The class PosteriorBSVARSV contains posterior output and the specification including
the last MCMC draw for the bsvar model with Stochastic Volatility heteroskedasticity.
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 BSVARSV 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 PosteriorBSVARSV.
Usage
specify_posterior_bsvar_sv$new(specification_bsvar, posterior_bsvar)Method get_posterior()
Returns a list containing Bayesian estimation.
Examples
data(us_fiscal_lsuw)
specification = specify_bsvar_sv$new(us_fiscal_lsuw)
set.seed(123)
estimate = estimate(specification, 5, thin = 1)
estimate$get_posterior()
Method get_last_draw()
Returns an object of class BSVARSV with the last draw of the current MCMC run as
the starting value to be passed to the continuation of the MCMC estimation using estimate().
Examples
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_sv$new(us_fiscal_lsuw, p = 4)
set.seed(123)
# run the burn-in
burn_in = estimate(specification, 5, thin = 1)
# estimate the model
posterior = estimate(burn_in, 5, thin = 1)
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_sv$new(us_fiscal_lsuw, p = 4)
# estimate the model
set.seed(123)
posterior = estimate(specification, 5, thin = 1)
# check normalisation status beforehand
posterior$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_sv$new(us_fiscal_lsuw, p = 4)
# estimate the model
set.seed(123)
posterior = estimate(specification, 5, thin = 1)
# check normalisation status beforehand
posterior$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_sv$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate = estimate(specification, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR-SV model |
#> Non-centred SV model is estimated |
#> **************************************************|
#> Progress of the MCMC simulation for 5 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
class(estimate)
#> [1] "PosteriorBSVARSV" "R6"
## ------------------------------------------------
## Method `specify_posterior_bsvar_sv$get_posterior`
## ------------------------------------------------
data(us_fiscal_lsuw)
specification = specify_bsvar_sv$new(us_fiscal_lsuw)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate = estimate(specification, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR-SV model |
#> Non-centred SV model is estimated |
#> **************************************************|
#> Progress of the MCMC simulation for 5 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
estimate$get_posterior()
#> $B
#> , , 1
#>
#> [,1] [,2] [,3]
#> [1,] 0.1131247 0.0000000 0.00000
#> [2,] -2.8112130 4.6280516 0.00000
#> [3,] -10.9880258 -0.9997951 15.70594
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 0.1085182 0.00000 0.00000
#> [2,] -14.1768355 23.33022 0.00000
#> [3,] -28.0142166 -10.22764 46.38447
#>
#> , , 3
#>
#> [,1] [,2] [,3]
#> [1,] 0.1076858 0.00000 0.00000
#> [2,] -20.7513370 34.13885 0.00000
#> [3,] -31.5209823 -12.58982 53.09286
#>
#> , , 4
#>
#> [,1] [,2] [,3]
#> [1,] 0.1211114 0.00000 0.00000
#> [2,] -21.8393767 35.93615 0.00000
#> [3,] -32.2763135 -12.94570 54.41491
#>
#> , , 5
#>
#> [,1] [,2] [,3]
#> [1,] 0.112738 0.00000 0.00000
#> [2,] -22.137519 36.42763 0.00000
#> [3,] -32.831374 -16.47265 58.06906
#>
#>
#> $A
#> , , 1
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.89278349 0.01370881 -1.0336635 0.02730091
#> [2,] -0.09031507 1.04691103 -0.6592161 -0.07880385
#> [3,] 0.03431471 0.01566259 0.0864273 0.00856863
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.97293252 0.04331963 -1.1489909 0.2073856
#> [2,] -0.02522722 0.98066678 -0.6861890 -0.3224420
#> [3,] 0.01185418 0.03111312 0.1134764 0.1533124
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.96193993 0.03917749 -1.14156311 0.1191340
#> [2,] -0.01377747 1.00628098 -0.70688569 -0.1138568
#> [3,] 0.03430440 0.03768047 0.07912643 0.1735445
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.97967798 0.04635598 -1.16133414 0.21122809
#> [2,] 0.02552466 1.01658450 -0.75668011 -0.01379571
#> [3,] 0.05104234 0.03573947 0.05959548 0.16527661
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.00405577 0.04651775 -1.18938653 0.23269907
#> [2,] 0.04124814 0.98335141 -0.76860548 -0.28764862
#> [3,] 0.05118505 0.02392810 0.06558068 0.09446647
#>
#>
#> $hyper
#> , , 1
#>
#> [,1] [,2]
#> [1,] 2.141681 1.1853374
#> [2,] 5.967324 1.0719260
#> [3,] 3.354102 0.5249275
#> [4,] 22.651755 17.4748071
#> [5,] 26.013064 15.6841633
#> [6,] 41.449674 10.0039639
#> [7,] 2.962011 0.8364195
#>
#> , , 2
#>
#> [,1] [,2]
#> [1,] 5.835348 1.670571
#> [2,] 11.561829 2.033219
#> [3,] 40.923968 1.285373
#> [4,] 33.143668 23.276599
#> [5,] 46.377934 17.248817
#> [6,] 45.071640 11.681458
#> [7,] 5.414617 2.545578
#>
#> , , 3
#>
#> [,1] [,2]
#> [1,] 14.512818 0.8239591
#> [2,] 124.984364 2.3966211
#> [3,] 314.148694 0.9085798
#> [4,] 71.792858 14.0362213
#> [5,] 91.531139 15.6611184
#> [6,] 72.297279 15.0663377
#> [7,] 7.382923 1.5719726
#>
#> , , 4
#>
#> [,1] [,2]
#> [1,] 9.006326 1.185638
#> [2,] 380.176974 1.519643
#> [3,] 251.610393 1.265430
#> [4,] 102.337887 17.929168
#> [5,] 113.618534 21.951160
#> [6,] 172.666064 14.158004
#> [7,] 10.125695 1.552122
#>
#> , , 5
#>
#> [,1] [,2]
#> [1,] 13.02919 1.155576
#> [2,] 91.09761 1.139339
#> [3,] 242.02106 1.074572
#> [4,] 114.68236 13.636457
#> [5,] 188.47956 15.107961
#> [6,] 139.11442 16.060411
#> [7,] 12.27856 1.744466
#>
#>
#> $h
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1.3930691 -1.2353023 0.8453979 -0.7583514 1.0925642 -1.0792920
#> [2,] 0.5590271 -0.1802497 -0.1330021 1.3149520 0.4217106 -0.4941826
#> [3,] 0.7243331 0.3829194 -1.7251919 -0.2506703 0.4579480 -0.5452482
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] -0.04897586 -1.343489060 1.6095658 -1.0672309 -0.9479230 0.5858667
#> [2,] 1.25889698 0.328016588 -0.6944607 0.3975276 -1.0652349 0.4850257
#> [3,] -0.33651827 0.007002345 -0.4159087 -0.2798854 0.4600884 -0.7957872
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] -1.667886 -0.09102285 -0.2445750 -0.7234338 1.5608955 0.2594916
#> [2,] -0.838683 -1.51037903 1.2384478 -0.3072732 -0.3585009 -0.4054256
#> [3,] 1.709566 -1.63638426 0.2112167 0.9034276 -1.0899312 0.8320515
#> [,19] [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] 1.424737 -1.2651132 -0.8201086 -1.098895 0.7226696 0.08273316 1.1130230
#> [2,] 1.575621 -0.2397366 -1.6396022 -1.321450 -0.1018184 0.27427998 -0.4915027
#> [3,] -1.704337 2.4377882 -3.9657353 2.740909 -1.9677222 2.85061165 -2.5489149
#> [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 0.8858378 0.4032657 -0.6189847 0.2930858 -1.2264578 0.8983152
#> [2,] 0.8029056 -0.5229941 -1.5483201 -0.1662008 1.8765280 -1.8138472
#> [3,] 1.2894843 -1.1690625 1.6833596 -0.5119572 0.1404593 -0.7614070
#> [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] -0.8814905 0.23236156 -0.14947979 -0.6333146 0.51787057 2.10222031
#> [2,] -0.3238767 1.50599692 -0.07567847 0.2213036 0.07381858 0.05316782
#> [3,] 0.8243891 -0.07921733 0.25461377 1.3327255 -1.21083815 1.08643523
#> [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] -0.68210356 0.22429968 2.0008460 0.5488444 -0.2847357 0.7542370
#> [2,] 0.03364369 1.07341209 -1.0787571 -0.7518550 -0.7625992 -0.5062725
#> [3,] -0.58582547 -0.04728986 -0.7798286 -0.1519772 -0.4723389 2.4046397
#> [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] -0.15335068 0.6631310 -1.5081950 -0.3235421 -1.4394551 0.45604983
#> [2,] -0.09685983 0.5354210 0.2100334 1.3931338 0.8480346 -0.05680428
#> [3,] -2.22352795 0.2872833 -0.1958843 0.1728470 -0.4502803 -1.02008374
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.581853 0.2327804 -0.5029062 0.1167715 0.2556441 1.8913497 -0.4856402
#> [2,] -1.473780 -0.9972093 1.2159812 -1.4355678 0.3080951 0.7280882 0.6500365
#> [3,] 1.183812 -1.9645053 0.0429926 0.8738075 -1.3539611 0.5747655 0.8311649
#> [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] -0.2183015 1.635555 -0.7078168 -0.5318996 -0.7308317 0.14809125
#> [2,] 1.8009167 -1.119379 -0.8677470 0.5870442 -0.9289164 0.22171279
#> [3,] 1.2941140 -1.640091 0.4125299 -1.6418004 -0.7514535 -0.05825576
#> [,63] [,64] [,65] [,66] [,67] [,68]
#> [1,] -0.1219946 0.5847944 0.204647 0.3218223 -0.193340436 -1.2353035
#> [2,] 1.0203190 0.6997177 -1.029342 -1.1800428 -0.003973325 -0.5699474
#> [3,] -1.9235456 2.2556551 -1.127158 2.5403313 -1.296325175 0.7311258
#> [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] -0.9390529 0.8904592 -1.3970066 -1.151328 -0.4906693 0.04807859
#> [2,] 0.6488648 1.7635577 0.8288223 2.302927 -0.1871599 -0.14676407
#> [3,] -0.7357673 1.2487433 -0.8399403 1.749582 -0.6330637 -1.23595101
#> [,75] [,76] [,77] [,78] [,79] [,80]
#> [1,] -1.2810026 0.7171959 0.8383853 -0.4581474 0.5822969 -0.5933575
#> [2,] 0.3961504 0.5754089 -0.1443470 0.2952157 0.6397811 -0.5353610
#> [3,] 0.3030446 -0.2137209 1.6979806 -2.0983573 2.1729478 -1.6765816
#> [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] -0.4790777 -1.6144384 1.8384500 1.0532478 -1.557697785 0.5110961
#> [2,] -0.4967880 0.2667633 -1.6708324 -0.1625060 -0.008483053 -0.3657207
#> [3,] 0.8823541 0.2312766 -0.4615336 0.5080993 -1.469661223 1.2862589
#> [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.9203708 1.9798386 0.7968643 -1.8204886 -1.3907713 0.1464547
#> [2,] -0.6279210 -1.8319402 -0.3790414 -0.2054873 -0.4281845 1.0830879
#> [3,] -1.1894007 -0.1253923 -1.4212193 -0.4903534 0.1347873 1.3636992
#> [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.6229924 -0.1951854 0.4625164 2.788794 -0.03179086 -0.7578102
#> [2,] 0.8651013 1.0706179 -0.3836095 -1.137699 -0.32273233 -1.2537260
#> [3,] -0.5761573 0.5999331 -2.1668606 0.523154 0.29384507 0.6309208
#> [,99] [,100] [,101] [,102] [,103] [,104]
#> [1,] -0.8315169 0.5343471 0.1583015 0.1457686 0.4015585 0.138834
#> [2,] -0.4226107 1.2125598 0.9025887 -0.2253574 1.4593164 -1.826816
#> [3,] -1.4209587 1.2587101 -0.9466412 1.1286880 -0.4243064 1.189159
#> [,105] [,106] [,107] [,108] [,109] [,110]
#> [1,] -0.03511598 -0.4936554 -0.2397096 -0.4023053 -0.5717485 0.6760621
#> [2,] 1.90116843 -0.8615414 -0.7866329 0.4412860 1.4436739 -0.8325832
#> [3,] 0.53812249 -1.6712856 -0.6539022 -0.1558648 0.8039077 -0.1400260
#> [,111] [,112] [,113] [,114] [,115] [,116]
#> [1,] 0.2547473 0.483257553 -0.9086059 0.1937591 0.58324632 -0.2357008
#> [2,] -0.2156978 0.589128392 -0.8438856 0.2511163 -1.13064561 -0.6905812
#> [3,] 0.5855296 0.003612717 0.4333741 -0.2814172 -0.03306814 0.9945569
#> [,117] [,118] [,119] [,120] [,121] [,122] [,123]
#> [1,] -0.1604146 0.3512344 2.5816588 0.5206296 1.0708259 -0.4215448 0.5906642
#> [2,] 0.2416919 0.2330758 0.3653932 0.2755784 -0.1641135 1.0501340 -0.2384299
#> [3,] -0.8859813 0.4512124 -1.0380919 0.9405016 -0.4040682 1.2018901 -0.3092807
#> [,124] [,125] [,126] [,127] [,128] [,129]
#> [1,] -1.62873416 -1.511315 0.5390925 -0.2075604 -1.2388045 0.1360744
#> [2,] 0.30689640 -1.522271 -0.4413190 0.6302534 0.9799401 -0.8496168
#> [3,] 0.04235209 1.705601 -1.2203915 0.2181145 1.7775364 -2.1888129
#> [,130] [,131] [,132] [,133] [,134] [,135]
#> [1,] -0.04919776 0.912892743 -0.1555427 -0.5578853 0.8489172 0.02222715
#> [2,] 0.35195307 0.008816858 0.3661891 -0.6495203 -1.0418326 0.81193909
#> [3,] 2.55244273 -2.778661675 0.7424761 -0.7178994 1.2187072 -0.52932449
#> [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] -0.1640731 1.1674539 1.1007768 0.5166847 0.4611430 1.7335965
#> [2,] 0.7196583 -0.4169296 -0.6058244 0.6950209 -0.4510921 0.2426093
#> [3,] 0.3916819 0.1082844 0.5073894 -1.3170598 0.6238665 -1.1831934
#> [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.4416584 0.5036193 -0.4773179 0.8481517 -0.1836844 -0.09221661
#> [2,] 1.3024349 -0.5081031 -0.5455971 1.4692300 0.1690002 -0.24238207
#> [3,] 0.5216927 2.7320087 -2.0793582 1.0217130 -0.1607365 0.82821457
#> [,148] [,149] [,150] [,151] [,152] [,153]
#> [1,] 0.7479937 -1.6583271 0.03096355 -0.002924296 0.1176390 0.7504327
#> [2,] 0.2950738 0.5290617 0.49533619 1.414636309 0.8411211 -0.6405131
#> [3,] -1.6154877 -0.1468633 -1.06616215 -0.364862877 0.2340829 -0.6904837
#> [,154] [,155] [,156] [,157] [,158] [,159]
#> [1,] -0.2700354 0.2524507 0.456090 1.2757054 1.07561059 -0.9706835
#> [2,] 1.8144402 -0.1210585 -2.149277 -0.5735449 0.06653975 0.7067784
#> [3,] 0.8520517 -0.7740967 -0.200659 1.8473582 -0.17053157 -0.4668377
#> [,160] [,161] [,162] [,163] [,164] [,165]
#> [1,] 0.3788441 -1.5192936 -0.7023726 -0.6469542 -1.2300044 2.59091776
#> [2,] 0.8705779 0.7777489 -1.1605439 -0.2030040 -0.2026453 -0.02229591
#> [3,] -1.1130112 2.4199328 -0.7291923 2.1307230 -0.9812171 0.36454126
#> [,166] [,167] [,168] [,169] [,170] [,171]
#> [1,] -0.3182670 -0.6214953 -0.4618704 0.9872767 0.7956838 -0.09258236
#> [2,] 0.4505076 -0.7478972 1.4041150 -0.5603398 -0.5430017 1.47960403
#> [3,] 0.3199624 -0.5321980 1.0751990 -1.1236817 0.3718179 -0.32649235
#> [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] -0.05305407 0.4377047 0.3877014 0.9958674 1.132111 -1.763332 -1.2256017
#> [2,] -0.21596851 -0.5769202 -0.5337295 0.8175565 -1.363035 -1.256875 -0.9867818
#> [3,] 0.31393974 -0.2682615 -1.4431976 1.5190587 -3.554472 3.548551 -3.1880223
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185]
#> [1,] 0.1384947 0.2878695 2.3808225 -0.1491701 -0.1430484 0.2539644 -0.2067385
#> [2,] 1.0757844 -0.7350711 0.5956623 -1.8836962 0.2780048 -0.2773570 -0.2561406
#> [3,] 3.2459284 -2.0696349 2.1359042 -2.3160194 3.2624427 -3.8567010 0.2375115
#> [,186] [,187] [,188] [,189] [,190] [,191]
#> [1,] 0.6080063 0.19543154 -0.4461519 0.5907662 0.1057396 1.107098
#> [2,] 1.1510304 -0.06708825 0.3232890 0.7786782 -1.1130335 -1.838906
#> [3,] -1.6844862 1.21367971 -2.2827102 1.9587662 -3.3359093 1.709840
#> [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] -0.29232868 -1.3178773 0.1552063 0.9846825 0.28921579 -1.7505020
#> [2,] 0.89017856 -2.6317462 -0.4541046 0.7820765 -1.07469447 -0.2054875
#> [3,] 0.04750551 -0.6085144 0.2166014 -1.0504611 -0.07106892 0.1435540
#> [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] -3.1300556 2.075670 -0.7745508 0.1479781 0.549190414 0.7530119
#> [2,] -1.7320386 1.534437 0.5626188 -0.4193576 0.001641865 0.9266486
#> [3,] 0.4167965 -2.245976 2.9571306 -3.6576623 1.952921276 -0.6222916
#> [,204] [,205] [,206] [,207] [,208] [,209]
#> [1,] 0.89037902 0.6837975 0.07123779 0.7105648 -0.9897116 -1.825712
#> [2,] 0.05196912 -0.3880310 -1.81365541 -0.6983290 -0.9009068 1.028845
#> [3,] 0.49586891 -1.7198953 -0.32736410 0.8731205 0.3077556 -1.253751
#> [,210] [,211] [,212] [,213] [,214] [,215]
#> [1,] -0.6038171 -0.34807690 1.3751608 0.1127251 -1.0280806 0.3434892
#> [2,] -0.4172436 -0.01643604 0.0399297 0.7509291 -0.8957349 -1.1787870
#> [3,] 0.4867803 -0.53833224 2.3159416 -0.3804806 1.8356850 -0.3400878
#> [,216] [,217] [,218] [,219] [,220] [,221]
#> [1,] -1.0893225 0.6202415 -0.66249901 -0.4061026 -1.1832451 1.596765
#> [2,] -0.3286098 -1.1528782 0.19922826 -0.2986883 0.1055423 1.330798
#> [3,] 0.1399609 -0.1374369 0.07359555 -0.2918958 1.4745686 -1.778926
#> [,222] [,223] [,224] [,225] [,226] [,227]
#> [1,] 1.65963900 0.2509287 0.03117952 0.6622183 1.6842401 0.1471271
#> [2,] -0.06794758 0.9236753 -0.20828928 0.3167717 -1.0382659 -2.1615336
#> [3,] -0.16272502 1.1671665 0.53165867 -1.6043267 0.9371228 -1.4691846
#> [,228] [,229] [,230] [,231] [,232] [,233] [,234]
#> [1,] -1.3360059 0.5942549 0.9426278 -0.5060596 1.6341547 -0.4550767 0.9106624
#> [2,] 1.8498420 1.1949196 0.2771828 0.9756061 0.9692311 -0.7550519 0.3833467
#> [3,] 0.6613613 0.2050193 0.1196949 1.3809423 -1.7823932 2.8981101 -3.3076822
#> [,235] [,236] [,237] [,238] [,239] [,240]
#> [1,] -1.098920 -0.5251673 -0.07410948 -1.4054742 0.2791515 -0.08679219
#> [2,] 1.922723 1.2837224 0.17545612 0.2309564 -1.2854283 0.07383796
#> [3,] 3.368137 -1.8696905 -0.25047289 -0.4595456 0.4303312 -2.25154926
#> [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] -0.4932079 -1.5710396 -1.00881313 -0.7454017 -1.9831274 0.98227508
#> [2,] -1.0704633 2.1038581 -0.06701712 0.3079852 0.1021289 -0.07225161
#> [3,] 1.7368134 -0.5174536 0.83294698 -0.4761691 -0.1467106 0.79416325
#> [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] -0.3666435 -0.07299937 -1.260682 0.84311116 1.15639095 -0.3339350
#> [2,] -1.0788475 -1.19972426 1.036002 -0.02616293 0.06873158 -0.6619344
#> [3,] 0.5966557 0.28853591 -1.043377 0.55233404 -1.09625969 2.0867474
#> [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] -0.7870642 1.2133903 -0.8306426 0.2043709 -0.7195270 -1.5023400
#> [2,] -1.0587083 0.0607997 1.3285132 -0.7965633 -1.5391156 -0.6908232
#> [3,] -0.9667017 -1.1557409 1.6316525 0.1384970 -0.4842753 1.3760651
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265]
#> [1,] 1.550194 1.6624124 0.6309570 1.0452312 1.5187876 0.5796610 -0.9277499
#> [2,] -1.292099 0.3345841 -0.7790514 -0.2997180 0.9307582 0.7640031 -1.3949771
#> [3,] -1.257833 0.5805245 -1.1024896 -0.6970925 -0.1085848 -0.8160050 0.6705650
#> [,266] [,267] [,268] [,269] [,270] [,271]
#> [1,] -0.3036694 0.7282509 1.7638540 -0.1325762 -0.9874785 -1.1511841
#> [2,] 1.1215128 1.0809063 -0.2326684 1.1126165 -0.9766553 0.1542316
#> [3,] -0.6895817 -0.0712437 -1.0552888 1.5029534 -1.9564170 0.4133746
#> [,272] [,273] [,274] [,275] [,276] [,277]
#> [1,] 0.3452805 -0.1355791 -0.1765267 1.4978566 -0.4911949 1.076409
#> [2,] -1.7603369 0.4522910 0.4718956 2.3228010 -0.7563176 -0.219891
#> [3,] 0.4026310 -1.4994652 0.4757456 -0.2780896 -1.6872279 2.327980
#> [,278] [,279] [,280] [,281] [,282] [,283]
#> [1,] 0.7905423 0.4580361 -2.2881685 0.2054247 -1.108139 -0.6035278
#> [2,] 0.7986100 -2.4846159 0.1227396 0.6349315 1.162038 -0.4117096
#> [3,] -1.2422598 0.9550291 0.3626255 -2.0869027 1.666378 -2.4347909
#> [,284] [,285] [,286] [,287] [,288] [,289] [,290]
#> [1,] 0.6013208 1.2431435 -2.217824 -0.5351277 0.7880066 -0.6603991 0.98198585
#> [2,] -1.0855015 0.2357126 1.286526 0.4552214 0.2581067 0.2785484 -0.60675650
#> [3,] 0.6915004 0.8905702 -1.531790 1.4741932 1.3454852 -1.5164358 0.01835924
#> [,291] [,292] [,293] [,294] [,295] [,296]
#> [1,] -0.1140892 -1.5145983 -0.7061706 0.4370721 0.7741258 -0.3051161
#> [2,] -0.3890920 0.7969716 0.1752782 0.3039158 -1.6227555 -1.3035437
#> [3,] 1.0931640 -0.4963803 -0.3377390 -1.0692192 0.1685756 -1.7060180
#> [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] -0.36464340 0.05705386 -1.132300 -0.5992884 2.4360501 -1.7103413
#> [2,] 0.07709539 1.45289032 1.720592 -1.0047000 -1.3202460 1.4917715
#> [3,] -0.34026521 -0.79710421 2.222851 -1.5458492 -0.4110704 -0.3649713
#> [,303] [,304] [,305]
#> [1,] 0.3078467 1.26312811 0.31305303
#> [2,] -0.8027870 1.23802152 0.01193848
#> [3,] 2.0558786 -0.04810262 0.37385500
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -0.4326645 0.02371047 -1.0808547 0.8538210 -0.61548610 1.1048770
#> [2,] 0.7158591 0.64750985 -1.2767447 -0.2211756 0.06180554 -0.9478667
#> [3,] 0.5296316 -0.54089227 0.5648433 0.3920901 -0.23209956 -0.4008576
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0.01320989 0.5671099 -0.1360723 -0.0001523325 -0.3840307 0.3291404
#> [2,] 0.16963259 0.4327598 -0.7892321 1.3275037824 0.7601957 1.1289506
#> [3,] -1.31491740 -0.5926264 1.1995029 -0.8295628851 -0.3501187 -0.3605172
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] 0.5254390 -0.9905811 0.05850495 1.02430432 -0.02249349 -0.9022487
