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,] 16.412471 0.000000 0.00000
#> [2,] 1.922383 14.315067 0.00000
#> [3,] -21.239191 -3.975383 18.01497
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 17.360242 0.00000 0.00000
#> [2,] -3.894427 34.38027 0.00000
#> [3,] -39.857438 -12.45351 37.35687
#>
#> , , 3
#>
#> [,1] [,2] [,3]
#> [1,] 16.397581 0.000000 0.00000
#> [2,] -9.264669 48.687871 0.00000
#> [3,] -48.337609 -6.629135 45.74673
#>
#> , , 4
#>
#> [,1] [,2] [,3]
#> [1,] 15.508412 0.000000 0.00000
#> [2,] -9.169766 52.711570 0.00000
#> [3,] -54.293540 -2.419654 52.51504
#>
#> , , 5
#>
#> [,1] [,2] [,3]
#> [1,] 15.846645 0.000000 0.00000
#> [2,] -9.504354 52.745713 0.00000
#> [3,] -56.845528 -3.275264 56.34008
#>
#> , , 6
#>
#> [,1] [,2] [,3]
#> [1,] 16.667736 0.000000 0.00000
#> [2,] -9.217172 52.207613 0.00000
#> [3,] -58.708061 -4.137081 62.82615
#>
#> , , 7
#>
#> [,1] [,2] [,3]
#> [1,] 14.48977 0.00000 0.00000
#> [2,] -11.42619 56.23271 0.00000
#> [3,] -56.33492 -4.87106 63.81353
#>
#> , , 8
#>
#> [,1] [,2] [,3]
#> [1,] 15.91780 0.000000 0.00000
#> [2,] -10.31831 52.648872 0.00000
#> [3,] -51.81729 -8.027281 62.80924
#>
#> , , 9
#>
#> [,1] [,2] [,3]
#> [1,] 15.494433 0.000000 0.00000
#> [2,] -9.868667 54.365005 0.00000
#> [3,] -62.711687 -6.547257 77.02764
#>
#> , , 10
#>
#> [,1] [,2] [,3]
#> [1,] 15.815083 0.00000 0.00000
#> [2,] -8.997006 52.58178 0.00000
#> [3,] -67.015639 -5.88310 84.39817
#>
#>
#> $A
#> , , 1
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.3335112 0.003651148 -0.3246670 0.6944842
#> [2,] -0.7322861 0.506905598 1.4896948 -0.5443097
#> [3,] 0.7802883 -0.323638020 0.3599105 -0.7192749
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.45149093 -0.06616698 -0.4588912 0.11870007
#> [2,] -0.03231326 0.87381469 0.1470354 -0.45398258
#> [3,] 0.68376882 -0.13155393 0.3146915 -0.04762102
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.49756388 -0.06603651 -0.51321565 0.1505851
#> [2,] 0.06488055 0.94167021 -0.03073634 -0.2031727
#> [3,] 0.61823672 -0.08094828 0.36752358 0.2389441
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.5058534 -0.06502581 -0.51218847 0.2490406
#> [2,] 0.0821871 0.94615597 -0.07501527 -0.3305822
#> [3,] 0.5967167 -0.06186129 0.38557737 0.3631459
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.5150784 -0.07548946 -0.52363079 0.1436435
#> [2,] 0.0943864 0.94941500 -0.08793447 -0.2789919
#> [3,] 0.5672264 -0.06823846 0.42111048 0.2895356
#>
#> , , 6
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.50428335 -0.07812157 -0.50714194 0.1411219
#> [2,] 0.08656287 0.95311545 -0.08419351 -0.2887384
#> [3,] 0.56560823 -0.06164343 0.41481414 0.2952302
#>
#> , , 7
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.4957599 -0.07629492 -0.5015418 0.1212156
#> [2,] 0.1151984 0.95665886 -0.1119934 -0.1901070
#> [3,] 0.5475173 -0.06430720 0.4289373 0.2062096
#>
#> , , 8
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.5377217 -0.06912892 -0.5584510 0.1610606
#> [2,] 0.1216276 0.95253355 -0.1266032 -0.2819535
#> [3,] 0.5290098 -0.06399407 0.4452055 0.1573285
#>
#> , , 9
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.5191178 -0.06926584 -0.5409522 0.11455468
#> [2,] 0.1200811 0.94305927 -0.1232094 -0.36682559
#> [3,] 0.4871113 -0.06394263 0.4847117 0.06046064
#>
#> , , 10
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.50012521 -0.08375857 -0.51439111 -0.008675317
#> [2,] 0.08016396 0.93366569 -0.07244162 -0.454298311
#> [3,] 0.43165310 -0.07234459 0.55540200 -0.014076148
#>
#>
#> $hyper
#> , , 1
#>
#> [,1] [,2]
#> [1,] 3.408051 1.0333696
#> [2,] 5.185586 1.5507657
#> [3,] 7.014920 1.0230360
#> [4,] 23.761119 15.3618946
#> [5,] 28.686155 13.6873667
#> [6,] 39.559772 12.5982649
#> [7,] 2.330824 0.9454854
#>
#> , , 2
#>
#> [,1] [,2]
#> [1,] 61.01833 0.5753213
#> [2,] 21.82348 1.2657683
#> [3,] 86.74714 0.9842953
#> [4,] 35.13942 8.3217422
#> [5,] 41.97782 16.4239189
#> [6,] 64.52847 18.2039310
#> [7,] 4.75534 1.9234365
#>
#> , , 3
#>
#> [,1] [,2]
#> [1,] 58.580900 0.8627321
#> [2,] 486.779330 1.1832470
#> [3,] 158.652397 0.7311096
#> [4,] 78.003449 13.4037686
#> [5,] 124.311759 16.3334600
#> [6,] 83.510559 13.6440542
#> [7,] 5.027708 1.7478311
#>
#> , , 4
#>
#> [,1] [,2]
#> [1,] 20.410700 0.9627315
#> [2,] 309.451820 1.1792734
#> [3,] 460.446315 1.2022164
#> [4,] 93.637336 14.3330731
#> [5,] 99.689884 11.7990638
#> [6,] 116.002535 14.6077014
#> [7,] 7.861385 1.3462852
#>
#> , , 5
#>
#> [,1] [,2]
#> [1,] 54.77772 1.268082
#> [2,] 119.76131 1.347866
#> [3,] 324.26259 1.594019
#> [4,] 172.34291 11.366585
#> [5,] 123.03796 12.255185
#> [6,] 185.65497 18.003942
#> [7,] 12.23977 1.412591
#>
#> , , 6
#>
#> [,1] [,2]
#> [1,] 85.79172 1.5371204
#> [2,] 636.98124 2.6363907
#> [3,] 1031.35160 0.8371331
#> [4,] 277.99200 11.0718150
#> [5,] 332.74976 11.8029207
#> [6,] 281.08993 13.4863918
#> [7,] 18.96516 1.4174719
#>
#> , , 7
#>
#> [,1] [,2]
#> [1,] 63.39106 0.8936753
#> [2,] 223.00490 0.5642375
#> [3,] 824.40392 1.0364171
#> [4,] 418.74220 13.3475668
#> [5,] 508.43204 9.5726708
#> [6,] 557.61388 8.6856858
#> [7,] 39.45247 1.4169436
#>
#> , , 8
#>
#> [,1] [,2]
#> [1,] 44.86767 0.9422701
#> [2,] 257.31796 0.6686812
#> [3,] 1232.89539 0.8445587
#> [4,] 323.23905 8.4944484
#> [5,] 598.02119 10.1064812
#> [6,] 765.95396 11.5265880
#> [7,] 45.68486 1.1564628
#>
#> , , 9
#>
#> [,1] [,2]
#> [1,] 77.36164 0.6591146
#> [2,] 251.67993 0.4514860
#> [3,] 710.61259 0.4426908
#> [4,] 376.38849 10.9640738
#> [5,] 919.38322 7.6593299
#> [6,] 600.91516 5.3564002
#> [7,] 48.43150 0.7805293
#>
#> , , 10
#>
#> [,1] [,2]
#> [1,] 77.58470 0.7125319
#> [2,] 439.27285 0.3658246
#> [3,] 1372.14542 1.0594186
#> [4,] 585.82009 7.7108080
#> [5,] 1231.29345 4.8028350
#> [6,] 897.70636 7.0407003
#> [7,] 83.38246 0.6769485
#>
#>
#> $lambda
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 3.540452 2.520262 9.164714 16.039396 1.721741 2.683770 2.642117 3.080709
#> [2,] 5.270460 10.012737 5.282220 8.466738 7.090457 4.334589 8.030951 5.866803
#> [3,] 1.853431 1.049333 3.138139 1.548684 1.675958 3.876096 4.430403 2.015307
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15] [,16]
#> [1,] 4.8310116 1.635626 2.024156 3.308660 4.417525 3.664536 6.923278 3.319270
#> [2,] 5.6435717 5.338964 12.580848 7.314720 23.608711 9.171821 6.268695 5.662681
#> [3,] 0.7726243 1.627331 2.133528 1.390555 2.197638 3.529330 2.109513 2.009731
#> [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> [1,] 14.408068 7.889018 7.640705 3.879198 3.811237 3.418620 1.9878087
#> [2,] 11.550189 4.377068 7.900469 26.548402 9.916051 2.715696 11.3963591
#> [3,] 1.874719 9.730291 1.889455 7.313873 1.359261 1.483398 0.7780089
#> [,24] [,25] [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 2.150733 2.304799 3.315388 2.671735 8.372804 3.606035 3.498225 1.647351
#> [2,] 6.814557 4.836868 6.959955 11.967497 7.384156 18.444781 17.004915 8.624920
#> [3,] 2.104286 2.249408 2.175902 2.205290 1.781713 1.415997 1.544320 3.371218
#> [,32] [,33] [,34] [,35] [,36] [,37] [,38] [,39]
#> [1,] 7.542598 2.464371 6.048727 3.289724 4.181329 3.206682 2.640620 7.017779
#> [2,] 8.487009 3.801203 25.043020 17.934383 5.039465 4.268656 6.373817 11.842223
#> [3,] 1.564344 3.270611 2.062665 1.221631 2.140605 1.826775 3.135537 1.559394
#> [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47]
#> [1,] 12.09951 7.200266 2.750696 2.501413 4.391044 1.100224 9.298000 2.582932
#> [2,] 10.06847 10.663711 11.855140 4.862682 4.909722 19.637852 5.305189 6.524426
#> [3,] 5.28764 5.339874 1.895007 2.417724 4.905685 3.258340 2.476736 5.049110
#> [,48] [,49] [,50] [,51] [,52] [,53] [,54] [,55]
#> [1,] 2.352484 2.9787922 1.845919 1.136795 4.323988 6.027395 5.122956 2.150045
#> [2,] 14.480088 13.7429322 7.504076 3.624562 6.195662 4.728098 9.342122 8.838838
#> [3,] 1.897839 0.9057342 4.580740 1.099468 1.382855 9.876102 6.525074 1.079526
#> [,56] [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 3.067464 8.101060 5.381487 3.035276 2.410602 3.897838 5.302736 2.490380
#> [2,] 6.978722 14.429534 17.395463 6.965721 7.048545 4.738533 6.939889 5.291078
#> [3,] 1.758056 1.496987 5.821890 1.316360 2.338154 2.174679 1.491242 1.623303
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 1.684536 2.382122 3.802891 2.691171 4.240780 2.628618 4.763595 1.535086
#> [2,] 11.291531 4.617243 25.432772 9.067485 10.471495 6.718267 3.771288 9.482627
#> [3,] 1.037942 3.438959 1.029622 5.193129 2.019903 1.361108 2.163090 4.358420
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78] [,79]
#> [1,] 4.116881 1.358309 3.494115 2.666863 1.221521 2.914924 1.581149 4.388378
#> [2,] 7.541594 9.377829 12.303446 5.708504 16.184950 8.845657 13.046585 8.885176
#> [3,] 4.817385 2.668199 2.998075 4.663027 2.356361 2.594502 1.803220 1.912645
#> [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 3.049609 2.263364 2.143373 3.404249 4.330356 2.181923 3.482683
#> [2,] 2.461889 5.024757 13.897014 3.050400 4.273672 7.713225 2.609821
#> [3,] 10.102997 2.427596 4.243580 9.441692 10.889562 1.711600 2.311467
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94]
#> [1,] 2.155155 2.446757 2.748334 4.655521 1.740294 1.836775 2.312805 2.4191490
#> [2,] 15.949455 8.705724 7.582154 4.724590 4.831592 3.453386 7.475319 4.1170701
#> [3,] 1.256999 3.423101 4.464010 1.242323 1.657610 2.568446 1.572030 0.7906146
#> [,95] [,96] [,97] [,98] [,99] [,100] [,101] [,102]
#> [1,] 2.098531 1.150692 2.067424 5.113855 2.793650 5.992268 1.590986 1.541303
#> [2,] 4.982823 24.200093 8.480098 7.034440 14.563557 7.629557 2.988849 7.124163
#> [3,] 9.471022 2.725397 4.461773 1.831998 3.727502 2.467264 3.176359 1.218325
#> [,103] [,104] [,105] [,106] [,107] [,108] [,109] [,110]
#> [1,] 1.257603 2.576120 3.782374 1.576240 10.081532 2.037845 3.206538 1.949231
#> [2,] 7.226103 6.510109 9.374574 6.689238 7.127498 5.530983 10.239242 7.546636
#> [3,] 1.117819 1.812378 4.169798 1.052264 2.035238 2.739859 1.322619 1.701637
#> [,111] [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] 3.490679 3.488813 12.001925 8.218590 1.969761 1.050636 8.264412
#> [2,] 4.534151 11.127720 4.638713 48.460139 4.651306 7.253013 17.924569
#> [3,] 1.909240 2.081063 1.607264 3.697687 3.448068 3.899701 1.408719
#> [,118] [,119] [,120] [,121] [,122] [,123] [,124] [,125]
#> [1,] 1.024446 6.258715 2.933105 2.078649 3.692007 4.783256 1.612427 6.415669
#> [2,] 14.192039 12.979929 5.166439 7.311245 4.913478 3.878144 3.060744 8.025553
#> [3,] 6.150928 1.036808 4.673937 4.416107 2.713420 1.394074 3.220951 7.823073
#> [,126] [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.426615 2.110630 2.299435 3.295255 4.934442 1.018086 4.812407 1.128337
#> [2,] 6.382982 10.752365 8.649643 5.366184 7.466948 8.398049 6.213370 11.276472
#> [3,] 3.785405 1.554086 1.105406 3.394400 1.526277 1.151357 3.927178 3.512515
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 5.9479020 2.197179 3.898125 5.412764 3.627904 1.8376160 1.570358
#> [2,] 6.7457658 11.644777 14.313140 7.903604 4.575158 12.8091270 6.785904
#> [3,] 0.9205373 2.642254 5.807152 1.471524 2.607216 0.9033954 5.096781
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 2.7080703 1.878700 4.038049 1.905045 1.876999 1.387278 4.247600 1.055281
#> [2,] 14.9468012 8.918599 4.684840 3.358915 6.467012 9.781015 4.070894 13.318271
#> [3,] 0.7351375 3.437331 4.016491 3.981840 1.781577 1.865112 2.154745 1.226829
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 2.024350 7.718762 7.939749 0.9854599 1.413698 3.363542 8.948808
#> [2,] 12.558058 8.370955 4.764653 8.0202590 12.536932 7.540835 7.040341
#> [3,] 3.588332 3.394248 3.757205 1.5474932 3.328852 1.542240 1.019058
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162] [,163]
#> [1,] 3.917391 2.792008 1.213954 2.894380 2.240381 3.841205 4.000605 1.545279
#> [2,] 22.464732 3.655172 15.629735 6.587225 5.018501 4.317577 8.721008 20.676204
#> [3,] 1.684816 1.193977 1.478499 1.633035 1.678853 1.063735 4.512505 3.506453
#> [,164] [,165] [,166] [,167] [,168] [,169] [,170] [,171]
#> [1,] 2.517846 0.8084574 2.339589 2.837375 4.162545 5.803858 1.858322 3.5597709
#> [2,] 3.658881 4.1821385 4.799981 9.149616 4.259311 7.392808 6.428113 7.6149686
#> [3,] 2.270674 2.8330102 1.370459 2.498386 6.911384 1.176972 1.632187 0.9987267
#> [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3.629282 4.671600 1.905626 6.904042 2.960252 4.284064 4.164253
#> [2,] 27.032940 11.515583 5.525514 6.830306 12.726530 18.864990 4.712785
#> [3,] 2.117701 1.061559 4.576845 1.644257 2.524275 3.947429 2.030805
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186]
#> [1,] 1.668676 1.878812 3.041630 4.904141 1.685685 2.078058 7.129105 3.111064
#> [2,] 47.189995 17.458416 5.714600 5.431935 8.180735 1.913439 4.653527 19.680551
#> [3,] 1.241997 2.246458 3.534458 2.287100 1.224225 2.936440 2.179590 2.241096
#> [,187] [,188] [,189] [,190] [,191] [,192] [,193]
#> [1,] 9.667540 8.490726 12.008456 3.548912 0.8342872 1.209239 2.887013
#> [2,] 2.591588 5.355077 6.869852 76.117429 5.2447156 4.814638 14.187545
#> [3,] 1.467945 1.880195 1.251403 2.522508 1.7074676 3.943553 1.342801
#> [,194] [,195] [,196] [,197] [,198] [,199] [,200] [,201]
#> [1,] 3.255143 2.932855 1.649692 3.418354 2.629032 1.356083 0.905502 1.212265
#> [2,] 3.610079 8.404167 7.235488 8.689734 8.469882 13.401080 4.876003 12.499645
#> [3,] 2.989616 2.558532 4.423574 1.600860 1.417624 5.439365 1.418435 1.795984
#> [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 2.9254130 1.852490 1.583659 4.073256 1.570120 1.800505 8.510537
#> [2,] 3.7059065 33.168789 7.270861 11.758557 6.643943 3.133873 7.926679
#> [3,] 0.9335881 4.464217 1.359677 3.506118 9.447020 3.296285 5.824031
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215]
#> [1,] 3.230344 2.384126 2.535646 2.0549392 2.617279 12.156345 4.916125
#> [2,] 10.708228 9.435435 10.908121 7.8301183 4.565784 10.100825 6.229616
#> [3,] 1.638641 3.061766 4.063063 0.4757356 1.793375 1.268596 1.060565
#> [,216] [,217] [,218] [,219] [,220] [,221] [,222] [,223]
#> [1,] 3.245436 1.421862 1.352432 3.081956 3.145646 2.760562 1.550881 1.465644
#> [2,] 10.407776 15.048228 6.269185 12.061343 2.640201 6.974987 7.998623 9.041370
#> [3,] 3.359774 1.476859 1.600599 3.109529 2.470140 1.904576 4.952719 1.268120
#> [,224] [,225] [,226] [,227] [,228] [,229] [,230]
#> [1,] 4.086717 2.397275 1.407123 2.2285144 20.475768 1.739788 1.8185623
#> [2,] 8.381481 49.602995 7.941938 14.3661183 4.812065 8.555841 3.9618588
#> [3,] 6.840924 1.140334 2.214303 0.9470245 3.029655 0.907781 0.6823804
#> [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 12.696237 1.746010 1.167084 1.886411 4.683933 1.610432 2.314569 1.394127
#> [2,] 11.826214 19.420221 3.410286 3.464657 4.113783 20.650647 9.575304 7.281260
#> [3,] 2.785557 1.579397 3.807046 0.705653 1.426289 1.649805 0.968279 1.127977
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 8.033604 8.312034 1.8100774 2.791053 1.5031860 11.117262 1.574475
#> [2,] 3.995354 4.839655 36.5207928 4.808396 3.4541762 8.380132 6.750172
#> [3,] 2.305749 2.018334 0.9999207 2.910438 0.7920785 1.893674 1.095778
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 7.068027 2.468367 2.236292 2.137328 2.786480 0.9134114 2.438867 6.124540
#> [2,] 5.098244 5.818584 6.008132 10.745992 2.200911 9.9437840 6.362060 3.206873
#> [3,] 1.311981 5.073032 1.312499 2.277098 1.535043 1.5237233 2.829234 20.556476
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] 2.147504 1.657955 1.675727 4.387441 2.210968 4.277185 2.107488 2.851585
#> [2,] 22.445569 4.232578 3.307860 7.567076 22.235476 4.340232 18.115612 6.327844
#> [3,] 2.244286 2.218494 1.409272 1.547637 1.569604 1.552099 1.455016 1.393929
#> [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 4.0017053 2.505196 2.7124207 7.387641 4.211187 6.694229 1.049221
