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

Public fields

last_draw

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

posterior

a list containing Bayesian estimation output.

Methods


PosteriorBSVARSV$new()

Create a new posterior output PosteriorBSVARSV.

Usage

PosteriorBSVARSV$new(specification_bsvar, posterior_bsvar)

Arguments

specification_bsvar

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

posterior_bsvar

a list containing Bayesian estimation output.

Returns

A posterior output PosteriorBSVARSV.


PosteriorBSVARSV$get_posterior()

Returns a list containing Bayesian estimation.

Usage

PosteriorBSVARSV$get_posterior()

Examples

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


PosteriorBSVARSV$get_last_draw()

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

Usage

PosteriorBSVARSV$get_last_draw()

Examples

data(us_fiscal_lsuw)

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

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

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


PosteriorBSVARSV$is_normalised()

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

Usage

PosteriorBSVARSV$is_normalised()

Examples

# upload data
data(us_fiscal_lsuw)

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

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

# check normalisation status beforehand
posterior$is_normalised()

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

# check normalisation status afterwards
posterior$is_normalised()


PosteriorBSVARSV$set_normalised()

Sets the private indicator normalised to TRUE.

Usage

PosteriorBSVARSV$set_normalised(value)

Arguments

value

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

Examples

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

# upload data
data(us_fiscal_lsuw)

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

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

# check normalisation status beforehand
posterior$is_normalised()

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

# check normalisation status afterwards
posterior$is_normalised()


PosteriorBSVARSV$clone()

The objects of this class are cloneable with this method.

Usage

PosteriorBSVARSV$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

Examples

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


## ------------------------------------------------
## Method `PosteriorBSVARSV$get_posterior()`
## ------------------------------------------------

