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
Method new()
Create a new posterior output PosteriorBSVART.
Usage
specify_posterior_bsvar_t$new(specification_bsvar, posterior_bsvar)Method get_posterior()
Returns a list containing Bayesian estimation output.
Examples
data(us_fiscal_lsuw)
specification = specify_bsvar_t$new(us_fiscal_lsuw)
set.seed(123)
estimate = estimate(specification, 10)
estimate$get_posterior()
Method get_last_draw()
Returns an object of class BSVART with the last draw of the current MCMC
run as the starting value to be passed to the continuation of the MCMC
estimation using estimate().
Examples
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$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)
Method is_normalised()
Returns TRUE if the posterior has been normalised using normalise_posterior() and FALSE otherwise.
Examples
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_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$B # get the last draw of B
B_hat = diag((-1) * sign(diag(BB))) %*% BB # set negative diagonal elements
normalise_posterior(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()
Method set_normalised()
Sets the private indicator normalised to TRUE.
Examples
# This is an internal function that is run while executing normalise_posterior()
# Observe its working by analysing the workflow:
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_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$B # get the last draw of B
B_hat = diag(sign(diag(BB))) %*% BB # set positive diagonal elements
normalise_posterior(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()
Examples
# This is a function that is used within estimate()
data(us_fiscal_lsuw)
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
class(estimate)
#> [1] "PosteriorBSVART" "R6"
## ------------------------------------------------
## Method `specify_posterior_bsvar_t$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,] 12.217559 0.0000000 0.00000
#> [2,] 4.087546 0.2155582 0.00000
#> [3,] -7.812697 8.1310060 10.99661
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 18.776366 0.0000000 0.00000
#> [2,] 4.678239 0.4628285 0.00000
#> [3,] -22.269985 28.1676047 38.22365
#>
#> , , 3
#>
#> [,1] [,2] [,3]
#> [1,] 22.753968 0.000000 0.00000
#> [2,] 4.771061 0.547614 0.00000
#> [3,] -31.877721 42.752981 58.05927
#>
#> , , 4
#>
#> [,1] [,2] [,3]
#> [1,] 26.67476 0.0000000 0.00000
#> [2,] 3.77420 0.5300259 0.00000
#> [3,] -33.04123 44.7169550 60.67894
#>
#> , , 5
#>
#> [,1] [,2] [,3]
#> [1,] 30.79443 0.0000000 0.00000
#> [2,] 1.86865 0.6144534 0.00000
#> [3,] -34.10162 47.4028568 64.29643
#>
#> , , 6
#>
#> [,1] [,2] [,3]
#> [1,] 38.364210 0.0000000 0.00000
#> [2,] 1.307628 0.5855182 0.00000
#> [3,] -31.596876 51.3038423 69.56962
#>
#> , , 7
#>
#> [,1] [,2] [,3]
#> [1,] 49.887518 0.0000000 0.0000
#> [2,] 4.101665 0.6276344 0.0000
#> [3,] -27.725196 58.9695377 80.0961
#>
#> , , 8
#>
#> [,1] [,2] [,3]
#> [1,] 64.993870 0.0000000 0.00000
#> [2,] 1.994672 0.6080704 0.00000
#> [3,] -17.070459 65.7114283 89.24425
#>
#> , , 9
#>
#> [,1] [,2] [,3]
#> [1,] 71.022183 0.0000000 0.00000
#> [2,] 1.492262 0.5816413 0.00000
#> [3,] -16.236071 70.0887254 95.16921
#>
#> , , 10
#>
#> [,1] [,2] [,3]
#> [1,] 68.265620 0.0000000 0.00000
#> [2,] 4.529026 0.6207241 0.00000
#> [3,] -13.071672 70.6404743 95.86845
#>
#>
#> $A
#> , , 1
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.6772579 -0.4657197 0.93026207 -0.4941118
#> [2,] -0.1367016 0.6687149 -0.01259859 -2.5284993
#> [3,] 0.7136325 -0.3629745 0.74760425 -0.2347573
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.1409923 -0.3015388 0.09446701 -0.8819743
#> [2,] -0.8052222 1.2509207 0.40183501 -0.0297123
#> [3,] 0.6903043 -0.3806235 0.75569137 -0.5760042
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.0816928 -0.2085790 0.1080438 -0.4422531
#> [2,] -0.8902785 1.3531741 0.4482999 0.5152433
#> [3,] 0.7047756 -0.3990635 0.7384860 -0.7508151
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.0292300 -0.1656994 0.1341524 -0.3226651
#> [2,] -0.9021280 1.4229792 0.4112357 0.8098249
#> [3,] 0.7188678 -0.4241039 0.7337671 -0.9012386
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.0553671 -0.1231508 0.07001914 -0.1450495
#> [2,] -0.9146016 1.4450831 0.39887472 0.8111551
#> [3,] 0.7586111 -0.4100705 0.68108190 -0.7847098
#>
#> , , 6
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.0772566 -0.06353533 -0.003698492 0.09167938
#> [2,] -0.9645822 1.48463385 0.425101336 0.92261980
#> [3,] 0.7193555 -0.42435077 0.736004465 -0.88408572
#>
#> , , 7
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 1.0195148 -0.02684437 0.02636039 0.1311069
#> [2,] -0.9364503 1.52205808 0.35453494 1.0219936
#> [3,] 0.7190172 -0.43269428 0.73653931 -0.9646117
#>
#> , , 8
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.9983900 -0.01507165 0.02610811 0.04117286
#> [2,] -0.9709710 1.56828179 0.36167736 1.20444108
#> [3,] 0.7363037 -0.45738334 0.72574574 -1.12710419
#>
#> , , 9
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.9613086 -0.00875867 0.06761522 0.06353185
#> [2,] -1.0173804 1.57453646 0.41239368 1.21024749
#> [3,] 0.7406764 -0.44440879 0.71303366 -1.05420319
#>
#> , , 10
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.9370244 -0.0319059 0.08169524 -0.2930943
#> [2,] -1.0364239 1.5706688 0.43146272 1.1358496
#> [3,] 0.7287923 -0.4564112 0.73259208 -1.1391250
#>
#>
#> $hyper
#> , , 1
#>
#> [,1] [,2]
#> [1,] 2.251245 0.7388985
#> [2,] 2.487626 0.6863990
#> [3,] 1.833604 0.7874195
#> [4,] 33.837679 8.7064084
#> [5,] 41.740638 11.6343572
#> [6,] 28.353828 15.2428092
#> [7,] 3.445993 0.9854860
#>
#> , , 2
#>
#> [,1] [,2]
#> [1,] 28.002302 0.7529264
#> [2,] 15.033307 1.3921475
#> [3,] 18.743370 0.3505714
#> [4,] 49.004961 6.2009609
#> [5,] 79.643236 8.2361410
#> [6,] 36.939203 6.8781814
#> [7,] 7.515541 1.1154834
#>
#> , , 3
#>
#> [,1] [,2]
#> [1,] 67.251646 0.7617555
#> [2,] 56.491196 0.8667567
#> [3,] 139.534604 0.3496286
#> [4,] 82.982952 11.3195726
#> [5,] 131.259021 11.2701910
#> [6,] 83.993203 5.9694878
#> [7,] 5.655803 0.9592297
#>
#> , , 4
#>
#> [,1] [,2]
#> [1,] 80.31487 0.4429081
#> [2,] 14.22085 0.7795192
#> [3,] 408.45650 0.7773463
#> [4,] 141.66706 6.6386472
#> [5,] 129.17949 11.8368416
#> [6,] 140.66571 9.7999663
#> [7,] 10.12287 1.0135557
#>
#> , , 5
#>
#> [,1] [,2]
#> [1,] 93.20781 0.5273726
#> [2,] 21.41346 0.6335941
#> [3,] 1041.06757 1.3131698
#> [4,] 151.61165 7.0294610
#> [5,] 115.48292 7.7892331
#> [6,] 279.30379 7.0820164
#> [7,] 14.83389 0.8601387
#>
#> , , 6
#>
#> [,1] [,2]
#> [1,] 171.81894 0.3927731
#> [2,] 18.16664 0.8510789
#> [3,] 1038.04511 0.6696917
#> [4,] 230.13533 9.1292522
#> [5,] 246.34722 7.5253307
#> [6,] 246.03618 9.7023536
#> [7,] 17.15021 0.9882456
#>
#> , , 7
#>
#> [,1] [,2]
#> [1,] 160.41934 0.2790371
#> [2,] 24.10704 1.4171930
#> [3,] 828.97026 0.4040498
#> [4,] 299.99948 4.6520962
#> [5,] 283.20243 13.1693988
#> [6,] 331.05848 8.3683336
#> [7,] 22.49781 1.0594987
#>
#> , , 8
#>
#> [,1] [,2]
#> [1,] 263.58616 0.3059154
#> [2,] 38.16797 1.1792207
#> [3,] 519.98586 0.6234760
#> [4,] 572.56435 5.8208367
#> [5,] 327.15800 14.4503475
#> [6,] 601.64491 4.9569523
#> [7,] 36.49755 0.9946624
#>
#> , , 9
#>
#> [,1] [,2]
#> [1,] 471.19686 0.3203961
#> [2,] 20.21362 1.4442365
#> [3,] 1605.02964 0.7124813
#> [4,] 827.15608 6.3806671
#> [5,] 408.01027 11.8312958
#> [6,] 798.96611 8.4633060
#> [7,] 57.82008 1.4103997
#>
#> , , 10
#>
#> [,1] [,2]
#> [1,] 586.61865 0.4978102
#> [2,] 53.11005 1.4662594
#> [3,] 2644.42859 1.4222206
#> [4,] 989.91978 5.5314639
#> [5,] 413.97568 17.1020030
#> [6,] 1319.30782 10.4853478
#> [7,] 64.96324 1.2471132
#>
#>
#> $lambda
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 16.8112112 10.899699 65.5321586 176.5457749 6.850289 11.790494 11.566222
#> [2,] 0.5851096 2.702296 1.3685564 0.8903811 1.379011 2.789871 1.480996
#> [3,] 5.6669809 2.285853 0.6380985 3.5321579 1.530389 1.249700 2.529815
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 14.022543 25.454138 6.426076 8.298554 15.3736841 22.578664 17.581055
#> [2,] 5.112846 4.555869 1.787782 1.754258 0.8801526 8.100955 4.933147
#> [3,] 1.024502 5.261137 5.377170 1.310231 1.7947595 4.795813 2.687654
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 42.8964816 15.443476 148.051390 52.4508076 49.9586835 18.975695 18.534277
#> [2,] 0.9340717 0.760419 1.238119 2.7673970 2.1993814 2.410082 2.763290
#> [3,] 1.8559207 5.009548 1.326766 0.4658183 0.4232944 1.018288 2.489029
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 16.0610558 8.1147498 8.946309 9.7353746 15.429066 11.703565 57.493384
#> [2,] 0.8987545 0.8999159 5.679338 0.9945753 1.273966 3.568944 3.333496
#> [3,] 1.8990328 6.5611596 1.429793 1.0686258 1.428732 3.502095 1.336710
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 17.216648 16.5461131 6.4658184 48.9548350 10.568930 35.206688 15.2687321
#> [2,] 1.520346 0.6293223 1.1927418 0.8614811 2.021222 1.888716 1.4123385
#> [3,] 0.568194 1.9125982 0.9997083 0.7044506 3.858589 1.394103 0.5949578
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] 20.9908635 14.774806 11.5265432 43.889659 106.8201411 45.5691428 12.137174
#> [2,] 3.6778407 4.856509 1.4129451 1.422298 0.8742195 1.4144953 1.003667
#> [3,] 0.6704433 1.214738 0.9953095 6.336050 0.8511631 0.5818155 1.207687
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 10.769195 22.4281591 4.0177334 68.419884 11.205756 9.955604 13.431441
#> [2,] 2.632748 0.8510026 0.5410487 3.462143 5.539885 2.640887 1.935820
#> [3,] 1.593541 0.5489763 4.8870091 6.739131 2.084833 2.575005 7.693629
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 7.399319 4.171299 21.985623 35.1151153 27.8121512 8.912038 13.940820
#> [2,] 0.679619 1.467741 1.993862 0.5256651 0.9339526 1.346749 1.448357
#> [3,] 1.040867 1.996257 1.293084 1.9562703 1.0912526 3.793734 1.086635
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 55.0935588 29.857047 13.7563957 10.2618233 19.118665 29.2518710 10.694231
#> [2,] 0.9769448 3.640766 0.5403038 0.7990537 1.644040 0.4505511 4.350265
#> [3,] 3.6916497 3.545362 1.1061736 0.6479128 2.957395 0.8595997 5.376031
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 6.623277 10.1296542 18.4899273 11.7936153 21.4205395 11.447489 25.146990
#> [2,] 1.910406 1.5846303 0.8857257 0.9076922 0.6066981 1.541879 0.744303
#> [3,] 1.472136 0.9017156 1.6142991 4.2134941 4.9085700 2.133268 2.498640
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> [1,] 5.922125 20.573736 5.110030 16.528720 11.646854 4.510336 13.0522087
#> [2,] 1.300750 8.026508 1.815973 1.406715 3.711263 1.575907 0.6465203
#> [3,] 4.673648 1.818349 2.059267 1.291866 1.391794 17.193630 1.9042901
#> [,78] [,79] [,80] [,81] [,82] [,83] [,84]
#> [1,] 6.117367 22.481688 13.829712 9.469227 8.833667 15.9703193 22.091549
#> [2,] 1.418622 1.449753 1.277287 2.016771 1.316017 1.4283494 1.036940
#> [3,] 4.103664 15.122472 20.047717 1.218799 1.788224 0.8327969 3.015704
#> [,85] [,86] [,87] [,88] [,89] [,90] [,91]
#> [1,] 9.034873 16.4672168 8.9043228 10.440274 12.0969303 24.4238921 6.8635226
#> [2,] 2.250646 1.5294622 0.8195019 2.519957 0.8373039 0.3518374 0.5732505
#> [3,] 4.405469 0.8216966 1.1621767 2.054661 1.0948768 1.7076873 3.2332007
#> [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 7.327706 9.7336393 10.296998 8.6256523 4.188146 8.459168 27.883551
#> [2,] 1.645399 1.2351218 2.405521 1.8235102 1.012797 1.504936 1.755578
#> [3,] 29.510130 0.6170275 1.900410 0.7265149 1.654282 4.446628 1.332205
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 12.350626 35.116154 6.148010 5.918151 4.6491729 11.128616 18.381566
#> [2,] 1.205727 2.609297 1.338893 1.908485 3.8252886 1.138784 2.103577
#> [3,] 3.437690 1.968883 2.760946 0.808851 0.7317259 1.314666 4.028950
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 6.0778291 80.205482 8.3127628 14.8061729 7.849442 16.509605 16.4973725
#> [2,] 1.3027040 2.203190 0.7497843 3.3589587 3.121748 1.834279 0.9083258
#> [3,] 0.6757588 1.516856 2.2256843 0.8872972 1.213151 1.403391 1.5731509
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 6.263425 13.276760 8.642006 18.088940 25.8601029 6.3666157 39.6948515
#> [2,] 1.721884 3.140200 1.618250 1.469666 7.3631812 0.6666943 4.2752440
#> [3,] 1.134278 3.395896 3.081303 3.674109 0.9703226 7.3700901 0.6704759
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 7.435844 8.7673410 9.6615465 15.3396357 26.629636 3.6481689 26.1515458
#> [2,] 1.358583 0.9641222 0.8047608 1.9138476 6.476054 0.6591314 0.7770809
#> [3,] 4.800471 4.4706500 2.2519962 0.9661761 2.841437 1.9147210 2.5413324
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 4.1307192 35.550653 9.166472 19.234104 30.334756 16.971129 10.31787
#> [2,] 0.9157489 2.041210 0.793011 1.558942 1.301771 1.614318 9.89552
#> [3,] 1.4456516 2.026448 2.175144 1.786709 2.201253 2.185071 1.47171
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 5.930384 11.8041917 7.400946 19.969863 7.687114 7.524666 5.256834
#> [2,] 2.777400 1.0810764 1.395255 3.156123 5.533895 0.891040 27.573441
#> [3,] 3.960863 0.4757368 1.255283 1.061831 3.481635 2.596209 1.054692
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 21.6884807 3.899079 8.212311 53.000468 55.1615634 3.504386 5.341154
#> [2,] 4.8793471 1.108524 1.041948 1.737790 0.3070158 0.857881 5.821664
#> [3,] 0.7959493 4.663168 7.230351 1.327957 1.4219957 2.440283 1.679873
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 15.5983610 68.037557 19.204114 12.567324 4.4794829 13.1131228 9.431629
#> [2,] 0.4320694 1.014758 1.377224 85.239795 0.9778682 0.8888924 3.556416
#> [3,] 1.8664306 2.116467 0.748187 5.491973 0.4524470 3.1202328 3.906153
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 18.9162428 20.091164 5.859010 10.956267 2.7820202 9.882933 12.696076
#> [2,] 0.6283291 1.756291 1.444145 1.841502 1.7716886 3.262288 1.229356
#> [3,] 3.8677079 2.030203 1.399346 1.683931 0.8364428 3.356156 3.114958
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 21.096614 33.9117046 7.363285 16.930507 17.2640468 24.463986 7.5960136
#> [2,] 2.963882 0.6441227 1.155966 2.417462 2.0264506 2.457603 1.6057622
#> [3,] 3.593152 1.1152581 3.032413 1.112564 0.6739714 1.242693 0.8164262
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 43.686718 13.214123 21.803012 21.0719839 6.496777 7.486420 13.837216
#> [2,] 1.138047 2.236615 1.213481 2.3585225 3.924412 1.240302 2.912964
#> [3,] 1.059638 1.202992 1.243575 0.7153679 4.751926 3.310331 1.840179
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 26.5730072 6.6060213 8.538941 46.878890 14.3367772 76.838427 61.8380251
#> [2,] 0.5635272 1.4423671 1.708482 2.011794 1.8279846 31.072870 1.7113011
#> [3,] 2.4703195 0.9752879 2.087855 9.385792 0.8111786 1.209332 0.6641844
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 114.210765 17.0005130 3.592578 4.4581221 13.056415 15.221894 13.2522278
#> [2,] 3.774370 0.9227400 1.883752 0.7318489 2.891838 5.940868 0.6138497
#> [3,] 1.675585 0.7156828 4.873755 1.2188716 2.120966 3.940562 1.6008113
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196]
#> [1,] 6.4825842 16.3482674 11.555049 5.088456 3.1910397 4.4752525 13.2729609
#> [2,] 0.6237189 0.7673229 6.455641 2.194705 1.5436705 0.7459218 0.9421014
#> [3,] 0.8693352 1.8238884 3.373646 1.869823 0.8569447 2.6205508 1.7679457
#> [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 7.433933 6.1276246 20.6170886 6.0464140 7.146959 62.998919 14.998054
#> [2,] 17.445223 0.9404674 0.6351075 1.8799789 1.438270 1.017723 1.201603
#> [3,] 1.831868 1.5769524 1.4638475 0.8836868 2.148215 1.298869 3.995204
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 10.144218 10.945091 8.4001513 11.319747 112.909297 26.6462687 14.462881
#> [2,] 1.253422 2.656969 0.3837802 2.386528 1.340484 0.5890381 7.597056
#> [3,] 0.969371 2.716508 2.2045787 4.754573 1.210283 1.0422565 6.570549
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 5.1809156 4.8475706 13.5742584 14.326351 11.7328557 5.824646 5.482545
#> [2,] 0.8118198 0.6053514 1.6470881 7.450544 0.8249595 5.341669 1.295479
