4 -5.0719328 1.8866242   -7.686609   -2.6621376
#> const     13.6422355 7.5803107    3.853342   24.1683188
#> exo1       0.1990249 1.0424659   -1.082385    1.7299601
#> exo2      -2.2890815 1.1519324   -3.630919   -0.5797477
#> exo3      -0.9212001 1.0746789   -2.543254    0.2350754
#> 
#> $LKA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.28644525 0.5670197  -0.9357342    0.5333670
#> lag1_var2  2.91253037 1.1142382   1.5561124    4.6432036
#> lag1_var3  5.02088135 1.9891407   2.4606930    7.9320238
#> lag1_var4 -4.13213920 1.9102618  -7.0337178   -1.7742954
#> const     11.71117726 7.3463205   1.8657617   22.0660374
#> exo1      -0.07554731 1.0477474  -1.3425736    1.3794638
#> exo2      -2.05599335 1.1184844  -3.2871985   -0.2388304
#> exo3      -0.95446037 1.1219659  -2.6877206    0.1988336
#> 
#> 
#> 
#> $LSO
#> $LSO$Sigma
#> $LSO$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004726104 8.635421e-05 0.0003495065 0.0005556662
#> 
#> $LSO$Sigma$equation2
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00240539 0.0008396511 -0.003653133 -0.001427712
#> Sigma[2,2]  0.04083420 0.0152608590  0.026583468  0.064243243
#> 
#> $LSO$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0005617186 0.001029545 -0.001150227  0.001700633
#> Sigma[3,2] -0.0346394600 0.018475247 -0.059304116 -0.016079412
#> Sigma[3,3]  0.0704892720 0.024734326  0.043713648  0.105419005
#> 
#> $LSO$Sigma$equation4
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.001288012 0.0008729337 -0.002681793 -0.0004328598
#> Sigma[4,2] -0.009481401 0.0124820178 -0.027506591  0.0044201141
#> Sigma[4,3]  0.057184460 0.0170929833  0.038450268  0.0850642108
#> Sigma[4,4]  0.061132795 0.0141542429  0.046315603  0.0835511384
#> 
#> 
#> $LSO$A
#> $LSO$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.960946391 0.03219534  0.91952526   1.00721645
#> lag1_var2  0.014961093 0.04275683 -0.04422049   0.07022556
#> lag1_var3  0.030003240 0.06848668 -0.06784152   0.11996542
#> lag1_var4 -0.025786289 0.05967226 -0.10413151   0.05911330
#> const      0.659090571 0.19679682  0.41951879   0.95757905
#> exo1       0.018682340 0.02776599 -0.01870836   0.05554336
#> exo2      -0.071475607 0.02963249 -0.10910764  -0.02662800
#> exo3       0.006805721 0.01991926 -0.02004348   0.02826864
#> 
#> $LSO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2724809 0.2317168  -0.1180944    0.4811088
#> lag1_var2  0.6340522 0.3258912   0.3354716    1.1720659
#> lag1_var3  0.2695095 0.4674115  -0.1646483    1.0627450
#> lag1_var4 -0.2380049 0.4125004  -0.9381064    0.1457096
#> const      0.8915755 1.2191020  -0.2673916    2.9103179
#> exo1      -0.1013186 0.2088880  -0.3973602    0.1727765
#> exo2       1.7571219 0.2234816   1.5843202    2.1141569
#> exo3       0.7174304 0.2857002   0.2882328    1.0297803
#> 
#> $LSO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3949033 0.1067467  -0.5312840   -0.2325116
#> lag1_var2  0.4454116 0.1897885   0.2038458    0.7314872
#> lag1_var3  0.7508964 0.2490810   0.4904687    1.1751428
#> lag1_var4  0.2039733 0.2238961  -0.1725438    0.4448924
#> const      1.3835839 1.2072409  -0.2256418    2.8960835
#> exo1      -0.1220711 0.3032920  -0.5657152    0.2605477
#> exo2      -1.6489480 0.3517347  -2.1686933   -1.2515676
#> exo3      -0.7751859 0.4160865  -1.1760835   -0.1115490
#> 
#> $LSO$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.27672623 0.1235077  -0.4602021  -0.12160838
#> lag1_var2  0.41982153 0.1960200   0.1917198   0.70701122
#> lag1_var3  0.17414155 0.3316540  -0.2471252   0.67250679
#> lag1_var4  0.83721099 0.2863750   0.4038451   1.19308461
#> const      0.02941485 1.3616980  -2.2153012   1.55683388
#> exo1      -0.22526454 0.2474367  -0.5815847   0.03639197
#> exo2      -0.63129852 0.3196424  -1.1081438  -0.25497007
#> exo3      -0.37981583 0.3235427  -0.7527524   0.10607779
#> 
#> 
#> 
#> $LTU
#> $LTU$Sigma
#> $LTU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001772081 0.0003929684 0.001338036  0.002398318
#> 
#> $LTU$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.07058558 0.02631953  -0.1164819  -0.04294603
#> Sigma[2,2]  7.78332827 2.13161568   5.3294077  10.78684449
#> 
#> $LTU$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03778056 0.01485256  0.01877406   0.06079147
#> Sigma[3,2] -4.60096210 1.15515943 -6.25338714  -3.33605243
#> Sigma[3,3]  3.32893139 0.75630205  2.40286474   4.41269207
#> 
#> $LTU$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.003026145 0.005811188 -0.01067112  0.005247397
#> Sigma[4,2]  0.096163108 0.466519014 -0.70330768  0.545865117
#> Sigma[4,3]  0.596683251 0.282927997  0.31017857  1.077212004
#> Sigma[4,4]  0.716603946 0.179357337  0.49261339  0.966145622
#> 
#> 
#> $LTU$A
#> $LTU$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97779830 0.01683442  0.957921098   1.00657911
#> lag1_var2  0.01293893 0.03288667 -0.025205846   0.05629696
#> lag1_var3  0.01690370 0.05346750 -0.044697892   0.08776626
#> lag1_var4 -0.01773515 0.04942295 -0.083163855   0.03944205
#> const      0.59308649 0.27642844  0.207390013   0.93749176
#> exo1       0.01916936 0.04214629 -0.045834296   0.06167444
#> exo2      -0.02001100 0.03812371 -0.078440253   0.02819832
#> exo3       0.04203742 0.03645918  0.007066708   0.09860378
#> 
#> $LTU$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.24585444  0.9492928  -2.4321382   0.08941527
#> lag1_var2  2.16557861  2.1545074  -0.8705366   4.81256529
#> lag1_var3  2.42001921  3.3625111  -2.3233933   6.49080408
#> lag1_var4 -2.08595724  3.1172840  -5.8937874   2.27181662
#> const     13.13534172 12.2861379  -3.2881825  29.80975341
#> exo1       0.06521937  2.5317578  -3.0064626   3.29486358
#> exo2       1.52956562  2.4207804  -1.6767081   4.93262469
#> exo3      -1.77279195  2.2010126  -5.4178880   0.56207372
#> 
#> $LTU$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.16097675 0.5314589    0.288447   1.73996648
#> lag1_var2  -0.98376013 1.3798327   -2.425176   1.18345456
#> lag1_var3  -0.86208661 2.1963904   -3.139752   2.58772637
#> lag1_var4   1.54909198 2.0607694   -1.641831   3.68390812
#> const     -10.84568291 7.1060928  -18.943594  -0.04465581
#> exo1        0.04786265 1.2545792   -1.472396   1.70657321
#> exo2       -1.04324087 1.9522172   -3.593066   1.82040467
#> exo3        0.45667048 1.7311169   -1.831832   2.73018361
#> 
#> $LTU$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.36203321 0.1974958   0.1443423    0.6837516
#> lag1_var2 -0.01457883 0.4827465  -0.6973795    0.5034945
#> lag1_var3  0.05630207 0.7709699  -1.0166403    0.8860749
#> lag1_var4  0.87360617 0.7274469   0.1090264    1.8807171
#> const     -4.17742018 3.4214416  -9.1034566    0.1653928
#> exo1       0.10097221 0.4877029  -0.4550531    0.8921887
#> exo2      -0.14753093 0.8002766  -1.2067254    0.9366822
#> exo3      -0.63657169 0.8898573  -1.7856019    0.5962442
#> 
#> 
#> 
#> $LUX
#> $LUX$Sigma
#> $LUX$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005164655 0.0001330375 0.0003334693 0.0006955035
#> 
#> $LUX$Sigma$equation2
#>                   mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.00273926 0.002174924 -0.006036058 -0.0001575694
#> Sigma[2,2]  0.29935222 0.062842718  0.224091131  0.3932215850
#> 
#> $LUX$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.002390658 0.003065035  -0.0065376  0.001337441
#> Sigma[3,2] -0.031605319 0.069123101  -0.1189305  0.051741234
#> Sigma[3,3]  0.485576061 0.126002914   0.3251749  0.686079458
#> 
#> $LUX$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.004106506 0.004349158 -0.01026448 0.0008833236
#> Sigma[4,2]  0.141396917 0.086278725  0.01806068 0.2467676319
#> Sigma[4,3]  0.487432753 0.124760473  0.29494112 0.6521121989
#> Sigma[4,4]  0.590614503 0.124435877  0.38976434 0.7253798954
#> 
#> 
#> $LUX$A
#> $LUX$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00699654 0.01155765  0.98892851  1.020429515
#> lag1_var2 -0.04732634 0.03401023 -0.10493058 -0.011168994
#> lag1_var3 -0.09500427 0.05804548 -0.18900206 -0.031486568
#> lag1_var4  0.08506509 0.05557177  0.02594235  0.176616580
#> const      0.38637909 0.16413070  0.16774670  0.577793714
#> exo1      -0.02917277 0.01702644 -0.05102860 -0.004314201
#> exo2      -0.03489326 0.02168150 -0.06534687 -0.006470175
#> exo3       0.04728613 0.02360661  0.01901334  0.081249509
#> 
#> $LUX$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5812105 0.2816842  -1.0079060   -0.1983090
#> lag1_var2  1.5342604 0.9281954   0.6614926    3.1177303
#> lag1_var3  1.5197090 1.5927587  -0.0592556    4.2597446
#> lag1_var4 -1.2995545 1.5197905  -3.9115223    0.1956749
#> const      3.4082680 2.8991404  -1.5187777    6.3392294
#> exo1       0.8273122 0.5301192   0.1715738    1.6499784
#> exo2       0.9706726 0.3414630   0.5192894    1.4358102
#> exo3      -1.2432829 0.7259217  -2.2875191   -0.3815160
#> 
#> $LUX$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   1.2010777 0.5416941   0.4762320   1.93901360
#> lag1_var2  -2.4659685 1.2737701  -3.9959430  -0.86400322
#> lag1_var3  -3.6303015 2.3891303  -6.3694138  -0.75482114
#> lag1_var4   4.2734645 2.2284582   1.5628156   6.88442311
#> const     -10.0264545 6.0639994 -17.1828576  -0.31567772
#> exo1       -0.6686899 0.5615722  -1.5089305  -0.06117761
#> exo2       -0.5314964 0.6239304  -1.5987838   0.07341871
#> exo3        1.0284236 0.8711861  -0.2317684   1.95587952
#> 
#> $LUX$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.90413018 0.5617785   0.1752175   1.56834989
#> lag1_var2 -1.93129121 1.4658775  -4.0286024  -0.06774067
#> lag1_var3 -3.35803382 2.6765650  -7.0240805   0.11459791
#> lag1_var4  4.13970839 2.5163535   0.8961095   7.64278759
#> const     -9.64185208 6.7284133 -16.5824741   1.00589204
#> exo1      -0.22516945 0.7076415  -1.3553681   0.57033186
#> exo2       0.08256363 0.6118131  -0.9785746   0.66193779
#> exo3       0.33776119 1.0268998  -1.0965792   1.73225872
#> 
#> 
#> 
#> $LVA
#> $LVA$Sigma
#> $LVA$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001906127 0.0004104644 0.001374422  0.002449228
#> 
#> $LVA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.08869423 0.02212312  -0.1238482  -0.06181835
#> Sigma[2,2]  5.62791767 1.33959978   3.8734907   7.63203162
#> 
#> $LVA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05972239 0.01457773  0.04126697   0.08310004
#> Sigma[3,2] -3.56314435 0.85354970 -4.93913469  -2.46389244
#> Sigma[3,3]  2.63377745 0.60367424  1.93003708   3.64578791
#> 
#> $LVA$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.007324314 0.005439565 -0.0005031221   0.01364799
#> Sigma[4,2] -0.203150990 0.290114294 -0.5654135921   0.24228291
#> Sigma[4,3]  0.555752618 0.204400525  0.2733035159   0.84601801
#> Sigma[4,4]  0.491463730 0.089412964  0.3785810082   0.62865118
#> 
#> 
#> $LVA$A
#> $LVA$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0481201517 0.02723593  1.00482697   1.08131326
#> lag1_var2 -0.0114204579 0.05316540 -0.07516270   0.07171496
#> lag1_var3 -0.0256383465 0.09153311 -0.13552635   0.11726292
#> lag1_var4 -0.0006270498 0.08473225 -0.13221106   0.10432706
#> const      0.3988875919 0.29934567  0.02112113   0.83806313
#> exo1      -0.0225870521 0.03974414 -0.06742705   0.03764762
#> exo2      -0.0075031979 0.04238796 -0.05020329   0.06586066
#> exo3       0.0722113575 0.05021061 -0.01098294   0.12813094
#> 
#> $LVA$A$equation2
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -5.786874  1.720570   -7.777146    -2.836647
#> lag1_var2  7.222758  3.333863    2.145265    10.855727
#> lag1_var3 11.220939  5.695438    2.470654    17.479912
#> lag1_var4 -9.343736  5.188465  -15.112223    -1.431049
#> const     31.297026 17.462774    3.967754    50.858315
#> exo1      -0.265918  1.835386   -3.037156     1.946316
#> exo2      -1.250788  2.300247   -4.547165     1.503775
#> exo3      -1.391006  2.248905   -4.137554     2.216862
#> 
#> $LVA$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   3.7028996  1.0429747   2.1414980    4.9774735
#> lag1_var2  -3.4760172  2.0655640  -5.9314255   -0.1547495
#> lag1_var3  -5.1860235  3.5385026  -9.3726463    0.5343065
#> lag1_var4   4.9376019  3.2595434  -0.3505804    8.8011626
#> const     -16.1408744 10.9878612 -27.4794041    1.2312392
#> exo1        0.7947980  0.9077265  -0.3282240    2.2285871
#> exo2        0.4956665  1.4724236  -1.2836179    2.4933469
#> exo3       -0.2248338  1.6619788  -2.5279778    2.1761946
#> 
#> $LVA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.25959600 0.5207312 -0.65728794    0.7510130
#> lag1_var2  0.48864823 0.7644687 -0.21959720    1.6802916
#> lag1_var3  0.94384396 1.2908179 -0.26699760    2.9647828
#> lag1_var4 -0.04984902 1.1411597 -1.73801707    1.0558426
#> const      1.05042367 2.8395973 -2.60763555    5.0452159
#> exo1       0.70778413 0.6312318 -0.07052525    1.7004112
#> exo2      -0.27040833 0.7247702 -1.28187624    0.7322111
#> exo3      -1.14339604 0.7156431 -2.16470672   -0.1803687
#> 
#> 
#> 
#> $MAC
#> $MAC$Sigma
#> $MAC$Sigma$equation1
#>                mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.017291 0.004251207  0.01145974   0.02289297
#> 
#> $MAC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02788423 0.01306366 -0.04606481   -0.0113784
#> Sigma[2,2]  0.29231987 0.11124725  0.15627978    0.4586058
#> 
#> $MAC$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02269237 0.03099686 -0.02114682   0.06664934
#> Sigma[3,2] -0.20039172 0.10764550 -0.37619485  -0.08956525
#> Sigma[3,3]  0.70726666 0.17178736  0.49794860   0.96879808
#> 
#> $MAC$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.004584700 0.03118196 -0.03971601   0.04849990
#> Sigma[4,2] -0.009362252 0.06074857 -0.10486346   0.05921742
#> Sigma[4,3]  0.601152083 0.14604483  0.43377823   0.80679277
#> Sigma[4,4]  0.621484229 0.14491556  0.47382605   0.82691534
#> 
#> 
#> $MAC$A
#> $MAC$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.08592909 0.07737983   0.9844214   1.20413290
#> lag1_var2 -0.32991511 0.28336770  -0.7273244   0.06444269
#> lag1_var3 -0.54101787 0.46180162  -1.1677956   0.11778743
#> lag1_var4  0.51479047 0.44471008  -0.1254247   1.11790830
#> const     -0.34052609 0.64583101  -1.0666928   0.57207219
#> exo1      -0.08640230 0.11552931  -0.2464476   0.08075284
#> exo2      -0.75949596 0.10433228  -0.8988017  -0.61253564
#> exo3       0.08004877 0.15503971  -0.1678760   0.21355654
#> 
#> $MAC$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.37218548 0.5152154  -2.0189594   -0.6597460
#> lag1_var2  4.10205362 1.1020963   2.5443726    5.7000177
#> lag1_var3  5.12597146 1.7572223   2.5847743    7.6049837
#> lag1_var4 -4.83351015 1.6516997  -7.1445848   -2.4070419
#> const     14.32948752 5.9173893   5.3335920   21.1955098
#> exo1       0.06089351 0.3560426  -0.5016534    0.4961888
#> exo2       0.92100054 0.5316256   0.2640335    1.6310531
#> exo3      -0.39557356 0.3856784  -0.8472012    0.1230529
#> 
#> $MAC$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   2.0543307 0.2753578   1.7368559     2.453152
#> lag1_var2  -4.6941127 0.9271927  -5.8764011    -3.371152
#> lag1_var3  -6.3569259 1.5691484  -8.4204368    -4.196675
#> lag1_var4   6.8088768 1.5346001   4.6968950     8.807622
#> const     -12.9387615 4.9841525 -19.7702009    -6.403032
#> exo1        0.8784619 0.9461106  -0.4514307     2.224301
#> exo2       -2.8205068 0.7287754  -3.8700547    -1.878111
#> exo3        0.7817799 0.9334721  -0.6363946     1.732466
#> 
#> $MAC$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1843230 0.2601909   0.8278932     1.524528
#> lag1_var2 -2.3097214 0.7103101  -3.3721468    -1.411893
#> lag1_var3 -3.4499503 1.2476415  -5.2654783    -1.910015
#> lag1_var4  4.0994458 1.2216759   2.5665050     5.846488
#> const     -4.6010281 3.8211111  -9.3466961     1.394762
#> exo1       0.9540993 0.9674575  -0.2705661     2.290820
#> exo2      -2.2525353 0.6954233  -3.2815585    -1.474217
#> exo3       0.5320512 0.9423561  -0.8166400     1.720924
#> 
#> 
#> 
#> $MAR
#> $MAR$Sigma
#> $MAR$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001083871 0.0002530992 0.0007375664  0.001426897
#> 
#> $MAR$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007624845 0.00254049 -0.01146696 -0.004375933
#> Sigma[2,2]  0.199998998 0.01868078  0.18056622  0.231551879
#> 
#> $MAR$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0006665769 0.002068933 -0.00224834  0.003389336
#> Sigma[3,2] -0.0682395518 0.020908813 -0.09792700 -0.041185635
#> Sigma[3,3]  0.1151759409 0.023688637  0.08896364  0.153108748
#> 
#> $MAR$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.003744074 0.002229173 -0.006629452 -0.0006735569
#> Sigma[4,2]  0.037570479 0.024847432  0.001803663  0.0648446055
#> Sigma[4,3]  0.089103228 0.018502708  0.066512379  0.1170157491
#> Sigma[4,4]  0.120244189 0.019568287  0.092048633  0.1421644526
#> 
#> 
#> $MAR$A
#> $MAR$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  1.010579777 0.02492280  0.986000398  1.048758055
#> lag1_var2 -0.060303540 0.05050931 -0.129298154  0.003368647
#> lag1_var3 -0.118864332 0.10345922 -0.268181219  0.004379189
#> lag1_var4  0.110261035 0.09522638 -0.004551769  0.245068098
#> const      0.211025191 0.27587372 -0.216904995  0.429411705
#> exo1       0.008551759 0.03571249 -0.048640839  0.048417599
#> exo2      -0.094514828 0.02769207 -0.129871096 -0.051540915
#> exo3       0.042386416 0.03855674 -0.013641192  0.095694394
#> 
#> $MAR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.6174539 0.5182824  -1.4722709  -0.01864039
#> lag1_var2  2.0258048 1.0963934   0.8800615   3.73302542
#> lag1_var3  2.2240987 2.2554980  -0.1682056   5.75967074
#> lag1_var4 -2.0421075 2.0958274  -5.3120097   0.16678006
#> const      7.1489872 5.7145687   0.3002855  16.10056496
#> exo1       0.3283912 0.6924854  -0.5864529   1.24745215
#> exo2       1.7627673 0.5332190   0.8187433   2.26647532
#> exo3      -0.2130227 0.4826359  -0.8127385   0.47007914
#> 
#> $MAR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06263339 0.4738896  -0.6794046    0.6374656
#> lag1_var2  0.02105401 0.9943073  -1.3427102    1.2818383
#> lag1_var3  0.87866484 2.0353165  -1.9580506    3.4637697
#> lag1_var4  0.10693983 1.8749602  -2.2633972    2.7158118
#> const      1.28096618 4.5435888  -5.5339020    6.8854415
#> exo1       0.16065611 0.2877582  -0.1554792    0.6317843
#> exo2      -1.60646919 0.3688118  -2.0579583   -1.0114118
#> exo3       0.75200991 0.3552435   0.3106598    1.2602758
#> 
#> $MAR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4496465 0.2874787  -0.8939185   -0.1526482
#> lag1_var2  0.8633703 0.6066464   0.1816231    1.8026159
#> lag1_var3  1.6365950 1.2321718   0.2969378    3.5456435
#> lag1_var4 -0.5063409 1.1323455  -2.2745570    0.7335610
#> const      4.0511095 2.9713199   1.4883503    8.3947045
#> exo1       0.3596158 0.3624801  -0.1554216    0.8393466
#> exo2      -0.9176648 0.4218936  -1.4896474   -0.3523295
#> exo3       0.6917478 0.3709242   0.2433287    1.2218658
#> 
#> 
#> 
#> $MDA
#> $MDA$Sigma
#> $MDA$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00657219 0.002110397 0.004481175  0.009814421
#> 
#> $MDA$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.06014295 0.03092531  -0.1056837  -0.02903509
#> Sigma[2,2]  1.31598612 0.50043188   0.7203679   2.08995401
#> 
#> $MDA$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05819308 0.02640541   0.0288014   0.09983472
#> Sigma[3,2] -1.21009766 0.42181040  -1.8279190  -0.76847774
#> Sigma[3,3]  2.42270561 0.50514070   1.8470105   3.24344598
#> 
#> $MDA$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.02204778 0.01433145  0.003874779   0.04198532
#> Sigma[4,2] -0.42372150 0.19088489 -0.769151737  -0.25360809
#> Sigma[4,3]  1.74209873 0.39975762  1.348278406   2.37609901
#> Sigma[4,4]  1.53424760 0.36691629  1.107582218   2.09703274
#> 
#> 
#> $MDA$A
#> $MDA$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.90824025 0.05498501  0.8350489429   0.98858133
#> lag1_var2  0.20356463 0.15533490 -0.0007851888   0.40488788
#> lag1_var3  0.33362003 0.26418453 -0.0190790617   0.67077629
#> lag1_var4 -0.32000860 0.25641621 -0.6459214932   0.02122284
#> const      1.20617180 0.76777816  0.0430661052   2.09707015
#> exo1       0.10108832 0.08171371  0.0160330186   0.23442570
#> exo2      -0.05029706 0.06071071 -0.1265774359   0.04252714
#> exo3       0.05970510 0.06297221 -0.0084715196   0.16426690
#> 
#> $MDA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.33076792 0.7751806  -0.4816498    1.5855960
#> lag1_var2 -0.34372560 2.3065450  -4.0989303    2.0360085
#> lag1_var3 -2.02647689 3.9134798  -8.3148612    2.0065993
#> lag1_var4  1.94334232 3.7915930  -1.9720223    8.0326659
#> const     -1.62346901 9.8217755 -16.5425056   10.2631992
#> exo1      -1.42290918 0.8331937  -2.6057376   -0.3726959
#> exo2      -1.30816813 1.2102481  -2.4688933    0.7175657
#> exo3      -0.06268271 0.8280669  -1.1806785    1.1071270
#> 
#> $MDA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8484171  1.168509  -0.6529605     2.613886
#> lag1_var2 -1.5927414  2.794801  -4.7070436     2.589059
#> lag1_var3 -1.5525350  4.757128  -7.0004824     5.586437
#> lag1_var4  2.3938046  4.642119  -4.6051459     7.635788
#> const     -8.7857460 19.510643 -39.0555676    15.359822
#> exo1       0.5844488  1.248442  -1.1958411     2.026597
#> exo2       2.0651125  1.151246   0.5246287     3.596382
#> exo3       2.0771439  1.382223   0.9610041     4.208815
#> 
#> $MDA$A$equation4
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1   1.1432627  0.9427926   0.07077756    2.7367492
#> lag1_var2  -2.2861969  1.9966393  -4.60337514    0.7165300
#> lag1_var3  -3.5757936  3.3466651  -7.53508800    1.4911824
#> lag1_var4   4.3658126  3.2670283  -0.59672035    8.2274357
#> const     -11.8275197 16.9851554 -40.26235105    7.7359708
#> exo1       -0.2712595  1.1487667  -2.23667067    0.8019209
#> exo2        1.2770992  0.7439856   0.23356326    2.2093708
#> exo3        1.9863964  1.1453870   0.95973880    3.7522028
#> 
#> 
#> 
#> $MDG
#> $MDG$Sigma
#> $MDG$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001293943 0.000270688 0.001018211  0.001758791
#> 
#> $MDG$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.004184843 0.002829861 -0.008264555 -0.0005913354
#> Sigma[2,2]  0.344109787 0.065670372  0.259451899  0.4308952664
#> 
#> $MDG$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00371628 0.002533714  0.0001790617  0.007049806
#> Sigma[3,2] -0.29650140 0.056363650 -0.3723990124 -0.224588373
#> Sigma[3,3]  0.26048317 0.049330545  0.1980439493  0.328076991
#> 
#> $MDG$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1] 0.0001055207 0.0005696949 -0.0003924079  0.001009899
#> Sigma[4,2] 0.0011784216 0.0080961942 -0.0097263851  0.012670854
#> Sigma[4,3] 0.0041414684 0.0075975072 -0.0058361635  0.015612478
#> Sigma[4,4] 0.0053681565 0.0015198893  0.0037836972  0.007641239
#> 
#> 
#> $MDG$A
#> $MDG$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97470370 0.02948240  0.944797889   1.01721550
#> lag1_var2  0.03563196 0.10303037 -0.080033106   0.18328944
#> lag1_var3  0.04837502 0.11789244 -0.078252864   0.22063930
#> lag1_var4 -0.04858705 0.11947423 -0.218131799   0.08716659
#> const      0.65057678 0.55796435 -0.152870853   1.35405654
#> exo1       0.01546258 0.03895733 -0.042133431   0.06378516
#> exo2      -0.09310485 0.03350724 -0.135071854  -0.04474571
#> exo3       0.02382535 0.03599823 -0.009660125   0.08334136
#> 
#> $MDG$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07285365 0.4750133  -0.7046626    0.4085059
#> lag1_var2  1.20259986 3.0365029  -3.3802307    4.1760764
#> lag1_var3  0.33580824 3.5619464  -5.0583066    3.7636512
#> lag1_var4 -0.34471319 3.5703187  -3.9047227    5.0624589
#> const      2.72039629 8.5613114  -8.5579125   14.4696029
#> exo1       0.32215269 0.5015444  -0.3217444    1.0104291
#> exo2       0.49744615 0.5186574  -0.2488562    1.0596854
#> exo3       0.06004759 0.8035234  -1.3043161    0.8212745
#> 
#> $MDG$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1628644 0.3921235  -0.2300915    0.6776992
#> lag1_var2 -0.3675483 2.6018661  -2.9839849    3.5912849
#> lag1_var3  0.4430954 3.0454401  -2.5679214    5.0877915
#> lag1_var4  0.5172480 3.0614070  -4.1590680    3.6289996
#> const     -0.7204088 7.3366470 -10.9672720    9.0306545
#> exo1      -0.2853734 0.4778458  -0.9046411    0.3433886
#> exo2      -1.2561598 0.4748249  -1.7967083   -0.5835189
#> exo3       0.2080915 0.7020400  -0.5043473    1.3952471
#> 
#> $MDG$A$equation4
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.102516454 0.05194723  0.049373722    0.1927059
#> lag1_var2  0.284654172 0.19681893  0.033425744    0.5854445
#> lag1_var3  0.284892389 0.23008781 -0.002774045    0.6370697
#> lag1_var4  0.682732280 0.23497694  0.323664546    0.9821783
#> const      0.275116390 0.86849554 -0.846127970    1.5832869
#> exo1      -0.007533516 0.07518796 -0.093910773    0.1034931
#> exo2      -0.863679883 0.06331271 -0.958653363   -0.7807313
#> exo3       0.261756067 0.06535635  0.169553657    0.3431368
#> 
#> 
#> 
#> $MDV
#> $MDV$Sigma
#> $MDV$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003628484 0.0007403927 0.002817749  0.004819624
#> 
#> $MDV$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005670639 0.006220147 -0.01418343  0.001952488
#> Sigma[2,2]  0.254669619 0.043453421  0.19203774  0.305433248
#> 
#> $MDV$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01300703 0.009731351  0.001823775   0.02749392
#> Sigma[3,2] -0.29157903 0.058789617 -0.383801963  -0.22183503
#> Sigma[3,3]  0.47893089 0.139318030  0.328819496   0.69598914
#> 
#> $MDV$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01057014 0.007985285  0.002314317   0.02369391
#> Sigma[4,2] -0.16981482 0.048155129 -0.245961631  -0.11606277
#> Sigma[4,3]  0.34420811 0.116924896  0.220174679   0.52130231
#> Sigma[4,4]  0.26832185 0.097117655  0.168432496   0.41258961
#> 
#> 
#> $MDV$A
#> $MDV$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96439849 0.06137029  0.87284905    1.0423143
#> lag1_var2 -0.02580119 0.10793022 -0.12291427    0.1511824
#> lag1_var3 -0.04871212 0.20091790 -0.23298746    0.2774509
#> lag1_var4  0.05428085 0.18712268 -0.24838730    0.2306064
#> const      0.51932000 0.64218167 -0.44372212    1.2306398
#> exo1       0.03986710 0.06695657 -0.04049841    0.1499631
#> exo2      -0.43955773 0.04420985 -0.50110189   -0.3857748
#> exo3       0.19973614 0.06868945  0.13425837    0.3169765
#> 
#> $MDV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.4866885 0.2988274  -1.9281361   -1.1434712
#> lag1_var2  4.2052888 0.3467214   3.7800579    4.6380522
#> lag1_var3  5.9542391 0.6404820   5.1702050    6.7664500
#> lag1_var4 -5.6077403 0.5880177  -6.3592128   -4.8797351
#> const     13.7021597 4.1348641   7.6271026   19.1599041
#> exo1       0.4747096 0.5958976  -0.4523204    1.1738467
#> exo2       1.0012893 0.4699237   0.4111917    1.6615602
#> exo3      -0.2267173 0.4397996  -0.8184776    0.3435189
#> 
#> $MDV$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   1.6740804 0.5147595   0.92611170    2.3751348
#> lag1_var2  -4.0422596 0.7424932  -5.00602129   -3.1141448
#> lag1_var3  -6.4477479 1.3701684  -8.20154719   -4.7615984
#> lag1_var4   7.0851610 1.2756606   5.53561744    8.7118396
#> const     -16.2487782 5.8982428 -24.32606795   -7.6220291
#> exo1       -0.5817786 0.7318979  -1.57339097    0.5163395
#> exo2       -5.2644306 0.8893273  -6.64359999   -4.3274833
#> exo3        0.9898312 0.7630843  -0.07480221    2.0717714
#> 
#> $MDV$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   0.9938980 0.4539916   0.34290656    1.5609522
#> lag1_var2  -2.2990770 0.6807706  -3.28882313   -1.3924849
#> lag1_var3  -4.2007609 1.2533796  -6.00388273   -2.5477490
#> lag1_var4   5.0167955 1.1613786   3.50520174    6.6733551
#> const     -10.9976541 4.6250513 -16.70438716   -4.5401703
#> exo1       -0.3858727 0.5038946  -1.09015546    0.2726019
#> exo2       -4.8670392 0.7263974  -5.97006156   -4.1863986
#> exo3        0.9338282 0.6052229   0.09577506    1.7522416
#> 
#> 
#> 
#> $MEX
#> $MEX$Sigma
#> $MEX$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0006517346 0.0001319311 0.000481113 0.0008157864
#> 
#> $MEX$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01227839 0.002340372 -0.01578136 -0.009385663
#> Sigma[2,2]  0.46160553 0.088621877  0.38030895  0.617268780
#> 
#> $MEX$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01095372 0.003846077  0.006231157   0.01634092
#> Sigma[3,2] -0.27400754 0.064770628 -0.347031184  -0.17660455
#> Sigma[3,3]  0.39383175 0.111864653  0.266698718   0.54343365
#> 
#> $MEX$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.003741788 0.003391076  0.0002709457  0.008854222
#> Sigma[4,2] 0.002503282 0.074324380 -0.0895836314  0.118602031
#> Sigma[4,3] 0.239078836 0.085100941  0.1401069498  0.358471459
#> Sigma[4,4] 0.250432512 0.069055029  0.1628655712  0.328881748
#> 
#> 
#> $MEX$A
#> $MEX$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.974340092 0.01967794  0.94570488   0.99993288
#> lag1_var2  0.043639568 0.07947793 -0.05879441   0.15329739
#> lag1_var3  0.058082689 0.13110274 -0.10930692   0.24087460
#> lag1_var4 -0.057077842 0.12774801 -0.23267836   0.11080466
#> const      0.638461166 0.25494916  0.32702887   1.00832650
#> exo1       0.004431109 0.03167646 -0.02885912   0.05005405
#> exo2      -0.089887886 0.03572708 -0.12458518  -0.02828886
#> exo3       0.020144329 0.03504464 -0.02859657   0.06863437
#> 
#> $MEX$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3567229 0.6820078  -1.0741108    0.6722849
#> lag1_var2  1.3450100 2.1983921  -1.8376011    3.9731967
#> lag1_var3  1.1587845 3.6337503  -4.0063098    5.5139299
#> lag1_var4 -1.0551156 3.5328647  -5.2761361    4.1172201
#> const      4.9085303 7.5114735  -7.0595166   14.2639404
#> exo1      -0.1091850 0.7741551  -0.9521719    1.1793165
#> exo2       0.8277131 0.8488912  -0.5258593    1.8097020
#> exo3       0.3410857 1.0722942  -0.9408727    1.8127774
#> 
#> $MEX$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8824108 0.2867442   0.4524283     1.280144
#> lag1_var2  0.6492610 1.8783722  -1.9748818     2.974732
#> lag1_var3  1.4626656 3.0876067  -2.8520435     5.346474
#> lag1_var4 -0.9252479 3.0986789  -4.8726638     3.358655
#> const      2.1075164 3.0721212  -2.2517992     5.630567
#> exo1       0.4616133 0.5506092  -0.2408253     1.255622
#> exo2      -4.1609512 0.7460231  -5.0592232    -2.983851
#> exo3       0.5377744 0.8628815  -0.7857111     1.483977
#> 
#> $MEX$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6923329 0.3630074   0.1712688     1.200773
#> lag1_var2  1.2106339 1.6838206  -1.1549337     3.334339
#> lag1_var3  1.7375445 2.7451086  -2.1326175     5.183778
#> lag1_var4 -1.1311920 2.7151767  -4.5791956     2.656047
#> const      3.9673298 5.1210252  -2.0756311    10.872041
#> exo1       0.4112033 0.4923551  -0.2163328     1.037078
#> exo2      -3.8337125 0.4152554  -4.3440518    -3.328780
#> exo3       0.7881759 0.6012997  -0.2088377     1.492804
#> 
#> 
#> 
#> $MKD
#> $MKD$Sigma
#> $MKD$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005957703 0.0001091725 0.0004984831 0.0007744277
#> 
#> $MKD$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.004325624 0.01232129 -0.02040939   0.01272077
#> Sigma[2,2]  2.795481835 0.62126822  2.00409708   3.73786034
#> 
#> $MKD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002032473 0.007034949 -0.008053823   0.01017736
#> Sigma[3,2] -1.473473984 0.286519664 -1.886321739  -1.09967795
#> Sigma[3,3]  0.971839528 0.171617302  0.739532802   1.21001191
#> 
#> $MKD$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.0005684093 0.002780218 -0.00439474  0.003179723
#> Sigma[4,2]  0.1038858665 0.190489286 -0.16421544  0.361612841
#> Sigma[4,3]  0.2171983276 0.116914288  0.06898530  0.375308014
#> Sigma[4,4]  0.3865126656 0.080659964  0.30474043  0.509598988
#> 
#> 
#> $MKD$A
#> $MKD$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  1.04750299 0.01418692  1.0285338976  1.066814929
#> lag1_var2 -0.02746415 0.01278239 -0.0446053276 -0.009274498
#> lag1_var3 -0.05453521 0.02434134 -0.0868727208 -0.020218946
#> lag1_var4  0.02590945 0.01899260 -0.0011530058  0.050883555
#> const      0.42771936 0.12125229  0.2613653657  0.591280479
#> exo1       0.01976142 0.02135988 -0.0098172280  0.044204492
#> exo2      -0.02579668 0.02782257 -0.0663933805  0.012187152
#> exo3       0.04366616 0.02958608 -0.0001164785  0.077050380
#> 
#> $MKD$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -4.3295254 1.0264669   -5.834311   -3.0084110
#> lag1_var2  3.4101633 0.9750248    1.994922    4.6207631
#> lag1_var3  4.5380657 1.8295522    1.853873    6.7468850
#> lag1_var4 -2.9731010 1.5359069   -4.778421   -0.7084285
#> const     14.9217692 8.7354753    6.307305   28.4707089
#> exo1      -0.2656348 0.9874023   -1.202326    1.4321443
#> exo2      -0.8053194 2.2234115   -3.429632    2.7543080
#> exo3       0.6083720 1.4775940   -1.195099    2.6157289
#> 
#> $MKD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  2.5139651 0.6930666   1.5721389    3.4077055
#> lag1_var2 -1.2090089 0.6946643  -2.1113348   -0.2328064
#> lag1_var3 -1.3170409 1.3067310  -2.9987522    0.5515067
#> lag1_var4  1.3690711 1.0586728  -0.1613118    2.6892904
#> const     -7.1366341 5.0484052 -15.0935214   -1.7070579
#> exo1       0.4493547 0.7369228  -0.5748034    1.2948499
#> exo2       0.4345058 1.2060749  -1.1721048    1.9129768
#> exo3      -0.2100732 1.0390128  -1.7402134    1.0477213
#> 
#> $MKD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.19371041 0.6075446  -0.4491088    1.0899625
#> lag1_var2  0.28744380 0.4478078  -0.3546758    0.8242397
#> lag1_var3  0.49251108 0.8374948  -0.7431895    1.4893895
#> lag1_var4  0.43448764 0.5874178  -0.2773850    1.2900479
#> const     -1.10951039 3.3906308  -6.0843820    3.2312829
#> exo1       0.46797636 0.4995095  -0.2098995    1.1406473
#> exo2      -0.01486472 0.8218509  -1.3618198    0.7214708
#> exo3       0.10533858 0.7308463  -0.6596915    1.2637250
#> 
#> 
#> 
#> $MLI
#> $MLI$Sigma
#> $MLI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001015055 0.0001565001 0.000820781  0.001231074
#> 
#> $MLI$Sigma$equation2
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[2,1] -0.001164934 0.0005611289 -0.00197080 -0.000375481
#> Sigma[2,2]  0.024498776 0.0064571629  0.01943497  0.036034901
#> 
#> $MLI$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  1.625933e-05 0.001214671 -0.001912514  0.001219999
#> Sigma[3,2] -1.390300e-02 0.006433133 -0.023513921 -0.006507832
#> Sigma[3,3]  7.515931e-02 0.011080187  0.060193327  0.090886409
#> 
#> $MLI$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0008212822 0.001065743 -0.002420196 0.0006001966
#> Sigma[4,2]  0.0029036780 0.004184342 -0.003551345 0.0079151350
#> Sigma[4,3]  0.0665361181 0.010624392  0.050724317 0.0779441813
#> Sigma[4,4]  0.0694769210 0.011941254  0.053432587 0.0839378855
