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,] 0.1349976 0.0000000 0.00000
#> [2,] -3.3678500 3.9335331 0.00000
#> [3,] -3.8625803 -0.4957781 29.30058
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 0.1407949 0.0000000 0.00000
#> [2,] -13.2889985 15.5107041 0.00000
#> [3,] -11.2606022 -0.5035154 80.02121
#>
#> , , 3
#>
#> [,1] [,2] [,3]
#> [1,] 0.1268362 0.0000000 0.00000
#> [2,] -22.0677769 25.7651774 0.00000
#> [3,] -12.9506076 -0.2726193 90.21989
#>
#> , , 4
#>
#> [,1] [,2] [,3]
#> [1,] 0.1287967 0.000000 0.00000
#> [2,] -24.4499908 28.527894 0.00000
#> [3,] -12.3249280 -1.470412 92.82129
#>
#> , , 5
#>
#> [,1] [,2] [,3]
#> [1,] 0.1385159 0.000000 0.00000
#> [2,] -24.2341697 28.277027 0.00000
#> [3,] -16.7963341 2.691687 98.98696
#>
#>
#> $A
#> , , 1
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.89044534 -0.20667932 -0.5225327 0.27718553
#> [2,] -0.11835576 0.90510868 -0.5388167 0.12264030
#> [3,] 0.01999521 -0.03095068 0.8721780 -0.01299441
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.00407741 -0.09015756 -0.7577881 0.726081979
#> [2,] 0.02978899 0.83252232 -0.6728883 -0.212127421
#> [3,] 0.00866091 -0.02441302 0.8802429 0.005774765
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.039641627 -0.11519170 -0.8027196 0.46983631
#> [2,] 0.079830937 0.84098654 -0.7426799 -0.18353020
#> [3,] -0.007210524 -0.01695292 0.8946322 0.03925283
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.069874069 -0.14915052 -0.8371240 0.15312959
#> [2,] 0.082118146 0.81550658 -0.7233685 -0.26718753
#> [3,] 0.001142786 -0.02590021 0.8878654 -0.02231996
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.985127327 -0.15640579 -0.7212283 0.157801685
#> [2,] 0.019049474 0.85480794 -0.6615655 -0.006198936
#> [3,] -0.002580657 -0.03392432 0.8972927 -0.065054001
#>
#>
#> $hyper
#> , , 1
#>
#> [,1] [,2]
#> [1,] 2.139691 1.1690413
#> [2,] 6.036981 1.0795314
#> [3,] 3.304359 0.4904114
#> [4,] 22.651755 17.4748071
#> [5,] 26.013064 15.6841633
#> [6,] 41.449674 10.0039639
#> [7,] 2.962011 0.8364195
#>
#> , , 2
#>
#> [,1] [,2]
#> [1,] 3.345328 0.7551175
#> [2,] 5.249689 3.3967903
#> [3,] 81.120119 0.5445191
#> [4,] 28.057648 13.8832700
#> [5,] 33.600976 21.4838961
#> [6,] 43.097527 9.2592215
#> [7,] 3.205573 1.9054312
#>
#> , , 3
#>
#> [,1] [,2]
#> [1,] 3.184453 0.7487446
#> [2,] 57.866305 0.8387877
#> [3,] 455.328703 0.5246866
#> [4,] 34.332114 9.5789955
#> [5,] 54.887783 18.2967022
#> [6,] 54.792336 10.7798661
#> [7,] 4.379742 1.4725435
#>
#> , , 4
#>
#> [,1] [,2]
#> [1,] 3.588319 1.0201284
#> [2,] 136.117333 1.5173497
#> [3,] 714.895070 0.8150243
#> [4,] 50.614085 11.2435504
#> [5,] 69.834760 8.7418118
#> [6,] 58.653748 9.3653121
#> [7,] 5.395945 1.1955213
#>
#> , , 5
#>
#> [,1] [,2]
#> [1,] 18.674127 1.1158033
#> [2,] 94.390324 0.9329729
#> [3,] 820.738356 0.7344979
#> [4,] 64.400245 9.5842316
#> [5,] 116.162003 13.0157765
#> [6,] 103.609689 10.6245617
#> [7,] 7.734956 1.3299953
#>
#>
#> $h
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1.43205096 -1.2271341 0.84582457 -0.726513 0.4888806 -1.1041442
#> [2,] 0.46312304 -0.3629256 -0.06658035 1.589641 -0.1565399 -0.8420578
#> [3,] -0.05785955 0.2677617 -1.11839877 1.401548 -3.1633244 3.0598586
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] -0.05634431 -1.3250509 1.6581519 -1.12471939 -1.0018281 0.63342009
#> [2,] 0.70783274 0.3408205 -1.0604130 -0.03089377 -1.3083702 0.02706664
#> [3,] -2.85420902 2.0722928 -0.8037072 1.02490016 0.3967966 -0.05761371
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] -1.658610 -0.07272677 -0.2828686 -0.6882099 1.64527286 0.3052485
#> [2,] -0.772735 -1.43087810 0.7505106 -0.4821313 -0.31940885 -0.2851429
#> [3,] -1.587258 1.44618221 0.1575482 -0.1358301 -0.09878223 0.2253220
#> [,19] [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] 1.450994 -1.2469964 -0.8053495 -0.9930479 0.8144784 0.1233891 1.1083257
#> [2,] 1.318406 -0.4142077 -1.5057454 -1.0931139 -0.3968517 0.3155460 -0.9488934
#> [3,] 1.468241 -2.0277149 3.2377653 -1.6649622 0.9369173 -0.4244583 0.9946914
#> [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 0.9147151 0.4830830 -0.5910079 0.3057477 -1.2030084 0.9149241
#> [2,] 0.1112778 -0.4215532 -1.2666050 -0.2840516 2.0940988 -1.6053254
#> [3,] -2.2052577 0.4074390 -0.1918662 1.4515017 -0.3074783 2.5254628
#> [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] -0.86380861 0.249360 -0.07187279 -0.6089599 0.56905757 1.7673327
#> [2,] 0.03267884 1.066032 0.09740920 0.2120069 0.07023931 0.3147824
#> [3,] -1.86157268 3.231438 -3.35270238 2.5245665 -3.49916932 2.1576573
#> [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] -0.6476708 0.2580727 2.092006 -0.09075084 -0.2838186 0.8288614
#> [2,] 0.4586401 0.3157445 -1.052888 -1.00501189 -0.5388183 -0.5135596
#> [3,] -1.6687037 1.7685557 -2.057916 1.54674709 -2.0908966 0.9288141
#> [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] -0.1190190 0.62714753 -1.4986976 -0.3164446 -1.4222803 0.55879395
#> [2,] 0.2015064 1.00535862 0.7067644 1.7345243 0.9998384 0.09227814
#> [3,] 0.6246835 0.09154993 -0.3659271 -1.2009505 1.6682688 -1.86478713
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.002522 0.2721856 -0.4193214 0.1433499 0.2411148 1.9554588 -0.5242768
#> [2,] -1.884984 -1.0673903 0.9587587 -1.4404746 0.8623622 0.7134056 0.7443868
#> [3,] 1.368841 -0.8833492 -0.4347733 0.7866748 -1.0967654 1.4657613 -1.1569664
#> [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] -0.1251346 1.6607300 -0.6946727 -0.5166224 -0.7714143 0.16413976
#> [2,] 1.1762284 -1.5920662 -0.5214284 0.7485651 -0.6871368 0.01559881
#> [3,] 0.8594427 0.3302053 1.1341859 0.7927533 -0.2576074 -1.13734441
#> [,63] [,64] [,65] [,66] [,67] [,68]
#> [1,] -0.09832388 0.6061658 0.2230637 0.3392320 -0.18521182 -1.2934624
#> [2,] 1.30861206 1.0031038 -0.8560580 -1.5135717 0.05244015 -0.7835044
#> [3,] 0.45845843 -0.5344111 1.9389858 -0.4054193 -0.21034397 -0.7716891
#> [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] -0.9228544 0.8952326 -1.3974575 -1.141509 -0.47547742 0.05389004
#> [2,] 1.0308366 1.7404918 0.6683224 1.880994 0.17330103 0.06025535
#> [3,] 1.5188216 -1.3035992 1.1021922 -1.059982 -0.08918915 -0.57280169
#> [,75] [,76] [,77] [,78] [,79] [,80]
#> [1,] -1.2624980 0.7461816 0.8134280 -0.4374173 0.6014929 -0.6361587
#> [2,] 0.1860109 0.3038969 -0.4013069 0.1690691 0.8910707 -0.8912217
#> [3,] -0.9988763 1.7711758 0.3740848 0.2412212 -0.5667490 -0.6583767
#> [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] -0.4768419 -1.5844522 1.8735267 1.06708725 -1.6073296 0.5318026
#> [2,] -0.2928293 0.3892377 -2.0442293 -0.07627335 -0.5944908 -1.1052738
#> [3,] -0.1304483 -0.1955160 -0.3387561 0.26033955 0.1145732 -0.9677864
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] 1.004254 2.013297 0.8025994 -1.8938745 -1.3844961 0.1642089 0.6860129
#> [2,] -1.385704 -2.143362 -0.3198570 -0.1420314 -0.1209719 1.3068798 1.1275644
#> [3,] 1.258712 -1.090484 2.0521302 -2.1234687 0.7736521 -0.7040509 -0.4212685
#> [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] -0.1786098 0.5159493 2.2582064 0.001625402 -0.7568908 -0.8775599
#> [2,] 1.1965753 -0.8645294 -1.4681099 -0.779364010 -1.3995828 -0.5809126
#> [3,] 0.5289534 -1.9080453 0.9714073 0.150707589 -1.9171697 1.9604555
#> [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.5461991 0.1678124 0.1561732 0.4100301 0.1450965 -0.03472783
#> [2,] 0.9466379 0.9433308 -0.2419408 0.8422143 -1.9631772 1.13953727
#> [3,] -1.7875147 1.6800564 0.3513046 -0.2189097 -0.4416704 -0.12947822
#> [,106] [,107] [,108] [,109] [,110] [,111]
#> [1,] -0.4298484 -0.2834368 -0.4030300 -0.6202056 0.6923697 0.2223373
#> [2,] -1.0700349 -0.8230093 0.4485351 0.8170749 -0.6996991 -0.6445142
#> [3,] 0.2412917 -0.7936637 0.3212334 0.3578946 0.2092711 0.6076062
#> [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] 0.48240524 -0.9051205 0.2027030 0.6368631 -0.2287814 -0.15460130
#> [2,] 0.52692218 -0.7597089 0.3369499 -0.5735901 -0.5497502 -0.07438549
#> [3,] 0.03307736 -2.6753129 1.8299229 -1.0783687 0.6087932 -1.49935541
#> [,118] [,119] [,120] [,121] [,122] [,123] [,124]
#> [1,] 0.3772388 2.5994401 0.5352386 1.0755603 -0.4149591 0.5826816 -1.6440388
#> [2,] 0.3475899 0.5127283 0.3602635 -0.2768893 0.3814299 -0.2184232 0.1404437
#> [3,] 2.6963732 -1.6950177 2.9159653 -1.2850418 1.2209767 -0.5232443 0.2988312
#> [,125] [,126] [,127] [,128] [,129] [,130]
#> [1,] -1.570644 0.5396766 -0.2166771 -1.2419880 0.1384670 -0.03656211
#> [2,] -1.699783 -0.3911822 0.7836271 0.9466078 -0.9588267 0.30681231
#> [3,] -0.412194 1.3246609 -2.5416557 0.4604109 0.5193428 0.88425373
#> [,131] [,132] [,133] [,134] [,135] [,136]
#> [1,] 0.9219049 -0.20334722 -0.5515456 0.8583725 0.02382900 -0.1517261
#> [2,] 0.2513410 -0.04623192 -0.3526278 -1.3928484 0.89370964 0.7175022
#> [3,] -2.2496598 0.66695555 -1.9086215 0.7534161 0.04889178 -0.6681720
#> [,137] [,138] [,139] [,140] [,141] [,142]
#> [1,] 1.22862102 1.1615720 0.5311276 0.5528099 1.1280923 0.4819314
#> [2,] -0.09630888 -0.5273644 1.0500130 -0.7685396 0.6272350 1.2310833
#> [3,] 1.20311812 -1.8452350 1.7831564 -0.8798530 0.6378281 -0.1318256
#> [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 0.5107523 -0.5167232 0.8536245 -0.1787113 -0.08015439 0.7490922
#> [2,] -0.5414412 -0.2256056 1.3084961 0.3608526 0.20820984 0.5028126
#> [3,] -0.1827124 1.9125408 -2.0894503 3.9886492 -3.75854559 3.3641009
#> [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] -1.7235430 0.03793927 0.005564921 0.1309190 0.7571342 -0.2616954
#> [2,] 0.6108474 0.47874086 1.091260648 0.8232741 -0.5895832 1.5481405
#> [3,] -3.0956682 1.79070173 -1.575517357 1.4448343 -2.1129559 2.4421647
#> [,155] [,156] [,157] [,158] [,159] [,160]
#> [1,] 0.2656676 0.4744436 1.2999344 1.0775300 -0.9640897 0.3743593
#> [2,] -0.2090767 -1.5169522 -0.3494365 -0.4017886 0.5010966 0.8334937
#> [3,] 1.0741481 0.3203224 -0.3805128 2.0140510 -2.3326308 3.9395853
#> [,161] [,162] [,163] [,164] [,165] [,166]
#> [1,] -1.5250121 -0.7595045 -0.6576142 -1.2655300 2.62480084 -0.3173236
#> [2,] 0.5246703 -1.3531949 0.2693722 -0.1927784 -0.07114916 0.3352778
#> [3,] -2.3235172 0.7655682 -0.2067997 0.7717199 -0.19192068 1.1297440
#> [,167] [,168] [,169] [,170] [,171] [,172]
#> [1,] -0.6257954 -0.4533810 0.9641600 0.7997651 -0.1380424 -0.0505958
#> [2,] -0.7410987 1.4307138 -0.5289771 -0.4135928 1.6047563 -0.1714738
#> [3,] -1.2079910 0.5859713 1.0420640 -1.4920993 1.8678553 -0.4170391
#> [,173] [,174] [,175] [,176] [,177] [,178] [,179]
#> [1,] 0.4471002 0.3567788 1.0515207 1.131384 -1.887209 -1.2327995 0.1414246
#> [2,] -0.4548665 -0.0718849 0.5134990 -1.376293 -1.162222 -1.5495810 0.6523942
#> [3,] -0.5997164 0.3991414 0.5431107 1.039264 -1.327545 0.1003331 1.2745752
#> [,180] [,181] [,182] [,183] [,184] [,185]
#> [1,] 0.3075151 2.389441 -0.1990788 -0.14622607 0.24823155 -0.1545706
#> [2,] -0.9948539 0.291812 -1.8925798 0.07648159 0.02923745 -0.4786753
#> [3,] -0.8132128 0.607541 -1.8752928 0.09259904 -1.60698265 0.5447692
#> [,186] [,187] [,188] [,189] [,190] [,191] [,192]
#> [1,] 0.6096320 0.1875689 -0.47354487 1.3039352 0.0828824 1.104006 -0.3587218
#> [2,] 1.2442491 0.2931387 0.76592270 1.0179546 -0.8536039 -2.262237 0.8262467
#> [3,] -0.2253047 0.1713577 -0.04232712 0.4491298 -1.5325279 1.327650 0.8920877
#> [,193] [,194] [,195] [,196] [,197] [,198] [,199]
#> [1,] -1.331127 0.1145035 0.9806856 0.2076458 -1.2717704 -3.2266688 2.0637222
#> [2,] -2.193525 -0.3264946 0.5025573 -1.0444433 -0.1867202 -1.5299602 1.8631191
#> [3,] -1.740255 0.2379707 0.9627190 -0.4698303 0.4618637 0.1510261 -0.6892183
#> [,200] [,201] [,202] [,203] [,204] [,205]
#> [1,] -0.7886533 0.1241598 0.9739058 0.7291678 0.8858432 0.6377709
#> [2,] 0.5726032 -0.2428560 -0.1842517 0.5409549 -0.2559370 -0.7623019
#> [3,] 0.2021632 -1.3064448 1.4851861 -2.2381193 2.6934959 -2.5784779
#> [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 0.0600939 0.6570434 -1.0261881 -1.8536515 -0.6710560 -0.3584285
#> [2,] -1.6653531 -0.5581968 -0.8841475 1.1449630 -0.5535635 -0.2274632
#> [3,] 0.9219518 0.9755287 -0.2602617 0.3835623 1.3825997 -0.9936508
#> [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.3651526 0.0797524 -0.8170638 0.2703527 -1.1090504 0.5680681
#> [2,] 0.3434777 0.9305603 -1.3233663 -1.2805745 -0.7038773 -0.9264563
#> [3,] -0.4858128 0.5602743 -1.0589568 1.8515376 -2.3287397 0.9114238
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] -0.6841153 -0.4746441 -1.2418185 1.602858 1.6545973 0.2431591 -0.01559548
#> [2,] 0.4060648 -0.1293759 -0.2103322 1.387035 -0.2544644 1.1925194 0.07012507
#> [3,] -1.6247212 2.1768629 -1.3237241 1.653999 -2.2817586 1.1823152 0.80556054
#> [,225] [,226] [,227] [,228] [,229] [,230]
#> [1,] 0.6653016 1.6821467 0.1254584 -1.348216 0.6342233 0.93677878
#> [2,] 0.5445019 -0.9201349 -1.6076818 1.760144 1.5992931 0.02909422
#> [3,] -0.7928826 -0.9491954 1.4063299 -2.060207 1.5823620 -0.60069096
#> [,231] [,232] [,233] [,234] [,235] [,236] [,237]
#> [1,] -0.5499692 1.5977781 -0.4625958 0.8941197 -1.1189234 -0.5387088 -0.0964844
#> [2,] 0.7482993 1.0277056 -0.6645254 0.6439857 2.2691459 1.0599726 0.3337301
#> [3,] 1.1064344 0.7491493 0.2827380 0.4358141 -0.4138373 0.3128346 0.1663418
#> [,238] [,239] [,240] [,241] [,242] [,243]
#> [1,] -1.4726420 0.2277539 -0.1037498 -0.5159649 -1.65098239 -1.0454820
#> [2,] -0.3746777 -1.1581215 0.1845680 -0.7351604 2.31178634 0.2461268
#> [3,] 1.1504347 -1.7365380 2.0509606 -0.5744451 -0.09879783 1.1310092
#> [,244] [,245] [,246] [,247] [,248] [,249]
#> [1,] -0.29252022 -2.0717061 0.97726441 -0.4177777 -0.1322642 -1.319109
#> [2,] 0.58567014 0.2269864 0.01384324 -1.0266810 -0.9254417 1.190759
#> [3,] -0.01878724 -0.3227009 2.18558311 -2.9254328 1.8445089 -1.234937
#> [,250] [,251] [,252] [,253] [,254] [,255]
#> [1,] 0.84925404 1.1938209 -0.3856541 -0.8370706 1.2043739 -0.8380035
#> [2,] 0.25939324 -0.2085718 -1.1330403 -1.2076109 0.3710404 1.6607922
#> [3,] -0.09108041 1.6119850 -1.1809033 1.8437774 -0.1411221 -1.2592092
#> [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] 0.1765789 -0.2522452 -1.5228485 1.5372226 1.6659669 0.6329056
#> [2,] -0.4766334 -1.3224149 -1.0380033 -1.0679001 0.2345498 -0.5166062
#> [3,] 2.0725814 -2.1246837 -0.2870309 0.2277799 0.8342217 -1.1997763
#> [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 1.0205952 1.5146657 0.5952210 -1.0036304 -0.356199 0.6976912 1.7556751
#> [2,] -0.3794349 0.9996980 0.8079436 -0.8393299 1.496113 0.9077343 -0.1928957
#> [3,] 0.1839520 0.5611703 1.0090101 -0.3102398 1.898762 0.2396646 0.6496711
#> [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] -0.1951853 -1.0640678 -1.2858419 1.074799 -0.2220866 -0.1825570
#> [2,] 0.7454929 -1.2947184 0.2256193 -1.351895 0.2977903 0.1830113
#> [3,] -1.5443780 0.6016126 0.8110453 0.208029 -1.6873147 0.0309015
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 1.4852221 -0.5452681 1.1004740 0.8242952 0.3712322 -2.3776147 0.1793116
#> [2,] 2.5674623 -0.4206131 -0.3528550 0.4025515 -2.2469922 -0.1452333 1.0107430
#> [3,] -0.8679225 0.9223632 -0.1694718 1.1908963 1.4058035 2.0089259 1.0895373
#> [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] -1.181251 -0.6960934 0.5955056 1.214104987 -2.2467833 -0.5885517
#> [2,] 1.089098 -0.1516978 -0.7779477 0.205210509 1.6633632 0.8889941
#> [3,] -1.761628 0.3627646 -1.2465250 -0.001152769 0.6915211 -1.0805154
#> [,288] [,289] [,290] [,291] [,292] [,293]
#> [1,] 0.71340842 -0.67816834 0.9822206 -0.1811129 -1.54159148 -0.717084048
#> [2,] 0.58230802 0.35433204 -0.9193702 -0.4187837 0.92550806 -0.009848082
#> [3,] 0.07081242 0.05322902 0.1065018 0.9329766 -0.07862613 0.223829141
#> [,294] [,295] [,296] [,297] [,298] [,299]
#> [1,] 0.4311502 0.7591489 -0.3231804 -0.3827380 -0.006792616 -1.2135941
#> [2,] 0.2469885 -1.3971793 -1.5928368 -0.1608891 1.078214019 1.8331664
#> [3,] 0.7486708 -1.5444459 0.5324619 -0.3272918 0.585229079 -0.6640864
#> [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] -0.6060711 2.4135157 -1.7353841 0.3409936 1.257688 0.2940958
#> [2,] -0.7240103 -1.5311886 0.9463129 -0.4097678 1.047390 0.3470669
#> [3,] 0.5292357 -0.6837247 2.3809932 -2.2630425 3.388822 -2.3602527
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -1.3335997 1.421561 -0.4284334 -0.08350810 -0.5082527 -0.2321589
#> [2,] 0.3819087 -1.134555 -0.2159613 0.09055826 0.1422560 1.0058993
#> [3,] 0.4878754 -1.810195 2.2360046 -0.42732473 0.7680964 -1.8382842
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0.05310808 1.0671298 -1.0137151 0.10679156 -1.301815 0.8372092
#> [2,] 1.94117194 -0.7126604 -0.7192784 0.50826406 -1.004450 -1.4599125
#> [3,] 1.27658865 -1.9068692 1.5085836 0.01732763 1.163516 -0.6428984
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] -0.6886549 1.2266993 1.104249 -0.2224436 -1.1693467 -1.4988521 0.6938967
#> [2,] 0.1134386 -0.8760529 0.483380 -1.9168644 -0.1187687 0.9440619 0.2113215
#> [3,] 2.4543137 -3.0141237 2.963529 -2.9830128 3.1911434 -3.0530121 1.6891042
#> [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] -0.7759266 -0.4291141 0.5979808 -0.2387627 -0.260205 -0.7955583
#> [2,] -3.7119289 -0.6364229 2.2146625 -1.0994728 -1.735155 -0.4503250
#> [3,] -1.3293197 2.8403598 -2.2364943 1.8155671 -1.607255 -0.2034705
#> [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] -0.2262496 0.4409385 -0.2988937 -1.0524295 0.2970497 0.7269706
#> [2,] 0.8998323 -0.6714183 -0.6672827 0.8814832 -0.2446306 0.8580534
#> [3,] 2.0184061 -1.9255731 2.2280630 -1.6976691 2.4688365 -1.8094549
#> [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 1.6984552 0.2144040 0.336667412 -0.1848271 -0.8274273 0.5676075
#> [2,] -0.6946928 1.8671406 -0.161653236 0.3138388 -0.9629352 -0.4486987
#> [3,] 2.7467022 -0.9235564 -0.004403748 -1.2208631 -0.2184013 1.1602781
#> [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 0.5367132 1.4310621 -1.5643965 0.1788105 1.572885 0.6591363
#> [2,] -2.0360886 -1.8908528 0.1391276 -0.7082578 -1.033855 0.5178986
#> [3,] -0.3749700 0.5332571 -0.6936580 -2.2894220 2.497390 -2.4736332
#> [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] -0.1708069 -0.3488280 0.8368675 -2.180276 -0.4564502 -2.36783717
#> [2,] 0.5230055 -0.1289159 0.5583021 1.585629 0.5120187 -0.07686313
#> [3,] 3.1887512 -1.2684394 1.4216260 -2.782172 2.6010809 -1.50650128
#> [,50] [,51] [,52] [,53] [,54] [,55]
#> [1,] 0.07406339 -0.01070402 -1.0161827 0.04039422 -1.0821507 -0.5650214
#> [2,] -0.85910181 -0.46562127 -0.8222407 0.73168085 -0.1688232 0.4868392
#> [3,] 0.02903084 -0.71349273 1.5424204 -1.24207447 0.7478563 0.8866496
#> [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 0.6722333 -0.9419483 0.1970350 1.0387214 0.4678227 3.141580 0.3744523
