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,] 0.217094 0.000000 0.00000
#> [2,] -5.434022 2.768315 0.00000
#> [3,] -11.191545 -0.369061 25.65311
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 0.2247261 0.00000 0.00000
#> [2,] -25.9394303 13.17739 0.00000
#> [3,] -13.0977933 -10.30932 71.86981
#>
#> , , 3
#>
#> [,1] [,2] [,3]
#> [1,] 0.2023471 0.00000 0.00000
#> [2,] -30.5354221 15.50441 0.00000
#> [3,] -21.0806576 -10.92406 91.67993
#>
#> , , 4
#>
#> [,1] [,2] [,3]
#> [1,] 0.2006912 0.00000 0.0000
#> [2,] -32.8142890 16.66840 0.0000
#> [3,] -18.8164836 -11.37257 88.6696
#>
#> , , 5
#>
#> [,1] [,2] [,3]
#> [1,] 0.2227913 0.00000 0.00000
#> [2,] -31.5911155 16.04446 0.00000
#> [3,] -16.4572335 -14.52668 96.89553
#>
#>
#> $A
#> , , 1
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.83845676 -0.01479341 -0.3368075 0.3278981
#> [2,] -0.11273437 1.07895517 -0.9763305 1.2870339
#> [3,] -0.04782062 0.01635162 0.8041515 0.3457624
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.87598212 0.03812820 -0.4002027 0.7301944
#> [2,] -0.15731848 1.01516921 -0.8737047 1.0087346
#> [3,] -0.05973684 0.01077999 0.8172445 0.2757579
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.85766552 -0.008974547 -0.3578836 0.4087051
#> [2,] -0.22105186 1.009696438 -0.7988055 0.9153341
#> [3,] -0.05959949 -0.012390888 0.8247062 0.1029842
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.87294966 1.129699e-02 -0.3862271 0.5410947
#> [2,] -0.25428005 9.658872e-01 -0.7601482 0.4526048
#> [3,] -0.05979569 6.497163e-05 0.8190974 0.1834181
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.85255451 -0.0001822132 -0.3609785 0.4211399
#> [2,] -0.29269324 0.9873279008 -0.7275468 0.5414098
#> [3,] -0.07005346 0.0022393121 0.8297210 0.1868768
#>
#>
#> $hyper
#> , , 1
#>
#> [,1] [,2]
#> [1,] 2.234132 1.1454880
#> [2,] 6.153157 1.1072192
#> [3,] 3.382887 0.4932532
#> [4,] 22.651755 17.4748071
#> [5,] 26.013064 15.6841633
#> [6,] 41.449674 10.0039639
#> [7,] 2.962011 0.8364195
#>
#> , , 2
#>
#> [,1] [,2]
#> [1,] 2.314215 1.4088868
#> [2,] 12.552559 0.8112481
#> [3,] 42.138091 0.7176056
#> [4,] 30.019591 20.0003269
#> [5,] 37.035263 10.1131997
#> [6,] 31.758976 9.2089092
#> [7,] 4.036042 1.4801486
#>
#> , , 3
#>
#> [,1] [,2]
#> [1,] 2.918611 0.5543201
#> [2,] 140.904710 1.0540031
#> [3,] 410.946897 0.8837999
#> [4,] 29.901741 10.4718293
#> [5,] 73.060775 12.2613632
#> [6,] 59.890693 10.8413491
#> [7,] 4.980459 1.4372491
#>
#> , , 4
#>
#> [,1] [,2]
#> [1,] 10.950048 0.8952748
#> [2,] 187.503800 0.9380743
#> [3,] 410.351705 0.6317229
#> [4,] 51.450005 10.3724159
#> [5,] 80.413523 12.3856744
#> [6,] 94.117637 9.5858719
#> [7,] 5.630515 1.0949566
#>
#> , , 5
#>
#> [,1] [,2]
#> [1,] 5.322614 0.6041162
#> [2,] 72.687626 0.6763999
#> [3,] 1045.129916 1.0440533
#> [4,] 67.867580 9.8015969
#> [5,] 105.895746 7.6519274
#> [6,] 65.259690 5.6824767
#> [7,] 6.286722 1.1088398
#>
#>
#> $h
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -0.2587757 -2.4629633 0.63425700 0.4349116 0.9987604 -1.6859213
#> [2,] -0.4570141 -0.3603030 0.62704027 -1.7097897 0.1764323 0.7889653
#> [3,] 0.1555706 0.5481925 0.04162856 0.9828843 -0.5853547 1.2761204
#> [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 0.7194829 -1.349526 1.067979 0.8779015 1.5475489 -1.211594 1.02152769
#> [2,] -0.4845992 -0.396050 1.228711 -0.2285915 1.4880875 -0.361838 0.16684737
#> [3,] -0.7093392 -1.932378 1.491552 -1.6996437 0.9114848 -0.792121 0.03311136
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20]
#> [1,] 0.4212997 0.5914947 -1.701067 1.1958641 -0.1369815 0.2389034 -0.3446634
#> [2,] 1.5712496 -0.6254121 -0.101246 0.4499915 0.8866499 -1.8085594 0.6934652
#> [3,] 1.2217669 -1.8123982 1.749934 -1.0596207 0.9487086 -1.3076627 1.3600575
#> [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] -0.6589873 0.8275094 -0.03082497 1.1859182 -0.3831723 -1.653116
#> [2,] 1.2942810 1.0853971 0.01319253 0.1864407 -0.1858420 -0.765900
#> [3,] -0.2051277 -1.2657694 0.05971317 -0.5829832 -0.5723839 -1.913206
#> [,27] [,28] [,29] [,30] [,31] [,32]
#> [1,] -0.1523644 -1.457690 1.3430062 0.8091523 0.391774342 -0.1172850
#> [2,] 0.9042906 1.573746 0.1790140 -1.3789225 1.694513990 -0.1468578
#> [3,] 1.2479708 -1.764887 0.8928411 0.4683551 -0.002218287 -0.3104163
#> [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 0.05492578 -0.1741614 -1.6442323 1.1538702 1.18829242 -0.3786475
#> [2,] -1.79311472 -0.1700507 0.1777267 -0.1907992 0.34028121 -0.3932939
#> [3,] 1.14888380 -0.7337787 -0.6480250 0.1250782 0.04204365 -0.4864270
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45]
#> [1,] 0.5998189 -0.6685668 1.090810 -0.8193777 0.21344369 0.9765974 -0.4836545
#> [2,] -1.2248899 1.0461001 1.299417 0.8824845 0.01595542 0.7393095 -0.5247889
#> [3,] 0.6985315 1.2516827 1.553674 -1.3170586 1.23219160 1.7050713 0.4530220
#> [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] -0.5245398 0.7331555 -0.4159663 1.09888796 -0.9787594 -0.4848374
#> [2,] -0.2044704 -1.8162533 -0.1555280 -0.37209745 1.7062054 0.4734008
#> [3,] 0.6803022 -0.8948665 -0.2446674 0.08561199 0.4354991 -0.5679164
#> [,52] [,53] [,54] [,55] [,56] [,57]
#> [1,] -0.9265030 1.946306 -1.48455904 0.8630683 0.8230352 -1.281410
#> [2,] -0.1014239 1.298556 0.07533763 -0.2016721 -0.7517474 -2.598846
#> [3,] 1.9843080 -2.878291 2.43247465 -2.8115355 0.7795955 -1.478673
#> [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.09690314 -0.01428084 -0.4604268 0.831319701 0.4234447 -0.1909772
#> [2,] 1.55553280 0.72459132 -1.2835287 0.824717944 -0.5832324 -0.8270125
#> [3,] 0.36267367 -1.37235143 0.3513227 -0.004130532 -1.7187570 1.1715728
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] -0.8700970 0.48511904 1.418472 0.6544177 -0.7701449 0.1552073 0.4570464
#> [2,] -1.0730622 0.76788041 1.313580 0.2780470 0.9726715 -0.3134807 -1.4374229
#> [3,] -0.4355182 0.01030397 1.003619 -1.6899693 0.6047047 -0.1400685 -0.4442220
#> [,71] [,72] [,73] [,74] [,75] [,76]
#> [1,] -0.8457947 0.3106882 -0.4570458 -0.3320191 -0.55824287 0.1147429
#> [2,] -0.9050034 -0.8216159 0.7218242 0.6451938 0.01207088 -0.1930657
#> [3,] 0.5843506 -0.6031230 -0.9863810 -0.8137151 2.10932032 -0.2922315
#> [,77] [,78] [,79] [,80] [,81] [,82]
#> [1,] -0.6936808 -0.48018864 0.4127413 0.35171883 -1.1296212 0.66985830
#> [2,] 0.7312132 -0.05564386 -1.5596185 0.03339502 0.2082859 0.02144175
#> [3,] -0.8887942 -0.65062747 0.4391846 -1.74129471 0.6651271 -1.90381670
#> [,83] [,84] [,85] [,86] [,87] [,88]
#> [1,] 0.01506948 0.3122124 -0.1798720 0.9127694 -0.9180687 -0.269211
#> [2,] 1.89240719 0.8024415 -0.9153976 0.5667033 0.0241104 2.333562
#> [3,] 1.71151018 -1.4401891 2.1482197 -0.6107019 1.2957186 -1.829136
#> [,89] [,90] [,91] [,92] [,93] [,94]
#> [1,] -0.2447748 -1.7206828 0.2833926 -0.7181125 1.3040206 0.8782792
#> [2,] 0.4254260 0.1178549 0.6488429 -1.6177371 -0.6118657 -0.7294030
#> [3,] 2.3095421 -0.3307989 -1.7315322 -0.2942471 1.0914348 -0.4288532
#> [,95] [,96] [,97] [,98] [,99] [,100]
#> [1,] 0.7554977 -0.59712389 0.6357502 0.3764173 -0.5477301 0.3207007
#> [2,] 1.1072563 0.82183741 -0.3599685 0.8548225 0.4091930 -1.3238604
#> [3,] -0.2576395 0.03584999 1.2146655 -0.8312528 1.4201029 0.1899575
#> [,101] [,102] [,103] [,104] [,105] [,106]
#> [1,] -1.5151218 -0.2265917 -0.1513028 -1.194815 0.4719497 0.7122076
#> [2,] -1.1266727 -1.0995007 -1.3681478 1.340879 -1.3101011 1.0484013
#> [3,] -0.4559405 0.1384164 0.9705657 -1.644869 0.2424365 -0.2956840
#> [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] -0.004197101 -0.1350093 0.1364811 0.9984954 0.3779629 0.01634519
#> [2,] 0.918076967 -0.7395283 -1.4222401 0.4075147 -0.2848628 -0.58635665
#> [3,] 0.324355242 -0.1158329 0.9517176 0.1680038 -1.0999313 1.21788544
#> [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] -0.3129593 -1.0661604 -0.6021599 0.8207343 -0.5679001 0.6083451
#> [2,] 1.1995689 0.2753034 0.8609904 0.8407277 -0.3129163 0.1558897
#> [3,] -0.6976884 0.4967926 -1.1801422 1.3521199 0.5270890 -0.2667660
#> [,119] [,120] [,121] [,122] [,123] [,124]
#> [1,] -2.5247677 0.1968697 0.1862844 -0.4433133 0.6487631 0.010368547
#> [2,] -0.1783739 0.1130305 0.2292591 -0.8824851 0.2860706 -0.005475909
#> [3,] -1.0321334 0.1296566 -0.2057675 -0.6955103 0.1493657 1.275708626
#> [,125] [,126] [,127] [,128] [,129] [,130]
#> [1,] 0.4646477 0.4041815 0.00911965 0.03548752 -0.7304801 1.2297513
#> [2,] 1.5289974 0.1558648 -0.91568124 -0.55294711 0.7976923 0.2278756
#> [3,] 0.8716154 -2.4724707 2.38968218 -1.52127271 1.7680399 -0.8649473
#> [,131] [,132] [,133] [,134] [,135] [,136]
#> [1,] -0.7227638 0.3493049 -0.48476323 0.0234692 -0.5269613 -0.6520486
#> [2,] -0.4025388 -0.1082711 0.14171001 0.4871981 -0.4741410 -1.4074160
#> [3,] 1.9130792 -0.1316766 -0.08089176 -0.6105741 0.1120005 1.0738746
#> [,137] [,138] [,139] [,140] [,141] [,142]
#> [1,] 1.68807767 -0.7546662 0.1248647 0.48376242 -0.4550469 0.1644302
#> [2,] 0.05680392 0.2366906 -1.2637653 0.49584670 -0.2085280 -0.9832410
#> [3,] 0.43736133 0.5706005 0.7568321 -0.05905221 0.7341928 -1.2074784
#> [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] -1.4579829 0.6190079 0.007683018 0.3863917 0.03348525 1.85241612
#> [2,] -0.2746315 1.0950677 -1.174136899 -0.2074442 -0.03228165 0.42701036
#> [3,] -0.3726312 -1.6545135 2.479037466 -1.4071630 1.35037033 -0.01299936
#> [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] -0.5698567 0.7747688 -0.01610008 -0.1085172 -0.2628989 -1.0476148
#> [2,] -0.5307371 -0.6082593 -0.87325020 -1.3328796 0.3650181 -1.8267229
#> [3,] 0.1658599 0.9342233 -1.20737181 0.7953906 0.8164277 -0.6901206
#> [,155] [,156] [,157] [,158] [,159] [,160]
#> [1,] 0.09189118 -0.2870217 0.1808152 -0.8761937 1.065523 1.0488297
#> [2,] 0.48347741 1.5927810 0.3782440 1.2242055 -0.681983 -1.2208382
#> [3,] -1.00019359 -0.3191898 -0.6736413 1.0742202 1.000556 0.3195628
#> [,161] [,162] [,163] [,164] [,165] [,166]
#> [1,] -0.3003787 -0.08482684 -0.1257047 2.0376774 0.9136854 -0.8947272
#> [2,] -0.8812045 1.29939438 0.0713169 0.3771098 -0.2704045 0.1204287
#> [3,] -1.2364538 0.45582248 0.2765889 0.1923268 -0.8872212 -0.4720646
#> [,167] [,168] [,169] [,170] [,171] [,172]
#> [1,] -0.4169175 -0.115310 -0.3783316 0.88025526 -0.5711875 0.6559115
#> [2,] 0.6347676 -1.983386 0.6341973 0.35621090 -1.0216070 0.8438556
#> [3,] 0.4120160 1.547753 -0.2827565 -0.06699361 1.7427967 0.3766131
#> [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 0.2555163 0.3548676 1.797827 -0.6776173 0.007247732 0.9403294
#> [2,] 0.2010575 -0.1918931 -1.015769 1.0344000 1.211861433 0.7688523
#> [3,] -2.0993152 0.7817925 -1.887822 0.4131618 1.232831695 -2.3181436
#> [,179] [,180] [,181] [,182] [,183] [,184]
#> [1,] 0.3430062 -0.44896313 -0.9856998 0.7305001 1.1300869 -1.89944858
#> [2,] -1.3978532 1.38941693 -0.2642608 2.4376252 -0.2312034 0.09884343
#> [3,] 1.3603611 0.09702022 0.7900067 -1.9381132 0.2914351 1.62713161
#> [,185] [,186] [,187] [,188] [,189] [,190] [,191]
#> [1,] 0.4414989 0.3728768 -0.6655197 0.2517468 -0.7875568 0.1986098 1.3217337
#> [2,] -0.7280206 -1.4708609 -0.1993955 -0.6570397 -1.2645415 1.3352538 1.4286100
#> [3,] -0.6900000 2.4607128 -1.3434529 2.0491103 -2.7127600 1.3834187 0.2016087
#> [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] -1.5473252 -0.2037397 -0.1303985 0.7068426 0.9460495 -0.3764088
#> [2,] -0.6627147 1.8502680 -0.2596128 -0.1590759 1.0865496 0.9130564
#> [3,] -1.2693552 0.4756377 -0.8824828 0.8350057 -0.8459905 -0.5962635
#> [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.5314091 -0.9991261 -0.7556345 0.09755293 -1.4672527 -0.05636786
#> [2,] 1.4367832 -1.4732935 -0.3989847 0.67185374 -0.5061736 -0.98411632
#> [3,] -0.5453418 -2.3322442 2.2051434 -1.85728420 1.2829662 0.07345306
#> [,204] [,205] [,206] [,207] [,208] [,209]
#> [1,] 0.8894610 0.03503481 -1.3393682 -2.0378645 -0.457291 0.9235693
#> [2,] 0.2173089 0.80670561 1.8444969 0.3949341 1.110653 -0.6359282
#> [3,] -0.7016328 2.44859681 -0.2167307 0.3893474 -1.317050 -0.2045732
#> [,210] [,211] [,212] [,213] [,214] [,215]
#> [1,] -1.8348423 1.2545819 -2.4491383 0.2167702 0.97191478 -1.493793
#> [2,] 0.2871808 0.8374085 0.5217373 -0.5622627 -0.01024508 1.163544
#> [3,] 0.2862360 -2.7017234 0.2717047 -2.2702122 2.30050199 -1.082617
#> [,216] [,217] [,218] [,219] [,220] [,221]
#> [1,] 0.1985984 -1.0812495 -0.09281173 -0.07684178 -1.049441124 0.2789900
#> [2,] 0.1227798 0.2640106 0.11919470 0.56138648 0.009250839 -1.4456427
#> [3,] 1.6965919 -2.9207028 2.78354026 -1.74637513 -0.245851031 0.8551631
#> [,222] [,223] [,224] [,225] [,226] [,227]
#> [1,] -0.7628244 1.3605859 -2.0278266 -0.2632278 0.1151989 -1.6875478
#> [2,] 0.2473683 -0.4656824 0.5091059 -0.3781885 1.4283862 1.7777556
#> [3,] -1.3545349 0.9712114 0.3686786 -0.1547744 0.3006849 0.2419901
#> [,228] [,229] [,230] [,231] [,232] [,233]
#> [1,] 0.7615905 -0.4322845 1.9485754 -1.014679 0.02617852 0.9092993
#> [2,] -1.9168319 -1.5251231 -0.8492802 -1.488807 -1.36484349 1.1799678
#> [3,] 1.1676939 -0.2388553 -0.3025781 1.924306 -0.08670116 1.0973147
#> [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] -1.2909761 0.4370396 -0.2235383 -0.7919543 -0.0001997651 1.3704974
#> [2,] -0.6351387 -2.3678839 -1.2206450 -0.1237373 -0.7275829422 1.1138028
#> [3,] 0.6166851 1.0385997 -1.0889042 0.7912428 -0.6279337880 -0.1522375
#> [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] -0.05200122 -0.4228224 -0.6822317 1.2241494 -0.8561072 -0.4373539
#> [2,] 0.25894454 0.9115299 -2.4806526 0.4463235 -0.7263918 -0.8498585
#> [3,] -0.51326569 1.7242482 -0.7133498 -0.2610013 0.5864070 0.8312652
#> [,246] [,247] [,248] [,249] [,250] [,251]
#> [1,] 0.00753402 -0.1473239 0.1730797 -1.402712 -0.002262107 1.1631938
#> [2,] 0.04847858 1.3508184 0.6471159 -1.349886 0.305145082 -0.1833386
#> [3,] 0.09166080 0.6419772 -1.3559786 1.122066 -1.438515115 0.9457955
#> [,252] [,253] [,254] [,255] [,256] [,257]
#> [1,] -0.07688296 -0.5568347 -0.3068763 -1.4841929 1.2515481 -1.1894695
#> [2,] 0.27368508 0.9454725 -0.2069257 -1.8721560 1.3887849 0.8326132
#> [3,] 0.35253394 0.9424090 -0.8124728 0.5154513 -0.8386006 1.6150429
#> [,258] [,259] [,260] [,261] [,262] [,263]
#> [1,] 0.05826123 -0.1099108 1.130804 0.4667432 -0.5798998 0.04128988
#> [2,] 0.04802286 0.4384152 -0.225869 0.4473939 0.8617531 -0.49277743
#> [3,] 0.43737656 0.4538098 -1.031118 0.2959596 -0.7805644 -1.67247804
#> [,264] [,265] [,266] [,267] [,268] [,269] [,270]
#> [1,] -0.6478089 0.739655 0.5558634 -1.176197 0.6899979 -0.01357243 1.6361922
#> [2,] -0.3491929 1.275760 -1.4249193 -1.198558 0.5609654 -1.05969277 0.2672632
#> [3,] 1.8287364 -0.756095 1.3162028 -1.015939 0.7098212 -0.31366760 -1.3137185
#> [,271] [,272] [,273] [,274] [,275] [,276] [,277]
#> [1,] -1.4850008 -1.189582 -0.8376761 1.176961 -1.893173 1.6013822 -0.1941933
#> [2,] 0.4916256 1.625098 -0.6798680 -1.005562 -1.898378 1.2619340 1.2540520
#> [3,] 1.9061498 -1.940916 1.7612194 -3.467342 3.806392 -0.7875321 1.1644324
#> [,278] [,279] [,280] [,281] [,282] [,283]
#> [1,] 0.9537446 -1.403530 -0.2718959 -1.7968822 -1.18891585 -1.649445
#> [2,] -0.2034835 2.305663 0.0981668 -0.7761581 -0.09391036 1.193871
#> [3,] -0.2788318 -1.009969 1.7152547 -1.7046343 1.61067714 -1.685931
#> [,284] [,285] [,286] [,287] [,288] [,289]
#> [1,] -0.4172515 0.0007869383 -0.07462697 0.003845936 -0.2847208 -2.2411281
#> [2,] 1.4293737 0.1439649327 -1.32150308 -0.868876179 0.1698291 -1.3141814
#> [3,] 2.1755796 0.2295812299 -1.51919079 0.962885714 -0.2603183 -0.3092238
#> [,290] [,291] [,292] [,293] [,294] [,295]
#> [1,] -1.5122167 -0.03170994 -1.2466892 -0.4234828 -0.04520076 0.1285207
#> [2,] 0.7638198 1.20673957 -0.9569255 -0.3604314 -0.39363603 1.0754748
#> [3,] 0.2546733 -1.28968227 0.6916074 2.2351489 1.05469770 -1.0407139
#> [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] -0.1025898 0.19350721 -4.0217342 2.0928213 -0.2141593 0.1077287
#> [2,] 0.7501687 -0.84179086 -2.4003216 -1.2223081 0.2440543 0.4898291
#> [3,] 0.5480435 0.06632204 -0.7843615 0.3634501 -0.1747260 -1.5074927
#> [,302] [,303] [,304]
#> [1,] 0.2059133 -0.3375699 0.1229454
#> [2,] -0.8673505 1.1766135 -1.6931566
#> [3,] 3.1146802 -2.1204869 1.9552180
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -0.2576756 -1.8024898 0.6062463 -1.2159517 2.4752349 -2.0700862
#> [2,] -0.3875211 -0.4639879 0.9113439 -0.3924884 -0.5281778 0.2839015
#> [3,] 1.6865540 -3.2939256 1.3640782 0.8544322 0.4452173 -0.2114367
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0.7631692 -1.6138841 1.469659 0.4822177 -0.06798105 -0.7413518
#> [2,] -0.4701526 -0.7835938 1.135978 -0.5896692 1.22207500 -0.7281708
#> [3,] -1.0729840 1.6410486 -1.183438 0.0651781 0.59249935 -0.7878307
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] 1.7838143 -1.5708139 2.0261571 0.223200229 1.387473 -0.01125975
#> [2,] 0.3987091 1.5416262 0.6479368 -0.847499287 1.682736 0.75810070
#> [3,] 0.7037297 -0.9126545 1.4550125 0.004969521 1.663394 -0.90300008
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] 0.7638669 -0.3181062 -3.2907657 0.02267571 -0.006342505 -0.7790046
#> [2,] -0.6128290 0.7869629 1.3695615 0.15006595 -0.788944639 -0.7253049
#> [3,] 2.1642429 -1.4699585 -0.4225146 0.94703221 -0.349538446 0.3718730
#> [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] -0.7104814 -1.0352596 -0.8730949 -0.4262919 2.4586333 0.2177841
#> [2,] -1.7061317 -0.5146124 0.6548344 0.8071737 -0.4806635 -0.1652973
#> [3,] -0.1995416 0.2999936 2.6301783 -1.3720517 0.7808597 -1.2846363
#> [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] -0.1091335 0.1987823 -0.1693144 -0.02532917 -1.797964 0.6570268
#> [2,] 1.1844811 1.1309125 -1.3370368 -0.67212079 -1.348529 0.8085035
#> [3,] -0.7212169 -0.7098089 1.9004204 -0.84598651 1.495911 -1.8284765
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 1.394787 -1.2969720 0.5672994 0.6240963 1.629496 -1.98261307 0.00231611
#> [2,] -1.026754 -0.8421299 -0.8506578 0.2992509 1.353485 0.27004753 0.42432983
#> [3,] 1.764222 -0.1495606 0.1900055 0.7407484 -1.088244 0.04030125 0.03494556
#> [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.3412750 1.398293 -0.808530190 -0.05387134 0.3611089 1.3157918
#> [2,] 0.7916734 1.641066 0.001721697 -0.89840221 -0.2869047 0.5135113
#> [3,] 0.4337447 1.532903 0.065683750 -0.62290355 0.1154898 1.2539158
#> [,50] [,51] [,52] [,53] [,54] [,55]
#> [1,] -1.23062721 -0.4648704 -1.1569498 1.7325693 0.5348406 -0.2513434
#> [2,] 0.45227766 0.6914125 -0.1540138 0.8818923 0.5332638 1.4136435
#> [3,] -0.07810764 -1.4351565 2.6344683 -1.5233032 0.2710561 0.6165391
#> [,56] [,57] [,58] [,59] [,60] [,61]
#> [1,] 0.92778792 -0.2479148 -0.1056805 0.5780577 -0.4480416 -0.04342516
#> [2,] -0.65728168 -0.5835158 0.7322349 0.1291651 -2.6222143 1.24306042
