The class PosteriorBSVART contains posterior output and the specification including
the last MCMC draw for the bsvar model with t-distributed structural shocks.
Note that due to the thinning of the MCMC output the starting value in element last_draw
might not be equal to the last draw provided in element posterior.
Public fields
last_drawan object of class BSVART with the last draw of the current MCMC run as the starting value to be passed to the continuation of the MCMC estimation using
estimate().posteriora list containing Bayesian estimation output.
Methods
Method new()
Create a new posterior output PosteriorBSVART.
Usage
specify_posterior_bsvar_t$new(specification_bsvar, posterior_bsvar)Method get_posterior()
Returns a list containing Bayesian estimation output.
Examples
data(us_fiscal_lsuw)
specification = specify_bsvar_t$new(us_fiscal_lsuw)
set.seed(123)
estimate = estimate(specification, 10)
estimate$get_posterior()
Method get_last_draw()
Returns an object of class BSVART with the last draw of the current MCMC
run as the starting value to be passed to the continuation of the MCMC
estimation using estimate().
Examples
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
# run the burn-in
set.seed(123)
burn_in = estimate(specification, 10)
# estimate the model
posterior = estimate(burn_in, 10)
Method is_normalised()
Returns TRUE if the posterior has been normalised using normalise_posterior() and FALSE otherwise.
Examples
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
# estimate the model
set.seed(123)
posterior = estimate(specification, 10)
# check normalisation status beforehand
posterior$is_normalised()
# normalise the posterior
BB = posterior$last_draw$starting_values$B # get the last draw of B
B_hat = diag((-1) * sign(diag(BB))) %*% BB # set negative diagonal elements
normalise_posterior(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()
Method set_normalised()
Sets the private indicator normalised to TRUE.
Examples
# This is an internal function that is run while executing normalise_posterior()
# Observe its working by analysing the workflow:
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
set.seed(123)
# estimate the model
posterior = estimate(specification, 10)
# check normalisation status beforehand
posterior$is_normalised()
# normalise the posterior
BB = posterior$last_draw$starting_values$B # get the last draw of B
B_hat = diag(sign(diag(BB))) %*% BB # set positive diagonal elements
normalise_posterior(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()
Examples
# This is a function that is used within estimate()
data(us_fiscal_lsuw)
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
class(estimate)
#> [1] "PosteriorBSVART" "R6"
## ------------------------------------------------
## Method `specify_posterior_bsvar_t$get_posterior`
## ------------------------------------------------
data(us_fiscal_lsuw)
specification = specify_bsvar_t$new(us_fiscal_lsuw)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
estimate$get_posterior()
#> $B
#> , , 1
#>
#> [,1] [,2] [,3]
#> [1,] 18.459436 0.000000 0.00000
#> [2,] 1.056241 8.123138 0.00000
#> [3,] -19.126000 -3.820783 15.54627
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 19.568276 0.00000 0.00000
#> [2,] -9.814644 16.18490 0.00000
#> [3,] -32.503147 -12.00272 40.15491
#>
#> , , 3
#>
#> [,1] [,2] [,3]
#> [1,] 18.36341 0.00000 0.00000
#> [2,] -18.49563 27.42075 0.00000
#> [3,] -35.57653 -20.04925 55.71137
#>
#> , , 4
#>
#> [,1] [,2] [,3]
#> [1,] 17.86297 0.00000 0.00000
#> [2,] -26.15735 32.91800 0.00000
#> [3,] -41.90809 -18.30939 63.63288
#>
#> , , 5
#>
#> [,1] [,2] [,3]
#> [1,] 18.40747 0.00000 0.00000
#> [2,] -28.50197 39.06696 0.00000
#> [3,] -37.91397 -22.19878 66.51058
#>
#> , , 6
#>
#> [,1] [,2] [,3]
#> [1,] 18.58766 0.00000 0.00000
#> [2,] -25.56816 40.56565 0.00000
#> [3,] -46.08539 -21.43956 82.95845
#>
#> , , 7
#>
#> [,1] [,2] [,3]
#> [1,] 16.83602 0.00000 0.00000
#> [2,] -26.19238 46.63376 0.00000
#> [3,] -46.62917 -20.41848 86.00211
#>
#> , , 8
#>
#> [,1] [,2] [,3]
#> [1,] 17.07418 0.00000 0.00000
#> [2,] -22.89259 46.23562 0.00000
#> [3,] -39.59460 -20.03960 81.30765
#>
#> , , 9
#>
#> [,1] [,2] [,3]
#> [1,] 16.93601 0.00000 0.00000
#> [2,] -20.97816 46.19871 0.00000
#> [3,] -43.67175 -18.87594 92.44062
#>
#> , , 10
#>
#> [,1] [,2] [,3]
#> [1,] 17.19011 0.00000 0.00000
#> [2,] -18.73809 45.69161 0.00000
#> [3,] -39.58261 -19.21362 89.50862
#>
#>
#> $A
#> , , 1
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.2187094 0.0445307 -0.2440905 0.6595967
#> [2,] -0.5867748 0.2919038 1.5859588 -0.5537702
#> [3,] 0.8563076 -0.3683341 0.3244009 -0.7334988
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.2678443 -0.04032144 -0.2980463 -0.14585311
#> [2,] 0.3159724 0.67238953 -0.1112356 -1.10808309
#> [3,] 0.5891413 -0.09398578 0.3873636 -0.01766342
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.3464680 -0.04528118 -0.3645746 0.04986113
#> [2,] 0.3782042 0.80128207 -0.3406685 -0.99655033
#> [3,] 0.4824968 -0.07046269 0.4823755 -0.07458269
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.3972943 -0.05882297 -0.4295882 -0.09800235
#> [2,] 0.3804727 0.87962120 -0.3928034 -0.59478729
#> [3,] 0.4588839 -0.05111246 0.5000175 0.02935058
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.3775243 -0.07570283 -0.3987440 -0.2196981
#> [2,] 0.3584430 0.89555427 -0.3771165 -0.5234855
#> [3,] 0.4129003 -0.05936516 0.5490340 -0.1149666
#>
#> , , 6
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.4195905 -0.08320942 -0.4438552 -0.2360882
#> [2,] 0.3159087 0.90856364 -0.3356222 -0.4802825
#> [3,] 0.3695166 -0.07368432 0.6034134 -0.2546477
#>
#> , , 7
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.4271887 -0.09348681 -0.4528349 -0.3351972
#> [2,] 0.3112261 0.90331074 -0.3268386 -0.5067870
#> [3,] 0.3517569 -0.08151692 0.6215199 -0.3617594
#>
#> , , 8
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.4257705 -0.10108174 -0.4480847 -0.3894775
#> [2,] 0.2854732 0.91454729 -0.3024733 -0.4526149
#> [3,] 0.3215877 -0.06797678 0.6518574 -0.2818249
#>
#> , , 9
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.4030452 -0.09571601 -0.4283392 -0.4027830
#> [2,] 0.2640332 0.94681702 -0.2915481 -0.2498862
#> [3,] 0.2754827 -0.05105641 0.7000901 -0.1848304
#>
#> , , 10
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.3711700 -0.08310081 -0.3962929 -0.3394124
#> [2,] 0.2307937 0.94116080 -0.2478635 -0.2899973
#> [3,] 0.2440272 -0.04057039 0.7361545 -0.1049576
#>
#>
#> $hyper
#> , , 1
#>
#> [,1] [,2]
#> [1,] 3.497545 1.0083895
#> [2,] 5.080111 1.6056708
#> [3,] 7.031399 1.0581684
#> [4,] 23.761119 15.3618946
#> [5,] 28.686155 13.6873667
#> [6,] 39.559772 12.5982649
#> [7,] 2.330824 0.9454854
#>
#> , , 2
#>
#> [,1] [,2]
#> [1,] 32.792687 0.7425422
#> [2,] 12.265301 1.3684461
#> [3,] 91.671587 0.7097022
#> [4,] 57.534464 8.8286335
#> [5,] 68.196206 13.9474223
#> [6,] 69.387049 12.5060698
#> [7,] 4.923731 0.9549383
#>
#> , , 3
#>
#> [,1] [,2]
#> [1,] 37.603162 0.3402808
#> [2,] 25.839261 0.7696012
#> [3,] 213.324075 0.5633025
#> [4,] 67.540674 6.5130040
#> [5,] 95.880488 8.3597403
#> [6,] 107.134488 8.5857161
#> [7,] 7.478426 0.9330970
#>
#> , , 4
#>
#> [,1] [,2]
#> [1,] 34.126132 0.6035338
#> [2,] 62.418697 0.6921793
#> [3,] 534.976494 0.6579721
#> [4,] 115.634298 8.3512920
#> [5,] 97.334633 9.4002245
#> [6,] 112.552717 6.0997922
#> [7,] 8.990158 0.7317642
#>
#> , , 5
#>
#> [,1] [,2]
#> [1,] 84.99466 0.4150836
#> [2,] 138.01472 0.5150829
#> [3,] 467.95477 0.5746052
#> [4,] 229.48219 4.1419756
#> [5,] 255.98403 7.4929687
#> [6,] 206.44379 9.3280890
#> [7,] 17.89028 0.9980636
#>
#> , , 6
#>
#> [,1] [,2]
#> [1,] 29.89125 0.4967500
#> [2,] 404.71452 0.8274018
#> [3,] 929.61133 0.4284999
#> [4,] 263.35110 6.3629603
#> [5,] 386.62288 9.0547029
#> [6,] 200.61944 7.2890927
#> [7,] 20.49023 0.7323677
#>
#> , , 7
#>
#> [,1] [,2]
#> [1,] 45.42303 1.0140945
#> [2,] 200.26481 0.4774376
#> [3,] 766.86154 0.1850626
#> [4,] 260.58858 6.8689823
#> [5,] 403.64134 9.7366569
#> [6,] 406.42961 4.4383869
#> [7,] 29.10693 0.8709638
#>
#> , , 8
#>
#> [,1] [,2]
#> [1,] 63.01639 1.2529931
#> [2,] 275.13876 0.7345217
#> [3,] 726.47282 0.2357004
#> [4,] 469.50130 8.5878300
#> [5,] 532.17800 8.1754384
#> [6,] 531.28287 3.0273682
#> [7,] 37.47942 0.6607878
#>
#> , , 9
#>
#> [,1] [,2]
#> [1,] 107.74002 0.7787788
#> [2,] 212.48721 0.2852922
#> [3,] 468.39735 0.2947163
#> [4,] 959.34928 10.3851381
#> [5,] 633.61039 5.9575121
#> [6,] 1045.44507 4.6353880
#> [7,] 64.29886 0.8120302
#>
#> , , 10
#>
#> [,1] [,2]
#> [1,] 212.11596 0.4051626
#> [2,] 215.59631 0.4012697
#> [3,] 1099.18894 0.3557445
#> [4,] 786.60234 5.2238918
#> [5,] 864.79396 3.8916928
#> [6,] 818.82022 5.1848194
#> [7,] 69.37536 0.6225968
#>
#>
#> $lambda
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 1.452023 1.019916 3.672462 6.431767 0.6911215 1.078094 1.061577 1.212355
#> [2,] 3.120755 5.918979 3.130810 5.029081 4.2093823 2.560065 4.739349 3.454480
#> [3,] 4.247529 2.401979 7.181831 3.542787 3.8384490 8.883466 10.144241 4.623605
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15] [,16]
#> [1,] 1.914491 0.6493268 0.8078889 1.329599 1.796334 1.491056 2.818194 1.356562
#> [2,] 3.337500 3.1433387 7.4992055 4.404939 14.222362 5.537349 3.765562 3.389367
#> [3,] 1.768596 3.7201094 4.8653087 3.166736 5.000305 8.021682 4.786525 4.561152
#> [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] 5.925703 3.263900 3.148984 1.60584 1.578352 1.419778 0.8249922 0.8960863
#> [2,] 6.932257 2.621181 4.734704 15.90321 5.950138 1.620053 6.8095537 4.0565445
#> [3,] 4.251432 22.067017 4.286804 16.55716 3.075071 3.353740 1.7592483 4.7647127
#> [,25] [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 0.9484758 1.362469 1.093740 3.418005 1.478246 1.440241 0.6801025
#> [2,] 2.8763788 4.139204 7.134584 4.398465 10.994685 10.149327 5.1272874
#> [3,] 5.0967551 4.932010 4.996981 4.034287 3.200392 3.487681 7.6075407
#> [,32] [,33] [,34] [,35] [,36] [,37] [,38] [,39]
#> [1,] 3.108980 1.018101 2.503025 1.358289 1.732938 1.332814 1.097617 2.923687
#> [2,] 5.056264 2.272849 14.896113 10.723429 3.012932 2.542996 3.803497 7.077532
#> [3,] 3.528531 7.382448 4.653203 2.757729 4.827159 4.117608 7.071837 3.513878
#> [,40] [,41] [,42] [,43] [,44] [,45] [,46]
#> [1,] 5.040600 2.983839 1.133882 1.033404 1.804239 0.4558634 3.868925
#> [2,] 5.988711 6.381728 7.072296 2.907121 2.922952 11.7298003 3.167394
#> [3,] 11.920247 12.069699 4.283964 5.459088 11.062720 7.3418161 5.571407
#> [,47] [,48] [,49] [,50] [,51] [,52] [,53]
#> [1,] 1.074749 0.9729156 1.247924 0.7735842 0.4773592 1.810142 2.521621
#> [2,] 3.887418 8.5972161 8.189468 4.4891777 2.1636762 3.693849 2.822017
#> [3,] 11.360804 4.2719586 2.035710 10.3030756 2.4715904 3.113202 22.235663
#> [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61]
#> [1,] 2.144928 0.8988314 1.280125 3.399990 2.261442 1.278878 1.014256 1.647723
#> [2,] 5.583579 5.2840227 4.180377 8.622233 10.419304 4.162475 4.201586 2.827497
#> [3,] 14.679866 2.4264104 3.947098 3.356813 13.051276 2.948912 5.239696 4.871667
#> [,62] [,63] [,64] [,65] [,66] [,67] [,68] [,69]
#> [1,] 2.242957 1.053642 0.714706 1.012244 1.593196 1.129571 1.776061 1.111098
#> [2,] 4.161920 3.157665 6.744823 2.756971 15.193021 5.407369 6.244626 4.010495
#> [3,] 3.340071 3.630676 2.321898 7.683401 2.299642 11.587519 4.509561 3.034251
#> [,70] [,71] [,72] [,73] [,74] [,75] [,76]
#> [1,] 2.022024 0.646302 1.719462 0.5744564 1.486521 1.135950 0.5214383
#> [2,] 2.260804 5.684578 4.515739 5.6170361 7.391289 3.417326 9.7390273
#> [3,] 4.820615 9.701948 10.710870 5.9218291 6.654379 10.346185 5.2265088
#> [,77] [,78] [,79] [,80] [,81] [,82] [,83]
#> [1,] 1.247527 0.6754913 1.878860 1.304030 0.9700074 0.9142306 1.472215
#> [2,] 5.295247 7.8249501 5.325232 1.476826 3.0091821 8.3247190 1.826077
#> [3,] 5.751648 3.9989230 4.240263 22.400152 5.3764495 9.3886631 20.882307
#> [,84] [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.865442 0.9489966 1.523102 0.9381214 1.066547 1.192809 2.028044 0.752323
#> [2,] 2.556368 4.6126819 1.564154 9.5245403 5.207270 4.522967 2.823377 2.886449
#> [3,] 24.091791 3.7830873 5.109636 2.7775598 7.569167 9.875584 2.749448 3.666175
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.7923193 0.9965935 1.041063 0.9017777 0.4898009 0.8946264 2.217159
#> [2,] 2.0603370 4.4630251 2.458846 2.9712464 14.4872152 5.0713904 4.181823
#> [3,] 5.6912215 3.4770669 1.748853 20.9438670 6.0293967 9.8685255 4.046456
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.209112 2.577990 0.6923206 0.6703624 0.5465968 1.119422 1.648528
#> [2,] 8.701496 4.561699 1.7816643 4.2366870 4.3109217 3.888176 5.586449
#> [3,] 8.232285 5.445699 7.0001655 2.6831505 2.4641899 3.992731 9.196391
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 0.6880123 4.408635 0.8892596 1.428825 0.8186899 1.507014 1.506968 5.187076
#> [2,] 3.9912484 4.256086 3.2937769 6.098815 4.5074303 2.705965 6.631198 2.764134
#> [3,] 2.3205872 4.493073 6.0510155 2.925396 3.7638139 4.219721 4.597829 3.545995
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 3.558709 0.8547235 0.4552315 3.589758 0.446281 2.721714 1.276090
#> [2,] 28.886150 2.7752685 4.3256711 10.695242 8.462798 7.738011 3.079032
#> [3,] 8.156135 7.6055274 8.6009657 3.105959 13.548416 2.281034 10.286559
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 0.9041524 1.609353 2.092522 0.7071721 2.819893 0.6270077 0.9283002
#> [2,] 4.3662502 2.931165 2.313282 1.8246368 4.785008 3.8063728 6.4118939
#> [3,] 9.7263043 5.959937 3.061132 7.0670918 17.167470 8.3096099 3.4104896
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134] [,135]
#> [1,] 1.015048 1.449584 2.171087 0.4475451 2.109626 0.4999873 2.637827 0.9787742
#> [2,] 5.169212 3.210900 4.444668 5.0129596 3.710808 6.7463338 4.025496 6.9628772
#> [3,] 2.426340 7.447814 3.355514 2.5331241 8.631946 7.7085900 2.022374 5.7991436
#> [,136] [,137] [,138] [,139] [,140] [,141] [,142]
#> [1,] 1.729716 2.394755 1.609818 0.8091964 0.6921111 1.189509 0.8319216
#> [2,] 8.547093 4.723156 2.734488 7.6676501 4.0576927 8.946683 5.3436180
#> [3,] 12.756197 3.237573 5.734776 1.9881195 11.2213477 1.617718 7.5538251
#> [,143] [,144] [,145] [,146] [,147] [,148] [,149]
#> [1,] 1.770175 0.8358649 0.8259371 0.6105764 1.873661 0.4636654 0.9086151
#> [2,] 2.791304 2.0087624 3.8764921 5.8504156 2.442678 7.9638932 7.5283983
#> [3,] 8.816892 8.7301955 3.9021508 4.0806135 4.711971 2.6820128 7.8405504
#> [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157]
#> [1,] 3.388186 3.520322 0.4379431 0.6272433 1.490150 3.967052 1.745223 1.231141
#> [2,] 5.023377 2.852610 4.7950035 7.5221474 4.529063 4.210135 13.448355 2.190995
#> [3,] 7.414131 8.198934 3.3759158 7.2595726 3.363221 2.221141 3.671728 2.601536
#> [,158] [,159] [,160] [,161] [,162] [,163] [,164] [,165]
#> [1,] 0.5445119 1.288888 1.000385 1.719497 1.789644 0.690145 1.121978 0.3626035
#> [2,] 9.3578906 3.948796 2.998346 2.582619 5.213815 12.405621 2.185503 2.5067635
#> [3,] 3.2196783 3.555294 3.650728 2.313068 9.804025 7.617444 4.928849 6.1462403
#> [,166] [,167] [,168] [,169] [,170] [,171] [,172] [,173]
#> [1,] 1.048617 1.272320 1.872354 2.602742 0.8335198 1.599126 1.631449 2.091363
#> [2,] 2.874668 5.472172 2.550864 4.427946 3.8431347 4.559418 16.195468 6.893835
#> [3,] 2.972114 5.415899 14.983236 2.551013 3.5371215 2.164230 4.593104 2.303958
#> [,174] [,175] [,176] [,177] [,178] [,179] [,180]
#> [1,] 0.8534368 3.089675 1.326283 1.917094 1.864918 0.7471712 0.8436073
#> [2,] 3.3043835 4.078453 7.613640 11.278611 2.823572 28.2292797 10.4054411
#> [3,] 9.9289872 3.566314 5.475547 8.556777 4.399480 2.6893271 4.8612510
#> [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 1.359818 2.199622 0.7556502 0.9339785 3.197803 1.405947 4.354041 3.826649
#> [2,] 3.412007 3.245474 4.8910657 1.1394042 2.779045 11.780786 1.544490 3.198089
#> [3,] 7.649404 4.948545 2.6487851 6.3484227 4.710070 4.838654 3.168945 4.056093
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195]
#> [1,] 5.409056 1.606015 0.3767339 0.5460118 1.304153 1.479110 1.331024
#> [2,] 4.101629 45.411987 3.1228490 2.8777637 8.467377 2.152137 5.010771
#> [3,] 2.699175 5.440910 3.6813130 8.5001090 2.893618 6.435359 5.505183
#> [,196] [,197] [,198] [,199] [,200] [,201] [,202]
#> [1,] 0.7491605 1.554983 1.198801 0.6187158 0.4138869 0.5549688 1.341472