#> [2,] 0.3812242 -0.1579595 0.8752807 -1.5225269 -1.1772614 1.618182 -0.4228133
#> [3,] -1.5231213 0.1842483 -0.2089458 0.8718482 -1.3965693 1.993172 -0.7919812
#> [,63] [,64] [,65] [,66] [,67] [,68]
#> [1,] 1.1447543 0.1177463 0.8935980 0.2412845 -0.8007850 0.5786880
#> [2,] 1.0748614 -0.4430523 0.9375534 -0.1660668 -1.6922489 -2.1756395
#> [3,] 0.6543617 0.6362207 0.1719313 -0.5112242 0.6851725 -0.3427148
#> [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] -0.08485365 0.4409913 -1.1603207 -0.8447071 0.2409495 -0.7851452
#> [2,] -1.15685482 0.8055879 0.7788883 -0.5625101 -1.5927353 0.3581421
#> [3,] 1.52654811 -2.3860381 0.9859993 0.4091962 -1.0226606 2.6059862
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81]
#> [1,] -0.8673324 0.9915323 -1.1884218 0.3217317 1.135822 0.2400701 -0.487528
#> [2,] -0.4208815 1.1371924 0.4112600 1.1327272 -1.345139 -0.5827584 -0.246412
#> [3,] -3.1026185 0.6341269 0.6087878 0.6159374 -1.241106 0.3665213 1.366583
#> [,82] [,83] [,84] [,85] [,86] [,87] [,88]
#> [1,] -0.4519837 0.6004607 -0.3914028 0.2146503 -0.3686658 -1.428633 0.6315942
#> [2,] 0.6306240 -0.4975257 -0.1516849 0.4217381 0.1162417 -1.819973 0.1673246
#> [3,] -2.0279135 0.7051612 -2.0513869 3.3481050 -2.0143210 1.421971 0.2579830
#> [,89] [,90] [,91] [,92] [,93] [,94] [,95]
#> [1,] -1.409246 1.144590 -2.9653029 1.53374226 -0.1781358 -1.0418306 -0.7387138
#> [2,] 1.227753 -1.135699 0.5939256 0.03353682 0.2565747 0.4601506 -0.8930012
#> [3,] -2.436858 3.552515 -3.3414745 3.13923585 -3.2709722 1.5410302 -0.8601569
#> [,96] [,97] [,98] [,99] [,100] [,101]
#> [1,] -0.1082807 -0.7850889 1.8933826 -0.1143803 -0.3385099 -0.2311951
#> [2,] -1.4425644 -0.7519418 -0.3465306 -0.4975376 1.8029541 0.7763740
#> [3,] 1.6731028 -2.2187134 2.4650093 -2.1350722 2.5561391 -2.2547516
#> [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 0.2324883 -0.7336584 1.3448077 -0.9461730 0.6315454 0.1951934 0.269931
#> [2,] 0.4865018 1.3302628 -0.3364647 -0.4289008 -1.6258096 1.0053512 2.128347
#> [3,] 1.1671052 -3.2006788 2.1112090 -3.0354861 3.2343797 -3.4752903 3.903379
#> [,109] [,110] [,111] [,112] [,113] [,114]
#> [1,] 1.0250825 0.1558229 0.06300607 -0.6521506 1.6614022 -0.3015879
#> [2,] -0.5538141 -0.6492514 -0.55336588 -0.3292774 -0.7633081 0.1712822
#> [3,] -3.1618483 1.6971472 -0.88563742 0.7701279 -1.3570402 1.1030929
#> [,115] [,116] [,117] [,118] [,119] [,120]
#> [1,] -0.10471787 0.15501969 -0.2279623 -0.2629576 -0.926180 -3.49021474
#> [2,] -0.02064935 0.05314385 0.2563852 -0.5771670 1.269771 0.07370415
#> [3,] -2.14635259 1.32370310 -1.3754362 0.9553629 -0.844172 2.39606782
#> [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] -1.4239137 0.8238201 1.1743488 2.97595214 0.4876088 -0.5056389
#> [2,] 0.8339827 2.0622608 0.2729969 -0.08515135 0.8142958 0.3132354
#> [3,] -2.2885469 2.2647199 -0.7511698 0.05532032 0.3400340 -2.0828004
#> [,127] [,128] [,129] [,130] [,131] [,132]
#> [1,] -1.7213807 -0.7660256 -1.9384537 -0.009797044 1.3559485 0.7479177
#> [2,] 0.2254189 -0.4558284 -0.2008781 -0.181096672 -0.6308943 -0.3468577
#> [3,] 1.3370418 -0.5410461 0.6121596 0.949625196 -0.2336514 1.9876222
#> [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 1.040967 -0.4496963 -0.10856279 0.1440491 -0.1266241 0.3605699
#> [2,] 1.414656 -1.9515036 1.02372428 -0.2945750 -0.2756875 -0.7304279
#> [3,] -2.469801 -0.2024083 -0.05216177 -0.7584374 1.1204496 -0.9524651
#> [,139] [,140] [,141] [,142] [,143] [,144]
#> [1,] -1.355774484 0.06910343 0.1020818 -2.0537299 -0.2867556 0.76319439
#> [2,] -0.006612197 1.19145809 0.8041640 0.1760015 1.4070028 -2.15712717
#> [3,] -0.079062683 -0.68719887 -1.1995388 0.9465020 0.3522360 -0.01477619
#> [,145] [,146] [,147] [,148] [,149] [,150]
#> [1,] 0.61719015 -0.5764748 -0.0007341269 -1.054799 -0.2020519 -0.34671599
#> [2,] 1.98237582 -0.2795823 -0.0014771268 1.453627 -0.3945897 0.07233177
#> [3,] -0.04213692 -0.1834295 1.4128495369 -2.836873 1.8498179 -0.95423165
#> [,151] [,152] [,153] [,154] [,155] [,156]
#> [1,] -0.3150060 0.1589507 0.3110750 0.2674677 1.5396489 0.1319691
#> [2,] -0.9902734 0.1919738 0.7830601 2.4458090 0.6578094 -0.2456331
#> [3,] 1.6012346 -0.3767360 -1.1607365 1.7412487 -1.3266072 1.5564496
#> [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] -0.9442343 -0.2450261 0.7828257 -0.7787738 -1.3888427 -0.6582602
#> [2,] -1.0398291 0.2084909 0.2141652 1.2876614 0.2073372 -0.5874710
#> [3,] -0.7912312 0.8359868 -1.8403207 -0.8180262 1.0551316 -0.4571754
#> [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.5367421 0.6604032 -1.1742188 -1.033802 -0.05859574 -0.5268783
#> [2,] -0.9509020 1.6420859 -0.4553856 -1.527002 0.27420112 -0.9119359
#> [3,] -0.3333759 -1.8211832 0.6254416 1.119575 -1.29700301 0.4681987
#> [,169] [,170] [,171] [,172] [,173] [,174]
#> [1,] 0.7206084 -0.7440409 0.1957077 -1.008896 1.5289798 -0.5747329
#> [2,] 0.1078739 0.7816080 0.2674197 -1.718583 -0.1951948 -1.3938438
#> [3,] -0.6994288 1.0622271 -0.3701317 1.983786 -1.7725154 1.4497806
#> [,175] [,176] [,177] [,178] [,179] [,180] [,181]
#> [1,] -0.2222518 -1.1406897 0.06468746 2.0990520 -1.1414809 -1.023988 -1.979848
#> [2,] -0.2181592 0.8637146 -0.93168956 0.6996145 1.7663070 1.031365 1.691767
#> [3,] -0.3748778 -0.5230259 -0.48074165 1.2743580 -0.2862286 1.058311 -0.135199
#> [,182] [,183] [,184] [,185] [,186] [,187]
#> [1,] -0.2131274 -1.9758287 0.8241512 -0.62961623 -0.19001056 0.7344857
#> [2,] 1.0263631 -0.1975208 -1.1017992 0.02149432 0.08853754 0.8620257
#> [3,] 1.1272964 -1.3048834 0.8588944 0.15033186 0.34278117 0.1922122
#> [,188] [,189] [,190] [,191] [,192] [,193]
#> [1,] 0.08090763 -1.855492 0.3103969 -2.84258475 0.4825179 -0.6244149
#> [2,] 0.17320791 -1.620117 -0.9321102 -0.09205556 0.7633837 0.4350513
#> [3,] -0.47168907 2.069193 -0.7082163 -0.72568353 -0.3222657 0.5274451
#> [,194] [,195] [,196] [,197] [,198] [,199]
#> [1,] -0.3703003 0.46132613 -0.7554367 -0.5920801 0.33028986 0.8289941
#> [2,] -0.9826713 0.15429738 0.4600922 0.2124072 -1.11200861 1.6272880
#> [3,] -0.4513756 -0.02256967 -1.2009078 1.4319543 0.03600903 -1.2226009
#> [,200] [,201] [,202] [,203] [,204] [,205]
#> [1,] -0.7513423 0.3840814 0.8881964 0.0006025585 -0.2956223 0.3073885
#> [2,] 0.7188090 -1.0501063 -0.4635812 -0.6761136463 -0.3001643 0.4388355
#> [3,] 0.2831901 1.0499625 -0.2873725 1.7453191096 -2.7537070 1.9048208
#> [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] -0.6189738 1.2081034 1.9941693 -0.24323930 0.85337482 -0.6010158
#> [2,] 0.0644929 -0.2418303 -0.9822346 0.02104609 0.09838963 0.4293022
#> [3,] -3.4026293 2.4930223 -1.2742545 2.03912939 -0.66399420 0.8995654
#> [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] -0.7181466 -0.7643778 0.8979701 0.3402213 0.9459631 -0.5247110
#> [2,] -1.0402112 1.1106452 -1.0643854 -0.8204427 -0.9184272 -0.2291884
#> [3,] 0.2823769 1.6957166 -1.7808834 1.4104049 -0.8811758 -0.4773968
#> [,218] [,219] [,220] [,221] [,222] [,223]
#> [1,] 1.6495634 0.1909003 1.8761781 -0.1574581 -0.42290734 -0.7200683
#> [2,] -0.2643406 -0.6080995 -0.2638458 -0.6891312 0.81136941 2.2753928
#> [3,] 1.6760864 -0.2671073 0.6627871 1.2557829 -0.07777494 -0.1974223
#> [,224] [,225] [,226] [,227] [,228] [,229]
#> [1,] -1.5647239 0.4109614 -0.4337097 0.4160632 0.3898868 -1.4793130
#> [2,] 0.9358907 0.3334912 -0.1354590 -1.5025673 -0.7983706 0.8986867
#> [3,] 0.9130601 -1.7140834 3.1256864 -3.0147684 3.7636600 -3.4542752
#> [,230] [,231] [,232] [,233] [,234] [,235]
#> [1,] -0.72641885 0.6592706 -0.7306167 0.1590408 0.3749582 -1.6855929
#> [2,] 0.08865058 -0.2979810 -0.3277530 -0.4866686 -0.1028344 0.5001353
#> [3,] 3.09395696 -3.9926805 2.8902418 -3.2055794 3.6961417 -3.3916966
#> [,236] [,237] [,238] [,239] [,240] [,241]
#> [1,] -1.856416 -0.6570074 -0.4997027 -0.3846449 -0.28170198 1.0678036
#> [2,] -1.670902 0.1384726 -0.1518832 0.1080837 0.05659156 -0.9504385
#> [3,] 2.086041 -2.4669195 2.5269524 -1.2336999 0.36670032 -1.0346717
#> [,242] [,243] [,244] [,245] [,246] [,247]
#> [1,] 0.9149059 -0.316957028 0.2489385 -0.005821464 0.2471084 -2.0362358
#> [2,] -0.9307640 -0.048649056 0.2270720 0.725352280 -1.3050632 -0.8103193
#> [3,] 0.7192926 -0.009417294 0.9106945 0.363198763 -2.4288345 1.6824076
#> [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] -0.9794801 -2.2934811 -0.7447499 -0.6728915 2.1762424 -0.7072162
#> [2,] -0.2077012 0.7323876 0.7138180 1.3542073 -0.6666104 0.1912585
#> [3,] -0.8366413 0.6137951 -0.2294136 1.3461646 -0.7881825 1.0182939
#> [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.4394223 -1.085985 -1.2709898 -0.61412354 1.772601 -1.1489727
#> [2,] 0.3207497 -1.726437 -0.5984656 -1.81944484 -1.635930 -0.1549461
#> [3,] -1.8215075 1.297157 -1.0358786 -0.04930578 -2.250259 2.6120542
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] -1.4503715 1.883459 0.9173812 -1.6861130 0.0248484 4.160477 -0.9514679
#> [2,] -0.0893469 1.507895 -1.0801433 0.2110856 0.6695011 -2.340491 1.6268673
#> [3,] -3.5464291 2.123160 -1.7430712 1.4004119 -2.7323031 2.435965 -0.9040727
#> [,267] [,268] [,269] [,270] [,271] [,272]
#> [1,] 0.9605554 -0.04747846 1.5991692 -2.1770384 -0.5807987 -1.1578640
#> [2,] 0.4322932 0.36542889 0.5027132 1.9914459 -1.6615682 -1.1768102
#> [3,] 1.5024647 -1.45240965 0.7318229 -0.2675796 -0.4145372 0.6791421
#> [,273] [,274] [,275] [,276] [,277] [,278] [,279]
#> [1,] -0.7188264 -0.2751566 -1.106018 1.842760 0.0268816 -3.7398017 0.9420481
#> [2,] 0.3824655 1.0308826 1.308004 -1.736104 -2.2610195 1.6092463 -2.5063978
#> [3,] -1.0852815 0.8982289 -1.574712 3.012444 -1.4456427 -0.8343476 1.6290518
#> [,280] [,281] [,282] [,283] [,284] [,285] [,286]
#> [1,] 1.064159 0.6090128 0.9433909 1.002120 0.23979439 -1.1974736 0.727642
#> [2,] -1.030542 0.2371090 -0.4369471 -1.325300 0.09809171 -0.5696168 1.535726
#> [3,] -2.234748 0.4813478 0.3009413 -2.311254 4.09735398 -3.0253005 3.008151
#> [,287] [,288] [,289] [,290] [,291] [,292] [,293]
#> [1,] 1.8357427 -0.3419811 0.7495375 -1.0978742 -0.3762752 1.586727 1.3232964
#> [2,] 0.6400929 -0.3222253 0.4063445 -0.4236305 -0.4304518 1.536295 -0.5222915
#> [3,] -1.2473164 2.0973072 -1.4522817 0.4234770 0.7911359 1.055204 -0.8634824
#> [,294] [,295] [,296] [,297] [,298] [,299]
#> [1,] -0.8523219 -0.39308363 -0.5888217 1.3450554 -1.7767696 0.5357024
#> [2,] 1.6677229 0.01616338 -1.8401207 -0.4852022 1.2117891 0.4705667
#> [3,] 0.1284367 -0.81734600 -0.3893317 1.0768138 0.3142796 0.7134676
#> [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 0.1172318 0.16458084 0.91838690 0.9523696 -1.0414590 -0.07996881
#> [2,] -0.7832690 -2.17693578 0.07186749 0.1704323 0.5382916 0.50766811
#> [3,] -0.6365090 0.07245129 -0.18604637 0.4033578 -1.1523399 0.29889136
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 0.07711809 1.0287662 0.9647815 0.7942547 -0.3495527 0.36079335
#> [2,] 0.70447452 0.2550471 -0.4974775 0.2919376 1.1528848 -0.04716005
#> [3,] 1.10196076 -1.0073257 1.6975863 -0.4527220 1.2653872 -1.76450409
#> [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 0.3335849 0.8622755 -0.8850497 0.8643048 0.4217507 0.8022407 -1.408393
#> [2,] -0.5890193 -0.0460317 -0.1749796 0.3069537 -0.8212170 -0.3341192 1.028278
#> [3,] 1.8695897 -0.3064323 -1.9892677 2.2807866 -2.9355475 4.5979639 -3.203433
#> [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] 0.5096526 -1.1145371 -0.9530350 0.8423613 0.1007389 -0.4801023
#> [2,] -0.1649258 0.4638178 -0.7508207 -0.7388307 -0.4089986 1.1288637
#> [3,] 2.4442831 -1.0840017 1.9593596 -1.5338164 0.4018933 0.7075774
#> [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 0.7497770 -0.648910 -0.2052863 -0.2030576 -2.356763 -1.0618128 -1.362324
#> [2,] -1.3994086 -1.183026 2.4076557 -0.8615339 -1.803795 -0.7593785 1.287846
#> [3,] -0.2946258 -1.270602 2.2201156 -3.5413501 4.703238 -4.1788529 4.915722
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33]
#> [1,] 0.7792456 -2.495945 -1.0127098 -0.8483726 -0.4916358 1.0056180 -1.497313
#> [2,] -1.0853683 1.186833 0.3238001 0.9489439 1.7116847 0.2315908 2.001217
#> [3,] -4.2667742 4.873072 -2.8465722 1.0593234 -1.6207867 2.0454599 -1.680249
#> [,34] [,35] [,36] [,37] [,38] [,39]
#> [1,] -0.9877858 -0.2812506 0.645915964 0.1096546 1.34637678 0.8386629
#> [2,] -0.6544549 0.5215849 1.902404326 0.5482943 -0.06325619 -0.4045536
#> [3,] 1.9200867 -2.0400186 0.002824264 -1.0078455 0.52583607 -1.3412304
#> [,40] [,41] [,42] [,43] [,44] [,45]
#> [1,] -1.1943968 0.15084012 1.1353667 2.0837873 -0.005166041 -1.1925746
#> [2,] 0.3208937 -0.24768130 0.2837828 -0.8943167 0.522808498 -0.3218777
#> [3,] 0.6243443 -0.07304928 0.3137162 -0.6034816 2.123524031 -0.7062324
#> [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] -0.7094402 -2.0475078 2.1186631 -1.2567961 -0.8911215 -0.4163132
#> [2,] -0.6231868 0.7913327 1.4771384 0.1538228 0.9583758 -0.4709344
#> [3,] -0.7585358 1.5387404 -0.5240752 1.0971311 0.4846400 0.3777614
#> [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] 0.1832149 -0.5389205 -0.5448063 0.12376675 0.8377116 -0.0271496
#> [2,] -0.6130789 0.2432909 -0.5139333 0.02826247 0.4677915 -2.1809407
#> [3,] -0.1618329 0.1569872 -0.6821708 -0.73201425 0.7949367 -0.9323655
#> [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] -0.2619454 1.079496 -0.1247996 0.7642407 -0.7546835 0.5716882
#> [2,] -1.0589453 -1.252037 -1.2963872 0.1806506 0.7977429 0.6448154
#> [3,] 0.5223956 -1.364505 2.1048018 -2.9737738 3.6809127 -3.3127643
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.49582091 1.559202 -0.1691978 0.9955577 1.531556 1.200436 2.2214646
#> [2,] -0.07086081 -1.016042 1.0004927 -1.0985493 -2.110324 0.432209 -0.3968746
#> [3,] 3.08110078 -3.093314 2.1638026 -0.4853498 0.172444 1.260775 -1.8194458
#> [,71] [,72] [,73] [,74] [,75] [,76]
#> [1,] -0.08425698 0.3618438 -0.2724162 -0.00742628 0.05249743 0.7561882
#> [2,] 0.56594022 0.9427201 -1.2444227 -1.39011423 0.33725906 1.4723530
#> [3,] 1.78815637 -1.8978032 2.9854019 -1.62914055 1.11572362 -0.6293032
#> [,77] [,78] [,79] [,80] [,81] [,82]
#> [1,] -0.3978761 -0.9065178 -1.0189035 -0.6903222 0.1022774 -1.182971
#> [2,] -0.3904545 -0.6393611 -1.8634269 1.3170761 -0.4683071 -1.150060
#> [3,] -1.9907771 0.4416115 0.7065819 -1.3507729 1.6281487 -2.877036
#> [,83] [,84] [,85] [,86] [,87] [,88]
#> [1,] -1.1624267 1.0761935 -0.08476762 0.1643592 0.5737749 0.2756969
#> [2,] 0.7915896 -0.2274703 -1.69861852 -0.4697834 0.3256018 0.7792000
#> [3,] 1.5299797 -1.2202083 1.80977280 -3.3525333 3.1550645 -2.0019695
#> [,89] [,90] [,91] [,92] [,93] [,94]
#> [1,] -1.3893553 -0.8887927 -1.3151553 -0.6729134 0.5735515 -0.795346030
#> [2,] 0.8329168 -0.2774965 0.3497006 -0.2301209 -1.0961352 -0.003534516
#> [3,] 1.5838374 -2.3737304 1.2046720 -0.5524771 0.6614790 0.422171989
#> [,95] [,96] [,97] [,98] [,99] [,100]
#> [1,] 1.9582999 0.007242286 -0.1002589 -0.03688591 -0.5017803 -2.410434
#> [2,] 1.1059529 -0.613665982 -1.6012440 0.48758810 -0.8549616 1.518966
#> [3,] -0.7091305 -0.725547749 -0.8997686 2.50017094 -2.0328915 1.100973
#> [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] 1.5515055 0.23112528 -0.5585873 0.3581505 -0.75747491 0.09114538
#> [2,] 0.9134959 0.06105213 0.2513591 1.5321962 0.02627063 -1.30420385
#> [3,] -0.9798261 1.80483265 -1.0788838 1.3551538 -0.37718017 0.78500427
#> [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] -0.1225461 -0.6804895 -0.01876185 1.0631533 -1.7167025 -0.2658104
#> [2,] -1.4304611 1.5697924 -0.02462249 0.8585113 1.2977081 0.4005875
#> [3,] -2.3815994 1.2634042 -0.04780085 0.3510255 -0.9497437 2.1315068
#> [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 0.04859336 -0.8437986 1.262796 -0.1662104 0.4435057 1.4756823
#> [2,] -1.06453788 -0.2999728 -0.205180 -0.1430885 0.2086297 -0.1532560
#> [3,] -2.17278229 2.6237620 -3.401169 2.3747373 -0.9291302 0.6850826
#> [,119] [,120] [,121] [,122] [,123] [,124]
#> [1,] -1.2154079 -0.1204340 -1.3398467 -0.936650930 1.5294463 0.2205097
#> [2,] 0.5090153 0.5359565 0.3125385 -0.002952782 1.1439030 0.4235751
#> [3,] -1.2756127 1.7935653 -1.4602871 -0.231489451 0.2426641 -0.4467491
#> [,125] [,126] [,127] [,128] [,129] [,130]
#> [1,] -1.5988667 0.6374355 0.2999866 -0.2324482 -1.8225847 0.05680993
#> [2,] 2.0154445 -0.6917988 0.2569112 -0.8951758 -0.8387361 0.88860940
#> [3,] -0.6402853 0.7851032 0.4518053 -1.1608610 2.0961137 -1.90339181
#> [,131] [,132] [,133] [,134] [,135] [,136]
#> [1,] -0.2294342 -0.2642368 1.2709632 0.7066237 0.1643054 2.3875054
#> [2,] 0.9784414 -1.1567642 0.3270674 0.4102422 2.0379866 -0.1407933
#> [3,] 2.0970509 -0.1740969 1.0644612 -0.2657292 -0.7472471 0.7677442
#> [,137] [,138] [,139] [,140] [,141] [,142]
#> [1,] 1.2269320 0.5487138 -1.08983690 0.3198521 0.4012564 0.9994835
#> [2,] 0.9909790 -0.8899847 -0.78654049 -0.5755332 -0.6604558 -0.1935965
#> [3,] -0.2379432 0.7275544 0.05672126 1.0704742 -1.3737043 1.8140713
#> [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 0.04315908 2.7125604 1.3528050 -0.09178761 0.8104881 1.257883
#> [2,] 1.21658646 -1.6013180 -1.1917805 0.37303461 0.8972484 1.770378
#> [3,] -1.11970404 0.5427127 -0.7885896 -0.23016873 -1.3778541 1.820914
#> [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] -0.04334192 -0.7640034 -0.5579949 1.11138964 0.6792309 -1.0928401
#> [2,] -0.51178927 -0.7597752 0.9727388 0.06907123 -1.2441874 0.3389407
#> [3,] -1.59367762 1.7368547 -2.6630518 2.85046143 -2.8189847 2.0563456
#> [,155] [,156] [,157] [,158] [,159] [,160]
#> [1,] 0.6937957 -1.3640790 -0.2235138 0.8684145 0.9015015 -0.54283110
#> [2,] 0.2868215 -0.2759841 -0.3372820 1.9913088 -0.9970085 0.06623081
#> [3,] -1.7819826 3.2457687 -1.2798422 0.4789509 -1.7896813 0.99814459
#> [,161] [,162] [,163] [,164] [,165] [,166]
#> [1,] -0.19577731 0.7893498 0.6172526 0.06474559 -0.005623875 0.8691776
#> [2,] 0.04557975 0.1508437 0.8178292 1.16801358 -0.852022453 -0.5164498
#> [3,] -0.70010805 -0.3190332 -0.1512087 -0.73747337 -1.096665259 0.1894693
#> [,167] [,168] [,169] [,170] [,171] [,172]
#> [1,] 0.54537616 -0.3374608 0.4384154 -0.5035447 -0.3434186 0.92634166
#> [2,] -0.01134038 1.9553853 -0.7896468 0.9461278 -0.1959082 0.03940255
#> [3,] 1.54887260 -1.7059263 1.7837489 -2.2319083 1.9290988 -0.58303438
#> [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 0.5903303 -0.5529364 -1.06143142 0.4035774 1.873484 -0.2345242
#> [2,] 0.1139461 -0.3365241 -0.05280003 0.4705696 -1.856537 2.9201254
#> [3,] -0.1231743 0.8429254 1.35595118 0.3506228 -1.219175 0.7555659
#> [,179] [,180] [,181] [,182] [,183] [,184]
#> [1,] 0.8606532 1.5348323 0.2928588 -0.7178939 0.2183266 0.04761600
#> [2,] 1.5412601 0.6421906 -0.4467240 0.4012124 1.9773004 -1.84637987
#> [3,] -1.9780120 1.1311626 -1.4890001 1.6965729 -0.9265716 -0.01920521
