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The class PosteriorBSVARMSH contains posterior output and the specification including the last MCMC draw for the bsvar model with Markov Switching 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 BSVARMSH 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 PosteriorBSVARMSH.

Usage

specify_posterior_bsvar_msh$new(specification_bsvar, posterior_bsvar)

Arguments

specification_bsvar

an object of class BSVARMSH 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 PosteriorBSVARMSH.


Method get_posterior()

Returns a list containing Bayesian estimation output.

Usage

specify_posterior_bsvar_msh$get_posterior()

Examples

data(us_fiscal_lsuw)
specification  = specify_bsvar_msh$new(us_fiscal_lsuw, M = 2)
set.seed(123)
estimate       = estimate(specification, 10, thin = 1)
estimate$get_posterior()


Method get_last_draw()

Returns an object of class BSVARMSH 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_msh$get_last_draw()

Examples

data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_msh$new(us_fiscal_lsuw, p = 4, M = 2)

# run the burn-in
set.seed(123)
burn_in        = estimate(specification, 10, thin = 2)

# estimate the model
posterior      = estimate(burn_in, 10, thin = 2)


Method is_normalised()

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

Usage

specify_posterior_bsvar_msh$is_normalised()

Examples

# upload data
data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_msh$new(us_fiscal_lsuw, p = 4, M = 2)

# estimate the model
set.seed(123)
posterior      = estimate(specification, 10, thin = 1)

# check normalisation status beforehand
posterior$is_normalised()

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

# check normalisation status afterwards
posterior$is_normalised()


Method set_normalised()

Sets the private indicator normalised to TRUE.

Usage

specify_posterior_bsvar_msh$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_posterior()
# Observe its working by analysing the workflow:

# upload data
data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_msh$new(us_fiscal_lsuw, p = 4, M = 2)
set.seed(123)

# estimate the model
posterior      = estimate(specification, 10, thin = 1)

# check normalisation status beforehand
posterior$is_normalised()

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

# check normalisation status afterwards
posterior$is_normalised()


Method clone()

The objects of this class are cloneable with this method.

Usage

specify_posterior_bsvar_msh$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_msh$new(us_fiscal_lsuw, p = 4, M = 2)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate       = estimate(specification, 10, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-stationaryMSH model             |
#> **************************************************|
#>  Progress of the MCMC simulation for 10 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
class(estimate)
#> [1] "PosteriorBSVARMSH" "R6"               


## ------------------------------------------------
## Method `specify_posterior_bsvar_msh$get_posterior`
## ------------------------------------------------

