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,] 0.1210298 0.0000000 0.00000
#> [2,] -3.0159215 4.2255610 0.00000
#> [3,] -7.4988880 -0.7306467 25.57644
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 0.1150041 0.000000 0.00000
#> [2,] -14.3842438 20.139758 0.00000
#> [3,] -19.4027242 -4.745764 72.72496
#>
#> , , 3
#>
#> [,1] [,2] [,3]
#> [1,] 0.1139243 0.00000 0.00000
#> [2,] -22.7319405 31.82163 0.00000
#> [3,] -21.5296019 -7.44199 85.69487
#>
#> , , 4
#>
#> [,1] [,2] [,3]
#> [1,] 0.1281102 0.000000 0.00000
#> [2,] -23.9489787 33.528962 0.00000
#> [3,] -21.1032725 -8.307131 86.32677
#>
#> , , 5
#>
#> [,1] [,2] [,3]
#> [1,] 0.1195612 0.000000 0.00000
#> [2,] -24.2219000 33.912633 0.00000
#> [3,] -21.6958235 -9.772193 91.55115
#>
#>
#> $A
#> , , 1
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.8997468 -0.025483884 -0.9000344 0.147459920
#> [2,] -0.1015586 1.042763900 -0.6974042 0.006001252
#> [3,] 0.0230163 -0.007228488 0.6429669 0.003707174
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.956121271 0.040187159 -1.0166281 0.44927946
#> [2,] -0.023397233 0.988374963 -0.7306716 -0.04183008
#> [3,] -0.005467242 0.009327997 0.6709131 0.10898295
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.945097963 0.03782463 -1.0103947 0.36962290
#> [2,] -0.017749634 1.00991239 -0.7513123 0.07144228
#> [3,] 0.008124894 0.01158162 0.6514346 0.11401100
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.96100814 0.04841087 -1.0297696 0.4810426
#> [2,] 0.02495086 1.02335010 -0.8042011 0.2117499
#> [3,] 0.01258799 0.01076914 0.6459702 0.1066107
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.991930879 0.060222988 -1.0668316 0.61313373
#> [2,] 0.044716587 0.993963213 -0.8212517 -0.02404462
#> [3,] 0.009733285 0.005756035 0.6524206 0.07861174
#>
#>
#> $hyper
#> , , 1
#>
#> [,1] [,2]
#> [1,] 2.234132 1.1784225
#> [2,] 6.153157 1.0758946
#> [3,] 3.382887 0.4950331
#> [4,] 22.651755 17.4748071
#> [5,] 26.013064 15.6841633
#> [6,] 41.449674 10.0039639
#> [7,] 2.962011 0.8364195
#>
#> , , 2
#>
#> [,1] [,2]
#> [1,] 5.973630 1.649386
#> [2,] 11.267158 2.042642
#> [3,] 74.840236 1.163484
#> [4,] 33.927536 23.206091
#> [5,] 46.819238 17.283424
#> [6,] 45.243590 11.202491
#> [7,] 5.414617 2.545578
#>
#> , , 3
#>
#> [,1] [,2]
#> [1,] 14.716639 0.8095270
#> [2,] 105.150536 2.3786834
#> [3,] 581.593140 0.8316451
#> [4,] 72.799845 13.8933187
#> [5,] 91.502594 15.5791127
#> [6,] 75.686354 14.4121961
#> [7,] 7.442002 1.5578247
#>
#> , , 4
#>
#> [,1] [,2]
#> [1,] 9.141243 1.156456
#> [2,] 365.521771 1.500944
#> [3,] 488.155504 1.143431
#> [4,] 103.869726 17.613754
#> [5,] 114.434612 21.617640
#> [6,] 176.571024 13.454159
#> [7,] 10.280529 1.524704
#>
#> , , 5
#>
#> [,1] [,2]
#> [1,] 13.21893 1.1230989
#> [2,] 87.92733 1.1270560
#> [3,] 455.42784 0.9700865
#> [4,] 116.35091 13.3141628
#> [5,] 190.99977 14.8198307
#> [6,] 142.71987 15.1883365
#> [7,] 12.45360 1.7044940
#>
#>
#> $h
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1.4093588 -1.2236191 0.8118014 -0.754687890 1.12485920 -1.171821
#> [2,] 0.5137759 -0.2752658 0.1116797 1.102231824 0.18847285 -0.907970
#> [3,] 0.3230394 0.6178782 -1.8153369 0.006842953 -0.01335211 -0.144836
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] -0.07918812 -1.3247925 1.6281271 -1.1630785015 -1.0381963 0.6306952
#> [2,] 0.70642001 0.3649944 -1.1615306 -0.0006113451 -1.4131491 0.2947912
#> [3,] -0.45469528 0.1839181 -0.6729572 0.1624947065 0.2086507 -0.8970427
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] -1.6533750 -0.09839045 -0.3387223 -0.70866373 1.5973398 0.2666438
#> [2,] -0.4921189 -1.20844671 0.8570243 -0.07242115 -0.6788513 -0.6181923
#> [3,] 1.8327275 -1.62564943 0.0875275 1.12771996 -1.4049430 1.2232230
#> [,19] [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] 1.387956 -1.2621215 -0.8294147 -0.9755464 0.7872809 0.08859543 1.039469
#> [2,] 1.863589 -0.4761653 -1.7224659 -1.1945935 -0.5645210 0.33388278 -1.055608
#> [3,] -2.063707 2.7418469 -4.1195315 2.6825299 -2.0711483 3.39322301 -2.801619
#> [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 0.8666224 0.4680364 -0.6102367 0.27081793 -1.2080908 0.8715763
#> [2,] 0.1026445 -0.4062228 -1.4069377 -0.03283158 2.0723338 -1.7153422
#> [3,] 1.1606865 -0.9112530 1.4756391 -0.23610415 0.2763748 -1.2081726
#> [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] -0.8739588 0.2186090 -0.06670394 -0.62299149 0.5249369 2.0621347
#> [2,] -0.1472298 1.4905077 0.02765371 -0.03030795 0.3965570 0.1762553
#> [3,] 1.3214488 -0.3109903 0.17957496 1.72018749 -1.7566965 1.6332018
#> [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] -0.6780541 0.2317254 2.0224740 0.6171478 -0.3625662 0.8108347
#> [2,] 0.2632320 0.8605315 -0.9706367 -0.5772030 -0.6177180 -0.7698753
#> [3,] -1.0212435 0.1577280 -0.5517662 -0.6464084 0.1325486 2.0673271
#> [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] -0.142776153 0.5660239 -1.4979223 -0.3381895 -1.4228667 0.53827816
#> [2,] 0.003556056 0.7474779 0.3648968 1.5357046 0.9084274 0.08848745
#> [3,] -1.883259989 0.2182041 -0.5369520 0.7801516 -0.9669359 -0.75536806
#> [,50] [,51] [,52] [,53] [,54] [,55]
#> [1,] 1.621962 0.2193306 -0.4018538 0.1177726 0.1889535 1.9136488
#> [2,] -1.570467 -1.3158924 0.9599367 -1.7251312 0.5606933 0.3732068
#> [3,] 1.085350 -2.1430465 0.4752034 0.3856271 -0.5674903 -0.3454313
#> [,56] [,57] [,58] [,59] [,60] [,61]
#> [1,] -0.5721527 -0.11188334 1.6083430 -0.7074349 -0.5320332 -0.8148761
#> [2,] 0.3879691 1.97019258 -1.2019963 -0.6928035 0.6909866 -0.8100503
#> [3,] 1.9430551 -0.07390042 -0.1709102 -1.0884190 -0.1547620 -2.2187817
#> [,62] [,63] [,64] [,65] [,66] [,67]
#> [1,] 0.1396361 -0.1180533 0.5748029 0.1999653 0.3133787 -0.20170331
#> [2,] -0.1644996 1.1310266 0.9125742 -0.9008085 -1.6507167 0.05281852
#> [3,] 0.9928140 -2.3611787 2.2645434 -0.7196653 1.6517872 -0.40105520
#> [,68] [,69] [,70] [,71] [,72] [,73]
#> [1,] -1.3307587 -0.9222336 0.8622119 -1.3917329 -1.140006 -0.48336430
#> [2,] -0.9830175 0.7517239 1.6626964 0.6502341 1.739220 0.01308636
#> [3,] -0.0533168 -0.2489806 0.9214577 -0.5591809 1.722651 -0.68081370
#> [,74] [,75] [,76] [,77] [,78] [,79]
#> [1,] 0.03459414 -1.25785311 0.7179307 0.75686597 -0.4476727 0.5724655
#> [2,] -0.11017019 0.02729461 0.7545469 -0.03999895 0.4926550 0.8487157
#> [3,] -1.21777361 0.70633938 -0.7792606 2.18361473 -2.1272224 1.9163788
#> [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] -0.6789474 -0.4891397 -1.5728329 1.826046 1.03053877 -1.63720356
#> [2,] -0.3012156 -0.3712440 0.3848557 -2.162794 -0.09742038 0.07695372
#> [3,] -1.2529458 0.3684361 0.8666028 -1.222088 1.58715259 -2.16177232
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 0.5087513 0.9997298 1.9657397 0.7727097 -1.9221162 -1.3734981 0.147482
#> [2,] -0.5376115 -0.5923072 -2.1432616 -0.3573646 -0.5053268 -0.3401829 1.144347
#> [3,] 1.8216163 -1.4247002 -0.1024983 -1.7038510 -0.3502226 0.3133955 0.813637
#> [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.69113718 -0.18620541 0.4992347 2.2083512 -0.01065025 -0.7543371
#> [2,] 0.93692553 1.14914238 -0.8105852 -1.5965953 -0.82845872 -1.2928492
#> [3,] -0.09508297 0.09466939 -1.8857048 0.3579333 0.46918991 0.2022801
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] -0.9089962 0.5293182 0.1581883 0.1481384 0.3979906 0.137647 -0.04226206
#> [2,] -0.7729150 1.2978108 0.9130051 -0.2551171 1.4936543 -1.650557 1.90484224
#> [3,] -0.9194040 0.8073107 -0.4726603 0.5466193 0.3549682 0.505078 0.89757405
#> [,106] [,107] [,108] [,109] [,110] [,111]
#> [1,] -0.3877427 -0.3208385 -0.402919376 -0.6526871 0.6740373 0.18118116
#> [2,] -1.1940224 -0.8284602 0.416743226 1.5146545 -0.7460079 -0.07285125
#> [3,] -1.5614414 -0.5708456 0.003813317 0.9080447 0.4510009 0.08138911
#> [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] 0.4665662 -0.8946614 0.1944009 0.6526800 -0.2297719 -0.1558398
#> [2,] 0.6240408 -0.8194857 0.2892676 -0.7256923 -0.6267368 0.3269333
#> [3,] 0.1866627 0.3375004 -0.3003104 0.2284181 0.4810131 -0.3392879
#> [,118] [,119] [,120] [,121] [,122] [,123]
#> [1,] 0.3710817 2.5533005 0.5248740 1.05380629 -0.4081592 0.5695395
#> [2,] 0.2614848 0.3787126 0.2911227 0.07231525 0.3847276 -0.2330770
#> [3,] -0.2167651 -0.6328607 0.5763003 0.28422008 0.3734559 0.5421183
#> [,124] [,125] [,126] [,127] [,128] [,129]
#> [1,] -1.6171448 -1.589854 0.5302861 -0.2149696 -1.2207890 0.1349148
#> [2,] 0.2790413 -1.606293 -0.4684031 0.6036179 0.9693768 -0.9096255
#> [3,] -0.4723034 2.103208 -1.3149298 0.5261181 1.2902825 -1.2015690
#> [,130] [,131] [,132] [,133] [,134] [,135]
#> [1,] -0.03861345 0.9037065 -0.2389600 -0.54233198 0.8401552 0.02072748
#> [2,] 0.31882529 0.1245694 0.4255382 -0.73071132 -1.5781602 0.79946204
#> [3,] 1.40264942 -1.8005684 -0.1397834 -0.03367038 0.7364437 -0.03696420
#> [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] -0.15234032 1.2294297 1.1644498 0.5162453 0.5511428 1.77892127
#> [2,] 0.71656644 -0.4897471 -0.6034943 1.2750010 -0.5551055 0.03088024
#> [3,] -0.08383363 0.6598318 -0.1872868 -0.8005771 0.3022571 -1.09227429
#> [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.4449161 0.4973162 -0.5476855 0.8366909 -0.1786205 -0.08006474
#> [2,] 1.2584382 -0.5189529 -0.4178959 1.3792937 0.2397910 -0.37435279
#> [3,] 0.5959844 2.6314595 -1.9649691 1.3072390 -0.7338542 1.41275904
#> [,148] [,149] [,150] [,151] [,152] [,153]
#> [1,] 0.7315013 -1.7429838 0.03449141 0.002615767 0.1272043 0.74212315
#> [2,] 0.3408588 0.5335489 0.19892779 1.466634989 0.8322961 -0.70018789
#> [3,] -2.1183234 0.4154049 -1.45536270 -0.048950473 -0.2940309 0.07093613
#> [,154] [,155] [,156] [,157] [,158] [,159]
#> [1,] -0.25949261 0.2584198 0.4660019 1.2767942 1.05625202 -0.9484513
#> [2,] 1.69576801 -0.1039177 -1.5634670 -0.4400434 0.09160015 0.9083158
#> [3,] 0.01041086 0.1057005 -0.8831292 2.2969884 -0.41367124 -0.3934807
#> [,160] [,161] [,162] [,163] [,164] [,165]
#> [1,] 0.3651394 -1.4982349 -0.7864971 -0.6441280 -1.2838167 2.60037521
#> [2,] 0.8454862 0.7018055 -1.2575265 -0.2645789 -0.2233461 -0.03453685
#> [3,] -0.9141608 2.3796597 -0.6088949 1.8367329 -0.5806659 -0.34192303
#> [,166] [,167] [,168] [,169] [,170] [,171]
#> [1,] -0.3095341 -0.6125132 -0.4395078 0.9242012 0.7913024 -0.1682973
#> [2,] 0.4616832 -0.8075446 1.4310210 -0.5435466 -0.5894388 1.5214019
#> [3,] 1.1696704 -1.6519841 2.1476044 -1.8504556 0.9141463 -0.5171562
#> [,172] [,173] [,174] [,175] [,176] [,177]
#> [1,] -0.0452186 0.44348798 0.32122470 1.0690784 1.116769 -1.9402531
#> [2,] -0.1956874 -0.49397652 -0.04797304 0.7321647 -1.248641 -0.8066449
#> [3,] 0.2639735 -0.07327539 -1.65216497 1.6123582 -3.212859 2.9051112
#> [,178] [,179] [,180] [,181] [,182] [,183] [,184]
#> [1,] -1.204536 0.1450903 0.3121181 2.357292 -0.2258688 -0.13412031 0.2517625
#> [2,] -0.957142 1.3213575 -0.8375538 0.504089 -2.0752371 -0.05208768 0.1158717
#> [3,] -2.592783 2.7656524 -1.3767165 1.133582 -1.2905671 2.28667121 -2.7044998
#> [,185] [,186] [,187] [,188] [,189] [,190] [,191]
#> [1,] -0.0975250 0.6117702 0.1943238 -0.4285288 0.5904757 0.1206783 1.099333
#> [2,] -0.4289155 1.2040618 0.4102533 0.5566425 0.8109352 -0.8289581 -2.033151
#> [3,] -1.1160164 -0.2135625 -0.1398447 -1.1910833 1.1018635 -2.7085133 1.220325
#> [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] -0.3806197 -1.2915578 0.09172648 0.9831591 0.1822877 -1.2334007
#> [2,] 0.9666911 -2.0612063 -0.56745789 0.9323839 -0.8911022 -0.1389694
#> [3,] 0.1033704 -0.2125766 -0.64478664 -0.1247351 -0.8295431 0.6972179
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] -3.21428277 2.047835 -0.7554852 0.160741 0.4857137 0.7575310 0.8953714
#> [2,] -1.23136211 1.693225 0.2842774 -0.329848 -0.3906789 0.4713619 -0.3309411
#> [3,] 0.01467827 -1.812072 2.4688972 -3.018018 0.9948247 0.3946080 -0.2604029
#> [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.6141270 0.08586222 0.6321670 -0.9867136 -1.7965047 -0.6818326
#> [2,] -0.7499482 -1.70528226 -0.5597128 -0.6261204 1.1243413 -0.1376421
#> [3,] -0.7107794 -1.13072657 1.6744604 -0.3921577 -0.8541047 0.4041999
#> [,211] [,212] [,213] [,214] [,215] [,216]
#> [1,] -0.3240028 1.3675331 0.1145955 -1.1722352 0.2615014 -1.0634110
#> [2,] -0.3427980 0.1339838 0.8754734 -0.7316243 -1.2893963 -0.2513128
#> [3,] -0.6998897 2.6302522 -0.8417530 2.1554728 -0.7929783 0.5680385
#> [,217] [,218] [,219] [,220] [,221] [,222] [,223]
#> [1,] 0.5437911 -0.6483728 -0.4885230 -1.2462878 1.599254 1.64708994 0.2609253
#> [2,] -1.0324369 0.3149946 -0.2244044 0.2195567 1.379602 0.04249360 1.0751812
#> [3,] -0.4713659 0.2483279 -0.1458682 1.0240823 -1.630828 0.04903193 0.8725336
#> [,224] [,225] [,226] [,227] [,228] [,229]
#> [1,] -0.03413156 0.6777033 1.6746175 0.1424102 -1.3042747 0.6851755
#> [2,] -0.09273377 0.4619569 -0.9340972 -1.9621857 1.4406543 1.3907156
#> [3,] 0.67258089 -1.7294920 1.0390159 -1.4841047 0.5318124 0.2204310
#> [,230] [,231] [,232] [,233] [,234] [,235] [,236]
#> [1,] 0.9429874 -0.560384 1.564092 -0.4308318 0.8996631 -1.078090 -0.5072433
#> [2,] -0.1886641 0.492593 1.006040 -0.9655198 0.1759184 2.052915 0.7521510
#> [3,] 0.1085487 1.403787 -1.966330 2.8822528 -3.2754315 3.358377 -1.5144920
#> [,237] [,238] [,239] [,240] [,241] [,242]
#> [1,] -0.07250262 -1.4752227 0.2079871 -0.08008019 -0.4867733 -1.65699960
#> [2,] 0.27087279 0.3693214 -1.1883136 0.15034000 -0.9786619 2.19791559
#> [3,] -0.52212544 -0.3223540 0.2877457 -2.07003202 1.3594886 -0.05143649
#> [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] -0.99010849 -0.8380265 -2.0535630 0.977226752 -0.43574074 -0.1536408
#> [2,] 0.06022953 0.4323309 0.1634741 0.008234836 -1.02860318 -1.1185256
#> [3,] 0.17810440 0.2094128 -0.7848102 1.477798191 0.06390779 0.8582669
#> [,249] [,250] [,251] [,252] [,253] [,254]
#> [1,] -1.328186 0.8511551 1.2221282 -0.4047561 -0.8494636 1.1998416
#> [2,] 1.077402 -0.2201235 -0.3242753 -0.8033304 -1.3913904 -0.1058056
#> [3,] -1.622011 0.8525462 -1.2226069 1.9026849 -0.7501551 -1.5762174
#> [,255] [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] -0.8065125 0.2094774 -0.8076909 -1.4573806 1.503390 1.6584720 0.6460195
#> [2,] 1.5092089 -0.5428432 -1.6360875 -0.5024837 -1.445055 0.2705214 -0.7607233
#> [3,] 1.9990883 -0.3065435 -0.2021262 0.9612307 -1.025102 0.3476710 -1.0381372
#> [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 0.9939053 1.5189349 0.4277712 -1.0029822 -0.3667182 0.67770868
#> [2,] -0.2572695 0.7049169 1.1404651 -1.1370919 1.2749131 1.14087941
#> [3,] -0.7071569 -0.1673709 -0.6101319 0.5909801 -0.5537137 -0.02416478
#> [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 1.75318089 -0.2086353 -1.0679329 -1.29774582 0.3513613 -0.20779884
#> [2,] 0.03477262 0.6948252 -0.7214503 0.28289928 -1.5683255 0.09160809
#> [3,] -1.25412982 1.5872991 -1.9389828 0.09668215 0.6327970 -1.86662240
#> [,274] [,275] [,276] [,277] [,278] [,279]
#> [1,] -0.1502221 1.4881332 -0.5544428 1.14761708 0.8805201 0.3226754
#> [2,] 0.6572289 2.4872366 -0.5820347 -0.08827442 0.4036936 -2.3597976
#> [3,] 0.7966702 -0.5948009 -1.3896548 2.01782980 -0.8323708 0.4382481
#> [,280] [,281] [,282] [,283] [,284] [,285] [,286]
#> [1,] -2.3663034 0.2059395 -1.181469 -0.7381287 0.6172284 1.2187657 -2.178827
#> [2,] -0.3663682 0.7950251 1.233067 -0.2893704 -0.9619609 -0.1128696 1.436291
#> [3,] 0.5984912 -2.4011782 1.997332 -2.8566902 0.9080071 0.7158157 -1.405548
#> [,287] [,288] [,289] [,290] [,291] [,292]
#> [1,] -0.5929172 0.6655614 -0.6346118 0.98551033 -0.1968207 -1.4890408
#> [2,] 0.6692763 0.4181405 0.3229850 -0.75677556 -0.6791643 0.8507172
#> [3,] 1.5303125 1.2161068 -1.3778331 0.01383459 1.3507452 -1.0237963
#> [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] -0.6780684 0.4532558 0.7755318 -0.2878064 -0.3433137 -0.01792004
#> [2,] 0.4001694 0.4103703 -1.3957959 -1.4569148 -0.4032635 1.64638130
#> [3,] 0.1586136 -1.5079735 0.5519070 -2.2845273 0.3199338 -1.38061835
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] -1.213136 -0.5589131 2.4020457 -1.6743219 0.4141070 1.2692654 0.3232916
#> [2,] 1.816340 -0.8305142 -1.1289668 0.8969712 -0.6280413 0.8256756 0.2120746
#> [3,] 2.466449 -1.5044644 -0.5821641 -0.1696861 1.8465113 0.2355726 0.1881790
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -0.48042799 0.05444358 -1.0457159 0.8642487 -0.5974762 1.1115671
#> [2,] 0.50805875 0.93195348 -1.1899067 -0.1215940 0.3845185 -1.1622891
#> [3,] 0.07408206 -0.52736413 0.6308611 0.4998753 -0.3044965 -0.1905554
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0.00468431 0.58791113 -0.2007027 -0.01983718 -0.3340851 0.24024829
#> [2,] -0.08039813 -0.01529411 -0.4489454 0.95151500 0.8345613 0.86603290
#> [3,] -1.43163752 -0.44761428 0.6723561 -0.22024940 -1.0449950 -0.05428328
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] 0.5392752 -0.9643512 0.04110978 1.5181356 -0.1019064 -0.8925261 -2.065734
#> [2,] 0.4653787 0.6024796 0.10727363 -1.3869522 -1.8445176 -0.7112270 2.184375
#> [3,] 1.5810880 -2.3953199 0.87755966 0.3621936 -2.1684020 1.8218609 -2.151663
#> [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 1.2119927 1.2724323 -0.1852746 -1.26588598 1.077885 -0.2795868 -0.4833859
#> [2,] 0.5089935 0.2364428 0.3375456 -0.09136215 1.138011 1.2762351 -0.5584170
#> [3,] 3.3453220 -1.4461585 3.0277868 -2.70576575 2.639392 -2.8859193 1.5330561
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33]
#> [1,] -0.1659160 -1.2721010 1.5184577 1.322807 -0.57084702 0.5028267 0.1240374
#> [2,] 0.2434526 0.2154155 -0.6393707 1.074301 0.04863648 0.5380054 -1.0548226
#> [3,] -0.8594496 0.7096305 -0.2806547 1.128878 -0.55401948 1.9008422 -1.3082376
#> [,34] [,35] [,36] [,37] [,38] [,39]
#> [1,] -0.30078136 -0.005998516 -0.73744744 0.1397565 -1.3756072 0.9386862
#> [2,] 0.03985183 1.150485075 -0.06025873 -2.9785506 0.5811246 2.1338177
#> [3,] 1.03291625 -0.332834029 -0.39307916 0.1694304 -0.9782852 3.0536069
#> [,40] [,41] [,42] [,43] [,44] [,45]
#> [1,] -1.0067607 -0.7248858 -0.4040627 -0.8798121 -0.1459559 -1.337432
#> [2,] -0.5405094 -1.3289673 -0.2046363 -0.9618267 1.2368916 -1.540848
#> [3,] -2.4864196 1.9034213 -1.4105991 2.9496840 -2.4609051 3.048986
#> [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] -0.6587604 0.65526952 1.148073 -0.328578736 -0.94281823 -0.3354524
#> [2,] 1.0556324 -0.09375876 1.661916 -0.001826825 -1.08772937 -0.1692030
#> [3,] -3.2447643 3.49656160 -3.787127 2.715987773 0.09659374 -1.9467762
#> [,52] [,53] [,54] [,55] [,56] [,57] [,58]
#> [1,] 0.6883047 0.5798042 0.667227876 -2.243353 0.8428123 0.4225392 -1.233954