#> [2,] 4.3083297 5.195931 5.049794 7.9952066 2.8997485 7.4690748 2.209660
#> [3,] 9.5125830 3.442709 3.045402 11.6764112 3.0437417 3.8517527 2.001348
#> [,203] [,204] [,205] [,206] [,207] [,208] [,209]
#> [1,] 0.8505772 0.7290459 1.875027 0.7230494 0.8294743 3.926438 1.495944
#> [2,] 19.7914975 4.3347794 7.013734 3.9700310 1.8742282 4.710576 6.402835
#> [3,] 9.5638591 2.9099355 7.500721 20.2033016 7.0445421 12.431208 3.501281
#> [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.102603 1.175150 0.951215 1.216329 5.706475 2.241710 1.515464 0.6516704
#> [2,] 5.618366 6.505724 4.677033 2.726875 6.030439 3.722123 6.232883 9.0078326
#> [3,] 6.533737 8.672353 1.015106 3.828649 2.707328 2.264716 7.175195 3.1526233
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.6199682 1.410824 1.439440 1.257656 0.7130895 0.6615817 1.860754
#> [2,] 3.7496037 7.226709 1.580096 4.185399 4.7856882 5.4186275 5.022350
#> [3,] 3.4157757 6.635227 5.271573 4.065519 10.5686373 2.7033384 14.574311
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.089551 0.6396936 1.015688 9.299478 0.7953535 0.8320757 5.816858
#> [2,] 29.704989 4.7596622 8.599359 2.885123 5.1229689 2.3739926 7.080185
#> [3,] 2.428502 4.7140644 2.015236 6.443918 1.9295180 1.4502393 5.917972
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.797952 0.536688 0.8670512 2.149300 0.7410111 1.067812 0.6431619
#> [2,] 11.659557 2.040878 2.0728937 2.466952 12.3563891 5.743290 4.3650679
#> [3,] 3.355264 8.080315 1.4977386 3.027887 3.5007768 2.054884 2.3932001
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 3.703769 3.835818 0.8368674 1.290020 0.6937555 5.193633 0.7176876
#> [2,] 2.398089 2.906648 21.9501318 2.887097 2.0728356 5.030307 4.0597654
#> [3,] 4.891157 4.280175 2.1212125 6.171879 1.6803728 4.025283 2.3314203
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 3.208923 1.117024 1.008823 0.9680073 1.265302 0.4152928 1.106948
#> [2,] 3.062910 3.499215 3.613204 6.4641347 1.321579 5.9729254 3.817741
#> [3,] 2.792406 10.797637 2.791826 4.8425198 3.262605 3.2372466 6.009342
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 2.792101 0.9787846 0.7570492 0.7645263 1.999471 1.008059 1.944238
#> [2,] 1.925485 13.4436580 2.5405042 1.9834698 4.535866 13.336701 2.597081
#> [3,] 43.675402 4.7662889 4.7129670 2.9916524 3.285449 3.331418 3.294495
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.9558989 1.310554 1.843160 1.152866 1.247401 3.411552 1.943130
#> [2,] 10.8305508 3.788715 16.013762 5.684160 4.442817 11.712197 4.157179
#> [3,] 3.0890027 2.957576 2.104713 2.979682 1.599477 3.737848 63.999125
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 3.08897 0.4840926 1.274040 5.385209 0.646943 2.857735 1.073336
#> [2,] 13.85577 3.6013750 8.346588 24.861370 3.905453 2.823094 2.608044
#> [3,] 11.25669 4.4824411 3.821068 6.280265 3.876881 14.392134 5.675208
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.9207248 1.044938 0.8450321 1.328854 0.8564893 0.8038401 0.8802506
#> [2,] 1.8382461 1.610390 2.1149638 2.737259 3.3478327 3.4942181 9.7994223
#> [3,] 1.8582505 5.112056 2.0618555 19.693706 3.0480646 5.0855542 10.5561140
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 1.100831 0.965073 3.533350 1.027085 1.138207 0.6244921 2.050344 0.8636993
#> [2,] 4.847047 3.599678 9.359229 3.806823 15.141032 3.4588973 7.324101 2.6571914
#> [3,] 7.434560 3.574924 3.116111 4.514517 4.100933 2.3730668 4.876636 3.5070910
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296]
#> [1,] 0.9051806 1.347271 4.086712 5.870554 1.014465 2.619585 1.130329 2.456207
#> [2,] 5.9196114 3.871779 9.449657 3.451186 18.306151 2.521485 6.869481 3.396287
#> [3,] 2.9117975 6.335242 6.413407 2.594746 4.432553 2.841328 7.499548 3.129477
#> [,297] [,298] [,299] [,300] [,301] [,302] [,303]
#> [1,] 0.6799155 13.890953 1.002389 0.6006832 2.730057 1.397429 2.126883
#> [2,] 4.7635492 3.871824 1.401475 11.1385049 2.417586 2.413721 2.979875
#> [3,] 3.2799749 1.492383 13.281709 2.9634699 2.567707 2.040576 5.808676
#> [,304] [,305]
#> [1,] 0.9396796 0.747745
#> [2,] 4.4813077 7.966724
#> [3,] 4.5717809 2.002843
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.7646571 1.279019 0.7956857 2.7289540 0.6216387 1.388151 1.1054028
#> [2,] 0.6694656 1.171672 1.6451801 0.7626181 2.1042516 0.534043 0.5547186
#> [3,] 1.9183732 6.710216 1.8668092 0.3675151 2.0257063 1.977970 3.0779470
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 3.0675134 8.0316819 1.8284183 1.664045 1.2712447 2.133178 0.7170327
#> [2,] 0.5797818 0.4578069 0.5546348 1.463678 3.4732176 7.024014 2.6547994
#> [3,] 3.0254917 2.3578861 1.8217416 4.156702 0.9554627 2.060049 9.0937778
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 1.412046 1.696119 1.590607 0.5771556 1.203015 1.175054 1.087937 0.7992405
#> [2,] 4.258768 2.701774 7.605732 9.6490700 4.811740 3.462356 3.555930 9.0582064
#> [3,] 1.670851 1.380317 1.057779 5.5450631 5.364565 2.369395 4.730802 1.7046244
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] 7.019351 0.7400893 0.752358 0.9224063 1.058859 1.547818 1.866807 1.064899
#> [2,] 5.180494 2.9531242 2.844722 2.6990829 2.316079 1.955694 2.077456 1.585293
#> [3,] 1.252848 4.5118676 3.353203 7.0642827 7.538698 2.206601 3.527846 1.709913
#> [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 2.722230 1.285717 0.2508693 0.5044853 0.9201252 2.174115 1.101317
#> [2,] 2.420559 2.272985 11.1424828 1.8809573 1.8584720 1.943355 3.181598
#> [3,] 7.731534 1.665898 1.7073032 1.6386350 0.6604069 1.107759 1.857888
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44] [,45]
#> [1,] 2.3220715 1.274835 1.631660 0.767026 2.801511 1.154901 2.355158 1.199012
#> [2,] 2.4118611 6.155097 3.293844 5.050865 4.624197 3.483446 4.463226 3.676325
#> [3,] 0.8591238 1.558184 1.721233 1.185870 2.285109 1.747744 2.554131 1.174448
#> [,46] [,47] [,48] [,49] [,50] [,51] [,52]
#> [1,] 1.858046 1.462578 1.698566 1.3155597 0.5046362 1.117814 0.8854335
#> [2,] 1.306092 1.406458 1.089368 1.1158743 0.6328812 3.198514 2.8969654
#> [3,] 1.679933 3.109075 2.233756 0.4812713 1.3293453 1.829240 2.4240731
#> [,53] [,54] [,55] [,56] [,57] [,58] [,59]
#> [1,] 0.5936183 0.8227156 0.6590086 1.900926 0.6496285 0.8524411 0.6640700
#> [2,] 3.8151161 2.9635526 2.6090487 5.062574 1.1716666 2.0618748 1.1337639
#> [3,] 1.3241972 0.7717372 1.1051560 1.853068 2.9503001 1.3899495 0.6613862
#> [,60] [,61] [,62] [,63] [,64] [,65] [,66]
#> [1,] 1.777016 0.5940681 1.580572 0.7020808 1.260888 1.285646 1.522670
#> [2,] 3.539982 2.7711959 6.320874 0.7627705 1.394755 1.496268 1.252802
#> [3,] 1.079931 19.3569396 13.437261 2.0437182 2.882268 3.914928 2.097528
#> [,67] [,68] [,69] [,70] [,71] [,72] [,73]
#> [1,] 0.6548499 1.714700 3.6082818 0.6772138 0.4275484 2.997728 1.3195377
#> [2,] 0.7869667 1.557250 0.9436864 1.5441854 2.8444934 2.006475 0.8031588
#> [3,] 3.1186652 2.650416 4.3338286 2.5163300 2.7312555 1.992254 3.3089993
#> [,74] [,75] [,76] [,77] [,78] [,79] [,80]
#> [1,] 0.8530487 0.8090928 1.549371 1.536281 2.474611 0.9817364 0.8801096
#> [2,] 2.2715259 1.6554853 1.399041 2.378469 1.602470 2.2538744 1.9523384
#> [3,] 1.9310396 1.9307308 1.065887 1.410292 8.310251 2.7368809 2.6528002
#> [,81] [,82] [,83] [,84] [,85] [,86] [,87]
#> [1,] 1.636313 0.5289933 0.6591357 1.035903 2.240440 1.8597435 0.8882756
#> [2,] 2.706240 0.9745951 2.1515192 2.356839 1.444467 1.2036090 1.6510665
#> [3,] 3.872921 0.8917941 0.7713954 1.010259 2.769841 0.5168136 1.0214179
#> [,88] [,89] [,90] [,91] [,92] [,93] [,94]
#> [1,] 1.2971086 0.7719918 0.3440664 0.5404095 0.6702071 2.190037 0.7966169
#> [2,] 0.6544947 0.6426901 1.0861640 1.3991398 1.0286955 1.768009 0.9495824
#> [3,] 11.2418092 2.0681617 1.9842216 0.9986308 2.2907707 1.618389 4.1973841
#> [,95] [,96] [,97] [,98] [,99] [,100] [,101]
#> [1,] 0.7641992 1.427672 1.8949156 2.1587447 1.158900 9.838008 1.9655129
#> [2,] 1.7177793 1.411824 1.2404918 1.3587486 2.327545 3.637016 0.6832071
#> [3,] 2.2569944 1.021792 0.5492016 0.8460939 1.042956 1.638191 1.0702945
#> [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 1.7455243 1.7331412 1.982470 1.155696 1.1307872 0.3976096 0.4796935
#> [2,] 0.7615561 0.8416953 2.543894 1.234318 0.5749474 1.3813459 0.7898132
#> [3,] 1.0439846 0.6239729 1.127258 3.777740 0.6627139 1.2587442 1.0476880
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115]
#> [1,] 4.5598158 2.2933794 0.7339518 5.328500 0.4806106 0.8665386 0.9892763
#> [2,] 0.9878516 0.5171821 2.5051970 1.154136 2.2551467 1.8819526 3.1074681
#> [3,] 4.3197850 0.9235718 0.7924446 1.716277 1.9647906 0.8961422 2.2103156
#> [,116] [,117] [,118] [,119] [,120] [,121] [,122]
#> [1,] 0.6146328 3.1033513 1.2187701 5.6383857 0.9451463 1.262044 4.1383985
#> [2,] 1.0134815 1.0616100 0.3169143 1.5912002 0.3911278 1.810354 2.7476211
#> [3,] 0.6387718 0.9443056 0.7849276 0.5969032 0.6055201 1.299348 0.7928206
#> [,123] [,124] [,125] [,126] [,127] [,128] [,129]
#> [1,] 1.8805727 1.5200917 0.4697809 1.384373 0.5203554 1.320079 0.6474690
#> [2,] 0.9442099 0.7865083 0.5650782 1.214041 0.3934137 1.412892 0.9523472
#> [3,] 0.5066430 0.4059430 2.5888100 1.230809 0.7398690 1.124738 1.5658904
#> [,130] [,131] [,132] [,133] [,134] [,135] [,136]
#> [1,] 2.6772943 0.5964464 1.0636268 1.2109794 0.6408725 2.368917 4.2988067
#> [2,] 1.0061476 1.0929986 0.9260060 2.1121564 3.7244406 1.575700 0.7991396
#> [3,] 0.6580793 0.8803558 0.9706366 0.9995081 0.9458265 1.003659 0.6366078
#> [,137] [,138] [,139] [,140] [,141] [,142] [,143]
#> [1,] 0.7711880 0.7336926 0.8220793 2.3087077 0.5736078 1.3317633 0.7447184
#> [2,] 0.5169402 1.1279413 2.0866573 2.3023632 0.6598480 0.5269863 0.4888849
#> [3,] 0.6980736 0.6372447 0.5550387 0.7283963 1.1066659 1.2233222 1.1452848
#> [,144] [,145] [,146] [,147] [,148] [,149] [,150]
#> [1,] 0.5538533 0.8365006 1.082423 0.5977706 0.9921756 1.3171319 3.356532
#> [2,] 1.1689581 1.3100490 0.756643 0.8563575 0.5464601 0.4732828 1.218899
#> [3,] 0.4356806 0.6782503 1.075318 0.7696048 1.2503161 1.3281196 0.915880
#> [,151] [,152] [,153] [,154] [,155] [,156] [,157]
#> [1,] 1.124431 1.559285 1.4497589 0.3864859 0.5259254 1.333668 2.229171
#> [2,] 1.029767 3.020829 1.7182959 0.8759446 0.5796834 1.446594 4.803053
#> [3,] 1.568369 1.624161 0.9063103 0.5237608 1.5999546 2.426898 1.014759
#> [,158] [,159] [,160] [,161] [,162] [,163] [,164]
#> [1,] 0.8483382 1.0677478 6.463625 1.869135 2.397643 0.4330360 0.5558488
#> [2,] 0.3611130 0.4876126 1.319430 0.540174 2.093073 1.6793968 0.7300736
#> [3,] 1.9442719 1.6156912 1.090689 2.521499 0.613252 0.7290712 2.4965879
#> [,165] [,166] [,167] [,168] [,169] [,170] [,171]
#> [1,] 1.0663677 1.256529 0.4432566 1.4526000 0.5215802 0.4979711 0.9246219
#> [2,] 1.4085555 1.408448 1.5865845 1.4471904 2.7321555 1.0550300 1.9885243
#> [3,] 0.8544108 1.054919 1.5137397 0.9848882 1.0223408 1.2251822 0.5947197
#> [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 0.8003176 0.3735294 0.6971870 1.0737120 1.1486029 4.3111675 0.7540132
#> [2,] 0.8796699 0.4794667 0.4564231 0.2866091 0.5799167 4.9236011 0.6430524
#> [3,] 0.6514090 0.6952916 2.1645841 2.4466327 4.2074553 0.8494225 0.9043387
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185]
#> [1,] 0.6312171 0.3656667 0.6782973 0.3426013 1.8083048 1.595650 1.3143708
#> [2,] 0.9775428 0.8284245 1.2751719 1.2187170 0.5887781 1.156514 0.5888986
#> [3,] 1.8035829 2.9628409 1.3601529 2.4262063 1.1927708 3.730806 2.3349084
#> [,186] [,187] [,188] [,189] [,190] [,191] [,192]
#> [1,] 1.0377991 0.4804851 0.4923040 0.6411717 1.3937557 2.5659579 1.3696569
#> [2,] 0.5483834 2.2050282 0.7151741 1.4779399 1.0578998 1.7121571 0.7681426
#> [3,] 1.4265071 0.9328183 0.6466771 1.5926699 0.9342216 0.4443549 1.3730633
#> [,193] [,194] [,195] [,196] [,197] [,198] [,199]
#> [1,] 1.1605034 0.2435583 0.9540236 3.415081 2.7988575 2.197371 0.8306599
#> [2,] 2.2984942 1.6153897 1.9819999 1.065367 0.9649903 1.313002 1.5598898
#> [3,] 0.7675004 0.6746268 0.5027467 3.715707 1.1301083 1.207557 2.0233223
#> [,200] [,201] [,202] [,203] [,204] [,205] [,206]
#> [1,] 1.2473640 0.8844303 1.9844458 1.144058 0.9621582 0.6871724 2.344192
#> [2,] 1.7787946 0.6995272 0.6820534 2.180690 3.1179244 1.9290359 7.520180
#> [3,] 0.9645292 0.4429489 0.5561091 3.295141 1.6842421 1.5640131 2.721104
#> [,207] [,208] [,209] [,210] [,211] [,212] [,213]
#> [1,] 2.715313 1.093198 0.2925630 0.9441345 0.9746529 1.043470 0.7819217
#> [2,] 1.628302 3.164139 1.3021258 1.4169546 2.7575856 0.511380 0.6249301
#> [3,] 1.427706 1.229194 0.9183356 1.7804942 0.5229577 1.513098 2.7321167
#> [,214] [,215] [,216] [,217] [,218] [,219] [,220]
#> [1,] 0.9681870 1.1047851 0.6264724 1.0325548 1.047795 0.7693091 3.914480
#> [2,] 3.0799510 1.3966648 0.8244102 5.1310583 2.104710 1.8972879 1.011553
#> [3,] 0.5870445 0.9411308 1.0115938 0.4626416 2.487240 4.4356563 1.292709
#> [,221] [,222] [,223] [,224] [,225] [,226] [,227]
#> [1,] 2.2295141 3.0044587 5.1360332 0.9730245 0.7298297 0.6570119 0.6581703
#> [2,] 0.7720049 0.9838963 3.0711852 1.1127735 3.2353151 0.9353344 1.7969315
#> [3,] 0.8766498 1.8290643 0.7881341 3.5653173 1.3433737 0.8277412 1.1607130
#> [,228] [,229] [,230] [,231] [,232] [,233] [,234] [,235]
#> [1,] 1.562475 0.288214 4.491485 2.502101 1.498273 1.525568 0.5098668 1.458715
#> [2,] 3.456301 2.108064 1.055790 1.856988 2.592700 1.425674 6.5723386 1.947606
#> [3,] 1.567038 1.361616 4.276133 2.155378 1.633697 1.434402 1.4362138 1.226930
#> [,236] [,237] [,238] [,239] [,240] [,241] [,242]
#> [1,] 0.9485996 1.3819710 0.374956 0.4651122 1.1669481 0.6511457 1.8104583
#> [2,] 1.4907733 1.8543049 6.874418 1.3015898 1.5413242 1.2903031 2.6418244
#> [3,] 0.9222546 0.9761621 0.613466 0.9855722 0.6236465 2.0023665 0.6277187
#> [,243] [,244] [,245] [,246] [,247] [,248] [,249]
#> [1,] 0.9408616 3.120801 1.024564 0.6724009 0.5096877 1.4587605 0.5112175
#> [2,] 2.4671067 1.315319 2.909562 2.6730373 1.8476709 0.8217564 0.9559529
#> [3,] 3.6705977 10.592246 5.414590 6.9073432 1.6288335 1.2420960 6.8921296
#> [,250] [,251] [,252] [,253] [,254] [,255] [,256]
#> [1,] 1.831584 1.807013 0.6490602 1.026966 0.6270643 1.720535 6.952862
#> [2,] 1.143545 1.596127 2.9591162 1.152019 2.3740211 1.457938 1.144815
#> [3,] 3.495044 1.098099 3.4344630 1.287421 3.2134940 16.905111 2.820242
#> [,257] [,258] [,259] [,260] [,261] [,262] [,263]
#> [1,] 1.0089658 1.036221 0.6892832 8.548237 0.5722268 16.122277 1.115588
#> [2,] 3.1577489 1.228149 3.6424937 1.128973 1.6173891 2.036449 1.465569
#> [3,] 0.7506426 1.452575 2.7721670 2.510704 1.4627154 1.092456 1.726081
#> [,264] [,265] [,266] [,267] [,268] [,269] [,270]
#> [1,] 1.342321 1.0356783 0.5072969 0.7573527 0.8091381 0.2840862 1.010492
#> [2,] 3.475834 1.6597331 1.3419094 2.3960259 3.7557119 9.3485714 2.544849
#> [3,] 4.949961 0.5617354 1.2846755 0.8502606 1.0473974 0.7863587 2.383224
#> [,271] [,272] [,273] [,274] [,275] [,276] [,277]
#> [1,] 0.8794177 0.6180209 0.9864575 0.5506236 1.2754862 1.6753176 0.6325438
#> [2,] 1.4251534 2.7241435 1.9770866 3.9701437 3.9531813 1.2194555 1.5774845
#> [3,] 0.5792957 1.7724918 1.2806491 0.6976634 0.4506689 0.5259456 0.6669385
#> [,278] [,279] [,280] [,281] [,282] [,283] [,284]
#> [1,] 1.561554 0.4515684 0.4200144 0.6443674 1.0307298 1.285348 0.7658713
#> [2,] 9.823234 15.5362475 3.0039817 1.9675735 0.8580112 1.196349 1.8585873
#> [3,] 7.508657 0.9458174 0.8838636 2.2197038 4.0429520 1.968714 0.5672901
#> [,285] [,286] [,287] [,288] [,289] [,290] [,291]
#> [1,] 0.7343153 0.7844594 1.564131 1.637063 1.891450 1.825935 2.925045
#> [2,] 1.6931951 57.0377647 3.310014 1.252224 3.773395 2.981752 1.113024
#> [3,] 2.6062365 1.8440148 3.349551 2.818900 0.548327 1.676979 1.548925
#> [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 0.4010752 6.2010862 0.5245865 1.539627 0.8417887 0.5756913 0.5410012
#> [2,] 3.0562597 3.7285283 2.9901315 10.139997 4.0105529 3.1440407 1.5441303
#> [3,] 1.0385085 0.8346308 0.4740758 1.331620 1.4813104 2.3794036 0.3747824
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 1.480073 4.3925244 0.5479252 0.7010356 1.4150811 5.015197 0.6265411
#> [2,] 5.424388 3.2283522 4.8748054 3.1000839 3.2928506 2.062872 3.2103568
#> [3,] 2.602432 0.8944425 2.7473287 1.2659159 0.5744966 1.136818 1.0612237
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.6243603 0.5732636 1.3158057 1.0343179 0.8967813 0.9557124 1.2875748
#> [2,] 2.3010861 0.4792834 0.8540866 0.7509704 0.9533408 0.6693752 0.8117099