#> 
#> 
#> $MLI$A
#> $MLI$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  1.000347278 0.005131007  0.99217367  1.006279267
#> lag1_var2 -0.083615360 0.084405030 -0.17206151  0.055678336
#> lag1_var3 -0.122712690 0.138962680 -0.26503999  0.105253677
#> lag1_var4  0.118914234 0.141738957 -0.11314914  0.261877946
#> const      0.298264329 0.354697689 -0.03415316  0.883165299
#> exo1       0.004932246 0.029341022 -0.03893625  0.043682017
#> exo2      -0.039417058 0.030010620 -0.08760569 -0.003755832
#> exo3      -0.028027560 0.046205589 -0.08496270  0.030628180
#> 
#> $MLI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.24965701 0.09812538   0.1085577    0.3814223
#> lag1_var2  1.66660573 0.65073333   0.8674444    2.5951464
#> lag1_var3  1.66485494 1.04483610   0.3462009    3.1681071
#> lag1_var4 -1.79945926 1.05710669  -3.3306261   -0.4616321
#> const      4.47946853 2.39506020   1.6544741    7.8026213
#> exo1       0.02585561 0.14170733  -0.1055397    0.2623018
#> exo2       0.82569565 0.18515230   0.5628924    1.0850868
#> exo3      -1.03074973 0.22184427  -1.2852171   -0.6968118
#> 
#> $MLI$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.44510490 0.1001353  -0.5713547   -0.3262684
#> lag1_var2  0.74512646 1.0682753  -0.7703656    2.0346066
#> lag1_var3  1.24190352 1.5879079  -0.8947415    3.2076103
#> lag1_var4 -0.14566423 1.6152186  -2.1641820    1.9995575
#> const      2.51127780 3.0572925  -1.7140567    6.2653190
#> exo1       0.03627463 0.2426017  -0.2483271    0.3648830
#> exo2      -2.00845520 0.2549137  -2.4358609   -1.7471389
#> exo3       0.42031450 0.5399708  -0.1365687    1.3435023
#> 
#> $MLI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.27683486 0.1063766  -0.4355149   -0.1495463
#> lag1_var2  1.64250374 0.8363402   0.7568224    2.7761947
#> lag1_var3  2.01010600 1.2406863   0.3721012    3.7149360
#> lag1_var4 -0.99045757 1.2626528  -2.7280402    0.6863201
#> const      4.54480908 3.2744116   0.3206203    9.1597443
#> exo1       0.05594038 0.2160977  -0.1657419    0.3511954
#> exo2      -1.49965086 0.2027664  -1.8247279   -1.2837050
#> exo3      -0.27656677 0.5135078  -0.7169069    0.6689412
#> 
#> 
#> 
#> $MLT
#> $MLT$Sigma
#> $MLT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009815943 0.0001390095 0.0007801465  0.001161278
#> 
#> $MLT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003644308 0.001401564 -0.005414935 -0.001550533
#> Sigma[2,2]  0.116550571 0.034478686  0.068801873  0.161951783
#> 
#> $MLT$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0005699948 0.003626197 -0.004535026  0.005568271
#> Sigma[3,2] -0.1163293787 0.051615147 -0.196058906 -0.056367994
#> Sigma[3,3]  0.3037834418 0.060168474  0.235577574  0.397616433
#> 
#> $MLT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001222837 0.003622189 -0.006595625  0.003454412
#> Sigma[4,2] -0.059558920 0.042156593 -0.126707654 -0.016663618
#> Sigma[4,3]  0.263643801 0.046043988  0.202791114  0.326036809
#> Sigma[4,4]  0.253200655 0.040587071  0.192029811  0.296897453
#> 
#> 
#> $MLT$A
#> $MLT$A$equation1
#>                  mean         sd 5% quantile  95% quantile
#> lag1_var1  0.97023381 0.01770339  0.95043291  9.962299e-01
#> lag1_var2 -0.02999068 0.02774960 -0.07204394 -8.355625e-05
#> lag1_var3 -0.06842940 0.04153266 -0.13060857 -1.699950e-02
#> lag1_var4  0.07207799 0.03824429  0.02405947  1.304420e-01
#> const      0.50730889 0.15208806  0.30983670  6.968086e-01
#> exo1       0.00764128 0.03140409 -0.02895606  5.790956e-02
#> exo2      -0.14916595 0.02950728 -0.18596654 -1.065002e-01
#> exo3       0.01606337 0.02640964 -0.01458506  5.782726e-02
#> 
#> $MLT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04762338 0.1522093  -0.1692087    0.2381511
#> lag1_var2  1.58972143 0.3404565   1.1911791    2.1442957
#> lag1_var3  1.99549409 0.6692772   0.9966641    2.9565619
#> lag1_var4 -2.05235399 0.6434344  -2.9568193   -1.0716162
#> const      4.35274249 2.1472144   1.1609379    6.5106737
#> exo1      -0.54027075 0.2693344  -0.8192093   -0.1554735
#> exo2       1.05559357 0.3255318   0.5461700    1.3692628
#> exo3       0.11380233 0.2995861  -0.2566103    0.5525527
#> 
#> $MLT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.87676092 0.2959313   0.4396429    1.2734644
#> lag1_var2 -2.49893458 0.4531543  -3.1644121   -1.9088098
#> lag1_var3 -3.33116196 1.0091823  -4.5020295   -1.7306744
#> lag1_var4  4.13907850 1.0010761   2.5437027    5.3113159
#> const     -7.74122047 4.1972383 -14.1824043   -2.5088469
#> exo1      -0.10313078 0.4107065  -0.6940913    0.4236131
#> exo2      -1.43668734 0.3835292  -1.9131979   -0.8710299
#> exo3      -0.09259051 0.3280702  -0.5111041    0.3543393
#> 
#> $MLT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.97960403 0.3554950   0.4077620  1.352532429
#> lag1_var2 -2.10944420 0.5347410  -2.9489670 -1.449773080
#> lag1_var3 -3.10122457 1.0541167  -4.4236724 -1.396017802
#> lag1_var4  3.88070878 1.0298143   2.1769770  5.100321596
#> const     -7.20327791 4.1379517 -13.0709288 -1.595960485
#> exo1      -0.39780338 0.3167007  -0.8765418 -0.002948374
#> exo2      -0.85049524 0.3746356  -1.2338373 -0.225384703
#> exo3      -0.08904306 0.3690340  -0.6376392  0.365505084
#> 
#> 
#> 
#> $MMR
#> $MMR$Sigma
#> $MMR$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007319566 0.0002588142 0.0004900467  0.001148957
#> 
#> $MMR$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.002266262 0.001145915 -0.003766455 -0.0006784185
#> Sigma[2,2]  0.071827659 0.017268940  0.049247486  0.0996608587
#> 
#> $MMR$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.002505408 0.002111516 -9.681801e-05  0.005684324
#> Sigma[3,2] -0.084346479 0.025972458 -1.185547e-01 -0.050568698
#> Sigma[3,3]  0.290792850 0.076388698  1.996765e-01  0.405417893
#> 
#> $MMR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001237755 0.001722723 -0.0009735149  0.003835397
#> Sigma[4,2] -0.043693599 0.025426101 -0.0705902701 -0.005755138
#> Sigma[4,3]  0.245317633 0.066452924  0.1603711620  0.340714790
#> Sigma[4,4]  0.222975546 0.059159752  0.1426286695  0.303402436
#> 
#> 
#> $MMR$A
#> $MMR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97714085 0.01290008  0.958991618   0.99199097
#> lag1_var2  0.03385004 0.10837606 -0.059691466   0.20839410
#> lag1_var3  0.13563295 0.19246972 -0.024960240   0.45011929
#> lag1_var4 -0.13786972 0.19284487 -0.452963853   0.02312092
#> const      0.83279405 0.36851471  0.411765901   1.33922642
#> exo1       0.01129913 0.01742058 -0.008897595   0.03919245
#> exo2      -0.11945889 0.02069547 -0.149940041  -0.09562539
#> exo3      -0.13467190 0.02610120 -0.162152283  -0.09168198
#> 
#> $MMR$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06883203 0.1191524  -0.2661852   0.07284712
#> lag1_var2  0.92031160 0.8271471  -0.1057175   2.26963703
#> lag1_var3  0.52790074 1.5366954  -1.3231351   3.10044157
#> lag1_var4 -0.53981498 1.5418598  -3.1237700   1.31499891
#> const      2.77234842 3.4824643  -1.0376503   8.60427547
#> exo1       0.02377991 0.2763826  -0.3506303   0.40031805
#> exo2       0.96563577 0.3122953   0.4941883   1.42055915
#> exo3       2.67828775 0.2507109   2.2982166   2.95978377
#> 
#> $MMR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.28484937 0.1288828 -0.44031328   -0.1004448
#> lag1_var2  1.65890353 1.2715825 -0.07059443    3.2240983
#> lag1_var3  3.33966679 2.2787537  0.17023048    6.1919336
#> lag1_var4 -2.34861458 2.2758029 -5.18881312    0.8241159
#> const      6.89295735 3.8130565  1.00329885   11.3372268
#> exo1       0.09132723 0.3223266 -0.32235673    0.5735901
#> exo2      -0.31952551 0.4388930 -0.77399308    0.3754812
#> exo3      -5.14498883 0.4008310 -5.62507329   -4.5359894
#> 
#> $MMR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3070276 0.1316237  -0.4864050   -0.1328221
#> lag1_var2  1.9716789 1.2654639   0.2439689    3.7503267
#> lag1_var3  3.2567560 2.2952463   0.1035223    6.3367898
#> lag1_var4 -2.2644552 2.2965661  -5.3470600    0.8893653
#> const      7.5553369 4.2325170   1.7687829   13.1701260
#> exo1       0.1028903 0.2176152  -0.1635324    0.4184588
#> exo2       0.2754636 0.4229915  -0.1953582    0.8738432
#> exo3      -3.7017121 0.3489737  -4.1224045   -3.1246643
#> 
#> 
#> 
#> $MNE
#> $MNE$Sigma
#> $MNE$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001106019 0.0002909121 0.0007126715   0.00147862
#> 
#> $MNE$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03178473 0.01047271 -0.04549997  -0.01903992
#> Sigma[2,2]  2.12486655 0.60384261  1.37491407   3.01446231
#> 
#> $MNE$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01548472 0.006086792  0.008392188   0.02449956
#> Sigma[3,2] -1.10411757 0.357221925 -1.659071488  -0.68809201
#> Sigma[3,3]  0.77666434 0.200369053  0.554472020   1.09319177
#> 
#> $MNE$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0007270598 0.002444802 -0.003659886  0.002859484
#> Sigma[4,2] -0.0535488379 0.101948465 -0.200069772  0.052817761
#> Sigma[4,3]  0.2702994768 0.058988168  0.198438472  0.356294280
#> Sigma[4,4]  0.2922599032 0.039260627  0.240187998  0.342338919
#> 
#> 
#> $MNE$A
#> $MNE$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.00818565 0.03194864  0.967814738  1.051876272
#> lag1_var2 -0.04630569 0.03481931 -0.093176613 -0.002849296
#> lag1_var3 -0.09668437 0.07313053 -0.191879639 -0.004296177
#> lag1_var4  0.08768013 0.06262943  0.009333938  0.169421062
#> const      0.24238402 0.25945506 -0.128186082  0.534282573
#> exo1       0.06228282 0.03715798  0.002446157  0.100446934
#> exo2      -0.21394571 0.03471111 -0.268781364 -0.176506389
#> exo3       0.08341036 0.02020891  0.052907582  0.104480741
#> 
#> $MNE$A$equation2
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -1.8159903 1.586184  -3.3600335    0.7269528
#> lag1_var2  2.7782957 1.817686   0.1907735    4.7902799
#> lag1_var3  3.7684774 3.734833  -1.5273430    7.8148311
#> lag1_var4 -3.1815518 3.141854  -6.6159929    1.1823607
#> const     12.4567035 8.664632  -1.1988835   23.6753031
#> exo1      -2.6577337 1.119476  -4.0984901   -1.2459142
#> exo2       2.8229289 1.985428   0.5894489    5.6886170
#> exo3      -0.7586701 1.614695  -2.4392227    1.9136967
#> 
#> $MNE$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.4682524 1.2795257  -0.2399142     3.281097
#> lag1_var2 -1.6249520 1.4019158  -3.6581025     0.308520
#> lag1_var3 -2.3313820 2.9330148  -6.5668061     1.718409
#> lag1_var4  2.8348756 2.4650270  -0.6015090     6.347709
#> const     -7.7296944 7.4524136 -18.9019361     1.848928
#> exo1       1.2302775 0.5425134   0.5357144     2.080451
#> exo2      -5.1441906 1.0240372  -6.5794247    -3.908002
#> exo3       0.7544727 1.0727256  -0.9628754     1.938315
#> 
#> $MNE$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.6421269 0.9032790  -0.41601516    1.9917302
#> lag1_var2 -0.7001007 0.9983828  -2.15402117    0.6048027
#> lag1_var3 -1.3635194 2.0930906  -4.45302836    1.3384856
#> lag1_var4  2.1720042 1.7536841  -0.09099105    4.7778194
#> const     -3.6745428 5.0035245 -11.27398975    3.0029932
#> exo1      -0.1156239 0.4091605  -0.59252580    0.4923831
#> exo2      -4.2689888 0.5347129  -4.93048216   -3.4364272
#> exo3       0.4527065 0.5402246  -0.16414795    1.2064283
#> 
#> 
#> 
#> $MNG
#> $MNG$Sigma
#> $MNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001977929 0.0005222301  0.00131872  0.002699658
#> 
#> $MNG$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01179005 0.00991752 -0.02569438 0.0001976908
#> Sigma[2,2]  0.79989909 0.21506835  0.56434777 1.1079356309
#> 
#> $MNG$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004920111 0.008040231 -0.004457887   0.01714964
#> Sigma[3,2] -0.318496319 0.214457253 -0.665058311  -0.11080365
#> Sigma[3,3]  0.509468323 0.211883198  0.309285249   0.83682672
#> 
#> $MNG$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.002285674 0.008376972 -0.01563092   0.00842154
#> Sigma[4,2]  0.180475210 0.136191609 -0.04844261   0.31237413
#> Sigma[4,3]  0.341738172 0.125142681  0.19642323   0.54187938
#> Sigma[4,4]  0.487908446 0.099650348  0.37463802   0.63217656
#> 
#> 
#> $MNG$A
#> $MNG$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.02050452 0.01412318  0.999146052   1.03702569
#> lag1_var2 -0.05074818 0.06878280 -0.145555936   0.04233671
#> lag1_var3 -0.09174884 0.11744101 -0.248187742   0.06408404
#> lag1_var4  0.08006729 0.11777657 -0.078916918   0.23862833
#> const      0.26401208 0.37419640 -0.243585072   0.77549488
#> exo1       0.01803436 0.02215182 -0.008956497   0.04971128
#> exo2      -0.09959305 0.08733798 -0.191124737   0.03128718
#> exo3      -0.04454346 0.04749653 -0.098165919   0.01860447
#> 
#> $MNG$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1109201 0.5028648  -0.4267359    0.9302083
#> lag1_var2  0.8870116 2.2533431  -2.9504190    3.3755765
#> lag1_var3  0.6941558 3.9833834  -6.0520945    4.9817285
#> lag1_var4 -0.7393479 3.9144725  -5.0002733    5.8800731
#> const      3.4686115 7.6569093  -8.6097835   11.2428542
#> exo1      -0.7366822 0.6582485  -1.3826945    0.2827594
#> exo2      -0.5568814 2.1777689  -3.6372747    2.0795039
#> exo3       0.9604318 1.2949041  -0.7534544    2.6970596
#> 
#> $MNG$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03545382 0.2193518  -0.3442017   0.20871572
#> lag1_var2  2.02629501 1.1962391   0.4638072   3.92769426
#> lag1_var3  3.63948895 2.1299198   1.0299817   7.15814862
#> lag1_var4 -2.78715252 2.1122415  -6.2288356  -0.13968826
#> const      7.08682944 6.2854700  -0.6237915  15.43684337
#> exo1      -1.03383042 0.7162589  -2.0290877  -0.06722083
#> exo2      -0.85468201 1.7619150  -2.8798286   1.79752334
#> exo3      -2.59656379 0.8967883  -3.5516808  -1.23328816
#> 
#> $MNG$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.03705657 0.2804440  -0.3281121   0.44025920
#> lag1_var2  2.36403087 1.3188480   0.6234975   4.41288515
#> lag1_var3  3.72259869 2.4189988   0.6593985   7.49304464
#> lag1_var4 -2.88475703 2.3821957  -6.6051615   0.09633052
#> const      8.25328374 6.5967318  -0.9397677  17.49912890
#> exo1      -1.56244541 0.6572418  -2.4929594  -0.77638284
#> exo2      -1.30068344 1.4327277  -3.3350422   0.65533160
#> exo3      -2.17719677 1.0685190  -3.8625644  -1.12749287
#> 
#> 
#> 
#> $MOZ
#> $MOZ$Sigma
#> $MOZ$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001558843 0.0005617215 0.001081679  0.002572898
#> 
#> $MOZ$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001906063 0.001131168 -0.003831243 -0.0006730938
#> Sigma[2,2]  0.006304416 0.002180859  0.004291236  0.0098674257
#> 
#> $MOZ$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0007570802 0.001493246 -0.001354147  0.002593029
#> Sigma[3,2] -0.0096627811 0.002760394 -0.014067509 -0.006792950
#> Sigma[3,3]  0.0417710130 0.011420040  0.026493215  0.058285615
#> 
#> $MOZ$Sigma$equation4
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0008331264 0.001336751 -0.002366799  0.0009642484
#> Sigma[4,2] -0.0047555014 0.001904120 -0.007632369 -0.0023879734
#> Sigma[4,3]  0.0351489366 0.009778904  0.021505359  0.0486546277
#> Sigma[4,4]  0.0324076211 0.009388639  0.019163282  0.0446827392
#> 
#> 
#> $MOZ$A
#> $MOZ$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00368196 0.01648664  0.98557894   1.02824035
#> lag1_var2 -0.08856532 0.20328411 -0.38164522   0.17641392
#> lag1_var3 -0.09078513 0.30226739 -0.52853340   0.31996880
#> lag1_var4  0.08792249 0.30445494 -0.32571136   0.52862291
#> const      0.25334575 0.65325330 -0.71741494   1.01527228
#> exo1       0.01832147 0.04004133 -0.03930485   0.07387331
#> exo2      -0.07250249 0.04986396 -0.14466672  -0.01184526
#> exo3      -0.03153458 0.04297168 -0.08981329   0.02168079
#> 
#> $MOZ$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.14594092 0.04082467  0.09117655    0.1974640
#> lag1_var2  0.29717401 0.48648944 -0.35759641    0.9435003
#> lag1_var3 -0.34106461 0.72477869 -1.31964964    0.6372529
#> lag1_var4  0.31725527 0.72763028 -0.66362413    1.3000606
#> const     -0.04715498 1.29980739 -1.71623969    1.7297531
#> exo1      -0.03008006 0.06855090 -0.11732465    0.0519110
#> exo2       0.30692011 0.10331362  0.19835085    0.4652317
#> exo3       0.26411287 0.07861350  0.15537234    0.3746373
#> 
#> $MOZ$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.24729848 0.08761642  -0.3456101  -0.10805264
#> lag1_var2  0.97962351 1.16850530  -0.6148070   2.36096448
#> lag1_var3  1.42058821 1.88764102  -0.9236045   3.71377995
#> lag1_var4 -0.41149400 1.90890362  -2.7381338   1.96039876
#> const      2.76161810 4.81105563  -3.9613123   8.68661184
#> exo1       0.01540237 0.19087380  -0.1560272   0.31459080
#> exo2      -0.86845632 0.29721418  -1.2738410  -0.45827720
#> exo3      -0.16787927 0.12958364  -0.2994396   0.04721767
#> 
#> $MOZ$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.135199110 0.07615319 -0.21036455   -0.0219412
#> lag1_var2  0.908375731 0.94912584 -0.44692246    1.9815273
#> lag1_var3  0.764379692 1.54851785 -1.42391948    2.6307949
#> lag1_var4  0.241582578 1.56847942 -1.63887576    2.4614706
#> const      1.561647106 4.30912576 -4.87520546    6.4874196
#> exo1      -0.008342999 0.15245173 -0.16765182    0.2314794
#> exo2      -0.657075592 0.24885025 -0.96210861   -0.2951299
#> exo3       0.035751255 0.10029465 -0.08649329    0.1843529
#> 
#> 
#> 
#> $MRT
#> $MRT$Sigma
#> $MRT$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001459522 0.0003043603 0.001111014  0.001837705
#> 
#> $MRT$Sigma$equation2
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00320594 0.0007598251 -0.004234261 -0.002213325
#> Sigma[2,2]  0.01952897 0.0033898569  0.014946252  0.024919558
#> 
#> $MRT$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00132197 0.001111465  1.612153e-05  0.003055232
#> Sigma[3,2] -0.01442561 0.005092625 -1.965200e-02 -0.006618551
#> Sigma[3,3]  0.03482317 0.009770066  2.073827e-02  0.045894502
#> 
#> $MRT$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0001387375 0.0009446705 -0.001114926  0.001318955
#> Sigma[4,2] -0.0064063674 0.0046643203 -0.010449420  0.001106424
#> Sigma[4,3]  0.0318331096 0.0089623273  0.019064200  0.042662092
#> Sigma[4,4]  0.0325397052 0.0081977035  0.021382558  0.042938588
#> 
#> 
#> $MRT$A
#> $MRT$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.97404107 0.04610721  0.89665475   1.02521239
#> lag1_var2  0.02548561 0.09594234 -0.09230037   0.16753725
#> lag1_var3  0.06572218 0.20450525 -0.13417778   0.40230391
#> lag1_var4 -0.06695596 0.19045999 -0.38215339   0.11651953
#> const      0.70478293 0.51249219  0.19502842   1.54574782
#> exo1      -0.03602404 0.05025044 -0.09450940   0.03162691
#> exo2      -0.05580754 0.03001452 -0.10481639  -0.01929732
#> exo3      -0.04826392 0.02157220 -0.06959654  -0.01579145
#> 
#> $MRT$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.10253028 0.15834725 -0.10042319    0.3165557
#> lag1_var2  0.74091929 0.34783181  0.28393678    1.1794845
#> lag1_var3  0.29167151 0.77176430 -0.80059224    1.1794236
#> lag1_var4 -0.29387052 0.71451939 -1.10916172    0.7259775
#> const      1.68010578 1.38624930 -0.24474434    3.4838028
#> exo1       0.03335869 0.14233557 -0.11975269    0.2582219
#> exo2       0.59495794 0.09772516  0.44667105    0.7042124
#> exo3       0.20870427 0.14390727  0.02138695    0.4051705
#> 
#> $MRT$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.3489859 0.12934526 -0.527189024  -0.16695997
#> lag1_var2  0.5443463 0.27914512  0.125104013   0.86777523
#> lag1_var3  1.2654215 0.66099417  0.351299450   2.16103686
#> lag1_var4 -0.2396709 0.62005616 -1.075631976   0.62391709
#> const      2.2095469 1.63786230 -0.219530948   4.22283064
#> exo1       0.1495396 0.09578121 -0.007161642   0.23594964
#> exo2      -0.4634342 0.12829650 -0.625759696  -0.26852170
#> exo3      -0.2110278 0.14691225 -0.384678199   0.01532384
#> 
#> $MRT$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.3564217 0.1471147 -0.604504277  -0.20161962
#> lag1_var2  0.6805139 0.2921565  0.351609072   1.13785035
#> lag1_var3  0.9087105 0.6458023  0.149521579   1.87043129
#> lag1_var4  0.1627608 0.6066398 -0.739613570   0.88456874
#> const      1.8094757 1.7284085 -0.250190239   4.29853375
#> exo1       0.1848903 0.1090493  0.004127218   0.30794192
#> exo2      -0.2497295 0.1334204 -0.428991260  -0.05127101
#> exo3      -0.1451573 0.1600226 -0.345424309   0.04022666
#> 
#> 
#> 
#> $MUS
#> $MUS$Sigma
#> $MUS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002863078 7.539565e-05 0.0001948543 0.0003845133
#> 
#> $MUS$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001389359 0.001645136 -0.003110093  0.001134855
#> Sigma[2,2]  0.143010143 0.033937499  0.105341799  0.197114691
#> 
#> $MUS$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001390093 0.002766367 -0.002947005  0.004229857
#> Sigma[3,2] -0.101737361 0.066014795 -0.209475690 -0.040266849
#> Sigma[3,3]  0.535858983 0.119073423  0.352869191  0.683088759
#> 
#> $MUS$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0006607487 0.002384098 -0.002672887  0.003799184
#> Sigma[4,2] -0.0203368322 0.055030726 -0.108583437  0.038286482
#> Sigma[4,3]  0.5176274841 0.120013523  0.345557324  0.668299080
#> Sigma[4,4]  0.5491939208 0.131967266  0.388059967  0.736239406
#> 
#> 
#> $MUS$A
#> $MUS$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0067880399 0.01936919  0.98497920   1.03879555
#> lag1_var2 -0.0268803448 0.04391175 -0.09507616   0.01760378
#> lag1_var3 -0.0584119371 0.08263215 -0.18194942   0.02658894
#> lag1_var4  0.0478165582 0.07716882 -0.03253766   0.16453683
#> const      0.4493739080 0.18085703  0.21613351   0.72084796
#> exo1      -0.0001791077 0.02155269 -0.03089791   0.02539029
#> exo2      -0.1818817640 0.01201160 -0.20209472  -0.17009874
#> exo3      -0.0357293625 0.01756173 -0.06260464  -0.01596857
#> 
#> $MUS$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.85931303 0.3449544  -1.2738001   -0.3459533
#> lag1_var2  1.85722172 0.7107529   0.9690845    3.0494787
#> lag1_var3  2.02514670 1.3549836   0.2271922    4.2036913
#> lag1_var4 -1.72822190 1.2705998  -3.7954322   -0.0595941
#> const      4.86274779 3.3911324  -0.5249776    8.6035971
#> exo1      -0.74129457 0.3988346  -1.2345588   -0.1666066
#> exo2       1.93410031 0.3665765   1.3606743    2.2810065
#> exo3       0.03538113 0.3076354  -0.4000971    0.4541007
#> 
#> $MUS$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.009124255 0.6530373  -0.9147516    0.7663457
#> lag1_var2  1.938818372 1.5234016  -0.1717997    4.0876875
#> lag1_var3  4.186939768 2.8260995   0.3484576    8.1927867
#> lag1_var4 -3.349992222 2.6906307  -7.1308927    0.3480417
#> const      9.183591209 8.4372120  -1.4286660   20.8343055
#> exo1       0.318861353 0.6830028  -0.5222570    1.3500784
#> exo2      -4.031625536 0.7643294  -5.1550371   -3.0611448
#> exo3      -3.216673340 0.8418866  -4.4924856   -2.4950370
#> 
#> $MUS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5708582 0.6389986  -1.4445320    0.1674018
#> lag1_var2  2.9364282 1.5133114   1.0819022    5.1687421
#> lag1_var3  5.2402599 2.7927764   1.8909700    9.3994697
#> lag1_var4 -4.1973900 2.6597239  -8.1300423   -0.9589652
#> const     11.5933953 8.3681098   1.5718495   23.4495613
#> exo1      -0.1261353 0.6463009  -0.9399713    0.7767997
#> exo2      -3.1631056 0.8359155  -4.2599871   -2.0068355
#> exo3      -3.4679828 0.8497773  -4.7748209   -2.6410984
#> 
#> 
#> 
#> $MWI
#> $MWI$Sigma
#> $MWI$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002299256 0.0003247835 0.001897646   0.00282263
#> 
#> $MWI$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003597052 0.0009922428 -0.005122585 -0.002417923
#> Sigma[2,2]  0.015314399 0.0020242977  0.012854838  0.018595849
#> 
#> $MWI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.004301085 0.003010954 -0.009062478 -0.001848334
#> Sigma[3,2] -0.004342344 0.010955988 -0.015631246  0.014733121
#> Sigma[3,3]  0.272047146 0.104046467  0.182750817  0.442796450
#> 
#> $MWI$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.007600072 0.003279163 -0.01265446 -0.004651408
#> Sigma[4,2]  0.007835245 0.012031807 -0.00417989  0.029255712
#> Sigma[4,3]  0.282584929 0.110818103  0.18581092  0.468728332
#> Sigma[4,4]  0.303607816 0.118396613  0.19890661  0.506245978
#> 
#> 
#> $MWI$A
#> $MWI$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.018437318 0.04300575  0.96100475   1.07825620
#> lag1_var2 -0.113223768 0.14950695 -0.33097615   0.09222432
#> lag1_var3 -0.175864873 0.23878439 -0.48264398   0.20739663
#> lag1_var4  0.168237726 0.23010044 -0.20033500   0.46426895
#> const      0.101690320 0.51472460 -0.56648981   0.77462163
#> exo1       0.006952466 0.02705789 -0.03246884   0.04162172
#> exo2      -0.015438732 0.05556742 -0.10477564   0.02458391
#> exo3       0.007599999 0.05339246 -0.06721311   0.08015827
#> 
#> $MWI$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.03119408 0.09600883 -0.18296110   0.08674922
#> lag1_var2  0.75605414 0.33469718  0.33330674   1.24618300
#> lag1_var3  0.50759190 0.52409215 -0.03929918   1.39058450
#> lag1_var4 -0.48323172 0.50486905 -1.33296523   0.04676092
#> const      1.97167301 1.19143370  0.61329909   3.95121501
#> exo1      -0.10051668 0.09502134 -0.18772419   0.05073177
#> exo2       0.60779617 0.09415802  0.44379497   0.69017786
#> exo3       0.26151287 0.11489399  0.07846082   0.39913486
#> 
#> $MWI$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3535098 0.3769107  -0.8441682    0.1930722
#> lag1_var2  0.9681654 1.6449989  -1.4324636    3.1005962
#> lag1_var3  0.5531258 2.3021197  -2.6180613    3.7978669
#> lag1_var4  0.4212524 2.2176954  -2.6904936    3.4831404
#> const      3.0220452 4.1909110  -3.5501507    6.1882589
#> exo1      -0.2605112 0.5049700  -0.9110473    0.4694777
#> exo2      -0.1253396 0.3289939  -0.6275041    0.2894843
#> exo3      -0.4039010 0.4476292  -1.0150272    0.2150385
#> 
#> $MWI$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4112523 0.3456200  -0.8605222    0.1069656
#> lag1_var2  1.2089013 1.5868931  -1.1534204    3.1516235
#> lag1_var3  0.4369593 2.2098686  -2.6433702    3.5456323
#> lag1_var4  0.5794985 2.1288181  -2.4019262    3.5538927
#> const      3.2405661 4.3132683  -3.5295925    6.6478522
#> exo1      -0.3515994 0.5205353  -1.0300962    0.3778462
#> exo2       0.3004419 0.3136375  -0.1760609    0.6811961
#> exo3      -0.2321141 0.4860430  -0.9250000    0.4278447
#> 
#> 
#> 
#> $MYS
#> $MYS$Sigma
#> $MYS$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007248674 0.0001517581 0.0005516597 0.0009248487
#> 
#> $MYS$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004234095 0.001439391 -0.006534104 -0.002751374
#> Sigma[2,2]  0.069822666 0.014426389  0.055465313  0.094966815
#> 
#> $MYS$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005057466 0.001970936  0.002191506  0.007542141
#> Sigma[3,2] -0.066283060 0.017675831 -0.090649276 -0.040912903
#> Sigma[3,3]  0.209149883 0.046364960  0.146612735  0.272448879
#> 
#> $MYS$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002513646 0.001485798  0.0001162916  0.003869573
#> Sigma[4,2] -0.023818733 0.013535182 -0.0435579661 -0.005100058
#> Sigma[4,3]  0.173525664 0.041192525  0.1170058129  0.230475249
#> Sigma[4,4]  0.163916227 0.039547963  0.1090859545  0.218336048
#> 
#> 
#> $MYS$A
#> $MYS$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.956027463 0.01114771  0.938364016   0.96682995
#> lag1_var2  0.053146068 0.01827156  0.027611631   0.07716493
#> lag1_var3  0.027878651 0.04078491 -0.026880722   0.08249285
#> lag1_var4 -0.019823716 0.03855336 -0.073708268   0.03074988
#> const      0.572475217 0.08630272  0.431457890   0.66995008
#> exo1       0.005612714 0.00965082 -0.008358292   0.01497438
#> exo2      -0.097414480 0.03091408 -0.135803316  -0.05245346
#> exo3      -0.064102955 0.02584570 -0.102585094  -0.03441865
#> 
#> $MYS$A$equation2
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.015375659 0.08690274  -0.1017120    0.1350975
#> lag1_var2  0.535587963 0.23202652   0.2435358    0.8933567
#> lag1_var3 -0.015542533 0.38251629  -0.4605933    0.5575900
#> lag1_var4  0.005667873 0.36154009  -0.5388931    0.4512894
#> const      1.725505515 1.27790751   0.2580883    3.6444940
#> exo1       0.039056213 0.17313554  -0.1638161    0.3187172
#> exo2       1.141335675 0.35451338   0.7085058    1.6032180
#> exo3       0.699675473 0.39837802   0.3213700    1.3609101
#> 
#> $MYS$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.475118038 0.1430205   0.2564995    0.6396485
#> lag1_var2 -0.960909649 0.4241595  -1.4083307   -0.2213826
#> lag1_var3 -0.677231532 0.6049032  -1.4326490    0.2794027
#> lag1_var4  1.533025806 0.5657027   0.6124783    2.2293768
#> const     -3.465746254 2.0832677  -6.3559900   -0.4134810
#> exo1      -0.715295399 0.3134720  -1.2634362   -0.3629683
#> exo2      -1.196473060 0.6663052  -1.9740829   -0.2183976
#> exo3      -0.006233933 0.7100277  -0.9305256    1.0223319
#> 
#> $MYS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5011785 0.1295439   0.3145642    0.6577620
#> lag1_var2 -0.9363152 0.4238423  -1.3759580   -0.2239367
#> lag1_var3 -1.1734992 0.5942033  -1.8578856   -0.2186563
#> lag1_var4  2.0374473 0.5641764   1.1276607    2.6735088
#> const     -3.6844754 1.8190668  -5.7771456   -0.8503832
#> exo1      -0.7163049 0.3138424  -1.2752286   -0.4121795
#> exo2      -0.4691981 0.5984355  -1.2190371    0.4455090
#> exo3       0.4666574 0.5615297  -0.1390912    1.3404667
#> 
#> 
#> 
#> $NAM
#> $NAM$Sigma
#> $NAM$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007216556 0.0001321577 0.0005317429 0.0008924954
#> 
#> $NAM$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.003335248 0.00672307 -0.01464425  0.003637528
#> Sigma[2,2]  1.348168780 0.37039133  0.90760571  1.916887714
#> 
#> $NAM$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006082114 0.004165417  0.001547116   0.01301025
#> Sigma[3,2] -0.713317268 0.261118218 -1.107316869  -0.42672656
#> Sigma[3,3]  0.623263999 0.172553248  0.396660865   0.89831017
#> 
#> $NAM$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.005162524 0.002450167  0.001579892  0.008062823
#> Sigma[4,2] 0.073150714 0.157002209 -0.094929441  0.310167499
#> Sigma[4,3] 0.270030801 0.091090114  0.152915670  0.386362158
#> Sigma[4,4] 0.393567718 0.100871254  0.271736418  0.525599747
#> 
#> 
#> $NAM$A
#> $NAM$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9822299121 0.02908458  0.95302754   1.02995402
#> lag1_var2 -0.0008469206 0.02004962 -0.03111534   0.02206609
#> lag1_var3  0.0033312744 0.03048465 -0.04401102   0.03597643
#> lag1_var4 -0.0031753523 0.02183969 -0.02527888   0.03191638
#> const      0.4909719638 0.16289387  0.28290365   0.71872341
#> exo1      -0.0099829994 0.02735585 -0.05463458   0.01952676
#> exo2      -0.1059717921 0.02441358 -0.14644281  -0.08208021
#> exo3      -0.0079625437 0.01831063 -0.03440543   0.01402801
#> 
#> $NAM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.41664569 1.1906339  -2.0912142   1.07040697
#> lag1_var2  1.51729170 0.9599230   0.4190900   2.82725196
#> lag1_var3  1.51823987 1.6070971  -0.4091298   3.64579845
#> lag1_var4 -1.24152641 1.1622400  -2.9134038   0.08453063
#> const      0.95936903 2.9782880  -3.0687817   4.59124961
#> exo1       0.07973307 1.1605002  -1.4291802   1.71517647
#> exo2       0.37035170 1.6950765  -1.9577902   2.73410442
#> exo3       0.20011239 0.7082084  -0.6408344   1.24469289
#> 
#> $NAM$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.75593183 0.8247819   0.8195430    2.8408387
#> lag1_var2 -1.04993984 0.5968923  -1.8395209   -0.3625179
#> lag1_var3 -0.76234995 1.0679252  -2.1377180    0.5485597
#> lag1_var4  1.11004964 0.7802342   0.1665222    2.1751964
#> const     -1.71914893 3.9494151  -6.9262700    3.6881299
#> exo1      -0.00687182 0.8261697  -1.0374894    1.1646332
#> exo2      -1.53174730 0.8711183  -2.7049396   -0.3156932
#> exo3       0.05438934 0.6162852  -0.8449513    0.8987296
#> 
#> $NAM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.89718583 0.5326041   1.0511420   2.55283869
#> lag1_var2 -0.82337874 0.3778031  -1.3144856  -0.29973142
#> lag1_var3 -0.90803745 0.6474566  -1.6999365   0.01308916
#> lag1_var4  1.33527339 0.4691579   0.6923195   1.89362097
#> const     -4.02200939 4.6084902 -10.2965567   2.60997274
#> exo1       0.05191051 0.4533082  -0.5778968   0.68955543
#> exo2      -1.64781214 0.5289595  -2.2622090  -0.91133554
#> exo3       0.22653161 0.5136339  -0.3639220   0.99556037
#> 
#> 
#> 
#> $NCL
#> $NCL$Sigma
#> $NCL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003418122 9.766715e-05 0.0002299808 0.0004778797
#> 
#> $NCL$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -2.266068e-05 0.002100965 -0.003033624  0.002774475
#> Sigma[2,2]  1.943850e-01 0.032171924  0.156603551  0.240854297
#> 
#> $NCL$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001633444 0.001063386  0.0002283603  0.003182473
#> Sigma[3,2] -0.039754149 0.021241640 -0.0745551033 -0.019193663
#> Sigma[3,3]  0.092864277 0.022872734  0.0651118654  0.127048711
#> 
#> $NCL$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1] 0.001801919 0.001441476 -0.0001548917  0.003692806
#> Sigma[4,2] 0.094785510 0.031737279  0.0497476679  0.142595783
#> Sigma[4,3] 0.076867562 0.020460890  0.0539869615  0.105622780
#> Sigma[4,4] 0.155903190 0.026760771  0.1255860030  0.192954740
#> 
#> 
#> $NCL$A
#> $NCL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96048492 0.02587574  0.93026021  0.998249821
#> lag1_var2  0.01071269 0.04590885 -0.05392110  0.070189460
#> lag1_var3  0.02681518 0.07157420 -0.07535689  0.118661383
#> lag1_var4 -0.01946913 0.06372117 -0.10302426  0.069988999
#> const      0.54879348 0.11117078  0.39442026  0.692247739
#> exo1      -0.03000717 0.01580536 -0.05812765 -0.013501462
#> exo2      -0.02513741 0.01930665 -0.04621901  0.007087343
#> exo3      -0.01357016 0.02588780 -0.04611772  0.028122387
#> 
#> $NCL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1865942 0.6488495  -0.8059836    1.0205825
#> lag1_var2  0.2160662 0.8695550  -0.9041850    1.6051240
#> lag1_var3 -1.1949407 1.4498145  -3.0597955    1.1258575
#> lag1_var4  1.1289602 1.2472983  -0.8573131    2.7290486
#> const     -0.0293062 3.0224061  -4.1115369    4.4423987
#> exo1      -0.0547289 0.5808889  -0.9730337    0.5763308
#> exo2       2.9811396 0.3707514   2.5731550    3.5473489
#> exo3       0.2137605 0.5012996  -0.4524447    0.9269291
#> 
#> $NCL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.0866385 0.3402863 -0.50556321    0.3765578
#> lag1_var2  0.4397016 0.4621213 -0.14322693    1.0308229
#> lag1_var3  1.4710615 0.7279545  0.53589909    2.3917596
#> lag1_var4 -0.4856940 0.6408084 -1.30919558    0.3168867
#> const      0.6993154 2.2661528 -3.04267306    2.7523737
#> exo1       0.1903308 0.2074793 -0.04416208    0.5402381
#> exo2      -1.1976707 0.4114747 -1.81325741   -0.7014766
#> exo3      -0.3363687 0.2401220 -0.52062919    0.0998472