#> [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 0.02980023 0.3171434 -0.4211326 1.269593 0.6565817 0.2359263
#> [2,] -1.12181757 -1.0824501 -1.4498470 0.751990 -0.9187168 -1.3325641
#> [3,] 0.33713704 0.2633037 -0.6258731 0.319837 0.4856998 -0.9165087
#> [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] -2.09802382 -0.2966886 0.1425648 0.3282509 -0.7927548 -1.1143157
#> [2,] 0.09081039 -1.2204861 0.2365228 -1.2895833 1.9644061 -0.7871835
#> [3,] 0.08729145 -0.1947603 0.7633753 -0.5661494 0.7051222 -0.8179125
#> [,197] [,198] [,199] [,200] [,201] [,202]
#> [1,] -0.8736871 0.2897218 1.2100134 -0.2242477 -0.5109851 0.03648699
#> [2,] -1.3989263 -1.3198290 0.1568205 -0.5529528 1.2681329 0.33334079
#> [3,] 0.8449618 0.2908594 0.2255901 -1.5038567 1.9719848 -3.16064806
#> [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] -0.3374901 -0.9039801 -0.07378112 -0.4990634 -0.01301085 -0.1628835
#> [2,] -0.1218658 0.3827213 0.09439689 0.4639267 0.41321688 -0.5576526
#> [3,] 1.6250333 -2.9435303 1.19208938 -0.5079754 0.04362003 -0.1165432
#> [,209] [,210] [,211] [,212] [,213] [,214]
#> [1,] 0.1738033 1.79116002 0.84288498 -0.2356737 -0.5393533 1.0785575
#> [2,] -0.7987180 -0.08376561 0.15529466 -0.7523865 -0.4454867 -0.8858531
#> [3,] 0.8636384 0.20945153 0.04424745 -2.3148696 0.7636614 -0.7662267
#> [,215] [,216] [,217] [,218] [,219] [,220]
#> [1,] 0.5013338 0.8514070 0.08787171 0.01057331 -0.1967268 1.7349237
#> [2,] -1.1536653 0.3837625 1.61167263 -0.50359192 1.4861074 0.2237173
#> [3,] -0.5254234 -0.8813976 1.93804818 -1.70885123 1.0416971 -0.6000013
#> [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] 1.073418322 0.09052813 -0.2241655 -0.1435073 1.4625345 -0.007144639
#> [2,] -0.533539277 1.21912814 1.3959495 0.2136593 -0.3964206 0.606412190
#> [3,] 0.007326553 0.06369926 0.4919346 -0.8301268 0.1555734 -0.710702541
#> [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 0.07499491 1.599523 -0.33439184 -0.39400406 2.153775 0.4238019
#> [2,] 0.53165013 1.121174 0.15391266 0.05289528 1.818482 -0.3574843
#> [3,] 0.36609279 -1.355314 0.03876543 1.08363646 -1.533999 3.1622288
#> [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.1958881 0.19547126 0.7197321 1.6843400 -0.3531412 -0.4669668
#> [2,] 0.5130107 -0.03630225 1.1412013 -0.8195025 -0.1913016 -0.7303858
#> [3,] -3.5603597 3.45382800 -3.1162879 1.6102456 -1.9107118 3.0979287
#> [,239] [,240] [,241] [,242] [,243] [,244]
#> [1,] 0.9267994 0.2594371 1.0196811 0.10358803 0.3580287 0.5733839
#> [2,] -0.4924483 0.3995656 -1.0328842 0.03061541 0.5069422 1.0781732
#> [3,] -3.1288602 1.0224883 0.1666988 -1.66762087 2.2064026 -2.2166089
#> [,245] [,246] [,247] [,248] [,249] [,250]
#> [1,] -0.5771942 -1.2972040 -1.470533 -1.0876150 -0.8444005 0.5823980
#> [2,] -0.1007116 0.3526184 -1.361139 -0.3780661 0.4717827 -0.5898477
#> [3,] 2.4985443 -1.6845311 1.249816 -0.9272133 -0.2703768 1.1551350
#> [,251] [,252] [,253] [,254] [,255] [,256] [,257]
#> [1,] -0.2626519 1.2071290 1.2808627 -0.5567370 1.372414 -0.6906106 -0.5694322
#> [2,] -0.5258658 -0.7185696 0.4681663 0.4286773 -1.753065 0.4232231 -1.8931739
#> [3,] -0.3360241 0.3305110 0.6030870 0.7160908 0.421204 1.7873835 -2.8637707
#> [,258] [,259] [,260] [,261] [,262] [,263]
#> [1,] -0.3572122 0.1000315 -0.00331343 -0.009342341 0.2841507 -1.128166
#> [2,] -1.1665976 0.1225336 -0.39363264 -0.148328565 0.8940331 1.383233
#> [3,] 3.5933978 -2.3313123 2.38449256 -4.514574402 3.9411350 -2.892965
#> [,264] [,265] [,266] [,267] [,268] [,269]
#> [1,] 2.609461 1.26886268 0.2011631 0.3068170 1.4880824 0.9524581
#> [2,] -0.561938 0.62138591 -0.2442654 0.6071428 1.1246996 -0.1305716
#> [3,] 2.199851 0.07374587 0.3235663 -1.1069019 -0.4919671 0.5384386
#> [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] -0.95714965 0.4655534 0.6599433 0.7554185 -0.63734535 -1.4276771
#> [2,] 0.06546627 -0.5666449 -1.3565154 1.1731764 -0.46396230 1.7521210
#> [3,] -2.62093939 3.4942410 -1.5148353 1.6221612 -0.02725278 0.3502737
#> [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] -0.1632092 -0.32896497 -0.2994728 1.3247863 -0.4861159 -0.6971675
#> [2,] -0.1609840 1.65757261 -0.1946812 -0.3937083 0.1294938 -0.5175012
#> [3,] 0.5521928 0.07605395 -0.4000675 0.3159468 1.2998013 -0.1194012
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 0.5038838 2.4078421 0.8930358 0.5512068 -0.4556145 0.2648860 -0.5986379
#> [2,] 0.1745000 -1.3879730 1.1804300 -0.6351466 0.2773722 -0.3650211 -0.4847034
#> [3,] 0.2429864 -0.2583932 0.7281229 -0.7421251 0.3489145 0.5296349 1.0535457
#> [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] -1.5783883 -0.91108313 -0.984435 2.062095 0.3776911 -0.02383991
#> [2,] 1.0474013 -0.02770735 1.428861 1.374894 -0.1661007 1.00872210
#> [3,] 0.5430101 -1.74051526 2.383286 -2.610163 0.4486082 -1.81211275
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] -2.3791060 0.3953639 1.1858719 -2.7250242 -0.5002447 0.3164759 -2.2773575
#> [2,] 1.0043773 0.1463145 -0.6713520 0.7693870 1.2244055 0.4857352 -0.8460279
#> [3,] 0.7158257 0.2765265 -0.5801372 0.8372348 -1.0445183 2.9983457 -1.9637486
#> [,302] [,303] [,304] [,305]
#> [1,] -1.193074 -0.1438654 0.7142794 0.3351366
#> [2,] -2.233712 -1.0981626 1.5228576 -0.2288189
#> [3,] 1.572868 -1.5544640 2.2557166 -0.8217180
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 0.1646931 -1.2737671 0.5269067 -0.1140579 0.05645786 0.7620426
#> [2,] 0.4371149 -0.7887649 0.4439975 0.6053263 1.38816479 -0.1984660
#> [3,] -0.8393683 1.1115519 -1.7040027 1.9485644 -2.02992469 1.4720340
#> [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] -0.5382181 1.2164397 -0.9207934 -0.7928538 -1.061905 0.8068472 0.2240583
#> [2,] -0.5668669 -0.3219906 -1.5924016 0.7149164 -1.637193 -0.1629445 1.1648493
#> [3,] -1.4904154 1.7814988 0.4739492 -1.9692165 2.031322 -0.7069298 1.3068105
#> [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] -1.0539944 0.1854109 0.3026438 0.4242962 0.3419939 -0.01456291
#> [2,] 1.0604254 0.4257071 0.7920308 -0.0982997 -0.8272137 0.25257141
#> [3,] -0.9189903 1.2344938 -0.4496207 1.8476576 -0.9713814 1.08287763
#> [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] 0.2106633 1.6939609 -0.7097799 -1.888335 0.1232244 1.1012447
#> [2,] -0.4320362 -0.5760196 -2.2119817 -2.168227 -1.1824557 -0.2157168
#> [3,] -2.5527147 0.7796076 -1.6840527 2.178664 -2.0537503 0.3514309
#> [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 1.48361046 1.8898818 0.5252224 0.9495485 0.9530017 1.4639669
#> [2,] -0.16612917 -2.0365258 -2.1459063 -0.2884131 0.7273337 0.7390901
#> [3,] -0.05636738 -0.4279001 -1.0145833 1.3456405 -2.8763678 2.0062898
#> [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] -1.66349844 0.04942445 1.2784318 -0.08280591 0.931188440 1.6495334
#> [2,] 0.50796105 -0.40189251 0.6932213 1.52907365 0.549758337 1.2939140
#> [3,] -0.09474013 1.10923513 1.5385965 -0.45601145 -0.006815822 0.8108137
#> [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 1.0306716 -0.2744651 1.6165978 -0.3206135 -0.07872666 -1.1754283
#> [2,] 0.7010096 0.6533803 0.5272593 -0.2956958 -0.12008504 0.7125235
#> [3,] 0.8958488 -1.7718153 1.7624573 -0.9315580 1.75773876 -0.5469505
#> [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] -1.5223257 -1.88914901 0.6489609 -0.5580833 -0.5184335 0.31385043
#> [2,] 2.5721017 -1.49813429 1.2807179 -1.0045686 2.2889275 -0.06585631
#> [3,] 0.3777935 -0.07534914 1.2397488 -1.1467468 1.5535202 -1.95067422
#> [,50] [,51] [,52] [,53] [,54] [,55]
#> [1,] 1.2436956626 -1.286186 -0.76182905 0.3705563 -0.3907296 0.4043343
#> [2,] -0.0006146332 -1.121833 0.65301983 0.2926481 1.4826955 0.6650595
#> [3,] -0.0274695196 1.008508 -0.08444025 0.5079924 -1.7515156 1.0033513
#> [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 0.5929663 -0.256865 -1.7168531 1.198616 -0.2391194 -0.1910145 0.2793993
#> [2,] 1.3910338 -1.440346 0.1226544 -1.230588 -0.7098307 -1.7996271 -0.5467074
#> [3,] -2.4468515 1.418992 -2.5306489 1.062416 0.5899306 -1.9427717 0.5175210
#> [,63] [,64] [,65] [,66] [,67] [,68]
#> [1,] 1.2685051 0.25871414 0.1141023 0.8163656 -0.4701611 -0.2589731
#> [2,] 0.5695865 0.06949963 -0.2033268 0.1292695 1.8149282 -1.0538368
#> [3,] -0.8045549 1.07453884 -0.8889100 1.0038502 0.2020585 -1.0946008
#> [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] -0.2927415 -0.1625914 0.2567161 0.34597235 0.2588149 -0.3805608
#> [2,] 0.4172362 0.2772803 0.1917373 -0.41633404 -1.4168858 -0.1412998
#> [3,] 0.7031353 -0.5803334 0.8357698 -0.02326919 -0.1193172 -1.4511207
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81]
#> [1,] -1.589098 -1.082729 -0.1278421 -0.2842863 -0.2246368 -1.1187212 -0.6384258
#> [2,] 1.007152 0.556359 0.5823150 0.6491705 -1.7818102 0.7288045 -1.0098170
#> [3,] 2.323713 -3.799798 1.3827856 -1.8318527 3.2729473 -4.1315563 2.3307981
#> [,82] [,83] [,84] [,85] [,86] [,87]
#> [1,] -0.9386014 0.29973580 0.5181471 0.8137153 -0.2727063 1.0470654
#> [2,] -1.9436418 -0.01179794 0.1331050 0.3426446 -0.1831861 0.4668686
#> [3,] -1.5777103 1.28353948 -0.7948052 1.0560064 -0.4206777 1.1069548
#> [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] 0.9577644 -0.5195205 0.5562001 2.7612609 -0.2053884 -0.8625979
#> [2,] -0.8068345 1.2137284 0.3289514 0.3856597 -0.5291480 0.2988522
#> [3,] -1.0372112 1.2403021 -0.4871508 -0.1306780 1.0519000 1.0673586
#> [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] -0.74440706 1.2006830 0.12923230 -0.42480633 0.5919115 -0.5486155
#> [2,] 0.08625234 0.3158538 0.08251892 0.09469576 1.2748194 -0.3628232
#> [3,] 0.21316621 0.1892394 0.33603383 0.72264096 -1.7564988 2.0612196
#> [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] -0.5666683 -0.4662147 1.031748 0.4617951 -1.1013784 -0.3829190
#> [2,] 1.8473999 2.2214431 1.442472 -0.6694265 1.5482024 0.6729069
#> [3,] -1.1297604 0.5375259 -1.299586 1.4120821 -0.4348493 1.3412887
#> [,106] [,107] [,108] [,109] [,110] [,111]
#> [1,] -0.07934862 -0.2135720 -0.6675295 0.8704558 -0.9674835 0.1990815
#> [2,] -1.35727766 -0.6949478 0.1109114 0.5605161 1.2715137 0.7624615
#> [3,] -1.22938397 0.8466485 -1.0024752 -0.5012798 -0.9717197 0.7093087
#> [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] 0.4750508 -0.9225127 0.02176159 1.1146330 -0.1980694 0.3407502
#> [2,] 0.5934705 -0.7344777 -0.27262668 -0.9766208 -0.7544921 1.6359236
#> [3,] -0.1837406 0.2204247 -2.15061056 2.9043227 -1.9554556 2.0496036
#> [,118] [,119] [,120] [,121] [,122] [,123]
#> [1,] 0.4392682 0.149524 -0.06947421 -1.2657509 0.6386702 -0.3794466
#> [2,] -0.6426556 1.481397 -0.07741155 0.9666227 -0.0231147 0.6187331
#> [3,] -2.6957939 2.220882 -1.06921228 -0.7009001 2.6047200 -1.3142495
#> [,124] [,125] [,126] [,127] [,128] [,129]
#> [1,] -0.4319572 0.4563527 -0.6874068 -0.005698948 0.6002485 0.1784064
#> [2,] 0.5191490 -0.8679639 -0.3263579 0.218682602 -0.2874448 -0.5781811
#> [3,] 1.3478044 -1.6313602 2.3348014 -3.218959594 1.9271186 -2.2343829
#> [,130] [,131] [,132] [,133] [,134] [,135]
#> [1,] -1.6986718 -1.0947848 0.5328455 0.3833520 -0.02326908 -0.65108744
#> [2,] 0.3116465 -0.5407453 -0.5391998 3.0761501 0.57805964 0.09362404
#> [3,] 1.7297784 -2.5379957 1.6411546 0.2326958 0.23429699 0.05828151
#> [,136] [,137] [,138] [,139] [,140] [,141] [,142]
#> [1,] -1.251268 -1.587985 -0.8686080 1.1983512 0.48282712 0.2917192 -0.1025240
#> [2,] -1.551202 1.177014 0.5196078 0.6609955 -0.97418682 0.1409689 -0.8074822
#> [3,] -1.067541 2.212189 -2.4637372 0.5331725 -0.01228652 0.6646606 -1.0620369
#> [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] -0.9665438 -0.67670521 -1.7215723 -0.9118896 0.3356045 -0.06033606
#> [2,] 1.0364903 0.09684626 -1.8070127 0.5183428 0.4728450 1.06215115
#> [3,] 1.0688494 -0.40656813 -0.5464367 0.6797643 0.4451729 -1.05259559
#> [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.2073007 -0.1050465 1.3621344 -0.7107107 -0.4580899 -0.3224339
#> [2,] -0.4974853 -0.4751490 0.4116704 -0.1540595 -1.1146496 -1.3885569
#> [3,] 1.0972331 0.5052504 -2.3395494 1.5932864 -0.1624679 -0.3300640
#> [,155] [,156] [,157] [,158] [,159] [,160]
#> [1,] 1.1264700 -0.4607714 0.13773946 1.2405742 0.1618745 0.1151994
#> [2,] 0.3809554 -0.2932439 1.44941438 0.4619441 -1.1350424 -2.6490982
#> [3,] -0.8281919 0.4099033 -0.07725095 0.2030749 -0.2789122 0.1209687
#> [,161] [,162] [,163] [,164] [,165] [,166]
#> [1,] -1.6235305 0.6748301 0.1602413 -1.5724698 -0.2742577 1.1980227
#> [2,] -1.9119475 0.5410753 -0.7793608 0.6184221 -1.1998104 -0.2944439
#> [3,] 0.4200328 -2.1748076 2.5933243 -2.6303743 1.4600080 -1.8881754
#> [,167] [,168] [,169] [,170] [,171] [,172]
#> [1,] -1.4570166 0.3571451 -0.3286673 1.585293 -0.61479021 0.7338945
#> [2,] 0.8884629 0.6449519 -0.7992166 -1.178309 -0.08942947 -1.0648701
#> [3,] 1.9833415 -2.8131605 2.9328691 -2.195845 1.12392284 -1.0066245
#> [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 0.7539166 0.2078378 0.1207372 -0.8324244 1.4186146 -1.2581350
#> [2,] -0.5487938 -0.7830669 -0.5941401 -2.4199281 -0.9087535 0.5523687
#> [3,] 0.1007455 -1.8754112 1.8114769 -1.6465591 -0.1760783 0.2396157
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185]
#> [1,] -1.8573724 -1.1300070 0.02172814 -0.4644734 -0.9355740 2.040751 0.440938
#> [2,] -1.0116961 0.3667588 1.13177934 -0.1341239 -0.3159793 -1.365627 -1.109062
#> [3,] -0.1561549 0.7161561 0.13919492 0.6656012 1.2226316 -2.719771 2.075304
#> [,186] [,187] [,188] [,189] [,190] [,191]
#> [1,] -1.9513381 -0.4131208 -0.4509836 0.2970495 0.7369440 2.128833
#> [2,] -1.0843281 -1.3203775 1.4483247 -2.3044529 -0.5778871 2.040394
#> [3,] -0.9518045 0.5534332 0.4949778 -0.6195540 0.6478788 -1.255749
#> [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 0.1176731 0.3297065 -0.5930492 0.5665431 0.1169428 -0.6186625
#> [2,] -0.1153429 -0.8887112 0.3445085 1.8473770 -1.3100339 -2.2980212
#> [3,] 1.0393826 -0.1699452 1.2434523 -1.5805658 1.5387267 -3.1609869
#> [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] -0.2403253 -0.50532355 0.2794702 -0.4282613 -0.2823403 0.3765983
#> [2,] -0.9492991 -0.09304975 -0.3421548 0.5138338 0.4232465 -0.1282527
#> [3,] 2.3644924 -2.87774397 4.0073479 -4.1756565 4.3042110 -1.4795551
#> [,204] [,205] [,206] [,207] [,208] [,209]
#> [1,] 0.25850567 0.6720740 -0.3432397 0.1531108 0.1972408 -0.7222346
#> [2,] 0.04009991 -0.6890833 0.7901688 0.2682705 -0.3219497 0.4669319
#> [3,] 0.48294211 -0.1259193 -0.2530978 0.8169540 -0.5581053 -0.8657276
#> [,210] [,211] [,212] [,213] [,214] [,215]
#> [1,] 0.1682734 -0.3648307 -0.4179690 0.8937777 -2.3186951 0.9736919
#> [2,] -0.9144213 1.1938834 1.3367350 0.1076817 -1.4321871 -0.1873014
#> [3,] 0.2936504 -0.6789437 0.5586805 -0.5853065 0.8362781 -2.1939385
#> [,216] [,217] [,218] [,219] [,220] [,221]
#> [1,] -1.2647307 -0.09515508 0.2698374 -1.37340700 -0.5621203 0.5392117
#> [2,] 0.8377812 -0.99497792 0.3072299 -0.20157718 0.1061691 -0.4638031
#> [3,] 1.7032963 -1.86575638 0.4673709 -0.07947839 -0.9985048 -0.2210620
#> [,222] [,223] [,224] [,225] [,226] [,227]
#> [1,] -1.6996565 0.4594877 -0.5098767 0.3003990 0.3685143 1.1789295
#> [2,] 0.2112644 -0.1906876 0.6126931 -0.7524536 1.5742427 -0.2120143
#> [3,] -1.6939875 2.8690493 -1.7171597 1.5301883 -2.0944070 2.9644196
#> [,228] [,229] [,230] [,231] [,232] [,233]
#> [1,] -0.6028181 -0.5814379 -0.9826100 2.2439997 -0.9180936 1.7401781
#> [2,] 1.9200142 -1.6517605 -0.8551518 -0.9173602 0.2639002 -0.9621481
#> [3,] -2.4445474 2.6256938 -2.5160034 1.4460202 -1.2158264 0.5251751
#> [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] -0.8445754 -0.739986 -1.5361269 -0.04186361 1.4819262 0.1946617
#> [2,] 0.9378708 0.179036 -0.4303646 -0.52764279 0.2396649 1.3129450
#> [3,] -0.3415124 1.666255 -2.2489167 2.10254476 -1.2792094 1.7534463
#> [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] -0.9198973 -2.5126497 0.3640490 -0.9217669 -0.7124679 0.4433864
#> [2,] 0.1369846 0.3340909 0.6524353 0.2790153 2.8099334 0.2544701
#> [3,] -2.5027677 1.3221496 -3.9684955 3.7995694 -2.1999876 3.0326357
#> [,246] [,247] [,248] [,249] [,250] [,251]
#> [1,] 0.6516743 1.2241197 -0.3944077 0.27756895 -0.2373439 0.0124259
#> [2,] 2.2798758 -0.3854908 1.4772168 0.01615483 -0.8203585 0.6001575
#> [3,] -2.1265597 1.5322980 -2.0222939 0.58857415 -0.1040708 0.4660103
#> [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] -0.2289314 -0.6000242 0.795164 -0.9683762 -0.6951268 0.7000108 1.080822
#> [2,] -1.6594869 -0.8724131 1.013460 -0.6589268 -1.0415761 -0.3697652 -1.001553
#> [3,] 0.2323878 1.3480437 -2.173708 1.5659315 -2.0467289 0.7130546 -1.239028
#> [,259] [,260] [,261] [,262] [,263] [,264]
#> [1,] 0.6485848 1.6412272 -0.43990019 -1.3475395 0.49724609 -0.6703375
#> [2,] -1.0808542 -0.3089988 0.04788854 1.2415599 0.15709976 -0.3333205
#> [3,] 0.5953872 -0.7462730 -0.08424666 -0.3112592 0.07833933 -0.6647505
#> [,265] [,266] [,267] [,268] [,269] [,270]
#> [1,] -0.61439578 0.02615195 0.4040917 -0.1130756 -1.2309996 0.4757418
#> [2,] -0.05362133 0.29726699 0.7032893 -0.8813839 -0.5845973 -1.0110764
#> [3,] 0.81379726 -1.51123020 -1.5206716 1.4026093 -1.2235057 0.9455793
#> [,271] [,272] [,273] [,274] [,275] [,276]
#> [1,] -0.26096555 1.1046086 0.41556503 0.1850458 2.93616963 1.3295851
#> [2,] -0.09664237 2.3217525 -0.04257406 -1.2647357 0.04296825 -0.5048222
#> [3,] -2.15019204 0.8302101 -0.35988494 0.3684439 -1.16000397 1.9471876
#> [,277] [,278] [,279] [,280] [,281] [,282]
#> [1,] -1.7140570 0.1966399 -1.1007704 -0.3553528 -0.2808377 -0.3698836
#> [2,] -0.3852405 -0.9806640 0.8208721 -0.8708398 -0.7493288 -1.2225481
#> [3,] -2.8979929 2.1310722 -1.2494914 2.0862448 -2.5742062 -1.3231512
#> [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] -2.94439129 0.7386292 0.5561003 0.4271505 -0.7946154 -0.2972657
#> [2,] -0.07214189 1.2925453 0.6723455 3.0758787 0.8511261 0.9007603
#> [3,] 0.27746502 -0.2169712 -1.0310042 0.1190259 -0.1193467 0.5046840
#> [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] -1.4500212 1.1062691 -0.08141962 -0.09682640 1.992614 0.43764998
#> [2,] 1.1783740 0.6065416 -2.04941347 -0.28674644 1.152526 0.77926684
#> [3,] -0.7784715 0.2795963 -0.99087822 0.01812571 -1.179389 -0.09313995
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.8816057 -0.8622707 0.9771696 1.8301575 0.5283343 -0.7628024 1.701104
#> [2,] 1.1595403 0.6206135 0.0566652 0.2940827 1.5832895 -0.3296714 -1.147977
#> [3,] 0.3978016 -1.0959232 0.3806052 -0.5657116 0.9681420 -0.8118415 1.245164
#> [,302] [,303] [,304] [,305]
#> [1,] -0.008948115 1.360167 1.659077 0.5063716
#> [2,] 0.320759582 -1.411278 -1.074121 -0.1004735
#> [3,] -0.964461175 2.462713 -2.846043 2.2568587
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -0.01056795 0.3359564 0.6034354 -0.76747792 1.0521771 -0.8926127
