The class PosteriorBSVART contains posterior output and the specification including
the last MCMC draw for the bsvar model with t-distributed structural shocks.
Note that due to the thinning of the MCMC output the starting value in element last_draw
might not be equal to the last draw provided in element posterior.
Public fields
last_drawan object of class BSVART with the last draw of the current MCMC run as the starting value to be passed to the continuation of the MCMC estimation using
estimate().posteriora list containing Bayesian estimation output.
Methods
PosteriorBSVART$new()
Create a new posterior output PosteriorBSVART.
PosteriorBSVART$get_posterior()
Returns a list containing Bayesian estimation output.
Examples
data(us_fiscal_lsuw)
specification = specify_bsvar_t$new(us_fiscal_lsuw)
set.seed(123)
estimate = estimate(specification, 10)
estimate$get_posterior()PosteriorBSVART$get_last_draw()
Returns an object of class BSVART with the last draw of the current MCMC
run as the starting value to be passed to the continuation of the MCMC
estimation using estimate().
Examples
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
# run the burn-in
set.seed(123)
burn_in = estimate(specification, 10)
# estimate the model
posterior = estimate(burn_in, 10)PosteriorBSVART$is_normalised()
Returns TRUE if the posterior has been normalised using normalise() and FALSE otherwise.
Examples
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
# estimate the model
set.seed(123)
posterior = estimate(specification, 10)
# check normalisation status beforehand
posterior$is_normalised()
# normalise the posterior
BB = posterior$last_draw$starting_values$B # get the last draw of B
B_hat = diag((-1) * sign(diag(BB))) %*% BB # set negative diagonal elements
posterior = normalise(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()PosteriorBSVART$set_normalised()
Sets the private indicator normalised to TRUE.
Examples
# This is an internal function that is run while executing normalise()
# Observe its working by analysing the workflow:
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
set.seed(123)
# estimate the model
posterior = estimate(specification, 10)
# check normalisation status beforehand
posterior$is_normalised()
# normalise the posterior
BB = posterior$last_draw$starting_values$B # get the last draw of B
B_hat = diag(sign(diag(BB))) %*% BB # set positive diagonal elements
posterior = normalise(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()Examples
# This is a function that is used within estimate()
data(us_fiscal_lsuw)
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
class(estimate)
#> [1] "PosteriorBSVART" "R6"
## ------------------------------------------------
## Method `PosteriorBSVART$get_posterior()`
## ------------------------------------------------
data(us_fiscal_lsuw)
specification = specify_bsvar_t$new(us_fiscal_lsuw)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
estimate$get_posterior()
#> $B
#> , , 1
#>
#> [,1] [,2] [,3]
#> [1,] 7.943266 0.000000 0.00000
#> [2,] 3.110113 17.596046 0.00000
#> [3,] -12.038878 -3.124202 10.71196
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 11.311573 0.000000 0.000
#> [2,] -3.834953 31.477211 0.000
#> [3,] -28.280359 0.772521 25.755
#>
#> , , 3
#>
#> [,1] [,2] [,3]
#> [1,] 11.641058 0.0000000 0.00000
#> [2,] 2.947451 34.2446017 0.00000
#> [3,] -44.121262 -0.0246992 42.49778
#>
#> , , 4
#>
#> [,1] [,2] [,3]
#> [1,] 12.742871 0.000000 0.00000
#> [2,] -4.930935 30.363965 0.00000
#> [3,] -41.553220 3.107125 42.50107
#>
#> , , 5
#>
#> [,1] [,2] [,3]
#> [1,] 12.357309 0.000000 0.00000
#> [2,] 5.920809 26.182226 0.00000
#> [3,] -45.447118 -2.738739 50.17462
#>
#> , , 6
#>
#> [,1] [,2] [,3]
#> [1,] 13.075976 0.000000 0.00000
#> [2,] -9.949207 13.069030 0.00000
#> [3,] -41.911781 1.344984 51.11874
#>
#> , , 7
#>
#> [,1] [,2] [,3]
#> [1,] 11.76467 0.00000000 0.00000
#> [2,] 14.09697 0.03543006 0.00000
#> [3,] -40.30377 -8.84054667 59.55676
#>
#> , , 8
#>
#> [,1] [,2] [,3]
#> [1,] 13.89840 0.00000 0.00000
#> [2,] -23.89394 17.78589 0.00000
#> [3,] -32.03925 -15.57209 64.65171
#>
#> , , 9
#>
#> [,1] [,2] [,3]
#> [1,] 16.60123 0.00000 0.0000
#> [2,] -27.96596 22.07834 0.0000
#> [3,] -27.37346 -21.14398 71.9359
#>
#> , , 10
#>
#> [,1] [,2] [,3]
#> [1,] 15.35344 0.00000 0.00000
#> [2,] -29.84285 23.51381 0.00000
#> [3,] -21.11523 -24.53711 73.23144
#>
#>
#> $A
#> , , 1
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.22591838 0.1967010 -0.5242168 0.1466662
#> [2,] -0.06991978 0.9773523 0.1567311 0.3224766
#> [3,] 0.04975700 0.2198071 0.6198091 -0.1557106
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.07833722 0.1674240 -0.30826566 0.1025265
#> [2,] -0.05019597 0.9543436 0.08712886 -0.2715181
#> [3,] 0.05628942 0.2320307 0.65196910 0.2418613
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.02883054 0.1763591 -0.24968498 0.1664445
#> [2,] -0.03042258 0.9905699 0.02200838 -0.2155952
#> [3,] 0.09349443 0.2013165 0.64303752 0.2152805
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.01927431 0.1746553 -0.23465967 0.1702586
#> [2,] -0.01520009 0.9563748 0.04133631 -0.2677014
#> [3,] 0.06089982 0.1938028 0.70249023 0.2798698
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.026990014 0.1803676 -0.23580385 0.2917987
#> [2,] 0.000722389 0.9996372 -0.02276269 -0.1645166
#> [3,] 0.071051866 0.1772816 0.71294203 0.2883363
#>
#> , , 6
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.02676074 0.1696659 -0.22652123 0.2527058
#> [2,] -0.04127467 0.9457870 0.09547486 -0.2118905
#> [3,] 0.04041737 0.1397984 0.77916786 0.1227908
#>
#> , , 7
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.00339802 0.1534082 -0.18866926 0.1543933
#> [2,] -0.02681376 1.0438256 -0.06461752 -0.2964414
#> [3,] 0.03647974 0.1240062 0.80548842 0.1253982
#>
#> , , 8
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.0072173 0.1405146 -0.1698503 0.2025891651
#> [2,] 0.1101409 1.1989595 -0.4024239 -0.0007390043
#> [3,] 0.0311183 0.1345545 0.8090463 0.2065841930
#>
#> , , 9
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.96516118 0.1443519 -0.1250934 0.18067094
#> [2,] 0.10058227 1.1849576 -0.3707391 0.01594166
#> [3,] 0.03401098 0.1260152 0.8110952 0.16600874
#>
#> , , 10
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.98129879 0.1458442 -0.1384439 0.2477547
#> [2,] 0.05909216 1.2088159 -0.3207691 0.2383185
#> [3,] 0.01075136 0.1152718 0.8497747 0.1298632
#>
#>
#> $hyper
#> , , 1
#>
#> [,1] [,2]
#> [1,] 1.800068 0.8743949
#> [2,] 2.155180 0.6906638
#> [3,] 2.768754 0.4726247
#> [4,] 43.436487 12.4397025
#> [5,] 28.412217 5.9549565
#> [6,] 28.248644 8.8502743
#> [7,] 3.035374 0.7753352
#>
#> , , 2
#>
#> [,1] [,2]
#> [1,] 7.196360 0.9979545
#> [2,] 27.830646 0.5676834
#> [3,] 19.760642 0.5030786
#> [4,] 19.198595 13.4493037
#> [5,] 29.163698 8.0514204
#> [6,] 32.564771 6.4905880
#> [7,] 3.530206 1.0527312
#>
#> , , 3
#>
#> [,1] [,2]
#> [1,] 19.685939 0.6305794
#> [2,] 122.597853 0.5986220
#> [3,] 94.924076 0.3993159
#> [4,] 59.401257 7.6190607
#> [5,] 71.725549 7.3507187
#> [6,] 29.939244 4.8764697
#> [7,] 4.187039 0.9483599
#>
#> , , 4
#>
#> [,1] [,2]
#> [1,] 31.177886 0.8241568
#> [2,] 156.623602 0.8855042
#> [3,] 267.951541 0.3089051
#> [4,] 55.873652 9.8966700
#> [5,] 96.289988 7.6416462
#> [6,] 113.259711 5.4183677
#> [7,] 7.871953 0.8404591
#>
#> , , 5
#>
#> [,1] [,2]
#> [1,] 43.42241 0.5842877
#> [2,] 76.98362 0.6555155
#> [3,] 406.32831 0.5060077
#> [4,] 157.00568 7.4400255
#> [5,] 116.13312 9.9188507
#> [6,] 109.77965 4.7014737
#> [7,] 9.06388 0.9033256
#>
#> , , 6
#>
#> [,1] [,2]
#> [1,] 35.27402 0.7747866
#> [2,] 123.86255 0.3742201
#> [3,] 307.57532 0.3329430
#> [4,] 198.34053 9.4418117
#> [5,] 170.19135 5.6331399
#> [6,] 154.46163 4.8079840
#> [7,] 12.34595 0.8959527
#>
#> , , 7
#>
#> [,1] [,2]
#> [1,] 52.37661 0.6737515
#> [2,] 33.55206 0.3385117
#> [3,] 236.65072 0.9009516
#> [4,] 210.57591 5.5860495
#> [5,] 156.75982 4.0487950
#> [6,] 236.21057 4.8216388
#> [7,] 16.64147 0.7505336
#>
#> , , 8
#>
#> [,1] [,2]
#> [1,] 32.11679 0.3127435
#> [2,] 79.92553 0.2810801
#> [3,] 353.65703 1.3555864
#> [4,] 203.16784 3.4681897
#> [5,] 325.56920 3.7339217
#> [6,] 166.46649 10.5240588
#> [7,] 20.22910 0.6318782
#>
#> , , 9
#>
#> [,1] [,2]
#> [1,] 47.41356 0.4658556
#> [2,] 241.94751 0.4125502
#> [3,] 350.60893 0.8116461
#> [4,] 345.65057 7.4737414
#> [5,] 200.80643 5.8848396
#> [6,] 325.08441 9.5476198
#> [7,] 19.27285 0.7129659
#>
#> , , 10
#>
#> [,1] [,2]
#> [1,] 78.60633 0.3425929
#> [2,] 54.72573 0.4379418
#> [3,] 705.92079 0.7035229
#> [4,] 362.94384 6.7050043
#> [5,] 384.37262 6.7104139
#> [6,] 377.42041 9.7289763
#> [7,] 29.83837 0.8736367
#>
#>
#> $lambda
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.7694325 6.5501910 0.5560636 0.7726495 0.2941235 0.7378432 1.2763080
#> [2,] 1.0853135 1.1796191 0.4565263 0.3250417 0.6669044 1.5209939 0.6302011
#> [3,] 0.5361614 0.7763684 0.7580960 0.6946766 1.0514108 0.8052463 1.3093465
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.4333206 0.6972284 0.4885359 0.8438296 0.6677517 0.1733104 0.3126761
#> [2,] 0.9200256 0.8448515 0.9325050 1.2421532 0.7569029 0.7102733 1.0058683
#> [3,] 0.6351710 0.5148160 0.5067535 1.0420550 0.4390206 0.5314084 1.7946006
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.4715528 0.7849777 1.007201 0.4306096 1.280210 0.3828254 0.4119243
#> [2,] 1.0949192 0.5660757 1.124324 1.3366239 0.647323 0.3096926 0.5898782
#> [3,] 0.7223583 0.3525302 1.393790 0.4513346 1.648440 0.6084460 0.5042629
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9253295 0.1834773 1.1164557 0.4279556 0.9281852 1.3165868 0.1254744
#> [2,] 0.8494136 1.9336954 0.4848687 0.8725209 0.7458331 0.7983457 0.3944085
#> [3,] 0.7759904 0.5306525 1.7612433 0.7107051 1.7230921 0.4082366 1.5349106
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.8690942 0.9486063 0.2097561 1.3392098 0.7352505 0.4637310 1.0396538
#> [2,] 0.5727142 0.3914582 0.8038960 0.4050937 0.5829604 0.6243345 0.7353113
#> [3,] 1.1843834 0.6355165 0.5900781 0.6107925 0.8980885 1.0379987 0.8445212
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 2.806992 0.3134319 0.5269401 1.3339117 0.6431675 0.3314159 1.4784229
#> [2,] 1.210901 0.6039915 0.8321864 0.4981852 0.5434097 1.5337138 1.2063145
#> [3,] 1.008814 0.6091005 2.4431938 0.6141849 0.3782856 0.9298954 0.2447462
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.4043740 0.8637894 0.8774244 1.0582665 0.2227507 0.5146636 0.4952086
#> [2,] 1.9948312 0.2122794 0.7536127 0.5600511 3.1383947 1.1241803 0.5409821
#> [3,] 0.3139746 0.8820253 1.3736054 0.6341910 0.8763197 1.7682435 0.6868564
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.6583339 0.4459459 0.4598169 1.2255453 2.2666409 0.3435551 0.2546114
#> [2,] 1.8470782 1.1087840 2.0029077 0.8169048 4.1663593 0.4645148 0.5379778
#> [3,] 1.3547661 0.9414463 0.8182446 0.8628901 0.6114659 1.4411879 1.7010143
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.3861425 0.7479241 0.8743942 0.6222236 1.5475368 0.3798347 0.2179168
#> [2,] 0.4554534 1.1065129 0.5730682 0.7553222 1.2646959 0.4182470 0.5509916
#> [3,] 1.3038495 0.6317857 0.2375356 0.4169249 0.8380869 0.5301258 0.9704331
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.7097956 0.2195984 0.1995429 1.5435849 0.2643763 0.1889335 0.3635687
#> [2,] 1.7941514 1.3755438 0.4307111 0.7113137 0.1834925 0.6439030 1.4146334
#> [3,] 0.9376766 0.8705368 0.8765406 0.4907202 2.4923173 1.8234923 1.7146484
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.5356024 0.2325513 0.5171713 0.3387301 0.4879161 0.7080055 1.1998779
#> [2,] 0.9655942 0.9530069 0.5248483 1.8199495 1.5913189 0.8581640 0.6870280
#> [3,] 0.6441771 0.4718448 1.0057919 0.9737464 0.5340708 1.3304175 0.4288532
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.4439011 0.2976763 0.3354605 1.451934 0.6063141 1.8271384 1.0826840
#> [2,] 0.5259333 0.3509611 0.7735755 0.739504 0.6661107 1.0014458 2.1650805
#> [3,] 0.6531922 0.4355133 0.8153413 1.008922 1.1858593 0.4439725 0.6337281
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.4108636 3.2565777 0.4636053 2.4431084 0.8557972 2.8875022 1.3381109
#> [2,] 2.5552793 0.2712479 0.4636738 0.5158940 0.7847162 0.6382795 2.7645518
#> [3,] 0.8066507 0.8932542 0.5621150 0.7019519 0.7334197 1.0707185 0.8080676
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.7660708 0.6478456 0.4797488 0.7054189 0.3829412 0.6811187 0.7662676
#> [2,] 1.1570676 1.3508756 0.6170072 2.9778373 1.6050136 0.7668185 0.5455241
#> [3,] 0.6275186 0.5630566 0.6254327 1.3624388 0.8104833 2.1757365 1.3235234
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.2410032 2.0397536 1.2376115 3.1964881 0.8132156 0.4647672 1.1630716
#> [2,] 0.9104134 0.7644450 0.9417143 0.4607015 2.0164888 0.2637621 0.7168719
#> [3,] 0.9635440 0.5004523 2.0910188 0.5885676 1.2929007 2.8469129 0.9690725
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.9996406 0.3047929 2.963691 0.3901259 4.186006 0.9628299 4.4357450
#> [2,] 0.5330790 0.7447325 1.170827 0.8381687 1.434009 1.2960304 0.2973075
#> [3,] 0.9215595 1.6232772 1.872059 1.8590400 1.134171 0.9896236 0.8652991
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.3848117 0.3174961 1.2596255 0.5573451 0.2686138 0.2059850 0.7113072
#> [2,] 0.6167248 0.8376202 0.5075908 0.5428987 0.3577838 0.7315188 0.4110594
#> [3,] 0.5577095 0.7435762 1.3504741 4.7963229 0.6921851 1.6327774 0.8714499
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.5633974 0.5220207 0.2233735 0.8480519 2.0817167 0.1532402 0.3782917
#> [2,] 1.0354197 1.2849054 1.1117710 0.4333074 0.8416017 1.8778827 0.4376796
#> [3,] 0.4761482 0.8500168 0.3570230 0.4960628 0.8350511 0.7164297 0.9720929
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.3200333 0.3243820 0.2322409 5.7548084 0.3588525 2.584998 1.9426790
#> [2,] 0.3935815 1.8164611 1.0085379 0.9849224 0.9998651 1.876738 1.0617836
#> [3,] 0.7738419 0.6697234 0.5290860 0.6976678 0.7365289 2.786548 0.7036389
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.2317740 0.8589962 0.3901177 5.283357 1.125544 0.7394054 0.2710623
#> [2,] 0.7640482 1.1108162 0.5708617 1.497463 1.644420 0.3540107 0.4968274
#> [3,] 1.0821549 1.2615615 0.8340590 1.828121 2.039080 0.8406392 0.5472748
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.5197899 1.6059556 0.8388581 0.4780423 1.1029184 1.2316371 0.6418335
#> [2,] 1.2374792 0.7132018 0.5295122 7.9668105 0.7585459 1.6072334 2.5533585
#> [3,] 1.0612159 1.4562302 0.6629029 0.5700647 0.6826214 0.4717816 0.4881347
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.5042065 0.6410286 0.4108363 0.4934428 0.8382268 1.0251418 0.4884319
#> [2,] 0.3595458 0.5509875 0.7909530 0.4395305 2.4854014 0.5592001 1.8199196
#> [3,] 0.6153126 2.8295265 1.1455885 1.8244182 2.2254509 0.6773190 0.6091308
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.2428118 0.9719940 3.0442806 2.3066332 0.4174101 12.0729938 1.1443599
#> [2,] 0.4577709 0.7105091 0.3507665 1.8925151 0.6083487 0.5641279 0.6178894
#> [3,] 1.2718296 0.9875401 1.7702762 0.8404685 0.5754569 1.2069269 1.3075332
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.4148955 0.4617272 0.4431157 1.528973 0.5246441 0.4182226 0.2937934
#> [2,] 1.0871725 1.1751804 1.7467796 1.343191 1.5087630 0.6303627 0.6249288
#> [3,] 0.5428427 0.5010321 0.4007759 0.695006 1.1201702 1.5584319 0.9018055
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.3503226 2.9334067 0.2239492 0.9417519 3.8398021 11.0912659 4.999629
#> [2,] 1.4455102 0.4178450 0.6756271 0.5939187 1.2249753 0.4283838 1.246712
#> [3,] 1.1044959 0.7051853 0.5676303 0.6534178 0.6572247 0.5811423 1.348242
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.4063445 0.4342395 0.3092768 0.4354190 0.2380785 0.2818822 2.7851729
#> [2,] 0.5166768 1.2510413 2.0885161 0.9993529 1.3722012 1.5161952 0.4773695
#> [3,] 0.8470504 0.5542844 0.9959182 0.6733699 0.7890121 0.4131692 1.5487818
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.2718197 0.3360264 0.7930809 0.2907086 0.4575516 1.4296205 0.3695673
#> [2,] 1.3878300 0.3315326 0.5232356 0.4108715 1.6848977 0.5658993 0.8834411
#> [3,] 1.2292096 0.9499120 1.0364655 0.7992548 0.6519268 0.6450313 0.6804730
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.2838000 1.5793487 0.7353784 0.6569996 0.5413250 0.2149084 0.4791064
#> [2,] 0.6347428 0.7261757 0.7251180 0.7958016 0.2885974 0.7686807 0.5976414
#> [3,] 1.0510004 1.3149097 0.3643012 1.1501600 2.6604115 0.8770356 0.5623643
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.5326189 0.8930666 0.5988351 0.4808283 0.529327 3.0877501 0.3667096
#> [2,] 0.6036466 0.9702435 0.7474900 1.8905221 1.265089 1.2030529 0.7688096
#> [3,] 0.8564000 0.9375928 0.7403677 0.8670622 1.052585 0.4399383 0.5453714
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.2879529 0.3318212 1.7593741 0.2242466 6.6165235 1.5639615 0.5779794