#> 
#> $NCL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01824591 0.5948740  -0.9443953    0.6111148
#> lag1_var2  0.19288936 0.9300867  -0.6851115    1.7602233
#> lag1_var3  0.05789841 1.4835394  -1.3405513    2.5674284
#> lag1_var4  0.91125198 1.3102605  -1.3078633    2.1356045
#> const     -1.13675133 2.6489981  -4.1620577    2.8472552
#> exo1       0.19683912 0.4071610  -0.5301388    0.5764240
#> exo2       0.61503971 0.4734116  -0.1582945    1.1027628
#> exo3      -0.26927455 0.4690509  -0.8297785    0.4235113
#> 
#> 
#> 
#> $NER
#> $NER$Sigma
#> $NER$Sigma$equation1
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009773043 0.00022544 0.0008486725  0.001347885
#> 
#> $NER$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.002337653 0.002540454 -0.001100519  0.005677181
#> Sigma[2,2] 0.153325119 0.030823142  0.127544691  0.206782857
#> 
#> $NER$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.007162132 0.004074203 -0.01284536 -0.002473706
#> Sigma[3,2] -0.128122999 0.039450383 -0.18834535 -0.076391341
#> Sigma[3,3]  0.445135270 0.128190263  0.34491437  0.661156057
#> 
#> $NER$Sigma$equation4
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[4,1] -0.005442449 0.004056121 -0.01147452 -0.0005916406
#> Sigma[4,2] -0.008175768 0.046735009 -0.06287573  0.0698578212
#> Sigma[4,3]  0.349344884 0.109150517  0.27479065  0.5210609915
#> Sigma[4,4]  0.347550987 0.099563216  0.26477819  0.5224610745
#> 
#> 
#> $NER$A
#> $NER$A$equation1
#>                  mean          sd 5% quantile 95% quantile
#> lag1_var1  1.00892163 0.008529111  0.99799949  1.022071363
#> lag1_var2 -0.07986479 0.080948769 -0.20403859  0.017488242
#> lag1_var3 -0.10090345 0.100071941 -0.24908336  0.022566975
#> lag1_var4  0.09647833 0.101869411 -0.02928848  0.247956320
#> const      0.18470207 0.300009707 -0.21277551  0.548783757
#> exo1       0.02298246 0.040535518 -0.04109666  0.063856342
#> exo2      -0.04359996 0.025682685 -0.07502669 -0.007320042
#> exo3      -0.05765751 0.039690576 -0.11835649 -0.009040697
#> 
#> $NER$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1152702 0.1614356  -0.3267948   0.12453882
#> lag1_var2 -0.3152987 1.3865564  -2.3525447   1.45151257
#> lag1_var3 -1.1129513 1.7979033  -3.7050965   1.19395241
#> lag1_var4  1.1776174 1.7972280  -1.0925142   3.78651013
#> const     -1.7982276 4.8121783  -8.4853497   5.28202450
#> exo1      -0.1584525 0.2580307  -0.5378530   0.08796496
#> exo2       0.2364577 0.5519064  -0.4582177   1.09706441
#> exo3       0.1494513 0.4180903  -0.3897910   0.71549244
#> 
#> $NER$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.005564231 0.2201711  -0.3034146    0.2945011
#> lag1_var2  1.233881048 2.2316532  -1.2327322    4.6592235
#> lag1_var3  2.086911529 2.8277463  -1.0991482    6.5101504
#> lag1_var4 -1.143379137 2.8214552  -5.5439057    2.0605988
#> const      3.789887738 3.8975373  -1.2866636    8.8421607
#> exo1       0.728382342 0.7972569  -0.2771708    1.8340437
#> exo2      -0.415444602 0.7543920  -1.5367907    0.5617130
#> exo3      -0.022002515 0.5671612  -0.7960873    0.7251209
#> 
#> $NER$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07654761 0.2355501  -0.3482885    0.2727948
#> lag1_var2  0.70428333 1.6873985  -1.1885058    3.1036307
#> lag1_var3  0.85121985 2.2102925  -1.7350058    3.9112501
#> lag1_var4  0.15010136 2.1878915  -2.8923147    2.6809891
#> const      1.38735160 3.6381160  -2.8480006    6.5883698
#> exo1       0.60972838 0.8116625  -0.3087671    1.7214271
#> exo2      -0.23193243 0.7288232  -1.1222600    0.8082312
#> exo3       0.08214434 0.5211330  -0.6626366    0.7167710
#> 
#> 
#> 
#> $NGA
#> $NGA$Sigma
#> $NGA$Sigma$equation1
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001055178 0.000249078 0.0007068292  0.001368594
#> 
#> $NGA$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003031223 0.001606131 -0.005829886 -0.001495929
#> Sigma[2,2]  0.087512855 0.018804000  0.068360137  0.114387550
#> 
#> $NGA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.002521248 0.001121946  0.001369894  0.004473173
#> Sigma[3,2] -0.073068136 0.017798439 -0.097640214 -0.055525291
#> Sigma[3,3]  0.067560932 0.017539005  0.047901375  0.092668956
#> 
#> $NGA$Sigma$equation4
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00073576 0.0003826618  0.000228349  0.001255057
#> Sigma[4,2] -0.02228964 0.0076382889 -0.033292472 -0.012921432
#> Sigma[4,3]  0.02548960 0.0077760509  0.015365142  0.036551312
#> Sigma[4,4]  0.01291524 0.0035656174  0.008143698  0.017732706
#> 
#> 
#> $NGA$A
#> $NGA$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  1.0084433839 0.01584657  0.98727852  1.025210868
#> lag1_var2 -0.1292237320 0.09621508 -0.25282625  0.009589208
#> lag1_var3 -0.1781192984 0.17159116 -0.39156844  0.062626200
#> lag1_var4  0.1761185914 0.17473113 -0.07160068  0.391704329
#> const      0.0274603612 0.45403561 -0.50747647  0.679747159
#> exo1       0.0008098184 0.03169748 -0.04212829  0.031235981
#> exo2      -0.0215098961 0.03593521 -0.06887938  0.024141390
#> exo3       0.0445081898 0.03363659 -0.01126956  0.082190938
#> 
#> $NGA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1091919 0.1151323 -0.05983913    0.2457753
#> lag1_var2 -0.3130559 1.0610798 -1.80188479    1.0331719
#> lag1_var3 -1.6500198 1.8847566 -4.38461787    0.6529753
#> lag1_var4  1.6642235 1.9052339 -0.65909868    4.4371137
#> const     -2.4455364 3.9309332 -7.54225565    3.2171289
#> exo1      -0.1149730 0.3613705 -0.60780701    0.3594748
#> exo2       0.7752532 0.2852826  0.39123007    1.1114769
#> exo3       0.3191106 0.3130818 -0.01474102    0.7949825
#> 
#> $NGA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.16336344 0.1145258 -0.28287200   0.03141807
#> lag1_var2  1.57844510 1.0271008  0.05878717   2.92370640
#> lag1_var3  3.31815117 1.8050693  0.68575685   5.76535190
#> lag1_var4 -2.36576379 1.8277560 -4.84741769   0.29133170
#> const      6.36344621 4.0587772 -0.28535191  11.13626567
#> exo1       0.11673626 0.3109725 -0.27584344   0.59573173
#> exo2      -0.90205297 0.2183590 -1.13547165  -0.61796572
#> exo3      -0.01075594 0.2575095 -0.37758793   0.30498333
#> 
#> $NGA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.10298776 0.05283253 -0.14502309 -0.005178911
#> lag1_var2  1.15720406 0.43951346  0.42972086  1.661529047
#> lag1_var3  1.94035119 0.76320883  0.68941293  2.834537364
#> lag1_var4 -0.95960358 0.77514122 -1.86753360  0.303349987
#> const      3.84129185 2.01216368  0.54121489  5.834560649
#> exo1       0.05109533 0.11750834 -0.06807409  0.250571083
#> exo2      -0.47484579 0.07763282 -0.57031378 -0.353135241
#> exo3       0.18287652 0.11729481  0.03991810  0.326325651
#> 
#> 
#> 
#> $NIC
#> $NIC$Sigma
#> $NIC$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007658285 0.0001725877 0.0006046817  0.001059426
#> 
#> $NIC$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01297755 0.00365961 -0.01829708 -0.008427381
#> Sigma[2,2]  0.44965907 0.08510735  0.32657941  0.563463334
#> 
#> $NIC$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01094163 0.002588694  0.007829032   0.01466555
#> Sigma[3,2] -0.32650676 0.071793251 -0.431375383  -0.23025958
#> Sigma[3,3]  0.27514496 0.059740537  0.202426169   0.36509331
#> 
#> $NIC$Sigma$equation4
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.002930727 0.0007936236  0.001817695  0.003863879
#> Sigma[4,2] -0.042822857 0.0202360042 -0.076572385 -0.024128673
#> Sigma[4,3]  0.072150979 0.0182172084  0.049938582  0.099756729
#> Sigma[4,4]  0.048666224 0.0101277075  0.035501632  0.060841500
#> 
#> 
#> $NIC$A
#> $NIC$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98739707 0.04347676  0.920924229   1.04209455
#> lag1_var2 -0.03353694 0.06871843 -0.119076799   0.06717480
#> lag1_var3 -0.06378608 0.11372744 -0.207221850   0.10140264
#> lag1_var4  0.06314003 0.10293734 -0.087336397   0.19538822
#> const      0.32641088 0.30412795 -0.051771296   0.75423893
#> exo1       0.02416225 0.03182205 -0.021731777   0.06147846
#> exo2      -0.05568964 0.02803619 -0.096941056  -0.02579056
#> exo3       0.04690062 0.02635674  0.009434587   0.07927703
#> 
#> $NIC$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0487945 0.8635934 -1.32068702     1.016312
#> lag1_var2  1.5211627 1.3302026 -0.06032801     3.515911
#> lag1_var3  1.4309316 2.2380810 -1.35637538     4.753556
#> lag1_var4 -1.5182306 2.0356364 -4.47739175     1.050180
#> const      6.3913871 6.5329609 -1.67848321    15.674768
#> exo1       0.6073091 0.7053255 -0.25092541     1.611046
#> exo2       1.2868193 0.6708197  0.26943175     2.191937
#> exo3       0.4692336 0.5901574 -0.36061412     1.194999
#> 
#> $NIC$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4101198 0.5998086  -0.4141542   1.29916724
#> lag1_var2 -1.3131745 0.9241652  -2.6053641  -0.07204911
#> lag1_var3 -1.5734604 1.5133834  -3.6824322   0.33833103
#> lag1_var4  2.4885380 1.3683454   0.7324960   4.40176675
#> const     -5.4805832 4.4237922 -11.1243558   0.10812570
#> exo1      -0.3228791 0.4888483  -1.0876633   0.19783929
#> exo2      -1.7131527 0.5975041  -2.4132881  -0.83592072
#> exo3      -0.5188360 0.4310694  -1.1131414   0.03678961
#> 
#> $NIC$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.47339127 0.1959851   0.2219129    0.7203452
#> lag1_var2 -0.81067513 0.3156014  -1.2109654   -0.3701956
#> lag1_var3 -1.40651954 0.5019213  -2.0509235   -0.6840892
#> lag1_var4  2.28214183 0.4547308   1.6034566    2.8538041
#> const     -3.21351999 1.3787434  -5.3616488   -1.7505523
#> exo1       0.06913144 0.1624562  -0.1717700    0.2600789
#> exo2      -0.94979565 0.2389987  -1.2546916   -0.6070092
#> exo3      -0.23164704 0.1289374  -0.3806167   -0.0289746
#> 
#> 
#> 
#> $NLD
#> $NLD$Sigma
#> $NLD$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.000311661 7.307966e-05 0.0002136097 0.0004050898
#> 
#> $NLD$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006528185 0.003092348 -0.01071351 -0.002511665
#> Sigma[2,2]  0.571845397 0.126348498  0.40901518  0.754415102
#> 
#> $NLD$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004844133 0.002622084  0.001532666  0.008571034
#> Sigma[3,2] -0.478586442 0.103717418 -0.649036515 -0.381358313
#> Sigma[3,3]  0.704604854 0.119592719  0.555778177  0.883466903
#> 
#> $NLD$Sigma$equation4
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0007749452 0.001846159 -0.00196216   0.00272732
#> Sigma[4,2] -0.1266143075 0.066545955 -0.22651544  -0.05568513
#> Sigma[4,3]  0.4216171903 0.103869183  0.26804298   0.55248669
#> Sigma[4,4]  0.3561138257 0.089984099  0.22857188   0.47644911
#> 
#> 
#> $NLD$A
#> $NLD$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.019807055 0.01852138  0.99729961   1.04491199
#> lag1_var2 -0.087832204 0.04641898 -0.13748108  -0.02095045
#> lag1_var3 -0.141867732 0.07458250 -0.22179696  -0.03533498
#> lag1_var4  0.130238865 0.06987141  0.03093879   0.20613976
#> const      0.210407116 0.19692575 -0.11122001   0.39709348
#> exo1       0.001335656 0.01605982 -0.02370142   0.01902939
#> exo2      -0.046132261 0.01480651 -0.06716099  -0.02658341
#> exo3       0.038348929 0.01576595  0.01498244   0.05592524
#> 
#> $NLD$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.8673507 0.6727667  -2.7368740   -0.8239405
#> lag1_var2  4.8661155 1.7428782   2.1534459    6.7398626
#> lag1_var3  6.3107931 2.7217723   2.1160799    9.2884166
#> lag1_var4 -5.7556893 2.5223595  -8.4719143   -1.8520068
#> const     16.1481696 6.3326658   6.4887242   23.7815711
#> exo1      -0.5998900 0.7663359  -1.2276097    0.6000708
#> exo2       0.3305052 0.7042031  -0.7175280    1.2339506
#> exo3       0.4704744 0.5778397  -0.2672243    1.3751526
#> 
#> $NLD$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   2.1404490 0.7526245    1.036530    2.8920102
#> lag1_var2  -4.5711093 1.9173186   -6.824211   -2.0131064
#> lag1_var3  -5.9912825 2.9592328   -9.579940   -2.1051061
#> lag1_var4   6.2919884 2.7369713    2.674287    9.6421070
#> const     -12.8358459 8.0818397  -23.214896   -0.8295595
#> exo1        0.8204466 0.7632135   -0.266129    1.8443738
#> exo2       -0.8660235 1.0601862   -2.033717    0.8863218
#> exo3       -0.5192471 0.8365214   -1.634697    0.6388581
#> 
#> $NLD$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9773276 0.5728307   0.1588628    1.6566964
#> lag1_var2 -1.8683813 1.3268321  -3.6260631   -0.1075276
#> lag1_var3 -2.5867505 2.0603945  -5.3271545    0.1633660
#> lag1_var4  3.2547708 1.8757910   0.7741735    5.7820766
#> const     -4.1080607 5.1001916 -10.9549967    3.6291164
#> exo1       0.4457202 0.5275195  -0.1099655    1.3529102
#> exo2      -0.6749649 0.7417204  -1.3733419    0.5495654
#> exo3      -0.2192021 0.5755277  -0.8805895    0.7055031
#> 
#> 
#> 
#> $NOR
#> $NOR$Sigma
#> $NOR$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0001396555 2.158962e-05  0.00011099 0.0001666891
#> 
#> $NOR$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.000960059 0.0009093705 -0.001896988 0.0005713316
#> Sigma[2,2]  0.220181449 0.0506876294  0.164525876 0.2956623594
#> 
#> $NOR$Sigma$equation3
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[3,1]  0.003650412 0.0008015606  0.002343948  0.004543372
#> Sigma[3,2] -0.197117855 0.0616069725 -0.265542040 -0.113871757
#> Sigma[3,3]  0.421739966 0.0899277385  0.288661742  0.540321818
#> 
#> $NOR$Sigma$equation4
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00317302 0.0007543629  0.002090853  0.004217318
#> Sigma[4,2] -0.05723522 0.0574345617 -0.120043148  0.028911990
#> Sigma[4,3]  0.30763133 0.0688096073  0.209778710  0.391205502
#> Sigma[4,4]  0.28308178 0.0550930772  0.219531946  0.356030999
#> 
#> 
#> $NOR$A
#> $NOR$A$equation1
#>                    mean         sd   5% quantile 95% quantile
#> lag1_var1  0.9818954860 0.01064498  0.9647293133  0.992893055
#> lag1_var2 -0.0005552814 0.03679906 -0.0493686030  0.048864352
#> lag1_var3 -0.0163301005 0.05859096 -0.0948965385  0.061871239
#> lag1_var4  0.0156503230 0.05621874 -0.0584841408  0.092066751
#> const      0.5059292439 0.12313819  0.3584136319  0.700479874
#> exo1      -0.0009117942 0.01171416 -0.0141976079  0.015024591
#> exo2      -0.0257997542 0.01261752 -0.0414960383 -0.008966749
#> exo3       0.0158557259 0.01347705  0.0008319213  0.036666757
#> 
#> $NOR$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.09952408 0.2832196 -0.385549037    0.3610355
#> lag1_var2  2.13185705 0.8240380  0.976516389    3.0959067
#> lag1_var3  2.38086903 1.2487664  0.639745510    3.7944843
#> lag1_var4 -2.40988074 1.1737541 -3.749676482   -0.8077850
#> const      6.13892465 2.7369485  2.612620207    9.8453120
#> exo1      -0.18051089 0.3099956 -0.605863017    0.2253826
#> exo2       0.55386355 0.4370287  0.006562072    1.1771061
#> exo3      -0.11921437 0.5326770 -0.869258528    0.5528645
#> 
#> $NOR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2264934 0.5561282  -1.0479577   0.50258561
#> lag1_var2  0.9080223 2.0090703  -1.4940329   3.83115374
#> lag1_var3  1.8299237 3.1489456  -1.7102989   6.68487813
#> lag1_var4 -0.8138050 3.0176355  -5.4618208   2.53604459
#> const      3.5377131 6.4593681  -4.6092867  12.76147030
#> exo1       0.8911090 0.4566531   0.1413235   1.37389053
#> exo2      -0.7729968 0.5745047  -1.6299806  -0.04538289
#> exo3       1.8503786 0.7028338   1.1834132   3.04358470
#> 
#> $NOR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2992432 0.5401724 -1.16786891    0.2937466
#> lag1_var2  2.0141849 1.8587126  0.05971080    4.9598969
#> lag1_var3  2.9399862 2.9003282  0.14172150    7.7508804
#> lag1_var4 -1.9214013 2.7736625 -6.51009968    0.7337297
#> const      6.3323447 6.2382317 -0.91780074   15.6046929
#> exo1       0.7825442 0.5214256 -0.09804832    1.1791960
#> exo2      -0.4313437 0.5679023 -1.17377711    0.4040888
#> exo3       1.8621211 0.4665517  1.40523644    2.6530210
#> 
#> 
#> 
#> $NPL
#> $NPL$Sigma
#> $NPL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003574119 9.731462e-05 0.0002363879 0.0004868557
#> 
#> $NPL$Sigma$equation2
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0003863595 0.0003554883 -0.000875362 0.0001454492
#> Sigma[2,2]  0.0180998485 0.0024838634  0.015074334 0.0210493298
#> 
#> $NPL$Sigma$equation3
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0005344415 0.0004238046  4.897522e-05  0.001193557
#> Sigma[3,2] -0.0111413019 0.0034292086 -1.618384e-02 -0.006767738
#> Sigma[3,3]  0.0189762056 0.0066039700  1.230043e-02  0.028602384
#> 
#> $NPL$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0004208871 0.0003924057 -9.047073e-06 1.022481e-03
#> Sigma[4,2] -0.0043104968 0.0037663261 -9.555702e-03 6.213928e-05
#> Sigma[4,3]  0.0159193616 0.0057989842  1.025919e-02 2.450705e-02
#> Sigma[4,4]  0.0156636988 0.0048752771  1.061159e-02 2.310441e-02
#> 
#> 
#> $NPL$A
#> $NPL$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.991232247 0.01343905  0.97693832   1.01270991
#> lag1_var2 -0.004931333 0.03536122 -0.05663188   0.03794974
#> lag1_var3 -0.016986607 0.07471010 -0.12966162   0.07166872
#> lag1_var4  0.010491744 0.07310855 -0.07824931   0.12000595
#> const      0.493341970 0.18888802  0.21868277   0.72178190
#> exo1       0.007237947 0.01301560 -0.01190011   0.02421060
#> exo2      -0.052610253 0.01241954 -0.06844513  -0.03470555
#> exo3       0.002043951 0.02778783 -0.04265467   0.03279644
#> 
#> $NPL$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.13715869 0.10954115 -0.007277847   0.28341589
#> lag1_var2  0.32821482 0.35622469 -0.123796784   0.84866055
#> lag1_var3  0.01321405 0.79811643 -0.945884698   1.16553250
#> lag1_var4  0.06228422 0.77929392 -1.069312435   1.01762686
#> const      0.91143644 1.64150252 -1.691240269   2.88338587
#> exo1      -0.02547948 0.08564668 -0.141327355   0.07866391
#> exo2       2.35922087 0.12559402  2.187691129   2.54806540
#> exo3       0.76071203 0.20728910  0.523658180   1.03561677
#> 
#> $NPL$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.02412246 0.11803354  -0.1556420   0.16340806
#> lag1_var2  0.20030108 0.31751849  -0.3213724   0.53170542
#> lag1_var3  0.62052813 0.76180260  -0.6139187   1.45013271
#> lag1_var4  0.27235597 0.73575900  -0.5263623   1.46426171
#> const      1.14328029 1.53949512  -1.2762106   2.58557308
#> exo1      -0.13566208 0.07182510  -0.2381809  -0.05482281
#> exo2      -1.31710435 0.09665432  -1.4679306  -1.21256421
#> exo3      -0.40305883 0.13069295  -0.5497714  -0.19844733
#> 
#> $NPL$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.01855721 0.08804020 -0.08626136   0.14892994
#> lag1_var2  0.12051062 0.20167723 -0.17075144   0.37565760
#> lag1_var3  0.07078664 0.47308658 -0.64246593   0.59076200
#> lag1_var4  0.88462750 0.45452052  0.37761863   1.56347155
#> const      0.39202159 1.22143231 -1.22094997   2.05486598
#> exo1      -0.16226300 0.08298996 -0.29469408  -0.08351357
#> exo2      -0.41513357 0.07182394 -0.52517437  -0.33712005
#> exo3      -0.10515953 0.13163394 -0.28145176   0.08325093
#> 
#> 
#> 
#> $NZL
#> $NZL$Sigma
#> $NZL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002281408 4.893196e-05 0.0001644262 0.0003024548
#> 
#> $NZL$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006063247 0.001138887 -0.00768145 -0.004538358
#> Sigma[2,2]  0.347229964 0.058981674  0.25406271  0.404726982
#> 
#> $NZL$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006911636 0.00161601  0.004597407  0.008906532
#> Sigma[3,2] -0.350123617 0.06232818 -0.434371766 -0.268938111
#> Sigma[3,3]  0.480513397 0.09424594  0.353692237  0.612004927
#> 
#> $NZL$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00308907 0.001269303  0.001690783  0.004962402
#> Sigma[4,2] -0.12703356 0.037018805 -0.180072935 -0.083150401
#> Sigma[4,3]  0.26297334 0.069091348  0.180694141  0.359325436
#> Sigma[4,4]  0.18967526 0.053199234  0.124673936  0.260889199
#> 
#> 
#> $NZL$A
#> $NZL$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98519708 0.01242485  0.96835904   1.00161980
#> lag1_var2 -0.01330540 0.01971619 -0.03769470   0.01611851
#> lag1_var3 -0.02091787 0.03080729 -0.05747497   0.02669741
#> lag1_var4  0.01935384 0.02934638 -0.02689537   0.05124546
#> const      0.51075734 0.13961984  0.35307861   0.70792376
#> exo1      -0.03823854 0.01538055 -0.05807344  -0.01614141
#> exo2      -0.03692905 0.01784388 -0.05903115  -0.01126154
#> exo3       0.02497243 0.01142335  0.00957106   0.04058186
#> 
#> $NZL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2564487 0.7698482 -1.32870006    0.7556790
#> lag1_var2  1.2874871 1.0347813  0.01706744    2.6654992
#> lag1_var3  0.6336568 1.5783759 -1.29911814    2.7430328
#> lag1_var4 -0.5420948 1.4138642 -2.42993218    1.2140754
#> const      1.0244387 6.8819803 -7.73415799    8.9385590
#> exo1       0.3453609 0.5563980 -0.32096252    1.2056880
#> exo2       0.5330874 0.7243565 -0.34746453    1.6496079
#> exo3      -0.6144480 0.3268462 -1.04595010   -0.1360966
#> 
#> $NZL$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3543509 0.7651942  -0.6748323    1.3935521
#> lag1_var2 -0.3382876 1.1930138  -2.0139233    1.2468362
#> lag1_var3  0.5844801 1.8321921  -1.8980880    3.0387194
#> lag1_var4  0.2465353 1.6932154  -2.0424004    2.4412078
#> const      3.0343367 7.9214142  -6.5911439   13.1773830
#> exo1      -0.5867372 0.5818039  -1.4742195    0.1088428
#> exo2      -0.9178149 0.8034648  -1.8757392    0.1962249
#> exo3       0.7176749 0.3896228   0.1831828    1.2962468
#> 
#> $NZL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.24797758 0.3751487 -0.28236406   0.74854418
#> lag1_var2  0.06489529 0.7516322 -1.01973300   0.90902094
#> lag1_var3  0.34416209 1.1723835 -1.34221068   1.64707294
#> lag1_var4  0.54888429 1.1036241 -0.69402758   2.10656285
#> const      2.08938755 4.6665577 -4.04830414   8.51186562
#> exo1      -0.37189565 0.3060803 -0.81433534  -0.01593936
#> exo2      -0.56947028 0.5007748 -1.20890174   0.09251471
#> exo3       0.30085529 0.2274418  0.01599436   0.61407607
#> 
#> 
#> 
#> $OMN
#> $OMN$Sigma
#> $OMN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007453316 0.0002093457 0.0005112966  0.001025078
#> 
#> $OMN$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0001641545 0.001161852 -0.001634056  0.001508106
#> Sigma[2,2]  0.0463613290 0.008425906  0.034228341  0.056544820
#> 
#> $OMN$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.00573571 0.00501303 -0.001355466   0.01165496
#> Sigma[3,2] -0.03089612 0.01835259 -0.061733199  -0.01027386
#> Sigma[3,3]  0.45869833 0.08226428  0.350731406   0.58179751
#> 
#> $OMN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0061100104 0.004831554 -0.001413225   0.01136401
#> Sigma[4,2] 0.0005371389 0.019077348 -0.031877616   0.02078259
#> Sigma[4,3] 0.4608659284 0.080010470  0.359133764   0.58187070
#> Sigma[4,4] 0.4858266622 0.081047740  0.388953887   0.60750065
#> 
#> 
#> $OMN$A
#> $OMN$A$equation1
#>                  mean         sd  5% quantile  95% quantile
#> lag1_var1  0.99338534 0.01389639  0.978046475  1.0126026468
#> lag1_var2 -0.04294887 0.05795919 -0.130179832  0.0255728315
#> lag1_var3 -0.08982514 0.09115680 -0.233786132 -0.0005632659
#> lag1_var4  0.08782124 0.08757204  0.002258257  0.2263204075
#> const      0.27717544 0.13967495  0.108133224  0.4697584481
#> exo1       0.02758184 0.01131204  0.010027471  0.0396736724
#> exo2      -0.04495512 0.02993397 -0.082885143  0.0002177185
#> exo3       0.00433394 0.01998279 -0.015040154  0.0373313872
#> 
#> $OMN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.06426184 0.1964310  -0.2756879   0.24594914
#> lag1_var2  1.20845582 0.5185994   0.5032428   1.98993250
#> lag1_var3  0.49760040 0.8350659  -0.5944888   1.77932945
#> lag1_var4 -0.50944890 0.7973842  -1.7380956   0.52748419
#> const      2.55939343 2.5721391  -1.5895686   5.30524316
#> exo1      -0.08508633 0.1409494  -0.3027851   0.06617116
#> exo2       0.94081959 0.2210593   0.6177993   1.19705834
#> exo3      -0.73237314 0.1616866  -0.9115263  -0.46657224
#> 
#> $OMN$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.50317143 0.5693009   0.8873872    2.2553344
#> lag1_var2  -5.40037530 1.7274881  -8.0405829   -3.2480837
#> lag1_var3  -8.01302875 2.7424401 -12.1297408   -4.5143063
#> lag1_var4   8.70053590 2.6248198   5.3256950   12.6378538
#> const     -17.49867074 7.1592753 -25.2338883   -8.8253734
#> exo1       -0.01210575 0.5431276  -0.7421666    0.6913421
#> exo2       -4.12057344 0.6730925  -5.1082627   -3.2873176
#> exo3       -0.68161509 0.4430720  -1.2120578   -0.1019193
#> 
#> $OMN$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.52970270 0.5830140   0.8704931    2.3102240
#> lag1_var2  -5.16059170 1.7959658  -7.7925643   -2.7302719
#> lag1_var3  -8.57480631 2.9017264 -12.7187097   -4.3516028
#> lag1_var4   9.25988545 2.7774109   5.1946352   13.2206017
#> const     -17.96150240 7.2109004 -25.5317154   -8.3716046
#> exo1       -0.05899821 0.5823942  -0.8808581    0.7524312
#> exo2       -3.57557609 0.7234561  -4.6481911   -2.7201100
#> exo3       -1.19565659 0.5106203  -1.7530039   -0.4721617
#> 
#> 
#> 
#> $PAK
#> $PAK$Sigma
#> $PAK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003940099 0.0001418374 0.0003036889 0.0006398132
#> 
#> $PAK$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001890509 0.001979467 -0.004373992 0.0007893346
#> Sigma[2,2]  0.454887641 0.123174523  0.307034395 0.6534170363
#> 
#> $PAK$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0001095345 0.001909572 -0.002773575  0.002348494
#> Sigma[3,2] -0.1557472084 0.044644570 -0.199784960 -0.081987772
#> Sigma[3,3]  0.1854633763 0.048967179  0.130165613  0.262088064
#> 
#> $PAK$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001149845 0.001502702 -0.003598586 0.0006691095
#> Sigma[4,2]  0.076699461 0.072102414  0.016674049 0.2047673109
#> Sigma[4,3]  0.107915209 0.058598472  0.046372907 0.2061985976
#> Sigma[4,4]  0.149340229 0.083156598  0.107018564 0.2814749629
#> 
#> 
#> $PAK$A
#> $PAK$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.977769775 0.01649072  0.95957031  1.001720107
#> lag1_var2 -0.005263291 0.05592395 -0.07560098  0.073162626
#> lag1_var3 -0.015773644 0.10428840 -0.14902167  0.128621000
#> lag1_var4  0.018484818 0.10113387 -0.12178118  0.146454117
#> const      0.477399856 0.18159726  0.25722170  0.753019684
#> exo1      -0.014453044 0.01562659 -0.03697472  0.004161468
#> exo2      -0.052400349 0.02071148 -0.07935156 -0.020820024
#> exo3       0.013615129 0.01826498 -0.01480718  0.030939767
#> 
#> $PAK$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9449802 0.6070738   0.1551873    1.8079544
#> lag1_var2 -0.7804686 1.4600107  -3.1144900    0.7220743
#> lag1_var3 -3.2919035 2.7003171  -7.4451528   -0.4428329
#> lag1_var4  2.9428274 2.7001955   0.3286969    7.2410169
#> const     -6.7463487 6.0277776 -16.6309738   -0.6089082
#> exo1      -0.1946302 0.5023428  -0.8435700    0.4771017
#> exo2       1.5573312 0.7055818   0.4963502    2.3282037
#> exo3       0.1713982 0.6365327  -0.7849643    0.8086676
#> 
#> $PAK$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.28941334 0.4141255 -0.31707943    0.7505925
#> lag1_var2  0.54513734 1.0613154 -0.95096795    2.0137465
#> lag1_var3  1.89079891 1.9299070 -0.84458131    4.5502235
#> lag1_var4 -1.11797843 1.8849663 -3.76893405    1.4888898
#> const      3.82849762 5.2861337 -3.15417073   11.7091811
#> exo1      -0.08015651 0.3052469 -0.52199956    0.3295094
#> exo2      -0.71205527 0.3973013 -1.16482979   -0.2139874
#> exo3       0.51332689 0.4590824 -0.09557462    1.1709168
#> 
#> $PAK$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.79260415 0.3807025   0.2758156    1.3626757
#> lag1_var2 -0.05148395 0.8929729  -1.4395442    0.9079782
#> lag1_var3 -0.18160303 1.6680037  -2.7606615    1.5920019
#> lag1_var4  0.78216392 1.5950507  -0.9479252    3.2957201
#> const     -0.45615068 4.1194513  -6.9586882    3.7380283
#> exo1      -0.18317392 0.2713690  -0.5594441    0.1367330
#> exo2       0.08628751 0.4811111  -0.5489270    0.7488473
#> exo3       0.65029196 0.3320286   0.2437075    1.0995664
#> 
#> 
#> 
#> $PAN
#> $PAN$Sigma
#> $PAN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006587845 0.0001737704 0.0004944052 0.0009529659
#> 
#> $PAN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008873784 0.002544197 -0.01233184 -0.005476995
#> Sigma[2,2]  0.295210464 0.057729649  0.24343254  0.383772397
#> 
#> $PAN$Sigma$equation3
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001223551 0.00262980 -0.002958589  0.004102772
#> Sigma[3,2] -0.152945528 0.06114881 -0.231324411 -0.059228877
#> Sigma[3,3]  0.480086540 0.14316569  0.345123707  0.704578132
#> 
#> $PAN$Sigma$equation4
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[4,1] -0.004580303 0.003711764 -0.01110970 -0.0008996615
#> Sigma[4,2]  0.033146684 0.077635057 -0.05107365  0.1581977049
#> Sigma[4,3]  0.408936972 0.147218587  0.26744955  0.6538746167
#> Sigma[4,4]  0.456826587 0.183657516  0.29509923  0.7499264265
#> 
#> 
#> $PAN$A
#> $PAN$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.02037520 0.01275241  1.001761373   1.03712487
#> lag1_var2 -0.08327259 0.02459647 -0.120459893  -0.05311098
#> lag1_var3 -0.13892592 0.04260147 -0.204693835  -0.08668947
#> lag1_var4  0.12734632 0.04493648  0.072236383   0.19785415
#> const      0.26501781 0.08955863  0.111578565   0.35655895
#> exo1       0.04158551 0.02328555  0.008313936   0.07065270
#> exo2      -0.24466252 0.03474209 -0.299655510  -0.20822622
#> exo3       0.06484405 0.03467900  0.015257717   0.10908259
#> 
#> $PAN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4164919 0.2846392  -0.6940603    0.0657971
#> lag1_var2  1.4848618 0.6718043   0.5501852    2.3664098
#> lag1_var3  1.3344013 1.0864994  -0.1715635    2.7921767
#> lag1_var4 -1.1940496 1.0493837  -2.5744396    0.2407889
#> const      3.2588130 2.4843893   0.5735731    6.8279035
#> exo1      -0.1659515 0.3105264  -0.5578295    0.2872864
#> exo2       7.7919854 0.5287775   7.2276591    8.6946243
#> exo3      -0.6419830 0.8473126  -1.9849382    0.4387161
#> 
#> $PAN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9449141 0.3090600   0.4037575     1.206810
#> lag1_var2  0.3320251 0.6860430  -0.5667349     1.351061
#> lag1_var3  1.2587838 1.0220070  -0.1278132     2.731753
#> lag1_var4 -0.6626851 0.9626416  -2.0574831     0.661218
#> const      1.6409896 3.3631551  -2.5774820     6.559355
#> exo1       0.7927147 0.5602932  -0.1687836     1.385207
#> exo2      -8.2177256 0.8089909  -9.2644383    -7.054511
#> exo3       0.6418053 0.8150047  -0.5035355     1.586282
#> 
#> $PAN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7257072 0.2891037   0.3733837   1.10987333
#> lag1_var2  0.9437692 0.5181706   0.3302306   1.74086585
#> lag1_var3  1.5852845 0.7209335   0.6425392   2.59615269
#> lag1_var4 -0.8947467 0.6608957  -1.8272793  -0.06257364
#> const      2.2693625 3.4461187  -2.7791533   6.65639610
#> exo1       0.7288530 0.6885747  -0.4211671   1.46322009
#> exo2      -3.6733531 0.8350779  -4.8499686  -2.47091500
#> exo3       0.2764543 0.8611455  -0.7825690   1.63019307
#> 
#> 
#> 
#> $PER
#> $PER$Sigma
#> $PER$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007005371 0.0002147078 0.0004571643  0.001047887
#> 
#> $PER$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003981069 0.002420313 -0.007847866 -0.001486514
#> Sigma[2,2]  0.126752691 0.029646538  0.088876185  0.162217735
#> 
#> $PER$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01083038 0.003419641  0.005881459   0.01503516
#> Sigma[3,2] -0.12547057 0.052357649 -0.200078520  -0.05313371
#> Sigma[3,3]  1.11017160 0.207283514  0.912304463   1.45593500
#> 
#> $PER$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.008470712 0.00368895  0.002944968   0.01314900
#> Sigma[4,2] -0.035988818 0.05037030 -0.106543867   0.02997683
#> Sigma[4,3]  1.068250006 0.21466075  0.895636122   1.41581982
#> Sigma[4,4]  1.092147111 0.22407464  0.877072463   1.44927239
#> 
#> 
#> $PER$A
#> $PER$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.96385016 0.01721987  0.942546450   0.98911491
#> lag1_var2  0.03034890 0.04810462 -0.042633059   0.09153668
#> lag1_var3  0.04275044 0.07201832 -0.057654705   0.13786921
#> lag1_var4 -0.03870160 0.06846749 -0.130032366   0.05584229
#> const      0.67266170 0.23967781  0.384163635   1.02388585
#> exo1       0.04174932 0.02418756  0.008990812   0.07345610
#> exo2      -0.15560337 0.01768941 -0.181557148  -0.13235852
#> exo3       0.10371296 0.04379402  0.039111884   0.16343935
#> 
#> $PER$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.13461114 0.2576734  -0.2687912    0.4553474
#> lag1_var2  0.49089626 0.6823891  -0.4944881    1.4111317
#> lag1_var3  0.04651540 1.1057767  -1.5403056    1.3089142
#> lag1_var4 -0.09625483 1.0612376  -1.2866610    1.4222684
#> const      2.36405936 3.3253450  -1.5128087    7.3562913
#> exo1       0.22007111 0.3250461  -0.1875394    0.6466156
#> exo2       3.42922757 0.1436277   3.2087602    3.5715146
#> exo3      -0.55728964 0.6140674  -1.3537260    0.2404123
#> 
#> $PER$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   0.28556607 0.7473745  -0.7303550     1.300560
#> lag1_var2  -0.98212052 2.2972654  -4.4478731     2.205842
#> lag1_var3  -2.07104915 3.3720237  -6.9032274     2.678855
#> lag1_var4   2.95631338 3.1965391  -1.5687818     7.508037
#> const      -3.62225498 8.9484593 -16.2498639     8.936683
#> exo1        0.06404068 0.8467878  -0.9863964     1.390321
#> exo2      -10.05184778 0.9054366 -11.4176990    -8.964068
#> exo3        0.29864798 1.5343558  -1.6607515     2.590769
#> 
#> $PER$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.4092349 0.6915452  -0.46581876     1.446533
#> lag1_var2 -1.0902776 2.1381514  -4.65434976     1.591011
#> lag1_var3 -2.7411385 2.9803509  -7.58853722     1.082734
#> lag1_var4  3.6024455 2.8139089  -0.02912639     8.159418
#> const     -3.6353679 8.5923835 -15.57448234     6.554038
#> exo1       0.2343238 0.7921023  -0.64490233     1.533665
#> exo2      -7.9666099 0.9920168  -9.50960706    -6.802365
#> exo3      -0.0631221 1.4226318  -1.83508075     2.059653
#> 
#> 
#> 
#> $PHL
#> $PHL$Sigma
#> $PHL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003318692 8.402022e-05 0.0002440769 0.0004661003
#> 
#> $PHL$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001517877 0.000661597 -0.002464382 -0.0006748483
#> Sigma[2,2]  0.047025026 0.004999941  0.039799451  0.0529542356
#> 
#> $PHL$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0001778451 0.001642726 -0.002663091  0.001502115
#> Sigma[3,2]  0.0026225637 0.019812524 -0.017734010  0.032176114
#> Sigma[3,3]  0.2427609017 0.056699197  0.162984327  0.329401507
#> 
#> $PHL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001147299 0.001919477 -0.003985045 0.0006717603
#> Sigma[4,2]  0.032170550 0.021122717  0.011374000 0.0650225555
#> Sigma[4,3]  0.251673021 0.060636459  0.159650134 0.3358099848
#> Sigma[4,4]  0.279405074 0.067275505  0.175029358 0.3621452919