#> [2,] 0.7152034 0.8864005 0.27569304 -1.35267399 -1.63325427 -0.2254807
#> [3,] 1.7662564 -2.5412761 1.04283660 0.09742226 -1.40374781 1.1086265
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] -2.099948 0.7218092 1.2786566 -0.22486091 -1.263587888 1.140587
#> [2,] 1.636628 0.4963223 0.2952347 0.07383302 -0.001758431 1.025475
#> [3,] -1.408383 3.0033881 -1.3356693 3.05702197 -2.769447963 2.405229
#> [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] -0.2162567 -0.4295400 -0.14836068 -1.31488082 1.5217773 1.327050
#> [2,] 1.5536975 -0.2031268 -0.03763313 -0.04135215 -0.3877732 1.075762
#> [3,] -2.9880404 1.7747721 -1.29595292 1.17450747 -0.5988816 1.240011
#> [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] -0.5766125 0.02569291 0.1506508 -0.2966985 0.01382978 -0.69978394
#> [2,] -0.5016704 0.30762198 -1.0005039 -0.2488787 1.07088503 -0.06335173
#> [3,] -0.6672174 1.92598622 -1.3804705 1.1423493 -0.51771261 -0.33483745
#> [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.2344663 -1.4180271 0.9870787 0.05637699 -0.740795 -0.4002796
#> [2,] -2.9171469 0.3703579 2.5618579 -0.55417678 -1.904250 -0.5275074
#> [3,] 0.4304343 -1.4272860 3.4186409 -3.03358239 2.146037 -1.4717409
#> [,43] [,44] [,45] [,46] [,47] [,48]
#> [1,] -0.9000304 -0.06812738 -1.369479 -0.7189781 0.6937067 1.149208
#> [2,] -0.4175111 0.81826951 -1.685743 1.2078109 -0.3647052 1.850235
#> [3,] 2.7086791 -2.23887476 3.008919 -3.5121473 3.8403919 -4.184702
#> [,49] [,50] [,51] [,52] [,53] [,54]
#> [1,] -0.3225547 -0.9132390 -0.3321381 0.6703538 0.5555771 0.72075909
#> [2,] -0.2195335 -1.0344760 0.3486763 0.2667871 -0.4870104 -0.01315788
#> [3,] 3.4686301 -0.5481264 -1.0563123 0.6079125 1.0610014 -1.38149218
#> [,55] [,56] [,57] [,58] [,59] [,60]
#> [1,] -2.259516 0.8380947 0.4620127 -1.2205156 -0.09048356 -0.2063321
#> [2,] -0.806188 -0.4241100 0.3916541 -0.9787712 0.39149611 0.9667770
#> [3,] 2.108456 -1.7670755 3.1188749 -2.3461908 0.94683983 -1.2691324
#> [,61] [,62] [,63] [,64] [,65] [,66]
#> [1,] -0.29890716 0.2487050 0.3501707 1.975983 -1.1670114 0.03407541
#> [2,] -0.08772466 0.1372484 0.8159247 1.421074 -2.1605308 -0.89413210
#> [3,] 1.28389224 -0.4787960 -1.4487781 1.678738 -0.1106473 -0.14474980
#> [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 0.7608032 1.42477595 1.9574129 -2.07191686 -0.2734212 -1.7874520
#> [2,] -0.4076614 -0.03840912 -0.2174343 1.00335482 0.1482349 1.0120544
#> [3,] 0.7204760 0.65368660 -0.7851495 -0.09156447 -0.5559075 0.2536403
#> [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 0.06944242 -2.6423040 -0.3979962 1.1654067 -0.3712565 -0.4643479
#> [2,] 1.70156982 -0.2022415 1.3683805 -0.2386803 -1.0843924 1.5158138
#> [3,] -0.23041719 1.4580768 -1.4694570 1.9625712 -0.5724187 1.1400234
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] -0.2521131 -0.5224798 0.7395524 0.8965471 0.98781647 0.7050572 0.489849
#> [2,] -0.3669445 1.8546889 -0.9715482 1.3492416 0.09793486 0.6115732 -1.379035
#> [3,] 0.7968172 0.5736070 -1.0349133 1.0322255 -0.41558687 0.1406273 1.829464
#> [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.9384264 0.08357084 0.6877250 -0.009579505 -0.1813501 -0.03581189
#> [2,] -0.1843438 -0.72959599 -1.1527856 -0.192023952 0.3063922 -1.05018339
#> [3,] -0.4019622 -0.42456790 0.6153111 0.112807497 0.1392448 -0.20059932
#> [,92] [,93] [,94] [,95] [,96] [,97]
#> [1,] -1.7198100 0.2832934 -0.1880982 0.89836595 -0.8334894 -0.34723664
#> [2,] 0.6073635 -0.4103149 -0.4711263 -0.05426221 -0.8017749 1.18368549
#> [3,] 0.7123174 0.4965283 -1.3999384 1.86831840 -0.3087645 -0.09810433
#> [,98] [,99] [,100] [,101] [,102] [,103]
#> [1,] 0.01682326 1.0065461 -0.79371027 0.1826931 0.2326863 -0.3669392
#> [2,] 0.35385031 0.3610399 0.03977977 -1.3004344 -0.6597747 -0.3618287
#> [3,] -0.27846849 -0.7486875 3.07953987 -3.0383291 2.6161314 -1.6932493
#> [,104] [,105] [,106] [,107] [,108] [,109]
#> [1,] -1.0997769 0.24758348 -1.3449547 -0.5127929 -1.0549664 0.2663126
#> [2,] 0.1440928 0.09403359 -0.1286525 0.8295456 -0.3898898 2.1855791
#> [3,] -0.5033772 2.42265403 -2.9522238 3.5006264 -2.4013212 2.1862074
#> [,110] [,111] [,112] [,113] [,114] [,115]
#> [1,] 1.3448560 2.3967187 -0.2135921 0.4650134 -1.3436295 -0.7431612
#> [2,] -0.5930700 0.1886502 0.8948464 -1.0587824 -1.8396899 0.6170048
#> [3,] -0.3238726 1.2046139 -1.5577229 0.9585677 -0.6586172 1.0657606
#> [,116] [,117] [,118] [,119] [,120] [,121]
#> [1,] 0.2703605 -0.03686509 -0.4684895 -0.34793549 -0.10857426 0.299316624
#> [2,] -0.8843059 -0.11189232 0.1283063 0.91609408 -0.03442231 0.006587949
#> [3,] -0.3781223 0.45375869 0.1598513 0.05529959 -1.74740790 0.996655337
#> [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] -0.2513739 -1.3124474 1.223540 1.5718892 -0.6951314 0.44911191
#> [2,] 0.5401373 -0.8333171 1.010831 0.6702161 -0.9902317 -0.03635385
#> [3,] -1.8876492 1.4246176 -1.006491 0.9653507 -0.6636681 1.45698787
#> [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] -0.6286171 0.702012088 0.9745562 0.5873228 -0.1824260 0.4599806
#> [2,] 0.3207994 -1.205000657 0.3483000 0.4320294 -0.6334693 -0.8176552
#> [3,] -0.3675388 -0.009685217 -0.5952281 0.2460094 -0.9086709 1.1303489
#> [,134] [,135] [,136] [,137] [,138] [,139]
#> [1,] -1.4717270 0.4252081 0.73384413 0.003586971 -0.09412873 -0.2092487
#> [2,] -2.0738431 1.1402004 0.09549528 -0.982791615 -0.14417375 -0.9675556
#> [3,] -0.9556423 -0.1279001 -0.45351264 2.008526239 -0.61979372 0.2273435
#> [,140] [,141] [,142] [,143] [,144] [,145]
#> [1,] -0.5557459 0.1393126 -0.03263574 -0.1155258 -0.9875485 1.8530415
#> [2,] 1.4191368 -0.7409685 1.01899212 0.9954881 -0.1899994 1.5987229
#> [3,] -1.2954061 1.3188596 -0.66790978 -0.3271214 0.7071784 -0.3999271
#> [,146] [,147] [,148] [,149] [,150] [,151]
#> [1,] 0.38941864 0.3724117 -1.6319871 0.6311065 -0.1655264 -1.8214126
#> [2,] 0.05415232 -0.5397300 0.5686842 0.7178593 0.5949027 -1.6364400
#> [3,] 0.85874415 0.8637937 -1.0133835 2.2460075 -2.7872258 0.9559672
#> [,152] [,153] [,154] [,155] [,156] [,157]
#> [1,] -0.7486334 -0.1036945 1.4990752 0.1494165 -0.11236525 -0.53477888
#> [2,] -0.8501863 -0.5198043 0.3233641 0.2356948 0.32961455 -1.01905832
#> [3,] -1.2284467 0.3861001 1.8800432 -1.0888306 -0.05509608 -0.05054526
#> [,158] [,159] [,160] [,161] [,162] [,163]
#> [1,] 0.8496295 1.4392404 -0.716206488 1.744903 0.8933145 -0.4124659
#> [2,] 0.1993858 -0.4387734 2.238964978 -2.231091 -1.3947607 0.5714281
#> [3,] -1.2390904 0.1693218 -0.003095368 1.819837 -1.7120095 2.2022233
#> [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 0.4903831 -1.06009095 -0.4915041 1.2022118 0.5537761 -1.0870090
#> [2,] -0.8237412 0.04443748 -1.2541166 -0.5194929 1.2232526 0.5361197
#> [3,] -0.9940178 -0.72664355 1.0773900 -0.9444624 3.2014457 -2.2237883
#> [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.9019166 -0.1708608 -0.70022046 -0.4149983 -0.3299631 0.3756811
#> [2,] -0.2061627 0.3520128 0.69512359 0.9479989 -1.3048564 1.8713200
#> [3,] 1.3083144 -0.1737217 -0.03156204 0.4411843 -0.4655983 0.3437542
#> [,176] [,177] [,178] [,179] [,180] [,181]
#> [1,] -0.01160532 0.02733112 -0.8977314 0.7694296 -1.0879880 -0.9279127
#> [2,] 0.04749821 -0.79566256 -2.4287914 0.8264392 0.6879955 0.7686851
#> [3,] -1.33178735 0.47377376 0.4108690 0.2759788 -1.7211434 0.8478254
#> [,182] [,183] [,184] [,185] [,186] [,187]
#> [1,] 0.3446535 1.1202763 -2.5488718 -1.3444953 -0.3093705 2.383622
#> [2,] -0.5105680 -0.5426087 0.6455238 -0.3971715 0.7100253 -1.247908
#> [3,] -1.1564058 3.0122294 -3.8705920 2.5817585 -3.2066262 2.876806
#> [,188] [,189] [,190] [,191] [,192] [,193]
#> [1,] 0.6799330 -0.9090077 0.4828335 -0.4587931 1.5564542 -0.8158167
#> [2,] -0.4871447 0.9842874 -0.3301498 -2.0481357 -0.3862736 -2.0763816
#> [3,] -2.5744473 3.4876538 -3.2606747 2.0542510 -0.5484052 -1.0269782
#> [,194] [,195] [,196] [,197] [,198] [,199]
#> [1,] -0.47803248 0.4460167 -0.8722998 -0.2263703 -0.08429217 -0.3551431
#> [2,] 0.05593502 1.2035457 -0.7306293 1.2370730 -0.41497578 1.6466947
#> [3,] 0.26971861 1.5608427 -1.5697482 1.7715162 -1.29682471 -0.4969340
#> [,200] [,201] [,202] [,203] [,204] [,205]
#> [1,] -1.266747 -0.3867531 0.9400733 0.7444375 -1.1922521 0.4588959
#> [2,] 1.833231 0.5773932 1.5943339 -0.6122548 0.3458998 -0.9635844
#> [3,] 1.711952 -1.1364418 1.3293032 -0.9310413 1.5703927 -1.1848943
#> [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] -0.09658223 -1.0442812 0.9739622 0.2054686 -1.482052 0.1478769
#> [2,] -0.82365301 -0.8971186 -1.9276453 -1.1045774 -2.068024 -1.7096866
#> [3,] 0.62389683 -2.2200002 4.1208685 -2.8489597 2.865856 -0.9695957
#> [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] -2.26716846 -0.07691183 -0.50034026 1.20027891 0.9489958 -1.099086
#> [2,] 0.07047777 0.86030797 0.08745391 -0.02446909 -0.7556071 -1.148332
#> [3,] -0.58490230 -0.28715752 1.56691446 0.39141511 0.8348614 -1.638721
#> [,218] [,219] [,220] [,221] [,222] [,223]
#> [1,] -0.4160730 -0.5613510 1.641184 -1.5988554 0.6293218 0.9486504
#> [2,] -0.3745165 -0.2587448 1.807175 0.8720133 0.2787718 0.2391495
#> [3,] 0.7487948 -1.8470437 1.574981 -1.0670376 1.4218634 -1.0269478
#> [,224] [,225] [,226] [,227] [,228] [,229]
#> [1,] -0.1887123142 0.6932272 0.2995388 0.1722331 -0.4984184 -0.029936824
#> [2,] 0.0001277973 -0.1166661 0.3182273 -0.3874227 1.5159398 -0.004241564
#> [3,] 2.5008052224 -0.6968105 2.5868495 -1.8876553 1.1557322 -1.172502834
#> [,230] [,231] [,232] [,233] [,234] [,235]
#> [1,] -0.5543530 -0.09823762 -1.16368273 1.8347087 1.3723642 1.3420380
#> [2,] -0.8774966 0.63974859 -0.06066757 0.2267263 1.8200136 2.7273141
#> [3,] -0.4970348 1.95511982 -0.36590388 0.5932216 0.5437557 -0.4228354
#> [,236] [,237] [,238] [,239] [,240] [,241]
#> [1,] -0.5295025 1.0170171 0.1912397 -0.1269332 0.3890622 1.306409
#> [2,] 0.4750408 -0.1576227 0.3415310 -0.2184377 -0.9223147 -2.441170
#> [3,] 0.9734446 -0.2378143 -0.7751935 2.1220134 -1.2538214 1.180176
#> [,242] [,243] [,244] [,245] [,246] [,247]
#> [1,] -0.5684457 -0.7473619 1.2853635 0.8738600 1.34675541 1.023221
#> [2,] 0.4801272 -0.1360633 0.7147026 -0.4902382 0.04463643 -1.641355
#> [3,] -1.0675633 1.2108909 -1.4237431 1.0389922 -1.63946358 1.201185
#> [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] -0.7453308 0.4379654 1.2745208 -0.9611385 0.58188286 0.6641763
#> [2,] -1.8536480 -1.5777780 0.4471587 -0.3707007 0.05389009 -0.5387276
#> [3,] -1.6412763 2.5806784 -2.5965553 2.8458822 -2.97023960 1.1722364
#> [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.1515024 -0.126080554 0.3161531 0.1395297 -1.4700366 -1.0533618
#> [2,] 0.6960518 0.006604577 1.5485731 0.3200473 0.7305710 -0.4695261
#> [3,] -1.3705975 1.027026354 -2.1729669 1.2236724 -0.2646049 1.0592153
#> [,260] [,261] [,262] [,263] [,264] [,265]
#> [1,] -0.7684623 0.1124874 -1.3163318 0.02371798 -0.6864317 1.05968706
#> [2,] 0.6042822 0.7911721 -0.5555712 0.03765214 0.5234037 -0.05090783
#> [3,] 0.3726601 -0.6357672 0.5776119 0.22609254 -0.7887064 0.74583897
#> [,266] [,267] [,268] [,269] [,270] [,271]
#> [1,] -1.17295793 -0.9491050 -3.1579138 0.5000797 -2.7958282 1.2880735
#> [2,] 0.02974862 -0.9070392 -0.6845022 1.1355344 0.4609659 -0.3531675
#> [3,] -1.50617459 -1.1143244 0.5509807 -0.8603649 0.5360510 -2.3575742
#> [,272] [,273] [,274] [,275] [,276] [,277]
#> [1,] -1.44395948 1.5614347 -0.8698682 -1.8960886 -0.2734801 1.1349970
#> [2,] -2.11197391 0.6320068 -0.1982631 2.7545234 0.9167835 0.6081509
#> [3,] -0.01579636 -1.4526274 1.4974854 -0.8215867 0.4588544 -1.4873682
#> [,278] [,279] [,280] [,281] [,282] [,283]
#> [1,] -0.6726052 -1.0974059 1.0081085 -0.02963742 -0.6813188 2.0863647
#> [2,] 0.1761586 -0.5056431 -0.8302117 0.06515492 0.8732258 0.5208951
#> [3,] 1.2500321 -2.0631371 1.8979813 -1.70747210 3.0148654 -1.3443437
#> [,284] [,285] [,286] [,287] [,288] [,289]
#> [1,] 0.203029 -0.9412830 0.8517257 1.8248437 1.13806990 -0.2329632
#> [2,] 0.260032 -0.4685175 -0.3903062 0.4475724 -0.01649437 0.4744951
#> [3,] 1.009303 -0.7621211 0.6624316 -0.7271414 0.91481762 -0.8695588
#> [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] -1.8657415 -0.4656821 -0.7878693 -1.5997805 -0.46851314 0.7789203
#> [2,] -1.0720341 -1.5259330 0.4320348 0.8535103 -1.46323811 -0.3616166
#> [3,] -0.8676812 2.9536905 -3.1432744 2.9089531 0.03840091 -0.4697614
#> [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.3040610 0.2830439 0.7016133 0.7864863 0.9852637 -0.5725860
#> [2,] -0.3798813 -0.7871496 -1.2395877 1.7666253 -1.0541359 0.9985271
#> [3,] -0.2607903 0.6264324 0.2621723 -0.4644304 -1.0005254 2.4435860
#> [,302] [,303] [,304] [,305]
#> [1,] 1.3535508 0.08534114 1.6150052 0.8794748
#> [2,] -0.6500266 -0.65749516 -0.2259640 -1.1327623
#> [3,] -1.2053587 1.00719803 0.4012147 1.4438682
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1.24174314 -0.4551738 -1.5778064 0.7343148 -0.8670801 0.1143641
#> [2,] 0.01876981 -0.1240008 -0.3179484 -0.6051619 0.5357420 0.2347432
#> [3,] 1.34691761 -1.2771992 -0.8275430 -0.6998100 0.8614545 -0.1466258
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0.6669166 -1.32171217 0.1169526 -0.3830688 -2.0101729 0.6652059
#> [2,] -0.1466023 1.53308400 0.7269553 1.1557496 0.8723789 2.2739022
#> [3,] -0.9894064 0.03567585 0.4358812 -2.0219390 0.1231411 -0.2077204
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] -0.1452073 -1.0848702 -2.555583 -0.1790619 1.319214564 0.56016162
#> [2,] 1.5020385 0.6506228 1.032509 -0.6327839 -1.016222438 0.08248853
#> [3,] 2.2100783 -1.9913566 1.192099 0.4498021 -0.003040937 -0.22822286
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] -1.1476153 1.0617006 -0.6342867 -0.8874419 -0.03836879 1.078605
#> [2,] -0.5760017 1.9133444 0.9267191 -0.8746841 0.99214249 1.038596
#> [3,] -0.1870392 -0.6553541 0.8513637 0.2080757 0.20525338 1.376644
#> [,25] [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 1.0307090 0.2996058 -0.431242 -0.2709999 0.6672517 1.512420 -0.7646396
#> [2,] -0.4640610 -0.1239108 1.054511 -0.1286926 -0.8839997 -1.195992 -0.1386017
#> [3,] -0.7796007 -0.1804623 1.441025 -1.0005216 -0.8414476 1.270261 -2.0023245
#> [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 0.5708055 0.0007322423 1.0611191 -1.100367 0.4200947 -1.1690069
#> [2,] -0.3267316 -1.6331768582 -0.4129359 1.297366 -0.9695063 -0.7316506
#> [3,] 4.2825039 -3.2777951810 2.5284848 -1.128953 1.9812829 -1.6733832
#> [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] -1.1755369 2.1579805 1.308730 -0.5252667 -0.08802989 -1.308983
#> [2,] 0.3573354 -0.4499859 -1.004694 0.1898683 0.58825741 -1.218044
#> [3,] 0.0258872 2.6089463 -3.094673 2.1090722 -1.56174392 0.618223
#> [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] -0.5330089 -0.9339958 -2.6258584 -1.02695094 -1.0114790 1.2610088
#> [2,] 1.9078260 -0.7310724 -1.5855789 -0.41154290 2.2333547 -1.0111561
#> [3,] 0.7930278 0.2279848 0.1272366 0.05964082 0.9688734 0.3606628
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] -2.425366 -1.0392721 -0.5322985 -0.2866493 0.9701170 -2.5076716 -1.017809
#> [2,] 1.271141 -0.4982079 0.8123221 1.5723671 0.2881377 1.5301255 -0.301014
#> [3,] -1.546145 0.8306346 -0.5910402 1.2143300 -0.8281333 0.6772953 -3.140432
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] -0.3747458 1.423161 0.0497887 1.4780708 0.4306999 -0.7884246 -0.52847026
#> [2,] 0.8016677 2.087119 0.5771822 0.9220558 0.8847214 0.2276757 0.94030982
#> [3,] 2.5462315 -3.078705 1.7813313 -1.4008659 1.5593213 -0.8705892 -0.09065741
#> [,64] [,65] [,66] [,67] [,68] [,69]
#> [1,] 1.1040920 1.948034 -0.53452382 -0.6972168 -0.1372668 -2.0217336
#> [2,] 0.2693847 -1.521198 0.04912622 -0.2179985 -0.2715445 0.1359055
#> [3,] 2.4643478 -0.565894 -1.36983881 2.1617434 -0.8905928 1.7566122
#> [,70] [,71] [,72] [,73] [,74] [,75]
#> [1,] 1.4796334 0.18133252 -1.1722903 -0.1383013 -0.3869321 -1.1767235
#> [2,] 1.6299201 -0.09929084 1.6344821 -0.3111733 -0.6390000 0.4613678
#> [3,] -0.2734422 0.76304871 -0.3535581 0.5307708 -1.3544883 -0.0853208
#> [,76] [,77] [,78] [,79] [,80] [,81]
#> [1,] -0.2551685 -0.3236570 0.9673373 -0.6776716 -0.02516751 0.6468056
#> [2,] -0.4971667 -0.1170780 0.3253989 -1.9908061 -1.22279491 -0.7697666
#> [3,] 0.5612635 -0.5928297 -0.2055168 0.1767726 0.36590964 -1.2922097
#> [,82] [,83] [,84] [,85] [,86] [,87] [,88]
#> [1,] 0.1109514 0.5701362 -0.9551297 0.5793378 0.7672058 1.805736 -0.2949852
#> [2,] 0.3463144 0.4125656 1.3317880 -0.2981071 -0.5066267 -1.581077 1.1649267
#> [3,] 1.7905952 -2.1061608 2.5099880 -2.5280012 2.3130922 -1.251897 1.4583241
#> [,89] [,90] [,91] [,92] [,93] [,94]
#> [1,] 1.42056310 1.6500296 0.7247956 2.539164 0.27567545 0.4537172
#> [2,] -0.76660847 -0.4019058 -0.1714817 -1.232581 -0.09742582 1.0018003
#> [3,] -0.07616591 -0.5567268 0.4808612 -0.418607 2.29088029 -1.4428689
#> [,95] [,96] [,97] [,98] [,99] [,100]
#> [1,] -0.2191045 0.003243112 0.6643042 0.5984864 0.03075883 -0.9141517
#> [2,] 0.1870546 -1.945590536 0.9746660 1.3241126 -0.91273876 -0.9468564
#> [3,] 1.3977394 -1.264167322 -2.1161138 1.7699852 -1.09615386 1.0035135
#> [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] -1.2127364 -1.4530082 -0.095420410 -1.8270929 -1.4306593 1.27516639
#> [2,] -1.3807041 0.0648644 -0.742991692 -1.5490449 0.8955188 -0.03062477
#> [3,] -0.7555212 -1.0947327 -0.001141315 0.0762224 0.9870718 -3.22826641
#> [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.5762165 -0.4498315 1.113002 0.09881563 -0.9735692 -1.3589489
#> [2,] -1.3855999 -1.0788907 1.745981 0.10143805 1.1442738 0.5586262
#> [3,] 3.7053986 -2.6677232 2.505459 -1.07759605 0.7925594 -0.3500513
#> [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] -1.4876808 -1.3778686 0.09460439 -1.1117760 1.8272424 0.01476036
#> [2,] -0.1499838 -0.4747583 -0.82360769 -0.4438924 1.9710123 -0.33192502
#> [3,] 0.8267506 0.1413311 -0.63881838 -1.3345507 -0.3890704 2.11374015
#> [,119] [,120] [,121] [,122] [,123] [,124]
#> [1,] -0.07817806 0.01176146 -0.3215007 -3.451197 1.0352215 0.76638043
#> [2,] -1.01677376 0.49093205 -0.7502218 1.112482 -0.1726921 0.03660664
#> [3,] -2.00538112 1.03774395 -0.5777933 1.473416 -0.6603548 1.10459264
#> [,125] [,126] [,127] [,128] [,129] [,130]
#> [1,] -0.08378443 0.5061107 -0.2887298 -0.2529782 0.3140520 -0.7758282
#> [2,] 0.53109435 1.5825233 0.4542672 -1.3354771 -2.2518557 1.4580536
#> [3,] 0.68372667 -0.4523133 -1.4899981 0.5496843 0.8406486 -1.0159390
#> [,131] [,132] [,133] [,134] [,135] [,136]
#> [1,] -0.1643217 1.4374139 -1.5884405 -0.3262151 -0.1402394 -0.7531993
#> [2,] -0.9625799 1.1476770 0.4919208 0.9575852 -0.1984650 -0.1967989
#> [3,] 1.3239398 -0.8716074 0.8841908 0.1348045 -2.0196494 1.2223541
#> [,137] [,138] [,139] [,140] [,141] [,142]
#> [1,] 1.06962041 -0.6179658 -0.3411043 1.4374360 -1.3963981 -0.0003513782
#> [2,] -0.07531686 -0.1092580 -0.1781038 0.1538802 0.4832531 0.6285992462
#> [3,] 0.47716694 -1.4447332 1.0388678 -0.3272410 -0.1978963 -0.9535170465
#> [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] -0.9869014 -1.2306742 2.0284653 0.4433286 -1.9387054 0.69219181
#> [2,] 0.2971083 -0.6117978 1.3338477 0.7382036 1.2474597 0.07089448
#> [3,] 0.6936501 -0.7482682 -0.5379658 0.9513145 0.2813697 -1.07457665
#> [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.5104799 0.40890558 -1.5133865 -0.5095906 -0.5879425 -0.07389354