#> [2,] -0.84404135 -0.3670146 -0.3506311 0.08673185 -0.7286479 1.5891889
#> [3,] 1.52237498 -0.5624767 -0.5099304 1.04006401 -2.3543584 3.2114060
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0.2236722 0.5605956 -0.2517564 -0.9259014 0.3156364 -1.8032353
#> [2,] 0.8427338 0.5293232 0.5315303 -0.1352268 1.5319736 -0.9970792
#> [3,] -1.6112377 1.5347824 -1.9398998 2.3070768 -2.6856982 3.4112792
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] 1.4746093 0.7300976 -0.6967556 0.3259697 0.9591942 0.8108068
#> [2,] -0.5718097 -0.8319895 -2.1335814 -1.9607143 0.2358503 -0.7084064
#> [3,] -3.3031153 2.4164262 -2.2507558 1.8225327 -1.3161683 1.3270089
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] 0.72820441 -1.0290274 -1.0122422 -1.042518 0.02579524 -0.7113750
#> [2,] 0.08188241 -0.4244079 -0.8393199 -1.880090 0.31669929 -0.9952498
#> [3,] -0.01167370 0.3765332 0.7550693 0.109413 -1.12863451 0.5428266
#> [,25] [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 2.5301825 0.3008936 0.7472831 0.3485151 -1.5272775 -1.8866390 -1.7905038
#> [2,] 0.8275617 0.3605726 0.2465991 2.3660410 -0.8627240 -1.7124838 0.1963987
#> [3,] -1.8012191 2.3807901 -1.5089166 0.8552305 -0.6631977 -0.1547431 -0.7528228
#> [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 0.5921217 -0.0967236 0.4181160 2.0086278 -0.8501191 -0.7255391
#> [2,] 0.3428692 0.3075360 -0.5206201 -0.1936267 -0.1100358 -0.2966017
#> [3,] 1.3769971 -1.4934021 2.4545274 -3.5208027 2.4843164 0.5092104
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44]
#> [1,] 0.9317779 0.4997908 -0.1504986 1.2664784 -1.901952 1.168858 0.7785551
#> [2,] -0.1801717 1.2269455 -0.5144938 0.1477842 -1.650423 -2.213166 -0.9075468
#> [3,] 1.3228947 -0.8687700 2.8555747 -1.9148905 1.568875 -1.720235 1.4270923
#> [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] -0.4352317 0.86991265 -1.54176889 -0.5722823 -0.92785724 0.09462913
#> [2,] -0.6472457 0.06365449 -0.09840205 -1.6490576 -0.02676501 1.05588451
#> [3,] -1.3496604 2.11493205 -1.40878614 1.5900590 -0.39571550 -1.04035743
#> [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] -0.904344 0.8857781 -0.7140209 0.7279025 -0.2113419 -1.11441726
#> [2,] -1.102926 -0.4939560 0.3775549 -0.2962349 1.1652559 -2.01021255
#> [3,] -0.434693 -0.5836887 -0.1087233 -0.5475058 -0.1885116 0.07377906
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.05893316 1.360451 -0.8176142 2.2898876 0.5394212 -1.111993 -1.285583
#> [2,] 1.85212262 0.806274 -0.1313327 0.4481233 0.1494111 1.005650 1.419809
#> [3,] 0.38875466 -1.529386 2.0908696 -0.6350457 0.8793254 -1.547592 2.273650
#> [,64] [,65] [,66] [,67] [,68] [,69]
#> [1,] 0.5390337 -1.413485 -0.07377574 -1.775502 -0.85397772 0.4615528
#> [2,] 0.2912942 1.224584 1.64182425 1.100976 0.03937746 1.6056255
#> [3,] -2.7968957 2.330953 -0.68846914 0.615409 0.71182191 -2.0905547
#> [,70] [,71] [,72] [,73] [,74] [,75]
#> [1,] 0.7259496 -0.6492484 -0.7592576 0.8080481 1.859586 -0.27766992
#> [2,] -1.3713017 -0.2343281 -1.6880651 0.7171402 1.131835 -0.05607763
#> [3,] 0.8631132 0.6704182 -0.2137344 -0.1941020 1.289616 -1.03196823
#> [,76] [,77] [,78] [,79] [,80] [,81]
#> [1,] 0.08497436 -1.63489166 0.3042869 1.0225356 -1.8870451 -0.81660750
#> [2,] -1.38546504 0.03495433 -0.7084434 -0.1856327 -2.5680741 -0.09725108
#> [3,] -0.28186019 0.40803039 -0.3851078 -0.2349923 0.8257422 0.05040597
#> [,82] [,83] [,84] [,85] [,86] [,87]
#> [1,] 0.3436232 1.56586418 1.083846 -2.1318160 0.09553965 -1.2387867
#> [2,] 2.0557117 -0.08055452 0.508411 0.3932503 -0.51071151 0.8379552
#> [3,] -1.2549705 1.00383707 -1.333840 -0.6307375 1.26188400 -0.5126549
#> [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] -0.01749363 1.2278351 -1.5983666 -3.0218982 1.2423590 2.6533063
#> [2,] 0.85599767 -0.2178354 -0.6127214 -0.1705192 0.7557084 1.2651261
#> [3,] 0.15760038 1.3122609 -2.1599162 -0.4015617 0.4502004 0.8734794
#> [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] -1.0598344 -0.1464565 -0.7931449 0.74314295 0.7865811 0.2455412
#> [2,] -0.1988357 -0.4065833 0.2504620 -0.05777198 -0.4190986 -1.0443338
#> [3,] -2.5619613 3.4260249 -2.7583507 3.65003957 -1.1660122 1.9919457
#> [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] -0.9121009 -0.7521576 -1.252132 -0.6769396 0.12130681 -0.1645264
#> [2,] -0.6963351 -0.3704887 0.357215 0.3402255 -0.09299223 -2.4506480
#> [3,] -1.9921955 1.7775323 -2.356841 0.6145589 -1.50507703 2.0047482
#> [,106] [,107] [,108] [,109] [,110] [,111]
#> [1,] 0.3168138 0.3368826 -0.2672620 1.088653 0.07832034 0.06517697
#> [2,] -0.7047092 0.5483372 0.2833038 -1.279710 -0.57397283 -0.74689440
#> [3,] -2.0351392 3.3209004 -3.2716167 2.833845 -0.79639364 0.12493303
#> [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] -0.4868115 0.8391906 0.4305119 1.494738 0.02777084 0.06538599
#> [2,] -1.5884980 -0.5113679 -0.7756866 -1.398014 0.98376088 -1.60586179
#> [3,] 1.1168441 -3.2949657 3.8114205 -1.255775 0.95694521 -0.81115999
#> [,118] [,119] [,120] [,121] [,122] [,123]
#> [1,] -1.2715746 0.2304170 -0.05089027 0.09581682 -1.045472 1.5685058
#> [2,] -1.2735926 -2.6034123 0.26415627 1.57118562 1.371037 -0.3382899
#> [3,] 0.8372457 -0.6122132 0.62661410 -0.05538665 1.044700 -0.6441199
#> [,124] [,125] [,126] [,127] [,128] [,129]
#> [1,] 0.8554479 -0.6873460 -0.47992305 -0.5511474 0.8834991 0.8472752
#> [2,] 0.7955147 -1.8313605 -0.03905521 -0.6617627 0.6221791 0.4633523
#> [3,] 0.6855410 -0.5419264 0.18992669 -1.1746302 0.8319717 -0.9502556
#> [,130] [,131] [,132] [,133] [,134] [,135]
#> [1,] 0.5125899 0.8773335 -0.47350217 1.8418496 -1.0164823 1.040943
#> [2,] -1.1010763 -0.7298511 1.76865923 0.5222360 -1.4776571 -1.531963
#> [3,] 1.3513018 -1.1524279 -0.09955099 -0.3061561 -0.9760232 2.067236
#> [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] -1.3369928 1.2694923 -1.6072296 -1.7711001 -0.78034611 0.8630262
#> [2,] -0.1071205 -0.6284696 0.3323848 -0.6113564 0.05129715 0.2777226
#> [3,] -0.4007658 -0.2522617 -0.5057603 -0.8392534 0.07638288 -1.2806506
#> [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] -1.86077264 0.2897468 0.1990140 0.6080468 0.7099546 0.309002
#> [2,] -0.05895512 -0.4473585 -0.5124032 2.2864967 -1.1866372 -2.797246
#> [3,] 1.17241647 -0.1818717 -0.4923050 0.8920560 -0.3563505 1.315930
#> [,148] [,149] [,150] [,151] [,152] [,153]
#> [1,] -0.1634792 -0.2788152 0.88456732 -0.6517338 -0.5515616 1.46145395
#> [2,] -0.7017352 1.3841901 0.05379173 -1.5046360 -1.9697916 -0.05147027
#> [3,] -2.5054720 2.3094133 -1.10279763 1.1573869 -1.8518034 3.53701567
#> [,154] [,155] [,156] [,157] [,158] [,159]
#> [1,] -2.3341853 0.3735753 -0.08019054 0.7215548 -0.5277821 2.141749984
#> [2,] 0.7920247 -1.0222152 -1.23710411 -1.2641652 -0.5657665 -0.009874291
#> [3,] -2.9518033 3.3410523 -2.37538418 2.6029118 -1.3569195 1.625424012
#> [,160] [,161] [,162] [,163] [,164] [,165] [,166]
#> [1,] 0.01913392 -0.7623140 0.4582376 0.755739 0.9451311 0.503570 -1.306057
#> [2,] 3.87679578 0.2593664 -0.3482942 1.348400 -0.1462070 -1.255271 1.023028
#> [3,] -1.87646631 1.3453911 -1.5140695 1.739077 -1.6202810 1.576525 -1.277220
#> [,167] [,168] [,169] [,170] [,171] [,172]
#> [1,] 1.3773488 0.1758578 -0.380149472 -0.8633977 0.1732003 -0.33980843
#> [2,] 0.5884005 -0.5142345 -0.006916905 0.3879826 0.3641215 0.05120571
#> [3,] 0.2862273 -2.1646551 1.322540231 -0.2159581 1.2757832 -2.12248078
#> [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 0.6045763 -0.2151236 -1.0172025 -0.1917320 -0.79447389 -0.3114833
#> [2,] -2.2480770 0.8149514 0.7875267 0.5667511 -0.01561439 -2.1193136
#> [3,] 2.5302956 -3.0003019 3.4710393 -2.2178814 1.82872816 -0.1870998
#> [,179] [,180] [,181] [,182] [,183] [,184]
#> [1,] 1.69954871 0.3873388 1.496232 -0.2806034 0.01873696 -0.8090018
#> [2,] -0.85730074 -1.4738997 -2.242794 -2.4112757 -2.80005179 2.6581515
#> [3,] 0.07068815 1.3500561 -1.726853 1.4002005 -2.09139299 2.2933302
#> [,185] [,186] [,187] [,188] [,189] [,190] [,191]
#> [1,] -1.2032275 2.3257212 -2.113874 0.2144336 -0.1166316 2.4964510 -1.1981858
#> [2,] -0.5282135 0.2967172 1.753789 -1.0912180 1.0220439 -0.6666739 0.1603793
#> [3,] -2.3620682 1.5985503 -2.378026 1.1129649 -0.5390377 2.3019070 -1.4634119
#> [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] -0.3472326 -0.3279030 2.5081869 -1.1196324 -0.08456977 -0.1650589
#> [2,] -1.2374650 -0.4195237 -0.3202502 0.0169605 1.38283534 0.4206918
#> [3,] 1.1973108 -1.2148972 1.3242058 -2.4851328 2.16789675 -0.8891454
#> [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.029036 -0.3899292 -0.4990274 -0.3968727 0.3657307 0.06131655
#> [2,] -0.120944 -1.5208259 0.9205045 -0.5386178 0.3372190 0.00675194
#> [3,] 1.487982 -0.8879409 1.5140321 -2.4730020 1.7566609 -1.46873017
#> [,204] [,205] [,206] [,207] [,208] [,209]
#> [1,] 2.1372640 -1.368635 -0.153225 -0.42701576 0.4650529 -0.2018308
#> [2,] -0.6950851 -2.006563 1.209280 0.71119831 -1.3013501 2.2025605
#> [3,] 1.5749926 -2.661852 2.040503 -0.07680736 0.9486708 -0.8556284
#> [,210] [,211] [,212] [,213] [,214] [,215]
#> [1,] -0.7327575 1.0115017 -0.3909927 -1.7727875 0.8883897 -2.0315951
#> [2,] 1.5119818 1.2148094 -1.0958633 0.1510123 -1.1740679 -0.8792148
#> [3,] 0.3277408 0.3343422 0.3377341 0.5071653 2.2419923 -1.1593364
#> [,216] [,217] [,218] [,219] [,220] [,221]
#> [1,] -0.4234339 -1.6050827 0.1053109 -0.1343191 -0.3005611 1.6467131
#> [2,] -0.9384541 -0.5726604 0.2468937 0.6753513 -0.2061340 2.2516968
#> [3,] 1.2096234 -1.9317998 0.6109052 0.1441862 -0.5785360 0.8283714
#> [,222] [,223] [,224] [,225] [,226] [,227]
#> [1,] -0.07996311 0.005191231 -0.35754043 -0.4415286 1.9144188 -0.2120634
#> [2,] 0.66961840 -1.215922575 -0.02384136 -0.5606170 0.4763814 -1.4258436
#> [3,] -0.54773383 1.762242957 -1.45544090 1.8226051 -1.6963276 1.2266004
#> [,228] [,229] [,230] [,231] [,232] [,233]
#> [1,] -0.77381237 -1.372092 -0.3063006 -0.6601769 0.06660084 1.840593
#> [2,] -0.41008154 1.610614 1.1712187 1.1647891 0.64573362 -0.371492
#> [3,] -0.08436774 2.733486 -2.3849881 3.4457144 -3.06755278 1.355276
#> [,234] [,235] [,236] [,237] [,238] [,239] [,240]
#> [1,] 0.3003873 2.7300467 -1.427158 1.0619025 -0.1920799 1.2272842 0.1994563
#> [2,] 0.0686272 0.2660092 1.828136 -0.6875189 -1.2906857 -2.5295834 1.0897774
#> [3,] 0.1040811 -0.5717879 1.853858 -1.8798035 1.4754314 0.4990076 -0.0836137
#> [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 1.2155378 0.2789164 -0.4942434 1.4096012 0.4043073 -0.2930828
#> [2,] 0.2601463 0.6840989 0.2206819 -0.6125439 -0.1728317 -0.1310120
#> [3,] 1.5141222 -1.0309130 2.4798796 -0.9232876 1.0378655 0.5295024
#> [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.1020980 -0.8200856 -0.08477800 0.171303 -0.2491516 -0.5938281
#> [2,] 0.9101576 -0.5358868 -0.01666718 1.242116 0.7538869 -0.3083826
#> [3,] -0.9875968 1.5435015 -2.26289317 1.567458 0.2784445 0.5760558
#> [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] -0.1336726 -1.4435709 2.15417909 0.9120178 1.1729236 0.4068502
#> [2,] -0.4665012 -0.7268621 0.04330365 -1.2889081 -0.4567597 -0.1578120
#> [3,] 0.1106979 -1.7497547 0.77020835 -0.2875486 0.9975149 0.4471268
#> [,259] [,260] [,261] [,262] [,263] [,264]
#> [1,] -0.3917467 -0.728969275 -0.4778230 0.23173275 -0.3385066 -1.281913
#> [2,] 0.6653881 0.783700172 -1.1593421 0.41578475 -0.2883542 -0.387383
#> [3,] -0.4248217 -0.001006578 -0.3854837 0.00262928 1.2546017 -1.482120
#> [,265] [,266] [,267] [,268] [,269] [,270] [,271]
#> [1,] 0.6222407 1.326733 -0.6669628 1.4498116 0.4519195 0.6421877 0.1417732
#> [2,] 0.7416290 -2.105596 -2.0034262 -0.1179103 -0.9948910 -1.3054201 0.8955364
#> [3,] 0.6139318 -2.147613 2.3098323 -2.9643345 2.1329519 -1.5518991 -1.2788060
#> [,272] [,273] [,274] [,275] [,276] [,277]
#> [1,] -1.3576065 -1.9647919 0.44620060 -0.04798719 -0.73947430 0.8303857
#> [2,] 0.4551702 0.5736093 0.01932067 -1.19947572 1.83343950 0.2948784
#> [3,] 0.7252298 -0.7246085 -1.61873426 0.18939226 0.04585055 1.4074332
#> [,278] [,279] [,280] [,281] [,282] [,283]
#> [1,] 0.04301349 0.08736939 -0.4304573 0.8909988 -1.52062136 1.3363015
#> [2,] -0.62761467 -0.14387931 1.0717948 1.3011628 0.05289277 1.2364741
#> [3,] 0.02435626 -0.40736920 0.9551721 -1.0302167 0.61224656 0.3981266
#> [,284] [,285] [,286] [,287] [,288] [,289]
#> [1,] -0.07789736 -0.5274816 1.22755648 0.07943085 -0.6952240 0.6189985
#> [2,] -0.24749063 0.6124204 0.04167188 0.11897385 -0.3646836 -1.9472591
#> [3,] -0.04273175 -0.8098986 1.26169543 -0.21635703 0.4950965 0.1942383
#> [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] -2.5557040 0.98212417 -1.3801236 -0.6970882 -0.35770179 -0.6063225
#> [2,] 0.7127344 0.91500794 -0.6743573 -1.9944379 -0.05059681 -0.9471559
#> [3,] -0.7525791 0.07898981 0.1831674 0.4587462 -0.57909439 -0.6749770
#> [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.2407263 0.2868794 -0.8893542 -1.3399894 -1.3083682 -0.5755295
#> [2,] -0.7574040 0.4640636 1.5906055 0.3079191 0.4560703 1.8175204
#> [3,] 1.2472818 -1.0081971 1.1551789 0.3031043 -0.8567739 0.7236481
#> [,302] [,303] [,304] [,305]
#> [1,] 1.7828416 -0.3170405 0.35445839 -1.035835
#> [2,] -0.1166499 1.8779019 0.22742398 2.406321
#> [3,] -0.8943792 1.2611995 0.03859382 0.264905
#>
#>
#> $rho
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.13286727 -0.06272482 -0.008442714 0.09357445 -0.2077284
#> [2,] 0.04817628 -0.05677715 -0.001907410 0.15070141 0.1158605
#> [3,] -0.74999057 -0.85355015 -0.813393543 -0.78638640 -0.7759754
#>
#> $omega
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.37988034 0.37067336 0.31839230 -0.34606726 0.28523370
#> [2,] 0.70869130 0.56942469 0.58703124 0.50584412 -0.41535125
#> [3,] -0.07873457 -0.03900456 -0.06537775 -0.03658997 -0.01811485
#>
#> $sigma2v
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.144309071 0.137398736 0.10137365 0.119762547 0.0813582644
#> [2,] 0.502243363 0.324244483 0.34460568 0.255878271 0.1725166613
#> [3,] 0.006199133 0.001521356 0.00427425 0.001338826 0.0003281479
#>
#> $S
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 2 3 3 3 3 4 3 3 2 4 4 2 3 3
#> [2,] 5 7 8 7 7 6 6 4 5 5 7 5 5 5
#> [3,] 4 6 6 4 6 5 6 3 4 4 5 7 5 5
#> [,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,] 6 5 6 6 5 6 6 5 5 6 4 4
#> [3,] 6 9 5 8 4 7 7 7 4 6 7 6
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 2 3 3 3 3 3 3 2 3 3 4 3
#> [2,] 6 5 5 6 5 5 6 5 6 6 6 6
#> [3,] 5 6 5 6 7 7 7 6 5 8 5 7
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 2 3 4 2 3 4 3 3 3 2 3
#> [2,] 6 5 7 6 6 5 6 7 5 5 6 7
#> [3,] 5 4 7 5 6 6 5 6 6 7 5 6
#> [,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 5 6 6 5 6 8
#> [3,] 5 7 7 5 5 6 8 8 6 8 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 7 5 6 8
#> [3,] 9 5 6 5 7 5 6 4 4 5 7 6
#> [,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 6 6 6 5 6 5 5 6 5 8
#> [3,] 6 6 7 7 7 5 5 6 6 7 5 9
#> [,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,] 5 7 6 9 7 6 7 7 6 5 6 5
#> [3,] 5 6 6 7 5 4 8 7 7 6 5 7
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 4 3 3 3 3 3 3 2 4 3
#> [2,] 7 6 7 5 7 7 6 8 7 7
#> [3,] 6 5 7 5 8 4 6 4 5 5
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 4 3 4 3 3 3 2 3 3 3
#> [2,] 4 6 6 6 7 7 8 7 7 8
#> [3,] 4 6 6 5 7 7 7 8 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 7 6 7 7 7 8 8 7
#> [3,] 6 5 4 8 6 6 6 7 6 6
#> [,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 6 7 7 7 7 8 6
#> [3,] 3 5 6 7 4 8 4 3 6 6
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 3 2 3 3 3 4 3 3 3 3
#> [2,] 7 8 8 6 5 7 7 7 7 6
#> [3,] 5 7 5 6 6 5 6 7 9 6
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 4 3 3 3 3 3 3 3 3 3
#> [2,] 5 7 7 8 7 7 6 9 5 7
#> [3,] 5 7 8 7 8 7 7 7 6 6
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 3 3 3 4 3 4 2 3 3 3
#> [2,] 7 6 8 7 7 6 6 8 7 7
#> [3,] 6 7 6 7 6 7 7 7 7 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 6
#> [3,] 8 6 5 6 7 8 8 6 6 6
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 3 3 4 3 3 2 3 3 3
#> [2,] 8 7 7 8 8 7 7 6 7 7
#> [3,] 6 8 8 8 7 6 6 6 6 9
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 2 3 3 4 3 4 3 4 3 4
#> [2,] 8 7 7 7 8 7 7 9 7 6
#> [3,] 7 7 7 8 6 6 6 7 6 6
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 3 3 3 3 3 3 4 3 4 3
#> [2,] 8 8 6 6 6 6 6 6 5 7
#> [3,] 8 7 7 6 6 7 7 6 6 5
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 4 3 3 3 4 4 3 4 3
#> [2,] 6 6 6 7 6 3 8 4 5 6
#> [3,] 5 6 7 6 8 7 6 5 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 5 6 5 7 6 7 7 7 7
#> [3,] 8 6 6 4 5 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 5
#> [3,] 6 6 6 5 7 7 6 8 7 6
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 4 3 3 4 3 3 4 3 4 4
#> [2,] 6 6 5 6 6 4 5 6 6 7
#> [3,] 7 7 6 7 5 6 6 5 5 6
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 4 3 2 4 4 3 3 3 3 3
#> [2,] 7 8 7 7 7 8 6 8 7 6
#> [3,] 5 5 6 7 5 7 5 5 6 6
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 4 3 3 4 3 5 4 4 4 3
#> [2,] 7 6 7 7 7 7 7 6 7 7
#> [3,] 7 7 7 6 5 6 5 5 7 6
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 4 5 2 4 3 3 4 2 2
#> [2,] 6 5 7 6 6 5 7 7 6 6
#> [3,] 6 7 8 6 6 6 6 5 6 6
#> [,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 7 7 6 6 6 6 6
#> [3,] 5 6 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 7 6 6 5 5
#> [3,] 0 1 6 5 6 5 5 5 8 6
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 4 3 3 3 2 3 3
#> [2,] 6 4 5 5 6 6 5
#> [3,] 6 4 5 5 6 6 5
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 2 4 2 3 2 3 2 4 2 3 3 3 3 3
#> [2,] 5 6 6 6 6 4 5 0 1 1 5 2 1 0
#> [3,] 3 6 4 1 3 5 2 1 3 2 7 6 4 4
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 4 4 2 2 2 3 3 2 2 3 2 3
#> [2,] 5 6 4 4 7 4 3 7 4 5 4 5
#> [3,] 3 8 5 7 1 5 6 5 3 6 5 4
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 3 3 3 3 4 3 3 3 3 2 4
#> [2,] 6 3 5 7 3 5 6 4 7 6 6 6
#> [3,] 3 2 5 5 6 3 7 5 4 6 5 6
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 5 2 3 3 3 4 2 4 3 3 2 3
#> [2,] 4 6 4 6 5 3 7 8 6 4 6 4
#> [3,] 1 0 7 3 3 5 4 4 5 5 3 5
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 3 4 2 2 4 3 3 4 4 5 3
#> [2,] 5 7 9 6 7 7 7 5 9 4 6 4
#> [3,] 3 7 4 3 4 4 7 7 5 7 6 4
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 3 3 2 3 3 4 3 3 2 3 4 4
#> [2,] 6 5 3 6 5 3 8 4 5 5 7 4
#> [3,] 7 3 3 4 5 3 6 3 3 5 4 8
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 3 3 3 3 3 4 3 3 2 2 4 3
#> [2,] 8 5 6 6 5 6 7 4 7 4 7 3
#> [3,] 7 6 5 7 8 4 3 5 5 6 4 6
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 2 2 4 4 3 3 3 3 2 2 3
#> [2,] 6 4 5 5 6 7 8 7 5 3 6 3
#> [3,] 3 6 4 5 2 2 5 9 4 4 3 7
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 4 3 4 2 4 3 3 3 3 3
#> [2,] 7 5 6 5 6 5 6 8 6 7