#> [2,] 0.5881874 1.4495865 0.9278028 3.8627038 1.3270000 0.7137204 0.4996982
#> [3,] 0.8903801 0.8558153 0.5416992 1.6579576 0.5111511 1.4497798 0.6716087
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.3515544 0.4558643 0.2993392 0.5648477 0.3560074 0.2006959 0.3449880
#> [2,] 0.9044140 1.6093503 2.2131448 0.8030002 2.4829755 0.8304799 0.9953560
#> [3,] 0.3238244 0.9050589 0.9294105 0.4313545 0.8112687 0.5532996 0.9822593
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.6154106 1.4035509 1.5202131 3.7882246 0.3632309 1.0132456 0.363183
#> [2,] 0.6717419 0.3604806 0.9714356 0.5457168 1.0478218 1.0881019 1.437702
#> [3,] 2.7035397 1.1933458 0.7908039 1.2997784 1.4452341 0.2517857 0.865248
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.4302334 1.3115004 2.9702506 0.2928914 0.9877967 0.1971495 0.6308823
#> [2,] 0.7530069 0.8257447 0.6544573 0.9440666 0.4591332 0.4351998 0.4846464
#> [3,] 0.6289321 0.4240828 2.7696450 1.4105237 0.5478132 0.6080678 1.0150868
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 4.1834746 0.7059001 0.8039141 0.3494040 0.4451787 0.4233373 0.3825749
#> [2,] 0.8895063 1.4649085 0.7299323 0.4241718 0.4232793 0.7885941 0.6645195
#> [3,] 1.7523021 0.5973511 0.8415624 0.5918856 1.5591719 0.6548653 0.3216061
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.2667725 1.2444031 0.2489945 5.0406441 5.0276825 1.0081824 1.051925
#> [2,] 0.9388515 0.9487413 0.6447799 0.3378096 0.5188798 0.7667636 1.239667
#> [3,] 0.5918363 0.4047835 1.0357208 0.7480817 1.5310764 1.7342782 2.040552
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 2.3200754 1.4397677 0.6173803 0.3486219 0.6273666 68.5598597 0.2274489
#> [2,] 0.7545671 0.4721066 0.6798047 0.4013199 0.7797881 1.0795971 0.6020345
#> [3,] 0.5062387 0.3682250 0.3429335 1.3635768 0.8187156 0.4043651 2.2531441
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.3168175 1.6884772 0.7567281 0.8394344 3.2815131 1.2522667 0.8409957
#> [2,] 0.5035939 0.5478071 0.7665654 0.6890961 1.3078861 0.5891726 0.9028169
#> [3,] 0.7180739 0.5549881 0.6544324 0.9601210 0.4964906 2.2000370 1.1967405
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 6.6152990 0.6068480 0.3098147 1.1312005 0.6097810 0.5458729 0.2517232
#> [2,] 0.9210981 1.1648117 0.5289274 0.8525926 0.6889439 2.5998917 0.6493688
#> [3,] 0.4144953 0.6543116 1.4192012 0.4289927 0.9567110 1.7129927 1.2378709
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.2121548 7.1445641 0.4840989 0.3768719 0.7742154 0.4132282 4.8953613
#> [2,] 0.8562404 1.7166958 3.1056149 0.5515128 0.2640169 1.4825681 0.3457741
#> [3,] 0.7827849 0.4040638 1.1217686 0.7447861 1.1501518 0.3274224 1.4204285
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.3004802 0.5997990 1.4800449 1.2858071 0.2337309 1.2198441 3.3547437
#> [2,] 1.5190657 0.5662713 1.2060056 0.6489939 1.0325898 0.8978128 1.2759597
#> [3,] 2.0233795 0.5335192 0.8731823 0.3694450 0.9986229 1.3909571 0.6208526
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.7365139 0.7359018 2.0941338 0.2378712 0.6118988 0.6079934 0.2567774
#> [2,] 1.3655072 0.4781696 0.6927777 0.8886826 0.5889523 0.8311918 1.3105650
#> [3,] 0.4635184 1.7274426 1.6481940 2.6979541 0.4617827 1.1879245 0.6841933
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.6707627 0.4975128 0.4101733 0.1997844 0.2012162 0.3578931 0.3035736
#> [2,] 0.4975987 0.3190492 2.3148225 0.9650257 0.5640464 1.9498066 0.9338270
#> [3,] 0.7899170 1.4553265 0.6731707 0.7401803 0.3151045 0.5540061 0.6582587
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.2003721 0.6689268 0.4325800 0.5876904 0.3818332 0.4897350 0.1585905
#> [2,] 0.7240844 0.5454499 0.7779188 0.5534953 0.5477728 2.2969662 0.9201445
#> [3,] 0.8415289 1.4783345 0.5446823 0.6596414 1.1187993 0.3509039 0.6006900
#> [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,] 0.3117087 0.3277066 0.5643757 0.1295644 0.3975659 4.7619482 0.3034198
#> [2,] 0.3431855 0.8977790 1.0007120 0.5945608 0.7148231 0.5360254 1.2223851
#> [3,] 0.5457430 1.1055358 0.6745378 1.2592147 0.6879639 0.4325885 0.9461738
#> [,309] [,310] [,311] [,312]
#> [1,] 0.1648766 0.1776879 0.4512473 0.3705122
#> [2,] 0.5663065 0.9542046 0.7358418 0.5626157
#> [3,] 0.4537232 1.0382115 0.3348905 0.6058773
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.6227327 1.0265332 0.1864844 0.2724642 0.7856651 0.2961455 1.0321962
#> [2,] 0.5039201 0.4967037 0.9147932 0.7467398 1.4194658 0.5798811 2.6836584
#> [3,] 0.8569846 0.8189692 1.8532934 0.5892730 0.6384532 1.3359442 0.8684073
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.6594149 0.1225684 0.2340969 0.2523612 0.3310499 2.354901 0.8533293
#> [2,] 1.5165886 1.1699795 0.3326778 1.2811012 4.0719714 3.931712 2.4487383
#> [3,] 1.0933587 0.8754770 1.3241116 3.8563464 2.8309437 1.862719 1.8777227
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.1122355 0.4931030 0.6420066 0.5565276 0.5823411 2.0988756 0.8794154
#> [2,] 0.8379634 0.2984350 0.9520369 3.0111425 1.2041214 0.7471472 0.4496758
#> [3,] 0.9261457 0.5546674 0.8132200 1.7609115 1.6376263 1.2160220 0.7894938
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 3.6142197 3.120504 1.7720041 3.5639436 1.059328 0.7628949 0.9778855
#> [2,] 1.6735589 1.212876 1.7366898 0.9787018 0.401696 0.6595498 1.7717308
#> [3,] 0.4673988 1.044356 0.5745943 0.8138438 1.797314 0.7960483 1.4280792
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.6322986 0.6638141 1.848924 1.6696749 0.3461164 3.3901574 0.4924658
#> [2,] 0.6733575 0.5431733 0.792499 0.9637849 2.6116404 0.4496295 0.4414307
#> [3,] 1.2294263 1.6779710 1.054190 1.5254627 1.1283476 0.8297747 0.9385053
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 15.3744313 2.8479006 1.344381 0.6338905 3.0002158 1.407488 1.0115124
#> [2,] 0.2863541 0.6555782 1.643009 0.6803731 1.3000632 1.741082 0.3253840
#> [3,] 0.9808086 0.7459133 2.195161 0.7397031 0.5561662 1.127584 0.8720113
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 1.7400732 0.3229483 0.2626765 7.7555444 0.3548118 0.3360918 2.0257722
#> [2,] 0.6785513 1.1565837 0.2693081 1.0565445 1.0976079 3.3570742 6.5015580
#> [3,] 0.8032449 6.7347251 0.6758934 0.8754915 1.8034624 0.8586632 0.4139767
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.9515437 0.6638665 2.0018190 1.852331 2.4353970 1.8316193 1.0235786
#> [2,] 0.9635247 0.7870450 2.3125581 1.445976 1.8235788 0.6681595 0.7224450
#> [3,] 0.4785390 2.3527346 0.7275011 1.582019 0.5175403 1.1915151 0.6203262
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.7774007 0.5638934 0.6273420 0.4136790 0.3521653 0.9511492 0.974149
#> [2,] 0.7418441 2.1240368 0.7461909 0.5320980 0.6604698 0.9234388 6.193401
#> [3,] 0.9867195 1.3958213 0.7433322 0.6052137 0.4586862 0.5802915 0.370287
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 4.3593353 0.6505319 0.3085969 0.3323916 0.4210628 0.3294484 1.0082689
#> [2,] 0.7214003 1.7735339 0.3936392 0.4600800 0.7304210 1.6607607 0.3683244
#> [3,] 0.7785829 2.6230641 2.4074275 0.4742865 0.8514373 0.4168176 0.7888791
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.1908280 0.4909682 0.9785893 0.3047687 0.3087252 0.4476423 0.8382610
#> [2,] 0.5497520 0.9662116 0.9026183 1.2003312 0.6476207 0.4190246 0.7806807
#> [3,] 0.6555144 2.1679222 0.6996800 1.0729861 1.1487633 1.0443504 0.7330046
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.150651 0.2456021 0.3840999 0.7204662 0.2271453 2.3912851 0.5347768
#> [2,] 2.011505 0.7575395 0.4563221 0.4686420 0.5095390 0.1988600 0.4775279
#> [3,] 0.763229 0.4359726 1.3592173 0.6064912 0.8231428 0.5148525 1.8677257
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.0449085 0.4965013 2.907195 2.1407295 2.2530155 1.4001210 0.3977208
#> [2,] 0.5967903 2.3011026 1.750766 0.4269336 1.1514303 1.3977182 0.7449582
#> [3,] 1.2979091 0.4151222 1.033414 0.1885382 0.2004474 0.5264035 0.9335964
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 2.7624538 0.5175839 0.7526122 0.7795551 0.1749717 1.3476822 0.7235711
#> [2,] 0.5089590 0.5069310 0.3945948 1.9744314 1.1375227 1.7738965 1.7446547
#> [3,] 0.3646655 0.6583480 0.6630711 0.8415258 0.9979753 0.5792205 0.9647367
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.5374857 0.1419778 0.6722129 0.3037417 1.1615978 0.3657540 0.2831555
#> [2,] 1.0102372 0.3452653 0.4331119 0.7989229 1.4106609 0.5806253 0.6640715
#> [3,] 1.8293363 1.1739128 0.7579060 1.6576742 0.2418797 0.7707298 0.8332118
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.8152142 1.5001321 1.0071412 2.755523 1.1181512 0.3932697 0.6462660
#> [2,] 0.8132897 0.2998508 0.6096087 2.136844 0.9962902 0.5928919 0.8253051
#> [3,] 0.7103501 1.5667340 0.4836569 5.993357 3.8680767 1.2180986 0.5972767
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.2932387 0.2865039 0.2996223 0.1469128 0.4361000 0.3103568 1.1535543
#> [2,] 0.7104733 0.6306717 0.4428694 0.9233125 0.4241073 0.6565203 0.7623292
#> [3,] 0.7436719 0.9464247 1.0526258 0.5301975 1.4940337 0.3437522 2.9744100
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.6365948 0.7122755 0.6626432 0.6442274 0.09221971 0.5912262 1.1420857
#> [2,] 0.7395490 1.1040446 0.5830278 0.9336931 0.51440878 1.3308591 0.4084816
#> [3,] 1.2524645 0.7302568 1.2718533 0.5328971 1.00504039 1.5256441 0.6037050
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.6279757 0.3800001 0.3123137 0.4905258 0.4738653 1.025670 0.3408638
#> [2,] 0.8702500 0.7991853 0.7204342 1.7733952 1.0068479 1.039828 0.4102607
#> [3,] 0.8213208 0.5102094 0.8591959 0.8590660 0.6756699 1.098462 2.7723634
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 1.8879563 0.5433384 0.5816715 2.2414452 1.8359072 0.9647625 1.1452194
#> [2,] 1.1084075 1.0661475 0.9006684 0.5698572 0.4735745 1.4615451 0.6042969
#> [3,] 0.6096813 0.8634281 0.6490549 0.4635865 0.5325208 1.2230822 0.6199557
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.5296984 1.6535134 0.1773048 0.2971814 0.3587645 0.3621627 0.360081
#> [2,] 1.0092825 0.5777176 0.8590460 0.7080563 0.8102903 0.5630448 1.012651
#> [3,] 0.4649366 0.3944687 0.5414337 0.3131951 1.2346681 0.4994732 1.647533
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.5687864 1.6019702 0.8789299 0.3790343 0.1991374 0.5836148 0.9466983
#> [2,] 0.4409539 0.7670730 1.2152391 0.3642842 0.6438152 1.9239006 0.5664152
#> [3,] 1.3070212 0.6654484 1.2150231 0.6684700 0.5871260 0.7086616 0.3983325
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.2489395 1.2437962 0.2678351 0.3392357 0.3555818 0.1881234 0.1836552
#> [2,] 0.4661833 0.3734749 0.4774453 0.3941947 0.7401857 0.7276398 0.8301541
#> [3,] 1.3107679 0.6596424 0.7945352 1.4393989 1.0842441 0.5012096 1.0121401
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.2642724 0.5043649 0.1681012 0.8439527 0.3343138 0.2551125 2.984766
#> [2,] 0.8257116 0.7816893 3.2082075 0.7650160 0.3461681 0.6734993 1.386984
#> [3,] 0.6734699 0.3906372 2.2173046 1.8004162 0.7175344 0.5414775 1.112777
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.4641167 0.5529366 0.8641240 1.8069736 1.2510879 0.2306251 0.1707652
#> [2,] 0.7261811 1.2491698 0.9926147 0.4074319 1.8126250 0.9116898 1.8289991
#> [3,] 0.7999935 0.7569840 0.4920656 0.7323554 0.4859509 1.1252971 0.7487345
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.4959937 0.4044509 0.9025429 0.2367741 0.2038341 0.1431699 0.3858873
#> [2,] 0.4980531 0.8357020 0.5416026 0.7832083 0.9594869 1.2611969 0.6725410
#> [3,] 1.0470794 0.4087859 1.7700696 0.4638631 0.5936952 0.7173420 0.7944071
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.3507767 0.2578846 0.2397770 0.1674754 0.7735785 0.6887805 0.4218865
#> [2,] 0.4057682 0.6110594 0.5656421 1.0870489 0.8381174 1.8244112 0.9311766
#> [3,] 1.3076177 0.5648397 2.6125818 0.5276209 1.0155077 0.5678102 0.7418220
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.3385202 0.2335233 0.2850886 0.5143614 0.3382285 0.7970087 0.2349909
#> [2,] 0.3736369 0.6058671 0.6465617 2.4537758 0.7686996 1.2397384 0.9202979
#> [3,] 1.4033335 0.5135218 0.4761649 1.0159069 0.6008835 1.6004588 0.3902215
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.3368687 0.2905759 0.3533972 0.2980885 3.6268085 2.365303 0.4611115
#> [2,] 0.9730837 1.0497428 0.9991315 0.7888948 0.8648910 4.491104 1.1776834
#> [3,] 0.7761974 0.6990437 0.2616280 0.7966019 0.6064042 0.585438 0.8203814
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.2343697 1.8583172 0.1509094 1.0003895 0.2101359 0.8986105 0.4332116
#> [2,] 0.4423481 1.2172553 0.5575310 1.8794715 1.2285089 0.3486039 1.0158964
#> [3,] 1.4001388 0.6734406 0.6760771 0.8418813 0.5496420 0.4397112 0.8715215
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.1242622 0.5719206 0.1823248 1.3425298 0.7837476 0.5303202 0.4043446
#> [2,] 1.2191651 0.8479601 0.6951351 0.6931383 0.7884284 0.7833443 0.8900393
#> [3,] 0.3558500 0.3431271 1.4294145 2.0191696 0.9128492 0.5128706 0.5041442
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.3168696 0.1801795 0.1258349 0.9037489 0.3929527 0.2038870 0.4489545
#> [2,] 1.6940909 2.4455503 0.9215003 0.6451306 0.6600060 0.3582272 1.2549887
#> [3,] 1.5637907 0.6356539 0.5232079 0.5611172 2.7656423 0.9948731 0.7430043
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.2200298 0.5237481 1.044196 0.4310393 0.4966841 0.4772552 0.7059443
#> [2,] 0.3041847 0.8926464 1.322727 1.4180868 1.0169077 1.2249597 1.1200548
#> [3,] 1.6013546 0.7359517 2.111438 0.7383198 0.3410784 1.6182592 0.5839673
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.025966 2.5026243 0.2905198 1.0627791 0.5784966 0.6572871 0.2144600
#> [2,] 1.126733 0.6447388 0.8165265 1.9478401 2.2064378 0.8032990 0.7350747
#> [3,] 1.960476 0.4414808 0.3825986 0.7666173 0.5185391 0.8052978 1.0636732
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 2.090253 0.5099027 0.4974699 0.3377637 1.1130872 0.402852 0.2130239
#> [2,] 1.102883 0.4507282 0.9965291 2.4604666 0.9639526 1.069438 0.5180072
#> [3,] 1.052897 0.4469806 0.4232853 0.6040234 0.7688053 1.953295 0.9132283
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.4961500 0.6473018 2.450236 0.6630290 0.2308068 0.4654201 0.6330908
#> [2,] 1.1412209 0.4178518 1.285629 0.8008598 2.1335329 2.2782103 0.6559401
#> [3,] 0.9206787 0.6775257 9.492075 0.7364719 1.2448564 0.3022532 0.9569913
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.7389765 0.4876410 0.4400715 0.4319974 0.3690258 0.4652454 2.3273216
#> [2,] 0.9123111 1.0900556 0.2808839 0.7135861 0.8876856 0.7846266 2.0682950
#> [3,] 0.8449379 0.7760206 0.3477373 0.3291196 1.7257644 0.3249759 0.7315226
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.2843324 0.4923896 2.2978770 0.4049207 0.4042489 3.9912324 0.8893039
#> [2,] 0.7673192 0.9925079 0.8610999 0.5771707 1.3116779 1.1475664 0.8710700
#> [3,] 0.7412862 0.8973002 0.5805295 0.2980445 1.7691782 0.6796639 0.5892196
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 12.124632 1.2382880 0.3643847 1.4687587 0.2613424 1.0228435 0.4392191
#> [2,] 2.735743 1.9928926 0.3765437 0.7193869 0.4876528 1.0984850 0.7374210
#> [3,] 1.120260 0.4267057 1.0247498 1.9095186 0.7925547 0.9313291 1.2078683
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.9015946 0.4922003 0.8263659 0.2642004 0.7493582 0.3360808 1.0558781
#> [2,] 0.3355508 0.6565866 0.6190158 2.1137701 2.7461462 0.7239228 0.7365925
#> [3,] 0.6542032 1.1399913 0.5088216 0.3626701 0.3657181 0.5475789 0.3251153
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.4194907 8.9965232 0.5204656 0.5447997 0.4009381 0.2705660 0.9806166
#> [2,] 1.1088731 0.6729945 0.4560130 0.7590806 1.1105130 0.6916178 0.5751044
#> [3,] 0.4040995 0.7452139 0.4870654 0.6361090 1.0382722 1.4169337 0.7526127
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 4.2562383 0.8064619 0.4499899 0.3268190 1.745209 0.6703248 2.6208716
#> [2,] 0.5658085 1.2147966 0.4541831 0.5687481 1.071355 0.4933116 2.6339325
#> [3,] 0.5296179 0.7214999 0.3242964 1.1739480 3.290336 1.1113430 0.8093733
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.3272216 1.2085322 0.4356505 1.6631845 0.3630514 0.2025072 4.1598226
#> [2,] 0.8257074 4.4152362 0.4745926 0.4265278 0.8316293 0.9976047 1.7761354
#> [3,] 0.8215818 0.6843025 0.9414539 0.6244888 0.3921341 1.1462342 0.7648776
#> [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,] 0.2091774 0.7338522 0.5762404 0.7957747 0.5165060 0.3954367 0.6530664
#> [2,] 0.5257491 1.2983315 0.8473616 0.9592647 0.5669066 0.8552791 1.5009050
#> [3,] 1.0583524 1.3989146 0.3125522 0.8460173 0.6927050 0.5887040 0.5230750
#> [,309] [,310] [,311] [,312]
#> [1,] 0.9256231 3.6637161 2.7713367 1.3376317
#> [2,] 1.2219588 1.4349396 2.3087127 0.5134048
#> [3,] 0.7316108 0.4363195 0.7517462 0.3134026
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.249903 0.6954149 0.3052712 0.9956149 0.8858159 11.3016696 0.5801502
#> [2,] 0.561917 0.2273664 3.5855573 0.7786107 0.7505522 0.3775228 0.4921168