#> [2,] 0.3464949 -0.05121803 -0.9130491 0.8218649 1.4957503 -1.24475338
#> [3,] 2.4323115 -2.85890757 2.7713355 -0.4980311 1.7235736 -1.16396597
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.3814484 0.3992230 -0.1292678 2.6274696 1.326799 0.6953474 -0.3002609
#> [2,] 0.5429168 0.8570173 1.3576997 0.1271133 1.009709 0.1118843 -0.9856762
#> [3,] 0.4892097 -0.5660909 1.1916856 -1.3948206 2.709463 -1.4022390 1.1503529
#> [,162] [,163] [,164] [,165] [,166] [,167]
#> [1,] 0.7998928 0.3360943 2.3293381 -1.2327046 2.573210 1.5233450
#> [2,] -0.8228922 -0.7223156 -0.8238565 0.7214459 -1.208580 -1.6781565
#> [3,] -0.1817989 0.4957492 -0.8941025 0.4072655 -1.388926 -0.1837716
#> [,168] [,169] [,170] [,171] [,172] [,173]
#> [1,] -0.2360199 0.7843317 1.9350447 -0.3407504 -1.46363918 -0.3669062
#> [2,] -0.3592933 1.2263219 0.5695170 -0.7299177 0.08615332 1.0909962
#> [3,] 0.7774895 -0.1716893 -0.1503698 -0.6552881 0.97507301 -0.8491452
#> [,174] [,175] [,176] [,177] [,178] [,179]
#> [1,] 1.9213622 0.94843130 -1.7086709 0.51851710 -1.2108116 0.06834983
#> [2,] 0.4693287 -0.91208799 -0.3155627 -0.08578693 -2.2042995 0.10667562
#> [3,] -0.2035982 -0.02694852 2.0371490 -0.23600666 -0.7607133 -0.34706817
#> [,180] [,181] [,182] [,183] [,184] [,185]
#> [1,] 0.4854308 0.6550092 -0.6319641 0.09995385 0.8101359 0.7711753
#> [2,] 1.6023753 -0.9156447 0.1041279 -0.21703142 0.6505642 1.0627552
#> [3,] -0.8218551 0.6848521 -2.0008368 1.96100795 -3.1083814 0.4824301
#> [,186] [,187] [,188] [,189] [,190] [,191]
#> [1,] 0.09350113 0.3193367 1.4004886 0.2617641 -0.05766741 0.1631241
#> [2,] 0.44885228 -1.0100709 -0.4660317 0.6741711 1.47930615 -1.7645734
#> [3,] -0.94164754 2.6453926 -2.5484504 2.3673795 -3.48182913 3.0126240
#> [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] -0.9404893 -0.5372195 0.5746766 0.2956544 -0.5648088 -0.2433110 0.2950687
#> [2,] 0.3644166 -1.3822589 1.1385489 0.9325093 -0.6052176 -0.3807143 0.1469130
#> [3,] -1.4557034 0.5532648 0.3055388 2.6226405 -1.4210481 0.3737593 -0.5591362
#> [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 2.6870430 -0.7576979 0.7653003 2.4761168 1.5671097 -1.4510377
#> [2,] -0.5613438 2.8084196 1.6327979 0.7903076 -0.9849283 0.5120442
#> [3,] -1.7172804 1.4762682 -2.0912449 2.4440839 -1.9292479 0.9105125
#> [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.2465754 0.07690845 -0.735546 0.3984312 -0.632595 0.6224246
#> [2,] 1.6543745 -1.66013723 -1.884716 -1.7901364 -2.128166 -0.8214484
#> [3,] -0.7871199 1.42828402 -2.496249 2.7898977 -1.686567 0.8755464
#> [,211] [,212] [,213] [,214] [,215] [,216]
#> [1,] 0.7276587 -0.2274752 -0.4454119 -0.5807773 0.1177584 0.43710730
#> [2,] -0.6268147 -1.6043513 0.2950840 -0.5309987 -0.1605250 0.06876534
#> [3,] -1.4823961 0.8790856 -0.6555149 1.0551482 -0.9980457 1.16622141
#> [,217] [,218] [,219] [,220] [,221] [,222]
#> [1,] -1.4417470 -1.181038 -0.3998720 0.2873709 0.21089364 0.88825706
#> [2,] 0.8817129 -1.993388 -0.6973458 -0.7056078 -0.05251751 -0.07403954
#> [3,] -1.4367497 3.022428 -2.8490977 1.9738841 -1.71667577 0.44175914
#> [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] -0.1317087 0.5227672 -0.85647053 -1.090444 -0.03435796 -0.5762859
#> [2,] 1.4120125 0.2225475 -0.05145129 0.359894 -0.72529562 0.7683074
#> [3,] -1.6328803 -0.4845445 -0.80903671 1.644499 -2.54193631 2.4384215
#> [,229] [,230] [,231] [,232] [,233] [,234]
#> [1,] -0.3884039 -0.6335261 -0.04644247 1.4883592 1.6846285 0.2081155
#> [2,] 0.5092124 -1.0125739 -0.60076610 -0.1331998 -0.3000462 -0.7705665
#> [3,] -1.2430474 2.1237574 -1.43830038 -1.2844339 -0.4771646 0.1676459
#> [,235] [,236] [,237] [,238] [,239] [,240]
#> [1,] -0.3401545 0.7278095 0.4684262 0.4837719 0.04844361 0.4652234
#> [2,] -0.8743011 -0.5128263 -1.1024636 0.7947577 1.62270135 -0.1198256
#> [3,] -1.2576689 -0.2939673 1.6768111 -1.9176603 1.41154607 -0.8817668
#> [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] -0.4121248 1.3682650 1.1817410 0.5686691 0.4252303 0.81327575
#> [2,] 0.3434908 -0.1637928 -0.3169632 0.8210299 0.9702009 0.02526607
#> [3,] 0.2416533 0.1329672 -0.2315034 0.2330217 -0.5630006 -0.30453555
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 1.3134802 -0.7245958 -0.0688981 1.626298 0.2880586 -0.6318604 2.4469028
#> [2,] -0.6392407 0.3584690 0.1271636 1.285190 0.2052684 0.2631995 2.0380071
#> [3,] 0.3940591 -2.5697218 2.2779337 -1.918178 2.6573453 -1.5553302 0.6930165
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 0.4865098 -0.1864382 0.1283079 1.8209022 2.554778 -0.3389883 -0.6348837
#> [2,] 0.1261891 0.8922566 -0.1122212 0.2836481 -1.387019 -0.4412668 -0.3247163
#> [3,] -0.1713931 -0.1441872 -1.0767880 0.6312864 1.039202 -1.8899740 0.3107472
#> [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.61909904 -0.2557905 1.157476 -0.36874617 0.7583625 1.1678645
#> [2,] 0.03727303 0.6533422 -1.556616 -0.02168038 0.2955724 0.6979888
#> [3,] 0.17152596 -1.2332492 1.467764 -1.68750113 2.0413808 -1.4185988
#> [,267] [,268] [,269] [,270] [,271] [,272]
#> [1,] -0.8921902 -2.0058910 -0.5349931 -1.73669212 -0.6141577 0.7037981
#> [2,] -0.8301909 1.1646743 -1.5158981 -0.07779639 0.4836363 -0.8581526
#> [3,] 0.9483013 -0.5712753 -0.4514578 1.45788893 -0.6393181 0.5351753
#> [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] -0.002708216 0.7992807 1.506491 -1.1799975 1.4111445 -0.79121614
#> [2,] -0.334998194 -0.5122022 1.085228 0.4499015 -0.6481133 0.07800631
#> [3,] 0.756143175 0.1941403 1.558185 0.7953112 -2.5094471 3.81456019
#> [,279] [,280] [,281] [,282] [,283] [,284]
#> [1,] -0.6174612 -0.4031447 1.2485597 0.06215178 -0.008651573 0.0008238476
#> [2,] -1.9470466 -1.5922446 -0.5457854 -0.11114312 -0.212413999 1.4017935264
#> [3,] -2.4733137 2.3402075 -4.7017834 4.19719756 -3.112592148 2.8053168279
#> [,285] [,286] [,287] [,288] [,289] [,290]
#> [1,] -1.0517082 3.3878156 1.2128865 0.5824037 -0.2218005 0.371649167
#> [2,] 1.8120011 -1.1384652 0.9084463 -0.1529156 1.5373514 -0.003406069
#> [3,] -0.4707841 0.7606856 -1.8799533 0.4530409 -0.6355597 -0.558260523
#> [,291] [,292] [,293] [,294] [,295] [,296]
#> [1,] 0.7266588 -0.5464014 0.09406188 0.6292099 0.9662859 -0.6326421
#> [2,] -0.1617009 -0.4569699 -0.20496541 -1.0826216 1.2269448 -0.8102704
#> [3,] 2.7225398 -1.6101579 2.59762422 -1.2198817 1.6597497 -0.2789874
#> [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] -1.2411471 -0.1287914 -0.3923281 0.1884552 2.1332211 -0.05425334
#> [2,] 1.3723088 -0.1663455 2.4508930 -0.4516277 0.5607833 -0.10746577
#> [3,] 0.3682526 -0.8674615 1.0453016 0.3931609 0.8259678 -0.65720592
#> [,303] [,304] [,305]
#> [1,] -0.8432029 0.26593226 2.6508370
#> [2,] -0.4138924 -0.02102726 -1.5749279
#> [3,] 0.8091575 0.23824226 -0.6561751
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -0.0534356 0.08317517 -1.4341685 0.2467089 -1.1332585 -0.6943727
#> [2,] -0.5293284 -0.68206676 0.1570746 -1.3980804 0.4645675 -0.6272768
#> [3,] 0.3044044 -0.72111565 1.8683394 -1.3876581 0.7957223 -0.4341227
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] -1.09604436 0.006600955 0.7494489 -0.2132335 -0.04458522 -0.81735163
#> [2,] 2.02277366 1.320703757 1.2567546 1.3812440 0.40118545 1.88723960
#> [3,] -0.06009292 -1.972474013 2.0370087 -0.7215422 0.39256732 -0.06011712
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] -0.1850785 0.1217050 1.7726701 -0.3991946 -0.84195001 0.3857089
#> [2,] 2.3737102 1.8803034 0.7967956 0.8275557 0.07756624 -0.7198802
#> [3,] -0.5356020 0.4160835 0.4845235 0.8018747 -0.92769459 2.1827533
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] -0.08864071 -0.4638895 0.05224849 0.5015902 0.7067787 0.05831566
#> [2,] -0.76252081 -1.7331315 -0.63282059 -0.1438659 -0.2088099 -1.06915306
#> [3,] -0.88154903 1.7216484 -1.49246523 -0.4927603 -1.7494582 2.53300269
#> [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] -0.9501915 -0.9458884 -0.03383458 0.7177393 -0.20171723 0.03255695
#> [2,] -0.3588844 0.5687784 1.34710104 -0.5087108 0.08184631 0.73940871
#> [3,] -3.5241829 2.9816215 -0.87972482 0.5661644 -0.51287041 0.79749048
#> [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 1.949070 0.9311288 -0.3172727 1.007128 1.3962398 0.25146431 -0.2852543
#> [2,] 0.860890 1.4350112 0.4882104 1.484993 0.5619037 -0.38677688 -0.1817372
#> [3,] -1.969482 2.1223081 -2.2921111 2.437098 -1.4712584 0.08890808 0.7054625
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44]
#> [1,] -1.0022072 1.2138735 0.40749817 0.9836797 0.144862 1.205291 -2.2610075
#> [2,] -0.3281147 1.2636072 0.06047981 1.0094085 -1.200764 1.742362 -0.1294506
#> [3,] -1.1858802 0.1866551 0.06142664 0.7964264 -3.216917 2.217608 -1.4195405
#> [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 0.5996513 0.1113312 1.2091691 0.05912863 -0.28524763 1.5377681
#> [2,] 0.4105795 0.4716674 0.3074383 0.81195159 -0.41116928 0.2115356
#> [3,] 2.0683128 -2.2057807 2.2592112 -2.33115890 0.04413025 0.6410333
#> [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] -1.18841365 -0.9529286 0.2045605 -1.5223263 -0.1778769 -2.2790564
#> [2,] -0.61518225 0.3398362 1.2827243 0.5935826 0.4822703 -0.2568692
#> [3,] -0.08876955 -0.5867775 -0.3498342 -0.9559640 -0.2557918 -1.5129672
#> [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 0.8232224 -0.8486869 -0.7686521 0.7927316 -0.9083560 0.4839945
#> [2,] 1.0495117 1.4856530 -0.1802897 0.3603988 0.3232510 0.5662307
#> [3,] 0.3424560 -1.3525569 2.0310529 -2.4522646 0.8314967 -0.4297614
#> [,63] [,64] [,65] [,66] [,67] [,68]
#> [1,] 1.8680179 -0.55818277 -0.9069261 -1.0566897 -0.1758269 -1.1522856
#> [2,] -0.2717938 -0.09255974 -0.1609603 0.5891321 -0.4960372 1.1272948
#> [3,] -1.2340455 1.65354132 -1.2887721 1.0391834 -1.2869379 -0.4058961
#> [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] -0.09088173 0.6484657 0.3006549 1.69320093 0.8064037 -0.5243714
#> [2,] 0.23285140 0.7461365 -0.2960244 1.08219875 0.8967683 0.8252742
#> [3,] 0.93260057 -0.8785880 0.4989832 -0.04829022 1.0335659 -1.6274840
#> [,75] [,76] [,77] [,78] [,79] [,80]
#> [1,] -0.2686572 -1.63970095 -0.1666671 -0.2147885 1.7266008 -0.5648207
#> [2,] -0.6124969 0.02626545 0.6345169 0.5336028 -0.8463101 1.0296963
#> [3,] 2.1958340 0.73239184 -1.6279778 -0.8300065 -0.6873193 2.0064838
#> [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] -0.69800056 -0.8119396 0.3144036 -0.4579898 -1.249638 0.522582
#> [2,] 0.05794232 -0.9756860 1.1968894 -0.9745527 -1.622607 -1.167375
#> [3,] -2.47671673 2.6847138 -1.9228244 2.0304141 -3.088879 3.917615
#> [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.4541625 2.138133 0.6315104 -1.9620767 -1.34154142 -0.09975989
#> [2,] -0.5480848 0.263523 -0.6208777 0.3745220 -0.22732976 -0.48736501
#> [3,] -2.9606991 3.089903 -2.1602061 0.4688194 -0.08154108 0.74386697
#> [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.15385873 -1.7944032 -0.59170275 0.5451316 -0.3526633 -1.499096
#> [2,] 0.76117072 0.7782605 0.08630044 -1.5552476 -0.2191102 1.452170
#> [3,] -0.01057385 -0.2624476 0.13071212 1.3386015 -1.1660862 1.424496
#> [,99] [,100] [,101] [,102] [,103] [,104]
#> [1,] 0.8712879 -0.09148675 -1.292572 -0.3884567 1.3267578 0.0003502785
#> [2,] 1.6812796 -0.84324419 0.472072 -0.3597965 0.2889484 -1.7277370182
#> [3,] -0.1401065 0.05448442 -1.253333 1.0121711 0.3860681 0.4497953787
#> [,105] [,106] [,107] [,108] [,109] [,110]
#> [1,] -1.67946174 0.2664015 -0.7231834 1.0416757 -0.9418475 0.53718905
#> [2,] 0.53956214 0.3620966 -0.4692787 -0.6166734 0.2504716 -1.00583917
#> [3,] -0.04986721 -1.0112542 1.3780462 -2.0720462 2.3039695 0.06038481
#> [,111] [,112] [,113] [,114] [,115] [,116]
#> [1,] -0.09772889 1.957767 0.8819177 2.1102387 0.7437414 0.3218851
#> [2,] 0.83075541 1.033500 -0.4492096 -0.2667033 0.7930142 -0.6588326
#> [3,] 0.68285351 -1.021370 -0.7627492 1.6966365 -0.3255053 -0.2106371
#> [,117] [,118] [,119] [,120] [,121] [,122]
#> [1,] 0.8231855 -0.7225327 -0.2686453 -0.0600821 -1.3780533 0.1704664
#> [2,] -0.3778576 0.5687840 -1.0736248 1.4165890 -0.2774848 -0.8271281
#> [3,] -1.7960371 1.6641606 -2.4246556 2.2985056 -2.8590659 2.0881683
#> [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 0.5934520 -0.08387866 -0.86477584 -0.6583336 0.17289701 0.3147124
#> [2,] 0.2107723 0.77780757 -0.02172396 0.6928806 -0.03634207 -1.2911015
#> [3,] -0.5203265 1.02908511 0.75629568 -0.3226928 -0.13101730 -0.4833657
#> [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] -0.9111202 -2.1440732 -0.6251414 -0.993889 -0.4296579 -0.2055054
#> [2,] -0.2463050 0.7254541 0.0576965 1.082147 0.2201902 0.8491377
#> [3,] -0.2258559 -1.8018536 1.3278033 -1.068322 2.1796654 -2.1352683
#> [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] -0.1794877 1.1154120 0.1749067 0.2441245 -0.5272160 -0.8135315
#> [2,] -1.1441728 -0.1421623 0.7473300 -0.2328431 -0.2407355 -0.8681378
#> [3,] 2.1492469 -0.6202634 1.0744238 -1.8278205 0.9079907 -1.1317924
#> [,141] [,142] [,143] [,144] [,145] [,146]
#> [1,] 0.3121976 -0.001713025 -0.4010814 0.07546777 -0.288428 0.9846797
#> [2,] -0.6454382 -0.068297090 -0.1821669 0.65383639 1.448402 0.6371001
#> [3,] 1.2017858 -0.801470428 -0.7758843 1.29667504 -1.844596 0.5532991
#> [,147] [,148] [,149] [,150] [,151] [,152]
#> [1,] 0.4489230 0.7963130 -0.3955409 -1.461354 -0.1412510 -1.3245639
#> [2,] -0.6098633 0.2968681 -0.2572837 -1.734645 0.3224854 0.9601044
#> [3,] -0.9160147 -0.5799556 1.4700535 -3.510549 2.8058842 -2.2236913
#> [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] -1.0834873 0.6132272 -1.1865439 1.8711422 -0.06877342 -0.2643047
#> [2,] 0.2736829 -1.0090509 -0.4676133 0.5325587 -0.91474870 -0.5564667
#> [3,] 2.0698187 -2.6451560 0.7830041 -0.1731116 -0.56939706 1.5862132
#> [,159] [,160] [,161] [,162] [,163] [,164]
#> [1,] 0.8409155 0.7852239 -0.8076647 -0.4104841 2.2703264 -0.1181646
#> [2,] -0.3909659 2.0935432 0.9366458 -3.2483720 -0.6400504 -1.1008136
#> [3,] -0.2262328 0.1413525 -1.5688674 1.2048346 -1.6624077 0.8052339
#> [,165] [,166] [,167] [,168] [,169] [,170]
#> [1,] -1.4547914 -0.2444898 0.1550862 -0.6655246 -2.1169799 -1.4072021
#> [2,] -1.0261896 -1.0137406 -0.8398873 -1.2264590 -0.1527110 -0.6073093
#> [3,] -0.4591422 0.7955177 -2.6263811 1.6732741 -0.1851102 -1.8574692
#> [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 1.0721754 -0.5047264 0.1652129 0.1910186 2.8598630 1.3543233
#> [2,] -0.3014301 1.4034737 0.4679753 0.7094854 -0.6793405 -0.4887764
#> [3,] 1.1762881 -1.3862879 1.8774756 -1.0411938 1.4891431 -0.6116342
#> [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.06998931 0.513859768 -0.8732937 -1.9650402 -2.079467 -0.9023084
#> [2,] -1.56761145 -0.865328768 -1.3396409 -0.5569510 -1.436578 -1.0537166
#> [3,] -0.24312736 -0.002335103 0.4271292 -0.8216715 1.833074 -3.5003321
#> [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] -0.6459644 0.04603209 1.92016986 0.7397340 -0.3370511 -0.2256698
#> [2,] 0.4681937 1.54253434 0.02842277 -0.8003429 -0.5176120 -0.5450760
#> [3,] 1.3273507 -2.00742451 2.10436864 -3.2434795 0.9670695 -1.3170493
#> [,189] [,190] [,191] [,192] [,193] [,194]
#> [1,] 0.3495221 -0.3473557 -1.132569 0.2467809 0.7096176 0.1847140
#> [2,] -0.2284596 0.7632728 -2.273354 0.2800896 -0.7619137 -0.2095096
#> [3,] 0.8368988 -0.3781245 2.532277 -1.5433325 1.9250568 -2.6873460
#> [,195] [,196] [,197] [,198] [,199] [,200] [,201]
#> [1,] 0.1632225 1.295426 -0.46404267 -0.1667011 1.5538617 2.093004 0.2656918
#> [2,] -0.2620780 0.688673 -0.04879444 -1.0024323 0.3517146 1.675648 -1.1915357
#> [3,] 2.4707011 -2.729090 1.73714959 -0.7652671 0.8937758 -1.691038 1.4075403
#> [,202] [,203] [,204] [,205] [,206] [,207]
#> [1,] 0.3650221 -1.1924294 1.2841947 1.8169074 -0.6472013 -0.95187603
#> [2,] -0.5792787 -0.1844975 -0.5698483 0.7582860 1.7542023 0.04855895
#> [3,] -0.7024446 1.4001402 -1.6705577 0.6675259 -0.4786522 -1.65664587
#> [,208] [,209] [,210] [,211] [,212] [,213]
#> [1,] -0.4833734 -0.9994597 1.1045399 -0.1685653 0.4876253 -1.015453
#> [2,] -1.7557071 -0.1460308 -0.6738649 0.4418588 -0.5133857 -1.391959
#> [3,] 0.3909958 -1.2420712 1.9096671 -0.7859126 0.5214385 -1.422380
#> [,214] [,215] [,216] [,217] [,218] [,219]
#> [1,] -0.05372284 -0.08915033 2.2873889 -0.4874531 1.09366518 -0.4682164
#> [2,] 0.21586751 1.30494257 0.6383667 0.4854918 -0.05393791 -0.3429178
#> [3,] 1.50493901 -2.24212002 2.8059690 -2.6279221 2.22237012 -1.6422536
#> [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.3653306 0.5273439 0.4896111 -0.61664230 -1.6804335 0.198827
#> [2,] -0.9509078 0.6627292 -0.9515691 -0.05251519 -0.5436932 1.474613
#> [3,] 0.3695069 0.2878223 0.7549025 -1.55209794 1.9006005 -2.594945
#> [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.01679527 0.01266564 2.0786362 -2.488307 -1.495695 -1.3665220
#> [2,] -0.53215246 0.37708793 0.2802817 -0.368312 0.319400 0.4641669
#> [3,] 1.61607320 -2.63844853 2.0756314 -3.210013 3.227554 -1.5628685
#> [,232] [,233] [,234] [,235] [,236] [,237]
#> [1,] 0.02672917 1.296553 0.1857422 1.2557294 -0.6172788 0.05608866
#> [2,] 0.21610050 1.570749 -0.8974337 1.0631440 -0.7922477 -0.30965735
#> [3,] 2.38465826 -1.412134 -1.0100061 0.8942648 -1.2258791 1.78891211
#> [,238] [,239] [,240] [,241] [,242] [,243]
#> [1,] -1.16534169 -0.5441462 0.5574899 0.2856217 0.704564 -0.2810803
#> [2,] -1.06330209 0.9254175 -1.0706558 0.8229599 -1.399380 0.8162673
#> [3,] -0.07109619 0.1165468 1.0408218 -0.8124935 0.157167 -1.3167677
#> [,244] [,245] [,246] [,247] [,248] [,249]
#> [1,] 1.7506630 0.7554530 -1.4090917 0.3255669 -0.4519659 -1.0764956
#> [2,] 1.0425337 0.3904615 0.2945131 -0.7544292 -0.7970348 -0.5511698
#> [3,] 0.8441468 -0.8028246 -0.2360000 -0.1836354 -0.8680298 0.2682331
#> [,250] [,251] [,252] [,253] [,254] [,255]
#> [1,] 0.3931502 1.1236160 0.06214266 1.438538 -1.6091047 -0.1573437
#> [2,] 0.3884173 2.7444446 0.33346669 2.342044 -0.0487173 0.9888296
#> [3,] -0.1576229 -0.4510874 -2.06419402 2.185387 -2.9616327 2.1987475
#> [,256] [,257] [,258] [,259] [,260] [,261] [,262]
#> [1,] 0.2758786 -1.028944 -1.1922033 0.8966317 -0.4801284 1.7595332 -1.0771889
#> [2,] 0.4110289 -0.920105 0.0352035 -0.9133783 -1.0202166 1.6106461 0.8733604
#> [3,] -1.3896057 1.076151 -2.4023399 3.0115076 -1.0668810 0.6503657 -0.6259628
#> [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 0.07755752 -0.8536041 -0.3894642 0.04607452 0.04804961 -1.55617968
#> [2,] 0.81705819 -0.8592829 -0.2528512 -0.58512848 0.05394868 0.05256518
#> [3,] 1.04009067 -2.3401662 1.9881289 -2.21490926 3.85179807 -2.26348393
#> [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] -0.2748397 -0.77950960 0.3348812 -0.3285132 0.04309029 -0.6180751
#> [2,] 0.5381208 0.01334883 0.9006717 -0.2212896 -0.89877512 -1.2501157
#> [3,] -1.4997523 2.10763990 1.0582982 -0.9706772 -0.44214500 0.8688468
#> [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] -1.1879193 0.28985461 -0.09627384 1.0356484 0.5558963 -0.2977689
#> [2,] -1.8061825 0.07166341 1.88519983 1.1576579 -0.8371993 -1.3315933
#> [3,] -0.4099846 0.43139660 -1.02426231 0.2912025 -1.4347565 0.2230003
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] -2.0360729 -1.0084390 0.1598598 -0.9180116 1.5409115 1.8787280 1.7492169
#> [2,] -0.7174700 -0.4834904 -1.2967938 -0.2322086 0.1318959 0.7760975 1.6411326
#> [3,] -0.9973182 0.4412211 -1.5307591 -0.1117620 0.1562380 0.9504291 0.3057818
#> [,288] [,289] [,290] [,291] [,292] [,293]