#> [3,] 4 4 6 3 6 1 5 2 4 2
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 3 2 3 2 3 2 3 3 3 2
#> [2,] 2 1 6 6 4 5 7 4 6 6
#> [3,] 2 3 5 3 6 4 5 8 4 5
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 1 2 2 4 3 4 4 2 2 3
#> [2,] 5 6 6 6 5 5 5 5 6 5
#> [3,] 4 4 1 7 7 5 4 6 4 5
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3 3 3 3 4 2 2 3 2 2
#> [2,] 5 5 5 4 6 4 5 6 6 4
#> [3,] 0 2 4 7 2 6 3 3 6 4
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 2 2 2 2 3 4 2 3 2 3
#> [2,] 6 5 8 4 4 6 6 7 5 4
#> [3,] 4 5 3 2 3 5 4 7 7 5
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 3 3 3 3 3 3 4 3 2 3
#> [2,] 4 7 8 8 4 6 6 5 4 4
#> [3,] 3 6 8 6 7 6 5 6 5 4
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 4 2 3 3 3 4 2 3 3 4
#> [2,] 7 6 6 8 5 4 5 7 6 6
#> [3,] 4 7 4 7 4 8 6 7 5 7
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 4 2 3 4 3 3 2 2 5 4
#> [2,] 6 7 6 4 7 8 5 6 7 5
#> [3,] 6 4 3 4 6 7 5 4 5 6
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 2 2 3 3 3 3 3 3 3
#> [2,] 8 5 5 6 6 4 5 7 5 7
#> [3,] 5 6 6 6 5 6 5 8 5 6
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 3 2 3 3 2 3 4 4 4
#> [2,] 6 6 4 7 4 5 5 4 8 4
#> [3,] 4 6 6 6 5 7 7 4 4 6
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 2 3 3 3 3 2 3 2 3 5
#> [2,] 6 4 7 5 6 5 6 7 8 2
#> [3,] 7 8 6 6 5 7 6 6 5 3
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 5 4 3 2 3 4 3 3 3 4
#> [2,] 6 4 5 6 7 1 2 1 4 5
#> [3,] 4 4 5 2 6 6 2 3 8 6
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 4 4 2 2 3 3 2 2 3 3
#> [2,] 4 4 5 4 7 5 7 5 6 7
#> [3,] 5 5 7 2 8 6 6 6 5 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 3 2 3 3 3 2 4 4 3 4
#> [2,] 7 6 7 6 7 8 8 7 5 5
#> [3,] 7 7 7 6 6 5 9 5 7 9
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 4 4 4 4 3 4 3 3 2
#> [2,] 4 5 4 5 4 2 3 3 4 5
#> [3,] 7 5 5 4 1 5 7 7 4 8
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 4 2 3 3 3 3 3 3 3 3
#> [2,] 5 5 5 8 5 8 5 5 5 4
#> [3,] 5 6 5 4 5 5 5 8 6 6
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 2 2 3 3 2 3 4 3 4 3
#> [2,] 5 3 7 7 8 7 7 8 6 5
#> [3,] 4 6 6 6 6 3 5 5 7 6
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 3 3 4 3 3 3 2 3 4 3
#> [2,] 8 7 6 5 7 8 8 6 6 8
#> [3,] 8 7 5 7 7 7 7 5 7 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 4 5 3 4 3 3 2 4 5 2
#> [2,] 4 4 6 6 6 6 6 6 6 7
#> [3,] 5 5 7 8 4 6 6 4 7 1
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 3 3 4 4 3 2 3 4 2
#> [2,] 1 3 6 7 5 6 6 1 6 7
#> [3,] 0 0 6 4 4 6 4 2 6 6
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 5 4 2 3 4 2 3
#> [2,] 5 1 4 5 5 8 6
#> [3,] 5 3 6 4 6 9 6
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 3 3 3 3 3 3 3 3 3 4 4 3 2 4
#> [2,] 2 5 7 4 4 5 5 0 1 0 7 0 0 0
#> [3,] 2 7 3 0 3 6 2 2 4 2 6 6 4 4
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 3 2 2 2 4 4 3 4 4 2 2 2
#> [2,] 4 4 4 5 6 2 3 7 5 5 3 4
#> [3,] 2 5 3 7 3 6 6 3 1 5 4 6
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 3 3 3 3 4 2 3 3 2 3 3
#> [2,] 5 2 5 7 4 4 7 3 6 5 6 6
#> [3,] 5 3 8 8 5 1 6 3 7 4 4 6
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 2 3 4 4 3 2 3 2 4 1 4
#> [2,] 2 6 2 5 5 2 5 8 6 1 6 4
#> [3,] 3 0 6 3 3 8 4 2 4 8 3 4
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 3 3 3 4 4 3 3 5 3 4 4
#> [2,] 5 5 7 6 7 7 5 6 5 1 5 3
#> [3,] 1 5 5 3 4 5 5 7 4 5 8 3
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 4 3 3 3 3 3 4 3 3 2 3 3
#> [2,] 6 5 3 5 3 0 8 2 5 3 4 4
#> [3,] 5 4 5 7 3 4 6 2 3 6 3 5
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 2 4 3 3 5 3 4 3 3 3 2 3
#> [2,] 6 3 7 6 5 7 5 2 5 2 4 4
#> [3,] 5 5 3 6 5 4 5 3 4 7 4 6
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 4 3 5 2 3 3 3 4 3 4 4
#> [2,] 4 5 4 3 8 5 7 8 4 2 6 3
#> [3,] 2 4 4 5 1 2 4 5 3 3 3 7
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 3 3 3 3 3 3 3 4 3 3
#> [2,] 7 5 6 3 5 6 4 7 5 7
#> [3,] 4 5 7 3 6 2 5 1 3 1
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 3 3 3 2 4 3 4 4 3 4
#> [2,] 0 0 6 3 3 4 6 4 5 6
#> [3,] 1 3 6 3 5 4 5 7 4 3
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 3 2 3 3 4 4 3 3 2 3
#> [2,] 5 4 5 5 5 4 6 4 5 3
#> [3,] 4 3 1 5 7 4 4 5 3 5
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 2 3 4 3 3 4 3 4 4 3
#> [2,] 5 3 4 2 6 4 5 6 7 3
#> [3,] 0 3 3 6 2 5 4 1 7 4
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 2 3 3 2 4 6 4 3 3 3
#> [2,] 5 6 8 2 4 4 6 7 4 4
#> [3,] 6 4 3 1 3 4 4 8 6 5
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 4 3 3 3 4 4 4 3 3 4
#> [2,] 1 5 7 6 4 5 4 6 2 5
#> [3,] 3 8 7 7 7 7 5 7 4 5
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 4 3 3 2 3 3 3 3 4 3
#> [2,] 8 4 7 6 4 4 4 7 5 6
#> [3,] 4 5 4 8 5 6 6 8 5 7
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 4 4 3 4 4 3 2 3 3 4
#> [2,] 6 6 5 3 6 6 5 7 4 6
#> [3,] 5 4 2 4 7 6 5 4 5 5
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 3 2 3 3 4 3 3 3 3
#> [2,] 7 4 4 6 5 1 4 4 4 5
#> [3,] 6 6 5 5 5 5 5 7 5 6
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 3 1 4 4 3 3 3 2 4
#> [2,] 3 6 3 6 4 3 4 4 7 3
#> [3,] 4 6 6 7 4 6 5 5 3 5
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 4 2 3 3 5 3 3 3 4 4
#> [2,] 5 2 6 4 4 4 6 7 8 1
#> [3,] 8 6 6 5 3 6 6 4 3 3
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 4 3 3 3 4 4 4 3 3
#> [2,] 5 3 5 6 7 0 2 0 4 4
#> [3,] 2 5 7 3 5 5 3 2 7 6
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 4 4 3 3 3 2 4 3 4 5
#> [2,] 3 4 3 3 7 5 6 6 6 6
#> [3,] 5 6 8 1 5 7 6 7 6 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 2 3 3 3 4 4 2 3 3 3
#> [2,] 7 6 6 5 7 7 7 6 4 5
#> [3,] 6 7 6 6 6 4 6 4 7 6
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 4 4 4 4 3 3 4 3 2 3
#> [2,] 4 4 3 3 4 0 3 2 3 5
#> [3,] 6 3 7 3 0 5 4 5 6 5
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 3 3 3 4 3 4 5 3 3 4
#> [2,] 4 5 4 6 4 6 2 5 5 5
#> [3,] 7 6 5 3 7 4 6 5 5 5
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 2 3 4 4 3 3 5 3 4 4
#> [2,] 5 1 7 6 6 5 7 5 5 5
#> [3,] 3 4 4 6 7 3 4 5 5 5
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 2 4 3 4 3 3 4 3 2
#> [2,] 8 8 6 4 7 7 8 7 6 7
#> [3,] 8 6 4 8 6 8 7 5 6 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 3 3 4 4 4 4 3 4 4 3
#> [2,] 4 4 5 5 5 6 5 6 7 4
#> [3,] 5 5 8 7 6 7 4 5 7 2
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 3 4 4 4 2 3 3 4 2
#> [2,] 0 1 5 5 4 5 8 0 6 7
#> [3,] 0 0 7 5 4 6 3 1 9 6
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 3 3 3 3 3 3 4
#> [2,] 4 0 3 3 5 8 5
#> [3,] 4 3 7 5 6 7 6
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 3 3 2 4 3 3 4 3 3 4 4 4 3 3
#> [2,] 1 4 5 3 4 6 8 0 1 0 5 0 1 0
#> [3,] 1 8 3 1 3 5 3 2 3 1 6 4 4 4
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 3 2 3 3 2 3 2 3 4 3 3 3
#> [2,] 3 8 2 3 5 3 2 7 3 3 4 5
#> [3,] 3 6 5 7 1 4 7 3 1 5 6 4
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 4 2 2 2 3 4 2 2 4 3 4 4
#> [2,] 5 4 4 8 4 5 5 3 6 5 6 5
#> [3,] 4 2 5 6 7 2 6 4 5 5 3 6
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 2 3 4 6 3 3 2 2 4 2 3
#> [2,] 2 8 2 6 5 3 8 6 5 1 7 4
#> [3,] 2 1 7 3 2 5 3 3 4 5 3 5
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 3 3 3 4 4 3 3 3 3 3 2
#> [2,] 3 7 6 5 5 5 6 4 7 2 6 3
#> [3,] 1 7 4 4 3 4 7 7 4 7 6 3
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 4 3 3 2 4 4 3 4 2 4 3 4
#> [2,] 7 4 2 6 4 1 6 1 3 3 6 2
#> [3,] 6 2 4 5 3 3 6 2 3 5 4 6
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 4 4 3 4 3 3 3 3 3 3 3 4
#> [2,] 7 4 6 5 5 6 6 1 6 2 5 3
#> [3,] 7 7 4 6 7 4 4 4 5 7 5 5
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 4 4 3 4 2 3 3 3 3 3 3 3
#> [2,] 4 5 6 3 5 6 7 7 6 3 5 4
#> [3,] 3 4 4 4 1 2 5 7 5 3 2 5
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 3 2 3 3 2 3 3 3 4 2
#> [2,] 6 5 5 3 5 7 4 7 4 8
#> [3,] 5 4 6 3 7 2 4 2 5 2
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 2 4 3 4 4 3 4 4 3 4
#> [2,] 0 1 6 4 3 3 7 5 6 6
#> [3,] 1 2 5 3 6 5 7 7 4 4
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 3 4 4 3 4 4 3 4 3 3
#> [2,] 4 4 5 4 4 5 5 5 4 3
#> [3,] 3 4 1 6 6 5 4 6 4 6
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3 4 4 3 4 3 3 4 3 4
#> [2,] 4 4 4 1 6 5 4 5 6 3
#> [3,] 0 4 3 5 2 4 2 1 9 4
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 2 3 3 3 5 4 4 3 3 4
#> [2,] 5 5 7 1 3 6 3 5 4 3
#> [3,] 4 4 2 1 3 4 3 6 8 5
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 3 3 2 4 3 3 5 3 3 4
#> [2,] 0 4 7 7 3 4 4 5 2 5
#> [3,] 3 6 7 5 7 6 6 6 5 5
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 4 2 4 3 3 4 4 3 4 2
#> [2,] 6 3 6 6 4 3 4 8 4 5
#> [3,] 3 7 4 6 3 7 5 6 5 6
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3 3 3 4 3 3 3 4 4 4
#> [2,] 6 5 5 3 7 5 3 7 4 6
#> [3,] 7 5 2 5 5 8 6 4 4 6
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 4 4 3 3 4 3 3 4 3 3
#> [2,] 7 4 3 6 6 1 1 3 1 6
#> [3,] 5 6 6 6 6 6 5 6 6 6
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 3 3 4 3 4 2 2 3 4
#> [2,] 2 5 4 5 3 4 5 1 6 3
#> [3,] 5 5 9 7 4 6 5 5 4 4
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 5 3 4 3 3 3 3 3 3 3
#> [2,] 5 1 6 3 4 4 4 6 7 0
#> [3,] 7 5 6 5 3 6 6 5 4 3
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 4 4 3 2 4 4 4 3 4
#> [2,] 5 3 6 5 6 0 1 1 5 5
#> [3,] 2 4 7 4 5 6 3 2 7 7
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 4 5 4 4 3 3 4 4 3 4
#> [2,] 4 4 3 3 4 5 6 8 7 5
#> [3,] 6 6 7 2 6 7 8 7 5 8
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 3 4 5 5 3 3 5 4 4 3
#> [2,] 6 7 6 7 6 6 7 3 5 6
#> [3,] 6 8 6 5 6 5 7 4 8 8
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 3 5 4 4 4 4 3 3 4
#> [2,] 6 5 3 5 3 1 2 4 3 8
#> [3,] 7 4 6 3 0 6 5 7 6 7
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 3 3 3 4 4 3 4 3 3 3
#> [2,] 5 7 6 5 6 5 4 7 6 7
#> [3,] 6 7 6 4 7 5 4 6 6 4
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 4 4 3 3 3 5 5 3 3 4
#> [2,] 2 0 4 6 5 4 6 7 4 4
#> [3,] 4 5 5 5 6 2 3 4 6 6
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 3 3 4 3 3 2 3 4 3
#> [2,] 6 5 7 8 5 6 6 5 6 4
#> [3,] 7 7 5 7 7 7 7 6 7 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 4 3 3 3 5 4 3 3 3 3
#> [2,] 8 4 7 7 7 7 7 7 6 7
#> [3,] 5 6 9 7 5 6 5 5 8 2
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 4 2 4 3 4 2 4 3 2
#> [2,] 0 1 3 6 3 4 6 1 6 6
#> [3,] 5 0 7 4 3 5 3 1 8 5
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 3 3 2 3 3 3 4
#> [2,] 5 1 8 5 7 6 6
#> [3,] 5 3 7 4 6 7 6
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 3 4 2 2 4 2 3 3 3 3 3 2 3 5
#> [2,] 0 2 4 2 3 7 5 0 2 0 1 0 0 0
#> [3,] 1 6 4 0 3 5 2 2 4 2 6 7 2 3
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 2 3 2 4 3 3 1 3 3 3 3 2
#> [2,] 3 5 3 4 7 5 4 4 5 6 2 4
#> [3,] 4 8 5 6 1 4 5 5 1 6 5 4
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 2 2 4 3 4 3 3 4 2 2 3
#> [2,] 5 0 3 7 3 5 4 4 6 5 5 5
#> [3,] 4 2 6 6 5 2 8 3 5 6 3 5
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 2 4 3 3 3 4 3 4 3 3 2
#> [2,] 3 7 2 5 5 3 5 8 4 3 6 4
#> [3,] 3 0 4 3 2 5 3 3 4 8 2 6
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 3 2 3 2 3 3 4 2 3 3 4
#> [2,] 5 6 8 5 6 6 4 4 5 2 5 2
#> [3,] 1 7 3 3 3 6 7 6 4 5 5 2
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 2 3 3 3 4 3 3 4 3 3 3 4
#> [2,] 5 4 3 6 5 2 8 1 4 3 4 3
#> [3,] 7 1 3 5 5 3 5 1 3 4 4 7
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 3 3 4 3 3 3 3 4 4 3 3 3
#> [2,] 6 3 7 7 8 7 4 0 5 2 4 4
#> [3,] 8 5 4 7 8 2 3 3 5 8 5 5
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 4 3 2 1 3 3 3 2 3 4 3
#> [2,] 4 5 5 4 7 5 8 7 6 3 6 3
#> [3,] 3 5 5 3 2 1 5 8 3 3 3 8
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 3 3 3 3 2 3 3 3 3 3
#> [2,] 6 4 5 4 6 7 6 7 4 7
#> [3,] 4 3 6 2 6 1 4 2 3 1
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 2 4 3 2 4 3 4 3 3 3
#> [2,] 0 1 7 6 4 5 7 4 6 8
#> [3,] 0 2 6 4 5 5 5 6 4 3
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 3 3 3 2 3 3 4 4 3 4
#> [2,] 6 5 6 4 5 4 5 6 6 3
#> [3,] 2 3 0 5 8 4 3 6 4 5
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 4 3 4 4 4 3 3 3 3 3
#> [2,] 4 4 5 2 6 5 4 4 6 3
#> [3,] 0 2 5 6 1 6 2 0 6 4
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 2 4 2 3 4 3 4 4 3 5
#> [2,] 5 6 7 2 3 7 3 6 5 3
#> [3,] 5 5 3 1 2 3 4 8 8 5
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 2 3 3 4 4 3 3 3 3 3
#> [2,] 0 5 7 6 4 3 4 6 3 5
#> [3,] 2 6 7 6 7 6 5 6 4 4
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 2 3 4 3 3 4 3 2 3 4
#> [2,] 6 1 6 5 4 2 5 8 5 5
#> [3,] 4 6 3 7 4 6 6 7 4 5
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3 3 3 2 2 2 3 5 3 4
#> [2,] 6 5 5 3 8 6 4 6 5 5
#> [3,] 5 4 2 4 6 7 5 4 6 7
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 4 3 4 3 3 2 3 4 2 3
#> [2,] 6 4 5 6 5 2 3 3 2 6
#> [3,] 6 5 6 5 4 7 6 6 6 7
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 2 4 2 4 4 4 2 3 3 4
#> [2,] 4 6 4 8 5 5 4 2 5 4
#> [3,] 4 6 5 5 5 7 8 4 5 6
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 3 3 4 3 2 3 3 3 2 3
#> [2,] 5 2 6 4 6 6 6 6 5 2
#> [3,] 5 6 6 6 4 6 6 5 4 1
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 4 3 3 3 3 5 2 3 3 3
#> [2,] 4 2 7 8 5 0 3 0 4 4
#> [3,] 4 4 5 2 8 5 2 1 8 7
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 4 3 3 5 3 4 3 3 2 4
#> [2,] 2 3 3 2 6 4 6 6 7 6
#> [3,] 5 6 6 1 6 6 8 7 6 7
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 3 3 2 4 3 4 5 3 3 2
#> [2,] 7 5 7 6 6 6 7 4 4 5
#> [3,] 5 8 6 6 5 4 6 4 8 7
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 3 4 4 3 3 3 3 3 3
#> [2,] 5 5 3 3 4 2 2 5 3 7
#> [3,] 7 4 5 3 0 4 7 7 4 6
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 3 3 4 3 4 3 4 4 3 3
#> [2,] 6 8 6 4 7 4 4 6 6 5
#> [3,] 5 6 8 3 6 5 4 6 7 6
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 3 4 3 3 3 3 3 4 3 3
#> [2,] 3 0 5 6 6 4 6 7 6 4
#> [3,] 3 3 5 5 6 3 4 5 6 5
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 3 2 3 3 2 4 3 2 4 2
#> [2,] 8 8 6 6 8 6 8 7 7 7
#> [3,] 7 5 4 9 6 7 6 7 6 7
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 4 3 4 3 4 3 3 3 3 4
#> [2,] 5 3 5 5 5 7 6 6 7 6
#> [3,] 5 5 7 6 4 7 5 4 7 1
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 4 2 3 3 2 3 3 4 3 2
#> [2,] 0 1 2 4 3 4 7 1 6 7
#> [3,] 2 0 7 4 4 7 2 1 6 7
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 2 3 2 4 3 2 3
#> [2,] 4 0 5 4 5 6 4
#> [3,] 4 3 6 4 7 6 6
#>
#>
#> $sigma2_omega
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.19461491 0.10686243 0.09655702 0.115253018 0.05809248
#> [2,] 0.26689938 0.43804846 0.24858171 0.363665911 0.57854558
#> [3,] 0.09484761 0.04622273 0.02972981 0.005272246 0.01755207
#>
#> $s_
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.3334371 0.07937613 0.10213979 0.1065019 0.06187330
#> [2,] 0.7508032 0.48484686 0.17595491 0.2572733 0.22077952
#> [3,] 0.2230955 0.10738408 0.01675136 0.0238413 0.03317689
#>
#> $sigma
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.7618512 1.2624851 0.8515849 1.1479687 0.9113228 1.2333343 1.010760
#> [2,] 1.1783388 0.8793246 0.9766837 1.7564284 0.9460411 0.7420197 1.285075
#> [3,] 1.0022804 0.9895143 1.0450120 0.9463194 1.1326177 0.8865140 1.118918
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.2861849 0.7298256 1.2381637 1.2095972 0.8866438 1.3703094 1.0139096
#> [2,] 1.1283634 0.6867721 0.9891126 0.6290055 1.0096371 0.7604725 0.6022845
#> [3,] 0.9216585 1.0321456 0.9604556 0.9845006 1.0022707 1.0644796 0.9446581
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.0551977 1.1396472 0.7316131 0.9436698 0.7591150 1.2672570 1.1652879
#> [2,] 1.3046570 0.8429555 0.8929889 0.9038976 1.5954747 0.8634902 0.5865166
#> [3,] 0.9938169 1.0053616 1.0038964 0.9911689 0.9438381 1.0830982 0.8803268
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.2075816 0.8566703 0.976836 0.8101664 0.8405145 0.9123269 1.1187994
#> [2,] 0.6788601 0.8688171 1.118303 0.7144543 1.0402185 0.8612456 0.6383836
#> [3,] 1.0677408 0.9637880 1.016850 0.9615985 1.0906949 0.9840882 1.0075819
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.9435803 1.256713 0.8404811 1.178299 0.9537407 1.013745 1.1226208
#> [2,] 0.9042473 2.100205 0.5661818 1.011647 1.4589891 1.035119 1.0780175
#> [3,] 0.9444602 1.012178 0.9053618 1.076037 0.8805461 1.141093 0.9053938
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.8975496 0.7148465 1.130906 0.9521636 0.6720947 1.0173866 1.0553881
#> [2,] 1.0252013 1.1180004 1.176468 1.1183816 0.6886057 0.7003875 0.8261921
#> [3,] 1.1476918 0.9185664 1.067898 0.9327452 1.0843867 0.9409256 1.0857955
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.8543331 1.0228639 0.8877008 1.329314 1.061949 1.310159 0.8993011
#> [2,] 0.8336200 1.0740139 1.4279566 1.284589 1.848956 1.425166 1.0332388
#> [3,] 0.9640955 0.9757078 0.9964024 1.014510 1.048414 0.936435 1.0761734
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.8266125 0.9496147 1.082904 0.9731394 0.9552355 0.6897541 1.104708
#> [2,] 0.5127658 0.6850763 1.404571 0.6002399 1.3574043 1.2876157 1.301829
#> [3,] 0.9475387 1.0353868 1.017263 0.9695054 1.0441223 0.9439302 1.046600
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.024053 0.7294683 1.1410470 1.1031032 1.1578010 0.9693042 1.0188511
#> [2,] 1.517086 0.5688482 0.8312989 1.3037579 0.7838921 1.0055427 1.5899475
#> [3,] 0.966732 0.9870848 0.9563323 0.9692734 1.0101929 1.0457917 0.9821136
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.8912456 0.9585163 0.9375982 1.035805 1.278491 1.1915883 0.8436305
#> [2,] 1.4268161 0.7383477 0.5848923 1.018756 0.757576 1.4409065 1.8528698
#> [3,] 1.0212612 0.9265080 1.0160883 1.008315 1.030845 0.9419606 1.0526588
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.3039959 1.242118 1.094516 0.9898163 1.270994 0.8678557 0.8568412
#> [2,] 1.2672094 1.947452 1.063333 1.0215808 1.068133 1.1136964 0.8674466
#> [3,] 0.9575376 1.042611 1.003517 1.0228058 1.040106 0.9326490 0.9853812
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.0866321 0.892037 1.1284354 1.0947997 1.351143 0.7005721 0.8165373
#> [2,] 1.0617398 1.371283 0.7292049 0.9014391 1.147889 0.4846328 0.9733348
#> [3,] 0.9905487 1.022562 1.0262573 1.0051486 1.007727 1.0134252 0.9898035
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.3570272 0.9039234 0.8263406 0.6822181 0.8586054 1.4329322 1.3007895
#> [2,] 0.8100533 0.6759414 0.6120030 0.4679045 0.8928471 0.9509173 0.9580399
#> [3,] 0.9954997 1.0388342 0.9516556 1.0438642 0.9223903 1.0871887 0.9700025
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.9692915 0.8778308 1.0345072 0.9066494 0.6512094 0.9996913 1.1546115
#> [2,] 1.5889719 1.4911499 1.5280635 0.7361346 0.5943907 0.7586883 0.6090006
#> [3,] 1.0281042 1.0167225 0.9793919 1.0780076 0.9624803 0.9940846 1.0783949
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.1813807 0.901455 0.9686283 0.9707721 0.9250743 0.9728166 1.006618
#> [2,] 0.8139602 1.398551 1.3969135 0.9178414 1.3477479 0.4987535 1.497490