#> [3,] 4.921192 1.5209641 1.1724937 0.7706139 1.1118147 3.4992152 1.1594209
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.2069591 4.1138585 0.3094964 0.2390897 0.4634627 0.2492847 1.3252242
#> [2,] 1.5183188 1.0414752 1.5654413 2.2311426 3.9739636 6.2689498 2.7674607
#> [3,] 0.6176822 0.4175445 0.6177821 1.0726010 1.0981594 0.3160099 0.5699994
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 4.172644 4.5730501 2.593586 3.1671107 0.4693986 0.8991285 0.5301073
#> [2,] 2.348621 1.0053022 1.053514 0.7903877 0.7827448 1.4850304 1.5088817
#> [3,] 1.319213 0.5894022 1.668061 0.5447898 0.6935722 0.4976948 1.2225871
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.1783260 1.9563033 1.5998463 1.1168198 0.8980341 1.1656679 0.5441667
#> [2,] 1.0454103 0.7374627 0.5819087 0.4572423 0.4688399 0.7896926 0.7125756
#> [3,] 0.4494538 0.6433155 0.9645957 1.7634292 0.7247003 1.9635408 1.0495031
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.624836 5.8665018 0.7288651 0.4656418 4.1919539 3.1832737 4.8285337
#> [2,] 1.241946 0.9336605 0.8801259 0.6144830 0.9205722 0.3848369 0.5942570
#> [3,] 1.056966 1.1922779 0.4327082 0.5336152 1.1397957 2.8875339 0.4945989
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.4699466 0.2214423 0.7827706 1.9225163 1.2374313 9.9912985 2.4063682
#> [2,] 1.1273565 0.5744660 0.6064486 1.4071369 1.1033171 0.9792149 0.5849965
#> [3,] 0.9078281 0.5265512 0.3627794 0.5536174 0.7582016 1.5065970 0.9650831
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.3891425 2.4483460 0.5579241 1.7882166 2.6423891 1.355722 1.3790417
#> [2,] 1.4099261 1.3380867 0.2655446 0.4121583 0.3533885 1.717584 0.6481543
#> [3,] 0.3753336 0.8881283 4.1077817 1.1919990 0.5299855 1.294198 1.1731888
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.6028704 1.4834815 0.6449569 1.4099690 0.8384716 2.0468098 1.618877
#> [2,] 2.4601842 2.2214616 1.3508373 1.4817308 1.3802972 1.4314669 0.783353
#> [3,] 0.8165975 0.9426803 0.3746701 0.5461983 0.8485410 0.3986799 1.297288
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 1.4301852 1.8050688 1.7021891 0.8299274 5.1507459 2.1486006 1.0761208
#> [2,] 0.8750146 1.1011832 1.1051594 0.6815268 0.8557966 1.4064546 1.3379693
#> [3,] 0.7315247 0.5530636 0.6859879 0.5080767 0.4107411 0.9200233 0.7148448
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.0816822 3.1955981 0.9714068 0.9471491 0.2787963 0.3615007 7.3349115
#> [2,] 0.7533670 0.3397958 0.8808029 0.6028920 1.0281386 0.7399621 1.2628100
#> [3,] 0.6281856 1.0740626 0.9950298 0.3843279 1.0986952 1.2996500 0.9169123
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.7339357 0.3233138 0.4502467 0.507997 0.8682007 23.287555 1.487869
#> [2,] 2.6141097 0.7049122 2.7574794 0.621063 1.4539783 1.111286 1.018484
#> [3,] 0.7463422 2.1337925 0.8066374 1.164396 0.3478061 3.747981 1.318256
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 5.0330311 0.9058582 0.5685687 0.3805234 1.8161527 0.4489625 1.1768083
#> [2,] 0.9670422 0.5694663 0.4964617 0.5282266 0.6818067 0.4374923 0.3608569
#> [3,] 1.6885655 0.4264270 0.4440350 0.8989561 2.8575125 0.4446272 1.7148634
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.4452106 3.3803459 2.8253013 4.8440740 1.4728942 0.5335383 3.6740147
#> [2,] 2.6675834 1.4258344 0.2882713 0.9459329 0.8922418 0.9392911 0.6585379
#> [3,] 0.4804482 0.5397905 1.1317085 0.7151795 1.3266262 2.7256962 0.7040055
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.7905812 0.2473245 1.1064517 0.2232854 0.3719278 0.8302032 0.6968296
#> [2,] 0.5101333 0.7785712 0.3579095 0.6173878 0.4912688 0.9105260 0.7784358
#> [3,] 0.7038329 0.9282947 0.4939815 0.7841827 0.9342063 0.6900212 2.2529733
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.4991615 0.4602326 0.4297977 0.1868737 0.6005709 0.1658366 0.5881524
#> [2,] 0.9009440 0.8084940 0.5188730 0.4044418 1.1524548 1.1497572 0.4264448
#> [3,] 1.0348788 0.3565827 0.5438490 0.4984704 1.5369714 0.8155900 1.0034201
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.5461935 1.3415196 0.4395386 5.488919 0.5613359 0.5557861 0.1423069
#> [2,] 1.7998500 3.3147052 0.7012240 1.217735 1.7223310 0.7433857 0.8928334
#> [3,] 0.6420575 0.9156559 0.5052509 3.751598 2.3006724 0.3423239 0.8034814
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.4331002 0.9420646 1.9306193 0.4268526 0.8528864 0.3897446 1.6818669
#> [2,] 0.8709896 0.7413049 0.8508906 0.3727889 0.9094407 0.3433890 0.7262259
#> [3,] 0.5996060 0.9932488 1.0072267 0.4302591 0.6453657 1.8964490 0.4984273
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.1093968 0.6240135 0.1656419 0.7592181 0.1251433 0.5030535 0.4763078
#> [2,] 1.1381911 0.4543043 0.7576323 0.7413364 0.4152992 0.4134320 0.4195258
#> [3,] 0.6933160 0.3895718 0.8096655 0.7490960 0.7659175 1.3072459 0.4963843
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.3524190 0.2798749 3.5380169 0.6535691 0.1430651 0.5647080 0.2998144
#> [2,] 1.4946221 4.0090457 0.9613939 0.6293777 0.5995842 0.6344259 0.8364771
#> [3,] 0.5261849 0.5200627 1.7396771 0.5132707 0.6816914 1.4870899 0.8433603
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.7290801 0.8755211 1.1372751 2.645154 0.9128917 0.4013221 0.5414090
#> [2,] 0.9055227 0.5993894 1.0988054 1.483130 1.1860578 0.7104924 1.2415477
#> [3,] 1.3698964 1.0881426 0.6939142 0.375205 0.8361038 0.7326604 0.5419534
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.5156106 0.6301939 0.1944112 0.1805417 0.2595714 0.5963066 0.2061786
#> [2,] 0.5547323 0.9077157 2.0420945 1.0408614 3.5139326 1.0004101 0.5649937
#> [3,] 0.3545531 0.7004401 0.6494713 0.4463878 0.6574369 1.5992835 0.9086146
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.2723455 1.3799071 0.3518536 0.4717456 0.2341102 0.2707524 0.2979479
#> [2,] 0.3963764 0.9720568 0.4699542 1.1225877 1.5951653 0.5312181 1.1653988
#> [3,] 0.5960622 4.3456076 0.4388534 0.3838350 0.7458475 0.2373296 0.4369195
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.2276668 0.6476908 0.3962134 0.4842997 0.2302542 0.1846340 0.8381898
#> [2,] 0.8221302 0.7271059 0.8019535 1.2688015 3.5444029 0.6294501 0.8298760
#> [3,] 1.3324711 1.0422860 0.9329509 0.7103803 0.6599116 0.7282872 0.6449906
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.5698325 0.3538110 1.261790 0.7830381 0.5835303 0.6291981 0.3429603
#> [2,] 0.6246785 0.6086818 3.923207 0.5557307 0.6586147 1.3411921 1.8543225
#> [3,] 0.3183562 0.7640735 1.290208 1.4998507 2.4350394 1.5985454 0.8740309
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.3002998 0.2333176 0.2869379 0.3361288 0.1515969 0.5533777 0.3113246
#> [2,] 0.3904589 2.1570016 0.6130167 0.6953141 0.8993333 0.9680129 2.3601959
#> [3,] 0.7125334 0.9321567 1.2202320 0.4266559 0.7360788 0.5660501 0.5242965
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.2717276 0.9138066 0.5932195 0.7604486 0.2040705 0.5060738 0.3143013
#> [2,] 0.6962876 0.5000595 0.8152052 0.7462495 0.5508282 0.5221087 0.5373931
#> [3,] 0.8223520 0.6419460 1.0117000 0.6652211 0.4170950 0.9420715 0.4031502
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.2320586 0.2221399 0.2420346 0.9819135 6.1830401 0.1742803 0.2008926
#> [2,] 1.1765745 0.5622681 0.8796904 0.8096645 0.4938643 0.7149057 1.3352252
#> [3,] 0.6543343 0.4560552 1.0917426 0.4692635 0.8560751 0.6803791 0.7579698
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.2075513 0.1273207 0.1850833 0.5793304 0.9666559 0.4722757 0.3952337
#> [2,] 0.7733100 0.4945997 2.2576682 0.4348117 0.5010145 2.9526671 0.6815530
#> [3,] 0.8819025 0.2828167 0.6310402 0.7604186 0.6943449 1.7838967 0.6459656
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.3705744 0.5025763 0.2514561 0.310912 0.6947865 0.5729299 0.4116032
#> [2,] 0.9560310 0.8182108 0.3964871 1.422929 0.7786683 0.5794593 0.9084082
#> [3,] 1.7034788 0.8277614 0.5357240 1.802822 2.5186092 0.3314588 1.6523175
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.1612827 0.1504041 0.7262768 0.4204226 0.3661509 2.1210900 2.0072961
#> [2,] 0.3850568 1.8211746 1.9745846 0.6291601 0.7999235 0.2922968 0.6802230
#> [3,] 0.5823798 0.5744997 0.6946762 0.8385792 0.6811588 0.9262078 0.6569896
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.2870011 0.7075030 0.3852018 0.3261855 5.4442214 0.7316624 1.1633804
#> [2,] 0.7677825 0.6371951 1.2824494 0.4228506 0.7337645 1.0962763 0.7976464
#> [3,] 0.3605813 0.6462321 0.4881043 1.9812768 0.3663898 3.5056956 0.6484076
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.5616884 0.4893842 0.9678555 0.2193646 0.2913604 0.4714322 0.6236416
#> [2,] 0.5612193 0.5788460 1.0240425 1.7740024 1.2008272 0.6705288 0.4215661
#> [3,] 0.8517590 0.4620553 0.9786173 0.6449777 2.9979598 0.5172660 1.2513422
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.3503089 1.1451316 0.1605971 0.3694083 0.3421791 0.5490886 0.08318137
#> [2,] 0.9323455 0.8274168 0.4619808 0.3683221 0.2739931 1.1923766 0.89671382
#> [3,] 3.3252455 2.3483209 0.7360458 0.5404099 0.6048237 0.4226719 1.31429091
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.6323946 0.5795186 0.2314018 0.3491294 0.2945681 0.3823743 0.3567689
#> [2,] 0.3008060 0.4574462 1.4770408 2.7414026 0.4466099 1.1400286 0.6323987
#> [3,] 0.4711566 0.6079769 0.5805300 0.6511691 1.1460017 0.4496520 0.7714880
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.6648544 0.4026409 0.1336306 0.4923408 0.4888227 0.5085305 0.1760226
#> [2,] 0.7402756 0.6799253 0.3441560 0.4402025 0.5258311 0.5647746 1.3715829
#> [3,] 1.7941557 1.1557192 0.8624841 1.3513632 1.0584248 3.1670566 0.3418005
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.3717431 0.2321701 0.2161876 0.1122662 0.2211856 2.4388619 0.2174500
#> [2,] 1.0422497 0.5607036 0.8807627 0.6189719 0.9953337 0.8075114 0.9091493
#> [3,] 0.7270477 0.7965698 0.7190336 0.5479577 0.8128477 0.2114003 0.9489913
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 2.8702311 0.7361313 1.0101933 0.3362092 0.5683654 0.4603738 0.852767
#> [2,] 0.4107246 0.9710922 0.5702751 1.0880948 0.7982461 0.9114439 0.912036
#> [3,] 0.5939425 0.7685936 1.3000157 1.4194912 0.6067867 0.4233259 2.061669
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 1.061894 0.8122668 0.3164295 0.3303533 0.2735175 0.7433913 0.0842153
#> [2,] 1.398527 0.5455649 0.3638809 1.5331142 1.8884008 0.6077267 1.7299365
#> [3,] 1.019586 0.5054165 3.1801987 0.8118746 0.9027762 1.0285389 1.2932352
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.4785027 4.6706002 0.7038500 0.3008657 1.034531 0.8069209 0.1946295
#> [2,] 0.9201738 0.5678478 0.6091424 0.8574077 0.486723 2.2858889 2.0479563
#> [3,] 0.4001714 0.5923596 1.0811328 1.1920459 0.559140 1.2095344 0.4507166
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.8442868 0.7187416 0.2385717 0.2491369 0.4223638 0.6889801 0.6991135
#> [2,] 1.6505255 0.3154017 1.8078175 0.6509261 1.3438061 0.5367486 0.9961015
#> [3,] 1.4004851 0.5134711 0.4101701 0.9051981 0.9232408 1.1013415 1.4657896
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.2018846 0.4175547 1.3877363 0.4414663 0.2582919 0.3062147 1.3898796
#> [2,] 0.3152429 0.5930395 0.2771295 0.5234524 0.9341388 0.7695985 0.9368957
#> [3,] 0.2861508 0.4926100 0.9390452 0.3976505 0.3891323 0.3224835 0.4004478
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.3082201 0.3170719 0.2001328 1.4740020 0.7566967 0.2556592 0.7740689
#> [2,] 1.2979586 1.7514179 1.2990364 0.4376635 2.1064414 2.5221381 0.9608686
#> [3,] 1.6574280 0.5061878 0.6324791 1.2821282 0.4681989 0.7306645 0.4166013
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.5491767 1.6139798 1.3110375 0.3842205 1.7224952 0.9529161 0.2432712
#> [2,] 0.3203191 0.9922409 0.5753426 0.4926722 0.7265865 0.8792283 1.1014023
#> [3,] 1.0374300 1.9156420 0.7975014 0.3791651 0.9474053 2.0012772 1.3910212
#> [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,] 0.7921459 0.3566417 8.952181 0.5608755 1.2849526 0.5826931 0.4525532
#> [2,] 1.4003906 1.0063659 1.614589 0.4741996 1.7006856 0.4747037 0.9281659
#> [3,] 0.4121102 0.5271455 2.604715 0.7265603 0.8577113 0.4523520 0.8075692
#> [,309] [,310] [,311] [,312]
#> [1,] 1.2759028 3.4259860 0.2305547 0.3555922
#> [2,] 0.4525969 0.4792998 0.3436521 0.7447197
#> [3,] 0.4888249 1.9909244 0.8682310 0.7666604
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 2.2514583 0.9221968 0.6102949 0.5266368 0.7616044 0.7708743 0.698965
#> [2,] 0.6407889 1.6527909 0.5628388 0.6588239 0.7402034 1.0364631 3.928791
#> [3,] 2.0715091 0.9132448 0.4323434 0.6315334 1.8123577 0.6919656 1.741495
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.4462833 0.3960893 0.4523292 0.3346875 0.4130286 0.4785798 0.4284801
#> [2,] 1.1892295 0.8044892 1.1531300 1.6982321 7.6948995 10.8014694 10.1087964
#> [3,] 0.9570879 0.6236315 0.6056263 0.6678217 1.2185469 1.3990458 0.3928935
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.901707 1.3666213 0.6614747 5.7028621 1.0687092 1.0001957 1.4402176
#> [2,] 1.909114 1.1164864 0.6281101 0.8349009 0.3552835 0.9842244 0.8214854
#> [3,] 1.376789 0.6918744 0.5062886 0.4102537 0.6593741 0.3292210 1.2393338
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 22.206026 3.3745920 3.6367036 5.1526482 3.5847293 2.5676133 4.1706385
#> [2,] 1.020600 0.7263200 1.7172317 2.6933660 1.4712152 1.1974401 1.4106750
#> [3,] 3.253467 0.4377077 0.7179271 0.7928148 0.4366849 0.6043799 0.6130493
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.377330 0.4862995 2.0874634 1.2095433 0.5324815 0.3489711 0.5170039
#> [2,] 0.749895 0.2852183 0.9208756 0.4925562 0.4607157 1.4460071 0.9884462
#> [3,] 2.514060 1.1810253 1.1714155 0.5208322 0.9734557 0.7072644 0.8429024
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.0320967 0.6966282 2.1403929 1.3513561 0.9200323 2.4431967 0.6881307
#> [2,] 0.7639843 0.8701018 1.7898936 0.3226984 1.1079290 0.4540471 3.6551391
#> [3,] 0.7239365 0.8342001 0.4980281 1.0768295 0.8867642 0.7994087 0.9909086
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 2.0406680 0.2695751 0.5221716 2.2499353 0.3227799 0.5635451 2.172307
#> [2,] 1.0553874 2.0886273 0.6139470 0.4088411 1.4931940 1.7212785 0.895001
#> [3,] 0.4440002 1.4289251 0.3640692 0.7994918 0.5294831 0.7014240 4.062192
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.1825177 0.4381613 1.0313614 1.7898634 0.7087274 0.8342429 0.7578733
#> [2,] 0.8155541 0.8985998 0.7336693 0.4687770 0.3787822 0.5869453 1.3779202
#> [3,] 0.6811670 1.7434649 1.1304485 0.5744567 0.6595944 1.0366433 0.9934237
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.5900002 0.8234409 7.1325197 1.026571 1.6098280 2.0442525 1.6627726
#> [2,] 0.8753464 0.4535647 0.6501029 1.307037 0.4577648 0.7763321 1.0455299
#> [3,] 0.9425130 0.8569176 0.8068883 1.560011 1.1647624 0.4897184 0.6099998
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.059523 4.5652490 0.2551174 1.135821 0.4087953 0.5868444 0.8679782
#> [2,] 1.967648 0.5040338 0.4968269 1.242711 0.8524021 0.6173482 0.5960001
#> [3,] 1.600598 0.7280313 0.6618648 1.026689 0.9556788 1.2418078 0.5101989
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.1946713 0.5392762 0.1930250 0.5190033 2.5654724 0.5888206 0.5422723
#> [2,] 0.6162256 0.8695469 0.7191833 1.3246974 1.0938854 1.1861388 0.7077755
#> [3,] 0.7386468 0.7197706 1.5859024 0.3275427 0.4269141 0.6047446 1.0192521
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.5135250 1.1343680 0.6818363 1.4612900 0.8824946 0.4249152 0.5388251
#> [2,] 0.9485801 0.4594350 0.5201077 0.4168050 1.1011208 0.5120347 0.2991369
#> [3,] 0.3338780 0.9061523 0.5722941 0.4028452 1.3052765 1.0308748 0.6233163
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.4937387 0.6691960 0.4989396 0.8702370 3.3697968 0.9187855 1.1155283
#> [2,] 0.7515131 0.8037381 0.9774644 0.5104087 1.5670542 1.2428944 1.8235489
#> [3,] 0.5876104 0.9530760 1.2453819 0.5770697 0.9352795 1.2672421 0.6043345
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.8419865 3.803204 3.6672073 0.6645652 0.2356398 0.2962183 0.9022964
#> [2,] 0.9459075 1.670252 0.7336231 0.9536589 0.8880530 0.6550582 1.6329892
#> [3,] 1.8308799 1.062926 0.4189021 0.5806293 2.1593906 0.6323038 1.3318201
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.7431032 0.4160568 0.4238579 0.2981612 0.6756350 0.3161362 1.0004316
#> [2,] 1.3513291 0.5242607 1.6709068 1.3491330 1.1615376 0.4629672 0.2793427
#> [3,] 0.3702692 0.6904004 0.7433250 0.6444506 0.3388755 0.9665473 1.2245338
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.6566166 1.0355361 1.753593 5.143545 0.6200031 0.3822161 0.3439252
#> [2,] 1.2356124 0.4813715 1.057175 1.034940 1.1456466 0.6479401 0.5361982
#> [3,] 0.5574926 1.0349132 0.246721 10.525424 1.7265232 0.6674210 0.5929332
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.3626595 0.5161288 0.7168709 0.3244072 0.1921368 0.5580705 0.8767737
#> [2,] 0.3453896 0.7028158 0.9437997 0.6987149 0.8775034 0.4571780 0.3985556
#> [3,] 0.6604805 0.8088062 0.7410282 1.0386969 0.9743505 0.7450700 1.7450674