#> [1,] 2.0734582 -0.4403794 0.2730726 1.4015798 0.8785967 -0.1767628
#> [2,] 0.7034086 2.4974551 0.8936012 -0.4759096 -1.6476132 0.5111194
#> [3,] -0.4352471 0.6795327 0.5551369 -0.7749558 -0.4923065 1.7477457
#> [,294] [,295] [,296] [,297] [,298] [,299]
#> [1,] 0.1421237 -1.5224826 2.41192069 0.9928458 1.5245039 0.08251161
#> [2,] -0.3068577 1.5867512 -0.05117348 0.6706651 -0.1195386 0.17973325
#> [3,] -1.8948838 0.9044564 -1.94711864 1.5216384 -2.3386821 1.44621107
#> [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 0.8875738 2.07742470 1.0279731 -1.0536161 0.09280226 1.0000719
#> [2,] 0.2304974 0.34993704 0.7731162 0.1182790 1.17696370 -0.2496926
#> [3,] 0.1904063 0.05954342 -0.3069531 0.7483379 -1.34038836 -0.2321153
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -1.360133 -0.1239878 -0.1658902 -0.1732781 0.8443843 1.5217904
#> [2,] -1.183205 1.3742305 -0.5470547 0.4531805 1.1501815 -0.7973508
#> [3,] -0.365903 -0.5763608 -0.6771876 -0.8417792 -1.2828885 0.4118019
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] -0.00919728 1.3884776 -0.4692103 -0.3688442 1.2236669 1.9562519
#> [2,] -0.49305741 -0.9502635 -0.2612059 -0.7794655 -1.8697434 -1.5314158
#> [3,] -2.23630863 2.6286068 -2.0494758 0.3741171 -0.7269328 -0.2470755
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] -0.0558540 -0.3506433 0.7930166 -1.3351216 -0.6891606 1.292830 -1.117514
#> [2,] -2.5152949 -2.1224074 -0.3842397 -1.4059882 0.5426820 2.089401 1.445098
#> [3,] -0.7922496 0.1829199 -0.7824354 -0.6463968 1.3870093 -0.507880 1.581897
#> [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] 0.7934527 0.34337478 1.2656895 -0.7629716 0.8329142 -1.5515761
#> [2,] 0.1271813 0.08832991 -0.5662754 -0.2702776 0.1538288 -0.1580876
#> [3,] -0.8203975 2.07065115 -1.0967523 2.1403835 -3.0955329 3.4928105
#> [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 0.8501318 0.5056138 -0.042186 1.2193776 -0.09106016 -0.9710801
#> [2,] -0.9470825 0.6044501 1.515002 -0.4290226 0.13559437 -0.3694418
#> [3,] -3.3828584 1.5705863 -1.333374 0.5410136 -0.20937120 0.5788372
#> [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] -0.22293525 -2.0990796 -0.7575431 0.5551640 0.5432069 -0.8734594
#> [2,] -0.01023059 -0.2908715 -0.9210035 0.2507531 0.2720949 1.3182367
#> [3,] -2.12680582 2.4137911 -3.6022687 2.4385116 -2.7384848 0.9083318
#> [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 0.9382240 0.9617206 2.302915 -0.001243316 -1.335737 -0.3507322
#> [2,] -0.1457700 -1.2754763 2.042816 0.130202446 1.223051 -1.3582732
#> [3,] 0.7192311 0.3136094 -0.794333 -0.513370502 1.243866 -1.6395134
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 0.7863024 1.110687 -0.8846957 -0.9206246 1.3701441 -1.087436 -2.6004030
#> [2,] 1.7104722 -1.969402 1.0732662 -1.2398380 -0.9408176 1.120816 -0.2433749
#> [3,] 0.6687610 1.393208 -3.1395539 1.1845424 -1.9420989 2.787169 -0.5768182
#> [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] -0.05718459 0.68027563 0.165939 -1.9905291 -1.2633610 1.01620404
#> [2,] -1.59341491 0.12953377 -1.283442 -0.8364747 1.3074338 -0.05814627
#> [3,] 1.03585204 0.08739868 -1.301541 0.5242098 -0.7758972 -0.54994366
#> [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 0.4948486 1.4862771 0.6067927 -1.5676304 -0.008054185 0.4306258
#> [2,] -1.1970953 0.6263225 0.3013629 -0.6207642 -1.985355516 -0.4619275
#> [3,] 1.6719522 0.5500944 -0.5282636 -0.2771137 -0.395690461 -2.4187998
#> [,63] [,64] [,65] [,66] [,67] [,68]
#> [1,] -0.3020462 0.2233758 -0.05806692 -0.08265102 -1.7342168 -0.4031857
#> [2,] -1.0809916 1.8903642 -1.99548093 -0.59180211 -0.4569302 -0.2982246
#> [3,] 1.0303109 -1.8522887 1.37819214 -1.05826514 0.8623853 0.6803583
#> [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 0.03433436 -1.3235922 0.9291354 -0.09706536 -0.7657927 -0.10137053
#> [2,] 0.68504267 -0.8980237 0.1619077 0.79078617 1.8032599 0.02038423
#> [3,] -0.92558575 1.1059929 -0.5565643 -1.20084007 -0.3842853 -1.09186667
#> [,75] [,76] [,77] [,78] [,79] [,80]
#> [1,] 0.8186250 0.12271986 0.4997284 0.5477685 0.8612257 -0.3268039
#> [2,] 0.4373511 -0.02344132 -0.4648650 0.0103922 0.9282448 -1.6954435
#> [3,] 2.2484315 -2.52339473 2.9659635 -2.7134208 1.4006242 0.5134463
#> [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 0.6512715 -0.4107896 0.2637381 -1.8629371 0.7027214 -0.2389346
#> [2,] -1.4696679 -1.1041976 -0.1743821 -0.2549498 -0.4847835 0.8621700
#> [3,] -0.5565263 0.6228712 -0.6025465 -0.2266236 0.9226446 -1.0389115
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] 0.2648064 1.7510403 -0.4767820 0.1127461 1.324313 -0.9244238 0.4773521
#> [2,] 0.3553120 0.8952691 0.6584027 -0.5610691 0.574455 -0.4226295 -0.1425224
#> [3,] 0.6014494 -0.3968885 -0.4908167 -0.6068291 1.020650 -1.6287008 0.1071386
#> [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] -0.3348179 -0.753528909 1.22797340 0.4875460 0.7257175 -0.6473684
#> [2,] -1.1523531 -0.005315512 1.18797472 -1.3282056 -0.9248913 0.9714115
#> [3,] 1.0749624 -0.155467153 -0.02843485 -0.1759101 -0.5978351 -0.8634378
#> [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] -0.3711215 -0.8780615 -0.3773832 0.7257973 0.005874923 1.0263129
#> [2,] 1.3511478 -0.8882663 -1.0758339 -0.3789194 -0.425211771 0.3904892
#> [3,] 2.3603160 -2.9544232 2.6583881 -2.4342894 2.150373771 -2.9499994
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] -1.2119164 1.4874681 -0.7606170 1.198061 1.5773078 1.4505809 -0.7026706
#> [2,] -0.9046109 0.3770789 0.2057143 -1.043334 0.4843769 -0.7689113 -1.8087588
#> [3,] 2.1374615 -1.6984260 1.2822865 -3.178840 0.2665025 0.6983866 -0.5407173
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.4860505 1.2705553 -0.6651114 -0.1783786 0.7491487 -0.3647640 1.1030809
#> [2,] 0.3319944 1.6755586 1.3426107 -1.8453310 -0.1412808 -0.8141886 -0.5583903
#> [3,] 0.4033783 0.5843319 2.0155664 -2.3873501 3.2996346 -3.9071184 3.3733496
#> [,120] [,121] [,122] [,123] [,124] [,125]
#> [1,] 1.0136647 1.1611753 -0.1742561 0.03370886 -0.4340815 0.3257135
#> [2,] -0.9077918 -0.2241797 -0.2964878 -1.91096475 -0.4728708 1.3512204
#> [3,] -4.1641099 3.6319984 -4.2392339 1.64663760 -1.4126285 1.2882649
#> [,126] [,127] [,128] [,129] [,130] [,131]
#> [1,] -1.282999 0.6122606 -0.05561393 0.13074861 1.2162260 -0.77051303
#> [2,] -1.450192 0.1177921 -0.05070971 -0.69499496 -1.8342882 -0.06039515
#> [3,] -1.152006 0.8309060 -0.50740014 0.06173266 -0.5603178 -0.15979795
#> [,132] [,133] [,134] [,135] [,136] [,137]
#> [1,] -1.220962 -1.1834804 -0.82565890 0.53617040 0.07556628 1.1727899
#> [2,] 0.108634 0.1177543 0.03510012 -0.33730673 -1.67729794 -1.2320819
#> [3,] 1.861081 -1.4043711 1.97140112 0.06794537 -0.69510246 -0.7751165
#> [,138] [,139] [,140] [,141] [,142] [,143]
#> [1,] 2.02910620 0.2459791 -0.7311984 -0.8250704 -1.3269134 -0.3842759
#> [2,] -0.04918529 0.2303715 1.2107797 2.5111019 -0.3685699 0.4274344
#> [3,] 0.83088705 -2.3060970 2.5742341 -1.7554253 1.0891020 -1.1074421
#> [,144] [,145] [,146] [,147] [,148] [,149]
#> [1,] 1.2071939 0.7862071 1.0442064 0.5324395 -0.7655371 -0.3716953
#> [2,] -0.2694343 -0.5410735 -0.3940593 -2.2187795 -1.5493782 -1.1972065
#> [3,] 1.1298003 -0.4847581 0.6422967 -0.2180965 1.9834515 -2.3332851
#> [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] -1.04780574 0.1406062 -1.076797 -1.11325829 -0.3025551 0.01445745
#> [2,] 0.06909473 0.1047773 -1.384540 0.02211809 -0.1771099 -0.67345871
#> [3,] 4.33586238 -3.1804269 1.853124 -3.24896730 3.3556695 -2.90420702
#> [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] -0.04291341 -0.65562075 1.1128491 -2.3317187 -1.9039424 -0.5009953
#> [2,] 0.35476814 0.01101192 0.4680777 -0.8716065 0.3060168 -0.3756339
#> [3,] 0.97785637 0.39701656 -0.3954535 0.5851677 -2.2368488 1.7967541
#> [,162] [,163] [,164] [,165] [,166] [,167]
#> [1,] -0.6537836 -0.08176562 0.6093892 0.7715431 -0.164055234 -0.43640064
#> [2,] 1.1856684 -1.19619840 0.3229200 1.5056048 -0.008692505 0.03875187
#> [3,] -1.6446720 1.33279643 -0.9878530 0.8069175 0.265436782 0.04796230
#> [,168] [,169] [,170] [,171] [,172] [,173] [,174]
#> [1,] -0.1901486 -0.28184462 0.4749726 1.125174 1.853375 -0.102060 -0.1193725
#> [2,] -0.2072012 0.22225425 0.4459418 -1.018973 -1.413673 1.566278 1.7856451
#> [3,] -0.3930974 0.08182118 1.3419355 -1.275765 1.204603 -2.581522 2.4046138
#> [,175] [,176] [,177] [,178] [,179] [,180]
#> [1,] 0.7377009 -0.5350556 -0.7138725 -0.06529212 -0.2947509 0.9911211
#> [2,] -0.7668978 0.9103081 0.4491137 1.56818202 -0.9860549 1.3999531
#> [3,] -1.5827070 1.0775633 -2.5475646 2.09473155 -3.4067428 3.6218443
#> [,181] [,182] [,183] [,184] [,185] [,186]
#> [1,] 0.05912844 -1.7925157 -0.3087932 0.28192703 0.3327499 -0.2309920
#> [2,] -0.25157490 -0.6519147 -0.7303353 0.06165904 0.8782410 0.9065554
#> [3,] -2.06078665 2.3976297 -2.2549322 2.51507330 -1.2918028 0.7724578
#> [,187] [,188] [,189] [,190] [,191] [,192]
#> [1,] 0.74340825 1.4861664 -0.005605009 1.535820 0.3803106 1.4976516
#> [2,] 0.79837371 0.3195724 -0.759503814 0.247842 0.9903645 0.6144454
#> [3,] 0.08788595 -1.4038631 0.012473626 1.271458 -1.7836118 2.0675395
#> [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 0.0993842 1.089256 0.7398603 -0.7746474 2.33025172 -1.110941
#> [2,] 0.3731842 -1.423980 0.1889991 -0.3553839 0.01361203 1.288099
#> [3,] -1.9326520 1.635023 -2.1816863 0.3268163 -0.80747808 2.389585
#> [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 1.1078973 0.004774346 -1.3401974 -1.307702 0.6355798 0.7245556
#> [2,] 0.1226288 -1.337295510 0.6182846 1.100016 1.7247134 2.7462699
#> [3,] -1.1598204 1.564266131 -3.4991071 2.161745 -1.6036991 -0.1711762
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 1.5337009 -1.7278881 0.1675630 -2.5084701 0.1124083 -1.526217 -0.1440985
#> [2,] 0.6532878 -0.9440583 -1.6189973 -0.5387461 0.3127247 1.442822 1.2084643
#> [3,] -0.7539903 -0.4892077 0.2790833 -1.7739655 1.8577462 -2.632957 1.6569574
#> [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] -0.6448892 0.9932142 2.0351035 -0.204180 -0.16720007 1.2648813
#> [2,] 0.5719253 1.1488309 0.3217845 -1.668715 -0.09444704 -0.1050182
#> [3,] -1.9410885 1.4480461 -0.8228406 1.048989 -2.56910085 0.9886606
#> [,218] [,219] [,220] [,221] [,222] [,223]
#> [1,] -0.4924433 0.3417585 0.2504688 1.216115 0.08620532 0.009316819
#> [2,] -0.2505373 -1.2722423 0.1930035 -1.473368 -0.86809492 -0.757652182
#> [3,] -1.9803162 3.0620609 -2.4844917 1.450072 -2.38446322 1.724983101
#> [,224] [,225] [,226] [,227] [,228] [,229]
#> [1,] -0.2856524 0.7149224 -0.3450716 -0.300755 -0.9431287 -1.4778901
#> [2,] -0.8916137 -0.4047636 0.8325572 0.714144 -0.7999504 2.2379418
#> [3,] -0.8841799 0.6109816 -0.7662143 1.901738 -0.5922955 0.9663026
#> [,230] [,231] [,232] [,233] [,234] [,235]
#> [1,] 1.31246288 -1.3566623 0.6021191 1.3154702 -0.5610657 -1.1635839
#> [2,] -0.01462958 -0.3008439 -0.3652679 -0.2996621 -0.4114989 -1.6387577
#> [3,] -2.21840338 2.2848223 -1.8488298 1.8615923 -2.0225914 0.8660482
#> [,236] [,237] [,238] [,239] [,240] [,241] [,242]
#> [1,] 0.2970743 -1.8185870 -0.9900686 -1.4584575 -0.1495334 1.053244 0.6113122
#> [2,] -2.0210521 -0.7735746 1.0818476 -0.4297647 0.1254260 1.064607 -0.7858984
#> [3,] -0.2942693 0.8400408 -0.4527875 0.7353789 -0.9056723 1.786281 -2.0088524
#> [,243] [,244] [,245] [,246] [,247] [,248] [,249]
#> [1,] 0.1222424 0.7775883 1.9485992 -0.6465011 -0.5734145 0.3779744 0.8151057
#> [2,] 0.2900532 -0.4446714 0.5776056 -0.2937751 1.3887648 0.8219405 0.2097913
#> [3,] 2.7264379 -1.4047750 2.1756137 -2.2267554 1.2130671 -0.2844073 0.0664765
#> [,250] [,251] [,252] [,253] [,254] [,255]
#> [1,] -0.1033921 0.04667053 -0.6810573 0.4002152 -0.84151692 -0.4350011
#> [2,] 0.6618661 -0.12517503 1.1663671 -0.1873395 -0.03090757 0.5358498
#> [3,] -0.7764622 0.57341571 -0.5710973 -0.1460926 -0.87585320 -0.7971955
#> [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] 0.0378527 -1.36768292 -0.3105645 -0.8534378 0.1026191 0.92864247
#> [2,] -0.9007959 1.25751609 -0.8265069 -0.9052817 0.1335890 -0.05950221
#> [3,] -0.4953944 0.05208941 1.0944555 -1.3993709 0.5170855 0.18146098
#> [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 0.8284491 -0.4331921 -0.18396252 1.4807768 -0.6435976 0.1081235
#> [2,] -1.3838443 -1.5373247 -0.07061086 0.5945157 1.2196073 0.3211146
#> [3,] 0.8867628 -1.6435478 1.29107958 -1.5162497 2.1299496 -2.5999614
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] -0.6245323 1.582038 1.629613 1.5648865 -0.4040992 -0.7754873 0.3861188
#> [2,] 1.2571694 -0.532848 1.874507 -0.2863011 1.4125827 0.5739404 0.1022235
#> [3,] 2.1861861 -2.284110 4.010813 -3.1312652 0.5859109 -1.8303531 1.0708327
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] -0.69701022 0.4646564 -0.4542008 1.648549 2.0205891 0.4026086 -0.6660729
#> [2,] 1.54833914 0.4434341 0.1983295 -1.195105 0.9632178 1.2950125 0.9500200
#> [3,] -0.04739112 0.7657246 0.4060725 -1.492075 1.0767923 -0.8634639 1.6960324
#> [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] -1.9060082 1.092278 0.3896297 -1.0881231 -0.4107592 0.05063154
#> [2,] 0.6166834 -1.690987 -1.8718445 0.2064076 -1.2810923 -1.17472074
#> [3,] -0.2522787 -0.534105 1.0685793 1.0859936 -2.6373454 1.61247532
#> [,288] [,289] [,290] [,291] [,292] [,293]
#> [1,] -0.3529121 2.7217212 0.07505651 -2.5850277 0.1758562 -1.422887
#> [2,] -0.9725847 -3.0391395 -0.72495250 1.5593398 0.9425948 1.046019
#> [3,] -0.4767062 -0.2096382 -0.59216564 0.2463058 1.0552068 -0.935945
#> [,294] [,295] [,296] [,297] [,298] [,299]
#> [1,] -1.6261302 1.6948439 1.0058650 0.7375494 0.7190012 -0.9499740
#> [2,] -0.5380026 -0.6065639 -0.4951521 1.0990107 -0.6314262 -0.7540392
#> [3,] 0.8244683 -2.6845836 0.9863354 0.5173761 1.4745649 0.5239189
#> [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] -0.1757835 -0.6786602 1.3246492 -1.3694968 2.3930926 -0.6384995
#> [2,] 1.0810806 -1.1584526 -0.6295945 -0.1657645 0.8505500 -0.2978424
#> [3,] 0.1439090 -1.1975092 -1.0750912 0.4514949 -0.3506018 0.1978933
#>
#>
#> $rho
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.12242437 -0.03279318 -0.01590251 0.1123617 0.009382201
#> [2,] -0.05810725 0.14549720 0.15161800 0.1486812 0.104225892
#> [3,] -0.68950808 -0.82538486 -0.67681742 -0.7674649 -0.824905080
#>
#> $omega
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.3500889 0.3776479 0.2928975 -0.2064484 -0.1794786
#> [2,] 0.6449190 0.4820141 0.4855841 0.3845957 -0.3678576
#> [3,] 0.4004261 0.3438320 0.3728545 0.3007232 -0.2548151
#>
#> $sigma2v
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.1225623 0.1426180 0.08578896 0.04262095 0.03221257
#> [2,] 0.4159206 0.2323376 0.23579190 0.14791387 0.13531922
#> [3,] 0.1603411 0.1182204 0.13902050 0.09043446 0.06493075
#>
#> $S
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 2 3 3 3 2 4 3 3 2 4 4 2 3 3
#> [2,] 5 7 7 6 7 7 7 4 6 6 6 5 4 4
#> [3,] 3 4 5 7 6 3 3 4 6 6 6 5 7 8
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 4 3 2 3 3 3 3 2 2 3 4 3
#> [2,] 7 6 8 7 6 7 7 5 6 6 5 5
#> [3,] 6 6 5 8 6 7 7 8 8 4 5 5
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 2 3 3 3 3 3 3 2 3 3 3 3
#> [2,] 6 5 6 6 5 5 8 5 7 7 6 6
#> [3,] 5 7 6 6 6 7 7 8 7 9 7 7
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 2 2 4 2 3 4 3 3 3 2 2
#> [2,] 8 5 7 6 7 5 6 7 5 5 6 7
#> [3,] 7 9 6 5 6 6 6 8 7 6 6 8
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 2 3 4 2 4 2 3 3 3 4 3
#> [2,] 7 8 7 8 7 7 6 8 6 5 6 7
#> [3,] 7 7 7 5 6 7 8 7 7 6 7 5
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 3 3 3 3 3 4 3 3 3 3 3 3
#> [2,] 6 7 8 6 6 6 7 7 8 6 6 7
#> [3,] 6 5 4 6 7 7 6 4 5 6 6 7
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 3 3 4 3 3 4 3 3 3 3 4 3
#> [2,] 7 7 7 7 6 6 6 5 6 6 6 8
#> [3,] 7 7 7 9 7 6 6 4 6 4 5 6
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 2 3 3 4 3 3 2 3 3 2 3 3
#> [2,] 6 8 6 8 7 6 7 7 7 6 7 5
#> [3,] 6 7 9 5 7 5 6 6 7 4 6 6
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 4 3 3 3 3 3 3 2 4 3
#> [2,] 8 7 7 5 8 8 7 9 7 7
#> [3,] 6 6 7 6 7 5 6 5 8 7
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 4 3 4 3 3 3 2 3 3 3
#> [2,] 5 6 7 6 7 7 8 7 8 8
#> [3,] 1 2 7 6 7 7 8 8 7 6
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 3 3 3 3 3 3 4 3 3 3
#> [2,] 8 7 8 7 7 7 7 8 8 7
#> [3,] 7 5 6 7 6 6 6 6 6 8
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3 3 3 4 3 3 3 3 2 2
#> [2,] 6 6 7 7 6 8 7 7 7 6
#> [3,] 4 6 6 5 4 6 6 5 6 8
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 3 2 2 3 3 4 3 3 3 3
#> [2,] 6 8 8 6 5 7 7 7 6 6
#> [3,] 5 8 8 5 7 8 7 7 7 4
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 4 3 3 3 3 3 3 3 3 3
#> [2,] 5 8 8 8 7 7 6 9 5 8
#> [3,] 3 6 7 7 8 7 6 7 4 6
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 3 3 3 4 3 4 2 3 3 3
#> [2,] 8 6 8 7 6 6 6 8 7 7
#> [3,] 8 6 6 7 7 6 8 8 7 6
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 4 3 4 3 3 4 2 3 5 3
#> [2,] 8 8 7 7 8 7 6 7 7 7
#> [3,] 8 7 7 8 7 7 8 6 7 7
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 3 3 4 3 3 2 3 3 3
#> [2,] 8 7 7 9 9 6 7 6 6 7
#> [3,] 7 6 7 8 8 6 7 5 7 8
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 3 3 4 3 4 3 4 4 4
#> [2,] 8 7 7 7 7 8 9 7 7 7
#> [3,] 6 7 8 7 7 7 7 6 7 8
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 3 3 3 4 3 3 4 3 4 3
#> [2,] 8 7 6 7 7 7 7 6 5 6
#> [3,] 6 7 5 7 7 7 6 7 7 6
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 4 3 3 3 5 4 3 4 3
#> [2,] 6 8 7 7 6 4 8 5 5 6
#> [3,] 7 5 7 6 8 4 5 3 6 6
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 4 4 3 3 3 4 3 3 3 3
#> [2,] 6 6 6 6 7 6 7 7 7 8
#> [3,] 6 5 6 3 8 6 5 5 4 8
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 2 3 4 4 3 3 3 3 3 4
#> [2,] 7 7 7 7 8 8 6 9 6 6
#> [3,] 6 6 6 7 7 6 7 7 6 6
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 4 3 3 4 3 4 4 3 4 4
#> [2,] 6 6 5 6 6 4 5 6 6 7
#> [3,] 7 7 5 6 8 2 5 4 5 6
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 4 3 2 4 4 3 3 3 4 3
#> [2,] 7 8 8 7 8 7 6 8 8 7
#> [3,] 6 5 5 7 5 6 5 5 5 5
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 4 3 3 4 3 6 4 4 4 3
#> [2,] 6 6 8 9 8 8 7 6 8 8
#> [3,] 7 6 7 6 6 6 5 5 7 7
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 4 5 3 4 3 3 4 2 2
#> [2,] 7 6 7 6 7 6 7 7 7 7
#> [3,] 6 6 7 6 6 6 6 5 6 7
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 5 4 3 4 5 3 3 3 4 5
#> [2,] 6 6 6 8 7 6 7 6 6 6
#> [3,] 6 5 5 6 6 7 6 5 6 7
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 3 4 3 3 3 3 3 3 4
#> [2,] 4 5 9 6 7 7 6 6 6 6
#> [3,] 4 4 7 7 7 7 6 4 6 7
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 4 3 3 3 2 3 3
#> [2,] 6 4 6 6 6 7 5
#> [3,] 6 2 5 5 6 6 5
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 2 4 3 4 3 4 3 4 2 3 4 2 4 3
#> [2,] 4 7 6 5 4 4 5 1 1 1 4 1 0 0
#> [3,] 1 2 5 5 5 1 1 2 5 3 3 0 4 2
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 3 3 2 3 2 3 4 4 2 3 2 2
#> [2,] 4 7 3 5 5 5 3 4 7 6 4 4
#> [3,] 1 3 2 6 3 7 6 6 6 2 2 3
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 3 4 4 3 3 3 3 3 2 2 3
#> [2,] 4 3 4 7 1 4 6 3 5 5 5 8
#> [3,] 3 5 6 6 4 6 6 6 6 5 7 4
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 2 3 3 3 2 3 4 3 4 3 2
#> [2,] 5 4 2 4 5 2 6 8 4 2 5 2
#> [3,] 6 7 5 4 5 5 5 7 7 4 5 7
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 4 4 3 1 4 3 2 2 3 3 3
#> [2,] 5 6 8 6 7 6 7 4 6 4 5 4
#> [3,] 4 6 5 4 5 5 7 4 6 7 5 4
