Skip to contents

The class PosteriorBSVARSV contains posterior output and the specification including the last MCMC draw for the bsvar model with Stochastic Volatility heteroskedasticity. Note that due to the thinning of the MCMC output the starting value in element last_draw might not be equal to the last draw provided in element posterior.

Public fields

last_draw

an object of class BSVARSV with the last draw of the current MCMC run as the starting value to be passed to the continuation of the MCMC estimation using estimate().

posterior

a list containing Bayesian estimation output.

Methods


Method new()

Create a new posterior output PosteriorBSVARSV.

Usage

specify_posterior_bsvar_sv$new(specification_bsvar, posterior_bsvar)

Arguments

specification_bsvar

an object of class BSVARSV with the last draw of the current MCMC run as the starting value.

posterior_bsvar

a list containing Bayesian estimation output.

Returns

A posterior output PosteriorBSVARSV.


Method get_posterior()

Returns a list containing Bayesian estimation.

Usage

specify_posterior_bsvar_sv$get_posterior()

Examples

data(us_fiscal_lsuw)
specification  = specify_bsvar_sv$new(us_fiscal_lsuw)
set.seed(123)
estimate       = estimate(specification, 5, thin = 1)
estimate$get_posterior()


Method get_last_draw()

Returns an object of class BSVARSV with the last draw of the current MCMC run as the starting value to be passed to the continuation of the MCMC estimation using estimate().

Usage

specify_posterior_bsvar_sv$get_last_draw()

Examples

data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_sv$new(us_fiscal_lsuw, p = 4)
set.seed(123)

# run the burn-in
burn_in        = estimate(specification, 5, thin = 1)

# estimate the model
posterior      = estimate(burn_in, 5, thin = 1)


Method is_normalised()

Returns TRUE if the posterior has been normalised using normalise() and FALSE otherwise.

Usage

specify_posterior_bsvar_sv$is_normalised()

Examples

# upload data
data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_sv$new(us_fiscal_lsuw, p = 4)

# estimate the model
set.seed(123)
posterior      = estimate(specification, 5, thin = 1)

# check normalisation status beforehand
posterior$is_normalised()

# normalise the posterior
BB            = posterior$last_draw$starting_values$B      # get the last draw of B
B_hat         = diag((-1) * sign(diag(BB))) %*% BB         # set negative diagonal elements
posterior     = normalise(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.

Usage

specify_posterior_bsvar_sv$set_normalised(value)

Arguments

value

(optional) a logical value to be passed to indicator normalised.

Examples

# This is an internal function that is run while executing normalise()
# Observe its working by analysing the workflow:

# upload data
data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_sv$new(us_fiscal_lsuw, p = 4)

# estimate the model
set.seed(123)
posterior      = estimate(specification, 5, thin = 1)

# check normalisation status beforehand
posterior$is_normalised()

# normalise the posterior
BB            = posterior$last_draw$starting_values$B      # get the last draw of B
B_hat         = diag(sign(diag(BB))) %*% BB                # set positive diagonal elements
posterior     = normalise(posterior, B_hat)                # draws in posterior are normalised

# check normalisation status afterwards
posterior$is_normalised()


Method clone()

The objects of this class are cloneable with this method.

Usage

specify_posterior_bsvar_sv$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

Examples

# This is a function that is used within estimate()
data(us_fiscal_lsuw)
specification  = specify_bsvar_sv$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate       = estimate(specification, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-SV model              |
#>    Non-centred SV model is estimated              |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
class(estimate)
#> [1] "PosteriorBSVARSV" "R6"              


## ------------------------------------------------
## Method `specify_posterior_bsvar_sv$get_posterior`
## ------------------------------------------------