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.2614706 0.3740128 0.2309309 0.3407419 0.07025699 0.2493099 0.8499217
#> [2,] 0.4902583 0.6350221 0.7946465 0.9576430 1.46825097 1.3315662 0.3114865
#> [3,] 0.7397356 0.6812590 1.5268416 0.8402894 0.46850205 1.0195835 0.3806756
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.2936541 0.6372950 0.6751337 0.3812547 0.1660245 0.368668 0.8155866
#> [2,] 0.5187587 0.8161586 1.4548456 0.4847326 0.6765570 1.762458 0.3630074
#> [3,] 0.8296820 0.8864677 0.7680909 1.6036583 0.5182376 0.712372 0.8738011
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.8820343 0.1727303 0.7345454 0.9832608 3.5800126 3.719160 0.9799869
#> [2,] 0.8375756 0.6064270 0.2480254 3.2974733 0.6539073 1.201262 0.5883804
#> [3,] 0.3016128 0.3333344 3.5441558 1.3434209 1.0667643 1.305025 0.4970072
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.4553651 0.8462220 0.8203977 0.2643854 0.9262555 0.9247212 0.5463644
#> [2,] 0.5798487 0.4643339 1.7415737 0.3923828 6.9499583 0.3639640 0.8425227
#> [3,] 1.5468106 2.3689876 0.5065704 0.5283824 0.7569662 1.2952679 0.9058539
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.7970638 3.1483287 0.4302334 0.4516337 0.3758071 0.5859179 1.6734086
#> [2,] 0.6613138 0.9426534 0.3267950 0.9404259 1.2011566 1.3625269 0.7470344
#> [3,] 1.7078858 3.2738425 0.4163757 0.3647444 1.7021889 0.4668775 0.7811324
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.1410019 0.5682261 0.4983051 1.1314347 0.5974564 0.3601538 0.4924691
#> [2,] 0.5941488 1.4318646 2.7196837 0.4154748 0.6779756 0.5925439 0.7050521
#> [3,] 0.2637637 0.6513928 0.9790398 1.8449870 0.4249339 0.3861201 0.4993327
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.3749152 1.3427016 0.5205184 0.0985657 0.2705206 0.2981064 0.3208389
#> [2,] 0.5829675 2.1037634 0.8453951 0.8157824 0.6600564 0.2706204 1.2823281
#> [3,] 0.5490115 0.4409206 1.3911358 1.2847160 0.4706216 0.6319395 0.9188774
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.5165514 0.3984650 0.9489031 1.2339212 0.9013634 1.4586028 0.1947094
#> [2,] 0.4018055 0.3177001 0.6557361 1.0818042 0.3842281 0.4410641 1.6060177
#> [3,] 1.6609293 0.8856765 0.5859182 0.6467064 1.2825896 0.7922600 0.8325471
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.3964312 0.5708052 0.1618034 0.2178086 0.5430571 0.1944855 0.3055863
#> [2,] 1.8963526 1.0100214 0.4476932 0.3099160 0.7013484 2.2100028 0.6312106
#> [3,] 0.8911643 0.7013179 0.4977003 0.5379940 0.5802613 0.8053321 0.8472157
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.4950035 0.4596159 0.4181293 0.5083834 1.4241525 0.2007608 0.2047335
#> [2,] 0.4133313 1.5113441 0.9996823 0.7210931 0.4858127 1.0362260 0.3763793
#> [3,] 0.4645779 0.3953997 0.7031573 0.5829255 0.7011565 1.7454937 0.3226144
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.1475968 0.3675256 0.1348086 0.4216884 3.3708589 0.5161237 1.0051783
#> [2,] 0.9785038 0.8692893 0.6692066 1.0042667 1.9304728 0.3567659 0.7886398
#> [3,] 1.2826866 0.8317208 0.4174747 0.8087235 0.5232386 1.1840998 1.5979860
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.1023405 1.4203869 1.8082452 0.6369844 0.6603219 0.3370800 0.7069850
#> [2,] 0.5576336 0.4259118 0.3903761 0.6609870 0.7774967 0.5093126 0.9018567
#> [3,] 0.7696193 1.4958752 0.4235246 0.7323808 1.6952061 1.3002746 0.9019088
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.2023247 0.2339679 0.2042003 0.7546594 2.7394339 0.5548987 1.1066492
#> [2,] 0.6894313 0.6603987 0.7718263 0.4953425 0.9681868 0.7906240 0.7523609
#> [3,] 0.5523564 0.4745155 0.3828313 1.0799932 1.6016787 0.3797981 0.9070396
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.5775898 1.1142391 1.1599098 0.8061932 0.9576943 1.8620532 0.3816734
#> [2,] 0.5928553 0.5728678 0.4893952 1.1081264 0.9341738 0.9713673 0.6045754
#> [3,] 0.3122445 0.3769267 1.4914998 2.9111663 0.7479353 3.2891297 0.5010577
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.1983980 0.6829816 0.3723547 0.2209608 0.3134187 0.3829726 0.4376689
#> [2,] 0.7207291 1.7886559 0.8478760 0.8782312 0.3062476 1.3021685 1.0592419
#> [3,] 0.3343818 0.9793676 1.8086508 0.2687850 2.7687106 1.9008674 0.7300958
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.3601913 0.3961281 0.5744124 1.5655336 0.3710750 0.2896984 0.5738343
#> [2,] 1.4471926 0.5180124 0.3722339 0.8703461 0.3460738 0.8614273 0.9576614
#> [3,] 1.1961801 1.0138549 1.3844697 1.6739100 0.9553703 0.2886883 0.3958782
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.2962226 0.1304521 0.6792901 0.8771839 0.3239579 0.1593389 0.2295741
#> [2,] 1.2348014 0.5688881 0.3056080 1.1779220 0.3651884 0.5904151 1.6615256
#> [3,] 0.7912749 0.6082950 1.1561598 0.8792867 0.3283727 0.6085476 0.8561908
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.4947274 0.2481293 0.5213154 0.2395298 0.2874618 1.2481945 0.2400625
#> [2,] 0.6246350 0.5439385 0.5055164 1.0278257 0.5798952 0.5877849 1.1730298
#> [3,] 0.6992282 0.4006465 0.8160916 0.6092654 0.3167551 2.8522191 0.7180270
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.1344511 0.5398557 0.2453148 3.0554762 0.1171775 0.5069454 0.3204921
#> [2,] 0.8136149 1.0545566 2.1839581 0.8662703 0.5051232 0.8066082 0.4791012
#> [3,] 0.5202939 1.1906033 0.4733019 0.4789042 0.3459117 1.2976827 0.7133248
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.3868331 0.2371110 0.1822579 3.7957137 0.2140110 0.1676438 0.1940560
#> [2,] 0.8539588 0.3168015 0.4544405 0.8029721 0.6043275 2.5449855 1.3570329
#> [3,] 0.3884590 2.2602235 0.7475778 0.4450886 0.4762103 0.8646780 0.5333402
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.8549948 5.6567616 0.4654363 0.7323842 0.1891098 0.6306846 0.9879359
#> [2,] 0.4282461 0.6045937 0.3781942 0.7435904 0.4038656 0.5352902 0.5443528
#> [3,] 1.1883782 0.3616714 0.6090442 0.6529411 0.5118574 0.3796331 0.6219024
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 2.0955610 2.1261288 0.5227383 0.2793835 3.1995473 0.2778340 0.2033107
#> [2,] 1.6866068 0.7576909 0.6033165 0.4030985 2.0207813 0.9342319 0.5014637
#> [3,] 0.3932734 0.3712940 0.9952569 0.5563453 0.5310087 1.9843354 0.5435437
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.2419239 4.068573 0.3148469 0.4845210 0.6848798 0.1778065 0.3130072
#> [2,] 0.4786319 1.515430 0.4015677 0.8839920 0.5351526 1.0595729 0.9425065
#> [3,] 0.9638154 1.620094 0.4916656 0.6241056 0.6581762 0.6808130 0.9193217
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.0532682 0.6688616 1.0588254 1.372004 1.1278602 0.6098612 2.5549853
#> [2,] 0.4215044 0.7183811 0.8048217 2.252685 0.9849054 0.8981628 0.7043880
#> [3,] 0.6201289 1.6805914 1.1265828 0.413324 1.3258451 1.2645551 0.7972491
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.6013437 1.290826 1.0942783 0.3035235 1.459534 0.6863468 0.3276012
#> [2,] 0.7808430 1.343924 0.4775199 1.0015805 1.578682 0.6503566 0.5785296
#> [3,] 1.6382300 1.647417 0.7115933 1.3279694 2.904719 0.5857037 0.4311299
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.0517747 2.1871781 0.2811315 0.2075444 0.4492972 4.4085290 1.088873
#> [2,] 0.5600578 0.3323492 0.3409232 0.4924373 0.4062965 0.6543285 1.256425
#> [3,] 0.7161811 1.2650330 1.0903505 1.5242463 0.6327752 1.5062206 0.528458
#> [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,] 1.3184096 0.814422 0.3568266 0.7909139 2.1328625 0.5565346 0.5041629
#> [2,] 0.9897127 1.462655 0.7571077 0.3140742 0.7347486 0.8455286 1.1657210
#> [3,] 1.2331390 1.175218 0.3940641 0.3581903 0.5580532 0.8972109 0.8767908
#> [,309] [,310] [,311] [,312]
#> [1,] 1.0642122 2.6969370 0.7089556 1.1890331
#> [2,] 0.8087997 0.7562312 1.0683822 1.6290680
#> [3,] 0.5994845 1.0938187 0.6682238 0.7350538
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.7841279 1.6864283 0.4514632 1.4675708 0.9818065 1.8310350 0.6198584
#> [2,] 1.1219042 0.3174516 1.6760940 0.6518119 0.6240492 0.3646292 0.9410281
#> [3,] 2.3788416 0.9476734 1.7926144 0.4654301 0.9425728 2.0336179 0.6447858
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.5347902 0.3560409 0.2635434 0.7901562 0.3280247 1.8867490 0.8632267
#> [2,] 1.2861655 0.6374468 0.5503445 1.0003942 5.2082042 5.1950473 7.5913918
#> [3,] 1.4973745 0.4598429 3.9572477 0.5639226 1.3958275 0.8672324 1.0478512
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 1.443099 0.7962007 2.1634922 0.7590024 6.0768490 2.319526 1.6463300
#> [2,] 1.373328 0.9833771 3.1414676 1.3428735 1.1878063 1.383125 2.4287133
#> [3,] 1.539256 4.4262762 0.2990596 1.1914726 0.6324666 1.248848 0.7963201
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.6926131 2.9011539 2.698897 2.2807541 1.4050224 1.7837352 1.0676449
#> [2,] 0.4851347 0.7237622 1.201637 0.5503409 0.3179176 2.2757149 1.1000039
#> [3,] 0.4935601 0.9352557 1.128467 0.6108108 0.8644030 0.5657115 0.9235565
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.1291923 1.0551177 1.8502621 0.6843267 0.3427004 0.5297562 2.5095220
#> [2,] 0.6853949 0.7754071 0.5835708 0.3111089 2.1162315 2.1563241 0.9349678
#> [3,] 0.5022938 0.3859429 0.5032941 0.8876128 0.5393471 0.4217867 0.5841384
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.2503482 1.4163597 11.5645722 0.5101599 0.8246982 4.9090654 1.2174103
#> [2,] 0.6803159 1.2036042 0.9888939 0.4838856 1.1896219 0.7490628 2.8369997
#> [3,] 1.1311603 0.2700779 0.5313842 0.3108962 1.4513418 1.7401249 0.4374687
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.5102039 0.3438184 1.011569 1.3706232 0.3944319 0.1955849 0.3786852
#> [2,] 2.1081515 0.4403578 4.755134 1.1648525 0.5813681 0.4499489 0.4484303
#> [3,] 0.4543713 1.2446454 2.410425 0.9339123 1.1496307 0.4911395 0.3927327
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.0652964 0.4583725 1.1191878 0.5397173 1.660370 0.858923 4.1585650
#> [2,] 1.1409373 0.8811532 0.7729585 0.6892975 1.497721 1.746862 0.8461274
#> [3,] 0.8953766 0.5429801 0.8353280 0.4175188 1.121295 1.433424 0.7090271
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.3856766 2.786285 0.5634408 0.9168648 1.9387951 0.6069475 0.8192191
#> [2,] 0.6147219 1.244984 0.6490805 0.6476439 1.1806075 0.5532559 0.5029095
#> [3,] 1.2087602 1.264829 0.9655011 0.5624449 0.4749518 0.7780527 1.0991637
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 3.4464856 1.5339780 0.8213617 0.8984934 0.8828590 0.5424106 0.6440804
#> [2,] 0.6190107 1.0478681 0.3543548 0.4617181 0.5846302 1.3779376 0.5196841
#> [3,] 1.7979270 0.8053317 0.6639716 0.6888699 0.6771898 0.4756660 0.6663804
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.5903402 0.2691438 1.1816840 5.0774556 1.2225613 0.8904363 0.8289992
#> [2,] 0.8201857 0.9444288 0.3640531 1.1878484 0.6431474 2.0149462 0.5852060
#> [3,] 0.5737384 1.2774433 1.5265678 0.9089301 0.7311945 0.8593715 1.5953394
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.3706457 0.3470237 0.5886914 0.8269520 0.6819978 0.8516312 0.9015871
#> [2,] 1.2692026 0.4847429 0.4580986 0.4370634 0.5773047 1.1547240 0.4261461
#> [3,] 0.7401429 0.2983269 0.3595416 0.5313590 0.9176492 0.2444895 0.8652576
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.4544193 0.4619330 1.5563665 1.5160606 1.8618440 0.7912678 1.5381280
#> [2,] 0.6129508 0.9077773 0.6437826 1.3602096 1.8186703 0.6770609 0.9545517
#> [3,] 1.0677507 0.3691376 0.8396298 0.3802065 0.7512302 0.7233044 0.5577767
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.1654745 0.2090509 0.6860918 0.2814670 0.08514981 0.2641910 0.4738083
#> [2,] 1.1516082 0.6267353 0.6057827 0.9253461 0.49790279 0.8002565 0.7506568
#> [3,] 0.6419923 0.4226763 1.2074757 0.8694000 6.34895393 0.9506787 0.3429986
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.5756303 1.0217488 0.7422969 0.4385429 1.0839426 0.2551007 0.3998682
#> [2,] 0.4055211 1.2632211 0.8828281 2.0762205 0.5759497 1.1150495 0.8342904
#> [3,] 0.6911823 0.4191546 0.6695651 0.2721150 0.8549834 0.8522696 0.7152986
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.2550265 0.4775387 0.2509440 2.3019451 0.6621188 0.2716449 0.1998304
#> [2,] 0.9178880 0.7187285 0.4889669 0.8003406 0.6554009 0.7772863 0.7761324
#> [3,] 0.6942822 0.6394065 1.3837174 7.2284865 4.5172113 0.7890017 0.8541790
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.6375737 0.5345116 0.2066440 0.3026676 0.2538998 2.2027311 1.6512103
#> [2,] 1.2462518 2.0994658 0.2572864 2.6708087 0.8930395 0.5677737 1.4993653
#> [3,] 0.7555450 7.8511295 0.4134385 1.5388965 0.3969022 1.1013023 0.3878887
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.2125810 0.8137527 1.4355896 2.0202026 1.2913721 0.6045698 0.4894073
#> [2,] 0.5280447 0.7214232 0.9321177 0.6154816 1.1161399 0.7805460 0.9509881
#> [3,] 1.2133607 0.7457673 0.8676073 1.0267621 0.4814399 1.6940091 0.8776453
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 2.2675594 0.2792196 0.4555794 3.0165417 1.424407 0.2391246 0.2679611
#> [2,] 0.6655006 0.8243787 0.5598113 0.7991115 1.718559 0.4935719 0.9043616
#> [3,] 0.4202963 1.3351109 0.5468578 0.3427225 0.261632 5.2263388 0.7662746
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.6887124 0.7635843 0.3291893 0.9618215 0.5683515 1.6183766 0.5257689
#> [2,] 2.1341367 0.8361710 0.2358594 0.4696487 0.6250922 0.4275377 1.4275898
#> [3,] 0.4033683 2.5955978 0.9198553 0.4966076 0.1995002 0.3719559 0.6907627
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.4181888 1.0427538 0.3077686 0.3159382 0.4489644 0.2038710 0.2713668
#> [2,] 0.5475432 0.6422238 0.6170602 1.7383216 1.2021489 1.3028164 1.1070901
#> [3,] 0.3976221 4.7162170 0.8193499 1.1419756 0.6919962 0.5747687 0.7560769
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.4531620 3.986071 0.7215873 0.5609485 1.6156514 0.1333291 0.3849941
#> [2,] 0.3589292 1.187674 0.9621216 4.0383333 1.7074056 2.7188424 0.6990544
#> [3,] 1.7386005 2.161493 3.3836217 0.5797936 0.6693836 0.6537012 0.4319775
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.5009500 5.5827076 0.1268888 0.2886522 0.6786599 0.6662520 1.3010117
#> [2,] 0.5204659 0.3149873 1.0664103 0.6929076 0.8541136 0.6956416 0.8542927
#> [3,] 0.3583833 0.2462222 3.5998347 0.7049320 0.8486086 0.3170451 0.5224674
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.4855221 3.2463341 0.2339718 0.4251963 0.1797071 0.1436714 0.1838745
#> [2,] 0.5618469 0.5712513 0.7699094 1.1534760 1.4492067 0.8811869 4.2196195
#> [3,] 1.4126286 0.6870744 1.0284173 0.8375893 0.8278828 0.6075713 0.9360175
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.3471939 0.3970238 0.2228288 0.2624657 1.7488311 0.2296038 0.7097519
#> [2,] 0.6224837 0.6340424 0.4829876 3.2368937 0.7353853 0.9299802 0.6237559
#> [3,] 0.8560453 0.6014728 0.4357619 0.4193165 0.7578196 1.4630699 0.5667860
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.1914783 0.4185760 0.8422022 0.293953 0.3568803 2.146632 0.1933618
#> [2,] 0.5097576 0.3863692 1.6042200 1.962883 1.5573005 0.601930 1.0772164
#> [3,] 0.4812691 0.5974880 0.6668223 2.135485 0.3415784 1.062406 0.3214475
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.2348977 0.3702224 0.08297299 0.4079974 0.4872388 0.1218841 0.2622905
#> [2,] 1.6244429 0.3660649 0.85402823 0.5807714 0.9854742 0.4658509 2.0613566
#> [3,] 0.9497332 0.5667997 0.69187476 1.2688552 0.9144843 1.5522101 3.3056287
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.2134454 0.375622 0.1897534 0.8839728 0.07167382 0.7470846 0.2460578
#> [2,] 0.4428505 1.094130 0.9512194 0.6689948 0.79465851 1.0435884 0.6617638
#> [3,] 0.7834710 1.108637 1.0192508 0.8535931 0.44645156 0.5359774 1.1626074
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.5918875 0.4094213 0.3531550 0.6613106 1.4943355 0.4218582 0.7786959
#> [2,] 0.7283533 1.1293813 0.9898597 0.6873767 0.3508815 0.5279372 0.7592966
#> [3,] 0.7301643 1.8243056 1.6936516 0.6114238 1.0045317 0.2699089 0.6245391
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.3091099 1.3893900 0.4358377 1.3034010 0.7406326 1.3451883 0.8926032
#> [2,] 0.3733923 0.7237695 0.6609620 0.6457868 2.6257952 1.3847472 0.4318742
#> [3,] 0.9715591 0.4221696 0.7553662 0.4639679 1.3238711 0.7951362 0.3079028
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.2424171 0.722765 1.1015680 0.2674584 2.0667986 0.1081670 0.4825169
#> [2,] 0.8527691 1.011870 0.8189756 0.7630649 0.8400419 0.3288294 0.4466563
#> [3,] 1.1343831 1.214212 0.8225864 1.5365119 1.4992293 4.9881487 1.1761200
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.3720837 0.3606123 0.8286462 0.2879588 2.977831 0.9073516 0.3575588
#> [2,] 0.5021622 0.2166226 0.7260123 0.4017528 2.368704 0.8313830 0.4607281
#> [3,] 2.0022593 0.5979376 0.4973695 0.4820505 2.895204 1.0217889 3.2978084
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.7916035 1.0522054 0.3882873 0.2071785 0.1618935 0.3275183 0.9103146
#> [2,] 0.5708058 0.8643499 0.9561394 0.5355783 0.8533877 0.9824907 0.5386109
#> [3,] 0.7288774 0.7164405 0.4010633 0.2477940 1.1647929 1.3057628 1.6979602