data(us_fiscal_lsuw)
specification  = specify_bsvar_sv$new(us_fiscal_lsuw)
#> The identification is set to the default option of lower-triangular structural matrix.
set.seed(123)
estimate       = estimate(specification, 5, thin = 1)
#> **************************************************|
#> bsvars: Bayesian Structural Vector Autoregressions|
#> **************************************************|
#>  Gibbs sampler for the SVAR-SV model              |
#>    Non-centred SV model is estimated              |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
estimate$get_posterior()
#> $B
#> , , 1
#> 
#>            [,1]       [,2]     [,3]
#> [1,]   0.136863  0.0000000  0.00000
#> [2,]  -3.210040  2.7457735  0.00000
#> [3,] -13.301491 -0.1631879 15.35511
#> 
#> , , 2
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1343494   0.00000  0.00000
#> [2,] -17.0337359  14.59082  0.00000
#> [3,] -27.7704096 -14.15043 50.33405
#> 
#> , , 3
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1397723   0.00000  0.00000
#> [2,] -27.9993029  23.96704  0.00000
#> [3,] -29.5912767 -22.11900 62.98104
#> 
#> , , 4
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1249595   0.00000  0.00000
#> [2,] -28.6794451  24.55961  0.00000
#> [3,] -27.6082220 -23.29332 62.29501
#> 
#> , , 5
#> 
#>             [,1]      [,2]     [,3]
#> [1,]   0.1295578   0.00000  0.00000
#> [2,] -26.6892954  22.84707  0.00000
#> [3,] -23.8768629 -25.80554 61.38542
#> 
#> 
#> $A
#> , , 1
#> 
#>             [,1]          [,2]       [,3]       [,4]
#> [1,]  1.03700436  8.882205e-05 -0.9630988  0.3568241
#> [2,] -0.22260044  8.250705e-01 -0.7577037 -1.0802666
#> [3,]  0.08418869 -1.229738e-02  0.1039310  0.3122921
#> 
#> , , 2
#> 
#>           [,1]         [,2]        [,3]      [,4]
#> [1,] 1.0595451  0.006337391 -0.97559255 0.5370215
#> [2,] 0.1024508  0.950058962 -1.16270786 0.1914670
#> [3,] 0.1087337 -0.002134042  0.07891618 0.4577102
#> 
#> , , 3
#> 
#>           [,1]         [,2]        [,3]      [,4]
#> [1,] 1.0572843  0.014107620 -0.97045198 0.6327135
#> [2,] 0.1201976  0.948256470 -1.17349396 0.2603826
#> [3,] 0.1144083 -0.008591599  0.07515139 0.4189975
#> 
#> , , 4
#> 
#>          [,1]         [,2]        [,3]      [,4]
#> [1,] 1.045157 -0.005073455 -0.94828265 0.4967282
#> [2,] 0.149379  0.958201635 -1.22516780 0.2463370
#> [3,] 0.102168 -0.001498082  0.08556036 0.4519325
#> 
#> , , 5
#> 
#>           [,1]         [,2]        [,3]      [,4]
#> [1,] 1.0304943 -0.004564601 -0.92857288 0.5055776
#> [2,] 0.1612745  0.967198091 -1.23634813 0.3620259
#> [3,] 0.1115419 -0.009505525  0.07828012 0.4034630
#> 
#> 
#> $hyper
#> , , 1
#> 
#>           [,1]       [,2]
#> [1,]  3.564364  0.8097839
#> [2,]  1.236606  0.8224805
#> [3,]  3.786863  1.0794704
#> [4,] 22.744042  9.5878776
#> [5,] 15.948480 15.1518971
#> [6,] 35.679556  9.6391714
#> [7,]  2.255322  0.6970697
#> 
#> , , 2
#> 
#>           [,1]       [,2]
#> [1,]  2.594473  1.0129056
#> [2,]  2.862319  0.4315353
#> [3,] 92.144427  2.0504981
#> [4,] 24.018527  8.0142966
#> [5,] 13.813013 10.7793734
#> [6,] 28.004278 22.5782393
#> [7,]  3.353612  1.3944063
#> 
#> , , 3
#> 