#> [3,] -0.06933844 -0.3816502 -1.2039587 -0.7161775 -1.1709085 1.13770680
#> [,62] [,63] [,64] [,65] [,66] [,67]
#> [1,] 0.01724874 -1.1683641 1.3159643 -0.27997452 0.894210109 1.2241099
#> [2,] -0.31243168 0.3521347 -1.8424853 0.56643983 1.862067453 0.7381263
#> [3,] -1.12347335 1.6210646 -0.4036909 0.01376334 -0.002498429 -0.4322297
#> [,68] [,69] [,70] [,71] [,72] [,73]
#> [1,] 0.1859598 0.8877312 -0.8562165 1.1734220 1.098444 -0.7015531
#> [2,] -1.0637475 0.1276435 0.4855635 -0.2533514 -1.299085 0.5117463
#> [3,] -0.3823411 -0.1373839 -1.0803070 0.8242653 -1.046569 0.7801061
#> [,74] [,75] [,76] [,77] [,78] [,79]
#> [1,] -0.7494418 0.2269585 0.19192923 -0.2976507 -0.2128243 -0.1096923
#> [2,] 1.1965266 0.3224633 0.01083291 0.6889301 -1.0608433 2.1112043
#> [3,] -0.3244767 0.4889093 0.38459006 -2.5599183 2.1302132 -1.5362605
#> [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] -0.8240277 0.6675693 -0.2856295 -1.183203 0.09751755 -0.8225601 1.836299
#> [2,] -0.3516927 1.3517450 0.4189819 1.504987 0.25134410 -0.8714688 -0.536717
#> [3,] 0.8880657 -1.8105943 1.2292314 -2.255348 2.78503545 -2.9913086 3.440608
#> [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] -0.5255602 -0.2805857 0.1903399 -2.1380723 1.077228 -0.1466578
#> [2,] -1.9840294 2.1719891 -0.7554139 -0.7588976 1.207899 0.2900503
#> [3,] -3.6270202 1.1066376 0.4157534 -0.3106300 -1.062367 1.2437386
#> [,93] [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] 0.0560105 -0.6724218 -1.600487 1.37963501 0.03638039 1.7013209 -0.5603435
#> [2,] -0.5596068 -0.5944979 1.623916 0.03226629 0.03162838 0.2303055 0.5115207
#> [3,] -1.7926987 1.1982735 -2.175325 1.17711848 0.05645352 0.6600558 -1.1023778
#> [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 2.5618638 0.2072279 -0.4541745 0.32036011 -0.5907599 0.1663054
#> [2,] -1.9167341 0.5161193 -0.6388864 -0.07955925 1.0970954 -0.6885699
#> [3,] 0.6323313 0.4868752 -0.2278642 -1.83558164 1.2594064 -1.5262058
#> [,106] [,107] [,108] [,109] [,110] [,111]
#> [1,] 0.91365625 -1.0955311 -0.3401072 -1.1204378 -0.6041514 -0.04669749
#> [2,] 1.50533340 -0.9480647 -1.4964246 -0.6584799 -0.5200894 0.96092099
#> [3,] -0.08952154 0.5521987 0.3229380 0.5004230 -0.1257650 0.16377873
#> [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] -1.730758 0.08247013 -2.3007139 -0.1643468 1.4706073 -0.2887091
#> [2,] -1.562556 2.08930314 0.2182537 -1.8904965 -0.7844825 -1.2893443
#> [3,] -1.659748 1.28969867 -1.7568700 0.3686263 -1.0907459 -0.8218907
#> [,118] [,119] [,120] [,121] [,122] [,123]
#> [1,] 1.7415299 -1.4744456 0.2872524 -1.14430963 0.0309558 0.6262480
#> [2,] 0.1091795 0.5246473 -0.9546444 -1.38188719 0.1959137 -0.1732178
#> [3,] -0.4832062 1.0078862 -0.7785117 0.08194271 0.2921715 -2.3628136
#> [,124] [,125] [,126] [,127] [,128] [,129]
#> [1,] 0.61386154 -0.6549081 0.6847346 -0.11613609 -1.7107252 -0.8399713
#> [2,] -0.01075281 0.6600410 0.8164787 -1.32718231 -1.3357621 0.5070738
#> [3,] 0.71150840 0.1807455 -0.4310324 0.02487882 -0.9756436 0.4152579
#> [,130] [,131] [,132] [,133] [,134] [,135]
#> [1,] 1.8362397 -1.1999456 1.2451654 0.8145715 0.2897112 -0.1794913
#> [2,] 0.5438221 -0.2477044 -0.0253729 0.1540627 0.9032439 -1.8106837
#> [3,] -0.5677852 -0.4068969 1.1464547 -2.0126284 0.4572771 0.1140177
#> [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] -1.6810195 0.3004117 -0.7756541 0.6419452 1.8120728 0.04758459
#> [2,] 0.2251857 1.2869934 -0.6990829 -0.2148361 0.4974455 -0.32171145
#> [3,] 0.5779663 0.1174254 -2.5744084 2.8512411 -2.9336199 2.18674770
#> [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] -0.42178553 -0.1949096 0.5755704 -1.6448775 0.1413894 -1.1850017
#> [2,] -0.04339584 -0.5806081 -0.6119729 -0.7431225 0.3897408 -1.1137185
#> [3,] 0.01414392 -1.5063640 1.6108952 -2.1340592 0.9747996 -0.2309506
#> [,148] [,149] [,150] [,151] [,152] [,153]
#> [1,] 1.3274623 1.0433770 0.1908663 -1.2523272 0.63597160 -0.5800570
#> [2,] 1.1005475 -0.4302477 -0.4659241 0.8171264 0.01306807 -0.5024301
#> [3,] 0.2587389 -1.1894763 1.7566278 -1.2879224 1.02254619 -1.3624600
#> [,154] [,155] [,156] [,157] [,158] [,159]
#> [1,] 0.4840503 -0.6427808 -1.0102342 -0.5943056 -0.47094116 -0.6063247
#> [2,] -1.7663042 0.4304160 2.1676713 -0.2899599 -0.04947368 -0.5388022
#> [3,] 0.8255634 -0.9667906 0.3741174 -0.1997569 1.78804552 -0.9807949
#> [,160] [,161] [,162] [,163] [,164] [,165]
#> [1,] 1.5238705 -1.1562788 -0.8606155 -0.2314945 2.13341792 0.09026015
#> [2,] -0.8522556 -0.9068496 0.2846230 0.5313906 0.52577027 0.09954601
#> [3,] 2.1083965 -1.3672773 0.3999397 -0.2910632 -0.02880015 -1.03832927
#> [,166] [,167] [,168] [,169] [,170] [,171]
#> [1,] 0.4768705 -1.6208541 0.1020318 -0.87556874 2.6600926 -2.8684195
#> [2,] -0.9349970 1.4693160 -1.1329280 1.24307552 1.6584186 -0.6095824
#> [3,] 0.5465513 -0.5738768 0.7826795 0.05704138 0.5596439 -0.5301571
#> [,172] [,173] [,174] [,175] [,176] [,177]
#> [1,] -0.3538086 -0.5766865 1.3504663 1.59394351 -0.1769316 0.9203278
#> [2,] 0.5895372 1.5970210 0.8772281 0.05494249 0.1283928 0.7449031
#> [3,] 0.6933472 0.3522548 0.5434364 -2.30120892 1.1610472 -1.2264064
#> [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 1.7669559 0.05565586 -1.4836558 -0.8960936 0.1520588 0.6641689
#> [2,] 0.4252052 -0.85485995 0.2822474 0.5570076 1.8660430 0.6176340
#> [3,] 1.4959175 -1.31841203 0.5577509 0.8740679 -1.1649746 0.9139965
#> [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] -2.5311351 -0.7347369 1.4324512 -1.3809321 0.371133 0.3640634 -1.3693685
#> [2,] -0.1936283 -0.3171035 -0.7400313 -0.1132013 1.149953 -0.6764739 0.3664339
#> [3,] -1.3207336 -0.4940508 0.1324238 -2.2850167 2.427637 -0.2736458 0.5970693
#> [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.14664847 -0.6249487 -0.5672591 -0.7986477 1.72631985 -0.5030879
#> [2,] 1.48211757 -2.1744492 2.4510950 -0.2321291 -0.04518697 1.4931921
#> [3,] -0.02732577 -2.2033829 1.3026141 -0.3787367 1.09866322 0.5264287
#> [,197] [,198] [,199] [,200] [,201] [,202]
#> [1,] 0.03044018 -0.06870214 -0.2311819 -0.1805654 -0.9581619 -0.8264731
#> [2,] -0.10947531 0.68555078 -1.5809034 -0.7398383 0.8346981 0.7210807
#> [3,] 0.33638333 -0.69727478 -0.8688442 0.8387462 -1.5143631 0.2173601
#> [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 0.6018990 1.92992294 -0.9400097 0.5229165 -0.3808971 -0.3679654
#> [2,] -0.1709862 0.05897191 -0.0238739 1.7004646 0.1349615 0.6485645
#> [3,] 1.1063864 -1.14502593 0.6643143 -2.9011616 2.1476763 -1.1155561
#> [,209] [,210] [,211] [,212] [,213] [,214]
#> [1,] 0.1734895 1.0595708 2.0658659 -0.6403964 -2.2435030 -0.8726572
#> [2,] 0.3982008 -0.2394523 -0.6777261 1.8531749 -0.8272281 -0.5004821
#> [3,] -0.2077296 0.2766497 -0.5686604 -0.3455647 1.0070229 -0.5807690
#> [,215] [,216] [,217] [,218] [,219] [,220]
#> [1,] 0.8928173 -0.5761084 -0.1249205 -1.12244075 1.14876291 -0.1816587
#> [2,] 1.0742383 -0.4337511 0.5302291 0.20017932 0.05751009 -0.1936009
#> [3,] 1.2186579 -2.2188588 1.3125532 -0.01037313 0.89874651 -0.9174424
#> [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] -0.4757939 0.1483639 0.21361727 -0.08557893 -0.5494629 1.1935695
#> [2,] -0.8572421 -0.3346475 0.04419786 1.31789459 -1.2361103 0.9472512
#> [3,] -0.7469592 1.2497280 -0.69350064 1.54988525 -1.3499219 0.9614190
#> [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] -0.3446768 0.04597742 -1.0972234 2.1126100 -0.2800330 0.7170782
#> [2,] 1.3975132 -0.13455306 1.1710866 1.0279661 0.3146195 -1.9910039
#> [3,] -2.0501439 1.66896565 -0.7700992 -0.1380131 1.5122118 -0.6774394
#> [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.3161875 -1.328039 0.9581036 1.3596920 -1.6022476 2.77139991
#> [2,] 0.2653546 -1.064902 -0.3401718 -0.6851037 -1.9759804 -0.65343715
#> [3,] -1.3223634 1.544762 -1.8938503 1.9766202 -0.7704767 0.05451686
#> [,239] [,240] [,241] [,242] [,243] [,244]
#> [1,] 0.70345449 0.5814540 -1.1884040 -0.5981091 1.0441303 0.2241578
#> [2,] -0.01117058 0.6038256 1.0335691 -1.2740403 0.6276131 -0.3928037
#> [3,] -1.27695434 0.5083974 -0.6361697 -0.4927312 0.1555836 0.3168911
#> [,245] [,246] [,247] [,248] [,249] [,250]
#> [1,] -0.3429547 -1.6433199 0.2403241 -0.3668609 -1.8832771 0.1248208
#> [2,] -1.1935712 -0.8042783 1.3927562 0.4203272 -1.3583777 -0.7027779
#> [3,] 0.9812716 -2.5937966 1.2821622 -1.6088698 -0.1128277 1.8291069
#> [,251] [,252] [,253] [,254] [,255] [,256]
#> [1,] 0.1319980 -0.4469061 -0.3584190 0.9111332 -0.8897419 1.3609478
#> [2,] -1.1248550 -0.7217065 0.5643448 0.2228725 -0.8389502 0.7481983
#> [3,] -0.8286856 -0.2772785 -1.3200873 -0.2902506 1.4063064 -0.4251928
#> [,257] [,258] [,259] [,260] [,261] [,262]
#> [1,] -1.3420542 1.2176277 -1.0559191 0.01520664 -0.07252882 0.4847498
#> [2,] 0.4530968 -0.1991428 1.0355410 -0.41347544 0.99749200 0.3862040
#> [3,] 1.5295685 -1.3505885 0.7540146 -1.90182175 0.94096759 -2.2064067
#> [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] -1.7623662537 -0.7649721 0.001690761 1.00400992 -2.4366478 1.6856523
#> [2,] 0.4837258536 -1.3425850 1.431315225 0.05606468 -0.6283296 0.7758748
#> [3,] 0.0009041164 -1.9686311 1.431751374 -1.01145730 1.2228578 0.2022308
#> [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 0.5190325 0.1674706 -0.8450682 -0.6828968 -1.5489194 2.4188326
#> [2,] -1.2660012 0.1975098 1.5971088 1.8501413 0.1271067 0.4747301
#> [3,] -1.4420167 -0.4269490 0.2149725 -1.3986150 1.3402680 -1.8811276
#> [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] -1.1924538 -1.2941399 0.7397592 -0.02670169 -0.8952719 -0.18972285
#> [2,] -1.1998929 0.1645961 1.8760059 0.25055821 1.0194537 -0.06615885
#> [3,] 0.8366942 0.1075009 -1.5485959 0.51288390 -0.5011703 0.87502255
#> [,281] [,282] [,283] [,284] [,285] [,286]
#> [1,] -0.01645654 -0.7885034 -0.8775997 1.783905 0.91915334 0.1632128
#> [2,] -0.91846285 -0.1438323 0.0428092 -1.049790 -0.03943719 -0.5355740
#> [3,] -1.48163981 2.4177490 -1.1508530 1.783093 -0.96645269 1.1607534
#> [,287] [,288] [,289] [,290] [,291] [,292]
#> [1,] -0.8536758 0.63984346 -0.8116094 0.170587 -1.1003464 0.4414091
#> [2,] 0.3457503 -0.04549606 -1.7531553 -0.250694 1.2091611 -1.0152940
#> [3,] -1.9883945 2.06646892 -2.7962027 2.600050 -0.7771723 0.8029979
#> [,293] [,294] [,295] [,296] [,297] [,298] [,299]
#> [1,] 0.71256061 2.456372 -0.3278937 3.1422363 -1.3860632 0.3132420 1.0540013
#> [2,] 0.01168299 -1.228991 0.3868099 0.4798137 0.2597701 0.6180312 0.3151011
#> [3,] -0.22967739 1.853603 -1.1378736 0.1380711 -0.9392997 -0.8561380 0.7947326
#> [,300] [,301] [,302] [,303] [,304]
#> [1,] -0.2257816 1.71647235 1.516961965 -1.539617 0.5651594
#> [2,] -0.2998488 0.05012902 0.002172052 -1.315103 -1.0428157
#> [3,] -0.8033267 -0.43954093 1.083782066 -1.147463 2.2719699
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 0.09882718 -1.55448089 -1.0609559 -1.1228750 0.48983143 -0.4581882
#> [2,] 0.03881101 0.06421288 0.8122132 0.1546183 -0.19980713 1.8604258
#> [3,] -0.90083655 1.38035571 -0.1373474 -0.2403194 -0.02590036 1.2960945
#> [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] -1.6904811 1.2441060 2.2083092 -1.3979101 0.6365286 -1.126120 1.8275383
#> [2,] 0.9136899 -0.9470377 0.2578377 -0.6240884 0.5925924 -1.322165 0.7009447
#> [3,] -1.2406978 3.1295469 -4.9612261 2.0293066 -1.5972057 -1.328778 0.9437414
#> [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] -0.06193522 0.3934813 -0.9494902 0.8251967 0.01238846 -0.5153109
#> [2,] 0.78216008 0.1701505 -0.8490174 0.6871185 -0.17870890 -0.1526670
#> [3,] -1.72463070 1.3226498 -0.2457167 -0.1318940 -0.58108186 -0.7433401
#> [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] -0.5565149 -1.1921350 0.3634405 -0.8071716 -0.5076885 0.7415279
#> [2,] 0.6213916 0.4402619 0.1886340 1.2282058 -1.0952344 -1.9160801
#> [3,] -0.4081077 -0.5699221 1.7757109 -1.1387165 0.4831597 -1.7996126
#> [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 0.7158623 -1.8542118 0.2172884 2.6646012 -0.461067873 -1.535242
#> [2,] -0.9645778 -0.2038741 0.8943768 0.3492682 0.007644179 0.605333
#> [3,] -1.9749581 2.2179679 -0.4236170 0.4963745 0.510532342 -1.314015
#> [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 0.5517813 -1.302536 -0.3444162 0.2212780 -0.08757382 1.7797137 -1.0809904
#> [2,] 1.9506204 -1.177678 -0.6610959 0.1748974 0.73168626 0.1549087 -0.5043355
#> [3,] 1.5489737 -1.781945 0.5345648 -1.0946152 -0.92155533 2.3083269 -1.4705652
#> [,39] [,40] [,41] [,42] [,43] [,44]
#> [1,] -2.4201449 0.5695019 0.7381847 -1.37690163 -1.8350531 0.3757570
#> [2,] -0.5097389 0.7794647 1.4501583 -0.02327935 0.3818417 0.9165238
#> [3,] 1.0297224 -0.6947524 -0.7952609 -0.49228199 1.6801863 -0.9376458
#> [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 1.794208280 0.001909152 -0.170100449 1.47116452 -0.88037472 -1.9064900
#> [2,] 2.841974166 -0.787620689 -0.001708527 0.04199146 0.30217138 -0.2335855
#> [3,] 0.007648295 -1.021521398 0.050181034 -0.87927946 -0.06903372 0.9143527
#> [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] -0.4209069 0.2662447 2.4756330 0.7405619 -0.4897745 1.072836288
#> [2,] 0.4295711 -0.1066855 1.8761175 -0.1356827 -1.0053580 -0.006387283
#> [3,] -1.3536921 2.1126010 0.4291845 -0.8236400 0.3282707 0.902582046
#> [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 0.09849533 0.7800212 -0.9280874 0.1176152 -0.03676358 1.1569514
#> [2,] -1.30849825 0.1158314 1.2984732 -1.3823470 0.46843502 0.7996149
#> [3,] 0.38094614 0.3594769 -2.0674185 -0.5270456 0.74757152 -0.1553680
#> [,63] [,64] [,65] [,66] [,67] [,68]
#> [1,] -1.04269130 0.5555845 -0.9497086 -0.7681340 2.1980063 0.5103514
#> [2,] -1.27922625 -1.0284266 0.5137570 0.4167419 1.4880327 -0.2772144
#> [3,] -0.04518616 -0.8289559 1.1600379 -2.6312601 0.2026798 -0.3468132
#> [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] -1.1925885 -0.13892569 0.20720599 0.3209380 -0.56396725 -1.857822
#> [2,] -0.5024159 -0.53124907 -1.06832103 -0.5832141 0.06882889 1.460080
#> [3,] 1.0438091 0.07539323 0.09723813 0.1468679 1.48753905 -1.396318
#> [,75] [,76] [,77] [,78] [,79] [,80]
#> [1,] 0.4641880 -0.3159700 1.4485782 -2.2480924 -1.3534712 -0.59067748
#> [2,] 0.5790437 -0.3510429 0.8719669 -0.9215843 -0.5746778 -0.08224725
#> [3,] 0.6140911 -1.3906756 1.6391832 -1.1241312 1.8684130 -0.33276906
#> [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] -0.6113126 0.66224296 -0.8290949 0.02274058 -0.6328818 2.1298865
#> [2,] 2.4673294 0.07935307 1.2748467 0.05978246 0.9322297 -1.0178372
#> [3,] 1.4226776 -2.47820440 3.3030368 -2.10070923 -0.3697020 0.7438535
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] -0.6022611 0.929875 1.345929 -1.222221 0.1066664 1.191992 1.8182372
#> [2,] -2.0214415 1.510050 1.442780 -1.071462 1.0188430 -1.718123 0.1443511
#> [3,] -1.5189437 3.826356 -2.436513 1.738234 -0.3636200 1.908446 -1.5929903
#> [,94] [,95] [,96] [,97] [,98] [,99]
#> [1,] -0.19541230 -0.5753773 0.6669317 -2.2343526 2.75510490 0.0225045
#> [2,] 0.02004975 0.6929626 0.2453050 -0.4855193 0.13655139 -2.0156314
#> [3,] 0.19391316 1.7862592 -2.0217068 0.7007138 -0.03955411 -1.3967383
#> [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.0491743 -1.156338 0.0446569 -0.2836009 -0.4197599 -0.3607069
#> [2,] -0.9980708 1.531199 0.4748628 -0.2139859 1.5504543 -0.3887566
#> [3,] 3.0060440 -2.338534 3.3411055 -2.6829423 3.9437068 -2.1870624
#> [,106] [,107] [,108] [,109] [,110] [,111]
#> [1,] 1.41949964 -0.8065785 -0.1319035 -0.0377158 -0.09417234 0.8681435
#> [2,] 0.53878890 -0.4539142 0.1442801 -0.7935660 -1.01934562 -0.1378609
#> [3,] -0.02403045 -0.6507563 1.0681768 -1.1055382 0.96469970 -1.2731268
#> [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] -1.7138131 0.4460171 -0.5413653 1.4386972 0.5802185 0.7164691
#> [2,] -0.7130193 2.2953019 -0.4788440 -0.5228465 -0.7776819 -2.1776536
#> [3,] -1.4376241 0.2150923 -0.9373729 -0.1940531 -0.3235071 1.0244891
#> [,118] [,119] [,120] [,121] [,122] [,123]
#> [1,] 1.6839484 -0.05041725 2.645320 -0.60376911 0.7371968 0.73947114
#> [2,] 0.1094990 -0.83588156 -1.273732 -0.01219327 -0.5820320 -0.08080856
#> [3,] -0.9142052 0.42790002 1.881337 -0.60785074 -1.1912386 2.33162278
#> [,124] [,125] [,126] [,127] [,128] [,129]
#> [1,] 0.02761638 0.1930933 0.7723323 -0.005662187 -1.4013039 -1.1071375
#> [2,] -0.28238560 -1.3612264 1.2705699 0.019352359 -0.6302719 -0.4522921
#> [3,] -1.32351280 2.3991083 -0.3985109 1.286179740 -0.8888229 0.5748525
#> [,130] [,131] [,132] [,133] [,134] [,135]
#> [1,] -0.64772887 0.06472751 -0.09004766 -0.5726041 1.213962 0.2440454
#> [2,] -0.06169211 0.29854074 -0.43786401 -0.8313949 1.382164 -2.2092806
#> [3,] -1.72613258 0.26621926 -0.21651762 0.1044238 -1.417052 1.3635801
#> [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] -0.2132796 0.8726207 -0.3919571 -1.000423 -1.0604920 -0.5687944
#> [2,] 0.1175515 1.6165497 -0.2069999 -2.222628 0.9212854 1.8779835
#> [3,] -0.5369487 -0.6956983 1.8198477 -1.711645 2.0072142 -2.5858581
#> [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] -0.6939651 0.8979536 -0.2049724 1.2721052 0.3750974 -0.7929409
#> [2,] -0.5372082 -1.1525545 -0.2335659 0.1641230 1.1390598 0.6308053
#> [3,] 2.0890436 -0.7611123 0.9353232 0.2574043 -0.8091039 0.6517250
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] -0.1237537 0.1959924 -2.7489374 1.732260 0.6348343 -1.0447860 0.4021383
#> [2,] 0.7588395 -0.1670217 0.3901594 0.371921 -1.2193438 -0.5628878 -0.7766187
#> [3,] -0.8960918 2.4140384 -1.1598153 1.006117 -0.6753635 -2.9296655 1.4844954
#> [,155] [,156] [,157] [,158] [,159] [,160]
#> [1,] -0.9888569 -0.7919286 -0.1405386 -1.0028330 -0.2306632 2.4359230
#> [2,] -0.4751388 2.4202921 0.1974190 0.8076487 -1.4193257 -0.1135553
#> [3,] -0.3566453 -0.2747181 0.3821558 -1.9371837 0.3233714 0.3190593
#> [,161] [,162] [,163] [,164] [,165] [,166]
#> [1,] -2.3462800 0.090766 0.117071928 -0.10467472 0.6411068 -0.2648643
#> [2,] -0.3134996 1.162020 0.006741354 -0.07715594 -0.2372266 1.6637886
#> [3,] 0.1339526 -2.124259 2.206651688 -1.03788966 0.7568980 -2.0288880
#> [,167] [,168] [,169] [,170] [,171] [,172]
#> [1,] -0.2993808 1.8648826 -2.1171331 2.6687476 -1.69005982 -1.55191187
#> [2,] 1.2505362 -2.2323685 0.1243711 -0.3263457 -0.01157415 -0.03577834
#> [3,] 0.7936689 -0.1341094 0.5500065 0.5929167 -0.88509308 -1.41613027
#> [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 1.0356292 0.02637056 -1.625540 0.69230152 1.1220570 0.4417666
#> [2,] -0.8723773 0.03991123 1.320291 -0.04016751 -1.5244812 -0.1708722
#> [3,] -0.2305377 2.18369850 -1.860417 0.84002909 -0.7332157 1.8742445
#> [,179] [,180] [,181] [,182] [,183] [,184]
#> [1,] -1.78289947 -0.0451986 -0.2165034 -0.43512213 1.515008 -0.08496018
#> [2,] -0.09634053 -0.1185223 0.2426177 0.68198409 1.379332 1.19695183