data(us_fiscal_lsuw)
specification  = specify_bsvar_sv$new(us_fiscal_lsuw)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate       = estimate(specification, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-SV model              |
#>    Non-centred SV model is estimated              |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
estimate$get_posterior()
#> $B
#> , , 1
#> 
#>            [,1]       [,2]     [,3]
#> [1,]  0.2017357 0.00000000  0.00000
#> [2,] -4.7435734 2.77703043  0.00000
#> [3,] -0.1142372 0.01124046 32.55152
#> 
#> , , 2
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1904148  0.000000  0.00000
#> [2,] -26.6407155 15.600403  0.00000
#> [3,]  -9.6763981  5.526183 92.33823
#> 
#> , , 3
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1862769  0.000000   0.0000
#> [2,] -32.8656710 19.227818   0.0000
#> [3,]  -8.7251686  4.955116 101.8963
#> 
#> , , 4
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1736436  0.000000   0.0000
#> [2,] -34.0702421 19.941168   0.0000
#> [3,]  -9.1004280  5.170923 102.9312
#> 
#> , , 5
#> 
#>             [,1]     [,2]     [,3]
#> [1,]   0.1826136  0.00000  0.00000
#> [2,] -31.4900368 18.44055  0.00000
#> [3,]  -6.8657870  3.85986 98.08877
#> 
#> 
#> $A
#> , , 1
#> 
#>             [,1]         [,2]       [,3]        [,4]
#> [1,]  1.31814282 -0.633147234 -0.3384735 -0.60709437
#> [2,]  0.38888570 -0.073809043 -0.3893293 -1.00908671
#> [3,] -0.01651199 -0.008639785  1.0215814 -0.06154981
#> 
#> , , 2
#> 
#>             [,1]        [,2]       [,3]       [,4]
#> [1,]  1.24016345 -0.61192798 -0.2409666 -0.4013115
#> [2,]  0.42844659 -0.10052151 -0.4241033 -1.1632427
#> [3,] -0.01874619 -0.01861827  1.0237273 -0.1666042
#> 
#> , , 3
#> 
#>             [,1]        [,2]       [,3]       [,4]
#> [1,]  1.22002618 -0.60955862 -0.2163826 -0.3865950
#> [2,]  0.49751969 -0.06331397 -0.5190563 -0.8599510
#> [3,] -0.02313416 -0.01345168  1.0276370 -0.1270522
#> 
#> , , 4
#> 
#>             [,1]        [,2]       [,3]       [,4]
#> [1,]  1.20336328 -0.61045414 -0.1902320 -0.3521078
#> [2,]  0.51083848 -0.03531461 -0.5243968 -0.4892201
#> [3,] -0.01939088 -0.01691878  1.0269899 -0.1298962
#> 
#> , , 5
#> 
#>             [,1]          [,2]       [,3]         [,4]
#> [1,]  1.19034758 -0.5801275945 -0.1772260 -0.071276750
#> [2,]  0.38624199 -0.0067995203 -0.3931712 -0.398793560
#> [3,] -0.01607288 -0.0006564911  1.0172580 -0.009288524
#> 
#> 
#> $hyper
#> , , 1
#> 
#>           [,1]       [,2]
#> [1,]  3.640683  0.7871306
#> [2,]  1.242972  0.8261574
#> [3,]  3.832633  1.0046379
#> [4,] 22.744042  9.5878776
#> [5,] 15.948480 15.1518971
#> [6,] 35.679556  9.6391714
#> [7,]  2.255322  0.6970697
#> 
#> , , 2
#> 
#>            [,1]       [,2]
#> [1,]   6.447645  0.9201673
#> [2,]   8.772750  0.2895678
#> [3,] 153.805255  0.8143154
#> [4,]  30.672541 10.7105716
#> [5,]  40.555856  6.3525523
#> [6,]  19.178013 11.1780193
#> [7,]   4.275513  1.3829089
#> 
#> , , 3
#> 
#>            [,1]      [,2]
#> [1,]   3.316379 0.9929367
#> [2,]  90.463873 0.4130320
#> [3,] 942.919613 0.7652317
#> [4,]  53.385871 8.9314964
#> [5,]  65.506002 5.1562174
#> [6,]  95.309500 5.8095681
#> [7,]   4.892386 0.8759371
#> 
#> , , 4
#> 
#>            [,1]       [,2]
#> [1,]   4.211477  0.6785074
#> [2,] 268.398881  0.5207108
#> [3,] 646.889412  0.7957574
#> [4,]  36.281827 11.2789873
#> [5,] 198.393541  7.3179176
#> [6,] 139.008061  6.9905625
#> [7,]   9.266353  0.8887400
#> 
#> , , 5
#> 
#>            [,1]      [,2]
#> [1,]   5.306839 0.2917943
#> [2,] 146.076561 0.5051980
#> [3,] 706.078985 0.5786017
#> [4,]  46.127061 5.5123866
#> [5,] 166.769630 5.7064026
#> [6,] 272.959542 8.7602060
#> [7,]  15.634968 0.7853759
#> 
#> 
#> $h
#> , , 1
#> 
#>            [,1]       [,2]         [,3]       [,4]        [,5]      [,6]
#> [1,]  1.0529561  0.7589131 -0.006995622  0.8716314 -0.36663381  0.735767
#> [2,] -0.0151962 -1.7778292 -1.201949869 -0.3340126 -0.04038194 -1.413829
#> [3,] -1.8997167  0.1550039  0.010157818 -2.1548112  0.44185807 -1.948320
#>            [,7]       [,8]      [,9]        [,10]      [,11]      [,12]
#> [1,]  0.4236351 -0.2490772  1.034462  0.006864026  1.1092739  0.7731053
#> [2,] -0.4457667 -0.2929632 -0.383422  1.125182064 -0.4571329 -1.2157859
#> [3,]  0.5590825  0.6717393 -1.197419 -0.310018591 -0.7863846 -0.6325620
#>            [,13]      [,14]      [,15]      [,16]      [,17]      [,18]
#> [1,] -0.09018121  1.0340599  0.1759342 -0.6056004  0.8567843  0.5964206
#> [2,]  0.40164079 -0.5701414 -1.0784073 -1.6242812 -1.6728282 -0.9157520
#> [3,] -0.64201955 -0.6241099 -0.1767923 -0.4929185  0.9401520 -1.0433997
#>           [,19]       [,20]      [,21]      [,22]      [,23]       [,24]
#> [1,] -0.3046186 -0.06137207  1.1466962  0.2581890  0.5138787  0.79385228
#> [2,] -0.4151468 -0.63560022 -0.1502029 -1.5056910 -1.2752536 -0.03737947
#> [3,]  0.1099590 -0.51203136 -0.8441820  0.8772173  1.0146851  2.03314322
#>           [,25]      [,26]      [,27]      [,28]      [,29]      [,30]
#> [1,]  0.3898124 -1.2121099  0.4067609  1.4403474 -1.0999248  2.0492946
#> [2,] -0.7995100 -1.2343984 -0.3052496 -1.5642191  1.1045215  0.4732564
#> [3,] -1.4480009  0.2905054  0.7088898 -0.7442167  0.1144301 -0.7561242
#>             [,31]      [,32]      [,33]      [,34]     [,35]      [,36]
#> [1,] -0.009496038  0.2011082  1.0017681  0.7071590 1.6967621  0.1632949
#> [2,]  0.056947585 -0.1770522 -0.3224687  0.5785126 0.5454691 -0.8866422
#> [3,] -1.034721818  0.2648999  0.6705104 -0.1277346 0.1196280  0.2102184
#>           [,37]      [,38]      [,39]        [,40]       [,41]      [,42]
#> [1,]  1.8273937  0.8652450  0.5171248  0.369463274 -0.02281654  1.4670573
#> [2,] -2.0294985 -0.2986602 -1.0474063 -0.006932904 -0.63538436 -0.9752371
#> [3,]  0.7687946 -1.3879202 -0.7307659 -0.063044333 -0.08083323  0.5673549
#>           [,43]     [,44]      [,45]       [,46]      [,47]       [,48]
#> [1,]  0.8510091 0.5270289 0.05281835  0.05063755  1.7656022 -0.69242926
#> [2,] -1.7249126 0.6383410 0.44571064 -1.75589450 -0.2525055  0.47463229
#> [3,] -0.6921529 0.5287427 1.36152888  0.11077462 -1.0300425 -0.08018213
#>            [,49]      [,50]      [,51]      [,52]     [,53]      [,54]
#> [1,]  0.29385458  2.0260594  0.2368624  0.4634230 1.5676466 -0.1930877
#> [2,]  0.05873307 -0.5196208 -0.6354739 -1.1615931 0.3223807 -0.4194815
#> [3,] -0.67017606  0.9961590 -0.5412737  0.8067052 1.0226561  1.2177703
#>           [,55]      [,56]      [,57]      [,58]      [,59]      [,60]
#> [1,]  1.1051903  0.3150203  0.7182694 -0.5819887 -0.8047311  0.4984202
#> [2,] -1.5014270 -0.8271786 -1.6588702 -0.6748022 -0.7564614 -0.8741031
#> [3,] -0.6226835  0.2986396  0.2663551 -0.6017777  0.9908177  0.3056453
#>           [,61]      [,62]      [,63]     [,64]      [,65]      [,66]
#> [1,]  0.3289412  0.6389958  1.8842850  1.525828  0.4237769  1.1570687
#> [2,] -0.9490263 -0.3441095 -0.8302886 -1.181052 -0.2597005 -0.4747856
#> [3,] -0.2511067  1.1000586  1.2582279  1.005621 -2.4688587 -1.1948895
#>           [,67]      [,68]      [,69]      [,70]      [,71]      [,72]
#> [1,]  1.4142946 -0.4109241  0.4384856 -0.1645095  1.2533516 -0.7540347
#> [2,] -1.5993937  0.7455252 -0.4411611  0.8147287 -0.5679913 -1.5827536
#> [3,] -0.6674139  1.7448353 -0.7983531  2.4004070  0.5277467  0.4284791
#>           [,73]        [,74]      [,75]      [,76]       [,77]      [,78]
#> [1,]  0.8596377  0.005038197  0.6516901 -0.0248748  0.08310305  0.2499444
#> [2,] -1.3588135 -0.051993431 -0.2847152 -0.1821100 -1.24648278 -0.8418258
#> [3,] -1.1948877 -0.668261257 -1.8819172 -2.7104509 -1.60348485 -0.8349391
#>           [,79]       [,80]      [,81]      [,82]     [,83]     [,84]
#> [1,]  1.0033883  1.80191933  0.5401548  0.6788225  1.167181  1.367822
#> [2,]  0.2098903 -0.02435596 -0.1917959 -1.5012609  1.254148 -1.948163
#> [3,] -0.1047140  0.11604179 -1.9607557 -2.3768636 -1.841851 -1.492509
#>            [,85]      [,86]      [,87]      [,88]      [,89]      [,90]
#> [1,] -0.08995924  0.2580222  2.0998257  0.8515990  0.1375199 -0.2794937
#> [2,] -0.70328226 -0.2837468 -0.8690719  0.1600308  0.2762351 -0.7426383
#> [3,] -0.71643581 -0.7859618  0.3581097 -0.2243745 -0.0763540 -0.3716890
#>           [,91]      [,92]      [,93]       [,94]      [,95]      [,96]
#> [1,]  0.6716007  0.6476036  1.0010634  0.23527307 -1.0969528 -0.3507560
#> [2,]  0.8803739 -0.5771691 -0.9794736 -0.35786613  0.5883915 -2.3644448
#> [3,] -0.3619843 -1.9925648  2.4857776 -0.08545915  0.6949883 -0.2125037
#>           [,97]      [,98]      [,99]      [,100]     [,101]     [,102]
#> [1,] -0.2608139  0.8681233 0.09477164 -0.09250282  1.3747534 -0.2512388
#> [2,] -0.4332344 -1.3349945 0.41162593 -0.91056546 -0.4852057 -0.9963125
#> [3,] -0.6086662  0.0446052 0.33027339  0.75385141  1.1582306 -0.1634896
#>          [,103]      [,104]     [,105]     [,106]     [,107]     [,108]
#> [1,]  1.5477321  0.35574878  1.4582380  1.2031814 -0.1240015  2.1192396
#> [2,] -0.2085837 -0.70468303 -0.4349335 -1.2924109 -1.0247223 -0.5350820
#> [3,] -0.8177013  0.07636149 -1.6854298 -0.2531484 -0.1581051  0.3617156
#>          [,109]      [,110]     [,111]     [,112]     [,113]     [,114]
#> [1,]  1.2244755 -0.14474127  1.3385376  0.1871280  0.7448969  0.8747656
#> [2,] -0.9319063 -0.17764440 -0.5597023 -0.6028815 -1.3996332 -1.3788054
#> [3,] -0.1343554  0.02532471 -0.5598049 -0.6263598  0.5773029  0.5070416
#>            [,115]     [,116]      [,117]     [,118]     [,119]     [,120]
#> [1,]  1.978837137  0.1028316  0.04799662  0.5484840  0.8130680  0.2313447
#> [2,] -0.009836816 -1.7567708 -0.49188686 -0.3015721 -0.7258908 -0.8158315
#> [3,] -0.309188926  1.2335637  1.81233442  0.1388157  0.9397459  1.7942896
#>          [,121]      [,122]     [,123]    [,124]       [,125]     [,126]
#> [1,]  0.3796561  0.64031152  1.4819523 0.1755148 -0.009400578 -0.4223540
#> [2,] -1.8498237  0.28959101 -0.9457579 0.6657243 -1.926762563 -0.2041172
#> [3,] -1.4217632 -0.09684394  0.6523791 0.9000627  1.432665575  0.8598517
#>           [,127]    [,128]      [,129]    [,130]      [,131]      [,132]
#> [1,]  0.09540664 0.4808283 -0.38022082 0.6975432  0.56086911  1.14386965
#> [2,] -0.22970788 0.0311709 -0.48897489 1.5299685 -0.04517834 -1.77498620
#> [3,]  1.29152338 1.3300476  0.05267502 1.0824717 -1.11614364  0.01222096
#>          [,133]     [,134]      [,135]     [,136]     [,137]     [,138]
#> [1,] -0.9339577  0.2609810  0.04398475  1.7261694 -0.3438616  0.4327304
#> [2,] -0.4624738 -0.7670238 -1.22131555 -0.1469796 -1.0321084 -0.5985784
#> [3,] -0.6258209 -1.4213824 -0.12053463  1.1465400  0.4491166  0.1944899
#>         [,139]     [,140]     [,141]     [,142]     [,143]     [,144]    [,145]
#> [1,] 1.2840164  0.2000529 -0.1204233 -0.4281068  0.1811639  0.5932850 0.7735294
#> [2,] 0.8342658 -0.8302052 -0.5022103  0.2557788 -0.4054131  0.6252448 0.3695232
#> [3,] 0.9074371 -0.3063882  0.4897893  1.2621232  0.8829068 -0.1698074 1.2678836
#>          [,146]     [,147]     [,148]   [,149]     [,150]    [,151]      [,152]
#> [1,]  1.0636047  0.4535837  0.7560518 1.994399  0.1315692 1.5442353 -0.06269064
#> [2,] -1.6773744 -0.7446525 -1.6282280 0.284739 -0.4190083 0.6403135 -0.12881866
#> [3,]  0.4198349  0.4286825 -1.5584112 1.717152  0.3534297 0.1323608 -0.34454481
#>          [,153]      [,154]      [,155]     [,156]      [,157]    [,158]
#> [1,]  1.5099574 0.697855294  0.06455982  1.2363055 -0.09425728 1.2490299
#> [2,] -1.3075055 0.140536059  0.18958008 -2.0865140 -0.59672095 0.5038315
#> [3,] -0.6033003 0.008113499 -1.20634600  0.7060827  0.52483924 1.1299537
#>          [,159]     [,160]     [,161]     [,162]     [,163]    [,164]
#> [1,]  0.8437281  0.8484152 -0.1508650 -0.5384685 -0.4638436 0.7537463
#> [2,] -0.2567667 -1.7461389  0.3004158 -0.7378951 -1.1971246 0.2293315
#> [3,] -0.2568464 -0.7530703 -2.8327917  1.1543302 -1.6854332 1.0921505
#>          [,165]      [,166]     [,167]     [,168]     [,169]     [,170]
#> [1,]  1.2898735  0.57986827  1.1731255  1.7400129  2.8423702  1.3613295
#> [2,] -0.2037110  0.03568248 -0.4547016 -0.7118329 -1.5580001  1.7065180
#> [3,]  0.4039196 -0.10624341  1.3454836 -0.4387426  0.6543901 -0.1907645
#>           [,171]     [,172]     [,173]     [,174]    [,175]     [,176]
#> [1,] -0.29494007  0.9207484  1.8111829 -0.3127927  1.539518  0.6727288
#> [2,]  0.01130596 -0.1435472 -0.3792821 -1.0392134 -1.203846 -0.2022879
#> [3,]  1.48625460  0.8241376  0.2784699  0.4101553  0.796278 -1.0606355
#>          [,177]     [,178]     [,179]     [,180]     [,181]     [,182]
#> [1,]  1.2853162  0.6284722  1.1680455  0.6977137  0.4578769  0.9333582
#> [2,] -0.6128537 -0.5323943 -0.9534206  0.3630492 -1.4105287  0.1018507
#> [3,] -1.1858634  1.2789884 -1.8085067 -1.0485264 -1.9774144 -1.7392766
#>           [,183]      [,184]     [,185]     [,186]     [,187]      [,188]
#> [1,]  1.78328372  0.05833705  0.2938437  0.5852231  0.4863834  1.30799034
#> [2,] -0.83366435 -0.21137215 -1.8671434 -0.2635091 -0.8116899 -0.05701811
#> [3,]  0.03019125 -0.15146339 -1.6030097 -0.9876864 -1.2735316  0.77531497
#>          [,189]     [,190]     [,191]     [,192]       [,193]      [,194]
#> [1,]  0.7556252  0.8178192  0.2683398  1.2282181 -0.004224494  0.09747909
#> [2,] -0.6420536 -0.1927457 -2.4188682 -0.7518444 -0.507735922 -1.03060336
#> [3,]  1.2777081  0.2334668 -0.1215675 -0.1228608  0.083821161 -2.18812154
#>         [,195]     [,196]     [,197]     [,198]     [,199]     [,200]    [,201]
#> [1,] 2.3550455  1.0820586  1.2866141  0.5474970  0.2657775  1.0275204  1.077044
#> [2,] 1.1308199 -0.2380338 -1.9875767 -0.1675258  1.1177209 -1.3290960 -1.258639
#> [3,] 0.7079488 -0.5487191 -0.7748874 -0.6637089 -0.3333435  0.4472642 -1.048521
#>          [,202]      [,203]     [,204]     [,205]     [,206]    [,207]
#> [1,] -0.2566361  0.15062457 -0.2044361  0.7779462  0.1612012  1.247262
#> [2,] -0.1982137 -0.26130754 -0.1174790 -0.1354853 -1.9800492 -1.004399
#> [3,] -0.2959343 -0.09581499  0.4628039  0.2863229 -1.0454832 -0.632527
#>          [,208]     [,209]     [,210]     [,211]     [,212]     [,213]
#> [1,]  0.1610844 -0.5892243  1.5517144  0.6453467  0.6971858  0.8307445
#> [2,] -2.1744872 -1.5814046 -0.1863008  1.0179483 -0.1843726 -0.4778495
#> [3,]  0.1660179  0.6025667 -2.0020317 -1.5480600 -0.1803105 -0.1089910
#>          [,214]     [,215]     [,216]      [,217]     [,218]     [,219]
#> [1,]  0.7976898  0.4136830  0.2314685 -0.03709093 -0.5244048  1.2663450
#> [2,] -0.8420278 -0.5017378 -1.7283940  0.05561202 -0.9533760 -0.8936056
#> [3,] -0.7472454 -1.1288995 -0.7742073  0.89297555 -0.2509698 -1.2445265
#>         [,220]      [,221]    [,222]     [,223]     [,224]     [,225]
#> [1,] 0.2713684 -0.09678413  1.276848  1.4095261  0.4110911  0.7654213
#> [2,] 1.2023846 -0.78607729 -0.291361 -0.6596686 -1.6625005 -0.8186568
#> [3,] 1.3519058  0.77754111  1.127525  0.6731223  1.2006197  2.2058397
#>          [,226]     [,227]     [,228]     [,229]     [,230]     [,231]
#> [1,]  0.1254473  0.9123145  1.0965908 -0.6909948  1.8135889  0.6335049
#> [2,] -1.2097082 -0.2137371 -1.2813938 -1.2853822 -0.8006716 -1.4361507
#> [3,] -0.4551999  0.7461225  0.4470004  2.0774984  0.9059243 -0.1775372
#>          [,232]      [,233]      [,234]    [,235]     [,236]     [,237]
#> [1,]  0.6761036  0.37880455 -0.08378431 0.9698403  1.5300052  0.1301982
#> [2,] -0.8756445  0.08582265  0.57110897 0.4388831 -1.0995701  1.3375091
#> [3,] -0.2625183 -0.34244388  0.78794982 0.1185561 -0.5368229 -0.8009464
#>          [,238]     [,239]    [,240]      [,241]     [,242]    [,243]
#> [1,]  0.2986035  0.9185186 1.4993022  1.13031477  0.4586072 0.7892556
#> [2,] -1.0466982 -0.8464551 0.2008921 -0.88861394 -1.1178562 0.9901738
#> [3,] -0.2301866  0.9071603 0.8599111  0.02741932 -3.1584583 0.5884622
#>          [,244]      [,245]     [,246]     [,247]      [,248]     [,249]
#> [1,]  1.7704544  0.02916818  0.5614363 0.19323559  1.24306493  0.6670563
#> [2,] -0.8038874 -2.13442443 -1.1344959 0.30358623 -0.02513935 -0.4544788
#> [3,] -0.8507609 -0.54601483  1.1986941 0.04564953 -0.49066511 -0.1578412
#>          [,250]     [,251]     [,252]     [,253]     [,254]     [,255]
#> [1,]  0.3376068  1.1354001 -0.1567973 -0.2231524  0.8340772  0.5868029
#> [2,] -0.9259598 -0.9845469 -1.0990687 -0.3086764 -1.9207663  0.7248210
#> [3,]  2.7559251  0.6362764  1.0969536  0.5858631 -1.0299558 -2.1574048
#>           [,256]      [,257]      [,258]     [,259]     [,260]     [,261]
#> [1,] -0.05403656 -0.66803187  0.06952632  0.7394470  1.4967844 -0.5296898
#> [2,] -0.33230491  0.03551649 -0.31100028 -0.7546106 -0.9472812  0.6384135
#> [3,]  0.99237654 -0.53742537 -1.49461885  1.2224347  0.6910693  0.6601803
#>          [,262]     [,263]     [,264]     [,265]       [,266]    [,267]
#> [1,] 0.38075590  0.1712114  1.7142155  0.8665100  1.005028540 2.4501944
#> [2,] 0.04723233 -1.1969610  0.3561651 -0.9103582 -0.008395409 0.9605824
#> [3,] 0.53576784  0.8237901 -1.7849887 -0.9218629  1.350877636 1.2892388
#>          [,268]      [,269]     [,270]     [,271]     [,272]      [,273]
#> [1,]  1.4157731 -0.45012687  0.3558885  2.0582540  0.9858874 -0.01774853
#> [2,] -1.9585240  0.05398752 -0.4834001 -1.2456068 -0.5542793 -0.78765012
#> [3,]  0.9365684  1.89179868  0.2592537 -0.4831218  0.5315679  0.03446291
#>          [,274]     [,275]      [,276]     [,277]     [,278]     [,279]
#> [1,]  0.1621090  0.7472830 -0.34852227 -0.1531011  0.3903117  0.1457144
#> [2,]  0.3713561 -1.1068703  0.08965368  0.4736039 -0.7498836 -1.6421506
#> [3,] -0.1564601  0.6902419 -0.73036348 -1.6941961 -0.5013499  0.6264651
#>         [,280]    [,281]     [,282]      [,283]    [,284]     [,285]     [,286]
#> [1,] 1.1941116 1.1471796  0.1220621  2.02975081  1.048077  0.1882129 -0.3338658
#> [2,] 0.5902009 0.1403121 -0.2367849 -0.35342780 -1.452941 -0.3809821 -0.8483318
#> [3,] 1.3063522 0.5384326  1.1171194 -0.06472577 -1.071806  0.4243880  0.1446801
#>          [,287]    [,288]     [,289]     [,290]    [,291]      [,292]
#> [1,] -0.3616905  1.896180  0.6392963  1.9708049  1.772599  0.42602770
#> [2,] -0.7307331  1.125832 -2.8007718 -0.3146072 -1.747484 -0.06080985
#> [3,] -0.2228702 -1.970369 -0.7347754  0.5781640 -1.175746 -0.45268394
#>          [,293]     [,294]    [,295]     [,296]     [,297]     [,298]
#> [1,] -0.2066235  0.2930655  1.072975  1.1205693  1.1627980  0.6452483
#> [2,]  0.1750201  0.2976861 -1.268890 -0.4513222  0.1689482 -1.5947400
#> [3,]  0.6822437 -0.8335870 -1.366268 -1.0207004 -1.0853946  1.6726834
#>          [,299]      [,300]     [,301]     [,302]      [,303]     [,304]
#> [1,]  0.7727647  0.92743588  0.7875802  1.4228628  0.21644104  0.3927750
#> [2,] -0.1205959  0.02809372 -0.1325821  0.1935351 -1.38324164 -0.4963243
#> [3,]  0.1266169 -0.39398984 -0.8615284 -0.8232075 -0.03459059  0.3026115
#>          [,305]      [,306]      [,307]     [,308]      [,309]     [,310]
#> [1,]  1.0920593 0.739618707 -0.01401983  1.1655368  1.17994586 -0.7762898
#> [2,] -0.9586644 0.986704187 -0.69321815 -0.1936835 -2.18396469 -1.3409685
#> [3,] -1.6389166 0.002541841  1.73455001  0.8833255 -0.03293504  1.2396815
#>         [,311]      [,312]
#> [1,] 0.5013084  1.54769934
#> [2,] 0.9041735 -0.77010675
#> [3,] 0.9442284 -0.06567664
#> 
#> , , 2
#> 
#>            [,1]       [,2]       [,3]       [,4]       [,5]       [,6]
#> [1,] -0.7599341  0.5405654  0.2944699 -0.2761435 -2.5830098  1.1208391
#> [2,] -0.3834963  1.0519121 -0.1564395 -0.1801750 -0.5140495 -1.0431383
#> [3,]  0.0942766 -0.5816123 -0.2463617 -0.5383078 -1.5432348 -0.8971112
#>           [,7]       [,8]       [,9]       [,10]      [,11]      [,12]
#> [1,] 0.2606294 -0.5191771  2.3995389 -1.03317226 -0.4899275  0.2464712
#> [2,] 1.7087013  1.0689276 -0.2888567 -1.06122155 -1.2923224 -0.3165440
#> [3,] 0.8414857 -0.4146504  0.6834388 -0.08846154  0.7223601 -0.3309002
#>            [,13]      [,14]       [,15]      [,16]         [,17]      [,18]
#> [1,]  1.84879121  0.7806871 0.002862304 -0.5190558 -0.2710278989 -0.1077870
#> [2,]  0.08321753 -0.5378921 0.568843733  0.7814111  0.0007596546  0.7786968
#> [3,] -0.61604600 -1.0098362 0.351938185 -1.3398794  0.0049037102 -1.5557733
#>           [,19]       [,20]     [,21]     [,22]      [,23]        [,24]
#> [1,] -0.9558618 -2.59616888 0.1289612 0.9137882  0.2272454 -0.137658670
#> [2,]  0.7281116 -0.88825864 0.2568134 0.7140187  1.2242548  0.838991995
#> [3,] -0.8964147 -0.02355616 1.1687726 1.5386236 -1.3008497  0.008148291
#>           [,25]      [,26]      [,27]      [,28]      [,29]      [,30]
#> [1,] -0.1567014 -1.0154046 -0.2494046 -0.9120760  0.1941725 -0.4902829
#> [2,]  0.1991144 -0.5661029 -0.4655476 -0.1448876  0.1354756  0.7462504
#> [3,] -0.3575880 -0.1077478  1.8279163 -0.3577337 -0.4310629  0.5076029
#>           [,31]      [,32]     [,33]    [,34]     [,35]     [,36]       [,37]
#> [1,] -0.3994545  0.7694530 -1.172546 1.950781 1.3648525 1.1923522  2.23845197
#> [2,]  0.5227987 -0.1709115 -1.780711 0.564280 0.5490873 0.7748654 -0.03548237
#> [3,] -0.4520106 -0.8971838  2.716516 2.578226 0.6945112 1.2040004  0.54988295
#>           [,38]      [,39]      [,40]      [,41]      [,42]     [,43]
#> [1,]  1.2555831  0.6967897  0.5567667 -1.2627393 -0.7332420 0.2151268
#> [2,] -0.7452555  0.4859604  0.6634396 -0.5956773 -1.0498673 1.0945957
#> [3,]  0.4512855 -0.6261461 -0.3785267  0.7033413 -0.1080169 0.3687616
#>            [,44]      [,45]     [,46]      [,47]       [,48]       [,49]
#> [1,] -0.05960290 0.01173539 0.8853685  0.4200221 -0.31219781 -1.26063098
#> [2,]  2.49479061 0.52847064 0.8003265 -0.6083678 -1.19413822 -0.06473821
#> [3,] -0.08297881 2.40567129 0.9327297  2.9922748  0.03730381  0.67192354
#>           [,50]     [,51]     [,52]      [,53]      [,54]      [,55]      [,56]
#> [1,] -1.2584585 0.8858300 -1.249767  1.1819841 -0.5489725 -1.0799039  1.3416189
#> [2,] -0.6925506 0.9030916  1.199204 -0.6758267 -0.3571872  0.6384436 -0.3318107
#> [3,] -2.3076397 0.4888668 -1.295781  1.7118999  1.3800969  0.4863524 -1.7538718
#>           [,57]      [,58]       [,59]      [,60]      [,61]     [,62]
#> [1,] -0.4170754 -0.8510938  0.03136817 -0.6956598 1.08946369 -1.148417
#> [2,] -0.0161367 -0.2861152 -1.68398582 -0.9783709 0.07945137 -1.919148
#> [3,]  0.6898608  0.4055705 -2.28468692 -0.9213225 0.94390195 -0.491442
#>           [,63]      [,64]      [,65]      [,66]      [,67]     [,68]
#> [1,] -1.8832936 -1.2167130  0.1502048  1.4229425  0.6292568 0.1953258
#> [2,]  0.7439273  0.6897847  1.6214965  0.2832868 -0.1458216 0.6137625
#> [3,] -3.3583812  1.0233181 -0.5939218 -0.3370390 -1.2872303 2.5499955
#>           [,69]    [,70]     [,71]      [,72]      [,73]      [,74]      [,75]
#> [1,] -0.2803827 1.148663 0.3402314  0.3795485  2.3156870  1.4721279 -0.7363025
#> [2,]  2.2225548 2.052486 1.1414724 -0.8001532  0.2912153  0.5717336  1.2190094
#> [3,]  1.2039200 1.421801 0.5205285  0.1277050 -0.1046792 -1.8483782  1.1042038
#>           [,76]      [,77]      [,78]      [,79]      [,80]      [,81]
#> [1,] -0.3162656 -1.5588658  0.9180976  1.4709618  0.5544213  0.8413991
#> [2,] -0.5386656 -0.6765736  0.5513883  0.4769441 -0.7773403  0.6600792
#> [3,]  3.6806757 -0.5939656 -0.6337999 -1.0029938 -0.7651966 -1.1609720
#>           [,82]      [,83]      [,84]     [,85]      [,86]      [,87]
#> [1,]  1.0892264 -1.4964147 -0.4752881 -1.169114  1.5836815 -0.2902206
#> [2,]  0.6625230  0.2484782  0.1166830 -1.818607 -0.9037300  1.7557854
#> [3,] -0.1649844  0.3849175 -0.4100749 -1.212683 -0.7828852 -0.7459456
#>           [,88]      [,89]     [,90]      [,91]      [,92]      [,93]
#> [1,] 0.04706484 0.02721397 -1.247192 -1.1171095 -0.6407992 -0.9598695
#> [2,] 0.54335119 0.61190385  0.297377  0.1374613 -1.2946857 -1.4806691
#> [3,] 1.05462600 0.11523702 -1.315393 -0.6671880  0.7887617 -0.4760301
#>           [,94]      [,95]        [,96]      [,97]     [,98]      [,99]
#> [1,] -0.6133944  0.5370764 -0.079256691  1.4852290 1.9829223  0.9897771
#> [2,] -2.4831082 -0.2497578 -0.007571169 -1.2129847 0.8015532 -0.3037926
#> [3,]  0.4877957 -0.3956074  0.983872682  0.1697302 0.1257211 -1.2518345
#>          [,100]       [,101]     [,102]     [,103]    [,104]     [,105]
#> [1,]  0.4171992  0.151405944  0.3277889  0.4478076  0.927523  0.1687518
#> [2,]  2.6306879  0.007346486 -0.9099520 -0.1876727 -1.334266 -0.4235451
#> [3,] -1.2194030 -0.507560222  0.1487953  0.1034135  1.488536  0.7546289
#>         [,106]    [,107]     [,108]     [,109]    [,110]     [,111]    [,112]
#> [1,] 0.1931091 0.2482131  0.8295137  1.2104119 0.3097103 -0.5138226 0.8556244
#> [2,] 1.7777245 0.2023797 -1.6046368 -0.7199219 1.0866468  0.2155450 0.2034541
#> [3,] 0.2134947 0.1486621 -0.1653137 -0.4634784 0.6010971 -1.0749395 1.3336916
#>           [,113]      [,114]     [,115]      [,116]    [,117]     [,118]
#> [1,]  0.39224996 -0.01285063  0.4130817 -0.03139408 -1.472032 -0.4966149
#> [2,] -0.06815615 -2.01254142 -0.1828815 -1.08969973 -1.288203 -0.6624720
#> [3,]  1.05761530 -0.56102485  1.9466001 -1.43468624 -2.085464  0.1288327
#>          [,119]     [,120]     [,121]       [,122]      [,123]    [,124]
#> [1,] -0.5133005 -0.2750442 -0.2489298 -2.196904463  0.34567673 0.3458796
#> [2,] -0.7683614  1.5015731 -1.2016421 -0.333295953 -1.17885622 0.1755966
#> [3,] -1.1410160 -0.7350747 -0.3831857 -0.008588186 -0.01173481 0.6394977
#>          [,125]      [,126]      [,127]     [,128]     [,129]     [,130]
#> [1,]  0.2702459 -0.51075451  1.44804644  0.6365822 -1.6261703 -0.6068686
#> [2,]  0.3484001 -0.29591373  1.18048425  1.9475650 -0.7482030  0.5158504
#> [3,] -0.4101387  0.08820644 -0.02184119 -0.3737411 -0.8904604  0.4724256
#>           [,131]     [,132]     [,133]     [,134]     [,135]     [,136]
#> [1,] -0.03644657  1.2094198  0.8367829  1.2061047 -0.5016165 -0.5742317
#> [2,]  1.16092159 -0.7934157 -1.2685122 -1.2406546 -0.0339004  1.4148178
#> [3,]  0.14359062  1.4329563  2.3449687 -0.1499951 -1.8306380 -1.1889569
#>          [,137]     [,138]     [,139]     [,140]     [,141]     [,142]
#> [1,]  0.2641845  0.3440398 -1.6272259 -0.6475329 -0.2355871  1.2731112
#> [2,]  1.2391756 -1.0992860  1.1594979 -0.5965377 -0.8892860 -0.9417409
#> [3,] -1.0805021 -0.2463903 -0.8596621  0.6031143 -0.5446015  0.4097863
#>           [,143]    [,144]    [,145]    [,146]     [,147]     [,148]
#> [1,]  1.89904384 0.4898456  1.457211  2.044013  1.6764993  0.5830184
#> [2,]  0.10986343 0.6513646 -1.049465  1.086788 -0.2875260  1.1346015
#> [3,] -0.04451837 0.2096449 -1.029346 -1.803635 -0.3075929 -1.0443339
#>           [,149]     [,150]     [,151]     [,152]     [,153]    [,154]
#> [1,] -0.04195465  2.0442302  1.0654688 -0.2131464 -0.3221326 0.8329199
#> [2,] -2.01474766 -0.5330405 -0.9435563  0.7074693 -0.5311496 1.7726570
#> [3,]  0.73964713  1.2295138  0.9541681  0.3170968  1.3281998 1.2864748
#>          [,155]     [,156]     [,157]     [,158]    [,159]    [,160]     [,161]
#> [1,]  0.3712611  0.8369848 -0.1760510  1.6444263 1.7051567 1.4544742  1.9670295
#> [2,]  0.8240936  1.3639894  0.4031413  0.7605542 0.2430450 0.1923291  0.2647734
#> [3,] -1.2198851 -0.6178058  0.9584241 -0.1532127 0.4976053 0.6459165 -0.8752443
#>           [,162]   [,163]     [,164]     [,165]     [,166]      [,167]
#> [1,]  2.57025697 1.195339  0.1028753  0.2241626 -1.1675953  0.05786548
#> [2,]  0.29685336 1.378705  0.2904757 -0.6783245 -0.1360173 -1.10185254
#> [3,] -0.06300501 1.016525 -0.2288480 -0.1494496  0.2109656 -1.74367381
#>           [,168]    [,169]      [,170]    [,171]    [,172]    [,173]     [,174]
#> [1,]  0.60831989 -1.224599  0.08975629 -1.179718 -1.336819 0.6158669  1.5071644
#> [2,] -0.08592279 -1.147766  1.23351752  1.566345  1.174317 0.4242088  0.1701727
#> [3,]  1.37319078 -0.421027 -0.76287402 -1.054612  0.400789 0.6015805 -0.1106965
#>          [,175]     [,176]     [,177]     [,178]       [,179]     [,180]
#> [1,] -1.0214391 -0.2858467 -0.2549492 -0.1834334 -0.801771632 -0.3924489
#> [2,] -0.3077608 -0.5835925 -1.8488776 -1.9337267  0.883819397  1.5561759
#> [3,]  0.6932441 -0.9627685 -0.1056365 -0.5954557  0.003380353  0.1536453
#>         [,181]     [,182]    [,183]     [,184]     [,185]     [,186]     [,187]
#> [1,] 1.6097148  1.2518674  0.690160 -0.8293919 -0.8095362  0.5778377  1.9070661
#> [2,] 2.0493328 -1.2308531 -1.529079 -0.1941340  0.6601298 -0.6173866  0.8020825
#> [3,] 0.1299954 -0.1958215  1.243971  0.5724123 -0.4382049  1.2365073 -1.4064665
#>         [,188]    [,189]    [,190]     [,191]    [,192]     [,193]     [,194]
#> [1,] 2.0648115 -0.738386 -1.046119 -0.5113478 1.9668513  0.1575743 -0.1948562
#> [2,] 0.7008912 -1.138007 -1.619479 -0.9505550 0.2355796  1.6658714  0.2104535
#> [3,] 1.5325319 -1.199099  1.180234 -0.2022420 0.5471558 -2.3530742 -0.8854476
#>         [,195]    [,196]     [,197]     [,198]      [,199]       [,200]
#> [1,] 0.7791635 0.6811544 -0.2872089  1.8298993  0.86301127  0.531664571
#> [2,] 0.7531722 0.2885215  1.2229860 -0.5684329 -1.80858425 -0.938890790
#> [3,] 0.6721747 0.1704196 -0.3951509  1.8398964 -0.02811879 -0.006186644
#>          [,201]      [,202]     [,203]     [,204]     [,205]     [,206]
#> [1,] -1.2588011 -1.59944389 -0.8348148 -1.0403013  0.4587187  2.7018787
#> [2,] -0.4893678 -0.85589955 -1.0709458 -0.6691089  1.5225941 -0.2828528
#> [3,]  0.6829805  0.07013584 -1.5309203  1.5787981 -0.5819758  0.1075578
#>          [,207]     [,208]      [,209]     [,210]     [,211]     [,212]
#> [1,] -0.8289705  0.5978508 -0.17448062 -0.5244038  1.1460197 -0.3037067
#> [2,]  0.2823814 -0.9092429  0.02925496  1.3222069  0.1498732 -0.9446981
#> [3,] -0.7102634 -0.4307320  1.27117821  0.3142746 -2.9358102 -0.4776672
#>          [,213]      [,214]     [,215]    [,216]    [,217]     [,218]
#> [1,]  0.5442530  0.47558383  0.7056554 2.1498139 1.2400683 -1.0529119
#> [2,] -0.2072395 -0.01358747 -0.2371643 0.8425653 1.3827967  3.0028529
#> [3,]  1.7080744 -2.25792996 -0.6483907 0.6746679 0.5198859 -0.3428727
#>          [,219]      [,220]     [,221]     [,222]      [,223]     [,224]
#> [1,]  0.2755311  2.94881896  1.5802312 -0.3755865  2.78768633  1.0106262
#> [2,] -0.3202334  0.03269414 -0.5529001 -0.4028117  0.02791179 -0.4334714
#> [3,] -0.3090286 -0.21564449 -1.7124723 -0.2062887 -0.04045963  0.9334484
#>          [,225]   [,226]     [,227]       [,228]     [,229]     [,230]
#> [1,]  0.6787471 1.129190  0.4969073 -0.003722601 -0.9095241 -0.1308808
#> [2,]  0.9800828 1.284262 -0.5754779  1.373145881 -0.5424683  0.1097035
#> [3,] -1.2115701 1.867916  2.2243893  0.303887854  0.2320571  0.7740755
#>          [,231]     [,232]      [,233]       [,234]     [,235]     [,236]
#> [1,]  0.9587535  1.2019598 -0.09451702 -0.738525039 -1.7568203 -0.1995384
#> [2,] -0.7528281 -0.9772171 -1.29548058  0.553978839 -0.7576041  1.8661202
#> [3,]  2.0387674 -0.2755404  0.55239553  0.006682381 -1.4853910 -1.4821633
#>          [,237]      [,238]      [,239]     [,240]     [,241]    [,242]
#> [1,] -0.3537827  0.69941006  0.27353025  1.7066242  1.6403539  1.120729
#> [2,]  0.6140022 -0.16904568 -0.80754651  0.7781698 -0.1745870 -1.060888
#> [3,] -0.3681029  0.06419688 -0.02070961 -0.4036912  0.4373172 -1.173968
#>          [,243]     [,244]     [,245]    [,246]     [,247]     [,248]
#> [1,] -0.6505317 -1.1814993 -1.1460237 0.6002265 -0.8934934 -0.7385542
#> [2,] -0.2870313 -0.7040748 -0.6694587 0.5664964  1.6523369 -0.3331131
#> [3,] -1.8673725 -1.1482463  0.8266957 0.2608772  0.9050409 -0.2647913
#>          [,249]     [,250]    [,251]    [,252]     [,253]      [,254]
#> [1,]  0.3049672 -0.9434311 0.1346178 0.3161725 -0.2516278 -0.03378328