#> [2,] 0.3863462 -0.7015321 -0.005137742 -1.108849 -0.4970478 0.2409606 -1.041290
#> [3,] 1.1104770 0.8988459 -1.233150937 1.972583 -1.3899723 2.2427783 -1.167316
#> [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] -0.16541161 -0.2200456 -0.3035175 0.222119830 0.3838201 1.876102
#> [2,] 0.14085662 0.8300509 -0.2935621 0.047241438 0.6650118 1.498749
#> [3,] 0.03903578 -0.6150942 0.7704570 0.003338973 -1.7240996 1.779387
#> [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] -1.13658379 0.01778467 0.7173107 1.4764848 1.9266539 -2.0401325
#> [2,] -1.96761651 -1.19968177 -0.6697886 -0.2343944 -0.2716304 0.9728174
#> [3,] -0.05103651 0.11835819 0.4178132 1.0212185 -1.1811005 0.3274082
#> [,71] [,72] [,73] [,74] [,75] [,76]
#> [1,] -0.2913479 -1.7361649 0.08771455 -2.5561034 -0.3484353 1.212772556
#> [2,] 0.1642338 0.6248902 1.72274293 -0.3129605 1.2929096 -0.006264332
#> [3,] -0.9357488 0.5002017 -0.37820478 1.8940398 -1.6945609 1.965415176
#> [,77] [,78] [,79] [,80] [,81] [,82]
#> [1,] -0.3751501 -0.4664359 -0.2640502 -0.4714882 0.8014165 0.9144763
#> [2,] -1.0342285 1.4768478 -0.3399546 2.0631740 -1.0260990 1.4055990
#> [3,] -0.6501204 1.1456961 0.8738431 0.3100240 -0.7342125 0.8739992
#> [,83] [,84] [,85] [,86] [,87] [,88]
#> [1,] 0.13061116 0.5933238 0.5089504 0.8831309 0.06350863 0.5736994
#> [2,] 0.08399535 0.5854630 -1.0908679 -0.2981111 -0.94256248 -1.1645267
#> [3,] -0.42870791 0.4442779 0.9698114 0.6049015 -1.55142618 1.3727417
#> [,89] [,90] [,91] [,92] [,93] [,94]
#> [1,] -0.03303667 -0.1054268 -0.05871708 -1.6690459 0.2483581 0.3024185
#> [2,] 0.16497215 -0.3784528 -1.01163287 0.4131151 -0.3966351 -0.6883104
#> [3,] -0.52542171 1.0517637 -0.29419510 0.5982936 0.5615000 -1.3986296
#> [,95] [,96] [,97] [,98] [,99] [,100]
#> [1,] 0.8973100 -0.8715290 -0.3081540 0.09453156 1.008002253 -0.7812747
#> [2,] -0.3199382 -0.7519068 1.2247150 0.04331813 0.003210218 0.0245712
#> [3,] 1.8383183 -0.2801222 0.1140405 -0.68074460 -0.090717031 2.4154026
#> [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 0.1559983 0.1395185 -0.3806449 -1.0757357 0.21100935 -1.3140791
#> [2,] -1.5100742 -0.9412637 -0.4559388 0.1465118 -0.03287002 -0.1812274
#> [3,] -2.3895069 2.0064055 -1.6197440 -0.2431561 1.72138344 -2.0652670
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] -0.4696083 -1.0764845 0.2426994 1.3460430 2.3586935 -0.2223249 0.476799
#> [2,] 0.8482874 -0.6556007 2.3606884 -0.6407415 0.0414984 1.1062822 -1.311201
#> [3,] 2.7669578 -1.4269692 1.1497940 -0.7079516 1.6678402 -1.8998043 1.344241
#> [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] -1.312114 -0.7332831 0.2935517 -0.004385277 -0.46973030 -0.4610550
#> [2,] -1.501232 0.6303293 -0.4191728 0.127719919 -0.04229559 0.8021118
#> [3,] -0.884471 1.1260917 -0.5094846 0.702443812 -0.17077219 0.3000197
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] -0.1310453 0.2643070 -0.2192637 -1.2753644 1.2251379 1.5549209 -0.6855793
#> [2,] -0.1641413 0.0516899 0.4622525 -0.8991983 0.9542318 0.5601779 -1.0913007
#> [3,] -2.0946943 1.3065498 -2.2498751 1.5540088 -0.8196427 0.8442566 -0.6329393
#> [,127] [,128] [,129] [,130] [,131] [,132]
#> [1,] 0.40603014 -0.5752087 0.6542189 1.4939601 0.5377265 -0.1962417
#> [2,] -0.09226468 0.2394903 -1.3397214 0.2293201 0.5193737 -1.0198427
#> [3,] 1.54721472 -0.4376329 -0.1209972 -0.5248672 0.3562478 -1.2305718
#> [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 0.4132551 -1.474991 0.3868994 0.74369003 -0.01398512 -0.5417196
#> [2,] -1.0880333 -2.077471 1.0751289 0.04042226 -1.12103877 -0.2152026
#> [3,] 1.4229883 -1.220543 -0.0467502 -0.35067255 1.95225452 -0.6915712
#> [,139] [,140] [,141] [,142] [,143] [,144]
#> [1,] -0.2769099 -0.5095213 0.05258947 -0.05515524 -0.13708089 -0.96229300
#> [2,] -1.0867877 1.3669244 -0.96849590 0.96828551 0.85604791 -0.08119754
#> [3,] 0.3414379 -1.5355375 1.58178937 -0.72951260 -0.08233172 0.24194682
#> [,145] [,146] [,147] [,148] [,149] [,150] [,151]
#> [1,] 1.758066 0.35285183 0.3278826 -1.5880022 0.6436681 -0.1884221 -1.811836
#> [2,] 1.485223 0.08363855 -0.2971042 0.5838877 0.6471735 0.7242109 -1.689419
#> [3,] 0.201524 0.35931217 1.3759785 -1.2142778 2.9699276 -3.6006826 1.484039
#> [,152] [,153] [,154] [,155] [,156] [,157]
#> [1,] -0.6994731 -0.1140045 1.4165221 0.1201052 -0.1897399 -0.5899692
#> [2,] -0.9442721 -0.6844192 0.1612355 0.2131238 0.8769433 -0.9573997
#> [3,] -1.7237411 0.7890061 1.5946725 -0.7025562 -0.2064412 -0.2570800
#> [,158] [,159] [,160] [,161] [,162] [,163]
#> [1,] 0.7265285 1.4711800 -0.70128873 1.726788 0.8965547 -0.4156904
#> [2,] 0.1268122 -0.4567685 2.16576534 -2.215286 -1.4551310 0.3736954
#> [3,] -1.2306446 0.1261846 0.03162881 1.841089 -1.6267456 2.2740308
#> [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 0.4420623 -1.0897248 -0.4937602 1.1984824 0.5050787 -1.0595811
#> [2,] -0.9094866 -0.1293586 -1.4765279 -0.4682324 1.1680965 0.4147683
#> [3,] -0.7547053 -1.0141527 1.4347951 -1.3114300 3.3816386 -2.3358190
#> [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.8740089 -0.1885803 -0.7475991 -0.4262004 -0.3337275 -0.4419788
#> [2,] -0.2168089 0.2837341 0.6503634 0.8031168 -1.2974235 1.8275472
#> [3,] 1.2393171 0.1047809 -0.4562983 0.8816399 -0.5294092 0.4543524
#> [,176] [,177] [,178] [,179] [,180] [,181]
#> [1,] -0.09233020 0.5288076 -0.8418803 0.7115557 -1.071751 -0.9620565
#> [2,] -0.03034476 -0.8922347 -2.2664258 0.8385524 1.249817 0.9680176
#> [3,] -1.90819599 1.0718103 -0.1301800 0.4015452 -1.205170 0.3280872
#> [,182] [,183] [,184] [,185] [,186] [,187]
#> [1,] 0.3082347 1.1040420 -2.5036506 -1.3199388 -0.3109337 2.266177
#> [2,] -0.5547409 -0.5058282 0.4814635 -0.3679391 0.5805422 -1.419372
#> [3,] -0.7262639 2.3948994 -2.8826386 1.6340546 -2.5709892 2.334975
#> [,188] [,189] [,190] [,191] [,192] [,193]
#> [1,] 0.6238811 -0.8956690 0.4368108 -0.4591678 1.5341690 -0.7642644
#> [2,] -0.4946080 0.9589424 -0.4650290 -2.3351118 -0.2863936 -1.4889066
#> [3,] -1.9575960 2.8238851 -2.4576151 1.4448525 -0.3073712 -1.0753192
#> [,194] [,195] [,196] [,197] [,198] [,199]
#> [1,] -0.48042973 0.3987311 -0.8641389 -0.2439622 -0.05552489 -0.4253572
#> [2,] -0.03876301 1.1533558 -0.8415422 1.4008199 0.40141710 1.6602735
#> [3,] 0.17961041 1.8432644 -2.1530506 2.4643211 -2.53735290 0.9929672
#> [,200] [,201] [,202] [,203] [,204] [,205]
#> [1,] -1.2468084 -0.3936310 0.8790464 0.6830528 -1.2146465 0.4679695
#> [2,] 1.7774690 0.8286757 0.9769346 -0.5595868 0.3060421 -0.9867167
#> [3,] 0.1005559 0.7326177 -0.0307411 0.3178127 0.2235814 0.1156276
#> [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] -0.03055946 -1.0707239 0.9665755 0.5425783 -1.411318 0.1069792
#> [2,] -0.53774751 -0.9103133 -1.5471847 -1.3902176 -2.233730 -1.6993495
#> [3,] -0.86067694 -0.9058861 2.9115940 -1.7678912 2.058228 -0.3851445
#> [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] -2.2039035 -0.1032165 -0.4202775 1.75349288 0.9408522 -1.1299882
#> [2,] 0.1040521 0.7766294 0.0668168 0.08083981 -0.9578637 -0.6086156
#> [3,] -0.8980691 -0.1405924 1.0568609 0.61814590 0.8857780 -1.7330234
#> [,218] [,219] [,220] [,221] [,222] [,223]
#> [1,] 0.08572713 -0.05066534 1.539565 -1.5985515 0.5147664 0.8798162
#> [2,] -0.48502686 -0.34114595 1.814766 0.7654532 0.2916547 0.2994826
#> [3,] 0.92329291 -2.11221799 1.982824 -1.5430367 2.2105333 -1.6153709
#> [,224] [,225] [,226] [,227] [,228] [,229]
#> [1,] -0.20429618 0.6401664 0.2615315 0.1363576 -0.4576589 -0.05628087
#> [2,] -0.05188453 -0.1563702 0.6590696 -0.5017144 1.2636613 0.00255605
#> [3,] 2.77485660 -0.7940374 2.7295179 -2.1271801 1.5798477 -1.59090755
#> [,230] [,231] [,232] [,233] [,234] [,235]
#> [1,] -0.55953709 -0.1262629 -1.1376695 1.8689786 1.3669615 1.3276137
#> [2,] -0.98509643 0.3023187 -0.2281266 0.2528711 1.8836385 2.5034064
#> [3,] 0.05859375 1.1942213 0.4659763 -0.1451382 0.8863634 -0.9479002
#> [,236] [,237] [,238] [,239] [,240] [,241]
#> [1,] -0.5296629 0.9494109 0.2112684 -0.1462035 0.4098664 1.2260875
#> [2,] 0.4730104 -0.3076165 0.6991130 0.1335827 -0.7538495 -2.1227644
#> [3,] 1.5573691 -0.7451929 -0.3021126 1.7117162 -0.8772787 0.8459781
#> [,242] [,243] [,244] [,245] [,246] [,247]
#> [1,] -0.5285209 -0.7371232 1.2799301 0.93131457 1.34175402 1.0185299
#> [2,] 0.3384278 -0.2072888 0.6891505 0.03508369 -0.05846364 -1.8496493
#> [3,] -0.9515553 1.3450881 -2.0823640 1.19116895 -1.52329975 0.7243644
#> [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] -0.7390508 0.4577512 1.1942016 -0.9034689 0.59575280 0.6739728
#> [2,] -1.7664617 -1.7191298 0.6447518 -0.4495420 0.04634009 -0.6078415
#> [3,] -1.1785927 2.0074803 -2.0733459 2.3433068 -2.59432542 0.9334573
#> [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.1196068 -0.09431853 0.3359645 0.1568549 -1.3976736 -1.738831
#> [2,] 0.6137188 -0.01151880 1.7356590 0.7078335 0.7042926 -0.579329
#> [3,] -1.2350097 1.09073454 -2.4757439 1.5535229 -0.5731816 1.371528
#> [,260] [,261] [,262] [,263] [,264] [,265]
#> [1,] -0.7610886 0.07513865 -1.3340649 -0.01051051 -0.6821209 0.9847965
#> [2,] 0.5533728 0.82915651 -0.6358104 0.04364751 0.5292047 -0.0280861
#> [3,] 0.2723683 -0.72928011 0.5374499 0.31662731 -0.7678050 0.8848795
#> [,266] [,267] [,268] [,269] [,270] [,271]
#> [1,] -1.1574995 -0.9523432 -3.0800280 0.4943801 -2.67889959 1.203942
#> [2,] -0.1558252 -0.9936703 -0.6484784 0.9492250 0.05691094 -0.300340
#> [3,] -1.6088804 -0.9578884 0.5181843 -0.8362790 0.58891578 -2.478234
#> [,272] [,273] [,274] [,275] [,276] [,277]
#> [1,] -1.407336 1.5369978 -0.869194544 -1.8495619 -0.2305406 0.5366281
#> [2,] -1.643164 0.5994336 0.005485823 2.8981254 1.0599504 0.5411407
#> [3,] 0.213467 -1.6986543 1.746252821 -0.9718778 0.4908947 -1.3889239
#> [,278] [,279] [,280] [,281] [,282] [,283]
#> [1,] -1.1134790 -1.07282396 1.0526790 -0.056991379 -0.6308605 2.6624636
#> [2,] -0.2230015 0.07191962 -0.9839044 0.009832974 0.7758805 0.3879487
#> [3,] 1.1483780 -1.84151676 1.7228658 -1.679867976 3.1022988 -1.5105639
#> [,284] [,285] [,286] [,287] [,288] [,289]
#> [1,] 0.1588240 -0.9767713 0.8571160 1.7292042 1.12775549 -0.2058972
#> [2,] 0.5423054 -0.6300581 -0.2436827 0.6862067 -0.22929000 0.2206109
#> [3,] 1.0908265 -0.6289881 0.3226382 -0.2818013 0.04407288 0.6425958
#> [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] -1.8232235 0.05164589 -0.7962245 -1.530060 -0.4739007 0.7191206
#> [2,] -1.1847476 -1.46975054 0.6698409 1.009151 -1.5135207 -0.7864218
#> [3,] 0.2281378 2.49426920 -3.1831578 3.206274 -0.3278475 0.1628364
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 0.3189673 0.3047190 0.6487969 0.7921324 0.9820907 -0.6247804 1.393262
#> [2,] -0.4080960 -0.7526101 -1.2425182 1.6172863 -1.1937515 0.8819498 -0.819516
#> [3,] -0.8462704 1.2733918 -0.4623846 0.4805724 -2.3088207 3.2890478 -1.844807
#> [,303] [,304] [,305]
#> [1,] -0.7316294 1.60043895 0.8795359
#> [2,] -0.8971476 -0.02729231 -1.3595609
#> [3,] 1.5309598 0.06563446 1.5836004
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1.1936436 -0.454954867 -1.6147241 0.78126480 -0.8534979 0.10021220
#> [2,] -0.5605094 -0.463619107 0.3768517 -0.02303443 1.1040956 -0.03377713
#> [3,] 0.3271691 0.008880983 -1.8197719 -0.12257016 0.5126965 0.10015478
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0.63512561 -1.3717351 0.09788041 -0.3205547 -1.9667075 0.6282682
#> [2,] -0.05869495 1.6129129 0.87020394 0.5975438 1.1472187 2.0881149
#> [3,] -0.34597890 -0.7283183 0.76429783 -1.7488489 0.1626619 -0.4420287
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] -0.158121 -1.071815 -2.5544560 -0.1897178 1.2638652 0.52713397
#> [2,] 1.312813 0.379925 0.7898491 -0.7575549 -0.5363120 -0.02124751
#> [3,] 1.618632 -0.792576 0.6533699 0.7512325 -0.7949845 0.58142218
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] -1.2948031 1.3708593 -0.5276645 -0.8149189 -0.05221168 1.0333165
#> [2,] -0.5670758 1.8452299 0.8199590 -0.4880189 0.80129002 0.9159895
#> [3,] -1.2993130 0.4188525 0.1157653 0.7471844 -0.26616733 0.8325969
#> [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] 0.98538921 0.1746234 -0.4350255 -0.3720747 0.7134494 1.5419620
#> [2,] -0.67505505 -0.2725135 1.0654642 -0.1695291 -0.8570878 -1.0638327
#> [3,] 0.05965833 -0.7453454 1.4047675 -1.2159438 -0.5395680 0.8254263
#> [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] -0.6943530 0.5355593 -0.01612424 1.0080410 -0.6844249 0.3851130
#> [2,] -0.2450242 -0.3692263 -1.13108407 -0.4713025 1.1347311 -0.6793234
#> [3,] -1.6025457 3.9628772 -2.88930467 2.1510311 -0.5164585 1.4852936
#> [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] -1.1534252 -1.2349151 2.1789862 1.3427845 -0.4584582 -0.1985947
#> [2,] -0.0543501 0.3334674 -0.5186464 -0.7788436 0.2152206 1.1770449
#> [3,] -1.2967030 -0.1851626 2.7275091 -2.8208267 2.0236759 -1.4935463
#> [,43] [,44] [,45] [,46] [,47] [,48]
#> [1,] -1.3648873 -0.5376071 -1.0099992 -2.6279162 -0.42497650 -1.005253
#> [2,] -1.2615437 1.9692479 -0.9139371 -1.7421009 -0.43862114 2.242784
#> [3,] 0.7707613 0.7243093 0.4567103 0.2256609 -0.09211293 1.589550
#> [,49] [,50] [,51] [,52] [,53] [,54]
#> [1,] 1.2032410 -2.6584874 -1.0256175 -0.46822936 -0.2250062 0.9199943
#> [2,] -0.9887917 1.2169706 -0.5110679 0.85592744 1.6970471 0.2263701
#> [3,] -0.2088346 -0.7495351 -0.3115203 0.07318584 0.7684996 -0.4793598
#> [,55] [,56] [,57] [,58] [,59] [,60]
#> [1,] -2.5748924 -1.0099333 -0.3778992 0.5764476 0.03357466 1.4142732
#> [2,] 1.3915520 -0.2224238 0.9804630 1.9916119 0.55427390 0.9582465
#> [3,] 0.4655943 -2.7863706 1.9717077 -2.5280636 1.33890925 -1.0997824
#> [,61] [,62] [,63] [,64] [,65] [,66]
#> [1,] 0.2935751 -0.7861104 -0.62129747 1.1422505 1.8707746 -0.62954489
#> [2,] 0.9078585 0.1028946 0.85461555 0.3110318 -1.3077861 0.07485582
#> [3,] 1.4249065 -0.8374388 0.04000244 2.4902711 -0.5546381 -1.69450282
#> [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] -0.6992347 -0.0869540 -1.60518508 0.1658155 0.1577489 -1.1634633
#> [2,] -0.2680961 -0.3037666 0.05701791 1.6469983 -0.1628125 1.4518776
#> [3,] 2.5287985 -0.8338185 1.52287162 0.2086190 0.1220053 -0.0580516
#> [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] -0.07757124 -1.4923608 -1.2407136 -0.1995196 -0.3372075 1.0025096
#> [2,] -0.14169047 -0.2521517 0.4560239 -0.7027280 -0.1788702 0.1308167
#> [3,] 0.20302036 -1.2650108 -0.1573871 0.5953378 -0.7465773 -0.2707299
#> [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] -0.76865020 0.02732343 0.6025115 0.1594663 0.52656787 -0.8888393
#> [2,] -2.20731124 -1.58174249 -0.7221056 0.4126286 0.02329192 1.4035896
#> [3,] 0.08130196 0.63303357 -1.2471325 1.8076154 -2.06433552 2.5596226
#> [,85] [,86] [,87] [,88] [,89] [,90]
#> [1,] 0.6204145 0.8077610 1.726972 -0.3094288 1.4498149 1.57865540
#> [2,] -0.1831210 -0.5803856 -1.661691 1.2060771 -0.8686293 -0.29286325
#> [3,] -2.6171456 2.4726270 -1.244786 1.5944512 -0.4981417 0.03566995
#> [,91] [,92] [,93] [,94] [,95] [,96]
#> [1,] 0.68209840 2.4398678 0.3186285 1.0906729 0.21869290 -0.02626018
#> [2,] 0.16366014 -1.3146780 0.1178523 0.8089566 0.04457645 -2.21962130
#> [3,] 0.06471413 -0.5078369 2.7189951 -1.8603316 1.72486585 -1.75370374
#> [,97] [,98] [,99] [,100] [,101] [,102]
#> [1,] 0.6201138 0.5536613 0.3347040 -0.9179312 -1.1430956 -1.5118260
#> [2,] 0.8414700 1.2279221 -0.9937314 -0.8365040 -1.4690869 -0.0154054
#> [3,] -1.9738737 1.6747720 -0.9434972 0.6933366 -0.5104089 -0.9554147
#> [,103] [,104] [,105] [,106] [,107] [,108] [,109]
#> [1,] -0.12095292 -1.8713073 -1.4133305 1.2121727 0.534141 -0.5507702 1.146407
#> [2,] -0.69618237 -1.3483716 0.9359384 -0.1831153 -1.935961 -1.2529307 2.037998
#> [3,] -0.02747176 0.1019574 0.8296305 -2.9619023 2.996534 -1.7676310 1.443880
#> [,110] [,111] [,112] [,113] [,114] [,115]
#> [1,] 0.5481308 -0.8708626 -1.3499553 -0.8768076 -1.4433732 -0.03450642
#> [2,] 0.4606023 0.9068711 0.4586534 -0.6978411 -0.4786458 -0.95744600
#> [3,] -1.7815684 1.4820859 -1.2401547 1.4642054 -0.7555046 0.40733550
#> [,116] [,117] [,118] [,119] [,120] [,121]
#> [1,] -1.1036447 1.7465605 -0.01265312 -0.02781668 0.06060597 -0.3433227
#> [2,] -0.2803501 1.9793903 -0.35511318 -1.05232119 0.06535527 -0.8187276
#> [3,] -2.4232184 0.7250914 1.02853379 -1.22479482 0.23030148 0.3015189
#> [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] -3.4212543 0.86308399 0.80086870 0.01659883 0.4618504 -0.1877884
#> [2,] 0.7637071 -0.04214813 0.03063244 0.18977568 1.6026780 0.2442154
#> [3,] 1.1442620 -0.42870143 0.80431488 1.02739841 -0.8665433 -0.9179394
#> [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] -0.27315560 0.3566768 -0.7806406 -0.1857020 1.3631933 -1.5126637
#> [2,] -1.09391605 -1.8444856 1.4623213 -0.7970154 1.4732591 0.2971762
#> [3,] -0.03329294 0.9251179 -0.7491826 0.8484687 -0.3104086 0.4082403
#> [,134] [,135] [,136] [,137] [,138] [,139]
#> [1,] -0.4376076 -0.1647425 -0.6897068 1.0142384 -1.3097381 -0.4450220
#> [2,] 0.5076579 -0.3180976 0.1015113 -0.1851951 -0.1413589 -0.3484952
#> [3,] 0.5163089 -2.2016838 1.1777427 0.3212478 -1.2261963 0.9671654
#> [,140] [,141] [,142] [,143] [,144] [,145]
#> [1,] 1.3662813377 -1.3821491 -0.1252671 -0.9230661 -1.2216882 2.1127266
#> [2,] 0.0008815013 0.1935717 0.6135495 0.2721345 -0.4216230 1.2099030
#> [3,] -0.2354968009 -0.1613820 -0.6749742 0.5450656 -0.6306422 -0.2919864
#> [,146] [,147] [,148] [,149] [,150] [,151] [,152]
#> [1,] 0.4812033 -1.909805 0.6419770 1.5344863 0.4467764 -1.4983377 -0.6146199
#> [2,] 0.4386168 1.089861 -0.3050988 0.3768571 -0.3661276 -0.8562434 0.8281401
#> [3,] 0.5935569 0.713045 -1.7253010 2.8434326 -2.8943123 2.9387057 -0.6220189
#> [,153] [,154] [,155] [,156] [,157] [,158] [,159]
#> [1,] -0.6009471 -0.02381865 1.3106700 0.3577613 -0.1553850 2.631390 1.3515463
#> [2,] 1.3879868 -1.45324822 0.5375825 0.8922111 0.9839129 0.116807 0.8471103
#> [3,] 1.8174970 -1.37499253 0.9883821 -1.1631365 1.6818607 -1.336013 2.7799212
#> [,160] [,161] [,162] [,163] [,164] [,165]
#> [1,] 0.643016536 -0.248016 0.833271 0.2948783 2.6807099 -1.30651504
#> [2,] -0.005932533 -1.014442 -0.888389 -0.8928290 -0.7919077 0.61805743
#> [3,] -1.400896529 1.221476 -0.452724 0.5203146 -0.5805391 0.01367561
#> [,166] [,167] [,168] [,169] [,170] [,171]
#> [1,] 2.576342 1.5429155 -0.2593866 0.7309750 1.9476352 -0.3633358
#> [2,] -1.019816 -1.6984702 -0.3394825 1.1713750 0.5893069 -0.8056798
#> [3,] -1.020728 -0.6962749 1.0145300 -0.5000325 0.3640673 -0.9821318
#> [,172] [,173] [,174] [,175] [,176] [,177]
#> [1,] -1.52792638 -0.3135731 2.0090128 0.4626988 -1.6859654 0.46958026