#> [3,] -0.96172602 1.3975709 0.1475515 -0.02093387 -2.028024 0.76984318
#> [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] -0.7039214 2.8224374 0.2980978 1.0181289 -0.4250542 0.0245255
#> [2,] 0.1262577 -0.9205532 -0.1393905 -0.4136815 -0.3512264 1.0529056
#> [3,] 0.8431228 -0.5873486 0.1844146 1.1501056 -1.1699805 1.6643821
#> [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.3360527 2.13991306 -1.5229848 2.1100333 1.301502409 -0.6283147
#> [2,] 0.5255502 -0.08334843 2.2059491 0.4213087 0.275972635 2.5120114
#> [3,] -2.9543962 1.94078678 -0.1726895 -0.5449562 -0.009167509 0.8344952
#> [,197] [,198] [,199] [,200] [,201] [,202]
#> [1,] 0.8368926 1.5914422 -0.01201428 -0.4577230 -0.5355326 0.6314131
#> [2,] -0.3508718 -0.4387533 -1.20272246 -0.5852801 1.6622141 1.2869777
#> [3,] -0.7776584 -1.0257369 0.83564651 -1.0778762 -0.2629459 0.9971432
#> [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 0.139721911 -0.4101910 0.2585815 -1.027749 -0.6273773 0.1531891
#> [2,] -2.065323351 1.6388692 0.1085793 1.772280 -0.5898247 1.3335654
#> [3,] -0.006384836 -0.7132465 2.0332749 -2.107630 2.8312564 -0.6790644
#> [,209] [,210] [,211] [,212] [,213] [,214]
#> [1,] 0.9828574 -0.4145117 0.6252194 1.10336395 0.3382119 -0.1035234
#> [2,] -0.4169287 -0.8478328 -0.3139978 0.55676103 -0.8503543 -1.1164841
#> [3,] 2.1245269 -1.4026286 0.1839147 -0.04590162 0.7386045 -0.2554476
#> [,215] [,216] [,217] [,218] [,219] [,220]
#> [1,] 0.177272 0.60885192 0.20376071 -0.7476103 0.6335962 -1.15584268
#> [2,] 1.050426 0.04624538 -0.32936407 -0.1358965 -0.3166329 1.62502017
#> [3,] 1.507408 -0.37292527 -0.04823229 0.8232937 -0.3529070 -0.06259291
#> [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] -0.2445131 0.68921860 0.5852957 -0.2061374 -0.3544467 0.2400254
#> [2,] -0.4248832 0.05351234 -0.1433248 1.1647172 0.6249510 -0.9023991
#> [3,] -0.3343061 -1.11769290 -0.2602778 0.6084162 -0.1867888 0.1472726
#> [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 2.4297668 -0.9519096 -0.08498534 2.5240763 0.8588847 -0.9969567
#> [2,] 0.3457647 1.4303172 0.07782997 0.7779498 0.5775431 -1.7237553
#> [3,] -1.1896442 1.4765664 -1.70631252 0.9990475 -0.8052741 3.1521716
#> [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.5840857 -0.04103847 0.04747676 1.5707684 -1.4420339 3.1468031
#> [2,] 0.8324269 0.52140160 0.34477722 -0.4750174 -0.3929708 -0.8323327
#> [3,] -1.1135884 0.10952967 -1.79619848 0.8904255 -0.6958197 -0.6195539
#> [,239] [,240] [,241] [,242] [,243] [,244]
#> [1,] 0.59117471 0.9172878 -0.9621024 -0.7235306 -0.009652788 0.6662393
#> [2,] -1.07757826 0.3500222 1.0405283 -2.0122041 0.870578770 -1.0746768
#> [3,] 0.01165923 -1.0166540 -1.4642626 0.6303772 1.441213164 -1.3223406
#> [,245] [,246] [,247] [,248] [,249] [,250] [,251]
#> [1,] -0.2610624 -1.411558 0.05670864 -0.4773821 0.6653625 0.7820070 -0.21206057
#> [2,] -0.2113660 -1.799962 1.17483391 0.2631887 0.2128475 0.9705560 0.08585926
#> [3,] 1.3255744 -2.208007 2.24929704 -1.0112559 0.3497788 0.6346736 2.45161700
#> [,252] [,253] [,254] [,255] [,256] [,257]
#> [1,] 0.01776138 -1.0132908 0.1639295 0.05825796 0.65497048 -0.6896841
#> [2,] -0.18615663 2.1306958 0.6504312 -0.33714656 -0.05492537 1.1077658
#> [3,] -0.81375790 -0.2933879 -0.3785058 -1.16753734 0.31041598 -0.9218236
#> [,258] [,259] [,260] [,261] [,262] [,263]
#> [1,] -0.2012078 0.05298435 1.55607631 1.2229216 -0.214459943 -1.3759070
#> [2,] -0.7595554 0.85692610 0.00130836 1.2916159 -0.242229409 2.6917172
#> [3,] 1.4346253 -0.72146912 -0.29844427 0.6706278 -0.006862212 -0.6673859
#> [,264] [,265] [,266] [,267] [,268] [,269]
#> [1,] 1.0808224 0.2158712 0.8193868 -0.3469402 1.2554103 -0.6835573
#> [2,] -2.0683525 0.7087840 -0.2319088 -0.9823005 0.8754511 -0.3650715
#> [3,] 0.6016337 0.2540378 -0.7870566 -0.2732830 0.3707526 0.2423182
#> [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] 1.00509524 1.0199246 0.09463802 -0.7900514 0.6221779 1.094447
#> [2,] -0.15944345 0.5216836 1.26977226 -0.9840729 0.3393098 -1.174487
#> [3,] 0.02784332 0.1042906 -0.19548206 0.1973921 1.5759360 -1.518573
#> [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] -0.2570103 0.63160868 0.7429338 0.3526149 -1.139823 2.5546603
#> [2,] -1.1739626 1.37870211 0.3973024 1.6914988 1.005431 -0.5386127
#> [3,] 0.3634025 0.01722498 -1.6844145 -0.1772780 -1.758337 0.1545826
#> [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.7570057 0.05381287 0.70260931 1.2082534 1.93680740 -0.7463604
#> [2,] -0.7028494 0.53731512 -0.03878071 -0.3060634 0.03754911 -1.8656030
#> [3,] 0.5736020 -1.38190818 1.57947605 -0.7229096 2.26615466 -2.3122993
#> [,288] [,289] [,290] [,291] [,292] [,293]
#> [1,] -0.1830382 0.3534074 0.1038659 0.5569600 -0.5248944 0.4416357
#> [2,] 1.3019040 -1.8379089 -0.4873890 0.2333602 -1.5998994 0.6974246
#> [3,] -0.4732535 -1.6481623 -0.9289843 -1.1871694 -0.1722603 1.5331651
#> [,294] [,295] [,296] [,297] [,298] [,299]
#> [1,] 1.8701109 -1.3800754 1.2501694 -1.2582846 -1.0345561 -0.61941107
#> [2,] 0.2683507 0.3080993 1.0934613 0.2828901 -1.3695531 0.20310159
#> [3,] -1.4867047 0.7654472 -0.1853705 -0.4971159 0.6671641 -0.05219597
#> [,300] [,301] [,302] [,303] [,304]
#> [1,] 0.50820645 -0.1992057 1.6351434 1.35456487 -1.245576
#> [2,] -0.06329817 0.2536711 -0.8879622 0.08722726 -0.799371
#> [3,] -0.37173279 -0.5484292 0.0644410 -0.22275148 -1.603337
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -0.7338368 0.50353338 0.7676448 0.3208951 -0.8239410 -0.6953594
#> [2,] -0.3753919 -0.05233128 -0.9501446 0.1999584 -0.6940063 -0.1855637
#> [3,] -1.8075444 1.95955208 -0.1502398 0.8085849 -0.5857653 -0.4348157
#> [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 1.46809927 0.2597387 -0.8394624 2.3639396 -0.9051668 -2.0446458 2.105284
#> [2,] 2.05982296 -1.5787795 0.9478944 -0.3737793 0.3267264 0.1887127 1.153755
#> [3,] 0.06353418 1.1610118 -1.4083010 -1.2311866 2.2973069 -1.8539600 1.485133
#> [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] 0.1883170 1.4642080 2.0922336 -0.69600869 0.5186605 -0.6554368
#> [2,] 0.4645903 1.0556546 -0.8091939 0.39015922 0.2161276 0.1763678
#> [3,] 0.1351167 -0.7174076 -0.5594147 0.09977159 0.9001322 -1.7295373
#> [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] -0.32506948 -0.8472772 -0.14151091 -0.7993183 -0.6122659 -0.1146840
#> [2,] 0.46992387 -0.1118497 0.53466388 1.2974533 -2.2053110 -1.2671840
#> [3,] -0.03407271 -0.5757873 -0.08802724 2.2212011 -1.2564924 0.9033227
#> [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] -0.4811595 -0.7857742 -0.62187306 -1.7429029 -0.8512916 -1.02766794
#> [2,] -0.1139230 -0.2623639 1.04781655 -0.1188547 0.6059022 0.02022065
#> [3,] -1.0226714 -1.0790188 -0.02946148 -1.1931043 -1.2593677 1.53732283
#> [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] -0.13666875 2.5617007 -1.19844376 -0.3108680 -0.4200665 -0.5351711
#> [2,] -0.01122836 -0.5453265 -0.08713668 -1.0586101 1.8351297 -0.4433260
#> [3,] 1.19540829 -0.3332148 1.29136725 -0.6458575 -0.5713628 0.9488273
#> [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] -0.391772714 0.3872622 -0.1923493 -0.4546398 2.4123692 0.2051504
#> [2,] 0.009285684 -0.2336837 1.0585758 1.2664610 -1.2125387 1.6314797
#> [3,] -0.103604119 1.0024601 -1.0995657 1.1652363 -0.2453736 0.3365606
#> [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.1105080 -0.04091646 1.3526247 0.5058837 -0.68222049 0.3464154
#> [2,] 0.2699415 3.51928228 -0.8086087 -0.1341495 -0.67839292 1.0527959
#> [3,] -0.9789686 1.91542389 0.6446214 -0.9421175 -0.09174721 -1.6512567
#> [,50] [,51] [,52] [,53] [,54] [,55]
#> [1,] 2.2263301 0.7055702 -1.1234104 -0.57745664 1.3330018 0.2276216
#> [2,] -0.6030506 2.0652182 1.5047908 -0.54034345 -0.1834659 -0.1873432
#> [3,] 0.3977362 -0.7089752 0.3884607 0.04904923 -0.1667497 0.7962340
#> [,56] [,57] [,58] [,59] [,60] [,61]
#> [1,] -2.1747118 -1.0877493 0.2727024 0.16089926 0.7948507 -1.2411060
#> [2,] 0.2024556 -0.4142289 -0.6880183 -0.09698015 -1.3234513 0.5793146
#> [3,] 0.3081129 0.4388051 -0.1422858 -0.46583918 -1.1063755 3.1409019
#> [,62] [,63] [,64] [,65] [,66] [,67]
#> [1,] 0.8060277 0.09592783 1.531380 0.8675661 -0.5921719 0.1763529
#> [2,] 0.4782199 -0.04978033 -1.249804 -0.4425205 1.3826500 0.3895121
#> [3,] -2.1621494 2.79645032 -1.997368 1.2119436 -1.4878452 2.1394635
#> [,68] [,69] [,70] [,71] [,72] [,73]
#> [1,] -0.1046168 0.4672037 0.4289269 0.4986126 -1.13419092 0.25996548
#> [2,] -1.4080048 0.2323980 -0.6618388 1.4393717 0.02394389 0.01127604
#> [3,] -0.3835434 0.9876812 -1.3932513 -1.4084848 -0.40746523 -1.96072127
#> [,74] [,75] [,76] [,77] [,78] [,79] [,80]
#> [1,] 1.931327 -0.5723235 0.9675325 0.6573944 -2.018394 1.037405 0.2882365
#> [2,] 1.061377 0.4902112 -0.3104784 0.4522548 -1.255751 -0.156707 0.1343683
#> [3,] 1.632190 -3.3582821 3.6363510 -2.2449537 3.071422 -1.240568 1.4608527
#> [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] -1.42456268 0.9765955 -0.8908856 -1.15729139 3.2848679 -1.5911118
#> [2,] 2.69639940 -0.9173314 0.3658736 -0.32258007 -0.8202879 -0.8085903
#> [3,] -0.08848094 -1.1210299 -0.6505004 -0.06472221 -1.1858308 1.2324781
#> [,87] [,88] [,89] [,90] [,91] [,92]
#> [1,] 1.8475564 -0.1691620 -0.09779142 0.9105034 -1.906777 0.5388015
#> [2,] -1.9558343 0.8002344 -0.69462503 -0.4671166 1.025522 0.3120127
#> [3,] 0.8104531 -0.9605096 1.03605128 -1.7991137 2.099978 -3.1945123
#> [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] -1.3148909 -0.8855379 -0.5081891 -0.2182072 1.34984893 -0.849907
#> [2,] 0.1796184 -0.2472989 0.3317550 0.4872326 0.05724457 -2.015046
#> [3,] 2.7371992 -0.5214820 0.6421080 -0.3079889 -1.69814477 2.167861
#> [,99] [,100] [,101] [,102] [,103] [,104]
#> [1,] 0.2777395 -1.2660331 -0.1011990 -0.4575735 0.7092186 0.08481482
#> [2,] -2.0547968 -0.6045914 0.8276278 -0.9424416 -1.4759851 -0.93058781
#> [3,] -1.1817399 1.8396068 -1.6700905 2.6324741 -0.9738215 2.35497913
#> [,105] [,106] [,107] [,108] [,109] [,110]
#> [1,] -0.5445885 0.3887706 0.02722802 -0.1834862 0.07451336 0.4293073
#> [2,] -0.6764474 0.5858793 -0.28987951 0.6835071 -2.03194444 -0.3456890
#> [3,] -1.8322894 -0.9998935 -1.40967421 2.1423085 -3.97946664 3.8151078
#> [,111] [,112] [,113] [,114] [,115] [,116]
#> [1,] 0.2575826 0.6350319 -0.7064358 -1.2991874 -0.1066776 0.3534661
#> [2,] 0.5814021 -0.7869294 2.1346881 0.4117224 1.2528462 -0.1022741
#> [3,] -1.1119492 0.9289422 -0.3915425 0.4594338 -1.4403906 0.8731599
#> [,117] [,118] [,119] [,120] [,121] [,122]
#> [1,] -0.07556719 -0.9223112 1.9723767 0.3754198 0.2492443 0.9600511
#> [2,] -1.21699008 -0.3846813 -0.3473021 1.4037895 -0.9259569 0.6536010
#> [3,] -0.83286643 1.4233787 -0.8431639 -0.1214406 0.9463688 -1.6403026
#> [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 0.9551364 0.3934862 -1.0572679 -1.563931 1.0734234 0.59083083
#> [2,] -1.5331758 1.7381908 -0.7962444 1.024654 -0.8168213 0.19126560
#> [3,] 0.1907271 0.6705583 -0.2180319 -2.482443 1.2291532 -0.08324703
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135]
#> [1,] 1.3727535 -0.1006416 1.2147654 -2.0225611 0.6139100 -0.5982546 1.216790
#> [2,] -0.5684698 1.0419556 0.5124252 0.7845149 -1.0266375 0.2355448 -1.704332
#> [3,] 0.6614878 -1.1160653 1.3393139 -1.6278734 -0.9998974 1.8085583 -1.059008
#> [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] -0.2756122 -0.46791595 0.6647598 -1.123687 -0.1998924 0.03010223
#> [2,] 0.5673762 0.01242662 -0.6422633 -0.645058 1.0065044 0.92082115
#> [3,] 0.2338723 -1.45114698 0.3266457 -2.252420 0.6426192 -1.85366534
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] -1.2734748 -1.5262368 -2.3819663 0.8993634 -0.3486218 -0.3753796 1.0916659
#> [2,] -0.9111953 0.7931003 -0.3971415 0.2382583 1.1595887 0.2571009 0.6033560
#> [3,] 0.8222750 0.3682580 -1.5508184 0.3285008 -0.4392044 -0.6935241 0.6208974
#> [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] -0.5859617 0.5922886 0.8266867 -0.8243854 -0.003873489 -0.7068762
#> [2,] -0.7550899 0.9549404 1.0247845 -0.8487167 -0.064269410 0.6439974
#> [3,] -0.4538412 0.4881066 -0.9824879 -0.5729586 0.594243613 -0.4164170
#> [,155] [,156] [,157] [,158] [,159] [,160]
#> [1,] 0.00972258 -1.6289557 -0.2963265 0.4722672 0.3115774 1.3595165
#> [2,] -1.06134739 2.6385455 -0.4021607 -0.3074507 -0.5721025 0.2162693
#> [3,] 0.28099482 -0.0796425 1.0248603 -1.5297783 2.7443612 -0.1319562
#> [,161] [,162] [,163] [,164] [,165] [,166]
#> [1,] 1.3603525 -0.9629949 -0.4815254 -1.3681428 0.4801257 -0.7245544
#> [2,] 0.4151454 0.3088814 0.9655594 -1.6626679 0.1561644 0.5616528
#> [3,] -0.7100037 -2.2251796 0.4585744 0.7766878 -1.3055718 1.3225290
#> [,167] [,168] [,169] [,170] [,171] [,172]
#> [1,] 2.3857061 -1.67834436 0.2565849 -1.632793 1.00971782 0.3126931
#> [2,] 1.0198584 -1.36117606 0.6537163 0.182012 -0.06056572 -0.1991844
#> [3,] -0.2350401 0.09409486 -1.1199114 2.147122 -1.63921229 2.4084090
#> [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] -1.1790772 0.61846962 0.6820948 1.8810841 0.8650644 -1.1352317
#> [2,] 0.3585859 -0.01491377 0.1730686 0.9540156 1.3931693 1.1218723
#> [3,] -2.0464379 0.49477236 -0.2725129 1.0125925 -0.5266770 0.5677117
#> [,179] [,180] [,181] [,182] [,183] [,184]
#> [1,] -0.7554874 0.07307843 0.01229941 -1.609490 -1.3704043 0.7367374
#> [2,] -0.1766785 0.28079563 1.38465449 -1.409713 0.5320349 -0.2213544
#> [3,] -0.5968467 2.72579470 -1.76526017 1.979876 -0.4220066 0.3455178
#> [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 0.6744662 -2.3282893 1.2550367 -1.053513 -0.75592893 -0.8206487
#> [2,] -1.0431738 0.4874819 0.3269566 0.292122 0.03841775 1.6728185
#> [3,] -1.3355700 1.2864006 -0.1181935 1.804781 -1.19592370 0.3230370
#> [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.1858678 -0.1066031 -2.2877457 0.4161475 -1.5216718 1.836146
#> [2,] 0.2283540 -1.3894079 2.8563227 -1.1105614 1.3311247 2.331915
#> [3,] -0.3148841 -0.1764223 -0.2958816 0.1841528 0.5971189 -1.048947
#> [,197] [,198] [,199] [,200] [,201] [,202]
#> [1,] -1.0820073 0.05517136 -0.14741455 1.7528450 0.3389805 1.7998558
#> [2,] 0.1516268 -0.27295819 -0.05535957 -0.4290297 -0.1292442 0.2160980
#> [3,] -0.7022429 1.30727007 0.29488019 -1.0229104 -0.8883564 0.9985078
#> [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 0.5804403 0.4936615 0.8846040 -1.2172927 -0.02354638 0.4621050
#> [2,] -0.3040080 0.7922417 -0.2388451 -0.2521331 -0.39669375 1.3708773
#> [3,] -2.0162499 1.8854094 -2.6608624 1.7481959 -0.31617889 0.7698083
#> [,209] [,210] [,211] [,212] [,213] [,214]
#> [1,] -1.1275595 0.1197428 0.3514497 0.3957383 -0.6398525 -0.2942305
#> [2,] 1.5945840 0.6014482 -0.2318185 -1.6695181 0.6857479 -0.8664120
#> [3,] 0.9998625 -0.7596128 0.4340577 -0.5168070 -1.1059757 -1.3054398
#> [,215] [,216] [,217] [,218] [,219] [,220]
#> [1,] -0.04639844 0.36755010 -0.3467616 -1.7681799 -0.5045915 -0.75233317
#> [2,] 0.95164432 -1.04476282 -0.1116020 0.1270804 0.3655934 1.30440054
#> [3,] 0.16057408 0.04098133 1.7030095 -1.7053808 1.9058235 -0.06523919
#> [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] -0.03660097 -0.2323437 -0.50912968 1.4544737 -0.003446266 0.2640209
#> [2,] -1.41505738 0.4597922 0.04132733 1.8398097 -0.654713804 0.7023297
#> [3,] 0.22840507 -1.1121824 -0.23001803 0.1270134 0.067490706 0.5978930
#> [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] -0.4500668 -0.6828543 0.2942625 -0.6210459 -1.5007696 0.09008184
#> [2,] 0.2800232 1.1706700 -0.4118919 -0.2288596 0.3876626 -0.97749106
#> [3,] -1.7962130 1.8878678 -2.4021514 1.1686572 -2.0049702 0.64785794
#> [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] -0.6809357 1.2057510 0.63522567 0.1945138 0.206000 -1.5126582
#> [2,] 2.0413181 0.2591582 0.03309744 -2.7069586 -1.452079 -0.2855704
#> [3,] 0.2973376 -2.5952745 1.48524058 -1.0820765 1.308388 -2.2344864
#> [,239] [,240] [,241] [,242] [,243] [,244]
#> [1,] -0.4992700 -0.8408258 -0.9390665 1.109822 -1.0871653 1.6376141
#> [2,] -0.7201535 0.2313674 0.7326201 -1.477283 1.0714118 -1.0219710
#> [3,] 0.1744739 0.6906487 -2.1845529 2.794550 -0.4449134 0.2556602
#> [,245] [,246] [,247] [,248] [,249] [,250]
#> [1,] 0.51830304 0.09780366 0.9224556 1.2171454 -0.7867297 -0.95916252
#> [2,] 0.04875047 -1.62811313 0.6814603 -0.8889311 -0.0583193 0.09162161
#> [3,] -2.04502065 1.99094867 -2.5600294 1.8277332 -1.3246582 1.62244714
#> [,251] [,252] [,253] [,254] [,255] [,256]
#> [1,] 2.5072304 0.7616018 -1.1261598 -0.2631477 0.9341354 -1.0772137
#> [2,] 0.2121362 -2.0709760 1.5970636 1.0279579 -1.0555130 -0.1671847
#> [3,] -3.3588170 2.0591130 -0.5332718 -1.3914817 0.7308085 -0.9137950
#> [,257] [,258] [,259] [,260] [,261] [,262]
#> [1,] -1.812326 -1.4323844 1.1167227 -1.0143987 -0.6517827 -0.06243977
#> [2,] 2.199539 -0.5193361 0.4333826 -0.1067253 1.0932882 -0.69702205
#> [3,] 1.570987 -0.8117469 1.5945738 -0.7607337 -0.6488222 0.69578419
#> [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 2.2092048 0.02967445 0.1560882 -0.1004994 -0.2353195 -1.7642004
#> [2,] 0.9950159 -0.02284564 -0.1177753 -0.0760623 0.9039552 0.9161820
#> [3,] -0.3322704 0.09526511 1.4257577 -3.3234882 0.5559446 -0.7786629
#> [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] -1.5951945 -1.02289390 -0.78020917 -0.4267468 1.8301347 0.74954446
#> [2,] -0.8199225 0.05201325 1.61178794 0.5507236 -1.5041712 -0.07763412
#> [3,] 1.0861414 -2.45028769 0.01880225 -0.2751805 -0.1764099 0.46720820
#> [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] -0.8761447 0.24709163 1.214352 -0.7518899 -1.3718501 0.7564618
#> [2,] -1.2262996 -0.08196004 1.657561 0.5865034 0.2159062 0.7122403
#> [3,] 1.8796066 -1.00893333 1.634016 -2.5552294 1.9694208 -2.2726339
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] -0.1130394 -0.5879796 0.2621309 1.296534 -1.6256057 -0.5333914 1.4166434
#> [2,] -1.3608400 0.3339642 0.1975774 1.039583 0.3849631 -1.4006681 -0.3207452
#> [3,] 1.3959464 -0.3378740 0.9781220 -2.144442 2.2468947 -1.0016109 1.4933489
#> [,288] [,289] [,290] [,291] [,292] [,293]
#> [1,] 2.001693 0.38911551 -0.0128857 -1.1239481 0.76883756 1.6596948
#> [2,] 3.095458 -1.64928620 -1.8397928 0.3916372 -0.09264267 -0.6976374
#> [3,] -1.385143 0.05805532 -1.9788846 -0.3437616 -0.99654439 -0.1944687
#> [,294] [,295] [,296] [,297] [,298] [,299]
#> [1,] -0.626893786 -0.78116337 -0.04149443 -0.99976407 1.590921 -0.08759532
#> [2,] 0.001615555 -0.83998251 1.25834398 0.01712945 -1.648464 0.18209174
#> [3,] 1.456210237 -0.09971405 -0.22229934 -1.23700520 1.669246 -3.16547467
#> [,300] [,301] [,302] [,303] [,304]
#> [1,] 0.8837398 -0.73628339 -0.5353424 -1.402994 2.7186936
#> [2,] -0.1156302 0.05058519 0.3173093 -0.319135 0.8404942
#> [3,] 2.9707427 -2.07367326 1.5548573 -1.340827 0.3450895
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] -0.4835616 0.1515425 -1.19492471 0.85928600 -0.1577116 -0.3392137