#> [3,] 1.0450830 1.4041503 0.6338327 4.897214 0.9978545 3.449143 17.378590
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 20.281641 10.076805 7.214354 9.208150 5.760230 7.6029224 25.480152
#> [2,] 9.801774 2.160238 1.570005 5.928386 1.444123 0.5948284 3.610420
#> [3,] 3.180716 7.404144 1.266288 2.864663 4.287805 0.2938901 1.415784
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 6.3258992 9.8662388 5.2999574 57.1561140 60.5954426 7.1845479 12.3601213
#> [2,] 21.4135959 1.3295822 0.8939902 0.8118275 0.5391554 0.5834263 0.6339291
#> [3,] 0.9190989 0.7414765 3.2634642 1.1107496 1.2272660 2.9273969 2.1420793
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 5.647292 3.814326 28.9499520 11.136355 7.4309189 15.000142 2.7647805
#> [2,] 1.188177 1.096862 1.1586719 4.546569 1.7507663 1.207801 4.2753073
#> [3,] 1.530262 5.801128 0.9258959 9.792853 0.8153337 1.871947 0.6550076
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 13.811770 5.4098362 7.0627161 9.359014 344.9374162 9.123728 32.0153603
#> [2,] 1.300365 8.9441239 1.1561927 3.049050 0.8425339 2.331879 1.3419665
#> [3,] 2.859756 0.6237629 0.4480039 2.550844 1.2245442 3.957234 0.4660767
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 3.229717 2.297609 6.6906657 8.1776522 20.695997 73.675914 11.9951534
#> [2,] 4.406636 1.172445 12.5436020 0.7944106 2.813298 1.131185 1.7221355
#> [3,] 1.078783 1.291444 0.6758152 0.8110971 1.989690 1.669905 0.7027162
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 27.124625 10.2160537 10.364018 36.7230621 8.8182324 6.4004352 6.4280119
#> [2,] 1.326015 0.4002968 5.569901 0.7532240 0.7535563 0.9698863 1.6068024
#> [3,] 2.710473 0.5293373 1.525346 0.7765805 0.9662668 6.0534106 0.9690816
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 21.985689 8.936834 21.527722 8.610004 12.5400054 19.7696591 10.6216812
#> [2,] 3.452341 1.193657 0.611827 2.288972 0.9572904 0.4603108 0.4142792
#> [3,] 1.947956 1.178131 1.167454 2.601959 0.8899597 6.1939655 1.8040904
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273]
#> [1,] 11.782710 48.611706 21.160962 41.980079 3.7003896 12.0418285 4.426128
#> [2,] 1.179086 1.395936 7.094584 3.256371 1.6230986 0.8792394 2.125260
#> [3,] 1.212679 1.195519 1.106182 1.048280 0.5304318 1.0906775 6.063798
#> [,274] [,275] [,276] [,277] [,278] [,279] [,280]
#> [1,] 17.564824 15.595380 8.019956 10.2632273 6.545071 26.0352932 3.957197
#> [2,] 1.916544 2.242150 2.178039 0.9414843 2.018361 1.4864788 2.927073
#> [3,] 3.605572 1.357712 1.142860 1.8347019 1.622902 0.8248066 2.041568
#> [,281] [,282] [,283] [,284] [,285] [,286] [,287]
#> [1,] 10.882389 5.3741283 3.505495 14.511599 32.0253506 13.685165 8.960934
#> [2,] 1.440330 0.8646267 1.502026 2.745800 1.4296079 1.351486 1.240892
#> [3,] 1.329444 1.0286354 2.897022 2.944804 0.9201458 1.809462 1.033494
#> [,288] [,289] [,290] [,291] [,292] [,293] [,294]
#> [1,] 11.148011 9.136071 4.772913 10.2413110 6.730502 6.4342184 5.9136889
#> [2,] 11.937923 1.264634 7.683676 0.8538555 0.943438 0.4470009 1.4290323
#> [3,] 3.730236 1.166485 1.236849 0.6181532 9.006493 1.0941828 0.9191034
#> [,295] [,296] [,297] [,298] [,299] [,300] [,301]
#> [1,] 18.989143 15.768539 55.712128 13.7224368 8.4095198 7.5785668 19.802086
#> [2,] 1.552015 1.494373 1.524977 1.6484132 0.9005340 0.9990896 2.625546
#> [3,] 0.699088 2.626696 1.909864 0.6863696 0.9694762 1.2132495 3.983001
#> [,302] [,303] [,304] [,305]
#> [1,] 5.5161060 11.783232 75.964451 16.1704084
#> [2,] 0.3438175 1.693874 1.439904 0.4460018
#> [3,] 3.3243617 1.051698 1.211136 1.9763813
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 4.5065726 3.318880 2.2285806 2.408457 0.8999779 3.2243885 0.9471019
#> [2,] 0.6549957 26.757467 0.8902668 3.232216 1.1314990 0.8353687 0.9019786
#> [3,] 0.8458091 1.489798 2.9029545 13.109602 1.7253935 0.8369300 1.9730493
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.477150 2.491014 2.8220635 1.0265747 1.9676898 1.972663 2.0609891
#> [2,] 2.554082 6.328097 0.8794693 1.1988977 2.6596882 14.656239 0.9145218
#> [3,] 1.148598 3.017453 2.7422880 0.6190202 0.9836026 14.764174 2.6678568
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 2.114222 122.013298 2.303106 2.3774595 3.471816 2.924492 3.6206150
#> [2,] 0.753591 1.805876 2.717609 0.9117846 2.814743 0.585148 0.4490254
#> [3,] 3.877518 2.171748 15.539712 2.7182492 2.444240 1.416504 6.0342798
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 4.846163 2.4085473 8.4416390 2.6846060 0.3613376 0.8116401 1.537232
#> [2,] 2.323534 0.9190894 0.7824052 0.5958891 0.7804857 2.2869702 3.764192
#> [3,] 2.209443 3.2802796 1.8571759 1.8977856 1.0662125 2.1341072 3.213621
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 4.986106 1.995162 5.6112116 2.4970973 3.695110 1.285074 6.616117 1.914472
#> [2,] 6.072072 1.132452 1.9226755 0.9880879 3.062749 4.048573 1.539188 1.134739
#> [3,] 16.277354 3.017277 0.4724521 2.2721696 1.367224 1.690422 3.129035 3.075366
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43] [,44]
#> [1,] 3.189436 1.788752 3.534771 2.521119 2.050438 3.007363 1.129734 2.799577
#> [2,] 1.128243 4.712615 2.220529 1.240059 1.430219 1.506854 1.326790 1.217256
#> [3,] 2.290812 14.635331 1.738854 3.651622 40.932585 2.235644 1.790598 1.148280
#> [,45] [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] 1.640774 0.8899341 1.391516 1.180836 2.9452994 0.8891412 1.265982
#> [2,] 1.447862 1.0300362 2.127028 1.925036 0.4278987 2.4804728 1.619167
#> [3,] 7.888214 6.9222117 1.782349 4.217654 0.8239332 0.5602242 1.964069
#> [,52] [,53] [,54] [,55] [,56] [,57] [,58]
#> [1,] 1.0865186 3.702330 0.9410764 3.520310 1.272699 2.7774773 2.820632
#> [2,] 5.5834496 2.684334 3.3784856 3.344068 2.324304 4.1878220 2.909773
#> [3,] 0.4842943 1.703345 2.1331490 2.902766 1.851337 0.8674242 1.958756
#> [,59] [,60] [,61] [,62] [,63] [,64] [,65]
#> [1,] 2.5680041 0.9776154 2.3558682 11.1484974 1.1232076 0.4547024 2.675226
#> [2,] 0.8575257 0.9740235 0.8305716 0.8156319 0.5174094 0.5318192 1.315239
#> [3,] 1.5665077 4.1314757 5.5347637 1.3338500 2.6575665 1.1659037 9.116820
#> [,66] [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 1.5896247 1.152477 1.135066 2.7565076 3.217777 5.675774 1.6548680
#> [2,] 0.4275342 2.554471 2.100831 3.0713877 2.296053 1.983627 4.3645412
#> [3,] 1.6820462 1.661471 1.306516 0.5962511 1.389980 2.499016 0.8046977
#> [,73] [,74] [,75] [,76] [,77] [,78] [,79]
#> [1,] 1.2675270 2.994605 0.6193100 4.942077 1.501042 22.678280 0.9472022
#> [2,] 0.7340625 1.294383 0.6617273 2.904829 2.122422 5.551134 0.7375614
#> [3,] 1.3696227 1.388377 0.8740044 1.987788 1.169518 2.555630 0.9624689
#> [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 1.239215 0.8784143 3.328291 2.2648020 7.0815311 4.019762 1.459831
#> [2,] 2.568093 1.4192401 4.874201 0.5867331 0.8354654 1.015153 1.553024
#> [3,] 1.506685 3.1998366 2.849150 0.4493339 1.6268193 2.223946 2.943935
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] 2.3395222 1.2143673 0.4228367 1.389580 1.354378 2.496578 1.0310535
#> [2,] 0.9905814 1.0506396 0.6281120 0.967252 2.005632 1.413238 1.3211394
#> [3,] 1.3417319 0.8104233 0.9339739 2.149588 3.470265 1.437014 0.7125801
#> [,94] [,95] [,96] [,97] [,98] [,99] [,100]
#> [1,] 0.9701381 5.714243 4.4653028 1.353105 1.864726 1.1610701 5.2329209
#> [2,] 0.8406430 1.900126 0.5497479 1.460398 1.741670 0.9897634 0.5730294
#> [3,] 1.1046811 1.122369 1.5986199 1.166386 2.141650 2.1928273 3.6321502
#> [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,] 1.426571 1.365161 1.5781875 4.951155 5.931953 2.428564 0.5567271 2.5081624
#> [2,] 1.966576 1.972456 0.7953368 1.098716 1.153631 2.507333 1.7773430 1.1541556
#> [3,] 1.242504 1.465287 1.6089155 3.451977 1.774507 1.614181 0.8387818 0.9717422
#> [,109] [,110] [,111] [,112] [,113] [,114] [,115]
#> [1,] 5.717465 0.7030543 0.7965196 3.638320 1.351039 1.3779372 0.941390
#> [2,] 3.162140 1.2904001 2.1467620 1.705505 2.950284 0.8543577 2.099227
#> [3,] 12.501237 2.1345616 2.2148614 3.565099 1.066651 0.7792898 1.473281
#> [,116] [,117] [,118] [,119] [,120] [,121] [,122]
#> [1,] 2.011089 1.0588104 12.2775452 3.1709763 2.3132097 0.5993412 0.9045302
#> [2,] 2.319067 1.2967213 0.9999507 1.7986537 0.5685040 0.6210112 1.1856805
#> [3,] 5.718454 0.6698723 1.1778825 0.9801262 0.7733466 1.0486297 0.9590242
#> [,123] [,124] [,125] [,126] [,127] [,128] [,129] [,130]
#> [1,] 3.696584 1.083622 3.720097 1.413748 0.5415548 2.4236567 3.093115 1.110912
#> [2,] 1.866213 1.296122 3.038997 1.401365 3.2239022 2.1917891 1.638803 2.317363
#> [3,] 2.136172 1.557033 5.730561 2.614231 2.0552175 0.6424078 0.906397 1.673137
#> [,131] [,132] [,133] [,134] [,135] [,136] [,137]
#> [1,] 5.565105 15.790063 1.386474 1.034529 1.700786 6.510674 0.9085185
#> [2,] 4.561617 8.587352 1.032849 1.230589 1.397417 5.796665 2.0613640
#> [3,] 3.758424 1.827161 2.050969 1.303705 2.804464 16.619419 1.3977608
#> [,138] [,139] [,140] [,141] [,142] [,143] [,144]
#> [1,] 2.5642460 1.204101 0.7996074 1.347590 2.2215284 0.9337638 1.529836
#> [2,] 0.8150351 2.141847 1.1325742 1.527910 0.7962812 5.4431522 2.034371
#> [3,] 2.7196034 1.919957 2.0255881 1.669266 0.9776750 2.5111900 3.332593
#> [,145] [,146] [,147] [,148] [,149] [,150] [,151]
#> [1,] 1.855401 1.035607 2.5843498 1.877521 74.9604489 4.2831562 6.9735761
#> [2,] 5.272136 4.034958 8.2882523 1.678099 2.0203106 0.4371580 3.2264299
#> [3,] 1.252929 4.217762 0.8749427 1.500860 0.9652378 0.7817234 0.8466155
#> [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,] 0.7354135 1.357224 2.1512822 2.5509706 0.7671739 2.795761 0.9500659
#> [2,] 2.4308866 8.561256 1.0721311 1.2878677 2.0056450 1.926024 1.4124795
#> [3,] 2.1873531 1.215077 0.7118835 0.5640548 6.2527325 2.270560 1.1661969
#> [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166]
#> [1,] 0.8062658 1.828005 1.642661 0.7278601 1.555264 2.380943 3.163593 25.679068
#> [2,] 0.9556399 1.900019 2.348542 0.6130864 2.855152 1.626712 1.808056 1.877063
#> [3,] 1.9588135 3.034371 1.008015 1.3800258 1.176884 1.321606 1.364877 1.581029
#> [,167] [,168] [,169] [,170] [,171] [,172] [,173]
#> [1,] 1.7372410 1.552918 0.7664575 1.5068316 0.7824758 1.2853148 4.106145
#> [2,] 1.5317310 4.326334 9.5467963 2.7745136 1.1954084 0.6554134 1.631943
#> [3,] 0.9290845 1.019091 0.9639595 0.8233237 1.1532044 1.9240864 1.617074
#> [,174] [,175] [,176] [,177] [,178] [,179] [,180]
#> [1,] 3.100602 2.2281332 6.4279900 5.5992001 4.0926466 3.199563 1.361924
#> [2,] 3.435540 3.8784788 1.1031788 0.8593582 0.7856636 2.246213 2.619288
#> [3,] 1.529721 0.5660963 0.9081711 1.5983329 1.0956800 2.231378 1.307231
#> [,181] [,182] [,183] [,184] [,185] [,186] [,187]
#> [1,] 1.334501 1.954274 5.5118035 14.6545465 5.5113375 5.345059 1.0798882
#> [2,] 1.362253 1.521122 0.9035768 0.7385259 2.3928284 2.093254 0.7207045
#> [3,] 1.453011 2.468261 2.2415726 1.2825498 0.6741063 2.469787 4.0445877
#> [,188] [,189] [,190] [,191] [,192] [,193] [,194]
#> [1,] 19.7435018 10.102714 4.4985801 30.192402 6.806031 3.6380247 4.058997
#> [2,] 0.9060149 4.893858 0.6897016 2.199459 3.526755 2.4269646 3.224645
#> [3,] 1.8199074 3.423453 3.1131229 1.894850 5.229894 0.8793447 1.199708
#> [,195] [,196] [,197] [,198] [,199] [,200] [,201] [,202]
#> [1,] 5.050951 3.320050 19.058689 24.405198 6.426387 1.250735 5.843180 5.793745
#> [2,] 1.076457 6.183835 4.535604 1.583689 3.661820 3.682221 4.404798 3.871950
#> [3,] 6.659218 1.712993 1.968588 3.485375 1.868960 2.353008 2.635512 1.211938
#> [,203] [,204] [,205] [,206] [,207] [,208] [,209]
#> [1,] 6.640727 4.576838 2.166846 11.468112 3.718788 2.6281810 14.3751825
#> [2,] 9.534601 2.637395 6.188236 2.133669 1.015940 0.9510964 0.6881579
#> [3,] 1.224187 1.351729 5.582941 6.451404 14.164025 2.0960511 1.7939139
#> [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 5.482510 2.778136 9.068933 8.809450 6.896767 7.017298 7.071041 8.493188
#> [2,] 1.708698 24.730939 1.413346 2.317522 1.976198 2.607151 3.081202 1.158365
#> [3,] 5.041990 8.149249 3.797124 8.190557 2.401109 1.010109 3.225899 1.484582
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 12.7922282 3.775385 61.1741149 6.301393 5.3372087 3.288684 4.078410
#> [2,] 2.2332932 1.006812 0.9696765 4.419290 1.1973534 2.545576 1.750561
#> [3,] 0.6132775 2.487658 1.1700400 1.054496 0.8149649 11.972064 1.990151
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 9.389083 1.776363 72.529859 22.7676012 9.8032155 12.038669 2.893181
#> [2,] 2.687348 1.108217 4.306100 2.3654629 2.9804463 1.265034 1.325068
#> [3,] 2.293428 4.278669 1.604656 0.6643546 0.6955411 7.162135 2.837786
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,] 9.439798 6.100848 10.623331 1.8797262 2.4058203 8.315047 3.8133286
#> [2,] 1.627792 2.029839 2.081857 0.7536429 0.8684985 2.828761 4.0820063
#> [3,] 2.520021 5.019793 2.024116 1.6276382 1.0978799 2.553891 0.5501488
#> [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 14.584996 5.737850 11.1640955 6.537409 3.602805 3.6248188 8.082995
#> [2,] 2.138194 15.276584 1.9007624 3.338684 1.435330 1.4994693 3.191248
#> [3,] 1.637211 4.694041 0.8300071 1.077093 1.442726 0.8249657 8.057350
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 12.8542519 11.2427531 3.668937 26.939584 2.8804201 8.290429 1.490898
#> [2,] 0.4438034 0.5865995 3.513372 1.228559 0.8069289 7.136093 2.054092
#> [3,] 20.6590783 3.0751141 1.950752 1.876567 1.2367196 6.457452 1.635019
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259] [,260]
#> [1,] 1.5308868 8.4242855 1.716269 3.908009 4.467512 10.348909 3.292554 3.456156
#> [2,] 1.9727896 0.9267845 0.854004 2.269091 1.608042 1.258705 8.799245 1.196388
#> [3,] 0.9924959 1.1738572 2.704087 1.958374 9.811211 3.527630 2.742479 1.564406
#> [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 13.199394 3.719760 4.081513 2.866418 2.1029059 13.733475 8.162194
#> [2,] 2.784868 3.497689 1.064165 3.794177 0.8773296 1.840710 4.391917
#> [3,] 1.650349 1.655026 1.678626 1.207095 0.6581952 1.231125 0.707094
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 10.563456 1.8871641 41.475432 20.098722 4.212691 17.189604 2.4887219
#> [2,] 2.270012 1.0573935 2.025022 3.478034 1.524596 11.191645 2.3731892
#> [3,] 2.572269 0.5419002 5.621448 6.631798 3.391721 4.138966 0.6484065
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 4.0546877 139.509412 3.965206 4.1323459 8.978709 17.4871467 9.024686
#> [2,] 0.5728553 3.618094 4.942324 0.6376688 1.624003 2.2000478 1.925999
#> [3,] 0.7591455 5.189549 1.853082 0.4631424 2.327521 0.6405686 2.061151
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,] 76.153970 2.369412 8.0249843 7.199071 4.6370934 8.314521 3.901559
#> [2,] 4.534536 4.200710 1.9829478 5.230176 4.5501534 2.880604 1.078035
#> [3,] 27.280938 1.610485 0.6890799 1.147378 0.7875662 2.236471 3.750761
#> [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296]
#> [1,] 15.456403 8.431230 3.398317 11.493354 3.0469993 2.333030 4.198040 6.068090
#> [2,] 1.551506 1.286427 2.148280 4.554361 1.4586568 3.262954 1.910248 1.183448
#> [3,] 1.722304 1.568078 2.097200 13.559059 0.5764462 1.709750 1.032588 1.974287
#> [,297] [,298] [,299] [,300] [,301] [,302] [,303]
#> [1,] 11.594463 5.352506 6.0524280 8.735678 17.037197 18.5713345 14.7896451
#> [2,] 4.514333 1.354945 5.0242992 1.328845 1.996515 2.5381908 1.6080984
#> [3,] 1.267959 5.213576 0.8027996 2.824032 1.829711 0.9386901 0.5568228
#> [,304] [,305]
#> [1,] 18.2563169 39.661785
#> [2,] 4.4308868 1.870989
#> [3,] 0.6346205 0.898556
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 3.4029691 0.6861645 1.444499 0.9653310 1.330285 1.099471 1.094071 1.535238
#> [2,] 0.7142224 4.3296831 0.719709 0.9178805 1.969085 3.594803 2.476290 2.002408
#> [3,] 3.9550642 2.3417795 0.423556 2.8964586 1.698580 3.669461 1.074910 1.765168
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 0.8076083 5.564709 3.998187 1.506748 0.7163364 1.556668 7.005685
#> [2,] 2.9719515 6.592368 1.677646 3.780003 0.7044690 1.010678 1.286134
#> [3,] 3.2104575 1.600511 7.004510 5.777632 28.0557133 7.888464 1.549262