#> [2,] 26.7713795 9.497653 7.4247039 19.576139 6.936297 23.177441 6.016567
#> [3,] 0.9919443 1.404929 0.7545939 1.762410 30.199640 5.315876 2.117151
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] 2.747127 11.603376 1.394562 6.147092 2.311937 1.9862000 2.253222
#> [2,] 13.946236 41.552459 6.522142 4.717435 4.360932 3.0702653 2.691045
#> [3,] 1.805408 2.968278 1.832587 6.802535 2.682950 0.8785087 2.417599
#> [,276] [,277] [,278] [,279] [,280] [,281] [,282] [,283]
#> [1,] 1.8209050 2.864817 1.844552 1.730677 1.889067 2.370027 2.079549 7.606649
#> [2,] 3.5349519 4.571907 5.595650 5.831422 16.354946 8.091874 6.005028 15.619521
#> [3,] 0.9752704 9.319565 1.442767 2.408100 5.002019 3.523998 1.694923 1.477880
#> [,284] [,285] [,286] [,287] [,288] [,289] [,290] [,291]
#> [1,] 2.214428 2.442051 1.341601 4.407516 1.854626 1.921922 2.921699 8.815825
#> [2,] 6.344202 25.280831 5.768873 12.218932 4.429786 9.802493 6.476168 15.757997
#> [3,] 2.140771 1.945739 1.126443 2.316558 1.666794 1.383573 2.987143 3.042264
#> [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 12.609697 2.170218 5.585331 2.405907 5.248667 1.430878 29.3350086
#> [2,] 5.733741 30.587566 4.214182 11.456381 5.682818 7.961032 6.4638903
#> [3,] 1.231587 2.106137 1.351605 3.569084 1.491445 1.562203 0.7107312
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 2.112859 1.258158 5.821557 2.9810537 4.539588 2.008399 1.5927537
#> [2,] 2.334585 18.572500 4.033866 4.0222504 4.969498 7.474373 13.2760607
#> [3,] 6.327489 1.412537 1.224014 0.9730043 2.771560 2.182326 0.9563649
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.9017377 1.891249 1.238914 4.3225826 1.002523 2.2806299 1.8452158
#> [2,] 0.7903373 1.131696 1.571671 0.7482688 2.112874 0.4762580 0.5026605
#> [3,] 1.3620806 4.027027 1.359301 0.2767223 1.184058 0.9500761 1.4162220
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 4.6755716 12.082192 2.6417463 2.312676 1.792419 3.269563 1.144029
#> [2,] 0.5733072 0.440945 0.6252284 1.477859 5.152401 11.135978 4.244006
#> [3,] 1.4995503 1.463851 1.2647570 6.241501 1.742796 1.919638 6.373979
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 2.316323 2.7682991 2.5131349 0.827506 1.887018 1.773548 1.653471
#> [2,] 6.173671 3.9077645 11.8650576 14.837918 7.403496 5.141613 5.331600
#> [3,] 1.093206 0.8543636 0.6910734 3.115428 2.991893 1.292734 2.540270
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.1277763 9.7919071 0.7876731 1.203636 1.496966 1.791998 2.601216
#> [2,] 12.1916943 7.1144091 3.7769907 3.303945 3.070202 2.671475 2.158840
#> [3,] 0.9177467 0.6593465 2.5688006 1.740941 3.642651 3.742990 1.093108
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 3.094933 1.7369433 4.387743 2.0695347 0.3937962 0.7884910 1.4379704
#> [2,] 2.311996 1.8490160 2.522448 2.5033787 14.2334822 2.1135250 2.4457266
#> [3,] 1.762585 0.8748759 3.880274 0.8823972 0.9423683 0.8713125 0.3908357
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 3.3530860 1.650994 3.4447633 1.8106597 2.2261084 1.1308315 4.509502
#> [2,] 2.5627142 3.888778 3.1079173 7.9779030 3.7923234 6.9111770 5.722687
#> [3,] 0.6379807 1.020626 0.4777317 0.8472167 0.9059054 0.6405453 1.194049
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.8478673 3.798368 1.8795519 2.8496919 2.237296 2.584162 1.8299188
#> [2,] 4.3818095 4.902140 4.6074254 1.5893314 1.661767 1.214393 1.4464508
#> [3,] 0.9120177 1.341632 0.6453912 0.9148303 1.694217 1.475868 0.3393219
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.6904251 1.463977 1.216668 0.8292675 1.1535127 0.9677751 2.862982
#> [2,] 0.9256678 4.418099 3.985678 5.3409231 4.1464191 3.5244562 7.023827
#> [3,] 0.9712927 1.216514 1.565620 0.8494156 0.4697403 0.6633142 1.220098
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9464693 1.2284655 0.9294865 2.5457657 0.7847671 2.076549 0.9428677
#> [2,] 1.5615671 2.9418496 1.5471284 4.6843830 3.8345097 9.599150 0.9846782
#> [3,] 1.8015663 0.8964689 0.4100982 0.7079332 12.0261060 8.380470 1.2019170
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.540809 1.448475 2.405201 1.0241332 2.631893 5.2438157 0.9016347
#> [2,] 1.800957 1.689208 1.273839 0.7662501 1.582502 0.9911663 1.7451765
#> [3,] 1.654342 2.249086 1.085067 1.6073057 1.431017 2.3416844 1.4012600
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 0.6728437 4.536098 2.0105309 1.244745 1.179235 2.201280 2.1048772 3.514600
#> [2,] 2.8750068 1.944674 0.8535258 2.822541 1.912787 1.881268 2.8239246 2.029799
#> [3,] 1.4249900 1.044989 1.8145708 1.092646 1.077596 0.616384 0.7919625 4.646176
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 1.349883 1.250933 2.295791 0.7625874 0.8106092 1.3810348 2.536842
#> [2,] 2.843107 2.544457 3.353351 1.2342252 3.0250531 3.3800952 2.180315
#> [3,] 1.557169 1.530318 2.220490 0.6968135 0.5397268 0.9205729 2.376645
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 1.7355900 0.9488101 1.2680960 0.8453535 0.3156596 0.6255945 0.7959715
#> [2,] 1.9308497 2.2933288 0.9532929 0.8457775 1.4618418 1.6741264 1.2153861
#> [3,] 0.3843204 0.7585413 7.7649614 1.4490747 1.2736458 0.6468272 1.4028361
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 2.7395924 1.022412 1.013461 1.938682 2.2768424 2.5276498 1.4156591
#> [2,] 1.9118321 1.015563 1.743513 1.642204 1.6143066 1.4138324 2.6385921
#> [3,] 0.9741234 2.486437 1.354241 1.193245 0.4109532 0.5609244 0.7576988
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 12.976587 2.2954440 2.0738813 2.0596055 2.385917 1.302373 1.2255822
#> [2,] 4.129287 0.7327466 0.7674761 0.9135698 2.855562 1.423171 0.6961729
#> [3,] 1.603033 0.8035961 0.8511988 0.5878243 1.348098 3.975143 0.7721891
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 0.3958422 0.4854054 2.931647 2.9216669 0.9138574 6.662283 0.6063865
#> [2,] 1.7990774 0.9252394 1.096836 0.5111671 2.7148677 1.200561 2.2844027
#> [3,] 1.2721155 0.9921270 3.157977 1.4470934 0.6544618 1.317252 1.6906025
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 1.0677906 1.180013 0.7552364 3.7167117 1.4091718 6.8385812 1.1359453
#> [2,] 1.9291783 3.282276 1.0655737 1.1352597 0.3260278 1.5955323 0.3956257
#> [3,] 0.8333482 2.026332 0.6408620 0.8966766 0.6490462 0.5736515 0.6319868
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 1.520571 5.0224442 2.2018802 1.7361745 0.5170518 1.526332 0.5709204
#> [2,] 1.948007 2.7627533 0.9612641 0.7929642 0.5804401 1.272531 0.4138664
#> [3,] 1.303884 0.9094795 0.5777804 0.4906280 3.1063363 1.530403 0.9767683
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 1.336428 0.7027956 2.8348870 0.6442387 1.208846 1.223961 0.6344057
#> [2,] 1.622902 1.1414801 1.1753825 1.4519084 1.246670 3.216895 5.6428803
#> [3,] 1.338506 2.2667347 0.8589056 1.2137886 1.534688 1.509339 1.3225776
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 2.131495 4.0107768 0.7440429 0.6444457 0.8387982 2.2851278 0.6254918
#> [2,] 2.445828 1.1918916 0.8279119 1.7540531 3.2716525 3.5464055 0.9991748
#> [3,] 1.348907 0.8762362 0.9385636 0.7362374 0.7313481 0.8177282 1.2921196
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 1.1842813 0.8703001 0.6521147 0.9573430 1.2676917 0.6818253 1.2116246
#> [2,] 0.7728190 0.5266254 1.3211811 1.5630687 0.8321057 1.0512113 0.6299503
#> [3,] 0.9790046 0.9233579 0.4127254 0.6241605 0.9840107 0.7526943 1.5793754
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 1.0226918 4.2040493 1.234347 1.617067 1.5731312 0.4387702 0.6018196
#> [2,] 0.6227817 1.4271242 1.196439 3.332674 2.0240226 1.0793604 0.6376689
#> [3,] 0.9566453 0.9678396 1.315460 1.241270 0.7533869 0.4487499 1.3182210
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 1.348695 2.734359 0.7766528 1.1795362 6.9084555 1.8871318 2.4793918
#> [2,] 1.649031 5.626566 0.4498079 0.5880064 1.4108955 0.5869843 2.1381037
#> [3,] 1.835849 1.319687 1.5809170 1.5003236 0.9718868 2.1002931 0.5135077
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 0.4682028 0.6429014 1.105932 1.3356717 0.4720754 1.4320371 0.5516308
#> [2,] 1.8191082 0.7278871 1.483191 1.4471496 1.5886829 1.4794506 2.7533839
#> [3,] 0.6530238 2.3918935 0.801352 0.9753783 1.4219108 0.8464462 0.9177403
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 0.5268026 0.9393119 0.7751865 0.3939532 0.7329792 1.154015 1.2042637
#> [2,] 1.0436094 1.9911600 0.9103464 0.4911265 0.4552597 0.282756 0.5705646
#> [3,] 1.0893021 0.5588781 0.5618949 0.5966149 1.7831195 2.065727 3.4673935
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 4.6977004 0.8185684 0.6964528 0.3813883 0.7719953 0.3725796 2.0005517
#> [2,] 4.8327697 0.6273029 0.9629667 0.8783528 1.3178072 1.2197410 0.5785285
#> [3,] 0.7147798 0.7759475 1.4856078 2.1930648 1.2584406 2.2560833 1.1829769
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 1.717902 1.4660891 1.0470314 0.5164466 0.5286080 0.6982066 1.4229545
#> [2,] 1.247934 0.5966107 0.5240261 2.3931888 0.7471609 1.5326419 1.0852688
#> [3,] 3.314696 2.6932887 1.4169823 0.8851570 0.6921780 1.8976910 0.9621524
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 2.7253531 1.4628009 1.244359 0.2481606 0.9934030 3.560483 2.8840736
#> [2,] 1.9061967 0.7669424 2.322082 1.6714080 2.0770177 1.152090 0.9042064
#> [3,] 0.4915079 1.7729009 1.012971 0.8038510 0.6453209 4.984400 1.5826738
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 2.246783 0.851938 1.269956 0.8952498 2.0014811 1.152171 0.9603799
#> [2,] 1.337715 1.569102 1.914867 0.6581979 0.6704598 2.105212 3.1275635
#> [3,] 1.608381 2.828522 1.329750 0.6414856 0.7885712 4.591970 2.3217341
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 0.6884638 2.352385 2.733810 1.100798 0.2905421 0.944330 0.9694525
#> [2,] 1.9285550 7.171263 1.527467 3.533395 1.1570288 1.475039 2.6781067
#> [3,] 2.1910928 3.806429 2.015647 1.780811 1.2617434 2.523236 0.7345514
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 1.0435768 0.7706430 0.8513033 1.145463 0.5448327 1.0597276 1.067234
#> [2,] 0.4781009 0.5609916 2.9942130 1.540583 0.7798468 5.9452081 2.556389
#> [3,] 2.1927012 3.6879114 0.5471457 1.503524 0.8839920 0.4609874 2.163538
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.7948332 4.0128691 2.4522032 2.631099 6.2433470 1.100307 0.8547042
#> [2,] 2.2717663 1.2708103 0.9279819 1.308163 4.5079214 1.573043 4.7249606
#> [3,] 3.7455487 0.9829001 0.7122924 1.230114 0.5400926 2.252169 0.8526846
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232] [,233]
#> [1,] 0.7719960 0.7541382 1.860712 0.3256414 5.036550 2.769189 1.716198 1.637792
#> [2,] 1.3376242 2.6241170 4.888245 2.9497224 1.436196 2.571164 3.325071 1.937111
#> [3,] 0.5370062 0.7369192 1.104106 0.9232658 2.913373 1.464845 1.259050 1.000189
#> [,234] [,235] [,236] [,237] [,238] [,239] [,240]
#> [1,] 0.5519067 1.6193896 1.0284941 1.4419422 0.3925687 0.4947135 1.2299855
#> [2,] 8.9768689 2.4777893 1.9527071 2.2295130 8.4558687 1.5608087 1.8110745
#> [3,] 1.0259677 0.9847843 0.7298768 0.7809226 0.4771914 0.7843808 0.5019844
#> [,241] [,242] [,243] [,244] [,245] [,246] [,247]
#> [1,] 0.6576125 1.8133158 0.9460367 2.255585 1.126549 0.8012689 0.6486172
#> [2,] 1.4601721 3.1803676 3.0364778 1.592249 4.141527 4.0699294 2.8269916
#> [3,] 1.4683384 0.4411227 2.5516402 7.649889 3.287106 4.1398617 0.9715117
#> [,248] [,249] [,250] [,251] [,252] [,253] [,254]
#> [1,] 1.9436144 0.659458 2.304813 2.2396935 0.8294716 1.223389 0.7559286
#> [2,] 1.2757996 1.406478 1.741976 2.4144342 4.5574987 1.663059 3.6764435
#> [3,] 0.7014111 3.993578 2.078859 0.6599626 1.9912416 0.785018 1.9225140
#> [,255] [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] 1.983564 8.213391 1.215988 1.239803 0.8587856 10.321309 0.6292025
#> [2,] 2.115264 1.769044 4.945757 1.902924 5.8668724 1.729499 2.1632480
#> [3,] 10.144370 1.701302 1.022011 1.928519 1.0480181 1.809987 2.1598519
#> [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 17.132092 1.211054 1.482692 1.079685 0.5407749 0.8171586 0.8763592
#> [2,] 2.739293 1.979232 4.705914 2.142532 1.7134278 3.2744457 4.8706281
#> [3,] 0.583101 1.552535 1.061524 0.624514 0.3945634 0.4458744 0.6054906
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] 0.2931136 1.036413 0.9096245 0.6191597 1.004744 0.5728153 1.3269170
#> [2,] 11.7597684 3.237616 1.7822627 3.4253609 2.584267 5.1086308 5.1636784
#> [3,] 6.2913104 0.828089 0.6712514 1.6616115 3.106297 1.5198429 0.4840979
#> [,276] [,277] [,278] [,279] [,280] [,281] [,282]
#> [1,] 1.733283 0.6622797 1.623553 0.4707582 0.4195606 0.6738955 1.095154
#> [2,] 1.600504 2.0628876 12.981051 19.9672362 3.9358854 2.6897825 1.164939
#> [3,] 1.858002 1.3398835 2.517654 2.4081279 0.4743934 1.0906833 1.345975
#> [,283] [,284] [,285] [,286] [,287] [,288] [,289]
#> [1,] 1.3575028 0.8257706 0.7519234 0.822328 1.670943 1.739725 1.5938847
#> [2,] 1.6364139 2.4314469 2.2773004 76.774631 4.558328 1.683399 4.2024006
#> [3,] 0.9780997 0.7146026 0.4466969 1.268614 1.393684 2.360993 0.3767336
#> [,290] [,291] [,292] [,293] [,294] [,295] [,296]
#> [1,] 2.016691 3.2179584 0.4289182 6.5028433 0.5382561 1.5668610 0.8720729
#> [2,] 3.641302 1.4539852 3.4627119 4.7383387 3.8045981 12.1566904 5.1812328
#> [3,] 2.910607 0.5234844 2.0127941 0.8879039 0.3893876 0.8638729 1.1558438
#> [,297] [,298] [,299] [,300] [,301] [,302] [,303]
#> [1,] 0.5558565 0.5337618 1.4311465 3.787435 0.5613182 0.7232596 1.4807331
#> [2,] 3.4596120 1.7042200 5.7912780 3.815145 6.7393973 4.2432120 4.6742595
#> [3,] 1.2380869 0.3924056 0.5244289 1.012394 1.2176896 1.1091800 0.5026667
#> [,304] [,305]
#> [1,] 5.375594 0.6501301
#> [2,] 2.948638 4.4438612
#> [3,] 1.012549 0.5781707
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.5937902 1.2613889 1.5726643 1.440561 1.4875811 1.9741359 1.223387
#> [2,] 0.5676179 0.8227241 0.6765410 1.022423 0.7983213 0.8423664 1.442789
#> [3,] 7.1788590 1.9836119 0.7859478 0.408916 2.4030247 1.6522431 1.265056
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 3.0259409 1.776886 8.156052 3.476805 5.033675 2.164739 2.202789 1.675979
#> [2,] 4.1526918 1.981600 3.019022 2.834041 9.407588 3.564135 14.233280 8.747193
#> [3,] 0.4449299 3.100482 1.406007 1.303434 3.233601 1.110494 1.983872 1.118057
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> [1,] 2.0989670 0.7124472 1.235702 2.563605 1.954707 2.0099807 2.402605 2.328808
#> [2,] 3.5178173 4.5986236 1.468808 1.985283 1.458523 1.1173959 1.234769 1.004854
#> [3,] 0.7398442 0.5123591 1.066632 1.082495 1.858334 0.3922205 1.020552 1.120873
#> [,24] [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] 1.8390500 1.7086401 1.2951690 1.4350967 2.077209 2.0015871 2.1766407
#> [2,] 0.5641569 0.5029967 0.2933629 1.0282248 1.033244 0.9765770 0.7599958
#> [3,] 1.5212025 2.4739693 1.2173924 0.7055252 13.722312 0.9549694 1.5153514
#> [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 2.3486584 1.405137 2.576643 1.4956104 5.9555000 0.8373646 2.305238
#> [2,] 0.5870052 0.912436 1.406186 0.5957039 6.7876529 1.3294988 2.165760
#> [3,] 1.3314180 1.310335 1.009139 0.5588561 0.5987229 1.5820118 1.124742
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44]
#> [1,] 0.7817131 1.340651 0.7533649 1.180302 2.794820 3.7351400 5.5412130
#> [2,] 0.5844751 1.509760 1.6386129 2.614064 2.753023 0.9265257 0.6970542
#> [3,] 0.8579688 1.128355 0.5541103 1.952768 1.016532 3.6601379 1.9547521
#> [,45] [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] 1.9840536 1.5121184 1.1361001 1.166280 1.1651735 5.736472 0.8345414
#> [2,] 1.3604576 0.7966567 2.7876473 1.522163 0.8653087 2.767507 2.3628586
#> [3,] 0.5696292 0.4751913 0.5854602 0.609325 1.0328343 1.156230 0.5747860
#> [,52] [,53] [,54] [,55] [,56] [,57] [,58]
#> [1,] 0.9246703 1.9573236 1.8016740 1.5553349 3.8561687 1.081395 0.6327515
#> [2,] 0.7141528 0.7965651 0.7649529 1.6689719 1.3515662 2.158486 2.1577107
#> [3,] 0.2757462 0.6527434 0.6802465 0.4612702 0.7216624 1.016819 0.9456403