#> [2,] -0.9598970 -1.1642049 -0.01397217 0.22711502 -0.3777754 -2.7588585
#> [3,] -0.2916146 2.2967068 -1.93817480 0.09113683 -0.4482140 0.2965709
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] -1.4580566 -0.09137061 -2.6539619 0.863961717 -2.23492658 -1.1933627
#> [2,] 1.4199806 -1.64378309 0.6170227 0.008444524 -0.03741519 -0.4551439
#> [3,] 0.4037234 0.37681509 -0.2849971 1.700440108 -0.95985576 0.3621499
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] -0.4027219 2.0127467 0.7944275 0.2132598 0.5155530 -0.4424991
#> [2,] 0.8565614 -1.2207416 0.2914513 -0.9752378 -0.7723761 0.6978907
#> [3,] -0.4738402 -0.5825507 0.6244369 -1.3104571 1.1140669 -2.9154186
#> [,19] [,20] [,21] [,22] [,23] [,24]
#> [1,] -0.1037991 -0.4247260 -0.58157190 0.55349050 -0.6702270 -0.3485555
#> [2,] 0.3407928 -0.2492066 -1.43671199 -0.06405476 2.1339461 0.2126298
#> [3,] 1.3587715 -0.7236760 0.08314011 -0.99775828 0.9947776 -0.8686915
#> [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] -1.1826806 0.5953253 -1.11708649 -1.7473690 0.2520343 -0.55130751
#> [2,] 0.3860811 -0.6068121 0.17545742 0.5920056 -0.4018401 0.00906265
#> [3,] -0.4656677 -0.5325013 -0.03597977 0.4421832 -2.7690593 0.81747715
#> [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] -0.32635254 0.9819529 0.2803047 -0.8108642 0.5759768 1.3104428
#> [2,] -0.06751797 -2.1094255 -0.4505678 -0.9780893 0.1324182 0.6707773
#> [3,] -2.27704957 1.1930818 -1.7776933 1.2122427 -0.3720113 0.1012942
#> [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] -0.02690204 0.9766826 1.2967258 0.01261305 1.2062289 0.28962558
#> [2,] -0.35566310 0.5274687 -2.4418536 1.66806530 0.8845758 0.11737651
#> [3,] 1.11049886 0.7586789 -0.6984878 0.98669818 0.3668427 0.09202379
#> [,43] [,44] [,45] [,46] [,47] [,48]
#> [1,] 0.4720602 0.8225156 -1.0551806 0.6735165 -0.03966774 -1.03778260
#> [2,] -0.1934447 0.1398616 4.0281000 -0.5248019 0.78333352 -0.03326089
#> [3,] 0.9293562 -1.8401570 0.6267006 -2.1013451 2.49277837 -0.51243168
#> [,49] [,50] [,51] [,52] [,53] [,54]
#> [1,] 0.9063519 -0.03278801 -0.8668203 -1.45551512 0.4360194 -0.4579942
#> [2,] 0.2833793 -1.79256198 1.3252567 -0.07731496 0.6733412 -0.0983963
#> [3,] 0.8817443 -1.59328314 1.6173724 -1.26739504 -1.4186241 0.2336670
#> [,55] [,56] [,57] [,58] [,59] [,60]
#> [1,] -1.7086965 0.0665636 -0.2757001 0.44687535 -0.8432769 0.03474335
#> [2,] -0.1228737 0.6504439 0.6236721 0.06266821 -0.1771212 0.23475555
#> [3,] 0.4933670 0.1167494 -0.5481270 0.16082031 0.6795513 1.03245560
#> [,61] [,62] [,63] [,64] [,65] [,66]
#> [1,] -1.2797257 1.1206123 -1.4343325 -1.064313 0.04103668 0.6522002
#> [2,] 1.0312286 0.2800038 0.3035899 -1.154467 -0.44515522 0.6350286
#> [3,] -0.8068094 1.7119905 -1.8938643 1.462511 0.31362831 -0.9323746
#> [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] -0.4530049 -0.58976449 -1.2562432 -0.2791860 0.8704555 -0.5261515
#> [2,] -1.8628867 -1.17120252 2.4408825 -0.4480836 0.1063189 -1.2194087
#> [3,] 1.5244687 -0.01327464 0.7920717 0.2012402 0.2128913 0.2716455
#> [,73] [,74] [,75] [,76] [,77] [,78]
#> [1,] -0.6298185 0.2964802 1.00212513 0.1668838 1.9041857 -2.769420
#> [2,] -0.9318035 -0.2298233 -0.01280065 -0.9051372 -0.2482327 -1.184589
#> [3,] 0.0650188 -1.9471881 1.17896267 -1.6377009 -0.5755706 1.071552
#> [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] -1.1516759 1.23406640 -0.6403076 -0.7238182 1.938952 -0.9838916
#> [2,] 0.8602623 -0.08682474 2.8495011 -1.2562023 -1.537081 0.2234051
#> [3,] -1.1492603 0.93947852 -1.6027109 0.4456458 1.348149 -1.2823715
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.5131207 -1.5630219 1.1404560 0.5394396 -0.5452613 0.9131869 -0.2061667
#> [2,] 0.7780563 -1.2808411 -0.4873619 0.1588808 0.4771596 -0.4462698 1.1880114
#> [3,] 0.4775388 0.2492531 -2.5092152 3.7399717 -2.7660517 2.0205869 -1.5469343
#> [,92] [,93] [,94] [,95] [,96] [,97]
#> [1,] -0.2509894 0.522140503 -1.2146470 0.9162133 -0.9294548 -0.2368003
#> [2,] 0.1253795 -0.912074606 0.9798019 1.1427143 0.9180243 0.2431224
#> [3,] 0.4699463 0.006531389 -0.3695286 -0.1812410 0.8590814 -2.1519241
#> [,98] [,99] [,100] [,101] [,102] [,103]
#> [1,] -0.6006061 1.32099876 -0.1338113 -0.221781099 1.374100 -0.51739312
#> [2,] -1.4900953 0.02339814 -1.1323265 0.004151786 -1.250353 -0.07062402
#> [3,] 0.1702718 0.38603814 0.6482613 1.101267545 -2.902984 2.97353135
#> [,104] [,105] [,106] [,107] [,108] [,109]
#> [1,] -0.3337869 -0.3808726 -2.0549418 1.3683231 -0.6647645 0.8234095
#> [2,] -0.5556725 0.2652648 0.9447725 -0.8490849 0.6488732 -1.2108506
#> [3,] -2.9227035 3.1060667 -2.4929128 1.5882867 -0.8602510 0.8849016
#> [,110] [,111] [,112] [,113] [,114] [,115]
#> [1,] 0.01833448 1.2498658 -0.17848266 0.08877103 -1.1203537 0.3225338
#> [2,] 0.03824273 0.1649751 0.09590123 0.91999710 0.3263939 0.4474631
#> [3,] 0.19187854 1.0610331 -0.93194668 0.58270130 0.9265264 -0.8415272
#> [,116] [,117] [,118] [,119] [,120] [,121]
#> [1,] 0.03598881 -1.1908656 -1.010242 0.2733705 0.3280990 -0.01714031
#> [2,] 1.57391342 -0.4806138 1.134649 -0.2914157 0.3056697 -0.30141711
#> [3,] 0.97057743 -1.7042234 1.830983 -1.4573746 0.4460200 -0.68171149
#> [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 1.7977876 -0.3194143 2.015610 -0.2956518 -0.8991267 0.9683927
#> [2,] 0.5661113 0.7469468 2.120309 -0.6181579 0.9113452 -0.9578992
#> [3,] -0.5184724 0.1869949 -1.050199 1.1079717 -0.2598825 1.4530355
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 2.1549254 -0.2867973 -0.5680156 1.235766 -1.830515 -0.4676918 0.62424812
#> [2,] 0.2931764 -0.6088057 1.2025970 0.118549 1.166676 -1.1339020 0.07339586
#> [3,] -0.1437564 -0.0662293 -0.3589356 2.065672 -1.748808 1.5474542 -2.58894434
#> [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] -1.280846 1.1688771 0.3935317 1.6408242 -1.55374812 1.7220542
#> [2,] -1.041292 0.6987789 1.2619204 -0.7168088 1.01218496 0.8770723
#> [3,] 2.222699 -0.2840095 0.7673908 -1.5653730 0.07350036 -1.4655268
#> [,141] [,142] [,143] [,144] [,145] [,146]
#> [1,] -1.1793528 0.2854826 0.09030489 -0.211409 1.3181614 0.14722519
#> [2,] -0.4529745 -1.3536211 0.95888687 -1.317849 0.4984531 1.28549481
#> [3,] -0.5134609 -0.6039536 -0.88855633 1.372224 -1.1025566 0.07949238
#> [,147] [,148] [,149] [,150] [,151] [,152]
#> [1,] -0.6320054 0.1968243 -1.618561 -1.2700640 0.4389184 0.7760304
#> [2,] -0.5885529 0.4652742 -1.467659 1.9205411 -0.5604047 -0.3697386
#> [3,] -1.3351219 1.3742114 -1.581897 0.6495057 -1.0397395 0.3339543
#> [,153] [,154] [,155] [,156] [,157] [,158] [,159]
#> [1,] -0.51002243 0.8812381 0.2066282 1.6989087 0.3974120 -1.189042 -0.9380531
#> [2,] 1.29922341 0.8541634 -0.6601070 1.5950831 -1.0348189 0.284096 -0.9836154
#> [3,] 0.09983533 0.6991014 0.2483198 0.7137263 0.1660977 1.097508 -0.5356366
#> [,160] [,161] [,162] [,163] [,164] [,165]
#> [1,] 0.9014398 1.3011577 -0.3848733 -1.2458152 1.6384422 -0.4779725
#> [2,] -0.5723403 -1.1180505 0.4126079 -1.5091188 0.3931382 -0.4846463
#> [3,] -0.1497754 0.1599419 -0.9932357 -0.3321752 0.4742755 -1.3062870
#> [,166] [,167] [,168] [,169] [,170] [,171]
#> [1,] -2.7308745 0.5069577 0.6398193 0.718574560 -2.300999 -1.1300621
#> [2,] 0.8162199 0.9029271 -1.4885126 -0.001414315 1.094845 -0.1438747
#> [3,] 1.4503668 -0.9987390 -0.3889106 0.616048869 -2.261692 1.6601639
#> [,172] [,173] [,174] [,175] [,176] [,177]
#> [1,] 1.0191729 -0.23200364 1.7451904 0.9287599 -1.1467957 0.05692945
#> [2,] 0.2468755 0.07516255 1.8874063 0.3100495 -0.6309969 0.44576261
#> [3,] -2.0106236 0.57259927 0.8685687 0.5150452 -1.4661572 0.73504569
#> [,178] [,179] [,180] [,181] [,182] [,183]
#> [1,] 0.6423475 -0.81502374 0.5912016 -0.03985538 -0.2904940 -1.6130006
#> [2,] 0.9038082 -0.66195561 0.3844436 0.56600877 -0.9563418 -0.3443679
#> [3,] -0.5476071 0.09026396 -0.5058479 1.97484474 -3.2332027 1.1935634
#> [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] -0.5266339 0.8876142 -2.6064352 1.071025 -0.4148264 -0.4501411
#> [2,] -0.5189507 -0.5370435 -0.1550705 -1.230517 0.9753426 -0.2684853
#> [3,] -1.8186903 2.8147198 -1.0407881 1.563505 -0.5450220 -0.7883294
#> [,190] [,191] [,192] [,193] [,194] [,195]
#> [1,] -0.38429933 1.18823234 0.2904518 -0.2823172 1.2857570 0.5178129
#> [2,] -0.16387879 -0.08029472 -0.9606526 2.4772521 -0.3419271 0.9902306
#> [3,] -0.05159384 0.29609373 -1.8602062 2.5468762 -0.5172565 0.4197365
#> [,196] [,197] [,198] [,199] [,200] [,201]
#> [1,] -0.4718576 0.13128431 -0.4898965 0.7135664 -2.1412297 0.8293352
#> [2,] 1.6273432 -0.17706910 -0.8092561 0.9693667 0.2127527 -0.9205960
#> [3,] -1.1287325 0.04322592 -2.3488907 1.1086658 -1.6886163 1.1998469
#> [,202] [,203] [,204] [,205] [,206] [,207]
#> [1,] -0.7445306 0.08968781 2.29441978 -0.5372124 -0.25479755 1.7634157
#> [2,] -0.4234627 -0.37639650 0.06838589 0.1759149 -0.04955724 -0.1713594
#> [3,] -0.9285946 1.03803416 -0.04616777 0.1173946 -0.29436282 0.6438938
#> [,208] [,209] [,210] [,211] [,212] [,213]
#> [1,] -0.7087737 -0.5083624 0.08325486 -0.8702624 1.477140 -0.3023748
#> [2,] 0.8741490 1.9596601 -1.37851060 1.0354730 0.270438 1.6783494
#> [3,] -1.8929027 0.5709190 -1.82578108 2.4237202 -2.242002 3.0046889
#> [,214] [,215] [,216] [,217] [,218] [,219]
#> [1,] 0.9840853 -0.6505223 -0.29788605 -0.84468074 -1.2140438 1.126715
#> [2,] -0.8631700 0.6382204 -1.25271162 -0.03591554 -0.9764094 1.643143
#> [3,] -3.4708262 2.0727147 0.07623318 -1.07191641 1.8197029 -1.833469
#> [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] -0.7900578 1.9727202 -1.6644433 1.6980290 -0.7159208 0.8690082
#> [2,] 0.4592756 -0.7253648 0.1054936 -0.6175781 1.6170687 0.3744818
#> [3,] 1.3126043 -1.0062678 1.0189453 -1.1158862 1.1364246 -1.7599001
#> [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.2914598 1.3503018 -1.328598 0.2294938 1.4419780 -0.7006970
#> [2,] -1.0667627 -1.8818122 1.580070 0.6962356 0.6416258 0.4674103
#> [3,] 0.7393065 0.2135934 -1.010564 -0.7176059 1.9320051 -1.0223674
#> [,232] [,233] [,234] [,235] [,236] [,237]
#> [1,] -0.04300307 0.7321335 0.0821210 1.26541163 0.6271524 1.8634940
#> [2,] -0.50599546 1.6699319 -0.7111235 0.05795345 -0.6150874 -0.6087672
#> [3,] 1.21280562 -1.2237286 0.4142926 -1.68776172 2.6265318 -3.0289812
#> [,238] [,239] [,240] [,241] [,242] [,243]
#> [1,] -0.3194614 0.5633177 -1.1758197 0.01059205 -1.1249855 -0.01478098
#> [2,] 0.7108052 -1.5280209 0.3494379 1.63684200 -0.9953949 -0.01458291
#> [3,] 2.5414114 -2.4024430 2.2734159 -2.41893502 1.0756764 0.14044147
#> [,244] [,245] [,246] [,247] [,248] [,249]
#> [1,] 0.02950088 -0.2534435 1.7770360 -0.4087752 -0.7131991 -0.8445473
#> [2,] -1.25172447 0.2741979 0.6324826 0.8152630 -0.5780431 1.2149569
#> [3,] -1.04498455 -0.1928453 -0.3902722 1.2194313 -0.7545502 -0.0273862
#> [,250] [,251] [,252] [,253] [,254] [,255] [,256]
#> [1,] -1.0391296 0.9277241 -0.2387937 0.1579108 2.581290 0.5845798 -0.9604099
#> [2,] 0.1858841 1.1699069 -0.7699572 1.6838615 -1.174351 -0.7889147 1.0518360
#> [3,] 1.1766158 1.3532566 -1.6390340 1.9038102 -2.424857 1.6853493 -2.1583020
#> [,257] [,258] [,259] [,260] [,261] [,262]
#> [1,] -0.5183214 -1.0838268 -0.35056438 1.17414910 0.9703156 0.8114380
#> [2,] -0.7555053 -0.3626093 0.52942620 -0.06699632 -0.3233109 -0.1718601
#> [3,] 1.4276100 -2.0926898 0.07810151 -0.72887714 0.8404962 -0.7587885
#> [,263] [,264] [,265] [,266] [,267] [,268] [,269]
#> [1,] 1.0388475 -0.4928294 -0.2117716 -1.2036404 0.3189825 -0.9585067 -0.8841677
#> [2,] 0.8737949 -0.4341519 -0.2902206 -0.3336431 1.7348794 -0.1569481 -0.7755301
#> [3,] 0.8469194 -0.3641682 -0.3448547 -0.5632929 0.5468215 0.1911404 0.4344870
#> [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] -0.3909589 0.3053866 0.07411045 -0.5519190 2.2428247 -2.1460073
#> [2,] -0.6120242 1.0604609 1.82090553 -0.2831494 0.9838831 0.6688756
#> [3,] 0.1527906 1.7985992 -2.37305437 1.0227324 -0.8338825 -0.7306667
#> [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] -1.689642 0.1234358 -0.59824648 -1.3109537 0.41344581 0.76562343
#> [2,] 1.189744 4.0374015 -2.44070425 1.0780481 0.09581598 -1.05262014
#> [3,] 1.054119 -0.4090067 0.01309805 -0.3666224 0.43441844 0.06754005
#> [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] -0.2630232 -0.29382171 0.3445719 -0.1363942 -0.4314835 1.10534054
#> [2,] 1.1633147 -0.66090633 0.8835419 -0.3571697 0.3480297 0.01088751
#> [3,] 0.3645142 -0.03327345 1.1477308 -0.7286003 1.9690170 -0.92175015
#> [,288] [,289] [,290] [,291] [,292] [,293]
#> [1,] 2.04031314 -0.08689628 -0.247115 -0.3205607 -0.09257689 -0.6395698
#> [2,] 0.88353865 -1.55145688 -1.512493 0.2157521 0.19020851 0.7376559
#> [3,] -0.04187664 -2.15484403 3.825336 -3.4027179 1.32573290 -0.0539907
#> [,294] [,295] [,296] [,297] [,298] [,299]
#> [1,] 0.06385102 -1.2942187 1.6085832 0.3139412 -1.4051434 -0.22429729
#> [2,] -0.82827358 0.1720061 0.7165831 -0.9086685 -0.7190482 1.18410141
#> [3,] 0.67041206 -0.2917027 -1.3321431 0.7494020 -0.4104068 -0.03112655
#> [,300] [,301] [,302] [,303] [,304]
#> [1,] 0.5659379 -0.3567481 -0.3150158 -0.1548341 2.2225882
#> [2,] -0.7283813 -0.9277085 1.3956033 -1.5411002 0.1383145
#> [3,] 0.2798314 -0.3091314 1.2265635 -0.9385441 0.5106214
#>
#>
#> $rho
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.35507026 -0.18298754 -0.2212197 -0.1457012 -0.1331397
#> [2,] -0.01901353 -0.09246733 -0.1051095 -0.1803921 -0.2000983
#> [3,] -0.56159940 -0.69752664 -0.6539025 -0.6192320 -0.6706930
#>
#> $omega
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.6183099 -0.49307716 -0.4011567 0.2779712 0.2461461
#> [2,] -0.9628966 -1.02187360 -0.9512550 -0.8610494 -0.8203585
#> [3,] 0.1078519 -0.05307268 -0.1128198 -0.1017062 0.1438483
#>
#> $sigma2v
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.38230712 0.243125081 0.1609267 0.07726797 0.06058789
#> [2,] 0.92716981 1.044225653 0.9048861 0.74140615 0.67298808
#> [3,] 0.01163203 0.002816709 0.0127283 0.01034414 0.02069235
#>
#> $S
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 3 4 2 2 3 3 3 5 3 3 2 3 3 3
#> [2,] 4 6 5 6 5 6 5 5 6 6 7 6 6 5
#> [3,] 2 4 5 8 4 3 5 4 4 4 6 7 5 6
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 3 4 3 3 2 4 4 2 3 3 4 3
#> [2,] 6 6 6 6 6 6 7 6 7 7 7 6
#> [3,] 4 5 6 9 5 7 7 7 4 6 7 5
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 2 3 3 3 3 2 2 3 4 3 2 3
#> [2,] 6 5 6 6 6 6 8 6 6 7 6 7
#> [3,] 5 6 8 8 7 6 8 7 7 7 6 6
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 3 3 3 3 2 3 3 3 3 3 2
#> [2,] 7 8 6 6 8 4 6 7 6 4 7 8
#> [3,] 6 6 6 6 5 6 7 6 6 5 5 9
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 2 4 2 3 4 3 3 3 2 3 3 2
#> [2,] 9 6 7 7 6 6 7 6 6 6 6 9
#> [3,] 5 7 6 5 6 7 7 7 6 7 7 5
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 3 4 2 4 2 3 3 3 4 3 3 3
#> [2,] 6 8 6 6 6 5 7 6 8 4 5 7
#> [3,] 8 4 4 7 6 7 6 4 5 6 5 7
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 3 3 3 4 3 3 3 3 3 3 3 3
#> [2,] 6 8 6 6 7 6 6 4 5 4 7 9
#> [3,] 6 6 5 5 7 8 8 3 5 5 6 6
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 4 3 3 4 3 3 3 3 4 3 2 3
#> [2,] 7 7 6 7 7 7 7 7 6 5 7 6
#> [3,] 5 7 6 5 5 5 8 7 6 4 6 6
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 3 4 3 3 2 3 3 3 3 3
#> [2,] 7 6 7 7 7 7 6 7 7 8
#> [3,] 6 6 7 5 9 4 5 5 8 6
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 4 3 3 3 3 3 3 2 4 3
#> [2,] 4 5 7 6 6 6 7 6 7 7
#> [3,] 1 3 7 5 6 6 8 8 5 6
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 4 3 4 3 3 3 2 3 3 3
#> [2,] 7 6 6 6 6 6 6 7 7 7
#> [3,] 6 6 5 5 9 6 6 7 6 7
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3 3 3 3 3 3 4 3 3 3
#> [2,] 8 5 6 5 7 7 7 8 7 7
#> [3,] 4 5 7 6 4 8 6 5 8 6
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 3 3 3 4 3 3 3 3 2 2
#> [2,] 7 7 6 6 6 5 7 6 7 4
#> [3,] 6 6 6 5 6 7 7 6 7 5
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 3 2 3 3 3 4 3 3 3 3
#> [2,] 5 6 6 8 8 7 5 7 4 7
#> [3,] 4 5 6 8 7 7 6 7 4 6
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 4 3 3 3 3 3 3 3 3 3
#> [2,] 6 6 7 6 7 5 7 6 6 9
#> [3,] 7 6 6 8 7 5 8 7 6 7
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3 3 3 4 3 4 2 3 3 3
#> [2,] 7 7 7 7 7 7 6 7 6 8
#> [3,] 7 6 6 7 8 8 6 6 7 7
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 4 3 4 3 3 4 2 3 5 3
#> [2,] 7 6 6 6 7 6 7 7 6 7
#> [3,] 8 8 6 7 7 6 8 6 6 7
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 3 3 4 3 3 2 3 3 3
#> [2,] 7 7 7 7 6 8 6 6 7 6
#> [3,] 6 6 9 8 7 7 7 6 6 6
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 3 3 3 4 3 4 3 4 4 4
#> [2,] 7 6 7 7 7 7 7 8 7 5
#> [3,] 7 8 9 7 5 6 7 6 5 4
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 3 3 4 3 3 4 3 4 3
#> [2,] 7 6 7 7 7 5 5 5 7 6
#> [3,] 5 6 7 5 6 4 4 3 7 6
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 3 4 3 3 3 5 4 3 4 3
#> [2,] 6 6 7 5 6 6 8 8 8 7
#> [3,] 6 7 7 2 6 6 7 8 5 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 4 4 3 3 3 4 3 3 3 3
#> [2,] 8 9 9 8 8 8 7 7 7 8
#> [3,] 7 8 9 7 8 6 7 6 7 8
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 2 3 4 4 3 3 3 3 3 4
#> [2,] 8 7 6 7 6 4 6 6 6 7
#> [3,] 8 6 7 6 4 3 6 6 6 5
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 4 3 3 4 3 4 4 3 4 4
#> [2,] 8 7 9 7 9 7 7 7 9 8
#> [3,] 8 8 8 5 7 6 5 8 8 7
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 4 3 2 4 4 3 3 3 4 3
#> [2,] 7 5 7 7 7 6 8 8 7 6
#> [3,] 5 4 6 7 7 5 6 6 7 5
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 3 3 4 3 6 4 4 4 3
#> [2,] 8 9 9 7 8 8 9 8 8 8
#> [3,] 8 8 7 6 7 7 8 7 9 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 4 4 5 3 4 3 3 4 2 2
#> [2,] 8 6 7 7 7 7 7 7 8 7
#> [3,] 6 6 7 8 6 7 5 6 8 4
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 5 4 3 4 5 3 3 3 4 5
#> [2,] 6 4 5 7 6 6 7 6 8 9
#> [3,] 2 3 5 7 8 6 7 3 7 7
#> [,299] [,300] [,301] [,302] [,303] [,304]
#> [1,] 3 3 4 3 3 3
#> [2,] 6 5 8 6 6 7
#> [3,] 6 3 7 5 6 5
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 2 5 2 3 2 4 2 4 2 3 2 4 2 3
#> [2,] 1 3 4 5 3 4 4 2 1 1 2 4 1 0
#> [3,] 1 6 4 1 3 4 6 1 4 1 5 1 4 3
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 2 3 1 3 3 3 4 3 3 3 3 3
#> [2,] 7 5 5 3 8 4 2 5 4 2 8 8
#> [3,] 1 6 3 7 2 5 7 5 3 5 5 3
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 4 4 1 2 4 2 3 3 5 2 2 3
#> [2,] 6 1 4 8 4 5 7 6 7 6 9 6
#> [3,] 4 3 5 6 5 3 5 5 7 6 4 7
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 2 3 1 4 2 2 3 3 2 3 2 3
#> [2,] 4 4 1 6 6 2 5 6 6 1 7 3
#> [3,] 2 2 6 3 3 5 4 4 6 4 3 5
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 4 1 4 2 1 4 3 2 4 3 3
#> [2,] 3 8 6 6 8 6 8 6 7 6 6 5
#> [3,] 2 7 4 3 4 7 6 7 5 7 5 4
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 3 3 2 1 2 3 3 3 3 3 3 3
#> [2,] 7 5 1 5 4 2 6 4 5 3 4 4
#> [3,] 7 2 4 6 4 4 5 3 5 7 3 4
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 3 3 4 3 3 3 3 3 4 4 3 1