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 5.9068600 3.893754 5.119944 6.6327190 3.4107123 2.162758 2.7405164
#> [2,] 2.6593265 4.607358 4.518603 1.0531095 7.3638408 1.393353 0.8674719
#> [3,] 0.5811013 5.335074 1.083310 0.8227904 0.5495967 10.479786 2.4300949
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 2.058293 6.376032 2.8573405 8.677744 6.6565755 1.4418691 1.1562581
#> [2,] 1.323760 2.009151 0.7080952 1.053270 0.8611217 1.6687931 0.8665883
#> [3,] 1.148155 1.687276 1.4327281 2.621735 1.1049145 0.8984026 0.5572918
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 2.099331 0.7618234 1.157488 1.5352551 1.3004111 0.5669678 3.0629790
#> [2,] 1.313129 1.9805177 2.775809 1.4521336 0.9560722 2.1773731 2.5768905
#> [3,] 1.885469 1.9381920 3.807950 0.6535195 1.2704751 1.9541945 0.7797747
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 4.051163 1.4240095 0.8213112 7.0580396 2.2706670 6.727904 3.071082
#> [2,] 5.290528 0.8634863 1.5210725 0.6865286 0.6001741 2.222738 1.080476
#> [3,] 2.581964 0.9659965 0.7591058 263.5120878 2.2845395 2.709395 2.156735
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] 3.827890 1.447485 2.0128454 1.006922 2.7991733 3.402486 2.587513 2.591217
#> [2,] 3.685258 2.708680 3.2229167 2.610045 0.7551475 4.096730 5.679677 3.330691
#> [3,] 2.795301 1.881279 0.7037931 0.901553 5.1731809 1.753168 1.499662 1.731459
#> [,52] [,53] [,54] [,55] [,56] [,57] [,58]
#> [1,] 4.3458820 4.3520953 4.172169 2.1377548 1.6724944 1.3128819 1.6155512
#> [2,] 2.6477708 0.9204167 1.264275 0.9811091 0.5469581 1.7084435 0.9696823
#> [3,] 0.5823922 3.7049301 1.773392 9.6678492 5.0997290 0.7945682 1.0091509
#> [,59] [,60] [,61] [,62] [,63] [,64] [,65]
#> [1,] 1.7105853 2.6482943 2.7356394 1.149383 3.3935232 1.4771800 11.967875
#> [2,] 0.7857195 0.7659298 0.4254181 1.490972 1.7549171 1.5764550 0.994953
#> [3,] 0.7910877 0.9320896 1.7383939 3.656185 0.8345836 0.6694907 1.433747
#> [,66] [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 0.8922006 4.031820 1.078615 1.8069600 0.8678416 1.567416 6.5447015
#> [2,] 0.9430672 1.445509 1.267227 0.9938799 12.3628604 1.292934 4.0142590
#> [3,] 4.3337786 4.106696 1.458542 1.6473629 2.9118888 1.854811 0.9330698
#> [,73] [,74] [,75] [,76] [,77] [,78] [,79]
#> [1,] 7.1927126 6.3639250 2.3909394 1.856888 1.279277 0.9229463 1.8979588
#> [2,] 0.6311154 1.5158252 3.2699543 2.128130 4.852960 0.8465591 1.1411840
#> [3,] 0.9393870 0.8382006 0.9897128 2.621967 1.503617 1.2743457 0.7003252
#> [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 1.353601 0.8626540 7.854266 1.108290 8.1396556 1.153361 0.5823213
#> [2,] 1.648852 0.9447468 6.022726 2.705026 1.2114072 2.702431 3.5752429
#> [3,] 1.794946 1.3564792 12.415945 4.524085 0.5881506 2.390029 1.2491878
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] 3.8422549 0.6664579 1.1477027 1.748965 0.5815529 1.692044 0.9707832
#> [2,] 0.9626674 0.9634622 0.7442519 2.130162 1.2176374 3.418811 2.2107479
#> [3,] 1.2772685 1.5750473 4.4212754 1.410788 3.0755187 1.023228 0.9193905
#> [,94] [,95] [,96] [,97] [,98] [,99] [,100]
#> [1,] 5.146339 2.489376 2.157145 14.792315 0.7672471 1.2787744 2.642097
#> [2,] 4.142709 12.229611 1.650555 2.070290 3.6723988 3.7319120 3.486653
#> [3,] 1.712006 3.631248 3.477762 0.995961 3.7073093 0.8114182 1.126740
#> [,101] [,102] [,103] [,104] [,105] [,106] [,107]
#> [1,] 3.8699673 3.7209911 0.9307442 2.426958 1.175766 4.4787362 2.133409
#> [2,] 1.1615138 0.4995124 1.1094048 2.329233 1.634726 1.4831641 3.722016
#> [3,] 0.6607273 2.4443592 2.4903005 3.003514 9.891104 0.6038362 2.220710
#> [,108] [,109] [,110] [,111] [,112] [,113] [,114]
#> [1,] 1.4472565 3.188697 1.719986 2.773599 0.9121671 3.965678 0.7992527
#> [2,] 0.6811906 5.516315 1.453630 2.814247 0.7029351 3.580824 1.8695398
#> [3,] 0.6835600 11.030388 2.210471 3.890114 1.4224612 1.002660 1.7146935
#> [,115] [,116] [,117] [,118] [,119] [,120] [,121]
#> [1,] 2.337299 0.5812368 1.717935 1.372530 1.6883384 0.6882013 3.335999
#> [2,] 13.121030 1.1585481 5.563957 8.359379 2.8096008 0.3809832 2.254454
#> [3,] 0.790705 0.4365602 1.769511 3.860494 0.6362276 1.4654840 2.200515
#> [,122] [,123] [,124] [,125] [,126] [,127] [,128] [,129]
#> [1,] 1.775074 1.024070 2.291575 2.9064090 1.322653 2.989177 1.361014 1.7081518
#> [2,] 2.001721 2.098591 1.085421 3.6599305 2.842607 4.716695 2.244892 0.7197399
#> [3,] 1.378950 2.632607 3.510364 0.3893473 1.831690 2.729290 6.793416 4.4634463
#> [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137]
#> [1,] 2.448483 3.220169 3.2368570 1.9309665 1.7774960 2.611090 1.492642 4.707633
#> [2,] 5.179520 2.110169 0.6325861 1.3728807 1.5440815 4.815735 1.022401 3.077825
#> [3,] 2.842430 5.421422 1.0438451 0.5425503 0.7735425 1.197255 1.984801 2.917238
#> [,138] [,139] [,140] [,141] [,142] [,143] [,144]
#> [1,] 3.663532 6.234157 2.5257754 2.029497 1.186799 1.7860785 0.3178318
#> [2,] 3.690870 4.958985 0.6886065 0.517858 13.151179 1.3238757 2.6638226
#> [3,] 1.181402 1.784920 1.0941428 2.862970 2.083339 0.9551765 0.7341157
#> [,145] [,146] [,147] [,148] [,149] [,150] [,151]
#> [1,] 1.990897 4.063403 2.8763371 2.5654016 8.175234 1.1007982 1.328433
#> [2,] 2.153909 2.125939 0.6486405 0.7324788 5.298454 0.9373500 1.856610
#> [3,] 1.210969 3.128773 1.1605607 0.5523750 17.865175 0.5497387 1.637039
#> [,152] [,153] [,154] [,155] [,156] [,157] [,158] [,159]
#> [1,] 1.521229 2.562541 20.9192709 4.109498 1.473401 6.723084 5.563796 1.5972087
#> [2,] 1.367540 3.922521 3.6461216 1.189899 1.813482 1.645916 2.626774 0.8960658
#> [3,] 2.359360 2.112307 0.7033935 1.963303 1.679473 1.345321 2.696860 1.2869574
#> [,160] [,161] [,162] [,163] [,164] [,165] [,166]
#> [1,] 1.0469130 1.101943 2.0105946 0.6796922 1.625019 1.7738730 1.568632
#> [2,] 2.2596953 5.358910 5.3188587 4.4197424 1.745635 0.7854737 1.936338
#> [3,] 0.8801738 1.622636 0.6535346 5.6609308 1.201915 1.5410987 1.055921
#> [,167] [,168] [,169] [,170] [,171] [,172] [,173] [,174]
#> [1,] 8.825188 2.192359 3.341086 2.310713 1.7647538 0.9505404 0.9264521 1.781169
#> [2,] 2.744696 2.009625 3.128134 3.965631 3.4253548 2.5727900 1.8174648 2.218168
#> [3,] 1.039900 3.721228 1.149494 3.042504 0.8909355 0.6588136 1.1242626 6.660695
#> [,175] [,176] [,177] [,178] [,179] [,180] [,181]
#> [1,] 1.7182120 1.7939302 1.2251153 1.823317 1.467804 1.6849262 1.967428
#> [2,] 1.3392317 1.0067031 4.6759332 1.145664 1.148981 0.6193176 3.654165
#> [3,] 0.7412002 0.8538188 0.8554127 7.347299 1.434160 2.4658377 2.294399
#> [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,] 1.6144392 2.507251 1.3992417 4.089152 7.5360421 11.3811832 6.5436993
#> [2,] 2.9656171 17.269169 1.2444255 1.017581 1.0282590 0.6064143 4.5657197
#> [3,] 0.8992663 3.768626 0.3754472 1.105766 0.5892458 1.5161878 0.9014788
#> [,189] [,190] [,191] [,192] [,193] [,194] [,195]
#> [1,] 1.286213 14.411036 0.7101926 4.5001875 92.539741 8.8101022 8.764457
#> [2,] 4.007778 1.438880 1.0248352 1.1201643 1.159862 0.7491331 3.557024
#> [3,] 3.577378 1.861932 1.3583706 0.9340953 1.695278 1.1233251 1.130595
#> [,196] [,197] [,198] [,199] [,200] [,201] [,202] [,203]
#> [1,] 3.7815587 3.359563 8.447451 16.68103 1.159133 4.685532 4.476871 3.923460
#> [2,] 0.8321333 1.647068 2.755498 25.81906 3.784704 1.817568 1.987773 4.131921
#> [3,] 10.5347643 1.873573 1.035361 2.20870 6.061675 8.379878 2.073006 0.444151
#> [,204] [,205] [,206] [,207] [,208] [,209] [,210]
#> [1,] 5.150702 4.0165032 28.253801 2.816563 29.236255 10.530813 4.6687767
#> [2,] 6.011913 0.7619866 3.546466 3.036470 9.021896 2.795643 3.0124784
#> [3,] 3.568056 0.4513432 2.541307 1.850445 8.344774 1.709481 0.9675986
#> [,211] [,212] [,213] [,214] [,215] [,216] [,217]
#> [1,] 4.229340 4.883688 8.6313371 26.58628 21.8355548 4.131218 21.306680
#> [2,] 1.794332 1.301252 0.7431334 4.45128 0.8160036 3.205963 8.425481
#> [3,] 1.786011 1.212907 2.3470693 28.56678 1.3184026 7.060092 2.257916
#> [,218] [,219] [,220] [,221] [,222] [,223] [,224]
#> [1,] 11.4666421 35.597972 5.3060551 86.7016412 6.867543 21.4498299 6.980867
#> [2,] 3.6734208 3.458091 0.9594901 1.2221325 1.992403 1.3936097 1.929639
#> [3,] 0.8112535 1.702724 3.9689346 0.5397704 9.312720 0.7827696 1.036247
#> [,225] [,226] [,227] [,228] [,229] [,230] [,231]
#> [1,] 1.3904091 2.6986852 0.906754 2.8291446 3.0969945 24.013043 3.853065
#> [2,] 3.1952234 1.0494892 2.755055 1.3729406 2.3873074 3.590204 5.930261
#> [3,] 0.4003792 0.8691156 3.282140 0.9036253 0.8474112 1.620622 6.826387
#> [,232] [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 0.733869 2.075635 3.9793358 2.012001 2.187080 4.715816 2.7890548 9.4359256
#> [2,] 1.958926 2.638730 5.1297480 2.884364 6.865764 8.804177 0.9698640 2.0054074
#> [3,] 1.080772 1.045845 0.9936099 1.855193 1.802129 1.942028 0.6150715 0.6240419
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247]
#> [1,] 5.074014 1.351151 1.817002 6.686219 6.235994 2.487471 1.784732 3.5520826
#> [2,] 1.238807 10.655760 1.119925 2.628842 2.669051 6.056623 1.327404 1.5882549
#> [3,] 3.245964 4.164725 3.917237 2.570523 3.546702 1.037359 1.935241 0.8963394
#> [,248] [,249] [,250] [,251] [,252] [,253] [,254] [,255]
#> [1,] 1.997962 0.8288175 1.786085 4.438240 1.155377 2.152552 2.087554 1.144479
#> [2,] 1.289372 0.7033113 2.140400 1.495704 2.164638 2.498931 1.687352 1.861638
#> [3,] 1.572660 0.9690114 2.056547 1.306803 1.770711 6.693523 2.471341 2.035569
#> [,256] [,257] [,258] [,259] [,260] [,261] [,262]
#> [1,] 1.0510699 4.548894 1.338661 1.853603 3.975114 7.1026878 13.256097
#> [2,] 238.3004838 1.440198 1.523850 3.611902 1.772262 2.1789140 1.084978
#> [3,] 0.9509419 4.096320 3.649253 1.178423 4.349246 0.9564322 1.710524
#> [,263] [,264] [,265] [,266] [,267] [,268] [,269]
#> [1,] 11.109899 3.1915383 3.439170 5.840594 3.036799 1.714731 19.506668
#> [2,] 1.221379 0.7420225 7.876807 1.800410 2.784914 3.361611 1.879584
#> [3,] 1.307388 2.3554397 1.408354 6.813186 1.134806 1.129217 1.260054
#> [,270] [,271] [,272] [,273] [,274] [,275] [,276]
#> [1,] 1.3611029 1.969892 1.077847 2.896202 10.869912 4.4744927 3.8538202
#> [2,] 0.7627673 3.039750 3.390091 2.844988 1.871286 0.6796606 1.5432086
#> [3,] 2.3050630 1.249621 5.250915 1.339873 3.688455 2.2293246 0.7775821
#> [,277] [,278] [,279] [,280] [,281] [,282] [,283]
#> [1,] 3.4898102 5.7947493 1.989397 3.861455 3.3393328 2.317449 2.961847
#> [2,] 4.7616815 19.4260351 1.185492 1.896459 1.4443108 1.314174 1.513648
#> [3,] 0.2784385 0.8103302 4.876872 1.025484 0.4361481 1.263974 0.563267
#> [,284] [,285] [,286] [,287] [,288] [,289] [,290]
#> [1,] 13.5180674 12.420408 7.274995 5.411230 2.654488 4.3488989 5.284656
#> [2,] 2.6667542 2.871440 3.389766 3.609265 15.103340 7.0031932 2.101070
#> [3,] 0.8432393 1.944129 1.337720 1.309584 1.288561 0.7740617 4.871552
#> [,291] [,292] [,293] [,294] [,295] [,296] [,297]
#> [1,] 7.508694 2.001778 5.091936 2.812342 0.9346331 5.392549 30.384044
#> [2,] 1.406451 2.711996 1.477495 1.310030 1.6729025 2.412912 3.821362
#> [3,] 2.622688 16.367901 1.473896 48.534440 1.0600033 5.236954 1.223993
#> [,298] [,299] [,300] [,301] [,302] [,303] [,304]
#> [1,] 15.041461 3.148570 7.778052 13.253898 1.1359805 10.591168 1.583024
#> [2,] 1.999124 1.511710 1.665408 2.368164 2.5792481 1.902975 1.707362
#> [3,] 1.170312 1.505072 1.266141 3.053186 0.9245765 15.688404 8.288705
#> [,305]
#> [1,] 6.5420904
#> [2,] 0.6474686
#> [3,] 1.1678696
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 34.850661 3.410794 0.9040774 0.973805 0.5405171 7.604729 1.200319
#> [2,] 4.394871 3.198563 2.1053333 2.987543 1.0401522 1.834511 1.174056
#> [3,] 10.561547 2.229645 4.7928232 3.154461 4.6396300 1.205673 1.656104
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.3704196 1.878895 1.274788 3.645791 5.947394 1.258728 24.6979438
#> [2,] 0.5203204 3.076869 4.254842 3.180617 3.109332 1.982144 0.9554546
#> [3,] 2.4784252 2.056631 2.790440 1.114692 15.928741 13.126280 7.6232470
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 6.6784800 6.026288 23.840218 1.9034298 5.367579 11.047715 2.5366785
#> [2,] 0.7965935 5.027413 1.933229 1.0234528 4.117642 0.734995 0.5991578
#> [3,] 1.0137647 8.100126 1.041024 0.8845369 9.356985 1.050936 11.2477125
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 2.349329 1.394298 4.036118 2.647409 17.4382946 6.693669 3.131141 2.781247
#> [2,] 1.927307 5.644137 4.423996 1.889683 2.7570155 3.450376 1.616427 4.284845
#> [3,] 2.376156 4.200912 3.175637 4.541011 0.6607921 2.112438 1.047769 1.556516
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 1.0587823 5.536715 1.313864 21.541534 3.6330835 4.680639 1.963892
#> [2,] 0.7845048 1.435804 6.088499 5.820188 1.5507426 4.111491 1.331012
#> [3,] 3.7584719 2.637634 1.117070 1.633721 0.9818424 5.424624 4.629527
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 2.3885689 5.5573513 12.2285511 1.617001 2.840750 1.2135371 3.6745176
#> [2,] 2.0662024 0.4688423 0.5642208 1.063473 2.158775 1.5029362 2.3995920
#> [3,] 0.6098207 1.0047958 0.6568956 2.852257 7.813556 0.9469634 0.8276262
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 0.8466647 1.798915 5.8483347 5.883945 3.369022 1.2948701 2.222134
#> [2,] 2.2199734 1.885002 1.5737251 0.963033 1.761628 1.4828739 1.892775
#> [3,] 1.9804940 2.032331 0.6689149 16.810135 4.156246 0.9989919 1.387691
#> [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58]
#> [1,] 1.298027 0.9535530 0.717167 3.531418 2.165870 1.160086 0.8285662 0.7807832
#> [2,] 1.712883 0.8208784 1.283917 5.759975 1.663265 4.700645 1.4363183 1.8863660
#> [3,] 1.855291 1.9194140 1.233150 4.872895 3.259703 4.914242 1.5913457 2.0128489
#> [,59] [,60] [,61] [,62] [,63] [,64] [,65]
#> [1,] 0.9636657 0.7888422 22.972939 2.51335 1.3991067 2.0761690 3.807054
#> [2,] 7.2979207 1.1109946 13.164725 38.84675 2.5330215 1.9101113 1.148814
#> [3,] 3.0946263 3.3259912 1.952787 19.60187 0.7975549 0.3583728 5.282529
#> [,66] [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 2.026500 0.8546167 2.037924 2.263826 9.4029377 11.159075 4.3530785
#> [2,] 1.456598 1.1837667 1.185445 2.285437 0.9621967 1.785662 0.6190424
#> [3,] 13.275548 1.9321933 2.198748 9.825189 16.6285971 4.429077 1.8322086
#> [,73] [,74] [,75] [,76] [,77] [,78] [,79]
#> [1,] 2.576315 1.5595294 2.215234 5.786191 13.929670 3.081719 2.838535
#> [2,] 3.299461 2.2244051 16.873810 10.765200 3.739566 1.507444 3.331347
#> [3,] 7.985170 0.5366639 1.766741 2.355042 1.965592 1.249430 1.868785
#> [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 1.659462 2.7260092 1.9571928 5.4633675 3.304494 6.351881 5.363191
#> [2,] 2.400061 1.3237326 0.8442991 0.9562492 3.275227 4.850416 1.814066
#> [3,] 2.335053 0.7437785 2.9520047 1.9145980 3.157134 1.293215 1.086885
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] 0.6793248 3.334115 0.7768076 1.073626 2.490394 5.3373546 0.3999608
#> [2,] 1.3242025 3.913975 11.6783997 1.165617 2.294017 0.7661525 1.6922532
#> [3,] 5.2361492 1.014899 3.8955499 1.922082 1.212841 0.4108038 3.1345175
#> [,94] [,95] [,96] [,97] [,98] [,99] [,100]
#> [1,] 0.8876876 1.591768 1.0600501 1.005259 0.6314672 1.853263 0.7950847
#> [2,] 1.8093232 1.707369 0.8141906 23.898377 0.8580281 2.711709 1.9633676
#> [3,] 2.5133252 4.293794 2.2077351 1.598540 5.6355865 5.885257 1.0817457
#> [,101] [,102] [,103] [,104] [,105] [,106] [,107]
#> [1,] 0.8507446 1.138605 5.662481 2.679643 1.6207176 0.8899048 3.236740
#> [2,] 0.8799172 2.398044 2.720696 1.339467 0.8559512 1.5149834 1.122735
#> [3,] 4.5363872 1.210699 1.528056 4.060283 9.1663932 0.8063615 1.828623
#> [,108] [,109] [,110] [,111] [,112] [,113] [,114]
#> [1,] 2.175754 4.410792 5.5926743 1.9638136 1.4796451 3.992478 3.3327894
#> [2,] 1.360076 4.516175 0.8106692 4.8639608 0.9923051 1.685595 27.5035540
#> [3,] 13.305496 4.084123 0.8735585 0.3585428 3.0974948 1.086910 0.8919033
#> [,115] [,116] [,117] [,118] [,119] [,120] [,121]
#> [1,] 0.8025516 2.831362 1.676715 0.5502209 2.5033380 2.0320830 2.735479
#> [2,] 4.2531072 1.228904 9.905897 2.3598828 2.2389841 1.9721486 1.843105
#> [3,] 1.6796656 1.460396 1.840113 2.0770875 0.6480076 0.6594604 5.268060
#> [,122] [,123] [,124] [,125] [,126] [,127] [,128] [,129]
#> [1,] 0.8791445 2.984073 3.593748 1.395399 0.8826601 0.7873058 2.117726 1.793141