#> [2,] 0.01099716 1.0038631 0.4010687 -1.0320105 -0.3066733 -0.03598526
#> [3,] 0.91909401 -0.5570027 -0.4681883 0.4103136 1.7999020 -0.46263732
#> [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] -1.1449474 0.1132322 0.4400998 0.5993853 -0.1835564 0.14173290
#> [2,] -1.4145704 0.2494712 2.0382681 -0.9445621 0.1051536 -0.04107962
#> [3,] -0.2850982 -1.1706812 0.2698809 -0.1483953 -1.3181339 1.52590666
#> [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.6435455 0.7144585 0.05797755 0.3595781 1.4214624 0.2194677
#> [2,] 0.5941090 1.1688330 0.41414620 -1.1056031 -0.4548476 0.6649014
#> [3,] -2.9947310 0.1037416 -0.49211791 2.2911424 -2.1000168 2.0063876
#> [,190] [,191] [,192] [,193] [,194] [,195]
#> [1,] -0.01177934 0.1233716 -0.9475574 -0.5554926 0.5238064 0.2515105
#> [2,] 1.39093748 -1.8894041 0.5526165 -0.4343057 1.1485451 0.9129602
#> [3,] -3.13645583 3.0762235 -1.5577350 0.8714302 0.1338107 2.6589689
#> [,196] [,197] [,198] [,199] [,200] [,201] [,202]
#> [1,] -0.5839606 -0.1956861 0.2533837 2.6832978 -0.7703179 0.708226 2.5541544
#> [2,] -0.6083767 -0.2417999 0.1980597 -0.4590901 2.8936325 1.759053 0.7891094
#> [3,] -1.2958598 0.3382754 -0.8341714 -1.1527454 0.6006864 -0.962612 1.2815093
#> [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 1.5813558 -1.5214753 0.201979904 0.1172387 -0.8388954 0.3451468
#> [2,] -1.4050427 0.5028581 1.843671749 -1.3714377 -2.1719278 -2.0289516
#> [3,] -0.8599428 -0.1265698 0.004496372 1.0458820 -2.1119111 2.6571915
#> [,209] [,210] [,211] [,212] [,213] [,214]
#> [1,] -0.1750048 0.4557274 0.6689615 -0.3554439 -0.3968091 -0.5974229
#> [2,] -2.3629986 -0.8052321 -0.5857199 -1.5403212 0.1915374 -1.0043541
#> [3,] -2.0197565 1.2316048 -1.6393556 1.0677036 -0.6519513 0.7288651
#> [,215] [,216] [,217] [,218] [,219] [,220]
#> [1,] 0.15658252 0.3893532 -1.5140433 -1.182889 -0.4242941 0.3261236
#> [2,] 0.01561356 0.1830883 1.7120988 -1.967525 -0.7788423 -0.7119705
#> [3,] -0.68295741 0.8024343 -0.8643476 2.597714 -2.3775055 1.3771893
#> [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] 0.06635162 0.916310291 -0.08825134 0.5550263 -0.8693455 -1.0954791
#> [2,] -0.13134521 0.008069819 1.11122395 0.2634613 0.0877505 0.3949571
#> [3,] -1.32008342 0.524084666 -1.53990047 -0.6217385 -0.9586448 1.9330575
#> [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] -0.0710160 -0.5980628 -0.4153032 -0.6525796 -0.08103586 1.4065496
#> [2,] -0.8664845 0.8049858 0.3614972 -0.9585005 -0.68646571 -0.2557372
#> [3,] -2.9029552 2.7953196 -1.9002807 3.0067020 -2.55265900 -0.4115757
#> [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.76588396 0.2445006 -0.2930695 0.6677605 0.5019255 0.4313459
#> [2,] 0.01994293 -0.6943574 -0.9851693 -0.6153055 -1.1323414 0.8883895
#> [3,] -1.19763530 0.8179314 -1.9702208 0.4726277 1.0706467 -1.3700955
#> [,239] [,240] [,241] [,242] [,243] [,244]
#> [1,] 0.008605397 0.4970333 -0.3624708 1.2915458 1.1095598 0.6034212
#> [2,] 2.082965806 -0.1444478 0.4235007 -0.1197170 -0.2196335 1.1203916
#> [3,] 0.962529238 -0.6441369 0.4860140 -0.6917792 0.7585132 -1.5479628
#> [,245] [,246] [,247] [,248] [,249] [,250]
#> [1,] 0.5172294 0.84339281 1.2379321 -0.8295041 -0.02518832 1.640607
#> [2,] 1.0995691 0.07750691 -0.5785257 0.3420553 0.20346540 1.278221
#> [3,] 0.6685014 -1.21789649 1.0075968 -3.0148727 2.66446045 -1.885957
#> [,251] [,252] [,253] [,254] [,255] [,256]
#> [1,] 0.24167142 -0.6482167 2.33788097 0.434502064 -0.2182541 0.16913417
#> [2,] -0.09564733 0.2111999 2.23789937 0.008481826 1.0244211 -0.07917754
#> [3,] 2.18821053 -0.7456880 -0.08377788 0.607564580 -0.6882377 -0.59963095
#> [,257] [,258] [,259] [,260] [,261] [,262] [,263]
#> [1,] 1.8335518 2.557307 -1.1100007 -0.6509400 0.56209057 -0.2854955 1.178031
#> [2,] 0.5679989 -1.195424 -0.5417096 -0.3712437 -0.04655598 0.4973700 -1.639080
#> [3,] 0.2760102 1.345269 -1.9817105 0.2236977 0.12960611 -1.0934602 1.567905
#> [,264] [,265] [,266] [,267] [,268] [,269]
#> [1,] -0.3965729 0.7869479 1.1872936 -0.9011810 -3.0037472 -0.4807697
#> [2,] 0.3598670 0.2108527 0.6860232 -0.9135717 1.1506643 -1.6768896
#> [3,] -2.0058145 2.5445525 -1.9651098 1.1056777 -0.4832736 -0.8504837
#> [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] -1.7989169 -0.5632198 0.6436404 0.03844484 0.7380094 1.4210776
#> [2,] -0.2536799 0.5010157 -0.7262466 -0.41614357 -0.4911467 0.9405835
#> [3,] 1.9461419 -1.0916535 0.7741098 0.72483082 0.4976721 1.4833099
#> [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] -1.1801058 0.8685817 -0.8052126 -0.640092 -0.3555171 1.2669373
#> [2,] 0.1949874 -0.5876666 0.3918554 -1.523486 -1.5365698 -0.4987143
#> [3,] 0.8344768 -2.5600835 3.9325458 -2.607438 2.1068053 -4.5559646
#> [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.01966594 0.03082074 -0.04186545 -0.9486566 3.3700107 1.2310847
#> [2,] -0.18986914 -0.55537543 1.32992743 1.8567083 -1.0552129 0.9480588
#> [3,] 4.03029316 -2.48752086 1.86769659 0.7130112 -0.3237943 -0.9388627
#> [,288] [,289] [,290] [,291] [,292] [,293]
#> [1,] 0.6108126 -0.2517698 0.21570924 0.66281299 -0.57170855 0.05035101
#> [2,] -0.1164436 1.6080524 0.04803107 -0.08858296 -0.05340055 0.10373840
#> [3,] -0.5255720 1.0765229 0.85581352 2.04646722 -1.10893076 2.23853706
#> [,294] [,295] [,296] [,297] [,298] [,299] [,300]
#> [1,] 0.5694331 0.9871567 -0.6600047 -1.184172 0.1912013 0.0759143 0.1428727
#> [2,] -0.4919723 0.9128325 -0.8033595 1.525693 -0.1145992 2.0080207 -0.2757718
#> [3,] -0.9728005 1.8560257 -0.7878218 1.442016 -2.1062475 2.4621371 -1.3434308
#> [,301] [,302] [,303] [,304] [,305]
#> [1,] 2.1346950 -0.01663466 -0.7912215 0.30114485 2.6432353
#> [2,] 0.5892967 -0.65329901 -0.4294263 -0.06513888 -1.5594411
#> [3,] 1.9936423 -1.21958639 1.2331140 -0.05276567 -0.8496803
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -0.07956051 0.06197718 -1.2970737 0.2320975 -1.0123401 -0.7904690
#> [2,] -0.41320838 -0.99136603 0.1343009 -1.4799750 0.4745756 -0.5118321
#> [3,] -0.43634419 0.89166157 0.7482223 -0.7617889 1.0398498 -1.3131700
#> [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] -1.113727 -0.01829149 0.7179847 -0.1659075 0.9105570 -0.6315247 -0.1826031
#> [2,] 2.222272 1.21829133 1.1252722 0.6903428 0.4710848 1.6103093 2.1866602
#> [3,] 1.771610 -2.89575757 3.0579274 -1.6818979 1.4751539 -0.9802196 -0.6581199
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20]
#> [1,] 0.2326706 1.9568660 -0.3957998 -0.8462422 0.3939922 0.4219835 -0.5227939
#> [2,] 1.6529411 0.5620035 0.7137362 -0.1086111 -0.7364604 -0.5100323 -1.7423005
#> [3,] 0.9572995 0.2237644 0.9805996 -1.5533862 3.0497201 -2.1608639 2.6441501
#> [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 0.02824089 0.4804276 0.7842884 0.04132758 -0.94973828 -0.8182413
#> [2,] -0.74054843 -0.3661655 -0.1613574 -1.17273614 0.07502949 0.3852729
#> [3,] -2.30143361 -0.2128174 -1.3735571 1.70948069 -2.57910953 1.6824305
#> [,27] [,28] [,29] [,30] [,31] [,32]
#> [1,] -0.03782487 0.7985362 -0.2087735 0.02156219 1.9880165 0.8321156
#> [2,] 1.20986389 -0.5392518 0.5719988 0.89435249 0.7099826 1.3576134
#> [3,] 0.27491486 -0.5470974 0.4743920 -0.11444905 -1.2280283 1.4679107
#> [,33] [,34] [,35] [,36] [,37] [,38] [,39]
#> [1,] -0.4250971 0.8722304 0.9529055 0.2089064 -0.16697094 -0.8629488 1.165057
#> [2,] 0.4520060 1.3383765 0.4359543 -0.4273057 0.09584944 -0.1181607 1.395215
#> [3,] -1.4316178 1.7336888 -0.5722342 -0.8014702 1.75533348 -2.3083853 1.392037
#> [,40] [,41] [,42] [,43] [,44] [,45] [,46]
#> [1,] 0.08806609 0.9633946 0.6556686 1.305740 -2.223990 0.6947665 0.2208252
#> [2,] 0.22684692 1.0967754 -0.8039738 1.848391 -0.207072 0.3863134 0.2768804
#> [3,] -1.09255639 1.3063753 -3.6050745 2.391450 -1.308355 1.6930495 -1.6950509
#> [,47] [,48] [,49] [,50] [,51] [,52] [,53]
#> [1,] 1.1909658 0.1664924 -0.2712785 1.7335822 -1.1795290 -1.0864941 0.2961749
#> [2,] 0.1873282 0.7121309 -0.5138162 0.1051465 -0.6101428 0.2282585 0.9466768
#> [3,] 1.8811420 -1.8471890 -0.4854050 1.3571059 -1.0842050 0.2524116 -0.9729694
#> [,54] [,55] [,56] [,57] [,58] [,59]
#> [1,] -1.4883248 0.1053131 -2.2397718 0.7955187 -0.8579631 -0.8649050
#> [2,] 0.5111430 0.4248395 -0.1421936 1.0516526 1.3794966 -0.2436107
#> [3,] -0.4297072 -0.8056655 -0.8112751 -0.2956342 -0.5423829 1.4128946
#> [,60] [,61] [,62] [,63] [,64] [,65]
#> [1,] 0.6867312 -0.9151249 0.46948048 1.9139850 -0.6506851 -1.0069438
#> [2,] 0.3107706 0.2352462 0.47619424 -0.3907328 -0.0309436 -0.5211980
#> [3,] -1.9864004 0.4600320 -0.08429131 -1.1465065 1.2946256 -0.5210305
#> [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] -1.0514911 -0.05088421 -0.9895376 0.03792549 0.7467174 0.2956815
#> [2,] 0.4446182 -0.63245659 1.1569321 0.34805645 0.7464848 -0.2817291
#> [3,] 0.1756749 -0.51053185 -0.7194847 0.99927846 -0.8283862 0.5490517
#> [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.66138922 0.7942516 -0.3858699 -0.1383694 -1.6154521 -0.1735478
#> [2,] 1.13302563 1.1947145 1.3857946 -0.5193053 0.3045169 0.5613870
#> [3,] -0.06293578 0.7510261 -1.2695192 1.7221150 0.8545323 -1.5019592
#> [,78] [,79] [,80] [,81] [,82] [,83]
#> [1,] -0.2185683 1.6989689 -0.4378956 -0.7779251 -0.8162869 0.2218465
#> [2,] 0.5424663 -0.5349347 1.3119772 0.1546103 -0.8230428 1.2353689
#> [3,] -0.9567760 -0.7376805 1.9567883 -2.3481524 2.6504179 -2.1535449
#> [,84] [,85] [,86] [,87] [,88] [,89] [,90]
#> [1,] -0.472012 -1.339922 0.419237 0.3595488 2.090117 0.6025108 -2.0568871
#> [2,] -1.018687 -1.644122 -1.202437 -0.6476529 0.335777 -0.7282508 0.5578183
#> [3,] 1.949507 -2.802634 3.537260 -2.4323001 2.906280 -2.5130920 0.8812548
#> [,91] [,92] [,93] [,94] [,95] [,96]
#> [1,] -1.44006433 -0.1883325 0.2589812 -1.76847642 -0.595331583 0.4481785
#> [2,] -0.27210706 -0.6238196 0.8647774 0.78747566 0.003151311 -1.2488959
#> [3,] -0.08484218 0.5848706 -0.2167742 -0.02398606 0.251080428 1.2126696
#> [,97] [,98] [,99] [,100] [,101] [,102] [,103]
#> [1,] -0.4509244 -1.494111 0.7879326 0.0273882 -1.261899 -0.2557871 1.3189804
#> [2,] -0.2618780 1.300055 1.6647573 -0.6439946 0.412983 -0.5156401 0.2489754
#> [3,] -1.4763558 1.806275 -0.6812427 0.7221480 -1.686053 1.6060844 -0.2373789
#> [,104] [,105] [,106] [,107] [,108] [,109]
#> [1,] 0.1306792 -1.5011305 0.2735238 -0.5837141 1.0229158 -0.9710777
#> [2,] -1.9152279 0.5427996 0.5061039 -0.4478960 -0.7505546 0.5824103
#> [3,] 1.1971585 -0.4593451 -0.8590127 1.1485682 -1.4795024 1.4350957
#> [,110] [,111] [,112] [,113] [,114] [,115]
#> [1,] 0.08320922 -0.123897 2.0224252 0.9823612 2.0823829 0.7275435
#> [2,] -0.74198512 0.531025 0.9633299 -0.5047361 -0.2721178 0.7692069
#> [3,] -1.17465957 1.855511 -2.2727444 0.3669867 0.8167798 0.6673277
#> [,116] [,117] [,118] [,119] [,120] [,121]
#> [1,] 0.3131070 0.8138721 -0.5806985 -0.2603477 -0.05986758 -1.2923238
#> [2,] -0.6090044 -0.3882943 0.4889803 -1.0845412 1.44856920 -0.1421464
#> [3,] -1.2405002 -0.5688552 0.3473167 -1.2284682 0.97452349 -1.3722340
#> [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 1.164146 0.6490586 -0.08818242 -0.94882002 -0.6575484 0.16659049
#> [2,] -1.267347 0.2352149 0.76218867 -0.01199471 0.7330755 -0.01438355
#> [3,] 1.014750 0.2626520 0.31145995 1.46831582 -0.8724723 0.38825588
#> [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.2977274 -1.00661150 -2.2321409 -0.6337091 -1.076923 -0.43262939
#> [2,] -1.3664828 -0.37852392 0.6536885 0.2567605 1.178444 0.03767462
#> [3,] -0.7579180 -0.01930235 -1.5394139 0.9294678 -0.477002 1.21710074
#> [,134] [,135] [,136] [,137] [,138] [,139]
#> [1,] -0.2065136 -0.1815775 1.0716243 -0.1592886 0.2105045 -0.5323930
#> [2,] 0.8432671 -1.2273849 -0.1735676 0.6147146 -0.2190534 -0.3877958
#> [3,] -1.2727460 1.1863639 0.3816620 0.1760822 -1.3107873 0.6555773
#> [,140] [,141] [,142] [,143] [,144] [,145]
#> [1,] -0.8889324 0.4196026 0.01024715 -0.2589773 0.1835290 -0.6140718
#> [2,] -1.0056924 -0.8844108 -0.10740251 -0.2575343 0.7925461 1.3661880
#> [3,] -0.9608280 1.1854496 -0.73723392 -0.4954659 0.7909874 -1.5907940
#> [,146] [,147] [,148] [,149] [,150] [,151]
#> [1,] 0.9849294 0.9966773 0.9356276 -0.3831331 -1.429140 -0.00876707
#> [2,] 0.6722916 -0.8323215 -0.3024339 -0.9453930 -1.860203 0.38571072
#> [3,] 0.2221937 -0.5425180 -1.1248924 1.7133365 -3.597413 2.62663996
#> [,152] [,153] [,154] [,155] [,156] [,157]
#> [1,] -1.2649914 -1.0663182 0.5774242 -1.5372237 1.8127303 -0.1605584
#> [2,] 0.9016731 0.2597377 -0.3693410 -0.4080383 0.6436074 -1.1981084
#> [3,] -1.9256097 1.9292840 -2.2627578 0.2395754 0.3760638 -1.0085891
#> [,158] [,159] [,160] [,161] [,162] [,163]
#> [1,] -0.3755482 0.5069801 0.7497612 -0.7964336 -0.4011298 2.228362
#> [2,] -0.5372635 -0.5275806 2.0822294 0.9018388 -3.3541264 -0.771964
#> [3,] 1.4013553 0.1562795 -0.3918750 -1.1882419 1.2582177 -1.889805
#> [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] -0.2513383 -1.447164 -0.331800 0.06455702 -0.6630329 -2.0909025
#> [2,] -1.1209876 -1.129563 -1.175128 -0.79591490 -1.1658445 0.1188344
#> [3,] 1.3314162 -1.070665 1.326303 -3.25246540 2.3063702 -0.7662787
#> [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] -1.4809739 1.0608241 -0.3611874 0.1690687 0.1216033 2.9056291
#> [2,] -0.6302922 -0.3202296 1.4284993 0.4626655 0.6646269 -0.7953187
#> [3,] -1.1991459 0.2548090 -0.5177115 1.0828055 -0.3398105 0.9713804
#> [,176] [,177] [,178] [,179] [,180] [,181]
#> [1,] 1.4590403 0.2142474 0.6372661 -0.8493415 -1.93314329 -2.034907
#> [2,] -0.8335543 -1.5526320 -0.1934195 -1.2097039 -0.13633713 -1.425133
#> [3,] -0.2526903 -0.6440096 0.4523537 -0.1825895 0.01437519 1.211768
#> [,182] [,183] [,184] [,185] [,186] [,187]
#> [1,] -0.7429335 -0.6227467 0.04859703 1.835229180 0.7199942 -0.4230614
#> [2,] -1.0817905 0.4907781 1.49643448 -0.007836794 -0.8900221 -0.5810663
#> [3,] -3.1306620 1.1856673 -1.96295320 1.939042743 -2.8432014 0.5761493
#> [,188] [,189] [,190] [,191] [,192] [,193] [,194]
#> [1,] -0.3156751 0.2710062 -0.2093814 -1.105799 0.1697312 0.7004589 0.1889007
#> [2,] -0.5037060 -0.2369911 0.6738901 -2.358948 0.7648580 0.1918251 -0.1453307
#> [3,] -0.8209186 0.3810072 0.1364297 2.051689 -1.0982069 1.4895885 -2.3778957
#> [,195] [,196] [,197] [,198] [,199] [,200] [,201]
#> [1,] 0.1705592 1.2928975 -0.3135060 -0.1657184 1.2344553 1.977990 0.1738431
#> [2,] -0.2436623 0.7478447 0.1045702 -0.9641275 0.4746812 1.646635 -1.1692677
#> [3,] 2.2769419 -2.6341761 1.9095802 -0.9902284 1.3259279 -2.244535 2.2310606
#> [,202] [,203] [,204] [,205] [,206] [,207]
#> [1,] 0.2711006 -1.26101123 1.3796956 1.8091703 -0.6082302 -0.6577968
#> [2,] -0.5905548 -0.06479496 -0.5395162 0.7268061 1.5714627 0.1460352
#> [3,] -1.1037919 1.68078551 -1.9842404 1.1178421 -0.9081677 -1.1462231
#> [,208] [,209] [,210] [,211] [,212] [,213]
#> [1,] -0.5921384 -0.9858419 1.0253060 -0.1601155 0.4916436 -0.9802388
#> [2,] -1.8269275 0.5670628 -0.6220593 0.1611942 -0.2889331 -1.4252910
#> [3,] 0.1246331 -0.9945037 1.9256207 -0.7518277 0.4579145 -1.1603571
#> [,214] [,215] [,216] [,217] [,218] [,219]
#> [1,] 0.08430474 -0.06233509 2.2724233 -0.2976313 1.644032061 -0.4091467
#> [2,] 0.43670998 0.93960029 0.7032828 0.4180555 0.006959225 -0.3592516
#> [3,] 1.05142674 -1.94938082 2.2803917 -1.9423755 1.592348099 -1.1611641
#> [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.3733502 0.5307714 0.4891857 -0.60401454 -1.7490927 0.2012905
#> [2,] -0.9116431 0.6096283 -0.7288444 0.05343563 -0.5497322 1.2180830
#> [3,] 0.1061477 0.4109165 0.7601420 -1.39229343 1.8906793 -2.4259895
#> [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.02847771 0.02618587 2.0499531 -2.5564322 -1.468547 -1.3393423
#> [2,] -0.63331371 0.14760643 0.1193877 -0.5996503 0.307497 0.6656105
#> [3,] 1.46796861 -2.64443035 2.1142897 -3.4597820 3.732326 -2.5421938
#> [,232] [,233] [,234] [,235] [,236] [,237]
#> [1,] -0.04886252 1.212039 0.1908193 1.2497590 -0.59399322 0.06574709
#> [2,] 0.08424805 1.420083 -1.0227031 0.9267188 -0.86692902 -0.36304553
#> [3,] 3.68343074 -2.583346 0.3033217 -0.4544132 0.02353266 0.83641508
#> [,238] [,239] [,240] [,241] [,242] [,243]
#> [1,] -1.1607350 -0.90243653 0.4509303 0.2034536 0.6991683 -0.2680006
#> [2,] -1.1009198 0.83905361 -1.1531605 0.7768656 -1.3878373 0.8621834
#> [3,] 0.5002383 -0.07028554 0.7578050 -0.2292087 -0.6816545 0.1223719
#> [,244] [,245] [,246] [,247] [,248] [,249]
#> [1,] 1.661615 0.6590604 -1.4929742 0.24065363 -0.4414107 -1.0567281
#> [2,] 1.324678 0.4771234 0.4803618 -0.06005408 -0.7586455 -0.5599122
#> [3,] -1.066374 0.3842121 -1.0347812 0.15901550 -0.8998559 0.3170557
#> [,250] [,251] [,252] [,253] [,254] [,255] [,256]
#> [1,] 0.2711449 1.0532443 0.3257184 1.366822 -1.6838142 -0.1503228 0.2710657
#> [2,] 0.5380890 2.8990206 0.8086451 2.493315 0.4299069 1.1194606 0.3523328
#> [3,] -0.1913152 -0.6711331 -1.8311955 1.992346 -3.0224776 2.3823786 -1.8264960
#> [,257] [,258] [,259] [,260] [,261] [,262] [,263]
#> [1,] -1.1667990 -1.2629043 1.007812 -0.4464551 1.746409 -1.0472143 0.08956158
#> [2,] -0.9444384 -0.2265087 -1.043623 -1.0321812 1.571474 0.7578056 0.74089277
#> [3,] 1.4463501 -2.7778800 3.234183 -1.4122132 0.755203 -0.4057313 0.94715805
#> [,264] [,265] [,266] [,267] [,268] [,269]
#> [1,] -0.8262181 -0.3692163 0.06311044 0.10591637 -0.8609400 -0.2925022
#> [2,] -0.8375295 -0.3406442 -0.63391768 0.04598786 0.1457068 0.5591113
#> [3,] -2.3722998 2.0850066 -2.31140978 3.66234211 -1.9362577 -2.0647317
#> [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] -0.60476180 0.4784620 -0.30547331 -0.03661187 -0.6965376 -1.1526374
#> [2,] -0.06062503 0.8835613 -0.10256550 -0.80566841 -1.2206845 -1.7856905
#> [3,] 2.80371166 0.1762031 -0.06826653 -1.04870315 1.2718347 -0.8030124
#> [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 0.42204638 -0.1549883 1.0317899 0.5720791 -0.1491985 -2.0917751
#> [2,] 0.08047968 1.8361002 1.1033921 -0.8732612 -1.2465492 -0.6438415
#> [3,] 0.65655410 -1.1721585 0.2422958 -1.1771955 -0.3903058 0.1222196
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] -0.9818870 0.1736232 -0.8781663 1.6298833 1.6743872 1.724842 2.0583875
#> [2,] -0.4881570 -1.3094434 -0.3461370 0.1267921 0.7608269 1.592050 0.6678889
#> [3,] -0.5502258 -0.7249716 -0.6346528 0.5726159 0.3023021 0.965736 -1.2517333
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] -0.4192141 0.2868977 1.3998658 0.8839360 -0.1554868 0.1510483 -1.573740
#> [2,] 2.5554001 0.8942959 -0.2833624 -1.3776768 0.5248289 -0.2826035 1.655272
#> [3,] 2.3245237 1.6637603 -1.4200340 -0.2909461 1.8171674 -1.9914829 1.082325