#> [3,] 0.9257252 1.072905 0.9360005 0.9862653 1.0086551 1.0175394 1.005110
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.0850711 1.0553115 1.0795579 1.1250213 0.8767715 0.9586485 0.9124444
#> [2,] 0.6844346 0.7470451 1.1722635 1.3357954 0.7804104 0.7958211 1.2052808
#> [3,] 0.9905460 1.0317376 0.9874335 0.9860095 0.9917954 0.9763640 0.9986987
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.1875813 0.9622303 0.8860642 1.0444128 1.0298004 0.9308540 0.6103406
#> [2,] 0.7639908 1.1268169 0.8160749 0.8229979 0.9739862 1.1310733 1.1992340
#> [3,] 1.1110659 0.9304945 1.0433664 0.9763184 1.0608023 0.8992907 1.0690049
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.9033336 0.8152242 1.0820067 0.895230 1.3665223 1.347604 0.9025725
#> [2,] 1.1361641 0.9065451 1.1447177 0.925522 1.0510247 0.547545 0.8705643
#> [3,] 0.8915501 1.0518901 0.9530704 1.020812 0.9883048 1.016359 0.9491881
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.042014 1.2660520 0.9740424 1.0069688 0.8393674 1.0393794 1.1104448
#> [2,] 1.320057 1.3985365 0.7119440 1.1148475 1.0931480 0.9837514 0.8825391
#> [3,] 1.105235 0.9820381 0.9797625 0.9657883 1.0926031 0.9740855 1.0780321
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.8495577 0.9954841 1.029238 0.7918649 0.8020140 0.9040393 0.9003238
#> [2,] 0.6104556 1.3725662 1.289486 0.9664491 0.8295522 1.4507310 0.7616039
#> [3,] 0.9707756 0.9980771 1.026653 0.9537407 1.0753454 0.9322092 1.0352443
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.8071304 0.9125265 0.9075448 1.1031244 0.8503242 1.034527 1.015341
#> [2,] 1.2488935 1.5468630 0.8254246 0.9231696 1.5898821 1.136401 1.076568
#> [3,] 0.9752031 1.0052031 1.0072188 0.9274731 1.0857337 0.854685 1.159471
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.8673760 1.387315 0.9928197 0.9989436 0.9754399 0.8660521 1.0509626
#> [2,] 1.1950278 1.241662 1.1848779 1.4720904 1.3387329 0.8114632 1.7307881
#> [3,] 0.8759594 1.129605 0.9319323 1.0639877 0.9447082 1.0867389 0.9083356
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.9507911 0.9138253 0.7812112 0.8149193 1.200958 0.9313633 1.335975
#> [2,] 0.9285924 0.5841921 0.8835377 0.8672985 1.194301 1.3435896 1.204319
#> [3,] 0.9585953 0.9874690 1.0150925 0.9237741 1.096178 0.8563374 1.095785
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.1551849 1.133043 1.2717259 0.6074077 1.0621259 1.1262164 1.0899319
#> [2,] 0.6190936 1.100155 0.9339707 0.9751038 1.1261494 0.7690455 1.6602484
#> [3,] 0.9703113 1.008174 0.9700763 1.0075840 0.9564996 1.0487042 0.9771959
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.8326576 0.8590677 1.0265666 1.0096565 0.9185837 0.9344785 0.8189551
#> [2,] 0.8290782 0.8636784 1.7658611 0.9410481 0.8511389 0.9748496 1.1995616
#> [3,] 0.9598068 1.0604994 0.9291061 1.0165532 1.0238901 0.9844097 0.9788462
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.8066260 1.431119 1.2638443 0.9734954 0.9432636 0.6351775 1.0385371
#> [2,] 0.6140472 0.662438 0.5774766 1.2600773 0.7029130 1.1089374 0.5113876
#> [3,] 0.9599126 1.053652 0.9960579 0.9510615 1.0325319 0.9763665 1.0766186
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.0281635 0.9539451 1.0297944 0.890659 0.9650003 1.094114 0.7806178
#> [2,] 1.0274715 1.0104140 0.8439884 1.554096 1.1094589 1.311801 1.4343443
#> [3,] 0.9963613 1.0653065 0.9787822 1.008909 0.9932768 1.001668 0.9824744
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.9843806 0.8108314 1.0705105 1.2876701 0.9784860 0.8300481 0.9613274
#> [2,] 0.7389901 0.4486044 1.3401438 0.4596611 0.8907496 1.1949197 0.6906694
#> [3,] 1.0621886 0.9490764 0.9654904 1.0709104 0.9906755 0.9628096 1.0186681
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.2732342 1.8457284 0.6757151 1.161598 0.9766930 0.8311177 0.8706648
#> [2,] 0.9359778 0.5815056 1.9351564 1.224949 0.9175438 0.9367969 1.2112889
#> [3,] 0.9819820 0.9940722 1.0275041 0.992073 1.0527767 0.9432087 1.0921068
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.8451364 0.8859114 0.9886507 0.8826744 1.2152069 1.4220264 1.1359400
#> [2,] 0.9133007 0.7632891 0.5542660 0.8205384 0.7310351 1.5003714 0.8218866
#> [3,] 0.8993926 1.1068384 0.9643560 0.9623242 1.0102985 0.9850136 0.9470256
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.0704509 0.7715936 0.984966 1.1678836 0.9499453 1.2344842 0.8977183
#> [2,] 0.9225621 1.1294263 1.390607 0.6256719 0.6352313 0.7792558 0.7201572
#> [3,] 1.0398925 1.0193092 0.978185 1.0425694 0.9297031 1.0960098 0.9647558
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.138761 1.0943428 1.2660113 0.7375310 0.7303185 0.9548647 1.0029666
#> [2,] 1.154754 0.9551911 0.9281793 1.6347498 0.9137773 1.5258690 1.0251598
#> [3,] 1.066051 0.9178721 1.0534931 0.9369612 1.0939846 0.9545220 0.9687848
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.8812909 0.7265070 0.9764521 1.291857 0.8865086 0.8369994 1.1101124
#> [2,] 1.2128123 0.7217721 0.5657092 1.865817 1.7624459 1.0103627 1.3036351
#> [3,] 1.0317059 1.0380742 0.9461413 1.084485 0.9396073 1.0239294 0.9573777
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.7382430 1.0918413 0.8438089 1.236801 1.1077406 1.018495 1.3227513
#> [2,] 1.4393088 0.7901980 1.2563284 2.234599 1.4558598 1.125532 0.8756705
#> [3,] 0.9709387 0.9889311 0.9829895 1.016425 0.9877601 0.993473 0.9557208
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.9576627 1.0199017 1.1029655 1.368326 1.2196684 1.057134 1.482160
#> [2,] 0.6634012 1.0675869 0.7706655 2.268619 1.0911301 1.230634 1.083755
#> [3,] 1.0707537 0.9224328 1.0228720 1.003897 0.9564519 1.000740 1.012785
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.8305877 1.0825862 1.0254405 1.284734 0.8510304 0.7971164 1.0760008
#> [2,] 1.0049173 0.6950302 0.7204161 1.524917 1.0962715 0.9287585 0.6693234
#> [3,] 0.9175571 1.1220601 0.9299604 1.049817 1.0035920 0.9385122 1.0475865
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.1723301 0.7955202 1.172538 0.9670168 1.0490778 1.3354257 0.7467832
#> [2,] 0.6518690 1.1405111 1.801275 0.8445993 0.6258829 0.6922473 0.6849525
#> [3,] 0.9299872 1.0055711 1.050821 0.9216480 1.0872407 1.0113637 0.9910730
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.7287431 0.8867305 0.8237798 0.7499897 0.8931003 1.2100113 1.0699977
#> [2,] 1.0866632 0.8327205 0.8741956 1.4250952 1.3314802 0.7427373 1.6991718
#> [3,] 0.9676924 1.0483651 0.9927845 0.9781505 0.9610566 1.0122882 0.9279763
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.8758858 0.7164311 1.037769 1.2239817 1.2766418 0.8153421 1.043086
#> [2,] 1.3794042 0.9339319 1.302339 0.6320556 1.0832299 0.6193789 1.111289
#> [3,] 0.9906094 0.9747485 1.062684 0.9765944 0.9685757 0.9918439 1.068681
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 1.0352831 0.7541957 1.1091216 0.8113756 0.8550744 0.9319166 1.5708306
#> [2,] 1.0669982 2.4837490 0.8615326 0.8824681 1.1533173 0.4510343 0.9498390
#> [3,] 0.9987842 1.0347582 0.9643404 1.0066940 0.9541996 0.9461609 0.9239605
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.9665150 1.251530 1.1413549 0.8930520 0.7940512 1.5322763 1.118278
#> [2,] 1.4306836 1.470963 0.9476657 0.7590692 1.0754245 1.8029163 1.370275
#> [3,] 0.9580147 1.071812 0.9858204 1.0502963 1.0000454 0.9731439 1.043455
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.8732749 1.1374756 0.8298062 1.0349992 1.340188 1.1459146 0.9213708
#> [2,] 1.2291690 1.1337787 0.7219677 0.8620912 1.388119 0.9965165 1.0914633
#> [3,] 0.9972162 0.9979067 0.9958161 0.9639376 1.003100 0.9912272 0.9709570
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.8657208 1.0633082 1.0754050 1.0012910 1.259242 1.1220050 0.6322796
#> [2,] 0.6095195 0.5686929 0.9445843 1.4653007 1.914726 0.7737164 0.5812525
#> [3,] 1.0626870 0.9792566 1.0129680 0.9772245 1.026488 0.9793810 1.0272819
#> [,302] [,303] [,304] [,305]
#> [1,] 1.3904385 0.9372845 0.7875051 0.9456709
#> [2,] 1.3983904 0.8648498 1.4493830 1.1308637
#> [3,] 0.9105256 1.0931789 0.8751073 1.0973704
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.7810119 1.301435 0.9236663 0.984642 0.9101027 0.957885 1.009891
#> [2,] 1.1148659 0.723958 0.9403653 1.026118 1.0413334 1.331614 1.737897
#> [3,] 0.9905304 1.035933 0.9573299 1.008369 0.9851320 1.036501 0.975411
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.2186922 0.8287153 1.0199896 0.7856263 1.1678513 0.8801763 1.2552721
#> [2,] 0.8163572 0.8148205 1.1557033 0.7512782 0.6599078 1.0328246 0.7792502
#> [3,] 1.0378884 0.9710078 0.9996621 0.9775643 1.0126169 0.9532627 1.0605443
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.2271051 0.9596113 0.8051531 0.7574541 1.1372403 0.8660543 0.9235498
#> [2,] 1.1475443 0.5794042 0.9667504 1.3083752 1.0620127 0.3475551 0.8342706
#> [3,] 0.9438429 1.0599010 0.9396624 1.0613490 0.9675953 1.0262637 0.9461128
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.117202 0.9567133 0.9529189 0.8629089 0.9589347 1.0851542 0.9461104
#> [2,] 1.878628 0.7312254 0.6101685 0.8796659 1.2920025 0.8259995 0.8269727
#> [3,] 1.044582 0.9652118 1.0318416 1.0039760 0.9614012 1.0382671 0.9574782
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.8227904 1.0565979 1.144233 1.3699662 1.040537 1.0643846 0.9663248
#> [2,] 1.2852704 0.9327208 1.276725 0.8205441 1.701649 0.9550184 1.0934674
#> [3,] 1.0336626 0.9529928 1.035919 0.9478425 1.018175 1.0000859 1.0240953
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.8578272 1.1109311 1.1045882 1.3037286 0.7483084 1.0336954 1.3384515
#> [2,] 0.7602108 0.8800733 0.5600666 0.5837111 1.0404063 0.8173812 0.7450147
#> [3,] 1.0042684 0.9776260 1.0073396 0.9896542 1.0136198 1.0456607 0.9524623
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.129937 0.9688391 0.9373949 1.1677773 0.6675873 0.9188826 0.6447794
#> [2,] 1.158878 1.1605640 0.9639615 1.1722858 1.5705849 1.1569394 0.9783538
#> [3,] 1.049424 0.9397063 1.0250460 0.9726559 1.0557577 0.9505381 1.0298161
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.0138213 0.9980181 0.8283364 1.007515 0.8182706 0.9005774 1.132683
#> [2,] 0.7830201 0.8758433 0.7912810 1.231605 0.9530708 1.1486750 1.114649
#> [3,] 0.9994340 1.0140120 0.9703672 1.024519 0.9855209 0.9828570 1.030150
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.8398117 1.037193 1.2122925 1.0905746 1.7900614 1.0718646 1.2363518
#> [2,] 0.9560233 1.283003 0.6482478 0.7152087 1.5852091 0.8865833 1.3580180
#> [3,] 0.9964132 1.004083 0.9831407 1.0276106 0.9618744 1.0155653 0.9873195
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.0220626 1.1801204 1.0457338 0.8620734 1.1132149 0.9843965 1.085165
#> [2,] 0.8814892 1.3059530 0.9538191 0.6176680 0.5382504 0.7193762 1.257796
#> [3,] 0.9876689 0.9966526 1.0100199 0.9867265 1.0067061 0.9706676 1.047633
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.8065011 0.8550843 1.0456689 0.8645759 0.8515062 1.2017361 0.8023117
#> [2,] 1.2482706 0.8520129 0.6354185 1.1073474 0.8870711 1.3823331 1.1242215
#> [3,] 0.9809545 0.9920515 1.0201444 0.9504472 1.0623762 0.9877092 0.9881975
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.0614423 1.2343068 1.0454985 0.9136051 0.9196435 1.1177161 0.9300273
#> [2,] 1.3805768 0.6818282 0.8471153 0.9322479 1.1966745 0.8679235 0.9577327
#> [3,] 0.9880597 1.0244997 0.9928775 0.9737005 1.0403414 0.9863419 1.0408178
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.0405845 0.9339548 0.7673762 1.1241841 0.7701384 1.2363142 0.5771925
#> [2,] 1.1275804 1.0336492 0.5956102 1.0487924 1.4184383 0.7237222 1.1842361
#> [3,] 0.9367904 1.0400657 0.9726493 0.9949814 1.0486717 0.9330634 1.0673366
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.3287766 0.967524 0.8244083 0.8720480 0.9801316 0.8645849 1.4203641
#> [2,] 1.0095941 1.075784 1.1399798 0.7754991 0.6631753 0.8072780 0.9060493
#> [3,] 0.9406142 1.065870 0.9703935 1.0169165 0.9678973 1.0442198 0.9530639
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.9790243 0.9391892 0.9580561 1.0440304 0.8728655 1.2830527 0.8391544
#> [2,] 0.8679205 1.6708346 1.2473774 1.1485647 1.4604465 0.9086497 0.8850480
#> [3,] 1.0425178 0.9513716 1.0449539 0.9774959 1.0644099 0.9596627 1.0609862
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.1241740 1.036839 1.0513007 1.209232 1.0293008 1.011746 0.8861514
#> [2,] 0.6294631 1.331406 1.8330233 0.854125 0.8312290 0.854234 0.9105110
#> [3,] 0.9388704 1.070126 0.9267006 1.063604 0.9674435 1.017422 0.9850930
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.3605905 0.9456381 0.9807791 1.0291475 0.9586303 0.9524328 0.8422696
#> [2,] 0.8046698 1.0499748 0.9941381 1.0152458 1.0757263 0.8484649 1.4355089
#> [3,] 1.0268187 0.9787169 1.0427472 0.9745151 1.0271871 0.9815407 1.0165995
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.5236851 0.7680477 1.164957 1.243152 1.7359470 1.0945812 0.9105437
#> [2,] 1.0212062 1.2680055 1.798856 1.080826 0.9760479 1.2609180 1.0932796
#> [3,] 0.9543462 1.0456429 0.956794 1.014757 0.9989217 0.9933905 1.0414556
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.7268501 0.8676450 0.6981882 0.9981859 1.2857047 1.1486836 1.212797
#> [2,] 1.0662838 0.8782887 0.9444123 0.9497462 0.8355848 0.9059649 1.495963
#> [3,] 0.9742617 1.0106075 0.9881325 0.9816506 1.0045671 0.9619785 1.049346
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.9200335 0.9800804 1.0270571 0.9768051 1.069110 0.7778086 1.012890
#> [2,] 0.5737181 1.3383894 0.9195516 0.9245098 0.812238 0.9981192 1.403856
#> [3,] 1.0039552 1.0010178 1.0149012 0.9783857 1.018749 1.0015431 1.013492
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.019100 0.6834297 0.9482413 1.1519405 1.121187 0.8986677 0.9998639
#> [2,] 1.257286 1.0513865 1.4927067 0.5410948 1.758405 0.9234852 0.9995795
#> [3,] 1.023670 0.9817104 0.9931541 1.0002882 1.000822 1.0035837 0.9728224
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.8224292 0.9632449 0.9377619 0.9432894 1.029898 1.059348 1.0508208
#> [2,] 1.5126537 0.8937363 1.0208073 0.7543166 1.056179 1.249754 2.0064200
#> [3,] 1.0568846 0.9645673 1.0187839 0.9692548 1.007374 1.022895 0.9666118
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.330232 1.0247603 0.8394560 0.9556034 1.156139 0.8655974 0.7730562
#> [2,] 1.205973 0.9324546 0.7437486 1.0611571 1.062873 1.4428396 1.0608086
#> [3,] 1.026209 0.9701018 1.0155505 0.9838285 1.036542 1.0160813 0.9796328
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.8851486 1.1045942 1.130203 0.8044264 0.8256359 0.9891988 0.9069664
#> [2,] 0.8459794 0.7628197 1.596035 0.8783994 0.6474223 1.0811967 0.7713297
#> [3,] 1.0089558 1.0065228 1.036155 0.9878766 0.9784024 1.0256171 0.9909106
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.142884 0.8711875 1.036938 0.8294557 1.3276043 0.8989579 0.9596454
#> [2,] 1.031190 1.2492376 1.079111 0.6130542 0.9459417 0.6724386 0.9397770
#> [3,] 1.013734 0.9794973 1.007245 0.9620505 1.0351725 0.9721219 1.0073378
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.8094408 1.0120611 1.4755508 0.8093221 0.8271389 0.6928523 0.9612696
#> [2,] 1.2787848 0.7670038 1.2204125 1.6534920 1.3413042 1.6187706 1.3393953
#> [3,] 1.0102524 1.0094196 0.9754534 1.0055977 0.9795721 1.0026402 0.9782551
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.6933686 1.1650284 0.8898601 0.9653969 1.1458276 1.015108 0.7090064
#> [2,] 0.9453154 0.7307413 1.0061385 1.0255281 1.2781700 1.050551 0.6304841
#> [3,] 1.0257748 0.9833891 0.9970725 0.9933373 0.9962584 1.009241 0.9604494
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.0592149 0.5904707 1.093549 0.8907184 0.9336719 1.089262 0.8693494
#> [2,] 0.7669119 0.9741311 1.242772 1.1318625 0.7559511 1.044910 1.1399609
#> [3,] 1.0139077 1.0142531 1.006305 0.9897663 1.0088417 1.000440 1.0236969
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.8960723 1.0631273 1.166075 0.8700094 1.0737792 1.1789396 1.0001117
#> [2,] 1.0623410 0.7286203 1.589324 1.2271002 0.7415756 0.8763521 0.8248960
#> [3,] 0.9724600 0.9992980 1.024130 0.9944924 0.9797316 1.0056202 0.9665351
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.9466843 1.0586244 0.8916171 1.2509533 1.447145 0.9559199 1.171356
#> [2,] 0.9180894 1.1330826 1.0185315 0.9334648 0.756045 1.0060101 1.028409
#> [3,] 1.0551718 0.9635332 1.0686103 0.9525434 1.025162 0.9610127 1.013034
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.8945896 0.8753785 0.8679100 1.1810771 1.0650859 1.1916295 0.9073308
#> [2,] 1.1300113 0.7436677 1.3719244 0.7385668 0.7916862 0.7699054 0.9368306
#> [3,] 0.9826094 0.9945081 0.9674705 1.0353415 0.9728687 1.0173334 1.0093538
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.3576084 1.0360142 1.4158423 0.9712389 0.9246128 0.8750668 0.7482630
#> [2,] 0.9275014 0.8410254 0.9276320 0.8218444 1.2598679 1.9113932 1.3053349
#> [3,] 0.9678410 1.0052228 0.9871573 0.9758068 1.0015179 1.0038576 0.9823509
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.079142 0.9227635 1.0801628 1.0749351 0.7602021 0.8740374 1.1299654
#> [2,] 1.099603 0.9621674 0.6519421 0.7966770 1.2915812 1.0255611 0.9186603
#> [3,] 1.033994 0.9408627 1.0605577 0.9292291 1.0696872 0.9414451 1.0809782
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.8733577 1.0299148 1.0719651 0.7316872 0.7088850 0.8853541 0.9115460
#> [2,] 0.9109062 0.8706105 0.9711462 1.1530316 0.6214335 1.0402123 0.9576786
#> [3,] 0.9451928 1.0645116 0.9304535 1.0683825 0.9601339 1.0492867 0.9519133
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.9311929 0.9491298 1.2188444 1.1847901 0.9429484 1.0472183 0.9989217
#> [2,] 1.0312511 1.0162428 0.7629204 0.7672059 0.9862445 1.0667858 1.2293883
#> [3,] 1.0243517 0.9928740 1.0203834 0.9860701 1.0001837 0.9823962 0.9929418
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.0468632 0.6856492 0.8339902 0.6537265 0.871073 0.8827516 1.496812
#> [2,] 0.6896524 0.7939713 0.9425794 1.2318533 1.225358 1.4704369 0.827131
#> [3,] 1.0485076 0.9677217 1.0164503 0.9881010 1.004484 0.9740883 1.015490
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.8771536 1.305750 0.8176892 0.7901274 0.8924189 1.3889222 0.8081991
#> [2,] 1.0559636 1.095621 0.6116849 0.8433354 0.5956998 0.6276519 0.9568438
#> [3,] 0.9803368 1.036162 0.9750198 1.0204074 1.0009620 1.0448624 0.9503347
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.7642907 1.4177541 1.1853337 0.7316167 1.004616 2.1621195 0.8383313
#> [2,] 0.9748827 1.5362069 0.7352607 1.0619413 1.209994 0.5135712 1.5891340
#> [3,] 1.0716113 0.9594391 1.0345783 0.9730584 1.054731 0.9536039 1.0177878
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 1.1948566 0.9912391 1.3449875 0.667988 0.8979478 0.8068684 0.8752682
#> [2,] 1.1309740 1.1096472 1.1538783 1.762951 0.6230871 0.7153006 1.1150427
#> [3,] 0.9711236 1.0287303 0.9858292 1.005232 1.0081172 0.9868425 1.0213910