#> [2,] -0.1673786  0.3687914 0.4017714 1.3514137 -0.2251635 -1.79406907
#> [3,]  0.6304587 -0.8120123 0.2839949 1.0029034 -1.1031998 -0.75871975
#>          [,255]     [,256]    [,257]     [,258]     [,259]     [,260]
#> [1,] -1.1960930  0.9335386 -1.400658 -1.0991492 -0.3139332 -2.0040623
#> [2,] -0.6168187 -2.1222763 -2.358605 -1.0640227 -0.6238729 -0.2828857
#> [3,] -0.1668713  1.0587296  1.746723 -0.7273804  0.5713888 -0.3717727
#>          [,261]     [,262]     [,263]    [,264]      [,265]      [,266]
#> [1,] -2.9793375 -2.1932852 -0.4369279 1.5400472 -0.06708823 -0.18840836
#> [2,] -0.9224875 -0.3720538 -1.3649099 0.3709996  1.04133870 -0.01403466
#> [3,] -0.1728595 -0.8397923 -0.7753137 0.8776969  1.84452568  0.50351199
#>           [,267]     [,268]    [,269]     [,270]     [,271]     [,272]
#> [1,]  0.09137067  0.2584005 1.0884407  0.8475097  1.0396642  1.0262731
#> [2,] -0.89051617 -1.5000382 0.5213534 -0.3888074 -1.1738032 -0.9967792
#> [3,]  0.38258585  1.7444631 1.5217012  0.1183682  0.3402243  1.8758870
#>          [,273]      [,274]     [,275]     [,276]      [,277]     [,278]
#> [1,] -0.9126295  0.02006697 0.08452945  1.5294923 -1.52312073  0.1134946
#> [2,] -1.4026339  1.05897224 0.25057904 -0.6590168 -0.03033898 -0.5973279
#> [3,] -0.4287835 -1.62667095 1.32750168  2.3432998  0.20866406  0.4282231
#>          [,279]     [,280]      [,281]     [,282]      [,283]     [,284]
#> [1,] -0.1834129  0.8786949  0.01595135 -0.3368869  0.97836977  1.0081811
#> [2,]  0.1244686  0.1742168 -0.63470358 -2.1411027 -0.06229602  0.8860065
#> [3,] -1.0176017 -1.0419742 -1.60519510 -0.5706132 -1.45453497 -1.7335569
#>         [,285]     [,286]     [,287]     [,288]     [,289]     [,290]
#> [1,] 1.4532402  1.8091117 -0.4226993  0.3521628 2.44698302  0.5699259
#> [2,] 1.6878049 -0.7169816  0.2131683  1.8390954 1.44231057 -0.4242390
#> [3,] 0.6861753 -2.1373808 -1.0783427 -1.5576961 0.02583634 -1.3587952
#>          [,291]     [,292]   [,293]   [,294]      [,295]      [,296]
#> [1,]  1.6717335  0.6568866 0.302884 1.294962  0.09925229 -0.29982101
#> [2,] -1.8485811 -1.4303459 1.255454 1.195980 -0.55517387 -0.08503808
#> [3,] -0.4870383  0.6999399 1.431581 1.030606 -1.25666876  1.27534869
#>           [,297]     [,298]     [,299]     [,300]     [,301]     [,302]
#> [1,]  0.08580604 -0.3933104 -2.1677811  0.1078278 -0.6298425  1.6903189
#> [2,] -0.24589543 -1.3007450 -0.7929269 -1.0498428 -0.2538086 -0.3029754
#> [3,] -0.21811024 -0.9854716  0.4617699  0.3256183 -0.7165655  1.6591886
#>         [,303]     [,304]     [,305]     [,306]     [,307]     [,308]
#> [1,] 0.3155529 -0.7980878  0.9207713 -1.8133352 -1.7388143 -2.3524416
#> [2,] 0.8938162  1.7495822  3.2969837  0.4746171  0.4948469  0.6142508
#> [3,] 0.2001828  0.7754224 -1.8734712 -1.6778849 -0.4168861 -0.4454508
#>          [,309]     [,310]      [,311]     [,312]
#> [1,] -0.6880627 -0.6704525 -1.15370815 -0.1845811
#> [2,]  1.1500789  0.1110897  0.50917475 -0.5018987
#> [3,]  0.4418177  0.5238320 -0.01531517 -1.1231410
#> 
#> , , 3
#> 
#>            [,1]      [,2]       [,3]       [,4]        [,5]       [,6]
#> [1,]  0.3198143 1.7618073  1.8561244 -1.0289476 -0.35742128 -0.8803598
#> [2,] -0.3525057 0.8854472 -0.2466364  0.4654284 -1.60604154 -0.1651840
#> [3,] -0.6560653 0.8108670  1.7735719  0.6614322  0.01492389 -0.8445605
#>            [,7]       [,8]       [,9]      [,10]      [,11]      [,12]
#> [1,]  0.8947566 -0.2194365  0.1033290  0.1769971 -0.2503706 -0.6401542
#> [2,]  0.8651376 -0.1746166 -0.9257606  1.3655160  2.2854829  0.3431133
#> [3,] -1.7541519  0.3834642  1.0868386 -0.2136640 -2.4445883 -0.6382313
#>           [,13]      [,14]       [,15]     [,16]     [,17]     [,18]     [,19]
#> [1,] -0.6741224 -0.6530704  0.46172844 0.7577887 0.6413800 0.1007992 0.4458427
#> [2,]  0.4578345  0.2577546  1.10383797 1.2142688 0.2301721 1.4605566 1.4587275
#> [3,] -0.3418177  0.8186217 -0.01382257 0.5917237 1.6085748 1.1398525 1.6203916
#>            [,20]      [,21]      [,22]      [,23]      [,24]     [,25]
#> [1,] -1.93810285 -1.1861661 -0.5743559 -0.3177424 -2.2770558 -1.039755
#> [2,]  0.05416948  0.1163653 -0.2776393  1.6645304  1.2129155  1.281246
#> [3,] -2.01371322 -0.5111592 -0.8825724  2.6999959 -0.6121045 -1.030721
#>            [,26]      [,27]      [,28]       [,29]     [,30]     [,31]
#> [1,] -1.60831677 -0.1501388  1.4394920 -0.42653466 0.7105673 1.9408111
#> [2,] -0.00815522  0.1098129  0.3916095  0.07006105 0.8620336 0.8013136
#> [3,]  2.55148285  0.3499484 -0.6645989  2.53463267 1.2337299 0.1070521
#>           [,32]      [,33]      [,34]      [,35]      [,36]     [,37]     [,38]
#> [1,]  1.4024002  0.8151815 -0.1820318 -0.7155834 -0.5707494 1.0293075  1.433346
#> [2,] -0.9729139 -0.5887049 -0.3864480  0.4444182  0.4165829 1.0679942 -1.451249
#> [3,] -0.8959435 -0.3366638 -1.9501635  1.1288142  0.3019258 0.9209832  1.050351
#>            [,39]     [,40]        [,41]      [,42]      [,43]      [,44]
#> [1,]  0.73185088 0.9533119 -0.103746449  0.1214502 -1.3518909 -1.4307280
#> [2,]  0.05222134 0.7276115  0.076545604 -0.8289836  0.1238148 -0.7889763
#> [3,] -0.24069917 1.9238774  0.001044056  1.0871595 -0.4201694  0.6093574
#>           [,45]      [,46]      [,47]       [,48]       [,49]      [,50]
#> [1,] -1.0692721 -0.1333156  0.1817407  0.08309033 -0.10652947  0.1444990
#> [2,]  0.8233748  0.9626143  1.8365476 -0.67500384 -0.07387537 -1.5129328
#> [3,] -1.5640930  0.8706823 -0.8897452 -1.38906302 -0.44148116  0.8458542
#>           [,51]       [,52]      [,53]      [,54]     [,55]      [,56]    [,57]
#> [1,] -0.2340009 -1.08860506 -1.2232161  0.3100404 -1.105500 -0.3027644 1.072935
#> [2,]  0.6926969 -0.68939329 -0.1980075 -0.5688904 -1.215700 -0.1244753 1.080046
#> [3,]  1.8961576 -0.09450747  0.8169255  0.1604657 -1.100909 -0.6650700 1.173857
#>           [,58]      [,59]      [,60]       [,61]     [,62]       [,63]
#> [1,]  1.0833663 -0.2454308  0.5951392 -0.03214658 0.1063452  0.62723454
#> [2,] -1.2208050 -0.3138732 -0.7036844  0.58778985 1.5424496  2.06227417
#> [3,] -0.2817094 -0.9847633  0.3797526  0.90622388 1.5566715 -0.07427015
#>           [,64]       [,65]      [,66]      [,67]      [,68]     [,69]
#> [1,] -0.3299324 -1.75801364 -2.4755904 -1.7585514 -0.1695160 -1.459519
#> [2,] -1.4793526 -1.54798103 -1.0231602 -0.3316034 -0.0139625 -0.403824
#> [3,] -1.2843001  0.08536876 -0.8849494 -1.0752846 -0.5319164 -2.227500
#>           [,70]      [,71]       [,72]       [,73]      [,74]      [,75]
#> [1,] -0.8379313 -0.8066256  0.87687579  0.17462237 -0.4305012 -1.7411506
#> [2,]  0.2962381 -1.5904187 -0.68168138 -0.01280606  1.3458541  0.7674013
#> [3,] -0.1100940  1.6510506  0.06445285  0.28797590  1.4063524 -0.2202406
#>           [,76]      [,77]      [,78]      [,79]      [,80]      [,81]
#> [1,] -0.8557894 -1.6254035 -1.2389692 -1.0756947  0.3123162  1.5868218
#> [2,] -0.4578273 -0.3018185 -0.6280051  0.1050041 -1.0079564 -2.4241688
#> [3,] -1.5776518 -1.6860077 -0.8329289  1.0394652 -0.8062015 -0.7025803
#>            [,82]      [,83]     [,84]      [,85]      [,86]       [,87]
#> [1,]  0.06439399  1.5322861 0.9525615  0.3788068 -0.3307903  1.21131795
#> [2,] -0.93271505 -0.4519727 0.8929472  0.4406723 -0.2412126  0.03413052
#> [3,]  0.56197841  0.9849458 1.3062852 -0.4263943  0.8079472 -0.95073750
#>          [,88]      [,89]      [,90]      [,91]      [,92]     [,93]      [,94]
#> [1,] 0.6002700 -0.5319738 -0.6722959 -0.6787585 -1.0337424 -1.180517  0.8939079
#> [2,] 0.6894354  0.6831485  0.3538956  0.3859526 -0.9306619 -1.128481  1.0495743
#> [3,] 0.5570112 -0.5348863  1.4629034  0.7964375 -0.5135014 -1.189358 -0.8872205
#>           [,95]     [,96]     [,97]     [,98]      [,99]     [,100]     [,101]
#> [1,] -0.4259835 0.7408742 0.7443652 1.3649013 -0.1879944  1.1419258  0.6540186
#> [2,]  0.8800755 0.7163372 2.4381790 0.5148823  0.8798791 -0.9676897 -1.1284279
#> [3,]  1.0995515 0.4718215 1.3792864 1.8230436  0.7029382  0.2500245  0.1404704
#>         [,102]     [,103]     [,104]     [,105]    [,106]    [,107]    [,108]
#> [1,] 0.1829661  0.2005360 -0.1867680 -0.1521432 0.1675124 1.7203335 0.5691479
#> [2,] 1.9298635  0.3663952 -0.6695395  1.5794508 2.2736791 1.7361754 1.3679887
#> [3,] 1.3890054 -1.4344032 -2.3583889 -0.6870623 0.5205114 0.6725014 0.9133033
#>         [,109]    [,110]     [,111]     [,112]     [,113]      [,114]
#> [1,]  1.301829 0.9201007  0.6757119 0.61587513  1.0089032  1.78815429
#> [2,]  1.336199 1.2258528  1.3028390 0.78550825 -0.3948624  1.62822731
#> [3,] -1.299782 0.9065827 -0.1648266 0.07242272 -1.4183280 -0.02892282
#>          [,115]     [,116]      [,117]     [,118]      [,119]      [,120]
#> [1,] -1.4672566 0.06231825 0.427670813 -0.4338567  0.90193988 -0.08387702
#> [2,] -0.4560560 0.27853963 0.109165756 -0.3721433 -0.86239834 -1.63632513
#> [3,] -0.6148622 1.89459744 0.001857818  1.2645064  0.09851784 -0.44774520
#>          [,121]     [,122]    [,123]      [,124]     [,125]     [,126]
#> [1,] -1.0572182  0.3138344 1.1852511 -0.42844703 -0.9332215 -0.9297046
#> [2,]  0.1098649  0.9161137 1.1310771 -1.13620701 -0.8164425 -0.1090348
#> [3,] -0.7688765 -1.2059876 0.3734966 -0.02903908 -1.6901889 -1.8379945
#>          [,127]     [,128]      [,129]     [,130]      [,131]     [,132]
#> [1,] -0.6044423 -0.5854860 -0.26099728 -0.6676194 -0.06268735  1.9370526
#> [2,] -0.3998108 -0.1242697  0.05719192  1.5401613  2.38978206 -0.6249525
#> [3,]  1.1396139  1.2863922 -0.31623060 -1.5741995  0.09382114  1.0869959
#>           [,133]    [,134]     [,135]      [,136]     [,137]     [,138]
#> [1,] -1.17458148 -1.641513 0.02076024 -0.42219728 -0.7290500 -0.2391604
#> [2,] -0.07880761  1.092633 0.60515540 -1.37289630  0.4015138  0.8241437
#> [3,]  0.57695365 -1.114757 0.26748359  0.04434923 -1.4193093 -1.2818533
#>          [,139]     [,140]     [,141]     [,142]      [,143]     [,144]
#> [1,] -1.1719388 -0.5763147 -0.4251238  0.4926374  1.59736940 -0.7277029
#> [2,]  0.7637229 -0.4146111 -1.4917459 -0.6884510  0.05920116 -1.3011890
#> [3,]  0.4338769 -1.7142508 -0.4769455 -0.8765102 -1.24919490 -1.4500152
#>          [,145]     [,146]     [,147]      [,148]     [,149]     [,150]
#> [1,]  1.4377066  1.5479132  1.2690703 -1.65178097  1.4795472  0.1329052
#> [2,] -0.5402047 -0.9364116 -0.4082557  0.05063039 -1.0581104  0.9930192
#> [3,]  0.8905550 -0.6471169  0.6914605 -0.95923165  0.6491509 -0.1225910
#>         [,151]     [,152]     [,153]     [,154]      [,155]     [,156]
#> [1,] 0.7413099  1.2813073  0.9278813  0.1299876  0.09384082 -0.8574010
#> [2,] 0.7507576  3.0851667 -0.7605820 -2.0638252 -1.59662353  1.1940567
#> [3,] 0.7291177 -0.7768321 -0.2811835 -0.1703592 -0.54463150 -0.5034982
#>         [,157]    [,158]       [,159]     [,160]    [,161]     [,162]
#> [1,] 0.7384088 1.0387606 -0.588909244 -1.3250828 -1.149987  0.1395300
#> [2,] 1.3388845 1.5392646  0.337438541 -0.3660808  1.290294  1.1446910
#> [3,] 0.7538881 0.4212192  0.008316612  0.1710381  1.904114 -0.1879616
#>           [,163]    [,164]     [,165]    [,166]     [,167]     [,168]
#> [1,] -0.03992113 0.5799672 -1.2989317 -1.275883 -1.6677391 -1.1300219
#> [2,]  0.37921339 0.8955534 -0.8926772  1.098493  0.2608753 -0.9151589
#> [3,] -0.87558706 0.6246131 -0.3093767 -0.849101  0.5202954  0.5567930
#>          [,169]     [,170]      [,171]     [,172]     [,173]    [,174]
#> [1,]  1.2587101  0.5773093 -1.12919273 -0.3305893 -1.7359171 -1.171680
#> [2,] -1.1434690 -0.6136646 -2.39416458 -0.9750890 -1.2637938 -1.784938
#> [3,]  0.2384761 -0.3827572 -0.09794448  0.7662324 -0.6325828  1.201713
#>          [,175]     [,176]        [,177]      [,178]     [,179]     [,180]
#> [1,]  0.7584924 -2.3143282 -1.0563226056 -0.02934862 -0.4672465  1.0779083
#> [2,] -1.2525021  0.2359636 -0.5369456405 -1.43345846 -0.2613545 -1.8349543
#> [3,]  2.7060213  1.2847273  0.0004062721  0.42608506 -0.2541864 -0.5332853
#>            [,181]    [,182]      [,183]     [,184]    [,185]     [,186]
#> [1,]  0.363562274 1.0333212  0.77885711 -0.1606482 0.6270100 -0.4521069
#> [2,] -0.004150447 0.4868325  1.06778286  1.2504202 1.2402010  0.9911588
#> [3,] -0.500063533 0.5935510 -0.02875958  1.8752924 0.3959592 -0.2864570
#>          [,187]    [,188]     [,189]     [,190]      [,191]     [,192]
#> [1,]  1.3870215 0.5279702 -0.7184628  0.8329502 -0.12017510 -0.5652743
#> [2,] -0.8093624 0.2226911 -0.5721699 -0.5368418 -0.09556692 -0.6372234
#> [3,] -1.4943885 0.8645692  0.9725768  1.4657891 -0.74399021  0.2207357
#>          [,193]     [,194]     [,195]      [,196]    [,197]   [,198]     [,199]
#> [1,] -0.4281214  0.8186483  1.3528705  1.96353133 0.8670372 1.146374  0.2500773
#> [2,] -0.3934942  0.1399041 -0.3881019 -0.09140492 0.8989542 2.033788  0.9971321
#> [3,]  0.8930830 -0.2782809  0.1890323  0.10051100 0.1240941 1.331911 -0.7787887
#>           [,200]     [,201]     [,202]     [,203]    [,204]     [,205]
#> [1,]  0.09597634  0.2855356 -0.7160836 -0.8867576 0.1538241  1.2503649
#> [2,] -1.78492485 -0.9046456  0.3928186  1.0018935 0.9256665 -0.7711797
#> [3,] -0.81892393 -0.1319562  0.9480935 -0.2954293 0.3697976  0.2323540
#>           [,206]     [,207]      [,208]     [,209]     [,210]    [,211]
#> [1,] 0.008744075  0.4450218 -1.48133090 -1.8442174 -0.1273926 1.3347131
#> [2,] 2.107295261  1.3081001 -0.01946441 -0.8018761 -0.6652097 0.4590549
#> [3,] 1.397144020 -0.5257322 -1.10195550 -1.0065021 -0.1201085 1.1497139
#>          [,212]    [,213]     [,214]     [,215]     [,216]     [,217]
#> [1,]  0.5390522 0.4189879  0.8041420  0.8368381  0.3544076 -0.9095668
#> [2,]  1.2962257 1.0541176  0.8207554  0.9078800  0.7347857  0.5910773
#> [3,] -0.5596432 0.6633959 -0.6963370 -1.4938573 -0.9445154 -0.9380788
#>          [,218]     [,219]     [,220]     [,221]     [,222]     [,223]
#> [1,] -0.9232752  0.3623324  0.2466282  0.9658492 -0.3989446  1.6950834
#> [2,]  0.7264976 -2.0421193 -0.3648910 -1.4729178  0.2627886  0.3920722
#> [3,] -1.8229648 -0.1739599  0.3319227 -1.9326856  0.6032013 -0.3508121
#>         [,224]     [,225]     [,226]     [,227]      [,228]     [,229]   [,230]
#> [1,]  1.814324  2.1352710 -0.6497827 -0.5341895 -0.77312591  0.7364489 1.409819
#> [2,] -1.003983 -0.6559331 -0.1337779 -0.7018499  0.03925877 -0.6545391 1.120934
#> [3,]  1.531228 -0.1793693  0.3320620 -0.6334061 -1.07188634  0.5450850 2.156861
#>          [,231]     [,232]      [,233]    [,234]     [,235]     [,236]
#> [1,] -0.8595214  2.3847322 -0.01907131  1.248187 -0.1096633  0.8484361
#> [2,]  0.2494807  0.1463758  0.07686716 -1.896020  0.4310438 -0.4196924
#> [3,]  0.2861905 -1.0837501 -1.97846274 -1.163205 -0.4487079 -0.4154307
#>          [,237]     [,238]     [,239]     [,240]    [,241]      [,242]
#> [1,]  0.8743988  1.3747078  1.2266190  1.3724536 0.9213074 -1.31056232
#> [2,]  1.4625193  0.2046567 -0.8036065 -0.3693883 0.2818333 -0.09741643
#> [3,] -0.1109735 -2.5269382 -1.7458839  0.7143325 1.1403559  1.15795281
#>          [,243]     [,244]       [,245]     [,246]     [,247]     [,248]
#> [1,] -2.4587283 -0.2581775 -0.006725334  0.5012265  0.3019351  0.6742189
#> [2,]  1.5170566  2.4275906 -0.206571905 -0.4772410 -0.6245711 -1.2525776
#> [3,]  0.5380738  0.4122702 -0.599068413  0.3914650  1.2095311 -0.1384774
#>          [,249]     [,250]     [,251]     [,252]     [,253]     [,254]
#> [1,] -0.0472141 -0.5187586 -0.8858809 -2.3084225 -0.2572742 -1.4984663
#> [2,]  1.9209858  0.2270608 -0.8200918 -0.1343603  0.4151337 -1.2455837
#> [3,] -0.1537301  1.2229963 -0.6662444 -0.8848924  0.6054184 -0.3398344
#>         [,255]     [,256]     [,257]   [,258]    [,259]      [,260]     [,261]
#> [1,]  1.039224 1.31006262  1.7766264 1.171373 0.2240785 -1.49268412 -0.3436012
#> [2,] -1.149641 0.05335573 -0.9067789 1.188358 1.2700070  0.89470864  2.1622429
#> [3,] -2.077703 1.08914781  1.9760573 1.224861 0.6140086 -0.04480977 -1.3420665
#>         [,262]    [,263]     [,264]    [,265]     [,266]      [,267]     [,268]
#> [1,] 0.4014508 1.2256478  0.3548281 1.4936436 -0.4872207 -1.11356054 -1.7857939
#> [2,] 0.4325829 0.1545531 -0.1561827 1.2309359 -1.7053133 -0.07405106  1.3607030
#> [3,] 0.4108790 0.8289931 -0.8899030 0.7153917 -0.2616516 -0.86141591 -0.8016903
#>           [,269]    [,270]     [,271]      [,272]     [,273]     [,274]
#> [1,]  0.03515306 0.1409689 -0.1407469 -1.16352510 -0.6062409  1.7543757
#> [2,] -0.48434104 0.2975347 -0.2057931  0.04710506  0.8901210  0.8372849
#> [3,] -0.48378380 0.2148037 -0.5894475 -0.70944664  0.6778148 -0.7581525
#>         [,275]     [,276]    [,277]     [,278]      [,279]       [,280]
#> [1,]  1.022818 -1.5868216 -1.450648 -1.0519363  0.04293525 -0.407385502
#> [2,] -0.148654  0.3592612  1.820041  0.7966078  0.48832584 -0.009374223
#> [3,]  0.255959 -0.9425014 -2.150621  0.6712341 -1.11800789 -1.130969416
#>           [,281]     [,282]     [,283]     [,284]    [,285]     [,286]
#> [1,] -1.46537788 -0.7738932 -0.6973583 -0.5265503  0.299544  0.7058315
#> [2,]  0.66910293  0.4798230 -1.0234773 -0.5807629  1.262619 -0.8149077
#> [3,]  0.02213584  0.2780735  0.1405085 -0.5861071 -1.654605  0.4536286
#>          [,287]       [,288]    [,289]    [,290]     [,291]     [,292]
#> [1,]  0.9776930 -0.424195088 0.7798505 2.8433770  1.0226392 0.14085602
#> [2,] -0.8801163  0.813914277 1.5004455 0.2012707  1.1536930 0.09006529
#> [3,]  0.9288410  0.009163925 3.1354396 2.4260243 -0.8103793 0.34582390
#>          [,293]    [,294]     [,295]     [,296]     [,297]     [,298]
#> [1,]  0.4914127  1.662960 -0.1409060 -1.4375152 -0.8026619 -0.4649995
#> [2,] -0.4168475  0.790580  0.1095455  0.5105168  1.6481806 -0.5621801
#> [3,] -1.0899508 -1.301906  1.1725064  0.2913523 -0.2225150  0.1142795
#>           [,299]     [,300]    [,301]     [,302]     [,303]     [,304]
#> [1,]  0.01461451 -0.7142500 0.4344375 -0.9518589 -0.0127934 -1.0621666
#> [2,]  0.55724305  1.1616653 1.9153185 -0.2240109 -1.5594814 -0.7206244
#> [3,] -1.06410589 -0.8777756 0.8449121  1.4978404  0.6272238 -0.5627859
#>          [,305]     [,306]     [,307]     [,308]      [,309]     [,310]
#> [1,]  2.2951253  1.3054565 -0.8499767 -0.3300697  0.92249062  0.2904679
#> [2,] -0.4555126 -0.2782176  1.3051133  1.0948706 -0.06601894 -1.4067643
#> [3,]  0.8981275 -1.2228314  0.2048673  0.1139769 -0.77749340  0.7299141
#>          [,311]    [,312]
#> [1,]  0.4220724  1.535754
#> [2,] -1.1151348 -0.865983
#> [3,]  1.1159903 -0.750242
#> 
#> , , 4
#> 
#>              [,1]        [,2]       [,3]       [,4]       [,5]        [,6]
#> [1,] -1.267309974 -0.70629549  0.2850903 -0.4152755  0.5090352  0.16401777
#> [2,]  0.007318944 -0.30714822 -0.7801429 -0.3701982 -1.8244571 -0.05871248
#> [3,]  1.254463684 -0.03998641  1.7948445  0.3367705  2.1390275  0.52273516
#>           [,7]       [,8]        [,9]      [,10]      [,11]      [,12]
#> [1,]  1.781988  2.7580455 -0.05622153  1.0143717 -0.2385843  0.9946155
#> [2,] -1.049445 -0.5136747  0.66531363 -0.9297963  0.9420420 -0.9570184
#> [3,] -2.115669  1.6131351 -0.86044844 -0.6182035  0.7934889  0.8650054
#>           [,13]       [,14]      [,15]     [,16]    [,17]      [,18]
#> [1,] -1.1342221 -0.94153241  0.5330757 -0.127505 1.173274  0.9349655
#> [2,]  0.1185765 -0.29418336 -0.2513793  1.089306 1.295262  0.9535700
#> [3,] -0.2281077 -0.03223542 -0.8953595 -1.300097 1.214663 -0.1634876
#>            [,19]     [,20]      [,21]      [,22]       [,23]      [,24]
#> [1,] -0.32682478 -1.185256  0.1013074 -0.4520483  0.53498195 -0.3352641
#> [2,]  0.94548112  2.397184 -0.6510055  0.8334070 -0.08940484 -0.2519677
#> [3,]  0.06321661 -2.253835 -0.5488120  0.8800231 -0.56931675 -0.7467661
#>           [,25]       [,26]       [,27]       [,28]      [,29]     [,30]
#> [1,] -0.9686341  0.01334667 0.005048892  0.06009656 -0.5622325 1.4076275
#> [2,] -0.8410678 -0.64568783 0.358854647  1.37123355  0.7857967 1.8193375
#> [3,]  1.4376833 -0.68535911 1.098901662 -0.41913820  0.2394583 0.7060957
#>           [,31]       [,32]      [,33]      [,34]       [,35]      [,36]
#> [1,] -0.3687840 -0.07357872 -1.0257633 -1.1455504 -0.86832446 -0.1152062
#> [2,] -1.1184062  1.11235877  0.6839960 -1.4495288 -0.67616371 -0.1738662
#> [3,]  0.3540948 -1.02622930 -0.6115837  0.6991112 -0.04793199 -0.8579546
#>           [,37]      [,38]     [,39]     [,40]      [,41]      [,42]
#> [1,]  0.1770910 -0.3708073 2.1061968 1.3396608 -1.5041597  0.5538818
#> [2,] -0.4089383  1.4313922 0.2346354 1.5029561  0.7542005 -0.2085784
#> [3,] -0.9362428 -1.0627652 0.8672176 0.9407003 -0.4696590 -0.5219779
#>            [,43]      [,44]       [,45]      [,46]     [,47]        [,48]
#> [1,] -0.58947980 0.38478088  0.09617705 -1.0307693  1.298766 -0.816913774
#> [2,]  0.07701497 0.09122798 -1.36905904 -0.5069101 -1.316031  0.008437646
#> [3,]  1.37462381 0.95138610  0.75090742 -1.1429239 -1.585339  1.368578888
#>          [,49]     [,50]      [,51]      [,52]    [,53]      [,54]      [,55]
#> [1,] 0.4722492 1.2481877 -1.8162533  0.4212723 0.871660  2.1738358  0.8464229
#> [2,] 0.3843247 0.6317449 -0.7771418 -1.0635946 1.073829  0.8763235 -0.7695556
#> [3,] 0.4024966 0.4072343  0.6449499  1.4958346 1.073633 -2.5757430 -0.2666959
#>           [,56]     [,57]     [,58]       [,59]       [,60]      [,61]
#> [1,] -0.4538192 0.5327219 -1.329283  0.00445667 -2.47881843  0.6637939
#> [2,]  0.4068658 1.7242317  1.595167 -0.21650143 -0.04251895 -1.6146372
#> [3,]  2.3833251 0.2625959  1.216915  1.02710346 -0.45779260  2.0838148
#>            [,62]       [,63]       [,64]      [,65]     [,66]       [,67]
#> [1,] -0.09943228 -0.45979887  0.09136422  0.8132601 0.6400019 -0.58641963
#> [2,] -1.11165715 -0.01268109 -0.74875345 -0.5676475 0.5325862 -1.47999020
#> [3,]  2.23736912 -1.10652159 -0.59285956  0.1218589 1.1540268  0.04796113
#>          [,68]      [,69]      [,70]      [,71]      [,72]      [,73]     [,74]
#> [1,] 0.2344316  0.8262530  0.1254524 -1.5120634 -1.1315939  0.5145747 1.3063477
#> [2,] 0.2854553 -0.8385314 -0.7827016 -0.5662380  1.4177921 -1.4839073 0.9620266
#> [3,] 1.0933394  0.8775114  0.5318574  0.7774907 -0.1421826  1.0778751 0.3999959
#>           [,75]      [,76]      [,77]       [,78]      [,79]       [,80]
#> [1,] -0.1174656 -1.2743933 -1.6923850  0.07727756 -0.9605018  0.46782334
#> [2,] -0.4378295 -0.4458594  0.4791837 -0.68618060 -0.2771782 -0.89104511
#> [3,]  2.0907814  1.1878720  0.2760997  0.33516048 -0.2057121 -0.03607235
#>           [,81]      [,82]       [,83]      [,84]      [,85]      [,86]
#> [1,] -0.4468032 -1.1330410 -1.17754093 -0.5429959  1.2214660 -0.9331477
#> [2,] -0.7581727 -0.8562588 -0.74074366  1.0711887 -0.2111013 -0.8138771
#> [3,]  0.3166475 -0.1115809 -0.08407778 -0.4318538 -1.4833472  0.5079726
#>           [,87]     [,88]      [,89]      [,90]      [,91]       [,92]
#> [1,] -0.4549226 0.4201073  0.3906876  0.6269986 -0.4577277 -0.99233668
#> [2,]  0.1422394 0.5512472  0.6876932 -0.9051974 -0.2370482 -0.01647696
#> [3,]  0.3042074 0.5521896 -1.3042437 -0.5220276  0.9665324 -0.81039032
#>           [,93]      [,94]      [,95]      [,96]      [,97]      [,98]
#> [1,] -1.7278381 -0.3199343  1.2382222 -0.8997025 -1.2322174 -0.4110571
#> [2,]  1.3210258 -1.2430732 -0.6426047 -1.0794296  0.2153428  0.2882902
#> [3,]  0.2029587 -0.3026363 -2.1435250  0.2568603  0.2402387  1.0204121
#>           [,99]     [,100]     [,101]     [,102]    [,103]     [,104]
#> [1,] -1.3756368  0.7553089 -1.3358469 -0.7741406 -1.515885 -2.0931480
#> [2,] -1.7182396  0.2535070  0.5938926 -0.3673961  1.168179  0.2121411
#> [3,]  0.6536498 -1.6158177  3.2603664  0.7408143  0.264146  0.2859561
#>          [,105]     [,106]     [,107]     [,108]     [,109]     [,110]
#> [1,] -0.1887797 -1.4071837 -1.9388217 -2.4884810  0.8133018 -0.9345668
#> [2,] -0.5223908  0.4961945 -0.8953802 -1.5309702 -3.4490811 -0.9040209
#> [3,] -0.9510102  0.9612632 -0.3408596  0.3023189 -0.2784001  1.2124026
#>           [,111]    [,112]    [,113]     [,114]      [,115]     [,116]
#> [1,]  0.01443897 0.6016175 -1.871090 -0.7286504 -1.19924152  0.4555306
#> [2,] -0.05224673 0.0930369  2.440056  0.2874653  0.07571842 -1.3086543
#> [3,] -0.62353531 0.6981394  3.062462  0.3487375 -0.45781157 -1.2451521
#>          [,117]     [,118]     [,119]     [,120]      [,121]    [,122]
#> [1,]  0.1143662 -0.3188696  0.3927717 -0.8528159 -1.87431671 -1.995471
#> [2,] -0.9567606 -0.4249827 -0.7571214 -0.8008775 -0.07011468 -2.390634
#> [3,] -0.3326479 -0.0907764  0.2074185 -1.0732307 -1.57028784 -1.784370
#>          [,123]     [,124]     [,125]    [,126]     [,127]      [,128]
#> [1,] -0.2627310 -0.4996580 -0.8515184 0.7957612  0.7194913  0.57557647
#> [2,] -0.7078394 -0.5128838 -1.0540400 0.5420877  1.1260586  0.40910316
#> [3,] -0.2615747 -0.1255731 -1.4783626 1.6376146 -1.1664574 -0.08117779
#>          [,129]     [,130]     [,131]     [,132]      [,133]     [,134]
#> [1,]  0.8862705  1.5971361  0.4311371  0.8274331 -0.30517953 -2.2429755
#> [2,]  0.3742637 -1.4350253 -0.5504996 -0.1682066 -2.43730451 -1.5401197
#> [3,] -0.6438226 -0.7518861 -0.8863538 -1.3362827  0.03684178  0.2644269
#>          [,135]     [,136]      [,137]     [,138]     [,139]      [,140]
#> [1,] 0.03920112  1.0283038  1.28292106 -1.0607952 -0.7058427  0.05946652
#> [2,] 0.04640863 -1.1227648 -2.18062384  0.3996806  0.4506820  0.10301742
#> [3,] 0.12355635  0.7943946 -0.02983986 -0.3412455 -1.3024509 -1.24826378
#>          [,141]     [,142]     [,143]     [,144]      [,145]     [,146]
#> [1,] -0.1792769 -1.1768876 -0.7947574 -0.2722955  0.87613396  0.3601996
#> [2,]  1.0521314 -0.5241296 -0.5792447 -1.3111598 -0.06468575  0.9471185
#> [3,]  0.7734158 -0.1550770 -1.7047391 -0.7266447 -0.38062290 -1.6822081
#>          [,147]      [,148]     [,149]      [,150]    [,151]     [,152]
#> [1,] -0.8398433 -0.32018706 -1.0060345 -0.12444869 0.8731216 0.58298864
#> [2,] -0.4855562  0.35402894  0.5085845  0.03274286 0.9505360 0.01353217
#> [3,] -2.6288150 -0.08936126  0.6724494  1.82861145 1.2666711 0.17439725
#>         [,153]     [,154]      [,155]     [,156]      [,157]     [,158]
#> [1,] 0.3124812 -0.4570937 -1.92390022 -0.2783236 -0.95042323  0.7771741
#> [2,] 0.9554734  0.7112010  1.34025172 -0.8287077 -1.08287095 -0.6288163
#> [3,] 0.2889599 -0.4036989 -0.04691714 -0.8099062 -0.09614902 -0.6124895
#>          [,159]     [,160]     [,161]     [,162]     [,163]     [,164]
#> [1,]  0.6693416 -0.1423536 -1.5820445 -0.7409950  0.9078647  1.9514066
#> [2,] -0.2964586 -0.6006992  0.4654736 -0.3084074 -0.9319129 -0.1718773
#> [3,] -1.2612508  0.2269959  0.1471453  2.1832478 -0.1370292 -0.7730857
#>          [,165]      [,166]     [,167]     [,168]      [,169]     [,170]
#> [1,]  0.1298396 -0.10773627 -0.8554739 -1.7015229  0.44208876 -0.2548008
#> [2,]  1.1949112 -1.08077641  0.2725074  0.7208824 -1.33178137 -2.2897664
#> [3,] -1.5906856  0.02478067 -0.3592803  1.2675794  0.04438917  0.2888259
#>         [,171]     [,172]     [,173]    [,174]    [,175]      [,176]     [,177]
#> [1,] 0.4229312  2.6069564  0.1278431 0.6146710 0.7188036 -0.07250684 1.65465649
#> [2,] 0.1909041 -0.4800847 -0.1483460 0.6859601 2.0965412  0.32419139 1.38440930
#> [3,] 1.1303434  1.3708421  0.5156620 0.4675682 1.6759208  0.52174453 0.09018864
#>          [,178]     [,179]     [,180]      [,181]       [,182]    [,183]
#> [1,]  0.3503770  1.4819569 -0.2457072 1.125350540  0.752910113 0.3918478
#> [2,] -0.4688599 -0.6356094  1.7028126 1.095220029  2.756774505 1.9577729
#> [3,]  0.0267941  2.1604981 -1.4245563 0.001385731 -0.008139296 1.0612084
#>         [,184]     [,185]     [,186]      [,187]     [,188]      [,189]
#> [1,]  1.357979  1.1527725  0.8691809 -0.11945972  0.5521707 2.409798921
#> [2,]  1.055506 -0.4553788 -0.6970231 -0.21756336 -1.5726239 0.002758594
#> [3,] -2.064636 -1.3851946  1.1445369 -0.06600579 -0.2121099 0.514198536
#>          [,190]    [,191]       [,192]     [,193]     [,194]     [,195]
#> [1,] -0.5724928  1.661159  0.002951607 -0.3481730  0.9411510 -0.7565614
#> [2,] -1.5984942 -1.151473 -1.067842421 -0.5391608 -0.9039128  1.7897970
#> [3,] -0.5464887  1.565389  0.595163102 -0.2502617  0.4071816 -0.4649698
#>          [,196]     [,197]     [,198]     [,199]     [,200]     [,201]
#> [1,] -0.7397209 -0.4345795  0.9099679 -0.8590569 -0.4194407 -1.8732702
#> [2,]  1.4245864 -0.2761174 -0.4985476  1.8126642  0.8279209 -0.7408800
#> [3,]  1.4556189 -0.1105456  0.4109974 -2.5447830  0.4228047 -0.5526361
#>          [,202]     [,203]      [,204]     [,205]     [,206]      [,207]
#> [1,] -1.3783681  1.1958530  0.70847335  0.6410008  0.3275132  0.06086708
#> [2,]  0.1681188  0.9204090  1.00025245 -0.7543722 -0.5331494 -0.35826282
#> [3,] -0.3551289 -0.6540582 -0.06672411 -1.4682201  0.2591165  0.29096812
#>          [,208]      [,209]      [,210]    [,211]     [,212]     [,213]
#> [1,]  0.3769462  0.06555611 -0.01940772  1.777727  0.4863422  0.3318019
#> [2,]  0.3865150  2.64809328  2.20220261  1.551969  0.3968891 -1.4456974
#> [3,] -1.4314788 -1.61402950 -1.57903870 -1.440790 -1.1110597  0.3209058
#>          [,214]    [,215]     [,216]      [,217]     [,218]      [,219]
#> [1,]  0.7410148 0.8220794  1.8413139  1.56571597  1.4152434  0.82782419
#> [2,] -0.4223921 1.0180596 -0.9682831 -0.09760475 -1.0660071 -0.18368232
#> [3,]  0.5624691 1.3965169 -0.8710961 -0.97385115 -0.1627334 -0.03535967
#>          [,220]     [,221]    [,222]     [,223]    [,224]    [,225]    [,226]
#> [1,] -0.3643650 -0.5427119 0.1205568 -0.1035114 0.4033253 0.7019805 0.4446401
#> [2,] -0.1737962  0.9668763 1.3915236  0.5013781 0.5114333 1.8148594 1.2104031
#> [3,] -0.2848194 -1.6003264 0.4824152 -0.0801155 0.1463862 1.1594866 2.1818033
#>          [,227]     [,228]     [,229]     [,230]     [,231]     [,232]
#> [1,]  0.7415573 -0.2382642  0.0928285 -0.1362436  0.1475681  1.7108604
#> [2,]  1.0405838  0.8241262 -0.2061742  0.4566751  0.1026046  1.1383292
#> [3,] -1.7778211  0.2622428 -0.5588053  0.2957004 -2.0306266 -0.8684559
#>          [,233]     [,234]       [,235]     [,236]     [,237]     [,238]
#> [1,]  0.4799020  0.3170298 -0.462714580 -0.2136319 -0.9555496 -1.8739812
#> [2,]  0.7592237  0.3594815 -0.815174003  0.7735948  0.7599701 -0.5019868
#> [3,] -0.7930168 -0.6126736 -0.006942835 -2.7129943 -0.4246955 -0.8385457
#>         [,239]     [,240]     [,241]      [,242]     [,243]     [,244]
#> [1,] -1.261745 -0.4700847 -0.2751140  0.02630474 -0.9805571 -2.8753249
#> [2,]  1.440960  0.2042440 -0.3148602 -0.88041307 -0.1042610 -2.6938281
#> [3,]  2.316340  0.1853522  1.1503941  0.91252370 -0.2752389 -0.2763457
#>           [,245]    [,246]    [,247]     [,248]     [,249]     [,250]
#> [1,] -1.94420832 -1.744125 0.4118976  0.4532710  0.4234227  0.2065906
#> [2,] -0.09465689 -1.308992 0.3120454 -0.4384538 -1.6558246  0.8666781
#> [3,] -0.03742166  0.105394 0.1030560  0.8450214  0.6972057 -0.7614419
#>           [,251]     [,252]     [,253]     [,254]     [,255]     [,256]
#> [1,]  0.02181427  0.4414809  0.1401370  0.4901800 -0.1621097  0.8357715
#> [2,]  0.12712159  1.8022888 -0.2273703  0.4567320 -0.6789620 -0.1807794
#> [3,] -0.54434451 -2.1132758 -1.1981250 -0.5605085 -0.2395595 -1.0186657
#>         [,257]      [,258]     [,259]     [,260]      [,261]     [,262]
#> [1,] 0.9807239 -1.45347969 -0.8630544  2.0168091 -0.08688137 -0.5219925
#> [2,] 0.2613790 -0.02722656  0.3773982  0.2643987  0.00967237 -1.3419602
#> [3,] 0.6234913  0.09455753  0.9267611 -0.4637469  0.52914066  1.1662605
#>           [,263]     [,264]     [,265]    [,266]      [,267]     [,268]
#> [1,]  0.57160798 -0.7600067 0.01441209 0.7166244  0.17249135 -0.1045486
#> [2,] -0.08405743  0.1480542 0.21207483 1.0703328 -0.07459723  0.8208042
#> [3,]  0.73832645  1.1219277 0.94827480 1.5189047  0.21807523 -0.7254816