#> [,59] [,60] [,61] [,62] [,63] [,64] [,65]
#> [1,] 2.3205096 0.5348449 0.899316 1.1205732 0.5510473 1.110858 0.7075989
#> [2,] 2.4653397 3.9537830 1.151075 2.5892874 1.8543765 2.148857 2.0025387
#> [3,] 0.7832917 0.4891048 1.007530 0.8637849 3.6485334 3.697493 1.0856853
#> [,66] [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 4.1832930 2.5480905 2.1203829 5.413199 0.678381 1.577153 4.614547
#> [2,] 0.7112637 0.3054681 0.6111580 1.226171 1.602269 1.199022 1.786849
#> [3,] 1.4769935 0.7414792 0.7494656 1.205239 3.909475 1.004337 1.884462
#> [,73] [,74] [,75] [,76] [,77] [,78] [,79]
#> [1,] 3.5123973 2.5916346 0.9423523 1.812568 0.9487935 2.4716054 1.272120
#> [2,] 0.4944127 3.4534155 1.0925368 3.380340 0.5056717 2.4343648 1.320998
#> [3,] 0.6833904 0.6253024 1.0306740 1.716089 1.7383963 0.5900585 1.602772
#> [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 1.087409 0.5421759 1.3809847 1.531990 0.8520663 1.714623 0.498788
#> [2,] 5.863004 0.7763737 2.5095379 3.474660 1.4245787 3.987296 1.585572
#> [3,] 0.525628 0.7551301 0.8839827 1.035373 1.9752224 1.619031 3.425020
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] 1.0805474 0.3911734 0.9017136 0.6800374 0.9163471 0.4697149 1.681299
#> [2,] 1.3418311 1.0938775 1.1580009 2.0760884 0.7299690 0.4996916 1.785424
#> [3,] 0.4259586 1.2725243 0.4683712 2.4867151 0.7992605 2.8058338 1.020316
#> [,94] [,95] [,96] [,97] [,98] [,99] [,100]
#> [1,] 1.1310178 0.7526388 2.241693 1.2069941 0.6716019 1.270251 0.8681613
#> [2,] 0.8541696 0.9963261 1.215128 0.7139581 1.8537074 1.389154 2.0143870
#> [3,] 0.7374184 1.0723183 1.058554 0.3350156 1.2700322 1.845067 0.5872926
#> [,101] [,102] [,103] [,104] [,105] [,106] [,107]
#> [1,] 0.8134976 1.1541164 1.4025188 1.640412 0.8261463 0.7876946 0.8473232
#> [2,] 1.0261276 0.4872155 2.0324740 1.090969 0.3914811 0.7421723 0.9115286
#> [3,] 0.9045657 1.0449810 0.8574044 1.980499 1.7307093 0.3296167 1.0737031
#> [,108] [,109] [,110] [,111] [,112] [,113] [,114]
#> [1,] 0.6309362 3.9502295 4.784451 2.332133 1.324456 1.2944129 0.6342677
#> [2,] 1.8276050 0.5967348 1.362159 1.563170 1.989189 0.4070546 0.2754039
#> [3,] 1.4244882 27.6166043 8.863145 1.262431 2.390522 0.6827949 4.5162148
#> [,115] [,116] [,117] [,118] [,119] [,120] [,121]
#> [1,] 1.0785070 0.2870786 1.1082770 1.765026 1.150983 1.2874359 4.7997767
#> [2,] 3.7783892 0.7308041 1.2948037 1.066994 1.073122 0.3963614 0.4869381
#> [3,] 0.6698443 1.1280049 0.7487375 1.180917 1.556309 0.7546838 1.0204313
#> [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 1.1702947 0.9210062 0.815667 2.2656946 1.763617 0.9038468 0.6432801
#> [2,] 1.9074538 0.5737393 0.965582 0.7299926 1.691289 1.6374129 0.7850574
#> [3,] 0.7858454 1.4761523 0.816511 0.6658469 2.360138 4.6572657 0.9918421
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135]
#> [1,] 0.5914778 0.9162107 0.412433 0.9933514 0.8367948 0.8272633 2.969717
#> [2,] 1.1706271 0.9742088 1.275451 6.9009084 1.5876849 0.6186389 1.053563
#> [3,] 2.6353826 0.7399491 1.983242 1.5560239 0.6468169 3.7664634 3.104762
#> [,136] [,137] [,138] [,139] [,140] [,141] [,142]
#> [1,] 0.9792953 1.391863 1.2217663 0.7705676 0.4582074 0.5196393 0.9027134
#> [2,] 1.7820959 1.083742 4.7833206 0.9233579 1.0971470 1.3821380 1.0504102
#> [3,] 0.5478851 2.573335 0.3328094 0.9688671 1.1289810 0.2450903 1.2199236
#> [,143] [,144] [,145] [,146] [,147] [,148] [,149]
#> [1,] 0.9004479 0.8696480 0.6518558 0.8875863 0.7574211 0.9362592 1.154856
#> [2,] 0.6061341 1.3065348 3.1843243 0.6203065 1.2380839 1.8351209 1.391888
#> [3,] 0.6307975 0.6349778 0.8260156 0.5892592 1.1461770 0.8918092 4.310522
#> [,150] [,151] [,152] [,153] [,154] [,155] [,156]
#> [1,] 0.9568118 1.0042517 0.5832628 1.3733694 1.6525345 2.4834559 1.540584
#> [2,] 7.0665306 0.5008042 1.0734090 3.3435199 0.8988549 0.8667428 1.972606
#> [3,] 1.1208709 0.9106927 0.7127819 0.6883058 1.9399291 0.7820042 1.554962
#> [,157] [,158] [,159] [,160] [,161] [,162] [,163]
#> [1,] 0.7514431 2.3321788 0.2882535 1.1593276 5.506559 1.5761817 1.6662376
#> [2,] 0.9156513 0.4685121 0.5103374 0.6200880 2.519868 0.7587027 1.2025782
#> [3,] 1.4624811 4.3169613 0.8212128 0.7437729 2.702878 0.4808029 0.4652493
#> [,164] [,165] [,166] [,167] [,168] [,169] [,170]
#> [1,] 1.0475166 6.339954 1.2628792 0.4649975 2.250325 0.3679265 0.8916243
#> [2,] 1.3503851 1.082435 1.4443991 1.6685658 1.547680 1.2080739 0.9179077
#> [3,] 0.6734317 2.797830 0.9266619 1.2668080 1.190848 0.5234988 0.8942952
#> [,171] [,172] [,173] [,174] [,175] [,176] [,177]
#> [1,] 0.7370015 2.6336791 0.6064909 2.851539 1.3522403 0.8283508 0.7147884
#> [2,] 1.0942731 0.7694924 0.5570879 1.869911 0.6514451 0.6193896 0.3516354
#> [3,] 1.5476289 0.9518140 4.1880271 1.123741 0.1737369 0.9098442 0.3439859
#> [,178] [,179] [,180] [,181] [,182] [,183] [,184]
#> [1,] 0.8473546 1.1567729 1.592337 3.3853188 0.4691625 2.5026752 1.6904334
#> [2,] 1.6359447 1.2989168 5.820066 0.7053747 0.5648487 0.3404504 0.6078905
#> [3,] 1.6222928 0.6871859 5.193899 1.2535350 1.0110033 0.7486635 0.7221270
#> [,185] [,186] [,187] [,188] [,189] [,190] [,191]
#> [1,] 3.4700205 1.0584522 5.2539102 1.0622005 3.6440729 1.5491806 0.5410363
#> [2,] 0.6338721 0.5221086 0.7950461 0.7068192 0.4743399 0.8690621 1.7308404
#> [3,] 3.6014139 1.0389789 0.6735391 1.2589672 2.5018457 3.0703303 1.1732569
#> [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 0.9245935 0.6239484 1.2425113 0.9163248 0.5295184 0.9188737 1.6560999
#> [2,] 5.2978774 1.6611726 1.0099525 1.0921526 2.3252788 1.9906979 0.4757548
#> [3,] 0.4137764 2.1228065 0.3410229 1.4622892 1.2316894 2.4781384 0.9815591
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205]
#> [1,] 0.6914640 0.9800843 0.9804728 0.5614821 0.5335834 1.6333944 2.799183
#> [2,] 1.6021939 2.2250071 2.7574718 1.3745329 1.3746301 0.9810275 0.728743
#> [3,] 0.6753154 1.1624087 1.1068506 1.5749481 5.6937141 0.7409895 1.728508
#> [,206] [,207] [,208] [,209] [,210] [,211] [,212]
#> [1,] 2.6786844 0.7243648 3.225284 0.7028319 1.2280684 2.263788 0.8404544
#> [2,] 0.3701252 1.3722969 1.012909 1.0904982 4.1831439 1.743655 1.4637900
#> [3,] 1.5216793 0.7519687 1.335598 2.1492848 0.4596194 2.916234 1.0059872
#> [,213] [,214] [,215] [,216] [,217] [,218] [,219]
#> [1,] 0.7542566 3.0541702 1.5026211 1.7129664 0.4279648 2.4942386 4.1393768
#> [2,] 0.4994489 0.6265384 0.9954896 0.7556897 0.9041677 1.4682565 0.5507018
#> [3,] 9.3736325 2.2409507 1.8210825 2.4449370 1.1311161 0.9267461 1.1128804
#> [,220] [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] 0.6733541 0.5097711 0.6460485 0.8860386 0.2917863 2.223692 0.8573245
#> [2,] 1.2699774 0.7147253 1.1545718 1.6290180 2.2645399 1.100261 1.2566907
#> [3,] 0.4764935 0.4408296 1.9890449 1.4309498 1.0205987 3.463128 1.9588590
#> [,227] [,228] [,229] [,230] [,231] [,232] [,233]
#> [1,] 1.017101 1.2268737 1.3394024 0.5934282 0.8379381 0.9772082 0.6453575
#> [2,] 2.342595 1.3819144 2.8487291 3.0653676 0.6082504 0.9354825 0.8025297
#> [3,] 1.409938 0.7831249 0.8741392 1.0271142 0.9252246 0.5173041 2.8728426
#> [,234] [,235] [,236] [,237] [,238] [,239] [,240]
#> [1,] 0.7845141 2.5566147 2.023670 1.407595 1.2274792 0.7486255 0.6406265
#> [2,] 4.1571514 0.5975661 1.498883 1.010083 2.2967765 0.6891115 0.8153173
#> [3,] 0.7130170 0.6989840 0.637411 1.088695 0.9908792 1.1008912 0.3657382
#> [,241] [,242] [,243] [,244] [,245] [,246] [,247]
#> [1,] 1.7963337 1.9092541 0.7292736 2.1368353 0.9176136 0.5944621 1.1181907
#> [2,] 0.7247439 0.4224786 1.0785977 0.7950779 1.0921650 1.1842063 0.8541186
#> [3,] 0.4510815 1.7015262 1.7368062 10.3293943 2.1774453 1.6177626 0.8329200
#> [,248] [,249] [,250] [,251] [,252] [,253] [,254]
#> [1,] 1.9860209 3.1852212 0.8838937 1.2061233 3.223136 0.4272452 2.393912
#> [2,] 0.9133939 13.4411508 0.7980646 0.8073105 1.828234 0.9930033 1.393726
#> [3,] 1.0793440 0.6113188 1.2581651 0.8323905 1.218854 1.0727491 1.196654
#> [,255] [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] 0.6051369 1.6318231 0.4619812 2.1825085 8.413401 1.167223 0.2781004
#> [2,] 0.5859380 0.7279448 0.5014050 2.9127868 1.337189 2.200973 1.7546016
#> [3,] 4.0500069 1.7182658 1.5178544 0.8183333 1.981218 2.343731 0.5982580
#> [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 0.7939007 0.7646888 3.496920 1.0582262 1.242521 0.7092866 1.0487233
#> [2,] 1.1612597 0.5079210 1.680203 1.6991324 1.270818 1.2805982 0.3831928
#> [3,] 1.4211964 0.6329220 1.064142 0.8850411 1.137453 0.8779588 2.9535151
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] 1.5038680 1.0854733 1.0575374 1.3843996 2.503746 0.8957312 1.7396899
#> [2,] 0.8856090 2.2443989 5.2112420 0.7050936 1.116917 0.8086822 0.8109308
#> [3,] 0.6700096 0.6962036 0.8145889 1.3185362 0.816153 2.2880755 0.8357720
#> [,276] [,277] [,278] [,279] [,280] [,281] [,282]
#> [1,] 0.3656306 0.6439177 0.8124733 1.4676441 2.1446251 2.144936 0.7216281
#> [2,] 0.9337075 1.4271204 1.5896850 1.5450668 1.6385687 4.765557 2.4376064
#> [3,] 1.8267380 1.2470754 0.5433522 0.2986996 0.7973757 2.072289 0.8025863
#> [,283] [,284] [,285] [,286] [,287] [,288] [,289]
#> [1,] 3.0875516 0.9465295 0.5689826 0.8257460 1.1575668 0.5002614 0.8072325
#> [2,] 1.2647672 0.7795985 1.5594291 0.8552367 0.8023806 0.8997193 1.8435388
#> [3,] 0.4120189 0.6064248 1.2272414 0.8532028 0.8276809 0.8647737 0.6028416
#> [,290] [,291] [,292] [,293] [,294] [,295] [,296]
#> [1,] 0.6683676 1.198447 0.6201566 0.8181730 1.083887 1.4082915 1.026699
#> [2,] 2.3155247 1.054353 0.6763881 1.0155737 1.584893 1.1595343 1.028235
#> [3,] 2.8251951 1.550975 5.4131038 0.8251372 7.012568 0.6995096 2.940865
#> [,297] [,298] [,299] [,300] [,301] [,302] [,303]
#> [1,] 0.7075746 1.2615324 1.5338106 3.804643 0.5417299 0.8633725 0.4461615
#> [2,] 0.7092266 0.8056808 0.5557656 2.336577 2.3819519 1.8444685 1.0174104
#> [3,] 0.7763416 0.7965515 0.8066178 1.378639 1.6626523 0.4934435 4.6032563
#> [,304] [,305]
#> [1,] 1.364542 2.2394249
#> [2,] 2.555010 0.9063763
#> [3,] 3.023548 0.7637251
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 3.555707 1.4948620 1.0956558 1.1503544 0.6697033 4.005500 1.114254
#> [2,] 1.135384 0.7007479 0.5544812 3.9267464 1.6335162 2.985793 2.542314
#> [3,] 14.411629 1.4726718 0.8025474 0.3632906 0.7275997 1.946987 2.272183
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 2.2107564 2.9153330 2.1189607 4.4650431 5.018328 1.251357 7.218161
#> [2,] 10.2103108 5.6280719 3.4352525 9.1435937 29.165113 12.344545 7.065834
#> [3,] 0.7665591 0.6238498 0.6494154 0.8738293 2.513921 1.164957 3.085484
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 3.132524 2.3881816 4.809704 0.8542151 1.780971 2.9467425 1.113696 1.060737
#> [2,] 7.149531 0.7105647 1.078104 1.7304655 3.852307 2.7677043 2.064593 1.377972
#> [3,] 1.978616 1.1865199 2.108534 1.5338733 1.793812 0.8710291 1.001225 1.071088
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 0.7577348 1.705791 1.4469438 5.0148796 3.2979713 2.0565449 1.9507105
#> [2,] 1.6976650 1.011466 2.6998482 0.6071857 0.7780674 2.5418695 2.3013338
#> [3,] 1.3866978 2.942348 0.4763591 1.9344501 1.0635306 0.5690978 0.4214459
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 0.9245469 3.0272824 1.1427146 6.088965 11.0413782 3.4564658 0.5303047
#> [2,] 0.9024215 2.3740981 0.7454335 1.714743 0.6843319 0.5264525 1.7150970
#> [3,] 3.1536401 0.6039908 0.4526922 2.131961 0.5610049 2.6905333 1.1562861
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 1.200684 1.4324334 2.3715600 3.7823642 1.206880 2.1711858 0.8692678
#> [2,] 1.010050 0.9267099 0.6714332 1.0882389 1.620554 0.9806226 1.1961391
#> [3,] 2.041374 1.9725227 1.8677728 0.3943306 1.920273 1.4413438 1.1979956
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3.0931818 0.4008792 1.129453 2.8656953 3.8583811 1.1090627 0.6317848
#> [2,] 0.5194085 0.8009485 2.436163 0.9185835 4.4735129 0.8003537 1.8994081
#> [3,] 1.4541871 0.6500989 1.109037 1.1551507 0.8540119 1.5652074 1.2990178
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 1.249024 0.9257114 0.5118628 0.5441837 2.057086 1.605992 0.7072437
#> [2,] 3.221019 0.6566820 4.3462820 9.6425955 1.587473 1.588261 0.6407397
#> [3,] 1.779784 1.0479073 1.0918460 1.9359677 1.468846 1.199658 2.8514753
#> [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 0.6010272 0.5345428 3.9603919 1.080211 0.8488261 0.4697387 4.376228
#> [2,] 1.2704858 0.7012363 0.7725286 1.109447 1.1964138 0.9300852 7.361412
#> [3,] 0.5479910 1.0517639 1.4541764 1.493392 1.8326220 2.8711050 4.073583
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 1.263391 1.4721613 2.1028327 3.615802 1.285707 0.5827715 1.5224843
#> [2,] 1.015768 0.8992971 0.9293159 1.737691 1.131973 10.0530336 5.5700128
#> [3,] 3.457359 0.4918575 1.3746237 1.233199 1.755751 2.6275519 0.9361958
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 3.783263 5.8666849 4.431342 1.565974 1.4289912 1.0572676 1.3934607
#> [2,] 1.692464 0.9336714 3.203887 1.253402 1.9814632 0.5474804 0.6872017
#> [3,] 1.953250 0.9344068 1.086259 1.141412 0.5225842 1.0377388 1.0520853
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 2.566315 4.5873793 1.7011197 2.354921 0.7975004 1.416134 0.5801294
#> [2,] 1.738351 2.4019432 0.9100618 6.976433 0.8185555 1.304111 0.8507071
#> [3,] 1.266922 0.7308719 0.5411702 4.574639 0.6837932 2.385916 0.9454669
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 1.8784420 1.0633196 2.137727 2.104771 0.4825117 1.646015 0.5798964
#> [2,] 4.8492249 0.6491817 1.145968 1.237567 0.5263305 1.107040 0.6790471
#> [3,] 0.9104492 0.2959675 1.915282 1.471195 3.7162297 1.044228 1.4035318
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 0.7582277 1.534755 2.6338783 0.5081482 0.9946157 0.465357 0.7273345
#> [2,] 1.4303899 1.023350 3.9604144 0.9183835 0.5645396 10.450409 0.4998113
#> [3,] 1.9529998 2.647810 0.7298743 5.9595718 0.4284070 1.147342 1.8044115
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 0.6912503 1.0883776 0.5116142 0.6063452 0.7713925 2.1186374 1.3285268
#> [2,] 1.2626174 1.1394832 0.8102748 1.1130000 1.2801582 0.7497983 0.4813390
#> [3,] 3.9409562 0.5412076 1.0523399 3.4122707 0.6335108 0.3340525 0.5633367
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 0.9365801 0.5581942 2.1007700 3.913237 0.6237395 1.271976 1.2699349
#> [2,] 0.8620335 0.6146053 0.8508059 1.484558 0.4367369 2.049083 0.5855983
#> [3,] 0.9586580 1.1103497 19.7992585 2.629942 0.4003454 1.912666 1.3207198
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 0.9876842 1.831501 1.705551 0.5638169 1.422774 1.037955 0.4025636
#> [2,] 0.8688428 5.759222 1.725138 0.6586862 3.127271 1.108974 1.1006809
#> [3,] 0.7583842 3.243913 1.457589 0.9315972 1.393926 1.688482 0.6307300
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 1.3536959 1.2208864 1.4193407 0.6032727 1.383920 1.512465 0.7395193
#> [2,] 0.9964394 0.9310773 0.9581398 0.4385163 1.345078 1.678404 0.7203620
#> [3,] 1.0361282 5.5224050 1.6414019 0.5786186 5.575671 0.816510 1.6669057
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 0.5457849 0.4808484 0.8845546 0.9061849 0.8091379 0.5996356 1.000445
#> [2,] 2.6726783 1.7772361 0.7679119 1.5274297 0.3557963 1.1416758 1.571773
#> [3,] 2.5570412 1.9111602 0.8124209 1.5836792 1.5626056 0.7707614 2.333176
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 1.6758896 0.6143820 0.7013906 0.7484978 0.8333584 1.6235815 0.6044396
#> [2,] 0.9104787 0.9575691 1.5769428 0.7684569 1.6083409 0.6930418 0.5644889
#> [3,] 0.4937075 0.3524527 1.0287147 1.5262914 2.7382375 1.3298314 2.2636679
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 1.217724 0.6840824 1.5303503 1.1500679 4.8202359 3.975085 0.5894272
#> [2,] 6.285881 2.1276988 1.2460258 3.2610095 0.9883910 3.814879 2.0594121
#> [3,] 2.005388 0.5792232 0.5859108 0.6664079 0.4251187 2.449806 7.2940452