#> [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 2.48886292 1.0068329 1.51574566 0.01485202 0.8860414 2.0656423
#> [2,] 0.04716117 0.5932993 -0.00580886 0.15828072 0.4553047 0.3889477
#> [3,] -2.34228812 2.1070692 -3.08422169 2.20307438 -0.6987893 0.9303521
#> [,302] [,303] [,304] [,305]
#> [1,] 1.0306009 -1.0187309 0.09651916 0.7612657
#> [2,] 0.7741049 0.1136644 1.20606905 -0.1882282
#> [3,] -1.1297264 1.3835218 -2.05754597 0.2730299
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -1.3436372 0.01537329 -0.1758418 -0.2941054 0.7882488 1.4858075
#> [2,] -1.3610952 1.22632530 -0.4639178 0.5399780 1.2197550 -0.9245572
#> [3,] 0.1252077 -0.99734313 -0.7824210 -0.2592762 -2.0943514 1.1058928
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] -0.04692619 1.3683735 -0.4750645 -0.4927112 1.163878 1.939819
#> [2,] -0.45509418 -0.8773667 -0.3003610 -0.7290778 -1.983175 -1.122768
#> [3,] -2.78795306 2.9010564 -2.4948772 0.9255593 -1.962630 1.533730
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] 0.09365531 -0.3467756 0.93766048 -1.3058051 -0.6968578 1.413944
#> [2,] -2.26994157 -1.8534437 -0.09901776 -1.1553059 0.7481431 2.068890
#> [3,] -1.55733522 0.7073144 -0.97657235 -0.6077346 1.4941922 -1.087295
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] -1.118355 0.7683261 0.3110229 1.2545724 -0.7733841 0.8293269778
#> [2,] 1.111298 0.1174784 0.1482830 -0.7508608 -0.1199053 0.0009756254
#> [3,] 2.505470 -1.5422589 2.2686860 -0.7138893 1.2264089 -1.8621530857
#> [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] -1.6658877 0.8178204 0.4917547 -0.06966331 1.1752497 -0.3913491
#> [2,] -0.4672974 -0.7500065 0.4636826 1.54278559 -0.3969043 0.0259674
#> [3,] 2.1573643 -2.4073248 0.5709706 -0.37296109 -0.3010948 0.8436777
#> [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] -0.9836920 -0.21152038 -2.3538655 -0.6171049 0.5401704 0.5380916
#> [2,] -0.2026850 0.07922045 -0.1959786 -0.8109733 -0.0626820 0.3219831
#> [3,] -0.5071307 -0.92511142 1.1402065 -2.5401401 1.5518918 -1.8448071
#> [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] -0.98699623 0.9082995 1.035521 2.2742824 0.01905598 -1.303336
#> [2,] 1.45181649 -0.2207659 -1.258992 2.0727309 0.20910991 1.278246
#> [3,] -0.08177161 1.8497530 -0.870482 0.1444518 -1.54016099 2.783043
#> [,43] [,44] [,45] [,46] [,47] [,48]
#> [1,] -0.2111766 0.7606585 1.1020695 -0.9653824 -0.9362700 1.3808325
#> [2,] -1.3055244 1.8069337 -2.0335986 1.2455191 -1.1405857 -0.9149114
#> [3,] -2.7336534 1.4916688 0.5987818 -2.5148556 0.8667477 -1.7197083
#> [,49] [,50] [,51] [,52] [,53] [,54]
#> [1,] -0.9729182 -1.9533494 -0.1645157 0.6665693 0.2001081 -1.9456378
#> [2,] 1.1832528 -0.1251585 -1.6020057 0.1947894 -1.2449559 -0.8183566
#> [3,] 2.8995883 -1.1005987 1.8363375 -0.8969583 -0.3062830 -0.3751241
#> [,55] [,56] [,57] [,58] [,59] [,60]
#> [1,] -1.2899069 0.7143534 0.5774914 1.4619823 0.62686093 -1.5535248
#> [2,] 1.3619956 -0.3260028 -1.1853281 0.7449982 0.34402178 -0.5072970
#> [3,] 0.1244498 -1.7461469 2.7646327 -0.3241520 0.04849311 -0.6829916
#> [,61] [,62] [,63] [,64] [,65] [,66]
#> [1,] -0.10792267 0.4401434 -0.1474699 0.2002061 -0.3712392 -0.07384228
#> [2,] -1.87446913 -0.3470985 -1.3078447 1.7189931 -2.2239634 -0.53290535
#> [3,] -0.01862881 -2.7910286 1.4981786 -2.2247289 1.8710743 -1.68507447
#> [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] -1.7015349 -0.3900385 0.07567857 -1.1462069 0.9440967 0.0814422
#> [2,] -0.3341494 -0.2551542 0.68955938 -0.9195377 0.2042134 1.0643566
#> [3,] 1.5017496 0.1076235 -0.38689085 0.7487892 -0.5504230 -1.2331844
#> [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] -0.7413673 -0.1086388 0.8035306 0.02273775 0.4775271 0.455730647
#> [2,] 1.9031536 0.1663022 0.4836972 0.10012020 -0.7011003 -0.008025075
#> [3,] -0.1925539 -1.4242882 2.8445651 -3.32354932 4.2047557 -4.498627508
#> [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.9963114 -0.3198893 0.6583548 -0.3957991 0.30222744 -1.8380527
#> [2,] 0.8794937 -1.6104287 -1.4144158 -1.2779735 -0.13495794 -0.4116037
#> [3,] 3.1164059 -1.0195230 0.5276762 0.1346741 -0.05909893 -0.9715577
#> [,85] [,86] [,87] [,88] [,89] [,90]
#> [1,] 0.7201303 -0.07919818 0.2441243 1.7405756 -0.4960307 -0.2446906
#> [2,] -0.4787165 0.78352558 0.4852119 0.8174308 0.8263852 -0.3241565
#> [3,] 2.0966976 -1.91096302 1.5431265 -1.0960060 -0.0366707 -0.6731007
#> [,91] [,92] [,93] [,94] [,95] [,96]
#> [1,] 1.0715438 -1.0308284 0.61683301 -0.4157158 -0.87578871 1.1257219
#> [2,] 0.6891559 -0.2569818 -0.06900977 -1.2365494 0.09521058 0.7999694
#> [3,] 0.8659044 -1.7206156 0.05362657 1.1584113 -0.11213654 -0.3019223
#> [,97] [,98] [,99] [,100] [,101] [,102]
#> [1,] 0.4743484 0.7395665 -0.6056006 -0.1765443 -0.8439070 -0.3802993
#> [2,] -1.2913972 -0.7444928 0.9999742 1.1278130 -0.8052988 -0.9607382
#> [3,] 0.4810217 -1.2485620 0.1435315 1.2575009 -1.4575907 1.0014521
#> [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 0.6507847 0.1436736 0.9639134 -1.2153432 1.4864132 -0.79095213
#> [2,] -0.3852905 -0.5796543 0.4410324 -0.8386789 0.3386733 0.02735258
#> [3,] -1.1034803 0.7706402 -1.8469193 1.5337146 -1.1888440 0.18390022
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115]
#> [1,] 0.8667974 1.5130588 1.3897257 -0.07688313 1.0525716 1.330043 -0.6376194
#> [2,] -1.4301305 0.1656574 -0.8235401 -1.78418432 0.3271734 1.677794 1.2544151
#> [3,] -2.0620051 1.2356995 -0.1670602 0.39075878 -0.6653058 1.609842 0.8944762
#> [,116] [,117] [,118] [,119] [,120] [,121]
#> [1,] -0.1768886 0.747440 -0.4710676 1.0768353 0.9902090 1.13076316
#> [2,] -1.9303638 -0.236162 -0.7653874 -0.5726678 -0.8430754 0.02563881
#> [3,] -1.2153501 1.880989 -2.2274879 1.7652930 -2.5521669 1.96167231
#> [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 0.4078880 0.1054407 -0.4131580 0.3490401 -1.375576 0.61504828
#> [2,] 0.1716228 -1.9698512 -0.4868569 1.3625175 -1.463335 0.04446721
#> [3,] -2.8140031 0.3587058 -0.2667925 0.3447996 -0.377272 0.01607838
#> [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] -0.047124409 0.09591283 0.9171352 -0.8615409 -1.18264207 -1.2520122
#> [2,] -0.002186474 -0.90084830 -1.7956131 -0.1289862 -0.05731951 -0.2056425
#> [3,] 0.296560548 -1.01400534 -0.1605423 0.1984282 0.97801006 -0.5010719
#> [,134] [,135] [,136] [,137] [,138] [,139]
#> [1,] -0.81354805 0.5529270 0.2259346 1.2698096 2.0056325 0.1642306
#> [2,] -0.02325826 -1.1379829 -1.6762071 -1.1358647 -0.1109148 0.3363088
#> [3,] 1.13035431 0.8219426 -1.8077123 0.3065597 -0.1763334 -1.4457236
#> [,140] [,141] [,142] [,143] [,144] [,145]
#> [1,] -0.8053774 -0.7907765 -1.4067717 -0.3992106 1.10740178 0.7723267
#> [2,] 1.2395733 2.4586515 -0.3711724 0.5114379 -0.06208309 -0.4106545
#> [3,] 1.7500924 -0.7711970 0.1843235 -0.3480722 0.51877946 -0.3899961
#> [,146] [,147] [,148] [,149] [,150] [,151]
#> [1,] 1.0909530 1.1535998 -0.0884941 -0.2801079 -1.0105733 0.17733175
#> [2,] -0.4083517 -2.0759744 -1.5377424 -1.4014349 0.4450242 0.08412124
#> [3,] 0.9495210 -0.8679473 2.5339842 -2.2121485 3.4760017 -2.29597718
#> [,152] [,153] [,154] [,155] [,156] [,157]
#> [1,] -1.034231 -1.18917290 -0.2982471 -0.1199064 -0.03089287 -0.7489844
#> [2,] -1.249597 0.07167947 -0.5426739 -1.1890285 0.60934025 -0.2883279
#> [3,] 1.322929 -2.53233690 2.6629641 -2.4739126 0.54057100 0.4749971
#> [,158] [,159] [,160] [,161] [,162] [,163]
#> [1,] 1.16119881 -2.1904197 -1.2224272 -0.5152299 -0.6107515 0.08554577
#> [2,] 0.66446402 -0.8576149 0.4029466 -0.2920505 0.6250003 -1.13037031
#> [3,] -0.02368927 -0.2623405 -1.2400224 0.6869617 -0.5229739 0.19183018
#> [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 0.6163392 0.79966834 0.02609314 -0.40924960 -0.27446480 -0.3717405
#> [2,] 0.2778388 1.54047595 0.04109686 0.06561271 -0.24505582 0.2262867
#> [3,] 0.1199977 0.07700356 0.89739476 -0.54641066 0.07985333 -0.1785938
#> [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.5083474 1.621844 1.8253881 -0.07754375 -0.09593554 0.9040171
#> [2,] 0.5011866 -1.102596 -1.3696298 1.52343081 1.85964554 -0.7169995
#> [3,] 1.4566855 -1.313345 0.9896212 -2.39827553 2.37650375 -1.7537209
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] -0.4929601 -0.7371749 0.5332472 -0.2459012 0.8865960 -0.2351678 -1.7699098
#> [2,] 0.8473879 0.4583087 1.6189993 -1.0744012 0.9975761 -0.2855424 -0.6582333
#> [3,] 1.2138036 -2.6248200 1.8808562 -3.0261992 3.1274681 -1.5081469 1.8499909
#> [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] -0.2886608 0.2963173 0.3558769 -0.2273048 0.6398870 1.4847574
#> [2,] -0.7516096 0.1949874 0.7864336 0.9113305 0.8691252 0.2753881
#> [3,] -1.5027724 1.6328495 -0.6130451 0.3593212 0.2253462 -1.2422650
#> [,189] [,190] [,191] [,192] [,193] [,194]
#> [1,] -0.008435698 1.5232205 0.2823838 1.5463054 0.6783445 1.130415
#> [2,] -0.810195991 0.3077426 1.0530640 0.6031988 0.2778692 -1.403854
#> [3,] -0.197109088 1.6295063 -2.0422394 2.3297604 -2.4291006 2.294693
#> [,195] [,196] [,197] [,198] [,199] [,200]
#> [1,] 0.6690607 -0.8929144 2.3266229 -1.254201 1.25874468 0.06530626
#> [2,] 0.2082597 -0.3713483 -0.1693681 1.244277 0.05758322 -1.24538316
#> [3,] -2.9382947 1.1198400 -1.4544133 2.782360 -1.51141889 1.75562192
#> [,201] [,202] [,203] [,204] [,205] [,206] [,207]
#> [1,] -1.279871 -1.390803 0.637346 0.7134566 1.4908221 -1.6765250 0.2431028
#> [2,] 0.845500 1.021672 1.670659 2.7634208 0.6350261 -0.6572611 -1.6466589
#> [3,] -3.639884 2.267883 -1.697360 -0.2244504 -0.4996092 -0.6936650 0.2909754
#> [,208] [,209] [,210] [,211] [,212] [,213] [,214]
#> [1,] -2.4421034 0.1601088 -1.591130 -0.105245 -0.6326139 0.8777595 1.9569516
#> [2,] -0.4756589 0.4583713 1.477178 1.177299 0.7003979 1.2112876 0.1772144
#> [3,] -1.5360990 2.0386631 -2.875163 2.145852 -2.3538507 1.8310421 -0.9107596
#> [,215] [,216] [,217] [,218] [,219] [,220]
#> [1,] -0.1714644 -0.1667528 1.19891109 -0.4746759 0.2631756 0.2501746
#> [2,] -1.8673788 -0.1594524 -0.03362641 -0.2091148 -1.3017395 0.1360458
#> [3,] 1.5932144 -2.7105552 1.02125030 -1.6800107 2.6726589 -2.3555594
#> [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] 1.218579 -0.01304228 -0.2433040 -0.2827526 0.7438269 -0.2988829
#> [2,] -1.363053 -0.93371574 -0.9076044 -0.9038705 -0.4607950 0.8516227
#> [3,] 1.358243 -2.30726215 1.5814410 -1.2531062 1.3403646 -1.6998073
#> [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] -0.2312212 -0.7210761 -1.763534 1.33167151 -1.3174000 0.6186580
#> [2,] 0.6362771 -0.6617701 2.471889 -0.01756855 -0.4303998 -0.2339246
#> [3,] 2.7085398 -1.2563436 1.747800 -2.87509192 2.9891849 -2.5317602
#> [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.4827069 -0.4929275 -1.116394 0.3491713 -1.8944797 -1.23844242
#> [2,] -0.1783827 -0.2513708 -1.525627 -1.9721350 -0.7368613 1.07130460
#> [3,] 2.3816852 -2.3976904 1.418211 -0.5825209 0.5575349 0.08722636
#> [,239] [,240] [,241] [,242] [,243] [,244]
#> [1,] -1.4228423 -0.1214425 1.20413410 0.6382807 0.13667661 0.7685082
#> [2,] -0.3389449 0.1807852 1.11902478 -0.8883676 0.66651580 -0.1752099
#> [3,] -0.2462958 0.4552241 0.02409949 0.2306789 0.02935084 2.3599639
#> [,245] [,246] [,247] [,248] [,249] [,250]
#> [1,] 2.0630045 -0.96060053 -0.5811935 0.2906620 0.8361025 -0.04797859
#> [2,] 0.5516571 -0.45422964 0.5940934 0.8088766 0.1901981 0.62782270
#> [3,] -0.8393029 0.05690807 -0.5136779 0.9938709 -1.1030286 0.17960161
#> [,251] [,252] [,253] [,254] [,255] [,256]
#> [1,] 0.3281511 -0.7138266 0.5958766 -0.7830431 -0.3951730 0.09305590
#> [2,] -0.1441483 1.2742532 -0.2294696 -0.1509116 0.7790848 -1.03295427
#> [3,] -0.2686196 0.1185901 -0.6255823 -0.4439320 -1.2203059 0.01626828
#> [,257] [,258] [,259] [,260] [,261] [,262]
#> [1,] -1.341313 -0.6325280 -0.9558487 0.12559453 1.08135154 0.8641613
#> [2,] 1.440063 -0.4691951 -0.8225406 0.07407229 0.02395458 -1.2324140
#> [3,] -0.259832 1.3078306 -1.6344047 0.85398550 0.01672436 0.8967834
#> [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] -0.4012371 -0.28479795 1.4160786 -0.6057097 0.1423802 -0.7203223
#> [2,] -1.4336821 -0.02411509 0.7711433 1.2684677 0.3583653 1.6227177
#> [3,] -1.7820523 1.62144881 -1.9316886 2.6186979 -2.9748159 2.2626653
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] 1.572470 1.749723 1.5861535 -0.44273219 -0.5666355 0.42535745 -0.7710748
#> [2,] -0.608459 1.958330 -0.2626832 1.32066580 0.5671430 0.08599129 1.8454502
#> [3,] -2.165082 3.867203 -2.9453789 0.08168263 -1.3799595 0.99351981 -0.2421043
#> [,276] [,277] [,278] [,279] [,280] [,281] [,282]
#> [1,] 0.4971288 -0.4321137 1.754156 1.9507264 0.4334583 -0.7123744 -2.0030417
#> [2,] 0.3119266 0.2129496 -1.086855 0.9876883 1.1973928 0.8881489 0.6656475
#> [3,] 1.0027830 0.1038720 -1.120626 0.6375584 -0.3120509 1.2575190 0.1658225
#> [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 1.0146589 0.4407419 -1.0123469 -0.1946238 0.1500171 0.2472986
#> [2,] -1.6310539 -1.7339893 0.4971683 -1.2950218 -1.1456000 -0.9698726
#> [3,] -0.9132663 1.5357704 0.3244640 -1.8103018 0.9260526 0.4124397
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] 2.774251 0.1625252 -2.5112037 0.2300929 -1.473196 -1.7462443 1.4622880
#> [2,] -2.992121 -0.7434057 1.4531376 1.1541335 1.123099 -0.4651507 -0.5612668
#> [3,] -1.652759 -1.7301379 0.8281983 1.1021286 -1.195852 1.0519922 -2.8046599
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 1.1498299 0.7607637 0.7674011 -0.8929575 -0.1257690 -0.651402 1.358657
#> [2,] -0.5224114 1.3158936 -0.5692285 -0.7103975 0.9398507 -1.121578 -0.128997
#> [3,] 1.4156285 0.1423931 1.9766971 -0.2732196 1.1399536 -2.366067 0.174386
#> [,303] [,304] [,305]
#> [1,] -1.4731612 2.4004857 -0.7035911
#> [2,] -0.1505035 0.9064276 -0.2921607
#> [3,] -0.8011592 0.5849754 -0.6663673
#>
#>
#> $rho
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.11693241 -0.03200774 -0.008807815 0.1000148 0.01155925
#> [2,] -0.03235427 0.16437298 0.150608755 0.1463710 0.08334052
#> [3,] -0.66173577 -0.80734131 -0.653688950 -0.7612913 -0.80225925
#>
#> $omega
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.4105191 0.4308803 0.3523415 -0.2704048 -0.2535665
#> [2,] 0.6488864 0.4410066 0.4194931 0.3403856 -0.3229451
#> [3,] 0.4079995 0.3291847 0.3694229 0.3294666 -0.2864351
#>
#> $sigma2v
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.1685259 0.1856578 0.1241445 0.07311876 0.06429596
#> [2,] 0.4210535 0.1944868 0.1759745 0.11586238 0.10429357
#> [3,] 0.1664636 0.1083625 0.1364733 0.10854824 0.08204508
#>
#> $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 8 6 7 6 6 4 5 5 6 5 5 5
#> [3,] 3 5 7 5 8 4 5 3 5 5 7 6 6 6
#> [,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 6 6 6 6 6 5 5 6 4 4
#> [3,] 6 7 5 9 4 7 7 7 5 6 6 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 7 5 6 7 6 6
#> [3,] 5 6 6 6 6 7 7 7 6 8 6 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,] 7 5 9 6 6 5 6 7 5 5 6 8
#> [3,] 6 5 6 5 6 7 5 6 7 8 5 7
#> [,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,] 6 7 6 8 6 6 6 7 6 5 6 7
#> [3,] 5 8 7 5 5 7 8 9 6 7 6 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 5 6 5 7 7 8 5 6 8
#> [3,] 7 5 5 5 8 5 6 4 5 7 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,] 6 8 7 7 6 6 6 5 5 6 6 8
#> [3,] 7 6 8 8 7 5 5 5 6 6 5 7
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 2 3 3 4 3 3 2 3 3 3 3 3
#> [2,] 6 7 6 8 7 6 7 7 6 5 6 5
#> [3,] 5 6 6 6 5 4 7 6 7 5 5 6
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 4 3 3 3 3 3 3 2 4 3
#> [2,] 7 7 7 5 8 8 7 8 7 7
#> [3,] 6 7 7 5 8 4 6 5 6 6
#> [,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,] 3 4 6 5 7 7 8 9 6 5
#> [,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 6 7 7 7 8 8 7
#> [3,] 6 5 5 7 8 6 6 7 6 7
#> [,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 7 7 7 7 6
#> [3,] 4 5 7 6 4 7 5 4 6 6
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 3 2 2 3 3 4 3 3 3 3
#> [2,] 7 8 8 6 5 7 7 7 6 6
#> [3,] 5 7 6 5 6 6 6 8 8 5
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 4 3 3 3 3 3 3 3 3 3
#> [2,] 5 7 8 8 7 7 6 9 5 8
#> [3,] 4 8 8 7 8 8 7 7 5 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,] 7 7 6 7 6 7 7 8 6 7
#> [,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 8 6 7 8 7
#> [3,] 8 7 6 7 7 7 8 6 6 7
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 3 3 4 3 3 2 3 3 3
#> [2,] 9 7 7 8 8 7 7 6 7 7
#> [3,] 7 7 7 9 7 6 7 6 6 8
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 3 3 4 3 4 3 4 3 4
#> [2,] 8 7 7 7 9 7 8 8 7 7
#> [3,] 6 7 7 8 7 6 7 6 6 7
#> [,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 6 6 6 6 6 5 7
#> [3,] 7 8 6 7 7 8 8 7 7 5
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 4 3 3 3 5 4 3 4 3
#> [2,] 6 7 6 7 6 4 8 5 5 6
#> [3,] 6 5 7 6 8 5 5 4 6 7
#> [,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 7
#> [3,] 7 5 6 4 6 6 5 5 4 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 2 3 4 4 3 3 3 3 3 4
#> [2,] 7 6 6 7 7 7 6 7 6 6
#> [3,] 6 6 6 5 7 7 7 9 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 8 5 4 6 5 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 7 7 7 7 6 8 7 7
#> [3,] 5 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 7 8 7 8 7 6 8 8
#> [3,] 7 7 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,] 6 6 7 6 6 6 7 7 7 6
#> [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 5 6 8 7 6 6 6 6 6
#> [3,] 5 5 5 6 6 6 6 5 6 6
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 3 4 3 3 3 3 3 3 4
#> [2,] 4 5 8 6 8 8 6 6 5 6
#> [3,] 1 2 7 5 6 6 5 4 7 6
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 4 3 3 3 2 3 3
#> [2,] 6 4 6 5 6 6 5
#> [3,] 6 3 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,] 3 6 5 5 4 5 6 1 2 1 4 1 0 0
#> [3,] 1 4 5 3 5 3 6 1 3 2 5 3 7 7
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 3 4 2 3 2 4 4 4 2 3 2 2
#> [2,] 4 7 3 4 6 5 3 5 6 8 4 4
#> [3,] 2 4 2 6 0 6 6 7 2 5 5 4
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 3 4 4 3 4 3 3 3 2 2 3
#> [2,] 5 4 4 8 2 5 6 4 5 5 6 7
#> [3,] 3 3 5 6 6 5 7 5 6 5 5 5
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 1 3 3 3 2 3 4 3 4 3 2
#> [2,] 4 5 3 5 4 3 7 8 5 2 6 2
#> [3,] 4 1 5 3 5 5 4 6 6 5 3 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,] 4 7 7 6 6 6 7 4 6 4 5 4
#> [3,] 1 7 5 3 4 6 7 8 5 8 5 3
#> [,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 8 4 5 4 7 4
#> [3,] 5 3 1 6 5 5 4 2 3 7 4 6
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 4 5 3 3 3 4 5 4 2 2 4 3
#> [2,] 7 4 8 6 7 8 5 3 6 3 6 4
#> [3,] 7 6 5 7 8 4 6 3 5 6 4 5
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 2 3 5 3 3 3 4 4 2 4 5
#> [2,] 4 5 5 3 6 6 8 8 4 4 6 2