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.2420407 0.1856314 0.3071829 0.4891354 0.9594734 1.5928186 0.2241606
#> [2,] 0.4526228 0.9311158 0.4210541 0.7730054 0.6042809 1.1102391 0.7777619
#> [3,] 0.5129961 0.5370214 1.4004664 0.4933493 0.5436627 0.7232218 0.8030264
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.2768889 1.1157391 0.8641776 0.3772177 0.1324998 0.8349932 0.1932719
#> [2,] 0.8355804 0.9617947 0.8515828 0.8404994 0.7940040 0.4344713 0.9110559
#> [3,] 0.7223740 0.3719357 1.5751958 3.1661178 0.4665801 4.1669923 1.2302673
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.2459583 0.3478029 0.3275791 0.1183416 0.1163533 0.2285556 0.6045550
#> [2,] 0.6458801 1.2806030 0.5554813 0.5818660 1.2798573 0.4912602 0.4055880
#> [3,] 0.7355123 0.5624341 1.2600931 0.2612996 0.4698652 0.7009584 0.8806099
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.7953296 0.4275907 0.1212644 0.3491794 0.8369198 0.2954881 0.8012332
#> [2,] 0.7750374 1.4716397 5.1941241 0.8023860 0.4670006 0.3770488 0.7410857
#> [3,] 0.6507429 0.7383709 0.5004034 0.3777092 0.7735229 0.7224737 2.5545923
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.5628496 0.9693080 3.0909517 0.5802761 0.6663743 0.6041975 0.2617542
#> [2,] 0.7001754 0.9743115 0.4366639 0.9152786 0.2775444 1.5374153 0.6903458
#> [3,] 1.4526364 0.7607483 0.7914982 0.7644691 0.4243856 0.6209857 0.6410630
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.6235425 0.5629660 0.4337725 1.0219458 0.3000511 0.1468087 0.3027210
#> [2,] 0.3193458 0.9927999 0.6198491 0.3427988 1.0311900 0.5922483 1.4282751
#> [3,] 0.3935131 0.7638408 1.8498092 0.4822516 0.4380829 0.7513239 0.5263814
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 1.0324476 1.0630898 0.600367 0.6116173 0.2765862 0.7032611 0.4326186
#> [2,] 0.5209967 0.6162757 1.095459 1.3630896 0.6584230 0.8673745 0.4846341
#> [3,] 0.7083389 1.0348732 1.099449 0.4977439 0.4344515 0.7775224 0.4196675
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.4140605 0.4150028 0.5028126 0.6592916 0.2137473 0.8401402 0.3661135
#> [2,] 0.6312426 0.4454857 1.0283839 0.2725753 0.6180131 0.6007980 0.6762901
#> [3,] 0.9381992 0.8379853 0.2428633 0.3089250 1.0287218 0.4288285 0.9817888
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.9371075 0.3349806 0.6551167 0.2860439 0.7120218 0.3162382 0.3283378
#> [2,] 0.2718536 2.0971021 1.4632517 0.7288883 0.8471359 1.2476103 0.8747734
#> [3,] 0.6395695 1.2032108 0.5583048 0.5134608 0.7731600 1.2926564 0.8142457
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.7980882 0.2857162 0.6513066 1.4972772 0.4889755 0.3890232 0.5053679
#> [2,] 0.4756472 1.9709259 1.0504131 0.4977110 0.3964477 0.8416713 1.1189377
#> [3,] 0.7819988 0.6962155 0.3993127 0.6855369 0.9754606 2.6323714 1.8021900
#> [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,] 0.9093083 1.1126505 1.0793223 0.3563105 0.3334671 0.2536681 0.4165505
#> [2,] 1.8598695 0.7838469 0.6428137 0.7903463 0.3554535 0.4645794 0.6557631
#> [3,] 1.0317869 2.8402052 0.5485798 0.5149014 0.5222192 0.4120437 0.4551727
#> [,309] [,310] [,311] [,312]
#> [1,] 0.7580067 0.8715144 0.4718747 0.3680633
#> [2,] 0.6712879 0.4220309 2.9843310 0.4389822
#> [3,] 0.5055719 1.6832610 0.6287945 1.5700741
#>
#> , , 6
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.7727856 1.831153 0.6755692 0.5606776 5.0318921 3.9109842 0.9106431
#> [2,] 0.6543343 1.537123 0.5552324 0.6869526 0.4943519 0.7149318 2.5554334
#> [3,] 1.4077159 1.328984 0.4330485 0.4421233 1.0689966 0.3146054 0.5695729
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.9247215 0.2721224 0.3830373 0.8845325 0.2254038 0.2462360 1.0042322
#> [2,] 4.8433803 0.9813259 0.6689953 1.6845963 2.0646093 4.9074791 2.7484042
#> [3,] 0.2590683 0.6292630 1.0704514 1.1330678 1.8794584 0.7729258 0.7173796
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.4105802 1.167508 0.4505855 24.8879200 1.4187129 1.3683548 1.5305036
#> [2,] 2.2841307 1.069353 1.6828413 1.9294194 1.9622515 0.4479380 0.9954659
#> [3,] 0.6454741 1.034976 2.4878380 0.3335646 0.6698301 0.5126151 1.3042169
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.0900739 3.257741 2.9899614 2.3145855 7.491093 1.0577790 1.102145
#> [2,] 2.3047202 1.827232 4.5423380 2.6835851 5.808460 0.9532801 2.262403
#> [3,] 0.3127157 1.050414 0.9407228 0.6569687 1.004827 0.7173809 2.084142
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.6172022 0.5712186 0.6854881 0.7809398 1.6004799 1.7857809 0.8598876
#> [2,] 0.6476685 0.8041514 1.3608516 1.0278167 0.5590436 0.7495375 0.6185463
#> [3,] 1.8816889 0.5571878 0.4021606 0.8387306 0.5617506 0.7486542 0.4625471
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.108042 0.4284036 0.4145357 3.7874626 3.1932901 33.7365647 0.8800367
#> [2,] 1.209931 1.6031949 1.5710079 0.7953941 0.5579388 1.1183524 0.4467596
#> [3,] 1.644569 0.6579850 1.3308994 0.5826708 1.0348142 0.8903508 0.6435476
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.5505758 1.793831 0.7931401 1.6139909 0.7547369 0.9036590 0.7782573
#> [2,] 1.1786473 1.361529 1.3603912 2.1008468 3.1318401 1.3145977 0.8877192
#> [3,] 0.6148541 1.543141 1.7530207 0.9177719 0.2785321 0.5918447 0.5425761
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.0013358 1.4455289 6.2086391 0.4816038 2.121770 0.3932667 0.4930231
#> [2,] 0.3841243 0.3688922 0.8524117 1.2731785 1.152847 0.5425980 1.6145754
#> [3,] 0.6636003 0.4331843 0.4700690 0.5098448 1.019652 0.6706480 0.7185765
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 6.0538480 1.7083346 1.0862946 2.176644 0.9200993 0.5683506 0.8221113
#> [2,] 0.9039252 0.5807766 1.0804559 1.200740 0.5131851 0.7365401 1.7006216
#> [3,] 1.1304643 0.4352540 0.7377799 1.024765 1.3743350 0.4101476 1.1240643
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.9446048 1.6440533 0.2271331 1.5110303 0.3239185 1.0685924 2.5476872
#> [2,] 1.3865603 1.0106764 0.3922541 0.9345817 1.2704958 1.7664711 0.4079324
#> [3,] 0.5882799 0.9322019 0.9478990 0.4672145 0.5565165 0.7486865 1.1339163
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.4837004 0.4480249 0.2592988 0.7127446 1.3612182 1.5064759 2.9843289
#> [2,] 1.7821981 0.8246882 0.3769630 0.2235788 1.4224870 0.7044205 1.2400123
#> [3,] 0.3214766 0.4927537 2.2562386 0.8234508 0.5829543 0.4035769 0.9196493
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 1.7201595 0.2614415 0.9893295 0.6492070 0.7992199 1.035490 0.08574409
#> [2,] 0.9593547 0.8338028 1.2677488 1.1160545 0.5868166 1.514118 0.55478894
#> [3,] 0.4113022 0.9397233 0.1958298 0.8523099 2.0717867 0.931194 1.05417286
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.2142998 0.7659697 2.2782525 1.219021 2.198803 1.5113345 0.9555674
#> [2,] 0.5935426 2.5757553 0.9304793 1.007358 1.274680 1.6580059 0.5680615
#> [3,] 0.1735508 0.3995312 0.7468976 1.123843 1.577388 0.8997946 0.5337472
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.170206 0.8491507 0.2693309 0.5586700 0.5275379 0.9771741 0.4678056
#> [2,] 1.356442 1.2322337 0.6228814 0.6417932 0.8095461 0.7278838 1.3715385
#> [3,] 1.100087 0.5558834 3.3305848 0.6263205 3.1797066 2.0052769 0.9442741
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.6799774 0.2111152 0.5800719 0.455889 0.1596928 0.2005085 0.3956116
#> [2,] 0.5354029 0.7984827 0.6296177 1.118900 0.6206245 0.5195597 0.5402795
#> [3,] 0.5326849 0.9320314 0.4586833 1.070835 0.5091664 4.0204235 1.4308676
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.7280413 0.2473343 0.8701953 6.817113 2.675111 0.3389578 0.2634637
#> [2,] 0.4390728 0.5899789 1.0824763 2.113009 2.054123 0.9347663 0.6038504
#> [3,] 1.0114271 0.8643236 0.8197690 6.914168 4.516551 1.1019627 0.7944370
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.4170002 1.3504335 0.7032059 1.5487339 0.5881048 0.4744298 0.4514754
#> [2,] 1.4686695 0.7775905 2.9057152 0.6921378 0.6834495 0.3277918 0.4100045
#> [3,] 0.5860182 0.8055872 0.5758612 0.9598301 0.4803587 2.7115926 1.5327755
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.9792300 0.999062 0.1331246 0.3100597 0.8144875 0.2076103 0.8927106
#> [2,] 0.8861086 1.002527 1.7503169 1.9026563 0.4217245 1.1940784 0.5576220
#> [3,] 0.5239138 1.869428 0.4788872 0.4442037 0.6704843 0.2762147 1.4347641
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.2045463 1.2491051 0.9966382 0.5994274 0.5470577 0.6249854 0.5708563
#> [2,] 0.9556971 0.4077387 1.2755242 0.9018505 1.0617673 1.6851902 1.4449133
#> [3,] 0.6136144 4.5433827 0.5971137 0.4262057 0.2831836 0.7565125 0.8159321
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.5349185 0.5027119 0.5776176 1.6046183 1.3250239 1.1362427 0.1971729
#> [2,] 0.3728067 1.8843388 1.5087357 0.2440675 0.8686425 0.3633736 1.0843735
#> [3,] 0.5748051 1.7323317 1.1447004 1.8729220 0.7900499 0.3936330 0.8414657
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.1293295 0.9021838 0.9947173 0.2065240 0.1565274 0.2951530 0.2540080
#> [2,] 0.7469623 0.5816491 0.5066011 0.6132683 0.5852983 0.4429206 1.0281215
#> [3,] 0.5609096 2.4915919 0.3942796 0.4847439 0.6275619 1.0780642 0.2863526
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.7481760 1.6088056 0.3744092 0.1575722 0.7239895 1.0268511 0.4722717
#> [2,] 0.4720567 0.8329702 0.6431975 0.5887005 1.2437899 0.7078703 0.5830349
#> [3,] 1.4218483 0.9022856 1.2121483 0.5090868 0.9038757 3.5502634 1.3877787
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.2235518 0.1778201 0.2070395 1.9129324 0.8088515 0.3705212 1.0390568
#> [2,] 1.0765189 0.3211922 0.4340951 0.8422773 0.9800863 1.5757272 0.5811036
#> [3,] 0.7862150 1.4222200 0.9472811 1.7236214 1.3514793 0.6930116 0.4078018
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.2663633 1.0217645 0.4512161 0.4848044 0.9741467 0.1174301 0.1802462
#> [2,] 0.5096093 0.4528761 0.5771281 1.3305838 0.7201651 1.0968073 0.6598503
#> [3,] 6.2532332 0.4793474 1.3823821 0.7664053 0.6184344 0.9970451 0.8223614
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.3470973 0.1576296 0.2606596 0.2906755 0.2754066 6.8402805 0.7631032
#> [2,] 0.8711890 0.7415034 0.3999889 0.4730366 0.6954098 0.7518138 0.5584953
#> [3,] 0.3821171 0.8377949 0.6722390 1.6830581 0.8532980 1.8317650 0.5669144
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.1824321 0.5595770 1.2322366 0.4261044 0.6550191 0.2756572 2.0174141
#> [2,] 0.3610429 0.3076473 0.6061397 0.3697448 0.6840849 0.6409704 0.3670563
#> [3,] 0.7600521 0.7306874 1.1663049 0.6834915 0.3489351 2.1946492 2.9058242
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.5557903 0.4102257 0.1629337 0.5123845 0.9420343 0.3127785 0.3720368
#> [2,] 0.7197254 1.7119874 0.5218783 0.6513584 0.6252399 0.8647748 0.6558020
#> [3,] 0.3984902 0.8999851 1.1741685 0.5285137 0.4804778 0.9025416 0.4555112
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.2035914 0.2215123 0.3380100 0.3140968 0.5932809 0.5156314 0.2381187
#> [2,] 0.6828051 0.9425988 0.5950763 0.9882292 1.1208882 0.6871111 0.4341395
#> [3,] 0.8551911 0.4947251 0.6664831 1.5362373 1.8384618 0.5152490 1.2493422
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.4943014 0.2258329 0.6513346 0.5279893 1.3867429 1.3260817 0.2107225
#> [2,] 0.4588798 0.7417465 1.1224257 0.4781359 0.6555109 1.4198036 0.4638829
#> [3,] 0.4018324 0.5230832 1.1690623 0.6324493 1.0438039 0.4417091 0.3463314
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 1.9681262 0.2923475 1.2005353 0.3790180 0.225889 0.4827021 0.2441447
#> [2,] 0.8437252 0.8723573 0.8578297 0.6446802 1.105099 1.0724901 0.6625674
#> [3,] 3.1334626 0.3149261 0.5167152 0.3627727 1.098226 1.0580661 0.4649609
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 2.4637871 0.3799656 0.8383376 1.586013 1.2959291 0.2650574 0.3529801
#> [2,] 0.6022845 0.8146204 0.5980809 1.292605 0.4934807 3.1297630 0.5699490
#> [3,] 0.6345668 0.3451992 0.7677936 3.179196 1.5557431 1.1764705 2.0188634
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.598622 3.0567720 0.4911834 0.4542846 0.2841280 0.7569199 0.2296164
#> [2,] 1.260686 1.1688474 1.0273275 0.7414682 0.4434164 1.4559897 0.2644539
#> [3,] 2.800411 0.9259345 0.4530440 0.6724159 2.0853734 0.5964026 1.2153213
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.0524713 0.2278373 0.6845707 0.2047583 0.7661033 0.3927512 1.7394803
#> [2,] 0.9876177 0.5935089 0.7969529 0.7468700 0.7683076 1.4180276 0.9978545
#> [3,] 0.4811246 0.5633835 0.3165474 1.4494841 0.9448662 0.9124454 2.4028421
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.1788857 0.4556356 0.2700701 0.7951486 0.7963225 0.7873682 0.5235380
#> [2,] 0.8778368 1.1598823 1.0974785 1.9803174 0.8692301 2.4879271 0.5956062
#> [3,] 0.6089382 1.0225290 0.2061328 0.7476281 0.4587386 0.8294324 1.4908470
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.6980926 0.3497362 0.4851436 1.0028798 0.2848692 0.9924086 0.2002604
#> [2,] 0.5645636 0.4091295 0.7697254 0.6627296 0.5258383 0.7915330 1.7210877
#> [3,] 0.6103980 0.8459532 0.3877450 1.8623440 1.6327878 3.6616033 0.5023274
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.1998936 0.2804275 0.7327525 0.2852529 0.2951297 1.1388999 0.5074047
#> [2,] 0.5972753 0.8107532 0.9672761 0.7797861 0.8973793 0.4472504 0.6242273
#> [3,] 0.4871179 0.3634767 0.7611783 1.7266035 0.9282244 0.3515226 0.5599586
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.2446752 0.4591898 0.1967074 1.1316751 0.3831833 0.2946119 0.2499126
#> [2,] 0.7847579 0.5556359 0.4762891 0.5692781 0.4822435 1.7187665 0.7639894
#> [3,] 0.5699489 0.7859004 0.5863556 0.8165949 1.1159073 1.5981445 0.4812929
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 1.0889688 1.0918591 0.4230176 0.1913124 0.1641361 0.5251090 0.1878193
#> [2,] 0.4881307 0.4569535 0.3932513 0.4210614 0.3806040 1.4321031 1.3033471
#> [3,] 4.1017589 0.6295626 1.6887170 0.3933824 0.4082639 0.4476398 0.6476220
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.2299740 0.5048356 4.5745832 0.6575465 0.2117808 1.118594 0.4001247
#> [2,] 0.3699916 0.6979353 0.6523724 2.1188055 1.0229951 1.020880 1.1153436
#> [3,] 1.9355671 0.4029972 0.6845642 0.6136925 0.8559834 1.163272 0.9605462
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.1620545 0.4588795 0.7075780 0.6555543 0.6497036 0.2094742 0.4594075
#> [2,] 1.3736655 0.4506397 0.4551935 0.4371588 0.6931942 0.5586513 0.5335310
#> [3,] 0.9687995 2.5492767 0.5404498 0.3969706 0.9226380 1.1067115 0.4284278
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 1.8110129 0.5793337 0.3632906 0.3383876 0.2667972 0.3625565 1.0191504
#> [2,] 0.7730597 0.4345792 0.9328377 0.7049248 1.2187233 0.5447631 1.8162073
#> [3,] 1.0365791 0.5038815 0.6187708 2.5387377 0.6628898 0.7319560 0.9930097
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.7535638 0.5300685 1.3429025 1.4123568 0.5543965 0.2007537 0.4969348
#> [2,] 1.6193475 1.6409126 0.4544614 2.1067133 1.1301060 0.9962570 0.5192346
#> [3,] 0.5932239 0.4200199 0.6532859 0.3569544 0.4803008 0.7446493 0.5507476
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.2905992 0.7771384 0.4069498 0.1586842 0.4951035 1.1031074 0.2746642
#> [2,] 1.1369937 0.4147927 0.6254642 0.8789483 0.6702397 0.7938253 0.3481660
#> [3,] 1.8541555 0.6591436 0.7691396 0.7237824 1.3018991 5.7154406 1.0466507
#> [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,] 0.7526243 1.3486878 1.0196221 0.3041570 0.3445923 0.3441688 0.5232342
#> [2,] 2.7039795 0.5266420 1.2617653 3.0255334 0.8420393 0.6832502 0.9917214
#> [3,] 0.3171650 0.3151775 0.7123257 0.2957174 0.5441548 2.8718643 0.6050305
#> [,309] [,310] [,311] [,312]
#> [1,] 0.8371818 0.3592649 0.3450355 1.4826678
#> [2,] 0.7295288 0.4945327 0.8870150 0.7361900
#> [3,] 2.0443544 1.2013869 0.4055148 0.9779362
#>
#> , , 7
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.3789188 0.4189993 0.4558986 0.2801066 0.2846584 5.0213771 0.8678512
#> [2,] 1.3912957 1.6799457 0.4625542 1.2460849 0.4026698 0.3438079 0.6509834
#> [3,] 3.2322085 2.1088397 1.0979452 1.0157350 0.4708898 0.7252890 0.7209945
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.6657568 0.3447125 0.5380135 0.2876266 0.2547525 0.8102698 0.6567852
#> [2,] 0.3065546 1.0485801 0.5902669 1.2667878 0.7580176 0.9918239 5.6113959
#> [3,] 0.7416769 0.4175212 1.2521749 0.9230793 1.3790923 0.5250282 0.3247782
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.6576864 0.7181519 0.8095004 1.7978103 5.6772805 1.0272625 4.5208076
#> [2,] 0.8991605 1.2630830 1.7753440 0.6810443 0.8071265 0.6257244 2.4718344
#> [3,] 0.7047782 0.7819058 0.9047818 0.9777185 0.5764526 0.6101101 0.8607297
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.419472 2.6544824 1.925787 2.513652 1.4364318 0.6040832 0.4998546
#> [2,] 1.795436 0.6323086 1.879012 0.423159 1.0241397 1.0716879 0.7173563
#> [3,] 0.749939 0.4896453 1.022008 0.468956 0.8123606 0.4665914 0.8474987
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.8724967 3.374278 1.217123 4.0120894 0.3686460 0.7665617 0.5719204