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 0.9062498 0.4059354 0.4718923 0.6546887 0.6838687 1.0049850 2.142165
#> [2,] 2.6177392 1.6339114 0.9160007 2.1369346 1.0295479 0.8480419 1.983848
#> [3,] 5.2064395 4.2691790 0.6341251 1.5462651 0.8609734 0.6435337 1.203338
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 2.053326 1.5007772 1.321284 1.3039802 1.7993654 1.6018996 1.5902776
#> [2,] 1.973600 0.6235339 1.405298 0.7149207 0.6937486 0.7388429 0.3762351
#> [3,] 1.435537 1.8223956 1.005575 0.2887355 1.0541013 0.5696112 2.9721651
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 2.074732 0.4356506 1.0462826 1.6769674 1.0359149 2.089167 0.7196508
#> [2,] 1.148265 1.3499301 0.8133145 0.4143603 0.9637132 1.046610 1.5734395
#> [3,] 1.385077 2.4665306 0.6568891 5.3668903 1.1139227 0.534962 1.0404563
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 1.138446 0.8971659 2.985768 0.4928627 0.5188402 1.578498 0.5001820
#> [2,] 1.026027 0.7130920 4.361512 0.8062564 1.3814111 2.028742 0.8928354
#> [3,] 1.624849 0.6628614 0.634425 0.4986129 1.0529624 1.442038 0.3920525
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 0.5617190 1.2710504 2.1845892 1.089103 1.3577320 1.1699491 0.4449408
#> [2,] 1.0711927 0.6460375 0.6288869 0.811810 2.2659167 0.6222037 0.5333410
#> [3,] 0.6676184 1.6151334 2.6900795 2.433666 0.2669394 0.8527533 1.9896670
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 1.686975 1.121226 0.7359797 0.2770964 2.8129205 0.8295649 1.7516719
#> [2,] 2.399019 1.700626 1.0749936 0.6206567 0.6367004 0.7465183 0.8391929
#> [3,] 1.789893 1.408395 1.2559360 1.1191530 0.9538632 1.6247678 0.6655172
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 2.712261 0.9883059 1.4539494 1.9665926 0.6139515 0.5625174 0.5039833
#> [2,] 1.855924 2.0928434 1.0100690 1.7067436 0.7392536 5.8891685 0.6995844
#> [3,] 1.419251 3.4067786 0.3835326 0.4328512 0.5406573 2.2877983 0.6457490
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 0.7352357 3.1539998 0.7574681 0.7635436 2.5694626 0.9950505 1.5946929
#> [2,] 2.0317977 0.7144887 2.4145609 5.1681525 0.3662549 0.5419291 0.3825724
#> [3,] 0.9625284 0.6359842 3.2124410 2.0461556 0.7985720 0.7291599 1.1733858
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 2.0848222 0.8773305 3.032071 1.149663 1.8255912 1.709142 0.8660848
#> [2,] 0.8724531 1.4767451 0.697904 1.163697 0.3110959 1.629963 2.0994880
#> [3,] 2.5046892 0.3969196 1.324424 1.508788 2.1220281 1.846606 1.2851741
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 2.4624870 1.4679643 4.0754789 0.9155647 1.654032 1.1850676 0.4532235
#> [2,] 0.9578694 1.0379410 0.9443239 1.3123316 2.469790 1.4909607 0.5513020
#> [3,] 1.2342855 0.6474524 2.3572660 1.8923370 3.715871 0.4593005 1.4176054
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.7254266 0.5874035 1.1549561 1.111368 0.7862781 0.7414710 0.3777616
#> [2,] 0.4821077 1.4754718 1.5041066 1.317949 0.6933027 0.3969389 3.1980000
#> [3,] 0.6410844 1.2171437 0.9865071 3.699045 1.6302275 0.5287289 1.8411186
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 2.0270135 1.343064 1.308438 0.5229874 1.578901 0.8503489 2.095598
#> [2,] 1.1946627 4.145850 1.202834 1.1582949 1.817950 3.0429884 1.433600
#> [3,] 0.5732353 1.709045 1.779485 1.5083668 1.096041 1.0431844 1.350696
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 0.4077945 0.3601019 1.2317776 1.0652521 1.3048212 0.4581055 0.6017836
#> [2,] 8.7851547 2.9113454 0.9168282 0.4917511 1.0655012 1.2144125 1.0690653
#> [3,] 2.1460841 1.1533130 1.0888006 2.6899748 0.5483216 0.8496714 1.1107784
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 0.3795003 0.6213413 0.9356181 0.5049392 0.9515979 0.8963569 4.4213942
#> [2,] 2.5133353 2.2842003 1.0972957 0.7230966 1.0609106 1.3443974 0.7441898
#> [3,] 4.0128784 0.5641571 1.3248120 0.3565134 6.4218928 1.0682042 0.8763438
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 2.0019022 1.3042537 1.1658468 1.5149721 3.4020465 1.966508 2.229612
#> [2,] 0.9575162 0.8525777 2.1245153 3.2981984 1.8743532 1.601137 1.128593
#> [3,] 2.0501020 0.7025401 0.6533976 0.9907952 0.5331589 1.532122 1.561113
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] 1.517738 1.312914 1.576214 18.291955 2.932157 2.4725956 2.453543 0.6144813
#> [2,] 1.799480 0.575456 1.058262 1.384543 1.508977 0.7736204 1.278090 0.7998372
#> [3,] 3.578601 5.174976 1.098227 2.804403 0.776606 0.7601003 4.381524 0.4478342
#> [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 1.758827 1.3847176 0.7030007 2.0788174 1.6677555 3.559622 1.2811876
#> [2,] 3.317043 0.3578402 1.5707605 2.2037911 3.8860543 1.561839 1.3587314
#> [3,] 3.026219 2.3734664 0.9094093 0.9820549 0.4506976 1.449182 0.5059205
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] 0.3995777 1.211295 0.6631107 1.022976 0.4981979 1.8769645 1.7147523
#> [2,] 1.8406382 1.983595 0.6415840 1.505367 0.5972520 1.4216054 2.7995218
#> [3,] 0.6419508 1.187584 1.2368289 2.774091 0.6865864 0.2670386 0.9421087
#> [,276] [,277] [,278] [,279] [,280] [,281] [,282]
#> [1,] 1.9048464 1.3614864 1.6399045 1.451997 0.8131364 0.9133204 1.4984367
#> [2,] 0.8197316 0.6439181 4.9070904 2.056599 0.6207725 0.6854172 1.3951264
#> [3,] 1.3785456 9.7039959 0.7989161 0.544682 1.6120812 0.7929883 0.8602323
#> [,283] [,284] [,285] [,286] [,287] [,288] [,289]
#> [1,] 0.3918069 1.2997390 1.1128462 0.5721296 1.098017 2.144632 0.6992717
#> [2,] 1.4378520 0.7446312 1.3489813 0.6713196 1.180079 1.128636 2.3583216
#> [3,] 1.0184837 1.3634438 0.5829541 0.3740738 1.340268 1.771926 0.7244416
#> [,290] [,291] [,292] [,293] [,294] [,295] [,296]
#> [1,] 1.0947170 0.9840194 0.6109179 2.0052869 2.9290213 3.0942456 0.5843901
#> [2,] 3.1223323 1.2829550 1.0005655 1.4286198 2.0124765 0.7600001 2.4300693
#> [3,] 0.5455903 1.0935217 1.6294560 0.3154668 0.6749315 1.1772592 3.3977477
#> [,297] [,298] [,299] [,300] [,301] [,302] [,303]
#> [1,] 3.0863484 0.9911089 1.7789512 1.1360089 0.4577488 1.7450058 0.8085559
#> [2,] 0.7060468 2.8318701 0.9974624 0.8825611 2.0142306 0.8590003 0.6737579
#> [3,] 1.3632121 2.1839105 0.7957026 4.4041537 1.0606565 0.5976739 0.6657838
#> [,304] [,305]
#> [1,] 0.7889778 1.0548268
#> [2,] 1.9281654 1.0343300
#> [3,] 1.0937191 0.6785948
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.5728475 4.694928 1.4511430 2.1040042 2.8730240 1.624898 0.5452374
#> [2,] 1.8388454 1.310911 1.8888717 0.5390197 0.9278693 1.003280 1.6785522
#> [3,] 4.5143904 2.292082 0.7793798 8.3544624 1.8399152 6.496957 2.2351169
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.790786 1.8908603 4.0625025 1.704292 2.284980 3.0486686 1.2349060
#> [2,] 6.702297 1.6277554 3.4063911 3.368478 12.944527 9.4057872 22.1300571
#> [3,] 1.279824 0.8769441 0.7844111 2.175131 1.890304 0.6911891 0.6139776
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 4.224221 1.663546 2.395854 1.1419453 1.9985386 1.022658 2.0533631
#> [2,] 2.885805 3.316650 1.743614 0.7663031 1.3246268 1.165389 1.5335439
#> [3,] 2.402929 3.499722 1.174224 10.6577451 0.5186289 2.540323 0.5215281
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.069876 1.5306437 0.8527436 0.8543788 1.4424650 0.7840734 2.8764703
#> [2,] 1.184958 0.4021387 2.1966773 4.9349564 0.5014529 1.7116736 0.3251141
#> [3,] 1.619190 2.8975841 5.0382181 0.9190579 6.4580598 1.3957447 1.6302807
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.9047618 2.0435318 3.949910 1.3026520 0.8764244 4.8808780 0.9874715
#> [2,] 1.4051654 1.3783330 1.010939 0.4426256 1.7734050 0.7501639 0.7973458
#> [3,] 0.9639613 0.4601869 0.760468 1.4205359 1.1569422 0.6140516 0.7636247
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 3.2131070 1.5810361 1.0173194 1.212964 1.561509 0.846771 0.9717482
#> [2,] 1.5130333 1.1564411 0.8720822 1.661006 2.626641 2.468098 0.6431491
#> [3,] 0.4253565 0.3282136 0.8411495 1.290346 1.156423 0.520122 0.9587255
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.9402609 3.7398382 0.9622543 0.9773809 0.9383290 1.588717 1.320826
#> [2,] 1.8329998 0.7877004 0.7084230 2.0442621 0.5692259 1.831899 1.072368
#> [3,] 1.4722117 0.9868065 1.3049386 0.4983837 2.7692867 3.667290 1.964321
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 2.3812360 1.0370711 1.4801241 0.4317625 0.9335794 0.8026033 1.7054339
#> [2,] 1.1679262 0.7903092 0.7154258 0.3842152 1.1025010 0.4313797 0.8313574
#> [3,] 0.7383049 1.6312250 0.5377785 1.8427534 1.2165808 13.1257779 0.9195699
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.8448935 1.642311 3.1535904 1.349981 1.1818664 0.8957894 1.178291
#> [2,] 0.7115117 1.296825 1.0170489 1.089822 0.6823147 2.8636970 2.501398
#> [3,] 1.7630053 1.522141 0.4257113 1.139100 0.6089766 0.8146107 0.900914
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.3897197 3.2754934 1.186612 3.6199663 1.1535254 6.462481 0.8290407
#> [2,] 0.5399645 0.5260655 2.589403 0.5698365 0.8477364 1.056076 1.4936681
#> [3,] 1.0147689 2.2994918 0.322149 2.0481141 0.7695183 0.734153 3.1281245
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.4772555 9.272356 1.842009 1.5185622 0.6621729 0.5667396 0.7386798
#> [2,] 1.8776030 1.539410 2.243279 0.5987275 0.6152803 1.7877400 0.8166481
#> [3,] 0.9429577 2.317315 2.335494 0.6587458 1.7346256 1.1966535 1.5285740
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.0748602 1.5630432 2.0123825 8.1159620 0.7862368 1.8111091 0.9836198
#> [2,] 0.6715129 0.8687306 1.9760359 0.4523052 1.1014441 0.5421139 0.6640159
#> [3,] 0.9818603 0.8280609 0.5523328 1.1242269 1.8383731 1.0097649 1.9634533
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.9781328 2.328949 0.8339319 1.4092336 0.7332494 1.622695 1.2203200
#> [2,] 0.8489203 1.214557 1.1905564 0.8488972 1.2722223 1.622875 0.7015221
#> [3,] 0.6901693 2.012824 3.0087057 1.9211456 0.4606204 2.762404 1.0326130
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.072480 0.7182982 1.6563904 0.837623 1.573591 1.0117602 0.4258084
#> [2,] 2.017499 1.0237602 0.8564835 4.380041 1.422205 1.1531919 0.7403412
#> [3,] 1.353038 2.5488802 4.9459785 2.352400 2.803019 0.8770717 0.9732417
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.7798202 3.2197373 1.3704992 0.4757044 0.7737121 1.0355970 0.5926284
#> [2,] 0.8830864 0.9811606 0.8593513 1.2344932 3.6956815 0.7682657 0.8322795
#> [3,] 0.8743076 5.9931819 1.1649482 1.0703207 0.8121984 1.9143159 1.2741074
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.128785 0.5857532 1.333082 1.012102 5.7206345 1.691022 0.7612918
#> [2,] 0.459405 0.8822235 1.619329 1.508016 0.5825571 1.186931 0.7575512
#> [3,] 1.339911 0.7134205 2.333623 20.939369 7.2118608 1.321517 0.8839088
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.7595380 0.6339744 1.366336 0.8422239 0.7756728 1.6924061 2.3322576
#> [2,] 0.7279227 2.7785344 1.920936 0.3930710 0.4291782 1.2672167 0.6424298
#> [3,] 0.9836204 0.5240512 0.647873 0.4269960 0.5177891 0.4998754 1.3764336
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 4.3508980 0.7044060 0.526387 1.766887 0.6395876 0.9583892 1.159257
#> [2,] 0.9225282 1.7328821 2.423486 1.056756 0.3202257 2.5918344 1.838846
#> [3,] 0.6090939 0.9743262 1.975729 1.398930 1.1989749 0.8784569 3.832739
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.3639894 12.708549 0.8364036 0.6733070 0.6410024 3.1266496 1.311966
#> [2,] 1.0058440 1.381971 1.4068770 1.0226790 0.7536202 0.9293067 1.253832
#> [3,] 0.6302739 1.631802 0.6397998 0.6925273 0.9504303 0.5139913 1.247792
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.3880663 0.6581662 0.6501259 0.9543855 0.4746023 2.1394232 0.7135707
#> [2,] 0.8454450 0.7223200 0.8085803 1.6931622 1.4582748 0.4281336 2.2600549
#> [3,] 1.2426347 1.2607125 0.4489552 1.4673281 2.0540820 1.1431986 3.1477059
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.9285847 0.5084519 0.6798317 1.3825369 0.8279154 1.757751 1.4101774
#> [2,] 0.9975040 2.9277870 1.7913428 0.6767984 6.2617553 1.136530 0.9970330
#> [3,] 0.4724399 2.0366551 0.7057107 3.8492637 0.5915075 2.008945 0.9953424
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.8682642 1.024875 1.976218 1.2570833 1.005707 0.8386914 1.4420561
#> [2,] 1.3887778 1.799481 1.053145 0.9056034 1.780365 1.4482955 1.5055665
#> [3,] 5.9258583 10.068389 2.361550 0.9704568 1.308510 0.8041147 0.9276931
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.4576742 0.9668236 1.007294 1.8972738 1.146230 3.5485095 2.717059
#> [2,] 0.8013275 0.4404513 1.639299 0.5806477 1.553713 0.7079601 1.033077
#> [3,] 0.3441873 3.0575537 3.347160 2.4338561 1.427399 0.2445839 1.935949
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.251700 0.5382878 1.4726429 0.7543387 0.6614030 0.914594 1.1685694
#> [2,] 0.685983 1.3812052 0.5600231 1.0600350 0.4009471 3.644885 0.9706696
#> [3,] 1.424388 1.6348384 4.1683303 1.0225866 0.3404816 1.889139 0.5074059
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.7653770 0.7057436 1.0152365 0.6241347 0.8782263 1.928400 0.7411999
#> [2,] 1.2048818 0.9056381 2.2847911 0.7602993 1.0873129 2.303338 2.3107117
#> [3,] 0.8642271 3.9242827 0.8878159 0.4551687 0.5765005 1.588415 0.5914919
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.1761641 2.264684 1.3558386 0.9359912 0.4608836 1.0735196 0.5976212
#> [2,] 0.8691710 1.296669 0.8477643 0.5956842 1.4663415 1.3186531 1.1401481
#> [3,] 0.7577623 1.203442 1.8576959 0.6918987 0.4494011 0.6744427 2.0944611
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.3019721 0.8671024 0.8372557 1.692046 0.5478158 0.9644787 0.8950311
#> [2,] 1.8335436 0.9648562 1.0077294 2.760725 0.7756412 0.3656096 0.7928534
#> [3,] 2.0174551 1.4916693 0.8131585 1.268890 0.4008953 0.6964546 2.8542594
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.857793 1.065434 0.5629242 1.2546884 1.1070649 1.7965697 0.9079617
#> [2,] 1.140305 1.513571 1.4318071 0.5680747 4.1056406 2.0023752 0.8673057
#> [3,] 2.130428 1.369800 0.8640787 0.7661159 0.7134749 0.7187165 1.5647420
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.2358813 0.7372589 0.7695975 0.9202438 1.6162134 0.8566880 1.033622
#> [2,] 1.9865337 1.1632056 0.8470917 3.0695386 0.3035889 0.7115679 2.650367
#> [3,] 3.2039249 0.6709057 1.5216589 1.4432367 2.8251260 0.9331255 2.131110
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.5242124 2.121397 0.7780716 1.0232300 0.9431926 3.134765 0.4335833
#> [2,] 0.9614106 1.049102 0.9404232 1.7131614 2.0007427 1.203209 1.3250574
#> [3,] 1.1534356 2.438319 1.6468171 0.7078577 2.2928138 1.495279 1.1427876
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.2920561 1.464909 2.2929540 1.7493106 0.5280771 2.143053 1.4562366
#> [2,] 4.5206915 1.285098 0.5628774 0.6950971 1.1466718 4.260654 0.8656705
#> [3,] 0.7665601 2.826266 1.1887715 8.3106097 4.6938665 5.800876 1.0214624
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.2979765 1.3820708 1.0862518 0.8444935 2.1906933 0.7867917 0.6697586
#> [2,] 0.6960735 0.8601022 1.6586734 0.8453361 0.8658686 1.2765063 1.9968156
#> [3,] 0.5659005 8.0149279 0.6394634 1.1050932 2.2715576 1.7901396 2.6734173
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.9882944 1.5286658 1.2210451 0.8710802 0.7827486 0.5724077 2.129747
#> [2,] 2.8959695 2.5471138 0.9470263 0.6100315 2.7764803 0.5893114 1.221750
#> [3,] 0.6835925 0.6295121 2.2944119 0.8083797 1.3973209 0.7824089 3.533789
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 2.2292957 1.1668386 1.9861671 0.9100682 1.545727 0.4163955 0.7086602
#> [2,] 2.4014925 1.0607173 0.5593438 1.2732853 1.560125 0.4265522 0.9411947
#> [3,] 0.6351442 0.7926309 0.5222933 1.2279406 1.438837 0.4978590 0.3893603
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.642134 1.929166 0.6270267 1.243434 1.2081636 5.385322 0.9920964
#> [2,] 7.546303 1.159612 1.8624402 1.734413 0.4412823 1.195886 1.9059568
#> [3,] 2.529147 1.803787 1.4584564 2.232986 3.9778689 6.515905 1.4520736