#>            [,1]       [,2]
#> [1,]   1.993679  0.8207057
#> [2,]  49.873295  0.7985541
#> [3,] 229.082166  1.0633412
#> [4,]  23.106230 11.3419902
#> [5,]  24.799579  9.5701620
#> [6,]  34.866442 13.1673839
#> [7,]   2.967784  1.1450220
#> 
#> , , 4
#> 
#>            [,1]      [,2]
#> [1,]   2.984162  1.024461
#> [2,] 287.799848  1.393826
#> [3,] 348.730451  1.123053
#> [4,]  25.807574  6.246168
#> [5,]  63.913415 12.102592
#> [6,]  43.053324 14.424621
#> [7,]   4.203574  1.222142
#> 
#> , , 5
#> 
#>            [,1]       [,2]
#> [1,]   2.463840  0.8531698
#> [2,] 127.096716  0.3616826
#> [3,] 695.065617  1.0843441
#> [4,]  34.145824  6.5363742
#> [5,]  86.386727  7.1334833
#> [6,] 126.448601 10.5382266
#> [7,]   6.148263  1.0073308
#> 
#> 
#> $h
#> , , 1
#> 
#>            [,1]       [,2]        [,3]       [,4]       [,5]       [,6]
#> [1,]  0.1924489  0.2005033 -1.13460277  0.3476662 -1.3384583 -0.1370928
#> [2,]  0.8122405 -0.5294341 -0.86744390  0.3296184  0.9288938 -1.6141181
#> [3,] -2.0289377  0.4673837  0.01459547 -2.1244823  0.3248770 -1.9584528
#>            [,7]       [,8]       [,9]      [,10]      [,11]       [,12]
#> [1,] -0.4955837 -1.2014195  0.5439128 -1.1062484  0.6331378 -0.02522996
#> [2,]  1.0925380  0.2783741  0.2202954  2.2121365  0.2949774 -0.84261916
#> [3,]  0.7481601  0.9271895 -1.5721860 -0.5427325 -0.8845199 -0.67638627
#>           [,13]       [,14]      [,15]      [,16]       [,17]      [,18]
#> [1,] -0.9552035  0.55746654 -0.7497794 -1.5604030  0.06561536 -0.1842082
#> [2,]  1.2561615  0.03604754 -0.5768701 -1.2520329 -1.39126278 -0.3989176
#> [3,] -0.8272459 -0.18007864 -0.2129403 -0.7488996  0.35422511 -1.5992453
#>           [,19]      [,20]      [,21]      [,22]      [,23]     [,24]
#> [1,] -1.3779830 -0.7816169  0.6860419 -0.4686566 -0.1636194 0.2074660
#> [2,] -0.1672492 -0.5523091  0.7384332 -1.6503369 -0.8644608 0.6505035
#> [3,] -0.2634985 -0.7226687 -1.0094664  0.6723405  0.8303870 1.8387798
#>           [,25]       [,26]      [,27]     [,28]      [,29]      [,30]
#> [1,] -0.2075753 -2.37607962 -0.3685573  1.195998 -2.5318339  1.6257141
#> [2,] -0.2242709 -0.90091932  0.5479678 -1.912848  2.2541411  0.6759921
#> [3,] -1.5201337  0.02122526  0.3322945 -1.177205 -0.1675061 -0.9099075
#>          [,31]      [,32]      [,33]       [,34]      [,35]       [,36]
#> [1,] -0.649815 -0.5884974  0.4906709  0.05494103  1.1943835 -0.88835222
#> [2,]  1.667529  0.4101127 -0.1837601  1.48792076  1.2398253  0.57846541
#> [3,] -1.116569  0.2399083  1.0131559 -0.12957336 -0.0729126  0.06643155
#>           [,37]       [,38]      [,39]      [,40]      [,41]      [,42]
#> [1,]  1.5917869  0.08982398 -0.3283610 -0.4918421 -1.0938334  0.8603770
#> [2,] -1.9726264  0.09182613 -1.0509447  0.8007433 -0.1037006 -0.2967455
#> [3,]  0.7884818 -0.82616592 -0.6566267 -0.2360697 -0.1576450  0.8182030
#>            [,43]      [,44]      [,45]       [,46]      [,47]      [,48]
#> [1,]  0.08693872 -0.2840144 -0.8809948 -1.00938156  1.3259123 -1.5934940
#> [2,] -2.06270771  1.5209854  1.3692366 -1.50845439  0.3273713  1.2822338
#> [3,] -0.37126319  0.3354272  1.2079508  0.02838263 -1.1162748 -0.3644217