#> [3,] 3.8260944 9.5637041 2.3518272 1.3288171 1.0280190 10.0115858 3.4094430
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 1.979814 1.687003 1.312128 5.571925 2.274842 2.552882 1.8254449 1.904500
#> [2,] 1.327827 2.021593 2.377751 1.442438 3.009301 3.476959 1.6516942 4.294868
#> [3,] 1.573728 1.004040 9.517343 1.452094 0.876548 1.015155 0.8182224 1.597762
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 1.1269424 1.2898288 0.4543079 1.201979 1.840716 1.554072 1.4211788
#> [2,] 4.3323217 3.7454415 3.1441613 1.308245 1.747873 1.630223 0.7520612
#> [3,] 0.7180025 0.6886908 0.4114004 1.091964 1.118788 1.808820 0.4793822
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 1.8621010 1.715520 2.0451925 1.2423816 1.0941190 1.2536735 1.347345
#> [2,] 2.1638250 1.264803 0.8237103 0.7886754 0.4842792 1.1672775 1.353727
#> [3,] 0.8180423 2.469211 0.9470156 3.2562121 1.1719008 0.8489978 17.675301
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 1.238243 1.4454030 1.8823158 0.9275382 1.8849135 1.2701514 4.2592962
#> [2,] 1.332795 0.7069098 0.7736501 1.3895795 0.9475658 0.9245918 5.8482684
#> [3,] 1.327302 2.5707278 1.1286594 1.5541290 1.3843261 0.5440301 0.6474296
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 0.5826828 1.788584 0.5666555 1.031570 0.6479756 1.164592 2.015130
#> [2,] 1.0282583 2.885508 0.7682066 1.242585 3.2608226 1.759045 3.725802
#> [3,] 1.9698932 1.396618 0.8923060 1.418136 0.5754891 2.632586 1.344033
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 4.2067211 3.069365 1.3471822 1.1759535 1.3017680 0.5516034 0.9730452
#> [2,] 0.6387498 1.015166 1.4087680 0.7754129 2.5443473 1.6237913 1.1315908
#> [3,] 3.4320929 2.526787 0.6386431 0.5724722 0.5657005 0.5948676 1.0426359
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 4.933828 0.7709281 0.8162147 1.6913334 1.7126646 1.5420270 2.7115845
#> [2,] 1.918853 2.0519177 0.7779009 0.8329032 0.6650279 1.5619017 0.9372033
#> [3,] 1.159834 0.6255140 0.3084695 0.7597589 0.7364824 0.4467033 0.6748526
#> [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 0.8870079 0.4944249 2.179164 0.3946458 0.7907786 1.0226436 0.4320163
#> [2,] 2.4248050 1.5446480 2.038482 4.5200905 1.6347395 1.3672368 2.3524669
#> [3,] 1.0169858 0.9275534 0.786800 0.5167359 1.0363367 0.9764482 6.3776831
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 0.9686679 1.0071312 3.1163170 2.3473439 1.1563995 3.833678 0.8053418
#> [2,] 2.6161125 2.1621369 0.7652947 0.3357496 0.7510324 2.013192 1.3468565
#> [3,] 6.1002505 0.5816778 1.7824395 0.8663625 1.1971210 2.389797 3.6555744
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 2.2008407 2.315935 2.2516699 2.1806833 0.7342047 1.423843 0.8720561
#> [2,] 0.8976458 1.979806 0.6425048 2.1877519 1.6614740 1.862620 0.6411223
#> [3,] 0.7724040 1.564223 0.6561063 0.6696891 1.0173485 1.872575 1.6413405
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 1.9898244 1.207278 0.9162336 0.7248287 0.6897480 1.882236 0.602570
#> [2,] 2.3119170 1.384724 4.8131789 0.7112762 2.5551179 2.856052 1.389182
#> [3,] 0.6104825 1.614716 0.5497662 1.1060860 0.4886966 1.370450 1.583940
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 1.656239 0.4969898 1.0562049 0.3920870 0.8910404 0.6952283 0.8741564
#> [2,] 4.419834 1.0219815 1.5521861 0.9059254 1.4132855 1.9683273 0.7301934
#> [3,] 1.492308 3.3824667 0.4245009 1.2282841 0.6393948 1.5586756 1.2652246
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 0.4530940 1.580665 1.0700393 1.212835 1.0496994 1.1345120 0.6658489
#> [2,] 0.5441057 1.885632 0.8243700 1.004102 1.0945334 0.5937962 1.5633750
#> [3,] 2.3494288 1.136274 0.7720714 1.555483 0.4573636 0.4352273 1.1457989
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 1.753579 0.5575270 0.8026943 1.1287112 1.4329473 1.509518 0.8057892
#> [2,] 1.261295 1.8333154 1.0729654 0.4148057 1.9875656 1.045856 0.3968611
#> [3,] 1.889492 0.4872038 0.8916073 1.0538637 0.9951206 1.426094 1.7918575
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 0.7938666 0.8419017 1.973117 6.1790486 1.277550 2.293401 1.310461
#> [2,] 0.7234586 0.7897992 2.592372 0.5977236 1.354961 1.510164 1.990982
#> [3,] 0.2902428 1.0771970 11.955940 4.9445991 2.182245 1.538589 2.419188
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 1.1835845 0.5755735 1.1311457 0.2634590 1.0382719 1.884256 1.151866
#> [2,] 0.4143286 0.2762189 3.6420931 0.7395384 1.2782909 1.095893 1.118140
#> [3,] 0.6825075 4.6205110 0.6736029 1.1219052 0.9002343 1.129649 1.497732
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 1.3306954 5.198678 1.0837636 0.8941826 0.7904705 2.3357423 1.802297
#> [2,] 0.4064182 0.500610 2.0089942 0.6305735 1.0301211 0.7919796 1.821532
#> [3,] 0.7588467 1.030209 0.6542551 1.3864485 0.7232649 0.6137308 2.303104
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 0.9017865 0.6358435 0.5864843 0.9283202 0.4885006 0.9121642 0.8133323
#> [2,] 1.6268889 0.6813928 1.0323751 0.9828336 1.3688657 6.2869742 1.2572759
#> [3,] 3.9726851 1.5382740 1.6280073 0.7217885 2.9213827 1.2660281 0.4274735
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 0.8849405 2.6036492 0.8931141 1.4954101 1.0104982 0.7651687 0.4554247
#> [2,] 0.5947011 0.8080631 1.5857477 0.9001161 3.6940092 0.6513789 0.8840654
#> [3,] 3.9838511 3.8494079 0.5376597 2.2866040 0.4459268 0.7610874 1.2147834
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 0.5492541 0.9176967 0.9223708 0.8384457 0.6838224 0.8621556 1.018597
#> [2,] 1.1686762 0.7059936 0.5634328 1.2484303 2.3202090 0.6235952 0.885343
#> [3,] 0.2480023 1.0262288 0.6198098 0.6039476 0.8050949 0.5985894 1.512543
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 0.9225301 1.2979345 0.6998891 0.9760605 0.5965282 1.4737928 1.7319892
#> [2,] 2.1518684 0.9247146 5.2886451 0.4735557 1.1204047 2.6130768 0.6173492
#> [3,] 0.7228125 2.9233775 0.6702374 0.9048055 0.7088399 0.7172205 1.8282943
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 2.3076132 2.529948 0.5102597 2.4803332 0.2832674 1.1444562 5.860018
#> [2,] 0.8792736 1.869731 0.8615490 0.4317994 0.4633034 0.6178049 2.478726
#> [3,] 0.7488720 2.965080 0.6062229 4.3941565 0.7751654 0.7321909 2.699646
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 1.6629772 1.9846769 0.9323368 6.9466685 1.3049326 0.4525238 2.360464
#> [2,] 0.7664620 1.0651350 1.2630117 0.9701996 1.4367890 1.6521081 1.466257
#> [3,] 0.4832132 0.4808979 0.5972137 2.8175791 0.9260648 1.2052654 1.210428
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 0.3770659 0.8834860 0.7337855 2.7511509 0.6103990 3.021424 1.3545923
#> [2,] 1.2078719 0.9167201 1.0634393 0.7121890 0.5601219 1.980264 0.6272737
#> [3,] 0.5160106 0.9310956 1.4776917 0.9519519 4.2612843 1.125706 0.1773931
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 0.8685425 0.7237014 0.8847674 1.1205776 1.834315 3.3270494 0.4953440
#> [2,] 0.6517151 0.3566748 1.6032462 1.4900309 4.951259 0.7177843 0.6218840
#> [3,] 0.9166018 0.3421065 1.6360767 0.8000457 4.742834 1.2065213 0.9973915
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 2.547213 1.9557359 3.2889279 1.107248 5.6797987 1.1477742 3.639210
#> [2,] 0.465240 0.5420032 0.6310591 0.714275 0.7305311 0.8898006 0.569312
#> [3,] 0.778253 0.7193372 3.1694713 1.111137 0.6700764 1.2459320 2.243075
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 1.621123 0.5668063 1.010042 0.6183079 1.2690849 0.950319 0.5365829
#> [2,] 1.214787 1.5156623 7.656276 2.2192507 1.3118430 1.619301 2.2210075
#> [3,] 3.170025 1.2063258 0.342347 1.7640125 0.3355421 1.385884 1.1026462
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 0.925213 1.6919520 0.6917824 0.971292 0.9560086 0.536671 0.5073908
#> [2,] 3.406980 0.6615256 2.9750702 2.015970 5.0628630 2.053475 2.2875447
#> [3,] 1.945158 0.9517998 0.5270657 1.215249 0.7987422 1.353547 4.7853940
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 1.5145351 2.677386 2.593216 0.6994630 3.2925659 0.5828884 1.1574583
#> [2,] 1.4748170 1.044142 0.603103 3.5413414 0.7520510 2.5103898 5.1339441
#> [3,] 0.6830087 1.549400 1.321776 0.6512853 0.9801156 2.1098033 0.3744702
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 1.956779 0.8383730 1.1883138 1.754865 2.2600343 0.8681343 0.4339685
#> [2,] 2.701711 2.3688453 0.5912975 1.258211 0.8850826 0.9328233 1.1457782
#> [3,] 3.598068 0.5836795 16.3898432 1.757903 1.2314386 1.1735869 1.3252188
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 2.5955708 4.3453608 0.7576958 0.4931003 1.0481190 0.6089097 0.3261075
#> [2,] 1.5561091 0.6506867 1.3014988 0.7401070 1.2865554 1.5987738 2.4000264
#> [3,] 0.9885141 1.4081680 0.4600147 1.5400710 0.6457836 2.1126160 1.2148266
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 2.355013 0.8152611 1.355471 0.9860875 1.382048 0.594641 1.0429510
#> [2,] 1.071383 1.3369583 2.257904 1.5147588 2.722794 3.270579 0.5803549
#> [3,] 4.192187 2.9819493 1.248843 0.8969840 1.007331 1.247813 0.9008390
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 0.8383884 0.6810812 0.9070643 2.6336200 2.0197124 1.495720 1.3391284
#> [2,] 1.1588875 0.8113342 3.7257853 0.7767537 1.3303547 1.171904 2.4208778
#> [3,] 0.5882128 3.1373410 0.6999307 0.6892573 0.6608336 1.156462 0.9999339
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 0.7795485 0.6330294 1.8606745 1.985190 1.177415 1.5308506 0.9844774
#> [2,] 0.7524508 0.8454297 0.7464583 0.443075 1.159124 0.8078493 1.0863585
#> [3,] 1.0958175 0.3813358 0.4674583 1.636446 7.424313 3.5420218 2.7728692
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 0.6497278 1.3325085 1.6048447 2.8100637 0.8001110 1.3338161 2.534966
#> [2,] 1.1852790 0.8564413 0.9090885 12.2657894 0.7395352 0.7880623 1.556946
#> [3,] 1.8573762 0.7255590 1.4800264 0.8734494 1.5357296 0.7603925 1.807624
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 0.4268812 2.130446 0.6160358 1.6783390 0.4343919 2.6566696 12.061118
#> [2,] 0.9987112 1.012843 0.5714893 0.6465279 0.4227546 2.9949086 1.311857
#> [3,] 1.2239164 1.742299 4.6841476 2.0746768 1.8175066 0.8015335 1.949906
#> [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 0.6641488 0.2689246 0.8704369 0.8754514 3.344241 1.1671589 1.391748
#> [2,] 1.4899221 1.8004716 1.1169057 0.5609645 1.680490 1.6771997 1.771508
#> [3,] 1.9302271 0.7591336 1.5011480 0.6103965 1.244018 0.9051776 1.215234
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 0.8163512 0.9940305 1.5764395 1.1557709 1.0634905 1.4374498 2.7450869
#> [2,] 1.2895359 0.4339447 1.0542483 2.4701797 5.9988911 0.8577704 1.1812456
#> [3,] 0.8771702 2.8166824 0.7037905 0.6984049 0.9016643 1.4395882 0.8448491
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 0.9483042 1.8419199 0.3988376 0.673732 0.8697263 1.4670118 2.3692944
#> [2,] 1.0067031 0.9540873 1.0563171 1.782623 1.6803125 1.7754540 1.9865697
#> [3,] 2.4683546 0.9436562 1.8988238 1.370785 0.5788969 0.3888544 0.8382411
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 2.411965 0.7596681 3.7530288 0.8960671 0.6198753 0.9368831 1.2562134
#> [2,] 5.096071 2.8579018 1.4024159 1.0057310 1.6200017 1.0399477 0.8847228
#> [3,] 2.239173 0.8671197 0.4121437 0.7148119 1.3437345 0.8891313 0.8336771
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] 0.5435451 0.9133157 0.7789649 1.254691 0.6576355 0.8578764 1.158960
#> [2,] 0.8300524 1.8151037 2.0068321 1.026091 1.0961839 1.1058717 1.522201
#> [3,] 1.0326609 0.9373921 2.0893637 1.436396 4.3851733 0.8216461 7.219212
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 2.257314 0.8566785 0.5813978 1.1960698 1.9464071 2.4500784 0.5770689
#> [2,] 2.335394 0.8654854 0.9055880 0.9364134 0.6271011 3.1978639 2.4099287
#> [3,] 1.308564 1.1484114 0.7951790 0.7556508 1.8622128 0.5937195 1.9353311
#> [,303] [,304] [,305]
#> [1,] 0.9530481 0.5292861 1.405692
#> [2,] 2.2541527 1.2023394 2.557147
#> [3,] 0.5705201 4.7499356 3.497960
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.7579958 3.7235185 1.8888241 0.8888765 0.8736993 0.5200832 3.156782
#> [2,] 1.1795739 0.6696605 0.6992770 0.5182041 2.4153318 1.0622810 2.363276
#> [3,] 4.5623958 6.9302693 0.7197317 0.6957412 0.4918186 1.9544697 2.463634
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 2.192468 1.554601 2.653437 1.7141398 3.483954 3.031801 1.252627 7.466267
#> [2,] 4.053250 3.857436 12.285270 1.1393634 8.414964 8.232768 4.667108 1.361211
#> [3,] 2.152884 1.358626 1.573330 0.7617337 1.599774 1.613482 1.949184 5.529762
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 2.501417 1.7294509 3.5371374 0.9504789 1.481688 2.7093121 0.9002626
#> [2,] 2.536919 0.9556744 0.7350148 1.6992960 4.024065 4.0057232 1.3233869
#> [3,] 1.578798 1.5116667 1.8389005 1.3750190 1.602152 0.7979159 1.0559383
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 0.9232222 0.5823486 2.1634007 1.2534449 5.1509847 3.4726562 1.6074653
#> [2,] 2.2298035 2.3810300 0.9928593 2.0494120 0.5968601 0.8083484 2.5166018
#> [3,] 0.7988819 2.7636888 1.4014587 0.6028526 1.5414746 1.1072974 0.6109682
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 1.4439313 0.7260419 2.8499873 0.8857350 5.202688 11.0163345 2.8065646
#> [2,] 2.8545873 0.8461535 1.9245991 1.1387379 1.061576 0.7838809 0.4933567
#> [3,] 0.4791691 4.2084727 0.4925524 0.4598637 2.311568 0.5361237 2.6013765
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 0.4275756 1.052269 1.187088 2.0337171 3.7151858 1.3853567 1.838530
#> [2,] 1.2825619 1.265100 1.455628 0.5165138 1.9533453 0.9376413 1.493231
#> [3,] 1.2184956 2.118060 1.585825 1.7140207 0.3377048 1.8262564 1.472255
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 1.1120512 1.9801002 0.3157021 1.007543 3.708173 2.1081229 1.017512
#> [2,] 0.8891946 0.4757259 0.9085152 2.328198 1.211380 2.0781007 1.163036
#> [3,] 0.9381551 1.4472871 0.6328421 1.156569 1.134989 0.6948012 1.579278
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 0.5694547 1.261323 0.9043534 0.4877988 0.5731193 2.290324 1.257253
#> [2,] 1.2760351 2.812654 0.7487373 4.9294389 8.2261714 1.632628 1.103423
#> [3,] 1.2997110 1.779375 1.0501226 1.0566432 1.6441639 1.433293 1.127655
#> [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 0.6482672 0.5266725 0.5433601 3.2310010 1.032517 0.843238 0.4011887
#> [2,] 0.8629181 0.9503112 0.6719542 0.7385218 1.953817 0.590359 1.2974434
#> [3,] 2.8634493 0.5607730 1.0070367 1.5009158 1.376390 1.664056 4.4864004
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 4.047813 2.010783 1.2381071 2.1609503 2.256682 0.9789302 0.7838534
#> [2,] 10.924710 1.145241 0.9560442 0.8563414 1.800078 2.6398172 7.9340194
#> [3,] 4.604004 1.204552 0.5185739 1.5184282 1.600124 2.6273404 1.3505113
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 2.3354180 2.128277 4.1710351 4.093057 1.353108 1.2282427 1.0607619
#> [2,] 3.5280367 2.051733 1.5847975 1.907181 2.729687 1.0187444 0.8204131
#> [3,] 0.8223594 1.219725 0.8097672 1.083470 1.256588 0.5365881 1.0079429
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 1.2144848 2.644243 4.2574777 2.3751670 1.290960 0.9857138 1.082092
#> [2,] 0.8142722 2.193015 2.3634824 0.9113376 7.114195 0.8253522 1.257022
#> [3,] 1.0510840 1.241558 0.7524976 0.9824665 1.895435 0.8678743 1.660940
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.5715506 1.8708996 1.0555781 2.177572 2.117854 0.4965039 1.637826
#> [2,] 1.2142245 3.4540128 0.7423577 1.091514 1.338320 0.5834953 1.140613
#> [3,] 0.9260228 0.7003114 0.3036485 1.633299 2.084305 1.6623988 1.845424
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 0.5943728 0.749249 1.551313 4.394471 0.2588075 0.9691991 0.4778893
#> [2,] 0.7059546 1.559272 1.031836 3.406149 0.9379294 0.5774890 5.2998221
#> [3,] 0.9447252 1.913560 2.438018 1.447468 2.0806903 0.6016985 1.0199236
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 1.0105809 0.4796255 1.1048835 0.5096542 0.6258886 0.7240831 2.1100769
#> [2,] 0.4883551 1.2442714 1.1714077 0.4968133 1.1090677 1.2867623 0.7121553
#> [3,] 1.7586386 3.1963330 0.5240815 1.0583715 4.3375108 0.4824605 0.3632715
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 1.3548137 0.9212148 1.568129 3.2808413 1.1392931 0.6270289 1.307225
#> [2,] 0.5084829 0.7682674 1.484338 0.9615557 1.3752236 0.4391250 1.958677
#> [3,] 0.5550558 0.8922484 10.273287 3.3643405 0.4177821 0.5108885 1.779126
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 1.2079704 0.9364984 1.961645 1.647804 0.5426568 1.526847 1.032749