#> [2,] 1.9233347 0.945384 3.033028 4.158248 1.4131326 5.7137631 2.948648 1.128489
#> [3,] 2.6397846 1.187308 1.045328 1.767871 1.9757607 0.7766439 1.254898 1.346983
#> [,130] [,131] [,132] [,133] [,134] [,135] [,136]
#> [1,] 1.357345 0.8628471 1.5450268 3.0085063 0.8563727 1.464136 1.149279
#> [2,] 3.555484 0.6024477 1.5575065 3.7392067 1.3098806 1.986353 3.357186
#> [3,] 1.432889 5.4095957 0.7538359 0.4551792 1.7277412 2.404701 7.141195
#> [,137] [,138] [,139] [,140] [,141] [,142] [,143]
#> [1,] 1.547543 4.970160 0.9569139 2.1617358 0.9730328 4.003951 2.0250048
#> [2,] 1.211707 2.688543 1.1464242 0.8465675 13.2177954 3.367864 2.6002313
#> [3,] 2.334709 5.880508 1.7577235 0.9710503 1.0933426 2.815702 0.6928195
#> [,144] [,145] [,146] [,147] [,148] [,149] [,150]
#> [1,] 26.134550 0.5303061 0.6389494 1.0042253 1.1821398 3.445175 5.7677678
#> [2,] 6.120650 2.0018297 1.1764916 0.8505343 0.9726278 1.618581 0.5735016
#> [3,] 5.471135 1.2782629 6.9364602 10.0418138 4.2843005 4.544609 0.9185168
#> [,151] [,152] [,153] [,154] [,155] [,156] [,157]
#> [1,] 1.279243 1.908493 0.9768512 4.2095422 3.5113092 3.812599 6.679517
#> [2,] 1.701374 2.170668 1.3544133 0.6876929 1.8351354 2.083456 3.206200
#> [3,] 1.965903 2.375916 1.2017760 2.2653552 0.5890862 1.787399 1.404926
#> [,158] [,159] [,160] [,161] [,162] [,163] [,164]
#> [1,] 0.9482805 0.8313868 3.854082 6.6158589 3.675569 0.4454413 1.438398
#> [2,] 2.0664711 1.2835997 14.041771 1.6059825 3.102135 3.9893712 1.735056
#> [3,] 8.6143346 2.7206388 6.020053 0.9942139 23.694218 2.4786345 1.121539
#> [,165] [,166] [,167] [,168] [,169] [,170] [,171] [,172]
#> [1,] 0.582425 2.564632 6.089779 2.7516262 6.5615256 3.419689 2.6722818 2.072918
#> [2,] 2.227128 1.093598 1.177192 0.9371646 4.9205520 1.138054 0.9999927 3.109522
#> [3,] 1.935477 3.163215 1.115298 0.9656074 0.7003925 2.068883 2.8384473 0.660245
#> [,173] [,174] [,175] [,176] [,177] [,178] [,179]
#> [1,] 0.6630852 3.929960 0.7963737 0.9893025 2.849525 6.829337 2.2996860
#> [2,] 3.7830885 1.916240 0.7481823 1.1890578 1.352457 1.522265 2.5094386
#> [3,] 0.9966370 3.267603 8.9291687 5.0990096 1.717120 1.353297 0.9668937
#> [,180] [,181] [,182] [,183] [,184] [,185] [,186]
#> [1,] 3.385252 2.470963 0.7760758 4.6766841 2.621578 1.381778 0.641249
#> [2,] 5.775496 1.886810 3.3918518 1.1891509 14.741706 1.264824 4.584307
#> [3,] 1.573408 1.713828 13.2298263 0.8893802 11.357071 2.214986 3.441370
#> [,187] [,188] [,189] [,190] [,191] [,192] [,193] [,194]
#> [1,] 13.539882 2.076401 5.659739 16.179136 2.822666 4.8491270 6.814573 1.815139
#> [2,] 1.328401 2.919897 1.004510 2.449978 1.691562 0.7242465 1.411935 0.812199
#> [3,] 1.763417 4.434076 4.500077 2.210900 3.354042 1.9145972 1.670168 2.859509
#> [,195] [,196] [,197] [,198] [,199] [,200] [,201]
#> [1,] 1.492293 1.266247 2.1611873 22.8348767 2.2879483 2.3452611 15.954745
#> [2,] 2.520814 1.290136 0.9754987 0.6327763 2.1711433 1.3261139 3.096329
#> [3,] 1.107554 4.547382 8.9304788 0.4875350 0.8886294 0.6235804 2.422084
#> [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,] 3.567188 6.7936706 12.213054 3.3768292 24.393740 4.635711 6.958935
#> [2,] 2.675066 0.7394817 1.067900 0.6489731 1.803981 3.683068 1.396817
#> [3,] 4.229093 0.6282088 3.514644 1.7406859 29.456154 1.104083 15.780255
#> [,209] [,210] [,211] [,212] [,213] [,214] [,215]
#> [1,] 9.8981476 2.8496170 17.2818143 5.140610 12.177580 9.568444 1.813986
#> [2,] 0.9326594 0.5270634 2.5948868 5.593027 2.282243 3.020656 1.725133
#> [3,] 1.1657392 2.7604128 0.8535029 9.339880 3.568195 2.507536 1.997831
#> [,216] [,217] [,218] [,219] [,220] [,221] [,222] [,223]
#> [1,] 13.495161 1.541184 2.874842 2.080792 4.7371540 3.366715 2.383259 1.179649
#> [2,] 3.604967 3.626843 3.599442 1.140312 0.8394506 3.650959 3.200794 2.971125
#> [3,] 8.427260 6.343742 0.515166 2.410107 1.8550346 6.001650 6.591495 2.287825
#> [,224] [,225] [,226] [,227] [,228] [,229] [,230]
#> [1,] 0.9434664 1.0651300 2.2781458 5.8184276 2.5911133 2.420680 4.3909050
#> [2,] 1.4527061 0.6537336 1.3679217 1.5995672 1.4581096 1.592975 0.2763965
#> [3,] 1.4235380 0.9699808 0.7866952 0.5615013 0.6542891 2.571329 0.9298617
#> [,231] [,232] [,233] [,234] [,235] [,236] [,237]
#> [1,] 5.461458 2.818263 4.087789 22.362314 1.1144854 0.9869654 3.864747
#> [2,] 2.981507 0.738390 2.369634 2.879279 2.2399509 0.8774454 1.694530
#> [3,] 1.952536 1.675041 1.699867 2.758096 0.3523761 4.2991405 2.080355
#> [,238] [,239] [,240] [,241] [,242] [,243] [,244]
#> [1,] 3.2953650 4.3918078 1.072264 1.632799 0.9340167 1.712294 8.172487
#> [2,] 2.4651751 1.5039499 1.938210 1.835618 5.9393606 10.988851 6.250897
#> [3,] 0.5780366 0.9447089 3.823341 1.091831 3.1944195 3.212578 9.340361
#> [,245] [,246] [,247] [,248] [,249] [,250] [,251] [,252]
#> [1,] 1.210328 1.295858 1.492314 13.369547 2.691744 1.128183 1.259300 1.8196218
#> [2,] 3.486315 2.532353 2.870050 1.040807 1.985961 2.687601 3.424301 0.8396873
#> [3,] 2.647532 1.945904 2.471317 4.726299 2.065976 1.668990 6.188827 1.1106286
#> [,253] [,254] [,255] [,256] [,257] [,258] [,259]
#> [1,] 8.027407 2.704476 5.364528 2.8290755 2.562268 3.2309817 1.401676
#> [2,] 1.534495 1.369035 8.013668 0.5520096 3.035044 5.2610313 14.262838
#> [3,] 1.349483 2.798791 12.960125 0.8087066 2.494061 0.4825911 2.835466
#> [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267]
#> [1,] 1.407470 1.445213 1.964200 4.400246 1.472470 10.546096 6.7590386 23.649724
#> [2,] 2.306633 2.805937 4.541194 4.831244 1.246005 3.618437 1.0299728 3.399656
#> [3,] 3.786265 1.208669 4.025138 1.052665 1.564478 1.580033 0.7382475 3.738114
#> [,268] [,269] [,270] [,271] [,272] [,273] [,274] [,275]
#> [1,] 3.599045 1.135709 5.180060 2.174605 4.522600 1.682176 9.980520 8.612226
#> [2,] 7.915186 1.604548 1.297742 1.346120 1.613552 1.408846 2.669632 1.233945
#> [3,] 3.412288 11.040648 15.069521 1.726207 6.556340 1.231212 1.061993 4.295162
#> [,276] [,277] [,278] [,279] [,280] [,281] [,282] [,283]
#> [1,] 10.6622565 5.905830 8.178776 6.726321 3.731489 3.559196 6.469450 1.0967294
#> [2,] 3.9586169 2.761459 1.775503 1.995433 3.428386 2.229442 2.482034 1.2749764
#> [3,] 0.6208819 7.744690 5.782031 1.161820 1.648300 0.831204 2.617078 0.5752785
#> [,284] [,285] [,286] [,287] [,288] [,289] [,290] [,291]
#> [1,] 4.1109472 4.776071 1.769395 3.677076 10.484445 3.7891959 1.774477 1.827291
#> [2,] 8.5738409 2.042151 1.728526 5.277406 1.868439 1.5490298 4.271846 2.195737
#> [3,] 0.9550797 2.082330 2.166946 6.768492 1.254927 0.4287661 1.825360 3.113321
#> [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 1.2034524 7.4369247 18.584628 22.8858889 0.8567511 23.6962156 4.1625496
#> [2,] 6.5708665 0.9661584 1.370471 0.6512898 0.9175286 1.4290630 1.5464910
#> [3,] 0.6870192 15.4088353 1.978044 1.6886092 10.4451980 0.8484434 0.5024679
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 10.506868 5.931270 1.1492431 9.4264823 3.366187 4.704760 3.7219896
#> [2,] 1.645352 1.544485 1.3904938 1.0824335 2.591861 2.668189 9.5917395
#> [3,] 3.167360 6.295308 0.9974177 0.5992609 1.212031 2.418052 0.3921143
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 17.051009 1.230029 8.229740 5.570302 0.5546552 0.8843819 2.427269 2.408878
#> [2,] 4.782092 1.494414 1.300029 1.681936 3.3688044 0.7098624 2.146760 1.104031
#> [3,] 3.454124 1.858074 1.493687 5.097241 2.4270732 2.3363351 3.645713 4.199144
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 1.1637294 0.7661799 1.430412 3.6566576 7.655297 0.8006054 9.4228258
#> [2,] 0.4416918 4.7419241 0.972810 0.7061287 0.869514 1.2490244 0.6332158
#> [3,] 1.0417935 2.7814502 5.735847 17.9204239 9.169735 15.5530373 2.0821169
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 1.7927807 1.899075 4.9388920 3.620337 1.585592 5.7606765 1.648191
#> [2,] 11.6129368 1.075323 0.6415744 1.264952 17.685427 0.5988765 5.787038
#> [3,] 0.8660113 3.009847 2.2157773 33.315926 1.494348 9.7926726 2.503284
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] 5.3623652 2.099980 0.7726572 1.656340 2.275475 2.442757 5.410167 1.944444
#> [2,] 0.7946403 1.442462 1.5680940 1.495272 2.846484 2.486793 9.945827 2.095758
#> [3,] 1.6343580 1.151348 8.0127291 1.184928 1.621526 2.235698 1.073574 1.471793
#> [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 2.920635 1.748993 1.016320 1.9480620 0.8263594 3.349373 1.0708079
#> [2,] 18.865478 1.724931 1.384087 0.8095149 1.2606928 1.942366 0.6816286
#> [3,] 1.447887 3.451161 1.101930 4.0654017 1.3531356 1.213994 0.6442835
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44]
#> [1,] 2.466122 7.069031 1.122736 0.8661378 19.1595311 1.199199 13.160203
#> [2,] 3.551549 2.408507 1.636615 2.0619027 8.1703841 1.038028 1.749600
#> [3,] 6.114454 1.584255 1.648158 2.3453120 0.8588062 1.766512 1.413289
#> [,45] [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] 3.196673 1.4662554 2.144847 5.6928738 1.019427 0.8882704 0.8353549
#> [2,] 16.430759 0.7183193 1.731580 0.5843018 0.998238 11.3050059 1.4826597
#> [3,] 2.466451 1.5830765 1.728014 7.4568990 2.700638 0.7080663 1.2732545
#> [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59]
#> [1,] 4.243433 0.9763685 1.106567 1.191912 2.107436 2.663553 7.075797 1.995494
#> [2,] 3.212320 2.6350954 4.063704 0.711287 1.310104 1.035993 1.763607 3.618144
#> [3,] 1.010729 0.6799741 1.020170 3.260871 7.144573 2.731569 1.477050 1.438470
#> [,60] [,61] [,62] [,63] [,64] [,65] [,66]
#> [1,] 3.637709 0.5208226 1.304153 0.9387728 1.8445146 0.9108195 3.0257142
#> [2,] 2.450451 1.5915833 2.534859 1.9842947 1.6780084 5.5447582 1.7022651
#> [3,] 1.965798 3.3723958 10.265740 1.1135521 0.7830735 1.8799008 0.5201903
#> [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 9.397163 2.837960 1.849773 1.216861 1.914458 6.139263 0.9257891 3.6808752
#> [2,] 7.700949 1.439700 1.034574 2.065111 1.854782 1.667227 1.7299702 0.6328648
#> [3,] 0.694697 1.681915 1.560130 7.541370 2.557817 3.094739 1.0256135 3.0388011
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81]
#> [1,] 4.082311 0.6725953 0.6550103 4.841593 2.7488897 2.3749749 9.0989766
#> [2,] 3.231919 6.9373747 0.4647740 3.577097 0.6744193 0.9135175 1.0253828
#> [3,] 1.584707 1.0617641 2.9875460 2.503410 2.5435538 2.2759206 0.8848765
#> [,82] [,83] [,84] [,85] [,86] [,87] [,88] [,89]
#> [1,] 3.291933 3.4705703 2.0283028 3.978151 2.098251 1.740588 0.9156881 2.866900
#> [2,] 1.509107 2.6640196 2.0057038 5.612762 1.912306 1.325137 2.9678628 1.095555
#> [3,] 2.238860 0.6646505 0.6643469 1.381239 2.461961 2.734396 0.4800078 1.883728
#> [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97]
#> [1,] 1.1194739 1.296471 1.582971 0.5170593 1.075217 6.294606 4.971656 0.4396006
#> [2,] 0.7104526 2.766672 0.920551 1.0939885 2.591077 2.060328 1.494775 2.8481938
#> [3,] 2.3112348 1.510333 2.386585 0.7064856 7.094295 7.325115 5.608849 1.3145915
#> [,98] [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 1.402103 0.6279876 1.487987 1.526462 1.1460683 1.932099 1.771848 1.6682738
#> [2,] 4.800173 3.3140645 1.058431 3.607397 0.8476772 1.241740 5.010755 0.8341700
#> [3,] 5.957437 0.7847109 3.201260 1.777805 1.4594919 3.714227 3.850091 0.7839278
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.9005893 2.5002253 0.9643106 16.764527 1.939035 3.8542055 3.1900829
#> [2,] 1.1892822 2.1577910 1.4132833 1.810315 1.116065 0.8904601 1.3131895
#> [3,] 2.3069167 0.8362976 1.4435534 7.864116 1.724838 0.9235658 0.3288651
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 1.0016813 0.9769179 0.847844 2.4918571 1.1943885 1.226593 3.765000
#> [2,] 1.8233064 0.6203354 1.011126 1.2657720 1.8471960 2.043290 1.549875
#> [3,] 0.7204582 1.6114972 1.507947 0.6190972 0.6506186 2.250910 1.906711
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126]
#> [1,] 5.8122269 21.077459 0.9439842 0.5002143 1.848521 19.205035 3.981855
#> [2,] 0.4670113 1.572675 2.2431106 1.2341242 1.238937 2.906365 1.079688
#> [3,] 1.3741585 1.589398 1.0126914 1.8880094 1.474352 2.391047 3.968978
#> [,127] [,128] [,129] [,130] [,131] [,132] [,133]
#> [1,] 1.668108 0.9532817 1.124275 3.321987 5.7427114 8.647906 0.6613663
#> [2,] 1.409450 0.9399505 1.189023 7.228789 0.7990582 1.175323 2.0735258
#> [3,] 1.193161 3.8767915 2.390307 5.926109 1.6139406 1.559662 0.8182802
#> [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.6519927 1.4411009 1.147227 11.974239 3.2950130 0.4729717 0.7811047
#> [2,] 1.3163083 2.6062489 3.448145 5.154267 0.6057896 1.0583589 1.2802257
#> [3,] 2.0419923 0.8702052 2.015019 1.851885 0.9947992 2.7759523 8.9290157
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 4.895067 1.130753 9.193965 0.5023466 1.5699404 0.4203779 6.7937609
#> [2,] 1.476937 1.055979 1.529308 4.0606026 0.7388614 2.1077979 0.9072967
#> [3,] 3.689520 1.256500 1.554029 1.3778742 1.5239569 1.4968836 3.7299489
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 1.5679683 1.588513 0.9479817 1.395237 0.5242639 5.5897513 1.014951
#> [2,] 0.9614497 1.664905 1.8323104 1.954356 1.5973937 1.8817142 3.601187
#> [3,] 2.6847556 5.312494 1.1811627 5.063940 0.9023224 0.8116009 1.560833
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 4.704867 0.666610 1.324239 3.0913815 1.2517265 3.702352 3.004955 1.231919
#> [2,] 1.222356 4.225336 1.798201 1.6396105 0.5364652 2.473934 1.210740 12.657380
#> [3,] 3.661621 2.272087 3.538394 0.9931568 5.2142474 2.476026 1.464752 2.510107
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 1.300893 3.326154 2.6559107 1.8491000 1.409434 3.5722540 3.1054258
#> [2,] 1.378984 1.303404 0.7661075 1.5506430 3.051086 2.9884504 0.9390615
#> [3,] 1.670603 2.751705 0.5702566 0.9781169 2.979216 0.3962882 1.1830710
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177]
#> [1,] 1.798939 1.499904 5.595033 2.2348831 17.145146 9.547739 2.835265 0.8348083
#> [2,] 2.456034 1.235467 1.190139 0.9989551 1.569050 1.087080 1.637514 3.9527958
#> [3,] 2.123025 5.347662 2.904547 5.8819613 2.578906 1.194387 1.510416 3.4353741
#> [,178] [,179] [,180] [,181] [,182] [,183] [,184] [,185]
#> [1,] 3.231711 1.298254 1.2993045 1.643518 2.6283429 1.366890 1.358905 1.954381
#> [2,] 6.436905 2.070560 0.6060811 6.986754 4.3831881 1.942054 2.399560 2.050249
#> [3,] 2.728449 1.912272 2.2196099 16.915506 0.9415724 2.914167 1.017292 1.095109
#> [,186] [,187] [,188] [,189] [,190] [,191] [,192] [,193]
#> [1,] 1.559615 1.9404319 6.811454 1.450982 3.723845 9.177457 3.829268 1.928927
#> [2,] 1.346311 1.4144204 1.830680 1.966916 1.628525 1.066923 1.513627 3.705490
#> [3,] 1.842519 0.5487303 1.721170 2.873589 2.261842 1.022121 2.779205 3.471083
#> [,194] [,195] [,196] [,197] [,198] [,199] [,200]
#> [1,] 1.216056 1.4188701 0.6339283 2.961103 1.311827 1.629465 0.8824465
#> [2,] 2.914976 0.5533905 5.6104497 1.720972 4.874068 2.227805 1.7383449
#> [3,] 2.220996 9.2768954 1.2340905 1.399410 1.221719 14.872131 1.7317610
#> [,201] [,202] [,203] [,204] [,205] [,206] [,207]
#> [1,] 1.749064 1.007664 3.268543 14.557800 2.4482774 1.7865722 9.490195
#> [2,] 18.222094 2.367028 1.150873 2.850669 2.2625329 1.6583771 1.757522
#> [3,] 4.093817 1.833166 1.193581 1.488075 0.3660134 0.5798419 4.020953
#> [,208] [,209] [,210] [,211] [,212] [,213] [,214]
#> [1,] 1.845700 31.316726 3.216806 2.7077390 6.1265381 5.091298 5.949828
#> [2,] 4.149770 2.177910 2.012079 1.3690727 0.7443224 3.957457 1.193774
#> [3,] 2.489776 2.310109 2.372395 0.5594924 2.3324048 3.489811 5.412155
#> [,215] [,216] [,217] [,218] [,219] [,220] [,221]
#> [1,] 0.5623207 8.421270 2.947686 8.887846 1.752041 3.7881414 2.4577295
#> [2,] 3.1083940 1.188715 2.149793 1.268915 2.107265 0.7642332 1.7918659
#> [3,] 0.7381683 14.489099 2.960594 3.340713 11.463705 1.7925112 0.7849605
#> [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,] 5.0035251 2.1401469 1.425742 3.633520 2.7816903 6.822435 1.7343451
#> [2,] 0.7277127 1.4227026 1.371303 1.136204 0.8944529 1.263882 2.1634005
#> [3,] 9.1624684 0.6241762 1.567305 12.892181 1.4321343 2.022090 0.9987743
#> [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236]
#> [1,] 0.5473528 1.7134216 1.932785 1.8364246 5.672774 2.156160 2.313841 0.684821