data(us_fiscal_lsuw)
specification  = specify_bsvar_msh$new(us_fiscal_lsuw, M = 2)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate       = estimate(specification, 10, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-stationaryMSH model             |
#> **************************************************|
#>  Progress of the MCMC simulation for 10 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
estimate$get_posterior()
#> $B
#> , , 1
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1344346  0.000000  0.00000
#> [2,]  -2.6665355 17.176118  0.00000
#> [3,] -10.3130036 -2.876105 22.10447
#> 
#> , , 2
#> 
#>             [,1]     [,2]     [,3]
#> [1,]   0.1360926  0.00000  0.00000
#> [2,]  -5.1210694 33.00710  0.00000
#> [3,] -28.3988195 -5.47822 60.16787
#> 
#> , , 3
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1399745  0.000000  0.00000
#> [2,]  -5.6381704 36.260840  0.00000
#> [3,] -35.2323645 -7.983847 75.01824
#> 
#> , , 4
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1294713  0.000000  0.00000
#> [2,]  -6.1088760 39.309685  0.00000
#> [3,] -34.8706684 -2.983232 72.66645
#> 
#> , , 5
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1400577  0.000000  0.00000
#> [2,]  -5.8156379 37.488935  0.00000
#> [3,] -35.7777768 -1.649568 74.10346
#> 
#> , , 6
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1302961  0.000000  0.00000
#> [2,]  -6.0084425 38.754326  0.00000
#> [3,] -35.4560890 -1.418435 73.36179
#> 
#> , , 7
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1341281  0.000000  0.00000
#> [2,]  -5.8759350 37.821993  0.00000
#> [3,] -32.7181099 -1.217835 67.67121
#> 
#> , , 8
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1285271  0.000000  0.00000
#> [2,]  -6.1193305 39.265859  0.00000
#> [3,] -33.5382261 -1.456587 69.42809
#> 
#> , , 9
#> 
#>             [,1]       [,2]     [,3]
#> [1,]   0.1238103  0.0000000  0.00000
#> [2,]  -6.1450463 39.3353421  0.00000
#> [3,] -33.5087483 -0.3149419 69.01494
#> 
#> , , 10
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1263513  0.000000  0.00000
#> [2,]  -6.1281655 39.335137  0.00000
#> [3,] -30.2235797 -2.295206 62.89181
#> 
#> 
#> $A
#> , , 1
#> 
#>             [,1]       [,2]       [,3]        [,4]
#> [1,]  0.90436440 0.01582853 -0.8561587  0.11855224
#> [2,] -0.04016534 0.97895489 -0.1163835 -0.33046013
#> [3,]  0.02909192 0.00901921  0.4823768  0.02297906
#> 
#> , , 2
#> 
#>              [,1]       [,2]       [,3]       [,4]
#> [1,]  1.019689812 0.02976662 -1.0174083  0.1294629
#> [2,] -0.004962093 0.96314418 -0.1334460 -0.2796047
#> [3,]  0.042827843 0.01721307  0.4636286  0.0925678
#> 
#> , , 3
#> 
#>             [,1]       [,2]       [,3]       [,4]
#> [1,] 1.021978978 0.04683772 -1.0240639  0.2720769
#> [2,] 0.003074493 0.97495903 -0.1601444 -0.2891478
#> [3,] 0.028967475 0.02740331  0.4762402  0.1578766
#> 
#> , , 4
#> 
#>            [,1]       [,2]       [,3]       [,4]
#> [1,] 0.99039685 0.05190826 -0.9904918  0.2763600
#> [2,] 0.00822678 0.94250574 -0.1560114 -0.5351208
#> [3,] 0.01745451 0.02448425  0.4885114  0.1114395
#> 
#> , , 5
#> 
#>             [,1]       [,2]       [,3]        [,4]
#> [1,] 1.009998008 0.05740495 -1.0247541  0.25635684
#> [2,] 0.000119039 0.97709061 -0.1500430 -0.22015013
#> [3,] 0.016476996 0.02168860  0.4907022  0.09075422
#> 
#> , , 6
#> 
#>             [,1]       [,2]       [,3]       [,4]
#> [1,] 1.009973899 0.06277610 -1.0269392  0.2922935
#> [2,] 0.008452668 0.97341238 -0.1661382 -0.3015813
#> [3,] 0.011526189 0.02598694  0.4980670  0.1414258
#> 
#> , , 7
#> 
#>              [,1]       [,2]       [,3]       [,4]
#> [1,]  0.981450648 0.05485183 -0.9853081  0.2567849
#> [2,]  0.006700056 0.95351780 -0.1585938 -0.4544528
#> [3,] -0.011114445 0.02550224  0.5265514  0.1377482
#> 
#> , , 8
#> 
#>             [,1]       [,2]       [,3]       [,4]
#> [1,] 0.991005391 0.06453092 -0.9986350  0.3444895
#> [2,] 0.015343314 0.96600389 -0.1694516 -0.3274207
#> [3,] 0.005696981 0.03597025  0.5020208  0.2165498
#> 
#> , , 9
#> 
#>             [,1]       [,2]       [,3]       [,4]
#> [1,]  0.97053307 0.06661469 -0.9748306  0.3509462
#> [2,] -0.05888442 0.95679006 -0.0753465 -0.4132771
#> [3,] -0.01996874 0.03391591  0.5351833  0.2033506
#> 
#> , , 10
#> 
#>             [,1]       [,2]       [,3]       [,4]
#> [1,]  0.95687483 0.06853466 -0.9556289  0.3871876
#> [2,] -0.03123749 0.96042083 -0.1133461 -0.4032094
#> [3,] -0.02774700 0.02727332  0.5471496  0.1538879
#> 
#> 
#> $sigma2
#> , , 1
#> 
#>           [,1]      [,2]
#> [1,] 1.0032541 0.9967459
#> [2,] 0.9022534 1.0977466
#> [3,] 1.1401244 0.8598756
#> 
#> , , 2
#> 
#>           [,1]      [,2]
#> [1,] 1.0538423 0.9461577
#> [2,] 0.8469087 1.1530913
#> [3,] 1.5751182 0.4248818
#> 
#> , , 3
#> 
#>           [,1]      [,2]
#> [1,] 0.8093999 1.1906001
#> [2,] 0.7173678 1.2826322
#> [3,] 1.7572676 0.2427324
#> 
#> , , 4
#> 
#>           [,1]      [,2]
#> [1,] 0.9389683 1.0610317
#> [2,] 0.5834991 1.4165009
#> [3,] 1.7333008 0.2666992
#> 
#> , , 5
#> 
#>           [,1]      [,2]
#> [1,] 1.0289180 0.9710820
#> [2,] 0.4964185 1.5035815
#> [3,] 1.8082276 0.1917724
#> 
#> , , 6
#> 
#>           [,1]      [,2]
#> [1,] 0.9850643 1.0149357
#> [2,] 0.5726425 1.4273575
#> [3,] 1.8450037 0.1549963
#> 
#> , , 7
#> 
#>           [,1]      [,2]
#> [1,] 1.0226805 0.9773195
#> [2,] 0.6698223 1.3301777
#> [3,] 1.8307140 0.1692860
#> 
#> , , 8
#> 
#>           [,1]      [,2]
#> [1,] 0.9668147 1.0331853
#> [2,] 0.6544488 1.3455512
#> [3,] 1.7981527 0.2018473
#> 
#> , , 9
#> 
#>           [,1]      [,2]
#> [1,] 0.8791684 1.1208316
#> [2,] 0.5378830 1.4621170
#> [3,] 1.8572343 0.1427657
#> 
#> , , 10
#> 
#>           [,1]      [,2]
#> [1,] 0.9776841 1.0223159
#> [2,] 0.6463693 1.3536307
#> [3,] 1.7559683 0.2440317
#> 
#> 
#> $PR_TR
#> , , 1
#> 
#>           [,1]      [,2]
#> [1,] 0.5825045 0.4174955
#> [2,] 0.5910872 0.4089128
#> 
#> , , 2
#> 
#>           [,1]      [,2]
#> [1,] 0.5247674 0.4752326
#> [2,] 0.6155040 0.3844960
#> 
#> , , 3
#> 
#>           [,1]      [,2]
#> [1,] 0.5121088 0.4878912
#> [2,] 0.5814949 0.4185051
#> 
#> , , 4
#> 
#>           [,1]      [,2]
#> [1,] 0.5918707 0.4081293
#> [2,] 0.4777494 0.5222506
#> 
#> , , 5
#> 
#>           [,1]      [,2]
#> [1,] 0.6101063 0.3898937
#> [2,] 0.4459502 0.5540498
#> 
#> , , 6
#> 
#>           [,1]      [,2]
#> [1,] 0.5985235 0.4014765
#> [2,] 0.4104905 0.5895095
#> 
#> , , 7
#> 
#>           [,1]      [,2]
#> [1,] 0.5507597 0.4492403
#> [2,] 0.4241051 0.5758949
#> 
#> , , 8
#> 
#>           [,1]      [,2]
#> [1,] 0.5232030 0.4767970
#> [2,] 0.3512746 0.6487254
#> 
#> , , 9
#> 
#>           [,1]      [,2]
#> [1,] 0.5401575 0.4598425
#> [2,] 0.3072030 0.6927970
#> 
#> , , 10
#> 
#>          [,1]     [,2]
#> [1,] 0.545115 0.454885
#> [2,] 0.327071 0.672929
#> 
#> 
#> $pi_0
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 0.5835665 0.6319967 0.1495859 0.1153391 0.5072058 0.3379874 0.8408757
#> [2,] 0.4164335 0.3680033 0.8504141 0.8846609 0.4927942 0.6620126 0.1591243
#>           [,8]      [,9]    [,10]
#> [1,] 0.6251395 0.2369883 0.477107
#> [2,] 0.3748605 0.7630117 0.522893
#> 
#> $xi
#> , , 1
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    0    1    1    1    0    0    1     1     1     0     0     1
#> [2,]    0    0    1    0    0    0    1    1    0     0     0     1     1     0
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     0     0     1     1     1     1     1     0     0     1     1
#> [2,]     0     1     1     0     0     0     0     0     1     1     0     0
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     0     0     0     1     0     1     0     1     1     0     1     0
#> [2,]     1     1     1     0     1     0     1     0     0     1     0     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     0     0     0     0     1     0     0     0     1     0
#> [2,]     0     0     1     1     1     1     0     1     1     1     0     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     0     1     0     0     0     1     0     1     0     0
#> [2,]     0     0     1     0     1     1     1     0     1     0     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     0     0     0     1     0     1     0     1     0     0     1
#> [2,]     0     1     1     1     0     1     0     1     0     1     1     0
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     0     1     1     0     0     1     1     0     1     0
#> [2,]     0     0     1     0     0     1     1     0     0     1     0     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     0     1     0     1     1     0     1     0     1     0     1
#> [2,]     0     1     0     1     0     0     1     0     1     0     1     0
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      0      1      0      1      1      0      0      0
#> [2,]     0      0      1      0      1      0      0      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      0      0      1      0      0      1      1      1
#> [2,]      0      0      1      1      0      1      1      0      0      0
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      0      1      1      0      0      1      0      0      0      1
#> [2,]      1      0      0      1      1      0      1      1      1      0
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      0      0      0      0      1      0      1      0      1
#> [2,]      0      1      1      1      1      0      1      0      1      0
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      0      1      1      1      1
#> [2,]      0      0      0      0      0      1      0      0      0      0
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      0      0      1      1      0      0      0      0      1
#> [2,]      0      1      1      0      0      1      1      1      1      0
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      0      1      1      0      0      1      0      0      0
#> [2,]      0      1      0      0      1      1      0      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      0      0      1      1      0      0      0      0
#> [2,]      0      0      1      1      0      0      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      0      1      0      0      1      0      0      1      1      0
#> [2,]      1      0      1      1      0      1      1      0      0      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      0      0      1      0      1      1      0      1      1
#> [2,]      0      1      1      0      1      0      0      1      0      0
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      0      0      0      1      1      0      1      1      1
#> [2,]      0      1      1      1      0      0      1      0      0      0
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      0      1      0      0      1      1      1      1
#> [2,]      0      0      1      0      1      1      0      0      0      0
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      0      1      1      0      1      1      1      1
#> [2,]      0      0      1      0      0      1      0      0      0      0
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      0      0      1      0      1      0      1      0      1      0
#> [2,]      1      1      0      1      0      1      0      1      0      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      0      0      0      0      1      0      0      1
#> [2,]      0      0      1      1      1      1      0      1      1      0
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      1      1      1      1      1      0      0      0      1
#> [2,]      1      0      0      0      0      0      1      1      1      0
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      0      1      1      0      1      1      0      1
#> [2,]      0      0      1      0      0      1      0      0      1      0
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      0      1      0      1      0      1      0      1      1      1
#> [2,]      1      0      1      0      1      0      1      0      0      0
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      0      1      1      1      1      0      1      1      1
#> [2,]      1      1      0      0      0      0      1      0      0      0
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      0      1      0      1      0      0      0      1      1      1
#> [2,]      1      0      1      0      1      1      1      0      0      0
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,]      1      1      1      1      1      0      1
#> [2,]      0      0      0      0      0      1      0
#> 
#> , , 2
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    0    1    1    1    0    1    0    1    0     1     0     0     0     0
#> [2,]    1    0    0    0    1    0    1    0    1     0     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     0     0     1     0     0     1     0     1     1     0     1
#> [2,]     0     1     1     0     1     1     0     1     0     0     1     0
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     0     0     0     0     1     0     1     1     0     1     0     0
#> [2,]     1     1     1     1     0     1     0     0     1     0     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     0     1     0     1     1     1     1     1     1     1     1
#> [2,]     0     1     0     1     0     0     0     0     0     0     0     0
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     0     1     1     1     0     0     1     0     0     0
#> [2,]     0     0     1     0     0     0     1     1     0     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     0     1     1     0     1     1     0     1     0     1     1     1
#> [2,]     1     0     0     1     0     0     1     0     1     0     0     0
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     0     0     0     0     0     1     0     1     1     0     1     0
#> [2,]     1     1     1     1     1     0     1     0     0     1     0     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     0     1     1     0     1     0     1     0     1     0     0
#> [2,]     0     1     0     0     1     0     1     0     1     0     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      0      0      1      1      1      1      0      1
#> [2,]     0      0      1      1      0      0      0      0      1      0
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      0      1      1      1      1      1      0      1
#> [2,]      0      0      1      0      0      0      0      0      1      0
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      0      1      0      1      0      1      0      1
#> [2,]      0      0      1      0      1      0      1      0      1      0
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      0      1      0      1      1      0      1      1      1
#> [2,]      0      1      0      1      0      0      1      0      0      0
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      0      1      0      1      1      1      0      1      1
#> [2,]      0      1      0      1      0      0      0      1      0      0
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      0      1      1      1      1      0
#> [2,]      0      0      0      0      1      0      0      0      0      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      0      0      0      1      0      1      0      0      1      0
#> [2,]      1      1      1      0      1      0      1      1      0      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      0      0      0      0      0      1      0      1      0      0
#> [2,]      1      1      1      1      1      0      1      0      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      0      0      0      1      0      1      0      1
#> [2,]      0      0      1      1      1      0      1      0      1      0
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      0      0      1      1      1      1      0      1      0
#> [2,]      0      1      1      0      0      0      0      1      0      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      0      1      0      0      1      0      0      0      1      0
#> [2,]      1      0      1      1      0      1      1      1      0      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      0      0      1      1      1      0      1
#> [2,]      0      0      0      1      1      0      0      0      1      0
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      0      0      1      0      1      1      1      0      0
#> [2,]      0      1      1      0      1      0      0      0      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      0      1      1      0      1      1      1      0      1
#> [2,]      0      1      0      0      1      0      0      0      1      0
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      0      0      1      1      0      1      1      0
#> [2,]      0      0      1      1      0      0      1      0      0      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      1      0      1      1      0      0      1      0      1
#> [2,]      1      0      1      0      0      1      1      0      1      0
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      0      1      0      1      1      0      0      1      1      0
#> [2,]      1      0      1      0      0      1      1      0      0      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      0      1      1      0      0      0      1      0      0
#> [2,]      0      1      0      0      1      1      1      0      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      0      1      0      0      1      1      1      1      0
#> [2,]      1      1      0      1      1      0      0      0      0      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      0      1      0      1      1      0
#> [2,]      0      0      0      0      1      0      1      0      0      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,]      0      1      0      0      0      0      1
#> [2,]      1      0      1      1      1      1      0
#> 
#> , , 3
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    0    1    0    1    1    1    0     0     1     0     0     0
#> [2,]    0    0    1    0    1    0    0    0    1     1     0     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     0     0     0     0     1     1     1
#> [2,]     0     0     0     0     0     1     1     1     1     0     0     0
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     0     1     1     0     0     0     1     0     0     0     0     1
#> [2,]     1     0     0     1     1     1     0     1     1     1     1     0
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     0     1     1     0     1     0     0     1     0     0     0     1
#> [2,]     1     0     0     1     0     1     1     0     1     1     1     0
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     0     0     1     0     1     0     1     1     1     1     0     0
#> [2,]     1     1     0     1     0     1     0     0     0     0     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     0     0     0     1     1     1     0     0
#> [2,]     0     0     0     0     1     1     1     0     0     0     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     0     0     1     0     1     1     0     1     1     0     0     1
#> [2,]     1     1     0     1     0     0     1     0     0     1     1     0
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     0     0     1     1     1     1     1     0     1     0     0
#> [2,]     0     1     1     0     0     0     0     0     1     0     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     0      0      0      1      0      1      0      1      1      1
#> [2,]     1      1      1      0      1      0      1      0      0      0
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      0      0      1      0
#> [2,]      0      0      0      0      0      0      1      1      0      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      0      1      1      0      1      0      1      1      1
#> [2,]      0      1      0      0      1      0      1      0      0      0
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      0      1      1      1      1      0      1      1      0
#> [2,]      0      1      0      0      0      0      1      0      0      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      0      1      0      0      0      1      1      1
#> [2,]      0      0      1      0      1      1      1      0      0      0
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      0      0      1      1      1      0      1      0
#> [2,]      0      0      1      1      0      0      0      1      0      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      0      0      1      1      0      0      0      0      0      1
#> [2,]      1      1      0      0      1      1      1      1      1      0
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      0      1      1      0      0      0
#> [2,]      0      0      0      0      1      0      0      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      0      0      1      0      0      0      0      1      0      1
#> [2,]      1      1      0      1      1      1      1      0      1      0
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      0      1      0      0      1      0      0      1      0      0
#> [2,]      1      0      1      1      0      1      1      0      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      0      0      0      1      1      1      1      0      0      1
#> [2,]      1      1      1      0      0      0      0      1      1      0
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      0      0      0      1      0      1      1      1      1      1
#> [2,]      1      1      1      0      1      0      0      0      0      0
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      0      1      1      0      1      0      0      1      1
#> [2,]      0      1      0      0      1      0      1      1      0      0
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      0      0      1      0      1      0      0      0
#> [2,]      0      0      1      1      0      1      0      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      0      1      0      1      0      1      0      1      0      1
#> [2,]      1      0      1      0      1      0      1      0      1      0
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      0      0      1      0      0      1      1      1      1
#> [2,]      1      1      1      0      1      1      0      0      0      0
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      0      0      0      1      0      1      0      0      1      0
#> [2,]      1      1      1      0      1      0      1      1      0      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      0      1      0      1      0      1      0      0      1      0
#> [2,]      1      0      1      0      1      0      1      1      0      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      0      1      0      0      1      1      1      1      0
#> [2,]      1      1      0      1      1      0      0      0      0      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      0      1      0      1      1      1      1      1
#> [2,]      0      0      1      0      1      0      0      0      0      0
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,]      1      1      0      1      1      0      0
#> [2,]      0      0      1      0      0      1      1
#> 
#> , , 4
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    0    1    1    1    0    0    1     0     0     0     0     0
#> [2,]    0    0    1    0    0    0    1    1    0     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     0     1     0     1     1     0     0     1     1     0     1
#> [2,]     0     1     0     1     0     0     1     1     0     0     1     0
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     0     0     1     0     1     0     0     0     1     0     1
#> [2,]     0     1     1     0     1     0     1     1     1     0     1     0
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     0     1     0     1     1     0     1     1     0     0
#> [2,]     0     0     1     0     1     0     0     1     0     0     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     0     0     0     1     1     0     0     1     1     1     1
#> [2,]     0     1     1     1     0     0     1     1     0     0     0     0
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     0     0     1     1     1     1     1     1
#> [2,]     0     0     0     0     1     1     0     0     0     0     0     0
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     0     1     0     0     0     1     1     1     0     0     1
#> [2,]     0     1     0     1     1     1     0     0     0     1     1     0
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     0     1     1     1     0     0     1     1     0     0
#> [2,]     0     0     1     0     0     0     1     1     0     0     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      0      0      1      0      1      0      1      1      0