#> [2,] 0.5642031 0.8526514 5.460203 1.702254 0.6626774 3.077426 1.139630
#> [3,] 1.2988151 0.7633847 3.101873 1.495513 1.1595258 1.193968 1.609833
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 0.4183891 1.436010 1.1568179 1.402583 0.5928939 1.398481 1.5260574
#> [2,] 1.0625524 1.019389 0.9780075 1.030396 0.4422864 1.404982 1.7675911
#> [3,] 0.7076170 1.036149 4.4382038 1.591580 0.5470063 5.073732 0.8408405
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 0.7492458 0.5294196 0.4795344 0.8808771 1.013692 0.7884702 0.5809037
#> [2,] 0.7393637 2.1381679 1.5557077 0.6448475 1.879741 0.3619461 0.9218364
#> [3,] 1.5353361 4.5978369 1.2880352 0.7916200 2.285737 1.4108204 0.5986916
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 1.081539 1.4243487 0.5524336 0.7447303 0.5950948 0.8258002 1.5743095
#> [2,] 1.607811 0.6891267 0.9197639 1.4840795 0.6673441 1.1815759 0.6276572
#> [3,] 2.603406 0.6275987 0.3767909 1.0282471 1.5941474 2.5256283 1.2701427
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 0.6583591 1.182008 0.7066830 1.507455 1.2142320 4.7995841 5.173381
#> [2,] 0.6613329 4.190391 1.3890661 1.359236 2.2498925 1.1599171 2.651712
#> [3,] 2.9360858 1.209662 0.5705839 0.590144 0.6823055 0.4759076 3.310405
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 0.6344393 0.9334635 0.3134624 0.4634043 0.6678806 0.7195401 1.0388412
#> [2,] 3.4182117 1.5207217 1.3730144 0.9200003 2.5128504 0.9427603 0.5762480
#> [3,] 6.1612820 2.1590963 2.3973294 0.6832064 1.4676937 0.9567365 0.6356605
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 2.022850 3.066538 1.1393674 1.301547 1.3028639 1.7939605 1.6053199
#> [2,] 1.898944 1.990065 0.6832651 1.385080 0.6974772 0.5866022 0.7407417
#> [3,] 1.178388 2.536970 0.7445716 0.757520 0.2833838 1.1294334 0.5293578
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 1.6324722 2.3513472 0.4001313 1.0625846 1.7041941 1.034637 2.0989634
#> [2,] 0.4196619 0.9798939 1.0929032 0.7229586 0.4162862 0.990466 1.0186135
#> [3,] 2.8021733 1.3917191 2.0152353 0.6674350 5.0162890 1.099315 0.5117611
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 0.7258898 1.135248 0.9025767 2.9838867 0.4949553 0.5273812 1.576407
#> [2,] 1.5216478 1.004279 0.7833989 3.8039050 0.8068452 1.3893345 1.647264
#> [3,] 1.0352699 1.690375 0.6598267 0.6225222 0.5142149 1.0658867 1.534303
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 0.5141673 0.5664696 1.312509 2.1414909 1.1974593 1.3049232 1.2189410
#> [2,] 0.8963769 1.0950152 0.594280 0.6841518 0.5493524 1.9165622 0.6214275
#> [3,] 0.3878007 0.6718484 1.627714 3.3720155 2.1467495 0.2539796 0.8583052
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 0.4404576 1.847662 1.068192 0.7399697 0.2798541 2.9491538 0.8147743
#> [2,] 0.7061464 1.521765 1.604417 1.1445835 0.4521251 0.7118079 0.7627645
#> [3,] 2.3796132 1.736850 1.240252 1.4198557 1.1166521 0.9501689 1.5818567
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 1.759475 2.791979 1.031304 1.4447675 1.937162 0.6151380 0.5608991
#> [2,] 1.077647 1.219332 2.650240 1.1431687 1.866291 1.0072689 4.0731040
#> [3,] 0.713259 1.426148 2.890338 0.3716598 5.487823 0.9700594 0.5917152
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 0.4971970 0.7183873 3.1298265 0.7369668 0.7330809 2.4509339 0.9622369
#> [2,] 0.9217162 2.2948024 1.3211145 1.4753094 7.0908847 0.4524239 0.7554346
#> [3,] 0.5289276 1.9658437 0.6381138 0.9940877 0.5628606 2.9235609 1.7225334
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 1.4596899 1.9369444 0.8097108 2.885421 1.1953108 1.5100938 1.660609
#> [2,] 0.4827575 0.9873944 1.6744612 1.608579 0.5217134 0.5282099 1.542274
#> [3,] 0.7496546 0.6978149 1.1710803 2.363515 0.3809339 1.1873637 1.054683
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 0.7335376 2.570430 2.431388 2.037628 1.548097 0.8222923 1.1835398
#> [2,] 2.5682792 1.135017 1.115839 1.393695 1.661549 1.3955474 1.3758645
#> [3,] 2.6533860 1.538608 3.229689 1.562663 1.633128 0.5858819 0.6576741
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.4525308 0.7259453 0.6346021 1.169456 1.693470 0.5478425 0.8059641
#> [2,] 0.5848167 0.4370617 1.5783237 1.504319 1.299507 0.7502389 0.3981807
#> [3,] 0.9343681 0.5520899 1.3243869 2.355736 1.086689 1.2905363 1.1150947
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 0.3844176 1.8714011 1.696363 1.0397479 0.521994 1.556241 0.9953165
#> [2,] 3.0820037 1.1968882 3.692739 1.1931928 1.095280 1.775169 2.7961619
#> [3,] 1.4021328 0.6602069 1.797487 0.6445592 1.747441 1.628093 1.4900486
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 1.794930 0.4187952 0.3944242 1.201454 1.0289347 1.332775 0.4747858
#> [2,] 1.353021 7.0605960 2.3956004 0.918489 0.4298335 1.050248 1.2577088
#> [3,] 1.277273 1.1545422 1.1580352 2.107755 1.1844408 1.040525 2.4683137
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 0.607053 0.3721135 0.6235137 0.9420246 0.8284582 0.6779859 0.9596904
#> [2,] 1.107455 2.7400503 2.1747870 1.2063524 1.9277517 1.4663860 1.6519594
#> [3,] 0.562713 0.8874590 1.1221785 3.7513678 2.2981586 1.7545699 0.5463471
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 4.813757 2.3643663 1.0472936 1.008851 1.3741178 3.6992144 1.518400
#> [2,] 1.149273 1.1586691 1.1660815 2.449086 3.8635451 1.9413479 1.656007
#> [3,] 1.238145 0.7740057 0.7388397 2.268001 0.8330445 0.6801648 1.236342
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 2.2256544 1.326103 1.331759 1.586583 17.638080 3.415134 3.1672541
#> [2,] 1.1269448 1.519176 0.651789 1.038084 1.365307 1.451263 0.6577144
#> [3,] 0.6614076 2.206236 2.044944 4.727033 5.019767 1.086506 2.6540819
#> [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 1.4061072 0.5895883 1.856146 1.5033823 0.6446237 2.190117 1.7668936
#> [2,] 0.5862078 0.7054423 2.564852 0.3322192 1.3069837 1.907784 4.0999350
#> [3,] 0.7883401 0.9322760 2.227501 0.4498731 3.6935041 2.532467 0.8104233
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 3.8677947 1.198732 0.4014194 1.2347385 0.6600379 1.023059 0.5093589
#> [2,] 1.2311434 1.242923 1.7483059 1.8063505 0.6395515 1.469171 0.5363982
#> [3,] 0.9299161 0.477914 1.5060612 0.4206195 0.7673451 1.384647 1.2809110
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 1.918142 1.7382059 1.9765748 1.3804029 1.684913 1.439271 0.8391087
#> [2,] 1.418378 2.6118391 0.7702387 0.6590852 4.211156 2.041881 0.6265654
#> [3,] 2.769699 0.7988796 11.7724371 0.8497785 1.016889 1.772460 9.8632159
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 0.9572357 1.5208047 0.4283734 1.216599 1.160581 0.6093667 1.122995
#> [2,] 0.6793882 1.3822657 1.3993922 0.745737 1.258632 0.6762673 1.135636
#> [3,] 0.8535089 0.5768836 1.3869938 1.017961 1.018057 1.0659252 1.289134
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] 2.538903 0.6995467 1.196092 0.9572363 0.6101099 2.0122286 2.9832580
#> [2,] 3.523025 0.8562343 1.576334 1.1970667 0.9733000 1.0574376 1.3576229
#> [3,] 1.448148 1.1866448 1.322247 1.4973779 0.7302047 0.4412038 0.8387626
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 4.146336 0.5585844 2.5557079 0.9744033 2.421169 0.6811194 0.4697115
#> [2,] 1.437308 1.1636708 0.6745031 2.6689862 1.209445 0.7984680 1.9087715
#> [3,] 2.118935 0.3298570 0.6567774 1.2193118 2.601929 1.5861089 2.5238658
#> [,303] [,304] [,305]
#> [1,] 1.8264658 0.8912737 0.7511791
#> [2,] 0.8618212 0.6631375 1.7518847
#> [3,] 0.9007336 1.1446407 1.1610274
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.4293487 0.6263329 3.5252595 0.5527101 2.304441 0.6045332 0.8691894
#> [2,] 3.5143056 0.4076898 0.8408051 0.8781407 1.312335 1.6261266 1.2419646
#> [3,] 3.5002072 21.1868508 1.6344872 2.0444191 1.013327 4.9592663 3.3041395
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 4.671518 2.259951 3.633636 1.8215779 3.199529 1.213015 2.027367 1.548386
#> [2,] 2.456610 1.634304 3.148397 0.9845040 8.098739 4.323011 12.684776 1.376712
#> [3,] 2.035771 2.388359 2.301365 0.8295638 1.749315 1.788044 3.479265 1.895955
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 0.9646212 1.2910903 0.4706593 1.7721734 0.5613447 1.467419 2.873708
#> [2,] 0.6201810 1.5413870 1.3430987 1.1234270 1.2196324 0.645617 1.528755
#> [3,] 9.4380557 0.6878891 2.2294732 0.5614109 1.3866548 2.489961 1.822609
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 0.8305896 0.5418562 4.485499 0.8078530 3.617530 2.359188 1.4050976
#> [2,] 3.1431753 0.3535533 1.657521 0.2633001 1.327126 1.470082 0.6309246
#> [3,] 0.6990180 9.7065058 1.882890 3.3203947 1.493631 0.587315 0.7556481
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 1.5608600 1.938236 1.0300384 0.8288321 0.7933421 2.5906188 0.7949912
#> [2,] 0.4405156 1.354398 0.5368547 0.8003360 1.2672918 1.1818424 1.0352639
#> [3,] 1.5341756 1.656196 0.6211549 0.7819812 0.4980189 0.3352265 0.7126950
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 0.8186157 0.7687426 0.9154296 1.1985974 2.465127 1.4049668 1.8604830
#> [2,] 1.3475334 2.1139125 2.2562391 0.6526688 2.785022 0.5020439 0.8493847
#> [3,] 1.1981190 1.2317987 0.3832841 0.8934515 1.271825 1.1202807 1.6893719
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 0.7451206 1.1664867 0.7912842 1.470671 1.1769569 1.4128347 2.8852202
#> [2,] 2.7478323 0.5103064 0.7104788 1.054189 1.6330234 0.7586395 0.9818279
#> [3,] 0.5171188 2.8648855 2.2567634 2.002008 0.7321384 1.5658134 0.5263247
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 1.0753947 1.1543377 0.8975466 1.1456371 1.6682004 4.942238 0.8455504
#> [2,] 0.4500595 0.9540059 0.4023735 0.6895221 0.7822283 1.066433 1.0370328
#> [3,] 1.5830466 1.0425752 10.8103322 1.0346239 1.8679159 1.548125 0.4408624
#> [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 2.7254796 0.7019024 6.3638013 0.7431506 0.8890384 3.8003977 1.023938
#> [2,] 0.9896242 0.6760595 1.6420680 2.3637263 0.8697605 0.5228369 3.179779
#> [3,] 1.1016389 0.5950297 0.6623319 0.9074723 0.4781536 0.7142808 1.181282
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 1.0394546 0.7568788 0.6657790 1.0740693 1.025894 1.3721507 2.5016976
#> [2,] 0.7671349 0.7089523 1.0626692 0.8336251 1.277183 3.4925555 3.0115282
#> [3,] 4.9637173 2.4259089 0.5500878 1.1203318 4.782679 0.9111104 0.6202558
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 19.4651755 0.7822903 2.448276 1.1627415 1.3222717 3.0560275 1.146255
#> [2,] 0.3239316 0.6296945 1.105729 0.8430343 1.0871222 0.8885924 2.015139
#> [3,] 1.0935498 0.5107913 1.213889 1.0173864 0.8443912 2.1047371 3.865018
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 1.8569681 1.0185314 2.2771038 2.3259897 1.1248739 0.8572139 1.477376
#> [2,] 0.5053305 1.1675940 0.5448834 0.7139002 0.8200421 1.2246821 1.013874
#> [3,] 2.1963659 0.8295326 0.8049580 1.7488397 0.8340101 4.9777089 1.150703
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.6832336 0.8276542 0.9524002 0.4025578 0.7255239 2.4521255 1.4048012
#> [2,] 1.1680319 0.9739616 1.8561719 0.7082602 2.2862945 1.0603907 0.8531863
#> [3,] 1.1126430 0.8225679 1.4096173 1.3076698 2.2293757 0.6450803 4.0537825
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 0.5087984 0.8417874 1.181042 1.1931492 1.2078904 0.5925915 1.4478981
#> [2,] 3.7508821 1.4137348 1.113805 0.3793004 0.9049915 1.2169535 0.7551522
#> [3,] 1.1411016 1.0463998 1.351529 1.9591998 1.0718177 3.7505432 0.5014181
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 0.6757101 1.824338 1.6426179 0.7119441 0.7079392 0.5743637 1.310255
#> [2,] 0.7206619 3.695557 0.9310327 0.7411049 0.4609542 0.8669987 1.414685
#> [3,] 3.2355053 1.729452 0.6621036 0.4374900 0.6962983 0.4020115 1.434734
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 0.7778242 0.7352728 4.547060 8.245675 4.7990954 0.7225039 0.556702
#> [2,] 1.5592555 0.5476462 5.064736 1.499368 0.6542948 2.7412177 2.020717
#> [3,] 0.5980840 0.9293657 19.947566 5.358013 1.1327372 1.0779341 3.428047
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 1.9100345 0.6538399 1.0679203 1.2440610 0.3762090 15.8389424 0.9028392
#> [2,] 0.3968974 0.4326028 1.2845652 0.6174597 0.8567502 1.7155377 2.4830720
#> [3,] 0.6081245 1.4854734 0.4523073 0.6969604 1.1813024 0.2634395 0.9754368
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 0.7359849 0.7266158 3.372776 1.287671 0.3589149 0.5217305 0.5618384
#> [2,] 1.0429509 0.3228682 2.615259 1.899309 1.0057856 1.1731370 1.0661303
#> [3,] 1.4339266 1.2753151 0.458381 1.491382 1.5603234 1.1132063 2.8182315
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 0.8820434 0.3817944 2.1522676 0.6812042 2.1392731 0.4716449 0.6795321
#> [2,] 0.8187183 0.8422428 1.1286535 1.0230210 1.0581572 0.6195521 0.8305049
#> [3,] 0.4892690 1.6533177 0.7257933 3.4764022 0.9349757 3.0946763 0.9771397
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 1.618425 0.8977794 1.8239476 1.678490 0.7289095 0.8025416 1.5954810
#> [2,] 1.959992 1.3472138 0.3479819 2.597737 0.9778455 2.0112414 1.0984313
#> [3,] 2.607270 2.6390300 1.3438898 3.062809 1.3661994 0.5848191 0.8330608
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148] [,149]
#> [1,] 1.368781 1.077664 0.8988477 1.4763667 1.537023 1.0186981 1.022833 2.430922
#> [2,] 1.086217 5.700258 1.1340461 0.7265497 1.291551 1.2958732 1.125893 2.131716
#> [3,] 2.155288 2.576303 1.2358482 1.2420429 2.079220 0.6760416 1.226436 1.160003
#> [,150] [,151] [,152] [,153] [,154] [,155] [,156]
#> [1,] 1.571039 3.8529092 2.8250940 1.2911442 0.5637136 1.517463 0.7488063
#> [2,] 1.718472 1.0566094 0.9930680 0.8882173 0.5294346 1.719152 0.6014081
#> [3,] 1.253036 0.5518037 0.7810285 2.3030061 1.0800872 1.176463 1.0871515
#> [,157] [,158] [,159] [,160] [,161] [,162] [,163]
#> [1,] 0.9516810 0.9446624 1.2094665 0.7737283 0.6981678 1.0166475 0.6197517
#> [2,] 1.7310572 0.6480214 1.0339339 0.7228191 1.0094846 0.4334758 1.0463053
#> [3,] 0.9978625 2.0144400 0.4633613 1.0774247 0.8355017 0.3103498 1.1137630
#> [,164] [,165] [,166] [,167] [,168] [,169] [,170]
#> [1,] 0.9943064 1.978597 0.7430459 1.203342 2.3148984 1.376131 0.9296320
#> [2,] 0.4979547 3.855334 0.9228030 1.168690 0.9521426 2.258098 0.6814249
#> [3,] 1.7675643 1.393259 0.2464777 1.706233 1.3691223 1.604043 3.0316204
#> [,171] [,172] [,173] [,174] [,175] [,176] [,177]
#> [1,] 0.3906662 0.5783522 2.013621 0.6563931 3.413991 0.8992109 0.7201126
#> [2,] 1.1393169 2.6808266 1.928426 0.8668416 1.353957 0.7528282 0.5981469
#> [3,] 1.1147641 0.3390702 1.765231 0.4707096 0.873705 3.7057104 0.9058652
#> [,178] [,179] [,180] [,181] [,182] [,183] [,184]
#> [1,] 1.4335401 1.0760875 0.5904467 0.3272182 0.8870904 0.8481334 1.731248
#> [2,] 0.9975893 1.1596740 1.2314964 2.0145729 0.5559965 0.9769321 2.904400
#> [3,] 3.5334816 0.9351518 2.0026404 1.3371387 0.6146715 0.5846080 1.723524
#> [,185] [,186] [,187] [,188] [,189] [,190] [,191]
#> [1,] 0.5891447 0.9639669 0.9032853 0.8601736 1.116784 0.5545376 1.2735587
#> [2,] 0.6225930 0.4240129 0.9091858 1.0844600 1.069581 1.4052317 0.6943371
#> [3,] 0.6235079 0.7113519 1.2826925 1.7616258 0.753876 0.4616671 0.6635605
#> [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 1.106071 1.898160 0.9042630 0.2311738 0.7154341 0.7491992 0.8872897
#> [2,] 3.580457 2.091916 0.6676399 2.0018741 1.4306231 0.8204952 1.9548961
#> [3,] 2.131830 1.947696 1.4959628 0.7319927 1.1248262 0.4257780 0.7078241
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205]
#> [1,] 1.5583804 0.7999387 0.9690964 0.4813157 2.0038879 0.7362452 0.9863208
#> [2,] 0.3169093 1.0808430 2.6292963 1.0527693 1.1264779 0.9791632 1.6390123
#> [3,] 2.4493903 1.8844364 1.4959573 0.8208660 0.7061682 0.7128207 0.7304353
#> [,206] [,207] [,208] [,209] [,210] [,211] [,212]
#> [1,] 0.9052128 2.668091 0.3820887 1.190363 1.339802 1.9009821 0.7976109
#> [2,] 0.8701812 1.009125 1.8904251 4.426678 1.732644 0.5872428 0.6160965
#> [3,] 1.4053697 3.054751 0.7817963 1.374789 1.440789 2.4806116 1.2123662
#> [,213] [,214] [,215] [,216] [,217] [,218] [,219]
#> [1,] 0.5827785 2.534667 1.783658 2.358905 1.3991637 1.090145 0.8148614
#> [2,] 1.1381319 4.202335 1.028086 1.743241 0.7109048 1.645564 0.6831752
#> [3,] 2.0050675 3.319391 5.551313 4.444658 0.6599668 1.627098 1.3901839
#> [,220] [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] 2.1335433 0.5865375 0.6324689 1.408471 1.507973 1.4076841 0.8532280
#> [2,] 0.9214607 1.4737356 3.0058438 2.859154 2.725632 0.9621777 0.6040305
#> [3,] 1.0953200 0.7804162 7.3513403 1.225807 1.565743 1.4552593 0.9973459