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.5893612 1.766853 1.532172 1.1309262 1.2572664 1.100273 1.626427
#> [2,] 1.3995901 1.910025 2.122895 0.8512863 0.8322398 3.024214 1.048069
#> [3,] 0.9812408 2.463254 1.193667 0.7870447 0.9716570 1.790137 2.827679
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.6918875 0.8843688 2.4977360 0.6300045 8.034725 0.5482676 0.6476065
#> [2,] 1.0090955 0.6230943 0.8512223 0.7477622 1.795129 0.9559684 1.6412507
#> [3,] 1.1832194 0.7925051 0.7347423 2.9832060 1.483295 3.6565554 1.0114524
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 5.876988 0.8480363 0.4725134 2.3245850 0.8823057 1.1952374 0.336904
#> [2,] 2.810476 1.2955474 0.7662707 0.9233761 0.5807705 0.5945348 4.340385
#> [3,] 3.233254 0.4035757 1.2261335 1.0908110 1.1817520 1.0593315 1.716471
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.4680442 1.353147 1.713840 0.7349244 2.191325 1.2658659 0.3666659
#> [2,] 0.8634500 2.423888 1.117619 0.9192918 0.741648 2.1665920 0.7360755
#> [3,] 1.6135144 1.109165 1.465783 0.7553782 1.055937 0.7250183 1.3312459
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.5324549 0.7327758 0.6245167 0.9154594 3.0509871 0.8455946 0.8154977
#> [2,] 0.9607076 1.2369726 0.7141850 0.8682324 0.7302777 1.5220474 0.4609016
#> [3,] 1.0047609 0.3888683 0.7112112 0.8880309 1.2975499 0.6848058 0.7944301
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.358463 1.2699860 3.1977573 1.1247340 4.4250305 0.9283967 0.7982080
#> [2,] 1.469294 0.7114873 0.7128839 0.4755621 2.2769331 0.9580189 0.6034096
#> [3,] 5.631163 1.7547615 1.6145984 1.1777535 0.6736179 0.3925415 1.0784283
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.5051684 0.8991609 1.1112826 0.4736372 1.634148 1.173422 0.8462107
#> [2,] 0.8084578 2.8551419 1.1775925 0.6142726 1.900875 1.235966 0.7805494
#> [3,] 0.9461003 0.8323033 0.5892616 1.3844700 1.607454 7.180731 1.5575514
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.0424228 3.061029 0.7641893 1.0735236 4.985834 0.7352458 0.9214017
#> [2,] 1.3315252 2.235543 0.4037965 0.3503382 6.330279 0.9243805 0.8389896
#> [3,] 0.7062286 21.491915 2.3019301 0.7770004 2.321069 2.9485696 1.3452388
#> [,302] [,303] [,304] [,305]
#> [1,] 0.3948205 0.5946882 3.5333249 0.8070900
#> [2,] 1.4349694 1.4613098 0.8138613 0.9912782
#> [3,] 0.5581769 2.4056147 0.8846596 1.1894131
#>
#> , , 6
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.9451362 0.9923644 3.383236 1.3507651 1.9538334 1.414515 2.278778
#> [2,] 1.4196429 1.3681566 1.544201 0.8539477 0.7503998 2.561592 2.263262
#> [3,] 6.8802536 3.2278435 1.568544 0.5505863 1.6162946 4.451724 1.681998
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 3.995321 3.1338561 2.805525 1.8436007 1.101078 1.6358209 1.030950
#> [2,] 9.487771 0.9978276 2.253728 4.1555067 8.251664 7.3883744 10.203094
#> [3,] 1.812774 0.6026579 1.184148 0.7668718 1.046899 0.8648019 1.092335
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 2.130833 2.6711296 0.8450413 3.1051467 1.0218335 1.3285195 2.7198962
#> [2,] 4.598240 0.9626536 2.1101362 0.7829570 1.7943185 2.2881723 2.7279116
#> [3,] 5.014461 3.1058832 1.2795013 0.5764284 0.4077183 0.8288343 0.4785981
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9033198 0.8392497 0.9354571 1.872265 3.786137 2.3433902 2.9800440
#> [2,] 1.5192508 1.1060374 0.9821627 2.569778 1.050486 0.5397775 0.8301819
#> [3,] 0.7821981 0.6567671 1.9714735 4.011005 0.708786 0.4728288 0.8023909
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.6812677 1.1258836 1.057019 3.2734191 1.0947099 1.2283017 3.9272495
#> [2,] 0.5599602 1.6708033 2.375844 1.1644846 2.0976899 2.2902389 0.8840536
#> [3,] 1.3956556 0.8341804 2.078142 0.8045653 0.2660317 0.6016481 1.4476085
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.9683428 3.913969 0.7697392 1.2269548 0.9980605 1.047692 1.2865539
#> [2,] 0.8634086 1.500342 2.4952270 0.4218858 0.8451402 1.107389 0.9390974
#> [3,] 2.2578166 1.794479 0.8144289 2.8622355 0.6190240 1.539680 2.4819584
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 3.497342 1.810101 1.7361033 2.1124016 0.7968108 1.646746 1.4939100
#> [2,] 1.354586 2.140311 0.5092209 0.4100088 1.5629545 4.785991 0.4871609
#> [3,] 2.766577 3.767721 0.5418581 1.1461675 0.3849036 1.173130 1.1059360
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.583527 1.5191325 1.9758576 1.8763359 0.9860914 2.113295 1.5500444
#> [2,] 2.140124 0.4919311 2.2994925 0.9925583 3.0397849 1.903073 4.0178604
#> [3,] 1.176938 2.2702820 0.6571552 1.2881395 0.8051524 1.670937 0.7657878
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.3104995 1.059919 0.6589105 1.120442 0.7533319 1.8655090 8.679578
#> [2,] 1.1436872 2.416954 0.6648884 1.582269 0.4829103 1.6827274 3.504684
#> [3,] 0.7595842 2.487300 0.8267965 1.123699 1.3670790 0.5457852 0.876795
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.7344128 0.9392638 3.6272168 1.871465 1.4033364 2.0040756 1.188719
#> [2,] 0.6937743 0.7396984 0.2657787 4.109282 1.0596372 0.7887645 1.167989
#> [3,] 4.8678129 2.2594472 0.8192085 6.345075 0.6752105 2.3773528 5.274677
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.483312 11.066089 3.2338049 1.255765 2.2465984 1.825380 5.312604
#> [2,] 3.157967 1.352978 0.5264176 1.569861 0.2538025 2.689866 1.855151
#> [3,] 1.606746 2.717035 2.7185741 3.824890 2.5037683 1.197775 4.583895
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.7220048 0.7020807 3.9011163 2.4005258 0.9138595 2.253551 3.088707
#> [2,] 2.4214904 0.5223839 0.6626034 0.5510282 1.0286165 1.285475 1.305998
#> [3,] 1.4364793 1.0293973 0.6202238 1.9693728 1.1058097 1.007129 1.066853
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.531273 1.3431952 0.4051065 2.1345257 0.5501005 1.347196 1.318372
#> [2,] 1.320605 0.7261782 0.9578453 0.8188388 2.5179043 2.959131 0.467329
#> [3,] 2.079670 1.4164634 0.7037380 1.4123049 3.4449994 4.035764 1.193135
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.3738670 3.2394694 1.912506 0.6632471 1.160065 0.8532332 1.6190268
#> [2,] 1.7531878 2.3056745 0.451152 0.7204921 1.382094 2.1408897 1.0680072
#> [3,] 0.9202596 0.7268667 2.840876 0.5730220 12.304402 0.7210519 0.5700548
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.6554716 1.6015918 1.8289603 1.1802039 0.5327707 1.5523945 1.338911
#> [2,] 0.7279738 0.8661414 0.3741093 1.0341757 1.4274968 0.8390931 1.026950
#> [3,] 1.1004914 1.6868713 2.2495947 0.5744864 1.0962717 3.1781768 4.319645
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.8155929 0.8620104 1.4199327 1.7957295 2.8391490 3.3769476 0.6480254
#> [2,] 1.6892389 0.9683734 0.4981647 0.8534359 0.3511967 5.5605220 1.3088894
#> [3,] 2.6357454 3.2004063 0.8584864 13.6784040 7.3569920 0.9343861 10.0349314
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.5280820 1.327424 1.301827 4.6513367 2.3829666 0.5820216 1.014365
#> [2,] 0.8527239 1.543980 1.692778 0.4553647 0.4939616 0.4458461 1.514461
#> [3,] 1.4118920 3.150495 1.603634 0.8431780 0.4397180 0.7338554 1.598415
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.8159016 0.6616523 0.4814302 1.6930589 1.381388 0.4515067 0.7614471
#> [2,] 0.6875585 1.0053915 0.5787313 0.4578769 1.206815 1.1404437 0.7084410
#> [3,] 0.7194073 2.2462284 1.2209710 1.2714899 1.454297 2.8132808 0.4801939
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.7057738 0.4403389 0.5724016 2.1986408 0.4889925 3.0427480 1.034896
#> [2,] 0.5128369 6.7417859 1.2367790 0.8782612 1.5280496 0.7667748 6.792668
#> [3,] 1.9350421 0.9266372 1.2679669 4.3030767 1.0041311 0.5581254 1.738182
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.8627324 1.3299023 0.6773559 4.5863646 0.7541537 0.6245052 0.6939668
#> [2,] 0.7799105 0.8713366 1.8080703 0.8800812 1.4018895 7.1261289 0.5391786
#> [3,] 0.3341322 1.7498635 0.6390072 3.2743457 1.6565999 0.5573635 0.5811866
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.6246615 0.408744 0.3261529 1.397735 1.025851 0.9491187 0.6852418
#> [2,] 0.4906152 1.757771 2.2839650 1.155701 1.324683 1.4688346 1.8285039
#> [3,] 0.8655716 17.519814 0.8083104 4.634794 1.118295 0.9726883 1.1288601
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 2.0204356 0.9871244 3.037797 0.6712395 1.0224352 1.8910392 0.6254859
#> [2,] 0.8952563 2.6631852 1.844736 1.5467958 1.3355479 0.9559418 0.5957019
#> [3,] 5.6512735 2.2318316 10.968741 0.7405485 0.8091074 0.6580612 1.2517229
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.9803306 1.3049821 1.776948 1.3615854 0.6206729 1.7069067 1.403732
#> [2,] 0.8202047 1.0204536 2.039988 1.7843237 0.9973603 1.3930956 1.891036
#> [3,] 1.4423765 0.8374886 3.009910 0.8461392 1.8933441 0.6676979 1.686616
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.9066902 0.7980203 0.9328678 0.3453889 0.7788053 1.5597716 0.5359503
#> [2,] 1.2173351 0.7943826 0.8865998 1.1415607 0.6541230 0.9963596 2.3710196
#> [3,] 0.6867437 0.5408689 1.0388333 1.3169582 1.8652759 0.4731872 0.9995805
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.6647594 2.3893343 2.017846 0.7196959 0.3807705 1.695293 1.1078163
#> [2,] 0.6705179 0.5455259 1.245715 0.6295291 0.8000200 1.994514 1.0348117
#> [3,] 0.6540237 0.8831209 1.049875 1.1633950 0.9060767 1.485287 0.7154785
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.0933484 1.4096513 0.6609711 2.3601433 1.1300746 1.0257538 0.4779401
#> [2,] 0.9550956 0.4944699 0.4641221 0.3191485 1.1523528 0.8222119 0.9288533
#> [3,] 0.8892407 0.2333342 0.6864617 1.7374663 0.4863695 1.6518872 1.0846227
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.7692195 1.4555112 1.5552922 0.6244694 0.6508485 1.0614199 0.6710936
#> [2,] 0.9591832 1.4555804 1.3246812 1.3269224 1.6778826 0.7666595 1.3391594
#> [3,] 0.8344385 0.6732283 0.7114726 0.8014857 0.5831004 0.5075700 1.6181272
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.5825877 2.2104340 0.4333823 0.6010177 1.3185295 1.0368762 0.8072396
#> [2,] 2.9347730 0.8011659 1.5246884 0.6221403 0.7585864 0.4614791 0.6255816
#> [3,] 0.5018919 1.0753597 1.0293743 0.6879353 0.5943599 1.3856496 1.4860573
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.8446112 0.6031037 0.7717539 1.075364 1.566500 0.5942763 1.088181
#> [2,] 1.3318537 3.2602846 0.9394937 1.073785 1.348704 0.4564343 1.383857
#> [3,] 0.6856070 1.3455694 0.9846647 2.030473 1.484826 0.9820334 1.941254
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.623848 2.6428771 0.9361509 3.9270897 4.248424 3.770443 0.8065964
#> [2,] 2.717748 0.5079261 0.6711446 0.9679432 2.071207 1.476586 4.4353017
#> [3,] 1.864187 1.2464453 0.5450798 0.7322042 1.604309 1.449486 0.7516890
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.7974603 0.4737799 1.1525284 2.0036827 0.5743372 2.309682 0.3453795
#> [2,] 1.7379141 2.1179357 0.7071762 0.7043311 1.0905808 2.701050 0.9495176
#> [3,] 0.4198386 1.1336962 1.5162552 5.9756408 3.4724429 8.311702 2.2676102
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 3.5545819 1.4018709 1.9907745 0.3326685 1.345470 0.9902268 0.8380990
#> [2,] 2.8930835 0.5469903 0.4939818 2.0126125 3.815989 1.7825768 0.9546233
#> [3,] 0.6167496 1.2337689 1.4116623 0.8545578 1.065230 1.3206604 1.1377776
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.4388885 0.8463887 2.765456 1.137194 3.921649 0.3644779 1.182247
#> [2,] 0.6938583 0.7702408 1.292208 4.091171 1.051621 0.7888408 2.002214
#> [3,] 0.7236008 3.9261935 0.721143 1.181864 2.999381 0.6737136 1.287094
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.5939802 0.8287908 5.3279155 0.8466068 0.6585887 3.443975 0.5095482
#> [2,] 0.7325694 0.7013747 0.5250483 0.6522748 0.3188408 1.568175 0.6465821
#> [3,] 1.0206459 2.6371860 0.8802578 1.0568383 0.3556963 1.192669 0.9032430
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.171254 0.6971671 0.5900807 0.5472871 0.7544061 2.335948 0.6613861
#> [2,] 1.256710 1.5940509 4.5594330 0.4860723 0.7188999 1.167418 2.2104882
#> [3,] 0.633208 3.0050886 1.0611027 1.7937743 0.6510997 5.621089 0.9919997
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 4.182842 0.9461982 5.804591 0.6793736 0.7917764 0.4442090 1.521634
#> [2,] 1.350887 0.9659526 1.773621 0.7494398 0.7664352 4.6158708 0.862279
#> [3,] 1.880375 0.8719404 0.353380 1.0925114 1.2246264 0.7395143 1.494441
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.169023 0.6729691 0.8060215 0.9311873 3.1675698 0.6527610 1.076844
#> [2,] 2.154962 0.5024441 0.4677198 2.2530280 0.5418751 4.4632180 1.120374
#> [3,] 2.596211 1.0870810 0.7168549 3.9921670 0.4929725 0.7924732 1.411116
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 5.689659 0.6762665 3.4433997 2.2806334 0.9316621 2.4180033 0.6370102
#> [2,] 1.665307 0.9399251 0.5199067 0.9749777 0.4531378 0.9472719 1.6799220
#> [3,] 4.043496 0.8503801 1.0127558 0.9514414 2.3647520 0.9210423 2.0683640
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.8546299 0.8713734 1.2078985 3.5755454 0.3172519 0.8047443 1.0552151
#> [2,] 1.7992498 1.1347420 0.8274978 0.5734882 0.8913571 0.6129401 2.0504881
#> [3,] 6.7488978 1.5755102 2.1076244 0.6837543 0.3780070 0.6212660 0.7135554
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.7694570 0.7275361 0.9970629 0.6876056 0.5275452 0.7248868 0.6069841
#> [2,] 0.5131093 2.9492427 0.5781438 0.8274380 1.8628156 0.7137310 0.4515328
#> [3,] 0.6460314 3.0525140 0.7553918 3.3062002 0.5429644 0.7546515 3.5625107
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.4979423 0.8529119 1.0478379 0.5965755 2.0067377 1.4885004 1.2770043
#> [2,] 0.7195302 0.6334034 0.5411144 1.0895468 1.2170146 1.0128254 0.6093215
#> [3,] 0.8067412 1.2952786 1.4804957 1.5759744 0.8040396 0.6901236 5.9730085
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.506652 1.798610 1.2965671 0.9861995 0.3381208 0.6133318 0.8247743
#> [2,] 1.611272 5.156894 1.2995251 2.4905572 1.1546554 2.0204697 0.9456811
#> [3,] 2.662228 1.867573 0.8693531 0.8702074 1.1873303 1.0989633 0.4221155
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.3862567 0.6605315 2.1601439 2.5405751 1.2164623 3.1053449 4.0717822
#> [2,] 0.5424683 1.4418191 0.5492558 0.6087156 0.6645714 0.8731739 0.8640697
#> [3,] 0.7592695 4.4666496 0.5275755 2.1599767 0.5357804 6.6069210 2.8960916
#> [,302] [,303] [,304] [,305]
#> [1,] 0.9155046 0.7453561 0.8126917 1.4877769
#> [2,] 4.9005540 1.5515832 0.8900946 1.1122847
#> [3,] 2.5600311 0.7707885 0.6780859 0.9911447
#>
#> , , 7
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.746613 0.7686814 2.9490642 0.9125069 0.9280529 1.667342 1.457519
#> [2,] 1.140336 0.6794643 1.5459617 1.8289184 0.9719848 9.285277 6.674194
#> [3,] 13.296506 2.9866765 0.9508572 3.1389819 3.7829072 1.988369 1.847396
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.8319254 1.5239632 2.292645 5.513740 1.8023665 0.9404435 1.056723
#> [2,] 1.2033467 1.3534791 1.804338 1.285275 10.9419870 4.5678921 9.697969
#> [3,] 0.6732556 0.8125306 1.733682 1.896526 0.5900091 0.4173678 1.876392
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 2.4884961 1.8713614 0.9290077 2.4411673 1.302822 1.2767550 4.5180576
#> [2,] 7.9423909 0.7585861 14.0699500 1.7330159 0.695485 0.6786614 5.3437257
#> [3,] 0.8789246 1.9847463 1.0621822 0.9797667 0.766786 1.0139707 0.6197132
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 2.2009270 1.0295985 0.9924486 2.6328367 3.715930 2.4423288 2.628239
#> [2,] 2.8182374 3.5270191 30.8386620 0.8367844 1.250621 0.5215837 1.994621
#> [3,] 0.9904809 0.8887706 1.2841759 1.3780533 2.006176 1.5791106 1.732789
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.8865882 4.034353 0.9555333 2.1794727 2.6781059 0.8946390 1.9537446
#> [2,] 0.3782462 1.666026 0.9478272 2.7336038 0.5952771 0.5074457 0.9474446
#> [3,] 1.0480100 1.399936 0.9056116 0.7078103 1.5076637 0.5025995 0.3953638