#>           [,49]      [,50]       [,51]      [,52]     [,53]      [,54]
#> [1,] -0.7541624 1.90892056 -0.69260581 -0.4844525 1.3476837 -1.3187332
#> [2,]  0.8051400 0.06177236 -0.01388451 -0.8276152 1.1926826 -0.1735943
#> [3,] -1.0942030 0.75118297 -0.63450732  0.5658309 0.6752343  0.8293060
#>           [,55]      [,56]        [,57]      [,58]      [,59]      [,60]
#> [1,]  0.7161730 -0.6076425 -0.006507175 -1.4101923 -1.7860546 -0.3588847
#> [2,] -1.0877019 -0.2614873 -1.374287588 -0.1332092 -0.2264789 -0.3701769
#> [3,] -0.9993884  0.1034056  0.631524847 -0.6151167  0.8375459  0.1502307
#>           [,61]       [,62]      [,63]      [,64]      [,65]      [,66]
#> [1,] -0.2887468 -0.25390833  1.3883839  0.9678288 -0.2248845  0.3988618
#> [2,] -0.4346339 -0.07379723 -0.6565232 -0.7321386  0.3429021  0.2206247
#> [3,] -0.4222231  0.85147132  1.5066024  0.8864302 -2.4787631 -1.4827103
#>          [,67]     [,68]       [,69]     [,70]      [,71]      [,72]      [,73]
#> [1,]  1.149162 -1.294784 -0.11989385 -1.289427 0.96882393 -1.7550020  0.4742118
#> [2,] -1.418540  1.672827  0.05086908  1.728336 0.06789489 -1.2781766 -1.0003316
#> [3,] -0.987102  2.021154 -0.79708603  2.235622 0.46059664  0.3210944 -1.1775466
#>           [,74]      [,75]      [,76]      [,77]      [,78]      [,79]
#> [1,] -1.4383259  0.2296088 -0.9784642 -0.8432311 -0.3908424  0.2344880
#> [2,]  0.5979876  0.3016791  0.4984747 -0.8182753 -0.6145967  1.8501944
#> [3,] -0.6809777 -1.8833283 -3.0054564 -1.6163914 -0.8819248 -0.2004941
#>            [,80]      [,81]      [,82]      [,83]     [,84]      [,85]
#> [1,]  1.37618897 -0.2754848  0.1573255  0.7257907  1.133385 -1.0493944
#> [2,] -0.03879643  0.6825007 -1.4073887  2.3912058 -1.757827 -0.2253127
#> [3,] -0.04059007 -1.9480858 -2.2851767 -1.8104552 -1.721135 -0.2526258
#>           [,86]      [,87]     [,88]       [,89]      [,90]       [,91]
#> [1,] -0.4767613  2.1259976 0.3837363 -0.46393691 -1.3298664 -0.10643269
#> [2,]  0.3690220 -0.4633438 0.9063434  0.66122685 -0.2637212  1.79576841
#> [3,] -0.9806522  0.3815899 0.1451995  0.02187596 -0.2604214  0.09524481
#>            [,92]      [,93]       [,94]      [,95]      [,96]       [,97]
#> [1,]  0.12195156  0.2999187 -0.27883654 -2.3207155 -1.3340226 -1.03272851
#> [2,]  0.01896043 -0.5447384  0.24933386  1.0165892 -1.2370683  0.05375895
#> [3,] -1.89985518  2.5541267 -0.07528016  0.6467685 -0.2065683 -0.41254609
#>           [,98]      [,99]     [,100]     [,101]     [,102]     [,103]
#> [1,]  0.1570022 -0.5249674 -0.8912680 1.15133533 -1.3576357  1.3238528
#> [2,] -1.0199048  1.2586806 -0.4319989 0.04442433 -0.5109760  0.4437972
#> [3,]  0.5707432  0.4330112  1.1630039 0.89962164 -0.1727029 -0.7985005
#>          [,104]     [,105]     [,106]     [,107]      [,108]     [,109]
#> [1,] -0.1715381  1.1160164  0.9045152 -0.9825322  2.00145869  0.6127252
#> [2,] -0.1017789 -0.2144552 -0.8004117 -0.5139736 -0.36129331 -0.3953255
#> [3,]  0.1333299 -1.5732301 -0.2230421 -0.2128244  0.04561936 -0.2527234
#>           [,110]      [,111]      [,112]      [,113]     [,114]     [,115]