#> [,227] [,228] [,229] [,230] [,231] [,232] [,233]
#> [1,] 0.8605886 0.8030694 2.471112 2.310569 1.309219 2.6166828 0.9170074
#> [2,] 2.7854359 0.5784531 1.220268 1.963724 1.033967 0.5522766 1.1858535
#> [3,] 1.0756634 0.5343715 6.074359 0.531117 1.117486 0.4703384 1.4579432
#> [,234] [,235] [,236] [,237] [,238] [,239] [,240]
#> [1,] 1.672688 0.4995352 0.7806316 0.6496956 2.0471523 0.6665611 1.3308463
#> [2,] 1.486233 0.3741331 0.9193678 6.7437355 0.9356389 1.3660894 1.6858255
#> [3,] 2.141737 0.7136204 0.6510872 1.9697144 0.6840449 1.3922514 0.8598732
#> [,241] [,242] [,243] [,244] [,245] [,246] [,247]
#> [1,] 1.2350646 3.9155753 0.9188168 1.943057 1.468295 1.178714 1.1657644
#> [2,] 0.5600554 0.9523096 1.4247978 4.551833 2.762686 2.614657 0.9818550
#> [3,] 3.1661905 0.5965943 0.8949667 2.370948 1.367543 1.692397 0.5787157
#> [,248] [,249] [,250] [,251] [,252] [,253] [,254]
#> [1,] 1.7850990 1.385180 1.710291 0.8286988 1.1849293 3.020632 0.7193122
#> [2,] 0.9005207 3.410960 1.089775 1.1040195 0.5319285 0.898968 0.7503595
#> [3,] 0.4104691 2.377677 1.850720 1.3350068 2.0126828 3.871157 0.7637802
#> [,255] [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] 8.839306 0.5955437 0.6205576 4.961907 1.3191310 0.9603554 2.6569497
#> [2,] 2.017311 1.0045902 1.2893785 1.789975 1.4029426 1.3138018 0.9049762
#> [3,] 1.148718 0.7892958 2.1496395 1.181229 0.7965013 1.2865508 1.6286497
#> [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 0.8795325 1.3412657 0.3947614 0.4617953 1.403219 1.955024 0.8500285
#> [2,] 0.5554494 0.5862771 4.2902414 0.7543590 2.432671 1.208107 0.9703662
#> [3,] 2.7200718 1.1133098 0.8880278 0.6424783 2.474184 1.343589 3.3664266
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] 2.3138601 1.285324 0.3790431 0.5242733 0.7344054 0.6649577 0.9448993
#> [2,] 0.7370269 2.158369 0.7225600 0.9631118 1.2348279 0.7144369 0.8645024
#> [3,] 0.9076134 1.237295 0.4240819 1.1921212 1.1172525 0.9786909 0.9476470
#> [,276] [,277] [,278] [,279] [,280] [,281] [,282]
#> [1,] 3.2847590 0.8851686 0.8382718 1.428496 1.2568414 3.4882435 1.1771810
#> [2,] 0.7269367 1.4258097 0.4249683 1.459450 0.7512233 0.7151088 0.4306140
#> [3,] 1.6870316 1.5430204 0.9536951 1.431693 0.8656070 1.0751343 0.6594543
#> [,283] [,284] [,285] [,286] [,287] [,288] [,289]
#> [1,] 5.117827 1.0688897 0.7912563 0.5186187 0.8142713 1.1336122 0.4858149
#> [2,] 2.299832 0.9221043 0.6043012 0.7855213 0.5607530 0.7043519 3.0006509
#> [3,] 1.244685 1.0518971 0.4217795 0.7276720 0.8943354 1.6454141 2.1377199
#> [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297]
#> [1,] 2.024719 1.513844 0.9892267 1.147320 3.024484 0.6209280 1.2976418 4.891173
#> [2,] 1.994481 1.036223 0.6786385 1.638892 1.478173 0.3940944 0.7867380 4.645590
#> [3,] 1.700050 5.422726 2.1265379 1.570488 1.111518 0.6089850 0.9920772 1.089656
#> [,298] [,299] [,300] [,301] [,302] [,303] [,304]
#> [1,] 0.4471788 0.9781987 0.5768268 0.6024161 3.7224304 0.8694369 1.7622203
#> [2,] 0.6919883 1.0040009 2.7583667 1.4578833 0.8833812 0.9358669 0.5961885
#> [3,] 0.7981430 0.8419674 1.1855084 1.0535955 1.3910504 5.9608997 1.4944920
#> [,305]
#> [1,] 1.3782800
#> [2,] 0.7281811
#> [3,] 0.7227140
#>
#> , , 6
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.6711528 0.4087689 1.8714246 1.9711978 0.7123919 1.170317 1.701144
#> [2,] 1.5147569 1.0597090 0.5109536 1.0833840 3.0616152 2.387976 1.076197
#> [3,] 6.0725250 1.8076711 0.6111894 0.7832611 0.5859121 1.938507 1.542615
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 6.391365 4.104796 2.267042 1.333267 1.235495 1.180717 2.611970 1.701502
#> [2,] 5.825271 5.199014 2.873523 1.063673 4.533790 9.901287 6.624404 2.656849
#> [3,] 1.757597 1.283425 9.447200 2.260805 3.500468 1.869564 1.584981 2.120265
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 2.062688 0.9766161 1.1823582 0.8172647 0.8040122 2.492875 3.5938202
#> [2,] 1.395228 0.8224616 0.7662536 1.9670474 1.7730919 3.982847 0.8216677
#> [3,] 1.599762 0.8745257 1.0544170 1.4264564 0.5361651 1.787883 0.6937905
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 10.6103800 0.7309931 10.5905946 1.1861103 2.4560918 1.794336 3.5218751
#> [2,] 0.7187859 1.4949676 0.6810838 0.6918435 0.9413467 1.605410 0.7994912
#> [3,] 1.1488616 1.1397504 0.8497849 1.6985278 1.5214719 3.411850 2.2181553
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 2.315761 1.8638664 1.4929716 2.1709351 1.6709533 1.7062099 1.3263994
#> [2,] 1.053179 0.6736197 1.3950678 2.6555474 1.8134106 1.3995072 1.3596913
#> [3,] 1.023245 0.7532543 0.3952898 0.7804629 0.4839113 0.6825377 0.6402596
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 0.8655927 0.5763901 1.1395435 0.5998826 1.1792327 2.1588647 0.7970968
#> [2,] 0.6677720 1.4635740 1.0214214 0.5208918 1.2975663 0.5303807 2.0799994
#> [3,] 0.6186912 3.0542061 0.4260728 0.4126800 0.8351285 1.7765796 0.9971529
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 5.499854 1.0483435 1.3124368 2.703149 1.330699 0.7389869 0.9605715
#> [2,] 2.250435 1.1358304 1.6194709 1.666786 1.804462 0.7024878 1.9931903
#> [3,] 1.817608 0.8112752 0.2656067 0.633662 1.431051 2.1657423 1.7781186
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 1.2813151 2.7428610 1.4345070 1.5346193 1.049789 0.9571152 0.8235333
#> [2,] 2.9306918 0.3407486 0.6508102 0.8030614 1.034007 1.3288387 1.3612838
#> [3,] 0.7447058 2.4627415 0.5873101 1.1921597 2.129774 2.2222667 2.6285883
#> [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 2.4167376 0.8286803 1.0365020 2.6987942 0.6943232 3.366281 0.5864564
#> [2,] 0.6068843 0.4144056 1.6552749 1.7091576 0.8226542 1.364302 0.5761174
#> [3,] 0.5820643 1.1627341 0.4024644 0.7731212 1.1102684 1.222382 3.9682221
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 0.9822419 1.4014869 1.3080110 1.453997 2.895318 0.8889748 1.768472
#> [2,] 3.6244153 0.9984984 2.6369234 2.004680 2.943043 3.0473939 2.953041
#> [3,] 1.5494471 1.2215095 0.6662518 1.624108 0.859924 1.3178578 2.696268
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 4.2528612 0.9821343 1.2105306 1.8366145 1.8900995 1.7781158 2.3855082
#> [2,] 0.7107526 1.2110855 0.7879449 0.9033174 6.6871906 0.7208872 0.8323204
#> [3,] 0.9926241 1.2934161 1.4163491 0.4466555 0.9648837 1.9191678 0.6349063
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 2.0566910 1.146405 2.1799379 1.957189 1.0731856 1.091220 0.5279073
#> [2,] 0.2907606 3.702831 0.8657797 1.042952 0.5728786 2.871018 1.3994535
#> [3,] 0.8217030 5.302830 0.6523735 3.718457 1.8481543 1.626583 1.2023764
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.8272761 0.6499126 1.6360713 8.019553 0.6631444 0.9001861 2.1103735
#> [2,] 0.6547607 0.8412556 0.2801708 1.175825 2.3216287 2.2493048 0.5091205
#> [3,] 1.7980589 3.3950378 2.3273662 1.225581 6.3431368 1.4010386 1.9478122
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 1.1619627 0.7982659 1.7157387 1.970310 0.8441652 4.048821 1.8401256
#> [2,] 0.6136935 0.5635144 1.0036288 1.454605 1.1604510 1.760581 0.6450601
#> [3,] 0.6990364 2.0734899 0.3305124 2.178319 0.6296915 2.771285 1.0512587
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 1.2747151 1.5580124 1.364150 4.414190 0.5356592 0.5194714 2.7933073
#> [2,] 0.8410823 0.8536995 2.473977 2.951923 0.4625666 1.6139838 2.2291785
#> [3,] 0.7937576 1.2919851 3.034504 1.561967 1.7649566 0.5231592 0.7060375
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 1.7674555 0.4751646 5.626698 8.926594 1.669337 1.5018741 0.4658052
#> [2,] 0.5204548 0.6013484 6.297073 4.681052 0.468281 0.7603185 0.9248910
#> [3,] 2.3709384 0.5876875 29.469475 2.342491 0.506972 1.2179623 1.1088267
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 2.4156418 0.5587294 1.502854 1.3297888 1.317596 3.204526 1.7734738
#> [2,] 0.3205867 0.5562846 1.442124 0.8330063 0.894535 1.714556 0.9699384
#> [3,] 1.9810509 0.5791296 1.091349 2.1800015 4.640853 2.447553 2.6047385
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 0.5794623 0.6771098 0.8443091 1.6034200 0.5963597 1.1311479 1.788278
#> [2,] 0.4286403 0.8260676 0.3431890 5.8418222 1.1855235 0.7793049 1.505500
#> [3,] 0.9600314 0.6401410 0.8110847 0.9762932 7.6475626 1.3594553 3.043291
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 1.142245 0.4992820 1.4696968 1.3397892 0.8836793 0.8664369 1.495277
#> [2,] 2.005251 0.5154815 0.6628772 0.4609995 1.9320353 0.6591753 1.057863
#> [3,] 1.564073 1.8418415 0.4559123 0.6123813 2.1693672 1.2385691 2.014399
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 0.9835140 0.9299323 3.385416 0.6832793 0.4540440 1.235271 1.2533075
#> [2,] 0.6867325 0.4529809 1.135126 1.3239365 0.7596860 0.515612 5.6663344
#> [3,] 1.1789997 1.5557734 1.368657 2.5672920 0.5827297 1.763518 0.8547739
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 4.866142 2.4960914 0.6104040 0.9818753 0.829473 0.6388151 0.5652178
#> [2,] 1.595097 0.8637405 1.5254659 0.8990214 5.523332 0.9436492 1.0734718
#> [3,] 1.189232 4.5791754 0.9987402 0.2848368 1.380183 0.4181680 2.4328699
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 2.162080 1.9196790 0.4745595 0.7610419 0.7196298 0.4534882 0.6218445
#> [2,] 4.569390 0.8585149 1.2984668 5.7763210 0.6604318 0.5575144 1.3468028
#> [3,] 1.232538 4.5373966 1.1795636 0.5997669 0.5601164 0.9902886 5.6146933
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 2.2512115 0.7132535 3.155729 1.0263744 1.776970 1.0634719 0.5861835
#> [2,] 1.3723502 1.4486287 1.064292 1.4690806 1.415867 0.8082863 1.6788362
#> [3,] 0.8317372 8.3942287 1.237115 0.9378346 1.073899 2.3699985 0.5042373
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 4.537161 0.7016890 0.6065947 0.6757476 0.6306955 0.3672026 0.3076795
#> [2,] 1.839453 2.1551537 1.3931595 0.7303334 0.4240412 0.7826495 1.0472435
#> [3,] 4.944638 0.7676871 0.7614313 0.6806291 1.2250403 1.2849005 0.7667017
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 1.352133 0.9942219 0.8946053 0.6655733 1.7237781 0.7781390 2.464824
#> [2,] 2.076926 1.8660684 1.1576433 1.0939164 1.8525190 1.2760392 0.614382
#> [3,] 6.114354 6.1394041 1.4050601 0.8817374 0.5424148 0.5317054 1.924948
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 0.6764287 1.054281 2.0069810 0.6184929 1.0228642 1.3537093 1.4485262
#> [2,] 0.6549239 1.112243 0.6486014 1.1030321 2.5597179 0.6626672 0.5101688
#> [3,] 2.0935274 1.171813 1.4499828 0.8301533 0.5559298 0.7979257 1.2873471
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 1.331125 0.6564110 1.7346963 1.4426326 0.9203008 0.8190894 0.8653765
#> [2,] 1.733219 0.6535349 0.9941709 2.3776889 0.8282819 1.0290415 0.4905560
#> [3,] 2.132128 0.4773455 0.8968145 0.7577636 0.8795773 1.0859884 1.1923933
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 0.3407483 0.7846922 1.6326578 0.5245896 0.6570047 2.4634448 2.0630010
#> [2,] 0.5649961 0.3188929 0.8277797 0.7676715 1.0386784 1.3638756 0.7995332
#> [3,] 0.9526013 1.5287855 0.7290157 0.8672805 0.4905978 0.4180919 0.4897239
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 0.7041497 0.3721270 1.7272704 1.1150845 1.114274 1.433092 0.6791451
#> [2,] 1.4510490 1.2276840 2.0148422 0.7545770 1.480262 2.912692 0.5567208
#> [3,] 1.0782447 0.9709274 0.6493819 0.6618977 1.341691 1.286651 0.6883682
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 2.461117 1.1659989 0.9839174 0.4700017 1.9838693 1.524991 1.677805
#> [2,] 1.590734 0.5785458 0.6487519 0.8785812 0.4463376 1.724200 3.000846
#> [3,] 1.321007 0.9253635 1.9579529 1.4457849 0.9655727 1.890787 1.797308
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 0.6622221 0.7794161 2.401858 0.7850754 1.054675 2.2721580 0.4247681
#> [2,] 0.9121094 0.5735377 2.877862 0.5838404 4.313442 3.0062210 0.5601515
#> [3,] 1.7232756 0.5583634 1.810806 2.3774587 3.138781 0.6841715 0.4606965
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.5931162 1.302373 1.1249733 0.8429399 1.357690 0.6665281 0.9517767
#> [2,] 0.9134292 1.091607 1.1851379 2.3958307 3.064938 2.0521044 2.1936559
#> [3,] 0.8628553 1.488930 0.9467888 3.2146334 1.360000 2.2633414 0.5850394
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 1.351238 1.8073305 0.8331342 1.203142 0.6421476 2.810179 1.1212668
#> [2,] 0.749947 0.6377021 1.0737684 1.413352 0.8426982 2.801268 0.4504058
#> [3,] 1.162372 1.3787439 0.9034262 0.226322 0.9291585 1.072289 0.7735147
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 4.1971302 4.6402233 3.7588140 0.7937866 0.6736388 0.4242132 0.9105593
#> [2,] 0.4684342 1.3502568 3.6734882 1.7591773 1.0255663 0.7474984 0.8591682
#> [3,] 3.6837957 0.7188473 0.8836428 2.7510278 0.6868282 1.2721675 0.8702545
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 0.9262701 0.5375309 1.2590421 0.3539051 5.615802 1.632498 2.683380
#> [2,] 1.5839831 5.9504651 1.4116706 0.9760859 8.709911 1.362696 1.062918
#> [3,] 2.6646012 0.8869473 0.9437323 0.3969175 4.378997 1.022281 0.787880
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 0.4892461 2.5222848 1.1094121 1.1688694 1.8015860 1.1731644 3.403274
#> [2,] 0.7696154 0.7184932 0.3719331 1.5192774 0.7276550 1.0882069 1.445767
#> [3,] 3.0634946 0.9938370 1.6876650 0.7087319 0.6249626 0.7117906 1.621188
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 1.1618736 4.6432829 0.4392016 1.5277922 0.6668561 1.355219 11.4700641
#> [2,] 3.2432660 0.5178993 0.7449006 0.8001032 1.6144271 1.330939 1.5506812
#> [3,] 0.8835671 2.7154652 1.3797798 0.8101113 2.6240496 1.594515 0.5879153
#> [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 0.882946 0.6668959 3.9877819 0.5848944 1.1904875 0.7291379 0.6459369
#> [2,] 1.597787 0.6521663 0.7690777 4.7064029 0.8369186 2.2416884 0.4442736
#> [3,] 1.034116 0.8413116 1.5711083 1.1409028 1.4525197 0.7668422 1.1882098
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 0.6217067 0.7613754 1.6631234 0.6130298 3.4368700 0.6452376 3.4818418
#> [2,] 0.4843039 2.2185506 0.5286627 4.4548530 0.8490399 0.9378830 0.9078697
#> [3,] 2.4598379 1.0919980 0.6165587 3.4499239 0.5418571 0.8457578 1.0969662
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 0.4555458 0.5542504 0.3260329 1.0167315 0.9554874 0.5090864 0.7016408
#> [2,] 0.4593723 0.9302576 0.4246453 0.9097326 1.7024482 1.8313769 1.1728668
#> [3,] 1.2801289 0.8789717 0.9750612 0.9910636 1.7065399 0.9824419 2.0380068
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 0.8003651 2.6898052 0.5781531 0.7379549 3.5686254 0.6970586 3.8929058
#> [2,] 0.8818321 0.5895876 0.9304735 0.6292278 2.1099818 0.5207097 3.0413125
#> [3,] 5.4352299 1.1970172 2.0671589 0.7955686 0.4115852 0.5898236 0.8938969
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] 2.636835 1.094298 3.2052179 0.7207311 0.8992503 0.8521568 1.2437576
#> [2,] 3.585731 1.587828 1.9427059 0.7783103 0.5567112 0.8531607 0.6087623
#> [3,] 2.678884 10.088260 0.8164758 3.5739206 0.5855737 0.7777922 2.7118912
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 0.3334362 1.0087770 0.4530016 0.7726939 2.668928 0.8313662 1.571144
#> [2,] 1.3352244 0.9911329 1.2135278 1.2772128 1.511094 1.6118615 1.221037
#> [3,] 1.6662815 1.3220027 1.4309710 1.3916818 1.956239 0.7342065 5.341739
#> [,303] [,304] [,305]
#> [1,] 1.2641364 1.017210 0.3340022
#> [2,] 0.7416592 2.443391 0.8461926
#> [3,] 1.9581075 1.670055 0.6233109
#>
#> , , 7
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.145021 2.0099749 2.0537312 1.4679690 1.235481 1.3469646 0.9380457
#> [2,] 1.596347 0.6880152 0.6578033 2.1384287 1.752830 0.3644551 1.6689378
#> [3,] 3.767947 2.0312765 0.9710956 0.6824828 0.979407 1.9887200 2.2036838
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 8.409734 0.985696 4.478296 1.521112 3.499564 0.7587689 0.9675591 2.169513
#> [2,] 4.210572 1.691045 2.804864 1.069101 9.206164 8.1726830 5.0155172 12.140072
#> [3,] 2.639447 0.811154 0.977675 5.508744 9.919161 0.9143467 0.8616566 5.682358
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 1.710972 0.7567086 0.6055076 1.0595915 2.6094171 0.9964205 0.6761920
#> [2,] 4.287895 0.5005808 1.4004087 0.5669797 0.5446351 1.3289086 0.4522412
#> [3,] 1.631238 1.2311329 0.8306470 0.8517848 1.2706714 1.6111030 1.8182452
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 0.6470051 1.114557 1.3202200 0.8295621 3.295255 1.788704 1.7243955
#> [2,] 1.0468384 2.787482 0.7907889 8.3972286 1.456057 0.675936 0.6205798
#> [3,] 27.9329231 5.577832 0.7825809 1.8706155 1.613210 2.630098 0.5472117