#> [2,]     0      1      1      0      1      0      1      0      0      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      0      1      0      0      1      0      1      1
#> [2,]      0      0      1      0      1      1      0      1      0      0
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      0      1      1      1      1      1      1      0      1
#> [2,]      0      1      0      0      0      0      0      0      1      0
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      0      0      1      1      0      0      1      0      0
#> [2,]      0      1      1      0      0      1      1      0      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      0      0      0      1      0      0
#> [2,]      0      0      0      0      1      1      1      0      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      0      1      0      0      0      1      0      1      1
#> [2,]      0      1      0      1      1      1      0      1      0      0
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      0      0      1      0      0      1      1      0      0      1
#> [2,]      1      1      0      1      1      0      0      1      1      0
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      0      1      0      1      1      1      0
#> [2,]      0      0      0      1      0      1      0      0      0      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      0      0      1      1      1      0      0      0      0
#> [2,]      0      1      1      0      0      0      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      0      0      0      0      1      1      0      1      1      1
#> [2,]      1      1      1      1      0      0      1      0      0      0
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      0      0      1      1      0      1      0      0      0      1
#> [2,]      1      1      0      0      1      0      1      1      1      0
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      0      1      1      1      1      0      0
#> [2,]      0      0      0      1      0      0      0      0      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      0      0      1      1      0      0      0      1      0
#> [2,]      0      1      1      0      0      1      1      1      0      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      0      1      0      0      0      1      0      0      1
#> [2,]      0      1      0      1      1      1      0      1      1      0
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      0      1      0      1      1      1      1      1      1      0
#> [2,]      1      0      1      0      0      0      0      0      0      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      0      1      0      1      1      1      0      0      0
#> [2,]      1      1      0      1      0      0      0      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      0      1      1      1      0      1      0      0      0      0
#> [2,]      1      0      0      0      1      0      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      0      0      1      0      1      1      0      0      0
#> [2,]      0      1      1      0      1      0      0      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      1      0      1      1      1      1      0      1      1
#> [2,]      1      0      1      0      0      0      0      1      0      0
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      0      1      0      1      1      0      0
#> [2,]      0      0      0      1      0      1      0      0      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,]      0      1      0      0      1      1      0
#> [2,]      1      0      1      1      0      0      1
#> 
#> , , 5
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    0    0    1    0    1    1    0    0     0     0     0     0     0
#> [2,]    0    1    1    0    1    0    0    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     0     1     0     1     1     1     0     0     0     1     0     1
#> [2,]     1     0     1     0     0     0     1     1     1     0     1     0
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     0     1     1     0     1     0     0     1     0     0     1
#> [2,]     0     1     0     0     1     0     1     1     0     1     1     0
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     0     1     0     0     0     0
#> [2,]     0     0     0     0     0     0     1     0     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     0     0     1     1     1     0     0     0     1     0     1     1
#> [2,]     1     1     0     0     0     1     1     1     0     1     0     0
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     0     1     1     1     1     0     0
#> [2,]     0     0     0     0     0     1     0     0     0     0     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     0     0     1     0     0     0     1     1     1     0     0     1
#> [2,]     1     1     0     1     1     1     0     0     0     1     1     0
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     0     0     1     1     1     1     0     0     1     1     0
#> [2,]     0     1     1     0     0     0     0     1     1     0     0     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     0      0      0      0      1      1      1      1      1      0
#> [2,]     1      1      1      1      0      0      0      0      0      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      0      1      0      0      0      0      0      1
#> [2,]      0      0      1      0      1      1      1      1      1      0
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      0      1      1      0      0      0      1
#> [2,]      0      0      0      1      0      0      1      1      1      0
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      0      1      1      1      1      1      0      1
#> [2,]      0      0      1      0      0      0      0      0      1      0
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      0      0      0      1      0      1
#> [2,]      0      0      0      0      1      1      1      0      1      0
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      0      1      1      0      0      0      1      1      0
#> [2,]      0      1      0      0      1      1      1      0      0      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      0      1      1      1      0      0      0      0      1      1
#> [2,]      1      0      0      0      1      1      1      1      0      0
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      0      0      1      1      1      0
#> [2,]      0      0      0      0      1      1      0      0      0      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      0      1      1      0      0      0      0      0      0
#> [2,]      0      1      0      0      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      0      0      0      0      1      0      0      0
#> [2,]      0      0      1      1      1      1      0      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      0      0      1      0      0      1      0      0      1      1
#> [2,]      1      1      0      1      1      0      1      1      0      0
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      0      0      1      0      1      1      1      0      1
#> [2,]      0      1      1      0      1      0      0      0      1      0
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      0      0      1      1      1      0      0      1      1      1
#> [2,]      1      1      0      0      0      1      1      0      0      0
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      0      1      0      0      0      0      0      1      0      1
#> [2,]      1      0      1      1      1      1      1      0      1      0
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      0      0      0      0      1      1      0      0      0      1
#> [2,]      1      1      1      1      0      0      1      1      1      0
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      1      0      0      1      0      1      0      1      1
#> [2,]      1      0      1      1      0      1      0      1      0      0
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      0      1      0
#> [2,]      0      0      0      0      0      0      0      1      0      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      0      1      0      0      1      1      1      1      1
#> [2,]      0      1      0      1      1      0      0      0      0      0
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      0      1      0      1      0      0      1      1      1
#> [2,]      1      1      0      1      0      1      1      0      0      0
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      0      1      0      1      1      1      0      0
#> [2,]      0      0      1      0      1      0      0      0      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,]      0      1      0      0      0      1      0
#> [2,]      1      0      1      1      1      0      1
#> 
#> , , 6
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    0    1    1    0    0     0     0     0     0     0
#> [2,]    0    0    0    0    1    0    0    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     0     1     0     1     1     1     0     0     0     1     0     1
#> [2,]     1     0     1     0     0     0     1     1     1     0     1     0
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     0     0     0     1     1     1     0     0     1     1
#> [2,]     0     0     1     1     1     0     0     0     1     1     0     0
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     0     0     1     1     1     0     0     1     0     1     0     1
#> [2,]     1     1     0     0     0     1     1     0     1     0     1     0
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     0     1     1     1     1     0     0     1     1     0     1     1
#> [2,]     1     0     0     0     0     1     1     0     0     1     0     0
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     0     1     1     1     0     1     0     1     1     1     1     0
#> [2,]     1     0     0     0     1     0     1     0     0     0     0     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     0     0     0     0     1     1     1     0     1     1     1
#> [2,]     0     1     1     1     1     0     0     0     1     0     0     0
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     0     0     0     1     1     1     0     0     0     1     1     0
#> [2,]     1     1     1     0     0     0     1     1     1     0     0     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      0      0      0      0      1      0      1      1      1
#> [2,]     0      1      1      1      1      0      1      0      0      0
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      0      1      0      0      0      1      1      1
#> [2,]      0      0      1      0      1      1      1      0      0      0
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      0      1      0      0      1      1      0      1      1
#> [2,]      0      1      0      1      1      0      0      1      0      0
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      0      1      1      1      0      1      1      1      1
#> [2,]      0      1      0      0      0      1      0      0      0      0
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      0      0      0      0      0      1
#> [2,]      0      0      0      0      1      1      1      1      1      0
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      0      0      0      0      0      1      1      1
#> [2,]      0      0      1      1      1      1      1      0      0      0
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      0      1      1      1      0      1      0      1      0      1
#> [2,]      1      0      0      0      1      0      1      0      1      0
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      0      1      1      0      0      1      0      1      1      0
#> [2,]      1      0      0      1      1      0      1      0      0      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      0      1      0      1      0      0      0      0      0      1
#> [2,]      1      0      1      0      1      1      1      1      1      0
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      0      0      0      0      0      0      0      0      0
#> [2,]      0      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      0      0      1      0      1      0      0      0      0      1
#> [2,]      1      1      0      1      0      1      1      1      1      0
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      0      0      0      1      1      1      1      1      0      0
#> [2,]      1      1      1      0      0      0      0      0      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      0      1      1      0      1
#> [2,]      0      0      0      0      0      1      0      0      1      0
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      0      0      1      0      0      0      1      1      1
#> [2,]      0      1      1      0      1      1      1      0      0      0
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      0      0      0      1      1      1      1      1      0
#> [2,]      0      1      1      1      0      0      0      0      0      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      1      1      1      0      0      0      1      0      0
#> [2,]      1      0      0      0      1      1      1      0      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      0      1      1      1      1      1      0
#> [2,]      0      0      0      1      0      0      0      0      0      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      0      1      0      1      0      1      0      0      0      0
#> [2,]      1      0      1      0      1      0      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      1      0      1      1      0      0      0      0      1
#> [2,]      1      0      1      0      0      1      1      1      1      0
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      0      1      1      1      1      0      1
#> [2,]      0      0      0      1      0      0      0      0      1      0
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,]      1      1      1      1      0      0      0
#> [2,]      0      0      0      0      1      1      1
#> 
#> , , 7
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    0    1    1    0    0     0     0     0     0     0
#> [2,]    0    0    0    0    1    0    0    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     0     0     0     0     1     1     0     1     0     1     0     1
#> [2,]     1     1     1     1     0     0     1     0     1     0     1     0
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     0     0     1     0     1     1     1     0     0     0     1
#> [2,]     0     1     1     0     1     0     0     0     1     1     1     0
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     0     0     1     1     1     1     1     0     0     0     1     0
#> [2,]     1     1     0     0     0     0     0     1     1     1     0     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     0     1     1     0     0     1     0     0     0     0     1
#> [2,]     0     1     0     0     1     1     0     1     1     1     1     0
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     0     1     0     1     1     1     1     1     1
#> [2,]     0     0     0     1     0     1     0     0     0     0     0     0
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     0     0     0     0     0     0     0     1     0     1     1     1
#> [2,]     1     1     1     1     1     1     1     0     1     0     0     0
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     0     0     1     1     1     1     0     0     1     1     1     0
#> [2,]     1     1     0     0     0     0     1     1     0     0     0     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     0      0      0      1      0      1      0      1      1      1
#> [2,]     1      1      1      0      1      0      1      0      0      0
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      0      0      0      1      0      1      1
#> [2,]      0      0      0      1      1      1      0      1      0      0
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      0      1      1      0      1      1      0      1      0      0
#> [2,]      1      0      0      1      0      0      1      0      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      0      0      1      0      0
#> [2,]      0      0      0      0      0      1      1      0      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      0      1      1      1      1      0      0      0      0      1
#> [2,]      1      0      0      0      0      1      1      1      1      0
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      0      0      0      1      0      1      1      1      1
#> [2,]      0      1      1      1      0      1      0      0      0      0
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      0      0      1      0      0      0      0      0      0      1
#> [2,]      1      1      0      1      1      1      1      1      1      0
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      0      1      0      0      0      0      1      1      0      0
#> [2,]      1      0      1      1      1      1      0      0      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      0      0      0      1      1      0      0      0      1      0
#> [2,]      1      1      1      0      0      1      1      1      0      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      0      1      0      1      0      0      0      0      1      0
#> [2,]      1      0      1      0      1      1      1      1      0      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      0      0      0      0      1      0      0      1      1      1
#> [2,]      1      1      1      1      0      1      1      0      0      0
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      0      1      1      1      1      1      1      0
#> [2,]      0      0      1      0      0      0      0      0      0      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      0      0      0      1      1      1      1      0      0      1
#> [2,]      1      1      1      0      0      0      0      1      1      0
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      0      0      1      0      0      1      1      1      0
#> [2,]      0      1      1      0      1      1      0      0      0      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      0      1      1      0      1      1      0      0      0      0
#> [2,]      1      0      0      1      0      0      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      1      0      1      1      0      1      0      0      0
#> [2,]      1      0      1      0      0      1      0      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      0      0      0      1      1      0      0      0
#> [2,]      0      0      1      1      1      0      0      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      0      0      0      0      0      1      1      0      1      0
#> [2,]      1      1      1      1      1      0      0      1      0      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      1      0      1      1      0      1      0      0      1
#> [2,]      1      0      1      0      0      1      0      1      1      0
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      0      0      0      1      1      1      0
#> [2,]      0      0      0      1      1      1      0      0      0      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,]      1      1      0      0      1      1      0
#> [2,]      0      0      1      1      0      0      1
#> 
#> , , 8
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    0    1     0     0     0     0     0
#> [2,]    0    0    0    0    0    0    0    1    0     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     0     1     1     1     0     0     0     1     0     0
#> [2,]     0     0     1     0     0     0     1     1     1     0     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     0     1     1     0     0     1     0     0     1     1     0     0
#> [2,]     1     0     0     1     1     0     1     1     0     0     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     0     1     1     1     1     0     0     0     0     0     0     1
#> [2,]     1     0     0     0     0     1     1     1     1     1     1     0
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     0     0     0     1     0     0     0     0     0     1     0     1
#> [2,]     1     1     1     0     1     1     1     1     1     0     1     0
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     0     1     1     0     0     0     1     1     1     1     1     0
#> [2,]     1     0     0     1     1     1     0     0     0     0     0     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     0     0     0     1     0     1     1     1     0     1     0     1
#> [2,]     1     1     1     0     1     0     0     0     1     0     1     0
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     0     1     1     1     0     0     1     1     1     0
#> [2,]     0     0     1     0     0     0     1     1     0     0     0     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     0      1      0      0      0      1      0      0      0      1
#> [2,]     1      0      1      1      1      0      1      1      1      0
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      0      0      0      0      0      1      1
#> [2,]      0      0      0      1      1      1      1      1      0      0
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      0      0      1      1      1      1      0      0      1      1
#> [2,]      1      1      0      0      0      0      1      1      0      0
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      0      1      1      0      1      0      1
#> [2,]      0      0      0      1      0      0      1      0      1      0
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      0      0      1      1      1      0      0      0      0      1
#> [2,]      1      1      0      0      0      1      1      1      1      0
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      0      0      0      0      0      0      1      1
#> [2,]      0      0      1      1      1      1      1      1      0      0
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      0      0      1      0      0      0      0      0      0      0
#> [2,]      1      1      0      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      0      0      1      0      0      0      0      0      0      1
#> [2,]      1      1      0      1      1      1      1      1      1      0
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      0      0      0      0      1      0      0      1      0      0
#> [2,]      1      1      1      1      0      1      1      0      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      0      0      0      0      0      0      0      1      0      0
#> [2,]      1      1      1      1      1      1      1      0      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      0      0      0      0      0      0      1      1      0      1
#> [2,]      1      1      1      1      1      1      0      0      1      0
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      0      0      1      0      1      1      1      0      1
#> [2,]      0      1      1      0      1      0      0      0      1      0
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      0      0      0      1      1      1      0      1      1      1
#> [2,]      1      1      1      0      0      0      1      0      0      0
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      0      0      0      1      0      0      1      1      0
#> [2,]      0      1      1      1      0      1      1      0      0      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      0      0      1      0      1      1      0      1      1      0
#> [2,]      1      1      0      1      0      0      1      0      0      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      0      0      1      0      1      0      0      1      1
#> [2,]      1      1      1      0      1      0      1      1      0      0
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      0      0      0      1      1      0      0      1
#> [2,]      0      0      1      1      1      0      0      1      1      0
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      0      0      0      0      1      0      0      1      1      1
#> [2,]      1      1      1      1      0      1      1      0      0      0
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      0      0      1      0      1      0      0      1      1
#> [2,]      0      1      1      0      1      0      1      1      0      0
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      0      0      0      1      1      0