#>          [,269]     [,270]     [,271]     [,272]      [,273]     [,274]
#> [1,]  0.6341914  0.5147677  1.4369925 -0.5673868 -0.45428928  0.5875607
#> [2,] -1.0102488 -0.2925307 -0.3272402  1.1185392 -0.08090127 -1.1645533
#> [3,] -0.1029528 -0.1427640  1.6687519  0.5174257  1.52251566 -0.9055320
#>          [,275]     [,276]     [,277]     [,278]     [,279]     [,280]
#> [1,] 0.18716948 -0.5328071 -0.2491938 -0.4434955 -0.5401472 -1.3133532
#> [2,] 0.04779865 -0.4337433  0.4083760  0.2462036 -0.4131742  0.4927998
#> [3,] 2.05756486 -0.8908393  0.3622225  0.7664353  0.4581445 -0.5450572
#>          [,281]     [,282]     [,283]     [,284]    [,285]    [,286]     [,287]
#> [1,] -0.8150861 -0.7478880  3.5619978 -0.2245209 0.6207119 1.5251018 -0.2463120
#> [2,]  1.3249548 -0.9663293 -1.6852633  0.3123553 1.4795125 1.9639903  2.2985803
#> [3,] -0.5831681 -0.2357400 -0.8193181  0.2834749 0.7446804 0.7102341  0.4351618
#>            [,288]     [,289]    [,290]     [,291]     [,292]     [,293]
#> [1,]  1.538583333  0.9488003 1.1355496 -0.1887353 -0.1372284 -0.4121457
#> [2,] -0.526528498 -1.0234651 0.2894892  0.9520267 -1.4431377 -0.5926220
#> [3,] -0.001243669  4.4992159 4.2657372  0.3329786  0.6261459 -0.3284839
#>          [,294]     [,295]     [,296]      [,297]     [,298]     [,299]
#> [1,] -1.3124721 -0.5732915 -1.5439023 -0.66407846 -0.9063025  0.1124965
#> [2,]  0.6614583  0.2127308  0.9576152  2.19128725  1.5270258 -0.2458876
#> [3,]  0.6893159 -0.1781061 -0.5364754 -0.09410412  0.4874068 -0.9332981
#>         [,300]     [,301]     [,302]      [,303]     [,304]    [,305]
#> [1,] 1.0830245 -0.5322882 -0.7858502 -0.42214732  0.8484295  1.300379
#> [2,] 0.3298043 -0.4696891  0.1105933 -0.91339260 -1.8400063 -2.020163
#> [3,] 1.2851468  0.3278262  0.5466252  0.07511478  0.4016527  1.414918
#>          [,306]     [,307]     [,308]     [,309]     [,310]     [,311]
#> [1,]  0.1904191  0.3397268 -0.5471513 -1.3979669 0.07068093  0.2873794
#> [2,] -0.3646788 -1.3672443 -0.2004717 -0.4056079 1.30478018 -1.5888708
#> [3,]  1.5230478 -0.4408947 -0.5113950  0.2333788 1.07116596 -0.4388493
#>          [,312]
#> [1,] -0.4337009
#> [2,] -0.7843884
#> [3,]  1.1532776
#> 
#> , , 5
#> 
#>           [,1]       [,2]       [,3]       [,4]       [,5]       [,6]
#> [1,] 0.6009988 -1.0506094 -0.3627184 -0.8471080 -2.0393096  1.0229110
#> [2,] 1.8171206  1.0529429 -1.4783359  0.9533984 -0.3543568 -0.2338483
#> [3,] 1.4591804  0.2396715  0.4944971 -0.4432618 -0.6876908 -1.1737069
#>            [,7]      [,8]       [,9]     [,10]      [,11]     [,12]      [,13]
#> [1,] -1.2125873 -1.510402 -0.4094230 -1.662334 -1.8854388 0.2480723  2.6004093
#> [2,]  0.9269460  1.017008  0.6792853  1.571757  1.3677341 0.3437124  0.5697219
#> [3,]  0.5022879  1.759192  0.6004809  0.193165 -0.4581837 1.1034617 -1.6100018
#>           [,14]      [,15]      [,16]      [,17]     [,18]        [,19]
#> [1,]  1.3138364  0.1323774  0.1985035 -0.8317526 -0.958283  0.132059368
#> [2,] -0.2824097 -1.6652589 -0.5738241  1.2268803  1.908658  0.008300703
#> [3,] -1.7142507  0.1071302 -0.5078817  0.6095170  1.601836 -0.300884017
#>           [,20]      [,21]      [,22]       [,23]      [,24]      [,25]
#> [1,] -1.1519328  0.1609959  2.1494367  1.85055752 -0.1590596 -0.5095376
#> [2,] -2.1194617 -2.8995765 -0.5592162 -1.75790839 -0.1008632 -0.5489522
#> [3,]  0.2659395  1.6072573 -0.5488145  0.01735833 -0.0711627 -1.4936689
#>            [,26]      [,27]      [,28]       [,29]      [,30]      [,31]
#> [1,] -0.93272560 -1.5383687 -0.3083310 -0.11549280 -0.6859452 -1.0424287
#> [2,]  0.02354225  0.9526456 -0.7742909  0.01949991 -1.0482055  0.6769048
#> [3,]  0.01052392  0.5235182  0.3666188  0.68012594  0.9301434  0.7338751
#>           [,32]      [,33]      [,34]      [,35]      [,36]     [,37]
#> [1,]  0.2709700  0.6318143  0.8354816 -1.0021369 -0.2642835 0.7212369
#> [2,]  0.8338759 -1.8197580 -0.3750215 -0.7640004  0.8067741 0.2324111
#> [3,] -0.9695194 -1.6907284 -0.7458442 -0.7465739  0.5961253 1.6063233
#>           [,38]      [,39]      [,40]      [,41]      [,42]      [,43]
#> [1,]  0.1107566 -1.4152671  0.3995563 -0.9463786 -0.3002059 -1.0247026
#> [2,] -2.1021033 -0.9771374 -0.8512089 -1.4747027 -0.6676890  0.1491691
#> [3,]  1.1054149  1.0599097  0.9313533  1.4883628  0.1428329  0.4406397
#>            [,44]       [,45]     [,46]      [,47]      [,48]     [,49]
#> [1,] -0.08033183 -0.54533153 1.2739948 -1.2403929 -0.2001783 0.9557278
#> [2,] -0.20096826  0.53082123 1.8803026  0.6655075 -0.1742826 0.8355045
#> [3,]  0.36843927 -0.05111309 0.1282924  0.9537995 -0.5641934 1.3109329
#>          [,50]      [,51]      [,52]      [,53]       [,54]      [,55]
#> [1,]  0.403109 -0.8755722 -0.2502133 -1.9283133 -0.92193725 -0.6344378
#> [2,]  1.204398  0.9899560  0.9465239 -0.3098130 -0.09224483  1.5637699
#> [3,] -1.039031 -0.6918834 -0.6071204  0.9427855  0.87142163  0.2949877
#>           [,56]     [,57]      [,58]     [,59]      [,60]      [,61]    [,62]
#> [1,] -1.1621267 0.6393096  1.4187840 1.3902070  2.0036778  2.4988842 1.191068
#> [2,]  2.8326755 0.4099801 -0.3050604 0.6600843  0.6362153 -0.2953223 3.000604
#> [3,]  0.8522423 0.7720063  0.4313394 1.1334221 -0.2512523  1.8481079 2.068184
#>           [,63]       [,64]      [,65]      [,66]      [,67]      [,68]
#> [1,] -0.3166225  0.07008902  0.2865968 -0.5269793 -0.5940473 -1.9044547
#> [2,]  0.2919286  0.20163410  1.1583057 -0.9099620  0.9129772  0.2498512
#> [3,]  1.2754638 -0.85451109 -0.4421405 -0.7516003  1.2787569  2.5992475
#>           [,69]      [,70]     [,71]      [,72]      [,73]      [,74]    [,75]
#> [1,] -1.1335982  0.8345144 1.4568931  0.1473208 -0.2763699  1.2758129 1.572331
#> [2,] -0.8364118  1.5275191 0.2582666 -0.4322665 -1.7961029 -1.7366329 1.122217
#> [3,]  1.2653404 -0.4207843 0.3355052 -1.0841023 -0.9981174  0.2852713 1.015631
#>          [,76]     [,77]      [,78]      [,79]      [,80]      [,81]
#> [1,] 0.7731429 0.5666483  0.4450562  0.7718526  0.2270301 -0.3976792
#> [2,] 1.0321127 0.7633089 -0.1957550 -0.3683733 -0.1792972  0.3547808
#> [3,] 0.7172963 0.9266487 -0.7211659  1.1102316 -1.1436556 -0.6760916
#>            [,82]      [,83]      [,84]        [,85]      [,86]       [,87]
#> [1,] -0.83963073  0.7597560  0.0164478  0.539326370  1.1604757 -0.06334122
#> [2,] -0.01272895  0.4478131 -0.6012057  0.008242554 -0.7818568  0.77201704
#> [3,] -2.48329134 -1.0835520  0.3134457 -1.425605374  0.2141730  1.65158203
#>           [,88]      [,89]      [,90]      [,91]      [,92]      [,93]
#> [1,]  0.4037705  0.3190566  0.5118593 -0.3188578  0.1254272  0.5436307
#> [2,] -0.4851655 -1.4220797 -0.3838171 -1.1112440 -1.3456992 -0.2185301
#> [3,]  0.2644841  0.3871378  0.4596027 -0.5194208  0.6847725  0.2893710
#>           [,94]     [,95]      [,96]      [,97]      [,98]      [,99]
#> [1,] -0.8931078 0.3102972 -1.0757272  0.1369798  0.4945497 -0.4727315
#> [2,]  0.1998182 0.5924642  1.8509134 -1.3027357 -0.7786865 -1.1441733
#> [3,]  0.1124770 0.2720608  0.4245332 -0.6014707  1.5149669 -0.2906483
#>          [,100]     [,101]       [,102]      [,103]     [,104]      [,105]
#> [1,] -0.6163866  0.2266532 -0.064342184  1.04319910  0.3404501 -0.02542963
#> [2,] -0.3421344 -1.1493087 -0.007471834  0.06247772 -1.0294712  0.54671451
#> [3,] -2.2784654 -1.5317037 -0.415784215 -0.38505486 -0.3825386 -0.72690603
#>          [,106]      [,107]    [,108]    [,109]    [,110]     [,111]     [,112]
#> [1,]  0.6314195 -0.39068339 0.4804843  1.121482 0.8869765  0.9977701 -0.9956109
#> [2,] -0.3091081 -0.98077776 3.0561899  1.604621 0.9501326  0.6963569  1.4482231
#> [3,]  0.3587850 -0.01715623 0.5697730 -1.340678 0.6849096 -1.4694233  0.4558635
#>          [,113]     [,114]    [,115]    [,116]      [,117]     [,118]
#> [1,]  1.5427776  1.6876883 0.6925252 0.6437652  0.66607542 -0.4768272
#> [2,] -0.8408592 -0.5036882 0.4228544 1.8853294 -0.22026973 -0.6161463
#> [3,]  1.1627644 -0.5926750 0.3264492 0.1889123 -0.09641982 -1.6007672
#>          [,119]       [,120]     [,121]    [,122]     [,123]    [,124]   [,125]
#> [1,]  0.4383928 -0.007585689  1.7356596 1.2472843 -0.6083246 1.1360406 2.539531
#> [2,] -1.1158408 -1.231669816 -0.5817075 0.7523239  0.6317093 1.2696720 1.221604
#> [3,] -0.5888005  0.079546207 -0.1646152 0.5111314  0.5509484 0.1405459 2.246997
#>          [,126]      [,127]     [,128]      [,129]      [,130]     [,131]
#> [1,]  0.5642106 -0.07530609 -0.3862790 -1.45297958 -0.56322227 -1.0103427
#> [2,] -0.1291839  0.35997392 -0.2895794  0.72475965 -0.07294601 -0.2536548
#> [3,]  0.3796012  0.93814138 -1.0021438 -0.09571532  1.95763009 -0.2708294
#>          [,132]     [,133]    [,134]     [,135]     [,136]     [,137]
#> [1,] -2.6582179 -0.1260904 1.6308412  0.3423094 -0.2509068  0.9934595
#> [2,] -0.3345298 -0.4814558 1.1604824 -0.0164636 -0.1636023 -0.8216015
#> [3,] -0.8578033 -0.9136037 0.2180751  0.9425419  1.2361376  0.9416133
#>          [,138]    [,139]      [,140]      [,141]     [,142]      [,143]
#> [1,]  1.1737638  1.678375 -1.09708792  0.99825889 -0.2443426 -1.30263114
#> [2,] -0.1135982 -1.446276 -0.68693031  0.06567892  0.1891712 -0.08521063
#> [3,] -1.1085691  1.995158  0.07446341 -0.15451900 -0.9248187 -1.10976374
#>          [,144]     [,145]     [,146]     [,147]     [,148]     [,149]
#> [1,] -1.2545127  0.9490703 -0.5583597 -1.1595993 -0.5682292 -0.6660851
#> [2,] -0.5462039  1.0919425 -0.5056555 -0.1667069  2.0209836  1.8433183
#> [3,] -0.2917994 -0.5910180  0.1145520  1.6187653  0.2214559 -0.7945920
#>            [,150]     [,151]      [,152]     [,153]     [,154]    [,155]
#> [1,] -0.979857629 -0.1274712  0.02831225 -0.0296622 -1.3709343 1.5185380
#> [2,]  0.448257856 -0.4294411 -0.27845089  0.8028222 -1.0205326 0.2989008
#> [3,] -0.008179845 -0.9672697 -0.84605987 -1.1195429 -0.3459813 1.5899564
#>           [,156]    [,157]     [,158]     [,159]    [,160]     [,161]
#> [1,] -0.04945777 -1.406700 -3.0082038 -2.6387585 0.6637143  0.2231488
#> [2,] -0.97806798  0.325008 -0.0553121 -0.8416541 0.4195791  0.4689943
#> [3,] -0.53861523 -1.667722  1.1722016  1.3571608 1.8642516 -0.0648430
#>          [,162]     [,163]     [,164]     [,165]     [,166]     [,167]
#> [1,]  1.1662735  1.3213538  0.6787531  0.1560695 -0.3612760  1.0909640
#> [2,]  1.7251046 -0.6234305  1.2593000  0.2306083 -0.2189646  1.2756394
#> [3,] -0.6055681 -2.0147371 -0.6341951 -0.9651901 -1.2610037 -0.3823305
#>         [,168]     [,169]     [,170]     [,171]     [,172]     [,173]
#> [1,] 0.6246593 -0.4782482  1.2547844 -0.1188342 -1.2459221 -0.2970622
#> [2,] 1.5938636  0.1885860  0.8342482  1.0562699 -0.9108177 -1.0286644
#> [3,] 0.8436460  0.6122299 -0.5563979 -0.3616481  0.2869305  0.8030819
#>          [,174]     [,175]     [,176]     [,177]     [,178]     [,179]
#> [1,] -0.8102052  1.5576985  2.3196771  0.4340117  0.1155848  0.3040601
#> [2,] -0.4563544 -0.6118437 -0.9655531 -0.4350523 -1.2488995 -0.5538959
#> [3,]  2.1104572  0.6009216 -0.4094063  0.6139382  0.7819615  1.6836380
#>          [,180]      [,181]     [,182]     [,183]    [,184]     [,185]
#> [1,]  2.3528923  0.62567083  0.8032648 -0.5990646 0.5176564 -0.2168312
#> [2,] -1.8210385 -0.04322583 -0.5632612 -1.0835160 0.6891131  0.9004599
#> [3,]  0.9364064 -0.56338162 -0.1904237  0.3431817 0.5230222 -1.7685421
#>         [,186]      [,187]     [,188]     [,189]     [,190]     [,191]
#> [1,] 0.6329016 -0.12718004  0.9052923  1.0141916 -0.1432083 -1.8791352
#> [2,] 1.1900929  0.91567603  0.5860374  0.8396993 -0.1917063  0.3094215
#> [3,] 0.1300313 -0.03174219 -1.0205377 -1.3750435 -0.4312353 -0.2425240
#>          [,192]      [,193]     [,194]     [,195]     [,196]      [,197]
#> [1,] -1.3348620 -1.53626939 -1.6811941 -1.7923593 -0.6873894 -0.05187485
#> [2,]  0.1191766 -0.02016066  0.9123482 -0.6309384 -0.4281281  0.41276470
#> [3,] -0.2427642 -2.51174187 -1.4975195 -0.7641858 -1.4233888 -0.04924195
#>          [,198]      [,199]     [,200]      [,201]     [,202]     [,203]
#> [1,] -0.3123247  0.79314127  0.6298666 -0.34001110  1.7393019  0.5951768
#> [2,]  1.6616523 -1.27169609  0.8879433  0.07494323 -0.8807418 -0.1208426
#> [3,]  2.1870500 -0.09287223 -1.1328810  0.14448953 -0.3655643 -0.2444910
#>          [,204]     [,205]     [,206]     [,207]      [,208]     [,209]
#> [1,]  0.3915820  0.5555854 -0.9642921  0.4543974  1.11780572  1.1076562
#> [2,] -0.1464665  0.4506046  0.6642452  0.9028213 -0.02392641 -1.1047612
#> [3,] -1.3659921 -0.6413348  0.2233616 -0.8749451 -0.21222694 -0.2007024
#>          [,210]       [,211]     [,212]      [,213]     [,214]     [,215]
#> [1,]  1.3907466 -0.420502532 -1.5289815 -0.80783466  0.1939546  0.4551205
#> [2,] -1.3488857 -0.004375162  0.7981847  0.01659283 -0.2136815 -1.6493307
#> [3,] -0.6743939 -0.540655112 -0.3819362 -0.11711284 -0.4294315  0.7152166
#>          [,216]     [,217]     [,218]       [,219]     [,220]     [,221]
#> [1,] -0.5088469 -0.8701604 0.06579592 -0.713560898 -1.4681666  0.2317578
#> [2,]  0.7773777  0.8132865 1.99229817  0.762335355 -1.4630217  0.6708986
#> [3,] -1.2966122 -0.9841660 2.06403768 -0.008055855 -0.5335542 -0.7789751
#>          [,222]     [,223]    [,224]     [,225]     [,226]    [,227]
#> [1,] -1.0429490  1.0582378 0.9194267 -0.1030038 -1.3076454 0.2552872
#> [2,]  1.5978530 -0.3272703 1.8428161 -0.5275659 -0.5115801 0.7970212
#> [3,]  0.9452949 -0.2064603 0.5292687 -0.7202202  1.8707986 0.6303144
#>           [,228]     [,229]    [,230]     [,231]       [,232]     [,233]
#> [1,]  0.46485997 -0.1959056 -1.648343 -0.8952598  1.467114617  1.1027392
#> [2,] -0.03820357  0.6342192 -0.515149 -0.1116923 -0.135643719 -0.6362018
#> [3,]  0.72030613  0.9114770 -1.013878 -0.4972291 -0.000567446 -1.0341109
#>          [,234]      [,235]     [,236]     [,237]      [,238]     [,239]
#> [1,]  1.0827908  0.94247170 -1.1068304  0.5350637 -1.24331255 -0.9992462
#> [2,] -1.0889290 -0.02309651 -1.4869725  1.4016010 -0.08277187 -0.3218849
#> [3,] -0.1480268 -0.12179188 -0.8262998 -0.3394101  0.34907256  0.2202932
#>          [,240]      [,241]     [,242]     [,243]    [,244]    [,245]
#> [1,]  0.8372862 -0.67645090 -0.1260473  0.8401792 1.0872194 1.3464326
#> [2,]  0.1509007  1.83834286  0.3199561  0.4560436 0.9105833 0.4336696
#> [3,] -1.0384807  0.08969955 -0.3765859 -0.3654283 0.1222087 0.3502741
#>          [,246]     [,247]      [,248]    [,249]     [,250]     [,251]
#> [1,]  1.6559973 -0.6132489 -0.35765999 -1.162062 0.09343918 -0.4831796
#> [2,] -0.3858162 -0.0614969 -0.29534069  2.872836 0.99184632  0.7212428
#> [3,]  0.6392652 -0.5666487 -0.07206069  1.325628 0.48858259  1.9162760
#>         [,252]     [,253]     [,254]    [,255]    [,256]     [,257]     [,258]
#> [1,] 1.2515909  0.9376535  0.2609664 -1.731246 -2.657793 -1.1856895 -0.9217528
#> [2,] 0.1097117 -2.1165519 -2.9682621 -1.920125 -0.320065 -0.5494876  0.1739852
#> [3,] 0.3376816  0.8527221 -0.6470650 -1.099238  1.139822  1.1655039 -1.3301248
#>          [,259]     [,260]     [,261]     [,262]     [,263]     [,264]
#> [1,] -0.4121187 -1.5129907 -0.2739710 -1.6942166 -1.1052258 -0.3549841
#> [2,]  1.6363418 -0.3171841 -0.2328075  0.7625819  0.4951636  0.3798732
#> [3,]  0.3631491 -0.2456065 -1.5805527  0.6866121  0.3558478  0.2988940
#>          [,265]     [,266]    [,267]     [,268]      [,269]     [,270]
#> [1,] -1.3712346  0.5607603 0.9078402  2.1992829  0.05471939 -1.2781043
#> [2,]  0.5796835 -1.9413614 0.9291276  0.1306971 -0.87057558  0.3964824
#> [3,]  0.5605523  0.2560941 1.7670963 -0.2734123  0.83083991  0.5395245
#>          [,271]     [,272]     [,273]    [,274]     [,275]        [,276]
#> [1,] -1.0521909  0.4531104 -0.6687264 -2.517091 -0.3864381 -1.5378793010
#> [2,] -2.0380686 -0.7812396 -0.9899960  0.629424 -1.0087582  0.6454365881
#> [3,]  0.3769424  1.0769603 -0.3824937 -1.376985 -1.1535826  0.0009298304
#>          [,277]     [,278]     [,279]     [,280]     [,281]     [,282]
#> [1,] -1.3915290 -0.8734916 0.30282617 -1.5212433  0.1230941 0.09902703
#> [2,] -0.3361740  0.7072505 0.14297141 -1.2522188 -0.4081111 1.05869075
#> [3,] -0.4368225  0.7332186 0.09159794 -0.1913056  0.0474608 0.91343472
#>          [,283]      [,284]       [,285]     [,286]     [,287]     [,288]
#> [1,]  0.4623873  0.06217857 -0.528109320  0.5688251  1.7788331 -0.7180015
#> [2,]  0.1916722  2.10246099  0.009848461 -1.7578938 -0.8211001  0.6559342
#> [3,] -0.6826259 -0.64118254  0.357267710  0.1009547 -0.0584520 -0.1446741
#>          [,289]    [,290]     [,291]     [,292]     [,293]      [,294]
#> [1,] -1.1788643 1.5452881  0.4542413 -0.5431494 -0.3005330 -1.53948070
#> [2,]  0.4107934 0.1823025 -1.5736589 -0.9020138  0.2127304  0.08714149
#> [3,]  3.3493375 3.4869597  0.4457105 -0.2786712 -1.6721056  0.16555179
#>          [,295]    [,296]     [,297]     [,298]      [,299]     [,300]
#> [1,] -3.4233241 -1.273309 -0.9483511 -0.0830505  1.40269116 -1.0707790
#> [2,] -0.4090475 -0.176089  0.5990660  0.8857135 -0.02692189  0.4077768
#> [3,]  0.6065520 -1.860098 -1.0838930 -1.2613654  0.76248151 -1.8145798
#>         [,301]     [,302]     [,303]     [,304]     [,305]     [,306]   [,307]
#> [1,] -3.609304 -1.0449438 -0.9996392 -0.5982961  0.4701963  0.1294934 1.129427
#> [2,] -1.539992  0.6820823  0.6276397 -2.1007375 -0.6852870  0.2621656 1.706230
#> [3,]  1.843935 -0.8998408  1.3569796  0.7052695 -0.9527251 -0.1784361 1.059552
#>          [,308]     [,309]     [,310]    [,311]     [,312]
#> [1,] -2.1480274 -0.2666376 -1.9521750  1.087305 -2.0757196
#> [2,]  1.0870462 -1.8321649 -0.6054637 -0.962854  0.1887094
#> [3,]  0.5840031  1.2598556  0.7582731 -1.265737  0.2419338
#> 
#> 
#> $rho
#>           [,1]       [,2]       [,3]      [,4]      [,5]
#> [1,] 0.3615893 0.27724277 0.38838499 0.2255437 0.3823188
#> [2,] 0.2684119 0.09346539 0.34476911 0.2055220 0.1417167
#> [3,] 0.1221530 0.16002397 0.03034501 0.1383179 0.1304770
#> 
#> $omega
#>            [,1]       [,2]      [,3]       [,4]       [,5]
#> [1,]  0.1874041  0.2084707 0.1882842  0.1908903 -0.2599650
#> [2,] -0.2850416 -0.1729122 0.2283207 -0.3156889  0.3733441
#> [3,] -0.2194870 -0.2074758 0.2092450  0.2894358  0.3512333
#> 
#> $sigma2v
#>            [,1]       [,2]       [,3]       [,4]       [,5]
#> [1,] 0.03512031 0.04346002 0.03545093 0.03643911 0.06758179
#> [2,] 0.08124871 0.02989863 0.05213033 0.09965946 0.13938582
#> [3,] 0.04817454 0.04304622 0.04378346 0.08377311 0.12336481
#> 
#> $S
#> , , 1
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    0    0    0    0    0    0    0    0    0     0     0     0     0     0
#> [2,]    0    0    0    0    0    0    0    0    0     0     0     0     0     0
#> [3,]    9    8    8    8    8    8    7    8    9     8     9     9     9     9
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     0     0     0     0     0     0     0     0     0     1     0     0
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     8     8     8     8     8     8     8     8     8     8     8     8
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     8     9     8     8     8     8     8     8     8     8     8     8
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     8     7     8     8     8     8     9     8     8     8     8     8
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     8     8     8     8     9     8     8     8     8     8     8     8
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [2,]     0     0     0     0     0     0     0     0     0     1     0     0
#> [3,]     8     8     8     9     8     9     8     9     9     9     8     8
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     8     9     8     8     8     8     8     8     8     8     8     8
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     8     7     8     8     7     9     7     8     8     8     9     8
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     0      0      0      0      0      0      0      0      0      0
#> [2,]     0      0      1      0      0      0      0      0      0      0
#> [3,]     8      9      8      8      8      8      8      8      8      8
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      8      8      8      8      8      8
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      8      8      8      8      8      8
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      7      8      9      8      8      8      8      7      7      7
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      7      8      9      9      9      8      8      8      8      8
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      8      8      8      8      8      8
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      9      8      8      8      8      8      8      8      8      8
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      7      8      8      8      8      8      8      8
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      9      8      8      8      8      8
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      8      8      8      8      8      8
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      9      8      8      8      8      8      8      9      8      7
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      8      8      8      8      8      8
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      8      8      9      8      8      8
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      9      8      8      8      8      8      8
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      7      8      8      8      9      8
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      8      8      8      8      8      8
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      8      8      9      8      8      8
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      8      8      8      8      8      8
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      9      8      8      8      8      8      8
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      1
#> [3,]      7      7      8      8      9      8      9      8      8      8
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      8      8      8      8      8      8      8      8      8      7
#>      [,309] [,310] [,311] [,312]
#> [1,]      0      0      0      0
#> [2,]      0      0      0      0
#> [3,]      8      8      8      8
#> 
#> , , 2
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    3    3    2    3    3    3    3    3    3     2     2     3     3     4
#> [2,]    4    6    7    6    6    7    6    5    5     4     7     6     4     6
#> [3,]    5    6    5    4    5    7    4    4    4     4     5     5     5     5
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     2     3     3     3     2     3     3     3     3     3     3     2
#> [2,]     8     7     7     7     9     8     7     8     7     6     7     7
#> [3,]     6     7     7     7     4     5     6     5     4     4     6     6
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     3     3     3     3     3     5     4     3     4     3     4     4
#> [2,]     7     6     6     7     6     7     7     6     8     8     8     7
#> [3,]     4     5     5     7     8     5     7     5     6     8     5     8
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     3     4     3     3     3     3     4     3     3     4     4     4
#> [2,]     7     7     6     7     8     5     6     9     7     4     8     7
#> [3,]     4     3     8     4     5     6     4     5     6     5     4     8
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     3     2     4     4     3     3     4     3     3     3     2     3
#> [2,]     7     7     8     6     8     7     8     8     9     6     8     6
#> [3,]     4     8     4     5     4     5     6     6     7     7     6     4
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     3     3     3     3     4     3     4     2     4     3     4     4
#> [2,]     8     7     5     6     7     5     8     6     9     6     7     7
#> [3,]     8     4     7     6     6     4     7     4     6     5     7     7
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     3     3     5     4     4     3     3     3     3     4     3     3
#> [2,]     7     7     8     8     8     7     7     5     7     6     8     6
#> [3,]     7     7     6     8     8     5     5     7     7     5     8     7
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     4     4     3     2     3     3     3     3     3     3     3     3
#> [2,]     8     6     8     6     7     8     8     7     7     6     7     7
#> [3,]     6     6     6     7     4     4     7     8     5     7     5     7
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     4      3      4      2      3      2      3      3      3      3
#> [2,]     7      6      9      7      8      9      8      7      6      6
#> [3,]     5      5      7      5      8      5      6      4      6      4
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      4      4      3      4      3      3      4      3      3      3
#> [2,]      3      4      8      7      7      7      7      7      8      7
#> [3,]      7      6      7      4      7      7      8      6      5      5
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      3      3      3      2      4      3      3      3      3      3
#> [2,]      8      7      8      7      8      8      8      8      8      6
#> [3,]      6      6      3      7      6      5      6      8      6      7
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      4      3      3      3      3      3      3      3      3      4
#> [2,]      7      8      7      6      6      7      6      6      6      6
#> [3,]      3      6      5      4      4      6      5      5      7      5
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      3      3      3      3      3      3      3      4      3      3
#> [2,]      6      6      7      5      7      8      7      8      6      6
#> [3,]      7      6      4      3      4      5      5      6      6      6
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      4      3      3      3      4      4      3      3      3      4
#> [2,]      5      6      8      7      7      7      7      7      6      6
#> [3,]      6      6      6      7      8      6      8      6      5      6
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      3      3      3      3      3      3      4      3      4      3
#> [2,]      9      8      8      7      7      6      6      7      8      7
#> [3,]      5      7      5      7      5      5      6      7      7      7
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      3      3      3      3      4      3      3      2      4      4
#> [2,]      7      9      8      6      7      8      8      7      9      7
#> [3,]      8      7      4      5      6      8      8      6      6      6
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      3      4      3      3      3      3      4      3      4      3
#> [2,]      9      8      7      9      8      7      7      6      7      9
#> [3,]      7      7      8      8      5      6      6      8      6      8
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      2      4      4      4      3      3      3      3      3      3
#> [2,]      7      7      7      8      7      8      8      7      7      8
#> [3,]      7      6      7      7      5      6      7      8      5      6
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      2      3      4      2      2      2      3      4      3      4
#> [2,]      8      7      7      9      8      7      7      7      6      7
#> [3,]      6      6      6      5      5      6      5      5      5      5
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      3      3      3      3      3      3      3      4      3      3
#> [2,]      7      8      6      7      6      4      5      4      6      6
#> [3,]      4      6      7      6      7      6      6      6      8      7
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      3      3      4      2      3      4      3      3      4      3
#> [2,]      6      6      7      6      6      7      7      7      7      6
#> [3,]      6      6      7      5      6      8      8      7      7      6
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      3      3      3      3      3      4      3      3      2      3
#> [2,]      7      7      8      7      7      8      7      7      7      8
#> [3,]      7      7      7      5      6      6      7      7      8      8
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      4      4      3      4      3      4      2      4      3      3
#> [2,]      8      7      7      6      6      5      6      7      8      6
#> [3,]      8      5      7      7      4      5      5      7      7      8
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      4      3      2      3      3      4      3      5      2      2
#> [2,]      7      6      7      6      8      7      9      7      7      7
#> [3,]      6      7      7      5      7      5      7      7      7      7
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      3      4      2      3      2      3      4      3      5      4
#> [2,]      6      4      6      7      7      6      8      8      7      6
#> [3,]      6      6      6      6      6      6      6      5      8      8
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      3      3      5      3      3      4      4      4      2      2
#> [2,]      9      8      8      7      8      8      8      8      8      8
#> [3,]      7      7      7      8      7      7      8      7      8      6
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      4      4      3      3      4      3      2      4      2      4
#> [2,]      8      7      7      8      9      7      7      8      7      8
#> [3,]      6      7      8      8      6      6      7      6      7      5
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      3      3      3      4      3      3      3      3      4      3
#> [2,]      5      5      7      7      6      6      7      5      7      7
#> [3,]      0      1      6      4      4      7      5      5      7      7
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      4      3      4      4      3      4      3      3      3      3
#> [2,]      6      5      8      7      9      7      8      7      8      7
#> [3,]      6      8      7      7      7      7      7      7      8      4
#>      [,309] [,310] [,311] [,312]
#> [1,]      4      4      3      3
#> [2,]      7      7      7      6
#> [3,]      6      6      7      8
#> 
#> , , 3
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    3    3    3    2    3    4    3    3    3     2     3     3     4     3
#> [2,]    1    4    6    4    4    6    4    0    2     0     4     4     2     2
#> [3,]    4    3    2    0    1    3    0    4    6     5     7     6     4     2
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     3     2     3     2     4     2     3     3     4     2     4     3
#> [2,]     7     5     5     4     7     6     4     7     5     4     5     6
#> [3,]     4     6     5     6     1     4     4     3     2     4     4     6
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     3     3     3     5     3     3     3     3     3     3     4     4
#> [2,]     5     3     3     6     4     5     6     4     7     7     6     6
#> [3,]     4     2     6     6     5     2     7     2     4     6     4     7