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 5.207004 2.530116 1.2964198 1.343998 2.340791 3.5526957 1.7603006
#> [2,] 3.831974 2.478957 3.5800923 28.429065 0.464513 0.8499251 0.5762776
#> [3,] 1.506194 1.191652 0.9649978 0.719223 1.015062 0.6197411 0.8704333
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 1.4216760 0.5086583 2.5109375 0.6110276 1.412726 2.5592956 0.8501114
#> [2,] 1.5840980 0.3686298 2.4529678 0.5773611 4.592928 0.4515193 0.4263565
#> [3,] 0.8865406 0.4357720 0.9599126 1.0759318 1.240611 2.3664089 1.4681311
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 2.518958 1.0774289 0.8985802 1.1977278 1.6054579 2.0377850 0.3455524
#> [2,] 1.205485 1.3604044 0.4401945 0.5906637 1.3041389 1.3629218 3.4925117
#> [3,] 1.268823 0.8565566 0.6980662 1.4806894 0.5104123 0.5281054 0.7599557
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 0.585904 0.4858544 1.4062372 1.017980 0.9670410 1.6345484 0.8449088
#> [2,] 2.330506 1.3445240 0.7843792 2.075017 0.8490024 0.9820337 4.0343595
#> [3,] 1.392442 1.9805291 0.7160546 1.891480 2.7336715 0.8895283 0.7284987
#> [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 0.9686158 1.0148723 1.3665060 0.5519822 1.0276254 2.4614607 0.4412211
#> [2,] 0.8475505 0.9735788 0.8880611 3.0131796 1.9837331 0.7152282 1.3719083
#> [3,] 0.6524548 4.5067335 0.9569587 0.8546937 0.5458149 0.8450681 3.6845345
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 0.6075213 3.4732998 2.9902234 2.3532612 0.7729040 0.5300726 1.262351
#> [2,] 1.4416575 1.2532312 1.0644494 1.6000735 0.7133284 1.1466205 1.300453
#> [3,] 3.8282794 0.4237975 0.8428746 0.5713056 2.1186682 2.2498326 2.161382
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 4.858269 1.5290961 1.6409758 2.247844 1.974193 1.2569522 1.1388435
#> [2,] 1.773302 0.2191624 1.8550584 1.095732 1.481099 0.8147927 2.2850266
#> [3,] 4.013054 1.1116573 0.5098803 1.288431 0.410896 0.6372539 0.6306315
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 0.5478911 1.904748 2.750971 0.9803167 0.7287114 2.2688336 1.2754242
#> [2,] 0.7644733 4.519342 1.206952 0.5462102 1.0103843 0.6956164 1.1230760
#> [3,] 0.5444515 1.529091 1.082473 2.0538848 2.2926220 0.8918374 0.6123798
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.8230326 1.563342 0.5489078 0.6055501 1.8540059 0.5286831 0.5864880
#> [2,] 1.8507041 1.029925 1.2062421 1.8288047 7.4637990 1.3372777 0.6377897
#> [3,] 1.4300373 1.018575 1.4461690 0.4416596 0.5947053 4.6019827 1.6502995
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 0.6711755 1.4031406 2.5258666 1.618480 0.6277202 2.2669624 4.850090
#> [2,] 0.7876103 0.3860207 0.7659821 1.048721 0.5053765 3.3623697 4.316413
#> [3,] 0.5995548 1.8983812 1.0201007 5.499309 0.8649930 0.9708186 2.035737
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 2.0116820 1.3575617 2.0199780 0.8202646 0.6728778 0.5426420 0.3966665
#> [2,] 2.1788181 0.8499591 3.8055047 2.2325032 1.6777201 1.1088302 0.6731556
#> [3,] 0.5166613 2.6071145 0.5360682 0.8456203 2.1461548 0.8443324 1.0870886
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 0.4818177 0.5184732 3.419539 2.028646 0.5639725 1.1478434 0.6973443
#> [2,] 1.4188814 0.7273525 3.330867 3.993518 1.2054622 0.7635001 0.6805108
#> [3,] 0.6709798 0.6464315 9.135824 4.134101 0.6425250 2.9594929 1.5282264
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 0.7648229 0.8901426 2.8683147 1.177373 1.708780 0.4898748 0.6990962
#> [2,] 1.4036760 0.7256756 1.6392154 1.333175 1.163489 0.6587504 0.6120225
#> [3,] 1.5933491 1.2245456 0.3246998 9.585594 2.723697 1.8789771 0.6836574
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 1.3275579 1.2679545 1.050926 1.5761611 1.2101920 0.7116070 1.4035488
#> [2,] 0.9328459 0.8628831 2.562189 0.7689711 0.6993199 0.4252093 0.9713738
#> [3,] 0.8075330 1.2996147 0.918452 2.1230052 15.4164508 0.5104689 0.7269062
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 0.6138717 0.869678 0.8251638 0.6690424 1.1287073 0.7334905 0.7424994
#> [2,] 0.4829836 1.587243 1.6784223 2.3247665 10.1429041 0.7291061 1.0215255
#> [3,] 3.5245235 1.813506 0.5455118 0.7334824 0.8203991 1.6201287 0.7232625
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 1.1743730 1.2487621 0.8811324 0.6006838 1.2861050 0.5492939 0.8440157
#> [2,] 3.1370738 0.7417704 0.4952789 1.0257233 0.5537994 1.3162925 1.2421803
#> [3,] 0.8866107 2.3754758 0.6238226 1.4892555 0.9045610 0.7875627 0.8700273
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 0.9952104 1.777915 0.5238142 0.4871176 0.3241550 1.5430900 1.2504423
#> [2,] 2.0261771 1.398369 1.1170856 1.2793008 0.6647606 1.0816866 3.9048063
#> [3,] 1.4078190 1.029563 2.3349056 0.3245279 1.0374366 0.4750911 0.7502907
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 1.136943 1.5711486 0.9252868 0.3798636 1.3937567 0.3794430 0.7051335
#> [2,] 0.912918 0.7751148 1.2577530 0.4016701 1.2966022 0.8576403 0.9390274
#> [3,] 5.618283 4.4074372 0.5423498 0.8230940 0.6811668 3.2898304 0.5441863
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 0.4457645 1.1319992 0.9792512 0.8364178 0.4956206 0.7431065 0.6495305
#> [2,] 0.7821820 0.8093686 0.6613668 1.2979074 1.0402044 1.4730143 1.0245341
#> [3,] 1.1713971 1.5485440 1.1941528 1.5263634 1.6225630 1.7849243 1.0890381
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 0.7242530 0.8130583 0.6712702 2.159013 0.9896484 0.6645678 0.9745128
#> [2,] 0.8291461 0.8896334 1.6863973 2.388029 0.9928778 1.2559347 1.9779588
#> [3,] 0.8118017 0.6524130 0.9683563 1.226076 0.6280074 0.5234553 0.6114712
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 0.5063414 2.1805951 2.2892212 1.530052 2.077934 1.201166 0.7889412
#> [2,] 0.8827949 1.0991161 0.5208771 1.329728 5.285821 1.285664 2.9644737
#> [3,] 6.9007799 0.6199965 0.2723235 1.649327 2.055175 1.853222 2.1180620
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 0.4719798 0.3823445 0.5221935 0.5996185 0.6694666 0.8992270 1.9818767
#> [2,] 0.3378176 2.1016209 0.8478997 0.3498407 0.5275595 0.5722837 0.2533142
#> [3,] 0.6178674 0.5360788 0.5779289 0.5178962 1.0751772 0.7465786 1.0537706
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 1.525992 0.6861555 1.6355367 1.3483911 4.0690727 2.5114150 0.7994843
#> [2,] 4.460100 1.0391784 0.5432906 0.8128814 0.5667549 6.3825422 2.2311003
#> [3,] 1.665304 0.6670005 0.6087737 1.1208793 1.1098308 0.6113031 0.8820606
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 0.8284418 1.580131 1.273764 0.5509122 0.4591374 0.6043429 3.4736955
#> [2,] 0.7979483 1.100332 0.893332 2.0746810 2.0930305 0.7432254 1.0112789
#> [3,] 2.2295422 1.283280 2.738343 1.1966636 1.2695681 0.4655904 0.5724371
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 0.4672748 1.141257 1.536399 1.958569 1.0386487 1.8611747 0.6951372
#> [2,] 1.0425677 1.546958 1.669642 1.885550 1.6961426 0.6124684 2.4169278
#> [3,] 0.8394653 1.186806 3.016322 0.523008 0.7703979 1.3560941 1.2066385
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 1.4628512 2.234904 1.0234410 2.007891 0.9224858 0.5297378 1.2947673
#> [2,] 0.8934898 1.689855 0.6106976 2.127119 1.9305019 1.3840064 0.4381534
#> [3,] 1.1998912 3.607700 0.5517180 2.176522 0.8890741 1.7425685 1.2414088
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 2.7074023 0.8904573 3.619705 1.110810 0.6256806 3.1027713 0.8325725
#> [2,] 3.3109112 1.7158591 1.624904 0.750594 6.8649192 1.2713915 0.9385027
#> [3,] 0.9673215 1.6294880 7.511150 1.116493 3.1451243 0.4714539 1.6345497
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 1.0396597 0.5517717 2.9957768 0.9706487 3.3858288 2.5754548 0.6602697
#> [2,] 0.7891469 1.2177872 0.6888980 3.1910136 0.9247008 0.8715627 0.6267830
#> [3,] 3.1359005 0.9388028 0.4463305 5.4298535 0.9787173 3.0353516 0.9464941
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 2.1568793 0.7808558 0.7124217 1.5066537 1.5845617 0.8846222 0.7965129
#> [2,] 0.9523441 0.4295675 0.9337979 1.2403377 1.1003205 0.9177792 1.2899171
#> [3,] 1.2587041 0.4406980 1.2925731 0.7495605 0.7669407 1.1529589 0.4350535
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 0.8938157 3.9328533 0.4563963 1.0210949 0.4851685 1.2289433 2.5203728
#> [2,] 0.4139088 2.0863318 1.8994580 0.4574733 0.8860628 0.6975125 0.4247850
#> [3,] 2.1862388 0.4401616 0.4207375 0.6523620 0.5590734 1.7627388 0.4535465
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 0.7689149 3.979199 0.5133556 0.658692 2.041713 1.7248307 0.8300868
#> [2,] 3.4124117 2.295610 1.9658112 1.575612 5.733795 2.3732744 0.8730089
#> [3,] 3.1464517 1.111204 2.0786051 1.467691 3.400296 0.9416848 1.7705696
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 1.1785907 1.5646184 1.925353 2.120616 5.701866 2.3082828 3.0026724
#> [2,] 0.6580133 1.4121465 1.394783 3.460210 2.324695 0.6769512 0.7774963
#> [3,] 0.4207629 0.8816361 1.590012 1.069379 1.197990 0.6704912 3.1812024
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 0.7329662 0.6745025 1.482072 0.6355358 1.1178361 1.9717318 1.2484117
#> [2,] 0.8422928 1.1945450 0.464990 0.4842906 0.9407932 2.2243395 0.8472180
#> [3,] 1.2683879 1.6523698 2.112557 0.9352180 1.2581638 0.6498754 0.6536713
#> [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 1.400995 2.2160129 1.6763290 0.9954861 1.923772 3.679783 3.377632
#> [2,] 1.034099 0.6995009 0.7368648 2.1882152 1.061977 1.485804 1.288506
#> [3,] 1.052407 1.0277329 0.9376831 0.7939719 0.908269 1.204978 1.674784
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 2.7434779 1.0776018 0.4595005 1.069817 1.7034379 1.4153441 0.8279732
#> [2,] 0.9295752 0.6785415 0.6997227 1.601547 0.7203212 0.7166724 0.7839730
#> [3,] 0.6806897 0.6031973 0.8259523 1.046722 0.6536433 1.4758744 0.7952657
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 0.9108443 0.6304626 3.4933178 0.8154407 1.877011 0.8710611 0.8088076
#> [2,] 1.2437452 2.4443908 0.5150092 0.5549238 4.096691 0.6756918 3.2442952
#> [3,] 0.9656766 0.6880310 1.2392736 1.8757952 2.583157 1.4132864 0.8692370
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 1.2918440 0.7195247 0.5644301 1.1389329 1.282005 1.1775277 1.108166
#> [2,] 1.4687229 1.2853756 0.3252016 0.7905662 0.449884 0.4485287 2.057669
#> [3,] 0.8198224 0.5281198 1.3262296 0.9551942 1.328418 1.4860596 1.569555
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] 0.5188311 1.874732 0.7340662 9.1924891 1.752712 8.2017645 1.5638157
#> [2,] 10.5602406 1.046569 1.0080936 0.6318757 1.695945 1.4331661 0.5046202
#> [3,] 3.7405008 4.857340 0.6384961 1.1103633 2.054700 0.7954727 0.8631993
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 0.6660111 1.4058643 0.5898095 1.6925854 3.648077 0.8400069 4.746216
#> [2,] 3.9361266 0.7718319 1.9121107 0.7995115 1.223146 2.0191795 1.021573
#> [3,] 3.0019688 1.3909685 2.2819689 1.1716767 4.357523 1.7146222 2.045213
#> [,303] [,304] [,305]
#> [1,] 1.0262790 2.9055857 0.5118329
#> [2,] 0.4328014 0.8960048 2.5374750
#> [3,] 3.0508356 0.6551138 2.4085627
#>
#> , , 8
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.183946 0.4118367 1.1953347 3.982235 1.173970 1.0745276 0.8559068
#> [2,] 1.845831 0.6394813 2.3071183 1.156189 1.690926 0.6992315 0.6656825
#> [3,] 2.355005 0.7112055 0.5582787 1.371069 2.430171 1.7435989 4.1444850
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 2.379854 2.1402580 1.539739 3.330932 2.210879 1.599260 1.125862 0.9335457
#> [2,] 2.357205 0.7918169 6.394753 2.089862 7.690159 7.570258 8.657888 3.0253433
#> [3,] 1.081584 1.1113921 1.172526 1.576239 5.484673 2.773847 1.214248 2.1670530
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 0.8145769 6.321325 1.865990 0.7470458 1.7995700 0.3749833 0.5641536
#> [2,] 1.3102575 2.879403 1.235864 1.4892836 0.4982607 3.8981068 0.8276469
#> [3,] 0.6085041 1.887459 1.832183 6.3707794 0.6802049 1.5103831 1.7887607
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 0.6208343 0.925093 1.8884907 2.343193 1.2045920 1.5361739 1.2379688
#> [2,] 0.6742997 1.494829 0.6552553 1.136128 0.4354542 0.6015518 0.9424942
#> [3,] 0.7865849 2.659762 0.7569282 2.752790 0.9161944 0.5252523 1.0358440
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 1.7187125 0.9838852 1.5315617 0.5992733 0.9155525 0.9033929 1.000737
#> [2,] 1.1545311 1.6588223 0.6685204 0.7017240 0.5938405 0.7550205 6.003532
#> [3,] 0.8028277 0.4165072 0.5501102 1.0581957 0.5226262 0.6467785 2.743657
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 1.9253583 1.706524 0.9551720 2.6924136 1.003750 1.0594793 2.826824
#> [2,] 0.9966102 1.583326 0.9602696 0.9138782 2.355821 0.9111109 1.158648
#> [3,] 0.5130219 0.991564 1.6714233 0.4640471 1.960870 0.9987343 1.620071
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3.9389468 1.2687122 1.0261970 3.862472 1.353862 0.4961464 0.7316046
#> [2,] 1.7171056 1.2555374 1.4398110 4.207991 5.796463 1.2034253 6.9665249
#> [3,] 0.5718761 0.5675087 0.5836119 2.625843 5.615862 1.7351017 1.3064276
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 0.9069408 1.2251587 1.150986 1.8634470 1.357051 1.681416 0.8206830
#> [2,] 0.9776489 2.3033702 1.109156 0.4791203 1.392999 0.952435 5.3052900
#> [3,] 0.7235172 0.6145596 2.403025 1.9680585 1.032222 1.461689 0.7416874
#> [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 1.0479734 2.8175365 1.4388087 1.1105313 1.5405465 0.5161761 0.6709225
#> [2,] 3.8659629 1.8159355 0.9963368 0.8901617 1.7746521 0.3690002 0.9928683
#> [3,] 0.7191236 0.9029637 0.6732020 0.3729235 0.8765586 1.4126054 1.9761391
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 0.5636548 1.5007424 1.829498 2.7242125 2.058646 4.076342 2.2407967
#> [2,] 1.8818975 1.0005658 3.430635 2.5566847 1.305384 3.970568 1.7636550
#> [3,] 3.5978439 0.9018983 1.522338 0.9028413 0.872236 2.292074 0.6720915
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 2.9407271 1.441082 2.1471588 3.2459871 0.9678167 0.7892299 2.4918889
#> [2,] 0.4601776 1.203429 2.3368533 0.8324456 1.9438367 0.8343199 2.6616745
#> [3,] 2.0495977 0.771912 0.7029677 0.7263034 1.6734699 4.6042364 0.4154662
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 1.1365308 0.8422063 1.8547144 1.358130 0.6514194 1.383188 1.7807928
#> [2,] 0.5759046 0.9968987 3.4291838 1.471604 1.1966016 1.544342 0.3297367
#> [3,] 0.7989870 0.3803703 0.6704927 1.988602 0.8603739 1.169306 0.9075967
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.9470311 0.3894271 1.0950789 0.9330281 1.5813875 3.817310 0.5170128
#> [2,] 1.2252010 1.8818949 0.7628356 2.3913237 1.0480313 2.450355 0.9532406
#> [3,] 0.6358029 4.0719692 0.4095560 0.9873502 0.7214982 3.173107 2.4887085
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 1.9438331 0.9627413 0.7863323 0.6193684 1.780705 0.7894585 2.6179992
#> [2,] 1.5243926 0.7229222 0.8084911 0.7282287 1.324509 1.6040860 0.9251255
#> [3,] 0.4637855 0.7226284 0.6004347 1.0359318 1.223859 0.5214855 1.4410001
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 1.4390173 0.6656089 0.9723113 0.5536221 0.6977599 1.0970296 0.7572903
#> [2,] 0.9763123 1.0315879 2.0180416 0.8929591 2.1072128 0.6659230 0.6052125
#> [3,] 0.6763059 2.8030984 1.5312029 1.5716207 1.3449336 0.6878076 0.9712275
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 0.3584230 2.237275 3.12956 8.835361 2.6152987 0.3936124 0.6607114
#> [2,] 1.0601599 1.011026 10.85683 2.358851 1.1670150 0.7238898 0.8204095
#> [3,] 0.6912865 1.562740 17.29508 3.639448 0.2603024 0.9197833 1.5766614
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 0.7546539 0.6867743 0.8662767 1.0010557 0.9785744 0.9667737 1.723523
#> [2,] 1.5609536 0.7344043 1.0425815 0.7395906 0.6717368 0.6269576 1.059075
#> [3,] 1.4673339 0.6742624 0.8346857 0.8095159 0.7156064 0.9199482 1.425513
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 1.7368680 2.8119908 1.7013009 0.5462657 1.1068821 1.2132881 0.4947031
#> [2,] 4.5906954 0.3343175 1.4578720 1.1727523 0.4819532 0.3675958 0.7472621
#> [3,] 0.6801985 1.0015742 0.4605097 2.4460528 0.6792352 0.6803238 1.0951774
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 4.105895 0.5504114 0.9064261 0.6157556 1.276864 0.9507575 0.9066270
#> [2,] 1.488705 1.3121824 0.6904360 1.6796750 2.230595 0.7804769 0.9212829
#> [3,] 0.870222 0.9855616 0.8681031 1.9136340 2.554673 5.7704808 1.1128737
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 0.7057036 1.755990 1.5586434 1.4718193 0.6178164 0.9533085 0.7761947
#> [2,] 0.8297518 1.999271 0.9338702 1.1219819 2.2732754 0.6254405 1.1223849