#> [2,] 5 4 6 8 6 6 5 1 4 1 6 3
#> [3,] 6 4 4 5 7 4 5 3 5 7 6 6
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 4 3 3 3 3 3 2 3 3 3 3 3
#> [2,] 8 1 7 3 4 7 6 7 5 1 7 4
#> [3,] 5 6 8 4 4 1 7 7 5 3 3 4
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 4 3 4 3 3 5 3 3 5 3
#> [2,] 6 5 7 5 6 4 6 6 4 6
#> [3,] 4 5 5 5 7 2 7 3 3 3
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 3 2 3 4 3 4 3 2 3 3
#> [2,] 1 0 7 7 3 5 8 4 6 8
#> [3,] 1 2 6 4 7 6 7 7 4 4
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 5 3 4 3 3 3 3 3 3 4
#> [2,] 5 5 5 4 4 5 5 5 6 6
#> [3,] 5 5 1 6 6 4 5 9 6 5
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 5 2 4 3 3 3 3 4 1 4
#> [2,] 5 4 5 2 8 5 5 6 7 3
#> [3,] 1 6 4 6 3 4 4 2 7 7
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 2 2 4 4 4 3 3 3 4 2
#> [2,] 7 5 6 3 4 5 7 5 7 1
#> [3,] 5 5 3 2 3 4 5 6 6 6
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 3 2 3 3 3 4 3 3 3 4
#> [2,] 2 4 7 8 5 7 4 4 1 4
#> [3,] 2 6 7 5 5 6 8 6 4 4
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 3 2 4 4 3 1 2 4 4 3
#> [2,] 6 5 8 8 5 3 6 8 5 6
#> [3,] 4 6 3 6 5 6 6 7 7 6
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 4 1 4 3 3 3 1 3 3 2
#> [2,] 6 5 7 3 7 7 5 6 5 5
#> [3,] 6 7 3 5 6 6 7 5 5 6
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 3 4 2 2 4 3 2 3 2
#> [2,] 7 5 5 3 5 4 4 5 4 6
#> [3,] 5 5 9 8 4 4 5 8 4 7
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 4 2 5 3 3 2 2 3 3
#> [2,] 6 6 3 6 0 5 4 2 4 3
#> [3,] 5 6 5 7 4 5 5 8 5 3
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 4 4 4 3 2 2 3 4 4 3
#> [2,] 5 4 5 5 5 5 4 4 5 2
#> [3,] 5 5 7 5 4 6 6 5 4 5
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 2 4 2 5 3 3 3 3 4 3
#> [2,] 7 4 5 4 7 0 0 0 4 5
#> [3,] 3 7 5 5 5 4 3 3 8 9
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 3 4 3 4 3 4 3 3 4 2
#> [2,] 4 3 6 1 4 4 9 7 7 6
#> [3,] 5 6 6 2 4 7 7 7 6 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 3 1 3 3 3 4 2 4 5 2
#> [2,] 7 9 8 7 8 7 7 6 6 6
#> [3,] 6 7 7 6 7 5 6 5 7 7
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 2 4 3 3 2 3 5 3 4 2
#> [2,] 6 5 3 5 3 0 5 4 3 6
#> [3,] 6 4 7 4 1 4 4 6 7 4
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 4 3 2 3 3 3 4 2 5 3
#> [2,] 7 7 6 6 5 6 6 4 6 6
#> [3,] 6 8 6 4 7 5 5 7 7 6
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 3 2 2 3 4 5 3 2 4 2
#> [2,] 3 1 5 6 6 6 6 8 5 3
#> [3,] 5 5 6 4 5 4 3 5 8 6
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 3 2 4 3 4 1 5 3 4 3
#> [2,] 7 7 7 4 7 8 7 6 5 6
#> [3,] 6 8 6 6 7 7 8 6 8 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 4 3 4 5 5 3 3 4 4 3
#> [2,] 7 4 7 7 7 5 6 7 7 6
#> [3,] 5 5 7 7 5 6 5 5 9 2
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 4 4 3 4 3 3 3 3 3 5
#> [2,] 2 1 1 6 4 5 4 1 6 8
#> [3,] 0 0 8 8 3 5 4 2 6 6
#> [,299] [,300] [,301] [,302] [,303] [,304]
#> [1,] 1 4 3 2 4 4
#> [2,] 5 1 6 5 5 5
#> [3,] 5 4 7 5 5 5
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 2 4 2 4 2 4 3 3 1 3 3 4 1 3
#> [2,] 0 2 2 2 2 2 2 2 2 1 5 4 0 0
#> [3,] 2 9 2 0 2 3 5 2 4 3 1 0 3 3
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 2 3 2 3 2 3 5 3 4 3 3 4
#> [2,] 6 5 7 4 6 7 4 7 6 4 6 6
#> [3,] 1 5 2 7 1 5 9 6 2 3 5 3
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 4 3 1 3 4 3 4 4 4 2 1 4
#> [2,] 5 1 5 6 3 3 6 6 7 6 7 6
#> [3,] 2 3 5 6 5 2 5 5 7 4 4 5
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 4 3 2 4 3 2 2 4 4 2 3 5
#> [2,] 4 4 0 6 5 0 3 7 6 1 8 4
#> [3,] 3 1 7 3 4 5 3 4 5 5 3 4
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 4 4 1 3 3 2 3 4 3 4 3 3
#> [2,] 3 8 7 5 8 6 7 8 6 5 6 4
#> [3,] 2 8 4 3 5 7 7 6 4 7 5 4
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 3 3 3 3 2 4 4 5 2 2 4 3
#> [2,] 7 5 1 4 3 4 6 1 5 3 3 4
#> [3,] 5 1 1 5 5 4 5 2 3 7 3 5
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 2 2 3 3 4 3 3 4 3 2 3 2
#> [2,] 4 5 7 7 6 6 2 0 3 1 5 4
#> [3,] 7 5 6 7 9 3 4 3 5 8 5 4
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 4 4 3 4 3 2 3 4 3 2 3 2
#> [2,] 7 1 6 4 4 7 6 6 5 1 7 5
#> [3,] 5 6 7 4 2 0 7 6 5 2 3 4
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 3 1 4 4 3 3 3 2 5 3
#> [2,] 6 5 8 5 7 5 8 4 4 5
#> [3,] 4 5 5 3 6 1 5 2 5 4
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 5 3 3 4 3 5 4 2 3 3
#> [2,] 0 1 7 6 2 7 8 6 8 6
#> [3,] 0 1 6 4 6 5 5 7 4 5
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 4 3 4 4 2 3 4 3 3 5
#> [2,] 6 6 6 5 5 5 7 6 7 4
#> [3,] 3 4 1 5 9 4 3 6 3 6
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3 3 3 2 2 3 4 4 3 5
#> [2,] 4 4 5 2 5 5 5 4 4 3
#> [3,] 0 4 4 6 3 5 1 2 7 6
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 3 3 3 3 3 2 4 3 4 3
#> [2,] 6 5 5 2 4 5 6 5 6 0
#> [3,] 3 4 3 2 2 5 5 8 6 5
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 3 3 3 3 4 4 4 5 4 4
#> [2,] 0 3 6 7 5 7 4 3 1 3
#> [3,] 2 4 6 4 6 7 7 5 3 3
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 3 2 4 4 3 2 4 3 4 3
#> [2,] 7 5 7 7 5 2 5 9 4 6
#> [3,] 4 6 3 5 5 6 6 7 6 5
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 4 1 4 4 4 4 3 3 3 3
#> [2,] 7 5 5 4 6 8 5 6 7 5
#> [3,] 6 5 3 5 6 6 7 4 5 6
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 4 4 3 3 3 5 4 2 4 3
#> [2,] 7 6 3 6 5 4 4 4 5 8
#> [3,] 5 5 6 6 5 4 6 7 4 5
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 3 4 3 3 5 3 3 4 3 3
#> [2,] 5 5 3 8 1 8 6 1 7 5
#> [3,] 5 5 7 5 6 6 6 5 5 6
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 3 3 3 5 5 2 4 3 4 4
#> [2,] 6 4 6 5 7 7 8 4 7 2
#> [3,] 6 5 4 6 5 7 7 7 5 3
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 3 3 2 4 5 4 3 4 4 4
#> [2,] 4 5 6 6 5 1 0 0 3 3
#> [3,] 3 5 6 2 8 3 1 2 6 7
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 3 4 3 3 3 3 3 3 3 4
#> [2,] 3 2 5 1 4 3 6 6 5 4
#> [3,] 4 5 6 0 4 7 8 7 5 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 5 2 4 4 3 3 3 2 4 1
#> [2,] 6 5 6 7 5 8 7 7 6 5
#> [3,] 6 7 7 6 7 5 6 5 7 8
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 3 4 4 3 3 3 4 3 4
#> [2,] 5 4 1 5 4 0 2 5 2 5
#> [3,] 5 3 7 5 0 2 7 6 5 5
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 4 3 3 4 4 2 3 2 4 3
#> [2,] 7 9 6 4 5 6 5 5 6 6
#> [3,] 6 5 6 5 5 6 3 7 6 6
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 3 3 3 4 5 3 3 3 4 2
#> [2,] 2 1 6 7 7 6 4 6 5 3
#> [3,] 4 4 6 5 5 3 3 5 6 5
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 3 4 4 4 5 3 4 4 2 4
#> [2,] 6 6 5 2 6 5 6 6 4 6
#> [3,] 7 7 4 6 7 9 7 5 7 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 4 4 3 3 3 2 3 4 5 3
#> [2,] 4 4 6 6 5 8 5 5 7 8
#> [3,] 6 4 8 6 5 5 5 4 8 1
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 4 3 4 4 3 2 4 1 4 4
#> [2,] 2 2 2 7 3 6 6 1 4 5
#> [3,] 0 0 7 7 3 5 3 1 7 5
#> [,299] [,300] [,301] [,302] [,303] [,304]
#> [1,] 3 4 3 2 4 4
#> [2,] 2 0 4 4 6 6
#> [3,] 5 2 6 3 6 4
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 2 3 3 4 2 3 4 2 2 5 2 4 3 3
#> [2,] 0 3 7 4 5 7 2 2 1 0 2 5 0 1
#> [3,] 1 4 5 0 3 2 7 0 4 1 4 2 3 3
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 3 4 2 3 3 4 4 3 3 4 4 2
#> [2,] 6 5 6 4 6 5 5 6 3 4 7 6
#> [3,] 1 5 2 6 2 6 6 5 3 5 5 3
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 4 3 2 4 4 3 3 3 3 3 2 3
#> [2,] 5 1 2 5 3 3 7 5 6 6 6 7
#> [3,] 3 2 6 6 5 3 6 4 7 4 4 5
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 5 3 3 4 4 4 2 3 3 2 4 5
#> [2,] 3 3 1 5 6 0 1 8 5 0 6 4
#> [3,] 3 1 7 3 2 5 4 4 5 4 3 4
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 4 3 2 3 4 2 3 3 3 3 3 4
#> [2,] 4 7 8 5 7 5 7 8 6 4 6 3
#> [3,] 2 8 3 3 3 7 5 5 5 7 5 5
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 3 4 3 4 2 3 4 4 3 3 4 3
#> [2,] 8 5 2 4 3 3 7 2 5 1 4 4
#> [3,] 6 3 1 6 4 3 4 3 3 6 3 3
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 3 4 2 5 4 3 4 4 4 4 4 2
#> [2,] 5 4 6 8 7 6 2 2 5 1 5 4
#> [3,] 7 3 5 5 6 4 4 2 5 7 5 6
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 3 3 4 3 3 3 2 4 3 4 2
#> [2,] 7 1 8 3 3 7 6 5 5 0 6 5
#> [3,] 5 5 6 4 2 1 7 7 5 3 3 3
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 4 3 3 3 3 4 4 3 3 3
#> [2,] 7 3 5 5 6 4 6 5 4 4
#> [3,] 5 5 5 3 7 0 5 3 4 2
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 3 3 3 4 3 3 3 3 3 2
#> [2,] 0 0 7 6 2 5 8 5 7 7
#> [3,] 0 0 5 3 6 4 6 8 4 3
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 4 2 4 3 3 3 2 3 3 4
#> [2,] 6 5 4 4 5 5 7 4 6 4
#> [3,] 3 3 1 5 7 4 5 6 4 5
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 4 3 3 4 4 3 3 3 3 3
#> [2,] 6 4 5 2 6 7 4 3 3 2
#> [3,] 0 5 4 8 2 5 3 2 6 6
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 3 4 3 3 2 3 3 4 4 3
#> [2,] 6 3 6 3 5 6 6 4 5 0
#> [3,] 5 3 3 2 2 4 4 7 4 5
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 4 4 2 2 4 4 4 3 4 4
#> [2,] 0 2 7 6 5 5 4 1 1 2
#> [3,] 2 5 7 5 5 5 6 6 3 4
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 4 3 4 3 3 4 5 3 4 2
#> [2,] 7 5 5 5 5 4 5 6 6 5
#> [3,] 4 8 3 7 6 7 8 9 5 6
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 4 2 4 5 3 3 4 3 3 4
#> [2,] 5 7 4 3 6 7 5 5 8 5
#> [3,] 6 6 2 4 6 7 7 4 5 6
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 4 3 3 3 2 3 4 2 3 2
#> [2,] 7 8 3 7 4 4 4 3 5 7
#> [3,] 6 5 7 6 5 4 5 9 4 6
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 4 4 3 3 3 3 3 5 3 3
#> [2,] 4 5 3 6 0 7 5 0 8 5
#> [3,] 5 4 6 6 5 5 5 5 5 5
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 4 4 4 3 3 4 3 3 4 4
#> [2,] 6 4 6 4 7 6 6 7 8 1
#> [3,] 7 5 5 5 5 5 6 5 6 3
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 4 5 3 4 3 4 3 3 3 3
#> [2,] 5 4 7 7 4 1 0 0 4 3
#> [3,] 4 6 7 3 6 4 3 2 7 7
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 3 3 4 3 3 4 3 3 3 3
#> [2,] 3 1 5 0 4 2 7 7 6 2
#> [3,] 4 6 6 2 5 6 8 7 5 5
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 4 2 2 4 3 4 4 3 4 3
#> [2,] 8 5 6 7 6 7 6 6 5 6
#> [3,] 6 7 7 7 6 5 5 5 6 7
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3 3 4 4 5 3 4 4 4 4
#> [2,] 5 4 1 5 3 0 1 4 3 6
#> [3,] 5 4 7 4 0 3 5 7 5 4
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 3 3 4 4 4 3 4 2 3 3
#> [2,] 6 6 5 5 3 5 4 5 5 5
#> [3,] 6 7 7 4 6 5 4 7 8 6
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 3 3 2 3 3 2 5 3 4 3
#> [2,] 2 0 6 7 6 6 5 5 5 3
#> [3,] 4 4 6 4 5 3 3 6 6 5
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 4 4 3 3 3 3 2 4 5 3
#> [2,] 6 6 5 3 5 5 7 6 5 7
#> [3,] 7 7 4 6 7 8 7 5 7 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 3 4 2 2 4 3 2 3 4 3
#> [2,] 5 2 6 6 5 6 5 5 8 6
#> [3,] 5 6 8 6 6 6 5 5 7 1
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 2 3 4 3 3 3 3 4 4
#> [2,] 2 3 3 7 3 5 8 0 4 7
#> [3,] 0 0 7 7 3 5 4 2 7 6
#> [,299] [,300] [,301] [,302] [,303] [,304]
#> [1,] 4 4 4 3 2 4
#> [2,] 2 0 4 5 4 4
#> [3,] 5 2 7 5 6 4
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 2 4 2 3 2 3 3 3 2 3 2 2 3 3
#> [2,] 1 3 5 3 4 6 1 2 0 1 4 3 0 3
#> [3,] 1 3 3 0 2 2 8 0 1 1 3 1 4 3
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,] 4 5 2 4 2 4 2 3 3 2 2 2
#> [2,] 5 4 7 5 5 6 6 7 3 4 5 5
#> [3,] 1 4 3 7 2 6 5 6 2 4 5 3
#> [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,] 3 2 4 2 3 3 4 2 4 4 3 2
#> [2,] 4 1 3 5 4 5 6 5 6 7 6 5
#> [3,] 2 1 4 6 4 3 5 5 6 5 4 5
#> [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 3 3 3 3 3 3 3 4 3 2 3 4
#> [2,] 4 4 2 6 6 1 0 8 4 1 6 5
#> [3,] 1 1 6 2 2 3 3 4 6 3 4 4
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,] 3 2 3 3 3 2 3 3 3 3 2 3
#> [2,] 2 7 8 5 7 5 5 8 6 4 6 3
#> [3,] 2 6 4 4 3 5 7 6 4 5 5 4
#> [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 3 3 2 3 3 3 3 4 3 2 3 4
#> [2,] 7 5 3 4 5 4 7 4 4 1 4 5
#> [3,] 6 2 2 5 5 2 4 2 3 6 3 4
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 3 3 3 3 3 4 2 2 2 2 4 2
#> [2,] 5 5 7 7 9 5 1 4 6 1 6 3
#> [3,] 7 5 4 5 6 2 4 3 5 6 5 5
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 3 4 3 3 2 3 3 3 2 2 3 2
#> [2,] 9 3 8 2 4 6 6 5 5 0 6 7
#> [3,] 4 4 7 4 1 1 8 6 5 3 3 3
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 3 3 3 3 3 3 3 3 3 3
#> [2,] 7 3 6 5 7 7 6 4 3 3
#> [3,] 3 5 5 3 7 0 5 2 4 2
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,] 2 3 4 3 3 3 3 3 3 2
#> [2,] 1 0 7 6 3 5 6 5 7 6
#> [3,] 0 1 5 2 7 5 7 6 3 2
#> [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,] 4 4 2 3 3 4 3 2 3 3
#> [2,] 6 4 5 3 5 4 8 5 7 3
#> [3,] 4 4 0 6 5 4 5 7 4 5
#> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3 3 4 2 4 2 3 4 4 3
#> [2,] 5 3 5 1 5 8 4 4 5 3
#> [3,] 0 5 4 6 2 4 3 2 7 5
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 2 4 4 2 2 3 3 3 4 3
#> [2,] 4 3 8 4 2 5 5 4 5 1
#> [3,] 4 3 2 2 3 4 5 8 4 5
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 3 3 3 3 4 3 3 2 3 3
#> [2,] 1 2 8 6 3 4 5 2 2 3
#> [3,] 3 5 7 5 5 5 7 5 3 5
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 3 4 3 3 3 3 3 3 4 3
#> [2,] 6 4 5 6 5 5 5 7 6 5
#> [3,] 3 5 3 5 5 5 7 7 6 6
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,] 3 2 4 3 3 4 3 5 3 3
#> [2,] 5 7 4 3 5 6 6 5 7 3
#> [3,] 5 5 3 5 5 7 7 3 4 6
#> [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 3 4 3 2 3 3 4 2 3 3
#> [2,] 8 7 3 8 6 6 5 3 5 8
#> [3,] 6 5 9 7 5 3 6 8 4 6
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,] 4 3 4 3 2 5 3 3 2 3
#> [2,] 5 5 5 8 1 8 4 1 6 6
#> [3,] 5 4 5 5 3 4 4 7 4 4
#> [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 3 3 3 3 4 4 3 3 3 3
#> [2,] 6 4 7 6 7 6 7 7 7 2
#> [3,] 7 3 7 5 4 5 6 4 5 4
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 2 3 3 3 2 3 3 4 3 2
#> [2,] 2 6 6 7 3 0 0 0 4 4
#> [3,] 3 6 6 3 7 3 3 1 6 7
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 3 3 4 3 3 4 3 3 2 2
#> [2,] 2 2 6 0 4 2 7 7 7 3
#> [3,] 4 5 6 2 5 6 7 8 5 6
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 3 3 3 4 3 5 4 3 4 3
#> [2,] 7 6 6 6 4 7 7 7 5 4
#> [3,] 7 8 7 7 6 5 5 5 6 7
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 4 2 2 3 2 3 3 4 3 4
#> [2,] 5 4 2 5 2 0 2 4 3 6
#> [3,] 5 4 6 4 1 4 4 6 7 4
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 3 3 4 4 3 5 3 2 3 3
#> [2,] 6 8 5 6 4 5 6 5 6 6
#> [3,] 7 7 7 3 6 5 4 8 8 6
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,] 4 3 4 3 4 4 3 3 3 3
#> [2,] 4 0 6 7 7 5 6 6 5 4
#> [3,] 4 4 6 5 5 3 3 5 7 6
#> [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,] 3 3 3 3 4 5 3 4 4 3
#> [2,] 6 6 4 3 6 5 6 5 4 6
#> [3,] 6 8 5 6 7 7 8 6 7 6
#> [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 2 3 3 4 4 4 3 2 4 3
#> [2,] 5 3 5 5 5 8 4 5 6 6
#> [3,] 5 5 8 6 4 5 4 5 8 1
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 3 3 2 4 3 3 2 4 3 5
#> [2,] 2 4 3 7 4 5 8 1 5 6
#> [3,] 7 0 8 7 4 7 3 1 8 5
#> [,299] [,300] [,301] [,302] [,303] [,304]
#> [1,] 4 4 2 3 2 5
#> [2,] 2 0 5 3 4 3
#> [3,] 5 3 7 4 6 6
#>
#>
#> $sigma2_omega
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.4711343 0.54720725 0.06926464 0.11640577 0.02004849
#> [2,] 0.7362274 1.17417357 1.22386163 5.74171394 0.37056785
#> [3,] 0.1684095 0.02223636 0.03285098 0.01569795 0.18619361
#>
#> $s_
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.8223716 1.24802643 0.12344204 0.05642309 0.05244322
#> [2,] 0.2204775 0.45554488 0.77345716 2.00122912 3.61785174
#> [3,] 0.6085199 0.05603082 0.04749689 0.01998069 0.03978163
#>
#> $sigma
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.083289 2.141352 0.8219434 0.8741922 0.7343484 1.6840657 0.8005697
#> [2,] 1.246112 1.189422 0.7394213 2.2777208 0.9185646 0.6839667 1.2627722
#> [3,] 1.008425 1.030003 1.0022474 1.0544328 0.9689272 1.0712391 0.9624706
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.5177251 0.7188009 0.7623057 0.6197542 1.4543663 0.7291977 0.8778787
#> [2,] 1.2100693 0.5534627 1.1163394 0.4884896 1.1903011 0.9228133 0.4693177
#> [3,] 0.9010403 1.0837566 0.9124200 1.0503807 0.9581836 1.0017872 1.0681038
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.8328818 1.691969 0.6909365 1.0432580 0.9288034 1.1124384 1.2259661
#> [2,] 1.3513493 1.049952 0.8052136 0.6525444 2.3886488 0.7161486 0.5362636
#> [3,] 0.9068889 1.098963 0.9444608 1.0524913 0.9319119 1.0760989 0.9889992
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.7742746 1.0095752 0.6930643 1.1257614 1.6670723 1.0482312 1.5693351
#> [2,] 0.5929990 0.9936686 0.9141491 1.0935981 1.4459134 0.6470258 0.4687540
#> [3,] 0.9340196 1.0032253 0.9690511 0.9696052 0.9019723 1.0696142 0.9092155
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.6602102 0.7786813 0.8859286 1.0369246 0.9831628 1.0553188 1.6625001
#> [2,] 0.9174236 1.9423136 0.4422761 1.0732640 2.3709531 1.0853154 0.9179924
#> [3,] 1.0493252 1.0255781 0.9998804 0.9833998 1.0639141 0.9612029 0.9656582
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.6999652 0.6925558 1.124188 0.8307412 1.229602 0.7137452 1.2882886
#> [2,] 1.0962113 0.8488882 1.208465 1.8034855 0.604325 0.5349393 0.6538544
#> [3,] 1.0067678 1.0022698 0.974110 1.0383874 1.069828 1.0873933 0.9314399
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.9361429 0.7393973 1.161282 1.176053 0.7971929 1.1372329 0.7119649
#> [2,] 0.9923477 0.7005151 1.287444 1.103450 2.3975133 1.0777534 1.1961950
#> [3,] 1.0687044 1.0963074 1.024730 1.037367 0.9528893 0.9868927 1.0046274
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.3533572 1.1617063 1.331669 0.5478739 1.5824255 0.7658095 0.7753464
#> [2,] 0.4397936 0.7961896 1.050042 0.5351612 0.9643787 1.1019647 1.4360948
#> [3,] 1.0237626 0.9698388 1.112941 0.8562315 1.1401656 0.8593193 1.0429366
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.4860987 0.9704862 1.0044248 1.152972 0.7733631 0.8772967 1.060819
#> [2,] 3.4945681 0.4728824 0.7054967 1.855126 0.6722943 1.3241838 1.489088
#> [3,] 0.9233575 1.0197500 0.9286667 1.019126 0.9997773 0.9114800 1.065217
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.3086483 0.8607278 0.6449854 0.8168364 1.2688286 0.9531499 0.8682304
#> [2,] 1.6763587 0.6909452 0.5313040 0.8747079 0.6260713 1.1629091 1.9977965
#> [3,] 0.9767879 1.0005558 1.0556124 0.9128961 1.0331468 0.9924751 0.9763296
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.298853 0.9084179 1.1517678 1.1080984 1.1883711 0.9651485 1.2391862
#> [2,] 1.546064 1.4852239 0.7064372 0.7329869 0.9942053 1.0974081 0.7032510
#> [3,] 1.032013 0.9679992 0.9481984 0.9570685 1.1204687 0.9843647 0.9532014
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.1600379 0.8802045 0.8969675 1.4179724 0.8129465 0.9953520 0.9079899
#> [2,] 1.0271517 2.1188546 0.9840506 0.9045851 0.9897300 0.4020832 0.6795435
#> [3,] 0.9655227 1.0239661 0.9103729 1.0365186 0.9024291 1.0966881 0.9252757
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.057184 0.7541325 1.3282011 1.0867895 1.0786102 1.7022614 0.9161161
#> [2,] 1.553820 0.7612158 0.9884592 0.3251432 0.8147935 0.9448387 0.7317003
#> [3,] 1.122822 0.9676037 1.0723718 0.9060707 1.1326321 0.9823195 0.9108523
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.2485814 0.6682156 0.7622167 0.7917055 1.2027418 0.8215641 0.8901447