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 4 3 3 3 3 5 4 2 3 3 4 3
#> [2,] 6 6 3 5 4 3 7 4 5 5 7 4
#> [3,] 4 3 0 6 7 7 4 2 5 3 3 4
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 4 5 3 3 3 4 5 4 3 2 4 3
#> [2,] 7 3 7 6 7 7 5 3 6 3 5 4
#> [3,] 6 5 8 6 8 7 7 2 5 4 5 4
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 2 3 5 3 3 3 3 4 2 4 5
#> [2,] 4 5 4 4 7 6 7 7 4 4 6 2
#> [3,] 7 6 5 1 6 3 5 4 6 1 5 3
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 4 3 3 2 3 3 3 3 4 2
#> [2,] 7 5 5 3 7 6 6 8 5 6
#> [3,] 4 5 4 6 8 3 7 3 7 8
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 3 4 4 3 4 3 3 4 4 3
#> [2,] 2 0 7 5 4 4 7 4 6 7
#> [3,] 0 0 6 4 6 7 8 7 5 5
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 1 3 3 4 3 4 4 3 3 4
#> [2,] 5 5 6 5 5 5 5 6 6 5
#> [3,] 5 5 4 6 6 4 6 6 6 8
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3 3 3 3 3 2 3 4 3 4
#> [2,] 5 4 5 5 4 6 4 6 5 3
#> [3,] 1 6 8 3 4 7 6 5 8 5
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 2 4 2 3 3 3 3 3 3 3
#> [2,] 6 5 6 4 2 6 5 6 4 4
#> [3,] 3 4 6 2 5 7 8 6 4 1
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 4 3 2 4 3 3 3 2 2 2
#> [2,] 4 7 9 7 4 5 4 5 4 5
#> [3,] 1 2 7 4 6 5 5 5 3 3
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 5 3 4 4 3 3 2 3 4 3
#> [2,] 7 6 7 6 4 3 5 7 5 6
#> [3,] 7 8 5 5 8 4 9 7 6 6
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3 4 3 2 3 3 3 2 3 4
#> [2,] 6 5 6 5 7 6 5 7 6 5
#> [3,] 7 7 4 8 5 5 7 3 6 6
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 3 2 3 4 2 3 3 3 3
#> [2,] 7 3 5 5 6 3 3 5 4 6
#> [3,] 6 3 6 7 8 2 5 5 5 6
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 3 3 4 4 3 3 3 3 4
#> [2,] 6 5 2 8 3 5 6 3 6 3
#> [3,] 5 3 7 5 6 5 7 6 7 6
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 2 3 3 3 3 2 4 5 2 4
#> [2,] 6 4 6 5 6 6 6 5 6 1
#> [3,] 5 7 3 8 6 6 7 6 6 6
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 4 4 3 3 3 5 3 4 2 3
#> [2,] 5 3 6 8 7 2 3 1 3 6
#> [3,] 4 6 8 4 6 2 1 1 7 5
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 3 3 2 2 3 3 3 3 3 4
#> [2,] 4 6 5 4 7 5 8 6 7 7
#> [3,] 7 5 5 0 4 5 6 8 4 4
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 3 3 3 3 5 4 4 3 3 4
#> [2,] 7 7 8 7 6 6 7 6 5 5
#> [3,] 8 8 7 4 7 7 6 5 7 7
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 4 3 4 3 4 5 4 4 3
#> [2,] 4 4 2 5 5 1 2 4 3 6
#> [3,] 6 4 7 8 4 0 5 5 5 4
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 4 3 4 4 4 3 4 4 4 4
#> [2,] 7 8 6 5 6 5 6 7 6 7
#> [3,] 7 5 6 5 5 6 5 5 5 6
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 3 3 3 2 3 3 3 3 3 2
#> [2,] 3 2 5 6 6 5 6 6 5 6
#> [3,] 5 2 6 4 5 4 4 5 7 4
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 4 3 3 4 3 3 4 4 4
#> [2,] 8 7 7 5 7 7 8 7 7 7
#> [3,] 7 6 7 5 5 7 7 6 7 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 3 5 3 4 3 3 2 4 3 4
#> [2,] 4 5 7 6 6 5 6 6 7 6
#> [3,] 7 5 6 8 6 5 4 5 7 4
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 4 3 3 3 4 3 3 4 4 3
#> [2,] 0 2 5 4 5 5 9 1 7 6
#> [3,] 0 0 5 3 5 7 5 0 4 6
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 4 4 2 5 3 4 4
#> [2,] 5 1 7 5 5 6 5
#> [3,] 6 0 5 5 6 6 7
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 3 3 2 4 3 3 3 2 3 4 3 3 3 3
#> [2,] 1 4 2 1 2 5 6 0 2 1 2 0 0 0
#> [3,] 0 0 6 5 5 0 0 2 4 2 2 0 4 0
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 2 3 3 3 1 4 5 4 3 3 3 2
#> [2,] 4 9 1 4 6 5 4 3 7 6 2 2
#> [3,] 2 3 1 7 5 7 6 6 5 2 2 3
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 2 4 4 4 3 3 3 3 3 3 2
#> [2,] 4 3 3 7 2 5 2 3 5 4 3 7
#> [3,] 3 4 7 6 3 5 5 6 5 5 7 6
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 4 4 4 2 2 3 2 2 2 3 3 4
#> [2,] 4 4 1 4 4 2 7 7 4 2 6 2
#> [3,] 7 6 6 3 5 6 6 4 8 4 7 5
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 4 4 3 1 3 3 3 3 3 2 3
#> [2,] 4 6 7 4 6 5 6 4 8 3 5 2
#> [3,] 4 6 6 4 6 3 7 3 7 6 6 5
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 2 4 3 2 3 4 3 2 3 3 4 2
#> [2,] 7 5 2 5 3 3 7 2 3 5 7 2
#> [3,] 5 4 1 4 7 7 4 1 4 3 3 4
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 2 4 3 4 2 4 3 4 3 4 4 4
#> [2,] 7 2 6 6 7 8 4 3 5 3 3 3
#> [3,] 6 5 6 6 7 7 6 1 4 4 6 5
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 3 4 3 3 3 4 2 3 3 3 3
#> [2,] 3 5 3 4 7 4 6 7 4 3 7 2
#> [3,] 5 7 6 2 5 2 5 5 7 0 5 4
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 4 3 4 2 3 2 3 3 3 2
#> [2,] 5 4 4 1 5 8 4 7 4 5
#> [3,] 5 5 4 6 6 2 6 2 7 6
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 4 3 5 3 2 2 2 3 3 3
#> [2,] 1 0 7 5 4 4 7 4 8 7
#> [3,] 0 0 7 4 6 5 6 5 5 4
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 4 4 3 2 2 4 5 3 5 3
#> [2,] 5 5 7 5 4 5 6 6 7 3
#> [3,] 4 5 4 4 6 5 6 5 4 6
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 4 3 3 3 4 2 3 4 3 3
#> [2,] 2 4 6 3 3 5 4 5 5 3
#> [3,] 1 5 6 1 3 5 3 3 5 6
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 2 3 3 2 4 3 5 4 3 3
#> [2,] 3 6 6 2 2 6 5 6 3 3
#> [3,] 4 5 7 2 4 7 6 5 4 1
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 4 4 3 2 3 4 3 3 3 4
#> [2,] 1 7 7 5 4 3 4 6 3 5
#> [3,] 2 0 5 6 5 4 5 5 1 3
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 4 3 4 4 3 4 2 4 4 3
#> [2,] 8 5 6 5 4 1 5 6 5 4
#> [3,] 7 6 6 6 6 4 6 6 5 7
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3 4 3 2 4 5 4 3 3 4
#> [2,] 6 4 6 6 7 6 5 6 5 2
#> [3,] 5 5 4 6 8 6 7 5 6 7
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 4 3 3 3 4 2 3 3 4 4
#> [2,] 6 3 4 6 5 3 4 3 2 6
#> [3,] 8 3 5 6 8 3 5 6 6 5
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 4 3 3 3 3 3 3 4 3
#> [2,] 6 6 1 6 2 6 5 2 5 4
#> [3,] 4 3 6 4 5 6 7 4 6 7
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 4 3 3 5 4 2 3 4 2 3
#> [2,] 5 3 6 5 5 6 5 4 4 0
#> [3,] 4 8 3 6 6 7 5 5 4 6
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 2 3 2 4 3 4 3 2 3
#> [2,] 3 1 6 6 5 1 3 0 2 3
#> [3,] 6 5 5 2 7 1 0 1 6 6
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 3 4 2 4 4 4 3 3 3 3
#> [2,] 3 4 3 3 6 4 6 5 8 7
#> [3,] 8 6 5 1 3 5 6 8 3 5
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 3 3 3 3 5 4 4 3 4 3
#> [2,] 7 5 8 5 5 6 6 5 4 5
#> [3,] 8 8 7 4 5 8 5 5 7 8
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 4 4 3 3 4 5 4 3 2
#> [2,] 4 4 1 3 4 0 2 4 3 6
#> [3,] 6 4 7 6 3 0 4 4 4 4
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 4 4 3 3 3 3 3 4 4 4
#> [2,] 4 7 6 5 6 4 5 8 5 6
#> [3,] 8 5 7 3 6 5 4 4 5 5
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 3 3 3 3 4 3 4 4 3 2
#> [2,] 2 1 6 6 5 4 6 5 4 5
#> [3,] 6 2 7 4 5 3 4 6 7 5
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 2 4 3 4 3 3 3 4 3
#> [2,] 8 8 6 5 7 6 8 8 6 6
#> [3,] 7 7 5 5 5 7 8 5 6 7
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 3 4 4 3 4 3 5 4 4 4
#> [2,] 4 3 5 6 6 6 7 4 7 5
#> [3,] 6 5 5 7 7 5 4 5 7 3
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 2 3 3 3 3 4 3 4 4
#> [2,] 0 0 4 3 3 2 7 0 8 6
#> [3,] 0 0 4 3 7 9 7 0 5 7
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 3 3 4 4 4 4 4
#> [2,] 4 0 6 4 6 6 4
#> [3,] 5 0 6 5 7 6 6
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 3 3 2 3 2 4 3 3 3 3 2 2 3 2
#> [2,] 0 3 3 2 3 5 7 1 4 1 2 0 0 0
#> [3,] 0 0 8 3 7 1 0 2 4 2 1 0 3 1
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 1 3 3 3 3 4 3 3 2 3 3 2
#> [2,] 3 7 2 4 5 5 4 3 8 5 1 3
#> [3,] 2 3 2 7 4 6 6 5 6 3 2 2
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 2 3 3 2 4 4 4 2 3 2 2
#> [2,] 5 2 3 7 3 4 3 4 6 5 4 6
#> [3,] 3 3 6 6 4 6 4 7 5 5 8 6
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 3 3 3 2 3 2 2 3 2 3 1
#> [2,] 3 4 2 4 4 2 7 7 3 1 5 4
#> [3,] 5 6 6 3 4 5 6 5 8 5 5 4
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 5 2 3 1 3 3 3 4 4 3 3
#> [2,] 5 5 9 5 6 5 6 6 6 2 5 2
#> [3,] 4 6 5 4 6 3 6 3 6 6 6 5
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 2 4 4 3 2 2 2 2 3 3 3 2
#> [2,] 5 5 3 6 4 2 7 2 2 5 6 2
#> [3,] 5 3 0 5 7 7 5 1 4 3 3 3
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 2 3 3 3 3 2 4 3 4 3 4 4
#> [2,] 5 2 6 5 8 8 3 1 4 3 3 4
#> [3,] 6 5 7 6 7 8 6 2 4 4 3 6
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 4 3 3 4 4 4 2 3 3 4 4 3
#> [2,] 3 6 4 4 7 4 6 7 5 2 7 3
#> [3,] 6 6 6 2 6 2 5 4 6 0 4 3
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 4 2 3 2 3 2 2 3 2 3
#> [2,] 7 3 3 1 5 7 3 8 4 5
#> [3,] 5 3 4 6 6 1 5 3 7 6
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 3 2 3 2 2 3 3 3 3 2
#> [2,] 0 0 7 4 4 4 8 4 7 6
#> [3,] 0 0 8 4 6 6 6 5 5 4
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 3 3 3 2 3 3 4 3 3 3
#> [2,] 4 4 6 4 4 5 5 5 5 3
#> [3,] 4 5 4 5 6 5 5 5 3 6
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 4 4 3 4 3 3 3 3 3 3
#> [2,] 3 4 4 4 4 5 4 6 6 3
#> [3,] 2 5 7 1 2 6 4 3 6 6
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 3 4 2 3 2 2 3 3 3 2
#> [2,] 4 6 7 2 2 5 4 5 4 2
#> [3,] 4 5 7 1 4 7 6 5 4 1
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 3 3 2 5 3 3 3 3 4 4
#> [2,] 1 5 5 5 4 2 3 7 3 5
#> [3,] 2 1 7 4 5 4 5 5 3 3
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 3 3 3 3 3 5 3 4 4 3
#> [2,] 7 3 5 5 3 1 4 7 3 4
#> [3,] 6 7 4 5 7 4 7 5 5 6
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3 4 3 2 3 4 2 2 2 2
#> [2,] 6 5 6 4 8 5 3 8 5 3
#> [3,] 5 5 4 6 7 6 7 6 6 7
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 3 3 2 3 3 4 3 4 4
#> [2,] 6 2 3 6 6 2 5 4 2 5
#> [3,] 7 3 5 7 7 3 5 6 5 5
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 4 2 3 4 3 3 3 3 2 3
#> [2,] 5 7 1 6 2 5 4 2 5 4
#> [3,] 5 5 7 4 5 7 8 4 5 7
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 3 4 4 4 4 2 3 3 4 5
#> [2,] 4 3 6 6 5 5 7 5 5 0
#> [3,] 4 7 3 6 6 7 5 5 4 4
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 4 3 3 3 2 3 3 2 3
#> [2,] 2 2 6 6 5 0 3 0 5 3
#> [3,] 6 4 5 3 8 1 1 1 6 6
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 3 3 3 3 3 4 3 3 3 3
#> [2,] 2 3 3 1 8 4 7 6 7 8
#> [3,] 8 5 6 0 3 4 6 8 4 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 4 3 3 4 4 3 3 3 3 3
#> [2,] 8 6 8 5 7 4 6 5 4 5
#> [3,] 7 7 6 4 5 6 6 5 8 6
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 4 4 3 3 4 4 4 4 3
#> [2,] 5 3 3 3 5 0 2 3 2 6
#> [3,] 6 5 6 9 4 0 5 4 4 4
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 3 5 4 4 4 4 3 3 5 4
#> [2,] 5 8 6 4 7 3 5 7 6 6
#> [3,] 7 4 6 5 5 5 5 4 4 5
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 2 3 3 3 3 3 3 3 3 3
#> [2,] 2 0 5 6 6 3 6 5 3 4
#> [3,] 6 3 7 3 6 3 4 6 8 4
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 2 2 3 4 4 3 2 4 3
#> [2,] 6 7 6 5 7 5 8 8 7 7
#> [3,] 6 6 5 4 5 7 7 6 8 7
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 3 2 4 3 3 3 2 4 3 3
#> [2,] 4 2 4 4 5 6 7 5 7 5
#> [3,] 5 5 4 9 6 5 4 5 8 3
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 3 3 3 3 3 4 2 3 3
#> [2,] 0 2 3 3 3 2 7 0 7 9
#> [3,] 0 0 4 4 6 6 6 0 5 8
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 4 3 3 3 3 3 4
#> [2,] 3 0 6 4 6 7 3
#> [3,] 5 0 5 5 5 6 5
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 3 2 3 4 3 3 3 3 3 4 3 3 2 3
#> [2,] 1 5 6 2 4 4 5 0 2 0 3 0 0 0
#> [3,] 0 1 6 3 8 0 2 1 5 2 1 0 1 1
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 2 3 3 2 3 3 3 3 3 3 4 3
#> [2,] 2 8 2 2 4 4 3 4 6 6 2 3
#> [3,] 1 4 1 8 4 6 6 4 6 2 0 2
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 3 3 3 3 3 4 2 3 3 4 3
#> [2,] 5 1 4 8 3 5 4 3 4 4 4 6
#> [3,] 3 4 5 6 3 5 4 6 6 5 7 5
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 2 3 3 3 2 3 3 4 3 3 3 3
#> [2,] 4 5 3 5 5 1 7 8 4 0 5 4
#> [3,] 5 8 6 2 5 6 6 6 6 7 4 4
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 5 3 3 3 3 3 2 3 3 3 4 3
#> [2,] 5 5 8 4 5 4 7 5 6 4 6 3
#> [3,] 4 5 4 5 6 3 6 4 6 7 5 6
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 2 3 3 3 3 3 3 2 3 2 3 3
#> [2,] 5 4 3 6 5 3 8 1 2 4 7 3
#> [3,] 5 2 0 5 7 5 4 1 5 3 4 3
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 3 4 3 4 2 3 3 3 3 3 3 2
#> [2,] 7 1 7 4 5 6 6 2 6 1 4 2
#> [3,] 7 5 7 4 7 7 5 2 5 4 4 5
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 3 3 3 4 4 2 4 4 4 3 3
#> [2,] 4 5 3 5 7 5 7 8 5 2 6 2
#> [3,] 8 6 5 3 6 1 4 5 7 1 4 3
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 3 2 3 3 4 2 4 3 3 3
#> [2,] 7 3 4 2 5 6 4 8 4 5
#> [3,] 4 3 4 7 7 2 6 3 7 7
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 3 3 5 3 3 3 3 3 3 4
#> [2,] 0 0 6 4 3 4 7 4 5 6
#> [3,] 0 0 7 3 5 6 7 5 4 4
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 3 3 4 3 3 3 3 4 3 3
#> [2,] 4 5 6 4 4 4 5 5 4 4
#> [3,] 4 5 2 5 5 4 5 6 7 6
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3 3 4 3 4 3 3 2 2 3
#> [2,] 4 3 5 3 4 5 2 7 7 3
#> [3,] 0 6 7 1 3 7 5 3 8 5
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 4 4 3 4 3 4 3 3 3 3
#> [2,] 4 5 6 2 1 7 4 6 5 4
#> [3,] 4 4 7 1 3 8 7 6 3 2
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 3 3 3 3 4 3 5 3 4 3
#> [2,] 0 8 7 6 3 3 3 6 2 6
#> [3,] 2 0 7 3 5 3 5 4 1 5
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 3 3 4 3 2 3 3 2 3 4
#> [2,] 7 4 7 4 4 1 3 6 5 4
#> [3,] 7 7 3 6 6 6 6 7 5 6
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 4 3 3 4 3 3 2 3 4 3
#> [2,] 5 5 4 5 6 6 3 6 5 4
#> [3,] 6 5 4 7 7 6 6 5 5 7
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 4 3 3 3 3 3 3 4 3
#> [2,] 5 2 3 5 6 3 3 2 2 5
#> [3,] 7 3 6 6 7 2 6 6 4 6
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 3 4 3 3 3 4 4 3 5
#> [2,] 4 5 1 8 3 4 4 2 5 3
#> [3,] 4 4 6 3 6 5 8 5 5 6
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 2 3 3 4 3 3 4 3 3 3
#> [2,] 4 3 7 3 5 5 5 7 6 1
#> [3,] 5 6 4 7 8 7 6 5 5 4
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 4 3 3 4 4 3 3 4 3
#> [2,] 4 2 5 6 5 1 3 0 4 5
#> [3,] 6 5 6 2 8 1 0 3 8 6
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 4 3 3 4 4 3 3 3 3 2
#> [2,] 2 3 4 3 7 4 5 5 6 8
#> [3,] 5 5 5 1 2 5 7 6 4 5
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 4 3 3 3 2 3 3 3 4 4
#> [2,] 7 5 6 6 7 6 6 5 4 4
#> [3,] 7 8 6 4 6 7 5 5 6 8
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 3 2 3 3 3 2 3 3 4
#> [2,] 5 3 2 2 4 1 1 2 1 4
#> [3,] 5 5 6 7 3 0 4 4 5 4
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 3 3 4 4 2 3 3 3 3 3
#> [2,] 3 6 5 6 5 5 5 5 6 5
#> [3,] 7 5 5 5 5 5 4 5 5 5
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 4 3 2 3 3 4 4 3 3 4
#> [2,] 3 0 6 6 6 5 7 5 3 5
#> [3,] 6 2 7 4 5 3 4 6 8 3
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 3 2 3 4 2 3 4 3 3 2
#> [2,] 8 9 6 5 8 5 7 7 6 8
#> [3,] 7 6 5 4 7 7 7 6 6 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 4 3 4 4 4 3 3 2 3 3
#> [2,] 4 2 4 5 6 6 6 4 6 4
#> [3,] 8 5 7 6 6 4 4 5 7 2
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 3 3 3 4 4 4 2 3 3
#> [2,] 1 1 4 3 3 4 8 1 8 7
#> [3,] 0 0 4 4 5 5 5 0 6 6
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 3 3 3 3 4 3 4
#> [2,] 3 0 6 4 5 8 4
#> [3,] 5 0 5 5 5 5 7
#>
#>
#> $sigma2_omega
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.19461491 0.11098387 0.10063940 0.12251930 0.43040060
#> [2,] 0.26689938 0.06092588 0.05629122 0.03301053 0.11557816
#> [3,] 0.09484761 0.05990403 0.08598888 0.04671381 0.06441129
#>
#> $s_
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.3334371 0.14553216 0.04713080 0.13668081 0.41834857
#> [2,] 0.7508032 0.08451216 0.04167622 0.02177584 0.03628188
#> [3,] 0.2230955 0.12611613 0.11247977 0.03049631 0.09901791
#>
#> $sigma
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.7836059 1.2413914 0.8624464 1.1419590 0.8259283 1.2079492 1.0086098
#> [2,] 1.1975330 0.9435337 0.9580189 1.5280903 1.1456642 0.8526945 1.5007175
#> [3,] 1.1560638 1.0796808 0.7079329 0.9510511 1.0960219 0.8965817 0.9348442
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.265124 0.7544656 1.2054017 1.1804889 0.9025306 1.3390416 1.0160607
#> [2,] 1.111568 0.7993667 1.1367651 0.7092869 1.1692952 0.7630427 0.6144449
#> [3,] 1.001403 0.9201024 0.9455044 1.0964917 0.8527175 1.4081508 0.7206328
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.043741 1.1350005 0.7609207 0.9555936 0.7792742 1.2478862 1.1543708
#> [2,] 1.490854 0.9056674 0.8908297 0.8774517 1.6620867 0.9256072 0.5893675
#> [3,] 1.043195 1.1982690 0.8039498 1.1812670 0.7108950 1.6291804 0.4520367
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.2121013 0.8811748 0.9856224 0.8229758 0.8563629 0.9318444 1.1144376
#> [2,] 0.6530418 0.9677008 1.0924733 0.8534317 1.2955102 0.8448092 0.6069732
#> [3,] 1.7311152 0.6743785 1.7695578 0.6002998 1.2945609 0.7913131 1.4007819
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.9499907 1.239471 0.8544946 1.1668409 0.9601425 1.0265109 1.117236
#> [2,] 0.9478178 1.831443 0.5571659 0.9008314 1.6251873 0.9758921 1.073969
#> [3,] 0.9025777 1.028521 0.8586073 1.1794562 0.9842648 1.0522987 1.305817
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.9133370 0.6921296 1.1268188 0.9614984 0.7045211 0.9083985 1.0511044
#> [2,] 1.0240891 1.0172923 1.0109078 1.4135891 0.7062009 0.7847086 0.7819946
#> [3,] 0.7847221 1.2429885 0.8893273 0.9905766 0.8554464 0.9700304 0.9097655
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.8763191 1.0272067 0.8904063 1.3021297 1.058269 1.2865557 0.9232742
#> [2,] 0.8493768 0.9692493 1.1884520 1.0700734 1.567104 1.3145006 0.9818497
#> [3,] 1.6184037 0.6407094 1.0592042 0.9615405 1.035212 0.9137923 0.8152715
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.7581344 0.9600721 1.092022 0.9797673 0.9562374 0.7181547 1.088726
#> [2,] 0.6217394 0.7250174 1.480093 0.6294477 1.1044508 1.2646292 1.233198
#> [3,] 1.2674597 0.6748130 1.008645 1.1911839 0.7625550 1.1219582 1.181057
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.038952 0.7510411 1.1319020 1.0975782 1.1364712 0.9744106 1.0215841
#> [2,] 1.787330 0.6970108 0.7559249 1.2084010 0.7411606 1.0741111 1.3895940
#> [3,] 1.295761 0.7200983 1.0861006 0.7198518 0.8603201 0.9884042 0.6803697
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.902700 0.9648117 0.9452241 1.0344224 1.2413916 1.1786574 0.8556705
#> [2,] 1.253113 0.7175438 0.6835086 0.9987196 0.8321147 1.2327317 1.7659274
#> [3,] 1.570842 0.7979800 1.6629739 0.7714054 1.1576371 0.8630262 1.2840443
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.2770315 1.223277 1.0896853 0.9916194 1.251362 0.8820194 0.8635058
#> [2,] 1.3063822 2.101394 0.9414336 0.9537769 1.136260 1.2038757 0.9545206
#> [3,] 0.8452127 1.419478 0.8809560 0.7807865 1.062552 0.9581128 1.4048884
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.0834996 0.9030947 1.1094495 1.0874765 1.326572 0.7248355 0.8316320
#> [2,] 1.0998734 1.2291262 0.8414470 0.8519785 1.089829 0.5834621 0.9489477
#> [3,] 0.6569689 1.5450442 0.7148564 1.1932239 1.047393 0.9117358 1.1070824
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.3134620 0.9144207 0.8512020 0.7071165 0.8698046 1.3752925 1.2756385
#> [2,] 0.9972683 0.8887582 0.8167036 0.5539247 0.8849488 0.9358862 0.8710358
#> [3,] 0.7450936 1.2937252 0.7880974 0.9752073 0.7523552 0.9064901 1.0273536
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.9746897 0.8966843 1.034756 0.9222297 0.6137529 1.0055803 1.1418508
#> [2,] 1.4180065 1.3217547 1.412316 0.8836462 0.6929054 0.9011639 0.6674599
#> [3,] 1.3139402 0.8910505 1.127626 0.6480200 1.1104244 1.0605966 1.1346436
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.1566784 0.9107066 0.9726706 0.9748068 0.9321229 0.9759908 1.006166
#> [2,] 0.8726028 1.4784607 1.3378292 0.9299089 1.6009072 0.5548408 1.846053
#> [3,] 0.7523945 1.2866092 0.8273480 1.2535482 0.9185567 1.2688173 1.113757