#> [1,] -1.18563869  1.22467310 -0.73560537 -0.01497311  0.4757335  1.8813884
#> [2,]  0.48506739  0.01263732  0.01635093 -0.96361411 -1.0802425  0.8134835
#> [3,] -0.07582968 -0.51865010 -0.23020794  0.56759133  0.4462091 -0.3956587
#>          [,116]      [,117]      [,118]     [,119]     [,120]     [,121]
#> [1,] -0.7996195 -0.63313775  0.11045846  0.3503657 -0.3970511 -0.1845687
#> [2,] -1.4964200  0.08027594  0.35970318 -0.1942116 -0.1784175 -1.7120535
#> [3,]  0.9974263  1.50852952 -0.07246306  0.7121283  1.3203297 -1.7390742
#>          [,122]     [,123]     [,124]     [,125]     [,126]      [,127]
#> [1,] -0.1710093  1.0208727 -0.6702363 -0.6337106 -1.0541503 -0.81693988
#> [2,]  1.2353028 -1.0433832  1.5952365 -0.8150237  0.3733685 -0.02698836
#> [3,]  0.2336941  0.3138161  0.7335745  1.2939746  0.7366258  1.15580437
#>          [,128]       [,129]    [,130]      [,131]     [,132]     [,133]
#> [1,] -0.2232685 -1.424266865 0.2413729 -0.01322748  0.9111977 -1.8712864
#> [2,]  0.8582939 -0.002292442 2.2250344  0.86039894 -1.5668442  0.2296391
#> [3,]  1.1731083 -0.235862317 0.4710695 -1.48696447 -0.1959200 -0.5937909
#>          [,134]     [,135]    [,136]     [,137]     [,138]   [,139]     [,140]
#> [1,] -0.2945342 -0.7149339 1.6061949 -1.1164895 -0.2041081 1.134247 -0.3847154
#> [2,] -0.6491580 -0.7818350 0.5473065 -0.5612417 -0.1614999 1.786758 -0.3289195
#> [3,] -1.3968220 -0.1372134 1.0136810  0.7757240  0.6387213 1.239364 -0.3083398
#>           [,141]     [,142]     [,143]     [,144]    [,145]     [,146]
#> [1,] -1.03915854 -1.1830478 -0.6959633 -0.1735121 0.3279608  0.4486281
#> [2,] -0.01097771  1.1135174 -0.3181676  1.3413939 2.0523152 -1.6023276
#> [3,]  0.35688087  0.9216918  0.7685820 -0.3788761 0.9138827 -0.1144957
#>           [,147]        [,148]    [,149]     [,150]     [,151]     [,152]
#> [1,] -0.31579263  2.636129e-06 1.6533603 -0.5448391  1.3694275 -0.8261928
#> [2,] -0.02732088 -1.866554e+00 0.7095096  0.2287485  1.0113442  0.7004590
#> [3,] -0.05594445 -1.685609e+00 1.4835312  0.1197473 -0.3413034 -0.7759121
#>          [,153]      [,154]     [,155]     [,156]     [,157]    [,158]
#> [1,]  1.2877566  0.02137748 -0.8714924  0.9906641 -0.7907657 0.6459718
#> [2,] -1.0334401  0.84810805  0.7174855 -2.2772929 -0.5202575 1.1988900
#> [3,] -0.6845079 -0.04422886 -1.2608557  0.2700008  0.2406246 0.6158910
#>          [,159]     [,160]     [,161]     [,162]     [,163]    [,164]    [,165]
#> [1,]  0.4621664  0.1994881 -0.7657026 -1.2956947 -1.2720123 0.2738776 1.0138265
#> [2,]  1.2957663 -1.6696070  0.6817009 -0.1036261 -0.8147326 0.5316178 0.4793253
#> [3,] -0.6522190 -1.1380949 -2.9522671  0.6158701 -2.2370372 0.5413301 0.2442216
#>           [,166]     [,167]      [,168]     [,169]      [,170]     [,171]
#> [1,]  0.05668781 0.82873027  1.15867833  3.0187458  0.87606045 -1.0011091
#> [2,]  0.71897724 0.09428472  0.01380989 -1.9894958  2.89290182  0.7512859
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#> , , 4
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#> 
#> , , 5
#> 
#>             [,1]      [,2]       [,3]        [,4]       [,5]       [,6]