#> [2,] 6.1561319 4.8125647 1.709351 2.7044679 1.416227 1.083025 1.810096 2.439702
#> [3,] 0.9015231 0.8199723 3.111770 0.9187523 1.140112 2.443743 3.790600 1.357570
#> [,237] [,238] [,239] [,240] [,241] [,242] [,243]
#> [1,] 1.3858506 2.4232888 8.051605 17.143838 5.177435 9.033899 1.9973386
#> [2,] 2.3660539 4.5636832 0.973087 1.939659 6.057950 1.000737 0.6124805
#> [3,] 0.5822541 0.9337767 4.857702 4.439010 3.844001 1.112828 2.2789850
#> [,244] [,245] [,246] [,247] [,248] [,249] [,250]
#> [1,] 9.403234 2.678992 11.738057 0.6205553 1.9136280 2.649961 4.374107
#> [2,] 1.728034 2.301083 2.057715 3.1040698 0.9185845 12.338898 4.304601
#> [3,] 1.867323 1.710669 7.600210 5.9659281 2.5370024 1.407422 1.039061
#> [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,] 1.430086 0.7027411 2.603702 3.643880 3.606437 3.9606349 2.632784 1.845556
#> [2,] 1.109492 4.1664330 2.132428 1.577439 4.128162 0.5628205 1.231138 7.745715
#> [3,] 1.064261 1.3719851 2.617326 12.149629 1.122796 2.6266748 2.635504 6.591189
#> [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266]
#> [1,] 5.922698 0.7509002 1.308659 2.316289 4.040044 2.826510 1.799693 1.91735
#> [2,] 1.748055 1.9483213 1.740059 3.547654 1.695689 2.022358 1.954038 18.04867
#> [3,] 4.269082 14.4228396 2.368085 6.229075 3.403815 2.383372 3.058364 2.75017
#> [,267] [,268] [,269] [,270] [,271] [,272] [,273] [,274]
#> [1,] 1.202769 7.4297505 9.211119 4.307173 9.398400 3.213378 7.065442 0.8652774
#> [2,] 2.730879 0.9504693 1.079482 2.429027 5.679539 1.372000 1.244646 1.1813062
#> [3,] 2.298859 1.4266500 4.985311 2.099659 2.771274 2.678457 1.740150 1.5246839
#> [,275] [,276] [,277] [,278] [,279] [,280] [,281]
#> [1,] 15.465926 10.7901294 2.1559860 1.9296884 9.698836 2.476789 5.272838
#> [2,] 3.612501 0.9888022 1.5685073 0.5861762 6.868086 1.972001 1.077597
#> [3,] 0.688662 0.4779048 0.6108299 1.0697648 1.644443 1.537730 2.673111
#> [,282] [,283] [,284] [,285] [,286] [,287] [,288] [,289]
#> [1,] 4.595280 0.6464864 4.973992 1.447483 3.604421 2.7991502 2.445542 9.507336
#> [2,] 8.438907 1.0475686 2.587543 5.013484 2.137888 0.9521897 2.531543 3.787920
#> [3,] 1.511417 0.3737952 1.835888 1.123758 4.649910 4.4425867 5.383562 1.035685
#> [,290] [,291] [,292] [,293] [,294] [,295] [,296]
#> [1,] 0.8078724 1.291439 7.5928279 0.9999359 143.246158 1.6097621 0.6423356
#> [2,] 0.5788063 1.689244 0.5594786 2.6459966 3.309933 0.6838764 1.3310500
#> [3,] 3.1553478 1.437371 12.8454676 1.1710736 1.741619 0.7413912 10.3408386
#> [,297] [,298] [,299] [,300] [,301] [,302] [,303]
#> [1,] 42.064577 3.0941393 1.8752518 36.549416 3.102704 5.203869 1.275204
#> [2,] 2.635279 2.5687741 3.4568979 5.254235 1.363331 1.642846 9.344840
#> [3,] 2.827444 0.6970896 0.6747146 15.756813 3.671700 2.596885 4.547773
#> [,304] [,305]
#> [1,] 1.111469 5.607210
#> [2,] 2.113837 2.050438
#> [3,] 13.972449 1.112171
#>
#> , , 6
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 14.285728 1.009751 0.7218848 1.4713961 0.6281893 1.107309 1.269628
#> [2,] 12.992370 1.256653 13.5941001 6.6142372 1.8171894 8.046613 1.273107
#> [3,] 4.649851 2.943245 3.5241829 0.7779902 2.7819010 1.541345 1.196421
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 1.934812 5.089897 20.737776 1.3846702 3.803509 1.771359 1.063591
#> [2,] 1.680962 1.666327 2.753502 0.6895142 1.487928 18.065514 2.052930
#> [3,] 36.760582 1.353870 9.211325 1.7429957 7.387822 71.012523 8.728590
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 7.152016 7.9790208 1.878422 1.509062 4.1626148 4.222331 3.199937
#> [2,] 1.275240 0.9310188 1.377931 1.131813 0.8679398 1.682070 2.213069
#> [3,] 39.485040 1.3298981 2.174097 1.785430 0.9939502 2.200438 10.742652
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 2.176524 3.0104464 4.605050 1.755941 1.733995 4.959969 1.342903 4.1422701
#> [2,] 1.064178 5.8485326 3.845355 2.923826 3.704746 3.722435 2.625837 1.7908595
#> [3,] 2.155810 0.6521413 1.600595 5.568476 3.370200 1.997233 1.276975 0.7961897
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 5.8298556 1.275694 1.995672 1.9603818 0.4163328 7.024686 1.645881
#> [2,] 0.5339927 1.149350 1.674412 0.8795389 1.1154428 4.594294 6.996838
#> [3,] 1.5538379 1.196466 5.704862 1.0223058 13.4346855 1.152058 1.530027
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 2.199182 2.372560 0.9970525 0.9867888 2.658721 1.474216 2.917085
#> [2,] 2.259641 5.381378 1.0692600 11.6242682 2.103634 2.640643 1.477339
#> [3,] 4.879180 1.086565 0.6026292 2.2684189 1.817075 1.223882 2.952383
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] 3.7089465 4.511981 0.7091900 1.050795 2.560316 7.464482 3.411206 0.7976785
#> [2,] 0.9483263 1.057121 4.3697762 3.393930 7.383270 1.664732 1.171111 3.3154423
#> [3,] 3.6035140 1.962130 0.8687667 3.800799 5.793177 1.255406 9.423632 1.2089293
#> [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59]
#> [1,] 0.6155504 3.142209 3.333657 1.088407 2.8541136 3.9140810 7.804230 4.782779
#> [2,] 1.1905846 1.277919 1.955211 3.374074 0.7241888 4.1588853 3.588208 3.139238
#> [3,] 2.9229608 1.225277 1.186911 1.630650 1.0106176 0.5427467 1.473076 1.705481
#> [,60] [,61] [,62] [,63] [,64] [,65] [,66]
#> [1,] 2.2512665 0.9507885 0.9590774 1.4429961 3.039721 1.412926 2.765382
#> [2,] 4.1052702 5.0454437 3.0363548 3.2951015 5.185505 4.521545 2.645814
#> [3,] 0.7774704 1.3122710 3.4019652 0.7170404 1.191626 3.105034 1.036211
#> [,67] [,68] [,69] [,70] [,71] [,72] [,73]
#> [1,] 1.308215 2.976733 0.8540659 0.8694905 4.8409508 25.379296 0.7560346
#> [2,] 2.432026 1.270005 3.1276494 1.2473684 0.9496175 1.251709 0.9533333
#> [3,] 1.751641 23.013582 3.2436927 6.4839203 4.6591468 1.230103 1.4840576
#> [,74] [,75] [,76] [,77] [,78] [,79] [,80] [,81]
#> [1,] 1.709685 5.3304459 3.323035 2.581026 1.980665 3.577410 3.063371 2.638583
#> [2,] 4.043190 3.5289521 2.361092 3.646338 4.042460 1.302017 1.338312 3.067855
#> [3,] 3.954234 0.7433797 3.962752 2.698311 0.765554 3.763457 1.032703 2.010381
#> [,82] [,83] [,84] [,85] [,86] [,87] [,88] [,89]
#> [1,] 4.075724 1.1727286 1.168908 1.770885 0.755158 1.593954 2.6110082 0.7272275
#> [2,] 6.960916 0.7180343 1.134638 1.241582 1.909710 2.544874 3.1099054 0.8988303
#> [3,] 1.279769 0.8931825 2.373842 2.623529 8.563588 8.829587 0.4262912 5.8329840
#> [,90] [,91] [,92] [,93] [,94] [,95] [,96]
#> [1,] 7.4264858 0.9583941 1.493133 4.1270658 0.9758411 0.9240132 3.034426
#> [2,] 0.7265412 3.1540948 4.320643 0.6706852 2.1492954 1.3611404 2.602939
#> [3,] 0.9101354 0.5754889 6.300991 1.0391276 0.7484370 0.6648632 1.565257
#> [,97] [,98] [,99] [,100] [,101] [,102] [,103]
#> [1,] 2.085103 5.903968 2.1412858 3.3199689 1.207277 0.8591247 0.8697683
#> [2,] 1.131666 3.071956 2.8024368 5.9097879 6.294041 2.0486412 7.7294820
#> [3,] 1.039906 2.005748 0.9971166 0.8531728 9.260578 1.0644975 0.6461366
#> [,104] [,105] [,106] [,107] [,108] [,109] [,110]
#> [1,] 3.830007 0.9784309 1.252016 7.1958988 1.054604 61.096347 3.1973314
#> [2,] 4.107316 8.6853415 2.443980 4.5711431 1.274560 2.893386 0.7634012
#> [3,] 2.087682 0.9274488 16.093302 0.5217991 2.028330 15.937470 3.5516230
#> [,111] [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] 1.527033 1.220103 1.168651 1.109890 5.0197046 1.165637 1.6758399
#> [2,] 1.777015 11.193314 1.307219 1.403478 0.4309493 12.178476 1.7156598
#> [3,] 3.931930 1.149403 2.100083 2.919635 0.7880234 6.707583 0.7219483
#> [,118] [,119] [,120] [,121] [,122] [,123] [,124] [,125]
#> [1,] 2.752641 0.7076291 1.240806 2.140812 2.4416799 2.465030 3.4531477 3.239811
#> [2,] 1.544501 1.0393610 5.393687 2.963087 0.8475024 1.566871 0.4881475 2.317166
#> [3,] 1.388830 1.1073818 3.552925 7.680112 4.1420657 1.083538 8.6019545 0.618351
#> [,126] [,127] [,128] [,129] [,130] [,131] [,132]
#> [1,] 1.261074 3.1224363 2.0013645 1.607934 1.1981828 0.6855054 1.446887
#> [2,] 4.629581 5.7734749 0.8969132 1.517616 0.6115366 2.0601923 1.229426
#> [3,] 17.853430 0.7606863 3.5220381 1.404204 2.3798618 5.1240434 2.451618
#> [,133] [,134] [,135] [,136] [,137] [,138] [,139] [,140]
#> [1,] 0.9897454 3.468479 0.5742744 1.684475 4.838955 2.560183 1.043464 2.754556
#> [2,] 1.9668180 2.745999 2.3687044 2.704141 1.127406 1.521119 1.579482 4.634265
#> [3,] 1.3324787 35.164642 3.0595321 1.732978 7.725289 5.242224 4.170770 1.365965
#> [,141] [,142] [,143] [,144] [,145] [,146] [,147]
#> [1,] 1.526583 1.6908092 13.822683 3.427424 2.2207456 2.829921 2.290942
#> [2,] 9.150173 0.8165691 3.530031 6.018330 0.7679989 1.084540 2.960682
#> [3,] 9.184160 21.3119420 2.912171 6.392269 6.0212355 1.703763 2.123572
#> [,148] [,149] [,150] [,151] [,152] [,153] [,154]
#> [1,] 21.904849 1.6280389 0.9053092 7.585617 3.7336439 0.6439904 4.566643
#> [2,] 5.296512 0.8450131 1.3179299 1.702997 0.5146295 0.9858499 3.150242
#> [3,] 3.712743 1.6378416 1.0988713 1.924156 2.0890995 5.9997262 1.128667
#> [,155] [,156] [,157] [,158] [,159] [,160] [,161]
#> [1,] 6.024587 3.1469179 3.790163 0.9081221 5.0628675 0.7328088 2.7349534
#> [2,] 1.620365 1.7952120 3.915652 2.8828241 0.7194233 1.4731291 0.6762257
#> [3,] 2.853925 0.9365951 4.629563 1.0999229 1.1901868 9.4494720 1.2860920
#> [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,] 2.450591 2.399975 8.417424 3.653240 0.7569901 0.8763370 1.5417009
#> [2,] 28.190921 2.455299 1.426924 3.330556 4.0609589 0.9994787 0.8695514
#> [3,] 1.936774 3.103926 1.059199 1.365566 4.3536690 1.1021504 1.3223795
#> [,169] [,170] [,171] [,172] [,173] [,174] [,175]
#> [1,] 3.2994271 0.9073385 2.318698 4.9716835 2.0496014 0.7460564 2.9867605
#> [2,] 0.7525702 3.2887841 1.163280 2.0259625 1.0126082 0.7730565 2.3851608
#> [3,] 0.7791154 7.5929989 2.302996 0.5688785 0.9096532 4.5398344 0.7740952
#> [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 2.839911 1.3558226 1.4677209 2.874713 1.599191 1.343094 11.183532
#> [2,] 2.314634 1.2949636 0.8766644 29.547651 1.917751 1.064339 3.544772
#> [3,] 1.575296 0.8279325 4.6119807 1.621069 1.771510 2.749718 10.373681
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.8668792 0.7173842 2.2193397 3.645473 23.492307 7.2863348 0.9100061
#> [2,] 1.4395825 28.2888906 1.4172022 1.405425 4.466908 1.6717579 2.8168988
#> [3,] 3.1622669 3.6243503 0.8004581 1.728932 8.439280 0.8845448 11.6017593
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 2.3626343 1.530469 1.097319 0.6345693 5.348536 3.6248697 1.049911 2.418846
#> [2,] 0.7695005 2.594531 2.881183 2.3774726 1.970791 3.3131056 2.573327 1.513394
#> [3,] 0.9755315 1.146630 1.636851 2.1307455 5.284860 0.9778102 3.559856 5.590487
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 3.983367 1.868535 3.969188 1.320317 8.918614 1.1065534 18.140258
#> [2,] 3.949819 3.536392 3.534427 2.670921 1.325749 0.6787008 1.301851
#> [3,] 17.797087 7.415695 14.832003 1.267024 0.984091 1.2705197 1.710491
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211] [,212]
#> [1,] 3.084437 6.709728 3.0691457 1.370897 42.101140 1.674709 1.957676 1.877418
#> [2,] 2.035575 5.130680 4.1911226 1.889150 2.188232 4.511447 2.384590 1.058325
#> [3,] 1.991957 3.001591 0.8009509 10.387103 2.054315 3.813659 3.338442 1.592835
#> [,213] [,214] [,215] [,216] [,217] [,218] [,219]
#> [1,] 2.3318851 3.399856 0.3811357 14.794695 3.3010481 3.009291 1.9401816
#> [2,] 1.1675560 2.152576 1.1268036 1.977738 6.1865041 1.213960 0.5988161
#> [3,] 0.7374206 19.702136 4.0406543 3.592967 0.9015318 1.498137 49.1037569
#> [,220] [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] 7.251567 1.6880606 21.876917 0.9656064 2.664732 5.4578212 0.4960589
#> [2,] 2.255357 0.8854174 1.381793 1.3130629 1.208472 1.8815529 1.3041834
#> [3,] 1.374483 0.4792076 1.887655 1.0874898 6.642133 0.6749972 0.8391092
#> [,227] [,228] [,229] [,230] [,231] [,232] [,233]
#> [1,] 1.0042900 0.6003409 1.8754610 7.1418241 0.6784965 1.020013 2.648558
#> [2,] 1.9173831 0.9998271 1.3319719 1.2973048 1.2641701 2.615964 2.898115
#> [3,] 0.9872405 2.7935354 0.9977372 0.7806326 1.2306774 2.725144 4.124480
#> [,234] [,235] [,236] [,237] [,238] [,239] [,240]
#> [1,] 0.6444045 1.460668 4.208980 1.175750 1.5240832 9.0221102 6.9418965
#> [2,] 1.5409527 4.810328 1.576130 1.905877 0.8323472 0.7018992 0.5127828
#> [3,] 0.7080633 1.436970 1.217399 1.545076 1.7726792 2.0393119 1.5173488
#> [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 1.792343 0.8549145 6.146929 11.791032 3.178144 3.623805 1.069990 5.755106
#> [2,] 1.295922 1.3232334 1.811848 2.100905 1.580235 2.801736 2.358047 2.449237
#> [3,] 4.179619 1.1275482 1.483300 1.336725 1.929789 4.945570 1.016575 2.998730
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255]
#> [1,] 1.968354 1.677170 0.6936133 3.6652594 3.241936 3.320077 0.4442814
#> [2,] 1.442982 2.815713 8.1769875 0.8954121 3.488389 1.056861 1.2124733
#> [3,] 2.250204 1.315815 1.0349223 1.0662927 1.119546 1.086611 0.8617764
#> [,256] [,257] [,258] [,259] [,260] [,261] [,262]
#> [1,] 7.0559533 1.2018982 3.103365 1.329563 1.051820 2.0387298 1.179806
#> [2,] 0.6895657 0.7430861 2.641231 8.738746 1.719328 1.0158002 2.810189
#> [3,] 2.5232646 0.6379987 1.822720 2.587778 2.637396 0.9575904 2.646668
#> [,263] [,264] [,265] [,266] [,267] [,268] [,269]
#> [1,] 9.0265499 1.699127 23.449418 0.6935866 3.237535 2.781911 1.016580
#> [2,] 0.6771886 16.867886 5.103148 11.1219338 1.614374 2.027538 1.035731
#> [3,] 2.4297939 1.490950 2.453483 1.5866395 5.472502 2.928461 1.600559
#> [,270] [,271] [,272] [,273] [,274] [,275] [,276]
#> [1,] 23.853159 4.655967 9.714424 1.0475160 4.1603895 1.712831 2.121456
#> [2,] 2.594164 2.264057 6.169331 0.7349874 0.9018298 2.242613 1.647727
#> [3,] 4.231013 3.966344 2.199658 0.7999969 1.0843367 1.863254 2.459142
#> [,277] [,278] [,279] [,280] [,281] [,282] [,283]
#> [1,] 3.7237267 1.8434687 11.394464 3.117524 3.277607 2.282548 3.667483
#> [2,] 2.7553244 9.7106158 3.935694 5.522508 1.294176 1.110730 2.203838
#> [3,] 0.9949475 0.5754612 1.486716 3.277118 1.557164 1.634798 2.378152
#> [,284] [,285] [,286] [,287] [,288] [,289] [,290]
#> [1,] 0.9416732 1.1972527 2.833979 0.8436483 2.6962118 4.8584600 0.7169543
#> [2,] 3.0825212 1.5423764 8.315012 0.7014646 0.7932297 3.0845099 12.3998358
#> [3,] 5.0051864 0.7820132 2.267437 2.0825841 1.5241510 0.2739914 1.9376628
#> [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 0.9356993 0.7036409 1.256289 1.234676 1.212307 1.11584 9.092673 2.839504
#> [2,] 4.0489999 1.6862934 1.259076 1.381391 2.737931 14.28908 2.122658 1.451245
#> [3,] 1.9603453 1.4932898 17.343514 1.478527 1.384605 41.65254 1.105925 2.354822
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 1.411686 10.678183 2.036525 2.2705326 12.2662729 1.0710388 2.096234
#> [2,] 4.993255 1.151644 1.226389 0.8507315 1.1252189 0.4688236 3.137147
#> [3,] 1.917050 18.369083 1.421733 1.9050255 0.4354977 2.1141182 1.575205
#>
#> , , 7
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 2.616447 1.9252860 1.4814306 1.898922 5.272775 2.648833 1.571870 33.176300
#> [2,] 2.046227 0.9084959 6.3342168 6.757784 3.768329 6.037372 2.775281 1.569626
#> [3,] 7.491547 1.2629172 0.5372055 2.856228 2.030722 4.202365 4.988135 3.565396
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 4.0692232 2.4224044 41.8642121 25.459731 7.230743 3.232041 2.056567
#> [2,] 0.7995831 0.8219075 0.8455623 1.028354 1.096282 1.735683 5.062604
#> [3,] 5.9642065 3.9714978 7.5616058 9.376477 23.515460 44.404735 3.893136
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 5.8536419 1.105369 1.538928 4.858520 0.8961803 1.036262 2.370274
#> [2,] 3.6528634 1.192040 4.151047 3.108817 18.0018655 7.610799 1.642537
#> [3,] 0.9080023 18.987865 5.442049 3.032672 1.4457686 9.973444 1.975387
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 0.7110592 13.6908657 2.556949 1.0133133 2.7634817 2.921426 4.583633
#> [2,] 1.7130025 4.1487920 2.969128 1.0332396 0.8263149 1.136762 13.648154
#> [3,] 1.3114699 0.7841685 2.610665 0.7304892 3.8583017 1.438405 1.067331
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 2.2410978 1.351452 2.2432701 3.431870 2.521660 1.809796 1.667127 2.276088
#> [2,] 0.8222226 2.565718 3.7517898 5.177946 2.162115 4.677374 1.210777 3.296821
#> [3,] 0.8944194 2.075927 0.7549227 2.133908 3.410325 2.614271 1.756004 2.392650