#> [2,] 2.1789797 1.3425646 1.4207286 0.5867910 0.6732273 1.1892302 0.6626205
#> [3,] 0.9842577 1.0606232 0.9771391 0.9862026 1.0019351 1.0676949 0.9561637
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.1845151 0.9056103 1.5974481 1.072564 1.047887 1.4468418 0.8642393
#> [2,] 0.8211863 1.8915003 1.7201898 1.697833 1.932264 0.5243668 1.8790117
#> [3,] 1.0795890 1.0102963 0.9757128 1.007492 1.053733 0.9151191 1.0131595
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.8023723 1.0012984 1.0426221 0.958684 0.7344085 0.8897194 0.9949595
#> [2,] 0.6036559 0.6427454 1.4276712 1.983246 0.8218501 1.1469964 1.3261770
#> [3,] 0.9841814 1.0176450 0.9937731 1.052662 1.0091009 0.9424100 1.0678803
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.1015882 1.3904240 1.2046158 0.7758981 1.191924 0.8285543 2.1826602
#> [2,] 0.5612828 0.8758641 0.6606558 0.6671323 1.162593 0.9276945 1.0896732
#> [3,] 0.9630755 1.0271521 0.9383425 1.0756384 1.028832 0.9857174 0.9458618
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.9409519 0.9440362 1.1468884 0.8182656 0.9967996 0.8661925 0.8825369
#> [2,] 0.9470358 0.8954970 1.5293930 0.8713355 1.0026398 0.4789624 0.9277056
#> [3,] 1.0070164 0.9889651 0.9631886 1.0080872 1.0712153 1.0481248 0.8751760
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.9971846 0.9890888 1.253365 0.6837358 1.250378 0.8976372 1.1616797
#> [2,] 1.5540325 1.3050162 0.681099 0.8960937 1.213855 1.0535095 0.9340493
#> [3,] 1.1375375 0.9212387 1.100036 0.9544280 1.108674 0.9929244 0.9956473
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.9927706 1.176934 1.223339 0.5934053 1.2627714 0.962133 0.8610889
#> [2,] 0.7909182 1.256430 1.969142 0.9730224 0.8922987 1.837558 0.7876318
#> [3,] 0.9676104 1.006058 1.059619 1.0238655 1.0312485 1.041657 0.9968206
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.151056 0.9504360 1.5694773 0.8258275 0.9976276 0.887404 0.9897013
#> [2,] 1.105608 1.6054108 1.1413604 0.5902445 1.7599514 1.105031 1.0156633
#> [3,] 1.040386 0.9369603 0.9801061 0.9146432 1.1430321 0.926925 1.0755369
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.5640098 1.192646 0.7870027 1.0049898 1.034118 1.0846707 1.3824749
#> [2,] 0.8141722 1.291136 1.3402356 1.5226082 1.899732 0.8388383 2.4096286
#> [3,] 0.9992992 1.008984 1.0516695 0.9369656 1.043825 1.0450102 0.9634686
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.9719911 1.0927901 0.9456338 1.3111172 0.7193469 0.7230688 1.0973120
#> [2,] 0.7923363 0.4644777 0.8335139 0.5546646 1.3886604 1.7999708 1.5284504
#> [3,] 0.9474924 0.9829347 0.9643252 1.0596391 1.0554381 1.0173821 0.9354974
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.0265715 1.0396272 0.5326142 0.7539190 1.3186511 1.1375674 1.036292
#> [2,] 0.5349451 0.9662474 0.8339692 1.1390400 0.9436686 0.7366755 2.598405
#> [3,] 1.0248853 1.0150271 1.0104254 0.9532823 0.9748648 1.0224670 1.087046
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.1240779 0.7617512 1.193136 0.8164592 0.9240454 0.8960948 0.5736091
#> [2,] 0.7368778 0.8424027 1.635340 0.6661284 0.9077386 1.0967887 1.6307500
#> [3,] 0.9848677 0.9963938 1.098540 1.0205169 0.8929653 1.0430602 0.9032078
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.2330475 0.9977618 0.7477344 0.8993868 1.1488933 1.356264 0.7978476
#> [2,] 0.6077388 0.5579708 0.6906220 1.9600971 0.5122552 1.135676 0.3092546
#> [3,] 1.0225302 1.0687413 0.8824898 1.0761165 1.0052456 1.043522 0.9007617
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.7051308 1.7989873 0.8724137 0.8911195 1.2284445 0.9251228 1.2756771
#> [2,] 1.1177441 0.9535266 1.4197833 2.0302186 1.1007576 1.3720839 1.8382450
#> [3,] 1.0158401 1.0917093 0.9634748 1.1419031 0.9301151 1.1168366 0.8639087
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.9404458 0.6645664 1.613431 1.0650131 1.0411369 0.8037043 0.7464132
#> [2,] 0.5257888 0.5026798 1.375838 0.4103239 1.1331373 1.0795959 0.5926701
#> [3,] 1.0774554 1.0109313 0.933839 1.0259810 0.9535259 1.0460576 0.9554041
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.1234099 0.8484978 1.361905 1.263149 0.9702913 1.573982 1.017579
#> [2,] 0.6443009 0.5007057 2.032598 1.211780 0.7236389 1.275957 1.606088
#> [3,] 0.9683574 0.9710201 0.881819 1.126274 0.9046964 1.071635 1.003969
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.7595864 0.9892273 1.5129665 1.8776404 1.1518551 0.7516188 1.7634120
#> [2,] 0.9006640 0.6781498 0.4114656 0.8268431 0.5858320 1.3582085 0.8708699
#> [3,] 0.9628706 1.1411573 0.9883806 1.0212179 0.9314403 0.9890288 1.0155553
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.6785072 2.1322190 0.9351806 0.7404684 1.5869495 0.9404492 1.3969253
#> [2,] 0.6681992 0.7778749 1.3108823 1.0049447 0.5711025 0.9426011 0.8806391
#> [3,] 0.8644230 1.0147598 0.8847737 1.1320801 0.9432903 1.0958062 0.8542754
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.0291088 1.0240404 1.3832557 0.9173638 1.2659603 0.6566318 1.8718226
#> [2,] 0.9442294 0.7631669 0.9955561 2.0057182 0.8877234 1.2513237 0.7826199
#> [3,] 1.1619563 0.9101235 0.9868297 1.0471953 0.9295594 1.0537692 1.0200803
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.0847810 0.9650124 1.6849127 0.7902156 1.1429846 0.5474897 1.368470
#> [2,] 1.1997080 0.5027340 0.4249017 2.5164657 2.0839558 1.5051379 2.047836
#> [3,] 0.9916884 1.0163469 1.0131351 1.0649938 0.9872021 0.9838156 1.109345
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.9919394 0.7549420 1.490500 0.8736172 1.0715519 1.277413 1.000062
#> [2,] 1.9291926 0.5666046 1.357692 3.1268111 1.7998034 1.061383 1.419484
#> [3,] 0.9953355 1.0609595 1.033814 1.0576056 0.9429706 1.043592 0.966705
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.6546228 1.0162064 1.1396459 1.2348077 0.6849210 1.303001 1.144777
#> [2,] 0.5849444 0.8827896 0.6447746 3.3012658 0.8066369 1.418670 1.505557
#> [3,] 0.9918241 0.9727012 1.0974417 0.9622624 0.9860238 1.032128 1.045847
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.9976735 1.0465991 0.9478979 1.542887 1.0006996 0.6979505 1.0240535
#> [2,] 0.9769303 0.5218635 0.7323089 1.915350 0.8633703 1.0922809 0.8765468
#> [3,] 1.0049551 1.0352255 0.9294870 1.062377 0.9253592 1.0523260 1.0191926
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.1878539 1.0995185 1.582246 0.6791439 1.4444525 0.9821495 1.0345634
#> [2,] 0.6343236 1.1047555 2.462917 0.5124111 0.6697437 0.9771447 0.8097139
#> [3,] 1.0521338 0.9571326 1.028186 0.9557850 1.0909978 1.0238663 1.0247740
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.7049746 0.8656315 1.1963544 0.9873162 1.221737 0.7955926 0.8421072
#> [2,] 1.1148772 0.8062213 0.6604132 1.2677540 1.183077 0.5410668 1.9858062
#> [3,] 0.9459136 1.0160879 0.9587809 0.9137576 1.103643 0.9600469 1.0735571
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 1.4385376 0.8079006 1.0042048 0.6030007 1.5826416 1.4445027 1.295597
#> [2,] 1.7807662 0.7633216 1.6656031 0.8792611 0.7892341 0.4573068 1.387247
#> [3,] 0.9466882 1.0390198 0.9832274 0.9316077 1.1082597 0.9006255 1.099632
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.6949862 1.795500 0.6095251 1.0618746 0.7446397 1.543277 1.0876919
#> [2,] 1.6227563 2.494207 0.5446805 0.5467513 1.1029261 0.329540 0.9538372
#> [3,] 0.8294606 1.227848 0.9584207 1.0648065 0.9850762 0.946993 1.0969096
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.7428384 1.444205 1.6651813 1.137685 0.9997567 1.0233395 0.9988117
#> [2,] 1.4530721 1.046251 0.5628245 0.502495 0.9330358 1.8893548 1.5194052
#> [3,] 0.9121745 1.090741 0.9130949 1.124479 1.0124573 0.9213422 1.0532962
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.0920131 1.9994174 1.5960140 1.0098515 1.470232 1.139879 1.014072
#> [2,] 0.9214895 1.8827065 0.6922973 0.5593484 1.585199 1.189495 1.208664
#> [3,] 0.9860602 0.9834631 1.0138282 0.9328160 1.038000 1.128097 1.058524
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.9610462 1.0322245 0.9419306 3.4671711 0.5236111 1.0684494 0.9672436
#> [2,] 0.5958386 0.6968623 1.4997205 3.1760259 1.8012451 0.8891409 0.7899170
#> [3,] 0.9454243 1.0299948 1.0035829 0.9585846 1.0197927 0.9906220 0.9219236
#> [,302] [,303] [,304]
#> [1,] 0.9383248 1.1100016 0.9627041
#> [2,] 1.5182896 0.5675204 2.2595537
#> [3,] 1.1828918 0.8919464 1.1111961
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.0655882 1.559528 0.8611702 1.3495605 0.5432200 1.6658843 0.8284899
#> [2,] 1.2189609 1.267528 0.6277338 1.2220585 1.3097882 0.8649741 1.2715267
#> [3,] 0.9562318 1.091343 0.9644497 0.9775816 0.9882551 1.0056265 1.0288823
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.4886724 0.6960543 0.8879097 1.0169012 1.200540 0.6441787 1.4729486
#> [2,] 1.4923721 0.5596673 1.3515927 0.5355810 1.450704 0.8156947 0.4549019
#> [3,] 0.9573872 1.0319024 0.9982719 0.9844002 1.021126 0.9814989 1.0245142
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.6068183 0.9464592 0.7103017 1.0027798 0.8283474 1.0815827 2.2508337
#> [2,] 0.7181658 1.5419049 0.4232586 0.6788592 1.3676814 0.6689217 0.4967048
#> [3,] 0.9621252 0.9998681 0.9568196 1.0242517 0.9441870 1.0397781 1.0112751
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9944252 1.001565 1.2117368 1.191438 1.2907603 1.2401739 1.1108188
#> [2,] 0.9261915 1.496458 1.4485818 2.391033 1.3007414 0.7156393 0.6620497
#> [3,] 0.9751824 1.009319 0.9901804 1.005309 0.9920709 0.9325847 1.0370802
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.5454479 0.9477238 1.027271 0.9521740 1.0426260 1.006264 1.5577889
#> [2,] 1.2783736 1.0881255 0.545968 0.5611176 1.9800880 1.409748 1.9917487
#> [3,] 0.9794920 1.0346773 1.019323 1.0190142 0.9508203 1.022703 0.9610816
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.8504561 0.709022 1.376789 0.8694789 0.8573888 0.6691590 1.6303433
#> [2,] 0.6616000 1.689794 1.537681 1.5443952 0.8582170 0.5008015 0.8711185
#> [3,] 1.0497175 0.954263 1.003977 0.9949706 0.9805352 1.0292990 0.9989311
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.9994292 0.7184379 0.7084093 1.2205894 1.013370 0.9148206 0.7229657
#> [2,] 0.8050864 0.6673137 0.4323669 0.9991207 1.582533 1.1578793 0.7692249
#> [3,] 0.9990731 0.9885560 0.9601386 0.9982585 1.016667 0.9969400 0.9672732
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.3544522 1.1214343 1.3300716 0.6523688 0.8764647 1.0639260 0.7955389
#> [2,] 0.7936718 0.7023889 1.0818703 0.6372513 0.7615008 0.4856425 1.3991003
#> [3,] 1.0020748 1.0388183 0.9324785 1.0412510 0.9928330 0.9837724 1.0018417
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.063027 1.0263967 0.8671758 1.116791 1.0107635 0.9957565 1.3338198
#> [2,] 1.347350 0.6878904 0.9361354 3.818225 0.5298691 1.1730801 0.8353382
#> [3,] 1.010179 1.0324645 1.0191865 1.031559 0.9702606 1.0302617 0.9578950
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.722935 1.0714625 0.8021519 0.7394931 0.9551888 0.8034342 1.235024
#> [2,] 2.563551 0.7487015 0.3862004 0.6858229 1.7220367 0.9368634 0.780288
#> [3,] 1.010770 0.9996348 1.0000663 1.0115358 1.0101976 1.0036523 1.029082
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.7487922 0.7627622 1.1888184 1.2029373 0.9455826 0.9537841 1.0761420
#> [2,] 1.1381983 1.9420617 0.7699190 0.5426181 0.8480986 0.9944804 0.7032803
#> [3,] 0.9783645 1.0281614 0.9795116 1.0086476 0.9871099 0.9898463 1.0702913
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.053870 1.027412 1.2252619 0.8482486 1.0729573 1.338708 0.9762449
#> [2,] 1.719483 0.340040 1.1968495 0.5012470 0.8072892 0.463498 0.8794831
#> [3,] 0.945040 1.041609 0.9767095 1.0492195 0.9679070 1.061676 0.9287603
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.224819 0.6358971 1.138340 1.0716239 0.9541579 1.694042 0.7667624
#> [2,] 1.560905 1.3155153 2.755816 0.3296416 1.4710388 1.473659 0.5394745
#> [3,] 1.082614 0.9127428 1.101032 0.9710609 0.9890281 1.008277 1.0285925
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.0368184 0.9862862 1.1803109 1.4837636 0.7116755 0.9910709 0.6574141
#> [2,] 0.8622609 1.3309909 1.3549314 0.4361721 0.9836491 0.9839698 0.8889880
#> [3,] 0.9675344 1.0487213 0.9687024 1.0594238 0.9692464 0.9985031 0.9826370
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.1481435 0.5317413 0.9501935 1.118481 0.9240574 1.1567856 0.9598285
#> [2,] 0.7700077 2.6626716 0.7682006 1.386012 1.0414873 0.5708970 1.4216465
#> [3,] 1.0296851 0.9833602 0.9871632 1.006065 1.0499154 0.9671322 1.0413312
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.7983154 1.3100832 1.087465 1.3181525 1.160611 1.0115793 1.532191
#> [2,] 0.4634160 1.6232026 2.148089 1.3999571 1.304386 0.6120325 2.221911
#> [3,] 1.0023784 0.9854535 0.991467 0.9868084 1.003343 0.9956633 1.045028
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.9798732 1.763349 1.0413499 0.6958916 1.073772 0.6509293 1.4383660
#> [2,] 0.3438665 0.894479 2.6272147 1.4930500 1.932421 0.9457435 0.7648606
#> [3,] 0.9663551 1.047725 0.9902657 1.0293674 1.022050 1.0129051 0.9736089
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.9316307 1.3259331 0.9923973 0.8569341 0.8595549 1.1752256 0.8446664
#> [2,] 1.6286687 2.0259871 0.9047474 1.0925379 1.0055091 0.7137381 0.6589096
#> [3,] 1.0208737 0.9978279 0.9922768 1.0647078 0.9812963 0.9952152 1.0115037
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.029046 1.524642 1.2300875 0.6359064 1.344245 0.7356644 0.8180570
#> [2,] 1.970143 1.978799 0.7717592 0.7574038 1.134919 1.0130483 0.9243021
#> [3,] 0.999340 1.026228 0.9890411 1.0151810 1.010856 0.9700354 1.0548597
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.9310661 1.045245 1.5135171 0.9286131 1.210736 0.8536242 0.6397065
#> [2,] 0.6303371 2.522234 0.8913165 0.5181076 1.429303 1.1160188 0.7755652
#> [3,] 0.9879389 0.996979 0.9847799 0.9968888 1.070703 0.9271300 1.0809578
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.9883371 1.1095854 1.049226 0.8677078 1.500091 0.9657426 1.339302
#> [2,] 1.1786553 1.0224202 1.345350 1.3670833 1.461829 0.8194410 1.766570
#> [3,] 0.9436233 0.9996247 1.040783 0.9581535 1.058264 0.9744641 1.006147
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.7208886 0.7731883 0.9540341 1.3617178 0.8548823 1.153737 0.8875086
#> [2,] 0.5698910 1.2458641 1.2687825 0.6586915 0.9933453 1.292670 2.4656854
#> [3,] 0.9931575 1.0320678 0.9544553 1.0347675 0.9732302 1.036816 0.9783308
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.1717171 1.2828212 1.157797 1.1231140 1.161233 0.6868133 1.329852
#> [2,] 0.8025867 0.3303697 1.159688 1.0256001 1.316918 1.5456565 1.589378
#> [3,] 1.0259870 0.9901214 1.005315 0.9536599 1.026368 0.9455872 1.036949
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 1.2363641 1.0587324 0.5909819 0.9779932 0.8890810 1.491233 0.9751590
#> [2,] 0.8646553 0.7622299 0.7644219 0.9504101 1.6124010 0.472023 1.7839938
#> [3,] 0.9894432 1.0077537 1.0007645 1.0279366 0.9856012 1.015345 0.9794447
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.2409305 0.5190187 2.028256 1.0911449 1.1527789 0.7168117 0.6750500
#> [2,] 0.5298650 0.4285503 1.365415 0.7399177 0.4422072 0.6387717 0.9723182
#> [3,] 0.9984875 0.9852588 1.014168 0.9817693 0.9906960 0.9856827 1.0629687
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.0445858 0.7970034 0.6468617 0.9863724 1.4416357 1.2472257 0.9632056
#> [2,] 0.9365048 0.6834523 0.8047264 1.5477146 0.8657054 0.7523184 0.3854168
#> [3,] 0.9696598 1.0330797 0.9610814 1.0356050 0.9853083 0.9770724 1.0313970
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.8489600 1.866421 1.198584 0.7024687 1.405584 0.9125626 0.9141545
#> [2,] 0.7293716 1.103991 1.175884 1.4595224 1.059544 0.5556853 1.4128874
#> [3,] 0.9760376 1.035669 1.013197 0.9964921 1.062512 0.9376106 1.0072880
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.4015828 0.7537511 1.166577 1.150103 1.217619 0.6533747 1.1320505
#> [2,] 0.8292575 0.4689456 3.037413 0.285831 1.125923 1.0233563 0.4662997
#> [3,] 0.9842808 1.0007254 1.060213 0.966024 1.010101 0.9712664 0.9861276
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.9925234 1.0170820 1.058651 1.0455221 1.2664578 1.2260008 0.8620937
#> [2,] 1.0575289 0.7044957 2.242837 1.4593784 0.6528042 0.6918219 1.0912929
#> [3,] 0.9911133 1.0186754 1.023324 0.9779886 1.0410040 0.9942487 0.9710674
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.6213875 1.260803 0.8790451 1.0984563 1.0949598 0.9581300 0.7701076
#> [2,] 0.9703185 1.012273 0.4194420 0.9333670 0.7179355 0.8159065 1.1301439
#> [3,] 1.0308511 0.982526 1.0800272 0.9446021 1.0300453 1.0055276 0.9926856
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.6009067 1.1710285 1.7386519 1.240040 0.8024274 1.152615 1.0312769
#> [2,] 1.4137917 0.3879591 1.5260173 1.291384 0.5776034 1.248096 0.7626824
#> [3,] 1.0152046 1.0092122 0.9736312 1.015531 0.9681786 1.060648 0.9657692
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.3188036 0.7533583 1.045804 1.124458 0.9640835 0.9486979 1.0213227
#> [2,] 0.9027777 0.9710435 1.103976 1.549600 1.1864715 0.9776708 0.5099917
#> [3,] 1.0002753 0.9764327 1.024644 1.020019 0.9673807 1.0185733 0.9597060
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.145068 0.7450821 1.0886911 0.9887288 1.3106300 0.5940214 1.0714779
#> [2,] 1.880569 0.6163221 0.4896615 1.0711664 0.5497172 0.5914219 0.8515044
#> [3,] 1.036471 0.9748102 1.0559104 0.9566782 1.0206459 1.0036691 0.9606659
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.8379579 0.9250084 1.3873742 0.7896152 0.7151832 1.484408 0.5049696
#> [2,] 2.7656541 0.8732098 1.7230527 1.1898250 1.4191310 2.744506 1.3963547
#> [3,] 1.0181393 1.0357136 0.9598365 1.0515401 0.9488996 1.020656 0.9985544
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.8407771 0.8664500 1.3404259 1.158883 0.7730447 0.9462357 1.0882290
#> [2,] 1.0057238 0.7345357 0.5897312 1.917369 0.7256622 1.2222554 1.8401360
#> [3,] 1.0344664 0.9865996 1.0170249 1.013161 0.9958799 0.9916261 0.9742967
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.499515 0.9424719 1.0946617 1.590901 0.9696955 0.9679812 1.116479
#> [2,] 1.508228 0.4908531 0.8067345 2.001797 1.4320043 1.7766504 1.445921
#> [3,] 1.071254 0.9665484 1.0436180 1.002999 0.9526213 1.0222339 1.007385
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.0923858 0.7988121 1.2452742 0.7149618 1.3921762 0.7406759 1.2973514
#> [2,] 0.7495033 0.8923706 1.5351844 0.6823026 0.7933396 1.1071060 0.5891373
#> [3,] 1.0356511 1.0077319 0.9633695 1.0113470 0.9602236 1.0364897 0.9801901
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.996258 1.0180420 0.8873555 1.5441773 1.207552 0.9995832 0.7807290
#> [2,] 1.235233 0.6007026 0.8209231 0.7810209 1.985709 0.4812773 0.9717609
#> [3,] 1.051763 0.9753393 1.0602980 0.9999760 1.053629 0.9627193 1.0272038
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 1.8234452 0.6599585 0.8798872 0.9595528 1.2316342 1.1833630 1.4650192