#> [3,] 1.1119545 1.147911 1.3083861 0.5661239 1.3366921 0.6872446 1.0349596
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 0.702652 1.6971460 1.2093171 0.6471038 0.9082501 2.0598876 0.6181488
#> [2,] 1.300290 2.0364765 1.2780044 1.7105476 1.0333979 1.5961728 1.2409584
#> [3,] 2.563812 0.8508577 0.8679571 0.5266017 0.4780450 0.4424587 0.9563424
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 1.422148 1.637439 0.4143496 0.8103733 0.4072811 1.350528 2.0788764
#> [2,] 1.082638 1.836359 1.2255606 1.5501057 1.1580351 1.297572 0.8166534
#> [3,] 1.357964 1.866738 1.0261178 0.4930187 1.2939691 1.095536 1.0886188
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 0.3804044 1.606707 0.7431748 1.142510 1.342065 1.3425756 1.3839819
#> [2,] 0.6865581 1.681331 1.2172198 1.448768 2.043564 0.5318701 0.4227796
#> [3,] 2.6451122 1.193084 5.1515768 6.522640 1.249749 3.6177797 1.4878414
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 2.3698461 1.108871 0.7198064 2.227722 0.8591422 0.8975975 0.6296774
#> [2,] 1.3197395 1.173845 0.9763561 1.017589 1.1229543 0.7080282 1.4932910
#> [3,] 0.8462306 2.292144 1.1611159 1.192875 1.1237603 1.1027153 1.9640556
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 0.7660572 1.407628 0.5160311 0.9077046 0.4943606 0.5053225 3.0586484
#> [2,] 2.1037165 1.446223 1.8318918 0.6621222 1.7644864 0.5645701 0.8378779
#> [3,] 1.2076001 2.163060 1.4004877 1.3323656 1.4397282 0.5315757 1.6217911
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 0.6296080 0.9748528 1.4326835 1.083361 2.4415316 0.9388271 0.9430273
#> [2,] 0.7626549 1.3721518 1.0709039 3.436029 0.6679879 1.5700604 0.4725534
#> [3,] 0.3418056 0.7760465 0.7210636 5.593939 1.0594283 1.3805398 1.5217361
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 1.4484953 0.8604347 3.695831 1.0187115 0.841481 1.0692818 1.7391285
#> [2,] 1.2883412 2.6193133 1.025590 2.2341273 1.580277 0.6950616 0.7022319
#> [3,] 0.5431833 0.6811964 1.341753 0.7742659 1.058123 3.0327659 0.4614753
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 0.8879778 0.6096322 0.6739285 1.0063298 0.5497676 1.345547 0.6080546
#> [2,] 1.9219427 0.4701778 1.5147351 1.8187032 2.4507583 1.507333 2.5310220
#> [3,] 1.8625397 1.4047585 0.7654176 0.5656089 2.3358966 2.498847 0.5615677
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 1.0594538 0.9985316 0.7306433 0.5888842 1.191507 1.1278306 0.8618018
#> [2,] 0.5775979 0.8282180 3.8077763 0.6454007 3.930875 0.9502645 0.4314247
#> [3,] 1.0066954 4.1212631 0.9432686 0.4580093 1.992152 0.7203515 2.6506475
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 0.7073996 1.3594869 0.5350166 0.9609298 1.3110675 1.086411 1.447071
#> [2,] 1.2814276 0.4510489 2.9343148 2.7636843 0.8853509 1.244145 1.139076
#> [3,] 0.9538254 2.8448913 0.9276961 0.8218216 1.4033335 1.061092 0.962195
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 0.4913122 1.5973715 0.4350175 0.8810143 1.466360 0.5193988 0.3922613
#> [2,] 0.8770339 0.6810458 0.9550261 1.7564351 4.744976 1.0995958 1.7664122
#> [3,] 0.7453071 1.1903667 2.0669331 3.3406783 1.425398 1.0773769 2.2624591
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.6917447 0.9885977 0.6435118 1.874225 2.697714 0.7686417 0.7245683
#> [2,] 2.0159693 0.6453631 1.5570073 1.396365 1.088288 3.1378762 1.4183094
#> [3,] 0.4758948 0.6189501 0.8339845 12.016258 1.949506 0.3530412 2.8668394
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 1.379754 0.6852094 2.9800188 0.6961505 2.3474358 2.3463926 0.6665240
#> [2,] 2.188321 0.4046117 0.3460916 0.5265849 0.6910512 0.6269569 0.8340264
#> [3,] 1.017358 1.0067279 1.3745882 1.6155154 1.1467565 1.2973096 1.2584915
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 1.1575653 1.1437931 1.2225645 1.0571231 0.8508417 1.2187273 1.0283921
#> [2,] 0.8892503 1.1005911 1.0422742 0.9829842 5.2098821 1.6200130 0.5245314
#> [3,] 4.8108666 0.6618305 0.7633468 2.7056803 1.0049933 0.8200246 1.1565200
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 1.7630617 0.3940513 1.245764 0.8244565 0.6046406 0.7418349 1.396315
#> [2,] 0.6848611 2.0470779 1.760541 3.1919109 1.4121962 1.8896493 1.604033
#> [3,] 1.8143665 0.8320284 1.589347 1.0947313 7.7904921 1.0296765 1.740941
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 2.4217124 1.525258 1.0088775 0.4764720 0.9689151 1.3646548 1.3177600
#> [2,] 2.3748355 1.696178 2.5252739 0.8639963 0.9943507 0.6141341 0.8271777
#> [3,] 0.9433491 1.363061 0.9392487 1.6119450 1.5024201 2.5098020 1.0733472
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 1.4780078 1.0589635 2.916519 0.7572204 1.009385 1.733000 1.3410301
#> [2,] 1.1379642 5.7964775 2.491028 2.7235205 1.160996 1.114799 2.2469027
#> [3,] 0.4530149 0.5202505 0.927342 0.3346814 3.090765 0.801355 0.5414943
#> [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 0.7135003 1.8564513 1.1879015 0.9817875 1.1355032 0.6915153 0.8375688
#> [2,] 3.2754088 0.5747713 0.8918841 1.5327371 0.5626762 0.8965670 1.9051068
#> [3,] 1.0365247 0.6546764 0.4349076 0.7982306 1.1366186 3.3496267 1.5672727
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 2.3289663 2.1615313 0.7817116 0.6382119 1.0960938 0.5579344 0.4788735
#> [2,] 0.7479195 1.1220830 1.2147666 0.7682997 0.6884535 1.4501282 1.8165283
#> [3,] 1.2906071 0.4996006 1.2147353 0.5029704 0.9308333 5.0216017 1.4490288
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 0.8947033 0.8376526 0.3498350 1.192845 2.1486420 0.5962911 1.2432065
#> [2,] 0.6258885 1.3966131 3.0219129 1.283477 1.1141170 1.3440800 1.5950530
#> [3,] 1.7554769 2.1326904 0.7451302 1.540375 0.5888724 3.8636563 0.5631769
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 1.7913139 1.105583 0.6586798 0.4332096 0.5049001 1.2909581 1.0085445
#> [2,] 0.6328509 1.872311 1.5384624 0.7684577 1.1327322 0.9129806 0.5175348
#> [3,] 0.6253641 1.508631 0.7293646 0.7149304 0.7889854 1.0308612 0.8532750
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] 2.086099 1.588190 1.7441234 1.5782424 0.6518865 1.3272896 0.6305345
#> [2,] 2.946840 3.783981 3.2722507 0.5819285 0.9907282 1.2805281 0.6121526
#> [3,] 3.670478 3.238582 0.8585509 1.0606662 0.5036104 0.8820903 0.8245577
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 0.4365204 1.7891695 1.0136276 0.383903 1.3051908 1.2819955 1.569816
#> [2,] 1.7541511 0.7399015 0.7551800 3.545354 0.8656946 0.5616983 1.034774
#> [3,] 1.7059686 1.4054727 0.8432612 2.202839 2.6758340 1.5302367 3.345777
#> [,303] [,304] [,305]
#> [1,] 0.9983771 3.294396 1.009150
#> [2,] 0.9773659 2.912373 0.931185
#> [3,] 0.8699021 1.543114 1.697069
#>
#> , , 9
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.445824 2.161531 0.8983408 0.6133836 0.9031232 2.381798 0.6126714
#> [2,] 2.152167 8.324711 1.7010528 1.7198399 2.8332792 1.234427 1.4636626
#> [3,] 1.789616 1.972460 0.5417995 2.7647329 1.5235877 6.155669 0.9056100
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 2.595255 1.9579606 2.145810 2.027909 1.406385 0.8632363 0.8129227
#> [2,] 1.725785 0.9134307 2.201892 2.316793 31.019389 45.2520513 8.2556984
#> [3,] 1.758422 1.7403719 1.287703 1.785614 6.201157 0.7154474 1.1696940
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 3.555468 2.162159 2.227171 1.9395955 2.147122 0.7170163 1.287147 0.8693007
#> [2,] 2.281109 2.369712 2.288762 1.1916598 1.086700 1.3767264 2.393333 1.5984579
#> [3,] 5.330450 1.558154 1.173501 0.5689124 0.923884 0.5621620 0.818143 2.3672447
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 1.9228161 0.9775597 0.5708893 3.2239354 1.8155550 1.0130779 1.193215
#> [2,] 0.9181703 0.9924193 1.3926485 0.5731769 1.1337597 2.6469434 1.779365
#> [3,] 1.9773461 1.1830718 1.0886184 4.2024678 0.8069118 0.4851837 1.132800
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 5.377527 0.5856678 3.1816148 1.483936 0.5273709 1.693163 2.168596
#> [2,] 1.063062 0.8496019 0.3545326 1.304827 0.9248172 1.330465 1.095280
#> [3,] 1.396141 1.5267397 2.6889748 1.674045 1.3904466 1.358165 2.236202
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 2.1885408 1.2928554 0.9670837 2.5314234 0.3924114 1.270139 6.797289
#> [2,] 0.7489052 0.3663507 3.5869115 1.4366770 0.7392230 1.289956 1.157875
#> [3,] 0.7496283 0.6774004 0.5445856 0.5485093 0.8298540 1.199213 1.714517
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 2.250221 0.7735617 1.0495491 0.8510848 1.216563 0.6109557 0.4942147
#> [2,] 2.545792 1.2225026 0.8168131 0.7034826 2.074894 1.3244220 0.8899911
#> [3,] 1.207484 1.7115879 0.7007148 0.9322917 2.755598 0.8663347 2.2310372
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 0.5089789 0.973877 0.6610068 2.2460844 0.5269518 1.267110 1.4668683
#> [2,] 3.4673618 1.283059 1.2242487 0.6171137 1.7252959 1.104162 0.6500325
#> [3,] 1.2134649 1.034450 1.1561572 1.2968989 0.5187293 2.500181 0.5272829
#> [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 3.2088327 1.4757909 1.0833271 0.768471 0.4874733 1.076161 0.3310458
#> [2,] 0.9277717 0.5883476 0.6629065 3.069287 0.9026495 1.215122 1.1831710
#> [3,] 0.8541045 1.0112979 0.7754647 2.630222 1.1676041 2.228535 1.7313675
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 2.218103 2.2970246 4.009100 1.5237540 2.2264271 1.473726 2.041352
#> [2,] 1.003737 0.9236034 1.292051 0.6398307 0.4815048 2.715437 1.762192
#> [3,] 2.897626 1.2510742 1.184521 2.3284354 1.5862699 2.574717 1.853254
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 2.2030160 2.0276709 0.4938773 0.9189253 1.419337 0.5436689 2.634676
#> [2,] 0.4893167 0.9627166 2.3383184 0.9684210 1.815661 2.2675773 1.156574
#> [3,] 1.1987787 1.1696769 1.3513013 1.3833303 1.367666 0.3851009 1.858958
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 1.6386488 0.5928733 0.4990200 2.415776 2.637492 4.5299280 1.2476929
#> [2,] 1.4497392 0.5626795 0.7658973 1.524192 1.316404 1.3397333 0.3395798
#> [3,] 0.5229631 4.2121332 0.6545746 2.371314 1.511040 0.3492747 1.2304441
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.7460864 1.0328528 1.0622987 1.312739 2.259532 0.9765041 0.8669251
#> [2,] 0.9297625 0.7036938 3.9711438 3.253042 1.405395 1.6785329 0.7789103
#> [3,] 1.5585822 1.6553535 0.9844472 1.579232 3.878682 2.7739177 1.2290783
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 0.9298361 2.4917661 0.4968317 7.5527816 0.6757829 1.0883783 0.7811924
#> [2,] 0.7965558 0.7350359 2.5738672 0.3906933 1.1256417 0.5257552 0.5939282
#> [3,] 0.9072863 1.0257949 1.9016861 4.9202214 2.0480568 2.6454669 0.5883004
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 0.9873862 2.2374942 0.5616194 0.2794362 1.5355270 1.2112572 1.3375087
#> [2,] 2.8158973 0.6696597 1.3478291 1.4286474 0.7881555 0.7750364 0.6660167
#> [3,] 1.0038847 0.9170428 0.6027737 0.5273808 0.8886451 0.5720286 0.8002328
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 0.9505717 0.8913685 2.008579 2.5438868 1.4933408 5.2142011 1.2759009
#> [2,] 1.1809969 1.8735551 1.902922 0.6912868 0.8685461 0.5886862 3.0774255
#> [3,] 1.2254512 1.5670163 5.441603 2.2504923 1.4269697 1.5356972 0.5834569
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 0.9778385 1.0571517 0.5951983 0.6316424 1.6420445 1.0058282 1.098472
#> [2,] 0.9986132 1.1361939 0.7861179 0.8870855 2.0089651 0.8098519 1.741567
#> [3,] 1.7247048 0.2938483 0.6312541 1.7444416 0.9111551 0.5873484 2.123048
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 0.8520704 1.429396 1.8131870 1.4241253 0.6628560 1.4188454 0.8625381
#> [2,] 0.9277587 1.719506 1.1040900 0.7023481 1.8016080 4.4860379 1.7223102
#> [3,] 1.9491711 1.502878 0.4777704 0.7973574 0.9280301 0.3165743 1.1213598
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 0.7444793 1.725588 0.7698206 0.8862964 0.5060783 3.692622 0.8346119
#> [2,] 0.3933942 1.388685 1.3603044 0.5083842 0.9380574 1.866450 0.7433133
#> [3,] 0.6385644 4.065872 1.5598536 0.4442948 1.1510515 5.617202 3.8400400
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 1.1698714 0.8624869 1.7468591 2.4317410 0.7739146 1.098919 0.6131576
#> [2,] 0.4805823 0.8010612 1.0963295 2.0924063 1.6383911 1.762684 1.1582016
#> [3,] 0.6350060 0.6070597 0.5859277 0.7742288 1.9895253 1.358784 3.7988411
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 1.3144931 1.215516 0.5035342 1.0087950 1.6088077 0.8731576 1.0907297
#> [2,] 0.7019561 1.463045 1.5945157 0.7754557 0.4834346 1.6175949 0.9565024
#> [3,] 1.3841835 2.118691 1.0025306 0.8751386 0.8150322 0.5816882 1.4392156
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 3.404986 1.228962 0.7913845 2.295880 1.4044060 0.5569804 1.3769585
#> [2,] 2.625984 1.286892 1.6642579 2.912963 0.7031301 2.0420294 1.9760041
#> [3,] 3.582487 2.398427 1.0200045 1.742383 0.3751293 1.0295042 0.9636761
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 0.9136928 3.0781692 0.7616004 0.9885390 0.9182240 0.5095318 0.7036629
#> [2,] 0.8436599 0.6079564 0.6774124 0.4511744 0.6991174 0.7471879 0.6665188
#> [3,] 2.1274117 3.6567009 1.1780447 1.2008659 0.7966995 0.3894728 1.2941277
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 1.4426879 0.8319275 0.4965953 0.7545474 1.310686 2.7092711 1.190012
#> [2,] 0.7601768 1.6662270 2.0111556 1.0189395 1.006800 0.5386599 1.394392
#> [3,] 0.9950062 1.4123946 0.8985281 1.6058098 1.316392 0.2409254 1.125910
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 3.4985803 1.084854 1.6457297 0.4435741 0.5007416 0.8647211 1.075742
#> [2,] 0.6202347 1.017274 0.7735123 0.8835976 0.7911755 1.2456491 2.331230
#> [3,] 2.6390346 1.007416 0.7187149 1.2960558 0.3753921 0.2210357 1.271850
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 0.5184694 1.4071689 0.4252118 1.1842694 1.068151 1.2756269 1.3913952
#> [2,] 0.5960819 0.8588725 2.0630932 0.4591946 0.605559 2.0120136 0.5691187
#> [3,] 1.2034796 1.1352164 0.9554875 1.2434999 3.385086 0.5753032 0.9043748
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 0.5779962 2.0383493 2.5531650 1.6333794 0.6490525 1.7448945 1.424703
#> [2,] 0.8901505 0.6987712 1.1909761 1.2787768 0.9405656 1.8274549 2.027022
#> [3,] 1.3863116 0.4578012 0.7865483 0.7739507 0.9356411 0.4312165 1.147124
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 0.3897108 1.070391 0.9419541 1.571441 0.7643450 4.3481927 2.8128060
#> [2,] 1.4835423 1.001311 0.8638600 1.166645 0.9956293 0.7872387 0.8081249
#> [3,] 0.9107622 1.792094 3.5860063 2.239697 4.4438731 2.8475381 3.1084360
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 0.6683866 1.0536630 1.078268 0.3687299 0.8122453 0.449609 1.561392
#> [2,] 2.1864450 2.2730523 1.038771 0.9723112 4.2283683 2.108178 1.248509
#> [3,] 0.5571709 0.7887011 1.048630 1.6144234 0.6290397 1.189962 1.845546
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 2.9742370 1.0277785 1.1233798 1.3945213 1.566730 1.573631 1.247406
#> [2,] 0.5591666 0.4745228 1.4916179 0.6788184 1.994944 1.687470 1.033536
#> [3,] 2.6763391 1.7797586 0.8838284 1.4457968 1.509054 2.046353 2.636601
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 1.7548905 1.3854457 1.142946 0.9049063 1.462735 0.6845150 0.842327
#> [2,] 0.7474877 0.9695954 7.109902 1.4289389 2.686282 2.7784990 1.493278
#> [3,] 1.6373369 0.9434048 2.019629 1.0641020 2.078494 0.5455036 1.019215
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.5350203 0.5042463 1.195458 0.7796278 1.1608687 0.8540096 3.722768
#> [2,] 3.9935170 1.7333789 1.861059 1.8715764 0.7316211 1.7197529 1.309840
#> [3,] 0.9481987 2.4336342 1.563276 1.6491275 0.9435288 2.0861309 1.021672
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 1.537698 1.570439 0.6468758 0.8889994 0.8885301 1.5614289 0.8598284
#> [2,] 2.031351 1.353667 0.5841675 0.3774126 0.8181528 0.8730806 1.3412122
#> [3,] 2.346024 1.625635 3.0072291 1.4395126 3.1154511 0.9059252 1.6745395
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 0.7623551 1.071778 0.7186419 0.6153085 0.3412477 0.8481328 0.3758803
#> [2,] 0.3552431 1.351386 0.9596616 1.3431112 1.7957349 1.2408186 1.1358822
#> [3,] 1.7878973 1.192452 0.6574563 1.6021817 0.6415392 0.7872242 1.4436019
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 0.9129123 0.7728863 0.7396796 0.9397917 0.9681565 1.1109824 0.7447429
#> [2,] 3.1322179 1.4674540 0.6480057 0.4863798 6.3378174 1.1268600 0.9445082
#> [3,] 0.7987915 2.6822628 1.8969500 2.1496788 7.2125930 0.5976964 5.8141310
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 2.1867281 6.2958552 4.1826692 3.4513849 2.2447962 1.3652246 0.6198181
#> [2,] 2.0865688 1.7405885 1.1347226 1.1006722 1.2499261 0.7825190 1.4827107