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44]
#> [1,] 0.7241110 1.226743 1.302226 1.274902 1.2065467 1.119497 8.079434
#> [2,] 6.1217022 2.129638 5.578384 1.572405 0.8938726 2.494072 7.807748
#> [3,] 0.4606062 1.420839 2.053462 10.157789 4.2569114 1.109027 1.822035
#> [,45] [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] 15.900187 4.3642831 1.771443 4.8931547 1.653246 0.4754364 1.805070
#> [2,] 1.328105 3.7244609 3.372730 0.5245285 11.069299 1.6432951 2.215049
#> [3,] 1.150455 0.4540562 8.320243 8.4590839 3.097661 3.7846245 2.805535
#> [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59]
#> [1,] 1.6107920 1.780893 5.478599 5.886384 2.165642 3.2083856 4.816524 3.6353393
#> [2,] 0.9966292 9.082686 1.888048 5.604929 6.352762 0.9135032 4.080828 1.2022405
#> [3,] 1.9431585 1.059822 1.088977 3.526434 3.241762 9.8155024 6.772849 0.9779092
#> [,60] [,61] [,62] [,63] [,64] [,65] [,66] [,67]
#> [1,] 7.157339 6.137449 1.047983 2.9432030 1.384463 1.509440 3.838205 1.2351422
#> [2,] 1.105300 2.856232 3.099913 1.5274948 1.129153 1.694670 14.366602 0.6610214
#> [3,] 1.370564 1.257424 5.626799 0.5860856 1.532199 2.180223 4.124163 0.8462540
#> [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 3.315054 4.6368133 1.435592 2.276598 5.969623 3.298809 1.4657024
#> [2,] 1.878402 0.8248741 2.643658 7.108307 1.366085 16.531637 0.8791975
#> [3,] 1.863016 1.0294096 4.591242 10.548641 1.768813 2.547101 3.9325936
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81]
#> [1,] 0.9748937 4.137589 0.7629077 0.9964918 2.042709 2.057298 0.9116703
#> [2,] 1.1911202 3.116327 3.5194650 1.1136291 1.412283 1.466134 2.3486246
#> [3,] 2.3910013 2.465447 1.0303326 3.3412021 1.053154 1.438514 1.1553924
#> [,82] [,83] [,84] [,85] [,86] [,87] [,88]
#> [1,] 2.029154 1.180951 8.3292859 1.1117975 0.8572177 0.7211699 2.061736
#> [2,] 2.918425 14.752483 2.8947694 5.9659458 0.8837867 0.9231533 2.322042
#> [3,] 3.391402 5.966691 0.8412141 0.8225825 21.4629915 1.0310465 1.976229
#> [,89] [,90] [,91] [,92] [,93] [,94] [,95]
#> [1,] 1.4477375 1.1243537 4.128326 1.2473796 1.3485528 9.301274 3.274731
#> [2,] 0.7612555 1.5753991 2.568072 1.0660492 2.7200085 5.751326 3.632776
#> [3,] 1.0804293 0.5052149 1.384170 0.5954903 0.5850757 4.038447 4.788566
#> [,96] [,97] [,98] [,99] [,100] [,101] [,102] [,103]
#> [1,] 3.368301 1.406704 3.245490 0.5118445 1.218402 1.9958821 3.202016 0.7442078
#> [2,] 1.602251 4.816415 1.937067 1.8385144 4.121973 3.2271457 1.551739 1.7233099
#> [3,] 1.419843 2.212796 1.359506 2.8555149 2.177491 0.7384578 9.895617 1.1640634
#> [,104] [,105] [,106] [,107] [,108] [,109] [,110]
#> [1,] 1.884642 1.555324 0.9566935 1.718074 1.572644 40.857021 2.365549
#> [2,] 1.089273 12.185211 1.4948817 4.605566 1.711447 1.594208 2.470683
#> [3,] 5.024156 1.006262 0.8112552 4.153352 1.955334 2.993217 4.075877
#> [,111] [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] 0.7372897 0.5504474 2.123200 1.323840 1.0629181 1.696152 0.8720215
#> [2,] 1.2268606 0.8398374 2.331092 2.598280 2.1709991 2.020623 0.7200034
#> [3,] 5.1956157 1.3208103 1.928156 1.796835 0.7094843 1.580369 1.0353571
#> [,118] [,119] [,120] [,121] [,122] [,123] [,124]
#> [1,] 1.124211 1.2296292 1.666368 0.665471 1.498466 4.818784 0.5309487
#> [2,] 3.436010 0.9961265 80.384838 3.772989 79.352134 3.551914 0.8517569
#> [3,] 1.497820 3.1483952 1.317078 1.502186 6.717417 4.091764 0.8603939
#> [,125] [,126] [,127] [,128] [,129] [,130] [,131]
#> [1,] 0.8606209 4.3592194 3.659265 2.742587 0.8157365 0.6126828 1.0094877
#> [2,] 2.6568667 0.9778184 3.578823 6.603998 1.5141511 21.1508621 1.8389400
#> [3,] 0.6771264 1.1151654 1.194913 3.819201 2.7101721 0.9753137 0.5852422
#> [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 3.874202 1.2693427 1.978346 4.9146330 3.6074086 1.782233 2.125800
#> [2,] 7.047861 0.7853027 1.198196 0.9867719 0.8866022 2.529989 2.276598
#> [3,] 3.675467 0.6924439 2.480293 1.3931468 1.5867632 1.176178 1.855708
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146]
#> [1,] 0.5468191 2.584320 4.124585 1.053662 0.9068887 3.268451 2.163381 1.238611
#> [2,] 0.5783651 3.962634 2.965930 3.134249 1.7037443 1.209629 3.087343 2.491007
#> [3,] 1.0379132 1.844822 2.138261 1.837605 1.3782165 1.652324 3.131144 1.879689
#> [,147] [,148] [,149] [,150] [,151] [,152] [,153]
#> [1,] 3.013557 0.7234361 3.452701 1.0455700 1.222250 1.590948 0.8471353
#> [2,] 1.430384 37.1567542 17.259922 0.5240884 2.026988 4.007497 14.3089325
#> [3,] 4.498653 2.4473133 8.344668 1.1961750 1.017524 2.595915 0.9201446
#> [,154] [,155] [,156] [,157] [,158] [,159] [,160]
#> [1,] 1.060859 0.9448485 1.774817 7.312815 2.4515652 2.2770753 2.0132601
#> [2,] 2.367389 5.8955944 2.266869 0.833935 0.7738695 1.7038711 0.7374421
#> [3,] 1.013415 1.2514362 1.188581 4.991863 4.0193190 0.7110585 3.5083902
#> [,161] [,162] [,163] [,164] [,165] [,166] [,167]
#> [1,] 9.0446372 2.686653 5.790601 2.186382 5.33545 1.2411404 0.8626049
#> [2,] 1.9314992 8.444564 1.167567 58.930034 3.24312 0.9928187 1.0477651
#> [3,] 0.9938853 1.411941 2.218217 2.960217 1.75559 2.3578527 2.5365993
#> [,168] [,169] [,170] [,171] [,172] [,173] [,174]
#> [1,] 6.9720813 22.6148297 2.715406 2.965999 6.1522367 1.2927024 1.000099
#> [2,] 0.6313977 0.7298012 1.410474 2.911425 0.6961816 0.5073465 2.470496
#> [3,] 4.3052246 0.8525369 3.344695 5.954666 1.3507300 1.0915047 0.925061
#> [,175] [,176] [,177] [,178] [,179] [,180] [,181]
#> [1,] 0.7892028 0.5932145 0.9602904 0.7594429 0.3959932 0.7673826 1.8798727
#> [2,] 2.0723737 1.7882943 3.6232929 1.0016260 2.9242838 1.4298480 4.2198358
#> [3,] 0.9851777 0.6370992 0.9105834 1.3300881 3.9627071 1.5705691 0.8049278
#> [,182] [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.9817409 1.466428 1.312432 1.310722 1.333141 1.357786 1.9930075 0.497070
#> [2,] 1.4286133 1.605652 15.600225 1.246678 1.875658 1.281267 9.3623603 2.370067
#> [3,] 2.8056908 5.141222 4.170727 1.604676 1.302812 2.777667 0.5077472 1.612221
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 3.5634527 1.661504 1.777586 1.274445 11.264522 2.752624 2.040122 1.6504487
#> [2,] 1.2832191 2.457362 1.970602 2.567604 1.989782 2.761523 1.219910 0.7487988
#> [3,] 0.7322862 5.482255 1.591920 3.431598 10.419310 1.634076 1.220947 2.6519401
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 1.3692044 1.685974 9.3188100 2.6594097 4.9075425 0.4631903 2.0623356
#> [2,] 1.5566011 3.766905 0.3694336 0.6596607 3.4216443 1.6165270 1.8581793
#> [3,] 0.6899712 5.454486 5.8963138 1.0688867 0.9490912 0.8926839 0.8020103
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 4.523154 1.669066 2.751615 0.6910083 3.345758 4.970374 4.2602914
#> [2,] 2.176757 3.781798 35.949985 2.6971389 1.059263 1.388252 0.5816274
#> [3,] 2.806875 1.634481 1.872668 22.4523135 1.698462 1.654698 2.2286060
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 1.704785 6.493351 6.9992960 1.4057462 8.778571 1.715313 3.426097
#> [2,] 1.281771 1.795299 0.8126269 5.7857393 16.523661 5.263321 1.494228
#> [3,] 1.853316 2.475061 1.0403670 0.8618801 2.335363 1.118126 1.741079
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226]
#> [1,] 1.8609214 1.935810 1.893823 7.164552 1.231064 1.3083818 2.623327 0.7950386
#> [2,] 8.3205925 5.916747 3.862536 2.144637 1.170730 2.5480283 1.950027 1.6040991
#> [3,] 0.9924571 2.457809 5.117192 1.686064 3.808416 0.6364153 4.989186 0.5247512
#> [,227] [,228] [,229] [,230] [,231] [,232] [,233] [,234]
#> [1,] 1.641080 1.413472 4.071498 0.7829592 2.782260 1.3995974 7.442910 0.7731878
#> [2,] 5.074531 2.462667 1.307780 0.5328635 2.000446 1.9507868 2.171790 1.0422461
#> [3,] 1.473124 1.070115 2.790134 2.7189289 2.889272 0.7864714 1.918564 4.1746790
#> [,235] [,236] [,237] [,238] [,239] [,240] [,241]
#> [1,] 11.223269 2.3800585 0.9428186 1.613864 2.260775 1.492563 2.755501
#> [2,] 5.385574 0.8826261 2.2025079 4.728489 3.959215 1.773439 1.527867
#> [3,] 1.255040 1.5092663 1.3472088 2.157574 1.332564 1.414772 1.350560
#> [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 1.3597840 4.606009 31.3390147 1.791915 1.044988 0.4714666 5.381419
#> [2,] 7.0505992 1.346061 0.5021087 1.561331 2.702630 2.6861980 3.048708
#> [3,] 0.9237604 1.202393 3.6112693 1.197347 5.471118 3.4286719 3.050411
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255]
#> [1,] 0.6457561 0.4852851 1.6049011 0.6984067 0.6537599 3.734336 2.0863392
#> [2,] 0.6388342 2.8515627 2.8579745 6.2735734 1.3816236 1.769984 2.5828463
#> [3,] 2.1700464 0.4173983 0.5827379 1.6110566 1.4325331 7.089305 0.6729732
#> [,256] [,257] [,258] [,259] [,260] [,261] [,262] [,263]
#> [1,] 1.527452 1.164171 3.4223394 3.211280 4.527161 19.183242 1.582049 0.5681933
#> [2,] 2.514335 1.929751 2.3078591 2.111168 1.159714 1.555442 9.015968 0.7717962
#> [3,] 1.180963 6.201390 0.5693586 3.969404 1.982364 1.125954 4.931641 8.6354306
#> [,264] [,265] [,266] [,267] [,268] [,269] [,270]
#> [1,] 4.863437 1.109626 2.0879984 1.829246 5.2329298 2.088696 1.793032
#> [2,] 1.396251 2.614732 0.6359023 1.956653 1.1694388 1.573956 1.354909
#> [3,] 1.909920 1.032808 0.9806512 13.434006 0.9043537 1.631892 2.345974
#> [,271] [,272] [,273] [,274] [,275] [,276] [,277]
#> [1,] 1.6697533 1.4085247 2.6343411 1.741545 2.5017020 1.7572394 1.260364
#> [2,] 1.2167831 1.0401803 2.6916118 1.699730 3.2193084 1.9844362 1.175486
#> [3,] 0.9444818 0.6670053 0.9716696 47.969336 0.8383778 0.3434159 3.209903
#> [,278] [,279] [,280] [,281] [,282] [,283] [,284] [,285]
#> [1,] 2.558236 1.809465 6.250799 8.8871839 0.6064051 2.503786 1.5294926 2.743617
#> [2,] 1.154442 3.260235 6.337644 1.8801100 2.2500917 4.630815 1.5977058 2.013973
#> [3,] 4.485299 3.720966 4.032687 0.8026011 0.7270321 0.824046 0.5164312 1.766442
#> [,286] [,287] [,288] [,289] [,290] [,291] [,292]
#> [1,] 2.0508376 2.644654 1.936289 2.5910956 2.5420201 0.441666 0.9669833
#> [2,] 0.6846641 2.745634 25.647079 2.4251496 0.5776066 1.548222 0.5566348
#> [3,] 1.1268936 1.789283 3.236047 0.9385065 1.2327495 1.884470 2.4865205
#> [,293] [,294] [,295] [,296] [,297] [,298] [,299]
#> [1,] 0.6608183 1.561344 2.1646648 1.2770985 1.774199 2.2562329 2.528305
#> [2,] 0.7752676 1.338663 0.5655763 0.8888394 2.164163 0.5600419 1.864558
#> [3,] 1.0600812 1.757936 4.8350478 10.4112259 7.409388 1.9125040 3.218920
#> [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 11.900254 1.926403 1.7222689 8.257637 2.0450071 1.6036248
#> [2,] 1.234758 1.832191 0.6698718 1.178457 0.9449866 0.6723730
#> [3,] 1.451928 0.538410 2.0157720 1.251757 0.8344409 0.9654135
#>
#> , , 8
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 2.081359 3.2738689 5.0680672 1.032137 1.152958 1.222579 5.036266 3.429392
#> [2,] 1.039905 2.0750385 0.8846713 0.906157 14.107387 1.271608 2.363426 3.391777
#> [3,] 6.891342 0.6875618 3.8102692 4.352144 1.500811 1.395020 1.704099 8.980785
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 5.317841 3.871069 3.725407 2.264437 1.302847 4.444726 11.8085993
#> [2,] 2.354597 7.365070 1.776632 1.724697 3.543911 1.593101 0.7269569
#> [3,] 1.483238 3.294239 19.537485 15.535143 35.089070 21.060422 7.6247712
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23]
#> [1,] 7.693729 3.271760 1.076916 1.503323 1.080898 0.5963132 0.9286659 2.583128
#> [2,] 1.100939 1.259632 2.293849 1.004541 3.504782 1.1755825 2.5795624 2.392195
#> [3,] 3.363867 6.096153 3.081462 7.348817 2.649690 1.4403344 5.0873227 2.440544
#> [,24] [,25] [,26] [,27] [,28] [,29] [,30] [,31]
#> [1,] 1.613708 1.157424 1.871877 2.853669 5.9887109 1.5878545 3.224899 1.4300305
#> [2,] 1.676466 1.161885 2.947026 2.601828 1.6562331 1.3046837 3.284022 0.9820419
#> [3,] 3.627093 2.411146 1.781620 1.220954 0.4996194 0.5251827 0.474598 3.9358040
#> [,32] [,33] [,34] [,35] [,36] [,37] [,38] [,39]
#> [1,] 1.637568 10.876720 1.880522 1.586876 0.924927 0.4977991 0.6771742 2.083657
#> [2,] 2.063239 2.715194 2.380818 3.131406 1.203387 3.3554204 0.4133875 1.688807
#> [3,] 5.623798 4.785783 4.732621 1.946096 5.350285 0.7871567 1.5174260 1.235650
#> [,40] [,41] [,42] [,43] [,44] [,45] [,46]
#> [1,] 1.098626 1.4474025 1.8511295 1.408562 4.668693 3.6933828 0.6561281
#> [2,] 1.934283 0.9804845 0.6731192 1.375232 2.102715 0.6427399 4.3654814
#> [3,] 6.212087 4.8112395 9.5827503 2.023540 4.016029 1.0115942 1.2282791
#> [,47] [,48] [,49] [,50] [,51] [,52] [,53]
#> [1,] 11.7811223 2.2127232 2.071517 31.316945 1.1364282 2.6814453 1.3812104
#> [2,] 0.6021341 0.7320422 2.544955 2.023345 2.2349506 2.3229166 0.8660602
#> [3,] 6.5382658 3.4749059 3.961215 5.776182 0.9425443 0.9804892 3.2245326
#> [,54] [,55] [,56] [,57] [,58] [,59] [,60]
#> [1,] 3.542500 0.8682013 4.8343058 1.495350 0.3823893 0.6685731 2.2761791
#> [2,] 1.712094 3.0746874 0.4863458 2.213527 0.9911382 0.7363077 2.1798046
#> [3,] 1.345178 4.5306285 7.2454798 4.896710 2.8667095 6.2821421 0.8587011
#> [,61] [,62] [,63] [,64] [,65] [,66] [,67]
#> [1,] 1.252011 0.5167365 4.1717032 1.943168 3.761127 1.379447 1.995827
#> [2,] 3.938408 1.5506469 1.4599251 1.025209 2.552592 6.767855 1.480796
#> [3,] 1.092134 17.2633288 0.9331906 19.094633 2.316129 0.544213 2.602385
#> [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 3.381382 1.434328 0.7233146 0.9946297 5.708565 21.894373 1.385511
#> [2,] 1.640085 2.129075 4.0739452 1.5503205 3.066527 3.058668 1.534974
#> [3,] 0.573848 16.014202 35.2450883 2.1711861 2.277726 1.191617 6.782377
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81]
#> [1,] 1.728414 3.526455 0.4835604 1.782173 0.8901872 1.707832 1.352402
#> [2,] 2.524009 2.491524 1.1044272 6.708138 1.1285204 6.455413 6.769968
#> [3,] 2.569405 18.179528 0.8765364 1.353537 0.5517657 2.106720 1.333515
#> [,82] [,83] [,84] [,85] [,86] [,87] [,88] [,89]
#> [1,] 2.5827156 1.386935 6.949845 2.879784 5.523343 1.313157 0.8537374 2.794169
#> [2,] 0.8742754 2.428785 2.217735 2.365220 2.172040 1.726291 2.8711231 2.158972
#> [3,] 5.1782869 8.542122 2.194313 1.513641 1.857884 2.987639 1.3409565 1.562599
#> [,90] [,91] [,92] [,93] [,94] [,95] [,96]
#> [1,] 2.0475101 2.2518097 2.700037 2.145454 2.3080739 2.197827 2.5339199
#> [2,] 5.0626201 0.6696977 3.003500 1.673888 0.7793488 1.228211 2.1467837
#> [3,] 0.7807329 3.2596978 3.339066 1.402133 3.0290662 3.512489 0.7288642
#> [,97] [,98] [,99] [,100] [,101] [,102] [,103]
#> [1,] 1.541142 1.500228 1.821947 6.4649473 0.7674271 0.9918282 3.3047972
#> [2,] 4.365149 1.710802 1.150291 0.4636088 1.2676158 1.7153000 2.0964203
#> [3,] 2.616635 2.869928 2.205442 7.0440231 2.7874185 14.6639755 0.5159358
#> [,104] [,105] [,106] [,107] [,108] [,109] [,110]
#> [1,] 1.0635285 0.4977713 1.476450 1.0818257 2.645812 13.674087 15.980739
#> [2,] 2.3330123 1.7222580 7.450172 0.8203154 1.681426 1.897191 1.641617
#> [3,] 0.7547786 1.0264400 1.291861 0.8790604 2.191120 5.533809 3.277429
#> [,111] [,112] [,113] [,114] [,115] [,116] [,117]
#> [1,] 5.270286 0.5635104 0.7696571 0.4633067 0.6440207 4.688481 5.065639
#> [2,] 1.926736 3.3109429 1.0131259 2.1751210 2.4894216 1.312868 1.154007
#> [3,] 1.678225 1.5135337 1.2821750 0.7149725 1.2696829 1.680113 3.023696
#> [,118] [,119] [,120] [,121] [,122] [,123] [,124]
#> [1,] 0.4823987 6.808610 0.7818839 0.6505373 0.7345855 0.6163264 0.7997216
#> [2,] 4.9710023 2.396749 1.7139649 2.3696569 1.1658616 1.4577402 6.3847426
#> [3,] 2.7620854 5.556671 1.6340851 2.7853363 1.4366479 0.5560068 3.4947670
#> [,125] [,126] [,127] [,128] [,129] [,130] [,131]
#> [1,] 1.2309945 2.592451 0.3128683 3.1061927 4.5478351 1.884543 0.556348
#> [2,] 0.8107878 1.125419 2.3787124 0.9854926 0.7776711 1.758730 1.576319
#> [3,] 0.6436280 2.466862 1.7334509 4.8833102 0.9074620 16.925949 1.812050
#> [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,] 2.0004551 25.169607 0.7918411 1.8599957 4.289240 1.553036 3.0215880
#> [2,] 0.4869411 2.557431 6.3731548 1.0934711 2.789783 4.559098 2.3642658
#> [3,] 1.5397806 1.830133 10.0761467 0.7724668 1.982790 2.761531 0.7985875
#> [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146]
#> [1,] 0.5171887 1.654617 11.5788935 3.119051 1.503316 1.148274 1.586569 1.801373
#> [2,] 1.0432508 1.031427 0.7947061 2.839434 1.919346 5.196599 3.062040 3.449308