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     3     4     4     3     3     3     3     3     3     3     2     1
#> [2,]     3     5     4     5     6     1     5     8     6     1     7     4
#> [3,]     2     0     6     3     2     6     2     3     3     7     2     6
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     3     3     3     3     3     3     4     3     2     3     3     3
#> [2,]     5     7     8     5     7     5     6     7     6     4     6     4
#> [3,]     2     6     2     2     2     5     7     5     4     7     6     2
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     3     2     3     3     3     3     4     3     2     3     3     3
#> [2,]     8     4     1     5     5     2     7     1     5     1     4     5
#> [3,]     6     2     4     4     4     3     6     1     3     3     4     6
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     2     3     3     3     3     3     4     3     2     3     3     4
#> [2,]     6     4     7     8     7     6     6     1     5     2     5     3
#> [3,]     7     3     4     6     6     2     3     5     6     5     7     4
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     4     4     3     3     2     4     3     3     4     3     5     4
#> [2,]     7     4     7     3     6     8     6     7     5     2     8     4
#> [3,]     3     4     5     5     2     2     5     6     3     4     2     6
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     3      3      3      3      3      4      3      3      3      3
#> [2,]     7      2      6      4      6      5      5      6      5      6
#> [3,]     4      4      7      2      7      0      3      1      3      2
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      4      3      4      3      3      4      2      4      3      2
#> [2,]      0      0      6      4      4      5      7      4      5      7
#> [3,]      2      3      6      2      4      3      5      7      4      4
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      3      3      3      3      4      5      3      3      3      5
#> [2,]      5      4      4      4      5      4      5      5      5      4
#> [3,]      4      4      1      5      6      3      3      6      3      5
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      4      4      3      4      3      3      3      4      3      3
#> [2,]      5      4      5      2      6      6      4      4      5      4
#> [3,]      1      3      3      3      2      5      3      2      7      6
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      2      3      3      3      4      3      4      4      3      4
#> [2,]      6      5      6      2      4      6      6      4      5      2
#> [3,]      5      4      2      1      3      3      3      6      5      7
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      3      4      3      3      3      3      3      4      4      4
#> [2,]      1      4      7      7      4      5      4      6      1      4
#> [3,]      2      4      6      5      6      4      7      5      7      4
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      3      4      3      4      4      3      2      2      3      3
#> [2,]      6      4      6      8      5      3      5      8      6      4
#> [3,]      2      8      4      6      2      6      5      5      6      5
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      3      3      4      3      3      4      3      2      2      4
#> [2,]      6      6      5      5      7      7      5      7      5      6
#> [3,]      8      5      3      4      4      7      6      5      4      5
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      4      3      4      3      3      3      3      3      3      4
#> [2,]      6      5      4      5      5      3      4      4      4      5
#> [3,]      5      5      6      6      5      7      5      6      5      5
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      3      2      3      3      4      4      3      3      3      3
#> [2,]      4      7      4      6      3      5      3      3      6      5
#> [3,]      5      6      5      7      4      7      7      4      4      6
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      3      3      3      2      4      3      4      4      3      4
#> [2,]      5      3      6      4      5      5      5      7      6      3
#> [3,]      8      7      7      6      4      8      9      5      5      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      2      3      4      3      4      4      3      3      3      2
#> [2,]      6      3      6      6      5      0      2      0      5      4
#> [3,]      2      3      7      4      7      9      3      2      8      6
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      3      4      3      3      4      3      3      3      3      3
#> [2,]      5      3      5      2      4      5      7      6      8      3
#> [3,]      5      4      6      3      7      6      8      6      6      6
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      3      3      3      3      3      3      3      3      3      4
#> [2,]      6      7      7      5      8      7      5      5      5      6
#> [3,]      7      7      6      5      4      4      7      4      6      7
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      3      3      4      3      2      3      4      4      3      3
#> [2,]      6      5      4      4      4      0      4      4      5      5
#> [3,]      6      5      5      5      1      6      6      7      5      7
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      4      3      3      4      2      3      3      4      3      4
#> [2,]      8      7      6      4      6      6      6      7      8      7
#> [3,]      5      5      7      4      6      5      4      6      7      6
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      5      3      3      3      3      3      3      3      3      3
#> [2,]      4      0      5      6      5      3      7      8      5      5
#> [3,]      4      5      6      6      6      3      4      4      5      6
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      5      3      3      3      3      4      4      3      4      3
#> [2,]      6      7      7      6      8      8      6      7      7      6
#> [3,]      7      6      4      8      6      7      7      6      7      6
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      3      3      2      3      3      3      4      4      4      2
#> [2,]      8      4      7      8      7      6      6      6      7      7
#> [3,]      4      5      8      7      4      5      5      4      7      3
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      4      3      3      3      3      4      3      3      3      3
#> [2,]      0      2      4      7      3      4      6      0      5      9
#> [3,]      0      0      6      3      2      5      2      2      7      4
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      3      4      4      3      3      3      4      3      3      4
#> [2,]      4      0      6      5      6      6      7      6      6      5
#> [3,]      4      3      5      3      4      7      5      4      7      3
#>      [,309] [,310] [,311] [,312]
#> [1,]      3      3      3      3
#> [2,]      4      5      6      4
#> [3,]      5      5      5      6
#> 
#> , , 4
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    3    3    3    3    3    3    3    4    4     3     2     3     3     3
#> [2,]    0    2    3    3    2    3    3    0    3     1     6     3     1     1
#> [3,]    4    3    2    0    2    4    0    3    4     3     6     4     2     2
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     3     3     4     4     4     2     3     4     3     3     4     3
#> [2,]     6     4     5     5     6     5     4     6     4     3     6     7
#> [3,]     3     6     6     7     1     5     5     3     1     3     3     6
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     3     3     3     4     4     4     3     2     3     4     3     3
#> [2,]     6     3     4     9     5     4     4     5     8     5     7     5
#> [3,]     4     2     6     7     4     1     6     1     5     6     2     8
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     3     3     4     3     3     3     3     4     3     4     4     3
#> [2,]     3     4     2     5     6     1     6     6     6     1     7     3
#> [3,]     2     0     8     2     2     6     2     4     3     6     2     5
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     4     3     3     3     3     3     3     3     3     3     3     3
#> [2,]     4     8     7     5     7     5     6     6     7     3     6     4
#> [3,]     2     6     4     2     2     4     6     6     4     6     6     2
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     4     4     3     2     3     3     3     2     2     4     3     3
#> [2,]     8     3     1     6     5     3     6     1     4     1     5     3
#> [3,]     6     1     6     6     3     3     6     3     3     3     5     6
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     3     3     3     3     2     3     3     3     4     3     4     4
#> [2,]     6     4     7     7     7     6     5     1     4     1     4     3
#> [3,]     7     6     3     8     7     2     3     4     5     5     4     5
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     4     5     4     3     4     4     2     4     4     2     3     3
#> [2,]     6     5     5     2     6     7     5     6     6     1     7     3
#> [3,]     2     4     5     5     3     1     5     6     3     5     3     7
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     4      4      4      4      3      2      4      3      3      2
#> [2,]     7      2      6      5      5      5      5      6      4      6
#> [3,]     4      2      7      2      6      1      4      2      3      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      4      4      2      4      3      4      3      4      3      3
#> [2,]      0      0      6      4      4      4      8      5      6      6
#> [3,]      2      3      6      4      5      5      6      8      4      4
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      2      4      3      3      4      3      2      3      3      3
#> [2,]      5      5      4      4      5      4      5      5      5      4
#> [3,]      3      3      0      5      6      4      2      5      4      5
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      3      3      3      4      3      3      3      4      3      3
#> [2,]      5      5      5      1      8      6      3      5      7      3
#> [3,]      0      3      3      3      3      4      1      1      7      4
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      2      3      3      2      4      3      4      3      4      3
#> [2,]      5      6      5      2      3      5      6      4      6      1
#> [3,]      5      3      1      1      3      3      2      6      6      8
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      3      3      3      3      3      4      3      3      3      4
#> [2,]      0      3      7      8      4      5      2      5      3      4
#> [3,]      3      4      6      5      7      4      7      5      7      4
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      4      2      3      3      3      4      3      3      2      3
#> [2,]      5      3      8      8      6      3      5      7      6      4
#> [3,]      3      7      5      6      3      6      5      5      5      6
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      4      3      2      3      3      4      3      3      3      4
#> [2,]      7      6      4      3      7      7      4      6      6      6
#> [3,]      7      4      2      4      5      8      6      4      5      5
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      3      4      3      3      3      3      3      3      4      3
#> [2,]      5      5      4      6      5      5      3      4      3      6
#> [3,]      5      4      5      6      5      6      4      6      5      5
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      3      3      4      2      3      3      3      4      5      4
#> [2,]      5      8      3      5      3      6      5      3      6      3
#> [3,]      4      6      5      8      5      6      6      4      3      4
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      3      4      3      3      3      2      3      3      3      3
#> [2,]      4      2      5      4      4      5      5      7      6      2
#> [3,]      8      7      5      5      3      6      7      4      4      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      2      4      3      4      3      4      4      3      3      3
#> [2,]      5      3      6      5      6      0      1      0      4      4
#> [3,]      2      3      7      3      6      7      5      2      7      6
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      4      3      3      3      4      4      4      3      3      4
#> [2,]      3      4      4      0      4      3      6      6      5      4
#> [3,]      4      5      5      2      8      6      8      7      5      6
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      3      4      3      4      3      3      4      3      4      2
#> [2,]      7      6      6      7      7      7      6      4      5      4
#> [3,]      6      8      6      4      5      5      7      4      6      7
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      3      4      3      3      2      3      3      4      3      5
#> [2,]      4      4      3      3      4      0      1      3      3      7
#> [3,]      7      4      6      5      0      6      4      7      5      6
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      4      3      3      3      3      3      3      4      5      4
#> [2,]      5      5      5      5      6      7      4      4      6      5
#> [3,]      5      6      7      3      6      3      4      6      7      4
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      3      3      3      3      4      3      3      3      2      2
#> [2,]      3      0      6      8      7      5      7      5      5      5
#> [3,]      3      5      5      6      6      2      4      5      6      7
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      3      3      5      2      3      3      3      3      3      3
#> [2,]      7      6      6      5      6      6      7      7      7      8
#> [3,]      7      6      5      8      6      7      6      6      8      6
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      3      3      3      3      3      3      3      3      3      3
#> [2,]      5      3      4      5      6      8      5      5      7      7
#> [3,]      4      5      8      8      5      5      4      5      7      2
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      3      4      4      3      3      4      3      2      3      3
#> [2,]      0      1      4      6      3      4      7      0      6      8
#> [3,]      0      0      6      3      2      5      3      1      7      5
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      4      3      3      4      3      3      4      4      3      3
#> [2,]      3      0      5      4      5      6      5      5      5      6
#> [3,]      4      3      6      5      5      6      5      5      8      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      4      3      3      3
#> [2,]      4      5      6      3
#> [3,]      5      4      6      5
#> 
#> , , 5
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    3    3    4    3    4    4    4    5    4     4     3     4     4     2
#> [2,]    0    1    3    1    2    2    3    2    4     1     6     2     0     0
#> [3,]    3    5    4    0    2    5    0    3    4     2     4     5     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     3     3     4     3     3     4     4     4     3     3     3     3
#> [2,]     5     3     5     5     6     4     5     8     4     2     6     8
#> [3,]     5     5     6     6     0     2     5     2     1     3     5     5
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     5     4     3     3     4     4     3     2     3     3     3     3
#> [2,]     7     3     5     6     5     6     3     5     7     5     8     3
#> [3,]     3     1     6     5     5     1     8     3     3     7     3     7
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     5     4     4     3     3     3     3     3     4     3     3     3
#> [2,]     2     3     1     6     5     1     6     6     5     0     9     4
#> [3,]     2     0     5     2     3     5     2     3     4     5     3     6
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     2     4     3     4     3     3     3     3     3     3     3     3
#> [2,]     4     8     7     5     7     5     5     6     6     3     5     4
#> [3,]     2     6     4     2     3     4     8     5     4     7     6     4
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     4     4     3     4     4     4     3     3     3     4     5     3
#> [2,]     7     3     2     6     6     2     6     1     4     1     5     4
#> [3,]     6     1     4     5     4     3     6     2     3     3     4     6
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     3     3     3     5     2     4     3     3     4     3     3     3
#> [2,]     5     4     7     8     9     5     5     1     4     0     4     3
#> [3,]     7     5     3     6     7     2     4     4     4     4     5     5
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     4     5     3     4     3     4     2     4     3     2     3     3
#> [2,]     5     4     5     2     6     7     5     6     6     2     8     4
#> [3,]     3     4     4     4     2     1     5     5     3     5     2     6
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     3      3      3      3      3      3      3      4      3      3
#> [2,]     7      2      5      4      6      5      4      7      4      6
#> [3,]     4      2      8      1      6      1      3      2      3      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      3      3      3      3      2      3      3      3      4      4
#> [2,]      0      0      6      5      3      5      7      6      5      6
#> [3,]      2      6      5      3      5      4      5      8      4      3
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      3      3      2      3      3      3      3      4      4      3
#> [2,]      6      4      4      4      4      5      5      5      5      3
#> [3,]      3      3      0      5      6      3      4      5      3      5
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      4      4      3      4      3      2      3      4      4      2
#> [2,]      5      3      3      1      7      4      3      6      8      3
#> [3,]      0      2      3      3      2      5      3      1      6      4
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      3      4      3      3      3      4      3      4      3      5
#> [2,]      6      7      4      2      2      5      7      3      6      1
#> [3,]      4      4      2      1      1      3      3      6      5      6
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      4      3      3      3      4      3      3      3      4      4
#> [2,]      0      2      5      7      5      6      2      6      1      5
#> [3,]      3      4      6      6      8      5      6      5      7      4
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      4      4      3      3      3      3      3      3      3      3
#> [2,]      4      4      6      6      7      3      6      6      4      5
#> [3,]      3      6      4      8      3      7      5      6      5      7
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      3      3      3      4      4      3      3      3      2      3
#> [2,]      8      6      6      3      7      5      4      7      5      6
#> [3,]      6      4      3      4      6      7      5      4      5      5
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      4      3      4      4      3      3      4      4      3      4
#> [2,]      6      4      3      4      4      2      3      4      5      5
#> [3,]      6      4      6      5      5      8      5      9      6      6
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      4      4      4      3      3      3      4      4      4      3
#> [2,]      4      7      5      5      3      5      3      2      5      5
#> [3,]      3      7      4      6      4      7      7      4      3      5
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      3      3      3      3      3      3      3      3      4      3
#> [2,]      3      3      5      4      4      4      5      7      6      1
#> [3,]      6      6      8      5      5      6      5      5      4      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      4      3      4      4      4      4      3      4      3      3
#> [2,]      4      2      5      5      6      0      1      0      4      4
#> [3,]      3      2      5      1      7      5      3      2      6      5
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      4      3      3      4      3      3      4      4      4      3
#> [2,]      3      4      3      0      4      4      5      5      5      5
#> [3,]      5      5      6      3      7      7      6      8      6      9
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      4      4      4      3      3      3      3      4      2      3
#> [2,]      8      6      6      5      7      7      6      4      5      5
#> [3,]      4      6      5      5      4      5      7      3      8      6
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      3      3      3      3      3      2      3      2      3      4
#> [2,]      5      4      4      3      3      0      1      4      3      8
#> [3,]      7      4      7      3      0      5      5      6      4      5
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      3      3      3      3      4      3      5      4      4      3
#> [2,]      6      6      5      4      4      5      4      4      5      4
#> [3,]      7      7      6      3      6      3      5      5      5      4
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      4      5      3      3      3      4      4      4      4      2
#> [2,]      4      0      5      6      6      4      8      6      4      3
#> [3,]      4      5      4      7      8      3      6      6      5      5
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      4      4      4      3      3      3      4      3      3      4
#> [2,]      7      9      8      5      6      7      8      7      8      7
#> [3,]      6      5      5      6      5      6      5      8      5      8
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      4      2      3      4      4      3      4      3      3      4
#> [2,]      6      3      4      6      6      6      5      5      7      7
#> [3,]      5      7      5      7      4      6      6      5      6      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      4      3      3      4      3      4      5      4      3      3
#> [2,]      0      1      4      5      2      3      6      0      6      5
#> [3,]      0      0      6      3      2      7      3      1      5      6
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      4      4      4      3      3      4      4      3      3      4
#> [2,]      4      0      6      5      5      8      6      5      7      6
#> [3,]      5      4      8      5      7      6      6      6      5      2
#>      [,309] [,310] [,311] [,312]
#> [1,]      3      4      3      4
#> [2,]      3      4      6      5
#> [3,]      8      5      4      7
#> 
#> 
#> $sigma2_omega
#>            [,1]       [,2]       [,3]       [,4]       [,5]
#> [1,] 0.01335183 0.01231301 0.04268535 0.09040105 0.05677002
#> [2,] 0.25582755 0.27435997 0.20599274 0.44271103 0.05115979
#> [3,] 0.26917874 0.30491581 0.05352067 0.09817622 0.05335369
#> 
#> $s_
#>           [,1]       [,2]       [,3]       [,4]       [,5]
#> [1,] 0.2233472 0.03646688 0.01918788 0.05508743 0.05164989
#> [2,] 0.3149169 0.34691729 0.11576435 0.37644528 0.15529624
#> [3,] 0.2101612 0.36571762 0.13378188 0.04951967 0.03258086
#> 
#> $sigma
#> , , 1
#> 
#>          [,1]      [,2]      [,3]     [,4]      [,5]     [,6]      [,7]
#> [1,] 1.103696 1.0737012 0.9993447 1.085102 0.9662291 1.071375 1.0404939
#> [2,] 1.002168 1.2883697 1.1868501 1.048755 1.0057719 1.223236 1.0655925
#> [3,] 1.231806 0.9831332 0.9988859 1.266778 0.9526659 1.238394 0.9404887
#>           [,8]     [,9]     [,10]    [,11]    [,12]     [,13]    [,14]    [,15]
#> [1,] 0.9769312 1.101785 1.0006434 1.109535 1.075130 0.9915854 1.101743 1.016622
#> [2,] 1.0426373 1.056166 0.8518355 1.067320 1.189193 0.9443653 1.084650 1.166136
#> [3,] 0.9289327 1.140434 1.0346079 1.090134 1.071886 1.0729989 1.070892 1.019591
#>         [,16]     [,17]    [,18]     [,19]     [,20]    [,21]     [,22]
#> [1,] 0.944834 1.0835931 1.057477 0.9718601 0.9942658 1.113433 1.0244879
#> [2,] 1.260482 1.2692330 1.139414 1.0609525 1.0948159 1.021638 1.2393565
#> [3,] 1.055584 0.9019686 1.121320 0.9880052 1.0578009 1.097071 0.9082198
#>         [,23]     [,24]    [,25]     [,26]     [,27]    [,28]     [,29]
#> [1,] 1.049330 1.0772221 1.037202 0.8926353 1.0388500 1.144495 0.9020681
#> [2,] 1.199315 1.0053416 1.120693 1.1923515 1.0444646 1.249738 0.8543475
#> [3,] 0.894621 0.8000154 1.172231 0.9686218 0.9251531 1.085101 0.9875206
#>          [,30]     [,31]     [,32]    [,33]     [,34]     [,35]    [,36]
#> [1,] 1.2116986 0.9991106 1.0190229 1.098414 1.0685069 1.1723264 1.015419
#> [2,] 0.9347755 0.9919166 1.0255547 1.047031 0.9208574 0.9252043 1.134696
#> [3,] 1.0865198 1.1202524 0.9713475 0.929058 1.0141168 0.9869574 0.977194
#>          [,37]    [,38]    [,39]    [,40]     [,41]     [,42]    [,43]
#> [1,] 1.1867644 1.084452 1.049649 1.035226 0.9978643 1.1473630 1.083007
#> [2,] 1.3354199 1.043484 1.160995 1.000989 1.0947822 1.1491144 1.278690
#> [3,] 0.9190909 1.164527 1.083500 1.006943 1.0089104 0.9396353 1.078919
#>          [,44]     [,45]     [,46]    [,47]     [,48]     [,49]     [,50]
#> [1,] 1.0506234 1.0049615 1.0047561 1.179913 0.9371780 1.0279174 1.2090633
#> [2,] 0.9130388 0.9384525 1.2843484 1.036643 0.9345922 0.9916643 1.0768679
#> [3,] 0.9436253 0.8612082 0.9879168 1.119677 1.0088383 1.0763196 0.8964417
#>         [,51]     [,52]     [,53]     [,54]    [,55]     [,56]     [,57]
#> [1,] 1.022443 1.0443803 1.1582286 0.9820700 1.109111 1.0299580 1.0696199
#> [2,] 1.094796 1.1800434 0.9550936 1.0616081 1.238604 1.1251205 1.2667107
#> [3,] 1.061201 0.9152751 0.8938388 0.8749029 1.070724 0.9677575 0.9711923
#>          [,58]     [,59]     [,60]    [,61]     [,62]    [,63]     [,64]
#> [1,] 0.9469267 0.9273679 1.0478108 1.031302 1.0617041 1.193108 1.1536989
#> [2,] 1.1009499 1.1138377 1.1326702 1.144830 1.0502653 1.125619 1.1833206
#> [3,] 1.0682707 0.8969674 0.9670137 1.027941 0.8862783 0.871027 0.8955113
#>         [,65]    [,66]    [,67]     [,68]    [,69]     [,70]     [,71]
#> [1,] 1.040508 1.114515 1.141705 0.9622274 1.041943 0.9847033 1.1246160
#> [2,] 1.037706 1.070009 1.256019 0.8991973 1.064893 0.8903721 1.0843173
#> [3,] 1.311198 1.140118 1.075993 0.8257326 1.091567 0.7684121 0.9437285
#>          [,72]    [,73]    [,74]    [,75]     [,76]    [,77]    [,78]     [,79]
#> [1,] 0.9317837 1.083883 1.000472 1.062968 0.9976719 1.007817 1.023697 1.0985812
#> [2,] 1.2530434 1.213683 1.007438 1.041412 1.0262942 1.194407 1.127472 0.9705293
#> [3,] 0.9540657 1.140117 1.076093 1.229402 1.3464269 1.192405 1.095958 1.0115580
#>          [,80]    [,81]    [,82]     [,83]    [,84]     [,85]    [,86]    [,87]
#> [1,] 1.1839349 1.051916 1.065674 1.1155720 1.136744 0.9916061 1.024472 1.217449
#> [2,] 1.0034773 1.027712 1.238574 0.8363215 1.320029 1.1054277 1.041269 1.131858
#> [3,] 0.9873459 1.240085 1.298027 1.2240085 1.177971 1.0817977 1.090083 0.961462
#>          [,88]     [,89]     [,90]     [,91]    [,92]     [,93]    [,94]
#> [1,] 1.0830667 1.0129693 0.9741508 1.0649527 1.062561 1.0983419 1.022290
#> [2,] 0.9774504 0.9613957 1.1116456 0.8820808 1.085737 1.1498084 1.052326
#> [3,] 1.0249293 1.0084146 1.0416338 1.0405250 1.244422 0.7612466 1.009423
#>          [,95]     [,96]     [,97]     [,98]     [,99]    [,100]    [,101]
#> [1,] 0.9023194 0.9676677 0.9758574 1.0847450 1.0089198 0.9913698 1.1374822
#> [2,] 0.9195618 1.4007146 1.0636910 1.2095695 0.9430224 1.1385716 1.0715990
#> [3,] 0.9265656 1.0235950 1.0690786 0.9951168 0.9644036 0.9205994 0.8806383
#>         [,102]   [,103]    [,104]   [,105]   [,106]   [,107]    [,108]   [,109]
#> [1,] 0.9767333 1.156069 1.0338962 1.146415 1.119342 0.988448 1.2196661 1.121577
#> [2,] 1.1525712 1.030174 1.1056484 1.063949 1.202251 1.157247 1.0792435 1.142040
#> [3,] 1.0181038 1.093887 0.9916548 1.203176 1.028171 1.017502 0.9610816 1.014854
#>         [,110]   [,111]   [,112]   [,113]    [,114]   [,115]    [,116]
#> [1,] 0.9865290 1.133629 1.017689 1.072292 1.0854204 1.203725 1.0096821
#> [2,] 1.0256412 1.083037 1.089723 1.220764 1.2171456 1.001403 1.2845088
#> [3,] 0.9972246 1.063361 1.071157 0.938610 0.9458753 1.034514 0.8733878
#>         [,117]    [,118]    [,119]    [,120]   [,121]    [,122]    [,123]
#> [1,] 1.0045075 1.0527377 1.0791634 1.0219141 1.036215 1.0618350 1.1489655
#> [2,] 1.0726198 1.0439173 1.1089954 1.1233024 1.301657 0.9595674 1.1442966
#> [3,] 0.8196385 0.9848813 0.9020088 0.8212632 1.168860 1.0106847 0.9309084
#>         [,124]    [,125]    [,126]    [,127]    [,128]    [,129]    [,130]
#> [1,] 1.0165821 0.9991195 0.9611974 1.0089799 1.0460850 0.9649997 1.0675446
#> [2,] 0.9094825 1.3160091 1.0295182 1.0332799 0.9955674 1.0721748 0.8040834
#> [3,] 0.9059456 0.8545111 0.9099523 0.8678501 0.8641887 0.9942359 0.8879905
#>        [,131]    [,132]    [,133]   [,134]   [,135]    [,136]    [,137]
#> [1,] 1.053960 1.1131379 0.9162063 1.024756 1.004130 1.1755612 0.9682930
#> [2,] 1.006460 1.2878478 1.0681329 1.115516 1.190130 1.0211686 1.1584662
#> [3,] 1.130307 0.9986597 1.0710932 1.168812 1.013316 0.8817689 0.9519073
#>         [,138]    [,139]   [,140]    [,141]    [,142]    [,143]    [,144]
#> [1,] 1.0413810 1.1278521 1.018922 0.9887795 0.9606794 1.0171203 1.0571663
#> [2,] 1.0890545 0.8878964 1.125606 1.0741992 0.9642026 1.0594817 0.9147446
#> [3,] 0.9788822 0.9052127 1.034196 0.9476679 0.8706547 0.9076529 1.0188100
#>         [,145]    [,146]    [,147]   [,148]    [,149]   [,150]    [,151]
#> [1,] 1.0751727 1.1047974 1.0434179 1.073413 1.2054818 1.012405 1.1556906
#> [2,] 0.9486980 1.2700557 1.1119647 1.261191 0.9602312 1.061537 0.9127822
#> [3,] 0.8701045 0.9549711 0.9540444 1.186521 0.8282450 0.961956 0.9855793
#>        [,152]   [,153]    [,154]    [,155]    [,156]    [,157]    [,158]
#> [1,] 0.994143 1.151985 1.0675758 1.0060677 1.1228211 0.9912068 1.1241607
#> [2,] 1.018529 1.204840 0.9801699 0.9733426 1.3463156 1.0887662 0.9307110
#> [3,] 1.038536 1.068449 0.9991100 1.1415519 0.9254381 0.9440297 0.8833754
#>        [,159]   [,160]    [,161]    [,162]    [,163]    [,164]    [,165]
#> [1,] 1.082268 1.082744 0.9859631 0.9507961 0.9574679 1.0731815 1.1284712
#> [2,] 1.037272 1.282564 0.9580881 1.1108943 1.1860342 0.9678439 1.0294586