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.9502819 0.814659 1.4071002 1.0049946 0.5000124 1.1907651 1.2180214
#> [2,] 1.3411199 1.451220 0.6100037 0.5253239 1.5811814 0.4898763 0.7457178
#> [3,] 0.9826350 1.031187 0.9429429 1.0285945 1.0164048 0.9687291 1.0445464
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.1194891 1.1910615 1.2040967 1.0454451 0.8009668 1.1443751 1.405271
#> [2,] 1.0698387 0.8830228 0.6856903 1.0283216 0.8502908 1.5484277 1.199905
#> [3,] 0.9906565 0.9941481 1.0461060 0.9232015 1.0607755 0.9430219 1.024624
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.9385852 1.149028 0.8158895 0.9326385 1.3418894 1.2779476 0.8538784
#> [2,] 0.9123409 1.122649 0.8863771 0.8846573 1.5486787 0.8618252 1.6077269
#> [3,] 0.9599229 1.028728 0.9917752 0.9846895 0.9796314 1.0169825 0.9974983
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.9297377 0.8966136 1.2831116 0.7194267 1.1043813 1.0219651 1.0309728
#> [2,] 1.0046125 0.5922034 0.8709741 1.4120059 1.1433656 0.8001098 0.5380518
#> [3,] 1.0160678 1.0076218 0.9792186 0.9938896 0.9861821 1.0124907 0.9985880
#> [,302] [,303] [,304] [,305]
#> [1,] 1.185555 1.1930452 0.824465 0.9852881
#> [2,] 1.020672 1.0497208 1.165626 1.1555072
#> [3,] 1.003635 0.9921645 1.022728 0.9941879
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.0123526 1.177950 1.1660121 1.134784 0.9458725 1.0591185 1.0545408
#> [2,] 1.2297050 1.077734 0.8641427 1.089467 1.4026870 0.9862532 0.8412332
#> [3,] 0.9646192 1.033476 0.9460194 1.014909 0.9594797 1.0593756 0.9407153
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.1471389 0.8685792 1.1475096 1.0694464 1.1362276 0.7991468 1.0845170
#> [2,] 0.9865798 0.9499373 1.0942790 0.7858102 0.9065862 1.3523120 0.9527447
#> [3,] 1.0100673 1.0671878 0.9281552 1.1007148 0.8604479 1.1103959 0.9232079
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.8374196 0.8592293 1.143508 1.0161665 0.9264174 1.1267773 0.9018528
#> [2,] 1.1458397 0.8022158 0.805044 0.8868783 1.3928321 0.6631538 0.7066381
#> [3,] 1.0360701 0.9379588 1.051417 0.9869485 0.9771355 1.0096775 1.0424092
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9678475 0.9681909 0.6871603 0.8444781 0.8050292 1.1320758 0.6721023
#> [2,] 2.0272588 0.7765660 0.5889335 0.8002033 1.4593673 0.7271863 1.4167338
#> [3,] 0.9299978 1.1227295 0.8574919 1.1463718 0.8515565 1.1496713 0.8527446
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.8511052 0.8736655 0.9247179 1.1736171 0.7879139 0.8544890 0.9562136
#> [2,] 1.0997033 1.3211860 1.6526932 1.0703391 1.7992834 0.8252303 1.1654337
#> [3,] 1.0975180 0.9659646 1.0544103 0.9353226 1.0564618 0.9391637 1.0689597
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.1083000 1.017610 1.2390414 1.1428349 0.8268406 1.0243038 1.1981108
#> [2,] 1.7478481 1.174606 0.9816046 0.8880362 1.0987655 0.9298813 1.0868620
#> [3,] 0.9999077 1.033494 0.9829579 1.0448186 0.9797977 1.0023908 0.9897974
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.3933779 0.9991779 0.8270805 0.8932041 0.7218374 1.401136 0.8186676
#> [2,] 0.7691295 1.1658524 0.9098495 0.8328389 1.2614584 1.542745 1.0461841
#> [3,] 1.0199230 0.9329389 1.0233545 1.0251057 0.9509444 1.017279 0.9647715
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.8677400 0.9358730 1.0295966 0.9177832 0.9169236 1.019899 1.1426618
#> [2,] 1.3248487 0.8709013 0.8353135 1.0740212 0.8599789 1.008330 1.1471770
#> [3,] 0.9842825 0.9877273 1.0053042 0.9948814 1.0225499 1.024217 0.9743491
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9956872 0.9591568 1.1875017 0.9803284 1.129375 0.8867939 1.095281
#> [2,] 0.5272185 0.7328480 0.6924687 0.6835128 1.054455 1.2638341 1.208359
#> [3,] 1.0309472 0.9830685 1.0456139 0.9335100 1.102091 0.8866323 1.114371
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.0821316 1.2817406 0.9734239 1.1717390 1.2761119 1.2105863 1.424255
#> [2,] 0.9794160 0.7421349 1.3413281 0.7243784 0.5382603 1.1352582 0.890040
#> [3,] 0.9041882 1.1064060 0.9317113 1.0159921 0.9943789 0.9596244 1.061280
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.9866762 1.059296 0.9575593 0.9988185 1.0083924 1.127928 0.9386240
#> [2,] 1.1807057 1.318775 0.6940179 0.6649654 1.1040561 1.540579 0.8917188
#> [3,] 0.9432227 1.064002 0.9070212 1.0546983 0.9641853 1.020784 1.0672404
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.8656158 0.8502665 0.8959267 1.0164154 0.8283459 0.8310595 1.186877
#> [2,] 0.8288944 0.5787151 1.4719417 0.8715732 0.7135087 1.2615535 0.935414
#> [3,] 0.9856679 0.9771673 1.0451446 0.9481692 1.0986115 0.9512168 1.040693
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.9865960 1.0265107 1.0956445 1.044867 0.8015724 0.8680618 0.8110970
#> [2,] 0.6073980 0.8711956 1.1002850 1.256974 1.2769496 0.9217792 1.1080953
#> [3,] 0.9425565 1.1158211 0.9020047 1.067631 0.9495436 1.0806844 0.9613859
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.8984132 1.0956055 0.8810719 1.365818 1.0011536 0.9841659 0.9941451
#> [2,] 0.9346865 0.7248919 0.9989631 1.383497 0.8351695 0.6250084 1.1538622
#> [3,] 1.0182239 0.9786091 0.9862945 1.023451 1.0240008 1.0298492 0.9215228
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.9232257 0.6813141 1.280171 1.0374795 0.9149142 1.0586729 0.8863999
#> [2,] 0.7780655 1.5618019 1.307511 1.0180813 1.0765676 1.5678786 1.0077406
#> [3,] 1.0687107 0.9646504 1.032548 0.9427087 1.0358968 0.9566684 1.0124059
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.0146158 0.9806802 0.8973303 0.9970176 1.184416 0.7608703 0.9585668
#> [2,] 0.6819464 0.6571371 1.5852761 0.9927990 1.286579 1.4635977 1.1247701
#> [3,] 0.9746655 1.0809625 0.9595419 1.0015638 0.988591 1.0315330 0.9326954
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.007766 0.8743019 1.2226643 0.9738869 1.073157 1.2648113 0.8240795
#> [2,] 0.731646 0.9157181 0.9415541 0.9588710 1.063150 0.9560137 1.1611419
#> [3,] 1.073609 0.9178073 1.1175965 0.9253090 1.030838 0.9778543 1.0425799
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.981010 0.807915 0.8614733 1.275683 1.035728 0.7752781 1.1068048
#> [2,] 1.170360 1.096074 0.9991337 1.398994 1.132385 1.8068129 0.8162344
#> [3,] 0.943056 1.048893 1.0075958 0.992099 1.014711 1.0211508 0.9746624
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.0489154 0.9636715 0.7481525 1.009085 0.9641339 0.9588070 1.2242549
#> [2,] 1.0783234 0.7689356 0.7817798 1.297995 1.3326745 0.7121061 1.1007584
#> [3,] 0.9853395 1.0386764 0.9337752 1.064196 0.9337466 1.0057073 0.9658024
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.119063 1.026502 1.4624040 1.215703 1.0912820 0.8407190 1.0522379
#> [2,] 1.127962 1.818807 0.9595172 1.337588 0.7701081 0.7938491 0.8445697
#> [3,] 1.008724 1.024727 0.9752156 1.007808 0.9764976 0.9981476 0.9656126
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.0659628 1.1724715 1.006894 1.5400720 1.2403100 0.985494 1.13772
#> [2,] 0.8237781 0.9447607 1.429160 0.6249949 0.7048247 1.115711 1.30129
#> [3,] 1.0459283 0.9424240 1.037280 0.9824158 1.0261132 1.007552 1.04607
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.2217084 0.9931239 0.8854791 0.9150005 1.193546 1.1141936 0.8403171
#> [2,] 1.6814117 0.8605202 0.8001101 1.3304458 1.020480 0.6940659 1.1046012
#> [3,] 0.9422133 1.0534764 0.9448058 1.0909536 0.911031 1.0965287 0.9349898
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.116780 0.8048043 0.9650431 1.1482606 1.1543248 0.9172120 0.9693137
#> [2,] 1.087832 0.9221885 0.9057450 1.7940583 0.7462926 1.0196300 1.0134683
#> [3,] 1.059981 0.8993342 1.0427241 0.9844656 1.0602478 0.9678983 1.0231496
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.133898 1.103254 1.010361 0.9991051 1.1484001 1.0907023 0.9476951
#> [2,] 1.045270 1.271307 1.408930 0.7787370 0.8593439 0.9966770 1.7752409
#> [3,] 1.010483 1.004955 1.024400 1.0364991 0.9938256 0.9506295 1.0573490
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.0722873 0.9229665 0.9467967 1.158899 1.098536 0.9157377 0.8445293
#> [2,] 0.7931256 1.3200944 0.9441199 1.011632 1.034011 0.9059464 0.9846218
#> [3,] 0.9433586 1.0756860 0.9388871 1.019242 1.004035 0.9728219 0.9566435
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.066357 1.3475005 0.9633530 1.146843 1.2767776 1.0477259 0.8920029
#> [2,] 1.148113 0.5798867 2.3563231 1.572055 1.2074286 0.8771121 1.1249765
#> [3,] 0.988604 1.0406583 0.9756039 1.066795 0.9636988 1.0498778 0.9460508
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.035368 1.007609 1.0047554 1.0517842 0.9351553 1.2239879 1.1101834
#> [2,] 1.786697 0.581618 0.7194480 0.7278095 0.6534085 1.2469752 0.7636408
#> [3,] 1.030752 1.000628 0.9890399 0.9914298 1.0206698 0.9895994 0.9842484
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.0382728 0.7160557 0.9538664 1.0229553 1.0536457 0.8814355 0.8374491
#> [2,] 0.6762933 1.0270127 0.6989111 1.0718897 0.6848792 1.7799475 0.7936993
#> [3,] 1.0304129 0.9971506 1.0063868 0.9753549 1.0186791 0.9772140 1.0270973
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.8701518 1.0472028 1.2124335 0.9649303 0.9218739 1.005825 0.9476907
#> [2,] 0.6632477 0.6788260 1.0471050 0.8501859 1.4509475 1.102787 0.9648627
#> [3,] 0.9727571 0.9905372 0.9926528 1.0503878 0.9375718 1.108844 0.9482657
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.8659656 0.9883230 0.9236251 0.9979309 0.9744029 1.0280551 1.3299559
#> [2,] 1.1188873 1.0280944 1.1458764 1.1289473 0.8490139 0.7910167 0.9757133
#> [3,] 1.1010020 0.9617814 1.0167438 0.9985751 1.0038169 0.9721634 0.9931767
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.1436033 0.9631767 0.9177200 1.1873242 1.0830817 1.145156 1.0140871
#> [2,] 1.0466362 0.8018472 0.8774307 0.7710426 0.7127541 1.119229 1.6048834
#> [3,] 0.9985546 1.0786071 0.9753458 1.0253634 1.0173238 1.029231 0.9386124
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.0016846 0.9691672 1.318102 1.1863532 1.0145161 0.9649430 0.9774132
#> [2,] 0.8625932 1.5468115 1.067868 0.8550442 1.4302270 1.5064155 1.0647205
#> [3,] 1.0574501 0.9665213 1.019807 0.9997605 0.9979199 0.9840478 1.0275074
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.2621667 0.9988632 1.0120105 1.289994 0.9481582 0.9392027 1.408989
#> [2,] 0.8901586 1.1948151 1.1688819 1.389692 1.0462117 1.0156467 1.705320
#> [3,] 0.9949274 1.0235040 0.9881042 1.045300 0.9987336 0.9651972 1.051423
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.0697956 1.031676 1.0316075 1.121401 1.3075308 0.9453324 0.9283566
#> [2,] 0.9003901 1.162504 0.9894013 1.397885 0.7862057 0.9453973 0.8070419
#> [3,] 0.9017935 1.123427 0.8932384 1.107237 0.9487242 1.0644508 0.9036910
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.1589830 1.0421661 1.1762475 1.016628 1.0586524 1.095576 0.9122081
#> [2,] 0.8654192 1.1244328 0.7384753 1.009027 1.1604356 1.372262 0.9708722
#> [3,] 1.1076924 0.9671284 0.9945656 1.056026 0.9304148 1.075148 0.9215718
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.8134182 0.7912802 0.8410164 0.8742182 1.0971496 0.9590489 1.2118769
#> [2,] 1.1090447 0.6706448 0.8949671 1.1485216 0.8410287 0.8569722 0.8098458
#> [3,] 1.0566097 0.9599682 1.0307736 1.0088775 0.9629440 1.0110448 0.9892541
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.2261858 0.9151838 1.2441878 0.8958856 0.9133360 0.9447199 1.016052
#> [2,] 1.1473032 1.1340820 0.5977684 1.1322679 0.5736843 0.7100537 1.036620
#> [3,] 0.9804788 0.9768636 0.9863257 0.9432466 1.0981352 0.8891724 1.079187
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.9994727 0.9985138 1.0462744 0.8356047 1.5150010 1.2238456 1.0325427
#> [2,] 0.8908873 0.9573974 1.3000629 1.5008032 0.8479466 1.2000779 0.9308141
#> [3,] 0.9250140 1.1590218 0.8791223 1.0991837 0.9306141 0.9975922 0.9894787
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 1.050057 1.267311 1.1637268 0.8586666 1.0769299 1.1107777 1.1277897
#> [2,] 1.195071 1.391131 0.9624003 1.0194012 0.8467760 0.6715556 1.4110662
#> [3,] 1.036846 1.016212 0.9825530 1.0894528 0.8920592 1.0507648 0.9483548
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.9035147 0.7966971 0.9743524 0.9489777 0.9534437 1.2347899 0.9255309
#> [2,] 0.8726854 1.6724254 0.9538476 1.6266512 0.9444600 0.8908675 1.0387400
#> [3,] 1.0008913 0.9886152 0.9821114 0.9975170 1.0131636 0.9897252 0.9584010
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.8949509 1.0835215 1.4671462 1.1527701 1.0917152 0.9300359 1.0430706
#> [2,] 0.8590787 1.0525528 0.6653835 1.4140737 0.8299204 1.0848189 0.8984004
#> [3,] 1.0039107 0.9920885 1.0084824 0.9764795 1.0245559 0.9886592 0.9828358
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.9090994 0.7778097 0.8649869 0.8549449 1.388574 1.0619714 0.996212
#> [2,] 0.8673887 1.3599238 0.9919004 1.5210382 1.497134 0.9524162 1.344572
#> [3,] 0.9661471 0.9824062 1.0585452 0.9250505 1.089069 0.9854425 1.061026
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.6847205 1.0649634 1.2077827 0.6480332 0.9234515 1.0516725 0.6959019
#> [2,] 1.3428583 1.0438811 0.8211477 1.2533589 1.4324441 1.1532348 0.7801084
#> [3,] 0.9768721 0.9910014 1.0191450 0.9730029 1.0347337 0.9066375 1.0662979
#> [,302] [,303] [,304] [,305]
#> [1,] 0.8270147 0.9773575 1.1204278 1.0548014
#> [2,] 0.5191153 0.7244606 1.5635869 0.9350438
#> [3,] 0.9498841 1.0521268 0.9289161 1.0272250
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.9719048 1.2465809 0.9128602 1.019932 0.9902785 0.8764646 1.0976042
#> [2,] 1.1168989 0.8191435 1.1188448 1.165442 1.4206258 0.9510426 0.8664307
#> [3,] 1.0154747 0.9798696 1.0316657 0.964979 1.0378356 0.9734286 1.0276423
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.8101912 1.1727228 1.147046 1.2017097 0.8696959 0.9619723 1.200066
#> [2,] 0.9217894 0.6684769 1.198197 0.6609466 0.9596254 1.3426108 1.307615
#> [3,] 0.9679329 0.9913666 1.036684 0.9635191 1.0130173 0.9763755 1.016955
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.9684269 0.948980 0.9292128 0.9425405 1.0025231 0.9642045 0.7459384
#> [2,] 1.1136810 1.221796 0.9754444 0.8112163 1.0659654 0.8964870 0.8644273
#> [3,] 0.9776681 1.008260 0.9667621 1.0179303 0.9803837 1.0478096 0.9858383
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.1306761 1.3864484 0.9789037 0.8265025 0.7735890 0.7210743 0.9131262
#> [2,] 0.5715182 0.5778780 0.7415081 0.9469021 0.9588528 0.5974514 0.5811496
#> [3,] 1.0312892 0.9609253 1.0382881 0.9935912 1.0010318 1.0078591 1.0187351
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.8484842 0.8479774 0.7762229 1.333545 0.9914844 0.8015470 1.014431
#> [2,] 0.9296510 1.2019662 1.2055455 1.137092 0.9033479 1.1916405 1.472168
#> [3,] 0.9756821 1.0540323 0.9639604 1.001735 0.9799111 0.9722439 1.008378
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.851184 0.7516949 0.8366572 1.048637 0.7559910 1.0570446 1.0137156
#> [2,] 1.149177 1.3871613 1.1939902 1.179693 1.1426562 0.9279402 0.9700844
#> [3,] 1.000125 0.9852757 0.9837440 1.032946 0.9682702 1.0171889 0.9683538
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.225549 1.3013648 1.3866438 0.8937832 1.1013836 1.0938531 0.9471416
#> [2,] 1.197472 1.9165779 0.6846064 1.3825392 0.7756316 1.7841110 0.9834814
#> [3,] 1.010057 0.9931121 1.0013795 0.9775741 1.0212013 0.9719785 1.0363320
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.8063792 1.2492626 1.140905 0.9378937 1.069947 0.9324279 0.9024851
#> [2,] 0.9998446 0.7529652 1.179586 1.0768253 1.455001 1.1831829 1.4216570
#> [3,] 1.0005027 0.9817185 1.001546 0.9907493 1.032563 0.9818112 1.0457822
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.0454488 1.345914 0.8126938 1.0422436 1.033604 0.9528046 0.8029249
#> [2,] 0.6946860 1.031508 0.7325359 0.8356613 0.634343 0.8708597 1.1549545
#> [3,] 0.9743736 1.047387 0.9807508 0.9892653 1.036182 0.9905766 1.0148282
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.9562210 0.9804501 0.8682647 1.0847545 1.0458302 1.0519590 1.028533
#> [2,] 1.0177334 0.9498741 1.0332355 1.5825467 0.7660265 1.1112975 1.072648
#> [3,] 0.9805333 1.0163955 0.9818022 0.9963102 1.0202276 0.9872185 1.010674
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.9565516 0.9418918 0.9562043 1.0680663 1.3164877 1.206048 1.0223675
#> [2,] 1.0496897 0.9000544 0.6988203 0.9648932 1.2901145 1.151097 1.1586787
#> [3,] 0.9848259 1.0004258 1.0021853 1.0269038 0.9583787 1.071991 0.9750193
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.050421 1.039635 1.213582 1.1168019 1.1763420 0.9494576 0.9142448
#> [2,] 1.178438 0.637208 1.202413 0.7746027 0.6116532 0.9970205 1.0342383
#> [3,] 1.034082 0.941879 1.078517 0.9582545 1.0292848 0.9767912 1.0146472
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.8686629 1.0483184 0.8342872 0.8472788 1.0940589 0.9082448 0.6201518
#> [2,] 1.0905284 0.9547251 1.1253357 0.8154084 1.3593120 1.0867581 1.1024576
#> [3,] 0.9808658 1.0077260 0.9799520 1.0191569 0.9775642 1.0089522 1.0023936
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.0361782 1.1609730 1.1374711 0.8124032 0.9778866 1.0762748 0.9026498
#> [2,] 0.8747359 1.0785163 1.0220548 1.0831640 1.0210902 1.0242398 1.3804782
#> [3,] 0.9809395 0.9806621 0.9961077 0.9965439 0.9938711 0.9868663 1.0326570
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.0995807 1.103021 1.0840140 0.8365014 0.9232031 1.209946 1.0685022
#> [2,] 0.9123186 1.595597 1.7539177 1.4402734 0.8442448 1.479308 1.1855336
#> [3,] 0.9629922 1.020884 0.9902142 1.0240608 0.9744968 1.007987 0.9757598
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.0138247 1.0376465 1.122440 0.8601761 1.182236 0.9661388 0.9210879
#> [2,] 0.7094357 0.8388129 1.028449 1.1523080 1.379324 1.2126928 1.1619525
#> [3,] 1.0227464 0.9846299 1.018509 1.0092131 1.017937 0.9871070 1.0033672
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.1730717 0.9962416 0.8245900 1.034867 0.9427433 0.9268086 0.9744591
#> [2,] 0.8304682 0.9333703 0.7811337 0.826275 1.5124959 0.8499806 1.4545229
#> [3,] 0.9959755 1.0401297 0.9482524 1.036423 0.9631969 1.0505560 0.9601834
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 1.0120939 1.244853 0.8953761 1.067860 1.0776073 0.9240729 1.1263074
#> [2,] 0.9806113 1.276957 0.9941708 1.169401 1.1403146 0.8028983 0.9207717
#> [3,] 1.0197538 1.012906 0.9534643 1.024336 0.9756435 1.0302956 0.9581843
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.000987 0.9013486 0.9696013 1.3416864 1.2085661 0.9119226 0.9358194
#> [2,] 1.056868 0.9298787 0.8639549 1.0820120 0.8721739 0.8725149 2.1771708
#> [3,] 1.060659 0.9653577 1.0417250 0.9688492 1.0475275 0.9704214 0.9957519
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.0040344 1.1192513 1.2417372 1.3162341 1.162181 0.812731 0.9198494
#> [2,] 1.1574323 1.0239622 0.6754791 1.3467480 1.140447 1.181967 0.7816147