#> [3,] 3 7 7 3 4 2 7 5 5 3 4 4
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 4 3 3 2 3 3 3 3 4 2
#> [2,] 6 5 5 3 7 6 6 7 5 6
#> [3,] 4 6 5 3 8 2 5 2 6 4
#> [,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 6 4 5 8 5 7 7
#> [3,] 0 1 6 3 6 6 7 8 4 4
#> [,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,] 4 4 2 6 6 4 5 6 6 7
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3 4 3 3 3 2 3 4 3 3
#> [2,] 5 4 5 4 4 6 4 6 5 3
#> [3,] 0 5 5 6 4 5 4 3 8 7
#> [,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 5 4
#> [3,] 3 3 4 2 4 4 6 8 6 3
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 4 3 2 4 3 3 3 2 2 2
#> [2,] 4 6 8 7 4 5 4 6 4 5
#> [3,] 2 4 7 4 7 8 6 5 4 3
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 5 3 4 4 3 3 2 3 4 3
#> [2,] 8 6 7 6 4 3 5 7 5 6
#> [3,] 4 8 5 6 6 6 6 7 5 6
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3 4 3 2 3 3 2 2 4 4
#> [2,] 6 5 6 5 7 6 5 7 6 6
#> [3,] 7 6 3 5 5 6 7 2 6 4
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 3 2 3 4 2 3 3 3 3
#> [2,] 7 4 6 5 6 3 3 5 4 6
#> [3,] 6 6 6 6 6 3 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 4 5 6 3 7 4
#> [3,] 5 4 7 6 5 5 6 5 5 4
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 2 3 3 3 3 2 4 5 2 4
#> [2,] 6 4 7 4 6 6 6 6 7 2
#> [3,] 7 6 6 6 4 5 6 4 5 4
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 5 4 3 3 3 5 4 4 2 4
#> [2,] 5 3 6 8 7 2 3 1 4 6
#> [3,] 3 5 8 4 5 3 2 2 7 6
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 4 3 2 2 3 3 3 3 3 4
#> [2,] 4 6 5 4 7 5 8 7 7 6
#> [3,] 6 7 6 1 5 5 6 7 4 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 3 3 3 3 5 4 4 3 3 4
#> [2,] 7 7 7 7 6 6 7 6 5 6
#> [3,] 7 7 7 7 8 5 7 5 6 7
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 4 3 4 3 4 5 4 4 3
#> [2,] 5 5 3 5 5 1 3 4 3 7
#> [3,] 7 4 6 5 2 2 7 6 4 5
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 4 3 4 4 4 3 4 4 4 4
#> [2,] 7 9 6 5 6 5 6 7 7 7
#> [3,] 6 5 6 5 5 6 5 6 6 7
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 2 3 3 2 3 3 3 3 3 2
#> [2,] 3 2 5 6 6 5 6 6 5 6
#> [3,] 5 3 5 4 5 4 4 4 7 5
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 4 3 3 4 3 3 4 3 3
#> [2,] 7 6 8 6 7 8 8 7 8 6
#> [3,] 7 7 7 6 6 7 7 6 8 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 3 5 3 4 4 3 2 4 3 4
#> [2,] 5 5 7 6 6 6 6 7 9 6
#> [3,] 6 5 6 8 5 8 4 4 7 3
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 4 3 4 3 4 3 3 4 4 3
#> [2,] 0 2 5 5 6 5 6 1 8 7
#> [3,] 0 0 7 5 4 6 4 0 5 5
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 4 4 2 5 2 4 4
#> [2,] 5 1 7 5 5 6 5
#> [3,] 6 0 5 4 6 7 6
#>
#> , , 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,] 0 3 3 2 3 5 9 0 2 0 3 0 0 0
#> [3,] 0 3 6 2 5 2 5 0 3 1 5 2 7 5
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 2 3 3 3 1 5 5 4 3 3 3 2
#> [2,] 4 6 2 4 7 5 4 4 6 7 2 2
#> [3,] 3 4 1 7 1 6 7 6 1 4 5 3
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 2 4 4 4 3 3 3 4 3 3 2
#> [2,] 4 3 3 7 2 5 3 3 5 5 4 7
#> [3,] 2 2 5 5 5 4 6 5 6 5 4 6
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 4 4 4 2 2 3 2 2 3 3 3 3
#> [2,] 4 5 1 5 4 2 6 7 4 2 6 2
#> [3,] 5 0 6 2 4 6 5 3 7 5 5 5
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 4 4 3 1 3 3 2 3 3 2 3
#> [2,] 4 6 8 4 6 6 6 4 8 3 5 2
#> [3,] 1 7 5 3 5 6 7 5 6 7 6 3
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 2 4 3 2 3 4 4 1 3 3 4 1
#> [2,] 7 5 2 5 3 3 7 2 3 4 7 3
#> [3,] 7 4 2 3 6 4 4 1 2 8 3 5
#> [,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 4 3 3 3
#> [3,] 7 6 4 6 7 5 4 2 4 6 5 6
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 3 4 3 3 3 4 3 4 3 3 3
#> [2,] 3 5 3 4 7 4 7 7 4 2 7 2
#> [3,] 3 5 5 4 2 1 9 6 5 1 3 5
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 5 3 4 2 3 2 3 3 3 2
#> [2,] 5 4 4 1 5 7 4 7 3 5
#> [3,] 4 7 5 4 6 1 5 0 4 2
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 4 4 5 3 3 2 2 3 3 3
#> [2,] 1 0 6 5 3 4 7 4 8 7
#> [3,] 0 1 6 2 5 4 6 6 4 3
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 4 4 3 2 2 4 5 3 5 3
#> [2,] 5 4 6 4 4 5 5 6 6 4
#> [3,] 3 4 2 5 8 4 5 5 4 4
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 4 3 3 3 4 2 3 4 3 2
#> [2,] 3 4 6 3 3 4 4 6 5 3
#> [3,] 0 4 5 4 2 7 1 1 5 4
#> [,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 5 3 2
#> [3,] 4 4 5 2 3 6 5 6 5 2
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 4 4 3 2 3 4 3 3 3 4
#> [2,] 1 5 7 5 4 3 4 6 2 5
#> [3,] 3 3 6 6 5 6 6 5 3 4
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 4 3 4 4 3 5 2 4 4 3
#> [2,] 7 5 6 5 4 1 5 7 5 4
#> [3,] 7 6 5 6 6 6 7 7 4 7
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3 4 3 2 4 5 3 3 3 4
#> [2,] 6 4 6 6 7 6 5 6 5 3
#> [3,] 5 5 2 4 8 6 6 4 5 7
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 4 3 3 4 4 2 3 3 4 4
#> [2,] 6 4 4 6 5 3 4 3 2 6
#> [3,] 6 6 5 6 7 3 7 8 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 7 3 6 5 2 6 4
#> [3,] 4 4 8 5 6 6 7 4 6 5
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 4 3 3 5 4 2 3 4 2 3
#> [2,] 5 3 7 5 4 6 5 5 4 0
#> [3,] 5 7 5 6 5 7 6 7 6 4
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 4 2 3 2 4 3 4 3 2 3
#> [2,] 3 1 6 7 5 0 3 0 3 3
#> [3,] 3 5 5 2 6 3 1 2 8 8
#> [,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 5 4 6 5 6 7
#> [3,] 5 7 7 3 5 5 6 7 3 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 3 3 3 3 5 4 4 3 4 3
#> [2,] 7 5 9 5 6 7 6 5 4 5
#> [3,] 6 8 8 8 6 6 6 5 7 7
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 4 4 3 3 4 5 4 3 2
#> [2,] 5 4 1 3 4 0 2 4 3 6
#> [3,] 6 4 7 3 1 1 7 5 4 5
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 4 4 3 3 3 3 3 4 4 4
#> [2,] 4 8 5 5 6 4 5 7 6 6
#> [3,] 7 5 7 3 6 6 4 6 6 7
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 2 3 3 3 4 3 4 4 3 1
#> [2,] 2 1 6 6 5 5 6 5 4 5
#> [3,] 5 3 6 5 5 2 4 4 6 6
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 2 4 3 4 3 3 3 3 3
#> [2,] 8 8 6 5 8 6 8 8 6 7
#> [3,] 7 7 4 6 8 8 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,] 5 3 5 6 5 6 7 4 7 5
#> [3,] 4 5 6 8 6 6 5 4 8 2
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 2 3 3 3 3 4 3 4 5
#> [2,] 0 0 4 4 4 3 6 0 7 6
#> [3,] 0 0 6 8 5 6 5 0 8 8
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 4 3 4 4 4 4 4
#> [2,] 3 0 6 3 6 6 4
#> [3,] 5 0 7 5 7 6 5
#>
#> , , 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 1 2 3 2
#> [2,] 0 2 3 2 3 7 6 1 4 0 3 0 0 0
#> [3,] 1 4 4 1 5 3 7 0 3 0 4 1 5 5
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 1 3 3 3 2 4 3 3 2 3 3 2
#> [2,] 3 6 2 4 6 5 4 3 7 6 2 3
#> [3,] 3 4 2 7 0 5 6 6 2 5 5 2
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 2 3 3 2 4 4 4 3 3 2 2
#> [2,] 5 2 4 8 3 4 3 4 6 5 5 6
#> [3,] 3 1 5 5 6 5 5 6 7 5 5 6
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 4 3 2 2 3 2 2 3 2 3 1
#> [2,] 3 5 2 5 4 2 7 6 3 1 5 4
#> [3,] 3 0 7 1 3 5 4 4 6 6 3 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 8 5 6 6 6 6 6 2 5 2
#> [3,] 1 7 4 3 4 6 7 5 5 7 6 4
#> [,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 2 6 4 2 8 2 2 5 6 3
#> [3,] 7 3 2 4 6 4 5 1 3 8 3 4
#> [,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 3 6 5 8 8 3 1 4 3 3 4
#> [3,] 6 6 5 6 6 5 4 3 3 6 3 7
#> [,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 8 4 7 8 5 2 7 3
#> [3,] 4 5 5 4 3 1 8 6 5 1 2 4
#> [,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 6 3 9 4 5
#> [3,] 4 6 5 4 6 1 4 1 5 2
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 3 3 3 2 2 3 3 3 3 2
#> [2,] 0 0 6 4 4 4 8 4 7 6
#> [3,] 0 0 7 2 6 6 6 6 4 3
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 3 3 3 1 3 3 4 3 3 3
#> [2,] 4 4 6 3 4 5 5 5 5 3
#> [3,] 3 4 2 5 8 4 5 5 3 5
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 4 4 3 4 3 3 3 3 4 3
#> [2,] 3 4 4 4 4 5 4 6 6 3
#> [3,] 1 4 6 4 1 7 2 2 5 4
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 3 4 2 3 2 2 4 3 2 2
#> [2,] 4 6 7 2 2 5 4 5 4 1
#> [3,] 4 4 4 1 3 4 4 6 5 2
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 3 3 2 4 3 3 4 3 4 4
#> [2,] 0 4 5 5 4 3 3 7 2 5
#> [3,] 3 4 8 5 6 6 5 6 4 3
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 4 3 3 3 3 5 3 4 4 3
#> [2,] 6 3 5 5 3 1 4 6 3 4
#> [3,] 5 6 4 6 6 6 8 6 4 7
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3 4 3 2 3 4 2 2 2 2
#> [2,] 7 5 6 4 8 5 3 7 5 4
#> [3,] 5 4 2 4 6 8 6 5 5 6
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 3 3 2 3 3 4 3 4 4
#> [2,] 6 3 3 6 6 2 5 4 2 5
#> [3,] 6 6 5 6 6 3 7 9 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 8 3 5 4 2 6 4
#> [3,] 5 6 8 5 5 7 8 4 6 5
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 4 4 4 4 4 2 3 3 3 5
#> [2,] 4 3 7 6 5 5 7 5 6 0
#> [3,] 5 6 5 7 5 8 6 7 6 3
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 4 3 3 3 2 3 3 2 2
#> [2,] 3 2 5 7 5 0 2 0 5 3
#> [3,] 4 4 5 3 7 3 2 2 8 8
#> [,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 7 4 6 6 6 7
#> [3,] 5 7 7 1 5 5 7 7 4 7
#> [,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 7 8 7 6 6 5 8 8
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 4 4 4 3 3 4 4 4 4 3
#> [2,] 5 3 3 3 5 0 2 3 3 6
#> [3,] 6 4 7 4 2 1 8 5 4 5
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 3 5 4 3 4 4 3 3 5 4
#> [2,] 5 7 6 5 7 4 5 6 7 5
#> [3,] 6 4 6 4 5 7 5 5 5 8
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 2 3 3 3 3 3 3 3 3 2
#> [2,] 2 0 5 6 6 3 6 5 3 4
#> [3,] 5 4 6 4 6 2 4 4 7 5
#> [,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 8 5 9 9 7 7
#> [3,] 6 7 4 6 7 7 8 6 7 7
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 3 2 4 3 3 3 2 5 3 3
#> [2,] 4 2 4 4 5 6 7 5 7 5
#> [3,] 4 6 6 8 5 7 4 4 8 2
#> [,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 4 3 2 7 0 7 8
#> [3,] 0 0 6 7 5 5 4 0 7 6
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 4 3 3 3 3 3 5
#> [2,] 3 0 6 4 6 7 3
#> [3,] 5 1 6 4 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 5 6 0 2 0 4 0 0 0
#> [3,] 1 5 3 0 5 2 6 0 4 1 4 0 3 4
#> [,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 7 2 2 5 4 3 5 5 8 3 3
#> [3,] 2 6 2 8 0 6 8 6 2 4 3 3
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 3 3 4 3 3 5 2 3 3 4 3
#> [2,] 6 1 4 9 3 5 4 3 5 4 4 6
#> [3,] 3 2 4 5 5 3 5 5 7 5 5 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 2
#> [2,] 4 6 3 5 5 1 7 7 4 0 5 4
#> [3,] 3 1 7 0 4 5 4 4 5 5 2 4
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 5 3 3 3 3 4 2 3 3 3 4 3
#> [2,] 5 5 8 4 5 5 7 5 6 4 6 3
#> [3,] 1 7 3 4 4 6 6 6 5 6 5 4
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 2 3 4 3 3 3 3 2 3 2 3 3
#> [2,] 6 4 3 6 5 3 7 1 2 3 8 3
#> [3,] 6 2 1 5 4 3 4 1 4 8 4 4
#> [,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,] 8 6 4 6 7 5 3 3 5 7 3 5
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 3 3 4 5 4 2 4 4 4 3 3
#> [2,] 4 5 3 4 6 5 8 7 5 2 6 2
#> [3,] 3 7 7 4 3 1 7 6 6 3 2 4
#> [,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 6
#> [3,] 3 5 4 4 7 2 4 1 5 3
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 4 3 5 2 2 3 3 3 3 4
#> [2,] 0 0 6 4 3 4 7 4 5 6
#> [3,] 0 0 6 2 5 5 6 6 3 3
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 3 3 4 2 3 3 3 4 3 3
#> [2,] 4 5 5 3 4 4 5 5 4 4
#> [3,] 3 4 0 5 8 3 4 6 6 5
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3 4 4 3 4 3 3 2 2 3
#> [2,] 5 3 5 3 5 5 3 7 7 3
#> [3,] 0 4 4 5 2 5 3 2 8 5
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 4 4 3 4 3 4 3 3 2 2
#> [2,] 4 5 7 2 1 6 4 6 5 4
#> [3,] 4 3 3 1 2 5 5 8 5 3
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 3 3 3 3 4 3 5 3 4 3
#> [2,] 0 5 7 6 3 4 4 5 2 5
#> [3,] 3 4 7 3 5 6 6 5 3 5
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 3 2 4 3 2 3 3 2 3 4
#> [2,] 8 4 7 5 4 1 3 6 5 4
#> [3,] 5 7 3 6 5 8 6 8 5 6
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 4 3 2 4 3 3 2 3 4 2
#> [2,] 5 5 4 5 6 6 3 6 5 4
#> [3,] 6 4 3 5 6 7 8 4 5 6
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 4 4 3 3 3 3 3 4 3
#> [2,] 5 3 3 5 6 3 3 2 2 5
#> [3,] 6 6 6 5 5 3 7 8 4 5
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 3 4 3 2 3 4 4 3 5
#> [2,] 4 5 1 7 3 4 4 2 6 3
#> [3,] 4 4 7 4 6 5 7 4 6 5
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 2 3 3 4 3 3 4 3 3 3
#> [2,] 4 3 8 3 5 5 5 7 7 1
#> [3,] 6 6 5 6 6 7 6 7 6 2
#> [,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 5 5 1 3 0 4 5
#> [3,] 3 4 5 2 7 3 0 4 6 7
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 4 3 3 4 5 3 3 3 3 2
#> [2,] 2 3 4 3 8 4 5 5 6 8
#> [3,] 4 6 6 2 4 6 7 9 4 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 5 3 3 3 2 3 3 3 4 5
#> [2,] 6 5 6 6 8 6 6 5 4 4
#> [3,] 5 8 7 7 7 5 5 5 7 7
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 3 2 3 3 3 2 4 3 4
#> [2,] 5 3 2 2 3 0 1 2 2 4
#> [3,] 6 4 6 4 1 0 7 5 5 5
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 3 3 3 4 2 3 3 3 3 4
#> [2,] 3 6 5 6 5 6 4 5 5 4
#> [3,] 7 5 6 4 5 6 4 6 6 6
#> [,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 4
#> [3,] 5 3 6 5 5 2 4 4 7 4
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 3 2 3 4 2 3 4 3 3 2
#> [2,] 8 8 6 5 7 5 6 7 6 8
#> [3,] 7 6 5 6 8 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 2
#> [2,] 4 2 4 5 6 6 5 4 6 4
#> [3,] 6 5 8 6 5 6 5 4 7 1
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 3 3 3 4 4 5 2 3 3
#> [2,] 1 1 4 3 3 4 9 1 6 7
#> [3,] 0 0 6 7 4 4 3 0 7 5
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 3 3 3 3 4 3 4
#> [2,] 3 0 6 3 5 8 4
#> [3,] 5 1 6 4 6 6 7
#>
#>
#> $sigma2_omega
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.19461491 0.12442825 0.11758245 0.14922468 0.55559103
#> [2,] 0.26689938 0.06140547 0.05133546 0.02717711 0.10007535
#> [3,] 0.09484761 0.06074341 0.08374437 0.04590225 0.06841474
#>
#> $s_
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.3334371 0.14553216 0.05106687 0.15205387 0.48310747
#> [2,] 0.7508032 0.08451216 0.04185641 0.02076055 0.03373223
#> [3,] 0.2230955 0.12611613 0.11333881 0.02999296 0.09818701
#>
#> $sigma
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.7487993 1.2855151 0.8465128 1.167549 0.7938283 1.2719197 1.0163869
#> [2,] 1.1813893 0.9145637 1.0368982 1.429910 1.0630570 0.7448409 1.2575849
#> [3,] 1.0681199 1.1343355 0.6905076 1.001397 0.9972799 0.9708857 0.9114143
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.312490 0.7159187 1.2696394 1.2375080 0.8785731 1.4040641 1.0204009
#> [2,] 1.125717 0.6860185 0.9998017 0.6322398 1.1003662 0.8524296 0.6756553
#> [3,] 1.038232 0.8717234 1.0337044 1.0434836 0.8327711 1.4533569 0.7177513
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.072000 1.1565715 0.7204572 0.9467396 0.7520961 1.2957148 1.1855956
#> [2,] 1.320560 0.9767773 0.8023192 0.8182656 1.8305723 0.8568533 0.5718707
#> [3,] 1.018016 1.2586687 0.7508059 1.2834313 0.6563929 1.7495107 0.4315450
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.2216962 0.8507841 0.9819793 0.8078646 0.8370408 0.9084014 1.1334396
#> [2,] 0.6786989 0.8326391 1.1144110 0.7100039 1.0338630 0.8765196 0.6335152
#> [3,] 1.7284680 0.6553972 1.9981399 0.5646610 1.2671620 0.8303604 1.3512499
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.9459288 1.281424 0.8361901 1.1964854 0.9561203 1.013786 1.136411
#> [2,] 0.9894045 1.958844 0.5731940 0.9533552 1.6218785 1.009012 0.990215
#> [3,] 0.9529763 1.058000 0.7815572 1.3094082 0.9385286 1.037313 1.420371
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.8978536 0.6548999 1.1493276 0.9535496 0.6602531 0.8810195 1.0772593
#> [2,] 1.1373036 1.0588515 1.0891568 1.3220632 0.7298498 0.8292202 0.8183915
#> [3,] 0.6988175 1.3953884 0.8119363 1.0326997 0.8935436 0.8764574 1.0274088
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.8466808 1.0297398 0.8903134 1.359970 1.071883 1.3391793 0.8953982
#> [2,] 0.7789715 1.0011544 1.2744493 1.125681 1.645837 1.3427679 1.0291252
#> [3,] 1.5246033 0.6810057 1.0455192 0.896248 1.172515 0.8209815 0.8571907
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.7168252 0.9559787 1.085982 0.9761159 0.9619580 0.6751674 1.124614
#> [2,] 0.6007795 0.6525077 1.365397 0.5713764 1.1995100 1.1287202 1.134139
#> [3,] 1.2478363 0.6458545 1.101796 1.0818449 0.8906819 0.9319576 1.486438
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.0232309 0.7188319 1.1562798 1.1153909 1.1820629 0.9717452 1.0245275
#> [2,] 1.8949938 0.6770707 0.7986956 1.2513036 0.7688839 0.9480284 1.4433314
#> [3,] 0.9850374 0.9657352 0.8008855 0.9689218 0.6359528 1.2245015 0.6177448
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.8887105 0.9597861 0.9377012 1.0422705 1.3140986 1.2084001 0.8377989
#> [2,] 1.3445757 0.7465735 0.5853392 1.0172843 0.7269240 1.2762061 1.7150642
#> [3,] 1.5871919 0.8634567 1.4006889 0.9214423 0.9891823 0.9504764 1.2068059
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.330649 1.263641 1.1043038 0.9929244 1.294580 0.8629814 0.8561121
#> [2,] 1.234868 1.758178 1.0042548 0.9648873 1.008895 1.2773755 0.9871065
#> [3,] 0.892193 1.421085 0.8703274 0.7800279 1.154992 0.8530228 1.5612033
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.0962432 0.8891369 1.1495383 1.1056137 1.381043 0.6874176 0.8093467
#> [2,] 1.1733214 1.3170047 0.9068961 0.8865236 1.132994 0.4957400 0.9688869
#> [3,] 0.6479428 1.4783710 0.7744512 1.0780576 1.193377 0.7793417 1.3823414
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.399411 0.9008414 0.8144811 0.6679868 0.8533325 1.4836907 1.3256774
#> [2,] 1.025281 0.8399404 0.8251665 0.4988915 0.8905246 0.8487846 0.8955027
#> [3,] 0.643392 1.4500663 0.7477859 0.9793075 0.7063918 0.9310472 1.0660206
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.9701815 0.8677406 1.03896 0.9026028 0.6355369 1.0021885 1.1674652
#> [2,] 1.4495825 1.3552407 1.45184 0.7687505 0.5957081 0.7643054 0.6574043
#> [3,] 1.1805516 0.9807900 1.01950 0.6806661 1.0757502 1.1004450 1.0421283
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.2051212 0.8970465 0.9680518 0.9700508 0.9215563 0.9721420 1.008712
#> [2,] 0.7782037 1.5235846 1.3447637 0.9205619 1.6235352 0.5853695 1.855238
#> [3,] 0.8289809 1.1790290 0.9080802 1.1179652 1.0750997 1.1085311 1.200940
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.0828407 1.0680720 1.086219 1.143359 0.8707916 0.9634939 0.9086756
#> [2,] 0.6788246 0.7643051 1.144777 1.634635 0.7850270 0.9766411 1.2244182
#> [3,] 0.7272146 0.8900725 1.000778 1.203508 1.0963693 1.0167420 1.0388134
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.2015805 0.9608830 0.8746174 1.0482927 1.0325047 0.9266605 0.5920943
#> [2,] 0.7665337 1.0983960 0.7902184 0.8160004 1.1119011 1.0885396 1.1307382
#> [3,] 1.0712755 0.9405756 1.0476999 1.1031024 0.9331264 0.9567434 0.8788830
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.8978651 0.8054906 1.087388 0.8896711 1.3936614 1.3858765 0.8968683