#> [3,] 1.4291220 4.302167 1.7331295 6.386509 2.729197 1.305442 2.024837 2.717399
#> [,147] [,148] [,149] [,150] [,151] [,152] [,153]
#> [1,] 1.022490 7.2525377 9.5871391 3.892458 1.070004 0.7660775 0.6592691
#> [2,] 3.369196 0.7329501 0.8869018 0.654089 2.949256 0.5128187 1.8958091
#> [3,] 6.245006 1.2224075 8.6886678 10.892362 2.285807 1.7749165 2.6695831
#> [,154] [,155] [,156] [,157] [,158] [,159] [,160]
#> [1,] 0.3619032 0.5784566 1.9752766 5.769765 3.675814 1.964023 1.5748788
#> [2,] 4.4325052 2.3245970 0.9149712 3.386320 4.549267 2.048409 0.5706774
#> [3,] 4.9867525 1.0588391 3.8162281 2.918848 1.278481 2.200902 2.0783652
#> [,161] [,162] [,163] [,164] [,165] [,166] [,167]
#> [1,] 1.245836 4.354314 0.5753663 2.631436 2.9163386 3.771873 1.134332
#> [2,] 1.924870 2.936793 3.8153792 1.863372 11.4977736 1.973825 1.403857
#> [3,] 0.671074 0.591195 6.7902972 14.436325 0.7700999 1.066783 1.936408
#> [,168] [,169] [,170] [,171] [,172] [,173] [,174]
#> [1,] 1.6390158 1.0787586 2.0200348 1.203970 2.476276 0.5838783 1.0664201
#> [2,] 0.9181306 4.1316913 0.9785437 1.893956 1.368886 1.2561851 1.4423435
#> [3,] 0.9401603 0.9789613 1.3417026 1.232138 7.282652 0.4982472 0.7802856
#> [,175] [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 0.898893 1.244144 3.251367 2.873293 1.309463 8.807656 1.3085915 1.111682
#> [2,] 1.321205 5.218655 2.154786 1.693510 1.641863 2.144771 2.6024230 2.653046
#> [3,] 2.044207 1.584758 8.192740 1.614933 0.889163 1.108383 0.9960787 1.397172
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189] [,190]
#> [1,] 4.662185 4.989084 1.369838 1.7050775 9.924468 1.214447 0.5553577 1.2615250
#> [2,] 3.711352 1.761123 2.590830 0.6413591 6.603217 1.588992 1.0686485 3.6362049
#> [3,] 5.876827 2.175330 5.565561 1.3521702 2.682888 1.608335 0.4761007 0.8933158
#> [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 1.4120384 1.9051407 1.6864920 4.2510513 1.928455 2.035055 0.9233712
#> [2,] 0.9541966 2.0886614 0.9656587 0.9365535 1.855900 2.206827 3.2341741
#> [3,] 8.2586424 0.6534779 2.5822373 3.1189544 1.039104 2.563967 0.7129192
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 1.390226 6.5941983 2.0876450 1.7876493 2.970089 0.9623686 1.179860
#> [2,] 1.204814 0.7568956 0.7518414 0.9416951 1.919140 2.3865712 1.976812
#> [3,] 2.332661 4.5519632 63.7400923 0.9327757 3.376770 2.8773899 1.452018
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211]
#> [1,] 0.9094475 1.7225063 2.192233 3.298950 4.924692 17.684773 3.791843
#> [2,] 2.5656646 0.5324132 2.768983 1.921107 6.055769 2.146470 2.952418
#> [3,] 1.6721429 0.6539912 2.781643 5.183810 0.665337 2.732623 5.011127
#> [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,] 2.1665245 2.344917 29.226632 9.176103 8.241712 1.3270076 7.2328783
#> [2,] 0.6156936 3.360582 1.190824 1.664274 2.705847 0.8556981 5.8893486
#> [3,] 1.4838211 6.673624 18.332480 4.033062 3.312491 85.9997430 0.7092637
#> [,219] [,220] [,221] [,222] [,223] [,224] [,225]
#> [1,] 2.328151 1.5759448 2.976791 5.1016043 0.8749712 2.4018073 4.1230058
#> [2,] 1.648360 0.8350284 7.806867 0.6355308 1.0592694 0.5958702 0.7899396
#> [3,] 6.792988 5.2896275 3.914747 8.5876207 2.0479065 0.8002565 1.1276057
#> [,226] [,227] [,228] [,229] [,230] [,231] [,232]
#> [1,] 1.570618 0.5768175 1.9637165 1.639276 3.6140772 18.8041197 0.6358399
#> [2,] 3.218758 1.3852946 2.5055575 2.126106 1.3640915 5.6404609 2.5779682
#> [3,] 5.116606 3.3030693 0.6698536 1.747838 0.7065618 0.9266096 9.0059812
#> [,233] [,234] [,235] [,236] [,237] [,238] [,239]
#> [1,] 5.189142 1.656712 0.9530882 0.4389878 4.8813904 1.505728 8.209298
#> [2,] 20.888057 1.617541 6.7540757 2.2309215 0.6263659 2.667240 1.424115
#> [3,] 1.138727 1.751327 3.2613525 0.8256811 4.4419685 1.098646 2.491028
#> [,240] [,241] [,242] [,243] [,244] [,245] [,246]
#> [1,] 2.1856388 1.4744034 2.7082002 1.294097 11.014484 3.869493 1.745861
#> [2,] 0.5341608 0.8193886 0.4534733 5.012240 1.531655 2.183329 13.842532
#> [3,] 0.8505902 1.1756571 0.8148543 9.163204 4.423090 1.681608 1.199780
#> [,247] [,248] [,249] [,250] [,251] [,252] [,253] [,254]
#> [1,] 0.4855429 5.817289 2.443995 9.483654 7.4673580 0.6223508 0.944528 1.123728
#> [2,] 6.4927484 2.811474 3.242050 2.055842 0.8017573 2.4461767 2.741567 1.641849
#> [3,] 1.5115749 5.471309 4.652329 1.553717 2.5143815 1.3130254 1.046205 1.996702
#> [,255] [,256] [,257] [,258] [,259] [,260] [,261] [,262]
#> [1,] 1.283050 1.5941698 1.830439 1.926913 1.433208 6.9619381 3.747162 9.843370
#> [2,] 1.645458 1.6480494 6.976185 0.952898 1.827223 0.8765948 8.970336 2.904950
#> [3,] 1.194175 0.4333681 1.246487 2.283287 2.434870 5.7513803 1.508561 3.213378
#> [,263] [,264] [,265] [,266] [,267] [,268] [,269]
#> [1,] 4.0307535 0.7294898 2.588172 2.610597 0.7090186 18.6368852 0.9783666
#> [2,] 4.9631610 4.4042817 1.345753 5.913737 1.7540766 7.0662411 1.8907416
#> [3,] 0.6140644 0.6274763 3.638221 1.163630 2.5592265 0.5631747 1.1216301
#> [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277]
#> [1,] 2.016188 1.8576564 3.844138 2.305063 1.742175 1.0551724 4.495563 3.547636
#> [2,] 3.661210 1.3127936 1.511065 1.295839 2.831256 1.9439263 1.765800 1.888108
#> [3,] 3.155714 0.8237115 1.424573 1.197814 2.900657 0.3381104 1.259279 1.582503
#> [,278] [,279] [,280] [,281] [,282] [,283] [,284]
#> [1,] 2.946149 1.0785303 3.080698 1.7197568 1.179047 4.5025011 2.046147
#> [2,] 1.942890 3.0208153 1.808697 5.9911245 1.081350 1.0865500 1.810062
#> [3,] 2.961747 0.8130286 17.332539 0.4947172 1.475318 0.6074452 9.894752
#> [,285] [,286] [,287] [,288] [,289] [,290] [,291]
#> [1,] 1.403951 1.8076180 5.5455287 0.7695398 12.8283829 2.679323 0.5121029
#> [2,] 2.066682 9.8394311 2.7599776 2.4996356 1.3861331 1.378220 3.4920823
#> [3,] 1.714142 0.6038269 0.9223107 0.9998743 0.4734079 3.522957 0.4495578
#> [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 1.209674 0.4981873 2.616942 5.253539 0.7236459 4.833475 1.6853141
#> [2,] 1.304867 2.0531524 1.372737 1.208228 1.0064128 2.052384 23.4064776
#> [3,] 4.274950 1.0686721 8.905447 3.121540 16.2409994 1.277459 0.9948698
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 4.419399 19.912010 4.09548 4.1544341 2.5277019 1.2432628 3.985973
#> [2,] 0.646693 3.664698 2.33416 0.7998662 0.7640585 1.3269511 2.709345
#> [3,] 1.651863 2.141400 2.98889 2.5907135 0.9341215 0.3176201 1.163765
#>
#> , , 9
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 5.322788 2.8225061 2.116799 5.857647 1.441678 1.741098 2.248154 10.960754
#> [2,] 1.661903 2.1983039 1.582602 4.599076 6.793944 1.651560 2.683734 1.170377
#> [3,] 4.256177 0.7408774 5.221243 1.500331 3.855790 2.383652 2.482992 3.010148
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 3.163540 12.188426 13.3037903 5.942039 1.839603 2.824919 1.829021
#> [2,] 2.934274 2.645809 0.7776884 1.961646 3.846759 1.694818 1.815057
#> [3,] 4.432397 1.643797 3.9105201 33.289404 17.249021 207.170820 7.015921
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 10.018162 8.432031 1.509934 0.7653511 2.499591 6.1064083 0.9763296
#> [2,] 10.908416 2.018973 1.613928 8.1089501 3.648237 0.9830807 3.3573967
#> [3,] 3.501033 3.254775 2.399504 19.6397346 2.288642 8.6332813 2.5311266
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 5.065996 10.125504 0.4621502 0.7907994 2.728481 1.5973820 1.1388177
#> [2,] 2.104443 8.418650 1.6202303 2.2283492 2.020942 0.9446787 1.4141050
#> [3,] 4.811908 3.523868 2.1680589 4.9182618 25.079671 3.8913328 0.5673331
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 2.859256 3.770831 5.6299265 2.452703 2.239670 1.020986 1.5647373
#> [2,] 3.759369 1.556938 0.9054293 1.509989 3.308677 10.773840 2.8241074
#> [3,] 2.612198 2.513560 0.8292347 2.381878 6.908571 4.001815 0.8200525
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 2.040275 1.731091 1.134503 2.5394497 2.6067830 1.810272 4.868631
#> [2,] 17.923924 2.557443 4.779852 0.8123608 0.9162625 1.825294 2.515545
#> [3,] 1.634222 2.087802 4.249500 12.2659946 9.5088624 2.786733 1.584511
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] 2.4636756 2.852445 1.9740170 1.152484 5.636693 1.223805 1.1037548 1.083200
#> [2,] 0.9130157 3.539284 0.7110816 2.859240 2.165244 3.065092 0.6468529 2.901497
#> [3,] 1.7607189 5.869775 0.7415625 1.373620 5.027030 1.704702 6.4619674 3.808121
#> [,52] [,53] [,54] [,55] [,56] [,57] [,58]
#> [1,] 1.212073 4.534135 2.3073602 2.723894 4.426330 1.080994 0.6435456
#> [2,] 3.519949 2.010569 0.9004477 2.934291 2.876930 4.647476 1.0778011
#> [3,] 2.635123 3.033168 2.3486637 5.110290 6.544142 3.637854 17.2673430
#> [,59] [,60] [,61] [,62] [,63] [,64] [,65]
#> [1,] 0.8232684 3.216883 1.3572074 3.010388 3.9367756 0.7587915 1.923265
#> [2,] 1.0476798 1.603057 0.9714624 3.479567 0.7294802 2.2514102 1.228044
#> [3,] 0.7514258 4.354752 3.6085355 5.615518 0.7570933 1.5038195 0.732680
#> [,66] [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 2.6789917 0.656875 3.925458 4.7069567 2.231426 0.8070309 5.1859049
#> [2,] 3.8463706 2.159834 1.192497 4.5657002 1.348672 3.7765573 2.3812533
#> [3,] 0.3591203 1.769507 1.385675 0.7186707 8.302355 7.8501874 0.7342923
#> [,73] [,74] [,75] [,76] [,77] [,78] [,79]
#> [1,] 12.0221408 1.488755 2.2737150 0.9802605 0.7716799 0.9847611 1.7836677
#> [2,] 4.7050779 1.278319 1.9880715 4.1784657 1.5610055 29.0030159 11.5057355
#> [3,] 0.4324331 4.529303 0.8001791 17.7198877 0.8630670 0.5491612 0.8470803
#> [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,] 98.646588 1.143377 9.9880324 1.6220593 11.412902 0.5282907 3.9177537
#> [2,] 1.264639 2.356844 2.3071872 0.5855574 1.523527 0.7259905 3.7860536
#> [3,] 2.155177 1.135749 0.9668675 7.9782108 1.540142 1.7532951 0.6792473
#> [,87] [,88] [,89] [,90] [,91] [,92] [,93]
#> [1,] 1.258061 0.6944595 1.067014 4.270191 2.133721 1.1488098 5.760143
#> [2,] 11.458238 2.1455522 2.491308 3.500113 3.456956 3.9273784 2.535308
#> [3,] 3.048388 2.1883219 7.847927 1.695562 2.570479 0.7100547 2.714485
#> [,94] [,95] [,96] [,97] [,98] [,99] [,100]
#> [1,] 0.6600040 1.605502 3.5745988 0.4824481 0.4774197 3.279011 4.644727
#> [2,] 4.5187804 2.582521 0.9054545 1.5920020 3.1662958 1.282906 1.628935
#> [3,] 0.8053168 2.461233 1.0257661 2.1859140 3.3093681 2.225212 8.082517
#> [,101] [,102] [,103] [,104] [,105] [,106] [,107]
#> [1,] 1.0963192 0.6698325 1.666222 2.7129112 3.580264 0.6340387 0.8843485
#> [2,] 0.9346396 0.8680698 2.444779 1.4148518 1.421181 1.4272068 12.5421290
#> [3,] 0.9706678 4.5591073 4.922868 0.5758743 1.120232 7.1070567 0.7821172
#> [,108] [,109] [,110] [,111] [,112] [,113] [,114]
#> [1,] 1.618420 36.061917 49.756898 1.646272 0.6890206 12.906907 1.056390
#> [2,] 2.834977 3.655155 1.029265 1.461065 1.4906311 3.390257 1.246818
#> [3,] 2.098942 1.411178 1.621342 1.648572 1.4718061 4.467733 5.269773
#> [,115] [,116] [,117] [,118] [,119] [,120] [,121] [,122]
#> [1,] 3.343298 1.621686 1.285539 0.7980993 1.5238852 1.770016 1.7813457 1.762872
#> [2,] 1.320542 2.044079 1.108963 0.9831846 0.5102356 1.580748 0.5925572 2.792381
#> [3,] 1.745225 1.613761 1.260903 1.7938977 1.8410253 1.584129 3.0223222 4.378725
#> [,123] [,124] [,125] [,126] [,127] [,128] [,129] [,130]
#> [1,] 6.534085 11.016774 2.103473 2.894936 2.808251 1.337668 4.295745 0.7194206
#> [2,] 1.514839 2.967006 2.233292 1.899538 2.023267 3.128687 1.621746 1.3194298
#> [3,] 4.972756 1.118333 2.033100 15.876185 5.813909 2.125026 1.292358 0.8189943
#> [,131] [,132] [,133] [,134] [,135] [,136] [,137]
#> [1,] 0.686409 17.772462 1.063475 4.2607889 17.897763 0.6068931 7.585650
#> [2,] 5.774062 2.082161 1.439562 0.7803286 32.953391 7.4002160 1.596111
#> [3,] 1.782431 1.269632 2.835647 0.4804991 4.323013 3.5522483 1.554693
#> [,138] [,139] [,140] [,141] [,142] [,143] [,144]
#> [1,] 9.783327 1.9635849 3.2251195 2.460298 3.901862 3.465036 5.177232
#> [2,] 4.524131 0.9516472 6.0037309 0.746073 2.368513 1.450025 1.335538
#> [3,] 1.079795 1.6623433 0.6499005 2.818458 17.208262 3.204817 10.513949
#> [,145] [,146] [,147] [,148] [,149] [,150] [,151]
#> [1,] 2.660160 2.434996 4.692214 3.6734908 602.447135 2.402373 2.185934
#> [2,] 1.821970 1.313663 1.921065 0.9376348 3.643659 14.453354 8.836369
#> [3,] 6.515507 2.259612 4.074763 1.1665145 6.579485 3.671938 4.078570
#> [,152] [,153] [,154] [,155] [,156] [,157] [,158] [,159]
#> [1,] 0.5982912 3.038790 1.192306 1.1666522 6.630854 4.145178 1.1052839 1.222063
#> [2,] 7.2559877 3.799045 1.573686 0.7350595 1.876346 2.324635 2.1687383 3.639400
#> [3,] 2.5538505 1.103173 0.876607 1.5126674 1.325683 2.031603 0.4455284 3.427347
#> [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167]
#> [1,] 4.943013 0.7998018 1.980117 1.5402084 2.272744 1.770534 1.173993 0.8967270
#> [2,] 4.481097 2.3391843 1.951117 0.7402534 1.789006 6.484311 3.185494 2.0705795
#> [3,] 2.249513 2.3708561 3.376305 3.8693803 2.315745 8.483663 1.638653 0.8084609
#> [,168] [,169] [,170] [,171] [,172] [,173] [,174]
#> [1,] 0.9392300 4.5117865 2.3335816 3.867072 5.408419 3.191914 0.7857298
#> [2,] 16.8413778 0.9789108 2.0959236 1.751751 2.361078 2.397188 1.4515872
#> [3,] 0.5422567 4.8743248 0.9796581 1.058263 2.518664 2.809525 1.4911305
#> [,175] [,176] [,177] [,178] [,179] [,180] [,181] [,182]
#> [1,] 1.581159 1.121207 3.329433 1.549853 0.5116429 7.937315 2.002040 0.6836206
#> [2,] 6.685414 2.458620 8.424211 3.388039 0.8995159 5.681328 1.488186 2.2350546
#> [3,] 2.766475 1.975606 1.154978 3.252849 1.1938720 1.809942 3.975424 12.0207316
#> [,183] [,184] [,185] [,186] [,187] [,188] [,189]
#> [1,] 0.9508562 13.285636 0.8902291 7.1273210 1.782302 0.475304 2.0461070
#> [2,] 0.5633845 1.090838 2.6334255 0.4541446 4.249350 1.072595 3.6005529
#> [3,] 0.4521643 1.101749 1.1939666 2.1425624 1.267625 1.143678 0.7072407
#> [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197]
#> [1,] 4.032514 3.757670 1.7687864 1.519639 6.599099 0.388662 1.311512 28.028004
#> [2,] 1.074857 1.055599 0.8946058 1.762168 1.021156 5.128220 4.200255 1.910717
#> [3,] 11.586427 2.397664 1.0994590 1.932923 1.276121 1.866780 3.792165 1.842025
#> [,198] [,199] [,200] [,201] [,202] [,203] [,204]
#> [1,] 1.880088 0.6738819 1.1390884 0.8616112 0.9440228 0.7122980 0.9554072
#> [2,] 3.137200 0.5408958 0.9797041 1.4556520 19.5985943 0.4586344 0.5051711
#> [3,] 1.842290 12.8374897 5.1472081 0.6587240 0.8728757 1.4165046 5.3445713
#> [,205] [,206] [,207] [,208] [,209] [,210] [,211] [,212]
#> [1,] 0.647840 1.376203 0.7777796 4.5079881 0.632985 1.327602 2.321980 7.125721
#> [2,] 1.706195 3.329102 1.5392926 0.8663195 1.354386 2.037871 1.770041 1.061167
#> [3,] 3.195208 1.218679 1.5518279 6.2054718 1.398861 2.034880 1.159552 1.745146
#> [,213] [,214] [,215] [,216] [,217] [,218] [,219]
#> [1,] 3.483048 16.121315 2.773759 5.623837 2.060734 0.6053739 8.4325559
#> [2,] 1.815005 3.238647 1.848511 2.888048 1.800185 1.8760086 0.3475308
#> [3,] 1.869182 0.785562 1.909309 7.153526 2.210415 1.7724485 12.8173480
#> [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227]
#> [1,] 4.8055695 7.259570 7.767899 5.285221 3.020247 2.234705 1.179230 2.155548
#> [2,] 3.0600877 3.861934 2.843894 3.448499 1.157230 1.654914 1.494321 2.121794
#> [3,] 0.8935285 2.311801 7.965752 1.346969 3.306957 1.307746 2.801543 1.443616
#> [,228] [,229] [,230] [,231] [,232] [,233] [,234]
#> [1,] 0.5490236 0.8965026 1.758057 0.5703384 4.942695 2.691977 0.5818874
#> [2,] 15.8059231 0.4309372 2.407795 3.7453016 3.674223 1.674137 1.9826214
#> [3,] 1.1932492 1.8017079 1.219623 0.7148807 3.136992 2.146577 1.6491091
#> [,235] [,236] [,237] [,238] [,239] [,240] [,241]
#> [1,] 0.4332493 2.2653913 7.319794 14.863749 2.249535 1.202747 2.521198
#> [2,] 2.3032669 0.8125689 2.377276 7.724751 4.612059 1.985854 1.314986
#> [3,] 1.3235668 0.8319772 0.809868 1.866649 0.896824 1.331382 8.209528
#> [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,] 3.1445214 4.206479 97.8726894 3.430388 2.014130 1.431062 6.518050
#> [2,] 0.5384711 1.772601 1.7397788 2.263484 1.733825 1.405400 0.525385
#> [3,] 4.1484834 1.183404 0.7899621 6.382779 2.173500 2.318488 3.138969
#> [,249] [,250] [,251] [,252] [,253] [,254] [,255]
#> [1,] 0.5197779 19.3171132 0.9452011 1.837134 1.166901 1.060911 7.105068