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.0902550 1.0428526 1.0729601 1.105261 0.8883931 0.9563875 0.9188875
#> [2,] 0.7574390 0.7759577 1.1529189 1.592852 0.7645450 0.9328099 1.2092134
#> [3,] 0.7156148 0.8772882 0.9692757 1.174630 0.9723543 1.1243788 1.0007236
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.1723924 0.9666523 0.9029446 1.0421211 1.0284776 0.9403702 0.6364146
#> [2,] 0.7617636 1.0843436 0.6944831 0.8003673 1.0810533 1.0780539 1.1250467
#> [3,] 1.0906427 0.9452145 0.9934012 1.2203324 0.8374573 1.0945449 0.8123374
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.912896 0.8290771 1.076580 0.9017730 1.329896 1.3028411 0.9099504
#> [2,] 1.092931 0.9484559 1.403018 0.9259973 1.104024 0.6120931 0.8673545
#> [3,] 1.207196 0.9222862 1.272056 0.9399562 1.008515 1.4070336 0.7832226
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.037000 1.242153 0.9764624 1.008649 0.8523169 1.027601 1.1025820
#> [2,] 1.225356 1.371618 0.7603572 1.120181 1.0028471 1.125335 0.8110351
#> [3,] 1.044637 1.427445 0.6451781 1.667011 0.5733125 1.160271 0.8661191
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.8619153 0.9961168 1.029136 0.8151718 0.8247418 0.9135266 0.9224515
#> [2,] 0.7146597 1.2992894 1.261196 0.8742028 0.8225436 1.2512163 0.8646254
#> [3,] 1.2763457 0.8994447 1.081577 1.0219167 1.1069251 0.7682097 1.1330422
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.7382620 0.925603 0.9156182 1.0871416 0.8620308 1.0326754 1.0162730
#> [2,] 1.0813732 1.521935 0.8488755 0.8386742 1.6060331 1.0560080 0.9248179
#> [3,] 0.7890775 1.110100 1.7280331 0.6594727 1.2269854 0.9683308 1.1803599
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.8772773 1.3368031 0.9945947 1.0005120 0.9796185 0.8769028 1.048403
#> [2,] 1.0998231 1.1860174 1.1731892 1.5780075 1.3115734 0.8133941 1.795141
#> [3,] 0.7236541 0.9710241 0.8077848 0.9295541 1.0479820 0.8708863 1.186007
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.9567721 0.9232677 0.7998707 0.8283830 1.1852015 0.9358364 1.304662
#> [2,] 0.9617156 0.5000462 0.8311500 1.0216882 1.2559690 1.3240909 1.285043
#> [3,] 0.8564287 0.9606217 1.4475395 0.9664336 0.9107681 0.8002434 1.623367
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.1308238 1.119907 1.2402407 0.6353840 1.057292 1.1149274 1.084206
#> [2,] 0.6878198 0.936636 0.9367443 0.9928363 1.156352 0.7857107 1.572663
#> [3,] 0.8641630 1.532038 0.8216404 1.0757154 1.066157 0.8989274 1.240195
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.8412913 0.8699844 1.0163381 1.0093301 0.9262438 0.9343866 0.8400271
#> [2,] 0.8346967 0.8393764 1.6114146 0.9327285 0.8302459 0.8418898 1.3016450
#> [3,] 0.7985356 1.0772837 0.9367227 1.0648722 0.9477074 0.7490519 1.3554525
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.8202306 1.3616014 1.2392852 0.9760488 0.9508586 0.6591858 1.0264553
#> [2,] 0.6443433 0.6667825 0.7274593 1.4146709 0.7889671 1.2117638 0.5447568
#> [3,] 0.4908328 2.0349399 0.5281982 1.9153057 0.6607578 1.5336276 0.6289539
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.025356 0.9565186 1.036851 0.8990397 0.9663693 1.0812269 0.9017569
#> [2,] 1.093786 0.9144464 0.920724 1.4494160 0.9785991 1.1098752 1.2854286
#> [3,] 1.921649 0.4620132 1.048702 0.7137260 1.2750616 0.6331624 1.4801902
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.9816611 0.8238297 1.052502 1.2594651 0.9731977 0.8416734 0.9506345
#> [2,] 0.6984384 0.5526819 1.332486 0.4280002 0.8637859 1.2868380 0.7071267
#> [3,] 0.5127881 1.4082281 1.009557 0.8852966 1.0443205 0.8103281 0.9858718
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.3585469 1.7296151 0.6953537 1.145202 0.9744298 0.9083434 0.876507
#> [2,] 0.9358862 0.5720595 1.6401602 1.198921 0.8735186 1.0005296 1.348249
#> [3,] 1.0291584 1.0870288 0.6378363 1.807702 0.4807962 1.4784590 0.882858
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.8556825 0.8871910 0.9876076 0.8830438 1.1891557 1.3765506 1.1114826
#> [2,] 1.0168991 0.8823872 0.5572003 0.7983702 0.7478851 1.3934198 0.8741143
#> [3,] 1.1043749 0.7086840 0.9365592 1.1910200 1.0635546 0.7780089 1.1023671
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.0628234 0.7860662 0.9804615 1.1971693 0.9416460 1.2100720 0.8971162
#> [2,] 0.9947141 1.0129590 1.2739779 0.7491334 0.6837854 0.8994576 0.6895221
#> [3,] 0.8978241 1.5899169 0.9266520 1.4441604 0.9341764 1.0284183 0.9728585
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.122959 1.0736736 1.230131 0.7561581 0.7478816 0.957027 0.9945571
#> [2,] 1.066352 0.9081780 1.034619 1.5359185 0.9783279 1.346957 0.9350410
#> [3,] 1.014844 0.9432336 1.343432 0.7003576 0.9679453 1.263243 1.1123168
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.8905486 0.7446679 0.9745750 1.263468 0.9012063 0.8478922 1.092625
#> [2,] 1.1075452 0.7154821 0.4980738 1.815751 1.4700747 1.0934964 1.369702
#> [3,] 0.7252730 1.2063801 0.7451648 1.141580 1.0419016 1.0242539 1.318484
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.7512253 1.0829174 0.8526498 1.212107 1.0962855 1.0130570 1.2789258
#> [2,] 1.3668896 0.7839001 1.1315788 1.858929 1.5127792 1.0582086 1.0773174
#> [3,] 0.6998716 1.7864662 0.5156943 1.962747 0.6877455 0.9510887 0.9120987
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.9523107 1.0153085 1.0901696 1.316533 1.1931384 1.1393734 1.4150084
#> [2,] 0.6606715 1.0240955 0.7080921 1.970740 0.9786215 1.1044117 1.0334807
#> [3,] 1.0899785 0.6371249 1.4158538 0.901585 1.1814788 0.9090681 0.9710538
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.8420282 1.0662832 1.0128601 1.2469185 0.8627917 0.8167520 1.0601957
#> [2,] 0.9769711 0.7061803 0.6791845 1.3966393 0.9915990 1.0224106 0.8077949
#> [3,] 1.1723401 1.1268862 1.0594699 0.8114782 1.1169307 0.8029318 1.5186079
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.1477130 0.8086434 1.156501 0.9648583 1.1342246 1.3007959 0.7623474
#> [2,] 0.7107813 1.0197989 1.534787 0.7734769 0.6087775 0.8003049 0.6592518
#> [3,] 0.8240317 0.7934265 1.386355 1.0281169 0.9075939 1.3171973 0.7773732
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.7475186 0.8954351 0.8327999 0.7665500 0.9035115 1.1763277 1.0545938
#> [2,] 1.1139250 0.7778570 0.9078765 1.3500368 1.2793602 0.6377406 1.4356856
#> [3,] 1.1232526 0.8019309 0.8697347 0.9784945 0.8492728 1.1436854 0.8710436
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.8803143 0.7343622 1.023478 1.1886909 1.223247 0.9413508 1.0240162
#> [2,] 1.4170093 0.9277192 1.431573 0.7298386 1.050991 0.5668631 1.1570174
#> [3,] 0.9858373 0.8095453 1.351089 0.6759067 1.086284 1.0839502 0.7406608
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 1.031382 0.7693637 1.0897856 0.8282673 0.8707677 0.9229533 1.492617
#> [2,] 1.164355 2.1149038 0.7835802 0.9315495 1.2937169 0.4487954 1.040372
#> [3,] 1.099934 0.9458444 0.7133343 1.5937535 0.7798009 1.2107128 1.075303
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.9646804 1.214064 1.1114264 0.9000924 0.8044428 1.4743508 1.098199
#> [2,] 1.2272056 1.454570 0.8756755 0.7046667 1.0789710 1.5141475 1.158111
#> [3,] 0.6584773 1.396027 0.6141740 1.1484893 1.1951883 0.7358828 1.343332
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.8711543 1.1225459 0.8420708 1.0201714 1.3035901 1.1315759 0.9263464
#> [2,] 1.0867906 1.0939780 0.8222964 0.8820854 1.2930336 1.0581479 1.1029634
#> [3,] 1.3091574 0.7381485 1.0036825 1.2446641 0.9053969 0.9346158 0.8072905
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.8732735 1.0548609 1.0659099 0.9900627 1.219210 1.1106019 0.6528440
#> [2,] 0.5925779 0.6568234 1.0251717 1.5975933 1.741630 0.7232683 0.6532954
#> [3,] 1.0343271 0.7106558 0.9341432 0.8524927 1.560558 0.7338144 0.9209941
#> [,302] [,303] [,304] [,305]
#> [1,] 1.3490299 0.9475393 0.8016336 0.9466762
#> [2,] 1.6177494 0.7719262 1.4906493 1.0038571
#> [3,] 0.9295339 1.5092514 0.9904155 1.0777232
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.9215508 1.0044871 0.8153879 1.1749456 0.8902807 1.2319857 1.002497
#> [2,] 1.1883040 1.1688899 0.7351325 0.9480909 1.0150071 0.7957720 1.041730
#> [3,] 1.0953261 0.9112044 1.1019767 1.0697303 0.9608840 0.9334071 0.797674
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.1130277 0.9746336 0.9999712 0.9300525 1.0641215 1.104304 0.8294060
#> [2,] 1.1099314 0.8267851 1.3770421 1.2010696 1.3126987 1.188116 1.2381629
#> [3,] 0.9031362 1.2290158 0.8670877 0.9415847 0.9399029 1.354792 0.6460451
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.011108 1.2133841 0.9957617 0.8433560 0.6726565 1.146020 1.2730823
#> [2,] 1.068701 0.7218023 0.6746064 0.9471077 1.4835517 1.127065 1.0737462
#> [3,] 1.196356 1.0168895 0.7855849 1.2099640 0.7849592 1.675867 0.7948333
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9584296 0.7877333 1.240321 0.9599880 0.9220946 0.9723747 0.7801407
#> [2,] 1.0179535 0.9995763 1.280367 1.4541944 0.9522240 0.9909712 0.9900833
#> [3,] 1.6913904 0.6211937 1.512097 0.5982827 1.3567765 0.8002789 1.2237459
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.3328880 1.284769 0.8968396 1.004863 1.0288549 0.9455166 1.0026148
#> [2,] 0.9107780 1.295979 0.8861172 1.076957 0.7857406 0.9417819 1.2944564
#> [3,] 0.9021655 1.237605 0.8916288 1.392510 0.7887350 1.2169991 0.9148428
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.8762218 1.0452675 0.7650933 1.204885 1.0107022 0.8694627 0.9272033
#> [2,] 0.9848478 0.4950715 1.0933637 1.854149 0.8749745 0.6319545 0.8806165
#> [3,] 0.9440616 1.0768052 0.7824124 1.799878 0.5936168 1.4461980 0.7764556
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.8437093 0.9872183 0.7721392 0.8730519 1.1399546 1.242342 0.9409116
#> [2,] 0.9042738 1.2179983 0.6661263 1.3378863 0.9158556 1.561926 0.9484662
#> [3,] 1.5930736 0.6805198 1.6774610 0.5467333 1.9352272 0.487036 1.8154129
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.8416076 0.9392105 1.134939 1.1106065 1.1457926 0.6526915 1.1714618
#> [2,] 0.7793336 1.0876653 1.066410 0.8892535 0.9968339 0.8234133 0.9028368
#> [3,] 0.9100719 0.8339374 1.110166 1.2000979 0.7885964 1.4368846 0.7380169
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.091158 0.7941661 0.9830597 0.9617887 0.9451224 1.0480816 1.0683556
#> [2,] 1.098990 0.7898669 1.0989480 1.2623816 0.9790797 1.0336310 1.2173102
#> [3,] 1.709472 0.6680798 1.1767741 0.8039774 1.2469762 0.9209839 0.7795269
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.452248 0.8022302 1.0064550 1.1544891 1.3086968 1.4471650 0.6762263
#> [2,] 1.408449 0.5941026 0.8061446 0.9064229 0.9907858 0.9489462 1.2735593
#> [3,] 1.334560 0.9811577 0.9754223 1.1318589 1.1189371 0.8737336 0.9843819
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.9496816 0.7135422 1.0131987 0.6071798 0.9276032 1.2461474 0.9322986
#> [2,] 1.0363715 1.2762323 1.5069539 0.9524272 1.3906752 0.9440996 0.7700143
#> [3,] 0.9088553 1.0445695 0.9611619 1.2848818 0.7767606 1.4012958 0.9062791
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.916054 0.9535103 0.9060537 1.1498658 1.184463 1.2050528 1.142400
#> [2,] 1.440978 0.9153615 1.5636036 0.7912431 1.384275 1.0238837 1.158810
#> [3,] 1.216513 1.1468117 1.1036382 0.8370109 1.194176 0.9310465 1.024471
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.0969079 1.1938667 1.0159053 1.138668 0.9981928 0.9663364 0.9932607
#> [2,] 0.7172311 0.9565443 0.8387540 0.757426 0.9547754 1.0766374 0.7763890
#> [3,] 1.3695936 0.9332299 0.9296101 1.111579 1.0195827 1.0242272 0.9661016
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.7227143 1.0549492 0.9651059 1.1848699 0.8543770 0.9365367 1.0031817
#> [2,] 1.1576347 0.9058434 0.8926642 0.9870076 0.8242895 1.3301299 1.0890224
#> [3,] 1.1302725 1.0891103 0.7860996 1.3787727 0.9483027 0.9832757 0.9532547
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.2093222 0.8608186 1.0350987 1.0449163 0.9330589 0.8124798 1.047860
#> [2,] 1.0909111 1.0096333 0.7309473 0.8529875 0.9164908 1.0353374 1.022922
#> [3,] 0.8792277 1.6979508 0.5931326 1.5679277 0.7474435 0.9171002 1.516633
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.7757231 0.9077125 0.8193836 1.051572 1.2890958 1.572329 0.9604712
#> [2,] 0.9694696 1.2213128 0.9103135 1.693403 0.8668112 1.046515 1.2406858
#> [3,] 0.6019780 1.8254264 0.6617778 1.456220 0.9458428 1.230096 0.7650627
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.0917759 0.7759172 0.8690743 1.0523761 0.9930632 0.9153378 0.9364131
#> [2,] 0.7747816 0.6418644 1.1603278 0.8080560 0.9733935 1.0314058 1.2470555
#> [3,] 1.1791491 0.8929481 1.2010802 0.9370625 1.0811317 1.0278621 1.0095522
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.9797073 1.058146 0.9536434 0.7804992 1.2599016 1.345560 0.8769919
#> [2,] 0.9917383 1.001589 1.1390299 0.8180471 1.2758563 1.175304 0.7876883
#> [3,] 0.7405165 1.186895 0.7228764 1.2775121 0.8411108 1.180525 0.8921731
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.0885027 0.888076 1.1417438 1.2020393 1.117284 0.9661401 1.0907389
#> [2,] 0.9912767 1.080382 0.7479541 1.0875666 1.109736 0.8584124 0.8211408
#> [3,] 1.2846413 0.938769 0.9983363 0.9027323 1.043200 0.8553752 1.2144910
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.7573746 1.0836007 1.1486270 1.000678 0.9823833 0.9612592 0.9003802
#> [2,] 0.6066454 1.3162626 1.0232819 0.789102 0.9658498 0.7920049 1.4077913
#> [3,] 0.8484958 0.9782519 0.9249958 1.412410 0.8989279 1.0398578 0.8003541
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.0266546 0.9938565 0.9784222 0.8298811 1.4189237 1.076303 1.0728517
#> [2,] 0.8364583 1.2783681 1.2711470 0.9552414 1.4700605 1.013137 0.8780263
#> [3,] 1.2544949 0.8915227 0.9453147 1.1292744 0.9335564 1.159086 1.1600927
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.7347990 1.126559 0.969228 0.7089811 0.8681768 0.9806104 1.327187
#> [2,] 1.1468934 1.188877 1.154163 0.6740887 0.8147280 0.8822529 1.081050
#> [3,] 0.8401147 1.471268 0.619298 1.1786221 0.8096205 1.0686293 1.381555
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.0286152 0.9790063 0.9039520 1.1740161 1.3122761 0.8735089 1.390244
#> [2,] 1.0584484 1.0826800 0.7822349 1.0492267 0.8996518 1.7153316 0.584085
#> [3,] 0.8292883 0.9905728 0.9913481 0.8081404 1.0295369 0.9994680 1.367329
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.1837403 0.9250722 1.0970185 0.8185911 0.9113687 1.2548379 1.110229
#> [2,] 0.7145179 1.1476521 0.8199373 1.0107673 0.7391525 0.8823191 1.342875
#> [3,] 0.7450367 1.4602350 0.8429164 0.8825661 1.2034839 0.8501281 1.733911
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.8144410 1.4320793 0.9682523 0.8761496 0.924630 0.9395963 1.073514
#> [2,] 1.1379275 0.9515275 1.0885403 1.1823804 1.256681 0.7301687 1.569883
#> [3,] 0.6822871 1.2522227 0.9705760 0.9945887 1.078797 0.9230759 1.060878
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.9978110 1.0051741 0.8440756 1.156371 0.8142904 0.8392789 1.067243
#> [2,] 1.0115132 0.8255047 0.5569076 1.220399 1.1803509 1.2035296 0.884219
#> [3,] 0.7953639 1.0848582 1.0731894 1.048589 0.7438677 1.1569124 0.819710
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.2355732 0.6179869 0.7757904 0.9432569 1.5684454 1.1369937 0.8422803
#> [2,] 0.8774173 1.1683305 0.9087174 1.1866345 0.7402594 0.8892247 1.2677203
#> [3,] 1.6784158 0.5140593 1.5586897 0.5762174 1.6397912 0.6423714 1.8213599
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.0954558 0.9170153 1.3416442 0.8572328 0.913690 1.087867 0.8481387
#> [2,] 0.9235148 0.6104156 0.9111072 0.6062744 1.013572 1.336512 0.8385452
#> [3,] 0.5708881 1.4235569 0.9100283 0.8381536 1.047461 1.307784 0.7634827
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.9581565 0.9842096 0.9351395 0.7872636 0.9295746 1.194238 1.1509269
#> [2,] 1.3473549 0.9048265 1.4871553 1.5555381 1.1493032 1.468506 0.8628126
#> [3,] 1.3560173 0.8001589 0.9181166 1.3422024 0.8225282 1.256749 0.8520919
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.7984158 1.0905155 0.9819282 0.8210385 1.2019045 1.0395598 0.7558994
#> [2,] 1.0869377 0.7927633 0.8199547 0.8055646 0.6284014 0.7662775 0.6074968
#> [3,] 1.3099325 0.8157052 1.1132212 0.6827316 2.0308271 0.6127601 1.6367071
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.0283162 0.6517490 0.9855822 0.9098494 1.2543800 1.1962518 0.8125857
#> [2,] 0.6622934 1.0171307 1.2304012 1.0213007 0.9941201 0.8335124 0.7582394
#> [3,] 0.8464628 0.9043362 0.9518318 1.3091494 1.0696062 1.1543368 0.7544832
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.9244424 0.8994278 1.363282 0.7394104 1.126180 1.1961738 0.964994
#> [2,] 0.9136926 0.9395452 1.545801 1.2338772 1.069494 1.0593301 1.000031
#> [3,] 1.1373827 0.7279402 1.310966 0.8324011 1.276907 0.8381579 1.537147
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.1398514 1.058190 1.0330564 0.9101796 0.9943632 0.9006171 0.9816214
#> [2,] 0.9722743 1.079713 0.9108549 1.4410215 0.9989783 0.8093831 1.1667055
#> [3,] 0.8871042 1.560055 0.7228756 1.2198023 0.8174447 0.9181007 1.3995018
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.8027346 1.414020 1.295809 1.288410 0.904853 1.2117156 1.0367705
#> [2,] 0.9854851 1.056163 1.550591 1.929579 1.121299 0.9627243 1.0857939
#> [3,] 0.9390329 1.107366 1.097989 0.929887 1.182169 0.9599404 0.8752304
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.9763169 1.0762301 1.2797713 0.8982237 0.8683852 1.2746956 1.179400
#> [2,] 0.9487167 0.8006877 0.5552486 1.1226748 0.9677396 1.1879729 0.888562
#> [3,] 1.4402375 0.8060964 1.2249391 0.8323259 1.2314243 0.7828891 1.195566
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.2895582 1.2131359 0.8687183 1.0862141 1.2720885 0.8340299 1.1161368
#> [2,] 1.0108158 0.6732906 0.6397087 0.6836866 1.1137898 0.9145332 1.0130726
#> [3,] 0.7543868 1.2293713 0.7541518 1.5584003 0.6399346 1.6310967 0.6001164
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.1336159 1.0290204 0.9764741 1.0615152 1.026697 0.7576164 0.8196319
#> [2,] 0.8782384 1.1826450 1.0015930 1.4523996 1.080186 1.1925248 0.8930086
#> [3,] 1.2232682 0.7900748 1.1931087 0.6882744 1.234133 0.9555293 1.1997294
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.8649323 1.0214675 0.7799270 1.004489 0.8784338 1.2215180 0.8013299
#> [2,] 1.1567754 1.2100698 0.8746805 1.009116 1.1344455 0.9878058 1.0071954
#> [3,] 1.0661630 0.8964628 1.1043984 1.039634 0.8731995 1.1368049 0.7718728
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.8359272 0.5508516 1.0990290 0.5898309 1.2753481 0.7613561 1.3429065
#> [2,] 0.8036408 0.8479192 1.3147833 1.1175022 0.9184059 0.6010960 1.1645306
#> [3,] 0.8256617 1.0993536 0.8625083 1.0965356 0.6667736 0.9972880 0.7790112
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.8485282 0.6990542 0.9496711 1.2390124 0.8807302 0.8128436 1.2096790
#> [2,] 0.9533408 1.9422743 1.2472627 1.1578544 1.0433696 0.8852691 0.8186596
#> [3,] 1.2936164 0.8682775 1.0820792 0.7743724 1.2397385 0.7013935 1.3858218
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.9944194 0.8792823 1.4828348 1.039081 0.8371627 1.1744809 1.4113888
#> [2,] 1.0158267 1.2342378 1.1337598 1.064675 0.8932257 0.9102222 1.1139008
#> [3,] 0.7456181 1.6791766 0.7936488 1.189479 0.8771995 1.1206205 0.8824905
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.2397316 0.9569644 0.7030715 0.9158232 0.8617685 0.7392812 0.9153338
#> [2,] 0.9960326 1.1211519 0.7723111 0.6922829 1.1097374 1.2283871 0.7028226