#> [2,] 1.0990573 1.0237396 1.132947 0.9271682 1.0947577 0.5938368 0.8590139
#> [3,] 1.1247549 1.0596947 1.079162 1.1169391 0.9081463 1.5358040 0.7647201
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.045113 1.284769 0.9726874 1.007957 0.8306935 1.050272 1.1177512
#> [2,] 1.216332 1.369585 0.7444409 1.108980 1.0412435 1.148048 0.7889327
#> [3,] 1.113299 1.301109 0.7826108 1.331279 0.6925911 0.971887 0.9931548
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.8416005 0.9957545 1.0317633 0.7769711 0.7874035 0.8994568 0.8930369
#> [2,] 0.5992818 1.2961263 1.2617316 0.8530858 0.8221770 1.5123510 0.8351865
#> [3,] 1.1621065 0.9924877 0.9830434 1.1440854 0.9625142 0.8493214 1.0636011
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.6940991 0.9127226 0.9029583 1.1189801 0.8421991 1.037344 1.0165698
#> [2,] 1.0100692 1.5042459 0.8450405 0.8732063 1.5644001 1.080905 0.8856298
#> [3,] 0.8002559 1.1292805 1.7105537 0.6697483 1.3056180 0.860961 1.3340274
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.8605809 1.430128 0.9929453 0.9994632 0.9742280 0.8587067 1.054707
#> [2,] 1.1169361 1.188992 1.0666691 1.6093651 1.3100074 0.7967844 1.733566
#> [3,] 0.6491201 1.088437 0.7431230 0.9900638 0.9417813 1.0145762 1.002126
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.9483391 0.9087808 0.7694539 0.8050863 1.2149205 0.9277914 1.360058
#> [2,] 0.9668466 0.6021455 0.8669542 1.0301651 1.3427193 1.3156255 1.255704
#> [3,] 1.0217970 0.8351381 1.5977320 0.9190738 0.9228672 0.8298680 1.624906
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.1751973 1.1413519 1.3014976 0.5864008 1.065597 1.1339694 1.094408
#> [2,] 0.6649816 0.9177403 0.9301000 0.9888573 1.161590 0.7695092 1.590876
#> [3,] 0.8831904 1.4545449 0.8882912 0.9326249 1.269486 0.7139057 1.549777
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.8272063 0.8500821 1.0351482 1.009325 0.9129902 0.9361922 0.8029695
#> [2,] 0.8383245 0.8259348 1.6382170 0.938484 0.8519160 0.9845560 1.2681331
#> [3,] 0.6855783 1.2050073 0.8998747 1.055327 0.9851630 0.7138794 1.3894677
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.7951477 1.4892244 1.2804897 0.9706579 0.9379438 0.6164015 1.0474532
#> [2,] 0.6669014 0.7697339 0.7330523 1.5352688 0.7620534 1.1776822 0.5100245
#> [3,] 0.5192227 1.8087609 0.5892368 1.7580275 0.7551417 1.2601749 0.7685302
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.0279119 0.9496359 1.0202196 0.8819925 0.9608982 1.0919440 0.8858561
#> [2,] 0.9832425 1.0383094 0.8700899 1.4779406 1.1423687 1.1979345 1.3009600
#> [3,] 1.5943728 0.5759598 0.7963894 0.9573687 0.9718748 0.7842866 1.2520471
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.9755339 0.7979985 1.081259 1.3035673 0.9813484 0.8172561 0.9632750
#> [2,] 0.7641816 0.5170363 1.368392 0.5123515 0.8318461 1.3532452 0.7489283
#> [3,] 0.5754885 1.2826728 1.021311 0.9575613 0.8767474 0.9748751 0.8443176
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.2880987 1.9343323 0.6568249 1.167740 0.9675447 0.9051113 0.8559952
#> [2,] 0.9559137 0.6706506 1.7321361 1.096619 0.8985104 0.8809511 1.1652436
#> [3,] 1.1528444 1.0029989 0.6909676 1.654757 0.5402761 1.2250039 1.0838288
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.8321159 0.8815660 0.9825304 0.8783077 1.2244997 1.4459257 1.1502193
#> [2,] 0.8981918 0.7840241 0.5750679 0.8339390 0.8161636 1.4402042 0.9563254
#> [3,] 0.9482642 0.8650233 0.7940031 1.4071826 0.9231163 0.8400976 1.0859516
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.0687659 0.7552555 0.9767527 1.272028 0.9477395 1.2439294 0.8943856
#> [2,] 0.8947433 1.0444288 1.3284879 0.788699 0.6581412 0.9216989 0.7153616
#> [3,] 0.8669471 1.7101325 0.8422171 1.552266 0.8506391 1.1228608 0.9083200
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.142347 1.1054738 1.291510 0.7201743 0.7131376 0.9478515 1.0070304
#> [2,] 1.107603 0.9297808 1.073832 1.5645564 1.0138822 1.4174156 0.9703613
#> [3,] 1.051964 0.9706813 1.232337 0.7169935 1.0100527 1.1948213 1.1470648
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.8701366 0.7091195 0.9711920 1.306974 0.8688031 0.8240227 1.121901
#> [2,] 1.1616934 0.7385537 0.5290789 1.595856 1.5702082 0.9406250 1.173298
#> [3,] 0.7027065 1.2360972 0.7387786 1.114593 1.0459943 1.0223909 1.331588
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.7253908 1.0924603 0.8313832 1.247683 1.1097298 1.0149931 1.3536485
#> [2,] 1.3859735 0.7310625 1.0587358 1.946542 1.2763830 1.0918602 1.1272982
#> [3,] 0.6695624 1.8003461 0.5126370 1.983986 0.7342131 0.8989629 0.9363554
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.9582071 1.0165731 1.105077 1.4051091 1.225353 1.187693 1.5242666
#> [2,] 0.6800831 1.0499860 0.727952 2.0403038 1.019733 1.150581 1.0544698
#> [3,] 1.0604571 0.6555465 1.319609 0.9895618 1.037001 1.043646 0.8520576
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.8182518 1.0935617 1.0320388 1.3134048 0.8397024 0.7781364 1.0866288
#> [2,] 1.0026753 0.7162519 0.6956574 1.4184371 0.9310730 0.9001365 0.7705621
#> [3,] 1.3518452 1.0131225 1.1913490 0.7182843 1.1899594 0.7792592 1.4742469
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.1904847 0.7817041 1.180035 0.9579140 1.1803208 1.3487002 0.7344854
#> [2,] 0.6367188 0.9662546 1.631749 0.8385159 0.5881240 0.8495679 0.6257288
#> [3,] 0.8581027 0.7250258 1.503527 0.9393804 0.9596048 1.2166374 0.8112974
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.7114734 0.8758139 0.8154554 0.7321456 0.9159403 1.2285955 1.0781778
#> [2,] 1.0917357 0.7812880 0.9199193 1.2569718 1.4477580 0.6914795 1.5123079
#> [3,] 1.0735005 0.8091429 0.8656628 0.9664327 0.8829676 1.1281282 0.8931886
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.8701356 0.6977760 1.043755 1.2450845 1.305224 0.9304190 1.043575
#> [2,] 1.4479526 1.0113456 1.252863 0.7913067 1.096129 0.6011971 1.030168
#> [3,] 0.9950825 0.7742641 1.382383 0.6733082 1.019919 1.1377930 0.683321
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 1.031315 0.7367891 1.1205332 0.7901288 0.8346564 0.9359135 1.6253227
#> [2,] 1.237674 2.2411003 0.8279213 0.9717662 1.1399400 0.4650454 0.8879271
#> [3,] 1.176472 0.8857334 0.7531512 1.5092862 0.8438307 1.0935207 1.1298581
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.9586099 1.274441 1.1635876 0.8810050 0.7786736 1.5639661 1.129417
#> [2,] 1.2942618 1.491914 0.9103881 0.7319071 0.9640426 1.5935988 1.242521
#> [3,] 0.6127245 1.502988 0.5583529 1.2034991 1.1572266 0.7507132 1.366405
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.8723079 1.1391247 0.8168618 1.0412265 1.3574933 1.149331 0.9111615
#> [2,] 1.1452957 1.1104777 0.7822893 0.8022378 1.3178602 1.138637 1.1424120
#> [3,] 1.2815695 0.7549697 1.0028262 1.3172572 0.8115135 1.032886 0.7351900
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.8528383 1.0608548 1.0730107 1.0036850 1.282752 1.1215619 0.6107651
#> [2,] 0.6358094 0.6233257 0.8773616 1.7060098 1.802725 0.7637959 0.6933048
#> [3,] 1.1191717 0.6274803 1.0674434 0.7545409 1.653931 0.7357165 0.8880197
#> [,302] [,303] [,304] [,305]
#> [1,] 1.4101140 0.9185128 0.7706439 0.9357952
#> [2,] 1.3377863 0.8156551 1.3071966 1.0712285
#> [3,] 0.9659763 1.4574494 1.0492302 1.0391348
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.9016729 1.0117984 0.7982853 1.2046558 0.8792198 1.2705834 1.0010097
#> [2,] 1.1185449 1.2281375 0.7692199 0.9735444 1.0884858 0.7739186 0.9824282
#> [3,] 1.0122680 0.9168604 1.1094173 1.0857551 0.9511174 0.9691228 0.7900678
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.1350307 0.9576821 0.9957354 0.9305538 1.0531220 1.123200 0.8124020
#> [2,] 0.9966333 0.9057482 1.2334464 1.2020441 1.2104148 1.108068 1.1420772
#> [3,] 0.9289746 1.1170203 0.9643978 0.8419807 0.9911052 1.297235 0.6741846
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.008896 1.3868949 0.9782845 0.8250709 0.6407973 1.298373 1.3153897
#> [2,] 1.023936 0.7365136 0.6658291 0.8548512 1.6187626 1.118775 1.0535195
#> [3,] 1.155392 1.0614271 0.6998408 1.3496757 0.7017716 1.734318 0.7881817
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9608705 0.7613039 1.261397 0.9415440 0.9010985 0.9648864 0.7602852
#> [2,] 1.0772698 0.9800559 1.285227 1.3250021 0.8841462 1.0551491 1.0486460
#> [3,] 1.6460040 0.6406011 1.544073 0.6218849 1.2870198 0.8680909 1.1238943
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.3869911 1.329743 0.8842784 1.114414 1.0270829 0.9372545 0.9987085
#> [2,] 0.8685038 1.267298 1.0107822 1.125955 0.7924769 1.0088262 1.2887668
#> [3,] 0.9548571 1.204187 0.9128467 1.367336 0.8062786 1.1853168 0.9466916
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.8531023 1.0305670 0.7435190 1.224130 0.8050132 0.8554142 0.9166300
#> [2,] 0.9868006 0.5185181 1.1367120 1.600817 0.8876444 0.7459910 0.9558799
#> [3,] 0.9373507 1.0282794 0.8512765 1.653014 0.6641511 1.3679162 0.7928083
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.8273340 0.9690445 0.7496592 0.8676877 1.1516220 1.2806158 0.9316584
#> [2,] 0.8088951 1.3135570 0.7119397 1.2620917 0.9795381 1.4426158 0.9995973
#> [3,] 1.6249798 0.6669460 1.6517574 0.5862181 1.7780322 0.5361549 1.5636624
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.8161796 0.9302798 1.159847 1.1330500 1.1545927 0.6167396 1.1991052
#> [2,] 0.7867475 0.9633776 1.088925 0.8566806 0.9988678 0.7830922 0.8961919
#> [3,] 1.0160256 0.7258409 1.200545 1.1594470 0.8163050 1.3835768 0.7955045
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.095304 0.7665593 0.9649912 0.9536995 0.9367022 1.049017 1.0862053
#> [2,] 1.054569 0.7948452 1.0315467 1.2008492 0.9373192 1.010471 1.1579339
#> [3,] 1.446496 0.8251986 1.0064457 0.9037163 1.1352028 1.000550 0.7529371
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.498085 0.7828096 1.0038389 1.167118 1.3745056 1.5144898 0.6443415
#> [2,] 1.391635 0.6479991 0.7675637 0.862698 0.9496282 0.9418630 1.2392538
#> [3,] 1.340273 0.9916350 1.0196718 1.071189 1.1830369 0.8233284 1.0553673
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.9391613 0.6879497 1.0190769 0.5765534 0.9276814 1.2985911 0.9223575
#> [2,] 1.0368778 1.1477349 1.4620953 0.9333184 1.3298828 0.9986196 0.7960838
#> [3,] 0.8572574 1.0858134 0.9396483 1.3658056 0.7566067 1.3819455 0.8985213
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.904395 0.9447008 0.9034112 1.1884587 1.217762 1.0285385 1.136355
#> [2,] 1.384930 0.9277796 1.5760736 0.7975121 1.363342 1.0186938 1.137800
#> [3,] 1.207525 1.1546853 1.0523519 0.8861706 1.154715 0.9318699 1.075865
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.1158856 1.2095663 1.0137763 1.1315607 0.9929078 0.9775428 0.9874297
#> [2,] 0.7862032 0.9363795 0.8123385 0.7735368 1.0370466 0.9199370 0.8000601
#> [3,] 1.1730691 1.1046871 0.7746431 1.2535039 0.9171535 1.1889995 0.9527314
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.6979698 1.0549636 1.0673224 1.2132668 0.8288117 0.935767 1.0205747
#> [2,] 1.0953712 0.9162561 0.8591818 0.9318835 0.8472174 1.310035 1.0095976
#> [3,] 1.1034863 1.0968238 0.7943718 1.3533366 0.9549408 1.018947 0.8940037
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.2425480 0.8450851 1.0341794 1.0305142 0.9212662 0.7931391 1.0465090
#> [2,] 1.0007081 1.0054327 0.7167871 0.8125712 0.9043525 1.0328339 0.9927783
#> [3,] 0.9851796 1.4881842 0.6748300 1.3913006 0.7659814 0.9607687 1.3275386
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.7534404 0.9037771 0.7930112 1.053678 1.3364164 1.662225 0.9532313
#> [2,] 0.9608267 1.2056878 0.8654012 1.682936 0.8682413 1.009193 1.2762663
#> [3,] 0.7118222 1.5768356 0.7906751 1.208340 0.8900093 1.315891 0.7314743
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.1081829 0.7537594 0.853868 1.0652855 0.9990557 0.9037534 0.9054441
#> [2,] 0.7489192 0.7181861 1.149112 0.9117140 1.0285630 0.9907170 1.1934739
#> [3,] 1.2476375 0.8645232 1.203635 0.9195625 1.1225657 0.9722836 1.0506205
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.9721624 1.058595 0.9538601 0.7597509 1.3020551 1.397930 0.8626888
#> [2,] 0.9644534 1.011463 1.1073040 0.8201433 1.2341855 1.131474 0.7861282
#> [3,] 0.7083828 1.239922 0.6905187 1.2914659 0.8737972 1.149076 0.9010658
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.0914152 0.8834478 1.1513613 1.3796902 1.122825 0.9586029 1.0931154
#> [2,] 0.9798609 1.0542276 0.7442241 1.0518661 1.121339 0.7986131 0.7866948
#> [3,] 1.2900225 0.9305020 0.9802818 0.9172372 1.060389 0.8166516 1.2639136
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.7277685 1.0869261 1.1737699 0.9969916 0.8898449 0.9420871 0.8960390
#> [2,] 0.6324911 1.2675292 1.0089531 0.7809901 0.9536554 0.7869109 1.3517653
#> [3,] 0.8180008 0.9923348 0.9439161 1.3789552 0.8924120 1.0578072 0.7766716
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.0113943 0.9881877 0.9708991 0.8127623 1.460470 1.078982 1.0731938
#> [2,] 0.8077065 1.2380161 1.2077527 0.9822550 1.387490 1.018614 0.9365874
#> [3,] 1.2973846 0.8868564 0.9865402 1.0406261 1.033726 1.060924 1.2541719
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.7102634 1.148747 0.9602192 0.6768252 0.8601104 0.9757380 1.356863
#> [2,] 1.1374048 1.153388 1.1731482 0.6889941 0.8120323 0.8599193 1.036193
#> [3,] 0.8188447 1.630403 0.5528632 1.2766781 0.7529815 1.1386739 1.300139
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.026213 0.9599466 0.8806429 1.1694381 1.3729356 0.859774 1.4506613
#> [2,] 1.048116 1.2133303 0.8096852 1.0283571 0.9041871 1.612133 0.6135596
#> [3,] 0.890800 0.9665921 0.9585693 0.8166418 1.0209862 1.005219 1.3539540
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.2130694 0.9143367 1.0999206 0.7907523 0.8990867 1.2945993 1.114955
#> [2,] 0.7255239 1.0858912 0.8182848 0.9718790 0.7221089 0.9019044 1.293781
#> [3,] 0.7650991 1.4539559 0.8831867 0.8462658 1.2663722 0.8058551 1.744716
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.7959043 1.4974097 0.9601865 0.8512386 0.9122687 0.9306255 0.9091729
#> [2,] 1.0957705 0.9533177 1.0645629 1.1541998 1.1937384 0.7511979 1.4962773
#> [3,] 0.6808196 1.2262762 1.0173957 0.9276477 1.1561681 0.9165518 1.0776502
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.9803049 1.1206696 0.8341227 1.165672 0.7938203 0.8128037 1.0686607
#> [2,] 0.9933312 0.8214036 0.6066796 1.203102 1.3173062 1.2379429 0.8848632
#> [3,] 0.7304647 1.1929292 0.9788013 1.068324 0.8200731 1.0554853 0.8873308
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.2685252 0.5831057 0.7524898 0.9352068 1.6294223 1.1438606 0.8245124
#> [2,] 0.8944585 1.1120046 0.9220722 1.1365660 0.7312673 0.8966742 1.2354682
#> [3,] 1.4831706 0.6222208 1.3085935 0.6549705 1.4686137 0.7245494 1.5916797
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.0986768 0.9058123 1.3916938 0.8481878 0.9016726 1.089700 0.8301323
#> [2,] 0.9025417 0.5975604 0.9388019 0.7201406 0.9914891 1.289583 0.8306366
#> [3,] 0.6673073 1.2684703 0.9506675 0.8377887 1.0300038 1.354439 0.7016114
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.9487981 0.9881090 0.9124345 0.7644394 0.9186924 1.208502 1.1585358
#> [2,] 1.3619063 1.0925493 1.4420934 1.4798457 1.2004851 1.240379 0.8839182
#> [3,] 1.5002149 0.6586066 1.1775486 1.0166884 1.1281547 0.994953 1.0537018
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.7697545 1.1060769 0.9934379 0.7939960 1.2315077 1.1239993 0.7378205
#> [2,] 1.0698124 0.8044678 0.8881851 0.8181357 0.7109456 0.7359835 0.6110694
#> [3,] 1.0374853 1.0192137 0.8679156 0.8614813 1.6148241 0.7475296 1.4032186
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.0233153 0.6220037 0.9780084 0.9134336 1.459031 1.2247017 0.7839227
#> [2,] 0.6874871 1.0232091 1.1867867 1.0148424 1.017985 0.8096023 0.8744136
#> [3,] 0.9385756 0.8625904 0.9771252 1.1899975 1.107098 1.1569558 0.7518320
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.0186407 0.9891440 1.393313 0.7086510 1.117285 1.2087028 0.9569409
#> [2,] 0.8985706 0.9275359 1.492066 1.1838656 1.066424 1.0682661 0.9886245
#> [3,] 1.1641217 0.7063426 1.385911 0.7757135 1.438839 0.7665329 1.5788869
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.1478809 1.057962 1.0298127 0.9061068 0.9879481 0.8864356 0.9731646
#> [2,] 0.9661075 1.156418 0.8952702 1.3213336 1.0005638 0.8047553 1.0689344
#> [3,] 0.8774876 1.567148 0.7046053 1.2969701 0.7696255 1.0096907 1.2172079
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.7826265 1.4957878 1.342453 1.3311208 0.8921592 1.2269620 1.0465674
#> [2,] 0.9509416 1.0573428 1.514899 1.7367393 1.1099338 0.9344189 1.1666737
#> [3,] 1.0797139 0.9763944 1.157067 0.8555445 1.2921804 0.8845705 0.9514907
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.9689928 1.0923176 1.3023215 0.8923788 0.8531619 1.3175162 1.222188
#> [2,] 1.0298935 0.8468546 0.6262056 1.0774794 0.9553210 1.1641136 1.007766
#> [3,] 1.3254279 0.8655472 1.1494017 0.8550300 1.2478115 0.7098219 1.216597
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.3351821 1.2453694 0.8528077 1.1036446 1.2934059 0.8231281 1.1369498
#> [2,] 0.9871913 0.6650761 0.6773883 0.6844951 1.1527725 0.9056290 1.0102705
#> [3,] 0.7782376 1.1266232 0.8236683 1.3915467 0.7108763 1.4706292 0.6524596
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.1562717 1.0261030 0.9798851 1.0750641 1.034370 0.7399927 0.6875547
#> [2,] 0.8745629 1.1449111 0.9974633 1.4662653 1.168919 1.1680070 0.8800787
#> [3,] 1.1660709 0.8160553 1.1966507 0.6653191 1.291363 0.9099721 1.2532536
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.8487683 1.0163196 0.7502032 0.9977382 0.8633318 1.2363515 0.7792901
#> [2,] 1.1297773 1.2006124 0.8691859 1.0096709 1.1237726 0.9938261 0.9662236
#> [3,] 1.0458498 0.8868904 1.0924907 1.0534963 0.8812845 1.1567847 0.7673522
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.8145064 0.5150138 1.1123883 0.5615006 1.2961228 0.7384538 1.3925422
#> [2,] 0.8032353 0.8667613 1.2328237 1.0126281 0.9359194 0.6960574 1.1413104
#> [3,] 0.8541392 1.0890319 0.8714079 1.1017844 0.6650465 1.0357596 0.7560971
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.8292286 0.6713465 0.9515456 1.1225594 0.7867159 0.7936368 1.2545655
#> [2,] 1.0012104 1.8946730 1.2632940 1.1267342 0.9520168 1.0159849 0.8049669
#> [3,] 1.3329837 0.8521748 1.0841513 0.7956418 1.2080581 0.7385256 1.3278625
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.9877968 0.8729189 1.7746470 1.034809 0.8102311 1.2028060 1.4514165
#> [2,] 1.0021706 1.1865907 1.0893094 1.127024 0.8702890 0.9476852 1.1633582