#> 
#> 
#> $PHL$A
#> $PHL$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  1.019804336 0.008457733  1.00495906  1.028495649
#> lag1_var2 -0.135874895 0.036867159 -0.18665953 -0.083859193
#> lag1_var3 -0.216373824 0.057439777 -0.29195327 -0.130180774
#> lag1_var4  0.209382912 0.057500643  0.12342636  0.285792978
#> const     -0.028282904 0.161215149 -0.23865720  0.204276081
#> exo1      -0.006380709 0.010792993 -0.02304720  0.004999165
#> exo2      -0.166825594 0.022578671 -0.20088362 -0.139982179
#> exo3      -0.010721477 0.021752452 -0.04089294  0.017372686
#> 
#> $PHL$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3620866 0.1052945 -0.51265776   -0.2180257
#> lag1_var2  1.1436861 0.5172266  0.51370037    1.8690080
#> lag1_var3  0.8210087 0.8071295 -0.14824125    1.9137435
#> lag1_var4 -0.7041960 0.8178468 -1.80329273    0.3080708
#> const      3.4381537 2.3520717  0.95468256    6.9487311
#> exo1       0.2286292 0.2554518 -0.12974491    0.5403472
#> exo2       0.3228333 0.1940003  0.08682883    0.6098663
#> exo3       1.2468935 0.3255121  0.86974691    1.6848551
#> 
#> $PHL$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.5164108 0.3199660  0.006293943    0.9049557
#> lag1_var2  2.8778892 1.7373695  0.582717206    5.3197596
#> lag1_var3  3.7339697 2.9404592 -0.175371461    7.8539405
#> lag1_var4 -3.2166464 2.8993750 -7.311221104    0.6186700
#> const     11.9722021 6.1847448  5.959559945   22.3892115
#> exo1      -0.1140027 0.2909337 -0.528162273    0.3073307
#> exo2      -4.4455202 0.4060014 -5.026168477   -3.9280140
#> exo3      -1.4822568 0.5511734 -2.298656519   -0.8005468
#> 
#> $PHL$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3055310 0.3173273  -0.2187773   0.66985239
#> lag1_var2  3.4335957 1.8661755   1.3309983   6.18291659
#> lag1_var3  3.9507869 3.1584261   0.3299543   8.57073313
#> lag1_var4 -3.3576079 3.1271895  -7.9604965   0.19988341
#> const     13.4263311 6.7820166   7.2478616  25.26972254
#> exo1       0.0263800 0.2489258  -0.2517399   0.38448531
#> exo2      -4.3610225 0.4802958  -5.0922774  -3.76890042
#> exo3      -0.7798316 0.6420297  -1.6536623   0.05149708
#> 
#> 
#> 
#> $PNG
#> $PNG$Sigma
#> $PNG$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001677178 0.0002728194 0.001303425  0.002031757
#> 
#> $PNG$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00290762 0.000772548 -0.003845313  -0.00180723
#> Sigma[2,2]  0.01743049 0.005423962  0.011712595   0.02641210
#> 
#> $PNG$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.006640502 0.004874513 -0.01382341 -0.0006532001
#> Sigma[3,2]  0.070358947 0.022434963  0.03775505  0.1031868102
#> Sigma[3,3]  0.756594868 0.207177086  0.46468609  1.0317460052
#> 
#> $PNG$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.008652358 0.005290278 -0.01627464 -0.002505679
#> Sigma[4,2]  0.082282658 0.024732254  0.04589991  0.117895372
#> Sigma[4,3]  0.816930340 0.223716904  0.49870052  1.116140075
#> Sigma[4,4]  0.885966363 0.241570236  0.53862316  1.211186394
#> 
#> 
#> $PNG$A
#> $PNG$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.90742547 0.02260031  0.87917633  0.938346407
#> lag1_var2  0.26296401 0.08094821  0.14980425  0.362982226
#> lag1_var3  0.44850068 0.11434371  0.29946199  0.611242032
#> lag1_var4 -0.43973852 0.11188483 -0.59855121 -0.293851990
#> const      1.69617505 0.40201200  1.15935636  2.240705768
#> exo1      -0.02385995 0.04619474 -0.07484780  0.048782258
#> exo2      -0.06057959 0.03701928 -0.10163610 -0.003269863
#> exo3      -0.04685348 0.02673258 -0.08729993 -0.016511289
#> 
#> $PNG$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1  0.2336940 0.06139151  0.13547496   0.28820023
#> lag1_var2 -0.3460274 0.26327113 -0.69173522   0.03115260
#> lag1_var3 -1.5929995 0.41797880 -2.02865356  -0.93650243
#> lag1_var4  1.5582491 0.40845251  0.91785204   1.98665927
#> const     -2.3967036 1.10311509 -3.49189174  -0.46496848
#> exo1      -0.1280072 0.06735291 -0.23887047  -0.04853961
#> exo2       0.1519955 0.10547452  0.02755238   0.31381654
#> exo3       0.2211680 0.08995433  0.12023238   0.35216096
#> 
#> $PNG$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.6173734  0.6929053  -0.5380915    1.3910997
#> lag1_var2  -1.3388501  2.8912178  -5.3548804    2.5212462
#> lag1_var3  -3.6721840  4.6202875  -9.9578569    2.8946607
#> lag1_var4   4.5354870  4.5167441  -1.8863192   10.6719770
#> const     -10.8782430 10.5096850 -20.5567979    7.6109067
#> exo1       -0.9056062  0.8732660  -1.8732421    0.3918292
#> exo2       -0.6969559  0.9096030  -1.6465997    0.6962401
#> exo3       -0.3770509  0.6093596  -1.3177901    0.3412296
#> 
#> $PNG$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.7954043  0.7321750  -0.4355409    1.5689163
#> lag1_var2  -1.8863391  3.0552149  -6.0386006    2.2482257
#> lag1_var3  -5.2417072  4.8861121 -11.7279406    1.7808978
#> lag1_var4   6.0946080  4.7767277  -0.7731344   12.4256483
#> const     -13.9178928 11.1284297 -23.9520488    5.7443276
#> exo1       -1.0018335  0.9108891  -1.9571873    0.3554286
#> exo2       -0.6580877  0.9886344  -1.7071295    0.8716528
#> exo3       -0.2802909  0.6668175  -1.2839428    0.5382092
#> 
#> 
#> 
#> $POL
#> $POL$Sigma
#> $POL$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002951119 7.590995e-05 0.0002071469 0.0004209555
#> 
#> $POL$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01402982 0.00359746 -0.01923031 -0.009433288
#> Sigma[2,2]  2.42368849 0.44417938  1.86730731  3.056604679
#> 
#> $POL$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006589864 0.002498316  0.003775927   0.01040035
#> Sigma[3,2] -1.161595324 0.193236185 -1.432967674  -0.88864629
#> Sigma[3,3]  0.676998383 0.108665102  0.509348575   0.80443259
#> 
#> $POL$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001558467 0.001366655 -0.002954998 0.0007351292
#> Sigma[4,2]  0.222173493 0.070550116  0.141135613 0.3394247254
#> Sigma[4,3]  0.029695396 0.051173802 -0.044906682 0.1018374630
#> Sigma[4,4]  0.175849177 0.042196790  0.115781903 0.2303568298
#> 
#> 
#> $POL$A
#> $POL$A$equation1
#>                    mean         sd  5% quantile 95% quantile
#> lag1_var1  0.9666994002 0.01385663  0.942343093   0.97845465
#> lag1_var2  0.0329513702 0.02720307  0.007103781   0.08141253
#> lag1_var3  0.0604677003 0.04868823  0.014269941   0.14730963
#> lag1_var4 -0.0559725562 0.04396094 -0.134617749  -0.01389155
#> const      0.6830455314 0.17537938  0.528793689   0.98462067
#> exo1      -0.0001240187 0.01592171 -0.017731131   0.02614774
#> exo2      -0.0505365566 0.01131886 -0.068605658  -0.03843777
#> exo3       0.0358507039 0.01188468  0.015972040   0.04653380
#> 
#> $POL$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.1225042  0.8634118   -1.414171   0.98182730
#> lag1_var2  0.4029013  1.8392155   -1.975352   3.13288475
#> lag1_var3 -0.9847646  3.2592204   -5.265839   3.81850106
#> lag1_var4  1.0706592  2.9928905   -3.366191   4.97101358
#> const     -1.5060428 11.7417601  -17.389184  14.68070337
#> exo1      -1.5804027  1.1892856   -3.020758   0.04987655
#> exo2      -0.2404504  1.0601548   -1.501094   1.36281633
#> exo3      -0.0995770  1.3495071   -1.926529   1.59913493
#> 
#> $POL$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.35949348 0.5522082  -0.4405544    1.0993948
#> lag1_var2  0.02775923 1.1540209  -1.5294483    1.7186913
#> lag1_var3  1.06138404 2.0583235  -1.6800053    4.0985230
#> lag1_var4 -0.25432893 1.8745781  -2.9977126    2.2497868
#> const      1.58273343 5.2599723  -4.6974817    8.9134455
#> exo1       0.92189301 0.4494451   0.2446028    1.4774617
#> exo2      -0.15299512 0.6666727  -1.0893508    0.6179459
#> exo3       0.62557595 0.7359489  -0.3848073    1.5909735
#> 
#> $POL$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.29112732 0.3011346 -0.10169277   0.67379217
#> lag1_var2 -0.12512024 0.4231838 -0.69846512   0.52499118
#> lag1_var3 -0.15850347 0.7672473 -1.20013216   1.01557491
#> lag1_var4  1.04207631 0.6807534 -0.01253556   1.95518324
#> const     -0.82518804 4.3085808 -4.92599870   6.61839446
#> exo1       0.09844099 0.3823053 -0.34944497   0.63511628
#> exo2      -0.31946610 0.2086450 -0.56906509   0.01021939
#> exo3       0.57175144 0.3977116  0.15724746   1.18063450
#> 
#> 
#> 
#> $PRI
#> $PRI$Sigma
#> $PRI$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005790507 0.0001053734 0.0004443766  0.000727131
#> 
#> $PRI$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.006927742 0.004526524 -0.01220812 -0.000299922
#> Sigma[2,2]  1.246544321 0.320662735  0.74740544  1.546901663
#> 
#> $PRI$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006857842 0.002432785  0.003285378  0.009856741
#> Sigma[3,2] -0.667203785 0.237135482 -1.014338809 -0.357859814
#> Sigma[3,3]  0.711588911 0.232943372  0.499914921  1.095561422
#> 
#> $PRI$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004410317 0.002294411  0.0007053548  0.007062612
#> Sigma[4,2] -0.133568859 0.153210328 -0.4041134892  0.003169109
#> Sigma[4,3]  0.486654933 0.163638321  0.3726535352  0.770866588
#> Sigma[4,4]  0.502070272 0.124590153  0.3922875767  0.723393754
#> 
#> 
#> $PRI$A
#> $PRI$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97846689 0.01909134  0.949137731  0.999513407
#> lag1_var2 -0.01646273 0.03215243 -0.051287449  0.032913162
#> lag1_var3 -0.04299213 0.07559768 -0.124336690  0.074126277
#> lag1_var4  0.04262442 0.06716038 -0.061498391  0.114583320
#> const      0.54260248 0.19729390  0.301760244  0.819152884
#> exo1      -0.01885192 0.03799568 -0.075139849  0.028309229
#> exo2      -0.03705668 0.02263183 -0.062070264 -0.003748404
#> exo3       0.02032135 0.02245214 -0.002866431  0.054940452
#> 
#> $PRI$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -1.6208535  0.8714305  -2.7924083   -0.3711828
#> lag1_var2  2.9468159  1.2330217   1.6699028    4.8908492
#> lag1_var3  4.7026188  2.9084066   1.5331348    9.2851774
#> lag1_var4 -4.0386762  2.5324736  -7.9839884   -1.2563215
#> const     13.0922370 11.4237640  -3.2644325   26.2700864
#> exo1       0.5516225  1.0811456  -1.0387533    1.6525529
#> exo2       1.3108850  1.3126983  -0.7840537    2.8061453
#> exo3      -0.3978419  1.5587636  -3.0952506    1.2603900
#> 
#> $PRI$A$equation3
#>                mean        sd  5% quantile 95% quantile
#> lag1_var1  1.061046 0.9701223   0.09532479  2.500447572
#> lag1_var2 -1.410748 1.3634481  -3.53845375 -0.121615844
#> lag1_var3 -2.280376 3.1547039  -7.22244700  0.740052966
#> lag1_var4  2.820547 2.7528071   0.19211781  7.114303261
#> const     -6.997725 9.2794921 -19.96048341  5.306615501
#> exo1      -1.131272 0.7782755  -1.98679888 -0.006023021
#> exo2      -1.048360 1.2702260  -2.61365897  0.901887335
#> exo3       0.196448 0.7640020  -0.90755741  1.119524744
#> 
#> $PRI$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.40347608 0.8645107  -0.4299977    1.7187886
#> lag1_var2 -0.48583766 1.2248867  -2.4555937    0.7591599
#> lag1_var3 -1.04520679 2.8585392  -5.6646497    1.9281740
#> lag1_var4  1.89046104 2.4980199  -0.7473596    5.9188445
#> const     -3.15904515 7.2501449 -13.3220973    4.3834477
#> exo1      -0.99638020 0.7245262  -1.5889316    0.3182259
#> exo2      -0.54653233 0.8705082  -1.6084267    0.7074385
#> exo3       0.07740524 0.6762838  -0.9158407    0.8121177
#> 
#> 
#> 
#> $PRK
#> $PRK$Sigma
#> $PRK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005420897 0.0002013886 0.0003580312 0.0008644962
#> 
#> $PRK$Sigma$equation2
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[2,1] 0.0006804224 0.0003787784 0.000278149  0.001208240
#> Sigma[2,2] 0.0045708908 0.0010189393 0.003225811  0.006001727
#> 
#> $PRK$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.003237321 0.001513071 -0.005562243 -0.001458021
#> Sigma[3,2] -0.006413744 0.003760476 -0.011935285 -0.001852840
#> Sigma[3,3]  0.056204075 0.017007040  0.037603990  0.079946501
#> 
#> $PRK$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.002799195 0.001351592 -0.004873161 -0.001216864
#> Sigma[4,2] -0.003246709 0.003706133 -0.008955236  0.001252688
#> Sigma[4,3]  0.053044041 0.015740626  0.035590963  0.075613487
#> Sigma[4,4]  0.052141732 0.014689688  0.035403526  0.073691551
#> 
#> 
#> $PRK$A
#> $PRK$A$equation1
#>                  mean          sd  5% quantile 95% quantile
#> lag1_var1  0.97792639 0.028110974  0.937979428   1.01544748
#> lag1_var2 -0.13155816 0.126804616 -0.323398027  -0.04098000
#> lag1_var3 -0.26314954 0.169992171 -0.522734879  -0.15199302
#> lag1_var4  0.26830603 0.169972687  0.153929056   0.52492828
#> const     -0.05512265 0.376855636 -0.610497396   0.35215263
#> exo1       0.03169969 0.023542035  0.003930325   0.06935774
#> exo2      -0.04533392 0.016844456 -0.064384672  -0.02183290
#> exo3       0.01489671 0.007418384  0.004405494   0.02264469
#> 
#> $PRK$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.13860910 0.06140018 -0.21460715  -0.05720698
#> lag1_var2 -0.02712635 0.40078203 -0.60926297   0.49509828
#> lag1_var3 -0.89432488 0.49012394 -1.66712232  -0.28202941
#> lag1_var4  0.96616563 0.50093698  0.34325941   1.74564017
#> const     -1.01566326 1.62065920 -3.38384532   1.10125789
#> exo1      -0.03952348 0.07475226 -0.13881300   0.06296674
#> exo2       0.11827527 0.04287929  0.05994906   0.17489757
#> exo3       0.23868999 0.07143279  0.15892392   0.34828060
#> 
#> $PRK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4037767 0.1867726   0.1649291   0.63744496
#> lag1_var2  1.8194660 1.0336695   0.7004185   3.52635310
#> lag1_var3  3.1960757 1.3278030   1.7848693   5.43864656
#> lag1_var4 -2.4319838 1.3544420  -4.7206093  -1.01845991
#> const      7.5619413 3.4251840   3.6128243  12.96699410
#> exo1      -0.1401558 0.1811475  -0.4124927   0.08784941
#> exo2      -1.4822413 0.1963673  -1.7796090  -1.22136118
#> exo3      -0.3514894 0.2094770  -0.6787352  -0.14070255
#> 
#> $PRK$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.3073613 0.1948366  0.009359973  0.546734112
#> lag1_var2  1.5579639 0.8857413  0.554672643  3.000809161
#> lag1_var3  2.2129394 1.1630322  0.820758496  4.102898767
#> lag1_var4 -1.3838874 1.1787502 -3.312716038  0.002031274
#> const      5.8080555 3.0585811  2.309086798 10.288398142
#> exo1      -0.1755184 0.1591329 -0.391899298  0.043957337
#> exo2      -1.4405233 0.1996434 -1.753146094 -1.182371994
#> exo3      -0.1840074 0.2511572 -0.556833461  0.108135684
#> 
#> 
#> 
#> $PRT
#> $PRT$Sigma
#> $PRT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003833642 0.0001070618 0.0002640757 0.0005444294
#> 
#> $PRT$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01184212 0.004136647  -0.0178964 -0.006677991
#> Sigma[2,2]  0.83970844 0.187653915   0.6692467  1.140845531
#> 
#> $PRT$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01054499 0.004084048  0.005654972   0.01632715
#> Sigma[3,2] -0.68025258 0.203583195 -1.001668306  -0.51081604
#> Sigma[3,3]  0.79278276 0.204776812  0.623337232   1.12324987
#> 
#> $PRT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.003677867 0.001864419  0.001382916  0.006263141
#> Sigma[4,2] -0.188360473 0.105635396 -0.357487316 -0.098878274
#> Sigma[4,3]  0.410640533 0.093025132  0.333842782  0.562785030
#> Sigma[4,4]  0.318219044 0.046536951  0.264657715  0.392026292
#> 
#> 
#> $PRT$A
#> $PRT$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9980710525 0.01123961  0.98104244   1.01195174
#> lag1_var2  0.0113683436 0.03332015 -0.02281922   0.06888898
#> lag1_var3  0.0220468018 0.05566027 -0.03498514   0.11808768
#> lag1_var4 -0.0297544129 0.05196318 -0.11815379   0.02491118
#> const      0.5424674528 0.13143363  0.38770078   0.74273045
#> exo1      -0.0003276012 0.01572239 -0.02535610   0.01616047
#> exo2      -0.1088280239 0.02284582 -0.13713871  -0.07488223
#> exo3       0.0062768940 0.02091963 -0.02257427   0.03386065
#> 
#> $PRT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.4272404 0.7166473  -0.7291838    1.2716309
#> lag1_var2  -2.6300790 1.7364951  -4.9419244   -0.3973559
#> lag1_var3  -5.9326375 2.9114150  -9.7737801   -2.2451368
#> lag1_var4   5.9718400 2.7270491   2.6509716    9.5935498
#> const     -12.7347800 6.8976356 -21.7046656   -3.4028701
#> exo1       -1.3200585 0.8683242  -2.7372237   -0.3880714
#> exo2        0.3572980 1.2317008  -1.3372870    2.0525516
#> exo3        0.8128663 0.8758552  -0.1678346    2.1348286
#> 
#> $PRT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.7736465 0.7106797 -0.07288219  1.933739520
#> lag1_var2  0.6189111 1.5958685 -1.80436705  2.266483815
#> lag1_var3  2.0702730 2.6723068 -1.97077845  4.783780106
#> lag1_var4 -1.4542483 2.5081475 -4.01545772  2.372486473
#> const      3.1121029 6.9747875 -7.19014305 12.763485296
#> exo1       0.8161454 0.7714885 -0.31985640  1.838273339
#> exo2      -1.6669216 1.0832834 -2.68626092 -0.009571878
#> exo3      -1.1311285 0.6988359 -2.06062614 -0.135728634
#> 
#> $PRT$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.1228963 0.4535525   0.4729411   1.74692213
#> lag1_var2 -1.4783845 0.9276428  -3.1017715  -0.48661012
#> lag1_var3 -2.3422105 1.5376799  -5.0366241  -0.69317503
#> lag1_var4  2.9788095 1.4260121   1.4745868   5.50186037
#> const     -6.7024681 4.2975256 -12.7957931  -1.63196617
#> exo1       0.0283001 0.5149136  -0.7698363   0.55948729
#> exo2      -1.5714376 0.6535833  -2.0885745  -0.47242457
#> exo3      -0.6902784 0.4010611  -1.1658401  -0.09325213
#> 
#> 
#> 
#> $PRY
#> $PRY$Sigma
#> $PRY$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008252832 0.0002339087 0.0006071823   0.00118606
#> 
#> $PRY$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01230209 0.004675313 -0.01906074 -0.006809776
#> Sigma[2,2]  1.28109174 0.239575559  0.98336432  1.587568013
#> 
#> $PRY$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.001129437 0.008039224 -0.01357849  0.007138004
#> Sigma[3,2] -0.838140360 0.323526081 -1.25627389 -0.400272376
#> Sigma[3,3]  1.605541286 0.425287241  1.08795697  2.237621259
#> 
#> $PRY$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01010618 0.006914262 -0.02085502 -0.002762726
#> Sigma[4,2]  0.05475730 0.243599995 -0.25677595  0.376716498
#> Sigma[4,3]  1.08257352 0.283063595  0.73914367  1.509284027
#> Sigma[4,4]  1.18581503 0.202232789  0.91664258  1.484196369
#> 
#> 
#> $PRY$A
#> $PRY$A$equation1
#>                    mean         sd 5% quantile  95% quantile
#> lag1_var1  0.9925501144 0.01701571  0.96261325  1.0071091655
#> lag1_var2 -0.0031127897 0.07700308 -0.13009159  0.0832078455
#> lag1_var3  0.0003739112 0.11539598 -0.18701196  0.1340944642
#> lag1_var4 -0.0045366942 0.11455967 -0.13580299  0.1826920068
#> const      0.5179209458 0.25168935  0.21239281  0.8568147230
#> exo1       0.0256337743 0.02883472 -0.01525138  0.0623189146
#> exo2      -0.0323970173 0.02912549 -0.07669974 -0.0006615354
#> exo3       0.0050441689 0.01849676 -0.02027483  0.0323804946
#> 
#> $PRY$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.0456045 0.3374592  -0.3085724    0.5562611
#> lag1_var2  0.2405885 1.6784414  -2.2688805    2.0688410
#> lag1_var3 -0.1799972 2.4540514  -3.7533514    2.4705764
#> lag1_var4  0.2469124 2.3887538  -2.3939401    3.7067830
#> const     -2.1719780 4.3391615  -8.5766508    3.0447767
#> exo1      -0.8417319 0.9654653  -2.0590749    0.6103735
#> exo2       1.5140887 1.1634458   0.0114963    3.1131772
#> exo3       1.2654716 1.4540082  -0.9125764    2.7944995
#> 
#> $PRY$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.2667771 0.6363278   0.6227114    2.1816455
#> lag1_var2  1.8546770 1.8005834  -0.8810141    4.1585333
#> lag1_var3  2.9655202 2.6939201  -1.1012322    6.3456734
#> lag1_var4 -2.5865719 2.6795756  -5.8286023    1.5242093
#> const     10.1138198 5.0650278   2.4212762   16.4479820
#> exo1       0.6137837 1.7300438  -1.6063556    3.0273116
#> exo2      -1.6582850 1.1777691  -3.4123020   -0.2840298
#> exo3       0.3132541 1.7104615  -1.7036486    2.8016242
#> 
#> $PRY$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.37294127 0.7169103   0.5667492    2.3815420
#> lag1_var2  1.71854841 1.9003542  -0.7072518    4.4236647
#> lag1_var3  2.40291327 2.8497740  -1.2934671    6.5480568
#> lag1_var4 -1.98651875 2.7628057  -5.9058731    1.6477741
#> const      7.45069462 6.0299647   0.4909303   16.1622601
#> exo1       0.03087894 1.4485056  -1.4945572    2.2971508
#> exo2      -0.63544214 0.6417150  -1.5181845    0.2488014
#> exo3       1.28938194 1.4422355  -0.2752702    3.1756309
#> 
#> 
#> 
#> $PSE
#> $PSE$Sigma
#> $PSE$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004878101 0.002398077 0.002797879   0.00893231
#> 
#> $PSE$Sigma$equation2
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.1029969 0.05848861  -0.2044701  -0.04871185
#> Sigma[2,2]  7.2160978 2.31278059   4.7517983  10.26631729
#> 
#> $PSE$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05124294 0.03589895  0.01906822    0.1150347
#> Sigma[3,2] -4.26029843 1.28356858 -5.96123362   -2.9222340
#> Sigma[3,3]  2.82333755 0.69358568  2.09618531    3.7744215
#> 
#> $PSE$Sigma$equation4
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01512037 0.01899046 -0.004357627   0.04686008
#> Sigma[4,2] -1.79524062 0.49676282 -2.429004055  -1.19467997
#> Sigma[4,3]  1.45365696 0.24993874  1.166764946   1.78554375
#> Sigma[4,4]  0.95543225 0.10313508  0.850051622   1.12203234
#> 
#> 
#> $PSE$A
#> $PSE$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.91535744 0.04210637  0.86823754   0.98003185
#> lag1_var2  0.03686569 0.03514324 -0.01966836   0.07168077
#> lag1_var3  0.07715538 0.08201479 -0.05160417   0.16232799
#> lag1_var4 -0.05425749 0.06097123 -0.11480852   0.04007508
#> const      0.94264034 0.42288549  0.40841690   1.50383924
#> exo1       0.03965809 0.05959904 -0.04361265   0.12542159
#> exo2      -0.15689283 0.11034492 -0.31954250  -0.02654328
#> exo3       0.02360263 0.06670922 -0.06645198   0.10234486
#> 
#> $PSE$A$equation2
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.29435188  1.660337  -1.0843825     3.281870
#> lag1_var2   0.07839306  1.091915  -1.5203545     1.518482
#> lag1_var3  -1.86728468  2.636871  -5.7782914     1.501668
#> lag1_var4   1.55074776  2.013939  -0.9212555     4.581906
#> const     -13.27603030 23.396983 -52.0897572    10.622200
#> exo1        2.25049320  1.959380  -0.2754614     4.504100
#> exo2       -0.88025978  2.614719  -4.7802015     2.230430
#> exo3        0.14573008  2.861210  -3.3730856     4.314393
#> 
#> $PSE$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.5764039  1.1728532  -2.1340764   1.07169930
#> lag1_var2  0.4685125  0.6990726  -0.4751691   1.49877746
#> lag1_var3  1.8376070  1.6508153  -0.3659878   4.30902928
#> lag1_var4 -0.7357602  1.2637759  -2.6769255   0.80708651
#> const      6.6525295 15.9397192 -10.9825516  32.30991863
#> exo1      -1.1790034  0.9684690  -2.4862361   0.09241539
#> exo2      -2.1957191  1.7062763  -4.7862080  -0.35932405
#> exo3       1.1618041  1.8510328  -1.8002456   3.45259511
#> 
#> $PSE$A$equation4
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.1753490 0.8312759  -1.21049598    1.0274294
#> lag1_var2  0.2902382 0.4342515  -0.34327023    0.8169114
#> lag1_var3  0.5026481 0.9862330  -0.91646922    1.7381621
#> lag1_var4  0.5695080 0.7406556  -0.40236657    1.5718183
#> const     -0.2838966 9.7200983 -12.46213054   13.1558984
#> exo1      -0.3857782 0.5001405  -1.03426728    0.2817320
#> exo2      -3.3947186 1.1489356  -5.24045298   -2.3344002
#> exo3       1.6624354 1.0467357  -0.02656578    2.8968790
#> 
#> 
#> 
#> $PYF
#> $PYF$Sigma
#> $PYF$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003646315 0.0001285449 0.0002139693 0.0005584766
#> 
#> $PYF$Sigma$equation2
#>                    mean           sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001974455 0.0007442619 -0.002895971 -0.0008452911
#> Sigma[2,2]  0.018450163 0.0047628998  0.012204314  0.0247607346
#> 
#> $PYF$Sigma$equation3
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0003325611 0.0004469123 -9.030104e-05  0.001102562
#> Sigma[3,2] -0.0081123771 0.0039500885 -1.473194e-02 -0.004391631
#> Sigma[3,3]  0.0312771564 0.0060625231  2.208793e-02  0.038080041
#> 
#> $PYF$Sigma$equation4
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[4,1] -0.0008862641 0.0006443263 -0.001879299 -0.0001689944
#> Sigma[4,2]  0.0024690458 0.0034086759 -0.001800079  0.0079525328
#> Sigma[4,3]  0.0302327462 0.0064459645  0.021328618  0.0393202814
#> Sigma[4,4]  0.0358256959 0.0074677513  0.027756716  0.0477464362
#> 
#> 
#> $PYF$A
#> $PYF$A$equation1
#>                   mean         sd  5% quantile  95% quantile
#> lag1_var1  0.987689409 0.02303805  0.954251425  1.0170823681
#> lag1_var2 -0.007527517 0.03805688 -0.056339791  0.0506755537
#> lag1_var3  0.007198467 0.07363384 -0.087547964  0.1236049875
#> lag1_var4 -0.009239504 0.06713965 -0.115866288  0.0770177728
#> const      0.536793251 0.20224682  0.307583121  0.8130057872
#> exo1      -0.010119002 0.01015015 -0.026374415  0.0006908977
#> exo2      -0.070112141 0.01448508 -0.084441554 -0.0533640345
#> exo3       0.019637683 0.02175179 -0.009246519  0.0466915577
#> 
#> $PYF$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.01126735 0.1474186 -0.22681807    0.1736061
#> lag1_var2  0.75141175 0.1811634  0.49805598    0.9908169
#> lag1_var3  0.32885883 0.4704102 -0.35968885    0.9787060
#> lag1_var4 -0.26862732 0.4180126 -0.83458491    0.3514402
#> const      1.94825372 1.4257371  0.06253943    3.8797778
#> exo1       0.04055942 0.1082492 -0.05611387    0.2129650
#> exo2       1.09885365 0.1110087  0.93475928    1.2215538
#> exo3       0.10682263 0.1389226 -0.06110724    0.3277675
#> 
#> $PYF$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.174648112 0.2530086  -0.1578397    0.4997281
#> lag1_var2 -0.135069631 0.3385409  -0.5794262    0.2703284
#> lag1_var3 -0.172894175 0.7088100  -1.1628617    0.6641807
#> lag1_var4  0.994349840 0.6220692   0.2566309    1.8458547
#> const     -0.113528294 1.9394570  -2.2906859    3.0052697
#> exo1      -0.005661107 0.1609995  -0.1776534    0.2529700
#> exo2      -1.005585471 0.2139898  -1.3261010   -0.7494046
#> exo3      -0.224026341 0.2026039  -0.5705309   -0.0325022
#> 
#> $PYF$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1634388 0.2226655  -0.1127971   0.44042804
#> lag1_var2 -0.1048491 0.3349817  -0.5358223   0.34616660
#> lag1_var3 -0.7452951 0.6500494  -1.6541110   0.01913991
#> lag1_var4  1.6254924 0.5817279   0.9253998   2.42189729
#> const     -0.7116218 1.7617359  -2.7903733   1.84123687
#> exo1       0.0173732 0.1822733  -0.2130890   0.28085463
#> exo2      -0.4410126 0.2149866  -0.7980559  -0.22648890
#> exo3      -0.1778370 0.2374213  -0.5615003   0.09738332
#> 
#> 
#> 
#> $QAT
#> $QAT$Sigma
#> $QAT$Sigma$equation1
#>                  mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.00375993 0.0008506612 0.002586997  0.004909107
#> 
#> $QAT$Sigma$equation2
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[2,1] 0.0008777032 0.0008696439 -9.124011e-05  0.002212203
#> Sigma[2,2] 0.0095349004 0.0028017291  6.922984e-03  0.014276241
#> 
#> $QAT$Sigma$equation3
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.00276031 0.002712327 -0.0004442783  0.006036014
#> Sigma[3,2] -0.01965819 0.007165139 -0.0295384769 -0.009182789
#> Sigma[3,3]  0.21523179 0.024063033  0.1784435024  0.245714533
#> 
#> $QAT$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003626336 0.002449382  0.0004724073  0.006628390
#> Sigma[4,2] -0.011257551 0.005806382 -0.0184504713 -0.002184764
#> Sigma[4,3]  0.199228730 0.023160899  0.1670559075  0.231183369
#> Sigma[4,4]  0.190890161 0.023580118  0.1605969073  0.225655038
#> 
#> 
#> $QAT$A
#> $QAT$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  1.01438894 0.03441836  0.975269072  1.065731375
#> lag1_var2 -0.26632963 0.29562413 -0.695574221  0.058961005
#> lag1_var3 -0.47275864 0.49312665 -1.220706659  0.021281500
#> lag1_var4  0.47599607 0.50378540 -0.036462644  1.240055624
#> const     -0.63429375 1.14962860 -2.503108986  0.698351698
#> exo1       0.06361133 0.03705821  0.006849384  0.102883837
#> exo2      -0.07628137 0.06789684 -0.173495422 -0.001542728
#> exo3      -0.03056872 0.07473626 -0.135036928  0.068210055
#> 
#> $QAT$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.07994239 0.05504663 -0.15670362  -0.01307859
#> lag1_var2  0.85816567 0.31366398  0.48074781   1.30517335
#> lag1_var3  0.18373841 0.48096770 -0.34818575   0.93219046
#> lag1_var4 -0.18517554 0.49279510 -0.95442618   0.34725671
#> const      2.26553947 1.23338907  0.88530832   4.24695480
#> exo1      -0.18158079 0.09626332 -0.27618697  -0.02750891
#> exo2       0.04285652 0.09895178 -0.07180673   0.18220119
#> exo3      -0.05723936 0.11441050 -0.21225457   0.07787768
#> 
#> $QAT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.63793811 0.1648231   0.4318160    0.8831233
#> lag1_var2 -1.43402183 1.8043831  -4.1590917    0.8394495
#> lag1_var3 -1.42649126 2.9119835  -5.4277244    2.4519936
#> lag1_var4  2.29899034 2.9495750  -1.6486783    6.3255391
#> const     -5.25556750 6.2088416 -12.2408940    2.9469192
#> exo1       0.85793670 0.4194899   0.4078837    1.5812055
#> exo2      -0.13522847 0.4476758  -0.6554143    0.4752090
#> exo3      -0.01252769 0.3385621  -0.4429696    0.4861163
#> 
#> $QAT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.57166446 0.1464830   0.3540233    0.7657658
#> lag1_var2 -0.95140579 1.7628476  -3.8214625    1.1322563
#> lag1_var3 -1.59814639 2.8200344  -5.7797815    1.9918732
#> lag1_var4  2.47844031 2.8606910  -1.1773492    6.7038291
#> const     -4.15725062 5.7774983 -11.0896667    3.1328123
#> exo1       0.71291172 0.3807227   0.3667204    1.3611620
#> exo2      -0.10795152 0.4405700  -0.6810768    0.4292351
#> exo3      -0.07835159 0.3143649  -0.4537917    0.3892882
#> 
#> 
#> 
#> $ROU
#> $ROU$Sigma
#> $ROU$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001689994 0.0004284039 0.001227445  0.002317086
#> 
#> $ROU$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00457255 0.005313752 -0.01178475  0.002887354
#> Sigma[2,2]  0.37259908 0.060780037  0.28146211  0.448570873
#> 
#> $ROU$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.006444434 0.008521424 -0.01491527  0.006940378
#> Sigma[3,2] -0.410005090 0.134280104 -0.56189357 -0.223192345
#> Sigma[3,3]  1.383716377 0.261316284  1.06579361  1.720016021
#> 
#> $ROU$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.00956179 0.007643332 -0.01853357  0.002202666
#> Sigma[4,2] -0.20474233 0.117027899 -0.35935397 -0.054314066
#> Sigma[4,3]  1.22639251 0.236081434  0.94030106  1.535337797
#> Sigma[4,4]  1.18821523 0.234799964  0.88012847  1.499345238
#> 
#> 
#> $ROU$A
#> $ROU$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9881603388 0.01481033  0.97001132   1.00692834
#> lag1_var2  0.0007309179 0.04009433 -0.06167433   0.05325741
#> lag1_var3 -0.0114486902 0.07490345 -0.12651373   0.08531334
#> lag1_var4  0.0075685112 0.06979659 -0.08275504   0.11461204
#> const      0.5048619868 0.23835432  0.16223356   0.78486400
#> exo1       0.0523674905 0.04319276 -0.01036790   0.11176886
#> exo2      -0.0468185736 0.05085417 -0.10555114   0.02928907
#> exo3       0.0339651037 0.03743375 -0.01620161   0.08218312
#> 
#> $ROU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2715683 0.4332355  -0.7872676    0.3476791
#> lag1_var2  1.3724433 1.1551801  -0.1526341    2.9759501
#> lag1_var3  0.9870376 1.9010519  -1.6084255    3.7497625
#> lag1_var4 -0.9120366 1.8073595  -3.5244970    1.5537402
#> const      3.8409515 6.4520240  -5.8236933   12.0305090
#> exo1      -0.3264964 0.4908245  -0.8859591    0.4123802
#> exo2       0.4425073 0.6678050  -0.4132679    1.4115814
#> exo3       0.2142414 0.7612592  -0.7489794    1.2571178
#> 
#> $ROU$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.38896888  0.8600384  -0.6997778    1.6989843
#> lag1_var2 -0.81053993  2.3738083  -4.3251542    2.2645486
#> lag1_var3 -0.45466241  3.8141275  -6.0770467    4.4996211
#> lag1_var4  1.31634575  3.6193825  -3.4095090    6.6441608
#> const     -2.49517408 11.7767750 -17.5644859   13.3814615
#> exo1       0.32308986  0.6289380  -0.6473302    1.1016724
#> exo2      -0.06345346  1.5691043  -1.9273621    1.9743620
#> exo3      -2.79182895  1.3113590  -4.4204750   -0.6531564
#> 
#> $ROU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2906857 0.6744421  -0.4557146    1.3579025
#> lag1_var2 -0.5008758 1.8949065  -3.4863867    1.7778420
#> lag1_var3 -0.7106094 3.0700623  -5.4610274    2.9223628
#> lag1_var4  1.6254688 2.9063859  -1.8374009    6.1183229
#> const     -2.3333814 9.0317989 -14.7213753    9.9235743
#> exo1       0.1650972 0.6242032  -0.9601585    0.7538027
#> exo2       0.1600006 1.3204647  -1.2503196    1.9213200
#> exo3      -2.8448394 1.0140546  -4.0049865   -1.1631402
#> 
#> 
#> 
#> $RUS
#> $RUS$Sigma
#> $RUS$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001543388 0.0004755746 0.0008593528  0.002121194
#> 
#> $RUS$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02210895 0.008434366 -0.03325205  -0.01049562
#> Sigma[2,2]  0.72720262 0.200292575  0.47105562   1.04184018
#> 
#> $RUS$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.02265994 0.009385747  0.009544071   0.03238516
#> Sigma[3,2] -0.69505249 0.195184119 -1.007411228  -0.47017928
#> Sigma[3,3]  1.01065248 0.203899108  0.741283822   1.29525939
#> 
#> $RUS$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0102772 0.005516198  0.002324862   0.01766099
#> Sigma[4,2] -0.2799834 0.094999888 -0.409758391  -0.15390182
#> Sigma[4,3]  0.6526881 0.129197085  0.464729058   0.82760476
#> Sigma[4,4]  0.5369992 0.113786216  0.411432977   0.69381492
#> 
#> 
#> $RUS$A
#> $RUS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.11137358 0.03170508  1.07102625   1.16150418
#> lag1_var2 -0.20989963 0.11108005 -0.39908030  -0.10800531
#> lag1_var3 -0.35617924 0.19317561 -0.68810283  -0.18311095
#> lag1_var4  0.30930517 0.18473586  0.14446018   0.62730567
#> const     -0.24071461 0.42913655 -0.87766612   0.26603925
#> exo1       0.02375897 0.03369876 -0.03409060   0.05797875
#> exo2      -0.05590974 0.04221910 -0.09762127   0.01649867
#> exo3       0.02195195 0.03910714 -0.01866804   0.07772597
#> 
#> $RUS$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.8412324 0.6246639  -2.7123401   -1.0035380
#> lag1_var2  5.1470462 1.8399909   2.8989167    8.0737788
#> lag1_var3  7.1739848 3.1736589   3.5117059   12.3836175
#> lag1_var4 -6.6598685 3.0120558 -11.6455302   -3.2327581
#> const     21.0390322 9.1314829   8.2093359   33.3927120
#> exo1       0.3590188 0.6835809  -0.5107182    1.3992871
#> exo2       1.4323078 0.8916756   0.1113099    2.6316844
#> exo3      -1.0169295 0.9835707  -2.2385522    0.2269851
#> 
#> $RUS$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   1.7260547  0.8342552   0.3629509    2.8017164
#> lag1_var2  -2.0675796  2.5589157  -5.3998467    1.8940279
#> lag1_var3  -2.5584601  4.3677642  -8.4479350    4.0125978