#> [3,] 1.1703136 0.8611461 0.8614242 1.6616093 0.5825274 1.6488788 1.0066236
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.1584453 1.0590942 1.0548995 1.1416578 1.1601015 1.2044721 0.8975217
#> [2,] 0.9165376 0.9125120 0.8272001 0.7417453 1.5307674 0.7756498 1.2720784
#> [3,] 0.9224155 0.9561562 1.1137066 1.0461028 0.9232613 0.8419739 1.5221008
#> [,302] [,303] [,304] [,305]
#> [1,] 1.2912139 1.0162450 1.3565595 1.180651
#> [2,] 0.8549938 0.8534563 0.9469974 0.761090
#> [3,] 0.8128405 1.1890485 1.0714096 1.281747
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.199436 0.9355136 0.7936857 1.1135348 0.8807488 1.0168895 1.1025979
#> [2,] 1.004568 0.9703423 0.9257090 0.8633557 1.1389125 1.0586492 0.9650321
#> [3,] 1.285441 0.7881201 0.8570350 0.8776884 1.1742136 0.9730352 0.8315596
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.8240178 1.017275 0.9454446 0.7449879 1.1023217 0.9789591 0.8531005
#> [2,] 1.4509530 1.193033 1.3239329 1.2359089 1.7368712 1.4400574 1.1711264
#> [3,] 1.0066731 1.084653 0.6859541 1.0232224 0.9620155 1.5098629 0.6898762
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.6877967 0.9741174 1.2131222 1.0854938 0.8452973 1.1682241 0.9112933
#> [2,] 1.2849051 0.8575851 0.7813511 1.0202295 0.8694898 1.5912896 1.2523227
#> [3,] 1.2488707 1.0874716 0.9994332 0.9583455 0.9657317 0.8849927 1.1720067
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.8781264 0.9943967 1.171120 1.1629339 1.0448537 0.9387981 0.9610896
#> [2,] 0.8086684 1.2723738 1.286806 0.8934452 0.9703635 1.2917875 0.9692375
#> [3,] 1.0395532 1.0390064 1.292585 0.8647292 0.9669165 1.3081923 0.8298382
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.1026520 1.2479374 0.8940617 1.0871871 1.0001072 1.1681246 0.8511666
#> [2,] 0.8068415 0.7479813 0.9669085 0.9237371 0.6726553 0.9046044 1.3702457
#> [3,] 0.8548162 1.2672019 0.6884670 2.2219284 0.5427696 1.6022013 0.8102053
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.0634543 0.8426534 0.8418479 1.3716763 1.2112609 0.9259596 0.9871909
#> [2,] 0.7902638 0.8372447 1.0906329 0.8965036 0.7835412 1.0471776 1.1535270
#> [3,] 1.4468158 0.7320077 1.0048377 1.6264159 0.5616191 1.4816977 0.7474023
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.8255553 0.9249103 0.8721599 0.6807544 0.8603675 0.8623191 1.2028253
#> [2,] 0.7439872 1.5891590 0.8373622 0.6804738 0.9049104 1.7198563 0.7823128
#> [3,] 1.1221580 1.1593297 1.0434187 1.0240039 1.0111807 1.1979652 1.0695493
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.7010389 0.8588164 0.9250065 0.9588895 1.1526601 0.6926396 0.8615202
#> [2,] 1.3615487 0.8860686 1.2180185 1.4648579 1.0724626 1.4499112 0.9295229
#> [3,] 0.7495789 1.1674863 0.8956675 1.2540574 0.8569406 1.1345843 0.5568484
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9465977 1.2317306 1.007318 1.241675 1.065107 0.8909528 0.9255253
#> [2,] 1.2148718 1.6598644 1.150429 1.250906 1.239618 1.0568342 1.2564619
#> [3,] 1.6075109 0.5632934 1.393877 0.770158 1.337363 0.8501848 0.9832410
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.175499 1.3301439 0.9247051 0.9029334 0.9800982 0.7437276 1.2419596
#> [2,] 1.067591 0.6911940 1.0119989 0.9484480 0.9361975 1.0335472 1.4854706
#> [3,] 1.583158 0.8998762 0.7746257 1.4963187 0.8470202 1.3874679 0.9503004
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.0269117 0.8422483 0.9799497 0.9449099 0.8417016 0.9633205 0.9537066
#> [2,] 0.9761812 1.4871168 0.9272330 0.8562918 1.1185312 0.8862926 0.9719746
#> [3,] 1.1528684 0.9362124 1.1040113 0.7768457 0.9842197 1.1103051 0.8953688
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.1521910 0.9055216 0.9963210 1.0993553 1.016381 1.0870806 0.8694647
#> [2,] 1.0822089 0.6167128 0.7431296 0.8295323 1.087719 1.1053562 1.3817454
#> [3,] 0.9624108 1.0335043 1.0705960 0.7859178 1.396286 0.6752679 1.5966860
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.0885465 1.1189115 1.3027115 0.9577196 1.2312621 1.2733418 1.1119836
#> [2,] 0.9301792 0.8842593 0.6812180 1.3268861 0.8301686 0.9070302 0.9592204
#> [3,] 0.6241976 1.5391394 0.7918465 1.3124182 0.9859009 0.9014154 1.0937866
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.4504262 1.0411984 1.0687036 0.9684218 1.0004751 1.1021761 1.091603
#> [2,] 0.7413660 0.9766234 1.2753608 1.0464624 0.6235203 1.2669864 1.379173
#> [3,] 0.9249276 1.5327792 0.7641508 1.2976783 0.7900372 0.6740161 1.390931
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.0045148 0.8746982 0.8372741 0.8083249 0.9861230 0.7652326 0.8109748
#> [2,] 0.8012312 0.7946216 0.7151779 1.0158732 0.8349425 0.6865366 1.2428720
#> [3,] 0.8151746 1.2057265 0.8686198 0.8153906 0.9997873 1.0143114 1.2020364
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.2053218 1.0880490 0.9362458 1.177034 1.0145766 0.8671199 0.8195365
#> [2,] 0.9925921 0.7143283 0.7695525 1.527925 1.0249341 1.3202493 1.1452581
#> [3,] 0.5478045 1.9952858 0.6081484 1.595338 0.8179997 1.1592285 0.9368247
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.8042308 0.8172689 1.0139511 0.8497456 1.3068209 1.002164 0.9886162
#> [2,] 0.9642402 0.8911277 0.8187591 0.8978309 1.6137265 0.922573 0.7812465
#> [3,] 1.1666412 1.0266982 0.8877251 0.7797385 0.9300348 1.482988 0.6880748
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 1.001724 0.9540078 0.603250 1.1637027 1.118776 0.9878048 1.0769353
#> [2,] 1.126589 0.8334781 1.310098 0.9589386 1.008927 1.1376281 1.4684744
#> [3,] 1.213445 0.8978822 1.316116 0.8841681 1.228663 1.1359454 0.9191338
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.9585974 0.9636295 1.047067 0.8925979 0.9762225 1.2343043 0.7924506
#> [2,] 1.1166046 0.7230744 0.578838 1.4247606 0.7915939 1.3213406 1.1268594
#> [3,] 0.7574663 1.1079109 1.169668 0.8274565 1.2799467 0.8500234 1.1792012
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.9533494 0.9796716 0.8955609 1.1695799 0.9134740 0.9512729 1.234308
#> [2,] 1.2617429 0.9529568 0.9533424 0.9818798 0.9738218 0.9576794 1.038068
#> [3,] 1.0254497 0.6862470 1.2559348 1.0930336 0.7638853 1.2136997 0.940817
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.8150541 0.9999485 0.8654285 0.8350775 1.3459045 1.067079 0.7528261
#> [2,] 1.1244905 1.1648809 1.0748010 0.8619658 1.3824366 1.196296 1.3537429
#> [3,] 0.9637790 0.8371420 1.1380489 0.8697951 0.9045737 1.194050 1.0538551
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.1066867 1.247583 1.0617131 0.8012089 0.9280878 0.9174993 0.9892367
#> [2,] 1.0173616 1.087766 0.9876417 0.8011709 1.2208438 1.4378605 0.7391782
#> [3,] 0.8184603 1.573731 0.5868545 1.6764065 0.9113333 1.3789483 0.8049340
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.224229 1.0602086 0.981247 1.4693053 1.214470 1.1071983 0.9569800
#> [2,] 1.140898 1.2313079 1.390466 1.0313433 1.277812 1.0275369 0.7871674
#> [3,] 1.095490 0.8998432 1.248775 0.7710265 1.657181 0.7699609 1.2391890
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.1242806 1.0504520 1.4065342 0.8348292 1.4576760 1.2499355 0.9660257
#> [2,] 0.8189013 0.8391444 0.8187096 1.1914384 0.7456988 0.6653494 0.9164630
#> [3,] 0.9666756 1.0968267 0.8464661 1.0788821 0.7718743 0.9663202 1.1559763
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.1217213 1.3276161 0.9513222 0.8070674 0.9476851 1.3249585 1.1490053
#> [2,] 1.3468132 1.1482904 0.8375970 1.0211376 1.3032813 1.1206953 0.8013578
#> [3,] 0.9684993 0.9723563 0.8850036 1.1993505 0.8535904 0.9627551 0.9949887
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.7786195 1.0788937 0.8375102 1.0100600 1.0736787 1.1006768 0.9116033
#> [2,] 0.9262454 0.9793870 0.5855601 1.0262383 1.4755694 0.8006661 1.0256037
#> [3,] 1.4619631 0.9569558 0.8677794 0.9373458 0.8579442 1.1361838 0.6886580
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.0147458 1.1259683 1.119562 1.0137873 1.0478773 1.2276476 1.039079
#> [2,] 0.9486707 1.1711097 1.294376 1.1151376 0.7825189 0.8930178 1.177841
#> [3,] 1.4413575 0.5601856 1.094107 0.8389965 1.6375043 0.6218225 1.554796
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.9915902 1.0241770 0.8713309 0.9243402 1.087804 1.044249 0.9206130
#> [2,] 1.4321313 0.6515349 1.0925096 0.7149080 1.318415 1.254084 0.8633440
#> [3,] 0.5225117 1.7535376 0.7623246 1.1086506 1.058614 1.630573 0.7672657
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.9649948 1.0441597 1.4821802 0.894971 1.1185993 1.437096 1.2579725
#> [2,] 0.9117090 1.0363131 0.8725897 1.977556 1.4865089 1.211526 0.7873104
#> [3,] 1.0721639 0.9010106 0.7260417 1.316816 0.6771482 1.577189 0.6979105
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.8085582 1.0367706 1.0113268 0.8978791 1.0600857 0.9115191 1.0954369
#> [2,] 1.1323785 1.4943166 0.6682666 0.6328043 0.6475036 0.5964847 0.8191884
#> [3,] 1.1850019 0.8635179 1.3050888 0.6279035 1.6822177 0.7302107 1.1773024
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.1124499 0.9672353 0.9368519 0.9184626 1.0173951 1.066107 0.809659
#> [2,] 0.8588289 0.6773794 1.0742729 0.8790423 0.9617755 1.016836 1.238713
#> [3,] 0.7585405 1.1780794 0.8849662 1.2173890 0.8302213 1.242860 0.765023
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.8411699 0.9431209 1.0429833 1.0313670 1.1389242 0.9808963 1.0795655
#> [2,] 0.6163263 0.8442471 0.8425553 0.9873301 0.9821844 1.4089227 1.0555192
#> [3,] 1.7567454 0.5879288 1.4448215 0.7261235 1.0858422 0.7375559 0.9136275
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.8821183 0.8524045 0.9949810 0.9190669 0.9447062 0.9113948 0.9932216
#> [2,] 0.9875857 1.0913106 0.8385375 1.2050715 1.1316002 0.7820435 0.8642776
#> [3,] 0.8599969 1.3587694 0.6225781 1.5755245 0.7931540 1.4857598 0.7648019
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.2435477 1.2798102 1.0309475 0.9514052 1.1124745 1.0710082 1.0734178
#> [2,] 0.9681775 0.9297414 0.8293712 0.8087436 0.8829293 0.7651607 1.2128353
#> [3,] 0.7870579 0.9148854 1.0317473 0.7909949 0.9466711 1.3669791 0.6994198
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.007120 1.0705060 0.9414301 1.2218679 1.1889428 1.086847 1.0642544
#> [2,] 1.482869 0.9713264 1.0869731 0.9610128 0.9259305 1.220596 1.2656136
#> [3,] 1.301023 0.8484150 1.0460810 1.0250985 0.9577595 1.044399 0.9003617
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.1264862 1.2121038 0.8993202 0.9899607 1.2689241 1.043088 0.9116171
#> [2,] 1.0061533 0.8562417 1.0909331 1.0313559 1.3662011 1.051100 1.0659887
#> [3,] 0.9448078 1.0762291 0.6193615 1.5290841 0.6993523 1.641157 0.7482965
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.430960 1.0738483 0.9730657 1.0189682 1.305608 1.4537466 0.9515677
#> [2,] 1.640190 1.0311119 1.2418880 0.9731214 1.071294 0.7140822 0.8984034
#> [3,] 1.137914 0.9685527 0.9734776 0.8181230 1.124894 1.2137754 0.7030392
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.9112136 1.094904 0.9632327 1.1847253 0.9474298 1.117463 1.1865291
#> [2,] 0.9241891 1.009091 1.1718999 0.6852757 0.9947500 1.074400 1.1846722
#> [3,] 1.0596427 1.032494 0.7946041 1.3147298 0.7300836 1.463117 0.7676161
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.8775159 0.7454552 0.9246416 0.7754309 0.9139836 1.1085694 0.9996035
#> [2,] 0.8174515 1.3268048 0.6920840 0.9812889 1.1245951 0.8119207 0.9218849
#> [3,] 1.1933795 0.8989739 0.9192804 1.3123117 0.8876424 1.1049182 1.1513852
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 1.1241798 1.246854 0.8412981 1.2295649 0.8905887 0.9135415 0.9426690
#> [2,] 0.8830631 1.301458 1.1154217 0.8543992 1.0191198 0.6232999 0.6793734
#> [3,] 1.0368560 1.337080 1.1598233 0.6263604 2.0363073 0.6305940 1.5469395
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.2006343 1.0091436 0.9987338 1.000121 0.8572537 1.6423718 1.1943782
#> [2,] 0.8758921 0.9733762 0.9497349 1.405431 1.5526132 0.7585017 1.2467791
#> [3,] 0.4162203 2.1868717 0.5597461 1.687060 0.9159743 1.1523606 0.7043538
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.0890353 0.9680395 1.0559360 1.112287 0.9230981 1.013871 1.0965260
#> [2,] 0.9635541 1.4524571 0.9991734 0.961501 0.8949847 0.951454 0.7688558
#> [3,] 1.0881284 0.8882646 0.9011577 1.661226 0.7406869 1.622987 0.7965868
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.152014 0.9115128 0.8337977 0.9813154 0.9441635 1.0279834 1.366712
#> [2,] 1.347017 0.8214147 1.3954063 0.9604173 1.8131348 0.8961463 1.145858
#> [3,] 1.362638 0.9493186 1.0710638 0.8506807 1.2151563 1.0760489 1.166471
#> [,302] [,303] [,304] [,305]
#> [1,] 0.9920861 0.8838340 1.0397138 1.4743420
#> [2,] 0.9742456 0.9043944 0.9949078 0.6822358
#> [3,] 0.8846872 1.1628211 1.0454160 0.8848573
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.0055311 0.9914511 1.159560 0.9748552 1.124097 1.0743073 1.119787
#> [2,] 0.9032204 0.8770775 1.030666 0.7642595 1.093447 0.8863672 1.475468
#> [3,] 1.0468344 0.8972434 1.324356 0.8116789 1.127098 0.9368094 0.991005
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.9993189 0.9255554 1.0222549 1.004613 1.0880319 1.0192882 0.9875157
#> [2,] 1.2891312 1.2733755 1.3042267 1.080201 1.4375095 1.5784753 1.4355935
#> [3,] 0.7433529 1.3583733 0.8971859 1.060804 0.9910014 0.9226236 1.0645615
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.8327828 1.042067 1.090798 0.9609677 1.0091919 1.0490496 0.9946212
#> [2,] 1.1655838 1.172499 1.015028 0.8707230 0.8636125 0.7165713 0.8854228
#> [3,] 1.0755732 1.128141 0.869802 1.3884698 0.8758581 1.2954652 0.7989879
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9495413 0.9296411 0.9939985 1.1030541 1.102564 1.0034987 0.9285899
#> [2,] 0.9727141 0.9606418 0.8141621 0.9333148 1.115580 1.2956916 0.9068085
#> [3,] 0.9285860 0.7687024 1.4635520 0.5886628 1.565682 0.8760984 1.0888580
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.0210404 0.996645 0.8177561 0.9083595 1.0332924 0.9012613 0.8657789
#> [2,] 1.0158634 1.152792 1.1800388 1.3177814 1.0984299 1.3305081 1.1141067
#> [3,] 0.9257824 1.127398 0.7436875 1.3759077 0.7084714 1.4425985 0.8015397
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.9743768 1.0298829 1.1089926 0.8822312 0.9588087 0.9034454 0.9851580
#> [2,] 0.9283222 0.9656559 0.9388536 1.2750545 1.0116980 1.2142263 0.7938154
#> [3,] 1.0134581 1.1119047 0.8366823 1.0284633 1.0092790 1.1272172 0.6164976
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.8830131 1.2628748 0.9399783 0.9885737 0.8826597 0.9939151 1.029882
#> [2,] 1.3980136 0.9754142 1.0821541 1.0949412 1.0609022 1.1689858 0.923978
#> [3,] 1.3957656 0.8077971 1.3647822 0.7177279 1.4045243 0.7043240 1.006658
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.8532225 1.1305147 1.1033658 0.9791058 1.1701605 1.018531 1.2652298
#> [2,] 1.0415165 0.8884311 1.0675324 1.2797505 1.1209143 1.097176 0.9518047
#> [3,] 1.1011849 0.9867411 0.9155514 0.9487579 0.8661127 0.962269 0.7965286
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9185339 1.0915569 1.0825761 0.9214294 1.098301 0.9512675 0.8246265
#> [2,] 1.2236263 1.3306771 0.9659248 1.0717619 1.064133 1.1150341 0.9490770
#> [3,] 1.0528410 0.8159741 1.3571574 0.6916146 1.133177 0.9374240 0.8306448
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.0593102 1.0981388 1.115247 1.0183153 1.1263066 1.009425 0.9352538
#> [2,] 0.9823584 0.9695218 1.119955 0.9090212 1.2420663 1.045794 1.1542843
#> [3,] 1.2822664 0.8238376 1.169122 0.8240648 0.9407939 1.150535 0.8762482
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.9694418 0.8396423 0.9201299 1.0556195 1.0281200 1.184424 1.0173529
#> [2,] 0.9446650 1.2313418 1.1882084 1.1719845 0.8888899 1.005064 1.1297724
#> [3,] 1.0779142 0.9927653 1.1681352 0.7829307 1.3912034 1.116416 0.7828726
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.0224190 0.8367525 1.060036 1.0747097 1.0874242 0.9680669 1.0484109
#> [2,] 1.1080599 0.8498090 1.218973 1.0112045 0.8289277 1.2588005 0.8291084
#> [3,] 0.8826724 0.9018145 1.352153 0.6890764 1.4973216 0.7489231 1.3570271
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.1376820 0.9474860 0.9542014 0.8019515 0.9368921 1.224501 1.1485262
#> [2,] 0.7319641 0.7989286 0.8999685 1.0519808 0.8874586 1.074677 0.9572267
#> [3,] 0.6284814 1.8022914 0.6407118 1.5913819 0.7226632 1.073036 0.9878142
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.0103508 0.9842435 1.2034902 1.062982 0.9452831 1.0370741 1.167358
#> [2,] 0.9105384 1.1576262 1.1614368 1.016734 0.7415069 0.9587409 1.322137
#> [3,] 1.1183440 0.9984114 0.9613064 1.019848 1.2229602 0.8391762 1.238858
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.9139878 1.0094884 1.1427352 1.0409129 0.8720108 0.9999638 1.1892955
#> [2,] 1.3816887 0.8503102 1.0950264 0.9331511 1.0571368 0.7173151 1.1093305
#> [3,] 0.9791537 1.0082260 0.8282393 1.1643834 1.0597678 1.0699714 0.9925299
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.9728756 1.0775070 0.8980530 1.102104 0.9460585 1.010139 0.8170222
#> [2,] 1.0721119 0.9137107 0.8881763 1.049344 0.8241352 1.173220 1.2198645
#> [3,] 0.8589421 1.2302351 0.7323064 1.414008 1.0091209 1.108131 0.8576366
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.9129855 0.8042640 0.9261009 0.9673196 0.9185374 1.077435 1.0281188
#> [2,] 0.9172437 0.9500065 1.1647366 0.8810049 0.9299158 1.115582 0.8134623
#> [3,] 0.8916441 1.2906023 0.9522349 0.9688246 0.7633375 1.284315 0.6944917
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 1.006221 1.1528630 0.9825577 0.9405800 1.008696 1.0933712 1.0703182
#> [2,] 1.313121 0.9480389 0.8529495 1.0413636 1.161336 0.9958312 1.1425235
#> [3,] 1.412847 0.6505782 1.3688628 0.9247451 1.167348 1.1204359 0.9526377
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.9823112 0.9680361 1.0986143 1.2477229 1.066657 1.1080408 1.045349
#> [2,] 0.9930359 0.7801446 0.9537402 1.1497026 1.011157 1.2313297 1.043251
#> [3,] 0.9804928 0.9298987 0.9666101 0.7626702 1.220976 0.8516032 1.387825
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.021440 1.0187002 0.8912436 0.9821074 0.9751153 1.0559295 1.0876029
#> [2,] 1.177375 0.8025012 0.9730328 1.1545492 0.9562124 0.9547622 0.8462495
#> [3,] 0.725378 1.3814922 0.9109532 1.1753337 0.7596982 1.1462858 0.8435146
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.9682874 1.0001768 1.0422703 0.9922402 1.0302204 0.9033522 0.9547176
#> [2,] 0.8832770 0.9869525 0.9655761 1.1339775 1.3211791 1.1303338 0.8893402
#> [3,] 1.1980586 0.8864679 0.8898848 1.2152747 0.7577844 1.0867537 0.8713309
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.9210888 1.0416744 1.1628188 1.014687 1.1465152 1.118336 0.9386619
#> [2,] 1.0587480 0.9517288 0.7163628 1.063976 1.2027685 1.054038 0.8236263
#> [3,] 0.9164910 1.2473729 0.5898708 1.524852 0.7157976 1.365091 0.6718435
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.1302966 0.8243607 1.0071243 1.0276582 0.9168579 0.9221438 1.0869445
#> [2,] 0.9140034 1.1078375 0.8386983 0.8985191 0.9275747 1.4956844 1.1973550
#> [3,] 1.1249446 0.9743065 0.9179472 1.2693508 0.9665553 1.0214815 0.7898617
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.0432824 0.7910828 1.0122721 1.1620314 1.0255584 0.9841188 1.0711129
#> [2,] 0.5354461 0.8841926 0.8092203 0.8209164 0.8228839 0.8508593 0.7899028
#> [3,] 1.1986080 0.7788301 1.1287110 0.9332918 1.1270632 0.6737428 1.2860766
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.2442383 1.1563371 0.8952301 1.0534811 0.9830906 0.9804754 0.7443774
#> [2,] 0.9710610 0.8897771 0.9436836 1.3098138 1.0941641 1.1461775 0.8775374