#> [3,] 1.028588 1.086156 1.3646261 0.8810153 1.2031767 0.8870478 0.9566406
#>         [,166]   [,167]   [,168]   [,169]    [,170]    [,171]    [,172]
#> [1,] 1.0558381 1.116194 1.177087 1.305173 1.1360523 0.9727419 1.0901072
#> [2,] 0.9949274 1.066950 1.106776 1.248631 0.7841035 0.9983900 1.0206692
#> [3,] 1.0117278 0.862726 1.049327 0.930703 1.0211558 0.8495005 0.9135257
#>        [,173]    [,174]   [,175]   [,176]   [,177]    [,178]   [,179]    [,180]
#> [1,] 1.184963 0.9711160 1.155180 1.065065 1.127989 1.0606577 1.115662 1.0675617
#> [2,] 1.055543 1.1596399 1.187171 1.029250 1.091272 1.0788301 1.145547 0.9495738
#> [3,] 0.969902 0.9559861 0.916323 1.123443 1.138989 0.8690448 1.219538 1.1219508
#>        [,181]   [,182]    [,183]   [,184]   [,185]   [,186]  [,187]    [,188]
#> [1,] 1.043838 1.091396 1.1818693 1.005481 1.027916 1.056368 1.04663 1.1303885
#> [2,] 1.222661 0.985589 1.1261610 1.030583 1.304874 1.038270 1.12264 1.0081594
#> [3,] 1.242355 1.210307 0.9966922 1.016761 1.192343 1.114485 1.15000 0.9184335
#>         [,189]   [,190]   [,191]   [,192]    [,193]   [,194]    [,195]   [,196]
#> [1,] 1.0733704 1.079644 1.025463 1.121971 0.9996042 1.009176 1.2469152 1.106709
#> [2,] 1.0958233 1.027851 1.411621 1.113105 1.0750454 1.158218 0.8511513 1.034507
#> [3,] 0.8691669 0.974704 1.013431 1.013574 0.9908434 1.271417 0.9252486 1.062068
#>        [,197]   [,198]    [,199]    [,200]   [,201]    [,202]   [,203]
#> [1,] 1.128127 1.052640 1.0252166 1.1010682 1.106190 0.9762395 1.014214
#> [2,] 1.327465 1.024163 0.8527418 1.2085530 1.196478 1.0286524 1.037944
#> [3,] 1.088759 1.075556 1.0372596 0.9521008 1.121950 1.0330100 1.010571
#>         [,204]    [,205]   [,206]   [,207]    [,208]    [,209]   [,210]
#> [1,] 0.9810262 1.0756178 1.015220 1.123974 1.0152084 0.9462850 1.156501
#> [2,] 1.0168842 1.0194971 1.326041 1.153900 1.3633019 1.2528025 1.026907
#> [3,] 0.9504785 0.9690665 1.121576 1.071882 0.9819456 0.9360113 1.245715
#>         [,211]   [,212]   [,213]   [,214]   [,215]   [,216]    [,217]    [,218]
#> [1,] 1.0623361 1.067509 1.080952 1.077610 1.039524 1.021926 0.9965305 0.9520499
#> [2,] 0.8649541 1.026625 1.070476 1.127504 1.074127 1.279324 0.9921055 1.1455397
#> [3,] 1.1851739 1.019985 1.012033 1.085462 1.131891 1.088678 0.9066505 1.0279251
#>        [,219]    [,220]    [,221]    [,222]    [,223]    [,224]    [,225]
#> [1,] 1.125986 1.0257538 0.9909721 1.1270947 1.1411945 1.0392716 1.0743562
#> [2,] 1.135823 0.8425142 1.1185491 1.0423992 1.0985779 1.2673662 1.1237549
#> [3,] 1.146345 0.8621182 0.9182092 0.8836108 0.9287917 0.8765512 0.7849961
#>        [,226]    [,227]    [,228]    [,229]   [,230]   [,231]   [,232]   [,233]
#> [1,] 1.011824 1.0892461 1.1082175 0.9373040 1.185230 1.061158 1.065402 1.036132
#> [2,] 1.188163 1.0309307 1.2003645 1.2010470 1.120878 1.227134 1.132919 0.987843
#> [3,] 1.051224 0.9213806 0.9521284 0.7961307 0.905363 1.019675 1.029229 1.038296
#>         [,234]    [,235]   [,236]    [,237]   [,238]    [,239]    [,240]
#> [1,] 0.9921800 1.0951332 1.154151 1.0122746 1.028375 1.0898795 1.1508350
#> [2,] 0.9218296 0.9393661 1.169658 0.8264442 1.160878 1.1282158 0.9717747
#> [3,] 0.9171609 0.9870735 1.060683 1.0918775 1.025583 0.9052402 0.9099463
#>         [,241]   [,242]    [,243]   [,244]   [,245]    [,246]    [,247]
#> [1,] 1.1117250 1.043909 1.0767582 1.180449 1.002737 1.0540161 1.0182715
#> [2,] 1.1350151 1.172711 0.8683848 1.121392 1.355540 1.1754949 0.9576553
#> [3,] 0.9969954 1.414280 0.9374612 1.097863 1.061753 0.8767364 0.9950028
#>        [,248]   [,249]    [,250]    [,251]    [,252]    [,253]   [,254]
#> [1,] 1.123533 1.064499 1.0321401 1.1122548 0.9854152 0.9793073 1.081290
#> [2,] 1.003589 1.066916 1.1410724 1.1506401 1.1695747 1.0449748 1.314885
#> [3,] 1.055323 1.017473 0.7390092 0.9325549 0.8865803 0.9377286 1.119667
#>         [,255]    [,256]    [,257]   [,258]    [,259]    [,260]    [,261]
#> [1,] 1.0565244 0.9949495 0.9393229 1.006536 1.0717445 1.1505635 0.9515786
#> [2,] 0.9018545 1.0484998 0.9949510 1.045321 1.1135440 1.1445451 0.9130294
#> [3,] 1.2671384 0.8968139 1.0607529 1.178243 0.8744552 0.9269642 0.9301118
#>         [,262]    [,263]    [,264]   [,265]    [,266]    [,267]    [,268]
#> [1,] 1.0363217 1.0161722 1.1742452 1.084581 1.0987501 1.2580819 1.1418627
#> [2,] 0.9932910 1.1860066 0.9505059 1.138538 1.0011972 0.8720548 1.3219797
#> [3,] 0.9428981 0.9135606 1.2163942 1.106463 0.8622155 0.8680677 0.9023234
#>         [,269]    [,270]   [,271]    [,272]    [,273]    [,274]    [,275]
#> [1,] 0.9586993 1.0339098 1.212716 1.0967812 0.9983383 1.0153059 1.0725317
#> [2,] 0.9923352 1.0713233 1.194258 1.0822004 1.1187998 0.9484502 1.1708758
#> [3,] 0.8125217 0.9719495 1.054450 0.9433328 0.9962251 1.0173187 0.9270483
#>         [,276]    [,277]   [,278]    [,279]    [,280]    [,281]    [,282]
#> [1,] 0.9678702 0.9857565 1.037250 1.0137474 1.1183906 1.1134832 1.0115031
#> [2,] 0.9873038 0.9347292 1.112794 1.2636958 0.9193247 0.9802012 1.0343227
#> [3,] 1.0834524 1.2043343 1.056562 0.9335596 0.8664389 0.9426224 0.8846205
#>        [,283]   [,284]    [,285]    [,286]    [,287]    [,288]   [,289]
#> [1,] 1.209482 1.103191 1.0177924 0.9692004 0.9666767 1.1944383 1.061734
#> [2,] 1.051661 1.230074 1.0557990 1.1285176 1.1097610 0.8517565 1.490584
#> [3,] 1.007129 1.124821 0.9544941 0.9842477 1.0247601 1.2413943 1.083977
#>         [,290]   [,291]   [,292]    [,293]   [,294]   [,295]   [,296]    [,297]
#> [1,] 1.2028196 1.180687 1.040727 0.9808252 1.027841 1.105768 1.110710 1.1151139
#> [2,] 1.0458585 1.282810 1.008704 0.9753645 0.958461 1.198227 1.066437 0.9762089
#> [3,] 0.9385213 1.137725 1.050934 0.9278624 1.095796 1.161763 1.118530 1.1264995
#>         [,298]    [,299]    [,300]   [,301]    [,302]   [,303]    [,304]
#> [1,] 1.0623263 1.0750957 1.0907905 1.076589 1.1426215 1.020488 1.0374895
#> [2,] 1.2551858 1.0173360 0.9960041 1.019075 0.9727942 1.217915 1.0732984
#> [3,] 0.8322968 0.9862007 1.0441862 1.099161 1.0945482 1.003803 0.9673357
#>        [,305]    [,306]    [,307]    [,308]   [,309]    [,310]    [,311]
#> [1,] 1.107747 1.0717618 0.9986872 1.1154001 1.116907 0.9298426 1.0480944
#> [2,] 1.146403 0.8688143 1.1038433 1.0279885 1.365145 1.2105997 0.8790939
#> [3,] 1.197050 0.9997211 0.8266651 0.9076112 1.003621 0.8728016 0.9015652
#>        [,312]
#> [1,] 1.156066
#> [2,] 1.116006
#> [3,] 1.007234
#> 
#> , , 2
#> 
#>           [,1]      [,2]     [,3]      [,4]      [,5]     [,6]      [,7]
#> [1,] 0.9238441 1.0579637 1.031170 0.9716264 0.7639592 1.123930 1.0275392
#> [2,] 1.0337114 0.9130686 1.013617 1.0156992 1.0454451 1.094377 0.8626660
#> [3,] 0.9902676 1.0621926 1.025886 1.0574316 1.1736188 1.097532 0.9164077
#>           [,8]      [,9]     [,10]     [,11]    [,12]     [,13]    [,14]
#> [1,] 0.9473216 1.2841753 0.8979032 0.9502143 1.026024 1.2125303 1.084778
#> [2,] 0.9117264 1.0252879 1.0960898 1.1182100 1.027745 0.9928312 1.047602
#> [3,] 1.0439535 0.9315564 1.0092191 0.9278027 1.034923 1.0659936 1.110442
#>          [,15]     [,16]     [,17]     [,18]     [,19]     [,20]     [,21]
#> [1,] 1.0002984 0.9473336 0.9721446 0.9888277 0.9051681 0.7629121 1.0135331
#> [2,] 0.9520097 0.9346737 0.9999343 0.9348931 0.9389907 1.0798211 0.9780416
#> [3,] 0.9641491 1.1491198 0.9994914 1.1751463 1.0974532 1.0024467 0.8858160
#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 1.0999327 1.0239698 0.9857536 0.9837988 0.8995676 0.9743382 0.9093088
#> [2,] 0.9401355 0.8995647 0.9300323 0.9829327 1.0501605 1.0410704 1.0126052
#> [3,] 0.8524731 1.1444766 0.9991551 1.0377921 1.0112402 0.8272699 1.0378077
#>          [,29]     [,30]     [,31]    [,32]     [,33]     [,34]     [,35]
#> [1,] 1.0204458 0.9501791 0.9592177 1.083508 0.8849531 1.2254894 1.1528831
#> [2,] 0.9883556 0.9375193 0.9558071 1.014886 1.1664364 0.9523854 0.9536372
#> [3,] 1.0457325 0.9487047 1.0480074 1.097541 0.7544202 0.7653211 0.9304870
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]    [,42]
#> [1,] 1.1323388 1.2627928 1.1398266 1.0753327 1.0597518 0.8766723 0.926418
#> [2,] 0.9352028 1.0030724 1.0665529 0.9588561 0.9442556 1.0528491 1.095014
#> [3,] 0.8825847 0.9445528 0.9542635 1.0671111 1.0400487 0.9296351 1.011268
#>          [,43]     [,44]     [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 1.0226771 0.9938065 1.0012240 1.0966792 1.0447537 0.9679818 0.8768650
#> [2,] 0.9097054 0.8059852 0.9553385 0.9331465 1.0540049 1.1087581 1.0056127
#> [3,] 0.9624679 1.0086452 0.7791441 0.9077744 0.7331446 0.9961377 0.9326699
#>          [,50]     [,51]     [,52]     [,53]     [,54]     [,55]    [,56]
#> [1,] 0.8770635 1.0967319 0.8778585 1.1311157 0.9443841 0.8935400 1.150094
#> [2,] 1.0617041 0.9248925 0.9015150 1.0601701 1.0313628 0.9462984 1.029103
#> [3,] 1.2704736 0.9505505 1.1438750 0.8372865 0.8666081 0.9507984 1.199546
#>          [,57]     [,58]    [,59]     [,60]     [,61]     [,62]     [,63]
#> [1,] 0.9574575 0.9151072 1.003275 0.9300543 1.1202598 0.8871816 0.8217610
#> [2,] 1.0013961 1.0250449 1.156723 1.0882666 0.9931545 1.1804811 0.9377076
#> [3,] 0.9309360 0.9587997 1.267452 1.1002925 0.9067229 1.0523031 1.4167868
#>          [,64]     [,65]     [,66]    [,67]     [,68]     [,69]     [,70]
#> [1,] 0.8808883 1.0157799 1.1598850 1.067790 1.0205685 0.9711972 1.1271939
#> [2,] 0.9421073 0.8691946 0.9758056 1.012687 0.9483198 0.8251802 0.8374029
#> [3,] 0.8992836 1.0635498 1.0355821 1.142861 0.7675657 0.8825921 0.8628671
#>          [,71]     [,72]    [,73]     [,74]     [,75]     [,76]     [,77]
#> [1,] 1.0361005 1.0403554 1.273000 1.1658469 0.9261225 0.9675714 0.8500255
#> [2,] 0.9060260 1.0716271 0.975137 0.9517719 0.8999727 1.0476724 1.0602385
#> [3,] 0.9474335 0.9868395 1.010918 1.2113639 0.8917693 0.6826141 1.0635547
#>          [,78]     [,79]    [,80]    [,81]     [,82]     [,83]     [,84]
#> [1,] 1.1004269 1.1657052 1.059493 1.091664 1.1202321 0.8555769 0.9516654
#> [2,] 0.9534475 0.9596039 1.069516 0.944530 0.9443304 0.9787466 0.9899628
#> [3,] 1.0679587 1.1096543 1.082616 1.127989 1.0172624 0.9608562 1.0434581
#>          [,85]    [,86]     [,87]     [,88]     [,89]     [,90]     [,91]
#> [1,] 0.8852697 1.179482 0.9702017 1.0049179 1.0028407 0.8780941 0.8900815
#> [2,] 1.1702644 1.081266 0.8591615 0.9541103 0.9484722 0.9746176 0.9881860
#> [3,] 1.1340567 1.084604 1.0804556 0.8963676 0.9881167 1.1462045 1.0716641
#>          [,92]     [,93]     [,94]    [,95]     [,96]     [,97]     [,98]
#> [1,] 0.9353879 0.9047901 0.9380638 1.057579 0.9917727 1.1674400 1.2296020
#> [2,] 1.1184385 1.1365676 1.2394650 1.021828 1.0006548 1.1105662 0.9330475
#> [3,] 0.9214337 1.0506220 0.9506561 1.041893 0.9029709 0.9825466 0.9870426
#>         [,99]   [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 1.108680 1.044446 1.0159070 1.0347576 1.0477839 1.1015086 1.0177455
#> [2,] 1.026613 0.796571 0.9993651 1.0818482 1.0163578 1.1222723 1.0372968
#> [3,] 1.138672 1.134848 1.0540641 0.9846828 0.9893294 0.8569141 0.9247021
#>         [,106]    [,107]   [,108]   [,109]    [,110]    [,111]    [,112]
#> [1,] 1.0203327 1.0262102 1.090313 1.134472 1.0328095 0.9478505 1.0932843
#> [2,] 0.8575334 0.9826552 1.148815 1.064219 0.9103308 0.9815374 0.9825639
#> [3,] 0.9780960 0.9846964 1.017297 1.049255 0.9395478 1.1179671 0.8707900
#>         [,113]    [,114]   [,115]   [,116]    [,117]    [,118]    [,119]
#> [1,] 1.0417337 0.9986614 1.043998 0.996733 0.8577542 0.9495522 0.9479021
#> [2,] 1.0059099 1.1900514 1.015937 1.098792 1.1178118 1.0589467 1.0686857
#> [3,] 0.8960897 1.0599265 0.817147 1.160477 1.2415265 0.9867241 1.1256567
#>         [,120]    [,121]    [,122]   [,123]    [,124]    [,125]    [,126]
#> [1,] 0.9717377 0.9743865 0.7953325 1.036689 1.0367107 1.0285697 0.9481537
#> [2,] 0.8782534 1.1094776 1.0292347 1.107294 0.9849333 0.9703278 1.0259136
#> [3,] 1.0792379 1.0405515 1.0008913 1.001218 0.9358125 1.0434650 0.9908914
#>         [,127]    [,128]   [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 1.1629241 1.0686053 0.844083 0.9387021 0.9962082 1.1343551 1.0911393
#> [2,] 0.9029753 0.8450336 1.066825 0.9563815 0.9045038 1.0710030 1.1159105
#> [3,] 1.0022683 1.0395325 1.096775 0.9521731 0.9852146 0.8618691 0.7840659
#>        [,134]    [,135]    [,136]   [,137]   [,138]    [,139]    [,140]
#> [1,] 1.133963 0.9490572 0.9419009 1.027920 1.036512 0.8439902 0.9347316
#> [2,] 1.113226 1.0029352 0.8848655 0.898405 1.099703 0.9046152 1.0529274
#> [3,] 1.015682 1.2091366 1.1312689 1.118612 1.025889 1.0932769 0.9393512
#>         [,141]    [,142]    [,143]    [,144]   [,145]    [,146]   [,147]
#> [1,] 0.9757426 1.1419110 1.2188984 1.0523852 1.164036 1.2374569 1.190949
#> [2,] 1.0799170 1.0848256 0.9905466 0.9452419 1.094976 0.9103197 1.025170
#> [3,] 1.0581222 0.9583805 1.0046289 0.9784867 1.112692 1.2057543 1.032424
#>         [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 1.0626557 0.9956364 1.2374849 1.1174614 0.9780276 0.9669799 1.0907000
#> [2,] 0.9065644 1.1902784 1.0471630 1.0849959 0.9406680 1.0469918 0.8579092
#> [3,] 1.1144233 0.9261404 0.8802519 0.9057577 0.9676402 0.8712863 0.8750658
#>        [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 1.039457 1.0911622 0.9818166 1.1869741 1.1945118 1.1637035 1.2275668
#> [2,] 0.931231 0.8887625 0.9657464 0.9363607 0.9792065 0.9835095 0.9773687
#> [3,] 1.134904 1.0661882 0.9053579 1.0160210 0.9496892 0.9351896 1.0950456
#>         [,162]    [,163]    [,164]   [,165]    [,166]   [,167]    [,168]
#> [1,] 1.3072316 1.1326914 1.0107809 1.023641 0.8854098 1.006050 1.0654619
#> [2,] 0.9746618 0.8876325 0.9751993 1.060399 1.0118289 1.099947 1.0074562
#> [3,] 1.0065574 0.8999175 1.0240243 1.015624 0.9783526 1.198277 0.8672292
#>         [,169]    [,170]    [,171]    [,172]    [,173]    [,174]    [,175]
#> [1,] 0.8801644 1.0093997 0.8842917 0.8699290 1.0663004 1.1701124 0.8990020
#> [2,] 1.1043218 0.8988446 0.8733489 0.9034569 0.9639890 0.9853952 1.0269649
#> [3,] 1.0446443 1.0823547 1.1156122 0.9592754 0.9395007 1.0115496 0.9306093
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]   [,182]
#> [1,] 0.9706442 0.9737753 0.9810614 0.9198240 0.9599184 1.1826872 1.139385
#> [2,] 1.0517497 1.1733311 1.1819699 0.9264348 0.8741171 0.8376312 1.112283
#> [3,] 1.1050334 1.0110188 1.0637191 0.9996494 0.9841875 0.9866051 1.020522
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 1.0745899 0.9171796 0.9190799 1.0620820 1.2199180 1.2401425 0.9259214
#> [2,] 1.1413346 1.0169257 0.9445258 1.0548271 0.9330048 0.9412031 1.1033904
#> [3,] 0.8789327 0.9423478 1.0465075 0.8796135 1.1570850 0.8530120 1.1324598
#>         [,190]    [,191]    [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 0.8966923 0.9480951 1.2275440 1.0165604 0.9798940 1.0846055 1.0735816
#> [2,] 1.1502897 1.0856526 0.9798387 0.8658663 0.9819695 0.9369585 0.9753641
#> [3,] 0.8847634 1.0212018 0.9448200 1.2764758 1.0962053 0.9326456 0.9824764
#>         [,197]    [,198]   [,199]   [,200]    [,201]    [,202]    [,203]
#> [1,] 0.9705064 1.2101450 1.094126 1.056983 0.8770322 0.8464378 0.9166613
#> [2,] 0.8996634 1.0503721 1.169251 1.084558 1.0432166 1.0768044 1.0970117
#> [3,] 1.0418439 0.8262425 1.002921 1.000642 0.9316007 0.9927507 1.1721205
#>         [,204]    [,205]    [,206]    [,207]   [,208]    [,209]    [,210]
#> [1,] 0.8972362 1.0489763 1.3252899 0.9172199 1.064300 0.9819773 0.9468057
#> [2,] 1.0595545 0.8766587 1.0247558 0.9758820 1.081782 0.9974739 0.8919788
#> [3,] 0.8489277 1.0622326 0.9889042 1.0764636 1.045697 0.8764555 0.9679235
#>         [,211]    [,212]    [,213]   [,214]   [,215]    [,216]    [,217]
#> [1,] 1.1268834 0.9688389 1.0583704 1.050822 1.076327 1.2511793 1.1379847
#> [2,] 0.9871261 1.0851030 1.0180786 1.001175 1.020716 0.9297450 0.8873186
#> [3,] 1.3560212 1.0508004 0.8376189 1.263939 1.069576 0.9324044 0.9474967
#>         [,218]   [,219]    [,220]   [,221]    [,222]    [,223]    [,224]
#> [1,] 0.8960576 1.029136 1.3598455 1.179058 0.9616071 1.3371967 1.1110916
#> [2,] 0.7713485 1.028073 0.9971774 1.048963 1.0354390 0.9975898 1.0381873
#> [3,] 1.0362090 1.032577 1.0226226 1.194405 1.0216306 1.0042060 0.9077067
#>         [,225]    [,226]    [,227]    [,228]    [,229]    [,230]    [,231]
#> [1,] 1.0733122 1.1249083 1.0531601 0.9996120 0.9095507 0.9864502 1.1051002
#> [2,] 0.9187565 0.8949098 1.0510121 0.8880592 1.0480169 0.9905603 1.0672514
#> [3,] 1.1339258 0.8238443 0.7939351 0.9689670 0.9762143 0.9228386 0.8093713
#>        [,232]    [,233]   [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 1.133473 0.9901964 0.925908 0.8326659 0.9794159 0.9637950 1.0756265
#> [2,] 1.088158 1.1185153 0.953234 1.0676922 0.8510048 0.9483001 1.0147224
#> [3,] 1.028996 0.9443066 0.999307 1.1665975 1.1662069 1.0389247 0.9933625
#>        [,239]    [,240]    [,241]   [,242]    [,243]    [,244]    [,245]
#> [1,] 1.028922 1.1946945 1.1864704 1.123917 0.9344395 0.8841275 0.8874029
#> [2,] 1.072312 0.9349357 1.0152086 1.096058 1.0251261 1.0627624 1.0595866
#> [3,] 1.002151 1.0427673 0.9556473 1.129511 1.2137531 1.1265013 0.9178148
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]    [,252]
#> [1,] 1.0645634 0.9110718 0.9259052 1.0322990 0.9063417 1.0141308 1.0335054
#> [2,] 0.9522030 0.8668801 1.0292184 1.0145761 0.9686187 0.9658608 0.8897293
#> [3,] 0.9733001 0.9103856 1.0278496 0.9366904 1.0878861 0.9709687 0.9011901
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 0.9741125 0.9964848 0.8827836 1.1021995 0.8641593 0.8917494 0.9678067
#> [2,] 1.0196575 1.1677843 1.0547753 1.2013954 1.2261949 1.0963552 1.0554188
#> [3,] 1.1212495 1.0818884 1.0174616 0.8959861 0.8342674 1.0783768 0.9424479
#>         [,260]   [,261]    [,262]    [,263]    [,264]    [,265]    [,266]
#> [1,] 0.8114812 0.733042 0.7956326 0.9554782 1.1741299 0.9930314 0.9805528
#> [2,] 1.0247587 1.083021 1.0326893 1.1252495 0.9684338 0.9139037 1.0012141
#> [3,] 1.0393203 1.018094 1.0910257 1.0837524 0.9129717 0.8258458 0.9491074
#>         [,267]    [,268]    [,269]    [,270]    [,271]    [,272]    [,273]
#> [1,] 1.0095695 1.0273005 1.1201403 1.0923600 1.1144597 1.1129052 0.9092563
#> [2,] 1.0800319 1.1384725 0.9559266 1.0341861 1.1068105 1.0899999 1.1289255
#> [3,] 0.9610886 0.8344629 0.8539709 0.9877958 0.9653214 0.8231634 1.0454852
#>         [,274]    [,275]    [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 1.0020939 1.0088499 1.1728388 0.8531985 1.0119004 0.9810635 1.0959166
#> [2,] 0.9125115 0.9785689 1.0586304 1.0026264 1.0529994 0.9892966 0.9850508
#> [3,] 1.1838211 0.8713494 0.7842017 0.9785862 0.9565493 1.1113371 1.1141505
#>        [,281]    [,282]   [,283]    [,284]    [,285]   [,286]    [,287]
#> [1,] 1.001664 0.9654939 1.107362 1.1108085 1.1635538 1.207526 0.9568964
#> [2,] 1.056408 1.2033525 1.005400 0.9262597 0.8642259 1.063949 0.9817391
#> [3,] 1.181187 1.0609813 1.162869 1.1970205 0.9312920 1.248231 1.1183619
#>         [,288]    [,289]   [,290]   [,291]    [,292]    [,293]    [,294]
#> [1,] 1.0373899 1.2905417 1.061206 1.190358 1.0708693 1.0320749 1.1445148
#> [2,] 0.8529955 0.8827647 1.037359 1.173301 1.1316335 0.8971415 0.9017664
#> [3,] 1.1753808 0.9973234 1.151377 1.051822 0.9299632 0.8619920 0.8986040
#>        [,295]    [,296]   [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 1.010399 0.9692314 1.008984 0.9598322 0.7977505 1.0113029 0.9364568
#> [2,] 1.049169 1.0073792 1.021487 1.1190245 1.0709578 1.0950120 1.0221858
#> [3,] 1.139243 0.8760764 1.022884 1.1076391 0.9532262 0.9667852 1.0771676
#>         [,302]    [,303]    [,304]    [,305]    [,306]    [,307]    [,308]
#> [1,] 1.1926658 1.0334387 0.9201773 1.1007336 0.8277753 0.8342302 0.7825421
#> [2,] 1.0265402 0.9256345 0.8596224 0.7519809 0.9597969 0.9581197 0.9482797
#> [3,] 0.8418775 0.9794476 0.9227096 1.2145213 1.1901273 1.0441957 1.0472945
#>         [,309]    [,310]    [,311]   [,312]
#> [1,] 0.9307911 0.9325012 0.8866924 0.980944
#> [2,] 0.9053521 0.9904416 0.9569336 1.044347
#> [3,] 0.9552012 0.9471089 1.0015900 1.123571
#> 
#> , , 3
#> 
#>           [,1]     [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 1.0305658 1.180408 1.1909358 0.9076765 0.9669114 0.9204626 1.0878837
#> [2,] 0.9605568 1.106368 0.9722366 1.0545704 0.8324799 0.9813192 1.1038062
#> [3,] 0.9336635 1.088537 1.2038870 1.0716512 1.0015626 0.9154312 0.8323321
#>           [,8]      [,9]     [,10]     [,11]     [,12]     [,13]     [,14]
#> [1,] 0.9795537 1.0097751 1.0168025 0.9767052 0.9415146 0.9385086 0.9403704
#> [2,] 0.9802631 0.8997079 1.1686950 1.2981128 1.0399472 1.0536565 1.0298626
#> [3,] 1.0409346 1.1204247 0.9778939 0.7743286 0.9354072 0.9648701 1.0894209
#>          [,15]    [,16]    [,17]    [,18]    [,19]     [,20]     [,21]
#> [1,] 1.0444267 1.073946 1.062241 1.009535 1.042866 0.8332204 0.8943410
#> [2,] 1.1342986 1.148689 1.026625 1.181444 1.181198 1.0062032 1.0133729
#> [3,] 0.9985549 1.063864 1.183283 1.126656 1.184747 0.8100335 0.9479261
#>          [,22]    [,23]     [,24]     [,25]     [,26]    [,27]     [,28]
#> [1,] 0.9473648 0.970530 0.8070523 0.9067535 0.8594950 0.985965 1.1451284
#> [2,] 0.9688016 1.209278 1.1485116 1.1575057 0.9990694 1.012615 1.0457207
#> [3,] 0.9117979 1.326416 0.9379676 0.8977743 1.3059653 1.037291 0.9328303
#>          [,29]    [,30]    [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 0.9606407 1.069182 1.200469 1.1411367 1.0797644 0.9830091 0.9348525
#> [2,] 1.0080303 1.103415 1.095793 0.8948777 0.9350019 0.9568420 1.0520440
#> [3,] 1.3036651 1.137776 1.011263 0.9105233 0.9653905 0.8154371 1.1253559
#>          [,36]    [,37]     [,38]     [,39]    [,40]     [,41]     [,42]
#> [1,] 0.9476865 1.101751 1.1444661 1.0713269 1.093897 0.9902806 1.0114992
#> [2,] 1.0487062 1.129667 0.8473215 1.0059794 1.086612 1.0087768 0.9097031
#> [3,] 1.0320924 1.101151 1.1161556 0.9751319 1.222968 1.0001092 1.1204623
#>          [,43]     [,44]     [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 0.8804961 0.8739853 0.9042373 0.9875278 1.0172567 1.0078530 0.9900212
#> [2,] 1.0142351 0.9138674 1.0985562 1.1161579 1.2332598 0.9258355 0.9916018
#> [3,] 0.9569930 1.0658286 0.8490482 1.0953708 0.9111139 0.8647393 0.9548616
#>          [,50]     [,51]     [,52]    [,53]     [,54]     [,55]     [,56]
#> [1,] 1.0136964 0.9782115 0.9025930 0.891227 1.0296180 0.9011586 0.9718995
#> [2,] 0.8413758 1.0822893 0.9243159 0.977649 0.9371193 0.8704154 0.9858903
#> [3,] 1.0925292 1.2194266 0.9901611 1.089228 1.0169300 0.8912059 0.9327843
#>         [,57]     [,58]     [,59]     [,60]     [,61]    [,62]     [,63]
#> [1,] 1.106286 1.1073728 0.9771595 1.0576269 0.9969782 1.010062 1.0608274
#> [2,] 1.131222 0.8699083 0.9648025 0.9228091 1.0694049 1.192541 1.2654527
#> [3,] 1.130672 0.9709570 0.9021014 1.0405305 1.0994515 1.176875 0.9922598
#>          [,64]     [,65]     [,66]     [,67]     [,68]     [,69]     [,70]
#> [1,] 0.9694169 0.8474673 0.7921082 0.8474244 0.9841681 0.8716197 0.9241466
#> [2,] 0.8446074 0.8380160 0.8897593 0.9628516 0.9984073 0.9549458 1.0343970
#> [3,] 0.8742694 1.0089715 0.9115712 0.8935983 0.9458697 0.7921167 0.9885478
#>          [,71]    [,72]     [,73]    [,74]     [,75]     [,76]     [,77]
#> [1,] 0.9268742 1.086054 1.0165752 0.960282 0.8488137 0.9225942 0.8581135
#> [2,] 0.8339659 0.925130 0.9985391 1.166075 1.0915588 0.9490766 0.9661311
#> [3,] 1.1885535 1.006766 1.0305872 1.158512 0.9772213 0.8478446 0.8382874
#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]    [,84]
#> [1,] 0.8899063 0.9036907 1.0298386 1.1611219 1.0060806 1.1551759 1.093820
#> [2,] 0.9308164 1.0120594 0.8913050 0.7582486 0.8989939 0.9497112 1.107316
#> [3,] 0.9165459 1.1148852 0.9191124 0.9291309 1.0605584 1.1085440 1.146446
#>         [,85]     [,86]     [,87]    [,88]     [,89]    [,90]    [,91]
#> [1,] 1.036305 0.9693386 1.1207925 1.058138 0.9511523 0.938670 0.938099
#> [2,] 1.051594 0.9728388 1.0039040 1.081886 1.0811102 1.041228 1.045046
#> [3,] 0.956370 1.0882049 0.9053184 1.060007 0.9455759 1.165386 1.086895
#>          [,92]     [,93]     [,94]     [,95]    [,96]    [,97]    [,98]
#> [1,] 0.9072669 0.8948167 1.0877968 0.9606905 1.072237 1.072590 1.137115
#> [2,] 0.8992046 0.8791254 1.1272936 1.1056902 1.085214 1.320940 1.060541
#> [3,] 0.9476938 0.8829969 0.9113546 1.1219159 1.050602 1.155236 1.210134
#>          [,99]    [,100]    [,101]   [,102]   [,103]    [,104]    [,105]
#> [1,] 0.9824575 1.1134945 1.0635057 1.017374 1.019058 0.9825709 0.9857790
#> [2,] 1.1056654 0.8954116 0.8791307 1.246468 1.042715 0.9264133 1.1975893
#> [3,] 1.0763150 1.0265033 1.0148049 1.156411 0.860647 0.7813434 0.9306405
#>        [,106]   [,107]   [,108]    [,109]   [,110]    [,111]   [,112]    [,113]
#> [1,] 1.015895 1.175808 1.055042 1.1303835 1.090482 1.0656798 1.059694 1.0996371
#> [2,] 1.296365 1.219209 1.169025 1.1647901 1.150209 1.1603626 1.093818 0.9559233
#> [3,] 1.055967 1.072893 1.100266 0.8728545 1.099493 0.9829033 1.007606 0.8620957
#>         [,114]    [,115]   [,116]   [,117]    [,118]    [,119]    [,120]
#> [1,] 1.1833396 0.8709849 1.005884 1.041083 0.9599787 1.0886196 0.9921347
#> [2,] 1.2042765 0.9492686 1.032309 1.012540 0.9584058 0.9062395 0.8296068
#> [3,] 0.9969786 0.9376970 1.219228 1.000194 1.1414459 1.0103605 0.9542360
#>         [,121]   [,122]   [,123]    [,124]    [,125]    [,126]    [,127]
#> [1,] 0.9052639 1.029986 1.118045 0.9604677 0.9158933 0.9161966 0.9446853
#> [2,] 1.0126212 1.110248 1.137831 0.8783503 0.9110064 0.9876297 0.9553834
#> [3,] 0.9227086 0.881462 1.039850 0.9969665 0.8379207 0.8250630 1.1266282
#>         [,128]    [,129]    [,130]    [,131]    [,132]    [,133]    [,134]
#> [1,] 0.9463726 0.9757286 0.9390833 0.9941159 1.2000439 0.8953169 0.8568131
#> [2,] 0.9859135 1.0065504 1.1922298 1.3136616 0.9311408 0.9910436 1.1328486
#> [3,] 1.1440625 0.9674565 0.8481509 1.0098641 1.1204431 1.0622213 0.8899156
#>        [,135]    [,136]    [,137]    [,138]    [,139]    [,140]    [,141]
#> [1,] 1.001956 0.9610330 0.9336681 0.9777365 0.8955397 0.9471901 0.9607683
#> [2,] 1.071527 0.8549346 1.0469037 1.0986526 1.0911005 0.9537706 0.8434133
#> [3,] 1.028380 1.0046507 0.8620072 0.8744933 1.0464393 0.8358140 0.9513253
#>         [,142]    [,143]    [,144]    [,145]    [,146]    [,147]    [,148]
#> [1,] 1.0474702 1.1622755 0.9337865 1.1449360 1.1568766 1.1269027 0.8559853
#> [2,] 0.9244154 1.0067813 0.8619619 0.9401931 0.8986146 0.9544628 1.0057967
#> [3,] 0.9123764 0.8774863 0.8592424 1.0976506 0.9345380 1.0750233 0.9045143
#>         [,149]    [,150]   [,151]    [,152]    [,153]    [,154]    [,155]
#> [1,] 1.1494547 1.0125906 1.072281 1.1282017 1.0912815 1.0123125 1.0088735
#> [2,] 0.8862163 1.1200389 1.089487 1.4221981 0.9168345 0.7900911 0.8333754
#> [3,] 1.0702752 0.9872561 1.079267 0.9219409 0.9710104 0.9823345 0.9446123
#>         [,156]   [,157]   [,158]    [,159]    [,160]    [,161]    [,162]
#> [1,] 0.9224542 1.071989 1.102732 0.9460677 0.8827210 0.8973923 1.0132223
#> [2,] 1.1460416 1.165147 1.192108 1.0392737 0.9590693 1.1587020 1.1396011
#> [3,] 0.9486862 1.082068 1.045054 1.0008705 1.0180555 1.2204421 0.9805271
#>         [,163]   [,164]    [,165]    [,166]    [,167]    [,168]    [,169]
#> [1,] 0.9962488 1.056117 0.8848969 0.8868191 0.8547003 0.8990806 1.1258042
#> [2,] 1.0442419 1.107646 0.9031123 1.1336067 1.0302295 0.9007975 0.8776224
#> [3,] 0.9124645 1.067531 0.9681505 0.9149965 1.0559434 1.0599832 1.0252638
#>         [,170]    [,171]    [,172]    [,173]    [,174]    [,175]    [,176]
#> [1,] 1.0558531 0.8991508 0.9693570 0.8492320 0.8955614 1.0740173 0.8042254
#> [2,] 0.9323415 0.7608503 0.8946556 0.8656496 0.8156506 0.8667662 1.0273038
#> [3,] 0.9607462 0.9898051 1.0834660 0.9359601 1.1339716 1.3272521 1.1438633
#>         [,177]    [,178]    [,179]    [,180]    [,181]   [,182]    [,183]
#> [1,] 0.9053403 0.9972409 0.9569659 1.1068039 1.0348190 1.102168 1.0760783
#> [2,] 0.9405430 0.8490441 0.9706044 0.8110067 0.9995263 1.057150 1.1296394
#> [3,] 1.0000425 1.0455866 0.9737569 0.9457343 0.9490271 1.064067 0.9969956
#>        [,184]   [,185]    [,186]    [,187]   [,188]    [,189]    [,190]
#> [1,] 0.984990 1.060805 0.9583308 1.1394858 1.050960 0.9345991 1.0815721
#> [2,] 1.153440 1.152095 1.1198010 0.9117430 1.025748 0.9367685 0.9405542
#> [3,] 1.216768 1.042296 0.9704748 0.8552627 1.094670 1.1071104 1.1657382
#>         [,191]    [,192]    [,193]    [,194]    [,195]    [,196]   [,197]
#> [1,] 0.9887502 0.9481751 0.9604972 1.0801169 1.1358282 1.2030391 1.085049
#> [2,] 0.9891493 0.9298373 0.9560726 1.0160997 0.9566613 0.9896194 1.108076
#> [3,] 0.9251142 1.0233626 1.0979410 0.9713053 1.0199739 1.0105712 1.013068
#>        [,198]    [,199]    [,200]    [,201]    [,202]    [,203]   [,204]
#> [1,] 1.113961 1.0238221 1.0090764 1.0272455 0.9348085 0.9199084 1.014587
#> [2,] 1.261344 1.1205649 0.8156519 0.9018792 1.0458650 1.1211742 1.111460
#> [3,] 1.149524 0.9217522 0.9178899 0.9862893 1.1042782 0.9695642 1.039447
#>        [,205]   [,206]    [,207]    [,208]    [,209]    [,210]   [,211]
#> [1,] 1.124920 1.000824 1.0427853 0.8698317 0.8406176 0.9880786 1.133888
#> [2,] 0.915726 1.271973 1.1610597 0.9977804 0.9125226 0.9268713 1.053803
#> [3,] 1.024607 1.157396 0.9464819 0.8911083 0.9000520 0.9875126 1.127819
#>         [,212]   [,213]    [,214]    [,215]   [,216]    [,217]    [,218]
#> [1,] 1.0520572 1.040233 1.0786428 1.0819681 1.033928 0.9179352 0.9167513
#> [2,] 1.1594869 1.127878 1.0982277 1.1092054 1.087502 1.0698063 1.0864736
#> [3,] 0.9431299 1.071871 0.9297379 0.8553102 0.905908 0.9065182 0.8263614
#>         [,219]    [,220]    [,221]    [,222]    [,223]    [,224]    [,225]
#> [1,] 1.0346992 1.0234897 1.0951891 0.9631391 1.1730166 1.1862585 1.2226478
#> [2,] 0.7920514 0.9591996 0.8452281 1.0304546 1.0457759 0.8917093 0.9278534
#> [3,] 0.9819645 1.0353366 0.8169296 1.0651423 0.9639625 1.1737467 0.9814089
#>         [,226]    [,227]    [,228]    [,229]   [,230]    [,231]    [,232]
#> [1,] 0.9406615 0.9509539 0.9298019 1.0717907 1.141934 0.9222701 1.2517013
#> [2,] 0.9848439 0.9230024 1.0044919 0.9280011 1.136515 1.0288903 1.0168507
#> [3,] 1.0353517 0.9358795 0.8939160 1.0586856 1.253145 1.0303947 0.8928072
#>         [,233]    [,234]    [,235]    [,236]    [,237]    [,238]    [,239]
#> [1,] 0.9982062 1.1246894 0.9897292 1.0831501 1.0858007 1.1381656 1.1224081
#> [2,] 1.0088138 0.8053726 1.0504389 0.9532175 1.1817090 1.0236387 0.9123423
#> [3,] 0.8130264 0.8854162 0.9541399 0.9574676 0.9884568 0.7676859 0.8330524
#>         [,240]   [,241]    [,242]    [,243]    [,244]    [,245]    [,246]
#> [1,] 1.1379241 1.090606 0.8839285 0.7933667 0.9759876 0.9993671 1.0483175
#> [2,] 0.9587073 1.032697 0.9889405 1.1890893 1.3193439 0.9766936 0.9469756
#> [3,] 1.0775988 1.126716 1.1287919 1.0579093 1.0440765 0.9392477 1.0418063
#>         [,247]    [,248]   [,249]    [,250]    [,251]    [,252]    [,253]
#> [1,] 1.0288326 1.0655300 0.995565 0.9523363 0.9199843 0.8046727 0.9760706
#> [2,] 0.9311813 0.8667587 1.245205 1.0262602 0.9106270 0.9847784 1.0485327
#> [3,] 1.1348996 0.9856166 0.984045 1.1364995 0.9326697 0.9115766 1.0653894
#>         [,254]    [,255]   [,256]    [,257]   [,258]   [,259]    [,260]
#> [1,] 0.8684296 1.1027805 1.131260 1.1820560 1.116586 1.021319 0.8689025
#> [2,] 0.8674510 0.8770042 1.006110 0.9016596 1.145296 1.156022 1.1075388
#> [3,] 0.9650703 0.8046286 1.120695 1.2296629 1.136721 1.066347 0.9953229
#>         [,261]   [,262]   [,263]    [,264]   [,265]    [,266]    [,267]
#> [1,] 0.9681702 1.038517 1.122305 1.0339684 1.150981 0.9551681 0.9004750
#> [2,] 1.2799773 1.050624 1.017800 0.9823281 1.150877 0.8230987 0.9915819
#> [3,] 0.8690016 1.043925 1.090604 0.9110989 1.077718 0.9729966 0.9138183
#>         [,268]    [,269]   [,270]    [,271]    [,272]    [,273]    [,274]