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.0581289 0.9131238 1.1794678 1.0493681 2.1882037 0.4235287 0.9713846
#> [2,] 1.5706081 0.4851472 0.5667907 0.5765861 1.8879640 3.6486367 2.0634790
#> [3,] 0.6793434 0.7758174 2.5715823 1.9399098 0.4777346 2.2360709 0.8213761
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.7419467 2.926536 1.520349 1.1408725 1.603660 1.325675 0.9138395
#> [2,] 1.4973081 1.243204 1.770910 0.7782129 1.008825 10.919441 0.7257347
#> [3,] 1.2892602 1.073846 1.222970 0.9197395 1.343171 2.013387 1.9520836
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.9841531 1.1722010 0.5987284 1.1533054 2.646157 0.5997944 0.998719
#> [2,] 1.4341036 0.7345188 3.0455892 1.1691654 0.806735 1.2985795 1.379991
#> [3,] 0.5965765 1.5727119 2.7238018 0.9661452 0.932926 0.6898095 5.572806
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 2.7389931 2.390853 1.5409930 0.7873678 0.5381440 0.821018 1.8848643
#> [2,] 1.2471895 1.303968 1.3115371 0.9565328 0.4974092 1.519832 1.7820264
#> [3,] 0.9478905 0.750630 0.5148184 0.7689183 1.5910095 1.507477 0.3810208
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.8723762 1.178404 2.833585 2.5686487 1.9657203 1.158407 0.513297
#> [2,] 0.2146554 1.109338 1.091322 0.8898487 0.9930824 2.057546 1.386874
#> [3,] 2.1076404 2.104105 1.781165 0.9929820 1.7347384 4.601993 3.010758
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 2.4830602 6.023750 0.9505286 1.007087 2.5321638 1.8017219 1.1202686
#> [2,] 6.1271883 1.207831 0.4542989 1.838505 0.5161817 2.4621765 1.4053551
#> [3,] 0.6774477 2.572696 0.5045767 2.303449 1.6100746 0.7087376 0.6070558
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 2.2699721 0.7527469 0.8912134 2.6407915 1.002385 0.6288575 0.8074186
#> [2,] 1.0730904 1.1341588 1.7928704 6.1406265 1.366573 0.6434287 0.9152902
#> [3,] 0.6224875 0.5185777 1.4802911 0.9678897 3.613519 2.6971059 1.5604993
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.2414188 2.0546792 0.7887423 0.5902516 2.1907336 4.4193081 1.435334
#> [2,] 0.4075888 0.8545252 1.1781357 0.4887420 3.0430847 4.0747521 2.097194
#> [3,] 0.6873441 1.5794311 1.0315904 1.5397605 0.3841533 0.6841487 5.269998
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.4087828 2.1934934 0.9364313 0.7975206 1.093392 0.4289486 0.4924406
#> [2,] 0.9459387 2.8605846 2.2282118 1.9983996 1.075571 0.6877348 2.6971415
#> [3,] 1.2520695 0.5776414 1.9600685 1.0858616 8.234583 0.7887579 0.6821377
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.5618870 1.7799406 0.5687045 0.5467072 1.0833987 0.6469346 0.7046187
#> [2,] 0.7259513 0.8571111 2.3567121 2.1753631 0.7372297 0.6412552 1.5532179
#> [3,] 2.0930260 0.6627972 2.4947584 0.5732913 0.8365935 1.9765283 0.8539917
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.8523704 2.6278861 1.1212627 3.883707 1.6153270 0.7319087 1.370082
#> [2,] 0.7198000 1.6800488 1.5359173 1.271500 0.6956581 0.5879098 1.042359
#> [3,] 0.9714135 0.7089258 0.6432331 14.789373 6.9025101 0.6224562 2.677811
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.3015198 1.106834 1.6197235 1.3391953 0.7577533 1.4378619 0.6501785
#> [2,] 0.9208833 2.590049 0.7400951 0.6985563 0.4231005 0.9550998 0.4118118
#> [3,] 1.6054816 1.663294 1.2468307 0.3158299 11.9567639 2.8021900 1.9552355
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.9364707 0.8978444 0.7526239 1.1110313 0.7135119 0.6903433 0.9281671
#> [2,] 1.4000608 1.3328864 2.3110525 8.3200206 0.7076514 1.0165952 2.4824811
#> [3,] 0.6896340 0.6651764 1.4528721 0.9477739 2.3149518 0.4044993 0.7317250
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.0863753 0.8302260 0.4810107 1.2684600 0.5355990 0.8746234 0.9614335
#> [2,] 0.7379029 0.5745433 1.1023778 0.6982281 1.2559051 1.2164022 1.4556928
#> [3,] 2.7695521 0.3387097 1.8665797 0.4641305 0.5035704 4.8773449 5.0180327
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.8180955 0.6199595 0.5374634 0.3306032 1.8089559 0.9764421 0.8796244
#> [2,] 0.9912337 1.3190422 1.0517807 0.6868299 0.9057907 3.5001512 0.3893560
#> [3,] 0.5824615 0.6889035 0.7323154 3.4317714 0.6664738 1.1366456 0.7272390
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.1290324 0.9849756 0.4018890 1.445813 0.3685278 0.6908095 0.4639932
#> [2,] 0.8431862 1.7922785 0.6716929 1.013657 0.9099886 0.8539544 1.1284028
#> [3,] 0.8731078 3.9117083 1.6832959 1.471266 1.0088326 0.8638912 0.6781336
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.9521882 1.2473663 1.047537 0.4975356 0.7456197 0.6584735 0.7352483
#> [2,] 0.7607038 0.9545831 1.520230 0.9084312 1.5343203 1.3430222 0.9697222
#> [3,] 2.6109917 5.5343102 1.223761 0.4821019 0.6318237 8.4966124 0.5761274
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.7605902 0.671968 2.816415 1.0309862 0.6771404 0.9681070 0.5040297
#> [2,] 0.7580980 1.486864 2.326933 0.9868706 1.1743677 2.3585486 0.8809821
#> [3,] 0.3002158 1.811818 7.464663 2.5136431 2.0074067 0.5928314 0.5683736
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 2.1630372 2.2704545 1.630213 2.0430938 1.177539 0.7889102 0.4667243
#> [2,] 1.0723204 0.5674845 1.716459 5.8694959 1.190980 2.9678809 0.3558922
#> [3,] 0.5542225 0.3828844 1.479061 0.7343467 1.069946 1.4918041 0.6934089
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.3726414 0.5023860 0.5989176 0.6255216 0.8812961 1.8891210 1.5077439
#> [2,] 1.9110331 0.8973165 4.8010080 4.3435344 1.1617660 0.4932682 0.6920756
#> [3,] 0.5911248 0.9986098 1.1700766 0.5564129 0.7757741 2.2809831 1.1841820
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.6400678 1.635861 1.340671 4.0477596 2.4150176 0.8428846 0.8329947
#> [2,] 0.2537924 3.225834 1.078850 0.4252690 1.0641741 0.6449993 6.0449517
#> [3,] 3.1815742 1.153566 1.296987 0.4356176 0.4181739 1.0437090 1.0670103
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.5902209 1.246582 0.5689067 0.4705781 0.6083443 3.4221986 0.4707646
#> [2,] 2.1954824 1.063735 1.1325514 0.9894985 2.6852171 1.9180145 0.5862165
#> [3,] 0.3966519 0.584517 0.9627482 1.2614749 3.2836343 0.4663196 0.9089397
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 1.153733 1.511923 1.899416 1.008847 1.8358012 0.6515036 1.3821179 2.148487
#> [2,] 1.034596 1.408923 1.519927 1.100046 2.0709118 1.7223892 0.8051168 2.619141
#> [3,] 1.497591 1.226690 1.323893 4.434965 0.5134697 1.9041576 1.0277452 1.724613
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 1.0258023 1.9952236 0.8209303 0.5307061 1.2132817 2.689648 0.7946890
#> [2,] 0.9601239 1.6942593 1.0231456 1.1733645 1.8170977 1.078529 0.4504347
#> [3,] 1.2521953 0.6530415 1.7827990 2.8756957 0.3803643 1.011455 0.4540452
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 1.686633 1.045275 0.3499736 3.2896618 1.056932 1.179570 0.6869160
#> [2,] 3.298513 1.756547 0.8345114 1.3399365 2.586561 1.327374 0.8198348
#> [3,] 1.636677 3.535399 0.9130453 0.7523483 1.294317 1.067169 2.9085083
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3.1745647 1.287276 4.9128361 2.358855 1.030591 1.6436029 0.6500516
#> [2,] 0.5609634 1.016840 0.5681111 1.823488 1.822366 0.8752281 0.6386714
#> [3,] 1.3620396 1.276866 2.1234801 4.622244 4.557561 0.8810062 1.3230225
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.4620539 1.2594208 1.4046402 0.8310713 0.9166627 0.9117692 4.230552
#> [2,] 1.1940609 0.4559154 1.4176808 1.3139319 1.0973869 0.9918644 1.177292
#> [3,] 0.4373185 2.7488469 0.4182104 2.3037218 0.7744262 0.6783317 1.885658
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 0.4752551 1.052266 0.6519234 1.3150906 2.5705862 0.7835561 4.5997537
#> [2,] 0.4326493 2.069328 1.8843494 0.4532844 0.7693091 0.6407012 0.4448509
#> [3,] 0.4377820 3.696275 1.3003831 2.1932617 1.2583529 0.6316410 0.8195824
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 0.5232616 0.6705940 1.4770532 1.518689 0.6138210 0.7425268 0.7796243
#> [2,] 2.7296411 1.5483833 1.5624916 1.333618 1.7015236 1.2101468 0.7091939
#> [3,] 1.3495352 0.3154538 0.9210032 1.673065 0.9066487 1.0563833 0.6530173
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247]
#> [1,] 1.110631 1.312692 3.641957 1.310843 3.232706 0.5751461 0.6742881 1.6107090
#> [2,] 0.575203 1.805763 1.331672 3.455531 3.162195 1.0428344 0.8215623 1.0451322
#> [3,] 2.890370 1.270737 1.142870 1.811468 7.496251 1.9898828 1.0017366 0.6366417
#> [,248] [,249] [,250] [,251] [,252] [,253] [,254]
#> [1,] 0.8226941 1.2676452 1.7066679 0.8273185 1.9171535 2.626098 1.974342
#> [2,] 1.1572456 0.5177558 0.4736324 0.8825356 1.9755699 0.450724 1.218260
#> [3,] 1.1117959 0.8182712 0.9160586 0.7543122 0.7596068 1.312115 1.741343
#> [,255] [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] 1.0117548 2.3247495 4.4389982 3.876497 3.5647929 1.921150 0.4881983
#> [2,] 0.7129168 0.7413972 2.1422044 1.063818 1.7848509 1.995964 0.9221939
#> [3,] 0.9096931 0.6857629 0.9023556 1.141045 0.6385175 1.513805 0.9402588
#> [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 1.0726036 1.7716400 1.520098 0.8110587 0.9051306 0.6443218 3.506522
#> [2,] 0.7385842 0.7182287 1.630279 0.7107457 0.7548949 0.8652335 1.243904
#> [3,] 1.5376004 0.7484165 1.506617 0.9460331 0.8312108 0.5206245 1.598412
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] 0.7942664 1.8054519 0.8717149 0.7850379 1.1966702 0.6769203 0.4961303
#> [2,] 2.4080756 0.5109481 0.5629054 3.7410159 0.5583074 3.0085593 1.3356367
#> [3,] 0.7861554 1.2237427 1.5428212 1.2778415 0.7698786 0.9402467 0.5702536
#> [,276] [,277] [,278] [,279] [,280] [,281] [,282]
#> [1,] 1.113344 1.2146214 1.0594970 1.0089641 0.4433155 1.488526 0.5875935
#> [2,] 1.213645 0.3075084 0.7693342 0.4435187 0.4815870 1.960861 1.8408313
#> [3,] 1.005248 1.9689699 0.7698542 0.8003531 1.5553847 1.381509 2.4304236
#> [,283] [,284] [,285] [,286] [,287] [,288] [,289]
#> [1,] 7.8326535 1.689598 7.6955908 1.550016 0.529074 1.2792236 0.7184032
#> [2,] 0.5942585 1.110283 0.5245577 1.434224 1.261904 0.5397785 8.7030038
#> [3,] 1.2222133 1.312973 1.8612081 2.076030 3.087179 0.8341835 2.9205742
#> [,290] [,291] [,292] [,293] [,294] [,295] [,296]
#> [1,] 1.722183 2.624138 0.8567041 4.5269097 0.9510010 2.4611122 0.5403933
#> [2,] 1.308397 1.895135 0.9085852 0.6561842 2.3099828 0.8654176 0.6992952
#> [3,] 1.598847 1.983045 1.5535219 0.7112163 0.9983641 2.8569376 5.0528630
#> [,297] [,298] [,299] [,300] [,301] [,302] [,303]
#> [1,] 0.8620185 0.6476596 0.6360135 2.048082 1.1004544 0.3705672 1.6751118
#> [2,] 0.9156909 2.2375364 1.1525196 1.293386 0.9778946 0.5911617 0.9860022
#> [3,] 0.7824335 0.6938975 0.5580351 6.031535 0.9733550 2.9277126 0.3822783
#> [,304] [,305]
#> [1,] 1.4354903 1.3951219
#> [2,] 0.6820381 0.9877252
#> [3,] 0.3299174 1.1365365
#>
#> , , 8
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 0.5310347 3.347264 3.4817692 1.2407101 1.029876 4.210556 1.212621 2.801568
#> [2,] 1.1179166 1.898761 1.3213424 1.6689952 1.269696 1.333698 1.660813 4.269824
#> [3,] 8.8948571 3.463831 0.3383789 0.6255097 3.389062 1.798853 5.332813 1.709931
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 2.9979494 3.1916004 2.581058 1.971940 1.109287 2.951755 0.8439731
#> [2,] 1.7119255 3.0237782 4.214347 5.738457 27.383696 9.694586 2.0207513
#> [3,] 0.6510293 0.8101046 0.580482 2.202105 1.922854 6.128546 1.1106937
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 2.182471 2.010753 2.083394 1.0576595 1.0547973 0.9404848 1.3899542
#> [2,] 1.764014 1.150144 1.273355 0.5364785 0.6202363 1.4507171 1.4606655
#> [3,] 2.131272 1.977383 0.815645 1.0190483 0.4905474 1.3956155 0.7282807
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 0.8391314 1.068385 0.620278 0.9915973 1.0509098 1.480678 2.8537549
#> [2,] 1.4320141 1.029462 0.939871 0.9112213 0.6080393 5.627797 1.0606643
#> [3,] 0.4247144 6.869806 2.128928 0.5914203 1.6118865 1.354542 0.4864268
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 2.2938704 1.2746328 3.9572633 1.251063 1.0318401 3.0354072 2.811043
#> [2,] 1.4548038 0.9576048 0.9642221 1.599579 1.2749226 1.1506084 1.374363
#> [3,] 0.8288109 1.6487420 1.9941439 1.223489 0.4932242 0.7411437 2.249923
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 1.124124 0.9817553 3.512772 0.8929735 0.5509224 1.022082 1.2835136
#> [2,] 1.348955 1.3333017 5.093611 2.7310396 2.0784839 4.241219 0.9624407
#> [3,] 1.768865 0.5860259 1.151729 0.5409946 0.8999573 3.705010 0.7802858
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 2.219132 1.554980 2.2825932 1.497627 2.044398 0.7509258 0.9504240
#> [2,] 3.835090 1.084907 0.3852767 1.408254 2.296290 5.2209353 4.6120510
#> [3,] 1.011911 1.796040 0.4477832 1.975348 1.019367 1.2725805 0.5589442
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 2.6029612 1.3080005 1.183332 1.670865 0.5910173 0.9420154 0.7087861
#> [2,] 1.8572008 0.8053195 0.894278 1.061829 0.4112345 1.1693089 1.2517394
#> [3,] 0.5104152 0.5824860 3.214752 8.494895 1.8478384 1.3239067 0.6152043
#> [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 1.1705549 1.402134 1.950563 1.7888869 4.045019 1.590628 1.1763043
#> [2,] 1.2929660 3.292398 3.100334 1.3282265 2.599163 1.052460 0.4572644
#> [3,] 0.5896692 2.296853 1.841401 0.9912691 1.683466 0.786556 1.7006220
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 0.8682089 2.5079222 3.6565736 1.2647522 0.8155791 2.155615 1.4523278
#> [2,] 1.1325439 1.1960278 0.9737990 1.0245404 0.8095799 4.861699 0.8352726
#> [3,] 3.5361560 0.7257086 0.3280064 0.7991138 1.7287896 2.792202 1.8402135
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 1.5357814 2.326646 1.0164638 0.8111996 1.385618 2.1758504 1.2461135
#> [2,] 0.9087014 3.612902 2.2790929 1.1897147 2.693232 0.3155913 0.9999906
#> [3,] 1.4115940 2.002716 0.9352285 0.7007526 1.071636 0.5703799 1.5668507
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 0.4838996 1.4678999 1.2069183 2.6737623 4.040687 0.6097094 1.808096
#> [2,] 1.7528020 0.7563448 2.1335177 0.9770654 2.463892 1.2040916 1.703252
#> [3,] 0.5559323 0.6826198 0.7164111 5.0743359 5.793503 0.7785987 0.922398
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.8592198 0.6687019 0.3364379 1.7200151 0.7633389 2.5859022 1.102467
#> [2,] 0.7989191 1.0356405 0.6913257 1.8686369 0.9564812 0.9098896 1.138752
#> [3,] 0.4269601 0.6091228 1.0057483 0.8435439 2.2072915 0.8759517 1.009354
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 0.7112152 1.0556384 0.6303128 1.136247 1.147374 0.7861466 0.3706146
#> [2,] 1.0029509 1.3483686 1.1025650 2.116777 0.617613 1.5103471 0.9318983
#> [3,] 5.3674019 0.4313738 0.9186235 1.302147 3.793810 1.2364881 0.4446563
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 2.9396107 1.3661730 2.9829247 2.533180 0.3807412 0.5961566 0.7028007
#> [2,] 0.9895284 3.5482515 2.5018995 1.192928 0.6793507 0.9060750 1.5113580
#> [3,] 0.9020514 0.6152312 0.3502355 1.034969 0.5237552 1.3784446 0.6522696
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 0.6751236 0.8097051 1.8953905 2.7298387 0.9839200 1.7898577 1.8129998
#> [2,] 0.7604085 1.2238417 0.8641838 0.7454636 0.6148454 1.1414054 5.1738551
#> [3,] 2.7018221 1.5729409 35.0469206 5.5749909 0.6672834 0.8245038 0.6919255
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 2.7690015 1.704752 0.5772009 1.1551023 1.2365615 0.5242645 4.236363
#> [2,] 0.3365127 1.389762 1.1241897 0.4720890 0.3631551 0.7680865 1.356119
#> [3,] 1.6452869 1.229770 0.6542845 0.2482434 0.8874544 1.7222006 1.590266
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 0.5838917 0.9800824 0.6379068 1.2399938 0.9114328 0.8507036 0.5807610
#> [2,] 1.0831745 0.4959581 1.6717440 1.9209598 0.7684892 0.8808679 0.7121079
#> [3,] 0.7137656 1.0020603 0.8091610 0.6535357 0.8875197 1.4178038 0.6058462
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 1.6099607 1.4472806 1.241642 0.6086833 0.9533611 0.8105427 0.6951375
#> [2,] 2.3136812 1.2060084 1.535616 2.0128200 0.6273741 1.2969576 0.8031315