#> [2,]      0      0      0      0      1      1      1      0      0      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,]      1      1      0      1      0      0      0
#> [2,]      0      0      1      0      1      1      1
#> 
#> , , 9
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    0    1    1    0    0    0     0     1     0     0     0
#> [2,]    0    0    0    1    0    0    1    1    1     1     0     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     0     0     1     1     0     0     0     0     1     0     0
#> [2,]     0     1     1     0     0     1     1     1     1     0     1     1
#>      [,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,]     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,]     0     1     0     1     0     0     1     0     1     0     0     0
#> [2,]     1     0     1     0     1     1     0     1     0     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     0     0     0     0     0     0     1
#> [2,]     0     0     0     0     0     1     1     1     1     1     1     0
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     0     0     1     0     1     0     1     1     0
#> [2,]     0     0     0     1     1     0     1     0     1     0     0     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     0     0     0     0     0     0     0     1     0     1     1     1
#> [2,]     1     1     1     1     1     1     1     0     1     0     0     0
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     0     0     0     1     1     1     1     1     0     1     1     0
#> [2,]     1     1     1     0     0     0     0     0     1     0     0     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      0      0      0      0      1      0      0      0      1
#> [2,]     0      1      1      1      1      0      1      1      1      0
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      0      1      1      0      0      0      1      1
#> [2,]      0      0      1      0      0      1      1      1      0      0
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      0      0      1      0      0      0      0      0      1      1
#> [2,]      1      1      0      1      1      1      1      1      0      0
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      0      0      0      1      0      1      1      0
#> [2,]      0      0      1      1      1      0      1      0      0      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      0      0      1      1      0      0      0      0      0      1
#> [2,]      1      1      0      0      1      1      1      1      1      0
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      0      0      0      0      0      0      1      1
#> [2,]      0      0      1      1      1      1      1      1      0      0
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      0      0      0      0      0      0      0      0      1
#> [2,]      0      1      1      1      1      1      1      1      1      0
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      0      0      0      1      0      0      0      0      1
#> [2,]      0      1      1      1      0      1      1      1      1      0
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      0      0      1      0      0      0      1      1
#> [2,]      0      0      1      1      0      1      1      1      0      0
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      0      1      0      1      1      1      0      0      1      0
#> [2,]      1      0      1      0      0      0      1      1      0      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      0      0      0      0      0      0      0      1      1      1
#> [2,]      1      1      1      1      1      1      1      0      0      0
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      0      1      1      1      1      1      1      1      0
#> [2,]      0      1      0      0      0      0      0      0      0      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      0      1      0      1      1      0      0      0      0      1
#> [2,]      1      0      1      0      0      1      1      1      1      0
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      0      1      0      1      1      1      0      1
#> [2,]      0      0      1      0      1      0      0      0      1      0
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      0      1      0      0      1      1      0      1      0      1
#> [2,]      1      0      1      1      0      0      1      0      1      0
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      0      0      0      0      0      0      0
#> [2,]      0      0      0      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      0      0      1      0      1      0      0
#> [2,]      0      0      0      1      1      0      1      0      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      0      0      0      1      0      1      1      1      0
#> [2,]      0      1      1      1      0      1      0      0      0      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      0      0      1      0      0      0      1      0      1
#> [2,]      1      1      1      0      1      1      1      0      1      0
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      0      0      0      1      1      0      0
#> [2,]      0      0      0      1      1      1      0      0      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,]      1      1      0      0      0      0      0
#> [2,]      0      0      1      1      1      1      1
#> 
#> , , 10
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    0    0    0     0     1     0     0     0
#> [2,]    0    0    0    0    0    0    1    1    1     1     0     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     0     0     0     1     0     0     0     0     1     0     0
#> [2,]     0     1     1     1     0     1     1     1     1     0     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     0     1     1     0     1     0     0     0     0     0     0
#> [2,]     0     1     0     0     1     0     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     0     0     0     1     1     1     0     0     0     0     0     0
#> [2,]     1     1     1     0     0     0     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     0     0     1     1     1     0     0     0     0     0     1
#> [2,]     0     1     1     0     0     0     1     1     1     1     1     0
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     0     1     1     0     1     0     1     1     1     1     0     0
#> [2,]     1     0     0     1     0     1     0     0     0     0     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     0     0     0     0     0     0     0     1     0     1     0     1
#> [2,]     1     1     1     1     1     1     1     0     1     0     1     0
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     0     1     1     1     1     1     1     0     0     1     0     0
#> [2,]     1     0     0     0     0     0     0     1     1     0     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     0      0      1      0      0      1      0      0      1      0
#> [2,]     1      1      0      1      1      0      1      1      0      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      0      0      0      0      1      0
#> [2,]      0      0      0      0      1      1      1      1      0      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      0      1      0      0      0      1      0      1      0
#> [2,]      0      1      0      1      1      1      0      1      0      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      0      1      1      1      0
#> [2,]      0      0      0      0      0      1      0      0      0      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      0      1      1      1      0      0      0      0      0      1
#> [2,]      1      0      0      0      1      1      1      1      1      0
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      0      0      0      0      0      0      1      1      1
#> [2,]      0      1      1      1      1      1      1      0      0      0
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      0      0      0      0      0      0      1      0      0      1
#> [2,]      1      1      1      1      1      1      0      1      1      0
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      0      1      0      1      0      0      0      1      1      0
#> [2,]      1      0      1      0      1      1      1      0      0      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      0      0      0      0      0      0      0      0      0
#> [2,]      0      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      0      0      0      1      1      0      0      0      0      1
#> [2,]      1      1      1      0      0      1      1      1      1      0
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      0      0      0      0      0      0      0      0      0      1
#> [2,]      1      1      1      1      1      1      1      1      1      0
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      0      1      0      1      1      1      0      0
#> [2,]      0      0      1      0      1      0      0      0      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      0      0      0      1      1      1      0      0      0      0
#> [2,]      1      1      1      0      0      0      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      0      0      1      0      0      0      1      0      0      0
#> [2,]      1      1      0      1      1      1      0      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      0      0      0      0      1      1      1      0      0      1
#> [2,]      1      1      1      1      0      0      0      1      1      0
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      0      0      1      0      0      0      0      1      0
#> [2,]      1      1      1      0      1      1      1      1      0      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      0      0      0      1      1      0      0      0
#> [2,]      0      0      1      1      1      0      0      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      0      0      0      0      0      0      1      1      0      0
#> [2,]      1      1      1      1      1      1      0      0      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      0      0      0      0      0      0      0      1      1
#> [2,]      1      1      1      1      1      1      1      1      0      0
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      0      0      0      0      0      1      0      0
#> [2,]      0      0      1      1      1      1      1      0      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305]
#> [1,]      0      1      1      1      0      0      0
#> [2,]      1      0      0      0      1      1      1
#> 
#> 
#> $hyper
#> , , 1
#> 
#>           [,1]       [,2]
#> [1,]  2.234132  1.1693629
#> [2,]  6.153157  1.0535604
#> [3,]  3.382887  0.5003649
#> [4,] 22.651755 17.4748071
#> [5,] 26.013064 15.6841633
#> [6,] 41.449674 10.0039639
#> [7,]  2.962011  0.8364195
#> 
#> , , 2
#> 
#>           [,1]      [,2]
#> [1,]  6.143463  1.397154
#> [2,] 16.081147  1.174343
#> [3,] 65.374408  1.152238
#> [4,] 24.136742 13.441580
#> [5,] 44.759399 12.446679
#> [6,] 32.447599  8.593998
#> [7,]  3.746425  1.451071
#> 
#> , , 3
#> 
#>            [,1]       [,2]
#> [1,]   9.538011  0.5582657
#> [2,]  62.138502  1.0045122
#> [3,] 306.567415  0.6015900
#> [4,]  52.889223  7.5744143
#> [5,] 102.078596 10.9452830
#> [6,]  71.419644  9.0259377
#> [7,]   5.064925  1.0425046
#> 
#> , , 4
#> 
#>           [,1]       [,2]
#> [1,]  14.46186  0.6620969
#> [2,] 157.79014  1.1806000
#> [3,] 369.74336  0.4978563
#> [4,]  81.38940 10.1383381
#> [5,] 145.97373 12.3263347
#> [6,] 215.80210  7.3263077
#> [7,]  11.26823  0.8190997
#> 
#> , , 5
#> 
#>           [,1]      [,2]
#> [1,]  41.21467 0.3479425
#> [2,] 225.07495 1.5848006
#> [3,] 631.76220 0.4030264
#> [4,] 277.72510 6.6163563
#> [5,] 268.07828 9.3390024
#> [6,] 288.63780 4.3788238
#> [7,]  23.16481 0.9518163
#> 
#> , , 6
#> 
#>           [,1]       [,2]
#> [1,]  37.23136  0.8097911
#> [2,]  85.69554  1.5226384
#> [3,] 800.05949  2.1173605
#> [4,] 363.48478  5.6763156
#> [5,] 321.34871 13.7955965
#> [6,] 438.79046  7.5397221
#> [7,]  27.98742  0.9975838
#> 
#> , , 7
#> 
#>           [,1]       [,2]
#> [1,]  36.91105  0.7900361
#> [2,] 104.91489  0.6306549
#> [3,] 403.20928  0.9687230
#> [4,] 274.43414 10.7495036
#> [5,] 463.88474 12.0136813
#> [6,] 581.63431 11.7868616
#> [7,]  40.74861  0.8803119
#> 
#> , , 8
#> 
#>           [,1]      [,2]
#> [1,]  36.10875 0.6731879
#> [2,] 391.71301 0.5301477
#> [3,] 825.86039 0.6247085
#> [4,] 506.11854 9.7718859
#> [5,] 704.50495 8.6746766
#> [6,] 659.37758 7.1553230
#> [7,]  52.31501 1.1728160
#> 
#> , , 9
#> 
#>            [,1]      [,2]
#> [1,]   66.41769 0.6581642
#> [2,]  215.07914 0.3959642
#> [3,]  710.56069 0.5770036
#> [4,]  489.52553 4.4753930
#> [5,] 1229.19837 6.0097364
#> [6,] 1083.54001 6.1876968
#> [7,]   75.51119 0.6331437
#> 
#> , , 10
#> 
#>            [,1]      [,2]
#> [1,]   54.43993 0.3694467
#> [2,]  151.98663 0.2574066
#> [3,] 1432.69277 0.4997301
#> [4,]  580.22955 5.4873197
#> [5,]  662.10261 4.1973164
#> [6,] 1091.78119 4.7575756
#> [7,]   87.46530 0.6514561
#> 
#> 
#> $sigma
#> , , 1
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 1.0016257 1.0016257 0.9983716 1.0016257 1.0016257 1.0016257 0.9983716
#> [2,] 0.9498702 0.9498702 1.0477340 0.9498702 0.9498702 0.9498702 1.0477340
#> [3,] 1.0677661 1.0677661 0.9272948 1.0677661 1.0677661 1.0677661 0.9272948
#>           [,8]      [,9]     [,10]     [,11]     [,12]     [,13]     [,14]
#> [1,] 0.9983716 1.0016257 1.0016257 1.0016257 0.9983716 0.9983716 1.0016257
#> [2,] 1.0477340 0.9498702 0.9498702 0.9498702 1.0477340 1.0477340 0.9498702
#> [3,] 0.9272948 1.0677661 1.0677661 1.0677661 0.9272948 0.9272948 1.0677661
#>          [,15]     [,16]     [,17]     [,18]     [,19]     [,20]     [,21]
#> [1,] 1.0016257 0.9983716 0.9983716 1.0016257 1.0016257 1.0016257 1.0016257
#> [2,] 0.9498702 1.0477340 1.0477340 0.9498702 0.9498702 0.9498702 0.9498702
#> [3,] 1.0677661 0.9272948 0.9272948 1.0677661 1.0677661 1.0677661 1.0677661
#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 1.0016257 0.9983716 0.9983716 1.0016257 1.0016257 0.9983716 0.9983716
#> [2,] 0.9498702 1.0477340 1.0477340 0.9498702 0.9498702 1.0477340 1.0477340
#> [3,] 1.0677661 0.9272948 0.9272948 1.0677661 1.0677661 0.9272948 0.9272948
#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 0.9983716 1.0016257 0.9983716 1.0016257 0.9983716 1.0016257 1.0016257
#> [2,] 1.0477340 0.9498702 1.0477340 0.9498702 1.0477340 0.9498702 0.9498702
#> [3,] 0.9272948 1.0677661 0.9272948 1.0677661 0.9272948 1.0677661 1.0677661
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 0.9983716 1.0016257 0.9983716 1.0016257 1.0016257 0.9983716 0.9983716
#> [2,] 1.0477340 0.9498702 1.0477340 0.9498702 0.9498702 1.0477340 1.0477340
#> [3,] 0.9272948 1.0677661 0.9272948 1.0677661 1.0677661 0.9272948 0.9272948
#>          [,43]     [,44]     [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 0.9983716 0.9983716 1.0016257 0.9983716 0.9983716 0.9983716 1.0016257
#> [2,] 1.0477340 1.0477340 0.9498702 1.0477340 1.0477340 1.0477340 0.9498702
#> [3,] 0.9272948 0.9272948 1.0677661 0.9272948 0.9272948 0.9272948 1.0677661
#>          [,50]     [,51]     [,52]     [,53]     [,54]     [,55]     [,56]
#> [1,] 0.9983716 1.0016257 1.0016257 0.9983716 1.0016257 0.9983716 0.9983716
#> [2,] 1.0477340 0.9498702 0.9498702 1.0477340 0.9498702 1.0477340 1.0477340
#> [3,] 0.9272948 1.0677661 1.0677661 0.9272948 1.0677661 0.9272948 0.9272948
#>          [,57]     [,58]     [,59]     [,60]     [,61]     [,62]     [,63]
#> [1,] 0.9983716 1.0016257 0.9983716 1.0016257 0.9983716 0.9983716 1.0016257
#> [2,] 1.0477340 0.9498702 1.0477340 0.9498702 1.0477340 1.0477340 0.9498702
#> [3,] 0.9272948 1.0677661 0.9272948 1.0677661 0.9272948 0.9272948 1.0677661
#>          [,64]     [,65]     [,66]     [,67]     [,68]     [,69]     [,70]
#> [1,] 0.9983716 0.9983716 0.9983716 1.0016257 0.9983716 1.0016257 0.9983716
#> [2,] 1.0477340 1.0477340 1.0477340 0.9498702 1.0477340 0.9498702 1.0477340
#> [3,] 0.9272948 0.9272948 0.9272948 1.0677661 0.9272948 1.0677661 0.9272948
#>          [,71]     [,72]     [,73]     [,74]     [,75]     [,76]     [,77]
#> [1,] 1.0016257 0.9983716 0.9983716 1.0016257 1.0016257 1.0016257 0.9983716
#> [2,] 0.9498702 1.0477340 1.0477340 0.9498702 0.9498702 0.9498702 1.0477340
#> [3,] 1.0677661 0.9272948 0.9272948 1.0677661 1.0677661 1.0677661 0.9272948
#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
#> [1,] 1.0016257 1.0016257 0.9983716 0.9983716 1.0016257 1.0016257 0.9983716
#> [2,] 0.9498702 0.9498702 1.0477340 1.0477340 0.9498702 0.9498702 1.0477340
#> [3,] 1.0677661 1.0677661 0.9272948 0.9272948 1.0677661 1.0677661 0.9272948
#>          [,85]     [,86]     [,87]     [,88]     [,89]     [,90]     [,91]
#> [1,] 1.0016257 0.9983716 1.0016257 0.9983716 1.0016257 0.9983716 1.0016257
#> [2,] 0.9498702 1.0477340 0.9498702 1.0477340 0.9498702 1.0477340 0.9498702
#> [3,] 1.0677661 0.9272948 1.0677661 0.9272948 1.0677661 0.9272948 1.0677661
#>          [,92]     [,93]     [,94]     [,95]     [,96]     [,97]     [,98]
#> [1,] 1.0016257 0.9983716 1.0016257 0.9983716 1.0016257 0.9983716 1.0016257
#> [2,] 0.9498702 1.0477340 0.9498702 1.0477340 0.9498702 1.0477340 0.9498702
#> [3,] 1.0677661 0.9272948 1.0677661 0.9272948 1.0677661 0.9272948 1.0677661
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 1.0016257 1.0016257 0.9983716 1.0016257 0.9983716 1.0016257 1.0016257
#> [2,] 0.9498702 0.9498702 1.0477340 0.9498702 1.0477340 0.9498702 0.9498702
#> [3,] 1.0677661 1.0677661 0.9272948 1.0677661 0.9272948 1.0677661 1.0677661
#>         [,106]    [,107]    [,108]    [,109]    [,110]    [,111]    [,112]
#> [1,] 0.9983716 0.9983716 0.9983716 1.0016257 1.0016257 0.9983716 0.9983716
#> [2,] 1.0477340 1.0477340 1.0477340 0.9498702 0.9498702 1.0477340 1.0477340
#> [3,] 0.9272948 0.9272948 0.9272948 1.0677661 1.0677661 0.9272948 0.9272948
#>         [,113]    [,114]    [,115]    [,116]    [,117]    [,118]    [,119]
#> [1,] 1.0016257 0.9983716 0.9983716 1.0016257 1.0016257 1.0016257 0.9983716
#> [2,] 0.9498702 1.0477340 1.0477340 0.9498702 0.9498702 0.9498702 1.0477340
#> [3,] 1.0677661 0.9272948 0.9272948 1.0677661 1.0677661 1.0677661 0.9272948
#>         [,120]    [,121]    [,122]    [,123]    [,124]    [,125]    [,126]
#> [1,] 1.0016257 1.0016257 0.9983716 0.9983716 1.0016257 0.9983716 0.9983716
#> [2,] 0.9498702 0.9498702 1.0477340 1.0477340 0.9498702 1.0477340 1.0477340
#> [3,] 1.0677661 1.0677661 0.9272948 0.9272948 1.0677661 0.9272948 0.9272948
#>         [,127]    [,128]    [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 0.9983716 1.0016257 1.0016257 0.9983716 0.9983716 0.9983716 0.9983716
#> [2,] 1.0477340 0.9498702 0.9498702 1.0477340 1.0477340 1.0477340 1.0477340
#> [3,] 0.9272948 1.0677661 1.0677661 0.9272948 0.9272948 0.9272948 0.9272948
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 1.0016257 0.9983716 1.0016257 0.9983716 1.0016257 1.0016257 1.0016257
#> [2,] 0.9498702 1.0477340 0.9498702 1.0477340 0.9498702 0.9498702 0.9498702
#> [3,] 1.0677661 0.9272948 1.0677661 0.9272948 1.0677661 1.0677661 1.0677661
#>         [,141]    [,142]    [,143]    [,144]    [,145]    [,146]    [,147]
#> [1,] 1.0016257 1.0016257 1.0016257 0.9983716 1.0016257 1.0016257 1.0016257
#> [2,] 0.9498702 0.9498702 0.9498702 1.0477340 0.9498702 0.9498702 0.9498702
#> [3,] 1.0677661 1.0677661 1.0677661 0.9272948 1.0677661 1.0677661 1.0677661
#>         [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 1.0016257 1.0016257 0.9983716 0.9983716 1.0016257 1.0016257 0.9983716
#> [2,] 0.9498702 0.9498702 1.0477340 1.0477340 0.9498702 0.9498702 1.0477340
#> [3,] 1.0677661 1.0677661 0.9272948 0.9272948 1.0677661 1.0677661 0.9272948
#>         [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 0.9983716 0.9983716 0.9983716 1.0016257 1.0016257 0.9983716 1.0016257
#> [2,] 1.0477340 1.0477340 1.0477340 0.9498702 0.9498702 1.0477340 0.9498702
#> [3,] 0.9272948 0.9272948 0.9272948 1.0677661 1.0677661 0.9272948 1.0677661
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 1.0016257 0.9983716 0.9983716 1.0016257 0.9983716 0.9983716 0.9983716
#> [2,] 0.9498702 1.0477340 1.0477340 0.9498702 1.0477340 1.0477340 1.0477340
#> [3,] 1.0677661 0.9272948 0.9272948 1.0677661 0.9272948 0.9272948 0.9272948
#>         [,169]    [,170]    [,171]    [,172]    [,173]    [,174]    [,175]
#> [1,] 1.0016257 1.0016257 0.9983716 0.9983716 1.0016257 1.0016257 0.9983716
#> [2,] 0.9498702 0.9498702 1.0477340 1.0477340 0.9498702 0.9498702 1.0477340
#> [3,] 1.0677661 1.0677661 0.9272948 0.9272948 1.0677661 1.0677661 0.9272948
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
#> [1,] 0.9983716 0.9983716 0.9983716 0.9983716 1.0016257 0.9983716 0.9983716
#> [2,] 1.0477340 1.0477340 1.0477340 1.0477340 0.9498702 1.0477340 1.0477340
#> [3,] 0.9272948 0.9272948 0.9272948 0.9272948 1.0677661 0.9272948 0.9272948
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 1.0016257 0.9983716 0.9983716 1.0016257 1.0016257 0.9983716 1.0016257
#> [2,] 0.9498702 1.0477340 1.0477340 0.9498702 0.9498702 1.0477340 0.9498702
#> [3,] 1.0677661 0.9272948 0.9272948 1.0677661 1.0677661 0.9272948 1.0677661
#>         [,190]    [,191]    [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 0.9983716 0.9983716 1.0016257 0.9983716 1.0016257 1.0016257 0.9983716
#> [2,] 1.0477340 1.0477340 0.9498702 1.0477340 0.9498702 0.9498702 1.0477340
#> [3,] 0.9272948 0.9272948 1.0677661 0.9272948 1.0677661 1.0677661 0.9272948
#>         [,197]    [,198]    [,199]    [,200]    [,201]    [,202]    [,203]
#> [1,] 1.0016257 1.0016257 1.0016257 0.9983716 0.9983716 0.9983716 1.0016257
#> [2,] 0.9498702 0.9498702 0.9498702 1.0477340 1.0477340 1.0477340 0.9498702
#> [3,] 1.0677661 1.0677661 1.0677661 0.9272948 0.9272948 0.9272948 1.0677661
#>         [,204]    [,205]    [,206]    [,207]    [,208]    [,209]    [,210]
#> [1,] 1.0016257 0.9983716 1.0016257 1.0016257 1.0016257 1.0016257 1.0016257
#> [2,] 0.9498702 1.0477340 0.9498702 0.9498702 0.9498702 0.9498702 0.9498702
#> [3,] 1.0677661 0.9272948 1.0677661 1.0677661 1.0677661 1.0677661 1.0677661
#>         [,211]    [,212]    [,213]    [,214]    [,215]    [,216]    [,217]
#> [1,] 0.9983716 1.0016257 0.9983716 0.9983716 1.0016257 1.0016257 1.0016257
#> [2,] 1.0477340 0.9498702 1.0477340 1.0477340 0.9498702 0.9498702 0.9498702
#> [3,] 0.9272948 1.0677661 0.9272948 0.9272948 1.0677661 1.0677661 1.0677661
#>         [,218]    [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 1.0016257 1.0016257 1.0016257 0.9983716 1.0016257 1.0016257 0.9983716
#> [2,] 0.9498702 0.9498702 0.9498702 1.0477340 0.9498702 0.9498702 1.0477340
#> [3,] 1.0677661 1.0677661 1.0677661 0.9272948 1.0677661 1.0677661 0.9272948
#>         [,225]    [,226]    [,227]    [,228]    [,229]    [,230]    [,231]
#> [1,] 1.0016257 1.0016257 1.0016257 1.0016257 0.9983716 0.9983716 1.0016257
#> [2,] 0.9498702 0.9498702 0.9498702 0.9498702 1.0477340 1.0477340 0.9498702
#> [3,] 1.0677661 1.0677661 1.0677661 1.0677661 0.9272948 0.9272948 1.0677661
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 0.9983716 1.0016257 0.9983716 1.0016257 0.9983716 1.0016257 0.9983716
#> [2,] 1.0477340 0.9498702 1.0477340 0.9498702 1.0477340 0.9498702 1.0477340
#> [3,] 0.9272948 1.0677661 0.9272948 1.0677661 0.9272948 1.0677661 0.9272948
#>         [,239]    [,240]    [,241]    [,242]    [,243]    [,244]    [,245]
#> [1,] 1.0016257 1.0016257 0.9983716 0.9983716 0.9983716 0.9983716 1.0016257
#> [2,] 0.9498702 0.9498702 1.0477340 1.0477340 1.0477340 1.0477340 0.9498702
#> [3,] 1.0677661 1.0677661 0.9272948 0.9272948 0.9272948 0.9272948 1.0677661
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]    [,252]
#> [1,] 0.9983716 0.9983716 1.0016257 0.9983716 1.0016257 1.0016257 1.0016257
#> [2,] 1.0477340 1.0477340 0.9498702 1.0477340 0.9498702 0.9498702 0.9498702
#> [3,] 0.9272948 0.9272948 1.0677661 0.9272948 1.0677661 1.0677661 1.0677661
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 1.0016257 1.0016257 0.9983716 0.9983716 0.9983716 1.0016257 1.0016257
#> [2,] 0.9498702 0.9498702 1.0477340 1.0477340 1.0477340 0.9498702 0.9498702
#> [3,] 1.0677661 1.0677661 0.9272948 0.9272948 0.9272948 1.0677661 1.0677661
#>         [,260]    [,261]    [,262]    [,263]    [,264]    [,265]    [,266]
#> [1,] 1.0016257 0.9983716 1.0016257 1.0016257 0.9983716 1.0016257 1.0016257
#> [2,] 0.9498702 1.0477340 0.9498702 0.9498702 1.0477340 0.9498702 0.9498702
#> [3,] 1.0677661 0.9272948 1.0677661 1.0677661 0.9272948 1.0677661 1.0677661
#>         [,267]    [,268]    [,269]    [,270]    [,271]    [,272]    [,273]
#> [1,] 0.9983716 1.0016257 0.9983716 1.0016257 0.9983716 1.0016257 0.9983716
#> [2,] 1.0477340 0.9498702 1.0477340 0.9498702 1.0477340 0.9498702 1.0477340
#> [3,] 0.9272948 1.0677661 0.9272948 1.0677661 0.9272948 1.0677661 0.9272948
#>         [,274]    [,275]    [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 1.0016257 0.9983716 1.0016257 1.0016257 1.0016257 0.9983716 0.9983716