#> [2,] 0.8703027 1.454965 1.059048 0.4605386 0.7927427 0.8195775 1.1778664
#> [3,] 0.7768965 0.495253 0.376036 0.4099353 0.4133335 0.7934995 0.4640451
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 1.1347054 2.0861669 0.7221316 0.7458024 6.3606063 0.500298 3.3245285
#> [2,] 1.3850290 0.7865641 0.8082670 0.7289827 0.6384071 2.082624 0.5320695
#> [3,] 0.7965846 0.8827327 1.1782431 0.6086662 0.2456573 1.362193 0.6010607
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.4339534 0.342952 0.2868797 0.4357172 0.6980926 0.3439170 3.4512737
#> [2,] 0.7089683 1.036179 1.2021777 1.5304975 1.1881607 1.2798291 0.9114478
#> [3,] 0.9955376 1.050500 0.3841035 0.7531792 0.8595309 0.7431065 2.5498788
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.4489825 1.1379566 0.4590296 0.4594970 1.7316332 10.858566 0.9453433
#> [2,] 0.6700382 0.7931140 0.8627797 2.1784558 0.8773522 2.236150 1.1031248
#> [3,] 0.3847544 0.3617422 0.4259699 0.5234771 1.7120656 1.234452 0.4669092
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.2409125 0.4556910 0.8057617 0.6473137 1.0126330 0.6903581 3.6392111
#> [2,] 1.2062496 1.1904050 1.3608797 1.3705733 0.9535985 1.1969666 0.7725866
#> [3,] 0.5417897 0.4091935 0.5632387 0.6506933 0.4897604 0.3835779 0.3768020
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.6559001 4.700058 1.1891511 1.3703462 0.4566447 0.7943187 0.7191327
#> [2,] 0.8353749 1.104117 1.0545649 0.8057698 0.6426084 1.0356510 1.1108287
#> [3,] 0.7032403 1.484349 0.6344107 5.6184316 0.7853711 0.6328758 1.4615843
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.6256132 0.6920541 0.6440250 1.2210396 1.7838913 0.6797821 0.2506407
#> [2,] 1.1222308 0.6379650 3.5308236 0.6952797 0.5078105 1.0848376 1.0352934
#> [3,] 0.2110279 0.9919859 0.4404246 0.2391726 0.4137092 0.8180626 0.4518872
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.4368603 0.6580537 0.5403613 0.6483610 0.889449 1.5673605 0.4001565
#> [2,] 0.4398388 1.7866768 1.5099033 0.5048681 1.369429 0.5424858 0.7726420
#> [3,] 0.7492047 0.8502922 0.9795528 0.4545580 1.886413 1.6954221 2.4440255
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.7762669 0.6372269 1.1884441 3.8474231 3.9673921 3.074187 0.2002957
#> [2,] 0.9354282 2.0331774 0.2137475 2.7963180 0.3808348 3.595271 0.8016978
#> [3,] 1.0865669 0.4017322 0.5914830 0.7304344 1.2415068 1.071273 0.8839745
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 1.8835550 1.4830392 3.4446021 0.9241804 1.4607803 1.1820962 1.6548905
#> [2,] 0.4248619 0.8225772 0.7675775 0.5583885 0.5245961 0.7517716 1.1778626
#> [3,] 3.7788059 0.7252585 4.3775620 0.8520197 2.5146675 0.7839234 0.3948113
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.8390771 2.5045462 0.3784816 0.2648718 0.6160688 0.8431277 0.3423935
#> [2,] 1.1565036 0.9813525 0.7118922 0.5573031 0.6427470 0.7086901 0.4446819
#> [3,] 1.1878787 1.6789321 0.5088711 0.4312229 0.5373308 0.2871398 0.6336553
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.4556789 0.6827533 0.2899740 3.2023196 0.8892096 0.4877259 1.5145828
#> [2,] 0.4883927 0.5334726 1.0786225 0.5513877 0.9656144 0.8615661 1.2597766
#> [3,] 0.5312894 1.8433238 0.2752396 6.1527042 2.5064391 1.2847164 0.3997593
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.5369102 0.1872651 0.3823106 0.3438301 0.3112181 0.6976812 1.4917566
#> [2,] 0.4367075 1.8737526 0.5114916 0.9199845 1.3484021 0.7572958 0.6642320
#> [3,] 1.2280994 1.6304456 2.1989114 0.4114982 1.4642862 0.9663670 0.6291718
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.3367319 0.4717834 0.5209231 1.2178663 0.3702304 0.6682182 0.2305681
#> [2,] 1.3851621 6.5968911 0.7594286 0.6048406 0.3417482 0.6958275 0.7548058
#> [3,] 0.5055216 0.6339445 0.2981583 0.6517077 0.6423361 0.6921754 0.5633097
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.6490278 0.3316673 0.9493329 0.1901482 0.1834356 0.3316709 0.6948977
#> [2,] 1.3696550 0.7807180 0.7616980 0.5317513 0.6636988 0.4384271 1.6783615
#> [3,] 0.5107451 0.9788951 1.4671994 0.3921094 0.7461416 1.7414012 0.4962759
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.4922682 0.5156978 1.0736970 0.4105312 0.3473212 0.9865965 4.9796508
#> [2,] 0.5439258 0.2962623 2.0314596 0.5645267 1.8452690 0.9760585 1.1800521
#> [3,] 0.5672345 1.1350512 0.3532705 0.9050420 0.6847100 0.2857146 0.5473805
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.9888782 1.1086705 3.1664866 0.06827284 0.5966990 0.1764473 0.4570210
#> [2,] 1.0225066 0.6830356 0.5103586 0.99808042 1.1055307 0.7744015 0.3229983
#> [3,] 0.4562882 0.6256956 5.2900609 1.12284978 0.7803258 0.7801188 0.6663704
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.2980585 1.636604 0.2764371 5.5430031 0.2129946 1.1940568 1.2103952
#> [2,] 0.9523337 1.746496 0.8972677 0.5077477 0.4977231 0.5479331 1.0774798
#> [3,] 0.4923058 1.411794 1.6651810 0.9016615 1.0147430 1.5140548 0.5009342
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.1321257 0.3279655 0.3253654 0.7074876 1.999741 0.2678465 1.4145925
#> [2,] 0.6446882 0.5044300 0.4933199 0.2756002 1.750107 0.9363691 1.1940097
#> [3,] 0.8176905 0.6519356 2.0227774 0.7539271 1.532640 0.4876648 0.7572262
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 3.9392793 0.6133106 0.7776425 1.6552897 0.3744139 0.3562090 0.6443094
#> [2,] 0.5910495 0.3454552 1.1539577 1.2941851 1.0483843 0.5360978 1.3946871
#> [3,] 1.2657857 0.2418713 0.5168799 0.4065361 0.3083696 1.5594335 1.3536108
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 1.043164 0.3795319 0.8517658 0.5012776 0.8357326 0.1354103 0.8245000
#> [2,] 1.353579 1.4545284 0.7329174 1.2292187 1.2425923 0.6897582 0.6086227
#> [3,] 0.606413 0.3820565 0.3084403 0.4514050 0.6406477 0.5399928 0.5107626
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.5712992 0.2786691 0.4895990 0.4293136 0.3287386 0.2028176 0.5219733
#> [2,] 0.6093024 0.8191411 0.5844987 0.5136816 1.5601642 0.4312975 1.3388178
#> [3,] 0.2884967 2.2927932 1.3409546 0.3130384 0.3601472 0.6269446 1.0846120
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.3995788 0.5861022 1.6723558 0.6826994 0.3533278 0.6755576 0.5989150
#> [2,] 1.3945523 0.4006438 0.4036816 0.4192070 1.2298663 0.8266165 0.5747919
#> [3,] 0.4377923 1.0696539 0.5633383 0.7299762 0.4458767 0.7413817 0.3797546
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 1.1502166 0.2228698 0.3041280 0.4368073 0.2688842 0.2432501 0.6221542
#> [2,] 0.7065252 0.6238888 0.9923903 0.6302782 0.7091223 0.6951770 0.6561375
#> [3,] 0.6047310 0.8759271 0.9275178 0.3724825 0.7311647 1.4108779 1.0764324
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.2349696 0.6756761 0.5995349 0.5705963 0.4131683 0.3159821 0.6186362
#> [2,] 0.7998376 1.2343100 0.5183601 1.5371363 0.4316673 0.8112743 0.6331400
#> [3,] 0.5218707 0.2939118 1.4244997 0.4075249 0.7012369 0.5140862 1.1043206
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.3357158 0.7199469 0.4729059 0.8861537 1.5757471 0.2181189 0.3030877
#> [2,] 0.7279085 2.8411252 1.0711265 0.5092154 1.5648908 0.3591959 3.5546012
#> [3,] 0.2892387 0.5139881 0.2277411 0.6439644 0.7974924 0.6576405 0.5597809
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.7684424 0.9660104 1.4530427 1.190389 1.0498284 0.8532494 0.2525422
#> [2,] 0.8488998 1.1717250 0.6525076 1.096981 0.9848684 0.3333967 0.6494997
#> [3,] 0.3970709 1.6647912 1.1233193 1.311615 0.7018457 2.7914379 0.8886013
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.5992782 0.1582211 0.3403457 0.2995538 0.4063003 1.1487544 0.2674170
#> [2,] 2.3323250 0.7882578 0.3057766 1.0093871 0.3848097 0.3761578 0.4549491
#> [3,] 0.7135689 0.5336279 0.7164559 0.4997169 4.1306706 0.6465246 0.8746957
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.6152088 0.4070193 0.1877977 0.2819117 0.4992425 0.7253578 0.6994173
#> [2,] 0.7873543 0.6803244 0.4405853 0.4236525 0.5337562 0.7965294 0.8780570
#> [3,] 0.6429488 0.5071584 0.6336234 0.6486652 0.7998150 0.7236331 0.7021294
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 1.2544045 0.2845065 2.0647652 1.8786270 1.0431084 0.6734172 0.8354105
#> [2,] 1.5727874 0.3932940 0.2379251 0.3918391 0.9460984 0.7630719 0.3109654
#> [3,] 0.5589748 0.8075374 0.9054973 0.6169100 0.5333237 0.7110864 0.5840432
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.9157540 0.2259494 0.5653501 1.5610536 0.2621900 1.262167 0.6059700
#> [2,] 0.4391568 0.6843233 0.8856986 0.8498614 0.7943225 1.208115 0.6903948
#> [3,] 1.7730040 0.8411274 1.1493204 0.7546361 0.1877106 6.822903 0.7002629
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.1518711 0.3073249 0.2024554 0.4397700 0.7290662 0.5368186 0.6266659
#> [2,] 1.0964369 1.0263794 0.8392079 0.6475042 0.3645314 0.5436490 0.4363609
#> [3,] 1.1138332 0.6388419 0.2071613 0.4878194 0.5824429 0.5104382 2.6354038
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.4725131 0.3913715 1.303293 0.8855383 0.9391572 0.3063959 0.688139
#> [2,] 0.5717079 0.7532571 1.127696 0.3358083 0.5807693 1.0126487 1.712592
#> [3,] 0.5003794 0.3324132 1.048076 0.9854284 1.3193343 0.4315939 2.387803
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 1.0900827 0.1149090 0.5095108 0.1643244 0.1435293 0.3460631 0.1745039
#> [2,] 1.9632709 0.6340111 0.8929081 0.5544966 0.6248557 0.6347041 0.4682405
#> [3,] 0.6783204 0.9467781 3.4652385 0.6456326 0.7692380 1.7326804 0.6650804
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 1.3387146 0.5033484 0.7548535 2.3200053 0.6635164 1.2908573 0.2588190
#> [2,] 0.5201328 1.7569827 0.4919424 1.3842992 0.5283352 0.6722829 1.6804085
#> [3,] 0.9649782 2.9105342 0.4135937 0.6057518 0.4849109 0.4711938 0.7731333
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.4764746 0.8472514 0.2426777 0.8657092 0.3341269 0.4853091 0.2915188
#> [2,] 0.5249685 1.1754127 0.8226388 1.0358250 0.6325397 0.6068611 0.5304403
#> [3,] 0.4289235 0.7491339 0.1986401 0.8255842 0.3379183 0.4659002 0.6046282
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.7430903 0.497787 0.6893871 0.9710563 0.7025667 0.3582765 0.6524878
#> [2,] 0.5863071 1.072368 0.5096763 0.5152108 1.0721673 0.4768365 0.7166959
#> [3,] 0.3713970 1.249422 0.9067938 0.4822349 1.7694566 0.8292927 3.1421245
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.3988900 0.3544357 1.6798133 1.8325241 5.7294612 1.7675875 0.6736817
#> [2,] 0.8657779 0.8654790 0.4794118 1.9524832 0.3311219 0.6737860 0.1838840
#> [3,] 1.4281067 0.3497546 1.5847711 0.4898071 0.3600950 0.3521045 2.3363316
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.8157282 1.162357 0.6446227 0.6736566 0.8630972 0.3891349 1.1139854
#> [2,] 0.9139075 1.328836 0.6816379 0.7083411 1.2520026 0.8525448 0.6548783
#> [3,] 0.5485608 3.081128 0.8157680 0.3715394 0.9116260 1.1796474 0.3364766
#> [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,] 0.4844740 0.7442495 0.5510097 1.4322020 0.4757812 0.2753003 0.2465242
#> [2,] 0.7258961 1.5600213 1.7170572 0.4441425 0.7591944 0.4756393 4.2679607
#> [3,] 0.8930913 0.6203867 0.2764374 0.3845869 0.7157486 0.7286800 0.5905146
#> [,309] [,310] [,311] [,312]
#> [1,] 0.3877101 0.5628476 0.3922771 0.6999104
#> [2,] 0.5192675 0.8578611 0.5634691 0.4295532
#> [3,] 1.1895882 0.9839332 0.9578919 0.7249229
#>
#> , , 8
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0.9413462 0.3270507 0.9324088 0.7641524 0.8072610 1.9256545 0.8255256
#> [2,] 1.6722841 2.2454046 1.0258529 0.5369941 0.5507267 0.7623377 1.3568559
#> [3,] 1.8075851 1.4031841 0.3086360 0.6914005 0.5323351 1.4187791 0.9667381
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.7794011 0.6193572 0.5074260 0.3660928 0.5277724 0.4634052 0.7566246
#> [2,] 0.5254227 0.8604914 1.3716977 1.7402967 0.4197535 1.0259237 1.1032099
#> [3,] 1.0906281 0.4949943 0.3113828 1.4164173 0.9725573 1.5634155 0.8349269
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.452527 0.5381838 2.0774268 0.9038054 1.3037183 0.7781308 1.573692
#> [2,] 1.010412 0.3226287 0.8192207 1.2642761 3.7013623 1.2246798 1.437942
#> [3,] 1.626647 4.8217817 0.6856475 0.6624672 0.2215147 2.4451919 0.430958
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.1960310 1.051795 2.512584 1.8308953 1.0110074 0.7653972 0.3020971
#> [2,] 0.8549468 3.115379 1.699668 0.9818501 0.7602692 0.7885067 0.7040321
#> [3,] 1.3353324 1.423763 2.562892 0.5368675 1.2528763 0.9136479 0.9849431
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.5982038 1.1905222 0.7033338 0.4688496 0.3935859 0.5959362 1.1947795
#> [2,] 0.6177601 0.8864681 2.0308250 1.6445713 1.0657926 1.4696476 0.8675823
#> [3,] 1.5786562 0.9820383 0.6036232 2.2355246 1.3050334 0.5598101 0.8457433
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.6055571 0.6365093 1.6561286 0.8058020 0.7037049 0.4531314 1.2804521
#> [2,] 1.0042116 0.5577326 1.5755953 0.8334869 3.3642701 0.8272492 0.7992415
#> [3,] 0.3155429 1.2775984 0.8561319 0.5271506 0.3670207 0.5689292 0.5971385
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.9281595 0.4050059 0.5078800 7.4069600 1.129725 0.233971 0.9032587
#> [2,] 0.7690804 2.4427727 1.4957059 0.6544628 1.627170 1.083382 0.7718749
#> [3,] 0.5063515 1.7378514 0.8062054 1.2551911 1.537414 1.184356 0.4183857
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.4608898 0.6417540 1.4152740 0.5072651 0.5290923 0.6983000 0.2162615
#> [2,] 1.5845457 1.1004688 0.5810824 1.1925660 0.6632743 1.1940150 0.4322158
#> [3,] 0.8719140 0.3296453 0.9992194 0.7101735 0.5707590 0.5483747 0.6764055
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.6888273 3.7553397 0.5463909 1.5606829 0.5570063 1.926744 0.6557659
#> [2,] 0.5615470 0.3893196 1.4934886 0.8721152 0.7463240 1.544145 0.5056721
#> [3,] 2.4327188 1.0571355 0.8027936 0.4726843 1.4535512 2.057444 1.8544927
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 2.063921 0.8326984 0.8745094 0.5040123 0.4906480 0.8665768 0.4811859
#> [2,] 1.193638 1.1044293 1.3459723 0.5224321 0.9993495 0.7582472 1.1994464
#> [3,] 1.329110 1.1635822 0.6506826 0.4154129 0.4087706 0.6663288 1.3894795
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.2909889 0.3388658 0.3469206 0.8120581 0.5099543 1.0320381 2.2974244
#> [2,] 0.7632366 0.6938757 0.8328068 0.6906422 0.8098502 0.9747820 0.7880858
#> [3,] 0.6557387 0.8623170 1.7106597 0.5151529 1.3943691 0.3937187 0.4308026
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.7847989 3.241840 0.544308 0.7541593 0.2852615 1.4169388 0.4701497
#> [2,] 0.8981085 1.917411 0.555135 3.1217918 0.5428514 1.1596024 0.6131442
#> [3,] 1.1289643 1.066656 0.745818 0.5575908 0.9354746 0.5302697 1.1433237
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 0.9088708 1.3911113 0.788099 3.7343269 0.2117753 1.4039717 0.8998458
#> [2,] 1.1789930 1.5206541 1.710383 1.7565327 0.4710379 0.4140087 0.5295776
#> [3,] 0.4108320 0.7619069 0.364216 0.6983836 0.6087069 1.4246547 0.6996335
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.6248146 0.3433535 0.3685276 1.467954 0.5050941 0.8418509 0.2202318
#> [2,] 0.6847099 0.7243743 0.5485195 1.379881 2.5984983 0.9469176 0.6957040
#> [3,] 0.5492139 0.8778815 0.7401336 0.937056 1.2471715 0.3834880 1.5066410
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.5590492 0.4369396 0.8045173 0.3368117 0.7559113 0.8948569 0.6409088
#> [2,] 0.8167885 1.3130347 1.6969295 0.8684955 1.0114380 0.8895426 0.7689383
#> [3,] 3.6593499 0.9261321 0.5481740 2.0759344 1.8943839 0.5715127 0.4014039
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 1.0161957 1.1735662 0.4851224 1.947365 5.981224 0.5333431 0.6396865
#> [2,] 0.7305303 0.7781341 1.6407787 1.818454 0.902570 0.4743340 0.6351824
#> [3,] 0.3761261 0.2604597 0.7504444 4.437905 3.647781 0.3807518 0.9280764
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.6166727 0.4569551 0.3239503 1.5931813 0.4159158 0.3062464 0.6657931
#> [2,] 0.6264276 0.3023764 0.6227337 1.5046944 1.2569239 0.9584632 0.5940776
#> [3,] 1.1642809 0.6882612 0.8077160 0.3811081 0.6527498 0.5196023 0.7972800
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.3261901 1.2119006 0.3646288 0.8048139 3.0491736 1.0435555 0.2077324
#> [2,] 0.3185521 1.4099349 0.7468668 0.9225369 0.3553864 0.5330322 0.9465146
#> [3,] 0.4322752 0.5188211 0.8262362 1.1411360 2.0662131 0.5277428 0.6774269
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.4275187 0.5716627 0.7732459 2.1416127 0.8037068 1.183259 1.2147716
#> [2,] 0.6502942 0.4391742 0.5861646 1.1438582 0.5805676 0.589320 1.2269563
#> [3,] 2.0194004 0.3243444 0.4797039 0.7336586 0.3062510 1.030240 0.4257735
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.3935835 0.3145000 0.4478652 0.3396908 0.8379204 0.4361655 1.1223975
#> [2,] 0.8040644 2.7677047 1.1737493 0.8066617 1.0682483 0.5338183 0.3384114
#> [3,] 0.6958251 0.4673216 0.8304990 0.4634711 0.2552491 0.6507971 1.2466111
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.5107190 0.4992515 0.6560471 0.9748269 0.6882001 0.3898574 0.5102346