#> lag1_var4   2.9492973  4.1070027  -3.2036253    8.5244806
#> const     -11.1121317 10.1709751 -25.7037696    1.1562529
#> exo1        0.2030518  0.8434476  -1.0642464    1.3624230
#> exo2       -1.7029689  1.2060402  -3.4800440   -0.2393693
#> exo3        0.9159006  1.0648445  -0.4515763    2.4505175
#> 
#> $RUS$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6218038 0.5999031  -0.3570853    1.2292917
#> lag1_var2  0.8306500 1.8004140  -0.9865519    3.7573814
#> lag1_var3  1.4342328 3.0630546  -1.6835380    6.3171230
#> lag1_var4 -0.7167508 2.8672652  -5.2879598    2.1999451
#> const      0.4579515 7.2535090 -10.3536802    9.3525853
#> exo1       0.4589316 0.5288802  -0.2637873    1.1858377
#> exo2      -0.9099928 0.8856872  -2.1993770    0.2543239
#> exo3       0.3017704 0.8158278  -0.7289517    1.2548528
#> 
#> 
#> 
#> $RWA
#> $RWA$Sigma
#> $RWA$Sigma$equation1
#>                  mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.01955041 0.003887848  0.01324991   0.02434748
#> 
#> $RWA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.002430491 0.008602635 -0.01146006  0.009078856
#> Sigma[2,2]  0.124675023 0.029324411  0.08795212  0.167044966
#> 
#> $RWA$Sigma$equation3
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.002395344 0.01310967 -0.01730865    0.0168480
#> Sigma[3,2] -0.126166813 0.03920959 -0.19307907   -0.0833690
#> Sigma[3,3]  0.257330153 0.06088006  0.19426202    0.3603558
#> 
#> $RWA$Sigma$equation4
#>                     mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.0005509247 0.01045788 -0.01463108   0.01232266
#> Sigma[4,2] -0.0584558668 0.02755316 -0.10607045  -0.02662459
#> Sigma[4,3]  0.2060857333 0.05108959  0.14857762   0.27876998
#> Sigma[4,4]  0.1940340182 0.04924460  0.13374034   0.25382048
#> 
#> 
#> $RWA$A
#> $RWA$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.96723283 0.07042388  0.86807952   1.05353170
#> lag1_var2  0.28849975 0.24247696  0.07129155   0.69032436
#> lag1_var3  0.55035334 0.39197569  0.18722150   1.17920676
#> lag1_var4 -0.56082535 0.38066780 -1.18591368  -0.21421200
#> const      1.99920186 1.27337334  0.70374610   3.91724380
#> exo1      -0.01729197 0.13975217 -0.22108118   0.14327284
#> exo2      -0.20687364 0.13789697 -0.42888376  -0.04488485
#> exo3       0.08855092 0.17529171 -0.16207747   0.29735915
#> 
#> $RWA$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1628089 0.1245667 -0.03310685    0.3069695
#> lag1_var2  0.2086581 0.6167042 -0.55949700    1.2067121
#> lag1_var3 -1.0933799 1.0259548 -2.35722632    0.5615206
#> lag1_var4  1.0802808 1.0147222 -0.57466606    2.3128069
#> const     -1.3688227 2.4542232 -4.81645009    1.4625115
#> exo1      -0.1004231 0.2325708 -0.37975380    0.2622091
#> exo2       0.7171665 0.5085617  0.33107191    1.6097465
#> exo3       3.1429728 0.2784477  2.84997413    3.5829860
#> 
#> $RWA$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5451775 0.1541564  -0.7192289   -0.3171086
#> lag1_var2  2.4676092 0.9650545   0.8711645    3.4625887
#> lag1_var3  4.6261757 1.6742828   1.8332116    6.1685036
#> lag1_var4 -3.6451347 1.6307459  -5.0945887   -0.8905690
#> const     10.2001020 3.6265129   4.3927169   15.1245174
#> exo1       0.1506445 0.4298380  -0.4806589    0.7417243
#> exo2       2.5972057 0.7833183   1.5769896    3.6711663
#> exo3      -4.4166757 0.5289377  -5.1853022   -3.6978311
#> 
#> $RWA$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5139468 0.1330712  -0.6748659   -0.3131241
#> lag1_var2  2.4849306 0.7357305   1.3485405    3.1577786
#> lag1_var3  3.7316703 1.3163448   1.6839015    4.9342647
#> lag1_var4 -2.7292297 1.2695658  -3.8879366   -0.7254841
#> const      8.7398672 3.4211891   2.8359981   12.0282381
#> exo1       0.1025501 0.3831393  -0.3916125    0.6850329
#> exo2       3.4120571 0.6517489   2.5694023    4.3921295
#> exo3      -2.9251534 0.4776656  -3.6030946   -2.3013030
#> 
#> 
#> 
#> $SAU
#> $SAU$Sigma
#> $SAU$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001164702 0.000262091 0.000864387  0.001578258
#> 
#> $SAU$Sigma$equation2
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[2,1] 0.001562971 0.002230786 -0.0005333407   0.00536662
#> Sigma[2,2] 0.101816084 0.038009033  0.0573736620   0.15782767
#> 
#> $SAU$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005257741 0.002970348  0.001287276   0.00961520
#> Sigma[3,2] -0.015865169 0.030902684 -0.059988881   0.02121644
#> Sigma[3,3]  0.391969941 0.076519366  0.298207695   0.50502959
#> 
#> $SAU$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.00651956 0.003614897 0.0019335210   0.01139636
#> Sigma[4,2] 0.04206774 0.036795939 0.0004809518   0.09360589
#> Sigma[4,3] 0.40574160 0.087590313 0.2984348365   0.54905042
#> Sigma[4,4] 0.45413746 0.105873344 0.3259449784   0.63353777
#> 
#> 
#> $SAU$A
#> $SAU$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.008104196 0.03140409  0.95482566   1.04342476
#> lag1_var2 -0.076149966 0.06192678 -0.16098575   0.01059225
#> lag1_var3 -0.140831351 0.12588860 -0.30229773   0.03723348
#> lag1_var4  0.133424291 0.11603937 -0.03078480   0.28296115
#> const      0.210051445 0.39033158 -0.18171787   0.89291566
#> exo1       0.016073711 0.02784036 -0.01641954   0.06145751
#> exo2      -0.056436934 0.03179726 -0.10548062  -0.02068825
#> exo3       0.009754954 0.02675563 -0.02259524   0.05106588
#> 
#> $SAU$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1599139 0.1208180 -0.32036069  0.002158675
#> lag1_var2  1.3470861 0.4546336  0.70981238  1.941048133
#> lag1_var3  1.1532551 0.8842007 -0.06071163  2.354664706
#> lag1_var4 -1.1060660 0.8223589 -2.23114578  0.019669252
#> const      3.2465219 0.8452939  2.05939838  4.399822329
#> exo1      -0.6678842 0.2916029 -1.09046014 -0.386630963
#> exo2       1.9138314 0.2918583  1.52081386  2.287710984
#> exo3       0.1955644 0.3198626 -0.24491272  0.623823617
#> 
#> $SAU$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.93629159 0.5638623   0.08302077    1.5948698
#> lag1_var2 -2.58286817 1.3459804  -3.99947692   -0.5074097
#> lag1_var3 -3.69967259 2.5655271  -6.08577506    0.3319283
#> lag1_var4  4.39044344 2.3658279   0.69229668    6.5917108
#> const     -7.93444945 5.5405954 -15.86752436   -1.7759283
#> exo1      -0.04566828 0.5597121  -0.87542546    0.6206233
#> exo2       0.19522767 0.4049884  -0.26882139    0.7874491
#> exo3       1.23493895 0.7778410   0.48728816    2.6000799
#> 
#> $SAU$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9355244 0.5484480   0.1291901   1.57590781
#> lag1_var2 -2.3280268 1.3546133  -3.7303740  -0.19707388
#> lag1_var3 -3.9382987 2.5588774  -6.5761578   0.04016315
#> lag1_var4  4.6504201 2.3616120   0.9661142   7.08697807
#> const     -8.2092231 5.6263865 -16.2743613  -2.13970416
#> exo1      -0.4313079 0.6127271  -1.4113235   0.12897804
#> exo2       1.4289028 0.4040288   1.0479617   2.07304882
#> exo3       1.4531704 0.8601171   0.6024086   2.97866209
#> 
#> 
#> 
#> $SDN
#> $SDN$Sigma
#> $SDN$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003041144 0.0005500151 0.002486121  0.003927268
#> 
#> $SDN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02029057 0.01328865 -0.03971153   -0.0041266
#> Sigma[2,2]  1.26510004 0.37386351  0.91727330    1.8796128
#> 
#> $SDN$Sigma$equation3
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01162741 0.00777628  0.002477927   0.02295198
#> Sigma[3,2] -0.71178533 0.21183302 -1.045228317  -0.50103781
#> Sigma[3,3]  0.41820026 0.12101888  0.290978817   0.60425741
#> 
#> $SDN$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.00191758 0.001767323  0.0001982907  0.004512632
#> Sigma[4,2] -0.10613351 0.038765240 -0.1639406885 -0.053046171
#> Sigma[4,3]  0.08039991 0.022838797  0.0514375215  0.114698383
#> Sigma[4,4]  0.03311221 0.006931076  0.0235333691  0.040523192
#> 
#> 
#> $SDN$A
#> $SDN$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.980130078 0.05426864  0.91098510   1.06861808
#> lag1_var2 -0.074154551 0.13559680 -0.26250422   0.10593485
#> lag1_var3 -0.173794917 0.27126510 -0.55841527   0.18715546
#> lag1_var4  0.175646416 0.25671225 -0.16608856   0.52993368
#> const      0.242816862 0.58926995 -0.57926955   1.00459878
#> exo1       0.035372122 0.06472735 -0.05752493   0.11079253
#> exo2      -0.004995271 0.04427959 -0.08574746   0.03033438
#> exo3       0.053761303 0.04688462  0.01348890   0.13844762
#> 
#> $SDN$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   1.0681535 0.7537092  -0.05049138   1.81832637
#> lag1_var2  -2.2586570 1.8499934  -4.19251286   0.71455533
#> lag1_var3  -5.8290721 3.6009695  -9.66347801  -0.09798296
#> lag1_var4   5.6810051 3.3977930   0.25926041   9.27880680
#> const     -14.0882197 9.2997404 -23.64235829   0.94921340
#> exo1       -0.5014479 0.6719132  -1.51635212   0.33812903
#> exo2        0.6265162 1.3925006  -1.04836081   2.56583735
#> exo3       -0.6422874 1.0313687  -2.10151796   0.57453312
#> 
#> $SDN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.8061368 0.4403864 -1.30220559   -0.2258368
#> lag1_var2  2.0832709 1.1097258  0.54565526    3.2815931
#> lag1_var3  4.7163437 2.1978797  1.70585281    7.2130705
#> lag1_var4 -3.6116500 2.0641231 -5.94029901   -0.7820484
#> const     11.4213045 5.1451351  3.88271250   17.1652263
#> exo1       0.2902625 0.3297761 -0.08247576    0.8214277
#> exo2      -0.4595458 0.7199346 -1.40999422    0.4137622
#> exo3       0.7882499 0.5701938  0.02748437    1.6072377
#> 
#> $SDN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.35511403 0.1466631  -0.5492319 -0.177247036
#> lag1_var2  0.76396900 0.4053553   0.3388946  1.301710082
#> lag1_var3  1.40786692 0.8299403   0.5401452  2.491463744
#> lag1_var4 -0.32175253 0.7725988  -1.3397209  0.489828060
#> const      3.55540431 1.3375514   1.7289578  5.304894010
#> exo1       0.05440819 0.1528225  -0.1534189  0.251008200
#> exo2      -0.18180789 0.1483547  -0.4205001 -0.007703187
#> exo3       0.54175178 0.1769265   0.2889221  0.771713133
#> 
#> 
#> 
#> $SEN
#> $SEN$Sigma
#> $SEN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003405562 7.214518e-05 0.0002399199  0.000443574
#> 
#> $SEN$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0007732727 0.001410243 -0.003027591 0.0006685565
#> Sigma[2,2]  0.2666671182 0.067356086  0.206588968 0.3729020395
#> 
#> $SEN$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0005988812 0.004252428 -0.007147848  0.004031917
#> Sigma[3,2] -0.5024598076 0.162751561 -0.783904996 -0.345812785
#> Sigma[3,3]  1.5052159097 0.326931029  1.095801155  1.943885593
#> 
#> $SEN$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001053176 0.003938126 -0.007343072  0.002872884
#> Sigma[4,2] -0.395555485 0.139101545 -0.638462135 -0.257127091
#> Sigma[4,3]  1.325366144 0.289745722  0.966058224  1.676761272
#> Sigma[4,4]  1.189348474 0.266725975  0.864928885  1.517396787
#> 
#> 
#> $SEN$A
#> $SEN$A$equation1
#>                   mean          sd  5% quantile  95% quantile
#> lag1_var1  0.994887477 0.008140842  0.985443358  1.0064254793
#> lag1_var2 -0.032561304 0.024477770 -0.064209969  0.0001062900
#> lag1_var3 -0.089455581 0.054772702 -0.160696606 -0.0120278474
#> lag1_var4  0.085310324 0.055599015  0.005776337  0.1564996699
#> const      0.325275687 0.172911831  0.127057218  0.6074090001
#> exo1      -0.004415598 0.019549927 -0.031615220  0.0221137615
#> exo2      -0.020680214 0.017511219 -0.048670765 -0.0001422091
#> exo3       0.025060283 0.012044483  0.009435249  0.0412092171
#> 
#> $SEN$A$equation2
#>                  mean       sd 5% quantile 95% quantile
#> lag1_var1  0.01169017 0.299958 -0.38484172    0.4740923
#> lag1_var2  1.26460021 1.106552 -0.59267240    2.4153350
#> lag1_var3  1.33619034 2.263654 -2.27826799    3.9186724
#> lag1_var4 -1.43219151 2.242273 -4.03148067    2.1202113
#> const      5.77868311 5.172660 -1.72445907   11.7113095
#> exo1      -0.12028490 0.599169 -0.81664214    0.7672332
#> exo2       0.64701015 0.544776  0.06209373    1.3726173
#> exo3       0.11886813 0.683080 -0.62865316    1.2674034
#> 
#> $SEN$A$equation3
#>                 mean       sd 5% quantile 95% quantile
#> lag1_var1 -0.4473327 0.562374  -1.3355056   0.22716880
#> lag1_var2  2.7853671 1.820594   0.7210167   5.65381263
#> lag1_var3  6.0775111 3.587367   1.0640750  10.93810640
#> lag1_var4 -5.0674563 3.557354  -9.7350465   0.04734071
#> const      8.8569460 8.671285  -1.6197716  20.37202164
#> exo1      -0.2129175 1.392935  -2.1736931   1.51124288
#> exo2      -0.4346264 1.292670  -2.1717030   0.94909276
#> exo3       0.9087430 1.578734  -1.3713032   2.93558743
#> 
#> $SEN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4545046 0.4578685  -1.1562948     0.106897
#> lag1_var2  3.3042669 1.4040284   1.6889364     5.410982
#> lag1_var3  6.5183622 2.7671633   2.4971198     9.872348
#> lag1_var4 -5.5344210 2.7505206  -8.7582823    -1.416399
#> const     10.9378258 6.8388977   2.3698184    19.448098
#> exo1      -0.2682618 1.2270540  -2.0177079     1.271966
#> exo2      -0.1183787 1.1482215  -1.6787375     1.143702
#> exo3       1.0091740 1.3540234  -0.9573527     2.761326
#> 
#> 
#> 
#> $SGP
#> $SGP$Sigma
#> $SGP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0007773626 0.0001414771 0.0005829042 0.0009522206
#> 
#> $SGP$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00865514 0.004484123 -0.01484149 -0.002330012
#> Sigma[2,2]  0.51003484 0.173391028  0.39174264  0.801332478
#> 
#> $SGP$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009458194 0.004248164  0.003695014   0.01535187
#> Sigma[3,2] -0.444033656 0.232610866 -0.809617567  -0.25159901
#> Sigma[3,3]  0.648349830 0.292960968  0.371522930   1.13489253
#> 
#> $SGP$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.00387699 0.002309169  0.001373894  0.006712808
#> Sigma[4,2] -0.10925985 0.136948819 -0.325580779  0.026072666
#> Sigma[4,3]  0.36875997 0.159136121  0.192552229  0.623391800
#> Sigma[4,4]  0.30958804 0.090361667  0.194594002  0.434278628
#> 
#> 
#> $SGP$A
#> $SGP$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.994831325 0.05419327  0.918362345  1.069409551
#> lag1_var2  0.001374781 0.10244113 -0.126281640  0.166083012
#> lag1_var3 -0.027035958 0.15422920 -0.214786205  0.223047395
#> lag1_var4  0.020361762 0.13952895 -0.207753688  0.187020654
#> const      0.555672268 0.37717314  0.040803201  1.081706650
#> exo1      -0.030496885 0.01921835 -0.048251187  0.002781232
#> exo2      -0.058787106 0.02588238 -0.100520579 -0.035705417
#> exo3       0.041318521 0.03229677 -0.009179383  0.066278602
#> 
#> $SGP$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2076979 0.9258769  -1.5571650    1.0811590
#> lag1_var2  2.0339484 1.5260415   0.2488805    4.3599339
#> lag1_var3  2.2465226 2.3637733  -0.4501123    5.9335250
#> lag1_var4 -2.1869069 2.1497355  -5.5126968    0.1862509
#> const      3.3895629 8.2124840  -8.3452078   14.0005001
#> exo1      -0.3204804 0.6840735  -1.3271942    0.4730244
#> exo2       0.2208992 0.5908543  -0.5077336    1.1787552
#> exo3       0.6093036 0.6440070  -0.5652092    1.1563384
#> 
#> $SGP$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1  0.9481944 0.9268211  -0.29119344    2.1120888
#> lag1_var2 -2.1081319 1.7297546  -4.38629341    0.3402948
#> lag1_var3 -2.7039992 2.5090361  -6.15585383    0.7425310
#> lag1_var4  3.3698589 2.2998148   0.21765541    6.5089921
#> const     -3.6143990 9.0529766 -13.12478193    9.0622895
#> exo1       0.9844312 0.6031015   0.05100791    1.6967938
#> exo2      -0.1030888 0.8374825  -1.37579130    0.7724400
#> exo3       0.3289111 0.7548804  -0.69237395    1.4088806
#> 
#> $SGP$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.82736943 0.6915989  -0.2534224    1.6905673
#> lag1_var2 -1.07714804 1.6035706  -2.9203388    1.4729941
#> lag1_var3 -1.69348596 2.2416206  -4.2571584    1.8990057
#> lag1_var4  2.41161289 2.0801494  -0.9158604    4.7914270
#> const     -2.63865256 6.4515595 -10.8098172    7.1776342
#> exo1       0.80487990 0.4087712   0.2115269    1.3528343
#> exo2       0.06706415 0.7575412  -1.0435781    0.8804367
#> exo3       0.79817306 0.5302974   0.1122302    1.6149865
#> 
#> 
#> 
#> $SLB
#> $SLB$Sigma
#> $SLB$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002120576 0.000648558 0.001401901  0.003248848
#> 
#> $SLB$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004605101 0.001897313 -0.006960279 -0.002602858
#> Sigma[2,2]  0.045759045 0.013716740  0.029383343  0.065385152
#> 
#> $SLB$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0051624214 0.002454277 -0.009524119 -0.003008652
#> Sigma[3,2]  0.0002151778 0.005746381 -0.007085234  0.008005966
#> Sigma[3,3]  0.0393621978 0.013460848  0.023097673  0.055964147
#> 
#> $SLB$Sigma$equation4
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[4,1] -0.009221399 0.00360410 -0.01561327 -0.005815919
#> Sigma[4,2]  0.039175764 0.01430001  0.02146667  0.058151727
#> Sigma[4,3]  0.040454637 0.01438244  0.02464553  0.060780584
#> Sigma[4,4]  0.074829088 0.02163474  0.04552588  0.101824872
#> 
#> 
#> $SLB$A
#> $SLB$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.88703241 0.03097987  0.83527966   0.92331943
#> lag1_var2  0.10437295 0.09204818 -0.02274201   0.23412182
#> lag1_var3  0.18983375 0.11850767  0.02469989   0.36392131
#> lag1_var4 -0.17312740 0.11946165 -0.35052614  -0.01005972
#> const      1.06500510 0.47939326  0.40476733   1.76181995
#> exo1       0.02800053 0.04105065 -0.02386105   0.08325807
#> exo2      -0.08346768 0.04134747 -0.14528087  -0.03215127
#> exo3       0.02869498 0.05499705 -0.02911234   0.09593955
#> 
#> $SLB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4398857 0.2062813  0.18167894   0.74230793
#> lag1_var2 -0.3374432 0.5182445 -1.18225331   0.13403632
#> lag1_var3 -1.7246526 0.7263575 -2.88906309  -0.99847990
#> lag1_var4  1.6448222 0.7033924  0.94057878   2.78652993
#> const     -2.6178253 2.5857909 -6.27135761   0.86466344
#> exo1       0.1076273 0.1405470 -0.10551265   0.27568092
#> exo2       0.1779673 0.1769358 -0.02489661   0.41749626
#> exo3      -0.1525287 0.2806053 -0.64112741   0.08598629
#> 
#> $SLB$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4447448 0.1689906   0.1969297    0.6682847
#> lag1_var2 -0.4271151 0.4846714  -1.0735953    0.2506998
#> lag1_var3  0.1930846 0.6239595  -0.6230616    1.0596642
#> lag1_var4  0.7073848 0.6139072  -0.1142711    1.5420685
#> const     -1.2048541 2.1356979  -4.5177944    0.9170664
#> exo1      -0.2654177 0.1500972  -0.4800163   -0.1045052
#> exo2      -0.8707477 0.1949727  -1.1815312   -0.6692960
#> exo3      -0.1042369 0.1803354  -0.3348924    0.1396365
#> 
#> $SLB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8329660 0.2313109   0.5774471   1.20662245
#> lag1_var2 -1.0459304 0.6386693  -1.9513703  -0.31212345
#> lag1_var3 -1.6626572 0.8553943  -2.8740244  -0.68404978
#> lag1_var4  2.5074503 0.8479514   1.5638402   3.70696711
#> const     -4.7578086 3.7854701  -9.2551024   0.02597084
#> exo1      -0.1789716 0.2314263  -0.5506403   0.04645663
#> exo2      -0.7300151 0.2223867  -1.0586050  -0.44592433
#> exo3      -0.2326580 0.3427241  -0.7510769   0.19702002
#> 
#> 
#> 
#> $SLE
#> $SLE$Sigma
#> $SLE$Sigma$equation1
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007344198 0.00101807 0.006255741  0.008993271
#> 
#> $SLE$Sigma$equation2
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001364807 0.00223238 -0.004767909  0.001481927
#> Sigma[2,2]  0.034589684 0.01131834  0.024538279  0.054831050
#> 
#> $SLE$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.008950892 0.008192332 -0.02176736 -0.0002483904
#> Sigma[3,2] -0.068705286 0.029958515 -0.11406632 -0.0423850183
#> Sigma[3,3]  0.296630617 0.114757983  0.17064657  0.4661673227
#> 
#> $SLE$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01039596 0.007592385 -0.02187830 -0.001703844
#> Sigma[4,2] -0.05025855 0.025702192 -0.09119175 -0.027541190
#> Sigma[4,3]  0.26536628 0.101463694  0.15037828  0.412191655
#> Sigma[4,4]  0.24427284 0.090347650  0.13774311  0.371759912
#> 
#> 
#> $SLE$A
#> $SLE$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9709616963 0.11887738  0.80857860   1.13872529
#> lag1_var2  0.0065843052 0.44029749 -0.57788880   0.61726769
#> lag1_var3  0.0373728069 0.72859539 -0.97145842   0.99931235
#> lag1_var4 -0.0399000028 0.70777666 -0.97471477   0.94058555
#> const      0.8750880323 1.38720544 -1.18254297   2.66198247
#> exo1       0.0346178227 0.06645605 -0.07032612   0.11837031
#> exo2      -0.0371526849 0.10974502 -0.18016274   0.12809283
#> exo3      -0.0006949465 0.05643964 -0.06860889   0.08862252
#> 
#> $SLE$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.24032613 0.2091410  -0.1093450    0.4396937
#> lag1_var2 -0.03637524 0.8224406  -0.8548990    1.3450158
#> lag1_var3 -1.52736335 1.3772678  -2.9911861    0.7083350
#> lag1_var4  1.50660217 1.3454963  -0.6832811    2.9294412
#> const     -3.61067297 2.8768494  -6.0799894    1.2292309
#> exo1       0.09265298 0.1804523  -0.1490309    0.3242453
#> exo2       0.37526338 0.1372636   0.1993511    0.5591632
#> exo3       0.21121160 0.1308195   0.0656711    0.4087004
#> 
#> $SLE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.69307982 0.4926882 -1.29878925   0.05048798
#> lag1_var2  1.46363922 1.7467286 -1.14024126   3.40806923
#> lag1_var3  4.03992567 2.7591501  0.12908366   7.23628168
#> lag1_var4 -2.94832043 2.7036955 -6.07247605   0.88413939
#> const     10.84619423 7.3709353  0.01968921  19.96799235
#> exo1      -0.52646500 0.6043347 -1.33948343   0.20857362
#> exo2      -0.56531562 0.5933805 -1.48789749   0.19438806
#> exo3       0.03788658 0.6397329 -1.02454617   0.76511100
#> 
#> $SLE$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5831319 0.4317819  -1.1677567    0.0285179
#> lag1_var2  1.2467741 1.4557737  -0.8562533    3.1565185
#> lag1_var3  2.8487482 2.2691335  -0.3143665    5.8889534
#> lag1_var4 -1.7433786 2.2237565  -4.7138195    1.3571453
#> const      7.9724668 6.5103769  -0.8871185   16.6991647
#> exo1      -0.4900407 0.5375034  -1.1975629    0.2124225
#> exo2      -0.3604500 0.5929137  -1.2809393    0.3429170
#> exo3       0.1648444 0.5991086  -0.8142782    0.8348621
#> 
#> 
#> 
#> $SLV
#> $SLV$Sigma
#> $SLV$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002717296 9.693921e-05 0.0001778741 0.0004266723
#> 
#> $SLV$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001430647 0.001308785 -0.002871503 0.0005333982
#> Sigma[2,2]  0.529960591 0.151851132  0.346800741 0.7564122477
#> 
#> $SLV$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004159562 0.001807376  0.002271249  0.007003611
#> Sigma[3,2] -0.245863665 0.079764230 -0.385232680 -0.181988187
#> Sigma[3,3]  0.479934389 0.093098709  0.346585138  0.596329499
#> 
#> $SLV$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] 0.003567245 0.001913309 0.001345865  0.006364747
#> Sigma[4,2] 0.081820783 0.056430070 0.023905159  0.164937359
#> Sigma[4,3] 0.352657957 0.077161641 0.249846934  0.460262500
#> Sigma[4,4] 0.429908990 0.103482620 0.299278728  0.589802936
#> 
#> 
#> $SLV$A
#> $SLV$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.979165331 0.01634622  0.95295001   0.99865529
#> lag1_var2  0.032345075 0.04828751 -0.02713182   0.10301657
#> lag1_var3  0.050132518 0.07825464 -0.04893267   0.16687614
#> lag1_var4 -0.051973988 0.07677068 -0.16399777   0.04310482
#> const      0.619426115 0.24439057  0.39052737   0.97628664
#> exo1      -0.002978352 0.01497469 -0.02017156   0.02037774
#> exo2      -0.107395174 0.01469430 -0.12928615  -0.09191428
#> exo3       0.068104968 0.01744646  0.04156525   0.08202329
#> 
#> $SLV$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.7674861 0.9465569  -2.8670315   -0.2230860
#> lag1_var2  3.6453106 2.2997588   0.6350560    6.5119683
#> lag1_var3  5.0427949 3.9347755  -0.2238598   10.0602923
#> lag1_var4 -4.5227149 3.7375269  -9.2923826    0.3030051
#> const     12.8029228 9.9018363   1.7541315   27.2188611
#> exo1      -0.2304400 0.6441231  -1.0706011    0.6321710
#> exo2       0.5523897 0.6120030  -0.2535402    1.2886248
#> exo3       0.4082982 0.9282344  -1.1144683    1.3914877
#> 
#> $SLV$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.58468284 0.7328169   0.4798766     2.390335
#> lag1_var2  0.57705573 2.2362484  -1.9165574     3.998259
#> lag1_var3  1.00549466 3.7422740  -3.1157171     6.793820
#> lag1_var4 -0.69174350 3.6166207  -6.2635333     3.291917
#> const      0.59456052 9.6663108 -10.1660292    14.185476
#> exo1       0.05024484 0.4576930  -0.6178273     0.661969
#> exo2      -3.27424758 0.6334637  -4.1631716    -2.363235
#> exo3       0.05134374 0.8540422  -0.9386147     1.392304
#> 
#> $SLV$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.53268685 0.6379830 -0.38788940    1.3502320
#> lag1_var2  2.65160681 2.0656868  0.35380046    5.6578021
#> lag1_var3  3.80396528 3.4261195 -0.09335774    8.8032474
#> lag1_var4 -3.17108527 3.3247900 -8.01222691    0.5596742
#> const      7.53580326 8.0053748 -2.11269961   19.6238692
#> exo1      -0.09873997 0.2353222 -0.41656990    0.2255226
#> exo2      -3.10806112 0.7553116 -4.04817958   -2.0331730
#> exo3       0.30681589 0.5850567 -0.31023877    1.2200825
#> 
#> 
#> 
#> $SOM
#> $SOM$Sigma
#> $SOM$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001467418 0.0004391585 0.000999605  0.002140874
#> 
#> $SOM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.004266199 0.001487273 -0.006477904 -0.002704315
#> Sigma[2,2]  0.025462444 0.008833377  0.014436756  0.036096998
#> 
#> $SOM$Sigma$equation3
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.001300701 0.0008881313  0.0001492992  0.002668938
#> Sigma[3,2] -0.010504488 0.0042875804 -0.0166455914 -0.005491824
#> Sigma[3,3]  0.009023669 0.0018436015  0.0059771524  0.011160530
#> 
#> $SOM$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0001148268 0.0009701424 -0.001727996 0.0006493463
#> Sigma[4,2] -0.0021970643 0.0029362793 -0.005118334 0.0028597283
#> Sigma[4,3]  0.0063728979 0.0010629827  0.004758518 0.0077646916
#> Sigma[4,4]  0.0067139411 0.0018493894  0.005012861 0.0098169382
#> 
#> 
#> $SOM$A
#> $SOM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.02778919 0.02491480  0.99322335  1.063826462
#> lag1_var2 -0.10570476 0.02417263 -0.14562149 -0.078810592
#> lag1_var3 -0.23031052 0.07141236 -0.34807641 -0.162735038
#> lag1_var4  0.22608994 0.06150198  0.16515419  0.328732598
#> const      0.05680445 0.21172528 -0.24690661  0.320099999
#> exo1      -0.02379498 0.01854805 -0.05130860 -0.004539095
#> exo2      -0.06042270 0.03018935 -0.09121900 -0.009869720
#> exo3       0.01898635 0.03991843 -0.02985595  0.075735871
#> 
#> $SOM$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.03965883 0.05996383 -0.11875656   0.02785539
#> lag1_var2  1.07408440 0.13195030  0.92067423   1.27057818
#> lag1_var3  1.07937060 0.45767193  0.53970566   1.69763227
#> lag1_var4 -0.97516165 0.41417337 -1.54343530  -0.47371193
#> const      2.89518928 0.87919117  1.54356381   3.84635522
#> exo1       0.11691381 0.22452370 -0.09596612   0.46912083
#> exo2       0.50461357 0.15332962  0.32382418   0.73367813
#> exo3       0.27016993 0.06159468  0.18415977   0.35167285
#> 
#> $SOM$A$equation3
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.004630594 0.06456794 -0.077825808   0.08887513
#> lag1_var2  0.042331290 0.07792042 -0.078888554   0.12568086
#> lag1_var3  0.548997501 0.37914065  0.004910059   0.96467309
#> lag1_var4  0.323942898 0.33998188 -0.060234576   0.79879696
#> const      0.545557266 0.57020074 -0.287508156   1.17511153
#> exo1      -0.009331822 0.10734144 -0.181469065   0.10163330
#> exo2      -0.491044468 0.10690325 -0.636425057  -0.35967575
#> exo3      -0.127585011 0.10703419 -0.260798038   0.01883958
#> 
#> $SOM$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.02387332 0.07073043 -0.11347592   0.07369640
#> lag1_var2  0.21229669 0.06027872  0.11574911   0.27896117
#> lag1_var3  0.33364926 0.28709117 -0.10131388   0.65469972
#> lag1_var4  0.62219409 0.25661249  0.33126821   1.00766737
#> const      0.21152986 0.75991515 -0.85341854   1.21757078
#> exo1       0.03828622 0.04944186 -0.02948355   0.09684326
#> exo2      -0.38451757 0.08788979 -0.49806424  -0.26489981
#> exo3      -0.03698483 0.12096197 -0.18711475   0.13583671
#> 
#> 
#> 
#> $SRB
#> $SRB$Sigma
#> $SRB$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001324553 0.0001459299 0.001129665  0.001544543
#> 
#> $SRB$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] 0.0002080874 0.01214147  -0.0155741   0.01738418
#> Sigma[2,2] 2.6126622391 0.70727106   1.6444087   3.54926652
#> 
#> $SRB$Sigma$equation3
#>                     mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0008461677 0.009243793 -0.01288766   0.01071831
#> Sigma[3,2] -1.8869789189 0.483825561 -2.48288664  -1.19245118
#> Sigma[3,3]  1.5700554688 0.342802239  1.07882527   2.00587603
#> 
#> $SRB$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.001285866 0.004532573 -0.006507224  0.005726117
#> Sigma[4,2] -0.610285176 0.175886999 -0.834960722 -0.354430277
#> Sigma[4,3]  0.676444417 0.144717322  0.512912627  0.887177616
#> Sigma[4,4]  0.413152354 0.078060607  0.321260632  0.528638841
#> 
#> 
#> $SRB$A
#> $SRB$A$equation1
#>                    mean         sd  5% quantile 95% quantile
#> lag1_var1  1.0211794146 0.03806125  0.973345226  1.079768059
#> lag1_var2 -0.0631888283 0.06171707 -0.163362579  0.008461342
#> lag1_var3 -0.1197798987 0.11989395 -0.314365026  0.017074276
#> lag1_var4  0.1041243567 0.10666219 -0.016118478  0.277811828
#> const      0.3454255919 0.24918947 -0.006361653  0.630232398
#> exo1       0.0003513475 0.04485069 -0.067449109  0.057882526
#> exo2      -0.0557737254 0.03076653 -0.097804709 -0.015459798
#> exo3       0.0321032050 0.03859599 -0.010170509  0.097611244
#> 
#> $SRB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.1908607  1.269764  -2.9183113    0.2184162
#> lag1_var2  2.8228281  1.679770   1.0369300    5.1796345
#> lag1_var3  3.8366295  3.192630   0.6014835    8.4523075
#> lag1_var4 -3.5410032  2.804966  -7.6319076   -0.5933616
#> const     16.3919020 10.470730   4.3581148   31.5470077
#> exo1      -2.8108067  2.503571  -6.7047955   -0.2140571
#> exo2      -1.8801418  1.575185  -3.7200540    0.5608719
#> exo3      -0.2506756  1.044789  -1.6083851    1.2496401
#> 
#> $SRB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.8048345 0.9785235  -0.2974023    2.0953807
#> lag1_var2  -0.8158939 1.2809992  -2.5364681    0.5527914
#> lag1_var3  -0.7238982 2.4595321  -4.1064603    1.8966879
#> lag1_var4   1.5212082 2.1496013  -0.7636194    4.5128474
#> const     -10.1570117 8.1021258 -22.3774672    0.1309428
#> exo1        1.0343934 1.6666041  -0.6580983    3.5210533
#> exo2        0.2602087 1.0733354  -1.4348343    1.4505404
#> exo3        2.8351745 0.9079453   1.5760060    4.1378675
#> 
#> $SRB$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1733318 0.4934002  -0.5305502    0.7994632
#> lag1_var2  0.3000562 0.6698656  -0.5151281    1.2689194
#> lag1_var3  0.5719178 1.2901158  -1.0031687    2.4128999
#> lag1_var4  0.4170333 1.1370521  -1.2114096    1.8028820
#> const     -3.5067423 4.2643964  -8.7083953    2.7503035
#> exo1      -0.5592878 0.6556905  -1.3785570    0.3785340
#> exo2      -0.7706055 0.4173551  -1.3093307   -0.2034879
#> exo3       3.1075766 0.4925723   2.5656667    3.9367448
#> 
#> 
#> 
#> $SSD
#> $SSD$Sigma
#> $SSD$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.003622207 0.001103879 0.002280918  0.005255394
#> 
#> $SSD$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005674066 0.003625104 -0.009841273 -0.000350832
#> Sigma[2,2]  0.048241733 0.009850368  0.035356137  0.060548893
#> 
#> $SSD$Sigma$equation3
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.004592771 0.003497302 -0.0003784411  0.009190483
#> Sigma[3,2] -0.042708979 0.009039866 -0.0568901532 -0.032749986
#> Sigma[3,3]  0.041442435 0.009874456  0.0323257505  0.057860232
#> 
#> $SSD$Sigma$equation4
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0007613345 0.001186621 -0.0006416343  0.002654178
#> Sigma[4,2] -0.0101993910 0.004225218 -0.0169461846 -0.006071412
#> Sigma[4,3]  0.0129883540 0.004651654  0.0086485186  0.020306507
#> Sigma[4,4]  0.0065298781 0.002078041  0.0045495110  0.009776386
#> 
#> 
#> $SSD$A
#> $SSD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94247410 0.03795693  0.88206301  0.989865131
#> lag1_var2 -0.33909727 0.25448632 -0.68319972 -0.010100523
#> lag1_var3 -0.50418146 0.38453835 -1.01601624  0.009857887
#> lag1_var4  0.52650774 0.38380605  0.01753983  1.029973858
#> const     -0.49704289 0.85386627 -1.69139358  0.665504735
#> exo1       0.01719315 0.05236679 -0.04352553  0.089874241
#> exo2      -0.02682082 0.05000069 -0.10841549  0.031367650
#> exo3       0.10330432 0.08646776 -0.03994938  0.189468291
#> 
#> $SSD$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.20847548 0.1038862  0.08464112   0.37526882
#> lag1_var2  1.09522988 0.4014419  0.59848711   1.61249584
#> lag1_var3  1.01857542 0.7645616  0.03622780   1.95012835
#> lag1_var4 -1.01294120 0.7729564 -1.94827870  -0.04650169
#> const      2.56586713 2.3046632 -0.59561034   5.33652075
#> exo1      -0.09726532 0.2082777 -0.32821819   0.23000147
#> exo2       1.60590572 0.2354939  1.37636992   1.98023981
#> exo3       0.56373384 0.3560865  0.12347315   1.08824702
#> 
#> $SSD$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.22658987 0.09429549  -0.3588500   -0.1081518
#> lag1_var2  0.35808972 0.39591598  -0.2203326    0.8075048
#> lag1_var3  0.88805157 0.74395327  -0.1285561    1.7702794
#> lag1_var4  0.08124393 0.75192152  -0.8362551    1.1007178
#> const      1.98715755 2.03202569  -0.7519922    4.9583318
#> exo1       0.06306936 0.19733242  -0.2354050    0.2715359
#> exo2      -1.73260089 0.21556100  -2.0785983   -1.4909354
#> exo3      -0.19819481 0.29296581  -0.6116167    0.2123620
#> 
#> $SSD$A$equation4
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.0995352904 0.03993335  -0.1495009  -0.04061741
#> lag1_var2  0.7701242197 0.23535577   0.4513437   1.08346000
#> lag1_var3  1.1112411975 0.40321073   0.5638543   1.67183529
#> lag1_var4 -0.1103390506 0.40375399  -0.6679003   0.43848826
#> const      2.4644525417 0.94167621   1.0958126   3.59328096
#> exo1      -0.0009238039 0.07428441  -0.1204057   0.07558453
#> exo2      -0.7096096748 0.08556726  -0.8179929  -0.60505207
#> exo3       0.2208569932 0.07402352   0.1231556   0.32935197
#> 
#> 
#> 
#> $STP
#> $STP$Sigma
#> $STP$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004138495 7.080503e-05 0.0003503017  0.000529123
#> 
#> $STP$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.000462683 0.001257993 -0.001147394  0.002063197
#> Sigma[2,2] 0.234755208 0.065582200  0.175721781  0.346235949
#> 
#> $STP$Sigma$equation3
#>                     mean           sd  5% quantile  95% quantile
#> Sigma[3,1] -0.0005242884 0.0007483188 -0.001619541  0.0003778864
#> Sigma[3,2] -0.1310984552 0.0371090581 -0.194474316 -0.0984336298