#> [2,] 0.9498702 1.0477340 0.9498702 0.9498702 0.9498702 1.0477340 1.0477340
#> [3,] 1.0677661 0.9272948 1.0677661 1.0677661 1.0677661 0.9272948 0.9272948
#>         [,281]    [,282]    [,283]    [,284]    [,285]    [,286]    [,287]
#> [1,] 1.0016257 1.0016257 1.0016257 1.0016257 0.9983716 1.0016257 1.0016257
#> [2,] 0.9498702 0.9498702 0.9498702 0.9498702 1.0477340 0.9498702 0.9498702
#> [3,] 1.0677661 1.0677661 1.0677661 1.0677661 0.9272948 1.0677661 1.0677661
#>         [,288]    [,289]    [,290]    [,291]    [,292]    [,293]    [,294]
#> [1,] 1.0016257 0.9983716 1.0016257 0.9983716 1.0016257 0.9983716 0.9983716
#> [2,] 0.9498702 1.0477340 0.9498702 1.0477340 0.9498702 1.0477340 1.0477340
#> [3,] 1.0677661 0.9272948 1.0677661 0.9272948 1.0677661 0.9272948 0.9272948
#>         [,295]    [,296]    [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 0.9983716 1.0016257 1.0016257 1.0016257 1.0016257 1.0016257 1.0016257
#> [2,] 1.0477340 0.9498702 0.9498702 0.9498702 0.9498702 0.9498702 0.9498702
#> [3,] 0.9272948 1.0677661 1.0677661 1.0677661 1.0677661 1.0677661 1.0677661
#>         [,302]    [,303]    [,304]    [,305]
#> [1,] 1.0016257 1.0016257 0.9983716 1.0016257
#> [2,] 0.9498702 0.9498702 1.0477340 0.9498702
#> [3,] 1.0677661 1.0677661 0.9272948 1.0677661
#> 
#> , , 2
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 0.9727064 1.0265682 1.0265682 1.0265682 0.9727064 1.0265682 0.9727064
#> [2,] 1.0738209 0.9202764 0.9202764 0.9202764 1.0738209 0.9202764 1.0738209
#> [3,] 0.6518296 1.2550371 1.2550371 1.2550371 0.6518296 1.2550371 0.6518296
#>           [,8]      [,9]     [,10]     [,11]     [,12]     [,13]     [,14]
#> [1,] 1.0265682 0.9727064 1.0265682 0.9727064 0.9727064 0.9727064 0.9727064
#> [2,] 0.9202764 1.0738209 0.9202764 1.0738209 1.0738209 1.0738209 1.0738209
#> [3,] 1.2550371 0.6518296 1.2550371 0.6518296 0.6518296 0.6518296 0.6518296
#>          [,15]     [,16]     [,17]     [,18]     [,19]     [,20]     [,21]
#> [1,] 1.0265682 0.9727064 0.9727064 1.0265682 0.9727064 0.9727064 1.0265682
#> [2,] 0.9202764 1.0738209 1.0738209 0.9202764 1.0738209 1.0738209 0.9202764
#> [3,] 1.2550371 0.6518296 0.6518296 1.2550371 0.6518296 0.6518296 1.2550371
#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 0.9727064 1.0265682 1.0265682 0.9727064 1.0265682 0.9727064 0.9727064
#> [2,] 1.0738209 0.9202764 0.9202764 1.0738209 0.9202764 1.0738209 1.0738209
#> [3,] 0.6518296 1.2550371 1.2550371 0.6518296 1.2550371 0.6518296 0.6518296
#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 0.9727064 0.9727064 1.0265682 0.9727064 1.0265682 1.0265682 0.9727064
#> [2,] 1.0738209 1.0738209 0.9202764 1.0738209 0.9202764 0.9202764 1.0738209
#> [3,] 0.6518296 0.6518296 1.2550371 0.6518296 1.2550371 1.2550371 0.6518296
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 1.0265682 0.9727064 0.9727064 1.0265682 0.9727064 1.0265682 0.9727064
#> [2,] 0.9202764 1.0738209 1.0738209 0.9202764 1.0738209 0.9202764 1.0738209
#> [3,] 1.2550371 0.6518296 0.6518296 1.2550371 0.6518296 1.2550371 0.6518296
#>          [,43]     [,44]     [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 1.0265682 1.0265682 1.0265682 1.0265682 1.0265682 1.0265682 1.0265682
#> [2,] 0.9202764 0.9202764 0.9202764 0.9202764 0.9202764 0.9202764 0.9202764
#> [3,] 1.2550371 1.2550371 1.2550371 1.2550371 1.2550371 1.2550371 1.2550371
#>          [,50]     [,51]     [,52]     [,53]     [,54]     [,55]     [,56]
#> [1,] 1.0265682 1.0265682 1.0265682 0.9727064 1.0265682 1.0265682 1.0265682
#> [2,] 0.9202764 0.9202764 0.9202764 1.0738209 0.9202764 0.9202764 0.9202764
#> [3,] 1.2550371 1.2550371 1.2550371 0.6518296 1.2550371 1.2550371 1.2550371
#>          [,57]     [,58]     [,59]     [,60]     [,61]     [,62]     [,63]
#> [1,] 0.9727064 0.9727064 1.0265682 0.9727064 0.9727064 0.9727064 0.9727064
#> [2,] 1.0738209 1.0738209 0.9202764 1.0738209 1.0738209 1.0738209 1.0738209
#> [3,] 0.6518296 0.6518296 1.2550371 0.6518296 0.6518296 0.6518296 0.6518296
#>          [,64]     [,65]     [,66]     [,67]     [,68]     [,69]     [,70]
#> [1,] 1.0265682 1.0265682 0.9727064 1.0265682 1.0265682 0.9727064 1.0265682
#> [2,] 0.9202764 0.9202764 1.0738209 0.9202764 0.9202764 1.0738209 0.9202764
#> [3,] 1.2550371 1.2550371 0.6518296 1.2550371 1.2550371 0.6518296 1.2550371
#>          [,71]     [,72]     [,73]     [,74]     [,75]     [,76]     [,77]
#> [1,] 0.9727064 1.0265682 1.0265682 1.0265682 0.9727064 0.9727064 0.9727064
#> [2,] 1.0738209 0.9202764 0.9202764 0.9202764 1.0738209 1.0738209 1.0738209
#> [3,] 0.6518296 1.2550371 1.2550371 1.2550371 0.6518296 0.6518296 0.6518296
#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
#> [1,] 0.9727064 0.9727064 1.0265682 0.9727064 1.0265682 1.0265682 0.9727064
#> [2,] 1.0738209 1.0738209 0.9202764 1.0738209 0.9202764 0.9202764 1.0738209
#> [3,] 0.6518296 0.6518296 1.2550371 0.6518296 1.2550371 1.2550371 0.6518296
#>          [,85]     [,86]     [,87]     [,88]     [,89]     [,90]     [,91]
#> [1,] 1.0265682 0.9727064 1.0265682 0.9727064 1.0265682 1.0265682 0.9727064
#> [2,] 0.9202764 1.0738209 0.9202764 1.0738209 0.9202764 0.9202764 1.0738209
#> [3,] 1.2550371 0.6518296 1.2550371 0.6518296 1.2550371 1.2550371 0.6518296
#>          [,92]     [,93]     [,94]     [,95]     [,96]     [,97]     [,98]
#> [1,] 1.0265682 0.9727064 1.0265682 0.9727064 1.0265682 0.9727064 0.9727064
#> [2,] 0.9202764 1.0738209 0.9202764 1.0738209 0.9202764 1.0738209 1.0738209
#> [3,] 1.2550371 0.6518296 1.2550371 0.6518296 1.2550371 0.6518296 0.6518296
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 1.0265682 1.0265682 0.9727064 0.9727064 1.0265682 1.0265682 1.0265682
#> [2,] 0.9202764 0.9202764 1.0738209 1.0738209 0.9202764 0.9202764 0.9202764
#> [3,] 1.2550371 1.2550371 0.6518296 0.6518296 1.2550371 1.2550371 1.2550371
#>         [,106]    [,107]    [,108]    [,109]    [,110]    [,111]    [,112]
#> [1,] 1.0265682 0.9727064 1.0265682 1.0265682 1.0265682 0.9727064 1.0265682
#> [2,] 0.9202764 1.0738209 0.9202764 0.9202764 0.9202764 1.0738209 0.9202764
#> [3,] 1.2550371 0.6518296 1.2550371 1.2550371 1.2550371 0.6518296 1.2550371
#>         [,113]    [,114]    [,115]    [,116]    [,117]    [,118]    [,119]
#> [1,] 1.0265682 1.0265682 1.0265682 1.0265682 0.9727064 1.0265682 1.0265682
#> [2,] 0.9202764 0.9202764 0.9202764 0.9202764 1.0738209 0.9202764 0.9202764
#> [3,] 1.2550371 1.2550371 1.2550371 1.2550371 0.6518296 1.2550371 1.2550371
#>         [,120]    [,121]    [,122]    [,123]    [,124]    [,125]    [,126]
#> [1,] 1.0265682 0.9727064 1.0265682 0.9727064 1.0265682 0.9727064 1.0265682
#> [2,] 0.9202764 1.0738209 0.9202764 1.0738209 0.9202764 1.0738209 0.9202764
#> [3,] 1.2550371 0.6518296 1.2550371 0.6518296 1.2550371 0.6518296 1.2550371
#>         [,127]    [,128]    [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 0.9727064 1.0265682 1.0265682 0.9727064 1.0265682 0.9727064 1.0265682
#> [2,] 1.0738209 0.9202764 0.9202764 1.0738209 0.9202764 1.0738209 0.9202764
#> [3,] 0.6518296 1.2550371 1.2550371 0.6518296 1.2550371 0.6518296 1.2550371
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 1.0265682 0.9727064 1.0265682 1.0265682 1.0265682 1.0265682 0.9727064
#> [2,] 0.9202764 1.0738209 0.9202764 0.9202764 0.9202764 0.9202764 1.0738209
#> [3,] 1.2550371 0.6518296 1.2550371 1.2550371 1.2550371 1.2550371 0.6518296
#>         [,141]    [,142]    [,143]    [,144]    [,145]    [,146]    [,147]
#> [1,] 1.0265682 0.9727064 1.0265682 1.0265682 1.0265682 0.9727064 1.0265682
#> [2,] 0.9202764 1.0738209 0.9202764 0.9202764 0.9202764 1.0738209 0.9202764
#> [3,] 1.2550371 0.6518296 1.2550371 1.2550371 1.2550371 0.6518296 1.2550371
#>         [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 1.0265682 1.0265682 1.0265682 1.0265682 1.0265682 0.9727064 1.0265682
#> [2,] 0.9202764 0.9202764 0.9202764 0.9202764 0.9202764 1.0738209 0.9202764
#> [3,] 1.2550371 1.2550371 1.2550371 1.2550371 1.2550371 0.6518296 1.2550371
#>         [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 1.0265682 1.0265682 1.0265682 0.9727064 0.9727064 0.9727064 0.9727064
#> [2,] 0.9202764 0.9202764 0.9202764 1.0738209 1.0738209 1.0738209 1.0738209
#> [3,] 1.2550371 1.2550371 1.2550371 0.6518296 0.6518296 0.6518296 0.6518296
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 1.0265682 0.9727064 1.0265682 0.9727064 0.9727064 1.0265682 0.9727064
#> [2,] 0.9202764 1.0738209 0.9202764 1.0738209 1.0738209 0.9202764 1.0738209
#> [3,] 1.2550371 0.6518296 1.2550371 0.6518296 0.6518296 1.2550371 0.6518296
#>         [,169]    [,170]    [,171]    [,172]    [,173]    [,174]    [,175]
#> [1,] 0.9727064 0.9727064 0.9727064 0.9727064 0.9727064 1.0265682 0.9727064
#> [2,] 1.0738209 1.0738209 1.0738209 1.0738209 1.0738209 0.9202764 1.0738209
#> [3,] 0.6518296 0.6518296 0.6518296 0.6518296 0.6518296 1.2550371 0.6518296
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
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#> 
#> , , 3
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
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#>         [,211]    [,212]    [,213]    [,214]    [,215]    [,216]    [,217]
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#> [2,] 1.1325335 0.8469757 1.1325335 0.8469757 0.8469757 0.8469757 0.8469757
#> [3,] 0.4926788 1.3256197 0.4926788 1.3256197 1.3256197 1.3256197 1.3256197
#>         [,218]    [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 0.8996665 0.8996665 1.0911462 0.8996665 0.8996665 1.0911462 0.8996665
#> [2,] 0.8469757 0.8469757 1.1325335 0.8469757 0.8469757 1.1325335 0.8469757
#> [3,] 1.3256197 1.3256197 0.4926788 1.3256197 1.3256197 0.4926788 1.3256197
#>         [,225]    [,226]    [,227]    [,228]    [,229]    [,230]    [,231]
#> [1,] 1.0911462 1.0911462 0.8996665 0.8996665 0.8996665 0.8996665 1.0911462
#> [2,] 1.1325335 1.1325335 0.8469757 0.8469757 0.8469757 0.8469757 1.1325335
#> [3,] 0.4926788 0.4926788 1.3256197 1.3256197 1.3256197 1.3256197 0.4926788
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 1.0911462 0.8996665 1.0911462 0.8996665 1.0911462 1.0911462 1.0911462
#> [2,] 1.1325335 0.8469757 1.1325335 0.8469757 1.1325335 1.1325335 1.1325335
#> [3,] 0.4926788 1.3256197 0.4926788 1.3256197 0.4926788 0.4926788 0.4926788
#>         [,239]    [,240]    [,241]    [,242]    [,243]    [,244]    [,245]
#> [1,] 1.0911462 0.8996665 1.0911462 0.8996665 1.0911462 0.8996665 1.0911462
#> [2,] 1.1325335 0.8469757 1.1325335 0.8469757 1.1325335 0.8469757 1.1325335
#> [3,] 0.4926788 1.3256197 0.4926788 1.3256197 0.4926788 1.3256197 0.4926788
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]    [,252]
#> [1,] 0.8996665 1.0911462 0.8996665 1.0911462 1.0911462 1.0911462 0.8996665
#> [2,] 0.8469757 1.1325335 0.8469757 1.1325335 1.1325335 1.1325335 0.8469757
#> [3,] 1.3256197 0.4926788 1.3256197 0.4926788 0.4926788 0.4926788 1.3256197
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 1.0911462 1.0911462 0.8996665 0.8996665 0.8996665 0.8996665 1.0911462
#> [2,] 1.1325335 1.1325335 0.8469757 0.8469757 0.8469757 0.8469757 1.1325335
#> [3,] 0.4926788 0.4926788 1.3256197 1.3256197 1.3256197 1.3256197 0.4926788
#>         [,260]    [,261]    [,262]    [,263]    [,264]    [,265]    [,266]
#> [1,] 1.0911462 1.0911462 0.8996665 1.0911462 0.8996665 1.0911462 1.0911462
#> [2,] 1.1325335 1.1325335 0.8469757 1.1325335 0.8469757 1.1325335 1.1325335
#> [3,] 0.4926788 0.4926788 1.3256197 0.4926788 1.3256197 0.4926788 0.4926788
#>         [,267]    [,268]    [,269]    [,270]    [,271]    [,272]    [,273]
#> [1,] 0.8996665 1.0911462 1.0911462 0.8996665 1.0911462 0.8996665 1.0911462
#> [2,] 0.8469757 1.1325335 1.1325335 0.8469757 1.1325335 0.8469757 1.1325335
#> [3,] 1.3256197 0.4926788 0.4926788 1.3256197 0.4926788 1.3256197 0.4926788
#>         [,274]    [,275]    [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 0.8996665 1.0911462 1.0911462 0.8996665 1.0911462 1.0911462 1.0911462
#> [2,] 0.8469757 1.1325335 1.1325335 0.8469757 1.1325335 1.1325335 1.1325335
#> [3,] 1.3256197 0.4926788 0.4926788 1.3256197 0.4926788 0.4926788 0.4926788
#>         [,281]    [,282]    [,283]    [,284]    [,285]    [,286]    [,287]
#> [1,] 0.8996665 1.0911462 1.0911462 0.8996665 0.8996665 0.8996665 0.8996665
#> [2,] 0.8469757 1.1325335 1.1325335 0.8469757 0.8469757 0.8469757 0.8469757
#> [3,] 1.3256197 0.4926788 0.4926788 1.3256197 1.3256197 1.3256197 1.3256197
#>         [,288]    [,289]    [,290]    [,291]    [,292]    [,293]    [,294]
#> [1,] 1.0911462 0.8996665 0.8996665 1.0911462 0.8996665 1.0911462 0.8996665
#> [2,] 1.1325335 0.8469757 0.8469757 1.1325335 0.8469757 1.1325335 0.8469757
#> [3,] 0.4926788 1.3256197 1.3256197 0.4926788 1.3256197 0.4926788 1.3256197
#>         [,295]    [,296]    [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 0.8996665 0.8996665 0.8996665 0.8996665 0.8996665 0.8996665 1.0911462
#> [2,] 0.8469757 0.8469757 0.8469757 0.8469757 0.8469757 0.8469757 1.1325335
#> [3,] 1.3256197 1.3256197 1.3256197 1.3256197 1.3256197 1.3256197 0.4926788
#>         [,302]    [,303]    [,304]    [,305]
#> [1,] 0.8996665 0.8996665 1.0911462 1.0911462
#> [2,] 0.8469757 0.8469757 1.1325335 1.1325335
#> [3,] 1.3256197 1.3256197 0.4926788 0.4926788
#> 
#> , , 4
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 0.9690038 0.9690038 1.0300639 0.9690038 0.9690038 0.9690038 1.0300639
#> [2,] 0.7638711 0.7638711 1.1901684 0.7638711 0.7638711 0.7638711 1.1901684
#> [3,] 1.3165488 1.3165488 0.5164293 1.3165488 1.3165488 1.3165488 0.5164293
#>           [,8]      [,9]     [,10]     [,11]     [,12]     [,13]     [,14]
#> [1,] 1.0300639 0.9690038 1.0300639 1.0300639 1.0300639 1.0300639 1.0300639
#> [2,] 1.1901684 0.7638711 1.1901684 1.1901684 1.1901684 1.1901684 1.1901684
#> [3,] 0.5164293 1.3165488 0.5164293 0.5164293 0.5164293 0.5164293 0.5164293
#>          [,15]     [,16]     [,17]     [,18]     [,19]     [,20]     [,21]
#> [1,] 0.9690038 1.0300639 0.9690038 1.0300639 0.9690038 0.9690038 1.0300639
#> [2,] 0.7638711 1.1901684 0.7638711 1.1901684 0.7638711 0.7638711 1.1901684
#> [3,] 1.3165488 0.5164293 1.3165488 0.5164293 1.3165488 1.3165488 0.5164293
#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 1.0300639 0.9690038 0.9690038 1.0300639 0.9690038 0.9690038 1.0300639
#> [2,] 1.1901684 0.7638711 0.7638711 1.1901684 0.7638711 0.7638711 1.1901684
#> [3,] 0.5164293 1.3165488 1.3165488 0.5164293 1.3165488 1.3165488 0.5164293
#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 1.0300639 0.9690038 1.0300639 0.9690038 1.0300639 1.0300639 1.0300639
#> [2,] 1.1901684 0.7638711 1.1901684 0.7638711 1.1901684 1.1901684 1.1901684
#> [3,] 0.5164293 1.3165488 0.5164293 1.3165488 0.5164293 0.5164293 0.5164293
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 0.9690038 1.0300639 0.9690038 0.9690038 0.9690038 1.0300639 0.9690038
#> [2,] 0.7638711 1.1901684 0.7638711 0.7638711 0.7638711 1.1901684 0.7638711
#> [3,] 1.3165488 0.5164293 1.3165488 1.3165488 1.3165488 0.5164293 1.3165488
#>          [,43]     [,44]     [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 1.0300639 0.9690038 0.9690038 1.0300639 0.9690038 0.9690038 1.0300639
#> [2,] 1.1901684 0.7638711 0.7638711 1.1901684 0.7638711 0.7638711 1.1901684
#> [3,] 0.5164293 1.3165488 1.3165488 0.5164293 1.3165488 1.3165488 0.5164293
#>          [,50]     [,51]     [,52]     [,53]     [,54]     [,55]     [,56]
#> [1,] 1.0300639 0.9690038 1.0300639 1.0300639 1.0300639 0.9690038 0.9690038
#> [2,] 1.1901684 0.7638711 1.1901684 1.1901684 1.1901684 0.7638711 0.7638711
#> [3,] 0.5164293 1.3165488 0.5164293 0.5164293 0.5164293 1.3165488 1.3165488
#>          [,57]     [,58]     [,59]     [,60]     [,61]     [,62]     [,63]
#> [1,] 1.0300639 1.0300639 0.9690038 0.9690038 0.9690038 0.9690038 0.9690038
#> [2,] 1.1901684 1.1901684 0.7638711 0.7638711 0.7638711 0.7638711 0.7638711
#> [3,] 0.5164293 0.5164293 1.3165488 1.3165488 1.3165488 1.3165488 1.3165488
#>          [,64]     [,65]     [,66]     [,67]     [,68]     [,69]     [,70]
#> [1,] 0.9690038 0.9690038 0.9690038 1.0300639 1.0300639 0.9690038 0.9690038
#> [2,] 0.7638711 0.7638711 0.7638711 1.1901684 1.1901684 0.7638711 0.7638711
#> [3,] 1.3165488 1.3165488 1.3165488 0.5164293 0.5164293 1.3165488 1.3165488
#>          [,71]     [,72]     [,73]     [,74]     [,75]     [,76]     [,77]
#> [1,] 0.9690038 0.9690038 0.9690038 0.9690038 0.9690038 1.0300639 0.9690038
#> [2,] 0.7638711 0.7638711 0.7638711 0.7638711 0.7638711 1.1901684 0.7638711
#> [3,] 1.3165488 1.3165488 1.3165488 1.3165488 1.3165488 0.5164293 1.3165488
#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
#> [1,] 1.0300639 1.0300639 1.0300639 0.9690038 0.9690038 0.9690038 1.0300639
#> [2,] 1.1901684 1.1901684 1.1901684 0.7638711 0.7638711 0.7638711 1.1901684
#> [3,] 0.5164293 0.5164293 0.5164293 1.3165488 1.3165488 1.3165488 0.5164293
#>          [,85]     [,86]     [,87]     [,88]     [,89]     [,90]     [,91]
#> [1,] 1.0300639 0.9690038 0.9690038 0.9690038 1.0300639 0.9690038 0.9690038
#> [2,] 1.1901684 0.7638711 0.7638711 0.7638711 1.1901684 0.7638711 0.7638711
#> [3,] 0.5164293 1.3165488 1.3165488 1.3165488 0.5164293 1.3165488 1.3165488
#>          [,92]     [,93]     [,94]     [,95]     [,96]     [,97]     [,98]
#> [1,] 0.9690038 1.0300639 1.0300639 0.9690038 0.9690038 1.0300639 1.0300639
#> [2,] 0.7638711 1.1901684 1.1901684 0.7638711 0.7638711 1.1901684 1.1901684
#> [3,] 1.3165488 0.5164293 0.5164293 1.3165488 1.3165488 0.5164293 0.5164293
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 0.9690038 1.0300639 1.0300639 0.9690038 1.0300639 0.9690038 1.0300639
#> [2,] 0.7638711 1.1901684 1.1901684 0.7638711 1.1901684 0.7638711 1.1901684
#> [3,] 1.3165488 0.5164293 0.5164293 1.3165488 0.5164293 1.3165488 0.5164293
#>         [,106]    [,107]    [,108]    [,109]    [,110]    [,111]    [,112]
#> [1,] 0.9690038 0.9690038 1.0300639 0.9690038 0.9690038 1.0300639 0.9690038
#> [2,] 0.7638711 0.7638711 1.1901684 0.7638711 0.7638711 1.1901684 0.7638711
#> [3,] 1.3165488 1.3165488 0.5164293 1.3165488 1.3165488 0.5164293 1.3165488
#>         [,113]    [,114]    [,115]    [,116]    [,117]    [,118]    [,119]
#> [1,] 1.0300639 1.0300639 0.9690038 1.0300639 0.9690038 0.9690038 0.9690038
#> [2,] 1.1901684 1.1901684 0.7638711 1.1901684 0.7638711 0.7638711 0.7638711
#> [3,] 0.5164293 0.5164293 1.3165488 0.5164293 1.3165488 1.3165488 1.3165488
#>         [,120]    [,121]    [,122]    [,123]    [,124]    [,125]    [,126]
#> [1,] 1.0300639 0.9690038 0.9690038 0.9690038 0.9690038 0.9690038 0.9690038
#> [2,] 1.1901684 0.7638711 0.7638711 0.7638711 0.7638711 0.7638711 0.7638711
#> [3,] 0.5164293 1.3165488 1.3165488 1.3165488 1.3165488 1.3165488 1.3165488
#>         [,127]    [,128]    [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 1.0300639 0.9690038 0.9690038 1.0300639 1.0300639 0.9690038 0.9690038
#> [2,] 1.1901684 0.7638711 0.7638711 1.1901684 1.1901684 0.7638711 0.7638711
#> [3,] 0.5164293 1.3165488 1.3165488 0.5164293 0.5164293 1.3165488 1.3165488
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 1.0300639 1.0300639 0.9690038 1.0300639 1.0300639 0.9690038 0.9690038
#> [2,] 1.1901684 1.1901684 0.7638711 1.1901684 1.1901684 0.7638711 0.7638711
#> [3,] 0.5164293 0.5164293 1.3165488 0.5164293 0.5164293 1.3165488 1.3165488
#>         [,141]    [,142]    [,143]    [,144]    [,145]    [,146]    [,147]
#> [1,] 0.9690038 0.9690038 1.0300639 1.0300639 1.0300639 0.9690038 1.0300639
#> [2,] 0.7638711 0.7638711 1.1901684 1.1901684 1.1901684 0.7638711 1.1901684
#> [3,] 1.3165488 1.3165488 0.5164293 0.5164293 0.5164293 1.3165488 0.5164293
#>         [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 1.0300639 0.9690038 1.0300639 0.9690038 1.0300639 1.0300639 1.0300639
#> [2,] 1.1901684 0.7638711 1.1901684 0.7638711 1.1901684 1.1901684 1.1901684
#> [3,] 0.5164293 1.3165488 0.5164293 1.3165488 0.5164293 0.5164293 0.5164293
#>         [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 0.9690038 1.0300639 0.9690038 0.9690038 1.0300639 1.0300639 0.9690038
#> [2,] 0.7638711 1.1901684 0.7638711 0.7638711 1.1901684 1.1901684 0.7638711
#> [3,] 1.3165488 0.5164293 1.3165488 1.3165488 0.5164293 0.5164293 1.3165488
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 1.0300639 1.0300639 0.9690038 0.9690038 1.0300639 1.0300639 0.9690038
#> [2,] 1.1901684 1.1901684 0.7638711 0.7638711 1.1901684 1.1901684 0.7638711
#> [3,] 0.5164293 0.5164293 1.3165488 1.3165488 0.5164293 0.5164293 1.3165488
#>         [,169]    [,170]    [,171]    [,172]    [,173]    [,174]    [,175]
#> [1,] 0.9690038 0.9690038 0.9690038 1.0300639 0.9690038 1.0300639 0.9690038
#> [2,] 0.7638711 0.7638711 0.7638711 1.1901684 0.7638711 1.1901684 0.7638711
#> [3,] 1.3165488 1.3165488 1.3165488 0.5164293 1.3165488 0.5164293 1.3165488
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
#> [1,] 0.9690038 0.9690038 1.0300639 0.9690038 1.0300639 1.0300639 0.9690038
#> [2,] 0.7638711 0.7638711 1.1901684 0.7638711 1.1901684 1.1901684 0.7638711
#> [3,] 1.3165488 1.3165488 0.5164293 1.3165488 0.5164293 0.5164293 1.3165488
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 0.9690038 0.9690038 1.0300639 1.0300639 1.0300639 1.0300639 1.0300639
#> [2,] 0.7638711 0.7638711 1.1901684 1.1901684 1.1901684 1.1901684 1.1901684
#> [3,] 1.3165488 1.3165488 0.5164293 0.5164293 0.5164293 0.5164293 0.5164293
#>         [,190]    [,191]    [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 1.0300639 1.0300639 1.0300639 0.9690038 0.9690038 1.0300639 0.9690038
#> [2,] 1.1901684 1.1901684 1.1901684 0.7638711 0.7638711 1.1901684 0.7638711
#> [3,] 0.5164293 0.5164293 0.5164293 1.3165488 1.3165488 0.5164293 1.3165488
#>         [,197]    [,198]    [,199]    [,200]    [,201]    [,202]    [,203]
#> [1,] 0.9690038 0.9690038 1.0300639 1.0300639 0.9690038 0.9690038 1.0300639
#> [2,] 0.7638711 0.7638711 1.1901684 1.1901684 0.7638711 0.7638711 1.1901684
#> [3,] 1.3165488 1.3165488 0.5164293 0.5164293 1.3165488 1.3165488 0.5164293
#>         [,204]    [,205]    [,206]    [,207]    [,208]    [,209]    [,210]
#> [1,] 0.9690038 1.0300639 1.0300639 1.0300639 0.9690038 0.9690038 0.9690038
#> [2,] 0.7638711 1.1901684 1.1901684 1.1901684 0.7638711 0.7638711 0.7638711
#> [3,] 1.3165488 0.5164293 0.5164293 0.5164293 1.3165488 1.3165488 1.3165488
#>         [,211]    [,212]    [,213]    [,214]    [,215]    [,216]    [,217]
#> [1,] 0.9690038 1.0300639 0.9690038 0.9690038 0.9690038 0.9690038 1.0300639
#> [2,] 0.7638711 1.1901684 0.7638711 0.7638711 0.7638711 0.7638711 1.1901684
#> [3,] 1.3165488 0.5164293 1.3165488 1.3165488 1.3165488 1.3165488 0.5164293
#>         [,218]    [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 1.0300639 0.9690038 1.0300639 1.0300639 0.9690038 0.9690038 1.0300639
#> [2,] 1.1901684 0.7638711 1.1901684 1.1901684 0.7638711 0.7638711 1.1901684
#> [3,] 0.5164293 1.3165488 0.5164293 0.5164293 1.3165488 1.3165488 0.5164293
#>         [,225]    [,226]    [,227]    [,228]    [,229]    [,230]    [,231]
#> [1,] 1.0300639 1.0300639 0.9690038 1.0300639 0.9690038 1.0300639 0.9690038
#> [2,] 1.1901684 1.1901684 0.7638711 1.1901684 0.7638711 1.1901684 0.7638711
#> [3,] 0.5164293 0.5164293 1.3165488 0.5164293 1.3165488 0.5164293 1.3165488
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 1.0300639 1.0300639 1.0300639 0.9690038 1.0300639 1.0300639 0.9690038
#> [2,] 1.1901684 1.1901684 1.1901684 0.7638711 1.1901684 1.1901684 0.7638711
#> [3,] 0.5164293 0.5164293 0.5164293 1.3165488 0.5164293 0.5164293 1.3165488
#>         [,239]    [,240]    [,241]    [,242]    [,243]    [,244]    [,245]
#> [1,] 1.0300639 0.9690038 1.0300639 0.9690038 0.9690038 0.9690038 0.9690038
#> [2,] 1.1901684 0.7638711 1.1901684 0.7638711 0.7638711 0.7638711 0.7638711
#> [3,] 0.5164293 1.3165488 0.5164293 1.3165488 1.3165488 1.3165488 1.3165488
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]    [,252]
#> [1,] 0.9690038 0.9690038 1.0300639 1.0300639 1.0300639 0.9690038 1.0300639
#> [2,] 0.7638711 0.7638711 1.1901684 1.1901684 1.1901684 0.7638711 1.1901684
#> [3,] 1.3165488 1.3165488 0.5164293 0.5164293 0.5164293 1.3165488 0.5164293
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 0.9690038 0.9690038 0.9690038 1.0300639 1.0300639 1.0300639 1.0300639
#> [2,] 0.7638711 0.7638711 0.7638711 1.1901684 1.1901684 1.1901684 1.1901684
#> [3,] 1.3165488 1.3165488 1.3165488 0.5164293 0.5164293 0.5164293 0.5164293
#>         [,260]    [,261]    [,262]    [,263]    [,264]    [,265]    [,266]
#> [1,] 0.9690038 0.9690038 0.9690038 1.0300639 0.9690038 1.0300639 1.0300639
#> [2,] 0.7638711 0.7638711 0.7638711 1.1901684 0.7638711 1.1901684 1.1901684
#> [3,] 1.3165488 1.3165488 1.3165488 0.5164293 1.3165488 0.5164293 0.5164293
#>         [,267]    [,268]    [,269]    [,270]    [,271]    [,272]    [,273]
#> [1,] 1.0300639 1.0300639 0.9690038 1.0300639 1.0300639 0.9690038 1.0300639
#> [2,] 1.1901684 1.1901684 0.7638711 1.1901684 1.1901684 0.7638711 1.1901684
#> [3,] 0.5164293 0.5164293 1.3165488 0.5164293 0.5164293 1.3165488 0.5164293
#>         [,274]    [,275]    [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 0.9690038 0.9690038 1.0300639 1.0300639 1.0300639 1.0300639 0.9690038
#> [2,] 0.7638711 0.7638711 1.1901684 1.1901684 1.1901684 1.1901684 0.7638711
#> [3,] 1.3165488 1.3165488 0.5164293 0.5164293 0.5164293 0.5164293 1.3165488
#>         [,281]    [,282]    [,283]    [,284]    [,285]    [,286]    [,287]
#> [1,] 1.0300639 0.9690038 0.9690038 0.9690038 0.9690038 1.0300639 0.9690038
#> [2,] 1.1901684 0.7638711 0.7638711 0.7638711 0.7638711 1.1901684 0.7638711