#> [2,] 0.7048367 0.4815449 0.6218841 0.8735309 0.5810467 0.4649709 0.3835163
#> [3,] 0.6036162 2.1201486 0.8499228 0.3183285 0.2454033 0.4716682 0.6370039
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.099243 2.066510 0.3663056 0.7185257 0.2918083 0.1211521 0.3851143
#> [2,] 1.467108 1.343792 0.6509958 0.6147001 0.9861841 0.8461605 0.3813305
#> [3,] 1.520741 2.300036 1.6752984 0.9231247 0.5367576 0.8517560 1.1954550
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.5384050 0.2563707 0.6332187 1.2788148 0.2199093 0.5090594 0.6212049
#> [2,] 0.8852475 1.0298272 0.3488777 0.8149338 1.6178563 0.4709815 0.7735995
#> [3,] 0.8530919 0.4996230 6.2566552 1.2686649 0.6927968 0.3493030 0.7138745
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.4604344 1.0058460 0.2298063 0.4777640 0.6961985 0.3836010 0.3082783
#> [2,] 0.4247145 0.4865516 0.8778457 0.8386689 1.8803601 0.5971805 0.8898008
#> [3,] 0.7911803 1.9379285 1.0657272 1.4183978 0.6583406 0.4151413 0.9230722
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.6818828 3.9331373 0.1664093 0.4426338 0.4269036 0.2610533 0.4037916
#> [2,] 0.6853903 1.2845533 0.7793247 0.7369464 1.6519658 1.1171191 0.7672358
#> [3,] 0.4761878 0.6296461 1.1024823 1.4462218 1.9076823 1.3086947 0.9678733
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.4523743 0.2666271 0.1730114 0.2482629 1.4133926 0.1954309 0.2391472
#> [2,] 0.6313596 0.9684928 1.0399566 0.9030812 0.2599179 1.3489283 1.1486524
#> [3,] 1.2568728 1.1468486 1.0510828 0.7870705 0.9156659 0.8760648 0.6255170
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.3056731 0.1662494 0.4719121 1.0693074 0.3054503 0.3126557 0.5748904
#> [2,] 0.4194810 0.2796815 0.4905341 0.4535943 0.9205072 0.4234636 0.5332004
#> [3,] 1.1195914 0.4511872 0.3765093 0.4552916 0.4736050 0.7085622 0.8375745
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.5579815 0.3135073 0.2634034 0.4061371 1.1164468 1.0350594 0.4417461
#> [2,] 0.4104549 0.7230880 0.6226310 0.5965130 0.7424597 0.2935760 0.5063687
#> [3,] 1.6732315 1.3481579 1.0030853 0.5014133 1.7443276 0.5306243 0.9354792
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.4865912 0.4936389 0.7835325 0.4865664 0.7142931 0.4818118 0.4722571
#> [2,] 0.3859185 0.6215410 2.4860338 1.1598700 2.1595971 0.8432407 0.9390514
#> [3,] 0.7732146 0.9416469 0.4864413 0.6494575 0.7806150 0.3023595 0.7857302
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.7457164 1.9584037 0.3766040 0.3329792 0.7204068 0.8610506 0.6850385
#> [2,] 0.7052161 0.2287296 0.5967492 1.6526948 1.9376536 0.7230254 1.3180912
#> [3,] 0.8260966 1.0809014 0.7356106 0.5296238 0.6746548 0.4923996 0.4695440
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.3789516 0.2562012 0.7648123 0.4226291 0.9316262 1.5119281 1.351529
#> [2,] 0.4404231 0.7742118 0.7446847 1.7202570 0.7705656 0.3745108 1.388430
#> [3,] 1.1538515 2.5352108 0.5282254 2.1340741 2.2818352 2.4912947 1.201488
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.2405053 0.3154860 0.2820437 0.3332948 0.2072895 1.7811440 0.1741080
#> [2,] 0.2939571 0.4391517 0.8587530 0.6394789 0.4375765 0.3223462 0.3941998
#> [3,] 0.5642816 1.1336494 1.1723592 1.5830021 1.1560938 0.6180384 2.0963048
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.8305884 0.9349029 0.2532442 0.6015285 0.8376179 0.3102306 0.3222270
#> [2,] 1.1283627 0.4114338 0.3681837 0.5843197 1.0013285 0.7021389 0.6481521
#> [3,] 0.2143073 0.4516355 0.5704114 1.4426745 0.3165700 1.1528919 0.5401550
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.5661529 0.3470543 0.3083531 0.9689322 0.2951312 0.1868578 0.3623266
#> [2,] 1.2153485 0.4494237 0.6300469 0.5693514 0.8382335 2.0131992 1.2933483
#> [3,] 0.4890701 0.9197445 1.4107685 0.4779396 0.3025741 0.9491353 1.0923981
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.7013046 1.056069 0.7744803 0.3327330 0.5499779 3.730236 1.1986367
#> [2,] 0.7136601 1.125441 0.9363667 1.1154726 0.9527414 1.391979 0.5015119
#> [3,] 0.9450156 1.855774 0.4883207 0.5388285 0.3330038 7.626689 0.4413672
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.5089893 0.5414866 4.849811 0.2522745 0.1739943 0.2437290 0.4117269
#> [2,] 1.5694035 0.8969290 1.699102 0.9625692 0.6960980 1.1770320 1.0145132
#> [3,] 0.5583541 0.3541748 0.603487 0.3986704 1.1930131 0.8301251 0.7642583
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.8890518 0.4636710 0.3287227 0.6281926 4.3596961 0.3769742 0.5970316
#> [2,] 0.7112058 0.6290225 0.3169212 0.5024636 0.9633897 0.5191548 1.6545554
#> [3,] 0.7283780 0.4295130 1.4827258 0.9085818 0.8189604 0.8588878 0.6294667
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 4.1312404 1.131456 1.3346313 0.3298692 0.3030695 2.2425990 0.4661411
#> [2,] 0.6598885 0.642218 0.5048517 0.5134493 0.6286801 0.5334842 0.3499421
#> [3,] 2.9072950 0.274947 0.3824067 0.3437851 0.3891763 0.4404265 0.4198003
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.7729646 0.5343926 0.3155113 0.2883692 0.7500654 0.3256290 1.0336490
#> [2,] 1.3994530 0.7188963 1.0256442 3.6139262 1.1961782 0.3000542 0.4740349
#> [3,] 1.1528819 0.2348733 0.5983754 1.5779547 1.0925659 0.4361385 0.7559432
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.2441212 0.7718969 0.2149535 2.1179568 0.2897755 0.2222093 0.4927493
#> [2,] 1.1959115 1.7551143 0.8228596 0.8446601 0.1946692 0.4499799 0.4260217
#> [3,] 0.9871816 0.8561952 0.2920931 0.5381770 0.7081823 0.2804096 2.2056465
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.4526900 0.3986381 0.6249823 1.288171 0.5116625 0.9116195 0.6742282
#> [2,] 0.7284848 1.9436949 1.2567013 1.297382 0.7265641 2.1808013 0.4992464
#> [3,] 0.7289471 0.4673152 0.5446714 1.115063 0.5133260 1.7975411 0.4956657
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.709824 0.3587380 0.3782788 0.9096705 0.3261529 0.5348751 0.5132591
#> [2,] 2.427425 0.3919684 2.1702282 0.9464278 2.2641962 0.7779939 0.6489913
#> [3,] 2.164002 0.4683528 2.4512447 0.4980475 1.3373837 0.5810184 0.9181720
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.7473362 0.9837827 1.0992934 0.6004888 0.6847245 0.5924259 0.6638068
#> [2,] 1.2991467 1.6510930 0.6175759 0.4903793 0.6415429 0.6353846 0.5542473
#> [3,] 2.4659609 1.0191201 0.6688124 0.9129326 0.8939670 5.8328366 1.1620311
#> [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,] 0.3282785 1.5726637 0.3771209 0.4519043 0.487582 0.6084729 0.3488389
#> [2,] 2.6359689 0.8117497 0.3075209 0.3817102 1.091870 0.7394476 0.5473740
#> [3,] 0.4249787 0.4167332 0.2940710 0.5956391 1.263805 0.3616302 1.8448854
#> [,309] [,310] [,311] [,312]
#> [1,] 1.2915141 0.6068048 0.3028419 0.6760612
#> [2,] 0.5420703 1.0150597 0.6731247 0.8503860
#> [3,] 0.9086293 0.3072016 0.5128996 0.5006069
#>
#> , , 9
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 1.146028 0.5049745 0.6315714 0.4652279 0.8200771 0.4726946 1.2332668
#> [2,] 1.205732 1.5521758 0.7006077 1.0260844 0.8898351 0.5671524 1.5467655
#> [3,] 2.074736 0.4087794 0.8366778 0.8047042 0.6117051 2.4480828 0.7519417
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.4315487 1.721244 0.7196374 0.6193183 1.3536309 1.201190 1.4232892
#> [2,] 1.4716362 3.222792 1.6604148 1.5003100 0.9783938 2.525911 2.5320835
#> [3,] 1.3711178 0.908087 1.1205881 1.6286534 1.4800808 0.630091 0.9836336
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.6610724 1.1357643 0.7152385 0.8195625 1.1852804 1.2554071 0.6701474
#> [2,] 1.1344588 0.5331028 1.5025717 0.5506360 0.3242557 0.7764040 1.7122784
#> [3,] 1.2745362 0.8889027 1.0287748 0.3055837 0.7411175 0.6837221 1.3921040
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.9841206 1.8444257 0.6376129 1.2411506 3.1659915 1.9034979 0.2762512
#> [2,] 0.8017777 0.5609982 0.9709309 0.7624281 0.6195772 1.0303690 1.8210488
#> [3,] 0.6603505 0.8590034 0.6421560 0.7840490 0.3659798 0.4132546 0.7971852
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.3008788 0.3838597 3.7907581 2.9052972 1.8249925 41.5180817 0.8864433
#> [2,] 0.4005683 0.7714558 0.6529221 0.6303881 0.9814320 1.6408702 0.6527902
#> [3,] 1.0421850 0.6443955 0.5093567 0.9539469 0.4174586 0.6435402 0.6970994
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 2.0142234 1.115535 1.2581246 2.157885 2.2704759 1.7111903 2.5687450
#> [2,] 1.8119141 1.007366 0.8910780 0.993943 0.6387125 0.5086703 0.5616139
#> [3,] 0.9769575 0.316548 0.6050991 1.604634 0.2847501 0.5521989 0.7286362
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.7318073 0.6106780 2.1102999 1.0689528 0.6500599 0.3056789 0.8089117
#> [2,] 0.8975795 1.9390796 0.5721531 0.5739234 1.0362067 1.6541685 0.4712623
#> [3,] 0.8447960 0.5809125 0.8310181 1.5611590 0.6305302 0.1941951 1.2943770
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.4992071 3.5033745 1.3619618 0.8691438 0.9823753 1.9417433 1.0149056
#> [2,] 0.9160509 0.5781124 0.6989118 0.7306061 0.8599023 0.7094835 0.8253639
#> [3,] 0.6747430 0.4942797 0.4511734 0.8536020 0.8250034 0.7816056 0.3725910
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.4406901 1.7406217 1.0237842 0.8094267 0.5969738 2.1666523 0.7959451
#> [2,] 1.0660192 0.8660445 0.8387058 1.0821219 1.9058636 0.9177755 1.8550570
#> [3,] 1.7151703 0.4632296 2.5295836 0.9683069 0.5972340 0.4103166 2.2259091
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.1612843 2.308049 0.7086132 1.1043992 0.7608080 1.5017268 2.1347498
#> [2,] 0.7278891 2.093812 1.2324145 1.2307199 1.1211019 1.1101479 0.7554298
#> [3,] 1.6728623 3.141083 0.4327162 0.6649753 0.6192744 0.5496039 0.6647497
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 0.4287604 0.3167600 0.4226215 1.4010517 0.5919334 1.0881138 0.8635285
#> [2,] 0.2395788 0.6659446 0.4223808 0.5287305 0.5308453 0.8475022 0.6894909
#> [3,] 0.4968342 1.1006453 0.7959113 0.7079236 0.3179709 0.8654891 0.7364391
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 0.6402389 0.6522889 2.4424718 1.0159520 0.3015013 1.3562491 0.6366944
#> [2,] 0.8921504 0.3780768 0.3527854 0.5226281 2.7761393 0.6167445 0.8125666
#> [3,] 0.4167464 0.3569487 0.4529281 0.6662612 1.8230669 1.2978748 0.3084140
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 1.138547 8.1974904 0.9403599 1.7119778 0.7227016 2.5440450 1.425071
#> [2,] 1.252688 0.5111484 1.2703949 0.5955447 0.6229185 0.9728188 1.715429
#> [3,] 1.079525 0.7040881 0.8267285 1.7078728 0.5700842 0.8399684 1.030843
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.8595862 5.5199704 3.3896389 1.3755291 0.5683220 1.1707313 0.6315442
#> [2,] 0.5078941 0.5831516 1.0243822 0.5055942 0.8465855 0.5523600 0.4862318
#> [3,] 0.8973568 0.6222379 0.2707114 0.4344559 1.3680794 0.6728326 0.4823389
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.3000657 0.1011719 0.5062985 0.6817415 0.4924772 0.3778395 0.8406188
#> [2,] 0.5982114 1.3580563 0.7109294 0.5208242 0.3188509 0.4124567 0.7439732
#> [3,] 0.3977770 0.9586978 0.5138645 0.5748952 1.6213365 0.9218542 0.4746078
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.2318292 0.3998192 0.8155785 2.220119 1.431435 0.4460556 1.3322551
#> [2,] 1.9672555 0.9008768 0.5053636 1.295156 3.486611 0.4239062 1.5418132
#> [3,] 0.8349660 0.7988785 1.2281392 3.571386 2.239613 1.0027470 0.6644516
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 0.2229311 1.1888378 1.5974929 0.6236361 0.3074031 0.4738658 0.4156270
#> [2,] 0.5261694 0.6428709 0.4425664 0.6729139 2.5431536 0.9760489 0.7951309
#> [3,] 0.6631650 1.0304128 0.7924201 1.9138121 0.4409804 1.9520784 0.4089862
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.2038824 0.1668339 0.9035008 0.6799952 0.2932497 0.1145679 1.1013432
#> [2,] 0.5344636 0.6178246 0.8532493 1.0413477 0.6420312 0.4056538 1.2288534
#> [3,] 1.1514431 0.9843251 0.7935514 0.5486259 0.7553650 1.3735985 0.4559661
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.1010004 0.5238413 1.2124092 0.5037001 0.3030366 1.3619503 0.8527825
#> [2,] 0.7523089 0.7899558 0.5090016 1.3712295 0.7761607 0.8028264 0.5794666
#> [3,] 1.4720077 0.7921523 1.1480700 0.3535840 0.6300307 0.7656161 1.3133129
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.3853898 4.7990737 0.4686162 0.9894353 0.5226628 0.4586541 0.4848155
#> [2,] 0.5503662 0.4993727 0.5918892 0.9350966 0.7006573 0.6362014 0.8932098
#> [3,] 0.5141499 0.8990640 0.4086943 0.2639645 0.5326187 0.5807454 0.5444404
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 0.806608 1.1573112 0.2262814 0.2959006 0.1390513 0.5967741 0.4838882
#> [2,] 0.545539 0.5436263 1.7691715 0.7415733 0.3898753 1.4660838 0.4574503
#> [3,] 5.376690 1.2693022 0.9562279 1.0444729 0.5282503 0.5961476 1.7190258
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.0430292 2.946869 0.3359469 0.1869821 0.4210769 0.7903317 0.8687214
#> [2,] 1.1366309 1.007706 0.1897590 0.7585478 0.2776607 1.0198976 0.6715773
#> [3,] 0.6458069 1.346546 0.6451356 0.4891556 0.8918099 1.0564887 0.5285371
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.7025049 0.6970067 0.2442234 0.6653686 0.2192457 1.1285385 0.2193443
#> [2,] 1.2452188 0.4080777 0.5315730 0.6720998 0.5152023 1.6328099 0.3830740
#> [3,] 0.4980521 0.6374048 1.0706267 0.3610260 0.3660551 0.7329132 0.5288185
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.7029211 0.9604170 1.1765760 0.2520438 0.3299771 0.3732015 0.3186727
#> [2,] 1.2087158 0.4130264 0.3706231 0.5864407 0.7719367 0.6118445 0.6895960
#> [3,] 1.9313156 1.5827809 0.6048706 1.0858527 0.3367035 1.2165497 0.6866849
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.8718391 0.3014240 0.4930676 0.5711690 0.4933769 7.0083492 1.2951495
#> [2,] 0.5864424 0.4334415 0.9397334 0.5377443 1.8861685 1.9568605 0.4057995
#> [3,] 1.0929894 1.0244866 0.4555565 4.4471934 0.7660295 0.4724298 0.7755151
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.6243424 0.5140518 0.1801071 2.4629953 0.4684664 0.2632847 0.2642935
#> [2,] 0.6952686 0.6521968 1.1126604 0.5599275 0.5054286 0.3916369 0.7615218
#> [3,] 0.5703692 0.3937712 0.6490272 1.7252034 0.9441536 1.1787196 0.5892119
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.1780975 0.3459899 0.7957698 0.3629181 0.2205055 0.8353741 0.4247719
#> [2,] 0.8683281 0.3080209 0.9564315 0.6891670 0.6938900 0.4593217 0.8046965
#> [3,] 0.7049209 0.7313903 0.5319621 0.6156086 0.6889052 1.1738866 0.9686043
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.2126514 0.9497791 0.8579974 1.8580561 0.4138547 0.3111524 0.3153453
#> [2,] 0.7920991 0.8862107 0.4218527 0.6828826 0.5741894 0.8165364 1.5776053
#> [3,] 1.2276755 0.8638462 0.4191158 1.9072564 0.6141536 1.1054070 0.4477734
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 1.1827590 0.1966015 2.1778095 0.8621770 3.0203886 0.2878750 0.2334662
#> [2,] 0.5375136 1.3515943 0.5848658 0.5932101 0.7934677 0.3399379 1.3855891
#> [3,] 0.8051448 0.6555474 0.8954268 0.4223439 0.6449601 0.9439410 0.7660610
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 1.0392848 1.1693434 0.6369597 0.5925599 0.4683715 0.7282726 0.4814152
#> [2,] 0.7427601 1.4661018 0.5229974 0.6275388 0.6152946 1.0156668 0.7851383
#> [3,] 0.4839320 0.4596738 0.8268532 0.4050887 0.5444721 0.3539265 1.3417130
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 0.9104997 0.2634929 0.2240719 0.503711 0.8027924 1.368112 0.9715613
#> [2,] 1.0988501 0.4817773 0.2958407 1.880088 0.7873263 1.784504 1.2821449
#> [3,] 0.4446820 0.8251193 0.5714373 2.374379 1.1216160 1.230980 0.5786079
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.5424068 0.531169 0.3089563 1.3186094 0.4489816 0.3088718 0.5255820
#> [2,] 1.0649669 2.508361 1.6123220 0.7983514 1.3330735 0.5550959 0.6737883
#> [3,] 0.5618700 1.047181 0.8166099 1.5282309 1.7955860 1.0108868 0.4856114
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.5685040 1.0607365 0.3491802 0.5215844 0.4556746 0.6516172 0.5489819
#> [2,] 0.9906288 0.6181019 0.2840988 0.4318344 0.9699140 0.3929818 0.4716862
#> [3,] 0.8869224 0.6159305 0.3722966 0.3322895 1.2148416 0.5686762 0.3746488
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.8884546 0.5570812 0.4352621 1.5735163 0.6363878 0.9267997 0.3694283
#> [2,] 1.1582587 0.6684271 0.5199312 2.1692987 0.7996191 0.5151804 0.5245323
#> [3,] 0.2194485 1.3700464 0.3149853 0.7793587 0.5018566 0.5265429 0.7696063
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.8819655 0.2876655 0.2174614 0.4837916 0.5708573 2.569015 0.4843687
#> [2,] 0.4498202 0.4572871 0.5743315 1.4278196 0.5123641 11.704516 1.1013852
#> [3,] 0.9200020 0.8693254 1.1073566 0.8995234 1.0714067 2.900551 0.3998404
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.2177278 0.2350842 0.4165237 4.7056840 0.5073096 0.1554322 0.4728369
#> [2,] 0.5413183 0.7067952 0.5718371 1.5929237 0.4796825 0.8857331 0.4004960
#> [3,] 0.2786032 0.7380214 1.6401184 0.9704061 0.5631685 0.4020256 0.9536135
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.6712719 0.5177424 0.4808920 0.5453158 0.6280638 1.0854040 0.4012287
#> [2,] 0.7309931 0.4617750 0.9634848 1.2934669 1.0315826 0.4409166 0.7447633