#> [2,] 1.3785562 0.6727221 1.9095099 0.9040098 0.4421873 0.3885609 0.9371204
#> [3,] 0.9680707 0.9946479 1.0390074 1.0113941 0.9943117 1.0378115 0.9650592
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.5508264 1.3417649 1.3758276 0.8332853 1.0066047 1.2469730 1.0478852
#> [2,] 0.7846190 1.8460891 0.9193410 0.3834598 0.8798363 0.5939997 1.0343808
#> [3,] 1.0511851 0.9780419 0.9971514 1.0419501 0.9864821 1.0133881 0.9770476
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.004065 1.2145778 1.2415520 0.6441644 0.7972342 0.9605606 1.2342506
#> [2,] 1.598837 1.0762569 0.9783647 1.7098002 1.0203543 1.3147473 0.8380676
#> [3,] 1.040100 0.9378566 1.0310105 0.9537852 1.0259778 0.9696674 1.0541816
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.8540666 1.221516 0.9588158 1.3116394 0.8968879 0.8388917 0.5457521
#> [2,] 1.0235179 2.449176 1.1366539 0.5391266 1.6799283 0.9940485 1.8737405
#> [3,] 0.9466399 1.077023 0.9333306 1.0208374 0.9789168 1.0061134 0.9520023
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.084196 0.4608501 1.4073634 0.9256804 0.7711657 1.057242 0.6549629
#> [2,] 0.820669 0.7825836 0.8757049 0.7292236 0.8512949 1.165562 0.9747125
#> [3,] 1.030655 0.9963428 1.0252388 1.0229788 0.9791315 1.021546 1.0117321
#> [,302] [,303] [,304]
#> [1,] 0.6879840 1.461663 0.8699378
#> [2,] 0.9988908 1.958022 1.7037179
#> [3,] 0.9716500 1.030918 0.9414917
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.9803726 1.3658749 1.2371431 1.2526038 0.9064227 1.0962581 1.4036471
#> [2,] 0.9817098 0.9699203 0.6795592 0.9290983 1.0996960 0.4127680 0.6475391
#> [3,] 1.0521294 0.9250886 1.0077778 1.0136487 1.0014621 0.9294962 1.0724949
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.7791586 0.6421464 1.3236466 0.8801404 1.253419 0.6931114 1.0125003
#> [2,] 1.5689980 0.8845867 1.3455914 0.7543844 1.875468 0.7164917 0.6893426
#> [3,] 0.8381674 1.3229475 0.8918361 1.0942817 1.077837 0.9481559 1.1021758
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.9241103 1.209790 0.8474558 0.9975182 1.108891 1.1180933 1.2701264
#> [2,] 0.9222599 1.497528 0.7212190 1.0887158 1.075314 0.7441215 0.8110702
#> [3,] 0.9281049 1.013957 1.0074679 1.0333219 1.042823 1.0232883 1.0326716
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9296954 1.1757440 1.1071967 0.8617979 0.8662459 1.4505093 0.9573528
#> [2,] 0.9141876 0.5575693 1.6835818 2.4876547 1.5821421 1.1018253 0.6535147
#> [3,] 0.9046857 1.0663428 0.9731131 1.1068476 1.1178500 0.8823951 1.0241840
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.5859849 1.0968915 1.3606144 0.8952293 1.298566 1.0715245 0.956587
#> [2,] 0.8469433 0.9963708 0.7498268 0.3954351 1.750911 1.3694859 0.920180
#> [3,] 0.9723880 0.9716117 1.0769397 0.9163312 1.105745 0.9702954 1.063693
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.0177206 0.6997921 1.242125 1.6248714 0.8920530 0.8623760 1.318081
#> [2,] 0.7060917 0.9289700 1.271091 1.2743622 0.6902269 0.5017089 1.011134
#> [3,] 1.0533598 0.8779089 1.086492 0.9435683 1.0399690 1.0458820 1.028159
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.4449459 0.9274015 0.6977605 0.9996171 1.0347072 0.7444692 1.1931348
#> [2,] 0.8339228 0.6466669 0.2587945 1.4544300 1.0008130 0.9802258 0.8661294
#> [3,] 0.9095738 1.0543163 0.9995687 1.0593165 0.9971733 1.0508507 1.0039018
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.4657992 1.0880910 0.9479980 0.6086217 0.8619649 1.1032255 0.8063900
#> [2,] 1.1175063 0.8152049 1.0520520 0.4096988 1.0666623 1.6131293 1.0030426
#> [3,] 0.9497291 1.0793528 0.8876555 0.9760805 1.0475577 0.9816527 0.9503599
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9804378 0.8551697 1.2046080 0.976685 1.0074012 0.7928990 1.232619
#> [2,] 1.8633161 0.9463975 0.5392427 1.929927 0.8002744 0.6836434 1.837554
#> [3,] 0.9787401 0.9799262 1.1236955 1.030177 0.9587064 1.0088028 1.002552
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.8945467 1.2098434 1.1665738 0.6434748 0.9026996 1.2702420 1.0282574
#> [2,] 1.6309260 0.7832080 0.8201944 0.4927520 1.1409380 1.2699313 1.2874669
#> [3,] 1.0478719 0.9366575 1.1600105 0.9886320 1.0197563 0.9428188 0.9957561
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.9592908 0.9376550 1.1197659 1.4515601 0.9110969 1.065428 0.7478496
#> [2,] 1.6621681 1.3196845 0.9677931 0.4993469 0.7592614 1.181714 0.6605177
#> [3,] 0.9945298 0.9917494 0.9195123 1.0819513 0.9659523 1.081607 0.9116801
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.569754 1.3119007 1.125781 1.1304503 0.8756125 1.1809255 0.9954491
#> [2,] 1.550118 1.3143373 1.039894 0.3092734 0.9629609 0.5453366 0.9719663
#> [3,] 1.065466 0.8999672 1.018949 0.9228827 1.1500383 0.8300047 1.1258077
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.1353516 0.6523271 1.128400 0.8298480 0.7634068 1.2778143 0.9788323
#> [2,] 0.6418542 1.6227323 2.615494 0.4876189 0.5034726 1.6646530 0.6159498
#> [3,] 1.0210738 0.9589075 1.089461 0.8058608 1.1473368 0.9066003 1.0207236
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.7873458 0.6944056 1.0399738 1.1223315 0.8747895 1.5654334 0.5754434
#> [2,] 2.2641206 0.9336465 0.9905091 0.7192171 0.8898754 1.2597665 0.9371166
#> [3,] 0.8979371 1.0940215 0.9891210 0.9041476 1.1208017 0.9612438 1.0022337
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.9954963 0.8102263 1.2610396 0.9910828 1.058533 1.0878407 1.075032
#> [2,] 2.6082766 1.6075478 0.4827385 0.7978315 1.107137 0.4783375 1.203102
#> [3,] 1.0819769 0.8440272 1.1410130 0.8282242 1.163397 0.8005438 1.131305
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.7522242 1.175604 1.0268101 1.007594 1.0190685 0.840187 1.410231
#> [2,] 0.7739385 1.240971 0.9336781 1.458549 1.6238970 1.067768 1.403728
#> [3,] 1.0013565 1.037391 0.9415237 1.064349 0.9470356 1.074459 1.084475
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.9144236 1.114701 0.7493332 0.8901376 0.8661405 0.7133639 1.0101639
#> [2,] 0.3356425 1.255773 1.2823319 1.4475708 2.8172238 0.9492522 1.4882014
#> [3,] 0.9879400 1.054300 1.0110066 1.0184165 0.9438469 1.0529231 0.9761512
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.5882554 1.128741 0.8625469 0.8621535 0.9944761 0.9620101 0.8564896
#> [2,] 1.8327579 1.005816 1.3189427 1.0391829 1.1437477 1.9106370 0.5464470
#> [3,] 0.8993113 1.034883 1.0695068 0.8767560 1.0775169 0.8734246 1.0227345
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.0011364 1.324548 1.2486560 1.138738 0.9871010 1.018226 1.1217074
#> [2,] 0.9908377 1.349555 1.2400139 1.029777 0.8676263 1.231534 1.4850290
#> [3,] 0.9300162 1.051417 0.9680928 1.102269 0.9850948 1.012289 0.9941268
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.7838838 0.9522285 1.0437075 0.8394328 1.0817911 1.222213 1.2370280
#> [2,] 0.5181993 2.8599228 0.9456235 0.4635340 1.1034646 2.878137 0.6452041
#> [3,] 1.0832175 0.9259645 1.0307526 1.0400245 0.9024361 1.101369 0.8929482
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.1208506 1.1493475 0.8351783 1.0419699 0.7747950 0.9275242 1.1723928
#> [2,] 0.4093353 1.2911212 1.7301128 1.1174959 0.9249076 0.5817188 0.7407972
#> [3,] 1.1570434 0.8888358 1.0438693 0.9486063 0.9855848 1.0466991 0.9639038
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.0251329 0.9614509 1.7356419 0.7064847 0.8804396 1.233137 0.9225071
#> [2,] 0.6970313 1.0826807 0.8306302 0.8378670 1.7859553 1.306988 1.4468391
#> [3,] 1.0518478 0.8726893 1.0676127 0.9448256 1.0388322 1.179702 0.9196701
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.219381 1.1721547 1.0285901 1.2228040 1.047353 0.6134887 1.6009752
#> [2,] 1.253562 0.3162705 0.9103757 0.6810361 1.964171 1.0554952 1.1607995
#> [3,] 1.020322 1.0156175 0.9786733 1.1154705 0.981924 0.9821629 0.9924722
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.9819590 0.9767915 1.021217 0.8793325 1.0545626 1.0618889 0.687939
#> [2,] 0.5754007 0.9967988 1.037379 1.1194433 0.4532354 0.5516787 2.891501
#> [3,] 1.1273043 0.8829586 1.060295 0.9582021 1.1212558 0.9562166 1.007594
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.5290568 0.5854977 1.403528 1.365171 0.8124306 0.9947246 1.3854819
#> [2,] 0.9425613 1.1679137 1.005520 1.017163 1.5142596 0.9811962 0.5336758
#> [3,] 0.9694506 0.9671068 1.051195 1.083161 1.0130895 0.8841026 1.1106506
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.8703493 0.798468 0.9152035 1.429909 1.0091071 1.0443826 1.0911979
#> [2,] 1.0192884 2.064907 1.0846653 1.046888 1.0579916 0.8910135 0.7229824
#> [3,] 0.9537192 1.042228 0.8996712 1.055749 0.9241907 0.9917112 1.0011816
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.7379511 1.0171872 1.1516450 0.5677241 0.9419605 0.8152874 1.088997
#> [2,] 0.5188978 0.5659196 0.9417159 1.5493577 1.0685450 1.2174498 1.181817
#> [3,] 1.1212012 0.9575027 0.9535528 1.0336873 0.9896511 0.9371824 1.068225
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.9950928 0.9348166 0.6510166 1.3572733 0.6549300 0.7702399 1.134312
#> [2,] 0.6060512 0.7788272 1.0404391 0.3502143 0.8184148 0.8769896 0.302770
#> [3,] 0.9103851 1.1813492 0.8963005 1.0097890 1.0312183 1.0005173 0.954017
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.8454701 0.7267238 1.0024127 1.096156 1.113398 0.8810439 0.9723639
#> [2,] 1.1816175 1.2320545 1.7718919 1.320982 0.453575 0.5421991 2.6706572
#> [3,] 1.0448440 1.0595684 0.9539551 1.062689 1.014943 0.9453040 1.0003602
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 1.0857548 0.9494562 1.228930 1.1340988 0.9697408 0.8210757 1.086696
#> [2,] 0.4586393 0.9496675 0.430441 1.3238403 0.5303170 1.2193315 1.496685
#> [3,] 1.0410545 0.8916364 1.126247 0.8523902 1.0390491 0.8870585 1.082336
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.8821392 0.8014675 0.9344118 1.020982 0.9650678 0.8850399 0.9599539
#> [2,] 1.1610746 0.7673511 1.4984809 1.700684 0.6067663 0.9782446 1.1695916
#> [3,] 0.9896790 1.0025927 0.9591914 1.014514 0.9184823 1.0212595 1.0027245
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 1.161781 0.8806582 1.2609142 1.050267 0.8708876 0.8892315 1.0422134
#> [2,] 1.066771 1.1625308 0.4616703 1.223953 0.9748692 1.0705465 0.5746630
#> [3,] 0.954620 1.0201069 1.0035371 1.019037 1.0650790 1.0147906 0.9662616
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.0736825 0.9529966 0.6142467 1.2103777 1.0171923 0.6027366 0.8417488
#> [2,] 0.7428628 1.5360371 0.8483558 0.5064660 0.9636587 0.6907245 0.7598035
#> [3,] 1.0105924 0.9917268 1.0694106 0.9200816 1.1010375 0.9452024 1.0464730
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.2213636 0.8894474 1.0082654 0.9905224 0.7297435 1.335413 0.5319634
#> [2,] 2.2701942 0.6730571 0.7803655 0.8487543 1.2534896 1.205516 1.4856915
#> [3,] 0.8370984 1.0648324 0.9938405 1.1066344 0.9510118 1.040032 1.0355669
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.8881836 0.8319457 1.2128548 1.1561836 1.0019380 0.874911 1.0537587
#> [2,] 1.6695028 0.8466396 0.6096295 2.6040283 0.6609539 1.667200 1.1057584
#> [3,] 0.9993425 1.0590257 1.0861061 0.9650653 0.9219183 1.077446 0.9279518
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.327275 0.9886899 1.1004867 0.8750648 0.8548291 1.0434523 0.9964438
#> [2,] 2.353989 0.5719045 0.8823382 0.9037196 0.6302598 0.9599856 1.0925793
#> [3,] 1.132643 0.8808371 1.0587033 0.9804624 0.9648314 0.8708414 1.0469739
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.2253716 0.9676540 0.9883827 0.8768907 1.148361 1.041183 0.9894288
#> [2,] 0.3629764 0.7339143 1.1739289 1.0264682 0.590442 1.435144 0.6652598
#> [3,] 1.0166877 1.0215810 1.0680779 0.9826419 1.053376 0.922261 1.0415375
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.7318972 0.7824763 1.043955 1.3178177 0.8050994 0.9576249 0.848444
#> [2,] 0.9993779 0.5410043 1.122110 0.2779665 2.6745076 0.7138252 1.116615
#> [3,] 1.0169777 0.9628766 1.000387 1.0383648 0.9666314 0.9857719 1.045398
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 1.072067 0.7773939 1.1469506 0.8174216 0.8149938 0.9811967 1.1717135
#> [2,] 1.595535 0.6594239 1.1896249 1.0787853 0.7802608 0.5466543 1.5968806
#> [3,] 1.015535 0.9793031 0.9864239 0.9984306 0.9941343 1.0110881 0.9889269
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.8826775 0.8029022 1.0529026 0.8810094 0.861555 0.9317163 1.2568691
#> [2,] 0.8509643 1.7482551 1.7478193 0.5190533 0.827813 0.4473011 0.6198917
#> [3,] 0.9149386 1.0894386 0.9797092 0.9990288 1.099678 1.0100504 1.1042734
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.5990504 0.8591266 0.9892643 0.8685517 0.7847819 0.6780857 1.161490
#> [2,] 1.2919840 1.3969545 0.7744812 1.0186163 1.1567012 0.9822991 2.428642
#> [3,] 0.9913179 0.9681611 1.0810722 0.9147559 1.0416221 0.8799999 1.139326
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.0373958 0.9315682 0.9793823 0.8942999 1.111024 0.9152275 0.6872180
#> [2,] 0.5383635 2.3968610 1.2608872 0.8949454 2.140322 0.7176923 0.8801746
#> [3,] 1.0270557 1.0974317 1.0538013 1.0692614 1.009765 0.9171487 1.0874819
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.3189200 0.7782115 1.2870910 1.2306095 1.1322881 0.9030881 1.0407653
#> [2,] 0.8636908 0.5944728 0.8741089 1.9182189 0.9079185 1.0305641 0.8863415
#> [3,] 0.9577401 1.0105116 1.0284391 0.9630647 1.0029487 1.0211908 1.0314203
#> [,302] [,303] [,304]
#> [1,] 0.7203815 0.7620856 1.283814
#> [2,] 1.5255260 0.9593612 1.462581
#> [3,] 0.9963715 1.0126447 1.094660
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.9030361 1.0724909 1.112591 1.0456093 0.8917977 0.9078783 1.2263529
#> [2,] 1.1754082 1.0227856 1.505403 0.9175144 1.3482222 1.0831676 0.4119700
#> [3,] 1.0962762 0.9051548 1.007669 0.9597149 1.0302361 1.0223580 0.9967743
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.0367594 0.8898760 1.388958 0.8817867 0.7526340 1.3399123 1.0265189
#> [2,] 1.9732927 0.6649177 1.174592 0.8687814 0.9219673 0.6085234 0.8187163
#> [3,] 0.9426681 1.0742432 1.064611 0.8897408 1.0988669 0.9272579 0.9931525
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.2256898 1.337484 0.9077964 1.0747481 0.9129298 0.9558254 0.888910
#> [2,] 0.6347745 1.416768 0.8453765 0.9111495 0.9268804 0.8168385 1.049332
#> [3,] 1.0371560 1.028856 0.9949392 0.9552574 1.0919360 1.0017342 1.029713
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9805242 0.8948549 0.918424 0.9841869 0.9353128 0.896541 0.9171985
#> [2,] 0.7943858 0.5720175 2.584264 1.7255642 1.0502694 1.119581 0.6369202
#> [3,] 1.0044865 0.8931909 1.065982 0.9551024 1.0533821 1.056405 1.0014993
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.7848691 0.8884142 0.8669005 0.9811843 1.427664 0.8465666 0.9577139
#> [2,] 1.0525017 0.7703919 0.9913323 1.0048458 1.264626 1.0382270 1.5773683
#> [3,] 1.0625514 1.0661380 0.9248002 0.9410206 1.017089 0.9364398 1.0333892
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.9432884 0.9283179 0.9470051 1.0552987 0.9736204 0.9387666 1.398338
#> [2,] 0.4538136 1.2102934 0.9960103 1.1058415 0.6339767 0.5797010 1.685442
#> [3,] 1.0294818 0.9528948 1.0052825 0.9502994 1.0575092 0.9424656 1.012556
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.0289233 1.0154776 0.9943293 1.2068279 1.072841 0.9095377 1.0493246
#> [2,] 0.4953987 0.8902825 0.2197778 1.4164107 1.059455 1.3391900 0.6355563
#> [3,] 0.9830305 1.0510436 0.9071883 0.9677505 1.049076 1.0046765 1.0875979
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.3626452 1.1030335 0.8554413 0.9228781 1.203541 1.0321419 0.7391506
#> [2,] 1.2964480 0.4110142 0.5231696 1.2619160 1.082190 1.0839978 0.9165285
#> [3,] 0.9799771 1.0367114 0.9804394 0.9975088 1.008516 0.9603179 0.9844536
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.8596917 1.038629 1.022615 1.116806 0.8415618 1.1185422 1.0134219
#> [2,] 1.1952266 1.344751 1.042636 1.767875 0.7792610 0.8139263 1.0216630
#> [3,] 0.9779325 1.007262 1.023972 1.057875 0.8523786 1.1162244 0.8674407
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.237186 1.1281501 0.9209925 1.0248134 0.985565 1.0670892 1.061427
#> [2,] 1.712701 1.2098738 0.5514164 0.8456121 1.833416 0.9047894 1.329680
#> [3,] 1.106910 0.9402297 1.0785974 0.8969113 1.019696 0.9510139 1.073421
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.0717576 0.8541605 1.0367921 1.3079050 0.9235367 1.1439339 1.0956725
#> [2,] 0.5381139 0.9897445 0.9951572 0.6332127 0.8097352 1.1430140 0.8230759
#> [3,] 1.0742533 1.0209370 1.1048490 0.9203494 1.1862286 0.8311711 1.1209346
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.7553850 1.155097 1.0408740 0.8203750 1.145376 0.8835386 0.8514225
#> [2,] 1.7170913 1.069794 0.9437926 0.3132146 1.484286 0.8542618 1.1489847
#> [3,] 0.8553955 1.065119 0.9284035 1.0045097 1.058664 1.0336332 1.0032967
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.578617 0.8016032 1.2927655 0.9767632 0.9865004 1.134903 0.7671948
#> [2,] 1.423551 1.4163996 2.3210856 0.7085599 1.3485814 1.222753 0.6430630
#> [3,] 1.062158 0.9392484 0.9596237 1.0500574 0.9486775 1.095806 0.8987140
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.0777609 0.8329756 0.8841956 0.9318057 0.9701276 1.206362 0.8885851
#> [2,] 0.8743022 0.9255842 1.1123427 0.8669025 0.8107742 0.975656 2.3810155
#> [3,] 1.1763904 0.8700583 1.0268737 0.9678742 1.0157855 1.090194 0.8956170
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.039357 0.8386512 0.9860333 0.9383839 1.103593 1.0118578 0.9271036
#> [2,] 2.422114 1.2973083 0.7002526 1.5004190 1.887868 1.4927813 1.3380687
#> [3,] 1.061938 0.9106928 1.0886400 0.8747043 1.050769 0.8871351 1.0976566
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.0555200 1.003791 0.9748205 1.010410 1.0614836 1.036449 1.0922724
#> [2,] 0.7770617 1.132922 0.7450778 2.398401 1.1604730 0.778561 1.4032522
#> [3,] 1.0521626 1.074318 0.8967815 1.224299 0.8236497 1.058175 0.9538589
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.9064817 0.8347957 0.9852827 1.0503534 0.9895522 0.8796880 1.315388
#> [2,] 0.3989034 0.8375648 0.5831089 1.0450153 1.6886752 1.1801184 1.161279
#> [3,] 1.0201107 0.9769072 1.0759977 0.9565685 1.0432635 0.9301744 1.043810
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 1.0535632 1.0352484 1.1427450 1.1419647 1.0562120 0.8633415 0.8046372
#> [2,] 0.5464207 1.4898081 0.7547329 1.9349279 0.4731541 1.4088911 0.6433034
#> [3,] 1.0061947 0.9530139 1.0869922 0.9903478 0.9664749 1.0111493 1.1345543
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.1608940 1.0855828 1.2102088 0.9861096 1.1839246 0.7549477 1.089071
#> [2,] 1.4214277 0.9209546 1.2772895 0.6385294 0.8020280 0.7133714 1.555805
#> [3,] 0.9394072 1.0042423 0.9669208 1.0583969 0.9341594 1.0863054 1.052163
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.9202142 1.184258 0.9624183 0.9370360 1.0967947 0.8554084 0.9726002