#> [3,] 0.5164293 1.3165488 1.3165488 1.3165488 1.3165488 0.5164293 1.3165488
#>         [,288]    [,289]    [,290]    [,291]    [,292]    [,293]    [,294]
#> [1,] 0.9690038 0.9690038 0.9690038 0.9690038 1.0300639 0.9690038 1.0300639
#> [2,] 0.7638711 0.7638711 0.7638711 0.7638711 1.1901684 0.7638711 1.1901684
#> [3,] 1.3165488 1.3165488 1.3165488 1.3165488 0.5164293 1.3165488 0.5164293
#>         [,295]    [,296]    [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 0.9690038 0.9690038 1.0300639 1.0300639 1.0300639 0.9690038 1.0300639
#> [2,] 0.7638711 0.7638711 1.1901684 1.1901684 1.1901684 0.7638711 1.1901684
#> [3,] 1.3165488 1.3165488 0.5164293 0.5164293 0.5164293 1.3165488 0.5164293
#>         [,302]    [,303]    [,304]    [,305]
#> [1,] 1.0300639 0.9690038 0.9690038 1.0300639
#> [2,] 1.1901684 0.7638711 0.7638711 1.1901684
#> [3,] 0.5164293 1.3165488 1.3165488 0.5164293
#> 
#> , , 5
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 1.0143560 0.9854349 0.9854349 1.0143560 0.9854349 1.0143560 1.0143560
#> [2,] 0.7045697 1.2262061 1.2262061 0.7045697 1.2262061 0.7045697 0.7045697
#> [3,] 1.3447035 0.4379183 0.4379183 1.3447035 0.4379183 1.3447035 1.3447035
#>           [,8]      [,9]     [,10]     [,11]     [,12]     [,13]     [,14]
#> [1,] 0.9854349 0.9854349 0.9854349 0.9854349 0.9854349 0.9854349 0.9854349
#> [2,] 1.2262061 1.2262061 1.2262061 1.2262061 1.2262061 1.2262061 1.2262061
#> [3,] 0.4379183 0.4379183 0.4379183 0.4379183 0.4379183 0.4379183 0.4379183
#>          [,15]     [,16]     [,17]     [,18]     [,19]     [,20]     [,21]
#> [1,] 0.9854349 1.0143560 0.9854349 1.0143560 1.0143560 1.0143560 0.9854349
#> [2,] 1.2262061 0.7045697 1.2262061 0.7045697 0.7045697 0.7045697 1.2262061
#> [3,] 0.4379183 1.3447035 0.4379183 1.3447035 1.3447035 1.3447035 0.4379183
#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 0.9854349 0.9854349 1.0143560 0.9854349 1.0143560 1.0143560 0.9854349
#> [2,] 1.2262061 1.2262061 0.7045697 1.2262061 0.7045697 0.7045697 1.2262061
#> [3,] 0.4379183 0.4379183 1.3447035 0.4379183 1.3447035 1.3447035 0.4379183
#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 1.0143560 1.0143560 0.9854349 1.0143560 0.9854349 0.9854349 1.0143560
#> [2,] 0.7045697 0.7045697 1.2262061 0.7045697 1.2262061 1.2262061 0.7045697
#> [3,] 1.3447035 1.3447035 0.4379183 1.3447035 0.4379183 0.4379183 1.3447035
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 0.9854349 0.9854349 1.0143560 1.0143560 1.0143560 1.0143560 1.0143560
#> [2,] 1.2262061 1.2262061 0.7045697 0.7045697 0.7045697 0.7045697 0.7045697
#> [3,] 0.4379183 0.4379183 1.3447035 1.3447035 1.3447035 1.3447035 1.3447035
#>          [,43]     [,44]     [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 1.0143560 1.0143560 0.9854349 1.0143560 0.9854349 0.9854349 0.9854349
#> [2,] 0.7045697 0.7045697 1.2262061 0.7045697 1.2262061 1.2262061 1.2262061
#> [3,] 1.3447035 1.3447035 0.4379183 1.3447035 0.4379183 0.4379183 0.4379183
#>          [,50]     [,51]     [,52]     [,53]     [,54]     [,55]     [,56]
#> [1,] 0.9854349 0.9854349 0.9854349 1.0143560 1.0143560 1.0143560 0.9854349
#> [2,] 1.2262061 1.2262061 1.2262061 0.7045697 0.7045697 0.7045697 1.2262061
#> [3,] 0.4379183 0.4379183 0.4379183 1.3447035 1.3447035 1.3447035 0.4379183
#>          [,57]     [,58]     [,59]     [,60]     [,61]     [,62]     [,63]
#> [1,] 0.9854349 0.9854349 1.0143560 0.9854349 1.0143560 1.0143560 1.0143560
#> [2,] 1.2262061 1.2262061 0.7045697 1.2262061 0.7045697 0.7045697 0.7045697
#> [3,] 0.4379183 0.4379183 1.3447035 0.4379183 1.3447035 1.3447035 1.3447035
#>          [,64]     [,65]     [,66]     [,67]     [,68]     [,69]     [,70]
#> [1,] 1.0143560 1.0143560 1.0143560 1.0143560 0.9854349 1.0143560 1.0143560
#> [2,] 0.7045697 0.7045697 0.7045697 0.7045697 1.2262061 0.7045697 0.7045697
#> [3,] 1.3447035 1.3447035 1.3447035 1.3447035 0.4379183 1.3447035 1.3447035
#>          [,71]     [,72]     [,73]     [,74]     [,75]     [,76]     [,77]
#> [1,] 1.0143560 1.0143560 0.9854349 0.9854349 0.9854349 0.9854349 1.0143560
#> [2,] 0.7045697 0.7045697 1.2262061 1.2262061 1.2262061 1.2262061 0.7045697
#> [3,] 1.3447035 1.3447035 0.4379183 0.4379183 0.4379183 0.4379183 1.3447035
#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
#> [1,] 0.9854349 0.9854349 0.9854349 1.0143560 1.0143560 1.0143560 0.9854349
#> [2,] 1.2262061 1.2262061 1.2262061 0.7045697 0.7045697 0.7045697 1.2262061
#> [3,] 0.4379183 0.4379183 0.4379183 1.3447035 1.3447035 1.3447035 0.4379183
#>          [,85]     [,86]     [,87]     [,88]     [,89]     [,90]     [,91]
#> [1,] 0.9854349 1.0143560 1.0143560 0.9854349 0.9854349 1.0143560 1.0143560
#> [2,] 1.2262061 0.7045697 0.7045697 1.2262061 1.2262061 0.7045697 0.7045697
#> [3,] 0.4379183 1.3447035 1.3447035 0.4379183 0.4379183 1.3447035 1.3447035
#>          [,92]     [,93]     [,94]     [,95]     [,96]     [,97]     [,98]
#> [1,] 1.0143560 1.0143560 0.9854349 0.9854349 1.0143560 1.0143560 0.9854349
#> [2,] 0.7045697 0.7045697 1.2262061 1.2262061 0.7045697 0.7045697 1.2262061
#> [3,] 1.3447035 1.3447035 0.4379183 0.4379183 1.3447035 1.3447035 0.4379183
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 0.9854349 0.9854349 0.9854349 0.9854349 1.0143560 1.0143560 1.0143560
#> [2,] 1.2262061 1.2262061 1.2262061 1.2262061 0.7045697 0.7045697 0.7045697
#> [3,] 0.4379183 0.4379183 0.4379183 0.4379183 1.3447035 1.3447035 1.3447035
#>         [,106]    [,107]    [,108]    [,109]    [,110]    [,111]    [,112]
#> [1,] 1.0143560 1.0143560 0.9854349 1.0143560 1.0143560 0.9854349 1.0143560
#> [2,] 0.7045697 0.7045697 1.2262061 0.7045697 0.7045697 1.2262061 0.7045697
#> [3,] 1.3447035 1.3447035 0.4379183 1.3447035 1.3447035 0.4379183 1.3447035
#>         [,113]    [,114]    [,115]    [,116]    [,117]    [,118]    [,119]
#> [1,] 0.9854349 0.9854349 0.9854349 0.9854349 0.9854349 1.0143560 1.0143560
#> [2,] 1.2262061 1.2262061 1.2262061 1.2262061 1.2262061 0.7045697 0.7045697
#> [3,] 0.4379183 0.4379183 0.4379183 0.4379183 0.4379183 1.3447035 1.3447035
#>         [,120]    [,121]    [,122]    [,123]    [,124]    [,125]    [,126]
#> [1,] 1.0143560 1.0143560 0.9854349 1.0143560 1.0143560 0.9854349 0.9854349
#> [2,] 0.7045697 0.7045697 1.2262061 0.7045697 0.7045697 1.2262061 1.2262061
#> [3,] 1.3447035 1.3447035 0.4379183 1.3447035 1.3447035 0.4379183 0.4379183
#>         [,127]    [,128]    [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 0.9854349 1.0143560 1.0143560 1.0143560 0.9854349 1.0143560 1.0143560
#> [2,] 1.2262061 0.7045697 0.7045697 0.7045697 1.2262061 0.7045697 0.7045697
#> [3,] 0.4379183 1.3447035 1.3447035 1.3447035 0.4379183 1.3447035 1.3447035
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 1.0143560 1.0143560 1.0143560 0.9854349 1.0143560 1.0143560 1.0143560
#> [2,] 0.7045697 0.7045697 0.7045697 1.2262061 0.7045697 0.7045697 0.7045697
#> [3,] 1.3447035 1.3447035 1.3447035 0.4379183 1.3447035 1.3447035 1.3447035
#>         [,141]    [,142]    [,143]    [,144]    [,145]    [,146]    [,147]
#> [1,] 1.0143560 1.0143560 0.9854349 0.9854349 0.9854349 1.0143560 0.9854349
#> [2,] 0.7045697 0.7045697 1.2262061 1.2262061 1.2262061 0.7045697 1.2262061
#> [3,] 1.3447035 1.3447035 0.4379183 0.4379183 0.4379183 1.3447035 0.4379183
#>         [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 1.0143560 1.0143560 0.9854349 1.0143560 1.0143560 0.9854349 0.9854349
#> [2,] 0.7045697 0.7045697 1.2262061 0.7045697 0.7045697 1.2262061 1.2262061
#> [3,] 1.3447035 1.3447035 0.4379183 1.3447035 1.3447035 0.4379183 0.4379183
#>         [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 0.9854349 1.0143560 1.0143560 0.9854349 0.9854349 1.0143560 1.0143560
#> [2,] 1.2262061 0.7045697 0.7045697 1.2262061 1.2262061 0.7045697 0.7045697
#> [3,] 0.4379183 1.3447035 1.3447035 0.4379183 0.4379183 1.3447035 1.3447035
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 1.0143560 0.9854349 0.9854349 0.9854349 0.9854349 1.0143560 1.0143560
#> [2,] 0.7045697 1.2262061 1.2262061 1.2262061 1.2262061 0.7045697 0.7045697
#> [3,] 1.3447035 0.4379183 0.4379183 0.4379183 0.4379183 1.3447035 1.3447035
#>         [,169]    [,170]    [,171]    [,172]    [,173]    [,174]    [,175]
#> [1,] 1.0143560 1.0143560 1.0143560 1.0143560 0.9854349 0.9854349 1.0143560
#> [2,] 0.7045697 0.7045697 0.7045697 0.7045697 1.2262061 1.2262061 0.7045697
#> [3,] 1.3447035 1.3447035 1.3447035 1.3447035 0.4379183 0.4379183 1.3447035
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
#> [1,] 1.0143560 1.0143560 0.9854349 1.0143560 0.9854349 1.0143560 1.0143560
#> [2,] 0.7045697 0.7045697 1.2262061 0.7045697 1.2262061 0.7045697 0.7045697
#> [3,] 1.3447035 1.3447035 0.4379183 1.3447035 0.4379183 1.3447035 1.3447035
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 0.9854349 0.9854349 0.9854349 0.9854349 0.9854349 0.9854349 1.0143560
#> [2,] 1.2262061 1.2262061 1.2262061 1.2262061 1.2262061 1.2262061 0.7045697
#> [3,] 0.4379183 0.4379183 0.4379183 0.4379183 0.4379183 0.4379183 1.3447035
#>         [,190]    [,191]    [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 1.0143560 0.9854349 0.9854349 0.9854349 0.9854349 1.0143560 0.9854349
#> [2,] 0.7045697 1.2262061 1.2262061 1.2262061 1.2262061 0.7045697 1.2262061
#> [3,] 1.3447035 0.4379183 0.4379183 0.4379183 0.4379183 1.3447035 0.4379183
#>         [,197]    [,198]    [,199]    [,200]    [,201]    [,202]    [,203]
#> [1,] 0.9854349 0.9854349 0.9854349 0.9854349 1.0143560 0.9854349 0.9854349
#> [2,] 1.2262061 1.2262061 1.2262061 1.2262061 0.7045697 1.2262061 1.2262061
#> [3,] 0.4379183 0.4379183 0.4379183 0.4379183 1.3447035 0.4379183 0.4379183
#>         [,204]    [,205]    [,206]    [,207]    [,208]    [,209]    [,210]
#> [1,] 1.0143560 0.9854349 0.9854349 1.0143560 1.0143560 1.0143560 0.9854349
#> [2,] 0.7045697 1.2262061 1.2262061 0.7045697 0.7045697 0.7045697 1.2262061
#> [3,] 1.3447035 0.4379183 0.4379183 1.3447035 1.3447035 1.3447035 0.4379183
#>         [,211]    [,212]    [,213]    [,214]    [,215]    [,216]    [,217]
#> [1,] 0.9854349 1.0143560 0.9854349 1.0143560 1.0143560 1.0143560 0.9854349
#> [2,] 1.2262061 0.7045697 1.2262061 0.7045697 0.7045697 0.7045697 1.2262061
#> [3,] 0.4379183 1.3447035 0.4379183 1.3447035 1.3447035 1.3447035 0.4379183
#>         [,218]    [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 1.0143560 0.9854349 0.9854349 1.0143560 1.0143560 1.0143560 0.9854349
#> [2,] 0.7045697 1.2262061 1.2262061 0.7045697 0.7045697 0.7045697 1.2262061
#> [3,] 1.3447035 0.4379183 0.4379183 1.3447035 1.3447035 1.3447035 0.4379183
#>         [,225]    [,226]    [,227]    [,228]    [,229]    [,230]    [,231]
#> [1,] 0.9854349 1.0143560 1.0143560 1.0143560 0.9854349 1.0143560 0.9854349
#> [2,] 1.2262061 0.7045697 0.7045697 0.7045697 1.2262061 0.7045697 1.2262061
#> [3,] 0.4379183 1.3447035 1.3447035 1.3447035 0.4379183 1.3447035 0.4379183
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 0.9854349 0.9854349 0.9854349 0.9854349 1.0143560 0.9854349 1.0143560
#> [2,] 1.2262061 1.2262061 1.2262061 1.2262061 0.7045697 1.2262061 0.7045697
#> [3,] 0.4379183 0.4379183 0.4379183 0.4379183 1.3447035 0.4379183 1.3447035
#>         [,239]    [,240]    [,241]    [,242]    [,243]    [,244]    [,245]
#> [1,] 0.9854349 0.9854349 0.9854349 0.9854349 1.0143560 1.0143560 0.9854349
#> [2,] 1.2262061 1.2262061 1.2262061 1.2262061 0.7045697 0.7045697 1.2262061
#> [3,] 0.4379183 0.4379183 0.4379183 0.4379183 1.3447035 1.3447035 0.4379183
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]    [,252]
#> [1,] 0.9854349 0.9854349 1.0143560 0.9854349 1.0143560 0.9854349 0.9854349
#> [2,] 1.2262061 1.2262061 0.7045697 1.2262061 0.7045697 1.2262061 1.2262061
#> [3,] 0.4379183 0.4379183 1.3447035 0.4379183 1.3447035 0.4379183 0.4379183
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 1.0143560 0.9854349 1.0143560 0.9854349 1.0143560 1.0143560 1.0143560
#> [2,] 0.7045697 1.2262061 0.7045697 1.2262061 0.7045697 0.7045697 0.7045697
#> [3,] 1.3447035 0.4379183 1.3447035 0.4379183 1.3447035 1.3447035 1.3447035
#>         [,260]    [,261]    [,262]    [,263]    [,264]    [,265]    [,266]
#> [1,] 1.0143560 1.0143560 1.0143560 1.0143560 1.0143560 1.0143560 0.9854349
#> [2,] 0.7045697 0.7045697 0.7045697 0.7045697 0.7045697 0.7045697 1.2262061
#> [3,] 1.3447035 1.3447035 1.3447035 1.3447035 1.3447035 1.3447035 0.4379183
#>         [,267]    [,268]    [,269]    [,270]    [,271]    [,272]    [,273]
#> [1,] 1.0143560 0.9854349 1.0143560 0.9854349 1.0143560 0.9854349 0.9854349
#> [2,] 0.7045697 1.2262061 0.7045697 1.2262061 0.7045697 1.2262061 1.2262061
#> [3,] 1.3447035 0.4379183 1.3447035 0.4379183 1.3447035 0.4379183 0.4379183
#>         [,274]    [,275]    [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 1.0143560 1.0143560 1.0143560 1.0143560 1.0143560 0.9854349 0.9854349
#> [2,] 0.7045697 0.7045697 0.7045697 0.7045697 0.7045697 1.2262061 1.2262061
#> [3,] 1.3447035 1.3447035 1.3447035 1.3447035 1.3447035 0.4379183 0.4379183
#>         [,281]    [,282]    [,283]    [,284]    [,285]    [,286]    [,287]
#> [1,] 1.0143560 0.9854349 1.0143560 0.9854349 0.9854349 1.0143560 1.0143560
#> [2,] 0.7045697 1.2262061 0.7045697 1.2262061 1.2262061 0.7045697 0.7045697
#> [3,] 1.3447035 0.4379183 1.3447035 0.4379183 0.4379183 1.3447035 1.3447035
#>         [,288]    [,289]    [,290]    [,291]    [,292]    [,293]    [,294]
#> [1,] 1.0143560 1.0143560 1.0143560 0.9854349 1.0143560 0.9854349 1.0143560
#> [2,] 0.7045697 0.7045697 0.7045697 1.2262061 0.7045697 1.2262061 0.7045697
#> [3,] 1.3447035 1.3447035 1.3447035 0.4379183 1.3447035 0.4379183 1.3447035
#>         [,295]    [,296]    [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 1.0143560 1.0143560 0.9854349 0.9854349 0.9854349 1.0143560 0.9854349
#> [2,] 0.7045697 0.7045697 1.2262061 1.2262061 1.2262061 0.7045697 1.2262061
#> [3,] 1.3447035 1.3447035 0.4379183 0.4379183 0.4379183 1.3447035 0.4379183
#>         [,302]    [,303]    [,304]    [,305]
#> [1,] 0.9854349 0.9854349 1.0143560 0.9854349
#> [2,] 1.2262061 1.2262061 0.7045697 1.2262061
#> [3,] 0.4379183 0.4379183 1.3447035 0.4379183
#> 
#> , , 6
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 0.9925040 0.9925040 0.9925040 0.9925040 1.0074402 0.9925040 0.9925040
#> [2,] 0.7567315 0.7567315 0.7567315 0.7567315 1.1947207 0.7567315 0.7567315
#> [3,] 1.3583091 1.3583091 1.3583091 1.3583091 0.3936956 1.3583091 1.3583091
#>           [,8]      [,9]     [,10]     [,11]     [,12]     [,13]     [,14]
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#> 
#> , , 7
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#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
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#>         [,302]    [,303]    [,304]    [,305]
#> [1,] 0.9885947 1.0112767 1.0112767 0.9885947
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#> [3,] 0.4114438 1.3530388 1.3530388 0.4114438
#> 
#> , , 8
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
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#>           [,8]      [,9]     [,10]     [,11]     [,12]     [,13]     [,14]
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#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
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#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
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#>          [,50]     [,51]     [,52]     [,53]     [,54]     [,55]     [,56]
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#>          [,57]     [,58]     [,59]     [,60]     [,61]     [,62]     [,63]
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#>          [,64]     [,65]     [,66]     [,67]     [,68]     [,69]     [,70]
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#>          [,71]     [,72]     [,73]     [,74]     [,75]     [,76]     [,77]
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#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
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#>          [,85]     [,86]     [,87]     [,88]     [,89]     [,90]     [,91]
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#> [3,] 0.4492742 1.3409522 1.3409522 1.3409522 0.4492742 1.3409522 1.3409522
#>          [,92]     [,93]     [,94]     [,95]     [,96]     [,97]     [,98]
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#> [3,] 1.3409522 0.4492742 0.4492742 1.3409522 1.3409522 1.3409522 0.4492742
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 1.0164573 0.9832673 1.0164573 1.0164573 1.0164573 0.9832673 1.0164573
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#> [3,] 0.4492742 1.3409522 0.4492742 0.4492742 0.4492742 1.3409522 0.4492742
#>         [,106]    [,107]    [,108]    [,109]    [,110]    [,111]    [,112]
#> [1,] 1.0164573 1.0164573 0.9832673 0.9832673 0.9832673 0.9832673 1.0164573
#> [2,] 1.1599790 1.1599790 0.8089801 0.8089801 0.8089801 0.8089801 1.1599790
#> [3,] 0.4492742 0.4492742 1.3409522 1.3409522 1.3409522 1.3409522 0.4492742
#>         [,113]    [,114]    [,115]    [,116]    [,117]    [,118]    [,119]
#> [1,] 1.0164573 1.0164573 1.0164573 1.0164573 0.9832673 0.9832673 1.0164573
#> [2,] 1.1599790 1.1599790 1.1599790 1.1599790 0.8089801 0.8089801 1.1599790
#> [3,] 0.4492742 0.4492742 0.4492742 0.4492742 1.3409522 1.3409522 0.4492742
#>         [,120]    [,121]    [,122]    [,123]    [,124]    [,125]    [,126]
#> [1,] 1.0164573 0.9832673 0.9832673 0.9832673 0.9832673 1.0164573 1.0164573
#> [2,] 1.1599790 0.8089801 0.8089801 0.8089801 0.8089801 1.1599790 1.1599790
#> [3,] 0.4492742 1.3409522 1.3409522 1.3409522 1.3409522 0.4492742 0.4492742
#>         [,127]    [,128]    [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 0.9832673 0.9832673 0.9832673 0.9832673 0.9832673 1.0164573 0.9832673
#> [2,] 0.8089801 0.8089801 0.8089801 0.8089801 0.8089801 1.1599790 0.8089801
#> [3,] 1.3409522 1.3409522 1.3409522 1.3409522 1.3409522 0.4492742 1.3409522
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 0.9832673 1.0164573 0.9832673 1.0164573 0.9832673 1.0164573 1.0164573
#> [2,] 0.8089801 1.1599790 0.8089801 1.1599790 0.8089801 1.1599790 1.1599790
#> [3,] 1.3409522 0.4492742 1.3409522 0.4492742 1.3409522 0.4492742 0.4492742
#>         [,141]    [,142]    [,143]    [,144]    [,145]    [,146]    [,147]
#> [1,] 0.9832673 0.9832673 0.9832673 1.0164573 1.0164573 1.0164573 1.0164573
#> [2,] 0.8089801 0.8089801 0.8089801 1.1599790 1.1599790 1.1599790 1.1599790
#> [3,] 1.3409522 1.3409522 1.3409522 0.4492742 0.4492742 0.4492742 0.4492742
#>         [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 0.9832673 0.9832673 0.9832673 1.0164573 1.0164573 1.0164573 1.0164573
#> [2,] 0.8089801 0.8089801 0.8089801 1.1599790 1.1599790 1.1599790 1.1599790
#> [3,] 1.3409522 1.3409522 1.3409522 0.4492742 0.4492742 0.4492742 0.4492742
#>         [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 1.0164573 1.0164573 0.9832673 0.9832673 1.0164573 1.0164573 0.9832673
#> [2,] 1.1599790 1.1599790 0.8089801 0.8089801 1.1599790 1.1599790 0.8089801
#> [3,] 0.4492742 0.4492742 1.3409522 1.3409522 0.4492742 0.4492742 1.3409522
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 1.0164573 1.0164573 1.0164573 1.0164573 1.0164573 1.0164573 1.0164573
#> [2,] 1.1599790 1.1599790 1.1599790 1.1599790 1.1599790 1.1599790 1.1599790
#> [3,] 0.4492742 0.4492742 0.4492742 0.4492742 0.4492742 0.4492742 0.4492742
#>         [,169]    [,170]    [,171]    [,172]    [,173]    [,174]    [,175]
#> [1,] 1.0164573 1.0164573 0.9832673 1.0164573 1.0164573 1.0164573 1.0164573
#> [2,] 1.1599790 1.1599790 0.8089801 1.1599790 1.1599790 1.1599790 1.1599790
#> [3,] 0.4492742 0.4492742 1.3409522 0.4492742 0.4492742 0.4492742 0.4492742
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
#> [1,] 1.0164573 1.0164573 0.9832673 1.0164573 1.0164573 1.0164573 1.0164573
#> [2,] 1.1599790 1.1599790 0.8089801 1.1599790 1.1599790 1.1599790 1.1599790
#> [3,] 0.4492742 0.4492742 1.3409522 0.4492742 0.4492742 0.4492742 0.4492742
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 0.9832673 1.0164573 1.0164573 0.9832673 1.0164573 1.0164573 1.0164573
#> [2,] 0.8089801 1.1599790 1.1599790 0.8089801 1.1599790 1.1599790 1.1599790
#> [3,] 1.3409522 0.4492742 0.4492742 1.3409522 0.4492742 0.4492742 0.4492742
#>         [,190]    [,191]    [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 1.0164573 1.0164573 1.0164573 1.0164573 1.0164573 1.0164573 0.9832673
#> [2,] 1.1599790 1.1599790 1.1599790 1.1599790 1.1599790 1.1599790 0.8089801
#> [3,] 0.4492742 0.4492742 0.4492742 0.4492742 0.4492742 0.4492742 1.3409522
#>         [,197]    [,198]    [,199]    [,200]    [,201]    [,202]    [,203]
#> [1,] 1.0164573 1.0164573 1.0164573 1.0164573 1.0164573 1.0164573 1.0164573
#> [2,] 1.1599790 1.1599790 1.1599790 1.1599790 1.1599790 1.1599790 1.1599790
#> [3,] 0.4492742 0.4492742 0.4492742 0.4492742 0.4492742 0.4492742 0.4492742
#>         [,204]    [,205]    [,206]    [,207]    [,208]    [,209]    [,210]
#> [1,] 1.0164573 0.9832673 0.9832673 1.0164573 0.9832673 0.9832673 1.0164573
#> [2,] 1.1599790 0.8089801 0.8089801 1.1599790 0.8089801 0.8089801 1.1599790
#> [3,] 0.4492742 1.3409522 1.3409522 0.4492742 1.3409522 1.3409522 0.4492742
#>         [,211]    [,212]    [,213]    [,214]    [,215]    [,216]    [,217]
#> [1,] 1.0164573 0.9832673 1.0164573 0.9832673 0.9832673 0.9832673 1.0164573
#> [2,] 1.1599790 0.8089801 1.1599790 0.8089801 0.8089801 0.8089801 1.1599790
#> [3,] 0.4492742 1.3409522 0.4492742 1.3409522 1.3409522 1.3409522 0.4492742
#>         [,218]    [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 0.9832673 1.0164573 1.0164573 1.0164573 0.9832673 0.9832673 0.9832673
#> [2,] 0.8089801 1.1599790 1.1599790 1.1599790 0.8089801 0.8089801 0.8089801
#> [3,] 1.3409522 0.4492742 0.4492742 0.4492742 1.3409522 1.3409522 1.3409522
#>         [,225]    [,226]    [,227]    [,228]    [,229]    [,230]    [,231]
#> [1,] 1.0164573 0.9832673 0.9832673 0.9832673 0.9832673 1.0164573 1.0164573
#> [2,] 1.1599790 0.8089801 0.8089801 0.8089801 0.8089801 1.1599790 1.1599790
#> [3,] 0.4492742 1.3409522 1.3409522 1.3409522 1.3409522 0.4492742 0.4492742
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 1.0164573 0.9832673 1.0164573 1.0164573 0.9832673 0.9832673 1.0164573
#> [2,] 1.1599790 0.8089801 1.1599790 1.1599790 0.8089801 0.8089801 1.1599790
#> [3,] 0.4492742 1.3409522 0.4492742 0.4492742 1.3409522 1.3409522 0.4492742
#>         [,239]    [,240]    [,241]    [,242]    [,243]    [,244]    [,245]
#> [1,] 1.0164573 1.0164573 0.9832673 1.0164573 0.9832673 0.9832673 1.0164573
#> [2,] 1.1599790 1.1599790 0.8089801 1.1599790 0.8089801 0.8089801 1.1599790
#> [3,] 0.4492742 0.4492742 1.3409522 0.4492742 1.3409522 1.3409522 0.4492742
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]    [,252]
#> [1,] 0.9832673 0.9832673 1.0164573 1.0164573 1.0164573 1.0164573 0.9832673
#> [2,] 0.8089801 0.8089801 1.1599790 1.1599790 1.1599790 1.1599790 0.8089801
#> [3,] 1.3409522 1.3409522 0.4492742 0.4492742 0.4492742 0.4492742 1.3409522
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 1.0164573 0.9832673 1.0164573 1.0164573 0.9832673 0.9832673 0.9832673
#> [2,] 1.1599790 0.8089801 1.1599790 1.1599790 0.8089801 0.8089801 0.8089801
#> [3,] 0.4492742 1.3409522 0.4492742 0.4492742 1.3409522 1.3409522 1.3409522
#>         [,260]    [,261]    [,262]    [,263]    [,264]    [,265]    [,266]
#> [1,] 0.9832673 1.0164573 1.0164573 1.0164573 0.9832673 0.9832673 1.0164573
#> [2,] 0.8089801 1.1599790 1.1599790 1.1599790 0.8089801 0.8089801 1.1599790
#> [3,] 1.3409522 0.4492742 0.4492742 0.4492742 1.3409522 1.3409522 0.4492742
#>         [,267]    [,268]    [,269]    [,270]    [,271]    [,272]    [,273]
#> [1,] 1.0164573 0.9832673 1.0164573 1.0164573 1.0164573 1.0164573 0.9832673
#> [2,] 1.1599790 0.8089801 1.1599790 1.1599790 1.1599790 1.1599790 0.8089801
#> [3,] 0.4492742 1.3409522 0.4492742 0.4492742 0.4492742 0.4492742 1.3409522
#>         [,274]    [,275]    [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 1.0164573 1.0164573 0.9832673 0.9832673 0.9832673 0.9832673 1.0164573
#> [2,] 1.1599790 1.1599790 0.8089801 0.8089801 0.8089801 0.8089801 1.1599790
#> [3,] 0.4492742 0.4492742 1.3409522 1.3409522 1.3409522 1.3409522 0.4492742
#>         [,281]    [,282]    [,283]    [,284]    [,285]    [,286]    [,287]
#> [1,] 1.0164573 0.9832673 1.0164573 0.9832673 1.0164573 1.0164573 0.9832673
#> [2,] 1.1599790 0.8089801 1.1599790 0.8089801 1.1599790 1.1599790 0.8089801
#> [3,] 0.4492742 1.3409522 0.4492742 1.3409522 0.4492742 0.4492742 1.3409522
#>         [,288]    [,289]    [,290]    [,291]    [,292]    [,293]    [,294]
#> [1,] 0.9832673 0.9832673 0.9832673 0.9832673 0.9832673 1.0164573 1.0164573
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#> [3,] 1.3409522 1.3409522 1.3409522 1.3409522 1.3409522 0.4492742 0.4492742
#>         [,295]    [,296]    [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 1.0164573 0.9832673 0.9832673 1.0164573 0.9832673 0.9832673 1.0164573
#> [2,] 1.1599790 0.8089801 0.8089801 1.1599790 0.8089801 0.8089801 1.1599790
#> [3,] 0.4492742 1.3409522 1.3409522 0.4492742 1.3409522 1.3409522 0.4492742
#>         [,302]    [,303]    [,304]    [,305]
#> [1,] 0.9832673 1.0164573 1.0164573 1.0164573
#> [2,] 0.8089801 1.1599790 1.1599790 1.1599790
#> [3,] 1.3409522 0.4492742 0.4492742 0.4492742
#> 
#> , , 9
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 0.9376398 0.9376398 0.9376398 1.0586933 0.9376398 0.9376398 1.0586933
#> [2,] 0.7334051 0.7334051 0.7334051 1.2091803 0.7334051 0.7334051 1.2091803