#> [1,] 0.8452538 1.0033149 1.013360 0.9868372 0.8962493 0.9445253 1.1795825
#> [2,] 1.1680531 0.9462083 1.034550 0.9767804 1.0053920 1.1069589 1.1003020
#> [3,] 0.9195463 0.9506449 1.022728 0.9401936 0.9284636 1.0734896 0.9237445
#>         [,275]    [,276]    [,277]    [,278]   [,279]    [,280]   [,281]
#> [1,] 1.1010785 0.8612360 0.8723478 0.9057142 1.004050 0.9623740 0.871139
#> [2,] 0.9831728 1.0418660 1.2309380 1.0952044 1.057331 0.9989304 1.079378
#> [3,] 1.0271409 0.9060989 0.7985136 1.0727508 0.889613 0.8884074 1.002319
#>         [,282]    [,283]    [,284]   [,285]   [,286]    [,287]    [,288]
#> [1,] 0.9297348 0.9364579 0.9516380 1.028601 1.068706 1.0964109 0.9608523
#> [2,] 1.0563048 0.8897271 0.9358500 1.155047 0.911166 0.9044083 1.0973703
#> [3,] 1.0295201 1.0148089 0.9405222 0.841046 1.048604 1.1020561 1.0009592
#>        [,289]   [,290]    [,291]   [,292]    [,293]    [,294]    [,295]
#> [1,] 1.076179 1.306931 1.1010600 1.013349 1.0473494 1.1694745 0.9868224
#> [2,] 1.186836 1.023243 1.1407729 1.010335 0.9535271 1.0944510 1.0125843
#> [3,] 1.388241 1.288936 0.9187108 1.036843 0.8922282 0.8726605 1.1305119
#>        [,296]    [,297]    [,298]   [,299]    [,300]   [,301]    [,302]
#> [1,] 0.873427 0.9272201 0.9571683 1.001377 0.9349699 1.041747 0.9142877
#> [2,] 1.060013 1.2070228 0.9378374 1.065682 1.1418116 1.244400 0.9747511
#> [3,] 1.030951 0.9769888 1.0120280 0.894644 0.9122556 1.092422 1.1696538
#>         [,303]    [,304]    [,305]    [,306]    [,307]    [,308]    [,309]
#> [1,] 0.9987963 0.9048423 1.2411866 1.1307695 0.9230992 0.9694044 1.0907278
#> [2,] 0.8369165 0.9210263 0.9493275 0.9687377 1.1606639 1.1331380 0.9924916
#> [3,] 1.0678227 0.9428198 1.0985206 0.8799100 1.0216651 1.0119959 0.9218772
#>         [,310]    [,311]    [,312]
#> [1,] 1.0277226 1.0405348 1.1555531
#> [2,] 0.8516355 0.8804658 0.9058687
#> [3,] 1.0793569 1.1238471 0.9245093
#> 
#> , , 4
#> 
#>           [,1]      [,2]     [,3]      [,4]     [,5]     [,6]      [,7]
#> [1,] 0.8860706 0.9348095 1.027584 0.9611392 1.049785 1.015778 1.1854022
#> [2,] 0.9988454 1.0496761 1.131044 1.0601747 1.333731 1.009311 1.1801589
#> [3,] 1.1990665 0.9942300 1.296601 1.0499439 1.362819 1.078584 0.7362576
#>          [,8]      [,9]     [,10]     [,11]    [,12]     [,13]     [,14]
#> [1,] 1.301142 0.9946483 1.1016586 0.9774856 1.099583 0.8973978 0.9140548
#> [2,] 1.084458 0.9003101 1.1580797 0.8618310 1.163066 0.9814574 1.0475302
#> [3,] 1.262949 0.8829186 0.9144202 1.1216851 1.133354 0.9675277 0.9953458
#>          [,15]     [,16]     [,17]     [,18]     [,19]     [,20]     [,21]
#> [1,] 1.0521961 0.9879040 1.1184942 1.0933408 0.9692877 0.8930373 1.0097162
#> [2,] 1.0404765 0.8420289 0.8150956 0.8602642 0.8613633 0.6849687 1.1082227
#> [3,] 0.8784691 0.8284927 1.1921799 0.9766181 1.0091906 0.7216822 0.9236492
#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 0.9577717 1.0523875 0.9685072 0.9116935 1.0012747 1.0004820 1.0057524
#> [2,] 0.8767366 1.0142121 1.0405732 1.1419735 1.1072929 0.9449312 0.8053796
#> [3,] 1.1358203 0.9209124 0.8975644 1.2312853 0.9055763 1.1723740 0.9411462
#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 0.9477520 1.1437945 0.9654136 0.9930019 0.9067358 0.8964281 0.9204640
#> [2,] 0.8833501 0.7503824 1.1930752 0.8389706 0.8976590 1.2570906 1.1126323
#> [3,] 1.0352613 1.1075880 1.0525796 0.8619881 0.9152966 1.1064691 0.9930874
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]    [,42]
#> [1,] 0.9890644 1.0170461 0.9652272 1.2226569 1.1363986 0.8662647 1.054288
#> [2,] 1.0278239 1.0666775 0.7977681 0.9636415 0.7888073 0.8877667 1.033471
#> [3,] 0.8832373 0.8732869 0.8574425 1.1337174 1.1458379 0.9342903 0.927243
#>          [,43]     [,44]    [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 0.9452905 1.0374082 1.009222 0.9063027 1.1319716 0.9249917 1.0461052
#> [2,] 0.9879172 0.9857034 1.241224 1.0833011 1.2308785 0.9986691 0.9411399
#> [3,] 1.2200999 1.1476113 1.114794 0.8475533 0.7949891 1.2190330 1.0599783
#>          [,50]     [,51]    [,52]     [,53]     [,54]     [,55]     [,56]
#> [1,] 1.1265203 0.8408411 1.041028 1.0867545 1.2305757 1.0841399 0.9576098
#> [2,] 0.9050931 1.1305085 1.182798 0.8440885 0.8708176 1.1291556 0.9377973
#> [3,] 1.0607053 1.0978303 1.241691 1.1680947 0.6888332 0.9621396 1.4118626
#>          [,57]     [,58]    [,59]     [,60]    [,61]     [,62]     [,63]
#> [1,] 1.0521606 0.8808450 1.000425 0.7893139 1.065406 0.9905546 0.9570635
#> [2,] 0.7617321 0.7774094 1.034764 1.0067340 1.290283 1.1918049 1.0020036
#> [3,] 1.0387337 1.1925686 1.160256 0.9358961 1.351973 1.3823534 0.8520300
#>          [,64]    [,65]     [,66]     [,67]     [,68]    [,69]    [,70]
#> [1,] 1.0087584 1.080714 1.0629893 0.9455666 1.0226276 1.082055 1.012046
#> [2,] 1.1254541 1.093737 0.9193708 1.2631495 0.9559425 1.141516 1.131501
#> [3,] 0.9177802 1.017792 1.1817641 1.0069650 1.1714307 1.135408 1.080009
#>          [,71]     [,72]    [,73]     [,74]     [,75]     [,76]     [,77]
#> [1,] 0.8656115 0.8976230 1.050340 1.1327911 0.9888511 0.8854718 0.8508410
#> [2,] 1.0934934 0.7994825 1.263931 0.8591167 1.0715529 1.0729120 0.9271532
#> [3,] 1.1190911 0.9796339 1.168812 1.0595948 1.3533372 1.1875666 1.0407656
#>         [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
#> [1,] 1.007403 0.9124014 1.0456634 0.9582513 0.8974990 0.8936951 0.9494938
#> [2,] 1.114393 1.0447222 1.1510177 1.1271286 1.1447150 1.1240320 0.8444404
#> [3,] 1.049699 0.9706685 0.9947933 1.0468907 0.9839819 0.9879062 0.9394159
#>          [,85]     [,86]     [,87]     [,88]     [,89]     [,90]     [,91]
#> [1,] 1.1236508 0.9147866 0.9575090 1.0409119 1.0379932 1.0616709 0.9572527
#> [2,] 1.0338825 1.1370827 0.9777985 0.9166667 0.8971353 1.1535918 1.0381256
#> [3,] 0.8068101 1.0762822 1.0450077 1.0831914 0.8279956 0.9272364 1.1501295
#>          [,92]     [,93]     [,94]     [,95]     [,96]     [,97]     [,98]
#> [1,] 0.9096333 0.8479668 0.9699253 1.1254493 0.9177115 0.8890434 0.9615263
#> [2,] 1.0026042 0.8117876 1.2167851 1.1067542 1.1857577 0.9665805 0.9555148
#> [3,] 0.8893379 1.0298074 0.9571483 0.7332955 1.0378718 1.0353783 1.1591325
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 0.8769565 1.0747527 0.8802933 0.9287757 0.8652958 0.8189102 0.9821432
#> [2,] 1.3115564 0.9607753 0.9105171 1.0597059 0.8316110 0.9670691 1.0859514
#> [3,] 1.0992134 0.7914902 1.6029304 1.1131670 1.0389667 1.0422512 0.8714226
#>         [,106]    [,107]    [,108]    [,109]    [,110]    [,111]    [,112]
#> [1,] 0.8743200 0.8310618 0.7885863 1.0807181 0.9146627 1.0013791 1.0591021
#> [2,] 0.9246671 1.1518056 1.2733550 1.7236054 1.1533776 1.0082810 0.9854219
#> [3,] 1.1492528 0.9518684 1.0447221 0.9605113 1.1917900 0.9137149 1.1063135
#>         [,113]    [,114]    [,115]    [,116]    [,117]    [,118]   [,119]
#> [1,] 0.8364517 0.9328171 0.8918460 1.0444372 1.0109755 0.9700239 1.038200
#> [2,] 0.6803491 0.9556392 0.9881194 1.2294462 1.1630191 1.0693823 1.126942
#> [3,] 1.5576732 1.0517638 0.9358935 0.8351067 0.9530003 0.9869489 1.030472
#>         [,120]    [,121]    [,122]    [,123]    [,124]    [,125]   [,126]
#> [1,] 0.9218275 0.8361942 0.8265804 0.9752354 0.9534294 0.9219417 1.078910
#> [2,] 1.1347519 1.0111287 1.4584122 1.1182092 1.0843230 1.1810151 0.917993
#> [3,] 0.8561448 0.7967225 0.7724173 0.9628530 0.9819915 0.8073923 1.267431
#>         [,127]    [,128]    [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 1.0710848 1.0564730 1.0882710 1.1646713 1.0420083 1.0821767 0.9712922
#> [2,] 0.8371583 0.9374661 0.9426357 1.2542161 1.0907803 1.0269061 1.4691955
#> [3,] 0.8446717 0.9883209 0.9110362 0.8968996 0.8796147 0.8241654 1.0053459
#>         [,134]    [,135]   [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 0.8072829 1.0037486 1.103125 1.1302610 0.9037091 0.9348499 1.0056919
#> [2,] 1.2751953 0.9927014 1.193896 1.4108598 0.9388615 0.9313337 0.9838708
#> [3,] 1.0390089 1.0180416 1.121832 0.9956909 0.9518152 0.8282105 0.8347307
#>         [,141]    [,142]    [,143]    [,144]    [,145]    [,146]    [,147]
#> [1,] 0.9830345 0.8937509 0.9269499 0.9743455 1.0872187 1.0349771 0.9229696
#> [2,] 0.8469843 1.0862495 1.0957407 1.2299325 1.0102626 0.8611407 1.0796559
#> [3,] 1.1184313 0.9778075 0.7813701 0.9001818 0.9464066 0.7839221 0.6835629
#>         [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 0.9699019 0.9084448 0.9881922 1.0869061 1.0572207 1.0302740 0.9573106
#> [2,] 0.9456512 0.9228605 0.9948451 0.8606763 0.9978663 0.8600058 0.8938126
#> [3,] 0.9871511 1.1022080 1.3029525 1.2011867 1.0255596 1.0427044 0.9432514
#>         [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 0.8322462 0.9737851 0.9132795 1.0769980 1.0659702 0.9865049 0.8598490
#> [2,] 0.8093278 1.1397477 1.1864019 1.1043480 1.0479065 1.0994577 0.9291618
#> [3,] 0.9932332 0.8894002 0.9861819 0.9151766 0.8331633 1.0333959 1.0215229
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 0.9317187 1.0905163 1.2047262 1.0124697 0.9897698 0.9215937 0.8500993
#> [2,] 1.0498847 1.1584666 1.0275012 0.8281093 1.1860098 0.9578982 0.8924478
#> [3,] 1.3715686 0.9803648 0.8941521 0.7943741 1.0035926 0.9493343 1.2013446
#>        [,169]    [,170]    [,171]   [,172]   [,173]    [,174]    [,175]
#> [1,] 1.043098 0.9759738 1.0411925 1.282513 1.012277 1.0604225 1.0710145
#> [2,] 1.233942 1.4353761 0.9703163 1.078724 1.023692 0.8973808 0.7182574
#> [3,] 1.006445 1.0426841 1.1777207 1.219432 1.077481 1.0700073 1.2744769
#>         [,176]    [,177]   [,178]   [,179]    [,180]    [,181]    [,182]
#> [1,] 0.9931035 1.1710830 1.034007 1.151938 0.9768213 1.1133898 1.0745066
#> [2,] 0.9501154 0.8037064 1.076814 1.105533 0.7643118 0.8412433 0.6471731
#> [3,] 1.0784295 1.0131375 1.003885 1.367060 0.8137038 1.0002006 0.9988228
#>         [,183]    [,184]    [,185]   [,186]    [,187]    [,188]    [,189]
#> [1,] 1.0381082 1.1383871 1.1163077 1.086497 0.9886629 1.0541155 1.2586046
#> [2,] 0.7341635 0.8465332 1.0745253 1.116302 1.0349376 1.2817546 0.9995647
#> [3,] 1.1659963 0.7417152 0.8183522 1.180142 0.9904933 0.9697702 1.0772524
#>         [,190]   [,191]   [,192]    [,193]   [,194]    [,195]    [,196]
#> [1,] 0.9468244 1.171810 1.000282 0.9673147 1.093986 0.9303354 0.9318320
#> [2,] 1.2869993 1.199319 1.183591 1.0888298 1.153358 0.7538895 0.7986256
#> [3,] 0.9239598 1.254253 1.089949 0.9644307 1.060697 0.9349245 1.2344853
#>         [,197]   [,198]    [,199]    [,200]    [,201]    [,202]    [,203]
#> [1,] 0.9593700 1.090735 0.9212786 0.9607572 0.8362777 0.8767279 1.1209072
#> [2,] 1.0445473 1.081872 0.7511733 0.8774962 1.1240562 0.9738124 0.8647789
#> [3,] 0.9841294 1.061283 0.6919264 1.0630981 0.9231382 0.9499048 0.9096877
#>         [,204]    [,205]   [,206]   [,207]    [,208]    [,209]    [,210]
#> [1,] 1.0699590 1.0630907 1.031753 1.005826 1.0366327 1.0062766 0.9981493
#> [2,] 0.8539486 1.1264527 1.087797 1.058179 0.9408145 0.6583709 0.7063775
#> [3,] 0.9903903 0.8085783 1.038211 1.043007 0.8128891 0.7916951 0.7957142
#>         [,211]    [,212]   [,213]   [,214]    [,215]    [,216]    [,217]
#> [1,] 1.1849202 1.0475132 1.032176 1.073287 1.0816239 1.1921334 1.1611838
#> [2,] 0.7827282 0.9392752 1.256331 1.068945 0.8515517 1.1651363 1.0155257
#> [3,] 0.8117945 0.8514706 1.047536 1.084804 1.2239716 0.8815591 0.8685469
#>         [,218]    [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 1.1446262 1.0822171 0.9658209 0.9495195 1.0115730 0.9901690 1.0392460
#> [2,] 1.1832481 1.0294176 1.0278125 0.8584593 0.8028043 0.9239108 0.9224456
#> [3,] 0.9767247 0.9948959 0.9596195 0.7932666 1.0723088 0.9884728 1.0214107
#>        [,225]    [,226]    [,227]    [,228]    [,229]    [,230]    [,231]
#> [1,] 1.069296 1.0433521 1.0733430 0.9775155 1.0088994 0.9870804 1.0141843
#> [2,] 0.750913 0.8260868 0.8485296 0.8780219 1.0330788 0.9304531 0.9839349
#> [3,] 1.182698 1.3712820 0.7731497 1.0386806 0.9223144 1.0437220 0.7453748
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 1.1773820 1.0468695 1.0307214 0.9567972 0.9798163 0.9128328 0.8362209
#> [2,] 0.8355384 0.8870630 0.9448377 1.1373155 0.8850531 0.8869585 1.0824596
#> [3,] 0.8818960 0.8915768 0.9151522 0.9989958 0.6752860 0.9403896 0.8857216
#>         [,239]    [,240]    [,241]   [,242]    [,243]    [,244]    [,245]
#> [1,] 0.8865414 0.9561243 0.9740835 1.002514 0.9106566 0.7600008 0.8306346
#> [2,] 0.7965643 0.9682754 1.0509546 1.149088 1.0165932 1.5299052 1.0150532
#> [3,] 1.3982423 1.0271868 1.1811430 1.141175 0.9609509 0.9607970 0.9945991
#>         [,246]    [,247]   [,248]   [,249]    [,250]    [,251]    [,252]
#> [1,] 0.8466496 1.0400966 1.044212 1.041241 1.0199138 1.0020842 1.0430376
#> [2,] 1.2295116 0.9519387 1.071659 1.298699 0.8721444 0.9801345 0.7524045
#> [3,] 1.0153693 1.0150258 1.130081 1.106164 0.8956601 0.9242466 0.7365126
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 1.0134652 1.0478970 0.9846465 1.0830383 1.0981263 0.8704651 0.9209271
#> [2,] 1.0365409 0.9304447 1.1131239 1.0289460 0.9595823 1.0043068 0.9421694
#> [3,] 0.8408095 0.9220871 0.9659255 0.8629322 1.0944264 1.0137782 1.1435288
#>        [,260]    [,261]    [,262]   [,263]    [,264]    [,265]    [,266]
#> [1,] 1.212270 0.9917419 0.9513991 1.056073 0.9300295 1.0013765 1.0707918
#> [2,] 0.959125 0.9984744 1.2359266 1.013356 0.9769014 0.9670793 0.8445544
#> [3,] 0.935090 1.0795844 1.1838582 1.112766 1.1762872 1.1470947 1.2458434
#>        [,267]    [,268]    [,269]    [,270]   [,271]    [,272]    [,273]
#> [1,] 1.016600 0.9900710 1.0624000 1.0503591 1.147005 0.9472859 0.9575669
#> [2,] 1.011844 0.8784824 1.1728799 1.0472570 1.053010 0.8381525 1.0128517
#> [3,] 1.032063 0.9003333 0.9852113 0.9795515 1.273155 1.0777557 1.2464946
#>         [,274]    [,275]    [,276]    [,277]    [,278]   [,279]    [,280]
#> [1,] 1.0576821 1.0180249 0.9504176 0.9764963 0.9585539 0.949752 0.8821853
#> [2,] 1.2017974 0.9924836 1.0708620 0.9375737 0.9618836 1.067391 0.9251627
#> [3,] 0.8771768 1.3468473 0.8790439 1.0538183 1.1173021 1.068549 0.9241512
#>         [,281]    [,282]    [,283]    [,284]    [,285]    [,286]    [,287]
#> [1,] 0.9251531 0.9311059 1.4049131 0.9787985 1.0610340 1.1566913 0.9767649
#> [2,] 0.8112843 1.1647770 1.3047474 0.9518921 0.7917316 0.7334433 0.6957130
#> [3,] 0.9190683 0.9664596 0.8881896 1.0418770 1.1137900 1.1082516 1.0650010
#>        [,288]   [,289]   [,290]    [,291]    [,292]    [,293]    [,294]
#> [1,] 1.158181 1.094785 1.114474 0.9821474 0.9869876 0.9614264 0.8822595
#> [2,] 1.086661 1.175329 0.955334 0.8604738 1.2558231 1.0980568 0.9008581
#> [3,] 0.999820 1.917682 1.853969 1.0493679 1.0948469 0.9535747 1.1049017
#>         [,295]    [,296]    [,297]    [,298]    [,299]   [,300]    [,301]
#> [1,] 0.9467522 0.8629850 0.9385839 0.9171335 1.0107951 1.108901 0.9504646
#> [2,] 0.9669791 0.8597151 0.7075956 0.7858161 1.0395750 0.949274 1.0769552
#> [3,] 0.9745542 0.9252997 0.9864738 1.0730837 0.8736592 1.204403 1.0485857
#>         [,302]   [,303]   [,304]   [,305]   [,306]    [,307]    [,308]
#> [1,] 0.9277383 0.960509 1.084348 1.132146 1.018341 1.0329567 0.9491172
#> [2,] 0.9826949 1.155085 1.337009 1.375574 1.059251 1.2408690 1.0321493
#> [3,] 1.0823195 1.010930 1.059849 1.227235 1.246591 0.9381876 0.9286642
#>         [,309]    [,310]    [,311]    [,312]
#> [1,] 0.8750895 1.0067690 1.0278086 0.9594504
#> [2,] 1.0661169 0.8138719 1.2850459 1.1318023
#> [3,] 1.0343509 1.1676777 0.9384653 1.1816360
#> 
#> , , 5
#> 
#>           [,1]     [,2]      [,3]      [,4]      [,5]      [,6]     [,7]
#> [1,] 0.9248541 1.146325 1.0482761 1.1164000 1.3035281 0.8754997 1.170716
#> [2,] 1.4038320 1.217202 0.7588403 1.1947929 0.9359919 0.9572861 1.188908
#> [3,] 1.2920839 1.042989 1.0907242 0.9251086 0.8862378 0.8137334 1.092218
#>          [,8]     [,9]    [,10]     [,11]     [,12]     [,13]     [,14]
#> [1,] 1.216923 1.054659 1.241195 1.2777159 0.9682693 0.7131898 0.8430106
#> [2,] 1.209065 1.135194 1.340983 1.2908717 1.0662646 1.1122124 0.9486475
#> [3,] 1.361985 1.111215 1.034505 0.9226875 1.2138368 0.7537134 0.7400401
#>          [,15]     [,16]    [,17]    [,18]     [,19]     [,20]     [,21]
#> [1,] 0.9829405 0.9745281 1.114174 1.132650 0.9829811 1.1615219 0.9792908
#> [2,] 0.7328184 0.8984206 1.257373 1.428026 1.0015507 0.6732462 0.5820087
#> [3,] 1.0189919 0.9146695 1.112980 1.324863 0.9485315 1.0478112 1.3261249
#>          [,22]     [,23]     [,24]     [,25]    [,26]    [,27]     [,28]
#> [1,] 0.7562456 0.7862031 1.0208902 1.0684735 1.128894 1.221355 1.0408916
#> [2,] 0.9008739 0.7202533 0.9813478 0.9026016 1.004404 1.194625 0.8654216
#> [3,] 0.9081180 1.0030531 0.9875804 0.7692701 1.001850 1.096297 1.0665022
#>         [,29]    [,30]    [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 1.015125 1.093257 1.145106 0.9653917 0.9211570 0.8970910 1.1391248
#> [2,] 1.003647 0.822283 1.134690 1.1684304 0.7119853 0.9323882 0.8670857
#> [3,] 1.126867 1.177447 1.137554 0.8434423 0.7431034 0.8772330 0.8771206
#>         [,36]    [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 1.034949 0.910512 0.9857067 1.2019677 0.9493903 1.1308987 1.0397928
#> [2,] 1.162534 1.044340 0.6754312 0.8332644 0.8530843 0.7593551 0.8828157
#> [3,] 1.110366 1.325907 1.2142532 1.2045882 1.1776973 1.2987227 1.0254011
#>         [,43]     [,44]     [,45]     [,46]    [,47]     [,48]     [,49]
#> [1,] 1.142471 1.0104964 1.0734562 0.8473877 1.174954 1.0263611 0.8831786
#> [2,] 1.028237 0.9631798 1.1041651 1.4204872 1.132278 0.9679898 1.1687857
#> [3,] 1.080457 1.0668433 0.9910639 1.0227860 1.182349 0.9056687 1.2588790
#>          [,50]     [,51]     [,52]     [,53]     [,54]    [,55]    [,56]
#> [1,] 0.9489520 1.1205381 1.0330580 1.2848564 1.1273116 1.085962 1.163062
#> [2,] 1.2521067 1.2029743 1.1932606 0.9438071 0.9829279 1.338985 1.696863
#> [3,] 0.8332087 0.8855855 0.8988668 1.1800642 1.1653671 1.053170 1.161448
#>         [,57]     [,58]     [,59]     [,60]     [,61]     [,62]    [,63]
#> [1,] 0.920260 0.8315889 0.8346836 0.7707101 0.7226638 0.8565711 1.042014
#> [2,] 1.079537 0.9446448 1.1311324 1.1261037 0.9463636 1.7508981 1.056007
#> [3,] 1.145198 1.0786933 1.2202403 0.9568352 1.3834197 1.4379343 1.251062
#>          [,64]     [,65]     [,66]    [,67]    [,68]    [,69]     [,70]
#> [1,] 0.9909310 0.9634328 1.0708986 1.080275 1.280878 1.158757 0.8972038
#> [2,] 1.0383568 1.2413796 0.8437792 1.185811 1.047745 0.855444 1.3299550
#> [3,] 0.8606509 0.9252908 0.8763467 1.251786 1.578494 1.248840 0.9287676
#>          [,71]     [,72]     [,73]     [,74]     [,75]     [,76]     [,77]
#> [1,] 0.8274798 0.9810331 1.0365763 0.8471874 0.8151562 0.9043896 0.9289927
#> [2,] 1.0493922 0.9224777 0.7151362 0.7231195 1.2330448 1.2124785 1.1531398
#> [3,] 1.0606907 0.8266397 0.8392170 1.0513745 1.1952576 1.1342472 1.1767247
#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
#> [1,] 0.9437920 0.9045413 0.9709212 1.0530506 1.1153155 0.9059647 0.9978644
#> [2,] 0.9641176 0.9335460 0.9670841 1.0684699 0.9976267 1.0871876 0.8938402
#> [3,] 0.8810431 1.2152808 0.8180393 0.8880449 0.6465484 0.8267196 1.0565895
#>          [,85]     [,86]    [,87]     [,88]     [,89]     [,90]     [,91]
#> [1,] 0.9322978 0.8599840 1.008267 0.9488704 0.9593764 0.9356323 1.0423168
#> [2,] 1.0015398 0.8642002 1.155016 0.9134133 0.7668512 0.9308586 0.8126635
#> [3,] 0.7785205 1.0383286 1.336488 1.0475434 1.0703523 1.0840607 0.9128178
#>          [,92]     [,93]    [,94]     [,95]    [,96]     [,97]     [,98]
#> [1,] 0.9838288 0.9317763 1.123095 0.9604694 1.150073 0.9823526 0.9377398
#> [2,] 0.7778633 0.9600274 1.038005 1.1169441 1.412716 0.7841269 0.8647118
#> [3,] 1.1277871 1.0521318 1.019949 1.0489382 1.077405 0.8997591 1.3048047
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 1.0633739 1.0834165 0.9709688 1.0083984 0.8731939 0.9567123 1.0033109
#> [2,] 0.8076834 0.9381298 0.8069095 0.9986062 1.0117311 0.8251637 1.1074458
#> [3,] 0.9502381 0.6702286 0.7641489 0.9295835 0.9346137 0.9350267 0.8801554
#>         [,106]    [,107]    [,108]    [,109]    [,110]    [,111]   [,112]
#> [1,] 0.9212043 1.0520935 0.9394558 0.8643539 0.8911064 0.8783654 1.138159
#> [2,] 0.9439313 0.8326984 1.7691607 1.3492352 1.1940647 1.1388174 1.310414
#> [3,] 1.0650360 0.9969916 1.1052390 0.7902188 1.1278143 0.7725526 1.083349
#>         [,113]    [,114]    [,115]    [,116]    [,117]    [,118]    [,119]
#> [1,] 0.8182936 0.8030246 0.9139164 0.9197272 0.9170639 1.0639402 0.9446098
#> [2,] 0.8547341 0.9102605 1.0821341 1.4218208 0.9597157 0.8913507 0.8119664
#> [3,] 1.2265444 0.9011500 1.0590051 1.0337326 0.9832096 0.7549367 0.9017633
#>         [,120]    [,121]    [,122]   [,123]    [,124]    [,125]    [,126]
#> [1,] 1.0009865 0.7980330 0.8503348 1.082282 0.8627198 0.7188558 0.9292872
#> [2,] 0.7945985 0.8970995 1.1507775 1.125157 1.2674567 1.2561348 0.9761734
#> [3,] 1.0140677 0.9715047 1.0939152 1.101591 1.0249893 1.4838054 1.0689366
#>        [,127]    [,128]    [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 1.009837 1.0514914 1.2078741 1.0759554 1.1403404 1.4127268 1.0165246
#> [2,] 1.069506 0.9473787 1.1448715 0.9864753 0.9537533 0.9394625 0.9140460
#> [3,] 1.179102 0.8386237 0.9833313 1.4102858 0.9535512 0.8601534 0.8517655
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 0.8089802 0.9564811 1.0331511 0.8788576 0.8584999 0.8039973 1.1532710
#> [2,] 1.2418841 0.9969314 0.9699217 0.8578122 0.9790177 0.7633953 0.8796504
#> [3,] 1.0390404 1.1800137 1.2424513 1.1798213 0.8230954 1.4196110 1.0131629
#>         [,141]    [,142]    [,143]    [,144]    [,145]    [,146]    [,147]
#> [1,] 0.8783096 1.0322700 1.1844982 1.1771128 0.8839432 1.0752756 1.1626799
#> [2,] 1.0123359 1.0359439 0.9842194 0.9030648 1.2260960 0.9099262 0.9693597
#> [3,] 0.9732288 0.8500896 0.8229227 0.9500460 0.9014122 1.0203210 1.3288078
#>        [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 1.076656 1.0904379 1.1358308 1.0167070 0.9963267 1.0038630 1.1950613
#> [2,] 1.458285 1.4107141 1.0872779 0.9229644 0.9493488 1.1616768 0.8265417
#> [3,] 1.039658 0.8697551 0.9985645 0.8437756 0.8619292 0.8215107 0.9410490
#>         [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 0.8208759 1.0064494 1.2006300 1.4784789 1.4091580 0.9173454 0.9714112
#> [2,] 1.0573824 0.8331197 1.0625481 0.9897279 0.8546072 1.0814727 1.0914948
#> [3,] 1.3221019 0.9097460 0.7461118 1.2285788 1.2691406 1.3873474 0.9886771
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 0.8593361 0.8421873 0.9155539 0.9799181 1.0480796 0.8677894 0.9220141
#> [2,] 1.3799245 0.8901395 1.2650050 1.0439881 0.9599495 1.2688693 1.3465285
#> [3,] 0.8991119 0.7020004 0.8946030 0.8440838 0.8013534 0.9350609 1.1596964
#>        [,169]    [,170]    [,171]    [,172]   [,173]    [,174]    [,175]
#> [1,] 1.064137 0.8495062 1.0155663 1.1757992 1.039368 1.1110577 0.8167081
#> [2,] 1.035831 1.1685116 1.2179585 0.8436444 0.825288 0.9183391 0.8920669
#> [3,] 1.113511 0.9069094 0.9384634 1.0516809 1.151464 1.4486490 1.1113015
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
#> [1,] 0.7396950 0.9451478 0.9850883 0.9612483 0.7365083 0.9218929 0.9008555
#> [2,] 0.8350683 0.9219981 0.7920469 0.9017690 0.7118152 0.9919634 0.9001939
#> [3,] 0.9306253 1.1138447 1.1472014 1.3440331 1.1787429 0.9057978 0.9671114
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 1.0809799 0.9349275 1.0285852 0.9210268 1.0166686 0.8889875 0.8764925
#> [2,] 0.8168807 1.1372785 1.1830439 1.2487675 1.1864090 1.1156049 1.1697013
#> [3,] 1.0621216 1.0962019 0.7330177 1.0230984 0.9944411 0.8359191 0.7854641
#>         [,190]   [,191]    [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 1.0187889 1.276669 1.1894710 1.2210219 1.2442411 1.2623503 1.0934618
#> [2,] 0.9648466 1.059461 1.0224962 0.9962436 1.1856722 0.8888929 0.9231906
#> [3,] 0.9270645 0.958303 0.9582626 0.6433260 0.7687501 0.8744119 0.7788236
#>         [,197]   [,198]    [,199]    [,200]   [,201]    [,202]    [,203]
#> [1,] 1.0067656 1.041432 0.9020418 0.9213902 1.045187 0.7976553 0.9255542
#> [2,] 1.0800978 1.363676 0.7886835 1.1802829 1.014088 0.8483942 0.9776946
#> [3,] 0.9913896 1.468266 0.9838224 0.8195886 1.025699 0.9378182 0.9579720
#>         [,204]    [,205]   [,206]    [,207]    [,208]    [,209]    [,210]
#> [1,] 0.9503748 0.9303296 1.133535 0.9426467 0.8647670 0.8659086 0.8346250
#> [2,] 0.9730292 1.0877543 1.132011 1.1835655 0.9955436 0.8136475 0.7774008
#> [3,] 0.7867137 0.8934820 1.040006 0.8575679 0.9634154 0.9653672 0.8883097
#>         [,211]    [,212]    [,213]    [,214]    [,215]    [,216]    [,217]
#> [1,] 1.0561793 1.2198658 1.1107154 0.9751044 0.9425581 1.0683775 1.1197502
#> [2,] 0.9991836 1.1606716 1.0031022 0.9608967 0.7350006 1.1561722 1.1639482
#> [3,] 0.9094202 0.9351257 0.9796431 0.9273583 1.1338330 0.7963578 0.8412756
#>         [,218]    [,219]    [,220]    [,221]   [,222]    [,223]    [,224]
#> [1,] 0.9914841 1.0971879 1.2102609 0.9703248 1.145184 0.8714887 0.8873557
#> [2,] 1.4504972 1.1529302 0.7610127 1.1334182 1.347532 0.9407365 1.4105818
#> [3,] 1.4368875 0.9985863 0.9105550 0.8721438 1.180584 0.9643916 1.0974051
#>         [,225]    [,226]    [,227]    [,228]   [,229]    [,230]    [,231]
#> [1,] 1.0134787 1.1852705 0.9673616 0.9413656 1.025791 1.2389395 1.1234093
#> [2,] 0.9062122 0.9089204 1.1604195 0.9928938 1.125684 0.9083151 0.9793660
#> [3,] 0.8811894 1.3889435 1.1170527 1.1348469 1.173594 0.8368973 0.9163822
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 0.8263811 0.8664622 0.8687118 0.8847016 1.1547323 0.9328145 1.1754004
#> [2,] 0.9749970 0.8880199 0.8160557 0.9956978 0.7576178 1.2990585 0.9846676
#> [3,] 0.9999004 0.8339289 0.9743390 0.9788384 0.8649254 0.9421356 1.0632210
#>         [,239]    [,240]   [,241]    [,242]    [,243]    [,244]    [,245]
#> [1,] 1.1386969 0.8968806 1.091908 1.0165189 0.8965434 0.8682119 0.8394464
#> [2,] 0.9416827 1.0285694 1.409404 1.0615466 1.0888593 1.1852817 1.0843210
#> [3,] 1.0394452 0.8332892 1.015877 0.9360047 0.9378406 1.0216938 1.0634453
#>         [,246]    [,247]    [,248]   [,249]   [,250]   [,251]    [,252]
#> [1,] 0.8063393 1.0829747 1.0475871 1.163052 0.987928 1.064819 0.8498589
#> [2,] 0.9305113 0.9885859 0.9463604 1.709632 1.203399 1.144120 1.0206913
#> [3,] 1.1188100 0.9052782 0.9874247 1.262132 1.089592 1.400081 1.0610962
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]   [,259]
#> [1,] 0.8852559 0.9666478 1.2523623 1.4126487 1.1666295 1.1272846 1.055029
#> [2,] 0.6736119 0.5745940 0.6987699 0.9420027 0.9025114 1.0330113 1.357248
#> [3,] 1.1615464 0.8925833 0.8244453 1.2216126 1.2271346 0.7916847 1.065853
#>         [,260]    [,261]   [,262]   [,263]   [,264]   [,265]    [,266]
#> [1,] 1.2173329 1.0362531 1.246349 1.154492 1.047223 1.195108 0.9297040
#> [2,] 0.9425094 0.9574721 1.152983 1.096840 1.073486 1.114283 0.6960054
#> [3,] 0.9577844 0.7576215 1.128152 1.064487 1.053893 1.103451 1.0460011
#>         [,267]    [,268]    [,269]   [,270]    [,271]    [,272]    [,273]
#> [1,] 0.8886931 0.7513616 0.9929127 1.180728 1.1465603 0.9428044 1.0908124
#> [2,] 1.1893919 1.0246976 0.8500058 1.076820 0.6835534 0.8642998 0.8312667
#> [3,] 1.3638772 0.9531188 1.1570912 1.099383 1.0684376 1.2082006 0.9350341
#>         [,274]    [,275]   [,276]    [,277]   [,278]    [,279]    [,280]
#> [1,] 1.3870479 1.0515131 1.221277 1.1982647 1.120235 0.9614025 1.2186394
#> [2,] 1.1246770 0.8283604 1.128044 0.9391742 1.141136 1.0270481 0.7915563
#> [3,] 0.7851964 0.8166144 1.000163 0.9261553 1.137423 1.0162162 0.9669616
#>         [,281]    [,282]    [,283]    [,284]   [,285]    [,286]    [,287]
#> [1,] 0.9841272 0.9872107 0.9416682 0.9919504 1.071056 0.9287299 0.7935671
#> [2,] 0.9266467 1.2185090 1.0364276 1.4806345 1.001840 0.7202552 0.8578925
#> [3,] 1.0083697 1.1739972 0.8870265 0.8935059 1.064752 1.0178874 0.9897874
#>         [,288]   [,289]    [,290]    [,291]    [,292]    [,293]   [,294]
#> [1,] 1.0978213 1.165595 0.8180266 0.9426658 1.0731518 1.0398371 1.221532
#> [2,] 1.1302565 1.079700 1.0346165 0.7454568 0.8450320 1.0405098 1.016400
#> [3,] 0.9749129 1.800743 1.8447949 1.0814191 0.9522389 0.7455377 1.029500
#>         [,295]    [,296]   [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 1.5604468 1.1799923 1.131189 1.0108536 0.8333302 1.1493339 1.5986289
#> [2,] 0.9264847 0.9676635 1.118321 1.1797918 0.9949870 1.0790926 0.7501565
#> [3,] 1.1124009 0.7213260 0.826670 0.8013025 1.1432836 0.7271152 1.3824062
#>         [,302]   [,303]    [,304]    [,305]    [,306]    [,307]   [,308]
#> [1,] 1.1454807 1.138755 1.0808719 0.9407129 0.9833090 0.8634617 1.322080
#> [2,] 1.1357869 1.124302 0.6756035 0.8799203 1.0501563 1.3750712 1.224976
#> [3,] 0.8538267 1.269100 1.1318541 0.8459336 0.9691496 1.2045125 1.108005
#>         [,309]   [,310]    [,311]   [,312]
#> [1,] 1.0352658 1.288848 0.8682023 1.309712
#> [2,] 0.7103383 0.893130 0.8354891 1.035855
#> [3,] 1.2476373 1.142439 0.8006875 1.043403
#> 
#> 
#> $lambda
#> , , 1
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [2,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [3,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      1      1      1      1      1      1      1      1
#> [2,]     1      1      1      1      1      1      1      1      1      1
#> [3,]     1      1      1      1      1      1      1      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      1      1      1      1
#> [2,]      1      1      1      1
#> [3,]      1      1      1      1
#> 
#> , , 2
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [2,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [3,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      1      1      1      1      1      1      1      1
#> [2,]     1      1      1      1      1      1      1      1      1      1
#> [3,]     1      1      1      1      1      1      1      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      1      1      1      1
#> [2,]      1      1      1      1
#> [3,]      1      1      1      1
#> 
#> , , 3
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [2,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [3,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      1      1      1      1      1      1      1      1
#> [2,]     1      1      1      1      1      1      1      1      1      1
#> [3,]     1      1      1      1      1      1      1      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      1      1      1      1
#> [2,]      1      1      1      1
#> [3,]      1      1      1      1
#> 
#> , , 4
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [2,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [3,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      1      1      1      1      1      1      1      1
#> [2,]     1      1      1      1      1      1      1      1      1      1
#> [3,]     1      1      1      1      1      1      1      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      1      1      1      1
#> [2,]      1      1      1      1
#> [3,]      1      1      1      1
#> 
#> , , 5
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [2,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [3,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      1      1      1      1      1      1      1      1
#> [2,]     1      1      1      1      1      1      1      1      1      1
#> [3,]     1      1      1      1      1      1      1      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      1      1      1      1
#> [2,]      1      1      1      1
#> [3,]      1      1      1      1
#> 
#> 
#> $df
#>      [,1] [,2] [,3] [,4] [,5]
#> [1,]    3    3    3    3    3
#> [2,]    3    3    3    3    3
#> [3,]    3    3    3    3    3
#> 