#> [3,] 0.8784407 0.9168789 2.742891 0.6583219 1.5348306 1.6615346 0.9152566
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 1.9268805 1.2665639 0.6723986 0.9936653 2.018827 0.5097791 1.1295894
#> [2,] 1.4440312 1.2758731 1.3696324 1.0897781 1.382919 0.8963800 0.4673803
#> [3,] 0.3407201 0.9840855 2.0686621 1.8229397 3.757128 1.1459220 0.9805801
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 1.344179 0.4173287 0.8426616 0.4072349 1.3352910 1.986154 0.4399613
#> [2,] 2.567861 2.3212886 1.5325356 1.1534448 0.9809493 1.040258 0.7924118
#> [3,] 1.950684 1.3324767 0.5873677 1.1000387 0.6796937 1.114342 3.3774656
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 1.453265 0.8785941 1.1163060 1.3221996 1.3568727 1.4275209 2.4338509
#> [2,] 2.245831 1.3021726 1.4391468 1.8039632 0.6799861 0.5796306 1.3154464
#> [3,] 2.412959 1.6473787 0.5179262 0.4785242 0.3716746 0.5984340 0.5230161
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 1.0001871 0.8881425 2.302588 0.8586533 0.8986322 0.6232705 0.7564279
#> [2,] 0.8060277 0.8817652 1.009060 1.0966184 0.9167072 1.5153641 2.1957453
#> [3,] 1.3245897 3.4889051 0.522453 1.3364138 1.0964566 1.1827868 2.5091927
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 1.4178682 0.5418299 0.8989661 0.4895111 0.4961326 3.0928224 0.6142719
#> [2,] 1.7363143 2.2935962 0.7216925 1.7433985 0.5300939 0.8500818 0.7614424
#> [3,] 0.5185273 5.6127682 7.9080563 1.2786244 3.3788149 1.5007782 0.8496613
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 0.9553555 1.383336 1.090653 2.2863171 0.9224832 0.9156215 1.433446
#> [2,] 1.3728447 1.076388 2.809842 0.5795968 1.6468640 0.6395365 0.809559
#> [3,] 2.4712891 1.253327 1.225148 1.1213384 1.0393294 2.0713154 1.308888
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 0.819984 3.7331543 1.024650 0.8338498 1.0877170 1.7488145 0.8977385
#> [2,] 2.416281 0.8778318 1.692047 2.7783113 0.7905039 0.7124917 1.3131205
#> [3,] 2.042020 1.4385928 1.321320 1.5502559 0.5519903 1.4629547 0.3084874
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 0.6060952 0.6804295 1.010785 0.5497363 1.349833 0.6099757 1.0632207
#> [2,] 0.9376308 1.3871640 1.904118 3.1959715 1.019405 2.6692642 0.5406852
#> [3,] 0.7694789 0.8051828 5.498264 1.0618843 1.438482 1.9058075 0.4619294
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 0.9945992 0.7222172 0.5768970 1.181747 1.097283 0.8114127 0.6802344
#> [2,] 1.2485735 1.9616757 0.7204936 3.958967 1.048210 0.6006151 1.2888974
#> [3,] 0.6554960 1.5315290 0.7723653 1.055641 3.031745 0.5109680 2.0087775
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 1.3313160 0.5286811 0.967630 1.1984314 1.0840680 1.3654095 0.5035526
#> [2,] 0.5347982 3.0952830 2.239293 0.8719282 0.9166864 1.0904667 0.9714680
#> [3,] 1.3083045 0.8767268 0.568322 2.9763607 2.7810961 0.5566179 1.0260723
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 1.4100315 0.2236589 0.8258981 0.8863194 0.6127658 0.4272133 0.8029568
#> [2,] 0.7172495 0.4982684 1.4325074 4.0926122 1.0047119 2.3998305 1.4578431
#> [3,] 4.6268425 0.9836579 0.4104034 3.6545279 0.7110569 3.7112914 0.9878245
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 1.0943014 0.7676573 3.6541024 1.862156 1.153128 0.5902132 1.1038630
#> [2,] 0.5313769 1.0379105 0.9473223 1.106846 5.039728 1.5940875 2.0689742
#> [3,] 4.9820890 0.8799857 3.3270220 5.396811 5.315132 1.0051314 0.5036734
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.5816096 2.0921178 0.6180595 2.159695 2.8842656 0.5685861 1.2340218
#> [2,] 0.5249398 0.3617287 0.7866425 0.702635 0.6427511 0.7977138 0.8908991
#> [3,] 1.3013881 0.7801651 1.1183843 2.494505 1.2437377 2.9160467 0.2744481
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 1.224291 1.175019 1.2360007 0.8959341 1.2626922 1.0246099 1.9218418
#> [2,] 1.124735 1.011271 0.9630711 4.4045306 1.5051995 0.4525001 0.6300069
#> [3,] 1.435805 1.754309 3.3449174 1.8040640 0.2994298 3.0945366 1.0801500
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 0.3965055 1.261294 0.8563622 0.4573118 0.6429119 1.074520 1.641381
#> [2,] 1.3982198 1.430964 2.6637317 0.4025302 0.9088319 1.031678 1.650914
#> [3,] 0.8687805 1.287389 1.7298865 1.1884208 1.2835299 1.233547 5.211501
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 0.8286945 0.6199014 0.3143394 0.6663692 1.1449257 1.075590 1.290895
#> [2,] 1.6920415 2.6337121 0.8966737 0.8932200 0.9516974 1.141913 1.253840
#> [3,] 0.6505779 0.8195427 3.0783238 1.0327205 7.4573633 2.108720 2.966705
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 1.140234 3.588145 0.7912190 1.005008 1.4316138 0.9910446 0.7595777
#> [2,] 5.971060 2.552537 2.9819892 1.057155 0.9570742 1.1482230 3.1955343
#> [3,] 1.143130 1.652191 0.9421247 1.652557 0.9520537 1.3439705 0.8743133
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 2.1482770 1.2379279 1.013285 1.3488808 0.7852360 1.0461738 3.3183080
#> [2,] 0.7285286 0.8926897 1.476931 0.5876591 0.8504064 2.4436901 1.4152665
#> [3,] 1.4280099 1.4041218 1.747514 1.5833789 3.0844558 0.9159845 0.9145033
#> [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 2.246431 0.7862187 0.6477873 1.1648399 0.5550495 0.4741696 0.8991425
#> [2,] 1.212324 1.4260770 0.8211318 0.7596176 1.5378822 1.8195291 0.7857903
#> [3,] 0.339405 0.8212339 0.2800809 3.7517176 0.9173542 0.3943369 1.0470856
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 0.8589037 0.3371272 1.1648993 2.0968772 0.5985582 1.199308 1.6858798
#> [2,] 1.4578167 3.0265317 1.3221271 1.0538353 1.1243186 1.594707 0.5863198
#> [3,] 0.6473318 0.3834357 0.6901826 0.8777714 3.9000082 1.686106 1.2363301
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 1.046929 0.5869764 0.4269859 0.4796163 1.1826679 0.9321477 1.8619720
#> [2,] 1.811432 1.4664726 0.7586446 1.0847559 0.9291783 0.5191395 0.4376117
#> [3,] 0.473333 1.2578694 0.5139016 0.8363953 5.5069086 1.9751225 1.9180319
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 1.328405 1.4350589 1.4550918 0.6065132 1.300733 0.6373161 0.3552684
#> [2,] 1.875373 3.0700282 0.5114651 0.7220494 1.029413 0.6135171 0.6918592
#> [3,] 2.086597 0.7327946 1.5882779 0.6526851 3.822789 0.5208941 0.7781304
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] 1.930707 1.076613 0.3943182 0.9591741 1.2623431 1.5119481 0.9330742
#> [2,] 3.795159 1.593472 2.7656234 0.5573731 0.8321394 1.2558867 0.9418203
#> [3,] 2.021816 1.379514 0.8305770 0.8393388 1.0601331 0.6162775 0.6928250
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 3.160172 1.1284443 0.8006988 0.5941894 2.3632989 0.5562497 0.9171296
#> [2,] 6.282007 0.9313763 0.6378814 0.5279185 0.6822145 0.8403574 2.5315705
#> [3,] 2.609869 0.8079253 0.9557819 0.4914006 4.4060886 0.7963829 0.7150580
#> [,303] [,304] [,305]
#> [1,] 0.7174457 0.7075939 0.7525216
#> [2,] 0.7458285 2.2216893 0.7384434
#> [3,] 1.3734821 0.8423260 2.1979947
#>
#> , , 9
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 7.1797177 0.7731755 2.086752 0.7000332 2.333096 1.181732 1.124018
#> [2,] 0.8343632 0.9601246 1.572508 1.5814313 1.662078 1.381403 1.473230
#> [3,] 9.6781620 2.7894496 0.847545 1.0799106 1.070168 1.634282 3.705983
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 7.1546605 2.0185183 1.4403841 2.023331 4.731412 0.8614354 1.931288
#> [2,] 28.4156242 1.4361321 2.8979937 4.532778 15.385572 15.3947808 6.481961
#> [3,] 0.7160761 0.8308813 0.5577733 1.301224 5.770335 2.0820575 0.548484
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 1.988333 1.8108437 1.518418 0.9591426 0.9226877 0.700051 2.628161 1.598574
#> [2,] 2.482847 0.8993179 1.945487 4.4049133 7.0119566 1.143083 1.353556 3.058456
#> [3,] 1.480030 3.1277338 0.691476 0.3863848 1.3344995 1.577160 1.350843 3.501611
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 1.965915 1.750630 2.317262 0.8488896 1.780537 1.5569898 3.2541806
#> [2,] 1.348695 1.403979 1.823849 1.9354877 1.661461 1.9889063 0.9374705
#> [3,] 1.867856 4.939046 2.230957 4.7176258 1.079692 0.7044217 0.5087073
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 1.6674134 0.6730896 4.0599432 1.734442 0.7753786 1.075266 5.1051962
#> [2,] 0.9905032 1.8208147 0.5284509 1.498232 3.5772381 2.234427 1.1701648
#> [3,] 0.5764894 1.0314832 0.9253945 1.459909 1.2845220 1.666950 0.6738104
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 0.5434446 2.710894 1.312904 0.4590896 1.479558 2.5994397 2.7806579
#> [2,] 0.8271421 0.342965 1.064548 1.1452437 1.638199 0.8803616 0.8238571
#> [3,] 0.9753455 3.849006 0.979395 2.4861287 1.463534 1.3807977 1.5401477
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 2.325999 1.3636363 3.345085 0.4803174 1.6335518 5.6243832 1.274474
#> [2,] 0.545302 2.5382102 1.443123 0.4508788 3.7584792 0.9432736 2.611461
#> [3,] 1.219449 0.5081027 2.573873 0.5179511 0.9550347 0.9770846 0.768510
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 0.5669176 0.8947008 0.7432693 0.8068546 0.724559 0.7008899 0.6385667
#> [2,] 1.2062795 0.7922628 0.6734942 0.8873797 1.450095 0.7588251 3.2434263
#> [3,] 2.7135930 1.2155617 2.7056293 1.1296657 1.384885 1.2320697 1.2000843
#> [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 1.142438 0.7132557 2.5421294 0.4622938 0.9513659 1.3275540 2.7373098
#> [2,] 1.630237 1.1989967 0.7110755 1.6673050 1.5376438 0.6890776 0.7258954
#> [3,] 2.360105 1.3878705 1.4626670 1.8070337 1.2518714 1.0316868 3.2173302
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 1.3041062 1.5180009 1.200444 0.8499460 1.3000676 0.378277 3.9014470
#> [2,] 0.5771338 0.5155507 3.828661 0.6194162 1.2236109 2.107466 1.1287899
#> [3,] 5.4200857 1.3633316 0.366090 1.9397337 0.7232027 14.336694 0.8462082
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 4.0097371 4.649386 1.2327831 2.4953483 1.7751668 1.5840407 1.0912957
#> [2,] 0.9090999 1.351524 1.0021088 0.4540857 2.4487755 1.0337640 0.5178358
#> [3,] 2.0526818 1.876890 0.3549904 0.9097472 0.9312647 0.5449092 1.4834275
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 1.4561314 0.4718491 0.8513143 1.8746147 0.4522343 2.377139 1.2585407
#> [2,] 0.9077800 1.3832239 0.9646394 0.8809825 2.3920959 1.255287 1.5235347
#> [3,] 0.4360868 1.2411483 1.5551232 2.5948682 1.8463082 2.077187 0.8501148
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.4233277 0.3562212 1.259064 2.351439 3.416061 1.255767 0.7833501
#> [2,] 0.5712846 1.0256613 1.289929 1.859884 0.993006 0.322134 0.8981791
#> [3,] 1.3437574 0.8095325 1.760111 1.852042 2.299142 1.575345 5.2201826
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 1.1396350 1.2288123 1.5682863 4.1853491 0.9759939 0.8482483 0.8956462
#> [2,] 0.2859009 0.7260521 3.1234257 0.3760104 1.1116565 0.7041995 0.5673131
#> [3,] 3.5019802 0.6749305 0.8584562 2.9711426 2.3586689 2.9544749 2.1536847
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 3.028284 0.4267243 4.2488915 0.6610315 1.0979419 0.7311569 0.7046024
#> [2,] 2.917747 0.7434750 1.7141821 1.4784460 0.8290238 0.8199204 0.6584737
#> [3,] 2.483846 0.5822325 0.9346897 0.8016868 0.8629481 0.5093167 0.5972785
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 2.2328439 0.5424735 0.6007905 4.7640847 1.3155553 1.4763845 1.048105
#> [2,] 1.1081439 2.2264260 0.7464374 0.4783453 0.8616362 0.6185438 3.470770
#> [3,] 0.5788322 0.6426384 24.0296614 11.2027839 0.5120578 0.6216090 1.462183
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 0.9542282 0.8731497 0.8661542 1.4463485 4.9111020 1.222971 0.9598731
#> [2,] 1.0371728 1.1330595 0.7872956 0.8851026 2.1222054 0.833253 1.8561286
#> [3,] 1.2618052 0.5649096 1.8026153 0.3046584 0.7736051 1.800417 0.7585100
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 1.090819 0.6022837 0.6234406 1.6383640 0.9433088 1.040359 0.7937393
#> [2,] 0.933158 1.7462665 1.1080871 0.7070099 1.8909078 4.957156 1.7747234
#> [3,] 0.602299 2.4998179 1.5675670 1.5694777 0.4682502 0.729858 0.9544093
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 1.3483983 1.749119 1.4201065 0.6666378 1.4481741 0.9327264 0.8103076
#> [2,] 0.3848576 1.471510 1.4741461 0.4846160 0.7996387 2.0833573 0.7539131
#> [3,] 0.3211472 1.860566 0.6543484 1.7169201 2.9352991 0.6324228 0.8521488
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 2.2342841 0.9029531 1.000662 0.6045860 3.6988015 0.8260933 0.966050
#> [2,] 0.4563147 0.7944915 1.104900 2.0374305 1.7487044 1.8085407 1.209934
#> [3,] 3.6056684 4.8570533 0.531954 0.5643467 0.5951783 0.8252658 1.749710
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 0.8585851 1.687228 2.1464998 0.7799575 1.1245837 0.6245794 1.4348420
#> [2,] 0.6131769 1.645141 1.6310789 0.5426561 0.7463096 1.6757628 0.9804435
#> [3,] 3.1372321 4.760719 0.7976591 1.6447179 1.0199492 1.0243120 1.6382255
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 1.514283 0.5840133 0.9785301 1.496726 0.8391411 0.8903833 2.8359847
#> [2,] 2.545533 1.9406766 1.4218262 1.334724 0.9153765 1.7985127 1.4999482
#> [3,] 1.939690 1.6692714 1.6697614 2.031076 1.0215290 1.6772169 0.3589733
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 0.9247027 0.9656762 2.4483025 1.385449 0.5205878 1.2763454 0.9111345
#> [2,] 1.7050929 3.0472243 0.5481949 1.678333 2.3142844 0.8526167 0.5628248
#> [3,] 1.1090920 2.6215343 2.9588161 2.052833 0.9486671 1.4307072 0.8204204
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 2.2295297 0.7871550 0.9487325 0.8990971 0.5085071 0.7112083 1.414145
#> [2,] 0.8260126 0.6038265 0.6459755 0.7379144 0.6769424 0.6736891 1.217154
#> [3,] 0.3083582 1.4443468 0.9994185 1.4404180 0.9112239 1.8523813 1.332549
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 0.7425308 0.4956873 0.759100 1.2910127 2.7226260 1.1793649 3.4759274
#> [2,] 2.0484277 1.0285460 1.043324 0.4961377 1.4433056 0.7370965 0.9855242
#> [3,] 0.2157231 1.1644326 3.008939 0.9045005 0.7159527 1.3032319 0.4162214
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 1.0935390 1.6558710 0.4446385 0.4939473 0.8855171 1.0762998 0.5107503
#> [2,] 0.6900221 0.9649489 0.7790825 1.7447567 2.8254361 0.5933927 0.7744908
#> [3,] 0.2192183 1.1718021 1.1618816 1.3248462 0.9702083 1.0349070 3.8600916
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 1.3781266 0.4190529 1.1982338 0.9910927 1.2529523 1.365207 0.5778239
#> [2,] 3.8311853 0.3655382 0.6262628 2.9494091 0.5639691 0.600154 0.6792489
#> [3,] 0.5819981 0.9749728 1.2669923 0.4492334 0.7707779 0.834061 1.0143793
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 1.9272208 2.552547 1.6220785 0.6598679 1.718510 1.429520 0.3959071
#> [2,] 1.4991508 1.010080 1.0026826 2.0553808 2.327478 1.531200 1.0923140
#> [3,] 0.3827511 1.133675 0.9333564 1.8063134 4.166143 2.513535 5.4379019
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 1.0955732 0.9465259 1.6234123 0.8086721 4.7193152 3.051372 0.7465317
#> [2,] 0.8590009 1.1025010 1.6056631 0.5989603 0.8576957 1.995172 2.3565018
#> [3,] 3.1476670 3.8346409 0.5355712 0.8579617 1.0430731 1.569348 0.6106501
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 1.1626826 1.171740 0.3849827 0.8407596 0.5393492 1.6502409 3.4689617
#> [2,] 0.5885174 1.001907 4.3504722 4.8718999 1.3108361 0.7721736 0.5013783
#> [3,] 1.2308333 1.994208 3.1123398 2.7183291 0.8814619 1.5113942 1.5444541
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 1.129701 1.4912917 3.120313 1.455092 2.799231 1.1096141 1.6442152
#> [2,] 1.507717 0.3022972 2.245922 1.196460 1.895609 0.8849518 1.0171713
#> [3,] 3.158973 2.9201339 5.536675 3.149507 3.746371 0.4543165 0.8617936
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 1.1232789 0.5378931 0.8413689 0.8802801 1.019497 0.9321741 0.6371991
#> [2,] 6.1945881 1.3127627 1.5648509 2.5683073 1.432194 3.3118882 1.5022195
#> [3,] 0.5442596 1.1465055 0.9453232 12.5229157 1.918430 0.5221917 0.9001277
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 0.6098873 1.272394 1.0260418 0.8341621 0.824519 3.249929 1.441284