#> [3,] 1.3628038 1.3628038 1.3628038 0.3778434 1.3628038 1.3628038 0.3778434
#>           [,8]      [,9]     [,10]     [,11]     [,12]     [,13]     [,14]
#> [1,] 1.0586933 1.0586933 1.0586933 0.9376398 1.0586933 1.0586933 1.0586933
#> [2,] 1.2091803 1.2091803 1.2091803 0.7334051 1.2091803 1.2091803 1.2091803
#> [3,] 0.3778434 0.3778434 0.3778434 1.3628038 0.3778434 0.3778434 0.3778434
#>          [,15]     [,16]     [,17]     [,18]     [,19]     [,20]     [,21]
#> [1,] 0.9376398 1.0586933 1.0586933 0.9376398 0.9376398 1.0586933 1.0586933
#> [2,] 0.7334051 1.2091803 1.2091803 0.7334051 0.7334051 1.2091803 1.2091803
#> [3,] 1.3628038 0.3778434 0.3778434 1.3628038 1.3628038 0.3778434 0.3778434
#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 1.0586933 1.0586933 0.9376398 1.0586933 1.0586933 1.0586933 1.0586933
#> [2,] 1.2091803 1.2091803 0.7334051 1.2091803 1.2091803 1.2091803 1.2091803
#> [3,] 0.3778434 0.3778434 1.3628038 0.3778434 0.3778434 0.3778434 0.3778434
#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933
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#> [3,] 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 1.0586933 1.0586933 1.0586933 1.0586933 0.9376398 1.0586933 0.9376398
#> [2,] 1.2091803 1.2091803 1.2091803 1.2091803 0.7334051 1.2091803 0.7334051
#> [3,] 0.3778434 0.3778434 0.3778434 0.3778434 1.3628038 0.3778434 1.3628038
#>          [,43]     [,44]     [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 1.0586933 1.0586933 0.9376398 1.0586933 0.9376398 1.0586933 1.0586933
#> [2,] 1.2091803 1.2091803 0.7334051 1.2091803 0.7334051 1.2091803 1.2091803
#> [3,] 0.3778434 0.3778434 1.3628038 0.3778434 1.3628038 0.3778434 0.3778434
#>          [,50]     [,51]     [,52]     [,53]     [,54]     [,55]     [,56]
#> [1,] 1.0586933 0.9376398 0.9376398 0.9376398 0.9376398 0.9376398 1.0586933
#> [2,] 1.2091803 0.7334051 0.7334051 0.7334051 0.7334051 0.7334051 1.2091803
#> [3,] 0.3778434 1.3628038 1.3628038 1.3628038 1.3628038 1.3628038 0.3778434
#>          [,57]     [,58]     [,59]     [,60]     [,61]     [,62]     [,63]
#> [1,] 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933 0.9376398 0.9376398
#> [2,] 1.2091803 1.2091803 1.2091803 1.2091803 1.2091803 0.7334051 0.7334051
#> [3,] 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434 1.3628038 1.3628038
#>          [,64]     [,65]     [,66]     [,67]     [,68]     [,69]     [,70]
#> [1,] 0.9376398 0.9376398 1.0586933 1.0586933 0.9376398 1.0586933 0.9376398
#> [2,] 0.7334051 0.7334051 1.2091803 1.2091803 0.7334051 1.2091803 0.7334051
#> [3,] 1.3628038 1.3628038 0.3778434 0.3778434 1.3628038 0.3778434 1.3628038
#>          [,71]     [,72]     [,73]     [,74]     [,75]     [,76]     [,77]
#> [1,] 1.0586933 0.9376398 0.9376398 1.0586933 1.0586933 1.0586933 1.0586933
#> [2,] 1.2091803 0.7334051 0.7334051 1.2091803 1.2091803 1.2091803 1.2091803
#> [3,] 0.3778434 1.3628038 1.3628038 0.3778434 0.3778434 0.3778434 0.3778434
#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
#> [1,] 1.0586933 1.0586933 1.0586933 1.0586933 0.9376398 1.0586933 0.9376398
#> [2,] 1.2091803 1.2091803 1.2091803 1.2091803 0.7334051 1.2091803 0.7334051
#> [3,] 0.3778434 0.3778434 0.3778434 0.3778434 1.3628038 0.3778434 1.3628038
#>          [,85]     [,86]     [,87]     [,88]     [,89]     [,90]     [,91]
#> [1,] 0.9376398 0.9376398 1.0586933 1.0586933 1.0586933 0.9376398 0.9376398
#> [2,] 0.7334051 0.7334051 1.2091803 1.2091803 1.2091803 0.7334051 0.7334051
#> [3,] 1.3628038 1.3628038 0.3778434 0.3778434 0.3778434 1.3628038 1.3628038
#>          [,92]     [,93]     [,94]     [,95]     [,96]     [,97]     [,98]
#> [1,] 0.9376398 0.9376398 0.9376398 1.0586933 0.9376398 0.9376398 1.0586933
#> [2,] 0.7334051 0.7334051 0.7334051 1.2091803 0.7334051 0.7334051 1.2091803
#> [3,] 1.3628038 1.3628038 1.3628038 0.3778434 1.3628038 1.3628038 0.3778434
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 0.9376398 1.0586933 1.0586933 1.0586933 1.0586933 0.9376398 1.0586933
#> [2,] 0.7334051 1.2091803 1.2091803 1.2091803 1.2091803 0.7334051 1.2091803
#> [3,] 1.3628038 0.3778434 0.3778434 0.3778434 0.3778434 1.3628038 0.3778434
#>         [,106]    [,107]    [,108]    [,109]    [,110]    [,111]    [,112]
#> [1,] 1.0586933 1.0586933 0.9376398 0.9376398 0.9376398 1.0586933 0.9376398
#> [2,] 1.2091803 1.2091803 0.7334051 0.7334051 0.7334051 1.2091803 0.7334051
#> [3,] 0.3778434 0.3778434 1.3628038 1.3628038 1.3628038 0.3778434 1.3628038
#>         [,113]    [,114]    [,115]    [,116]    [,117]    [,118]    [,119]
#> [1,] 0.9376398 1.0586933 1.0586933 1.0586933 0.9376398 0.9376398 1.0586933
#> [2,] 0.7334051 1.2091803 1.2091803 1.2091803 0.7334051 0.7334051 1.2091803
#> [3,] 1.3628038 0.3778434 0.3778434 0.3778434 1.3628038 1.3628038 0.3778434
#>         [,120]    [,121]    [,122]    [,123]    [,124]    [,125]    [,126]
#> [1,] 1.0586933 0.9376398 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933
#> [2,] 1.2091803 0.7334051 1.2091803 1.2091803 1.2091803 1.2091803 1.2091803
#> [3,] 0.3778434 1.3628038 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434
#>         [,127]    [,128]    [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 0.9376398 0.9376398 0.9376398 0.9376398 1.0586933 1.0586933 1.0586933
#> [2,] 0.7334051 0.7334051 0.7334051 0.7334051 1.2091803 1.2091803 1.2091803
#> [3,] 1.3628038 1.3628038 1.3628038 1.3628038 0.3778434 0.3778434 0.3778434
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 0.9376398 1.0586933 0.9376398 0.9376398 1.0586933 1.0586933 1.0586933
#> [2,] 0.7334051 1.2091803 0.7334051 0.7334051 1.2091803 1.2091803 1.2091803
#> [3,] 1.3628038 0.3778434 1.3628038 1.3628038 0.3778434 0.3778434 0.3778434
#>         [,141]    [,142]    [,143]    [,144]    [,145]    [,146]    [,147]
#> [1,] 0.9376398 0.9376398 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933
#> [2,] 0.7334051 0.7334051 1.2091803 1.2091803 1.2091803 1.2091803 1.2091803
#> [3,] 1.3628038 1.3628038 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434
#>         [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 0.9376398 0.9376398 0.9376398 1.0586933 1.0586933 1.0586933 1.0586933
#> [2,] 0.7334051 0.7334051 0.7334051 1.2091803 1.2091803 1.2091803 1.2091803
#> [3,] 1.3628038 1.3628038 1.3628038 0.3778434 0.3778434 0.3778434 0.3778434
#>         [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 1.0586933 1.0586933 0.9376398 0.9376398 0.9376398 1.0586933 1.0586933
#> [2,] 1.2091803 1.2091803 0.7334051 0.7334051 0.7334051 1.2091803 1.2091803
#> [3,] 0.3778434 0.3778434 1.3628038 1.3628038 1.3628038 0.3778434 0.3778434
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933 0.9376398
#> [2,] 1.2091803 1.2091803 1.2091803 1.2091803 1.2091803 1.2091803 0.7334051
#> [3,] 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434 1.3628038
#>         [,169]    [,170]    [,171]    [,172]    [,173]    [,174]    [,175]
#> [1,] 0.9376398 1.0586933 1.0586933 1.0586933 0.9376398 1.0586933 1.0586933
#> [2,] 0.7334051 1.2091803 1.2091803 1.2091803 0.7334051 1.2091803 1.2091803
#> [3,] 1.3628038 0.3778434 0.3778434 0.3778434 1.3628038 0.3778434 0.3778434
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
#> [1,] 1.0586933 1.0586933 0.9376398 0.9376398 0.9376398 1.0586933 1.0586933
#> [2,] 1.2091803 1.2091803 0.7334051 0.7334051 0.7334051 1.2091803 1.2091803
#> [3,] 0.3778434 0.3778434 1.3628038 1.3628038 1.3628038 0.3778434 0.3778434
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 0.9376398 1.0586933 1.0586933 1.0586933 0.9376398 0.9376398 1.0586933
#> [2,] 0.7334051 1.2091803 1.2091803 1.2091803 0.7334051 0.7334051 1.2091803
#> [3,] 1.3628038 0.3778434 0.3778434 0.3778434 1.3628038 1.3628038 0.3778434
#>         [,190]    [,191]    [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 0.9376398 1.0586933 0.9376398 0.9376398 0.9376398 1.0586933 1.0586933
#> [2,] 0.7334051 1.2091803 0.7334051 0.7334051 0.7334051 1.2091803 1.2091803
#> [3,] 1.3628038 0.3778434 1.3628038 1.3628038 1.3628038 0.3778434 0.3778434
#>         [,197]    [,198]    [,199]    [,200]    [,201]    [,202]    [,203]
#> [1,] 0.9376398 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933
#> [2,] 0.7334051 1.2091803 1.2091803 1.2091803 1.2091803 1.2091803 1.2091803
#> [3,] 1.3628038 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434
#>         [,204]    [,205]    [,206]    [,207]    [,208]    [,209]    [,210]
#> [1,] 1.0586933 1.0586933 0.9376398 0.9376398 0.9376398 0.9376398 1.0586933
#> [2,] 1.2091803 1.2091803 0.7334051 0.7334051 0.7334051 0.7334051 1.2091803
#> [3,] 0.3778434 0.3778434 1.3628038 1.3628038 1.3628038 1.3628038 0.3778434
#>         [,211]    [,212]    [,213]    [,214]    [,215]    [,216]    [,217]
#> [1,] 0.9376398 0.9376398 0.9376398 0.9376398 0.9376398 0.9376398 0.9376398
#> [2,] 0.7334051 0.7334051 0.7334051 0.7334051 0.7334051 0.7334051 0.7334051
#> [3,] 1.3628038 1.3628038 1.3628038 1.3628038 1.3628038 1.3628038 1.3628038
#>         [,218]    [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 1.0586933 1.0586933 0.9376398 1.0586933 0.9376398 0.9376398 1.0586933
#> [2,] 1.2091803 1.2091803 0.7334051 1.2091803 0.7334051 0.7334051 1.2091803
#> [3,] 0.3778434 0.3778434 1.3628038 0.3778434 1.3628038 1.3628038 0.3778434
#>         [,225]    [,226]    [,227]    [,228]    [,229]    [,230]    [,231]
#> [1,] 1.0586933 1.0586933 1.0586933 0.9376398 0.9376398 0.9376398 1.0586933
#> [2,] 1.2091803 1.2091803 1.2091803 0.7334051 0.7334051 0.7334051 1.2091803
#> [3,] 0.3778434 0.3778434 0.3778434 1.3628038 1.3628038 1.3628038 0.3778434
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 0.9376398 1.0586933 0.9376398 0.9376398 0.9376398 1.0586933 0.9376398
#> [2,] 0.7334051 1.2091803 0.7334051 0.7334051 0.7334051 1.2091803 0.7334051
#> [3,] 1.3628038 0.3778434 1.3628038 1.3628038 1.3628038 0.3778434 1.3628038
#>         [,239]    [,240]    [,241]    [,242]    [,243]    [,244]    [,245]
#> [1,] 1.0586933 0.9376398 1.0586933 1.0586933 0.9376398 0.9376398 1.0586933
#> [2,] 1.2091803 0.7334051 1.2091803 1.2091803 0.7334051 0.7334051 1.2091803
#> [3,] 0.3778434 1.3628038 0.3778434 0.3778434 1.3628038 1.3628038 0.3778434
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]    [,252]
#> [1,] 0.9376398 1.0586933 0.9376398 0.9376398 0.9376398 0.9376398 1.0586933
#> [2,] 0.7334051 1.2091803 0.7334051 0.7334051 0.7334051 0.7334051 1.2091803
#> [3,] 1.3628038 0.3778434 1.3628038 1.3628038 1.3628038 1.3628038 0.3778434
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933 1.0586933 0.9376398
#> [2,] 1.2091803 1.2091803 1.2091803 1.2091803 1.2091803 1.2091803 0.7334051
#> [3,] 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434 0.3778434 1.3628038
#>         [,260]    [,261]    [,262]    [,263]    [,264]    [,265]    [,266]
#> [1,] 0.9376398 0.9376398 1.0586933 1.0586933 0.9376398 1.0586933 0.9376398
#> [2,] 0.7334051 0.7334051 1.2091803 1.2091803 0.7334051 1.2091803 0.7334051
#> [3,] 1.3628038 1.3628038 0.3778434 0.3778434 1.3628038 0.3778434 1.3628038
#>         [,267]    [,268]    [,269]    [,270]    [,271]    [,272]    [,273]
#> [1,] 1.0586933 1.0586933 0.9376398 1.0586933 1.0586933 1.0586933 0.9376398
#> [2,] 1.2091803 1.2091803 0.7334051 1.2091803 1.2091803 1.2091803 0.7334051
#> [3,] 0.3778434 0.3778434 1.3628038 0.3778434 0.3778434 0.3778434 1.3628038
#>         [,274]    [,275]    [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 1.0586933 0.9376398 0.9376398 0.9376398 1.0586933 1.0586933 1.0586933
#> [2,] 1.2091803 0.7334051 0.7334051 0.7334051 1.2091803 1.2091803 1.2091803
#> [3,] 0.3778434 1.3628038 1.3628038 1.3628038 0.3778434 0.3778434 0.3778434
#>         [,281]    [,282]    [,283]    [,284]    [,285]    [,286]    [,287]
#> [1,] 1.0586933 0.9376398 1.0586933 1.0586933 1.0586933 0.9376398 1.0586933
#> [2,] 1.2091803 0.7334051 1.2091803 1.2091803 1.2091803 0.7334051 1.2091803
#> [3,] 0.3778434 1.3628038 0.3778434 0.3778434 0.3778434 1.3628038 0.3778434
#>         [,288]    [,289]    [,290]    [,291]    [,292]    [,293]    [,294]
#> [1,] 0.9376398 0.9376398 0.9376398 0.9376398 1.0586933 1.0586933 1.0586933
#> [2,] 0.7334051 0.7334051 0.7334051 0.7334051 1.2091803 1.2091803 1.2091803
#> [3,] 1.3628038 1.3628038 1.3628038 1.3628038 0.3778434 0.3778434 0.3778434
#>         [,295]    [,296]    [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 0.9376398 0.9376398 1.0586933 1.0586933 0.9376398 0.9376398 1.0586933
#> [2,] 0.7334051 0.7334051 1.2091803 1.2091803 0.7334051 0.7334051 1.2091803
#> [3,] 1.3628038 1.3628038 0.3778434 0.3778434 1.3628038 1.3628038 0.3778434
#>         [,302]    [,303]    [,304]    [,305]
#> [1,] 1.0586933 1.0586933 1.0586933 1.0586933
#> [2,] 1.2091803 1.2091803 1.2091803 1.2091803
#> [3,] 0.3778434 0.3778434 0.3778434 0.3778434
#> 
#> , , 10
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 0.9887791 0.9887791 0.9887791 0.9887791 0.9887791 0.9887791 1.0110964
#> [2,] 0.8039709 0.8039709 0.8039709 0.8039709 0.8039709 0.8039709 1.1634564
#> [3,] 1.3251296 1.3251296 1.3251296 1.3251296 1.3251296 1.3251296 0.4939956
#>           [,8]      [,9]     [,10]     [,11]     [,12]     [,13]     [,14]
#> [1,] 1.0110964 1.0110964 1.0110964 0.9887791 1.0110964 1.0110964 1.0110964
#> [2,] 1.1634564 1.1634564 1.1634564 0.8039709 1.1634564 1.1634564 1.1634564
#> [3,] 0.4939956 0.4939956 0.4939956 1.3251296 0.4939956 0.4939956 0.4939956
#>          [,15]     [,16]     [,17]     [,18]     [,19]     [,20]     [,21]
#> [1,] 0.9887791 1.0110964 1.0110964 1.0110964 0.9887791 1.0110964 1.0110964
#> [2,] 0.8039709 1.1634564 1.1634564 1.1634564 0.8039709 1.1634564 1.1634564
#> [3,] 1.3251296 0.4939956 0.4939956 0.4939956 1.3251296 0.4939956 0.4939956
#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 1.0110964 1.0110964 0.9887791 1.0110964 1.0110964 0.9887791 1.0110964
#> [2,] 1.1634564 1.1634564 0.8039709 1.1634564 1.1634564 0.8039709 1.1634564
#> [3,] 0.4939956 0.4939956 1.3251296 0.4939956 0.4939956 1.3251296 0.4939956
#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 0.9887791 0.9887791 1.0110964 0.9887791 1.0110964 1.0110964 1.0110964
#> [2,] 0.8039709 0.8039709 1.1634564 0.8039709 1.1634564 1.1634564 1.1634564
#> [3,] 1.3251296 1.3251296 0.4939956 1.3251296 0.4939956 0.4939956 0.4939956
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 0.9887791
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 0.8039709
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 1.3251296
#>          [,43]     [,44]     [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 0.9887791 0.9887791 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964
#> [2,] 0.8039709 0.8039709 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564
#> [3,] 1.3251296 1.3251296 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956
#>          [,50]     [,51]     [,52]     [,53]     [,54]     [,55]     [,56]
#> [1,] 1.0110964 0.9887791 1.0110964 1.0110964 0.9887791 0.9887791 0.9887791
#> [2,] 1.1634564 0.8039709 1.1634564 1.1634564 0.8039709 0.8039709 0.8039709
#> [3,] 0.4939956 1.3251296 0.4939956 0.4939956 1.3251296 1.3251296 1.3251296
#>          [,57]     [,58]     [,59]     [,60]     [,61]     [,62]     [,63]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 0.9887791 1.0110964
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 0.8039709 1.1634564
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 1.3251296 0.4939956
#>          [,64]     [,65]     [,66]     [,67]     [,68]     [,69]     [,70]
#> [1,] 0.9887791 0.9887791 1.0110964 0.9887791 1.0110964 0.9887791 0.9887791
#> [2,] 0.8039709 0.8039709 1.1634564 0.8039709 1.1634564 0.8039709 0.8039709
#> [3,] 1.3251296 1.3251296 0.4939956 1.3251296 0.4939956 1.3251296 1.3251296
#>          [,71]     [,72]     [,73]     [,74]     [,75]     [,76]     [,77]
#> [1,] 0.9887791 0.9887791 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964
#> [2,] 0.8039709 0.8039709 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564
#> [3,] 1.3251296 1.3251296 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956
#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 0.9887791 1.0110964 0.9887791
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 0.8039709 1.1634564 0.8039709
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 1.3251296 0.4939956 1.3251296
#>          [,85]     [,86]     [,87]     [,88]     [,89]     [,90]     [,91]
#> [1,] 1.0110964 0.9887791 1.0110964 0.9887791 0.9887791 0.9887791 0.9887791
#> [2,] 1.1634564 0.8039709 1.1634564 0.8039709 0.8039709 0.8039709 0.8039709
#> [3,] 0.4939956 1.3251296 0.4939956 1.3251296 1.3251296 1.3251296 1.3251296
#>          [,92]     [,93]     [,94]     [,95]     [,96]     [,97]     [,98]
#> [1,] 0.9887791 0.9887791 1.0110964 1.0110964 0.9887791 1.0110964 1.0110964
#> [2,] 0.8039709 0.8039709 1.1634564 1.1634564 0.8039709 1.1634564 1.1634564
#> [3,] 1.3251296 1.3251296 0.4939956 0.4939956 1.3251296 0.4939956 0.4939956
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 1.0110964 1.0110964 0.9887791 1.0110964 1.0110964 0.9887791 1.0110964
#> [2,] 1.1634564 1.1634564 0.8039709 1.1634564 1.1634564 0.8039709 1.1634564
#> [3,] 0.4939956 0.4939956 1.3251296 0.4939956 0.4939956 1.3251296 0.4939956
#>         [,106]    [,107]    [,108]    [,109]    [,110]    [,111]    [,112]
#> [1,] 1.0110964 0.9887791 1.0110964 0.9887791 0.9887791 0.9887791 0.9887791
#> [2,] 1.1634564 0.8039709 1.1634564 0.8039709 0.8039709 0.8039709 0.8039709
#> [3,] 0.4939956 1.3251296 0.4939956 1.3251296 1.3251296 1.3251296 1.3251296
#>         [,113]    [,114]    [,115]    [,116]    [,117]    [,118]    [,119]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 0.9887791 1.0110964 0.9887791
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 0.8039709 1.1634564 0.8039709
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 1.3251296 0.4939956 1.3251296
#>         [,120]    [,121]    [,122]    [,123]    [,124]    [,125]    [,126]
#> [1,] 1.0110964 0.9887791 1.0110964 1.0110964 1.0110964 0.9887791 1.0110964
#> [2,] 1.1634564 0.8039709 1.1634564 1.1634564 1.1634564 0.8039709 1.1634564
#> [3,] 0.4939956 1.3251296 0.4939956 0.4939956 0.4939956 1.3251296 0.4939956
#>         [,127]    [,128]    [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 0.9887791 1.0110964 0.9887791 0.9887791 0.9887791 0.9887791 0.9887791
#> [2,] 0.8039709 1.1634564 0.8039709 0.8039709 0.8039709 0.8039709 0.8039709
#> [3,] 1.3251296 0.4939956 1.3251296 1.3251296 1.3251296 1.3251296 1.3251296
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 1.0110964 0.9887791 0.9887791 0.9887791 1.0110964 1.0110964 0.9887791
#> [2,] 1.1634564 0.8039709 0.8039709 0.8039709 1.1634564 1.1634564 0.8039709
#> [3,] 0.4939956 1.3251296 1.3251296 1.3251296 0.4939956 0.4939956 1.3251296
#>         [,141]    [,142]    [,143]    [,144]    [,145]    [,146]    [,147]
#> [1,] 0.9887791 0.9887791 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964
#> [2,] 0.8039709 0.8039709 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564
#> [3,] 1.3251296 1.3251296 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956
#>         [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 0.9887791 0.9887791 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964
#> [2,] 0.8039709 0.8039709 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564
#> [3,] 1.3251296 1.3251296 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956
#>         [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 1.0110964 0.9887791 0.9887791 0.9887791 1.0110964 1.0110964 1.0110964
#> [2,] 1.1634564 0.8039709 0.8039709 0.8039709 1.1634564 1.1634564 1.1634564
#> [3,] 0.4939956 1.3251296 1.3251296 1.3251296 0.4939956 0.4939956 0.4939956
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 1.0110964 1.0110964 1.0110964 0.9887791 1.0110964 1.0110964 0.9887791
#> [2,] 1.1634564 1.1634564 1.1634564 0.8039709 1.1634564 1.1634564 0.8039709
#> [3,] 0.4939956 0.4939956 0.4939956 1.3251296 0.4939956 0.4939956 1.3251296
#>         [,169]    [,170]    [,171]    [,172]    [,173]    [,174]    [,175]
#> [1,] 1.0110964 0.9887791 1.0110964 0.9887791 1.0110964 1.0110964 1.0110964
#> [2,] 1.1634564 0.8039709 1.1634564 0.8039709 1.1634564 1.1634564 1.1634564
#> [3,] 0.4939956 1.3251296 0.4939956 1.3251296 0.4939956 0.4939956 0.4939956
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
#> [1,] 0.9887791 0.9887791 1.0110964 0.9887791 1.0110964 1.0110964 1.0110964
#> [2,] 0.8039709 0.8039709 1.1634564 0.8039709 1.1634564 1.1634564 1.1634564
#> [3,] 1.3251296 1.3251296 0.4939956 1.3251296 0.4939956 0.4939956 0.4939956
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956
#>         [,190]    [,191]    [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 1.0110964 1.0110964 0.9887791 0.9887791 1.0110964 1.0110964 1.0110964
#> [2,] 1.1634564 1.1634564 0.8039709 0.8039709 1.1634564 1.1634564 1.1634564
#> [3,] 0.4939956 0.4939956 1.3251296 1.3251296 0.4939956 0.4939956 0.4939956
#>         [,197]    [,198]    [,199]    [,200]    [,201]    [,202]    [,203]
#> [1,] 1.0110964 0.9887791 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964
#> [2,] 1.1634564 0.8039709 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564
#> [3,] 0.4939956 1.3251296 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956
#>         [,204]    [,205]    [,206]    [,207]    [,208]    [,209]    [,210]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 0.9887791 0.9887791 0.9887791
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 0.8039709 0.8039709 0.8039709
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 1.3251296 1.3251296 1.3251296
#>         [,211]    [,212]    [,213]    [,214]    [,215]    [,216]    [,217]
#> [1,] 1.0110964 0.9887791 1.0110964 0.9887791 0.9887791 0.9887791 1.0110964
#> [2,] 1.1634564 0.8039709 1.1634564 0.8039709 0.8039709 0.8039709 1.1634564
#> [3,] 0.4939956 1.3251296 0.4939956 1.3251296 1.3251296 1.3251296 0.4939956
#>         [,218]    [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 0.9887791 0.9887791 0.9887791
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 0.8039709 0.8039709 0.8039709
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 1.3251296 1.3251296 1.3251296
#>         [,225]    [,226]    [,227]    [,228]    [,229]    [,230]    [,231]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 0.9887791
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 0.8039709
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 1.3251296
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 1.0110964 1.0110964 1.0110964 0.9887791 1.0110964 1.0110964 1.0110964
#> [2,] 1.1634564 1.1634564 1.1634564 0.8039709 1.1634564 1.1634564 1.1634564
#> [3,] 0.4939956 0.4939956 0.4939956 1.3251296 0.4939956 0.4939956 0.4939956
#>         [,239]    [,240]    [,241]    [,242]    [,243]    [,244]    [,245]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 0.9887791 0.9887791 0.9887791
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 0.8039709 0.8039709 0.8039709
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 1.3251296 1.3251296 1.3251296
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]    [,252]
#> [1,] 1.0110964 1.0110964 0.9887791 1.0110964 1.0110964 1.0110964 0.9887791
#> [2,] 1.1634564 1.1634564 0.8039709 1.1634564 1.1634564 1.1634564 0.8039709
#> [3,] 0.4939956 0.4939956 1.3251296 0.4939956 0.4939956 0.4939956 1.3251296
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 0.9887791 1.0110964 0.9887791
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 0.8039709 1.1634564 0.8039709
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 1.3251296 0.4939956 1.3251296
#>         [,260]    [,261]    [,262]    [,263]    [,264]    [,265]    [,266]
#> [1,] 0.9887791 1.0110964 1.0110964 1.0110964 0.9887791 0.9887791 1.0110964
#> [2,] 0.8039709 1.1634564 1.1634564 1.1634564 0.8039709 0.8039709 1.1634564
#> [3,] 1.3251296 0.4939956 0.4939956 0.4939956 1.3251296 1.3251296 0.4939956
#>         [,267]    [,268]    [,269]    [,270]    [,271]    [,272]    [,273]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956
#>         [,274]    [,275]    [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 1.0110964 0.9887791 0.9887791 1.0110964 1.0110964 1.0110964 1.0110964
#> [2,] 1.1634564 0.8039709 0.8039709 1.1634564 1.1634564 1.1634564 1.1634564
#> [3,] 0.4939956 1.3251296 1.3251296 0.4939956 0.4939956 0.4939956 0.4939956
#>         [,281]    [,282]    [,283]    [,284]    [,285]    [,286]    [,287]
#> [1,] 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 1.0110964 0.9887791
#> [2,] 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 1.1634564 0.8039709
#> [3,] 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 0.4939956 1.3251296
#>         [,288]    [,289]    [,290]    [,291]    [,292]    [,293]    [,294]
#> [1,] 0.9887791 0.9887791 0.9887791 1.0110964 1.0110964 1.0110964 1.0110964
#> [2,] 0.8039709 0.8039709 0.8039709 1.1634564 1.1634564 1.1634564 1.1634564
#> [3,] 1.3251296 1.3251296 1.3251296 0.4939956 0.4939956 0.4939956 0.4939956
#>         [,295]    [,296]    [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 1.0110964 0.9887791 1.0110964 1.0110964 1.0110964 0.9887791 0.9887791
#> [2,] 1.1634564 0.8039709 1.1634564 1.1634564 1.1634564 0.8039709 0.8039709
#> [3,] 0.4939956 1.3251296 0.4939956 0.4939956 0.4939956 1.3251296 1.3251296
#>         [,302]    [,303]    [,304]    [,305]
#> [1,] 0.9887791 1.0110964 1.0110964 1.0110964
#> [2,] 0.8039709 1.1634564 1.1634564 1.1634564
#> [3,] 1.3251296 0.4939956 0.4939956 0.4939956
#> 
#> 