## ------------------------------------------------
## Method `specify_posterior_bsvar_sv$get_last_draw`
## ------------------------------------------------

data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_sv$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)

# run the burn-in
burn_in        = estimate(specification, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-SV model              |
#>    Non-centred SV model is estimated              |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|

# estimate the model
posterior      = estimate(burn_in, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-SV model              |
#>    Non-centred SV model is estimated              |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|


## ------------------------------------------------
## Method `specify_posterior_bsvar_sv$is_normalised`
## ------------------------------------------------

# upload data
data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_sv$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.

# estimate the model
set.seed(123)
posterior      = estimate(specification, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-SV model              |
#>    Non-centred SV model is estimated              |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|

# check normalisation status beforehand
posterior$is_normalised()
#> [1] TRUE

# normalise the posterior
BB            = posterior$last_draw$starting_values$B      # get the last draw of B
B_hat         = diag((-1) * sign(diag(BB))) %*% BB         # set negative diagonal elements
posterior     = normalise(posterior, B_hat)                # draws in posterior are normalised

# check normalisation status afterwards
posterior$is_normalised()
#> [1] TRUE


## ------------------------------------------------
## Method `specify_posterior_bsvar_sv$set_normalised`
## ------------------------------------------------

# This is an internal function that is run while executing normalise()
# Observe its working by analysing the workflow:

# upload data
data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_sv$new(us_fiscal_lsuw, p = 4)
#> The identification is set to the default option of lower-triangular structural matrix.

# estimate the model
set.seed(123)
posterior      = estimate(specification, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-SV model              |
#>    Non-centred SV model is estimated              |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|

# check normalisation status beforehand
posterior$is_normalised()
#> [1] TRUE

# normalise the posterior
BB            = posterior$last_draw$starting_values$B      # get the last draw of B
B_hat         = diag(sign(diag(BB))) %*% BB                # set positive diagonal elements
posterior     = normalise(posterior, B_hat)                # draws in posterior are normalised

# check normalisation status afterwards
posterior$is_normalised()
#> [1] TRUE