#> [3,] 0.7991305 0.5672372 0.4176849 0.9425683 0.4500707 0.6095532 0.9313251
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 2.0086569 0.9606155 2.229578 0.6028878 0.9817794 1.4084937 2.123875
#> [2,] 0.8257066 0.6373539 1.577875 3.2728207 0.3971705 0.3590617 1.429054
#> [3,] 1.1094290 0.9898130 1.145652 4.7015688 0.7095822 0.9362297 1.896393
#> [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 1.256647 0.8180595 2.3647239 1.3035062 2.542033 1.5035013 0.5841469
#> [2,] 1.048638 0.6145536 0.7297421 0.3509389 3.132537 0.8112873 0.8159096
#> [3,] 1.745987 0.9912349 0.8018166 2.3058590 3.636350 0.9100385 1.2287684
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 2.182890 0.8074758 1.0795913 8.8094609 1.5338769 0.3557652 1.655647
#> [2,] 1.158805 0.6901742 0.9453743 1.0508012 0.8679809 0.9824674 3.299962
#> [3,] 1.041091 0.8166123 1.0555545 0.9330732 0.3001779 0.5131924 1.477340
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 1.5808653 0.9254231 1.2237954 1.6200349 0.8961556 0.6250785 1.2675062
#> [2,] 1.1781039 0.4907038 0.5762813 0.9118664 2.0315147 1.7259413 0.8068651
#> [3,] 0.3223043 1.3393946 0.5626278 1.7288525 2.0408323 0.8227760 1.0589409
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 0.4457939 2.0086766 1.8862706 1.0137268 1.4644812 0.4077548 0.6505044
#> [2,] 0.8695556 0.7281349 0.7074746 0.5745084 0.7108322 0.9212358 0.7774641
#> [3,] 1.3461958 1.6263692 0.6661012 1.4708350 0.7998527 2.2927796 1.0362216
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] 0.9243142 4.815364 0.406389 0.400723 0.9949614 1.5165111 0.8711829
#> [2,] 3.3330080 1.707571 1.422332 1.351255 1.4087035 3.8931998 0.6403913
#> [3,] 5.6971031 4.222204 11.554226 1.093549 0.6747662 0.8794009 2.2850069
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 0.6901222 0.8492700 1.0671308 1.0065773 0.920476 0.9893336 1.4294512
#> [2,] 1.8419188 2.1113793 0.8023417 1.8305554 1.615953 1.4008876 1.0664503
#> [3,] 1.8904126 0.5296179 1.8711020 0.9545007 3.268635 0.5880268 0.6805693
#> [,303] [,304] [,305]
#> [1,] 1.0620692 1.464959 0.9892537
#> [2,] 0.7735181 1.069562 0.8827340
#> [3,] 1.0045566 1.101115 0.9153175
#>
#> , , 10
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 2.113345 0.7148051 1.4667918 1.098213 1.334018 1.1973514 0.6023780
#> [2,] 1.786529 1.1054384 14.9302007 4.396996 3.245472 0.5938627 0.5406725
#> [3,] 3.496486 1.6357292 0.9510318 2.780972 2.423946 2.7658096 0.6921616
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 3.901089 3.7122497 1.127573 3.497485 1.371552 0.9223682 1.2607617
#> [2,] 1.177197 0.7332742 2.745444 2.605295 10.132692 15.9293850 3.9271203
#> [3,] 2.906445 1.9951746 2.029726 1.551251 1.861859 1.2415605 0.8193571
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 5.956037 0.6695021 1.1991157 2.6019282 0.5011822 0.9660594 1.6736811
#> [2,] 2.722792 1.1514113 1.0387653 1.5715757 2.0137502 5.5348022 1.8381704
#> [3,] 7.425838 0.8893314 0.9176231 0.6528864 0.9395791 0.9694429 0.7241391
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.1343045 0.9812830 1.220434 22.1878009 0.8126278 1.7087981 1.398760
#> [2,] 1.8529375 0.8934444 1.259163 0.9642369 0.5322100 0.9054627 1.214553
#> [3,] 0.5141437 0.9941489 1.057657 1.7159612 8.3663377 1.0164970 1.886045
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 2.620718 2.5099182 1.0602089 0.8933995 6.9963758 1.7901627 4.154190
#> [2,] 1.081605 1.1635437 0.8722056 0.9135891 1.3920500 1.2027471 3.170573
#> [3,] 1.238448 0.8855049 1.7757927 0.7774575 0.5742604 0.7622869 1.609711
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.4167720 1.2315326 0.7280161 0.7568588 0.8903248 1.045740 1.081833
#> [2,] 0.3314026 1.6609412 0.5115747 0.7599075 3.2062533 1.842294 1.741086
#> [3,] 0.5465044 0.9300189 0.5589001 3.1497651 0.8613989 2.004241 1.396906
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.714707 3.9425820 2.1311712 0.6521775 1.275350 1.369263 2.0544430
#> [2,] 1.116478 0.5984412 0.8273026 0.6775955 1.763063 4.379303 1.4624272
#> [3,] 1.415047 0.4136737 2.2417810 1.0991291 1.433280 1.570828 0.5543014
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 2.4071454 2.3157238 0.6064095 1.9291804 2.2573599 1.5756556 0.9007459
#> [2,] 1.1006110 1.8600063 1.4564298 0.8589715 1.5519958 2.4408641 0.7544929
#> [3,] 0.8633604 0.8443071 0.4115712 0.4029402 0.6980768 0.8527442 0.7650888
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.5558559 1.1023975 0.6966657 1.104079 1.9534893 1.663246 1.3680361
#> [2,] 4.7598532 2.7523549 0.6947355 1.464152 0.4523110 1.031977 1.6987512
#> [3,] 1.2095176 0.5705282 0.6121295 1.238682 0.9861069 1.192018 0.8403721
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.8830707 1.0609797 0.9844058 1.1517401 0.8680766 1.3797960 1.622383
#> [2,] 1.0953714 0.8091091 0.8860048 1.0148458 2.3250207 0.7104766 1.411752
#> [3,] 2.2667372 4.1038645 2.0871900 0.7620048 0.3580739 3.1932095 2.719730
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.375328 3.153753 1.8242802 1.5343170 0.8410943 1.0102385 1.0153219
#> [2,] 3.338454 1.000199 0.5983745 0.9469606 0.5443112 1.4396788 0.7998028
#> [3,] 2.972355 1.192111 2.1127473 1.5657842 1.1952128 0.8237558 1.5437880
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.9745343 1.094711 1.4046014 1.5939289 1.6154759 0.7661446 0.952565
#> [2,] 0.8415133 2.548102 0.8125260 0.8618977 0.7711477 0.5406434 1.183887
#> [3,] 1.8170146 1.360780 0.4824936 0.7223504 0.7649789 2.6044314 0.517527
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.3898112 1.2557680 0.4219018 1.023552 1.6183622 0.4810690 1.0624567
#> [2,] 0.9651864 0.8957151 0.5063298 1.219460 1.2051213 0.8985715 0.7476672
#> [3,] 0.6249962 1.3105345 0.5782531 1.488543 0.4264046 7.6045691 0.5762112
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.6448456 2.0919989 1.2457118 0.5683490 1.0657883 0.7569382 0.7878665
#> [2,] 1.5924939 0.7828361 0.7229014 0.8863348 0.9674769 0.4406828 0.9047462
#> [3,] 2.8114526 1.0076487 1.0670410 2.2422801 1.8101504 0.6330681 1.2090995
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.6756139 1.3184685 1.7705369 0.9738382 1.1231386 0.8279036 1.0271029
#> [2,] 0.6587932 1.4415049 0.8313946 2.1332894 1.8508932 0.9823758 1.2388794
#> [3,] 0.5761120 0.4612218 0.5899939 0.5593793 0.6755222 8.3052910 0.5701184
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.7719346 0.8170123 1.317930 1.183211 6.9675402 0.7738398 1.170551
#> [2,] 2.1111813 1.5571627 1.157609 3.020730 0.6536534 1.3591640 1.105628
#> [3,] 0.5131601 1.3709977 1.208904 14.144045 2.8135914 1.6823119 4.199466
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.5351374 0.8048285 1.299754 2.1464711 0.7768853 1.7514862 0.4907369
#> [2,] 1.3878583 1.5128328 1.487752 0.8747488 0.8437528 0.4720682 0.4782374
#> [3,] 0.9692440 0.9604083 2.177447 4.0924591 2.2804925 0.8352419 1.5493532
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.4677976 0.7727272 1.491346 1.5156378 0.8986402 1.0304530 0.6454104
#> [2,] 0.6719494 6.4796255 2.579283 0.8210922 1.0383163 0.7827178 0.5150742
#> [3,] 1.2171885 1.3451297 1.494002 1.4669724 0.7389704 0.5461804 1.1048104
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.6815270 1.9523776 0.8104634 0.9918972 0.4413389 0.5837639 0.7731323
#> [2,] 1.0082736 0.9334173 2.3854223 1.5087512 0.6230886 1.2656687 0.8497902
#> [3,] 0.9532568 0.7114657 1.7914082 0.9733550 2.1534208 0.9021108 2.6238064
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.4978707 1.1401735 1.7565049 1.114048 1.2494192 0.8739642 1.1844422
#> [2,] 0.9229989 0.8883858 0.7378344 1.562328 0.9046069 0.9883622 0.4542638
#> [3,] 0.6209087 1.7249126 1.1630184 1.854399 3.7334490 0.8547407 2.0332552
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.8197602 3.325309 1.993527 0.9000997 1.0626594 1.4610498 2.429147
#> [2,] 2.3194215 0.902499 1.768283 1.4715017 0.6770919 0.5450354 1.381031
#> [3,] 0.5721449 4.364530 1.745792 0.7619781 0.7946553 1.5274266 1.118516
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.231030 1.559765 0.9146664 1.5488946 2.5379815 0.4195004 0.748092
#> [2,] 5.626757 6.738250 0.5740422 0.6246387 0.5560643 0.9893004 3.002916
#> [3,] 1.263216 1.310062 1.8211595 1.1905063 0.8816620 0.4578722 1.382173
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.5460380 1.241387 1.750320 0.6629838 0.6493498 0.7230693 0.6227914
#> [2,] 2.0347202 2.154087 1.842641 0.9161944 0.9133173 0.8346467 0.6378310
#> [3,] 0.2876959 1.411140 2.994285 1.2281800 0.8989548 1.1226692 1.9958402
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.8690484 0.5108425 0.8211753 0.6954544 0.6802352 2.189328 1.0083144
#> [2,] 0.9344817 0.5484101 1.7475685 0.7120909 2.0841173 1.369915 0.9170699
#> [3,] 0.6822500 0.5365776 1.9876300 0.3444123 1.9679018 0.507902 0.8163741
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.0488697 1.6203407 1.6764053 0.8394592 1.050814 1.1560140 2.4342509
#> [2,] 0.6404813 2.7545297 0.7818884 3.0279584 1.775018 0.9445309 0.6986656
#> [3,] 0.5015159 0.4306382 2.3469962 1.6210454 1.218277 0.8439822 1.3094908
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 2.027659 1.832999 0.4994365 0.7085318 1.069499 1.579655 0.7043883
#> [2,] 1.633403 1.393160 0.7175464 0.9255161 1.042459 1.804299 0.9431763
#> [3,] 1.124982 1.326320 1.6749553 0.7177978 1.320645 1.311358 1.1161275
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.6536479 0.9189744 1.6575440 0.8729277 0.5006063 0.9932509 0.6534076
#> [2,] 1.0586102 1.8039071 0.7569236 1.7568798 1.8316159 1.2381685 0.3795175
#> [3,] 1.0768920 0.7433149 0.8324799 1.5864772 1.6647271 0.8950759 0.7144083
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.6762798 1.0403339 0.5818917 0.6155469 0.8333667 0.8491281 2.618702
#> [2,] 1.0102486 0.5969696 1.7966951 1.6401727 1.0265819 0.9426732 1.249413
#> [3,] 0.9668895 1.1252665 0.5081588 0.9893783 0.7044729 0.4579069 1.424200
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.2361209 0.7236691 0.8508140 0.5885363 0.9142602 1.151428 1.948412
#> [2,] 1.0262724 0.7703720 0.5407394 2.5046065 5.5714844 0.618049 2.919092
#> [3,] 0.6191101 0.8276798 2.4914032 0.8259649 6.6561788 0.453150 1.008775
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.9371717 1.7699439 1.2616164 1.3635049 1.808132 0.8680642 1.9832570
#> [2,] 0.8707647 1.0469313 0.5965589 0.5584447 1.289250 0.8177888 1.4528911
#> [3,] 1.6383741 0.5580864 0.6559262 1.0663004 3.267067 1.2407084 0.5809192
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.8528824 0.5963224 0.9285413 1.8767479 2.793231 1.510287 0.9756219
#> [2,] 0.9276201 1.1129042 0.8426991 0.8615833 1.866149 2.307578 1.0974587
#> [3,] 0.7608182 2.5328045 0.6671723 2.2010504 2.548209 2.027227 0.6840133
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.5293354 0.8508490 0.9621742 0.824292 1.2750458 1.6027035 1.147415
#> [2,] 0.7484989 0.9156356 1.2879697 1.875583 0.9383283 0.8904981 1.936284
#> [3,] 0.7685775 0.6801079 0.9336005 0.561860 3.0092972 0.7029918 2.714229
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 2.4757495 1.4153408 1.7527520 0.4068087 1.3496332 1.0816397 2.5705484
#> [2,] 0.5325407 1.5567897 1.0608319 0.8888919 0.7236193 0.5225498 1.2137484
#> [3,] 0.6937132 0.5869761 0.9456906 0.7228223 0.7450446 0.5188519 0.3875294
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.8565940 0.5337879 1.6645427 1.8462062 1.545150 0.8487950 0.5480559
#> [2,] 0.9031314 1.6135861 2.7276329 3.3248046 1.099036 1.7873860 1.1765792
#> [3,] 0.8946559 1.8061291 0.9320666 0.8440594 2.345207 0.5701102 0.9077552
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.404354 0.6007255 1.2424184 1.0666418 0.5227114 0.6457704 1.6759860
#> [2,] 1.596885 1.5789007 1.5720741 1.5124625 0.5396366 2.0293332 1.7586927
#> [3,] 0.575833 1.4353189 0.5948424 0.7023131 1.2193762 3.2925679 0.5611851
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.9784676 1.7386558 4.8355384 3.3557661 1.389334 1.3762586 2.3398162
#> [2,] 1.0534614 2.6715460 0.6109958 0.5244187 3.038797 0.7219640 0.6836155
#> [3,] 1.2106584 0.8387999 2.5129897 1.0761843 3.194515 0.6362107 0.9129826
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.5042842 1.342798 2.939983 0.7399440 1.3228685 0.7616623 1.6148850
#> [2,] 0.9533020 1.240382 1.628710 0.7702664 0.5483975 1.4082397 0.9107169
#> [3,] 0.9916768 1.079561 1.415241 1.5342930 1.0926092 0.7000974 0.6530931
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.7688144 5.562924 1.0380918 1.0713273 2.952979 1.1349564 0.4254241
#> [2,] 0.9365026 1.995899 1.7656247 1.0384374 1.112420 0.6942098 1.1047551
#> [3,] 1.2813868 1.392236 0.8996144 0.7086525 1.440939 0.6437150 1.2118488
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 1.6880828 1.0694087 1.8224153 0.9449808 1.2526106 0.9625749 1.6571041
#> [2,] 0.7878575 3.0656179 0.4627899 1.2512119 1.0015057 0.6281217 0.6000118
#> [3,] 0.8327910 0.7953998 0.6011633 0.7757766 0.5408737 1.1634344 1.4953750
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.6857612 0.4561916 1.1280280 1.1812065 0.9834021 0.7438613 0.8873753
#> [2,] 0.4352461 1.6764041 0.8626432 0.9128992 0.9590179 0.7626687 0.8984593
#> [3,] 0.4651366 0.8083185 1.1783795 0.9112641 1.7961984 0.6955227 0.9687620
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.2989369 1.123807 0.8644526 0.5639475 0.4144349 1.108465 1.141245
#> [2,] 0.9579245 1.021639 0.9385603 0.7762351 0.8200634 1.918426 0.802208
#> [3,] 1.2949596 2.790639 1.1743530 0.9456256 2.3441484 3.122180 1.484842
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.5452176 0.7952571 0.7925336 1.904739 0.8001081 0.7416966 1.3131217
#> [2,] 0.9618511 4.9134039 1.5215578 1.318293 0.9831901 1.5438852 0.6817384
#> [3,] 3.1155286 5.8928179 2.6709408 1.165849 1.1484220 2.0748652 0.5721922
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.447478 2.113491 2.1534803 0.9628019 2.7594256 1.9693477 1.614959
#> [2,] 1.304942 1.447788 1.2135306 1.1923972 3.2216085 0.7711508 1.131790
#> [3,] 1.135098 2.001650 0.7329785 1.2220865 0.5979347 5.6774184 1.000238
#> [,302] [,303] [,304] [,305]
#> [1,] 1.7848619 1.8330768 1.711625 1.015085
#> [2,] 0.7577992 0.6533941 3.592192 1.047382
#> [3,] 0.7956310 2.9802290 1.189428 2.325287
#>
#>
#> $df
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 3.000000 3.003036 2.990887 3.180349 3.485009 3.709631 3.931947 4.366416
#> [2,] 3.283831 3.283831 3.388691 3.388691 3.647312 3.647312 3.753821 3.763269
#> [3,] 3.016814 2.929254 2.929254 3.307279 3.731753 3.731753 3.731753 3.731753
#> [,9] [,10]
#> [1,] 4.366416 4.644698
#> [2,] 4.357591 4.905091
#> [3,] 3.937231 3.937231
#>
## ------------------------------------------------
## Method `specify_posterior_bsvar_t$get_last_draw`
## ------------------------------------------------
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
# run the burn-in
set.seed(123)
burn_in = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
# estimate the model
posterior = estimate(burn_in, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
## ------------------------------------------------
## Method `specify_posterior_bsvar_t$is_normalised`
## ------------------------------------------------
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
# estimate the model
set.seed(123)
posterior = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
# check normalisation status beforehand
posterior$is_normalised()
#> [1] TRUE
# normalise the posterior
BB = posterior$last_draw$starting_values$B # get the last draw of B
B_hat = diag((-1) * sign(diag(BB))) %*% BB # set negative diagonal elements
normalise_posterior(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()
#> [1] TRUE
## ------------------------------------------------
## Method `specify_posterior_bsvar_t$set_normalised`
## ------------------------------------------------
# This is an internal function that is run while executing normalise_posterior()
# Observe its working by analysing the workflow:
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
# estimate the model
posterior = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
# check normalisation status beforehand
posterior$is_normalised()
#> [1] TRUE
# normalise the posterior
BB = posterior$last_draw$starting_values$B # get the last draw of B
B_hat = diag(sign(diag(BB))) %*% BB # set positive diagonal elements
normalise_posterior(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()
#> [1] TRUE