## ------------------------------------------------
## Method `specify_posterior_bsvar_msh$get_last_draw`
## ------------------------------------------------

data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_msh$new(us_fiscal_lsuw, p = 4, M = 2)
#> The identification is set to the default option of lower-triangular structural matrix.

# run the burn-in
set.seed(123)
burn_in        = estimate(specification, 10, thin = 2)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-stationaryMSH model             |
#> **************************************************|
#>  Progress of the MCMC simulation for 10 draws
#>     Every 2nd draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|

# estimate the model
posterior      = estimate(burn_in, 10, thin = 2)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-stationaryMSH model             |
#> **************************************************|
#>  Progress of the MCMC simulation for 10 draws
#>     Every 2nd draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|


## ------------------------------------------------
## Method `specify_posterior_bsvar_msh$is_normalised`
## ------------------------------------------------

# upload data
data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_msh$new(us_fiscal_lsuw, p = 4, M = 2)
#> The identification is set to the default option of lower-triangular structural matrix.

# estimate the model
set.seed(123)
posterior      = estimate(specification, 10, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-stationaryMSH model             |
#> **************************************************|
#>  Progress of the MCMC simulation for 10 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|

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

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

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


## ------------------------------------------------
## Method `specify_posterior_bsvar_msh$set_normalised`
## ------------------------------------------------

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

# upload data
data(us_fiscal_lsuw)

# specify the model and set seed
specification  = specify_bsvar_msh$new(us_fiscal_lsuw, p = 4, M = 2)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)

# estimate the model
posterior      = estimate(specification, 10, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-stationaryMSH model             |
#> **************************************************|
#>  Progress of the MCMC simulation for 10 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|

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

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

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