#> Sigma[3,3]  0.0768602470 0.0209067873  0.058484605  0.1126239925
#> 
#> $STP$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0003361909 0.0002887811 -0.0006978684 5.018879e-05
#> Sigma[4,2] -0.0040971311 0.0043356931 -0.0111325929 1.077629e-03
#> Sigma[4,3]  0.0065308289 0.0030301355  0.0030512087 1.133715e-02
#> Sigma[4,4]  0.0050551513 0.0014158186  0.0036674369 7.212527e-03
#> 
#> 
#> $STP$A
#> $STP$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9829594147 0.01437056  0.96768646   1.00550190
#> lag1_var2  0.0310978660 0.03903382 -0.03332370   0.07101070
#> lag1_var3  0.0446912796 0.07199401 -0.07624459   0.11484769
#> lag1_var4 -0.0520755563 0.06933432 -0.12387126   0.06187119
#> const      0.6594205845 0.13722292  0.43138655   0.82179213
#> exo1       0.0136418685 0.01642233 -0.01263833   0.03196124
#> exo2       0.0001236752 0.01497887 -0.02275845   0.02011389
#> exo3      -0.0186057131 0.02536357 -0.05558170   0.01522468
#> 
#> $STP$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.02021249 0.3887544  -1.6796403   -0.6183699
#> lag1_var2  2.78384630 0.8951256   1.7971325    4.1319533
#> lag1_var3  3.64721361 1.6934607   1.7309206    6.2330504
#> lag1_var4 -3.41674644 1.6092743  -5.8491194   -1.5750532
#> const      9.87920133 4.3766951   3.7128564   16.0880668
#> exo1      -0.05618838 0.2927009  -0.5297045    0.2674304
#> exo2       1.49700064 0.6694346   0.4699483    2.3230694
#> exo3       0.32418014 0.5733060  -0.4552512    1.0373952
#> 
#> $STP$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.645412539 0.2117842   0.4331275   0.98952165
#> lag1_var2 -1.031048904 0.5385150  -1.8539744  -0.42504318
#> lag1_var3 -1.141575589 1.0294493  -2.7245567   0.02663514
#> lag1_var4  1.947279459 0.9787379   0.8123834   3.43182072
#> const     -3.764036454 2.1819765  -6.8615568  -0.77166958
#> exo1      -0.009487998 0.1573704  -0.2295382   0.20560198
#> exo2      -1.252232985 0.3506874  -1.7054376  -0.70365228
#> exo3       0.045456544 0.3080895  -0.3480231   0.45047810
#> 
#> $STP$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.087266626 0.04788453  0.01133096   0.13528558
#> lag1_var2  0.123527347 0.11365722 -0.03654666   0.26882175
#> lag1_var3  0.177182688 0.21820374 -0.13819025   0.44725996
#> lag1_var4  0.784134823 0.21016425  0.53037568   1.08638955
#> const     -0.009654052 0.51956550 -0.89117740   0.56645714
#> exo1      -0.049457995 0.07701664 -0.12666701   0.07969601
#> exo2      -0.524633099 0.05414023 -0.57830487  -0.44254407
#> exo3       0.256809364 0.04653415  0.19838180   0.33350769
#> 
#> 
#> 
#> $SUR
#> $SUR$Sigma
#> $SUR$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001014309 0.0001977791 0.0007530344  0.001307022
#> 
#> $SUR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01418327 0.007290444 -0.02214421 -0.003287515
#> Sigma[2,2]  1.17972981 0.239114535  0.81978904  1.442264980
#> 
#> $SUR$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.009738973 0.005004655  0.002295207   0.01500642
#> Sigma[3,2] -0.680413394 0.161455651 -0.889236676  -0.45177812
#> Sigma[3,3]  0.474684509 0.126988142  0.301008158   0.64809676
#> 
#> $SUR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.003272437 0.002249524  0.0001854852  0.006209739
#> Sigma[4,2] -0.120832160 0.082614400 -0.2421520704 -0.024686237
#> Sigma[4,3]  0.160694870 0.064599866  0.0872387377  0.254159554
#> Sigma[4,4]  0.114022328 0.030310667  0.0860708900  0.161341673
#> 
#> 
#> $SUR$A
#> $SUR$A$equation1
#>                   mean         sd 5% quantile  95% quantile
#> lag1_var1  1.019133789 0.02621703  0.98501415  1.0600628466
#> lag1_var2 -0.054338626 0.04600046 -0.11928737 -0.0002114179
#> lag1_var3 -0.099918643 0.09920193 -0.23751981  0.0200658616
#> lag1_var4  0.085435913 0.09086595 -0.02619756  0.2104745179
#> const      0.380737367 0.20350044  0.05972958  0.5934372098
#> exo1       0.008258395 0.02680116 -0.03131533  0.0416624346
#> exo2      -0.172015641 0.03111374 -0.21548291 -0.1319089020
#> exo3      -0.034163264 0.03048874 -0.07758079  0.0010090945
#> 
#> $SUR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.3654283 0.6778145  -1.4980328    0.3778354
#> lag1_var2  2.1084029 0.9837532   1.0525803    3.5981666
#> lag1_var3  2.9277052 2.1025732   0.5088558    6.0513974
#> lag1_var4 -2.8299493 1.9276334  -5.6039896   -0.5571301
#> const      6.3035110 8.9234056  -4.9457591   19.8196905
#> exo1       0.5367243 0.8915722  -0.2598172    1.9707973
#> exo2       1.3549415 0.6396668   0.4685811    2.1429425
#> exo3      -0.1843632 1.1825722  -1.6642440    1.4831377
#> 
#> $SUR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5902735 0.3876159   0.1397790    1.1342788
#> lag1_var2 -1.3477719 0.5895319  -2.2029904   -0.6947466
#> lag1_var3 -2.0267914 1.2501427  -3.8235232   -0.6381131
#> lag1_var4  2.8277341 1.1607454   1.5027351    4.5150591
#> const     -4.1441767 5.5017035 -12.6820480    2.7830365
#> exo1      -0.2752205 0.6757000  -1.4257464    0.3909602
#> exo2      -4.0208221 0.5588797  -4.7568935   -3.2933062
#> exo3       0.7088911 0.9793962  -0.7165076    1.8071998
#> 
#> $SUR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4336200 0.2570941  0.11936775   0.77328667
#> lag1_var2 -0.6545549 0.4899652 -1.29950259  -0.08786462
#> lag1_var3 -1.2816083 1.0332059 -2.59944161  -0.07225000
#> lag1_var4  2.1555653 0.9505484  1.04584827   3.35187356
#> const     -2.7450861 1.9345798 -4.84500736   0.61761315
#> exo1      -0.0103123 0.3297415 -0.54272138   0.34398532
#> exo2      -3.5827063 0.5230500 -4.13901448  -2.85597003
#> exo3       0.6873343 0.4993787 -0.06930596   1.26258179
#> 
#> 
#> 
#> $SVK
#> $SVK$Sigma
#> $SVK$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0008594653 0.0002143368 0.0005716107  0.001124993
#> 
#> $SVK$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.02001686 0.008029561  -0.0315489  -0.01004555
#> Sigma[2,2]  1.87053667 0.273500250   1.5069464   2.26636405
#> 
#> $SVK$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.008862986 0.004067471  0.003808356   0.01510801
#> Sigma[3,2] -1.152885538 0.190985572 -1.455108481  -0.92270107
#> Sigma[3,3]  0.871458220 0.165092580  0.678137324   1.11198660
#> 
#> $SVK$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.003518923 0.001483291 -0.00538155 -0.001330742
#> Sigma[4,2] -0.042514908 0.111933165 -0.22089714  0.089560134
#> Sigma[4,3]  0.206529341 0.080061115  0.12087797  0.320412063
#> Sigma[4,4]  0.203504245 0.028684952  0.16189683  0.236061261
#> 
#> 
#> $SVK$A
#> $SVK$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.98309939 0.01665123  0.962684245   1.01123352
#> lag1_var2  0.01086623 0.04690960 -0.071205786   0.04926769
#> lag1_var3  0.01617636 0.08028421 -0.124066944   0.08091876
#> lag1_var4 -0.01920001 0.07414807 -0.081574091   0.11016585
#> const      0.62153641 0.17996253  0.390819503   0.89987764
#> exo1       0.02134568 0.02783898 -0.009806403   0.06332338
#> exo2      -0.06012348 0.01668907 -0.084672255  -0.04000673
#> exo3       0.01718857 0.02941321 -0.025530001   0.05427421
#> 
#> $SVK$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -2.5214899 0.8878844   -3.887622   -1.4214116
#> lag1_var2  5.9768694 2.2805331    3.657293    9.7303430
#> lag1_var3  8.5408749 3.9576404    4.578251   15.0540041
#> lag1_var4 -7.7606734 3.6520253  -13.804866   -4.0688790
#> const     17.5446166 8.8552826    4.931314   28.9170199
#> exo1      -1.2288360 1.5764888   -3.684021    0.3054667
#> exo2       1.6639451 2.0598575   -1.685369    3.8936835
#> exo3       0.8976649 2.1075725   -1.194560    4.3520446
#> 
#> $SVK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  1.7994445 0.7504806   0.7405517   2.84634805
#> lag1_var2 -2.5011834 1.8476381  -5.2800823  -0.07538562
#> lag1_var3 -3.3116250 3.1769909  -8.1263197   0.80999415
#> lag1_var4  3.6777035 2.9308990  -0.1113514   8.13327013
#> const     -7.8254353 6.8812677 -17.3368852  -0.22908497
#> exo1       0.8053762 1.0631826  -0.5378097   2.23862435
#> exo2      -1.5368518 1.4547192  -3.1570631   0.68247136
#> exo3       0.4200773 1.1811278  -1.3967826   1.86602398
#> 
#> $SVK$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.31998185 0.4050826  -0.2589030   0.85154741
#> lag1_var2  0.73698845 0.8785833  -0.5625418   1.90925723
#> lag1_var3  1.23093412 1.4857464  -0.9776889   3.20930062
#> lag1_var4 -0.38330271 1.3513532  -2.1671119   1.63749948
#> const      1.02171641 3.2209412  -2.7958876   5.67809347
#> exo1       0.09264259 0.4674250  -0.5856915   0.71895239
#> exo2      -0.56163742 0.4486569  -1.1753344   0.03113932
#> exo3       1.04794242 0.4295059   0.4846658   1.66381628
#> 
#> 
#> 
#> $SVN
#> $SVN$Sigma
#> $SVN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0005883999 0.0001234443 0.0004349932 0.0007630482
#> 
#> $SVN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01136331 0.002338911 -0.01465903 -0.008303483
#> Sigma[2,2]  0.50996492 0.089913407  0.38364641  0.606329343
#> 
#> $SVN$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01055299 0.003180554  0.006323046   0.01515284
#> Sigma[3,2] -0.40154584 0.095981196 -0.518080714  -0.27593077
#> Sigma[3,3]  0.69324229 0.114269240  0.559436129   0.85152901
#> 
#> $SVN$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.004194269 0.002593952  0.0002685017  0.007521768
#> Sigma[4,2] -0.111930359 0.066724687 -0.2023706931 -0.022012995
#> Sigma[4,3]  0.492640794 0.090061713  0.3972445409  0.636412114
#> Sigma[4,4]  0.458642221 0.102849868  0.3509323680  0.635877480
#> 
#> 
#> $SVN$A
#> $SVN$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.974449463 0.02235623  0.941334862   1.00255350
#> lag1_var2  0.006095297 0.08349413 -0.097831294   0.12955413
#> lag1_var3  0.010359973 0.14734852 -0.169476667   0.22850693
#> lag1_var4 -0.010506972 0.14311647 -0.221223214   0.16352872
#> const      0.656640414 0.32570133  0.308920446   1.14480749
#> exo1       0.005741724 0.01007786 -0.008802393   0.01868038
#> exo2      -0.065000072 0.02239548 -0.096193257  -0.03515545
#> exo3       0.046196302 0.02624894  0.006402039   0.07791536
#> 
#> $SVN$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.90571064 0.8047571  -1.86817236    0.3616910
#> lag1_var2  1.19551619 2.2312850  -2.56827198    3.5282998
#> lag1_var3  0.35690028 3.8939678  -6.23182019    4.2944813
#> lag1_var4  0.02236845 3.7194457  -3.70456028    6.2824472
#> const     -0.06975437 9.4210493 -12.42260298   10.5765275
#> exo1      -0.42486964 0.5162028  -1.02019445    0.3894054
#> exo2       1.00083479 0.8190628  -0.05320067    2.0902376
#> exo3       0.43321470 0.7750668  -0.42180210    1.5681598
#> 
#> $SVN$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.67802756 0.5533959  -0.06960738     1.366509
#> lag1_var2  2.32283995 2.1733420  -0.06950528     5.896497
#> lag1_var3  5.32183880 3.8657312   1.11055766    11.717517
#> lag1_var4 -4.86567506 3.7922143 -11.20380257    -0.744040
#> const     16.52883283 7.9752679   8.87555724    30.032158
#> exo1       0.52595566 0.6178914  -0.45846938     1.273459
#> exo2      -1.43303525 0.7454214  -2.51526246    -0.486990
#> exo3      -0.05081616 1.4912963  -1.91526768     2.045141
#> 
#> $SVN$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1474774 0.3246219  -0.2450098    0.5887029
#> lag1_var2  2.9011553 1.7520599   0.7714324    5.6486586
#> lag1_var3  5.3563082 3.1379717   1.6130602   10.3366180
#> lag1_var4 -4.6720824 3.1068505  -9.6588349   -1.0360020
#> const     16.2529700 4.5901418  11.3523612   24.0322688
#> exo1       0.2903160 0.5852093  -0.5533917    0.9306763
#> exo2      -0.8999031 0.5696979  -1.6410646   -0.1325796
#> exo3       0.2151582 1.3116864  -1.2656987    2.3076221
#> 
#> 
#> 
#> $SWE
#> $SWE$Sigma
#> $SWE$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003471093 7.880347e-05 0.0002604241 0.0004704791
#> 
#> $SWE$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008379134 0.003307719 -0.01376898 -0.005699927
#> Sigma[2,2]  0.755351478 0.198912530  0.56143395  1.103949255
#> 
#> $SWE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006179069 0.002288035  0.003628916  0.009548934
#> Sigma[3,2] -0.619471459 0.187468903 -0.954108568 -0.447848150
#> Sigma[3,3]  0.634776354 0.201698630  0.456854373  0.977272761
#> 
#> $SWE$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.0009339601 0.0007382255 -0.0003495192  0.001523565
#> Sigma[4,2] -0.1550346122 0.0895370187 -0.2984624119 -0.086961977
#> Sigma[4,3]  0.2641139064 0.1012790481  0.1835778510  0.428886801
#> Sigma[4,4]  0.1800370881 0.0551218721  0.1198750774  0.261593841
#> 
#> 
#> $SWE$A
#> $SWE$A$equation1
#>                   mean         sd   5% quantile 95% quantile
#> lag1_var1  1.003795661 0.01147280  0.9896277263  1.016312954
#> lag1_var2 -0.006268869 0.02618857 -0.0465045813  0.019239176
#> lag1_var3 -0.017784092 0.04268517 -0.0850939854  0.024400188
#> lag1_var4  0.008609331 0.04072700 -0.0318406600  0.072741700
#> const      0.467215885 0.15422666  0.2679961357  0.672179017
#> exo1      -0.014602814 0.01034636 -0.0296467269 -0.003673437
#> exo2      -0.024717119 0.01864198 -0.0549853344 -0.004406192
#> exo3       0.038450457 0.02351776  0.0007563511  0.067611706
#> 
#> $SWE$A$equation2
#>                    mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.6761328230 0.6582369  -2.5148607   -0.6637010
#> lag1_var2  2.7092175604 1.3066889   0.7351420    4.1746038
#> lag1_var3  3.1876718204 2.0795797   0.1257452    5.5799881
#> lag1_var4 -2.5520334270 1.8941733  -4.8420759    0.1875217
#> const      6.7606787052 6.6908844  -1.2389188   17.3626339
#> exo1      -0.0005139627 0.7117800  -1.0285413    0.9831269
#> exo2       0.3657186049 0.8855766  -0.8409078    1.3688234
#> exo3       0.7074517886 0.9396521  -0.6450448    1.8085550
#> 
#> $SWE$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   2.30483198 0.6094953   1.5472530    3.1415015
#> lag1_var2  -3.52454930 1.3466145  -5.1679995   -1.7035422
#> lag1_var3  -4.95296669 2.0954438  -7.5726546   -2.1832613
#> lag1_var4   5.13696305 1.9083295   2.6626571    7.6095938
#> const     -11.60000182 6.2683329 -21.6419738   -5.5626322
#> exo1        0.09974541 0.6078198  -0.6465376    0.8846530
#> exo2       -0.45332216 0.8718682  -1.4522515    0.7387803
#> exo3       -0.38813841 1.0773343  -1.6369888    1.1473731
#> 
#> $SWE$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  1.31178694 0.2731835   0.9378535    1.6831139
#> lag1_var2 -2.32706156 0.7389640  -3.0961000   -1.1906561
#> lag1_var3 -3.75323067 1.1253287  -4.9430765   -2.0003234
#> lag1_var4  4.34422849 1.0571429   2.6727141    5.4500232
#> const     -9.42461291 2.5477323 -13.1972578   -6.9633634
#> exo1       0.09672049 0.3910483  -0.5708705    0.5245483
#> exo2      -0.20591027 0.5002373  -0.7329040    0.5619577
#> exo3       0.09290762 0.5953756  -0.6938949    0.8799758
#> 
#> 
#> 
#> $SWZ
#> $SWZ$Sigma
#> $SWZ$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0002401468 4.103098e-05 0.000189888 0.0002999447
#> 
#> $SWZ$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002130555 0.001905064 -0.004567758 0.0006943049
#> Sigma[2,2]  0.680919338 0.111191016  0.566097409 0.8541821812
#> 
#> $SWZ$Sigma$equation3
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0009651923 0.0009904147 -0.0006065454  0.002128369
#> Sigma[3,2] -0.3444397017 0.0602510073 -0.4380159491 -0.281434490
#> Sigma[3,3]  0.1788926259 0.0335882265  0.1434142748  0.229958845
#> 
#> $SWZ$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -0.0002001201 0.0001868729 -0.0004762881 2.894608e-05
#> Sigma[4,2]  0.0060511950 0.0134157882 -0.0128598930 2.280935e-02
#> Sigma[4,3]  0.0027632525 0.0071749363 -0.0061486429 1.342644e-02
#> Sigma[4,4]  0.0075453799 0.0018069647  0.0051522619 1.007006e-02
#> 
#> 
#> $SWZ$A
#> $SWZ$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.99523261 0.01727391  0.978812637  1.025494890
#> lag1_var2 -0.02298853 0.02211902 -0.057039135  0.004082039
#> lag1_var3 -0.04807175 0.04395048 -0.114896341  0.006830740
#> lag1_var4  0.04179938 0.03892420 -0.007136312  0.099922423
#> const      0.40974596 0.13319397  0.185069824  0.534178311
#> exo1      -0.03432645 0.01231861 -0.052176627 -0.018239598
#> exo2      -0.04643819 0.01384955 -0.067691784 -0.027286006
#> exo3       0.05981266 0.01693947  0.033714783  0.077913453
#> 
#> $SWZ$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.6433248 1.2689632  -3.2728215    0.3044652
#> lag1_var2  3.2323227 1.7634698   0.5209812    5.4578837
#> lag1_var3  4.3717789 3.4808107  -0.9941964    8.7671957
#> lag1_var4 -3.8885812 3.0395495  -7.7383323    0.8130003
#> const     12.2211527 7.0528621   1.8934605   20.8454849
#> exo1      -0.4381527 0.6171265  -1.2347280    0.3201888
#> exo2       4.3836995 0.3621759   3.9492437    4.9044278
#> exo3       0.2590204 1.0662580  -0.9166435    1.9941584
#> 
#> $SWZ$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.87662231 0.6155879 -0.08127956   1.68032320
#> lag1_var2 -1.20790739 0.8377007 -2.30401598   0.08533188
#> lag1_var3 -1.39368632 1.6552811 -3.55974607   1.16086272
#> lag1_var4  2.09692168 1.4454902 -0.14080269   3.99024315
#> const     -4.94087097 3.5935951 -9.13170203   0.65160096
#> exo1       0.21209543 0.3163204 -0.19522678   0.64675664
#> exo2      -2.59678871 0.1680280 -2.84260251  -2.38705697
#> exo3      -0.08443538 0.5543354 -0.98870561   0.55797210
#> 
#> $SWZ$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.005336941 0.12226943 -0.15134736    0.1711419
#> lag1_var2  0.079197542 0.17540557 -0.19480144    0.2579044
#> lag1_var3  0.116288353 0.34609802 -0.42733451    0.4677282
#> lag1_var4  0.882731139 0.30353978  0.57295257    1.3625293
#> const     -0.410387590 0.84509255 -1.54580914    0.5604588
#> exo1      -0.016142515 0.08472277 -0.10602609    0.1134504
#> exo2      -0.553405926 0.08147305 -0.65417672   -0.4431058
#> exo3       0.034673732 0.08922054 -0.06557034    0.1844620
#> 
#> 
#> 
#> $SYR
#> $SYR$Sigma
#> $SYR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006093946 0.001212353 0.004192258  0.007488975
#> 
#> $SYR$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.05924861 0.01197782 -0.07590527   -0.0433933
#> Sigma[2,2]  1.22921915 0.21648798  0.94121668    1.5210921
#> 
#> $SYR$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.05782035 0.01444671  0.03779739   0.07721485
#> Sigma[3,2] -1.00080914 0.18392064 -1.28117616  -0.76778832
#> Sigma[3,3]  1.11286620 0.23569318  0.85923610   1.51986607
#> 
#> $SYR$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03798012 0.01129072  0.02283364   0.05231098
#> Sigma[4,2] -0.53081545 0.11428267 -0.71159042  -0.40634841
#> Sigma[4,3]  0.77514127 0.18859902  0.60102476   1.10632707
#> Sigma[4,4]  0.62628757 0.16954669  0.46005386   0.91651500
#> 
#> 
#> $SYR$A
#> $SYR$A$equation1
#>                  mean         sd   5% quantile 95% quantile
#> lag1_var1  0.93594784 0.01674756  9.142091e-01   0.95480255
#> lag1_var2  0.03329270 0.04435494 -1.451839e-02   0.09504182
#> lag1_var3  0.08790641 0.09613022 -1.757215e-02   0.22057137
#> lag1_var4 -0.07196240 0.08577786 -1.909920e-01   0.02380738
#> const      0.86302340 0.43726238  3.050398e-01   1.46546356
#> exo1       0.06752194 0.07500323  2.613112e-05   0.20322287
#> exo2       0.02934383 0.11092217 -1.309500e-01   0.17039219
#> exo3       0.05883129 0.07518488 -4.175350e-02   0.16553156
#> 
#> $SYR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.2452522 0.4901278 -0.43814602    0.9102513
#> lag1_var2  0.5706937 0.7120464 -0.33584627    1.5414849
#> lag1_var3 -0.5691107 1.5905517 -2.22714842    1.8073178
#> lag1_var4  0.4541523 1.4115682 -1.65741984    1.8771525
#> const      1.4047848 6.7950367 -9.53111159    7.2414638
#> exo1       1.2738711 0.8596416 -0.09542219    2.1269910
#> exo2       1.6287688 1.1663926  0.09837672    3.1301523
#> exo3      -0.2643357 1.2497875 -1.96152901    1.2297468
#> 
#> $SYR$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.81359591 0.4467976  -1.5509751   -0.3231662
#> lag1_var2  1.26474109 0.6779578   0.3438009    2.2750458
#> lag1_var3  3.79115188 1.4069063   1.7720867    5.6640922
#> lag1_var4 -2.51250038 1.2274769  -4.1225342   -0.7454638
#> const      5.86608629 5.7357570  -0.1569994   15.1813692
#> exo1      -0.53840111 0.7994654  -1.5896702    0.5979685
#> exo2      -2.04834162 1.0843617  -3.1320446   -0.1618726
#> exo3       0.09866821 1.0006787  -1.2789244    1.3698136
#> 
#> $SYR$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.78009965 0.3549793  -1.3946470   -0.3982693
#> lag1_var2  1.34662372 0.4991867   0.7173774    2.0462027
#> lag1_var3  3.15820818 0.9767457   1.8087880    4.5440481
#> lag1_var4 -1.86542092 0.8380710  -3.0524004   -0.6883484
#> const      5.29629685 4.3152326  -0.8198280   11.2485225
#> exo1       0.06198413 0.5833191  -0.7960290    0.7625334
#> exo2      -1.71201602 0.8042739  -2.3437260   -0.3030966
#> exo3      -0.02683029 0.6904669  -1.1921643    0.6424474
#> 
#> 
#> 
#> $TCD
#> $TCD$Sigma
#> $TCD$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.005904436 0.001153378 0.004598924  0.007789141
#> 
#> $TCD$Sigma$equation2
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[2,1] -0.002010902 0.0005300871 -0.002770531 -0.001356329
#> Sigma[2,2]  0.003342633 0.0008130076  0.002465132  0.004448120
#> 
#> $TCD$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.002472642 0.002636338 -0.00670853  0.0005896487
#> Sigma[3,2] -0.007434274 0.002209197 -0.01070210 -0.0043524217
#> Sigma[3,3]  0.076877137 0.019464943  0.04983273  0.1034579784
#> 
#> $TCD$Sigma$equation4
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[4,1] -0.003749627 0.002638511 -0.007902428 -0.0005864106
#> Sigma[4,2] -0.005393978 0.002013847 -0.008568662 -0.0028401601
#> Sigma[4,3]  0.072918947 0.019093387  0.047143012  0.0997651591
#> Sigma[4,4]  0.070243862 0.018710982  0.045639803  0.0972471330
#> 
#> 
#> $TCD$A
#> $TCD$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.98010168 0.02771300   0.9491221   1.02584994
#> lag1_var2  0.01399067 0.19702495  -0.3050617   0.16589457
#> lag1_var3  0.10905601 0.31920464  -0.4066076   0.33234217
#> lag1_var4 -0.11090950 0.31981604  -0.3329523   0.40615868
#> const      0.66660819 0.68916641  -0.4036226   1.39481113
#> exo1      -0.01339734 0.07232644  -0.1162578   0.07207619
#> exo2      -0.06155161 0.07349538  -0.1746112   0.02383906
#> exo3      -0.00880699 0.07177753  -0.1297256   0.06146848
#> 
#> $TCD$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.02498442 0.03979655 -0.03730288   0.06918870
#> lag1_var2  0.46320551 0.27952601  0.15208561   0.87555217
#> lag1_var3 -0.05361948 0.49742931 -0.53636022   0.64360711
#> lag1_var4  0.04276017 0.50050422 -0.66000157   0.52864596
#> const      0.58836436 1.10920151 -0.64074411   2.30106309
#> exo1       0.02908229 0.03536818 -0.01552713   0.07763338
#> exo2       0.63737667 0.03344137  0.58571504   0.67962696
#> exo3       0.14941651 0.05864092  0.07724741   0.23335645
#> 
#> $TCD$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.2892709 0.1399498  -0.4978946   -0.1434751
#> lag1_var2  1.9803043 1.0632712   0.8616337    3.5365727
#> lag1_var3  2.9173543 1.9490984   0.8424033    5.7264592
#> lag1_var4 -1.9317421 1.9598596  -4.7505473    0.1598175
#> const      6.4379596 4.3248498   1.1668734   12.4197975
#> exo1      -0.0377954 0.1742228  -0.3003117    0.1827615
#> exo2      -0.7647436 0.2437851  -1.1132276   -0.4688250
#> exo3      -0.3009554 0.2818253  -0.6187067    0.1575956
#> 
#> $TCD$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.25318424 0.1274404  -0.4482628   -0.1145453
#> lag1_var2  2.05280928 0.9485935   1.0185230    3.4273183
#> lag1_var3  2.50869321 1.7269002   0.6629189    5.0053675
#> lag1_var4 -1.52179092 1.7354905  -4.0275623    0.3202185
#> const      5.80940828 3.9144236   0.8486878   11.3355766
#> exo1      -0.01610283 0.1856095  -0.2936308    0.2228409
#> exo2      -0.39318378 0.2387465  -0.7379687   -0.1142888
#> exo3      -0.22106606 0.2597937  -0.5034861    0.2185707
#> 
#> 
#> 
#> $TGO
#> $TGO$Sigma
#> $TGO$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002969309 0.0004193846 0.002438612  0.003474585
#> 
#> $TGO$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008006136 0.003217803 -0.01226163 -0.003366032
#> Sigma[2,2]  0.151585274 0.021035703  0.12307921  0.180687577
#> 
#> $TGO$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004193506 0.002014367  0.001605308   0.00712145
#> Sigma[3,2] -0.093164615 0.017756245 -0.119070085  -0.07136940
#> Sigma[3,3]  0.064872467 0.015999885  0.046632136   0.08930255
#> 
#> $TGO$Sigma$equation4
#>                     mean           sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0005184986 0.0008611047 -0.001482729 0.0006682609
#> Sigma[4,2] -0.0052248083 0.0082780303 -0.018919887 0.0033833393
#> Sigma[4,3]  0.0111235950 0.0065927993  0.005223487 0.0220126875
#> Sigma[4,4]  0.0084229759 0.0027663543  0.005700337 0.0127869428
#> 
#> 
#> $TGO$A
#> $TGO$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.989614939 0.03660003  0.94127731   1.04143774
#> lag1_var2  0.030399824 0.20469312 -0.28937874   0.27124164
#> lag1_var3  0.088657999 0.35262190 -0.45475681   0.50374409
#> lag1_var4 -0.091085966 0.35088556 -0.50260485   0.45081092
#> const      0.475922241 0.65749145 -0.58339815   1.09265544
#> exo1       0.005384668 0.04744168 -0.06146985   0.07799672
#> exo2      -0.050399738 0.04665297 -0.11807892   0.01323774
#> exo3      -0.007470837 0.05953608 -0.09153472   0.06128965
#> 
#> $TGO$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.10953149 0.2835013  -0.4344350   0.27586939
#> lag1_var2  0.61061403 1.8245399  -1.7024485   3.34540678
#> lag1_var3 -0.49315439 3.1202435  -4.4963267   4.13491183
#> lag1_var4  0.53875346 3.1599962  -4.1420250   4.60665495
#> const      0.04856267 7.2654277  -8.8582484  10.33848579
#> exo1      -0.37026333 0.3249377  -0.8466099   0.06494384
#> exo2       0.42395013 0.4005067  -0.1009992   0.94536808
#> exo3       0.10383325 0.2980303  -0.4021075   0.41248283
#> 
#> $TGO$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.04976953 0.1986781 -0.24146689    0.2897298
#> lag1_var2  0.57391864 1.3120436 -1.12604798    2.3472128
#> lag1_var3  1.87478663 2.2094012 -0.99215755    4.9049772
#> lag1_var4 -0.95010607 2.2486982 -4.03710564    1.9615153
#> const      3.08255397 5.7894036 -4.09022438   10.6950064
#> exo1       0.26600284 0.1790654  0.05760946    0.5351316
#> exo2      -0.75589037 0.2657233 -1.10456159   -0.4050753
#> exo3       0.18473832 0.2386828 -0.10929220    0.5542927
#> 
#> $TGO$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.01147549 0.09196092 -0.14296520   0.09848107
#> lag1_var2  0.67264461 0.42846701  0.12677592   1.18326947
#> lag1_var3  1.14387541 0.74108609  0.19369398   2.04911487
#> lag1_var4 -0.17380509 0.74767548 -1.07934625   0.78640439
#> const      1.95173937 2.27587238 -1.16136155   4.69750613
#> exo1       0.05067533 0.06777557 -0.03143723   0.15519219
#> exo2      -0.51870470 0.09515283 -0.66431710  -0.40093495
#> exo3       0.25945959 0.11403318  0.08358971   0.40071602
#> 
#> 
#> 
#> $THA
#> $THA$Sigma
#> $THA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0009601474 0.0002738241 0.0006725484  0.001385754
#> 
#> $THA$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009761052 0.00327347 -0.01467752 -0.006135116
#> Sigma[2,2]  0.223634361 0.04371142  0.15693009  0.277886220
#> 
#> $THA$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.007841406 0.003006706  0.00432635   0.01231217
#> Sigma[3,2] -0.155605596 0.054944055 -0.24665326  -0.11020478
#> Sigma[3,3]  0.639038324 0.224920033  0.41111002   0.96090678
#> 
#> $THA$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.0007142538 0.003431326 -0.002467443  0.006486854
#> Sigma[4,2] 0.0082912614 0.061291734 -0.099655423  0.051952273
#> Sigma[4,3] 0.5294148266 0.209539251  0.317840701  0.860887257
#> Sigma[4,4] 0.5400037982 0.204018382  0.354297486  0.897519054
#> 
#> 
#> $THA$A
#> $THA$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9819976875 0.01893193  0.96333987   1.01268905
#> lag1_var2  0.0007736145 0.11841119 -0.21368414   0.09857773
#> lag1_var3 -0.0163143219 0.16691581 -0.31686685   0.13165497
#> lag1_var4  0.0146661685 0.16648644 -0.13145528   0.31490520
#> const      0.6170782010 0.46580260 -0.17520932   1.08163195
#> exo1      -0.0121201892 0.02654962 -0.05026504   0.01873732
#> exo2      -0.0866314002 0.02626558 -0.12494694  -0.05730820
#> exo3      -0.0206886233 0.02425000 -0.05317687   0.01686911
#> 
#> $THA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.20592869 0.2405294  -0.5342713    0.1354573
#> lag1_var2  1.59625424 1.5483777  -0.3861426    3.7570043
#> lag1_var3  1.43133604 2.1777623  -1.4258252    4.4496717
#> lag1_var4 -1.38685483 2.1768610  -4.3934533    1.4756919
#> const      2.72486996 5.8122693  -5.6696308   10.6326329
#> exo1      -0.08763707 0.3926621  -0.7583794    0.2775356
#> exo2       0.47223598 0.5887556  -0.4017982    1.2826210
#> exo3       0.32347150 0.5574513  -0.3872784    1.1717776
#> 
#> $THA$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.45253753  0.7844405  -1.5619803    0.4938800
#> lag1_var2  3.04008843  4.4492718  -3.0098238    8.8138055
#> lag1_var3  4.65835955  6.3727199  -4.0439874   12.9388430
#> lag1_var4 -3.69934296  6.3506118 -11.9385012    4.9959605
#> const     14.13829613 18.9306441 -10.6149451   40.7144114
#> exo1       0.16550914  0.5259536  -0.5472220    0.7574819
#> exo2       0.56084153  0.9748948  -0.7692546    1.9773760
#> exo3      -0.05821475  0.6014541  -0.7330301    0.8671250
#> 
#> $THA$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.59316380  0.6969229  -1.6035825    0.2397141
#> lag1_var2  4.01289492  4.2365958  -1.9627905    9.6782300
#> lag1_var3  5.44292280  5.9883100  -3.0475162   13.2755972
#> lag1_var4 -4.44365241  5.9791422 -12.2512363    4.0467248
#> const     15.30794808 17.6355982  -5.2283482   40.2581985
#> exo1       0.09648674  0.6123397  -0.8476520    0.7304131
#> exo2       0.89348909  0.9299142  -0.2536969    2.1448595
#> exo3       0.16274472  0.5053121  -0.5859452    0.8011383
#> 
#> 
#> 
#> $TJK
#> $TJK$Sigma
#> $TJK$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002324486 0.0006475254 0.001566514  0.003342823
#> 
#> $TJK$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.002752321 0.006454532 -0.004452268   0.01345464
#> Sigma[2,2] 0.792365548 0.294332326  0.486886139   1.29771716
#> 
#> $TJK$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.00289782 0.002921676 -0.006787632  0.000927776
#> Sigma[3,2] -0.33678395 0.136588556 -0.553090262 -0.203301919
#> Sigma[3,3]  0.19194981 0.068605606  0.122047951  0.311722263
#> 
#> $TJK$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.00169232 0.002344842 -0.005140462 0.0005199334
#> Sigma[4,2]  0.02244865 0.052495806 -0.055402052 0.0780634095
#> Sigma[4,3]  0.04537537 0.033824482  0.024370772 0.1038563276
#> Sigma[4,4]  0.06297178 0.020417358  0.036952419 0.0938656898
#> 
#> 
#> $TJK$A
#> $TJK$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.07827070 0.02100551  1.05491560   1.10969119
#> lag1_var2 -0.02479233 0.04198545 -0.08366783   0.03132618
#> lag1_var3 -0.12746871 0.09769491 -0.26275404   0.00442062
#> lag1_var4  0.07181705 0.09328574 -0.05317143   0.20082822
#> const      0.37469347 0.35988988 -0.12916942   0.87068096
#> exo1      -0.01250958 0.02606983 -0.04654935   0.01867919
#> exo2      -0.02972892 0.07096615 -0.11378628   0.06989769
#> exo3      -0.03186030 0.05493210 -0.13089219   0.02267351
#> 
#> $TJK$A$equation2
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -1.3090857 0.2970450 -1.651937999   -0.8069022
#> lag1_var2  2.0652931 0.7589494  1.157181601    3.1368962
#> lag1_var3  3.0596780 1.7784009  0.957329488    5.5518587
#> lag1_var4 -2.5748246 1.6636131 -4.864338057   -0.5785058
#> const     11.0975140 6.4018989  0.969839482   18.0058312
#> exo1      -0.1108229 0.8594525 -1.298723363    1.1336533
#> exo2       1.0239570 0.7939336  0.009049828    2.1216864
#> exo3       1.0259884 0.7264265  0.005041128    1.9179640
#> 
#> $TJK$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4605387 0.1804363   0.1843847   0.67542376
#> lag1_var2 -0.2543099 0.5801696  -0.9107750   0.44435561
#> lag1_var3  0.1503174 1.3467500  -1.3130465   1.76797798
#> lag1_var4  0.6503558 1.2848094  -0.9081809   2.08172971
#> const     -2.9544064 2.9456029  -6.7460344   1.12233536
#> exo1      -0.3337854 0.4004263  -0.9210846   0.21328736
#> exo2      -0.7634522 0.4971348  -1.4768409  -0.24756222
#> exo3      -0.4279063 0.3179664  -0.8271829   0.04096543
#> 
#> $TJK$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.12647912 0.16231107  -0.3008322   0.13862458
#> lag1_var2  0.41343711 0.44704326  -0.2679913   0.97669235
#> lag1_var3  0.95099855 1.01225141  -0.6053753   2.20395379
#> lag1_var4  0.09819455 0.98342757  -1.1371851   1.59348518
#> const      0.63852683 2.30852704  -2.5885239   3.51873482
#> exo1      -0.44912818 0.09439495  -0.5701872  -0.31321737
#> exo2      -0.33779196 0.21945517  -0.6207887  -0.06899901
#> exo3       0.03606378 0.26686518  -0.2463287   0.43713710
#> 
#> 
#> 
#> $TKM
#> $TKM$Sigma
#> $TKM$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004329102 0.001208796 0.002671533  0.005695709
#> 
#> $TKM$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.009502988 0.01288288 -0.03139377  0.003704448
#> Sigma[2,2]  0.543099252 0.09745503  0.45399154  0.691787760
#> 
#> $TKM$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.02546983 0.007427534 -0.03505416  -0.01591087
#> Sigma[3,2] -0.17750085 0.068897196 -0.28428845  -0.10637446
#> Sigma[3,3]  0.33181214 0.091044950  0.20227084   0.44669853
#> 
#> $TKM$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.03247348 0.009711322 -0.042438711   -0.0190976
#> Sigma[4,2]  0.12483027 0.102288437 -0.002569796    0.2740481
#> Sigma[4,3]  0.25038800 0.087694143  0.145459967    0.3902760
#> Sigma[4,4]  0.33899549 0.092600537  0.222621994    0.4811438
#> 
#> 
#> $TKM$A
#> $TKM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.99659199 0.03312366  0.94341286  1.034948188
#> lag1_var2  0.07931853 0.12793064 -0.07288614  0.272408180
#> lag1_var3  0.11541000 0.24069252 -0.17093194  0.483409244
#> lag1_var4 -0.13170052 0.23628435 -0.48853136  0.149167083
#> const      0.83551296 0.59101876 -0.01789059  1.631245838
#> exo1       0.06317777 0.07219755 -0.02632563  0.162454046
#> exo2      -0.08594314 0.05490637 -0.15946379 -0.025304900
#> exo3      -0.08410480 0.06622131 -0.17570883  0.001419129
#> 
#> $TKM$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1   0.5829610 0.3147429   0.1029669   0.92541694
#> lag1_var2  -3.0209027 1.5874547  -5.1556523  -0.86571526
#> lag1_var3  -7.0324102 2.9552339 -10.9961906  -2.99013180
#> lag1_var4   7.1340568 2.8744375   3.2105152  10.98942380
#> const     -16.5460579 4.3742579 -22.8794294 -11.28559254
#> exo1       -0.6824711 0.5243098  -1.3040875   0.07325026