#> [3,] 0.9725503 0.7563190 1.1934742 0.8118461 1.3261768 0.8550840 1.2509584
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.8695330 0.9928014 0.9483395 1.0943330 1.2248761 1.2394297 1.0976155
#> [2,] 0.9102913 0.7397461 0.8467067 0.7728965 0.8984354 0.7586226 0.8165824
#> [3,] 0.9121359 0.9641031 0.9996490 1.0663311 0.8837793 1.3173523 0.5907776
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.068952 0.9952596 0.8201992 0.9264840 1.0354042 1.0235680 0.9645640
#> [2,] 1.094210 1.3453121 1.0054806 0.8573541 0.9052577 0.9004893 0.9570187
#> [3,] 1.220893 0.7394567 1.3722013 0.6140402 1.1565138 0.8203422 1.1340978
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.0365061 1.1240166 0.9748480 0.9293687 0.9811137 0.9832926 0.8748356
#> [2,] 1.1580942 0.6458673 1.0553375 0.8637133 0.9605125 0.9508518 1.1415995
#> [3,] 0.9447307 1.4633923 0.7929002 1.3356989 0.6675949 1.4499058 0.6634178
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.0490662 1.0173565 0.8518063 0.8056960 0.9729468 0.9630219 1.1309835
#> [2,] 0.9906608 0.8246753 1.0699736 1.3801933 0.7952253 0.8945862 0.9651435
#> [3,] 1.2984881 0.8913066 1.1438383 0.7754846 1.2357030 0.8997659 1.2343288
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.8758504 0.8289886 1.069089 1.1032459 1.0511616 1.1086781 0.8922443
#> [2,] 0.8962099 1.1569842 1.401200 1.0093815 0.7134673 0.9723092 0.8784619
#> [3,] 0.7778763 1.1055802 0.930558 0.7795052 1.0605533 0.8296430 1.3326116
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.017552 0.9509111 1.1105099 1.005561 1.0092449 0.7896907 1.0516044
#> [2,] 1.088683 0.9059937 0.7651597 1.042384 1.2852300 1.1306091 1.0978558
#> [3,] 0.888544 1.0815599 0.8074523 1.253933 0.7138169 1.5248713 0.6735867
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.8932465 1.0495183 0.9629912 0.9470204 0.9507162 1.0657219 1.1894148
#> [2,] 0.9896815 0.9361848 0.8328868 1.1359183 0.8327809 0.9899523 0.9007288
#> [3,] 1.3967654 0.7811939 1.0571321 1.0442275 1.1202012 0.7918558 1.3307961
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.9796854 0.9982678 0.9986935 0.8068919 1.2928558 1.166948 1.1514916
#> [2,] 1.3278552 0.9027300 1.0752070 1.0553765 0.9316244 1.063345 1.0933630
#> [3,] 0.6769349 1.2750627 0.6725214 1.3662849 0.6171379 1.624663 0.7905745
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.9972447 0.8747338 0.9810095 0.8784277 1.0657919 0.9942270 1.1278255
#> [2,] 1.0424312 1.3526311 0.8414955 1.2268382 0.8586898 0.9421918 0.8150786
#> [3,] 1.4312684 0.8086972 0.8591033 1.1439224 0.8316653 1.3086338 0.9893668
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.057776 0.9440780 0.9709473 0.9298537 1.029439 0.8346767 0.9249820
#> [2,] 1.194773 0.8139268 1.1714630 0.7640685 1.169956 1.2219855 1.0779757
#> [3,] 1.017679 1.1694104 0.8849998 1.0239133 0.820377 1.1353344 0.8862874
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.1565626 0.9669520 1.0477592 1.1175294 0.9602298 0.8904891 0.9936059
#> [2,] 1.0582687 0.8649573 0.8578997 0.8994347 1.0775520 1.6951154 1.0662256
#> [3,] 0.9651369 0.9727660 0.8776404 1.0411563 0.9765782 0.9344228 0.7331716
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.862007 1.1806895 1.016374 0.9719243 1.1120576 1.1309571 0.9115999
#> [2,] 1.568893 0.9906755 1.209431 1.0822476 0.8378349 1.0067925 0.8389194
#> [3,] 1.389020 0.6406219 1.391813 0.8114412 1.1756389 0.6968259 1.5727334
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 1.0508096 0.8339128 1.1176094 0.9920261 1.0921111 1.0410212 0.9952553
#> [2,] 0.8218598 1.3630486 1.1828719 1.1701343 0.8476917 0.9525404 0.8935804
#> [3,] 0.8517877 1.1027312 0.9101728 1.1692818 0.7033707 1.3484264 0.7167434
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.9950524 1.1742568 1.0287764 1.083790 0.9660228 1.0344920 0.9955619
#> [2,] 1.0104282 1.0101594 1.1090230 1.002570 1.1891006 0.9583392 0.8412785
#> [3,] 1.7845434 0.7115276 0.7981129 1.372876 1.1724873 0.8641987 0.9356801
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 1.0658795 1.1304571 0.9705232 1.0099873 0.898612 0.9442333 1.0312142
#> [2,] 0.7863175 0.7065756 1.0138761 1.4369458 1.249340 0.8512992 0.7740936
#> [3,] 1.1395588 0.9402157 1.0670155 0.8572637 1.044758 0.8059510 1.0340992
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.2338903 1.109706 0.9836340 1.0993961 0.8529457 0.8237154 0.8348013
#> [2,] 0.8711266 0.911217 0.7792911 0.9563291 1.0256877 1.1609538 1.3710629
#> [3,] 0.8607438 1.068593 0.7944006 0.9833357 1.0237703 1.1536237 1.0470512
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.8073233 1.046507 0.9722059 0.8653018 0.9132986 1.018414 0.9854365
#> [2,] 1.1448389 1.616487 1.1874850 0.9125464 0.7284528 1.103280 0.9426992
#> [3,] 0.9366511 1.107578 1.0870540 0.8900091 0.9286494 1.300559 0.7520761
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.170179 0.7796045 0.902591 0.8543915 0.991519 0.9124526 0.8069928
#> [2,] 1.356800 0.9902077 1.137653 0.9772752 1.035167 1.0453211 1.0696079
#> [3,] 1.145677 0.7461923 1.257086 0.7035277 1.242909 1.0290436 1.0089932
#> [,302] [,303] [,304] [,305]
#> [1,] 0.8993242 1.114893 0.9904663 0.9019180
#> [2,] 1.1602884 1.023005 1.2539864 0.9531192
#> [3,] 0.9548949 1.119096 0.8174685 0.9657008
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.129819 1.0111887 1.014998 1.0156714 0.9270253 0.8723501 1.000826
#> [2,] 1.243121 0.7766538 1.105855 0.9200264 0.8093276 1.1579553 1.094927
#> [3,] 1.047723 1.0761961 1.090110 1.1132115 1.1775661 0.9488859 1.329659
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.8828491 1.043006 1.0336537 0.8960035 0.8389932 1.005025 1.0319668
#> [2,] 1.1909852 1.049216 1.1541523 1.4104371 1.3253432 1.588254 1.4775301
#> [3,] 0.7154065 1.298382 0.9534528 1.0970412 1.0319800 1.106209 0.9769641
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.9313084 1.127286 1.0637972 0.8904595 1.1054859 0.9312720 0.9696557
#> [2,] 1.0732300 1.295118 0.9050050 0.6809265 0.7665961 0.9768792 0.9838848
#> [3,] 1.1048264 1.085842 0.8380182 1.0668472 0.8174662 1.1101830 0.7681144
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.8926309 1.0708669 0.927980 1.1493969 0.9265473 0.9556406 1.0037929
#> [2,] 1.1097717 1.0509682 0.972103 1.0295037 1.1902885 0.8947815 0.7568028
#> [3,] 1.1499685 0.7613203 1.483485 0.6408176 1.5387983 0.8186451 1.1851650
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.8963484 1.0082052 1.0910538 1.020208 1.2072800 1.070345 0.9514006
#> [2,] 1.0821065 0.9753687 1.0703128 1.001883 1.0549566 1.184593 0.9549267
#> [3,] 0.9333927 1.0270345 0.9289055 1.311237 0.7352569 1.582422 0.7329448
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.9524221 1.0815375 0.9192515 0.9173152 0.8132945 1.0001116 1.1273481
#> [2,] 0.9511856 0.7846938 1.0271740 1.2643989 0.6867859 0.9763365 0.7985527
#> [3,] 1.4175127 0.8907172 0.9124377 0.9608315 1.1065024 1.0675938 0.8534417
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.031975 0.9318697 0.9051340 1.0826286 1.0861249 0.8843028 1.1025060
#> [2,] 1.283801 0.7300771 1.4365289 0.8208585 1.2561380 1.1889178 0.8137107
#> [3,] 1.232305 0.9183238 0.8373566 1.4918291 0.8599168 1.2807401 0.7010988
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.262834 1.0051449 0.9407786 0.9852191 1.1955767 1.1200498 0.9128411
#> [2,] 1.045781 1.3405432 0.9764566 1.2662529 1.1663180 0.7862545 1.0107522
#> [3,] 1.076259 0.8763626 0.9889265 1.1803679 0.9353932 1.1039064 1.0725800
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9565642 0.8751347 0.9470029 1.151054 1.000723 0.9620931 1.0274761
#> [2,] 1.2463014 0.8911890 0.9460789 1.120950 1.440750 1.0886755 1.2199691
#> [3,] 0.8081405 0.9323135 1.0696214 1.035937 1.051706 1.3609370 0.8769815
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.9801540 1.0052245 1.007445 1.1683908 1.0368441 0.9969236 1.1261202
#> [2,] 0.7063161 1.4434361 1.114994 1.0876753 1.0563844 0.8816157 1.1795965
#> [3,] 1.2661687 0.8389601 1.144343 0.8959466 0.9169679 1.1251616 0.8685659
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.9200015 1.0087486 1.0711381 1.0091384 0.9291707 0.9890476 0.9561454
#> [2,] 0.9706595 0.8646345 0.7177231 0.9962578 0.9227089 1.0043208 1.0892638
#> [3,] 1.0734851 1.1653205 1.0501792 1.1492529 0.7509117 1.3791944 0.6853085
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.9520323 0.9256253 1.0297614 0.9432304 1.0375519 0.9766102 1.181965
#> [2,] 0.9980904 0.8430484 1.3659374 1.3103762 1.2251873 1.0325938 1.048009
#> [3,] 1.4129933 0.8365658 0.9366768 1.0734799 0.9237087 1.0797926 1.029294
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.9388855 1.0216733 0.9765166 0.8545869 1.043715 0.9899333 0.8879473
#> [2,] 1.0932617 0.8533565 0.9367376 0.8481771 0.885946 1.1087096 0.8997316
#> [3,] 0.8890944 1.1415251 0.9262332 1.0518669 1.064530 1.0803819 0.8780616
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.086495 0.9580673 1.0305023 1.069960 0.8956573 0.9571913 0.936950
#> [2,] 1.080835 1.0265606 1.2360872 1.000978 0.8037213 1.2767212 1.185440
#> [3,] 1.230609 0.9864425 0.8720065 1.020005 1.0036294 1.0226653 1.079145
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.0598150 1.0338650 1.081984 1.0344461 0.9369433 0.9994729 0.9120134
#> [2,] 0.8363814 0.7799582 1.177481 1.2188123 1.0721803 1.0813483 0.9306963
#> [3,] 1.1162876 0.7402835 1.457053 0.7126971 1.3636254 0.7603519 1.4562320
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.1148909 0.8750412 1.0706407 0.8980647 0.8680148 0.8779426 1.065088
#> [2,] 1.1810265 0.9329948 0.9628701 1.2115483 0.9147624 1.1519140 1.394705
#> [3,] 0.7616038 1.2415894 0.8492743 1.4993150 0.9666155 0.9148641 1.071320
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.9573197 0.8922412 1.0615039 1.016136 0.9349819 1.033275 0.9057520
#> [2,] 0.9407636 0.7347805 0.7811838 1.404118 1.0263262 1.161547 1.1081634
#> [3,] 0.9499049 0.9282555 0.7735241 1.355495 0.6567851 1.645092 0.6506455
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.9130492 0.9010423 1.015761 0.9969796 1.039723 0.9711937 1.122025
#> [2,] 1.1817177 1.0420950 1.056047 1.4211714 1.090869 0.7799477 1.305690
#> [3,] 1.6998485 0.6295537 1.716196 0.8107512 1.197193 0.8486277 1.158093
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.9465383 1.005003 0.9883353 0.896602 1.071592 1.1157962 1.1120495
#> [2,] 0.9785677 1.009371 1.1363593 1.401269 1.011170 0.9802174 0.9785744
#> [3,] 0.8995472 1.066782 0.9921656 1.073999 1.020568 0.7888999 1.1959340
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.0769081 0.9530237 0.9932417 0.9001037 0.8335258 0.9781679 1.0678179
#> [2,] 0.9935649 1.0640054 1.3613861 1.2543473 1.0090876 0.9585132 0.8003571
#> [3,] 0.7778890 0.9913806 1.0926012 1.1037966 0.8995494 1.3415346 0.7203797
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.076851 1.126456 1.0350861 0.8973290 0.9318777 0.9105501 0.9533428
#> [2,] 0.630108 1.070141 0.9243934 1.0508052 1.1046395 1.0751701 1.5039537
#> [3,] 1.250639 0.870437 1.1515358 0.8659353 1.0637090 0.9214254 1.0281768
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.0711135 1.033918 1.0985920 0.9874614 1.1014539 1.1050637 1.0275230
#> [2,] 1.3297292 1.246327 0.9873719 0.9809130 1.2900188 0.9959401 1.0331120
#> [3,] 0.7766956 1.346190 0.5755543 1.4996181 0.7897001 1.5127709 0.6521128
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.9987034 1.0038584 1.0606002 0.9049584 1.2327492 1.1863228 1.0459849
#> [2,] 1.1318670 0.9368313 0.9979766 0.9175089 1.1738789 0.9452694 1.0715325
#> [3,] 1.4477606 0.8828621 0.9506751 1.0516746 0.9281566 1.3297507 0.7953921
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.0604253 1.0073646 0.9467822 0.9331048 1.0148311 1.0399392 1.017210
#> [2,] 0.8040623 1.2460958 0.9423351 0.7581120 1.0016001 0.9928978 1.038846
#> [3,] 1.2331152 0.8438265 1.1341233 0.9023007 0.9667468 0.9939079 1.051359
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.0256151 0.9582719 0.903958 0.8467748 1.0092009 1.0107700 0.9359429
#> [2,] 0.9599453 0.9212521 1.206132 1.2969499 0.7496989 0.7200522 1.1514875
#> [3,] 0.9896295 0.8428446 1.176498 0.8577218 1.3894465 0.7361171 1.2234183
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.0491869 1.0661589 1.0058765 1.026804 0.9148982 0.9947079 1.1745195
#> [2,] 0.8458342 0.9207148 0.7494364 1.198851 0.7729880 1.0473591 1.1273908
#> [3,] 0.8717176 1.3834481 0.7657614 1.543488 0.6303687 1.3002542 0.7367725
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.028098 0.9750174 0.9705807 1.0209454 0.9354637 0.8751434 1.000503
#> [2,] 1.143770 0.9887232 0.8508378 0.8464183 0.8634287 0.9429155 1.149923
#> [3,] 1.332818 0.7258301 1.1789043 0.9062709 0.9888651 1.1958566 0.998412
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.8712525 0.9664470 0.8742419 0.9911210 0.9068764 0.9357616 1.0719896
#> [2,] 0.9554381 0.8334708 0.8931380 0.9336634 1.2994108 0.9658349 1.0675490
#> [3,] 0.8504469 1.2551382 0.7684190 1.2791995 0.8119518 1.3204378 0.9592161
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.8113018 1.1048339 0.9053606 0.9995716 1.1277995 1.1245155 0.9445596
#> [2,] 0.9974995 0.7890555 0.9776975 1.2788576 0.8925075 0.8168297 0.7281673
#> [3,] 1.1083571 0.7375280 1.1592461 0.8193046 1.5617590 0.7592511 1.2266948
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.9370477 0.8714182 1.167727 0.9850755 1.252458 0.9899633 1.1467841
#> [2,] 0.6034343 0.8867799 1.189627 1.3468658 1.104167 0.9441039 0.7669172
#> [3,] 1.0220487 1.1008296 1.064312 0.9650674 1.253597 0.7892352 1.3985816
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.0130153 1.0595793 0.9147263 0.8330774 1.018492 1.015118 0.8926957
#> [2,] 0.8006980 0.9001503 0.8095287 0.9425320 1.359239 1.017523 1.0195036
#> [3,] 0.8096859 1.2805752 0.8315266 1.1105286 0.874897 1.387249 0.8816476
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.045183 0.9697964 0.9777738 0.8966109 0.9922938 0.9991643 1.025966
#> [2,] 1.047159 1.2636470 0.9651238 1.3112683 1.1731209 1.1495310 1.178207
#> [3,] 1.286991 0.6769690 1.3723753 0.8313120 1.3549962 0.8026987 1.119241
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.9378581 1.0314509 1.0273571 1.088321 1.1418215 0.888892 1.1294671
#> [2,] 1.0772890 0.8580171 0.8769094 1.158509 0.6625747 1.002694 1.0568934
#> [3,] 0.9251090 1.1025454 0.7848240 1.078383 0.8841626 1.326629 0.7474382
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.9474001 0.8886522 1.051639 1.1100657 0.973693 1.1772706 1.0929146
#> [2,] 1.0694915 1.0566637 1.078624 1.3517699 1.450241 1.1529025 0.8195639
#> [3,] 1.2656109 0.7888485 1.293942 0.8955286 1.038204 0.8985009 1.0593850
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.1398321 1.0135095 0.9098119 0.9466189 0.9890900 0.9325988 0.8395696
#> [2,] 1.0822542 0.9771946 0.8221669 1.1555187 0.9480490 1.0852256 0.8992103
#> [3,] 0.9105624 1.1223105 0.7964542 1.2916791 0.7065447 1.1959956 0.7579107
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.059733 1.0528048 0.9666497 0.9294642 1.0093215 0.9958206 1.0630239
#> [2,] 1.055520 0.7745804 0.8596942 0.9621483 0.8853819 1.0232904 0.8069218
#> [3,] 1.328042 0.8567973 1.0369002 0.9915662 1.1039859 0.9295474 1.0754747
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.9647223 1.078442 1.0398086 0.9966089 1.1305847 1.0282618 1.079596
#> [2,] 1.0350576 1.005701 0.9061429 1.1801981 0.7935066 1.1641817 1.181172
#> [3,] 1.0187876 1.118055 1.1069060 1.0651514 0.9933854 0.8698436 1.195172
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.9908333 0.9200422 0.9283519 1.039640 1.0166457 0.8755668 1.0594565
#> [2,] 0.9757285 1.0110043 1.2898537 1.326784 1.0130721 0.8964179 0.7990587
#> [3,] 0.9362426 0.9771457 0.8931683 1.232939 0.8483234 1.2131032 0.7623331
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.9903440 1.0576454 0.8676464 0.8639500 0.8689829 1.0369291 1.0720703
#> [2,] 0.9426481 0.7935572 1.1029695 0.7083791 1.0540702 0.7711945 0.8998167
#> [3,] 1.3927146 0.7568905 1.3377819 0.5998906 1.4902545 0.9280687 1.2626350
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.9659434 1.0645468 0.9591595 1.0416017 0.8624831 0.8341632 0.9645151
#> [2,] 0.9813738 0.7521766 0.9216771 0.9641788 1.2458452 0.8376428 0.7880529
#> [3,] 0.8724655 1.0060563 0.9070487 0.9495789 1.2093725 0.8718033 1.1162913
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.0615954 1.1865428 0.9066306 0.9656391 1.1025740 1.037549 0.9954667
#> [2,] 0.8396786 0.8927704 1.3648181 1.4109823 0.9627473 1.265706 1.2411830
#> [3,] 0.8056649 1.0326644 1.0704178 0.8727160 0.8707818 1.399364 0.8142877
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.032177 0.7832954 0.9932871 1.2610927 0.9843427 1.1361995 1.1571126
#> [2,] 1.195885 1.7488970 1.1426380 0.7506562 0.8408262 0.8249826 1.1040157
#> [3,] 1.062618 1.0270694 1.0783654 0.9691061 0.8742042 1.1266476 0.9002854
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.8589075 0.9136885 0.9359557 0.9375149 1.0889893 1.0158998 1.062795
#> [2,] 1.1180259 1.0953487 0.8169808 1.1231503 1.1487674 0.8196795 1.237475
#> [3,] 1.4078114 0.8819088 0.9362080 0.8287218 0.9354279 0.9818320 1.164826
#> [,302] [,303] [,304] [,305]
#> [1,] 0.8879205 1.1307687 0.8067395 1.0589719
#> [2,] 1.1227719 1.0309584 0.8551823 1.0563101
#> [3,] 1.1467992 0.9440994 1.0456820 0.9751021
#>
#>
## ------------------------------------------------
## Method `specify_posterior_bsvar_sv$get_last_draw`
## ------------------------------------------------
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_sv$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
# run the burn-in
burn_in = estimate(specification, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR-SV model |
#> Non-centred SV model is estimated |
#> **************************************************|
#> Progress of the MCMC simulation for 5 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
# estimate the model
posterior = estimate(burn_in, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR-SV model |
#> Non-centred SV model is estimated |
#> **************************************************|
#> Progress of the MCMC simulation for 5 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
## ------------------------------------------------
## Method `specify_posterior_bsvar_sv$is_normalised`
## ------------------------------------------------
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_sv$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
# estimate the model
set.seed(123)
posterior = estimate(specification, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR-SV model |
#> Non-centred SV model is estimated |
#> **************************************************|
#> Progress of the MCMC simulation for 5 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
# check normalisation status beforehand
posterior$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_sv$set_normalised`
## ------------------------------------------------
# This is an internal function that is run while executing normalise_posterior()
# Observe its working by analysing the workflow:
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_sv$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, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR-SV model |
#> Non-centred SV model is estimated |
#> **************************************************|
#> Progress of the MCMC simulation for 5 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