#> [2,] 1.3458453 1.242661 0.7281378 1.4346899 1.288834 1.920100 1.643171
#> [3,] 2.0076332 1.128051 2.9223396 1.4471677 3.218663 1.509216 3.738943
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 1.3742968 0.4668294 0.8267827 0.8034038 1.4000982 0.6823287 0.7212836
#> [2,] 0.5759072 0.3773826 0.8217239 0.9084318 1.3480507 0.3591075 1.6067780
#> [3,] 0.8995175 1.7059808 1.8790060 1.2273557 0.6350276 1.6915389 0.6202470
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 1.0000042 0.6219801 0.5613161 0.3311363 1.175537 0.4002548 1.104833
#> [2,] 1.1541936 1.8908801 1.8471960 1.2466483 1.555032 4.2571585 1.186918
#> [3,] 0.7856889 1.6337746 0.7614522 3.0131569 16.186463 2.8082286 2.926186
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 1.1104179 1.2967043 1.4155699 1.0240903 1.3187954 0.8609982 1.8092794
#> [2,] 0.6579039 0.4678066 2.5700062 0.5431239 0.6496705 1.4023365 1.5048227
#> [3,] 0.6642558 5.9635424 0.6782785 0.5912118 0.4681760 0.8697249 0.4541577
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 4.3245146 3.006276 2.804472 1.9699021 1.047218 0.6768336 2.5300534
#> [2,] 1.0325415 1.079049 1.121986 0.7817667 1.396951 1.0093415 0.9120257
#> [3,] 0.6041932 1.172060 1.245720 0.8025314 1.090153 5.0616184 1.3620997
#> [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 0.812610 1.729524 0.4586963 0.7866943 0.8905791 1.118687 1.1577936
#> [2,] 1.591522 3.769296 0.3654431 0.3332458 0.8044023 1.091251 0.6748418
#> [3,] 1.053849 1.841197 1.8842305 0.9718892 0.8501983 2.307387 3.2422263
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 0.8132684 2.1641252 1.132974 2.4837565 1.4296583 0.5336977 1.9553774
#> [2,] 0.7265203 0.3403461 3.357501 0.7659407 0.7391122 1.1579496 0.6857656
#> [3,] 0.9961473 1.2413142 1.152669 0.7944818 1.1505908 0.9709511 0.3883574
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 0.7965224 1.069713 8.8751246 1.5419881 0.3539762 1.6265262 1.5630518
#> [2,] 0.9437915 1.046665 0.8581401 0.9872753 3.6935923 1.2919840 0.4898969
#> [3,] 0.9178969 2.091097 0.2716003 0.4675437 1.5216265 0.4070518 1.3208260
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 0.9341988 1.2092165 1.678036 0.8705690 0.6333594 1.2726412 0.4319639
#> [2,] 0.5992576 0.9293503 2.239614 1.4985593 0.7978408 0.8044295 0.7310626
#> [3,] 0.5415087 1.7265099 2.229276 0.7901678 1.0972854 1.3755356 2.1893374
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] 2.2901119 1.8533138 1.1189973 1.4610339 0.3751107 0.5951825 0.8166809
#> [2,] 3.2368664 0.9882289 0.6563982 1.3817067 1.0139658 0.7097987 0.9019335
#> [3,] 0.5578052 0.6197505 0.4875982 0.5502949 0.9021399 0.4823811 1.3509996
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 4.364583 0.4010287 0.3869996 1.078944 2.3517949 0.8579187 0.5483877
#> [2,] 2.533862 1.1400812 1.0659538 4.369068 0.8381481 0.8200839 2.4100416
#> [3,] 3.988300 1.0444904 0.5650228 1.689876 9.0988876 0.9942854 1.4459463
#> [,303] [,304] [,305]
#> [1,] 0.7943144 1.1174727 0.9575458
#> [2,] 0.8084198 1.4781569 0.9113984
#> [3,] 1.4554304 0.5647162 1.4121875
#>
#> , , 10
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.5117386 1.2744190 1.3000893 0.6354014 6.886150 4.101408 2.076718
#> [2,] 0.3615551 0.9120281 1.2262693 1.7116508 1.436584 1.114510 1.458953
#> [3,] 4.3955764 3.5657949 0.9546033 0.9835596 2.894579 2.272626 1.404814
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.8805813 1.2129451 3.3998629 2.574706 3.361388 0.4182119 4.086453
#> [2,] 3.7726763 1.3310195 10.5751578 2.664818 15.845706 5.7939847 38.915774
#> [3,] 0.7929569 0.4703393 0.4250605 1.091200 1.720522 0.6732711 1.279300
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 9.540522 4.803913 0.5915412 1.4897957 2.272785 1.0359525 0.8764716
#> [2,] 3.527585 2.247241 1.9539018 0.4975547 1.013468 0.7572343 2.8987692
#> [3,] 3.909897 1.817859 1.8160408 2.4822587 1.257554 2.5496526 4.9278789
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.7054516 1.6482106 0.5101977 3.217635 0.7516115 3.4019646 1.421210
#> [2,] 2.3945446 1.5161696 1.0657143 3.313306 2.3993650 0.8584241 1.645195
#> [3,] 2.5714843 0.6051819 5.6592479 1.728670 1.6360307 1.9622631 1.591835
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 6.6423824 1.6413930 1.251865 1.229307 1.2701375 4.8915120 1.0277538
#> [2,] 2.5215373 0.6145193 9.086638 2.627393 0.9554866 1.5536642 0.5500839
#> [3,] 0.6762693 0.5320777 1.276162 1.025093 0.6959181 0.6800248 0.9572886
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.1288766 1.6366584 1.671267 1.2113385 1.901482 0.9224159 1.273371
#> [2,] 0.7721105 1.9409905 1.047083 0.5403882 1.158398 1.6520180 2.204096
#> [3,] 2.2670279 0.7041716 1.924507 0.6110312 1.675638 1.2508836 2.483820
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.8535554 1.4657258 1.478048 2.813369 0.9543458 1.412386 1.5063510
#> [2,] 0.8079751 0.9025694 2.311996 1.012438 0.6201729 1.525354 0.5322681
#> [3,] 5.8747282 0.9524332 1.970045 0.557074 2.1875405 1.933124 0.7566569
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.692154 0.4939287 0.5311956 2.031009 1.1319877 1.768919 1.5308117
#> [2,] 1.120642 0.8184777 0.5125594 2.792859 0.9009779 0.942031 0.8744894
#> [3,] 0.765466 1.6032778 1.0722400 0.984868 0.5903292 1.492391 1.3584251
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9156891 3.5662245 0.8577949 1.1030761 0.6011731 1.972179 2.3241724
#> [2,] 0.4977992 1.1168913 0.8372133 1.0805084 0.3239087 2.670396 0.5019736
#> [3,] 0.7634018 0.4411399 1.4041352 0.2849707 1.3542995 2.046632 0.9764836
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.5929169 2.0342043 1.3966470 1.1882531 1.5783279 4.8536886 0.4848629
#> [2,] 1.5807752 0.7848456 0.7023939 0.9292435 1.1193929 0.4089709 1.1158201
#> [3,] 2.5320561 4.9825078 1.6777915 0.6217397 0.5244229 2.6437634 1.2084466
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 1.533460 6.410536 0.4861378 1.9021238 1.3687887 1.138909 1.531199 27.03099
#> [2,] 1.047464 1.528993 0.8461240 3.1504390 1.9856460 2.542157 1.146275 2.66123
#> [3,] 2.928162 1.079629 1.1565549 0.4901449 0.4120962 2.240538 1.701588 1.20398
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 0.7724768 1.523110 1.012239 2.786429 1.866536 0.945944 0.6067756 5.684468
#> [2,] 1.5764401 1.272540 1.330553 0.478485 1.402994 1.224867 1.4515169 1.794489
#> [3,] 0.8049467 1.321751 0.965768 4.633398 1.858753 1.295680 1.2024923 1.954965
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] 1.381250 3.0620345 1.0920119 1.0216006 0.6295742 0.7027957 0.9023546
#> [2,] 1.879960 0.8556731 1.1361662 0.4482848 0.4532417 0.7195223 0.3620393
#> [3,] 1.126908 1.2687595 0.6092578 2.2748075 1.5919647 3.3074787 1.0297595
#> [,94] [,95] [,96] [,97] [,98] [,99] [,100]
#> [1,] 1.0332382 0.9079584 2.246187 2.2168748 1.559579 0.5255464 1.3258348
#> [2,] 0.7948722 0.9779190 0.821183 0.7427324 3.726490 0.8490061 0.9191744
#> [3,] 0.7601282 0.8217415 4.791004 0.6082158 1.252595 0.7132956 0.7042716
#> [,101] [,102] [,103] [,104] [,105] [,106] [,107]
#> [1,] 2.3233794 0.5681931 1.8121696 2.146547 1.2809292 0.6210590 0.4447443
#> [2,] 0.5151294 4.7475802 0.6390840 1.149302 1.7915131 0.5499603 0.5363971
#> [3,] 1.6050542 0.6328392 0.7819573 4.959264 0.7964598 9.4105771 0.4512966
#> [,108] [,109] [,110] [,111] [,112] [,113] [,114]
#> [1,] 0.5428710 1.254493 2.732072 1.9646342 1.691397 1.363148 0.9039292
#> [2,] 1.3386358 5.686815 4.752485 0.3685919 0.677408 0.576365 0.8720188
#> [3,] 0.9871507 44.825927 5.673020 0.6423118 1.217690 3.256273 1.2027924
#> [,115] [,116] [,117] [,118] [,119] [,120] [,121]
#> [1,] 1.0736182 0.6636655 0.7765572 0.5040457 1.1621207 1.5451945 0.9238074
#> [2,] 2.7850052 1.8508868 2.3385850 1.7473924 0.9522175 0.9923339 0.6396811
#> [3,] 0.5450286 0.7812907 1.9581805 0.8174416 0.7719721 1.1581350 0.6748535
#> [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 1.3404142 1.1028463 1.1180990 0.5907018 0.7533337 0.7963000 0.7393394
#> [2,] 0.6201353 0.9203322 0.5978091 1.2981585 7.3258261 0.8281188 1.5079918
#> [3,] 0.8467635 0.7417923 0.7941002 0.9337478 0.5615501 0.8345666 0.6362257
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135]
#> [1,] 0.8522329 1.0292771 1.1888417 0.894854 0.7214369 0.7843817 0.4613443
#> [2,] 1.1766195 1.9687408 0.4485035 0.614800 1.0347964 1.1959929 0.9148593
#> [3,] 5.9263476 0.7554125 0.5740183 1.856479 1.1099894 0.7297963 0.4925563
#> [,136] [,137] [,138] [,139] [,140] [,141] [,142]
#> [1,] 1.4488433 0.4532582 1.2545329 1.656505 0.4899833 1.0194380 0.6646503
#> [2,] 0.5134122 1.8208646 0.9736572 1.013525 0.6527903 0.6649895 1.5478588
#> [3,] 0.4362318 0.8564136 2.2727668 1.014856 0.9116138 2.5229015 1.6444531
#> [,143] [,144] [,145] [,146] [,147] [,148] [,149]
#> [1,] 2.0188587 1.1635992 0.4877098 0.6127025 0.7297285 0.8826296 0.8105981
#> [2,] 2.2317920 0.6382384 1.1350004 1.6750819 0.7322675 1.6222588 1.6384929
#> [3,] 0.9596848 0.5546713 1.3619667 0.5911514 0.7381548 2.3722748 3.9053671
#> [,150] [,151] [,152] [,153] [,154] [,155] [,156]
#> [1,] 1.190504 1.7586880 0.9304709 1.092843 0.8051638 1.063046 0.7673983
#> [2,] 1.035567 0.6998095 0.4973307 1.652793 1.1513633 1.917956 3.0417346
#> [3,] 1.060013 1.0171176 0.8142116 2.579871 1.1130728 3.634149 0.6922296
#> [,157] [,158] [,159] [,160] [,161] [,162] [,163]
#> [1,] 1.0013419 1.3879820 0.5127072 2.3992386 0.7174918 1.080255 0.4773801
#> [2,] 0.4861534 0.6770945 3.0389196 0.7190068 0.3737306 2.109287 0.7360701
#> [3,] 3.0907438 1.4049691 1.0540804 1.0455218 1.7416124 1.039861 0.7359278
#> [,164] [,165] [,166] [,167] [,168] [,169] [,170]
#> [1,] 0.7924942 1.2667407 2.040135 0.7404709 1.7733868 0.4549910 0.4369156
#> [2,] 0.9645550 0.9152763 0.748509 0.5421066 1.4301167 0.8091143 0.5616647
#> [3,] 0.8014322 0.9453857 1.432273 0.8463594 0.7394317 1.2652087 0.4825377
#> [,171] [,172] [,173] [,174] [,175] [,176] [,177]
#> [1,] 0.7176979 1.3925964 1.4730648 0.8803343 1.0348609 0.6377960 1.7234986
#> [2,] 2.1690831 1.9986778 1.0390617 1.1161291 0.8350346 1.0503597 0.7287093
#> [3,] 1.2200485 0.8564457 0.7607877 0.5794771 0.7474750 0.5951191 1.0854350
#> [,178] [,179] [,180] [,181] [,182] [,183] [,184]
#> [1,] 1.965596 0.8217357 0.9910809 0.4546066 0.5508898 0.7578347 1.4488003
#> [2,] 3.884804 0.4393047 2.0527006 1.1325940 0.6119174 0.5778234 0.7269871
#> [3,] 1.469180 0.4393032 0.9056874 1.1949124 0.9068279 1.8014810 0.6764076
#> [,185] [,186] [,187] [,188] [,189] [,190] [,191]
#> [1,] 0.9998835 1.648876 1.054822 1.0798839 0.8716803 1.1815848 0.8126562
#> [2,] 1.8540485 1.031326 1.283682 0.9689684 0.7295320 0.8191484 1.4177913
#> [3,] 0.9169470 1.423396 3.170038 1.2064772 1.1392373 2.3326123 3.1159705
#> [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3.251597 1.9258909 0.8570445 1.0266309 1.375454 2.4169003 1.004344
#> [2,] 0.951319 0.9604159 0.8211973 0.9269281 2.818987 0.8417084 1.048314
#> [3,] 1.741249 2.5798333 0.9379492 0.4213989 1.297947 1.1023556 1.991629
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205]
#> [1,] 1.2993762 0.7118833 1.5852509 2.7501212 0.4788971 1.4147127 0.7002933
#> [2,] 1.0156455 1.5726469 1.3613611 0.8866068 1.2210000 0.5946201 1.4024417
#> [3,] 0.6089332 1.0396393 0.8766172 0.6722373 1.2352662 0.5159205 1.8087737
#> [,206] [,207] [,208] [,209] [,210] [,211] [,212]
#> [1,] 0.6633708 0.7405888 0.419338 1.037752 0.5413037 0.8634955 0.7698895
#> [2,] 0.7013032 1.2964698 3.037737 3.265483 0.6360223 1.1813342 0.6414381
#> [3,] 0.9336753 0.8029211 5.350203 1.281297 2.9722563 0.4715749 0.8731108
#> [,213] [,214] [,215] [,216] [,217] [,218] [,219]
#> [1,] 0.8669984 4.738159 1.0790748 1.848142 1.620712 1.7041640 0.8339143
#> [2,] 0.6090753 4.673424 0.9682517 1.369127 0.924268 0.9997406 2.9820038
#> [3,] 0.9498049 18.864519 7.5312084 6.139088 1.075835 0.7018910 1.3859416
#> [,220] [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] 0.6089819 1.198766 2.558418 3.0177333 2.0015224 0.5697098 0.8125246
#> [2,] 2.6348627 1.603449 0.373465 1.5104950 1.7960439 1.1592713 1.0298981
#> [3,] 1.8527413 1.402854 8.143171 0.9088234 0.9817375 0.6306065 0.6299270
#> [,227] [,228] [,229] [,230] [,231] [,232] [,233]
#> [1,] 1.2074562 1.9981266 0.7604958 0.6831034 0.9706774 1.8675246 0.8993864
#> [2,] 0.5011565 0.9492368 0.5363166 3.2870477 0.7151277 0.7937509 0.6538993
#> [3,] 1.1601434 0.7400517 1.1381284 2.2427843 1.9987481 1.2729694 2.0754099
#> [,234] [,235] [,236] [,237] [,238] [,239] [,240]
#> [1,] 0.5074937 1.0689424 0.7052147 0.7609862 1.029440 0.7989062 0.9656225
#> [2,] 0.7186206 1.0017793 0.7507497 0.5411984 1.036863 0.5327551 1.5482176
#> [3,] 1.0346735 0.5062025 0.3995238 1.8390292 2.518990 1.7852050 0.5505500
#> [,241] [,242] [,243] [,244] [,245] [,246] [,247]
#> [1,] 2.540875 0.9118548 0.9800128 0.7304753 0.9480183 1.204622 1.092939
#> [2,] 6.465391 0.8228037 1.4549077 1.9616619 1.4687365 1.812031 1.053551
#> [3,] 1.607123 1.2419268 1.1519668 35.1451910 1.8331096 3.581933 2.127533
#> [,248] [,249] [,250] [,251] [,252] [,253] [,254]
#> [1,] 2.1692284 1.6093520 1.435111 2.8193855 1.7130542 1.8914672 0.3585586
#> [2,] 0.7287028 0.9907719 1.662985 0.5795436 0.9244094 0.5101001 3.3766580
#> [3,] 0.8048475 0.3820717 1.548958 0.4505141 0.5206702 1.2811234 0.6468401
#> [,255] [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] 1.376666 1.165186 3.0326530 1.8872147 1.0670869 1.899023 0.5460521
#> [2,] 0.895799 1.873776 0.9497188 1.0412841 0.4902636 3.067768 1.1081160
#> [3,] 2.311321 2.981797 1.1550291 0.7325288 1.4894859 2.349425 1.0350865
#> [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 1.499457 2.1532491 1.4036081 0.8885302 1.2838849 1.0943308 0.8587233
#> [2,] 1.524053 1.5976725 0.5467925 0.8590388 0.7916045 0.4384331 0.3350696
#> [3,] 2.213134 0.4871772 3.1529198 1.7281694 0.6406282 3.5539926 0.3781595
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] 0.4922181 0.3960799 1.0498875 1.038926 0.4901018 0.7133786 0.6373467
#> [2,] 0.5462833 0.7366073 0.7511957 1.210964 0.5678757 0.6049502 1.2332894
#> [3,] 1.0984170 0.8935196 0.5711641 1.505805 5.4947671 1.1928951 0.7935055
#> [,276] [,277] [,278] [,279] [,280] [,281] [,282]
#> [1,] 1.5501742 0.6981480 0.6755535 1.277522 1.429130 1.703808 2.1282715
#> [2,] 0.8846611 1.0358194 0.7649052 1.026241 1.608677 1.974508 0.8322411
#> [3,] 1.5061296 0.6316861 0.9249685 2.219416 4.859613 2.944719 1.2379528
#> [,283] [,284] [,285] [,286] [,287] [,288] [,289] [,290]
#> [1,] 0.9736527 2.900724 1.470039 1.608159 1.8116207 1.795331 1.769898 1.056362
#> [2,] 0.3382672 3.030774 1.237706 2.505480 0.9926251 1.741330 7.800333 2.044146
#> [3,] 0.2922987 2.506591 3.117445 2.384691 0.9165336 2.380420 1.920428 1.706229
#> [,291] [,292] [,293] [,294] [,295] [,296] [,297]
#> [1,] 0.4638856 1.837861 1.9641056 1.205873 0.8169298 2.606397 2.1895540
#> [2,] 0.7561109 2.548108 2.3158848 1.667471 0.4598500 1.183371 0.3909985
#> [3,] 0.6691123 2.003810 0.9949915 0.962586 1.3118523 4.771837 0.6566093
#> [,298] [,299] [,300] [,301] [,302] [,303] [,304]
#> [1,] 0.9551592 1.2370284 1.6969180 0.6045914 1.7114656 0.9074992 1.2937407
#> [2,] 2.5505962 0.5894756 0.8125707 1.1419247 0.6671356 1.4806604 0.4023299
#> [3,] 1.2403065 0.8111917 5.0917988 1.0350588 2.3429348 3.4084648 0.5348906
#> [,305]
#> [1,] 0.7203859
#> [2,] 4.4146400
#> [3,] 0.5528219
#>
#>
#> $df
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 3.000000 3.003036 3.169540 3.226742 3.816381 4.032648 4.032648 4.309306
#> [2,] 3.283831 3.283831 3.200954 3.135703 3.590255 3.590255 3.865301 3.865301
#> [3,] 3.016814 3.016814 3.016814 3.016814 3.107983 3.099796 3.099796 3.099796
#> [,9] [,10]
#> [1,] 4.309306 4.309306
#> [2,] 3.866169 3.866169
#> [3,] 3.122330 3.148111
#>
## ------------------------------------------------
## Method `specify_posterior_bsvar_t$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