#> exo2        0.6362036 0.6073595  -0.2072413   1.43675517
#> exo3        0.7136825 0.7597312  -0.3569575   1.64231164
#> 
#> $TKM$A$equation3
#>                 mean        sd  5% quantile 95% quantile
#> lag1_var1 -0.4044244 0.3206145 -0.836006331   0.07867237
#> lag1_var2  1.9629354 1.3491953 -0.004392884   3.75227085
#> lag1_var3  4.6082046 2.5156103  0.980046115   7.99781198
#> lag1_var4 -3.6429542 2.4691932 -6.932894342  -0.07194652
#> const     10.6542933 5.3806742  2.697429938  17.01672906
#> exo1       0.1406008 0.6667264 -0.526557078   1.07831262
#> exo2      -1.5179840 0.5832655 -2.109083867  -0.64505458
#> exo3      -0.6750193 0.5364098 -1.197387536   0.21551025
#> 
#> $TKM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07015278 0.2312893  -0.3188746    0.2797654
#> lag1_var2 -0.02800197 0.8372940  -1.2669039    1.1113084
#> lag1_var3  0.15865539 1.5709052  -2.1866015    2.3063595
#> lag1_var4  0.88288769 1.5355584  -1.2109421    3.1750877
#> const      0.17012640 3.9398214  -5.6692474    4.8123145
#> exo1      -0.21854969 0.7682929  -1.2223764    0.7709767
#> exo2      -1.26205767 0.5340786  -1.8755946   -0.4686369
#> exo3      -0.31747301 0.5204372  -0.8493854    0.4891354
#> 
#> 
#> 
#> $TLS
#> $TLS$Sigma
#> $TLS$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.002685262 0.0005776842  0.00205951  0.003588006
#> 
#> $TLS$Sigma$equation2
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.00115797 0.001839831 -0.003582398  0.001320757
#> Sigma[2,2]  0.05792973 0.014597975  0.044920493  0.084063755
#> 
#> $TLS$Sigma$equation3
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[3,1] -0.008359481 0.003953679 -0.01308549 -0.002874438
#> Sigma[3,2] -0.020632983 0.010687487 -0.03596410 -0.007847321
#> Sigma[3,3]  0.181444781 0.047996525  0.12057474  0.255765609
#> 
#> $TLS$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.009469795 0.004098685 -0.015695622  -0.00468534
#> Sigma[4,2]  0.018649686 0.014411024 -0.003125686   0.03765666
#> Sigma[4,3]  0.173795736 0.049518076  0.118156397   0.25428871
#> Sigma[4,4]  0.193040829 0.051407249  0.140113541   0.27816620
#> 
#> 
#> $TLS$A
#> $TLS$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00097784 0.01989948  0.97363962  1.022370811
#> lag1_var2 -0.08071167 0.17072062 -0.32533846  0.114105753
#> lag1_var3 -0.13093115 0.24397286 -0.49185583  0.135901380
#> lag1_var4  0.12839501 0.24812878 -0.14390495  0.493052350
#> const      0.16617095 0.60136148 -0.64598361  0.912664878
#> exo1       0.04924595 0.05764662 -0.01655483  0.137962183
#> exo2      -0.11738746 0.07231961 -0.22979278 -0.025050316
#> exo3      -0.03490567 0.03518731 -0.07497525  0.007068154
#> 
#> $TLS$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.20957048 0.1291935  -0.3638822  -0.01066231
#> lag1_var2  1.13746477 0.6686079   0.2013779   1.92497669
#> lag1_var3  0.20682333 0.9319428  -1.1090336   1.30263757
#> lag1_var4 -0.18065784 0.9378364  -1.3008059   1.12955997
#> const      2.54876094 2.4514085  -0.5235490   6.06887984
#> exo1       0.05305110 0.3380924  -0.2598452   0.61917566
#> exo2      -0.06321301 0.2875808  -0.5066304   0.29338499
#> exo3      -0.27583608 0.3305603  -0.6939090   0.21215328
#> 
#> $TLS$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.11276647 0.1802587  -0.1308586  0.338319670
#> lag1_var2  1.72478823 1.4994948  -0.6178605  3.189105215
#> lag1_var3  3.73729616 2.1499202   0.3295250  5.891582375
#> lag1_var4 -2.88344485 2.2160964  -5.1005450  0.589068616
#> const      8.00152337 6.0311333   0.2318939 14.838640516
#> exo1      -0.09300204 0.5855555  -0.8657711  0.656528813
#> exo2      -0.44555956 0.3498086  -0.9201164  0.004791219
#> exo3      -0.50207370 0.5966018  -1.2175291  0.383100224
#> 
#> $TLS$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.03007107 0.1893843  -0.3067910   0.21677797
#> lag1_var2  2.27975635 1.1841832   0.4279038   3.52358759
#> lag1_var3  3.57368115 1.7052102   0.8317692   5.38495151
#> lag1_var4 -2.68817465 1.7608954  -4.5528311   0.11444240
#> const      8.83612000 5.3846039   1.9777232  15.77508457
#> exo1      -0.05916220 0.4513088  -0.6766794   0.57090691
#> exo2      -0.49961430 0.4157322  -1.1917442  -0.08660241
#> exo3      -0.70568677 0.5561311  -1.4591557   0.08142204
#> 
#> 
#> 
#> $TON
#> $TON$Sigma
#> $TON$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006977961 0.0001572978 0.0004996642 0.0009084293
#> 
#> $TON$Sigma$equation2
#>                   mean         sd  5% quantile 95% quantile
#> Sigma[2,1] 0.004256566 0.00278763 0.0005872497  0.007590079
#> Sigma[2,2] 0.204867729 0.06326333 0.1436591774  0.295949051
#> 
#> $TON$Sigma$equation3
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.003499801 0.002151508 -0.005889624 -1.216506e-05
#> Sigma[3,2] -0.123707533 0.029318225 -0.156631321 -8.285674e-02
#> Sigma[3,3]  0.192276730 0.046349804  0.121848936  2.386741e-01
#> 
#> $TON$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.001075730 0.001545075 -0.003181209  0.001296466
#> Sigma[4,2] -0.005844181 0.025382061 -0.037192427  0.034197496
#> Sigma[4,3]  0.122909813 0.034512693  0.069187167  0.162824384
#> Sigma[4,4]  0.121412975 0.028858206  0.077160446  0.156303259
#> 
#> 
#> $TON$A
#> $TON$A$equation1
#>                    mean         sd 5% quantile 95% quantile
#> lag1_var1  0.9691567980 0.01140621  0.95350734   0.98611031
#> lag1_var2  0.0049939385 0.05034038 -0.05758129   0.06450301
#> lag1_var3  0.0132244811 0.08742629 -0.09581133   0.11636095
#> lag1_var4 -0.0113142430 0.08607196 -0.11458722   0.09644640
#> const      0.5235616098 0.15215159  0.25079442   0.65857449
#> exo1       0.0193738073 0.02804311 -0.01422998   0.06305277
#> exo2      -0.0006603781 0.02754755 -0.02374883   0.04237190
#> exo3      -0.0253747319 0.03318320 -0.07543075   0.01617438
#> 
#> $TON$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.01775753 0.2729099 -0.38739998    0.3677958
#> lag1_var2 -0.25218487 1.2147239 -1.90974988    1.4156816
#> lag1_var3 -1.86507222 2.0451707 -4.59734073    0.9895955
#> lag1_var4  1.90941994 2.0405090 -0.91714160    4.6413927
#> const     -2.35854268 4.3320855 -8.55571995    3.8873923
#> exo1      -0.21650630 0.4759070 -0.97386816    0.2359539
#> exo2       0.78502118 0.4569191  0.03864124    1.2345078
#> exo3      -0.29159382 0.4455971 -0.89818227    0.2835080
#> 
#> $TON$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.92748375 0.3172976  -1.2249254  -0.45405023
#> lag1_var2  3.61244286 1.5042465   1.2568943   5.20731701
#> lag1_var3  7.24773393 2.5599312   3.3093539   9.97264198
#> lag1_var4 -6.20605748 2.5397376  -8.9428465  -2.29596733
#> const     15.74220766 4.9227985   8.3144460  21.57046117
#> exo1      -0.02647149 0.4527890  -0.5845051   0.66225829
#> exo2      -0.65748943 0.4549002  -1.2151466  -0.04324033
#> exo3      -0.15884939 0.2776768  -0.4791777   0.21404559
#> 
#> $TON$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9127420 0.2862735  -1.1344622  -0.46964952
#> lag1_var2  3.2474562 1.2337984   1.2800765   4.67457653
#> lag1_var3  5.7987669 2.1227576   2.4339218   8.22347285
#> lag1_var4 -4.7163603 2.1074747  -7.1562084  -1.39305794
#> const     13.4318839 4.6130186   6.5720252  18.71848765
#> exo1      -0.1520626 0.2999368  -0.5654707   0.14923929
#> exo2      -0.2347169 0.3483173  -0.6573055   0.29735080
#> exo3      -0.3179334 0.3026958  -0.7206043   0.09355946
#> 
#> 
#> 
#> $TTO
#> $TTO$Sigma
#> $TTO$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001507316 0.0003099908 0.0009868783  0.001828342
#> 
#> $TTO$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.003331699 0.003587688 -0.008067685 0.0006100006
#> Sigma[2,2]  0.275201936 0.046752651  0.216151025 0.3415833008
#> 
#> $TTO$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01306486 0.003825858  0.007898153   0.01793828
#> Sigma[3,2] -0.17540994 0.073443437 -0.284716601  -0.09667817
#> Sigma[3,3]  0.45292469 0.109045587  0.316561569   0.61704551
#> 
#> $TTO$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01152501 0.004293682  0.006145732   0.01704501
#> Sigma[4,2] -0.01274877 0.053005468 -0.089373743   0.04466361
#> Sigma[4,3]  0.37189946 0.109756105  0.247056033   0.53688416
#> Sigma[4,4]  0.38984373 0.123151955  0.268852263   0.58377313
#> 
#> 
#> $TTO$A
#> $TTO$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.009871345 0.01636689  0.98297888   1.03018877
#> lag1_var2 -0.099000318 0.01838882 -0.12793337  -0.07718477
#> lag1_var3 -0.173450790 0.03155294 -0.22234386  -0.13447143
#> lag1_var4  0.166887213 0.02756605  0.13333963   0.21008295
#> const      0.150559274 0.20456743 -0.11032221   0.46834440
#> exo1      -0.002140478 0.03795798 -0.05461236   0.04177667
#> exo2      -0.108057797 0.03484060 -0.15720466  -0.06082401
#> exo3       0.002910928 0.03872141 -0.04436286   0.06096471
#> 
#> $TTO$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9026820 0.2966734  -1.2133126   -0.4336747
#> lag1_var2  3.4572808 0.5527203   2.7128427    4.0954857
#> lag1_var3  4.3019546 0.9676316   3.0081351    5.4005651
#> lag1_var4 -4.1170040 0.8996333  -5.1571484   -2.9264078
#> const     10.8165041 3.8654503   6.2443772   16.0668400
#> exo1      -0.1555576 0.3804670  -0.5609511    0.4718243
#> exo2       0.9873992 0.4903094   0.2630258    1.5854909
#> exo3       0.1830938 0.4787065  -0.5468139    0.8048034
#> 
#> $TTO$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9391460 0.2871012   0.5705260    1.3459073
#> lag1_var2 -2.2926799 0.6442093  -3.1640647   -1.3145634
#> lag1_var3 -3.0780637 1.1018158  -4.5578792   -1.3912229
#> lag1_var4  3.8226944 1.0369513   2.2219958    5.1855575
#> const     -7.9811929 3.2885797 -13.4427640   -4.3725015
#> exo1       0.3436558 0.5967656  -0.5456115    1.0115846
#> exo2      -2.2607858 0.6165630  -3.1212783   -1.4708074
#> exo3      -0.5314396 1.1086241  -2.0843161    0.9294119
#> 
#> $TTO$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4751844 0.2589037   0.1881468    0.8415653
#> lag1_var2 -0.7280389 0.6655871  -1.5084783    0.1425636
#> lag1_var3 -1.3630593 1.1302499  -2.6460540    0.1282008
#> lag1_var4  2.2204890 1.0746896   0.7886358    3.4712252
#> const     -3.5088909 2.6212557  -7.2501455   -0.7087429
#> exo1       0.2222419 0.5975759  -0.6735988    0.8462853
#> exo2      -1.7621720 0.4823818  -2.4568035   -1.1567194
#> exo3      -0.4355071 1.0074458  -2.0518659    0.6305770
#> 
#> 
#> 
#> $TUN
#> $TUN$Sigma
#> $TUN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004038033 0.0001754804 0.0002401931 0.0006867507
#> 
#> $TUN$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01053603 0.004679622 -0.01766798 -0.004530865
#> Sigma[2,2]  0.98431431 0.268637804  0.69096296  1.390011992
#> 
#> $TUN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.004118692 0.001489413  0.002150153   0.00601264
#> Sigma[3,2] -0.358278327 0.114141510 -0.536859109  -0.25647494
#> Sigma[3,3]  0.225960012 0.065139046  0.165285629   0.32962385
#> 
#> $TUN$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.00101779 0.001624013 -0.003403138   0.00070906
#> Sigma[4,2]  0.12479214 0.056997778  0.063390181   0.21120935
#> Sigma[4,3]  0.06710570 0.025139296  0.035450557   0.10826309
#> Sigma[4,4]  0.14846911 0.040526945  0.103333665   0.20710654
#> 
#> 
#> $TUN$A
#> $TUN$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.959454656 0.01531474  0.938167894  0.980017277
#> lag1_var2  0.033815446 0.03270125 -0.003667265  0.079686501
#> lag1_var3  0.068336079 0.06626525 -0.005525258  0.165411308
#> lag1_var4 -0.061656792 0.06051542 -0.149177894  0.005343089
#> const      0.676971985 0.13931608  0.521885340  0.895967403
#> exo1       0.004884956 0.01836159 -0.025235162  0.022533999
#> exo2      -0.115838738 0.01833172 -0.143063608 -0.092983663
#> exo3       0.004051655 0.02397857 -0.024008514  0.041163315
#> 
#> $TUN$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.8833512 0.4875986   0.2041508    1.4491346
#> lag1_var2 -1.2112486 1.0730848  -2.6379354    0.3437239
#> lag1_var3 -3.6989629 2.0601186  -6.5202862   -0.6912862
#> lag1_var4  3.5628451 1.9018740   0.8453551    6.1935772
#> const     -7.9018620 3.0564184 -11.8178429   -3.2713700
#> exo1      -0.2894366 1.0907710  -1.4921313    1.2985192
#> exo2       1.4071595 1.3783635  -0.8747328    3.1497601
#> exo3       0.9003624 1.2318653  -0.6639770    2.4271836
#> 
#> $TUN$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4305341 0.2756833 -0.77270379   -0.0518050
#> lag1_var2  1.5743382 0.5559166  0.78758364    2.3041882
#> lag1_var3  3.6770150 1.0100385  2.23735773    4.9195557
#> lag1_var4 -2.7169016 0.9326530 -3.88757413   -1.4096005
#> const      7.6322684 1.7501922  5.91074790   10.4132846
#> exo1       0.5402537 0.4293487 -0.05532562    1.0908965
#> exo2      -2.5234025 0.7669475 -3.28527235   -1.2896365
#> exo3      -1.0443453 0.6622707 -1.94665534   -0.3053627
#> 
#> $TUN$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.04198094 0.1601838  -0.2001401    0.1997795
#> lag1_var2  0.82403054 0.3007464   0.3403186    1.1295653
#> lag1_var3  1.51006078 0.6302543   0.5243909    2.1940282
#> lag1_var4 -0.58378389 0.5693031  -1.1804540    0.3081621
#> const      2.85934983 1.5109321   1.0735657    5.1228476
#> exo1       0.46954198 0.4310341  -0.1970900    0.9735542
#> exo2      -2.25423276 0.4021092  -2.8807145   -1.7858237
#> exo3      -0.75478605 0.4105980  -1.3388397   -0.2656524
#> 
#> 
#> 
#> $TUR
#> $TUR$Sigma
#> $TUR$Sigma$equation1
#>                   mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001410768 0.0003290986 0.001040407   0.00194314
#> 
#> $TUR$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.01889898 0.005180225 -0.02445326 -0.009872466
#> Sigma[2,2]  1.05472542 0.232750438  0.74931627  1.387796759
#> 
#> $TUR$Sigma$equation3
#>                    mean          sd 5% quantile  95% quantile
#> Sigma[3,1] -0.006093141 0.006453143 -0.01668094  0.0005007463
#> Sigma[3,2] -0.582208932 0.231121262 -0.91848740 -0.3434019006
#> Sigma[3,3]  1.301530258 0.256327595  0.96979944  1.6608394365
#> 
#> $TUR$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.01661668 0.008365689 -0.03082645 -0.008174296
#> Sigma[4,2] -0.08060318 0.166960512 -0.31116481  0.141335617
#> Sigma[4,3]  1.10782114 0.248687447  0.85941541  1.501917173
#> Sigma[4,4]  1.16595751 0.296238357  0.87289318  1.671689986
#> 
#> 
#> $TUR$A
#> $TUR$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.97081726 0.01440170  0.954672510   0.99372775
#> lag1_var2  0.02268800 0.02215083 -0.003266038   0.05714059
#> lag1_var3  0.01737636 0.04015855 -0.023270621   0.07870172
#> lag1_var4 -0.01309442 0.03745384 -0.071860414   0.02297653
#> const      0.48238662 0.25283335  0.089640594   0.71769332
#> exo1      -0.02375187 0.03208432 -0.065727672   0.02460841
#> exo2      -0.08008673 0.05311544 -0.162626285  -0.01915136
#> exo3       0.04151363 0.05307846 -0.015697166   0.12424193
#> 
#> $TUR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.9520105 0.3290987   0.4826185   1.41490120
#> lag1_var2 -0.8539638 0.6989901  -1.9337667   0.01048485
#> lag1_var3 -2.7480350 1.3962368  -4.9630086  -1.19099372
#> lag1_var4  2.3780280 1.2885108   0.9212283   4.42236283
#> const     -2.3688520 8.2669187 -12.7495666   8.70783482
#> exo1       0.2544965 0.9686496  -1.1344981   1.46709221
#> exo2       0.3544969 1.2091270  -1.3246723   1.85978244
#> exo3      -0.7760953 1.1773516  -2.8044106   0.25488176
#> 
#> $TUR$A$equation3
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.04682603 0.2727002  -0.36659282    0.3594363
#> lag1_var2  0.15963557 0.6058644  -0.75844835    0.9926987
#> lag1_var3  0.76085272 1.1699182  -0.80819083    2.5096986
#> lag1_var4  0.16864837 1.0869199  -1.43694747    1.6085367
#> const     -0.48773075 9.6099194 -14.99821799   11.7014348
#> exo1       0.25402957 0.7996200  -0.78021803    1.5228727
#> exo2      -2.97490804 0.8237071  -3.89572735   -1.6266455
#> exo3       1.35259874 0.9907841  -0.07153804    2.6355091
#> 
#> $TUR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6514302 0.3600306   0.1313575    1.0778518
#> lag1_var2 -0.8437338 0.5475357  -1.7464969   -0.2675530
#> lag1_var3 -1.7920394 0.9391913  -3.2308563   -0.5809976
#> lag1_var4  2.5200910 0.8598298   1.4001365    3.8257546
#> const     -4.4274024 9.7786950 -18.3409965    9.6367907
#> exo1       0.3878745 0.6047619  -0.3611263    1.2541791
#> exo2      -3.3536143 0.8592654  -4.2612783   -2.0802238
#> exo3       1.0889676 1.0677181  -0.1489077    2.7276047
#> 
#> 
#> 
#> $TWN
#> $TWN$Sigma
#> $TWN$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004285355 0.0001080834 0.0003394971 0.0006092372
#> 
#> $TWN$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005833772 0.002554355 -0.01015216 -0.003654485
#> Sigma[2,2]  0.197386532 0.059243150  0.13714579  0.298472830
#> 
#> $TWN$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.005267679 0.002331659  0.002731721  0.009341721
#> Sigma[3,2] -0.162064610 0.056191325 -0.259015507 -0.100298765
#> Sigma[3,3]  0.171115742 0.051874588  0.108561390  0.255322279
#> 
#> $TWN$Sigma$equation4
#>                   mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.00196851 0.001072892  0.0005555241  0.003605903
#> Sigma[4,2] -0.04964579 0.025664592 -0.0892377187 -0.017010720
#> Sigma[4,3]  0.07991258 0.022155859  0.0459967111  0.108751615
#> Sigma[4,4]  0.05279954 0.009424010  0.0371326301  0.063076938
#> 
#> 
#> $TWN$A
#> $TWN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.94330426 0.01343151  0.93069747  0.963754703
#> lag1_var2  0.10104191 0.02743437  0.06867205  0.145488971
#> lag1_var3  0.15641105 0.05260425  0.09729996  0.243587011
#> lag1_var4 -0.14451912 0.05615734 -0.23683917 -0.082166332
#> const      0.84051334 0.12432175  0.64945399  1.010035832
#> exo1      -0.01315443 0.02160773 -0.04578542  0.006680506
#> exo2       0.01377273 0.02263090 -0.02732848  0.032964958
#> exo3       0.04233539 0.01954856  0.01963789  0.070778713
#> 
#> $TWN$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.57559588 0.3142067  0.06185234    0.8747973
#> lag1_var2  0.79517501 0.6460131 -0.13919543    1.7369994
#> lag1_var3  0.29660912 1.2584958 -1.58272833    1.9724713
#> lag1_var4 -0.58700172 1.3934858 -2.33921360    1.5225004
#> const      2.86112606 3.6294466 -2.72921667    6.7645162
#> exo1      -0.08252057 0.5500202 -0.60973208    0.7585236
#> exo2      -0.01329360 0.4903925 -0.65786076    0.6355110
#> exo3      -0.12960414 0.3905481 -0.68268118    0.4347117
#> 
#> $TWN$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.13025703 0.2175969  -0.3776057    0.1931991
#> lag1_var2 -0.04309426 0.6571975  -0.7697539    0.9242022
#> lag1_var3  0.49717126 1.2368225  -0.7258593    2.4276311
#> lag1_var4  0.55713751 1.3278014  -1.5271007    1.7771673
#> const     -0.56146313 3.4487623  -3.5719628    5.1436984
#> exo1      -0.02478894 0.4806967  -0.7437536    0.4388355
#> exo2      -0.06541693 0.4373805  -0.6127944    0.5881379
#> exo3       0.24414842 0.2858442  -0.1349879    0.6315078
#> 
#> $TWN$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.21292454 0.1467129  0.003257093    0.4019476
#> lag1_var2  0.15093948 0.4213509 -0.479344323    0.7171150
#> lag1_var3  0.20375098 0.7460897 -0.898843639    1.2391172
#> lag1_var4  0.69825787 0.7715620 -0.371051982    1.8238508
#> const     -0.09847881 2.2582315 -3.293573614    2.9215580
#> exo1      -0.07439661 0.1979267 -0.316486148    0.1473160
#> exo2      -0.07166529 0.2408904 -0.396166941    0.2652524
#> exo3       0.17957356 0.1465940 -0.018312043    0.3623462
#> 
#> 
#> 
#> $TZA
#> $TZA$Sigma
#> $TZA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0003279953 0.0001124141 0.0002284122 0.0005272434
#> 
#> $TZA$Sigma$equation2
#>                    mean          sd  5% quantile  95% quantile
#> Sigma[2,1] -0.001304779 0.000757474 -0.002420175 -0.0004345102
#> Sigma[2,2]  0.042860769 0.007002626  0.035043589  0.0527088687
#> 
#> $TZA$Sigma$equation3
#>                     mean          sd   5% quantile 95% quantile
#> Sigma[3,1]  0.0006493061 0.001223533 -0.0008955255  0.002496761
#> Sigma[3,2] -0.0253176823 0.010809147 -0.0402604565 -0.010956390
#> Sigma[3,3]  0.1300696343 0.033317304  0.0934709081  0.182020241
#> 
#> $TZA$Sigma$equation4
#>                    mean         sd  5% quantile 95% quantile
#> Sigma[4,1] -0.000485534 0.00154040 -0.003066850  0.001167519
#> Sigma[4,2]  0.011679084 0.01144901 -0.001793208  0.027638291
#> Sigma[4,3]  0.111619602 0.03064303  0.078730755  0.158063805
#> Sigma[4,4]  0.125250693 0.03038840  0.091459187  0.171421528
#> 
#> 
#> $TZA$A
#> $TZA$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.997331465 0.01006836  0.98580914  1.012579887
#> lag1_var2 -0.068525010 0.06029183 -0.15286233  0.002979632
#> lag1_var3 -0.060348088 0.06854773 -0.16158023  0.026581257
#> lag1_var4  0.058854122 0.06739787 -0.02594557  0.157575065
#> const      0.295224280 0.10157152  0.17036624  0.458004302
#> exo1      -0.001631776 0.01299480 -0.02038894  0.013358907
#> exo2      -0.011505328 0.01993969 -0.04283541  0.008267034
#> exo3      -0.006379900 0.01809103 -0.03550308  0.011611581
#> 
#> $TZA$A$equation2
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.07409047 0.08710522 -0.188224670   0.05086531
#> lag1_var2  0.61975225 0.57212940 -0.007485292   1.52460956
#> lag1_var3 -0.10611789 0.72553908 -0.983400986   0.99960663
#> lag1_var4  0.12627770 0.71547000 -0.974674428   0.98119946
#> const      0.88594009 1.85126256 -1.870793598   3.20928126
#> exo1      -0.15515491 0.10891556 -0.349523860  -0.04640785
#> exo2       0.22498541 0.27443180 -0.202768760   0.49601699
#> exo3       0.17376762 0.22208987 -0.175094030   0.42289465
#> 
#> $TZA$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.11647674 0.2217034 -0.46716093    0.1420069
#> lag1_var2  1.50347592 0.8934986  0.03880414    2.5583380
#> lag1_var3  2.26459120 1.2451035  0.29758570    3.9257109
#> lag1_var4 -1.29994393 1.2189362 -2.90079694    0.6421981
#> const      4.46806429 3.5786554 -0.75376967    8.9136785
#> exo1      -0.04131292 0.2917542 -0.48321887    0.2868689
#> exo2      -1.21560635 0.6004275 -2.19759580   -0.5213596
#> exo3      -0.21095004 0.3766216 -0.79805231    0.1938424
#> 
#> $TZA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.18852757 0.2658480 -0.62087494   0.08914488
#> lag1_var2  1.72312955 1.1640110  0.31235425   3.34479057
#> lag1_var3  1.81060703 1.5796499 -0.01250183   4.08307985
#> lag1_var4 -0.81318051 1.5478589 -3.02712682   1.00067130
#> const      4.10591136 4.5346371 -1.63498391  10.56545981
#> exo1      -0.18333611 0.2995958 -0.58891847   0.16389166
#> exo2      -1.06689915 0.5106263 -1.96334975  -0.59384742
#> exo3      -0.07189798 0.3130356 -0.53344995   0.32362457
#> 
#> 
#> 
#> $UGA
#> $UGA$Sigma
#> $UGA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0004282056 7.948879e-05 0.0003252649 0.0005442407
#> 
#> $UGA$Sigma$equation2
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.0002840887 0.001376852 -0.002027579  0.001413293
#> Sigma[2,2]  0.1514515533 0.038745710  0.114977276  0.218712909
#> 
#> $UGA$Sigma$equation3
#>                     mean           sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0001812771 0.0009527101 -0.00101333  0.001386294
#> Sigma[3,2] -0.1061545685 0.0261608925 -0.15141210 -0.080667007
#> Sigma[3,3]  0.0773060477 0.0180457612  0.05923619  0.107956542
#> 
#> $UGA$Sigma$equation4
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[4,1] -1.995206e-05 0.0001899080 -2.893114e-04 0.0002384725
#> Sigma[4,2] -1.673441e-04 0.0034399434 -5.102900e-03 0.0043920728
#> Sigma[4,3]  3.105174e-03 0.0023605119 -6.153587e-05 0.0062672631
#> Sigma[4,4]  3.090120e-03 0.0004765281  2.539651e-03 0.0037168859
#> 
#> 
#> $UGA$A
#> $UGA$A$equation1
#>                  mean          sd   5% quantile 95% quantile
#> lag1_var1  0.98214015 0.006721429  0.9739680540   0.99159716
#> lag1_var2 -0.03278061 0.035741238 -0.0863141343   0.01326122
#> lag1_var3 -0.03410410 0.056508386 -0.1137835568   0.04758922
#> lag1_var4  0.03473896 0.057537036 -0.0469022651   0.11689552
#> const      0.46927223 0.141066574  0.2819657163   0.65983668
#> exo1       0.01300472 0.009315531  0.0002426942   0.02623653
#> exo2      -0.06159060 0.026949504 -0.0872411815  -0.01719092
#> exo3       0.01280360 0.012497678 -0.0035267463   0.03197110
#> 
#> $UGA$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.08917104 0.1177519  -0.2525123   0.06838285
#> lag1_var2 -0.16977900 1.1243143  -1.3109931   1.49706195
#> lag1_var3 -1.00277128 1.7261060  -2.9027772   1.50656913
#> lag1_var4  1.07965053 1.7960105  -1.5676788   3.03333195
#> const     -1.78312212 5.7199553  -9.3051298   6.51706303
#> exo1       0.08671580 0.6430480  -0.8999399   0.74706739
#> exo2       0.94313864 0.3142814   0.4825818   1.36620581
#> exo3       0.16818984 0.4573174  -0.4558186   0.79201843
#> 
#> $UGA$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.08886067 0.07293156  -0.0124834    0.1814765
#> lag1_var2  1.31475564 0.90201920  -0.1160245    2.2785457
#> lag1_var3  2.42601629 1.37439600   0.2777125    3.8504431
#> lag1_var4 -1.54133118 1.43146209  -3.0096300    0.7196540
#> const      4.97082892 4.12235149  -1.7397757    9.5103823
#> exo1      -0.05789258 0.46489230  -0.5605036    0.6414152
#> exo2      -1.32599688 0.22142126  -1.6554389   -1.0209442
#> exo3       0.23465934 0.32855468  -0.1855001    0.6919322
#> 
#> $UGA$A$equation4
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.028657657 0.02635549 -0.01197336   0.05898753
#> lag1_var2  0.930312404 0.17058318  0.70266999   1.12759036
#> lag1_var3  1.345767140 0.25848987  0.99241436   1.64501232
#> lag1_var4 -0.392628964 0.26872647 -0.71606587  -0.02825009
#> const      2.647725552 0.72781782  1.72189531   3.68480554
#> exo1       0.002710387 0.06669350 -0.08692527   0.07545687
#> exo2      -0.692842958 0.03989585 -0.75372662  -0.65104934
#> exo3       0.363829797 0.05658514  0.29726927   0.44306418
#> 
#> 
#> 
#> $UKR
#> $UKR$Sigma
#> $UKR$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.007097913 0.001663771 0.004707019  0.009211821
#> 
#> $UKR$Sigma$equation2
#>                   mean         sd 5% quantile  95% quantile
#> Sigma[2,1] -0.01384234 0.01135909  -0.0308896 -0.0002415087
#> Sigma[2,2]  0.89800634 0.15631096   0.7011958  1.0789879222
#> 
#> $UKR$Sigma$equation3
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[3,1]  0.02756402 0.008838336  0.02074034   0.04128833
#> Sigma[3,2] -0.49538992 0.095658396 -0.60050050  -0.36020348
#> Sigma[3,3]  0.38493827 0.072969239  0.29322028   0.48745936
#> 
#> $UKR$Sigma$equation4
#>                  mean          sd  5% quantile 95% quantile
#> Sigma[4,1] 0.02175040 0.007187781  0.012553158   0.03264143
#> Sigma[4,2] 0.02326352 0.026238968 -0.009223592   0.06053034
#> Sigma[4,3] 0.11039377 0.040534074  0.063397419   0.17100248
#> Sigma[4,4] 0.13681842 0.040119217  0.091494481   0.19700775
#> 
#> 
#> $UKR$A
#> $UKR$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.995338989 0.04832429  0.931162714    1.0604658
#> lag1_var2 -0.057478075 0.12582042 -0.229607426    0.1020432
#> lag1_var3 -0.138822546 0.22229422 -0.448543298    0.1500824
#> lag1_var4  0.132465403 0.21021337 -0.146247650    0.4208071
#> const      0.286519632 0.51928679 -0.580277401    0.8511210
#> exo1       0.068668226 0.05447469  0.002659793    0.1520454
#> exo2      -0.006553304 0.12132913 -0.190393095    0.1336275
#> exo3       0.054967044 0.09241538 -0.070766097    0.1842508
#> 
#> $UKR$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.91455318  0.8681249  -2.0197284    0.2659339
#> lag1_var2  1.58419214  1.6706875  -0.2426106    3.9772831
#> lag1_var3  1.35083456  2.9699013  -1.8362546    5.5877537
#> lag1_var4 -1.05133114  2.7980763  -5.1309719    1.8093375
#> const      7.75676226 11.3464730  -4.1905401   23.6432576
#> exo1      -0.07753182  0.9623660  -1.4766288    1.0938560
#> exo2       1.10086579  1.3659637  -0.4064772    3.4163038
#> exo3       0.49759386  0.6653401  -0.4367437    1.2759470
#> 
#> $UKR$A$equation3
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1   1.11198288 0.4284407   0.4655877    1.6660616
#> lag1_var2  -2.61787396 0.7643024  -3.6028070   -1.4996252
#> lag1_var3  -3.80335363 1.3530452  -5.5463485   -1.8333213
#> lag1_var4   4.47971295 1.2468548   2.7165310    6.1486368
#> const     -10.83608743 4.4683483 -16.3765672   -6.1380881
#> exo1        0.19419826 0.5767495  -0.5320930    1.0961235
#> exo2       -1.49392480 0.9516322  -3.1308490   -0.6407983
#> exo3       -0.07051607 0.3030702  -0.4760468    0.3591265
#> 
#> $UKR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.6300803 0.2755194   0.2205421    0.9583358
#> lag1_var2 -2.2729211 0.7266822  -3.2618799   -1.2853422
#> lag1_var3 -4.0171967 1.2676299  -5.7462117   -2.2756738
#> lag1_var4  4.8866936 1.1946763   3.2442927    6.5175482
#> const     -8.7200350 3.0118190 -11.7144244   -4.0949495
#> exo1       0.1746750 0.3052746  -0.2442913    0.5350680
#> exo2      -0.9627298 0.4075121  -1.3802880   -0.3407522
#> exo3       0.2284745 0.4444924  -0.4312276    0.7738159
#> 
#> 
#> 
#> $URY
#> $URY$Sigma
#> $URY$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001335424 0.0002915593 0.0009345457  0.001694874
#> 
#> $URY$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.03288008 0.00785185   -0.041914  -0.02241689
#> Sigma[2,2]  1.57892440 0.59159461    1.068073   2.62112878
#> 
#> $URY$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.03250376 0.01028554   0.0196365   0.04519536
#> Sigma[3,2] -1.26742606 0.53195214  -2.2044735  -0.78690850
#> Sigma[3,3]  1.62532264 0.55588899   1.1210824   2.59191536
#> 
#> $URY$Sigma$equation4
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.01382342 0.006840228  0.004845111   0.02293955
#> Sigma[4,2] -0.34260051 0.204155965 -0.664634273  -0.10968704
#> Sigma[4,3]  0.94521828 0.279729499  0.650980727   1.36814406
#> Sigma[4,4]  0.81469964 0.208599969  0.572109330   1.06162570
#> 
#> 
#> $URY$A
#> $URY$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.94866885 0.01594026  0.924963849   0.96615287
#> lag1_var2  0.06795720 0.03326321  0.030636977   0.12103942
#> lag1_var3  0.12193371 0.05451436  0.060594234   0.21041123
#> lag1_var4 -0.11189115 0.05039731 -0.194831068  -0.05427543
#> const      0.72932918 0.25387255  0.392444290   1.07457074
#> exo1       0.01534104 0.01613678 -0.010333534   0.03416708
#> exo2      -0.07872286 0.03378169 -0.119538565  -0.02852378
#> exo3       0.04606319 0.03861285 -0.007715718   0.09684285
#> 
#> $URY$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.68270879 0.3701075   0.2485920    1.2682042
#> lag1_var2 -0.04867234 1.0317084  -1.5032422    1.2953383
#> lag1_var3 -1.54208477 1.6792974  -3.8343102    0.6565261
#> lag1_var4  1.28553277 1.5467582  -0.7169008    3.3285012
#> const      0.12458087 8.1821564 -11.8318787   10.1309461
#> exo1      -0.24048264 0.9482134  -1.4062252    1.1543400
#> exo2       0.86780980 1.1489320  -0.5147394    2.5612244
#> exo3      -1.54569575 1.5621274  -3.6258541    0.7197692
#> 
#> $URY$A$equation3
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.08291352  0.7334047  -1.2151586   0.67142521
#> lag1_var2  0.69432690  1.5631400  -1.3763321   2.89964837
#> lag1_var3  2.17598210  2.5443529  -1.1007740   5.79041019
#> lag1_var4 -1.16300384  2.3409339  -4.5048525   1.84981614
#> const      1.77027733 10.4957746 -11.8142869  16.13680009
#> exo1       0.08762082  0.9959456  -1.3112570   1.30917899
#> exo2      -2.57493116  1.6076013  -3.6837396  -0.02930429
#> exo3       1.67830616  1.5224277  -0.1529914   3.93746446
#> 
#> $URY$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.37273323 0.8372053   -0.886709   1.33946485
#> lag1_var2  0.29880096 1.4199255   -1.330300   2.35620867
#> lag1_var3  0.65626955 2.3480732   -1.982883   4.12856717
#> lag1_var4  0.21413628 2.1435243   -3.019682   2.61150272
#> const      0.19337597 9.2370409   -8.946526  15.49894876
#> exo1      -0.09029014 0.6753006   -1.021297   0.78370261
#> exo2      -2.22572165 1.4594061   -3.516929   0.04440925
#> exo3       0.79821796 1.2743303   -0.786563   2.94422271
#> 
#> 
#> 
#> $USA
#> $USA$Sigma
#> $USA$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0001924884 4.301818e-05 0.0001339975 0.0002494155
#> 
#> $USA$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.007897717 0.002528391 -0.01128514 -0.004534558
#> Sigma[2,2]  0.666958175 0.160129336  0.47159089  0.893195742
#> 
#> $USA$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006436375 0.001779976  0.003949574  0.008761085
#> Sigma[3,2] -0.505114357 0.120107641 -0.680173075 -0.338117120
#> Sigma[3,3]  0.441251419 0.095052295  0.308824697  0.579848798
#> 
#> $USA$Sigma$equation4
#>                    mean           sd   5% quantile 95% quantile
#> Sigma[4,1]  0.001429188 0.0004460438  0.0009005171  0.002077621
#> Sigma[4,2] -0.082242139 0.0396120721 -0.1324788214 -0.025539767
#> Sigma[4,3]  0.124353950 0.0311825300  0.0854534653  0.172870192
#> Sigma[4,4]  0.075948678 0.0144050601  0.0534514634  0.093617473
#> 
#> 
#> $USA$A
#> $USA$A$equation1
#>                   mean         sd 5% quantile  95% quantile
#> lag1_var1  0.982211586 0.00957733  0.96565587  0.9916179750
#> lag1_var2  0.005767398 0.03921813 -0.03816265  0.0738542538
#> lag1_var3  0.009725070 0.06143360 -0.06080880  0.1156112544
#> lag1_var4 -0.009340332 0.05972025 -0.11191175  0.0599802730
#> const      0.544233557 0.17195440  0.36663242  0.8345652972
#> exo1      -0.017174653 0.01389953 -0.03640716  0.0007355341
#> exo2      -0.050756343 0.01840148 -0.06966966 -0.0234044996
#> exo3       0.035444273 0.01122725  0.01903026  0.0498873830
#> 
#> $USA$A$equation2
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1   0.3678675  0.7970639  -0.5549809   1.58155768
#> lag1_var2  -2.2368359  3.3613631  -7.1632912   1.84404019
#> lag1_var3  -4.9356328  5.3273074 -12.7422822   1.52795433
#> lag1_var4   4.9316945  5.1517829  -1.3652042  12.45943403
#> const     -10.7442561 13.1451929 -30.1028606   6.52315252
#> exo1        0.7761520  0.8437845  -0.5801470   1.77191185
#> exo2        4.5550463  0.5952618   3.7425601   5.30214515
#> exo3       -1.1750965  0.8171518  -2.2650295   0.06464798
#> 
#> $USA$A$equation3
#>                 mean         sd  5% quantile 95% quantile
#> lag1_var1 -0.3415147  0.6512820  -1.35617689   0.32502748
#> lag1_var2  2.5664658  2.5627837  -0.07593902   6.51544500
#> lag1_var3  5.0978507  4.0802665   0.94481589  11.41939717
#> lag1_var4 -4.1028566  3.9324403 -10.17840733  -0.07654152
#> const     11.1922717 10.3351341   0.82595653  27.02027586
#> exo1      -0.5579820  0.8213540  -1.57963759   0.72713226
#> exo2      -4.3805925  0.4711139  -4.94618585  -3.72579727
#> exo3       0.7638009  0.6342659  -0.28534129   1.49192075
#> 
#> $USA$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.12705983 0.2591970  -0.5376263    0.1509961
#> lag1_var2  0.90751355 0.9148596   0.1179776    2.3656975