#> [3,] 0.9957227 0.9989343 1.0197226 0.9603361 1.046105 0.990293 1.0002248
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.9507756 1.0178984 1.1820433 1.124224 1.3470135 1.1709174 0.9435831
#> [2,] 1.0362974 0.8152748 1.2997231 1.024797 0.6331592 1.1400822 1.1270380
#> [3,] 0.9879137 1.0196199 0.9806354 1.007466 1.0100472 0.9876407 0.9918886
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.010495 0.8114734 1.0183428 0.7900215 1.1308582 1.0824911 1.0573776
#> [2,] 1.308186 0.8817691 0.8867647 1.1097342 0.9617843 0.7543344 0.7038453
#> [3,] 1.019444 0.9801263 0.9907990 1.0437312 0.9712716 1.0029768 1.0060568
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.8229028 1.0829935 0.9764482 0.8068149 0.9723789 0.9802640 1.324355
#> [2,] 1.1011466 0.9285158 1.4428046 1.1239349 0.7504538 0.5117007 0.616576
#> [3,] 1.0152671 0.9925289 1.0014143 0.9962916 1.0051157 0.9977893 0.992345
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.8897913 0.9726537 1.312705 1.0485999 0.8127772 1.2867413 0.9400727
#> [2,] 1.1466560 0.8210941 1.169309 0.7382605 0.9282341 1.2519619 1.1771810
#> [3,] 1.0405902 0.9536631 1.049299 0.9736428 1.0351477 0.9643652 1.0528142
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.0585187 0.7600971 1.1122438 0.8807439 0.8776978 0.9646761 0.9793251
#> [2,] 0.8169809 0.7422862 0.9776352 0.7638918 0.8704003 0.8203248 0.8604746
#> [3,] 0.9477573 1.0409908 0.9796478 1.0185868 0.9981586 1.0349060 0.9674022
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.1549273 0.7823383 1.2432136 1.3790404 1.2159543 0.9962474 1.0836874
#> [2,] 0.5422364 0.7946577 1.1499359 0.7742347 1.0971999 1.3314279 0.9666460
#> [3,] 1.0305821 1.0032265 0.9956258 1.0028609 0.9869834 0.9974567 0.9878967
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.1757259 0.7024939 0.9265409 1.4016458 1.0741007 1.0811609 0.9498991
#> [2,] 0.9231919 0.7079390 0.7554012 0.7601416 0.7160877 1.4424070 0.5583066
#> [3,] 0.9778803 1.0510169 0.9627441 1.0175657 0.9899260 0.9909853 1.0113992
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.8802792 0.6918683 0.9798445 0.9445465 1.1080674 0.9066208 0.9799683
#> [2,] 0.8640191 1.6754148 0.9712486 0.7986962 1.0910427 1.5955881 0.7179635
#> [3,] 0.9882170 1.0232398 0.9811642 1.0031140 0.9775079 1.0293386 0.9722416
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.1129892 1.0424611 1.0913746 0.9527929 1.076918 1.0500674 0.9369136
#> [2,] 0.5592156 0.7865502 0.9767404 0.9171002 1.138783 1.1129881 0.9680825
#> [3,] 1.0595351 0.9576639 1.0540588 0.9293086 1.079387 0.9242752 1.0274381
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.9562555 0.8902158 1.061191 0.9738545 0.9664465 1.133115 0.9713029
#> [2,] 1.0101938 0.8400580 1.221221 1.0702064 0.9217989 1.125354 0.7935194
#> [3,] 0.9912035 1.0023063 1.004641 0.9851650 1.0102628 1.015965 0.9946421
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.065163 1.075002 0.8567119 1.4936342 0.8449469 1.2446333 1.0166013
#> [2,] 1.352506 1.402266 1.0276093 0.6961211 0.9537319 1.2360160 0.7775154
#> [3,] 1.012499 0.989831 1.0107657 0.9848168 1.0409545 0.9693187 1.0347232
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.9543823 1.2682596 1.102153 0.9109186 1.341915 0.9235717 1.092235
#> [2,] 1.0808040 0.9502945 1.027216 0.8893130 1.054887 0.9529154 1.167615
#> [3,] 0.9914859 1.0014551 1.018436 1.0040525 1.031477 0.9488646 1.031914
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.9493487 0.9382251 0.8154669 1.109942 1.1058434 1.1853340 0.6782174
#> [2,] 0.8267011 1.4890833 0.9477893 1.625172 0.6585159 0.8055043 0.7929298
#> [3,] 0.9723935 1.0390607 0.9472104 1.045738 0.9530985 1.0471061 0.9738920
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.172175 0.7399969 1.157358 1.1366013 1.3044762 1.0072701 0.7738145
#> [2,] 1.069024 0.7839983 1.267705 1.0463231 0.8968661 0.8750690 1.0624914
#> [3,] 1.022493 0.9904379 1.006268 0.9699758 1.0420020 0.9622644 1.0236791
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.9668779 1.172541 1.5446122 0.9389503 1.172920 1.131202 0.9261484
#> [2,] 1.3938543 1.035254 1.0881717 1.1794111 1.073119 2.035404 1.0664774
#> [3,] 0.9684298 1.046853 0.9761015 1.0753042 0.932848 1.041070 0.9460290
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.8933636 0.8091153 1.070628 0.9531064 1.041923 0.9978522 1.0404079
#> [2,] 1.7800312 0.9071031 1.452986 1.0040943 0.812624 1.1639194 0.6572303
#> [3,] 1.0396721 0.9723559 1.037691 0.9892898 1.001906 0.9915106 0.9957575
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.1094056 0.8714558 1.1824182 1.1278130 0.8859229 0.8294283 0.8938414
#> [2,] 0.8019953 1.2921744 0.8464898 0.7684056 0.9107182 0.7762235 0.7608098
#> [3,] 0.9756392 1.0405693 0.9717578 1.0381548 0.9870394 1.0229269 0.9891665
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.7527761 1.079089 1.262596 0.9175573 1.1229857 1.1121679 0.9954851
#> [2,] 0.9248233 1.012186 1.368914 1.0405339 0.9191517 0.9865295 1.0780840
#> [3,] 1.0137467 1.001542 1.005711 0.9985678 1.0122359 0.9852219 1.0280337
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.9324671 1.0197585 1.237390 0.9209778 1.0461909 0.8260215 0.9306177
#> [2,] 1.1946788 0.8001777 0.862554 0.7743560 0.9758533 1.7989847 0.9892898
#> [3,] 1.0282113 0.9746657 1.022636 0.9828494 1.0401217 0.9849261 1.0066058
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.9684880 0.601664 0.7944836 1.3452630 0.9665470 1.209818 1.0634177
#> [2,] 0.7262365 1.010927 0.8801344 0.9071606 0.7803353 1.230741 0.8023145
#> [3,] 0.9932820 1.021449 0.9650033 1.0544494 0.9617623 1.023123 0.9625514
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.0497944 1.0660948 1.6644233 0.8800226 0.9082605 0.9287540 1.147396
#> [2,] 0.8273547 0.7340271 0.9819192 1.3866811 1.1853653 2.1770213 1.240195
#> [3,] 1.0482216 1.0245024 0.9949366 1.0039774 1.0190412 0.9978248 1.002186
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.0527828 1.285185 0.8257842 1.0141880 1.0168954 0.7083697 0.9270682
#> [2,] 1.2558620 1.347211 1.1658002 0.5955072 0.9300430 1.3384326 1.2178582
#> [3,] 0.9908093 1.014344 0.9948979 1.0182934 0.9996684 1.0218114 1.0017054
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.8585182 1.160907 0.8444386 0.7285647 0.9126347 1.1410974 0.7450171
#> [2,] 1.3408092 1.169957 1.0144351 1.0772161 1.4924944 0.9200004 0.7480028
#> [3,] 0.9927486 1.020252 0.9930610 1.0104034 0.9824438 1.0149635 0.9774773
#> [,302] [,303] [,304] [,305]
#> [1,] 1.001550 0.7902906 0.7504547 0.9161096
#> [2,] 1.084509 0.6998122 0.7621065 0.9749082
#> [3,] 1.017801 0.9559446 1.0534477 0.9595516
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.9984940 1.049079 1.089872 0.8963222 1.161902 0.8804681 1.0324137
#> [2,] 1.1915879 1.079200 1.075534 0.9821492 1.163372 0.7188980 0.8394442
#> [3,] 0.9863058 1.005108 1.004629 0.9906239 1.021553 0.9713319 1.0147007
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.0832333 0.9647322 0.8762979 1.0460436 0.7732354 1.234053 1.1097383
#> [2,] 0.8958991 0.8954885 1.0284814 0.7274911 1.2300675 1.126089 1.1886093
#> [3,] 0.9861950 1.0177258 0.9793206 1.0246238 0.9695750 1.030370 0.9783512
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.9054085 1.047586 1.1465957 1.1225857 1.1094387 0.8635041 0.8655737
#> [2,] 1.5575169 1.502593 0.9521998 1.1584915 0.9831388 1.0921401 1.1904201
#> [3,] 1.0205953 0.983628 1.0119924 0.9880527 1.0001057 0.9965954 0.9931843
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.8618443 1.0036856 0.9035227 1.4345435 1.0438465 1.1124615 1.0509601
#> [2,] 1.4776438 0.9363455 1.2296003 0.8420934 0.9278528 0.9500766 0.6117883
#> [3,] 0.9990095 1.0102750 0.9950955 1.0164482 0.9786670 1.0137607 0.9922837
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.8042738 0.7640924 0.7746407 1.0881147 0.9863003 1.0614442 1.331710
#> [2,] 1.1962202 1.4270953 0.9600334 0.9312704 0.9381291 1.1141816 1.041031
#> [3,] 1.0060249 1.0014026 1.0068419 0.9876054 1.0136183 0.9780136 1.032403
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.8858202 0.9016994 1.1421212 1.0738804 0.9787651 1.197961 0.7624255
#> [2,] 1.0231149 1.0635336 1.0381261 0.7750663 1.1127649 0.969775 1.4088202
#> [3,] 0.9777498 0.9953985 0.9880895 1.0078999 0.9744675 1.017495 0.9858905
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.181398 1.1174341 0.9398158 1.1320886 0.8026133 0.9216248 0.8760535
#> [2,] 1.583473 1.2074073 1.1438699 0.9868675 1.0206459 1.4084208 1.0055739
#> [3,] 1.015703 0.9871574 1.0122995 0.9810265 1.0128417 0.9857014 1.0035906
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.0135872 0.8789962 1.134653 0.9031818 1.109391 0.9703088 0.8530521
#> [2,] 0.8030956 1.2574059 1.108029 0.9245862 1.063453 0.7850599 1.5181191
#> [3,] 1.0094675 1.0039450 1.005301 1.0009852 1.004971 1.0017089 0.9993320
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.0084403 1.2141244 0.8899362 1.3862144 1.0799671 0.8533470 0.8324802
#> [2,] 0.6806951 0.8458244 1.0276500 0.9111349 0.9694474 0.8115178 0.7446361
#> [3,] 0.9964851 1.0139487 0.9812403 1.0057685 0.9920672 1.0141159 0.9796172
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.0799074 0.8174326 0.9895335 0.7762998 0.8853328 1.0680400 1.1090820
#> [2,] 0.9412988 0.7754465 0.7110825 0.7956102 0.9918556 0.7164482 1.3294774
#> [3,] 1.0256563 0.9791089 1.0062552 0.9944415 0.9935735 1.0191154 0.9922129
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.9115637 0.8973737 1.1221442 1.3037025 0.9611734 1.012193 0.7920244
#> [2,] 1.0498678 1.4198766 0.8616272 0.7905277 1.0117140 1.333394 0.9927671
#> [3,] 0.9939461 1.0019378 1.0017596 0.9883873 1.0093908 1.002556 0.9963111
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.044352 1.157000 0.7640482 0.8900639 1.050227 1.250219 1.1671615
#> [2,] 1.158500 1.039304 1.7045931 1.0204020 0.652515 1.016870 0.8997984
#> [3,] 1.003494 1.002131 0.9925488 0.9995436 1.011432 0.990949 1.0121544
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.7378366 1.0137188 0.8380547 0.9975082 1.1913772 0.7961609 0.6498761
#> [2,] 0.9215774 1.1118912 0.8402777 0.8371351 1.0462780 1.1356978 1.0360472
#> [3,] 1.0057292 0.9886356 1.0046541 0.9985736 0.9881846 1.0197559 1.0036437
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.1938476 1.4599558 0.8597185 0.9793295 0.8930472 1.1118049 1.118714
#> [2,] 0.8547534 0.7689450 1.0421578 1.0881048 0.9493148 1.0120701 1.090937
#> [3,] 0.9959306 0.9921197 1.0234761 0.9694456 1.0252983 0.9674805 1.010617
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.0356387 0.8780243 0.8982828 0.8364613 0.9079709 1.017451 0.9768089
#> [2,] 1.2421983 1.1555909 1.0799789 0.9285001 0.9317819 1.019500 1.6635267
#> [3,] 0.9821199 1.0182079 0.9840290 1.0215764 0.9944491 1.013725 0.9820060
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.046219 1.0492180 0.9626012 1.1679619 1.011232 1.0093387 0.9329277
#> [2,] 1.157602 0.8923684 0.9428621 1.3044278 1.126595 1.1677885 1.3908184
#> [3,] 1.018604 0.9703691 1.0300758 0.9746593 1.007239 0.9988691 0.9899353
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.127139 1.0633223 1.237601 1.0039684 1.009369 0.8341451 1.033407
#> [2,] 1.112043 1.1747921 1.336873 0.8152152 1.395843 1.3027718 1.717149
#> [3,] 1.030294 0.9660674 1.011439 0.9913700 1.007374 0.9924454 1.005560
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.9927685 1.0137589 0.8614812 1.250690 1.1297556 0.9066243 0.9338447
#> [2,] 0.9466188 0.7215909 0.7522165 1.072781 0.8477165 1.4627657 1.0081438
#> [3,] 0.9943406 1.0005018 0.9905823 1.005851 0.9938100 1.0049205 0.9982812
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.9244069 1.1342843 1.1284395 1.0758424 1.133287 0.9347003 1.3004089
#> [2,] 1.1473237 0.8787881 0.9082578 1.2569230 1.163662 0.6925967 0.8972186
#> [3,] 1.0106959 0.9924928 1.0086440 0.9878353 1.010493 1.0009021 1.0027768
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.8650504 1.1600418 0.8263989 1.198476 0.7951551 0.7767873 0.8946788
#> [2,] 1.3591688 1.3745844 1.0224956 1.139418 0.9333003 1.1353759 0.9894034
#> [3,] 1.0088794 0.9814504 1.0036365 1.002287 1.0045914 1.0076304 0.9993084
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.1309773 0.7669164 1.042188 1.028789 1.0905888 1.106555 1.0450544
#> [2,] 0.9439555 1.0123188 1.097358 1.112282 0.6219786 1.279457 1.7876819
#> [3,] 1.0116669 0.9894371 1.001649 1.004469 0.9919528 1.003233 0.9881518
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.9769548 0.9610165 1.1344571 0.9112407 0.9243523 1.2317402 0.7168461
#> [2,] 1.1568876 0.7501647 0.9888909 1.3668055 1.5054287 1.0107465 0.8483311
#> [3,] 1.0229526 0.9792999 1.0100386 0.9895718 1.0169140 0.9684715 1.0270963
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.054723 0.9886286 1.1083871 0.9274924 1.3572351 1.0027325 0.8969826
#> [2,] 1.236505 1.2929370 1.3002237 1.1246770 1.0020528 0.4470361 0.9475609
#> [3,] 0.970192 1.0217480 0.9767001 1.0123660 0.9853857 1.0171412 0.9878882
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.067535 1.1138039 1.144298 1.0744593 0.8300529 1.2170540 1.025397
#> [2,] 1.075012 0.7557613 1.030829 1.2978241 0.8085943 0.8849745 1.112705
#> [3,] 1.013808 0.9843718 1.014784 0.9858222 1.0116355 0.9974109 1.019800
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.9472277 0.8841442 1.0250089 0.9526932 1.0900491 0.9697856 0.8649616
#> [2,] 1.0014375 0.9225861 0.9271692 0.9894222 1.5949953 0.8443016 0.8491239
#> [3,] 0.9880926 1.0019579 0.9885112 1.0194102 0.9773427 1.0275476 0.9690504
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.9730263 0.8928780 0.9565495 1.274284 1.0567953 1.237865 0.9607714
#> [2,] 0.8889624 1.0032480 1.5529087 1.194874 1.3581087 1.593246 1.6499800
#> [3,] 1.0202914 0.9835729 1.0016961 0.999360 0.9878464 1.015764 0.9873979
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 1.002676 0.8910299 0.8423156 1.3933167 0.7397270 1.031054 0.9835039
#> [2,] 1.788724 0.5757779 1.1159400 0.9402392 0.6947388 1.254352 0.8087596
#> [3,] 1.019123 0.9794426 1.0216248 0.9856256 1.0217724 0.989970 1.0048942
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.4276589 0.8429215 0.951685 0.9543121 1.4300504 0.8524178 0.9880114
#> [2,] 1.1484945 0.9672417 1.293034 1.0910329 1.0687697 0.9964839 0.7503758
#> [3,] 0.9793665 1.0133430 0.989214 1.0110646 0.9880777 1.0227641 0.9805560
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.9767347 1.1580736 0.9459075 0.9313038 0.9449713 1.0535436 1.0087831
#> [2,] 0.9163403 1.0254352 1.3714087 0.8259952 1.1183538 0.9323638 0.9985988
#> [3,] 1.0080859 0.9866131 1.0080749 0.9863804 1.0226518 0.9842151 1.0133918
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 1.3563671 0.822678 0.9783846 0.9409177 1.0685733 0.9716259 0.9007716
#> [2,] 1.1552910 1.516969 0.7779150 0.8626911 1.3103034 0.6329156 0.7305177
#> [3,] 0.9858359 1.024403 0.9816880 1.0006959 0.9914443 1.0077799 0.9970359
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.1551812 0.9457641 0.7766004 1.1350757 0.7484584 0.9413984 0.7953987
#> [2,] 0.7770222 1.2555630 0.9691251 1.2761213 1.2003240 1.2151822 1.1262884
#> [3,] 0.9969763 0.9969457 0.9954169 0.9798981 1.0105559 0.9891037 1.0176511
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.0151325 0.9810262 0.9580406 1.2647178 0.9886607 1.0007406 0.9502869
#> [2,] 0.9500185 0.8691374 1.0437385 0.6264900 0.8701728 1.2872620 1.0049635
#> [3,] 0.9944821 0.9986949 1.0052538 0.9925252 1.0049734 0.9841653 1.0132698
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.9389722 1.3139375 0.9702090 0.8955129 0.8222725 0.9572568 0.9101441
#> [2,] 1.1234749 0.9058036 1.3446220 1.0888956 0.7157064 0.7840884 0.7851360
#> [3,] 0.9836274 1.0154830 0.9889516 1.0007644 0.9755456 1.0218369 0.9692727
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.0095437 1.3001760 1.0437712 1.4760220 0.8158402 1.163515 0.9729780
#> [2,] 0.8744999 1.0802039 0.9858489 0.9462546 0.6840944 1.153477 1.3074046
#> [3,] 1.0281737 0.9877997 0.9990577 1.0051924 0.9833490 1.017172 0.9867253
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.1912836 1.0288543 1.1892896 1.0405799 0.9319395 1.222665 1.0593559
#> [2,] 1.6910216 0.7974627 0.9474074 0.8675599 0.9552041 1.135656 1.0365449
#> [3,] 0.9954905 1.0007576 0.9863796 1.0093811 0.9777891 1.008398 0.9906437
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.9590630 1.014667 0.8896225 0.987982 1.0247316 0.9650907 0.9187972
#> [2,] 1.0275815 0.827772 1.1177197 1.003467 0.7726283 0.8550769 1.0661388
#> [3,] 0.9952156 1.008985 0.9861171 1.020707 0.9859032 0.9974812 0.9947960
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.9811166 0.8139328 1.3596431 1.138907 1.1820836 1.0597401 0.9456624
#> [2,] 1.1017292 1.1629403 0.9910472 1.306922 1.0995025 1.0333167 0.8709377
#> [3,] 0.9989979 1.0159745 0.9930482 1.002608 0.9910058 0.9959584 1.0038552
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.9012584 0.9341244 1.0336012 0.9528700 0.8329161 1.0927987 1.208300
#> [2,] 0.8497990 1.2722247 0.9172746 1.0617135 1.0837747 0.8572564 1.548491
#> [3,] 1.0000091 1.0034976 0.9999762 0.9887009 1.0135147 0.9944548 1.019642
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.9092637 1.229697 1.0665737 1.095912 1.0204250 0.8239730 0.7556232
#> [2,] 1.5159811 1.024789 1.2295086 1.311411 0.8302893 0.9098025 0.8876971
#> [3,] 0.9792962 1.027213 0.9808664 1.014155 1.0116500 0.9934528 1.0065847
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 1.0657041 0.9931796 0.8999091 1.1257247 1.0061533 1.012538 0.9404560
#> [2,] 0.9959956 1.2828727 0.6833414 0.9405984 1.1392160 1.030331 0.8004464
#> [3,] 1.0147696 0.9982861 0.9995848 0.9873332 0.9997794 1.003697 0.9913859
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.1354981 0.8050377 1.2099501 0.988952 0.9275322 1.1913299 1.0113926
#> [2,] 0.7632117 0.9890756 0.7735341 1.052742 0.8805709 0.9913831 0.9755948
#> [3,] 1.0093748 0.9944700 0.9964005 1.000387 1.0073626 0.9886373 1.0019616
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.9056063 1.0922935 0.6945532 1.1503514 0.8213312 0.9053655 0.9502651
#> [2,] 1.0786777 1.4984006 0.8624160 0.8269386 1.1503285 1.5131539 1.0105631
#> [3,] 0.9955257 0.9982422 1.0068397 0.9992848 0.9983424 0.9958536 1.0052589
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.9171614 1.0349278 1.0417623 0.8808773 0.8260458 0.8297794 0.9211981
#> [2,] 1.2173802 1.1703401 0.9081237 0.7186865 0.9380544 0.9096324 0.6856043
#> [3,] 1.0061323 0.9887664 1.0091735 0.9895916 0.9972584 1.0077904 0.9934670
#> [,302] [,303] [,304] [,305]
#> [1,] 1.289511 0.9557917 1.0518513 0.8626662
#> [2,] 1.024521 0.6770606 0.9538676 0.6066919
#> [3,] 1.008134 0.9886418 0.9996505 0.9976035
#>
#>
## ------------------------------------------------
## 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