#> [3,] 0.7584386 1.6663150 0.7798706 1.196669 0.9016520 1.0545391 0.9546769
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.2750225 0.9566109 0.6751668 1.0111887 0.8423676 0.7191853 0.9029418
#> [2,] 0.9506976 1.0498480 0.7700955 0.7231889 1.1591676 1.2492223 0.7162426
#> [3,] 1.0072804 1.1115621 1.0382636 1.5076281 0.5921926 1.6950769 0.9474689
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.167573 1.0711345 1.067852 1.1500172 1.186084 1.2356310 0.874063
#> [2,] 0.840794 0.9139435 0.847086 0.7603478 1.428489 0.7685681 1.214670
#> [3,] 1.027164 0.8699760 1.233173 0.9267189 1.082311 0.6838517 1.718329
#> [,302] [,303] [,304] [,305]
#> [1,] 1.3500809 0.8541723 1.411706 1.2086298
#> [2,] 0.8346807 0.8205142 0.994000 0.7409755
#> [3,] 0.7381258 1.2865758 1.010861 1.2977714
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.2340298 0.9229781 0.7524151 1.1475578 0.860397 1.0178112 1.1183904
#> [2,] 0.8890828 0.9073359 1.0822512 0.9951803 1.260590 0.9929404 0.9877644
#> [3,] 1.0622952 1.0016418 0.7145283 0.9776143 1.099330 1.0186719 0.9380929
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.7853235 1.017393 0.9450926 0.7071756 1.1170402 0.9725281 0.8279336
#> [2,] 1.4025653 1.200241 1.1335256 1.2720441 1.5495660 1.3170020 1.0829491
#> [3,] 0.8741278 1.151626 0.7239504 1.0305014 0.9215965 1.3484826 0.8638139
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.6376152 0.9671296 1.2493908 1.0973142 0.7960395 1.273164 0.9112308
#> [2,] 1.1801814 0.8530863 0.8936066 0.9955533 0.8878591 1.472602 1.1876583
#> [3,] 1.1282693 1.1488498 0.8634297 1.1133743 0.7866294 1.080438 1.0216134
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.8662646 0.9908440 1.199662 1.1895758 1.0312416 0.9262244 0.9365535
#> [2,] 0.9027043 1.1830168 1.211823 0.8679766 0.9444441 1.2504174 0.9650666
#> [3,] 1.1479911 0.9520248 1.166246 1.0110805 0.8713829 1.2962515 0.7988367
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.1339294 1.3121258 0.8848610 1.0989442 0.9971634 1.1943323 0.8864100
#> [2,] 0.8354613 0.8000066 0.9499053 0.9254789 0.7888012 0.9058749 1.2687167
#> [3,] 0.9051411 1.1647025 0.7437811 2.0792117 0.5864384 1.4878321 0.9090131
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.0702001 0.8161152 0.8044826 1.4679598 1.2668827 0.9224087 0.9656184
#> [2,] 0.8671999 0.9886650 1.0724477 0.8969239 0.8492856 1.0461762 1.2800269
#> [3,] 1.3156762 0.7870088 0.9663766 1.6550019 0.5939032 1.4532408 0.7589077
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.7862714 0.9096361 0.8369991 0.6294166 0.9278656 0.8376993 1.2361180
#> [2,] 0.7675095 1.5114099 0.8255585 0.6939193 0.9121058 1.6006603 0.8126980
#> [3,] 1.1530014 1.1431507 1.0880201 1.0425631 0.9831296 1.3412580 0.9621604
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.6260358 0.8346993 0.9208222 0.9611359 1.1759497 0.6353237 0.8370088
#> [2,] 1.2907912 0.8983507 1.1966522 1.4275358 1.0486256 1.3389333 0.9544189
#> [3,] 0.8707088 0.9440828 1.0136100 1.1525198 0.9152635 1.0898070 0.5976951
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63] [,64]
#> [1,] 0.935593 1.1068888 1.005932 1.282939 1.053080 0.8706723 0.896323 1.222907
#> [2,] 1.228322 1.5185163 1.123285 1.222611 1.209758 1.0218164 1.196323 1.067413
#> [3,] 1.439358 0.6269037 1.280578 0.816162 1.301082 0.8566854 1.007416 1.584045
#> [,65] [,66] [,67] [,68] [,69] [,70] [,71]
#> [1,] 1.3903781 0.8950216 0.8841004 0.9847980 0.7536806 1.029643 1.0281805
#> [2,] 0.7601013 1.0158247 0.9453196 0.9382733 1.0120311 1.412629 0.9664271
#> [3,] 0.9026251 0.7312542 1.5953578 0.8572584 1.3248402 1.039286 1.0227916
#> [,72] [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] 0.8146732 0.9864272 0.7688109 0.8036613 0.9654611 0.9423240 1.1931691
#> [2,] 1.3559826 0.9707182 0.9484863 1.1003733 0.8629532 0.9631777 1.0278182
#> [3,] 0.9893345 1.0382122 0.7916293 0.9713473 1.1162398 0.8711846 0.9512229
#> [,79] [,80] [,81] [,82] [,83] [,84] [,85]
#> [1,] 0.8733546 1.0048252 1.1119830 1.028492 1.0972048 0.8550567 1.1154957
#> [2,] 0.6294078 0.7176559 0.8594530 1.090403 1.0048974 1.3423181 0.9623193
#> [3,] 1.0151307 1.1240391 0.7942479 1.396386 0.6829686 1.6044670 0.6166728
#> [,86] [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 1.1529269 1.3555971 0.9469469 1.2909972 1.3206352 1.127684 1.5370013
#> [2,] 0.8853839 0.7057220 1.2878453 0.8334413 0.9404215 1.034923 0.7590033
#> [3,] 1.5788907 0.7945922 1.3424729 0.9120938 1.0066104 1.012025 0.9104618
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 1.057738 1.2118458 1.039279 0.9953844 1.1154366 1.102454 1.0607382
#> [2,] 1.025027 1.1849207 1.009394 0.6277848 1.1930290 1.293760 0.8118565
#> [3,] 1.652401 0.7091951 1.375205 0.7233015 0.6944764 1.362539 0.8400661
#> [,100] [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 0.8506857 0.8176017 0.7661790 0.9789171 0.7191613 0.7795897 1.2380646
#> [2,] 0.8390761 0.7348154 0.9967740 0.8641388 0.7536582 1.2169039 0.9623204
#> [3,] 1.1366294 0.9100294 0.8382189 0.9949385 1.0190112 1.1656073 0.5786270
#> [,107] [,108] [,109] [,110] [,111] [,112] [,113]
#> [1,] 1.0986696 0.9075292 1.223803 1.1013807 0.857769 0.7883425 0.8568711
#> [2,] 0.6662694 0.7688973 1.533363 1.1014305 1.209507 1.1009803 0.8638382
#> [3,] 1.7393199 0.7214432 1.305650 0.7195883 1.314897 0.7952722 1.3105613
#> [,114] [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] 0.7754746 0.9939394 0.8233039 1.360283 0.9977734 0.9951115 1.010734
#> [2,] 0.9044807 0.8180589 0.9428930 1.514629 0.9282225 0.8019406 1.013802
#> [3,] 0.8697492 1.0781424 0.6391627 1.143316 1.2092278 0.7975317 1.043457
#> [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 0.9413094 0.5473182 1.1642186 1.151528 1.002929 1.0847662 0.9674584
#> [2,] 0.8422105 1.1737279 0.9911985 1.006446 1.040608 1.3995576 1.0525580
#> [3,] 1.0572741 1.2353549 0.9238680 1.160170 1.208974 0.8520923 0.8440412
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 0.9530175 1.0648522 0.8715117 0.9678141 1.2714459 0.7660659 0.9258032
#> [2,] 0.7949746 0.6791763 1.3589561 0.8460547 1.3620774 1.0643153 1.1123551
#> [3,] 0.9938693 1.1863482 0.8707655 1.1696703 0.9442767 1.0783226 1.1000638
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 0.9713943 0.8855856 1.1956370 0.7939478 0.9245947 1.2721378 0.7838840
#> [2,] 0.9354572 1.0215199 0.9619007 0.9707857 0.9295119 1.0001849 1.0414365
#> [3,] 0.6658597 1.2430183 1.0611340 0.7973253 1.1955981 0.9574336 0.9706308
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 0.9781733 0.8499165 0.8063594 1.4509240 1.088471 0.7143003 1.1197412
#> [2,] 1.1373374 1.0587397 0.9153636 1.2888792 1.096363 1.2568325 0.9380112
#> [3,] 0.8827834 1.1059225 0.8900418 0.9474954 1.115873 1.1407747 0.7271061
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 1.310399 1.0818894 0.7680018 0.8973781 0.8995422 0.9958126 1.259735
#> [2,] 1.082252 0.9260806 0.8356093 1.1896980 1.3379324 0.7372606 1.119359
#> [3,] 1.690822 0.5858962 1.7208401 0.8914606 1.3989368 0.7757097 1.200293
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 1.0650557 0.972997 1.589745 1.268840 1.1199462 0.9572476 1.1581200
#> [2,] 1.2057939 1.229211 1.024802 1.194441 0.9987564 0.8083375 0.8299942
#> [3,] 0.8066668 1.364324 0.781315 1.671102 0.7720070 1.2531001 0.9197777
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 1.0533220 1.6036185 0.7943988 1.5744028 1.3123462 0.9553320 1.1374358
#> [2,] 0.8292216 0.8469616 1.1384133 0.8074268 0.7002987 0.9312707 1.2785056
#> [3,] 1.1008780 0.8983170 1.0025292 0.8281672 0.8793169 1.2061040 0.9117753
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176]
#> [1,] 1.409333 0.9379964 0.7640089 0.9462557 1.4246544 1.0849284 0.7430308
#> [2,] 1.131569 0.8445186 1.0023093 1.2343652 1.0877624 0.8053642 0.9377014
#> [3,] 1.069560 0.8340925 1.1850289 0.9022309 0.9171541 1.0787356 1.3943976
#> [,177] [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 1.0862445 0.8173350 1.0201485 1.080618 1.1113707 0.9681800 1.0252835
#> [2,] 0.9924806 0.7432660 1.0537189 1.533449 0.8202725 1.0223006 0.9914207
#> [3,] 0.9180950 0.9487017 0.8055434 1.051114 0.9729619 0.7838995 1.3255831
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 1.1200506 1.134131 1.0102663 1.0653966 1.2845649 1.039421 0.9979270
#> [2,] 1.1327092 1.277824 1.0907502 0.7930283 0.9090068 1.149654 1.3387607
#> [3,] 0.5751289 1.019347 0.9131092 1.5268400 0.6784821 1.448608 0.5602684
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 1.0219724 0.8462573 0.9067745 1.096671 1.045305 0.9022382 0.9661133
#> [2,] 0.6728075 1.1228941 0.9129318 1.272398 1.211053 0.8802011 0.9505479
#> [3,] 1.7651113 0.7499629 1.1746417 1.025024 1.634181 0.7871313 1.0644767
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 1.0456501 1.6043497 0.873098 1.1328864 1.568261 1.3212637 0.7648776
#> [2,] 1.0424173 0.9081983 1.834789 1.4462230 1.179998 0.7447528 1.1112358
#> [3,] 0.8572026 0.8082165 1.117343 0.8371053 1.267073 0.8531317 0.9768923
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 1.036224 1.0208688 0.8626133 1.0626914 0.9696397 1.0835968 1.1250769
#> [2,] 1.472120 0.7500208 0.6340964 0.6534001 0.6091865 0.8445979 0.8843939
#> [3,] 1.000831 1.2131089 0.6769931 1.6336450 0.6886155 1.2554468 0.7387411
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 0.9393015 0.9324813 0.9001009 1.0279693 1.071000 0.7658798 0.8118899
#> [2,] 0.7239181 1.0409922 0.8100496 1.0032803 1.039149 1.4320498 0.6618730
#> [3,] 1.2180084 0.8865455 1.1441131 0.8814826 1.159767 0.8524379 1.6157958
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 0.9279771 1.0591360 1.0117578 1.175187 0.9845729 1.1027195 0.8579982
#> [2,] 0.8492858 0.8612819 0.9728268 1.001694 1.2624767 1.0568155 1.0185758
#> [3,] 0.6445825 1.2896652 0.7836173 1.101645 0.7524376 0.8915068 0.8377189
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 0.8244891 0.9875670 0.8999994 0.9294481 0.8913970 0.9858253 1.2811945
#> [2,] 1.0863689 0.8338163 1.1839342 1.0787714 0.8178779 0.8659018 0.9477732
#> [3,] 1.4291186 0.5849616 1.6758618 0.7039812 1.7425897 0.6240621 0.9267951
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 1.3649217 1.0440150 0.9496799 1.1248389 1.0924519 1.0789523 1.001517
#> [2,] 1.0041917 0.8644697 0.8133158 0.8789228 0.7885932 1.2048278 1.547893
#> [3,] 0.8015428 1.1630912 0.6949451 1.0912237 1.2186707 0.7764117 1.194575
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 1.0915107 0.9381394 1.2554983 1.2158847 1.1121612 1.095401 1.1601869
#> [2,] 0.9701569 1.0928925 0.9752024 0.9549776 1.2649066 1.259394 1.0163897
#> [3,] 0.8878260 1.0939252 0.8800474 1.1503958 0.7513179 1.131427 0.7985486
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 1.2436958 0.8640416 0.9955724 1.3351276 1.0434948 0.8920824 1.5096324
#> [2,] 0.8857294 1.0743812 1.0435999 1.3074810 0.9801382 1.0452943 1.5990212
#> [3,] 1.2045604 0.5729931 1.6358399 0.7058463 1.4980849 0.8713277 0.9846444
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 1.079552 0.9622798 1.0302448 1.381290 1.5691320 0.8223825 0.8916545
#> [2,] 1.001781 1.2396992 0.9835299 1.126523 0.7782277 0.8925956 0.9250874
#> [3,] 1.118764 0.8806232 0.8951547 1.052304 1.2820836 0.6934718 1.0421851
#> [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 1.1040927 0.9509480 1.2306402 0.9325201 1.148707 1.2326501 0.8531996
#> [2,] 0.9902826 1.1099574 0.7090768 1.0784026 1.045218 1.1547582 0.8256218
#> [3,] 1.0242286 0.8171157 1.3359064 0.6903912 1.600007 0.6956015 1.2265819
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 0.5890923 0.9187901 0.7283916 0.9055409 1.1200694 1.0067958 1.1388462
#> [2,] 1.2729638 0.7034758 0.9481823 1.1108065 0.8587068 0.9164162 0.9021122
#> [3,] 0.9146021 0.8546236 1.4325767 0.8173884 1.1537147 1.1432608 1.0962834
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 1.284478 0.8122882 1.1653467 0.8677472 0.8933602 0.9392893 1.2500671
#> [2,] 1.218090 1.0417458 0.8840329 1.0856624 0.7264788 0.7244879 0.9006815
#> [3,] 1.315194 1.1666512 0.6232069 2.0675953 0.6177795 1.4757275 0.4310467
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 1.0034706 1.0054445 0.9926517 0.8460934 1.8106705 1.2421964 1.1136103
#> [2,] 0.9609582 0.8900407 1.3217382 1.4761512 0.8014543 1.2200015 0.9758722
#> [3,] 2.1052649 0.6316160 1.4119687 1.1407676 0.9419449 0.8407855 0.9074842
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] 0.9566148 1.038733 1.1238589 0.9041877 1.008910 1.1055218 1.189946
#> [2,] 1.4011361 1.010125 0.9815916 0.9888619 1.021997 0.9019561 1.211021
#> [3,] 1.2199942 1.171258 1.4593716 0.8147840 1.512076 0.8355314 1.408928
#> [,296] [,297] [,298] [,299] [,300] [,301] [,302]
#> [1,] 0.8902317 0.8117065 1.0342578 1.013464 1.0254894 1.456550 0.9970737
#> [2,] 0.8449297 1.3771401 0.9762498 1.523752 0.9437989 1.131566 0.8719465
#> [3,] 0.8645729 1.3052008 0.6777017 1.575834 0.7802452 1.445201 0.7982994
#> [,303] [,304] [,305]
#> [1,] 0.8698887 1.0544854 1.5930663
#> [2,] 0.9138666 0.9864303 0.7210207
#> [3,] 1.2557968 0.9903009 0.8547505
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.0108148 0.9916555 1.191684 0.9691071 1.146680 1.1127933 1.162507
#> [2,] 0.9320907 0.8447425 1.023120 0.7773371 1.084121 0.9165761 1.459676
#> [3,] 0.9306422 1.1582223 1.131175 0.8820628 1.186844 0.8054752 1.338893
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.0024761 0.9074895 1.0226846 0.8841668 1.089135 1.0249957 0.969032
#> [2,] 1.2304063 1.2110809 1.1246719 1.0834769 1.315298 1.4508562 1.324876
#> [3,] 0.6206253 1.6549031 0.7580055 1.2750775 0.850888 0.8972558 1.170814
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.7675336 1.054971 1.1212162 0.9481252 0.9445438 1.0732410 0.9961890
#> [2,] 1.1003727 1.129159 0.9816850 0.8821967 0.9168569 0.7433955 0.8815831
#> [3,] 1.0375493 1.175316 0.7742237 1.6526672 0.7004963 1.5458587 0.6844616
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9371097 0.8993908 0.9944280 1.1370156 1.116980 1.005127 0.8976599
#> [2,] 0.9395834 0.9729118 0.8190655 1.0128514 1.067768 1.228643 0.9123088
#> [3,] 0.9655493 0.7975023 1.3252596 0.6538579 1.319367 1.046329 0.9138168
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.028629 0.997089 0.7643079 0.8935937 1.0591579 0.8887604 0.8791189
#> [2,] 1.102246 1.164407 1.1284375 1.2599299 1.0799645 1.2558116 1.0770182
#> [3,] 1.081283 0.981323 0.8168522 1.2735570 0.7899109 1.3305552 0.9100406
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.9721505 1.022832 1.1237516 0.854261 0.9881639 0.8778731 0.9151677
#> [2,] 0.9298571 1.016447 0.9800908 1.268019 1.0393627 1.2052214 0.8721180
#> [3,] 0.8763157 1.335308 0.6836782 1.257738 0.8352866 1.2401142 0.5521830
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.838166 1.3507889 0.9103428 0.9705852 0.8512738 0.9777413 1.0373584
#> [2,] 1.369688 0.9653716 1.0679573 1.0482510 1.0323956 1.1288502 0.9162667
#> [3,] 1.482829 0.8061144 1.3216773 0.7563649 1.3632707 0.7376443 0.9231511
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.7910576 1.1728951 1.158234 0.9607476 1.2229000 0.9858623 1.3536742
#> [2,] 1.0180563 0.9013678 1.039612 1.1748231 1.0908889 1.0749828 0.9760902
#> [3,] 1.2505213 0.8364365 1.042457 0.8519048 0.9316602 0.8757103 0.8749015
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.8980262 1.1229944 1.124049 0.9113323 1.131707 0.9384977 0.7719964
#> [2,] 1.1960013 1.2646311 0.959387 1.0543146 1.040850 1.0844195 0.9356630
#> [3,] 0.9524661 0.9145268 1.262067 0.7209206 1.078728 0.9862104 0.8278959
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.0919599 1.1458437 1.152766 1.0069034 1.1431503 0.9948855 0.9039710
#> [2,] 0.9947475 0.9151163 1.078607 0.8979512 1.2176242 1.0610264 1.1354697
#> [3,] 1.2377162 0.9177493 1.029362 0.9193378 0.8882313 1.1789385 0.8724388
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.9608117 0.7988167 0.8981801 1.0535554 1.0188840 1.244101 1.0237415
#> [2,] 0.9531831 1.2126800 1.2254791 1.2659873 0.9154111 1.053193 1.1002573
#> [3,] 1.0946636 0.9896859 1.1316978 0.8112881 1.3280208 1.151160 0.7808106
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.0299919 0.7947683 1.060992 1.1109076 1.1166844 0.9704512 1.0658975
#> [2,] 1.0967200 0.9129793 1.250182 1.0266628 0.8692922 1.2339876 0.8408238
#> [3,] 0.8541804 0.8855729 1.380365 0.6792141 1.5474557 0.7013414 1.3787105
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.1986077 0.9448946 0.9525508 0.7538297 0.9217687 1.320613 1.2149466
#> [2,] 0.7559214 0.8149357 0.8956318 1.0588113 0.8834301 1.099589 0.9547453
#> [3,] 0.6302195 1.7908753 0.6698638 1.6140735 0.6610076 1.156238 0.9861209
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.0257900 0.9655910 1.2701084 1.083818 0.9412045 1.0628628 1.223857
#> [2,] 0.8992721 1.1585612 1.1434188 1.000536 0.8085174 0.9564089 1.247648
#> [3,] 1.1011418 0.9649202 0.9960565 1.042229 1.2211183 0.7841108 1.346561
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.8989477 0.9963039 1.1860302 1.0351880 0.8366668 0.9824870 1.2250191
#> [2,] 1.3275428 0.8961896 1.0728158 0.9159823 1.0432844 0.7218355 1.0967822
#> [3,] 0.8938446 1.1263269 0.7574868 1.3028779 0.9616505 1.2180021 0.9271226
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.9636944 1.0821173 0.8708368 1.140301 0.9888130 1.016892 0.7607604
#> [2,] 1.0899537 0.9266043 0.8800831 1.104201 0.8813676 1.094586 1.1781576
#> [3,] 0.8680482 1.2082916 0.7837044 1.266691 0.8240653 1.357527 0.6877041
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.8756248 0.7546183 0.9063175 0.9585507 0.8958006 1.081676 1.0358265
#> [2,] 0.9176837 0.9547436 1.1398692 0.9015424 0.9360514 1.086782 0.8314525
#> [3,] 1.0623197 1.1440228 1.1162012 0.8151756 0.9105473 1.058883 0.8167930
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 1.008127 1.1909190 0.8543663 0.9159859 1.011994 1.1368744 1.0929737
#> [2,] 1.279585 0.9760980 0.8059825 1.0408440 1.138508 0.9979607 1.1328813
#> [3,] 1.174141 0.7976761 1.1819470 1.0442172 1.052647 1.2736420 0.8661257
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.9777283 0.9605459 1.1457922 1.3522783 1.089457 1.1567363 1.060237
#> [2,] 0.9975550 0.7924978 0.9376092 1.1176777 1.044668 1.2220903 1.006433
#> [3,] 1.0660483 0.8826255 0.9968253 0.7760078 1.165458 0.9244298 1.222010
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.0283146 1.0248535 0.8651208 1.021770 0.9719405 1.0746347 1.1277064
#> [2,] 1.1543276 0.8114828 0.9708921 1.110289 0.9634051 0.9361308 0.8426854
#> [3,] 0.8108569 1.2158381 1.0648910 1.029431 0.8057915 1.1140426 0.8536104
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.9448479 0.9986155 1.0356346 0.9754918 1.0865679 0.8753208 0.8739316