#> lag1_var3  1.60091071 1.4592254   0.3567453    3.9265839
#> lag1_var4 -0.58234989 1.3847738  -2.7706649    0.5740918
#> const      3.34798504 3.3104676  -0.6476870    8.4589156
#> exo1      -0.06293525 0.3260685  -0.5480361    0.3854890
#> exo2      -1.65020503 0.2172123  -1.8868210   -1.3058056
#> exo3       0.03381552 0.2752987  -0.3413798    0.3301170
#> 
#> 
#> 
#> $UZB
#> $UZB$Sigma
#> $UZB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001065523 0.0002050934 0.0007631655  0.001267656
#> 
#> $UZB$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.005420245 0.005849806  -0.0140465    0.0010407
#> Sigma[2,2]  0.623953816 0.170387246   0.4406107    0.8907223
#> 
#> $UZB$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.005253698 0.002670455 -0.009772102 -0.003013518
#> Sigma[3,2] -0.306838629 0.068518573 -0.402341767 -0.226162950
#> Sigma[3,3]  0.230542652 0.048859394  0.173276921  0.297204528
#> 
#> $UZB$Sigma$equation4
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[4,1] -0.008982945 0.002542832 -0.01228997 -0.005594607
#> Sigma[4,2]  0.080991177 0.073146642  0.01027197  0.206709412
#> Sigma[4,3]  0.044003865 0.025672090  0.01635727  0.084601874
#> Sigma[4,4]  0.098954713 0.034559725  0.05962916  0.152882481
#> 
#> 
#> $UZB$A
#> $UZB$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.99555084 0.02483775  0.966205593   1.03537596
#> lag1_var2  0.09104467 0.11565794 -0.075924620   0.22331681
#> lag1_var3  0.13207290 0.18966620 -0.144835679   0.35059402
#> lag1_var4 -0.14603834 0.18713068 -0.360225170   0.12467695
#> const      0.89228082 0.44689634  0.297455366   1.33676089
#> exo1       0.03929334 0.03489540  0.003050322   0.09070890
#> exo2      -0.06439484 0.03610174 -0.112572147  -0.01995802
#> exo3      -0.02603067 0.02934980 -0.058870690   0.02094197
#> 
#> $UZB$A$equation2
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1   0.6431576 0.6083307  -0.09381459    1.4910985
#> lag1_var2  -4.2778801 2.1726166  -7.47529113   -1.8768105
#> lag1_var3  -8.2522218 3.6362922 -13.65788235   -4.2465897
#> lag1_var4   8.3481515 3.4899006   4.47522028   13.4966636
#> const     -18.9142576 7.8514829 -29.05104363   -8.1792418
#> exo1       -0.3378438 0.9249685  -1.56251751    0.9393583
#> exo2        0.3862855 1.0151723  -0.72116237    1.9219282
#> exo3        0.7069100 1.0994504  -0.38045234    2.2171546
#> 
#> $UZB$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.46098366 0.3792810  -1.0637722    0.0169729
#> lag1_var2  2.80674082 1.5187686   0.7660963    5.1676245
#> lag1_var3  5.46503790 2.5124017   2.1014316    9.3725549
#> lag1_var4 -4.49129483 2.4540502  -8.3119901   -1.1927948
#> const     11.76844998 6.1351449   4.1736146   21.7538958
#> exo1      -0.09716486 0.7308832  -0.9032522    1.0636140
#> exo2      -0.85302247 0.5466832  -1.4941577   -0.0557415
#> exo3      -0.02190507 0.5529932  -0.7337832    0.6611829
#> 
#> $UZB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.07518084 0.2101686 -0.39561138    0.1944913
#> lag1_var2 -0.11597986 0.9963226 -1.27869562    1.5498413
#> lag1_var3 -0.07715602 1.6278391 -1.98302613    2.6331797
#> lag1_var4  1.13465989 1.6051612 -1.54273511    3.0108027
#> const     -1.12790153 3.6330064 -5.63922030    4.1974303
#> exo1      -0.31944584 0.3348806 -0.75501693    0.1312970
#> exo2      -0.67465659 0.3838856 -1.08018771   -0.0737238
#> exo3       0.41246942 0.2621931  0.04505176    0.8108807
#> 
#> 
#> 
#> $VCT
#> $VCT$Sigma
#> $VCT$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0006472801 0.0002082811 0.0004312401 0.0009590083
#> 
#> $VCT$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.006101006 0.002116887 -0.009475981 -0.004440471
#> Sigma[2,2]  0.106689460 0.027333571  0.077171036  0.147739723
#> 
#> $VCT$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.006102245 0.002391177  0.003361758  0.009765615
#> Sigma[3,2] -0.101915703 0.030290372 -0.144720948 -0.064925481
#> Sigma[3,3]  0.131021698 0.029455804  0.088197083  0.170076211
#> 
#> $VCT$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.002679828 0.001395374  0.0007017004  0.004512391
#> Sigma[4,2] -0.041741525 0.016123448 -0.0635802770 -0.019265836
#> Sigma[4,3]  0.080127329 0.014227096  0.0570987801  0.094140089
#> Sigma[4,4]  0.064802006 0.008939785  0.0525529485  0.076828204
#> 
#> 
#> $VCT$A
#> $VCT$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  1.002898693 0.03488828  0.95562021  1.045353321
#> lag1_var2 -0.007519189 0.01722575 -0.02428815  0.022503161
#> lag1_var3 -0.024154197 0.03465064 -0.05534461  0.034567430
#> lag1_var4  0.013982890 0.03302687 -0.04167976  0.040983325
#> const      0.462045574 0.13835615  0.23969620  0.621108513
#> exo1      -0.012437333 0.03019827 -0.05074802  0.029628626
#> exo2      -0.061367422 0.01621283 -0.08049489 -0.036374526
#> exo3      -0.021312781 0.02320069 -0.05473150  0.009938778
#> 
#> $VCT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.52183691 0.4544222  -1.0277950    0.1627024
#> lag1_var2  1.52830665 0.2588076   1.0831727    1.7642831
#> lag1_var3  1.30979310 0.4943127   0.5082935    1.7873758
#> lag1_var4 -1.11032611 0.4833940  -1.6121151   -0.3971149
#> const      3.90777263 2.1216956   1.2146719    6.9246362
#> exo1      -0.07547515 0.3265302  -0.5096996    0.2810788
#> exo2       1.47347796 0.2975993   0.9888476    1.8162951
#> exo3       0.04721825 0.3462355  -0.4367244    0.4789273
#> 
#> $VCT$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.99957331 0.4944060   0.3124718    1.5992772
#> lag1_var2 -0.48261235 0.2872973  -0.8443514   -0.0585537
#> lag1_var3 -0.23238416 0.5316548  -0.9361910    0.4458413
#> lag1_var4  0.85912879 0.5118451   0.2196682    1.4982447
#> const     -2.31331021 2.8426819  -5.2726958    2.0093306
#> exo1       0.11721874 0.3624226  -0.3175042    0.6211449
#> exo2      -2.79436159 0.2909426  -3.1715045   -2.3534426
#> exo3       0.06831494 0.3924566  -0.5688552    0.5296049
#> 
#> $VCT$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.81548000 0.3327223   0.3643621    1.1889644
#> lag1_var2 -0.05021467 0.1942106  -0.3129434    0.2361663
#> lag1_var3 -0.28332850 0.3748003  -0.7982787    0.1802650
#> lag1_var4  1.01950821 0.3360865   0.6595473    1.4515138
#> const     -2.12329956 2.0798478  -4.1382191    1.0921069
#> exo1       0.07853177 0.2442144  -0.2567838    0.4316453
#> exo2      -2.31022630 0.1502791  -2.5093125   -2.1242270
#> exo3       0.13448954 0.2780229  -0.3166489    0.4464598
#> 
#> 
#> 
#> $VEN
#> $VEN$Sigma
#> $VEN$Sigma$equation1
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.006509902 0.001234561 0.004823472  0.007983436
#> 
#> $VEN$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04526673 0.02006653 -0.07368637  -0.02252389
#> Sigma[2,2]  2.14983635 0.43896449  1.51937871   2.77048297
#> 
#> $VEN$Sigma$equation3
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.07162047 0.01565003  0.05220977   0.09147835
#> Sigma[3,2] -1.49522229 0.29748026 -1.89947086  -1.08473795
#> Sigma[3,3]  1.52058852 0.25247848  1.15980969   1.83775081
#> 
#> $VEN$Sigma$equation4
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[4,1]  0.04619536 0.006865539   0.0367441   0.05386754
#> Sigma[4,2] -0.13749923 0.255614240  -0.3892536   0.27597351
#> Sigma[4,3]  0.61465447 0.093068526   0.4856602   0.74101490
#> Sigma[4,4]  0.56961393 0.128750594   0.4306114   0.77731377
#> 
#> 
#> $VEN$A
#> $VEN$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  0.83359255 0.04384275  0.76559096   0.88578644
#> lag1_var2  0.30364913 0.11756908  0.21460226   0.49247420
#> lag1_var3  0.46619156 0.18616197  0.32314973   0.76491239
#> lag1_var4 -0.42027679 0.17409551 -0.69942370  -0.28768167
#> const      1.39390820 0.49294781  0.75042330   2.02071403
#> exo1       0.08306500 0.06342433  0.01141035   0.17706671
#> exo2      -0.28660993 0.12062799 -0.42646390  -0.10356152
#> exo3      -0.06375196 0.08483072 -0.19392409   0.03190566
#> 
#> $VEN$A$equation2
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.4529297  0.9750175  -2.1050524    0.4969487
#> lag1_var2  1.0569468  1.8584632  -1.1088702    3.7370485
#> lag1_var3  0.2509998  2.9705587  -3.2411617    4.5254368
#> lag1_var4 -0.1237697  2.6979225  -3.9498434    3.0797636
#> const      4.7556955 11.4851899  -8.7088570   20.1422131
#> exo1      -0.2481770  1.1125413  -1.7572282    1.3389187
#> exo2       2.4094301  2.0467223  -0.5337052    5.0336497
#> exo3       0.6680208  1.2852046  -1.3545320    2.1872154
#> 
#> $VEN$A$equation3
#>                 mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.7210321  0.8967395  -1.6965397    0.7555581
#> lag1_var2  2.4518910  1.6582577   0.4885162    4.9429426
#> lag1_var3  4.6389755  2.6288361   1.5155164    8.5700714
#> lag1_var4 -3.4738812  2.4098907  -7.1671924   -0.7090587
#> const      7.0423084 11.7661200  -9.3511361   22.1918371
#> exo1       0.6601233  1.2421690  -1.0387351    2.5808290
#> exo2      -5.5507416  2.0062663  -8.3938208   -2.6409393
#> exo3      -1.5844710  1.2747491  -3.3310002    0.0337834
#> 
#> $VEN$A$equation4
#>                mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.104415 0.4368200  -1.7215994   -0.6314270
#> lag1_var2  3.008910 0.9782891   1.5852018    4.2539161
#> lag1_var3  4.608168 1.5500311   2.3156458    6.5168874
#> lag1_var4 -3.314111 1.4434876  -5.1159394   -1.1948306
#> const      9.463786 5.4553672   2.3360718   17.7912830
#> exo1       0.531813 0.8678230  -0.4864464    1.8594785
#> exo2      -4.511585 1.0640235  -5.7972402   -2.8987184
#> exo3      -1.323820 0.8322732  -2.4847408   -0.1900208
#> 
#> 
#> 
#> $VIR
#> $VIR$Sigma
#> $VIR$Sigma$equation1
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.001750027 0.00047462  0.00128997  0.002542936
#> 
#> $VIR$Sigma$equation2
#>                    mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.008071877 0.002313263 -0.01127258 -0.005057618
#> Sigma[2,2]  0.159386642 0.040339970  0.11719713  0.229382952
#> 
#> $VIR$Sigma$equation3
#>                   mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.01153382 0.004756104  0.005936421   0.01887041
#> Sigma[3,2] -0.13011072 0.078240879 -0.222744228  -0.03321641
#> Sigma[3,3]  3.19160022 0.301100425  2.802008725   3.54982214
#> 
#> $VIR$Sigma$equation4
#>                    mean          sd   5% quantile 95% quantile
#> Sigma[4,1]  0.007441274 0.005842854  0.0006089571   0.01638947
#> Sigma[4,2] -0.038228123 0.082611278 -0.1587261646   0.07296541
#> Sigma[4,3]  3.552260521 0.372838428  3.0466903493   4.02104649
#> Sigma[4,4]  4.027902459 0.459297282  3.3916170259   4.62407307
#> 
#> 
#> $VIR$A
#> $VIR$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.908502113 0.07152666  0.795508710  0.990929393
#> lag1_var2  0.098810643 0.09526408 -0.006226860  0.243052924
#> lag1_var3  0.174037192 0.16146758  0.005998418  0.415790308
#> lag1_var4 -0.152032261 0.14139171 -0.363481917 -0.005083657
#> const      0.775052451 0.47084144  0.183372852  1.472191416
#> exo1      -0.008495043 0.04771666 -0.084701861  0.043099389
#> exo2      -0.018107004 0.02993634 -0.060391930  0.022552617
#> exo3       0.003809697 0.06325758 -0.079075818  0.098457253
#> 
#> $VIR$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1869536 0.4780451  -0.4193261    0.8379521
#> lag1_var2  0.4967656 0.6924085  -0.3822661    1.4008944
#> lag1_var3 -0.4695749 1.1297213  -1.9336940    0.9845773
#> lag1_var4  0.4262836 0.9889352  -0.8506032    1.7039951
#> const      0.9331461 3.6615299  -3.6976869    6.1436883
#> exo1      -0.1123968 0.2600972  -0.5393418    0.1296148
#> exo2       2.7287321 0.4943326   2.2852066    3.5772859
#> exo3       0.1537444 0.4386177  -0.5647612    0.6671132
#> 
#> $VIR$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5803247  2.800851   -4.174996     3.255119
#> lag1_var2  1.0949992  3.654812   -3.666002     6.026496
#> lag1_var3  2.9978379  6.619068   -5.298243    12.277402
#> lag1_var4 -1.8189257  5.787684   -9.999412     5.395196
#> const      2.9327939 21.519518  -27.220216    34.782633
#> exo1      -0.1701241  1.755137   -3.022717     1.541716
#> exo2      -0.3231769  1.828156   -3.365039     1.348458
#> exo3       1.7227153  2.139165   -1.169972     4.405718
#> 
#> $VIR$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.5797565  3.116086   -4.657503     3.560004
#> lag1_var2  1.1414195  4.046700   -3.717814     6.796748
#> lag1_var3  2.3434244  7.425437   -6.312350    13.015348
#> lag1_var4 -1.1217956  6.496216  -10.528782     6.373850
#> const      2.1074282 23.743312  -30.606935    36.987228
#> exo1      -0.2692536  1.972143   -3.451641     1.758390
#> exo2       1.3040765  2.160204   -2.203036     3.550609
#> exo3       2.0661020  2.230712   -1.088702     4.648670
#> 
#> 
#> 
#> $VNM
#> $VNM$Sigma
#> $VNM$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0001426137 2.989077e-05 0.000114936 0.0001959946
#> 
#> $VNM$Sigma$equation2
#>                     mean           sd   5% quantile 95% quantile
#> Sigma[2,1] -5.861863e-05 0.0006105418 -0.0007036844 0.0008796953
#> Sigma[2,2]  9.732297e-02 0.0180132694  0.0769314276 0.1230318365
#> 
#> $VNM$Sigma$equation3
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.0002205625 0.001185487 -0.002148905  0.0008917633
#> Sigma[3,2] -0.1110326992 0.030952303 -0.159944474 -0.0782470648
#> Sigma[3,3]  0.3590333901 0.089681104  0.246865148  0.4949274476
#> 
#> $VNM$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0002518068 0.001064554 -0.001844755  0.001059057
#> Sigma[4,2] -0.0387137591 0.019367700 -0.068900354 -0.015168936
#> Sigma[4,3]  0.2813050574 0.074940323  0.174647236  0.382848295
#> Sigma[4,4]  0.2574756958 0.067477141  0.154106371  0.341951118
#> 
#> 
#> $VNM$A
#> $VNM$A$equation1
#>                   mean          sd 5% quantile 95% quantile
#> lag1_var1  0.990210015 0.004505134  0.98438768   0.99615997
#> lag1_var2 -0.053557270 0.048364060 -0.12110387   0.01122247
#> lag1_var3 -0.074642665 0.069155212 -0.17540043   0.01574494
#> lag1_var4  0.074373357 0.069573328 -0.01691720   0.17573573
#> const      0.334075165 0.145016715  0.13244801   0.53308780
#> exo1      -0.006001895 0.009721763 -0.01962572   0.00824835
#> exo2      -0.040089602 0.015867452 -0.05680775  -0.01508147
#> exo3      -0.032541590 0.008417472 -0.04460381  -0.02217808
#> 
#> $VNM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1719147 0.1478453  -0.3730172   0.04658869
#> lag1_var2  1.7959711 0.9102237   0.5150106   2.93353682
#> lag1_var3  1.7992336 1.4908119  -0.2489423   3.72512305
#> lag1_var4 -1.8013655 1.4955433  -3.7372679   0.26493110
#> const      5.5564631 4.3369685  -1.0984824  10.77271776
#> exo1      -0.1132851 0.3150959  -0.4036628   0.38516461
#> exo2       0.4697650 0.2114642   0.1962811   0.70830226
#> exo3       0.4401812 0.1665904   0.2157224   0.66729614
#> 
#> $VNM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1700640 0.2597018  -0.1064793    0.5923257
#> lag1_var2  0.2147139 1.4128168  -1.8069503    2.0210770
#> lag1_var3  1.5429277 2.2584371  -1.6267486    4.4084537
#> lag1_var4 -0.6330291 2.2328280  -3.4957468    2.4665390
#> const      2.7052640 5.6297071  -5.6483169   10.1761653
#> exo1       0.8357043 0.7580891  -0.1461113    1.8411030
#> exo2      -2.3444949 0.3401237  -2.9173008   -2.0165133
#> exo3      -0.6725830 0.5299352  -1.4976523   -0.1618032
#> 
#> $VNM$A$equation4
#>                  mean        sd  5% quantile 95% quantile
#> lag1_var1  0.04711954 0.2453404 -0.215180954    0.4739431
#> lag1_var2  1.30871859 1.1130075 -0.363560521    2.8032543
#> lag1_var3  2.56135565 1.7185220  0.008871898    4.8886814
#> lag1_var4 -1.64144116 1.7026477 -3.963180289    0.8493801
#> const      5.85234230 6.0070623 -1.685267604   13.2592542
#> exo1       0.77088227 0.6261341  0.084094515    1.7344859
#> exo2      -2.03982343 0.4032214 -2.673058945   -1.6302250
#> exo3      -0.35748441 0.5097763 -1.182801450    0.1523327
#> 
#> 
#> 
#> $VUT
#> $VUT$Sigma
#> $VUT$Sigma$equation1
#>                    mean           sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0007428313 0.0001663022  0.00051083 0.0009529431
#> 
#> $VUT$Sigma$equation2
#>                   mean          sd 5% quantile 95% quantile
#> Sigma[2,1] -0.00278024 0.001367798 -0.00470758 -0.000800277
#> Sigma[2,2]  0.10732059 0.030889104  0.07756147  0.156599095
#> 
#> $VUT$Sigma$equation3
#>                     mean          sd  5% quantile  95% quantile
#> Sigma[3,1] -0.0009565818 0.001125458 -0.002378242  0.0003316164
#> Sigma[3,2] -0.0561174489 0.015885680 -0.081316072 -0.0392948153
#> Sigma[3,3]  0.0500041134 0.010161142  0.036359253  0.0649293603
#> 
#> $VUT$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003100676 0.001351789 -0.005408490 -0.001800767
#> Sigma[4,2]  0.019481877 0.009748726  0.009138554  0.036715848
#> Sigma[4,3]  0.011733770 0.006958924  0.005352177  0.023628829
#> Sigma[4,4]  0.026840296 0.010087587  0.017839597  0.044014761
#> 
#> 
#> $VUT$A
#> $VUT$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.998572326 0.02647904  0.95508445   1.02221195
#> lag1_var2 -0.145417451 0.10431598 -0.29871498  -0.03203323
#> lag1_var3 -0.207816423 0.15218281 -0.43278304  -0.04375336
#> lag1_var4  0.207992082 0.15549980  0.03999443   0.44062917
#> const      0.051492646 0.40876475 -0.55918897   0.42568812
#> exo1       0.007683899 0.02011128 -0.02527328   0.02845381
#> exo2      -0.080307758 0.01302287 -0.09296360  -0.05958253
#> exo3      -0.026041934 0.02677137 -0.06722937   0.00422576
#> 
#> $VUT$A$equation2
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.31251213 0.3744664  -0.8284120    0.1767493
#> lag1_var2  0.43791571 1.3638822  -1.1658736    2.3470299
#> lag1_var3 -0.67077119 1.9902861  -3.0209767    2.1183118
#> lag1_var4  0.77090795 1.9893020  -1.9770669    3.0625410
#> const     -0.02110021 4.2388987  -5.2280998    5.0958995
#> exo1      -0.77091885 0.3895639  -1.3413590   -0.2920626
#> exo2      -1.16514051 0.4101929  -1.6851650   -0.6338680
#> exo3       0.74382478 0.3177764   0.2951116    1.1263433
#> 
#> $VUT$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.3057334 0.2244995  0.01648986    0.5843872
#> lag1_var2  1.2005192 1.0534707 -0.46390020    2.5262896
#> lag1_var3  2.6296656 1.5238808  0.20949183    4.5035821
#> lag1_var4 -1.7978832 1.5286512 -3.71646345    0.6117427
#> const      5.0836486 2.5961048  0.92531097    7.6386420
#> exo1       0.4051437 0.3046154 -0.01442416    0.8525690
#> exo2       0.1467474 0.2541360 -0.14962324    0.5015678
#> exo3      -0.5047218 0.1344986 -0.67665794   -0.3180054
#> 
#> $VUT$A$equation4
#>                   mean        sd 5% quantile 95% quantile
#> lag1_var1  0.088715741 0.1066816 -0.03838452   0.24911101
#> lag1_var2  1.277808185 0.5718748  0.60753211   2.08849660
#> lag1_var3  1.835178548 0.8492580  0.83135845   3.03228324
#> lag1_var4 -0.919747546 0.8538722 -2.12397244   0.08131282
#> const      4.080272429 2.1527207  1.82294605   7.77940157
#> exo1      -0.138564371 0.1480572 -0.36890705   0.03739644
#> exo2      -0.686277650 0.1099879 -0.81145945  -0.51780154
#> exo3       0.005836637 0.1480935 -0.15366631   0.23326058
#> 
#> 
#> 
#> $WSM
#> $WSM$Sigma
#> $WSM$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001081333 0.0001599073 0.0008564764  0.001290285
#> 
#> $WSM$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.005533064 0.001950874 -0.008213085 -0.003020238
#> Sigma[2,2]  0.259277000 0.087412174  0.190168166  0.399166883
#> 
#> $WSM$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1] -0.0005209042 0.001005009 -0.001510675   0.00112669
#> Sigma[3,2] -0.1383089419 0.058224556 -0.230929293  -0.08961832
#> Sigma[3,3]  0.1030387838 0.040452667  0.063342887   0.16488829
#> 
#> $WSM$Sigma$equation4
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.003712013 0.000919934 -0.004860469 -0.002268953
#> Sigma[4,2]  0.002039312 0.017084677 -0.019978657  0.026075235
#> Sigma[4,3]  0.029968954 0.011336999  0.015517839  0.045684497
#> Sigma[4,4]  0.033046026 0.006450325  0.022438722  0.039139666
#> 
#> 
#> $WSM$A
#> $WSM$A$equation1
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1  1.00517193 0.03384144  0.94808050  1.035380646
#> lag1_var2 -0.16512706 0.10513386 -0.30957399 -0.038282888
#> lag1_var3 -0.30559406 0.19178227 -0.56997107 -0.075524801
#> lag1_var4  0.30714436 0.18965805  0.07695363  0.569203479
#> const     -0.17338699 0.38539981 -0.59910979  0.411890930
#> exo1       0.03107727 0.03543374 -0.01485132  0.079215684
#> exo2      -0.05421986 0.03078052 -0.09146905 -0.007617582
#> exo3      -0.06361274 0.03136022 -0.10784309 -0.024629836
#> 
#> $WSM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.5470080 0.4637675  -0.2096175    1.0165826
#> lag1_var2  0.3120221 1.1315280  -1.0705856    2.0371410
#> lag1_var3 -1.0543815 2.0284792  -3.5516902    2.0185410
#> lag1_var4  0.8788248 2.0045463  -2.0900127    3.4531905
#> const     -0.5909545 6.2144544  -9.8563781    7.2263147
#> exo1      -0.6949754 0.4283134  -1.2522695   -0.1029128
#> exo2       0.6980672 0.5338176  -0.1324792    1.2570665
#> exo3       0.3985695 0.5555501  -0.2272362    0.9963784
#> 
#> $WSM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.4540634 0.2776496 -0.70716706  -0.01993163
#> lag1_var2  1.4667962 0.7295594  0.31405041   2.21839188
#> lag1_var3  3.5637105 1.2993683  1.50537978   4.88867338
#> lag1_var4 -2.5290860 1.2732852 -3.80149884  -0.52841411
#> const      6.7511192 3.5519308  1.97797861  11.23280607
#> exo1       0.2786011 0.1876854  0.06995488   0.56469675
#> exo2      -0.8975404 0.2796023 -1.32175388  -0.58471883
#> exo3      -0.3459872 0.4616654 -0.89076334   0.22045930
#> 
#> $WSM$A$equation4
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.1619671 0.1668048  -0.3756270   0.09360685
#> lag1_var2  1.4388746 0.6698966   0.6033808   2.29826013
#> lag1_var3  2.6262139 1.2217323   1.1184821   4.17477546
#> lag1_var4 -1.6679264 1.2138349  -3.1955630  -0.16577982
#> const      5.4946885 2.8412572   1.1054704   8.58424951
#> exo1      -0.1007889 0.1774285  -0.3525619   0.13255651
#> exo2      -0.5819811 0.2281505  -0.9703675  -0.34006782
#> exo3      -0.1552060 0.2108319  -0.4436392   0.11042274
#> 
#> 
#> 
#> $YEM
#> $YEM$Sigma
#> $YEM$Sigma$equation1
#>                 mean          sd 5% quantile 95% quantile
#> Sigma[1,1] 0.0042938 0.001286111 0.003198831  0.006444248
#> 
#> $YEM$Sigma$equation2
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.04257559 0.01336026 -0.06611115  -0.02985263
#> Sigma[2,2]  0.55349154 0.14277683  0.41165206   0.78903252
#> 
#> $YEM$Sigma$equation3
#>                  mean         sd 5% quantile 95% quantile
#> Sigma[3,1]  0.0476025 0.01565168  0.03475669   0.07623001
#> Sigma[3,2] -0.5725694 0.17785185 -0.88907966  -0.40640387
#> Sigma[3,3]  0.7295825 0.23418239  0.52121421   1.13776220
#> 
#> $YEM$Sigma$equation4
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[4,1]  0.03898812 0.01327196  0.02909571   0.06341177
#> Sigma[4,2] -0.45179603 0.15448902 -0.73083007  -0.31299792
#> Sigma[4,3]  0.62952523 0.20920805  0.45023337   0.98325154
#> Sigma[4,4]  0.56122202 0.18949131  0.40497830   0.86561192
#> 
#> 
#> $YEM$A
#> $YEM$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.93563700 0.02434089  0.905061927   0.96790899
#> lag1_var2  0.03137161 0.02147305  0.009768021   0.06771562
#> lag1_var3  0.04876729 0.05195899 -0.012809608   0.13080740
#> lag1_var4 -0.02785081 0.04509163 -0.093280644   0.03157024
#> const      0.59008925 0.29417770  0.188010084   0.97044117
#> exo1       0.01498571 0.06963396 -0.076604211   0.11227452
#> exo2      -0.08958832 0.09041852 -0.214169833   0.04461939
#> exo3       0.05992498 0.05839170 -0.006499381   0.14799102
#> 
#> $YEM$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.4924097 0.2892794  0.04875595    0.8170646
#> lag1_var2  0.4987072 0.2831542  0.08608185    0.8854050
#> lag1_var3 -0.7305557 0.6834799 -1.72047681    0.1425715
#> lag1_var4  0.5267671 0.5811233 -0.24400705    1.3221301
#> const     -0.8565862 4.8456895 -7.64101716    5.5627238
#> exo1      -0.1432690 0.8877374 -1.51110539    1.0251376
#> exo2       0.8084962 0.8736171 -0.54660191    1.8609192
#> exo3      -0.1332282 0.5715804 -1.11515890    0.4203225
#> 
#> $YEM$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.9159962 0.3085340  -1.3130608   -0.4720766
#> lag1_var2  1.0406366 0.2331040   0.6631085    1.3348796
#> lag1_var3  3.2660969 0.6116105   2.2809129    3.9566821
#> lag1_var4 -1.8750651 0.5381293  -2.4037440   -1.0052773
#> const      4.3286234 5.0527660  -2.6719245   10.9994708
#> exo1       0.2139691 1.0749820  -1.0709882    1.7410527
#> exo2      -0.6236458 0.8771476  -2.0198091    0.3244548
#> exo3       0.1194803 0.6020220  -0.8323700    0.7620167
#> 
#> $YEM$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.83779503 0.2605690  -1.1828965   -0.4866984
#> lag1_var2  1.09119180 0.1916634   0.7931668    1.3134612
#> lag1_var3  2.53655693 0.5121240   1.7034109    2.9587208
#> lag1_var4 -1.13019601 0.4557955  -1.4795404   -0.3853788
#> const      2.55996717 4.2823697  -3.6118642    7.6811177
#> exo1       0.20307807 0.9668753  -0.8490130    1.4587001
#> exo2      -0.42577379 0.7356342  -1.6415108    0.3908048
#> exo3       0.05871129 0.5877496  -0.9445411    0.5608530
#> 
#> 
#> 
#> $ZAF
#> $ZAF$Sigma
#> $ZAF$Sigma$equation1
#>                    mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.0002758923 5.623907e-05 0.0001881029 0.0003356225
#> 
#> $ZAF$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] -0.001712012 0.001963184 -0.004360737 0.0008686411
#> Sigma[2,2]  0.542257668 0.172409319  0.355041680 0.8142003597
#> 
#> $ZAF$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001686929 0.002970484 -0.002651466  0.005622282
#> Sigma[3,2] -0.611981298 0.230869557 -0.988277790 -0.381911996
#> Sigma[3,3]  0.912420068 0.285364695  0.641618202  1.374006428
#> 
#> $ZAF$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1]  0.0007611882 0.002767351 -0.002940825  0.004828471
#> Sigma[4,2] -0.3903340122 0.175922300 -0.675744041 -0.229664026
#> Sigma[4,3]  0.7247254746 0.209300524  0.495795033  1.044401038
#> Sigma[4,4]  0.6457961471 0.156155798  0.451600098  0.849548177
#> 
#> 
#> $ZAF$A
#> $ZAF$A$equation1
#>                   mean         sd  5% quantile 95% quantile
#> lag1_var1  0.970473931 0.01058885  0.959735218  0.986597096
#> lag1_var2  0.018167191 0.01190050 -0.001393800  0.029180030
#> lag1_var3  0.036407866 0.02026149  0.002927966  0.055803344
#> lag1_var4 -0.032165154 0.01663387 -0.049115848 -0.004820343
#> const      0.620258087 0.10971330  0.467914151  0.770799463
#> exo1       0.004433394 0.01248217 -0.008098014  0.024300735
#> exo2      -0.077552739 0.01846078 -0.103261748 -0.051458511
#> exo3       0.007082600 0.01384162 -0.010914066  0.026215615
#> 
#> $ZAF$A$equation2
#>                mean        sd  5% quantile 95% quantile
#> lag1_var1  1.269633 0.7794563   0.03411367    1.9709831
#> lag1_var2 -0.408238 0.9779892  -1.27976602    1.2753394
#> lag1_var3 -2.351016 1.7679744  -4.02935162    0.7328865
#> lag1_var4  1.891044 1.4992652  -0.75986243    3.3415646
#> const     -5.565368 5.9993691 -12.04382133    4.4828234
#> exo1      -0.123938 0.4359667  -0.70101769    0.4769067
#> exo2      -1.662198 0.8483497  -2.66963288   -0.5069632
#> exo3       4.047122 0.9440998   3.01708983    5.5574858
#> 
#> $ZAF$A$equation3
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.8455766 0.9352355  -3.0045955   -0.4706714
#> lag1_var2  2.1647507 1.2353900   0.1675406    3.6227475
#> lag1_var3  4.4574885 2.2569109   0.7698002    7.1240427
#> lag1_var4 -2.8608324 1.9316698  -5.1012869    0.3380918
#> const     10.3995311 7.6573882  -0.9530506   19.5847313
#> exo1       0.4821749 0.6239160  -0.3580377    1.2892108
#> exo2      -1.8159154 0.8584822  -2.7501141   -0.4686007
#> exo3      -2.2013465 1.0082570  -3.6109354   -0.8802440
#> 
#> $ZAF$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.45954686 0.6948954  -2.5052926   -0.5621475
#> lag1_var2  1.89217896 0.9461655   0.5420571    3.1975187
#> lag1_var3  2.95348079 1.7346217   0.4432226    5.3395179
#> lag1_var4 -1.47705849 1.4899963  -3.4948982    0.7150012
#> const      6.91336119 6.2295813  -1.0654812   15.4025962
#> exo1       0.53458276 0.5413773  -0.2129164    1.2519480
#> exo2      -3.67478993 0.6710406  -4.4062267   -2.6706816
#> exo3       0.04951697 0.7682861  -0.9247351    1.1356730
#> 
#> 
#> 
#> $ZMB
#> $ZMB$Sigma
#> $ZMB$Sigma$equation1
#>                   mean           sd  5% quantile 95% quantile
#> Sigma[1,1] 0.001224725 0.0003884654 0.0008768362  0.001887584
#> 
#> $ZMB$Sigma$equation2
#>                    mean         sd 5% quantile 95% quantile
#> Sigma[2,1] -0.001824366 0.01205429  -0.0141397    0.0173456
#> Sigma[2,2]  1.908653447 0.42422702   1.3967652    2.5389573
#> 
#> $ZMB$Sigma$equation3
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.0006462502 0.006385622 -0.008743806  0.008009378
#> Sigma[3,2] -1.0768104164 0.235560449 -1.419731734 -0.772428172
#> Sigma[3,3]  0.6460688398 0.136617694  0.455570092  0.834566602
#> 
#> $ZMB$Sigma$equation4
#>                     mean          sd  5% quantile 95% quantile
#> Sigma[4,1] -0.0003994334 0.001530731 -0.002505121  0.001675471
#> Sigma[4,2]  0.0553671739 0.042630907 -0.003698961  0.113260794
#> Sigma[4,3]  0.0096191988 0.021630894 -0.014413056  0.039642534
#> Sigma[4,4]  0.0449420109 0.010314786  0.028927115  0.058171997
#> 
#> 
#> $ZMB$A
#> $ZMB$A$equation1
#>                   mean         sd 5% quantile 95% quantile
#> lag1_var1  0.983777865 0.02511496  0.95449137   1.02010206
#> lag1_var2 -0.044765941 0.11856504 -0.22856711   0.09663229
#> lag1_var3 -0.070986275 0.20369138 -0.38722860   0.17271815
#> lag1_var4  0.073300439 0.20572738 -0.16820065   0.39549706
#> const      0.318646708 0.48840799 -0.47071621   0.87043831
#> exo1       0.015303204 0.02890747 -0.03164778   0.04564309
#> exo2      -0.080588093 0.04131115 -0.12022585  -0.01048120
#> exo3       0.003578668 0.02099062 -0.02168866   0.03126948
#> 
#> $ZMB$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1 -1.6680289  1.261401   -3.251756   -0.2868487
#> lag1_var2 -0.4587235  5.530744   -9.620176    5.8228134
#> lag1_var3 -1.9773953  9.414211  -17.528887    8.7946393
#> lag1_var4  2.7332076  9.422490   -7.954206   18.3053466
#> const     -2.9166893 22.620319  -34.950738   25.3801307
#> exo1      -2.3063410  1.001820   -3.608972   -0.8887961
#> exo2      -0.3375483  1.416220   -1.911506    1.7197312
#> exo3      -2.3959131  1.813523   -5.103829   -0.3659807
#> 
#> $ZMB$A$equation3
#>                mean         sd  5% quantile 95% quantile
#> lag1_var1  1.056260  0.7801193   0.11932531     1.978811
#> lag1_var2  2.154032  3.3466172  -1.42627297     7.661186
#> lag1_var3  4.344260  5.6945049  -1.80630060    13.695348
#> lag1_var4 -3.942687  5.6933671 -13.31657393     2.118398
#> const      8.984722 13.0610340  -7.25793769    27.648178
#> exo1       1.466820  0.6057191   0.66138271     2.345250
#> exo2       1.437415  0.8182657   0.41444867     2.631367
#> exo3       1.313623  1.1555386   0.09588097     3.103285
#> 
#> $ZMB$A$equation4
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1  0.07379912 0.1239552 -0.09866921    0.2492453
#> lag1_var2  1.66246715 0.5343942  1.00078949    2.4551850
#> lag1_var3  2.80132372 0.9058864  1.68766109    4.1570535
#> lag1_var4 -1.93766443 0.9060260 -3.28343556   -0.8221120
#> const      6.26624201 1.8576885  4.30943266    9.0754615
#> exo1       0.10875917 0.1758413 -0.18470049    0.3058182
#> exo2       1.32276399 0.2661744  0.94386201    1.6236370
#> exo3      -0.10968666 0.2155642 -0.38620486    0.1963400
#> 
#> 
#> 
#> $ZWE
#> $ZWE$Sigma
#> $ZWE$Sigma$equation1
#>                   mean         sd 5% quantile 95% quantile
#> Sigma[1,1] 0.004785511 0.00107106 0.003078769  0.005913499
#> 
#> $ZWE$Sigma$equation2
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[2,1] 0.0002270371 0.006581296 -0.008589573  0.008386108
#> Sigma[2,2] 0.1795214035 0.039044543  0.122249791  0.233350022
#> 
#> $ZWE$Sigma$equation3
#>                    mean          sd  5% quantile 95% quantile
#> Sigma[3,1]  0.001174655 0.004556429 -0.005163399  0.007307802
#> Sigma[3,2] -0.116170362 0.025871962 -0.150119849 -0.074849824
#> Sigma[3,3]  0.079955199 0.017953687  0.050698220  0.101375343
#> 
#> $ZWE$Sigma$equation4
#>                   mean           sd   5% quantile 95% quantile
#> Sigma[4,1] 0.001359986 0.0008919561  0.0002586286  0.002652848
#> Sigma[4,2] 0.002164010 0.0065906788 -0.0082313901  0.010183128
#> Sigma[4,3] 0.003590143 0.0043525450 -0.0015358521  0.010642019
#> Sigma[4,4] 0.005261613 0.0005136408  0.0043922003  0.005777685
#> 
#> 
#> $ZWE$A
#> $ZWE$A$equation1
#>                  mean         sd  5% quantile 95% quantile
#> lag1_var1  0.85600320 0.05963004  0.761141133  0.920898064
#> lag1_var2  0.20238478 0.23288908 -0.026721398  0.601961575
#> lag1_var3  0.27312648 0.35576264 -0.064148580  0.890038851
#> lag1_var4 -0.24440674 0.35027337 -0.855998142  0.085192632
#> const      1.39450225 0.65064266  0.532965578  2.419445995
#> exo1      -0.17747773 0.05232054 -0.231775695 -0.095482432
#> exo2      -0.10637429 0.07413150 -0.207252163 -0.009305938
#> exo3       0.04599938 0.03971038 -0.001400945  0.103717612
#> 
#> $ZWE$A$equation2
#>                 mean        sd 5% quantile 95% quantile
#> lag1_var1  0.1399686 0.4215285  -0.5012854    0.5684503
#> lag1_var2 -0.2840191 1.4479977  -2.4141652    1.6616324
#> lag1_var3 -1.8089556 2.1489457  -4.9390185    1.0998052
#> lag1_var4  1.8257515 2.1448505  -1.0825455    4.9462455
#> const     -3.7757406 4.0256625  -9.9358134    0.7080797
#> exo1       0.2233110 0.3600077  -0.2508500    0.7391630
#> exo2       1.2187055 0.2873523   0.7917071    1.6047442
#> exo3       1.0211504 0.4443741   0.3066127    1.4740346
#> 
#> $ZWE$A$equation3
#>                  mean        sd 5% quantile 95% quantile
#> lag1_var1 -0.10596005 0.2735698  -0.3971830    0.3257630
#> lag1_var2  1.57463289 1.0090636   0.1670349    3.0844787
#> lag1_var3  3.24597674 1.4897498   1.1529549    5.4627616
#> lag1_var4 -2.32535039 1.4973630  -4.5537966   -0.2229945
#> const      7.08936103 2.8504918   3.5483867   11.4229570
#> exo1      -0.09909982 0.2506997  -0.4396299    0.2366795
#> exo2      -1.46495506 0.2040604  -1.7406804   -1.1694746
#> exo3      -0.57112735 0.3194384  -1.0010477   -0.1246843
#> 
#> $ZWE$A$equation4
#>                  mean         sd 5% quantile 95% quantile
#> lag1_var1 -0.01623052 0.06164063 -0.10435251   0.06185436
#> lag1_var2  1.10429009 0.19397862  0.82018206   1.35696595
#> lag1_var3  1.62047427 0.28486748  1.20474579   1.99616396
#> lag1_var4 -0.67013780 0.28743263 -1.04585962  -0.26252171
#> const      3.41758200 0.63870958  2.61338967   4.34163271
#> exo1       0.04734607 0.08432556 -0.06280122   0.16984497
#> exo2      -0.72789524 0.05089551 -0.79100277  -0.65910783
#> exo3       0.09393542 0.09996847 -0.06186406   0.20873426
#> 
#> 
#>