#> [2,] 8.0562199 3.4676308 0.6264241 2.971146 1.836812 4.783591 2.604426
#> [3,] 6.5219986 0.8562684 1.6047248 7.171703 3.408540 3.931721 2.928405
#> [,256] [,257] [,258] [,259] [,260] [,261] [,262]
#> [1,] 0.8945785 0.5321692 1.3684671 1.677243 8.2662835 3.808098 1.747223
#> [2,] 1.4641081 1.2454765 1.5449126 3.063313 0.9587329 12.189755 2.886628
#> [3,] 5.0627154 1.1332060 0.8860311 1.277902 1.5932223 1.455156 1.635074
#> [,263] [,264] [,265] [,266] [,267] [,268] [,269]
#> [1,] 4.105502 3.9250565 1.811648 3.428866 0.8097432 11.917519 4.6436462
#> [2,] 2.557766 0.8232698 3.692215 1.672487 1.0988767 1.284707 0.9666940
#> [3,] 2.639426 3.3446425 3.106575 1.150674 2.1046163 7.952775 0.6828016
#> [,270] [,271] [,272] [,273] [,274] [,275] [,276]
#> [1,] 0.7165746 5.455935 4.8486316 2.965133 1.170474 3.589154 5.848303
#> [2,] 0.8470830 11.849019 0.8191688 2.602286 2.138642 1.350721 1.728498
#> [3,] 0.5064179 2.568769 3.8380485 3.631398 2.304079 1.282461 1.740966
#> [,277] [,278] [,279] [,280] [,281] [,282] [,283]
#> [1,] 0.4414005 3.1715076 2.321205 4.7917544 1.876589 1.5035364 1.478510
#> [2,] 2.7179994 0.9074875 0.722263 2.1765425 2.054482 0.7701984 1.700002
#> [3,] 1.9333440 0.6583897 6.441568 0.7699123 1.231000 1.6361702 1.162608
#> [,284] [,285] [,286] [,287] [,288] [,289] [,290] [,291]
#> [1,] 1.206139 3.664821 0.7275621 3.574127 1.115626 5.901576 1.2911668 2.060902
#> [2,] 2.787017 1.856858 1.5281307 6.748614 2.024090 3.199561 0.8365281 2.413733
#> [3,] 7.524460 1.848548 5.4598053 1.328330 2.451269 3.101071 6.0179352 5.059021
#> [,292] [,293] [,294] [,295] [,296] [,297] [,298] [,299]
#> [1,] 2.072826 1.243940 2.373232 3.7969691 8.160534 1.8770576 3.449766 2.7058656
#> [2,] 2.724822 2.854947 1.936932 0.6074039 1.310354 0.7570416 1.773401 0.5009547
#> [3,] 5.976341 3.177783 4.433176 1.8064145 6.454317 2.9033327 2.578723 3.0071829
#> [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 10.4954296 5.083231 1.506708 1.6731385 0.6197532 17.3372177
#> [2,] 1.1737578 4.322139 19.396353 0.5156291 1.2680364 0.5926188
#> [3,] 0.6964393 3.827542 1.301958 16.0819007 0.8709273 2.3741218
#>
#> , , 10
#>
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 19.08394 7.580897 2.595548 6.747398 2.207189 4.684794 14.074826 7.8359074
#> [2,] 5.32461 5.394164 1.956127 1.918573 1.838196 2.636340 1.749041 0.6873175
#> [3,] 11.81079 4.825661 1.860333 9.262606 3.579668 4.526218 11.795064 6.8362189
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 5.841357 6.341227 3.948842 6.9094445 0.5380512 1.4739110 2.484572
#> [2,] 1.180579 2.238188 3.826371 0.3933177 7.6052342 0.6414804 1.592504
#> [3,] 3.338182 2.637732 3.665812 25.4841000 95.4289061 109.2425332 8.882151
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 2.675553 4.189483 1.003904 2.371583 4.403303 0.5549386 1.993930
#> [2,] 1.442863 1.737989 15.398530 1.265158 1.617679 3.0064183 3.297855
#> [3,] 1.942284 15.142570 5.820117 5.200410 2.839279 3.9167895 2.087213
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29] [,30]
#> [1,] 0.6938251 11.945768 0.837394 2.288586 7.0481931 3.547896 2.577928 2.194458
#> [2,] 2.2799875 4.721667 1.532777 1.737032 1.0479652 1.376362 2.036793 6.009058
#> [3,] 7.0794162 4.054955 7.186855 1.845644 0.4787183 1.423210 1.835895 2.036440
#> [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 3.400561 0.388821 3.037525 2.586043 12.8270946 3.4981646 2.121351
#> [2,] 1.328808 1.538021 3.085964 3.882507 0.7753564 0.8080904 4.873398
#> [3,] 4.087219 1.700671 2.595762 3.807665 4.0572459 10.8238822 4.302005
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44]
#> [1,] 0.7016578 3.8333829 6.100663 0.7970183 6.984006 1.283145 36.1682959
#> [2,] 2.0560435 3.3485224 2.292873 1.3702984 10.650996 1.386651 1.7860672
#> [3,] 2.1949896 0.7084404 65.354953 4.1079057 4.704457 3.432880 0.7267913
#> [,45] [,46] [,47] [,48] [,49] [,50] [,51]
#> [1,] 3.7010847 1.1423694 0.8377876 12.6269343 10.432389 1.304798 3.839196
#> [2,] 0.9680579 5.0047162 6.0821326 0.9833845 5.540655 1.592390 1.372217
#> [3,] 1.9329561 0.9126985 5.5157195 12.3486566 4.145030 2.076782 4.588666
#> [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59]
#> [1,] 1.650198 6.016069 2.5895212 1.042896 1.163712 0.8151656 2.082072 1.311883
#> [2,] 1.736050 16.741149 0.6796032 1.805800 7.468200 0.5475231 3.143491 2.020155
#> [3,] 2.966747 1.653352 5.3553813 1.079818 5.361078 0.5442806 1.599952 3.779474
#> [,60] [,61] [,62] [,63] [,64] [,65] [,66] [,67]
#> [1,] 4.050092 6.4373448 2.6237506 2.145281 2.546626 2.253268 0.6754836 1.056064
#> [2,] 1.702096 2.7601270 0.4708583 2.519205 1.509795 4.269460 4.7209108 1.503660
#> [3,] 2.686622 0.7918875 5.9981914 1.824149 7.281859 1.085092 0.8478783 8.663590
#> [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,] 10.648047 1.1284407 2.159083 1.329005 24.106785 55.521500 1.769323
#> [2,] 1.087507 47.1068380 3.401923 12.423804 2.333718 2.142538 1.090169
#> [3,] 1.609943 0.7554025 3.922898 2.548324 1.604651 1.212839 2.707035
#> [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82]
#> [1,] 1.596174 0.8168963 4.547367 1.327088 7.7302802 4.452273 2.816283 5.4181721
#> [2,] 1.250711 1.5963935 1.883368 1.469896 2.9074691 6.426466 3.790775 0.8240278
#> [3,] 7.424013 4.3680356 1.461955 1.000357 0.6738687 2.190662 1.323529 1.4293544
#> [,83] [,84] [,85] [,86] [,87] [,88] [,89] [,90]
#> [1,] 2.1883854 3.387940 1.009400 2.7932485 3.954616 3.640468 4.264152 2.259477
#> [2,] 0.8491741 1.830542 1.103914 0.7145044 1.413672 1.033046 1.764841 5.030403
#> [3,] 0.5639029 2.892776 1.181440 3.8902102 2.818930 1.138769 2.843415 1.520035
#> [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,] 2.181702 12.3026460 1.599445 2.576724 2.955556 12.577669 1.029540 1.830376
#> [2,] 3.925782 2.7692918 1.664641 2.207423 1.113962 1.348116 0.828663 2.356743
#> [3,] 1.028452 0.7140123 1.010982 2.805951 1.997786 3.083352 6.963933 5.111761
#> [,99] [,100] [,101] [,102] [,103] [,104] [,105]
#> [1,] 0.652335 4.184625 1.241384 0.9360201 2.617289 1.4486497 0.5896439
#> [2,] 3.525161 1.650065 2.728011 2.2486586 2.316360 1.0084373 1.3864050
#> [3,] 2.457121 7.691612 3.509497 8.1765948 2.406273 0.8091594 3.9543597
#> [,106] [,107] [,108] [,109] [,110] [,111] [,112]
#> [1,] 0.5649393 3.157684 1.006794 84.424929 18.405948 0.8401083 0.6914605
#> [2,] 1.4891328 1.306405 1.658692 2.309913 2.471833 1.7028700 1.2176438
#> [3,] 2.6374017 2.477774 8.227930 4.461567 1.377812 1.3294863 0.5907922
#> [,113] [,114] [,115] [,116] [,117] [,118] [,119]
#> [1,] 3.520042 1.8861783 0.3519525 7.5128644 1.282739 0.8623402 2.0794583
#> [2,] 1.298113 0.5706622 2.7829715 0.6416771 2.076496 4.0127225 0.7629081
#> [3,] 0.729769 1.0296552 0.5906553 1.1863236 1.538863 1.2658532 1.4308185
#> [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127]
#> [1,] 0.5246468 2.894684 1.190541 1.9094988 1.339177 1.9668142 1.409714 1.759520
#> [2,] 2.0623393 1.026214 5.260636 2.2944128 0.764217 0.9845415 1.260464 1.351372
#> [3,] 4.2012979 3.939150 1.454178 0.5531837 8.464814 1.0828115 1.988712 3.398035
#> [,128] [,129] [,130] [,131] [,132] [,133] [,134]
#> [1,] 2.6029475 1.0930492 2.053616 0.8235309 4.255617 5.941420 7.2713190
#> [2,] 1.0771497 1.8693181 4.431936 1.7745195 2.141844 1.391405 2.0090478
#> [3,] 0.9144806 0.7794098 4.902095 0.4550824 3.740695 0.896415 0.8394801
#> [,135] [,136] [,137] [,138] [,139] [,140] [,141]
#> [1,] 1.814389 0.9956508 1.1083936 0.7697862 3.795073 1.403099 1.492901
#> [2,] 1.387617 1.4607182 2.8906244 0.8333708 7.388359 1.279603 2.200752
#> [3,] 1.389046 1.2970644 0.9593061 1.3624303 1.011711 10.595832 2.440981
#> [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,] 1.2706563 1.351199 5.059954 2.202126 3.090460 4.607897 3.4873507
#> [2,] 0.7793761 1.374120 2.772444 5.686599 1.338587 4.470491 0.7127323
#> [3,] 31.4609905 5.272808 1.906951 2.059209 3.490611 5.366334 1.0319684
#> [,149] [,150] [,151] [,152] [,153] [,154] [,155]
#> [1,] 7.0013370 120.702288 1.445813 1.139956 3.028448 0.8755577 14.723258
#> [2,] 0.7127144 1.263691 3.125971 3.507190 1.686905 2.0775455 1.114797
#> [3,] 3.8602565 2.107600 3.376404 1.562793 2.615514 4.4076593 1.376919
#> [,156] [,157] [,158] [,159] [,160] [,161] [,162]
#> [1,] 1.535228 6.698127 0.9685256 1.4696444 0.5432881 0.6131814 0.7946996
#> [2,] 4.376832 5.168830 1.5110164 1.9525613 0.6861861 0.9116549 1.3523320
#> [3,] 2.802634 2.889288 2.3389801 0.7375939 1.0356763 1.1922800 2.8706167
#> [,163] [,164] [,165] [,166] [,167] [,168] [,169]
#> [1,] 0.7754461 7.112351 1.244314 3.1179966 4.911609 3.024878 0.4744833
#> [2,] 3.3196561 1.885679 3.957667 2.1162673 2.191617 1.629738 2.4541015
#> [3,] 2.1294781 0.980053 4.277105 0.5106231 2.122089 1.803576 0.7843478
#> [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177]
#> [1,] 0.4219232 3.429293 1.833733 1.521596 3.787023 1.846878 1.703599 1.2269678
#> [2,] 1.5048670 12.850231 5.170201 1.570958 2.057440 3.110874 7.365932 1.9355280
#> [3,] 0.9165367 1.009662 1.067780 1.899736 1.494757 3.082288 1.349548 0.6873381
#> [,178] [,179] [,180] [,181] [,182] [,183] [,184] [,185]
#> [1,] 1.858389 2.018585 0.9707314 5.428399 0.8106038 1.663078 1.254377 8.8711264
#> [2,] 2.782155 1.215525 3.6323697 8.450669 0.8215300 3.263993 2.672153 2.7235234
#> [3,] 5.193943 1.469681 3.3790382 1.184753 0.9267676 1.934949 4.800791 0.8949295
#> [,186] [,187] [,188] [,189] [,190] [,191] [,192] [,193]
#> [1,] 1.389541 1.052063 0.6173979 2.5172843 1.316651 1.694653 1.926793 3.9438136
#> [2,] 1.091789 1.033774 1.2115661 0.8392576 1.588910 0.774400 1.252128 1.1543915
#> [3,] 1.862506 4.790683 0.6580476 3.1558701 1.781866 2.500237 1.121960 0.6305196
#> [,194] [,195] [,196] [,197] [,198] [,199] [,200]
#> [1,] 1.336838 3.689271 1.756631 1.551639 0.9384389 1.0625879 3.771762
#> [2,] 1.115285 6.176419 1.919424 1.959934 3.7602973 4.0337256 1.476328
#> [3,] 2.420190 1.263575 6.284916 16.732566 0.9492491 0.9825253 16.619444
#> [,201] [,202] [,203] [,204] [,205] [,206] [,207]
#> [1,] 0.8772155 2.7307087 0.6337297 2.376528 1.428129 0.4564676 2.514415
#> [2,] 1.5264125 2.2492807 7.2013182 5.419126 4.412613 0.7170137 1.093172
#> [3,] 1.0003412 0.5164566 1.2828216 1.577149 1.130992 6.2388475 1.058969
#> [,208] [,209] [,210] [,211] [,212] [,213] [,214]
#> [1,] 0.6974712 1.034839 2.958943 1.6547795 1.016549 1.357958 15.154606
#> [2,] 2.0266636 3.212234 1.121317 0.9915795 1.596212 3.552209 1.604498
#> [3,] 2.9307685 23.947169 1.938274 0.9733643 1.442668 2.240572 3.313252
#> [,215] [,216] [,217] [,218] [,219] [,220] [,221]
#> [1,] 5.0811539 11.972691 0.6541946 4.133462 2.5162226 2.2841981 0.4087150
#> [2,] 0.7225075 1.888507 0.8526004 1.134665 2.0215158 0.9347612 0.9770072
#> [3,] 1.2081171 2.635229 3.6305032 1.257966 0.9915906 4.9424012 8.2471263
#> [,222] [,223] [,224] [,225] [,226] [,227] [,228] [,229]
#> [1,] 3.969510 9.326970 1.153488 0.7834699 1.065772 1.034437 4.9978330 1.852422
#> [2,] 1.560626 1.546498 9.080529 0.3193897 1.255726 1.575119 0.9450194 1.692894
#> [3,] 2.967413 2.120934 1.195861 1.7553145 1.188800 10.899587 0.6567666 2.278929
#> [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237]
#> [1,] 0.8948132 1.9439940 1.042164 0.7459467 1.114228 2.189592 2.474518 1.822701
#> [2,] 2.3161844 5.1855487 1.643461 4.3355455 2.603458 2.937887 4.607258 1.374546
#> [3,] 1.6515209 0.8506471 1.439327 0.6082959 4.587386 1.493763 1.805772 1.887315
#> [,238] [,239] [,240] [,241] [,242] [,243] [,244] [,245]
#> [1,] 1.187448 1.082870 1.0894831 1.785552 13.304116 9.352988 25.166070 3.137106
#> [2,] 5.131847 1.366548 0.9068133 1.394436 1.828028 8.136670 1.840737 1.963469
#> [3,] 1.061251 1.451952 1.6091731 2.661431 1.379449 1.723536 1.563933 6.043085
#> [,246] [,247] [,248] [,249] [,250] [,251] [,252] [,253]
#> [1,] 4.0538157 1.219869 1.762392 1.641187 1.509830 2.656061 1.057555 2.0509379
#> [2,] 0.8796302 1.617158 1.892057 1.401853 2.747328 2.192670 2.050546 5.8700643
#> [3,] 1.3327433 2.414226 1.756782 1.717536 2.329970 1.187289 2.676296 0.7334396
#> [,254] [,255] [,256] [,257] [,258] [,259] [,260] [,261]
#> [1,] 1.012620 3.007804 1.3971717 5.094517 5.208307 0.8543825 2.382349 0.6357992
#> [2,] 2.401490 3.610045 0.4102035 2.485604 1.849545 7.2263098 3.396189 0.6780383
#> [3,] 4.437823 1.127745 2.2346381 2.253512 8.290495 1.1590756 4.336550 1.0653555
#> [,262] [,263] [,264] [,265] [,266] [,267] [,268] [,269]
#> [1,] 1.167595 1.223057 3.686363 1.323953 3.2675049 1.026904 2.617221 0.7100842
#> [2,] 6.045815 1.749093 1.800939 3.322184 0.5462641 1.876736 7.293048 0.9030364
#> [3,] 0.951358 16.490880 2.352015 1.056651 1.4480776 2.042438 5.056783 5.8503621
#> [,270] [,271] [,272] [,273] [,274] [,275] [,276]
#> [1,] 0.5779149 0.5053488 1.159373 0.8243442 2.172109 6.547053 2.8233367
#> [2,] 1.8591399 0.9106931 2.038958 0.5973472 2.116967 2.177422 0.4922698
#> [3,] 1.6841415 0.4215651 2.503743 3.2976497 1.933104 1.500155 0.6226929
#> [,277] [,278] [,279] [,280] [,281] [,282] [,283] [,284]
#> [1,] 1.857768 2.0170123 1.178090 2.864504 1.896545 0.8309842 1.257613 0.9251646
#> [2,] 3.586086 1.7672393 4.513210 1.737018 2.557938 1.8043978 3.981817 1.0944080
#> [3,] 4.454959 0.8071656 1.945154 4.913245 1.383830 1.2174520 1.700513 2.6812956
#> [,285] [,286] [,287] [,288] [,289] [,290] [,291]
#> [1,] 3.1070015 2.293087 1.472625 1.2465793 4.444808 1.835799 1.544431
#> [2,] 0.6616454 2.192952 2.282097 1.7802382 1.248337 1.612545 2.588068
#> [3,] 0.7337776 11.833362 1.059744 0.9696828 1.424844 3.555116 1.430112
#> [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,] 0.6124804 4.3635018 2.5602581 1.2559960 8.160114 2.812248 1.0880597
#> [2,] 1.9953077 1.4252789 0.7572898 0.5771479 1.961193 1.962479 0.7403347
#> [3,] 3.1383577 0.6971252 2.0885746 0.7366536 8.454664 19.237990 0.9764873
#> [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,] 3.029586 15.650368 2.295291 2.268875 3.8073167 0.6745744 1.972149
#> [2,] 1.185005 1.069463 3.547989 1.167448 1.1288885 2.6385319 3.137570
#> [3,] 4.355373 3.394777 1.257953 3.649095 0.4498872 1.1756247 2.041453
#>
#>
#> $df
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 3.000000 2.837555 2.597957 2.655159 2.881307 3.200341 3.200341 3.200341
#> [2,] 3.283831 3.350250 3.350250 3.294974 3.479974 3.479974 3.479974 3.290495
#> [3,] 3.016814 3.016814 3.016814 3.016814 3.027852 3.027852 3.303707 3.211295
#> [,9] [,10]
#> [1,] 3.200341 3.200341
#> [2,] 3.290495 3.394330
#> [3,] 3.287384 3.287384
#>
## ------------------------------------------------
## Method `specify_posterior_bsvar_t$get_last_draw`
## ------------------------------------------------
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
# run the burn-in
set.seed(123)
burn_in = estimate(specification, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
# estimate the model
posterior = estimate(burn_in, 10)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#> Gibbs sampler for the SVAR model |
#> with t-distributed structural skocks |
#> **************************************************|
#> Progress of the MCMC simulation for 10 draws
#> Every draw is saved via MCMC thinning
#> Press Esc to interrupt the computations
#> **************************************************|
## ------------------------------------------------
## Method `specify_posterior_bsvar_t$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$B # get the last draw of B
B_hat = diag((-1) * sign(diag(BB))) %*% BB # set negative diagonal elements
normalise_posterior(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()
#> [1] TRUE
## ------------------------------------------------
## Method `specify_posterior_bsvar_t$set_normalised`
## ------------------------------------------------
# This is an internal function that is run while executing normalise_posterior()
# Observe its working by analysing the workflow:
# upload data
data(us_fiscal_lsuw)
# specify the model and set seed
specification = specify_bsvar_t$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
normalise_posterior(posterior, B_hat) # draws in posterior are normalised
# check normalisation status afterwards
posterior$is_normalised()
#> [1] TRUE