#> [2,] 0.8602602 0.9818869 0.9571162 1.1444059 1.2617699 1.1212221 0.8679205
#> [3,] 1.2156550 0.8856380 0.9216223 1.1391723 0.7694674 1.0372808 0.9145064
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.8811749 1.053166 1.2131536 1.001186 1.1865262 1.155079 0.9249005
#> [2,] 0.9498302 0.851378 0.7286271 1.067848 1.1658592 1.045197 0.9390757
#> [3,] 0.8308490 1.326102 0.5528803 1.541406 0.7281763 1.374125 0.6888363
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.2310117 0.7826376 1.0219452 1.0520862 0.9337515 0.9035991 1.1136910
#> [2,] 0.9329113 1.1157617 0.8155362 0.9126175 0.9141227 1.4252974 1.1658920
#> [3,] 1.0402552 1.0639094 0.8469207 1.2596701 1.0260787 0.9374847 0.8222235
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.0557313 0.7398707 1.034566 1.2161133 1.0458816 0.9913097 1.0937844
#> [2,] 0.5650459 0.8768821 0.826311 0.8251059 0.8187321 0.8733150 0.8200267
#> [3,] 1.2303151 0.7324840 1.245240 0.8383042 1.2441919 0.5852072 1.4621910
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.3267005 1.2216852 0.8663849 1.0500454 0.9774008 0.9836934 0.6751313
#> [2,] 1.0204307 0.8982820 0.9469578 1.2752221 1.0819255 1.1197604 0.8734036
#> [3,] 0.8814107 0.8207479 1.0428690 0.9182512 1.1952724 0.9455598 1.1735328
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.8209724 0.9714488 0.9174475 1.1216861 1.2987024 1.3166943 1.1056644
#> [2,] 0.8677384 0.7677840 0.9676173 0.8139284 0.9770635 0.7846265 0.8318418
#> [3,] 0.9592280 0.8993439 1.0773644 0.9703693 1.0023709 1.2209370 0.5970680
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.087843 0.9934511 0.7802605 0.9072430 1.0588664 1.0436039 0.9640225
#> [2,] 1.087114 1.2900518 0.9986671 0.8594390 0.9058393 0.9178446 0.9604684
#> [3,] 1.215699 0.7237106 1.3763360 0.6260219 1.0995610 0.8735127 1.0647761
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.028713 1.1612612 0.9773132 0.9096424 0.9747836 0.9772038 0.8396225
#> [2,] 1.121527 0.6693313 1.1390258 1.0331860 0.9755692 0.9593785 1.1357325
#> [3,] 1.022729 1.4021145 0.8345094 1.2781131 0.6758943 1.4551197 0.6479534
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.043298 1.0226584 0.8462831 0.7653447 0.9767701 0.9640102 1.1858879
#> [2,] 1.017956 0.8486677 1.0841403 1.3234546 0.8195491 0.9043777 0.9890329
#> [3,] 1.369672 0.8494862 1.2441150 0.6909072 1.4441631 0.8337420 1.3190099
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.8298269 0.7830144 1.0857100 1.0930104 1.0833505 1.1425792 0.8705554
#> [2,] 0.9122677 1.1316731 1.3066305 1.0251656 0.7327652 1.1013206 0.8995416
#> [3,] 0.7211772 1.2021911 0.8610476 0.8279346 1.0207434 0.8488881 1.3732962
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.0218840 0.9356897 1.1417140 0.9886665 1.0084635 0.7354762 1.041061
#> [2,] 1.0278139 0.9520151 0.7846055 1.0771567 1.1734090 1.1271515 1.073742
#> [3,] 0.8835114 1.0783518 0.8260091 1.1891098 0.7253304 1.4559469 0.726168
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.8006935 1.0568762 0.9507750 0.9307528 0.9360007 1.0850914 1.266784
#> [2,] 1.0011851 0.9406896 0.8562823 1.1093279 0.8833409 1.0091358 0.910683
#> [3,] 1.2999330 0.8258993 1.0176398 1.0700353 1.1333986 0.7950446 1.365414
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.9731520 0.9961571 0.9964659 0.7579343 1.4128879 1.219634 1.1985138
#> [2,] 1.2303627 0.8978202 1.0254398 1.0205268 0.9029788 1.053727 1.1199479
#> [3,] 0.6705606 1.2735692 0.6468598 1.4166486 0.5655586 1.849358 0.6578463
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.006628 0.8488518 0.9745307 0.8445339 1.0836222 0.9911502 1.169919
#> [2,] 1.014442 1.2733967 0.8402492 1.1708394 0.8628235 0.9400824 0.829138
#> [3,] 1.834522 0.6534017 1.0512366 0.9278762 1.0038841 1.1477292 1.085896
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.1297672 0.9408544 0.9728675 0.9098011 1.036899 0.7987923 0.9147481
#> [2,] 1.1535001 0.8217988 1.1413559 0.7896228 1.158050 1.2528873 1.0845910
#> [3,] 0.9884884 1.1329623 0.9629456 0.8937840 1.020363 0.8388970 1.0653384
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.2236690 0.9679867 1.0614966 1.1535824 0.9640044 0.8672733 0.9569177
#> [2,] 1.0851890 0.9898313 0.8788720 0.9091065 1.0959032 1.6378633 1.1475458
#> [3,] 0.8432744 1.0265413 0.8622274 1.0536177 0.9689755 0.8953344 0.7395903
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.8312726 1.2556530 1.020532 0.9640147 1.1708782 1.1861914 0.8726169
#> [2,] 1.5285879 1.0759103 1.209884 1.0617989 0.8515163 0.9621834 0.8372630
#> [3,] 1.3884747 0.6078041 1.480614 0.7401631 1.2690417 0.6327946 1.7036578
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 1.0622208 0.7896869 1.1520995 0.9879641 1.1181848 1.0511859 0.9915036
#> [2,] 0.8388949 1.3066329 1.1376595 1.1343895 0.8671516 0.9436734 0.8977279
#> [3,] 0.7924400 1.1324768 0.9353472 1.1688595 0.6765176 1.4098313 0.6833377
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.9857819 1.1234465 1.0403394 1.0852010 0.9373587 1.0421655 1.0049623
#> [2,] 1.0078575 1.0251083 1.0998312 0.9897351 1.1622709 0.9826956 0.8718665
#> [3,] 1.8281595 0.7269002 0.7116777 1.5870305 1.0294519 0.9888172 0.8413426
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 1.0987504 1.1686385 0.9445358 1.0211759 0.8697926 0.9255691 1.0203768
#> [2,] 0.8124087 0.7379260 1.0137913 1.3668257 1.2065794 0.8618942 0.8088403
#> [3,] 1.2330780 0.8760931 1.1142219 0.8244049 1.0407215 0.8237211 0.9377271
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.326857 1.1419685 0.9767991 1.1260661 0.8022266 0.7974141 0.7919929
#> [2,] 0.896213 0.9202768 0.8002286 0.9427916 1.0218136 1.1382446 1.3112167
#> [3,] 1.020338 0.9133460 0.8874288 0.9007312 1.0989211 1.0510600 1.1724421
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.7570705 1.058316 0.9619534 0.8275670 0.8873549 1.021245 0.9797850
#> [2,] 1.1203822 1.544825 1.1643963 0.9529182 0.7909894 1.093433 0.9530413
#> [3,] 0.8136686 1.466570 1.3153157 0.7914197 0.9532019 1.348979 0.7203172
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.237104 0.7142657 0.8727325 0.8147023 0.997994 0.8871023 0.7563282
#> [2,] 1.325402 1.0080588 1.1062493 0.9990119 1.027304 1.0805710 1.0684362
#> [3,] 1.195178 0.6798706 1.4149645 0.6016532 1.437520 0.8912646 1.1656280
#> [,302] [,303] [,304] [,305]
#> [1,] 0.8699324 1.147671 0.9870352 0.9021947
#> [2,] 1.1408198 1.019533 1.2278495 0.9684726
#> [3,] 0.8301876 1.255975 0.7125207 1.0460039
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.1857206 0.9980528 1.022544 1.0379915 0.9048947 0.8283036 1.005967
#> [2,] 1.2458021 0.8203552 1.077787 0.9165014 0.8212260 1.1610104 1.076253
#> [3,] 0.9822279 1.1535418 1.118576 1.0378309 1.3497885 0.8535226 1.490757
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.8407282 1.062081 1.0644599 0.8628104 0.7819719 0.9881963 1.044946
#> [2,] 1.1521971 1.049695 1.1249359 1.3774423 1.1987703 1.4427245 1.348888
#> [3,] 0.6600219 1.429479 0.8758536 1.3245636 0.8027941 1.2498678 0.903662
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.8879147 1.180047 1.0923703 0.8358848 1.1523332 0.9071832 0.9613349
#> [2,] 1.0161172 1.205085 0.8862071 0.7160043 0.8357346 0.9812093 0.9763407
#> [3,] 1.1501154 1.090938 0.8073528 1.1684987 0.6984950 1.2471720 0.7225883
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.8529462 1.1030203 0.9001942 1.235168 0.9015084 0.9395575 1.0088713
#> [2,] 1.1288997 1.0195501 0.9998425 1.078375 1.1287440 0.9278622 0.7794883
#> [3,] 1.1076509 0.8389172 1.3056396 0.734201 1.4116669 0.9214811 1.0548669
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.8615674 1.0508680 1.132826 1.0271801 1.3477421 1.081381 0.9338079
#> [2,] 1.0661875 0.9958158 1.033270 0.9872895 1.0321512 1.139911 1.0101728
#> [3,] 1.0440653 0.8861851 1.075333 1.1416701 0.8493384 1.438776 0.8007086
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.934054 1.1333010 0.8912261 0.8769663 0.7495060 0.9975869 1.1796776
#> [2,] 0.949337 0.7910228 1.0362906 1.2254312 0.7155604 0.9667982 0.8135062
#> [3,] 1.302400 1.0117800 0.7672695 1.1327727 0.9795245 1.2467973 0.6712722
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.027135 0.9080655 0.8695983 1.1301997 1.1260358 0.8394013 1.1312800
#> [2,] 1.234673 0.7469401 1.3887033 0.8178166 1.2022242 1.1592035 0.8260806
#> [3,] 1.479209 0.8076446 0.9178181 1.4335752 0.8832619 1.2792736 0.6601607
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.281014 1.0210769 0.9189626 0.9749488 1.279762 1.1776708 0.9134122
#> [2,] 1.020415 1.2952192 0.9690364 1.2226568 1.141271 0.8025790 1.0540507
#> [3,] 1.170727 0.7687452 1.1370761 1.0448414 1.055194 0.9823345 1.2841267
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9293998 0.8308094 0.9236007 1.217696 1.013777 0.9457256 1.018873
#> [2,] 1.2109413 0.8866573 0.9459646 1.085363 1.353475 1.0576473 1.235136
#> [3,] 0.6730444 1.0475187 0.9930790 1.102760 1.002672 1.4914135 0.806892
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.9749367 1.0481921 1.009406 1.2407625 1.0506934 0.9904511 1.1564094
#> [2,] 0.7576224 1.4320530 1.089860 1.0554381 1.0420609 0.8946301 1.1600697
#> [3,] 1.3752290 0.7649302 1.272944 0.8064794 0.9847046 1.0569734 0.8983103
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.8871904 0.9897276 1.0985520 1.0138689 0.9031431 0.9971214 0.9412538
#> [2,] 0.9675629 0.8420934 0.7354247 0.9735041 0.9248684 0.9839633 1.1198654
#> [3,] 1.0820206 1.1931700 1.0279609 1.2262774 0.6653835 1.6096079 0.5476084
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.9438585 0.8813367 1.041390 0.9199202 1.0514611 0.9624074 1.262425
#> [2,] 1.0012967 0.8676090 1.296982 1.2565745 1.2291928 1.0220312 1.068721
#> [3,] 1.9046199 0.6399764 1.157212 0.9272125 0.9808971 1.0084999 1.149290
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.9127434 1.0100916 0.9695232 0.8019766 1.0649080 1.031509 0.8729703
#> [2,] 1.0803657 0.8811584 0.9246422 0.8763474 0.8750813 1.053736 0.8946884
#> [3,] 0.7406079 1.3147985 0.8017144 1.1699574 1.0052657 1.101199 0.8833686
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.139616 0.9247757 1.0541195 1.1174344 0.8669945 0.9416332 0.910497
#> [2,] 1.042368 1.0112055 1.2209983 0.9847437 0.8788218 1.2318600 1.127739
#> [3,] 1.279440 0.9923492 0.8471268 1.0161896 1.0441891 0.9334287 1.195801
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.0798045 1.0226352 1.112927 1.0493969 0.9208035 0.9819495 0.8849642
#> [2,] 0.8508934 0.8335089 1.138867 1.1678131 1.0641899 1.0981185 0.9312620
#> [3,] 0.9796536 0.8351899 1.232140 0.8663853 1.1712104 0.8955035 1.3027941
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.1665902 0.828240 1.1054798 0.8959279 0.8254468 0.8384554 1.0097952
#> [2,] 1.1450218 0.946782 0.9955930 1.2597671 0.9736055 1.1422262 1.3338865
#> [3,] 0.8027958 1.185617 0.9740061 1.3435500 0.8378017 1.0242145 0.9455736
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.8750726 0.8448238 1.0841968 1.022680 0.9095886 1.061543 0.8723848
#> [2,] 0.9485417 0.7626792 0.8166427 1.365746 1.0388701 1.131551 1.0968804
#> [3,] 1.0999706 0.7940906 0.8797613 1.190126 0.7638448 1.375772 0.7766069
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.8820188 0.8664405 0.9496010 0.9867208 1.053778 0.9567124 1.190532
#> [2,] 1.1458349 0.9958686 0.9726681 1.3744820 1.081787 0.8025114 1.266540
#> [3,] 1.4412562 0.7550692 1.4963288 0.9499243 1.038949 0.9518181 1.055518
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.9249849 1.0059925 0.9879135 0.8902283 1.1154177 1.1617636 1.172026
#> [2,] 0.9928455 1.0003531 1.1565741 1.3363503 1.0210461 1.0092985 1.033763
#> [3,] 0.9976999 0.9584167 1.1562978 1.0232588 0.9719816 0.8692989 1.074400
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.1086513 0.9322988 0.9717616 0.8513001 0.7754742 0.9793936 1.1075035
#> [2,] 1.0037626 1.2017190 1.3108312 1.2013080 1.0180710 0.9471435 0.8186022
#> [3,] 0.8505377 0.8889479 1.2954992 0.9570451 1.0255756 1.2300478 0.7782994
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.1054552 1.195250 1.0519159 0.8690106 0.9067232 0.8708247 0.8639355
#> [2,] 0.6723308 1.061767 0.9207348 1.0100751 1.0685573 1.0681601 1.3982381
#> [3,] 1.1167793 0.973947 1.0511135 0.9283947 1.0574436 0.8728530 1.1323615
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.0112827 1.036151 1.1366937 0.9777682 1.1401082 1.1627259 1.0385367
#> [2,] 1.2818486 1.253943 0.9306619 0.9865086 1.2235735 0.9884925 1.0915808
#> [3,] 0.6956483 1.372753 0.6078516 1.3893337 0.8274003 1.4371689 0.6829161
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.015318 1.0039244 1.0996134 0.8631036 1.320101 1.1676384 1.0675033
#> [2,] 1.211665 0.9062938 1.0476578 0.8982627 1.148528 0.9370067 1.0482878
#> [3,] 1.425194 0.9255017 0.9342344 1.0033985 1.038287 1.1943391 0.9062999
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.080510 0.9892128 0.9248336 0.9035855 0.9966973 1.0532557 1.0354101
#> [2,] 0.904005 1.2002427 0.9561281 0.7797791 0.9933860 0.9894613 1.0403631
#> [3,] 1.077775 0.9729005 0.9829611 0.9890323 0.8793936 1.0813990 0.9886287
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.0482588 0.9375831 0.8141402 0.7933993 1.0098797 1.0122373 0.8917101
#> [2,] 0.9641204 0.9222602 1.1948719 1.2475201 0.7819283 0.7406095 1.1227441
#> [3,] 1.0259077 0.8117012 1.2069470 0.8678546 1.4098385 0.7115162 1.2855204
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.0644935 1.0979683 0.9346279 1.031667 0.8936818 1.030264 1.2515652
#> [2,] 0.8721186 0.9286677 0.7699544 1.189444 0.8512230 1.047187 1.1121406
#> [3,] 0.8404330 1.4563311 0.7638593 1.542501 0.6389633 1.241094 0.7672434
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.037275 0.9631289 0.9558835 1.0292377 0.9220766 0.8284139 1.001070
#> [2,] 1.129036 0.9690054 0.8807447 0.8631603 0.8690628 0.9565066 1.139768
#> [3,] 1.240139 0.7914784 1.0917685 0.9498406 0.9682417 1.1947228 1.028632
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.8243840 0.9648318 0.8219747 0.9175917 0.8664788 0.9186724 1.1198633
#> [2,] 0.9515225 0.8436303 0.9071930 0.9561234 1.2544333 0.9669309 1.0617968
#> [3,] 0.7918574 1.3397520 0.7162954 1.4160763 0.7199019 1.5232031 0.8518194
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.7445489 1.1723516 0.8524952 0.9917544 1.1761732 1.1928322 0.9223737
#> [2,] 1.0277257 0.8179807 0.9907450 1.2227412 0.8723845 0.8479175 0.7635584
#> [3,] 1.2315795 0.6713378 1.2416756 0.7776833 1.6842078 0.7226714 1.2751856
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.9135160 0.8277772 1.236834 0.9696488 1.362904 0.9799055 1.223516
#> [2,] 0.6400451 0.9025427 1.111966 1.3045919 1.079832 0.9286583 0.787790
#> [3,] 1.0326675 1.0741749 1.104447 0.9591836 1.246072 0.7467892 1.509493
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.0134327 1.0835090 0.8946836 0.7802751 1.0219768 1.021367 0.8589867
#> [2,] 0.8268752 0.8930658 0.8223496 0.9717903 1.3519263 1.026082 1.0054445
#> [3,] 0.7354125 1.4008970 0.7693284 1.1393259 0.7959839 1.474323 0.8639322
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.062029 0.9671843 0.9687798 0.8568475 1.001655 1.0313276 1.036499
#> [2,] 1.034343 1.2339189 0.9782719 1.2461959 1.162729 1.1578366 1.157139
#> [3,] 1.272021 0.6819686 1.4012399 0.8232263 1.391581 0.7973272 1.196579
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.9100054 1.0386205 1.0297489 1.095730 1.2505540 0.8446494 1.1817829
#> [2,] 1.0772438 0.8715224 0.9023604 1.112776 0.6708953 1.0028409 1.0719697
#> [3,] 0.8253368 1.2756327 0.6784731 1.197134 0.7785550 1.5094776 0.6517438
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.9245617 0.8286293 1.064489 1.1520466 0.9566965 1.2714885 1.1700117
#> [2,] 1.0384948 1.0292228 1.041424 1.2793434 1.3749890 1.1263506 0.8411491
#> [3,] 1.4370502 0.7109884 1.409720 0.8161863 1.0870061 0.9232559 0.9875854
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.197687 1.0155160 0.8584181 0.9222644 0.9828210 0.9071622 0.7698540
#> [2,] 1.056256 0.9712301 0.8346926 1.1542456 0.8979651 1.0286956 0.9147747
#> [3,] 1.035903 0.9368837 0.9965545 0.9675025 0.9958053 0.7132037 1.1277257
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.1295147 1.0764683 0.9638197 0.8994212 1.0061014 0.9592495 1.0947229
#> [2,] 1.0761024 0.9085278 0.8775587 0.9697550 0.9035931 1.0235490 0.8140309
#> [3,] 0.9918829 1.0763414 0.8673265 1.1711346 0.9746059 1.0392206 0.9831592
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.927236 1.104372 1.0513776 0.9882714 1.1853712 1.0834972 1.128834
#> [2,] 1.037748 1.024667 0.8817905 1.1815106 0.7925254 1.0787060 1.142042
#> [3,] 1.093731 1.065644 1.1909713 0.9976728 1.0379136 0.8291914 1.263740
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.9842028 0.8718854 0.8962273 1.052186 1.0367674 0.8356587 1.0798194
#> [2,] 0.9881106 0.9961395 1.2201833 1.260490 1.0039015 0.8829219 0.8147917
#> [3,] 0.8848778 0.9976076 0.8794706 1.290747 0.7927717 1.3187070 0.6872594
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.9821105 1.0956248 0.8192526 0.8010470 0.8178325 1.0577363 1.0744833
#> [2,] 0.9437762 0.7694923 1.1032379 0.7289016 1.0433286 0.8079531 0.9124901
#> [3,] 1.5311910 0.7232116 1.3635311 0.5747320 1.5247493 0.9883698 1.2185169
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.9475001 1.1026974 0.9389176 1.0563133 0.8005969 0.7808912 0.9465275
#> [2,] 0.9862107 0.7423091 0.9508798 0.9661989 1.1918386 0.8525831 0.8241967
#> [3,] 0.8673701 1.0352817 0.8662202 0.9852338 1.1740900 0.9127351 1.0457049
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.0945213 1.2891101 0.8792889 0.9456538 1.1369493 1.024982 0.9811601
#> [2,] 0.8663973 0.8980911 1.3013087 1.3231188 0.9228588 1.232581 1.2031980
#> [3,] 0.8351877 0.9765311 1.1397350 0.8025595 0.9545942 1.295980 0.8757917
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.9691331 0.7034711 0.9796054 1.3748966 0.9712495 1.2053579 1.2478156
#> [2,] 1.1695369 1.6211658 1.1275415 0.7908540 0.8299740 0.8341436 1.0780017
#> [3,] 0.9426421 1.2670661 1.2811859 0.8881519 0.8539829 1.1868076 0.8601369
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.8307772 0.8643486 0.9080534 0.9072896 1.119869 1.0160732 1.086093
#> [2,] 1.0948629 1.0880152 0.8085759 1.0962714 1.121548 0.8591944 1.198540
#> [3,] 1.4943279 0.8164882 0.9798133 0.7534461 1.039905 0.8493692 1.403350
#> [,302] [,303] [,304] [,305]
#> [1,] 0.8417645 1.205353 0.7376090 1.093303
#> [2,] 1.0210479 1.024600 0.8638439 1.048306
#> [3,] 0.9753342 1.121582 0.9196347 1.100138
#>
#>
## ------------------------------------------------
## 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