#> [2,] 0.9035644 2.082892 0.7832765 0.9946643 1.3185204 1.3201078 0.6483497
#> [3,] 0.9121318 1.055330 0.9881773 1.0765864 0.9835263 1.1213603 0.9678490
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.0041925 0.8377843 0.8088637 0.7181628 1.1331468 0.9527017 0.9491653
#> [2,] 0.6727131 1.4803701 0.7107395 1.1864661 0.9025095 0.6069969 0.8952177
#> [3,] 1.0988505 0.9590470 0.9814472 1.0820570 0.9834335 1.0225862 1.0358971
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.1638411 0.9217878 1.0858028 1.1217585 0.8917427 0.9994618 0.9064263
#> [2,] 0.7712369 1.3841481 0.6629038 0.6432672 1.4410810 1.0280559 0.7578599
#> [3,] 0.9689187 1.0233476 0.9754838 1.0512317 1.0295653 0.9702329 1.0214019
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.0013522 0.797398 0.9596515 1.067840 1.0442561 1.2079844 1.2081248
#> [2,] 1.5792283 0.321114 1.1890327 1.141525 1.2792888 0.9110939 0.8363314
#> [3,] 0.9858122 1.004058 0.9492175 1.080900 0.8697415 1.0067329 1.0367656
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.8747279 0.9352653 0.8268333 1.0690074 0.9042019 1.3931659 0.7919432
#> [2,] 0.8754816 0.6598800 2.0458628 0.9349777 0.7852090 0.6446329 1.7968227
#> [3,] 1.1198080 0.9769499 0.9612729 1.0686459 0.9349571 1.0120242 0.9952264
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.0363051 0.7969728 1.150661 1.044418 0.8488484 1.0897609 1.0994404
#> [2,] 0.7546954 0.9246309 1.026418 1.089538 0.8569462 1.0064414 0.9281979
#> [3,] 1.0586039 0.8965620 1.086932 0.884728 1.1096755 0.9751532 1.0139546
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.2988036 1.1277579 0.8540369 0.9003228 1.0102086 1.0017109 0.7995583
#> [2,] 0.6631678 0.5489248 0.6169337 1.0790322 0.8861319 0.5509408 1.8347651
#> [3,] 0.9498099 1.0271450 0.9715429 1.0308168 0.8705631 1.0939215 0.9042198
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.8265735 1.1078219 1.098275 0.7235406 1.1905698 0.8637922 0.9002676
#> [2,] 0.7952854 1.0999872 1.566920 0.8106872 0.8686953 0.8818214 0.9835962
#> [3,] 1.0216923 0.9825828 1.070277 0.9366764 1.0060286 0.9123070 1.0627038
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.8922059 1.179179 0.9852929 0.7276292 1.059544 0.8093770 1.2907169
#> [2,] 0.4866599 0.906366 1.8187955 0.2923751 1.613046 0.5637851 0.3664302
#> [3,] 0.9837068 1.016142 1.0090120 1.0151603 0.990679 0.9700911 1.0547905
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.860378 1.0076975 0.9797200 1.275860 1.048241 1.2842232 1.084016
#> [2,] 0.936806 1.1246988 1.0241200 1.202867 1.057220 0.9111611 1.139834
#> [3,] 1.036357 0.9356828 0.9851163 1.053395 1.046212 0.9504904 1.107973
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 1.0710204 1.130825 0.8443517 0.9967327 1.0663333 0.8549481 1.0167818
#> [2,] 0.7110023 1.108302 1.1146601 1.1862374 0.5542183 0.5033307 0.7718706
#> [3,] 0.9085741 1.144895 0.9149360 1.0162086 0.9616092 0.9504249 1.0393844
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.0500591 1.056543 0.9149094 0.9599311 0.9935720 1.0524115 0.9529481
#> [2,] 1.1049539 2.051905 0.7443593 1.4521015 0.6638451 1.5679926 1.0492204
#> [3,] 0.9781687 1.026630 1.0578539 1.0686387 0.9918676 0.9979181 0.9170408
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.7821166 0.9322717 0.9007176 0.9949259 0.9682234 0.9316839 1.2240327
#> [2,] 0.9467585 0.8543648 0.5703092 1.8389912 0.8204093 0.9823649 0.4529002
#> [3,] 1.0905955 0.9076313 1.0033231 0.9884521 1.0581879 1.0117658 0.9935618
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.9995211 1.0373767 0.9393635 0.9094576 1.041746 0.9173039 0.8117318
#> [2,] 1.3256070 0.7390643 0.8864266 0.6041080 1.194025 1.1035472 0.8462857
#> [3,] 0.9965738 0.9700529 1.0956447 0.9084605 1.129931 0.9423017 1.1073380
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.0125988 0.9097002 1.1824422 1.0923018 1.027403 1.0290448 0.8103916
#> [2,] 1.5232315 0.4152652 0.8944252 0.9858518 3.207246 1.8685376 1.1308224
#> [3,] 0.9675912 0.9849932 1.1410829 0.9272528 1.056569 0.9356297 1.1203381
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.9329615 0.8897074 0.8776418 1.1667817 0.8597615 1.255589 1.0746947
#> [2,] 1.3634850 0.9051909 0.7294889 1.8889228 0.6304829 1.552682 0.9792304
#> [3,] 0.9911667 0.9654880 1.1174969 0.8675246 1.0228831 0.987083 1.1095956
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.0136861 1.1367895 1.1843163 0.8964219 0.8751940 1.4168964 1.1116570
#> [2,] 2.0156525 0.7457346 1.4662481 1.0254258 0.9613225 0.9127166 2.4390446
#> [3,] 0.9037108 1.1390395 0.9112428 1.0696837 0.9208055 1.1862608 0.9005836
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.8551144 0.964087 1.1386363 0.8609514 0.7773324 0.8194837 1.1679013
#> [2,] 0.5027937 0.642389 1.5752665 1.0746308 0.3879201 1.2505545 0.8297906
#> [3,] 1.0274896 1.073325 0.9635182 1.0475659 0.9232183 1.0421437 0.9221116
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.8685008 0.9133936 0.9913593 1.3594057 1.0041328 1.0219310 0.9861291
#> [2,] 1.0470198 0.6245727 1.3499739 0.6515645 1.0098841 1.0520127 1.0332888
#> [3,] 1.0394437 1.0335450 0.9652359 1.0170405 0.9951672 0.9300619 1.1841315
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.9678230 0.7825493 0.8011484 0.8674759 0.8972347 0.9424130 1.289639
#> [2,] 0.6776156 0.6740581 1.4233267 0.9778559 0.4996165 0.7889123 1.910916
#> [3,] 0.9721244 1.0403918 0.9462640 1.1327006 0.9990443 1.0140921 1.009011
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 1.109796 0.8853507 1.034939 1.1838565 0.9007731 0.8264074 1.1108631
#> [2,] 1.033988 1.6954570 1.035916 0.4898672 0.7768529 0.9112363 0.7359177
#> [3,] 0.976521 0.9088422 1.052646 0.9202639 1.1387615 0.9047007 1.1225136
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.9844119 0.9215293 1.0371042 1.1974563 0.7977694 0.9285475 1.2176138
#> [2,] 1.7965627 0.8660784 0.9184554 0.6391818 0.8472698 1.8276341 1.1480774
#> [3,] 0.9314729 1.0173304 0.9514763 1.1152198 0.8920246 1.0522545 0.9268705
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.3207589 1.0555706 0.9982107 0.8553773 1.112775 1.259448 0.9165587
#> [2,] 0.2637718 2.0341102 2.2079760 0.8448387 1.040691 1.350332 0.9993047
#> [3,] 1.0729789 0.9970521 1.1058700 1.0176350 1.051983 1.009938 0.9286227
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.8971157 0.9942495 0.8702691 1.2474669 0.9878993 1.1306889 0.9027291
#> [2,] 1.4356723 0.5817304 0.9926525 2.0333900 0.9245991 1.0510416 0.9784573
#> [3,] 1.0050836 1.0113687 1.0649262 0.9186167 1.1746546 0.8597863 1.1112135
#> [,302] [,303] [,304]
#> [1,] 0.9282958 0.822838 1.4591575
#> [2,] 0.8723108 1.147282 0.6963843
#> [3,] 0.9239759 1.070564 0.9826042
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.9422229 1.018826 0.8632396 1.1115494 0.9807771 0.9591114 0.8357319
#> [2,] 1.4825000 1.612092 1.0057475 0.9110497 1.1676062 3.1006957 0.5585302
#> [3,] 0.9792443 1.179616 0.8698786 1.0065765 0.9682767 1.0215597 1.0294632
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.9888177 0.7213498 1.1121893 0.7595272 0.8634055 0.9516441 1.2810946
#> [2,] 1.9625521 0.7763981 0.9965422 1.0154653 1.2052543 0.7037418 1.6499135
#> [3,] 1.0274727 0.9797105 1.1300962 0.9332923 1.0263895 0.9664936 0.9589662
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.1027120 1.026594 1.065507 0.9469967 0.9873064 0.9490704 0.9309257
#> [2,] 0.8873221 1.491858 1.372745 0.7510671 0.8695442 1.1076264 1.8027431
#> [3,] 1.0459359 0.910052 1.083426 0.8108363 1.1026634 0.9492816 1.0059977
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.0704935 0.9208235 0.9580093 0.8645414 1.0760194 0.8715490 0.8064979
#> [2,] 1.0266221 0.4167368 0.9164788 0.8535403 1.2826160 0.9305597 0.7844061
#> [3,] 0.9307515 1.0741703 0.9394319 0.9670619 0.9624244 0.9974155 1.0323148
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.0315047 0.9343996 0.9606307 1.128458 1.0350999 0.9050225 1.0734602
#> [2,] 1.1791885 0.9962896 1.0280815 2.375582 1.2029942 1.4936039 0.9471335
#> [3,] 0.8194169 1.0605593 0.8489331 1.089601 0.8799773 1.0911035 0.9735982
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.1750141 0.9966946 1.1277261 1.1730321 1.0015535 1.1600397 1.0362880
#> [2,] 0.7594666 1.1570638 0.8054479 2.7226283 0.5044907 0.6957015 0.9529952
#> [3,] 1.0073121 1.0831481 1.0560836 0.9510029 1.0735463 1.0267360 1.0066407
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.059819 1.1065306 0.8782146 1.0864242 0.9951299 0.8800971 1.1180068
#> [2,] 1.082580 0.9442462 0.1916196 1.2401878 0.7252005 1.0137364 0.8902648
#> [3,] 1.069128 0.8760328 1.0461062 0.8597295 1.1963689 0.9638147 1.0654729
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.9959728 0.8988113 0.8359933 1.0551282 0.9451924 0.8103456 1.0082258
#> [2,] 2.0860488 0.5806583 1.0322212 0.7586683 1.0411857 1.0516919 0.7658273
#> [3,] 0.8917267 1.1233645 0.9128750 0.9029994 1.0169483 1.0361221 1.0084325
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9666380 1.0565388 0.9014194 1.0042851 0.8542770 1.1478805 0.8381756
#> [2,] 0.7742834 0.9746224 1.0753556 0.9081989 0.6550861 0.8914983 0.8829150
#> [3,] 0.9613434 1.0116340 1.0500903 1.0770852 0.9436225 1.1310354 0.8726553
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.8772281 1.005063 1.0835777 0.945773 0.9299875 0.8567495 0.9662233
#> [2,] 1.6056654 1.200326 0.7706850 2.147099 1.6167258 0.3674385 1.2017690
#> [3,] 1.1109215 1.022814 0.9351388 1.115883 0.9990457 1.0586231 1.0145793
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.1130785 0.937297 0.9254144 1.0371626 1.131263 1.0207513 1.2640918
#> [2,] 0.9573274 1.649012 1.4655146 1.0988550 1.005264 1.4495722 1.1071841
#> [3,] 1.0154299 1.019730 1.0046874 0.8693149 1.088495 0.8888824 0.9594477
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.711172 0.8678467 1.164021 0.9242205 0.9147701 1.269512 0.8859538
#> [2,] 1.625628 0.7026743 1.036255 0.3107377 1.6740873 1.878510 0.9124371
#> [3,] 1.080118 0.9206645 1.069906 0.8911222 1.0325719 1.101821 0.9118922
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.0651880 0.825005 1.150687 1.0686439 0.9350952 1.118948 0.9749456
#> [2,] 0.7267719 1.691092 1.221288 0.9369085 0.8222416 1.200875 0.6142842
#> [3,] 1.0349432 1.018089 0.834875 1.3086478 0.8195942 1.156420 0.8947043
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.9695822 1.066371 0.8611468 1.1193645 0.8919093 0.9712769 0.9287475
#> [2,] 0.9498720 1.453703 0.6690514 0.6258042 0.6862217 0.9050874 1.8426526
#> [3,] 1.0343782 1.000470 0.9737720 0.9870490 1.0637376 0.8566076 1.0123220
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.1765416 0.9836663 0.9730739 1.1842560 0.9383079 0.9597522 0.9542065
#> [2,] 0.9904485 1.5911497 0.9982985 1.6700752 1.0293922 1.2559915 0.8969043
#> [3,] 1.0281545 1.0477297 1.0824292 0.8115618 1.2384601 0.8104116 1.2503222
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.7765394 1.183414 0.9214428 1.106652 1.002259 1.1662865 0.9782731
#> [2,] 0.6787339 1.416625 0.7663209 1.643233 0.984436 0.9345694 0.9614269
#> [3,] 0.8358545 1.121017 0.9400024 1.065715 1.013896 1.0793013 0.9351676
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.0109852 0.8711986 1.0404936 1.0044391 0.8636709 0.8830852 1.0342169
#> [2,] 0.6856666 0.8746950 0.8323185 0.5243548 1.2179119 0.6278779 1.1269700
#> [3,] 1.0428009 1.0689102 0.9412692 1.0723023 0.8846397 1.1407568 0.9004862
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 1.0412065 0.9978927 1.2476467 0.9614514 1.2815461 0.9642673 0.8952446
#> [2,] 0.8821622 1.1316028 0.7927819 0.7361053 0.4190744 1.2885990 0.6881043
#> [3,] 1.0325997 0.9521511 0.9633960 1.0135403 0.9272475 1.0829512 0.9814818
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.126576 1.3037089 0.9653187 0.9324802 1.164264 0.7982871 0.944065
#> [2,] 1.481286 0.8866944 1.2836652 0.6106201 0.952537 0.6196836 1.592178
#> [3,] 1.110165 0.9897137 0.9952478 0.9745142 1.160176 0.8818074 1.117729
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.0798564 0.8541593 1.1547193 1.049625 1.2237761 0.8259471 1.2360718
#> [2,] 0.9703432 1.5328310 0.7507935 0.595941 1.3418109 0.6602232 0.6978460
#> [3,] 0.8301012 1.1733534 0.9797801 1.056746 0.8935186 1.0053005 0.8999583
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.8648955 1.0357597 1.0111761 0.9743168 1.1761309 1.0182846 0.9251653
#> [2,] 1.2041823 1.7423369 0.6748158 1.7169585 0.8150913 0.5902062 1.2730456
#> [3,] 0.9637433 0.9574911 0.9380907 1.1037308 0.9237623 1.0057338 0.9084390
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.024520 0.8193850 0.8552935 1.0555047 1.100218 0.9391594 1.1145566
#> [2,] 0.826260 1.8257727 0.4548598 1.2584318 1.163763 0.5868920 0.7044344
#> [3,] 1.103889 0.8924573 1.0478235 0.9279454 1.024310 1.0072064 1.0515679
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 1.025756 1.2325557 1.050127 0.8638648 0.8909660 1.1173311 1.173672
#> [2,] 1.310963 0.5198214 1.528767 0.8900032 1.4969933 1.2646079 1.581860
#> [3,] 1.018021 1.0526746 1.012018 1.0821365 0.9622074 0.9892853 1.011570
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.9537368 0.8578498 1.2234174 0.9428713 0.7145538 1.0643804 1.0819279
#> [2,] 0.8443036 1.8570872 0.8510732 1.2199280 0.7154837 0.6904844 1.8414568
#> [3,] 0.9310543 0.9763917 1.0347004 0.9103250 1.1099516 0.9306859 0.9724155
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.092466 0.7533759 0.8701583 1.1336389 0.9718504 1.2395965 1.1210943
#> [2,] 1.000580 0.6382132 1.0607906 0.9036951 0.9696403 0.4610841 0.8805788
#> [3,] 1.045305 0.8498713 1.1268272 0.8653576 1.0420435 1.0644637 1.0377389
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.8683681 1.0070311 1.0822646 0.9045593 1.0754734 0.9951069 0.9648796
#> [2,] 1.2954030 0.8328993 0.6902348 1.3119577 0.8541138 0.7928153 1.4803397
#> [3,] 0.8999175 1.0542900 0.9613794 1.0065133 0.9642712 1.1526217 0.7925137
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.8199459 0.9372414 1.115432 0.7255815 1.140896 0.9502274 0.9461064
#> [2,] 1.1517155 1.2372149 1.246431 1.0656732 1.656542 0.6702763 1.1164200
#> [3,] 1.0896386 0.8773864 1.224394 0.9278754 1.119021 0.9615581 0.9448775
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.9538042 1.157473 1.0363934 0.9658511 1.1714497 1.0658033 0.9435811
#> [2,] 1.0695304 1.033484 1.4829595 0.3619977 1.1505630 0.6661955 0.5129882
#> [3,] 0.9962960 1.021525 0.8747704 1.2010329 0.9634803 1.0306495 0.9220248
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.016289 0.9414886 1.0917924 0.7683364 1.107460 0.9124412 1.011099
#> [2,] 1.075333 1.3936693 0.6719213 0.9164326 1.458793 1.1896934 1.166946
#> [3,] 1.003114 0.8445579 1.0830053 0.8856333 1.090131 0.9353931 1.077517
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 1.3262842 0.9360219 0.9691279 1.242380 0.9164654 0.9393513 1.010299
#> [2,] 0.9723393 0.9303852 1.0205354 1.072817 0.6986832 0.4476194 1.760216
#> [3,] 0.9966849 1.0084793 0.9790507 1.047401 0.8727157 1.0419176 0.876939
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.8984306 1.1993697 0.9634698 1.1287540 0.9230593 0.9640022 0.9012637
#> [2,] 0.6539466 0.8950031 0.5023671 1.4248327 0.7696767 1.6716921 1.0148409
#> [3,] 1.1904413 0.8510758 1.2412386 0.7790841 1.1607639 1.0054981 0.9258003
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.8612107 1.1487429 0.9073429 1.274799 0.8147711 1.2324223 0.9156596
#> [2,] 1.4925751 0.5096744 0.8282955 1.346528 0.9576516 1.2882925 0.5151547
#> [3,] 1.1398317 0.8764543 1.0990080 0.930182 1.0760391 0.9228771 1.0851697
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.1128803 1.172272 1.180792 0.8491541 1.0286472 1.1941906 0.9173769
#> [2,] 0.8576110 1.548929 2.163831 0.5230325 0.7515772 0.7686023 0.8255363
#> [3,] 0.8811042 1.054613 1.015481 0.9298947 0.9496961 1.1490757 0.9291055
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.9947215 1.0942902 1.010158 1.1685201 1.080242 1.2577770 0.9614458
#> [2,] 1.2306578 0.5041046 1.338685 0.9765090 1.286977 1.2836450 0.7470990
#> [3,] 1.0911477 0.9157465 1.030246 0.8856877 1.207934 0.8042405 1.2005610
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.0717890 0.8652717 1.0013044 0.8707021 0.9981825 1.0036374 0.9692894
#> [2,] 1.8715416 0.8664662 0.5109934 1.5042438 1.0059995 1.6710153 0.8936239
#> [3,] 0.8413111 1.1776413 0.8403138 1.0804387 1.0101523 0.9275954 0.9862255
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.2444644 0.9509353 0.9159664 0.9012785 0.8799512 1.1209514 0.9710386
#> [2,] 0.7714903 0.7157646 1.2675695 0.6075322 0.9265884 0.6188629 1.3713840
#> [3,] 0.9723203 1.0916678 0.9471760 0.9980322 1.0883112 1.1022261 0.8887972
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 1.0196246 1.3739464 1.074597 0.8885178 0.9382007 0.8751239 0.9577725
#> [2,] 0.5012326 1.6188152 1.382089 0.6495722 1.3632787 1.1603652 0.8048015
#> [3,] 1.1467478 0.8399559 1.128870 0.8562147 1.1081364 0.8602648 1.0056332
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 1.1554687 1.126843 1.1050230 1.1363872 0.9411488 0.9742733 0.8623141
#> [2,] 1.0278616 1.141811 1.0730375 0.6987848 1.1949210 1.1264178 1.1466601
#> [3,] 0.9489265 1.062317 0.9468873 1.0628075 0.9741475 0.9755017 0.9602954
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 1.0400389 0.888726 0.8968943 0.9530228 1.0383001 1.0091627 0.9343293
#> [2,] 0.4908525 1.066494 1.3745224 1.2853610 0.6472782 0.4738343 1.1231554
#> [3,] 1.0401133 1.013843 1.0317435 1.0110499 1.1381029 0.8430913 1.0763322
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 1.3178890 0.7678847 0.8122481 1.0153076 0.9290172 0.8510001 1.0522009
#> [2,] 0.6679323 0.7600593 0.6138477 0.1908899 2.7213450 0.6426256 0.9614606
#> [3,] 0.9417868 0.9488044 1.0787647 0.9710110 1.0009425 0.9739756 1.0317384
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.09881 0.9681473 0.9644845 1.0433196 0.9833537 0.9482814 1.1457250
#> [2,] 1.53997 0.6205386 1.3113932 0.6959966 1.1577791 0.8669668 0.9955441
#> [3,] 1.00487 1.0265641 0.9976097 1.0860525 0.9489454 1.1521387 0.9358537
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.2854483 0.9893624 0.9700446 0.9613157 0.9886709 0.9243044 1.007889
#> [2,] 0.6959975 1.8896194 1.8596594 0.9153058 0.9249463 0.7389159 1.404583
#> [3,] 0.9969926 0.8564277 1.3167073 0.7829099 1.1000463 0.9961243 1.049400
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.8527546 1.2189297 1.039394 0.8411921 0.9727726 1.072135 0.9570438
#> [2,] 0.9318780 0.7453305 1.451673 1.3430440 0.6152702 1.348195 1.4630551
#> [3,] 0.9792381 0.9086337 1.055379 0.9709132 0.9977638 1.020331 0.9780113
#> [,302] [,303] [,304]
#> [1,] 0.961972 0.9811245 1.3146108
#> [2,] 0.564143 1.8816091 0.9448456
#> [3,] 1.092228 0.9347240 1.0374088
#>
#>
## ------------------------------------------------
## 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