#> [3,] 0.2917406 0.7848091 1.2919267 0.8741747 0.8661223 1.0244678 1.0830483
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 1.0970163 0.3294195 1.070088 10.3804860 0.2579597 0.2712593 0.2025062
#> [2,] 1.1049192 0.6361448 1.003860 0.5051506 1.0824901 0.4786079 0.3593100
#> [3,] 0.3313562 0.3483723 1.143952 1.1113637 0.8577861 0.4956167 1.6508194
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.5623877 1.4896982 0.6854218 0.7029905 0.7705388 0.3303722 7.4207574
#> [2,] 0.5112356 1.6864535 0.6288538 0.5739449 0.8845877 0.5114584 0.6687230
#> [3,] 0.5830263 0.5852084 0.6314054 0.5324434 0.5034157 1.0897561 0.7270189
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.2091240 0.2796023 0.1439151 0.5722058 0.8740937 4.2475048 0.3020645
#> [2,] 0.4147061 0.5684074 0.9187011 1.5353292 1.1635556 0.5266928 2.0227506
#> [3,] 0.2668503 0.5409859 0.6629693 0.4686427 0.4577741 0.7300503 0.9206994
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.5684254 0.9147332 0.3482482 0.2962385 0.3574754 0.4718611 0.5302435
#> [2,] 0.7113022 0.5384716 0.6152648 0.7604370 1.0627771 0.8446488 0.2461771
#> [3,] 0.6096018 0.9431913 0.6938637 2.3917181 3.5301669 0.6451162 1.0663782
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 1.0210577 0.3209375 0.3506368 0.9575951 0.9677176 0.5311806 1.1551157
#> [2,] 1.3512492 1.4881080 2.7119535 0.7949890 0.3670862 0.4561939 1.6738111
#> [3,] 0.7913198 5.6613331 2.1337528 0.7886897 0.4718131 1.2410645 0.4961552
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 1.604632 5.4951518 0.5187383 0.7143082 0.5966632 0.9534357 0.4314707
#> [2,] 1.391389 0.6212423 1.1085222 1.0180390 1.9577413 2.2014527 1.8531739
#> [3,] 3.633266 1.6364065 0.7048260 1.9779362 0.6096878 0.9937233 1.4153174
#> [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,] 0.3617267 0.7858199 0.3962105 0.9794376 1.1895653 0.4233581 1.1580794
#> [2,] 0.3511183 1.0874174 2.0735086 1.0411236 1.9454819 0.4421401 0.5512066
#> [3,] 0.9061821 0.8029058 0.4047330 0.3246794 0.6804475 0.9294201 1.0236963
#> [,309] [,310] [,311] [,312]
#> [1,] 1.3190297 0.4821253 1.861493 0.4682048
#> [2,] 0.6667135 0.4797755 1.025668 0.6507041
#> [3,] 0.6018504 0.7160915 1.410211 0.7234333
#>
#> , , 10
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 2.381385 5.1009398 0.9654850 1.651721 0.7749376 2.7051331 1.4017510
#> [2,] 2.491668 1.0807083 0.4732868 1.788015 1.9950306 0.3976725 0.6060917
#> [3,] 1.488861 0.8039872 1.1416554 1.142865 1.5268575 1.3883337 2.5806546
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.3390370 0.4517765 0.4423461 0.4936097 0.8744927 0.6688171 0.9715202
#> [2,] 1.3479903 1.6890014 0.8231480 0.7810783 3.7748631 2.0565756 3.3627393
#> [3,] 0.8737388 0.5574545 0.7945230 0.8867397 6.1378984 1.4507531 1.9471736
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.4101848 2.2727597 0.5692303 0.9590398 6.3644600 1.7059683 3.4322379
#> [2,] 0.8187682 0.7954739 0.5523807 0.5340104 0.5633139 0.4956104 0.6853878
#> [3,] 1.8182209 0.6376142 1.9051646 0.7659113 0.9434416 0.5151588 0.7276002
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 1.434535 1.4289675 5.117425 1.1214461 0.9569496 2.2338386 0.4101755
#> [2,] 1.129959 0.4830815 1.103789 0.7743476 0.3855190 0.8041218 1.2831084
#> [3,] 0.335092 0.3014054 1.154698 0.7424908 0.7070677 0.4411634 0.6148299
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 1.3876138 1.2206985 1.3962130 0.3539976 8.8896577 0.5732294 0.6852055
#> [2,] 0.6114563 0.9880112 2.3053248 1.1575392 0.6477131 1.7065105 0.6344507
#> [3,] 1.1609122 0.3753539 0.8200078 0.5228763 1.6353097 0.4090543 0.3562500
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 0.7104070 1.0477077 2.1181809 1.010666 0.5357507 0.5349656 0.2859568
#> [2,] 0.7510110 0.5569708 2.6321923 0.525216 0.5713096 1.3990618 0.2456214
#> [3,] 0.3856561 1.7822802 0.3200081 1.065666 0.8431895 1.6414128 0.5411262
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.7694615 0.5265009 0.2105181 3.2984260 0.6984124 0.4738082 7.251832
#> [2,] 0.4344694 0.7494986 0.6338539 0.2516423 0.4499331 1.4557067 1.609724
#> [3,] 0.5755144 0.8794047 0.5448640 0.4021053 0.6306270 0.5219235 1.100301
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 1.5071551 1.6240854 0.4763084 0.4490774 1.3378719 1.3599293 0.5327508
#> [2,] 0.8072499 0.4908774 0.5044903 0.8175847 0.4305029 0.4599801 0.5586166
#> [3,] 0.6026086 0.9034164 0.5108046 0.5984933 0.2209444 0.3356306 1.4541761
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.4932342 0.9907231 1.3639751 1.3029940 0.8724432 0.7954603 4.7406126
#> [2,] 1.0247442 1.3764364 1.9046512 1.1437610 1.4934911 0.6164280 1.0147939
#> [3,] 0.4331402 0.8583838 0.8067999 0.5383623 1.1983888 0.9199338 0.5626735
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 1.828398 0.7942577 0.8065003 0.9538676 0.5432117 0.7253736 1.128905
#> [2,] 2.449261 1.0469232 1.1033371 1.8198780 1.0828353 0.4745754 1.270864
#> [3,] 1.008511 1.4540898 0.7319212 0.2831012 0.8142712 0.4744430 1.236123
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 1.3297520 0.5309933 2.056489 0.5482005 0.2586807 0.5899072 0.8497790
#> [2,] 0.3023219 1.0727777 1.735239 0.9338743 0.5620435 0.4235100 0.7868844
#> [3,] 0.3538712 1.3910129 4.821764 0.7241558 0.5861920 0.9760722 0.7377764
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 3.1255113 2.0210097 0.9678377 0.8688990 1.1312046 0.5894832 1.2443145
#> [2,] 1.0348268 1.0153912 0.8914985 0.5481072 0.9308642 1.0054817 1.4379046
#> [3,] 0.5400827 0.5334717 0.5729541 2.7337755 0.6326824 0.7532414 0.4086688
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 2.930558 8.003849 0.5694647 0.5475184 0.7881170 2.332229 0.9153009
#> [2,] 0.779643 1.146135 0.5813532 2.5762283 0.3515693 0.461645 0.7828863
#> [3,] 1.960555 1.132060 1.0564415 1.1301979 0.4686553 0.909604 0.3694756
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 0.6077067 1.2473007 1.4763919 4.7608576 0.1621233 0.7258815 0.6634706
#> [2,] 0.3496732 0.8399246 0.2578203 0.7830249 0.7210043 1.6101269 0.8057018
#> [3,] 0.7119670 0.1927824 1.0890521 0.8737599 0.8842280 0.7514407 0.6984369
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.8879670 0.3780799 0.2598626 0.9343363 0.1582503 0.2846582 0.5402273
#> [2,] 0.7333742 1.1642702 0.4467572 0.4232135 1.6037945 0.4004732 0.9967664
#> [3,] 0.8138928 0.5265093 0.5638654 3.1594629 0.4057361 1.0228238 0.5684132
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.3867002 2.1784463 0.5253387 23.380570 1.457530 0.7078543 0.6419598
#> [2,] 0.7841700 0.4859041 0.8338528 2.168732 1.831812 0.8158566 1.2692184
#> [3,] 1.4663734 0.7054155 0.4083770 4.497764 3.040256 0.7628923 4.6104760
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.3242772 1.1753278 0.5733553 0.3723258 0.2873234 1.2515255 0.3095354
#> [2,] 0.5612059 0.6450333 1.4467177 0.7878105 0.6477237 1.5838857 0.5928468
#> [3,] 0.4600774 0.7065144 0.2979414 1.2665270 0.2898932 0.6301405 0.5107622
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 0.2904619 2.0629594 0.1489941 0.4196538 1.015987 0.3060905 0.5365337
#> [2,] 0.6470770 1.8649308 1.7036140 0.5323193 1.331571 0.5551779 0.9064854
#> [3,] 0.5889914 0.5195857 0.9381447 1.1289186 1.229294 1.6351016 0.6043780
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 0.5904833 0.9238466 0.5292956 0.3563667 0.5721661 0.5598623 0.6439135
#> [2,] 2.2499930 1.4740321 0.4286121 0.3713602 0.3963260 0.9580559 0.8835324
#> [3,] 1.1920674 0.5426915 1.7082174 0.4545440 0.3448682 0.4645557 1.6653255
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.3547540 0.3390388 0.7517870 0.3695771 0.8700238 0.6074728 1.2669288
#> [2,] 0.8324486 0.3816849 0.8168707 0.6518947 0.6156681 0.4593923 0.3720479
#> [3,] 1.0221016 1.0466967 0.7916317 0.2956135 0.6430409 0.7014901 0.8194933
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.2769135 0.5654839 0.8623244 0.6746549 0.9996791 0.1703129 0.3682253
#> [2,] 0.3584651 0.7482880 1.7896645 0.6663792 0.3944239 1.0065680 0.5488641
#> [3,] 0.6113305 0.8500070 0.4185680 0.7975647 0.4838055 0.3811992 0.9227515
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 0.7413774 2.337119 0.7294616 0.4461241 0.7192719 1.0597428 0.2881525
#> [2,] 2.1505491 4.090054 0.5466357 0.8822156 1.4076125 0.4372479 0.6431548
#> [3,] 2.0180745 1.041592 0.6720851 1.3445709 0.4120778 1.1780138 1.7554333
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 0.3875400 0.2651791 0.9444589 0.7733149 0.7651215 0.502822 0.4210839
#> [2,] 0.6927800 0.8074920 0.7997836 0.4758974 1.4542541 1.056371 0.2669608
#> [3,] 0.5628926 0.3341988 0.5454094 0.3871465 0.3352487 1.350354 0.9273573
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 0.8536895 0.3350984 0.2721487 2.4037810 1.2626661 0.6045026 0.3059026
#> [2,] 0.8004198 1.2623024 0.7713396 0.3630528 0.4900099 0.4664759 0.8815074
#> [3,] 0.6739406 1.1462137 0.5895415 0.3642949 0.6393958 0.8408958 0.3583632
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 0.2548535 1.1955619 4.7851939 0.2336527 1.0040366 1.3309406 0.2458940
#> [2,] 0.4783286 0.4618179 0.4960183 0.3688538 0.8565793 0.4134805 0.9085131
#> [3,] 0.5585777 0.6729977 0.9701954 0.3898965 0.4616935 0.8092236 0.4503221
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.5326984 0.4487977 0.7381195 0.1790605 0.3416690 0.6034309 0.2313009
#> [2,] 0.6886572 0.7088419 1.9180986 1.2970250 1.1460476 0.8130193 0.9541855
#> [3,] 0.3793884 0.6620967 0.3690066 0.5286171 0.6322989 0.3868830 0.8838587
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.7890522 0.2291234 0.6839099 0.5404671 0.5147046 0.6148812 0.2622999
#> [2,] 0.7384148 0.7336956 0.4082010 0.7980529 1.3100009 2.1173775 0.5442287
#> [3,] 0.5322778 0.7301300 2.1033197 0.7487494 0.7026538 1.6149320 0.4666572
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 0.3128209 0.3511823 1.0908876 0.9075086 0.5610422 1.1565431 0.3097978
#> [2,] 1.0087431 1.2674445 0.9386170 0.4163071 0.5464297 0.4765605 1.1234582
#> [3,] 0.8094837 1.1284007 0.4980648 0.4615383 0.5169215 0.7347878 0.6581738
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 0.2254449 0.2165865 0.8220862 0.5332897 0.3877094 0.1907160 0.9084465
#> [2,] 0.3955434 0.9683249 0.8099379 2.6097259 1.1411200 0.5400753 0.8654252
#> [3,] 0.3877652 0.7963444 0.6761810 0.9479351 0.3971847 1.0450709 0.9278105
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 0.7620339 0.5917765 0.4131862 1.3392576 1.4656861 1.0256149 0.5432527
#> [2,] 0.5375876 0.9429163 1.0383553 1.0032957 0.6140234 0.5757715 0.7449654
#> [3,] 0.7333193 0.6554451 0.6558387 0.7097075 3.5913909 0.9733713 0.6555996
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 1.1730577 1.1916879 0.3540275 1.8613600 0.5066465 0.4189683 0.4628603
#> [2,] 0.8711272 1.8318195 0.6932910 1.4097343 0.7546506 2.1549092 2.3758012
#> [3,] 0.6018273 0.6487733 1.2635630 0.6031034 1.7659368 1.7179489 0.3337164
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 0.3145440 1.1275911 0.3535387 0.7089251 0.1940305 0.8629512 0.5532545
#> [2,] 3.3501293 1.1524036 0.7138996 1.4749595 1.2414028 1.3071045 1.2979997
#> [3,] 0.4359391 0.5676972 0.9007998 0.6440190 1.9860944 1.9269681 0.6290369
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 0.2197979 0.3199675 0.1617202 0.4430699 0.7582780 0.1749314 1.1210216
#> [2,] 0.4017307 0.3878885 0.7293786 0.6520524 0.7730281 0.7887614 0.7013358
#> [3,] 0.8414623 1.5075697 1.2547104 0.6871783 0.5745762 0.6543313 0.3908243
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 0.8138636 0.6713238 0.4399545 0.2125370 1.3716628 1.0043991 0.1952290
#> [2,] 1.0098639 0.9265553 0.6289339 0.4065085 0.7012302 0.5822587 0.9222348
#> [3,] 0.3670695 0.7176586 1.0739316 0.8164435 0.2890778 0.6668589 0.4005798
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 0.2708451 0.3963085 0.6217565 0.6409789 0.2310268 1.687953 0.4547572
#> [2,] 0.6925364 0.9494063 1.2946062 0.4577959 1.7696325 2.486594 1.5461129
#> [3,] 0.6574447 0.4897361 0.6190349 0.6832401 0.6579980 1.016842 1.0751859
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 0.4438594 0.2878668 0.2199531 0.6303495 0.9834973 0.3795908 0.5115968
#> [2,] 0.6376849 0.5871450 1.3853712 0.9667327 1.3654510 0.8961238 0.6852963
#> [3,] 0.3161239 1.0616389 0.8500771 1.5348490 1.1387107 0.8039586 0.5673460
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 0.6751416 0.4835256 0.3316606 1.1167384 0.2831609 0.2540013 0.3563731
#> [2,] 0.6975021 1.8624598 0.7633923 0.3399914 0.4788094 0.6264098 1.6223687
#> [3,] 0.4302334 0.8473021 0.4697179 0.8573077 1.0790377 0.3999518 0.2982107
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 0.4417865 0.2905117 0.4027597 0.5393124 0.2437827 0.2479437 1.4148235
#> [2,] 0.8493353 0.4285684 0.7636961 0.2737890 0.6800474 0.4164422 0.5299800
#> [3,] 1.1638895 0.3106100 0.4279876 0.4574916 0.6650282 3.3200647 0.6868402
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 0.2660386 1.0036996 0.5356246 2.1069241 0.1673946 1.4073837 0.3817553
#> [2,] 1.2075267 0.8705861 0.7179966 0.8892377 0.6666115 0.4335897 0.4343200
#> [3,] 0.6125941 0.2328148 0.3208038 0.8088988 0.4399370 0.4588979 0.5181525
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 0.4031023 0.2361707 0.4360570 0.4613512 0.5680732 0.2493209 0.1805711
#> [2,] 0.4276733 0.1643315 0.3629384 1.0661573 1.4419199 0.6083257 2.7541683
#> [3,] 0.7708808 0.7707030 0.4950133 1.6995809 0.4490132 0.2585730 0.7657802
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 0.1875918 0.4557843 1.6838081 1.1533888 0.3166633 0.1819252 0.3670721
#> [2,] 0.5134683 0.6895991 0.3532067 0.4110132 1.0152944 1.0984181 0.9326561
#> [3,] 0.7938309 0.5342084 1.3596539 0.3501898 1.1310581 1.3482672 2.1884216
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 0.2326928 3.768380 0.4249948 0.2885196 1.0734158 0.6356622 0.2774607
#> [2,] 1.3888682 7.210787 2.7450058 0.7155974 0.3016853 1.1214810 0.5329139
#> [3,] 0.9988236 4.001276 4.9263137 0.5268883 0.8540843 0.5197188 1.0876610
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 0.2541825 3.214218 0.3544959 0.3545149 1.1179451 1.721024 1.4513997
#> [2,] 0.7341913 1.106395 0.5122260 0.6729560 0.3239541 1.471333 1.3568336
#> [3,] 1.9212727 1.048047 0.8676496 0.6106778 0.8271589 2.532432 0.9741863
#> [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,] 0.3301165 0.5506660 1.4508968 0.8254411 0.4635848 0.3495503 0.5755369
#> [2,] 0.4182089 0.5793743 0.6066252 2.0016349 0.9015570 2.0506185 1.6475518
#> [3,] 1.2054150 1.1163158 0.5752227 0.6224796 0.9682664 1.1312842 0.5690945
#> [,309] [,310] [,311] [,312]
#> [1,] 0.7980268 0.6272002 0.4196994 0.3493539
#> [2,] 0.4921273 0.7301887 0.5622331 0.8775410
#> [3,] 1.8906278 0.5543945 0.8446396 0.7687113
#>
#>
#> $df
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 3.000000 3.397123 3.397123 3.397123 3.397123 3.397123 3.821728 3.821728
#> [2,] 5.762398 7.108556 7.108556 7.108556 7.108556 7.108556 7.108556 7.108556
#> [3,] 6.822273 7.202454 7.202454 7.202454 6.617226 6.617226 6.617226 6.617226
#> [,9] [,10]
#> [1,] 3.821728 3.821728
#> [2,] 7.108556 7.108556
#> [3,] 6.617226 6.617226
#>
## ------------------------------------------------
## Method `PosteriorBSVART$get_last_draw()`
## ------------------------------------------------
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
# run the burn-in
set.seed(123)
burn_in = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
# estimate the model
posterior = estimate(burn_in, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
## ------------------------------------------------
## Method `PosteriorBSVART$is_normalised()`
## ------------------------------------------------
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
# estimate the model
set.seed(123)
posterior = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
# check normalisation status beforehand
posterior$is_normalised()
#> [1] TRUE
# normalise the posterior
BB = posterior$last_draw$starting_values$B # get the last draw of B
B_hat = diag((-1) * sign(diag(BB))) %*% BB # set negative diagonal elements
posterior = normalise(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()
#> [1] TRUE
## ------------------------------------------------
## Method `PosteriorBSVART$set_normalised()`
## ------------------------------------------------
# This is an internal function that is run while executing normalise()
# Observe its working by analysing the workflow:
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
# estimate the model
posterior = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
# check normalisation status beforehand
posterior$is_normalised()
#> [1] TRUE
# normalise the posterior
BB = posterior$last_draw$starting_values$B # get the last draw of B
B_hat = diag(sign(diag(BB))) %*% BB # set positive diagonal elements
posterior = normalise(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()
#> [1] TRUE