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#>            [,136]    [,137]       [,138]    [,139]      [,140]     [,141]
#> [1,] -0.003251893 2.3355362  0.858021763 0.4068117  0.16780302 -1.0646736
#> [2,] -0.338071122 0.2328971 -0.006542605 0.9645362  0.02286962  0.1278852
#> [3,] -3.036177934 0.1671986  0.413968892 1.2048200 -0.04474372 -0.2839563
#>          [,142]      [,143]    [,144]     [,145]     [,146]     [,147]
#> [1,]  0.1414661  0.03332727 -2.447036 -0.7586008  0.8820857  0.1704833
#> [2,] -0.3753275 -0.69476731  1.285059  0.3763359 -0.2643311 -1.2058685
#> [3,] -1.1664641 -1.26104159  1.261374 -2.6588650  0.2141504  1.1441965
#>          [,148]     [,149]      [,150]    [,151]      [,152]    [,153]
#> [1,] -0.5916782  1.0185414 -0.09261245 1.9694580 -1.39599769  1.079460
#> [2,]  0.3078895 -0.8647271 -0.70098662 0.2706421  0.02316186  0.161556
#> [3,]  0.9272160 -0.3985702 -0.18661828 0.8752875 -0.04240488 -2.031073
#>          [,154]     [,155]      [,156]     [,157]     [,158]    [,159]
#> [1,]  0.1090328 -1.0716952 -1.51057916  1.1810956 0.07881412 -1.131358
#> [2,] -1.1805693  0.7636861  0.04140744 -0.3728444 2.52205220  2.717516
#> [3,] -0.6182280  1.0707358 -0.17781618  1.0695457 1.56641686  1.318551
#>         [,160]     [,161]     [,162]     [,163]     [,164]     [,165]
#> [1,] 0.1195993  0.1515701 -1.0171640 -0.2926827 -0.1791380  0.8070225
#> [2,] 1.1994333 -0.2000150 -0.6260815  0.8608348 -0.5123484  1.1939544
#> [3,] 0.7885089 -0.7464660  0.1983477  1.6157926 -1.4884062 -1.3655825
#>          [,166]    [,167]     [,168]      [,169]     [,170]     [,171]   [,172]
#> [1,] -2.1759368 1.4630436  0.2814954 -0.09183623 -1.6902499 -2.7316738 1.023051
#> [2,] -0.9931845 0.1923468 -0.1799398 -0.82455231 -0.1369921  0.3816593 1.664415
#> [3,] -2.0353873 0.3655413  0.4494880  2.03996012  0.3741727  0.7311290 1.230684
#>          [,173]     [,174]     [,175]     [,176]    [,177]     [,178]
#> [1,] -0.1889447  0.5886554  1.0141972  0.4526665 0.1872566 -1.0073514
#> [2,] -1.1474974  0.6832377 -0.1273915 -0.4596156 1.4143464  1.5019961
#> [3,]  0.5424867 -0.8816094 -0.7442304  0.3669720 1.1426943 -0.1306077
#>             [,179]     [,180]    [,181]     [,182]     [,183]      [,184]
#> [1,]  0.7352240784  0.7564897 -1.255788  1.1817263  0.1672879 -1.11075699
#> [2,]  0.0009641885  0.5100780  1.155990 -0.2874441 -0.9740154  0.05705839
#> [3,] -0.6768273497 -2.0591509 -0.526231  0.4320065 -0.8281811 -0.91032958
#>          [,185]     [,186]      [,187]     [,188]     [,189]     [,190]
#> [1,]  0.4162728 -1.5010328  0.57716675  2.2533629 -0.4440797 -0.3623366
#> [2,] -0.2976507 -0.5454825 -0.06721918 -1.3083392 -0.5679799 -1.5355613
#> [3,] -1.6654993 -1.0986792  0.58382884  0.1388301 -0.1680597 -0.5019841
#>          [,191]     [,192]      [,193]   [,194]     [,195]    [,196]     [,197]
#> [1,] -0.5405638  2.2031438  0.54295069 1.474244 -0.8925621 0.5204721 -0.3741668
#> [2,]  0.4644612  0.3964911 -0.55144083 1.924700  1.1590001 0.7957941  0.1584725
#> [3,]  1.5769312 -0.1355161 -0.08692691 1.253068  1.0203678 0.1704733 -0.3973292
#>          [,198]     [,199]     [,200]     [,201]    [,202]      [,203]
#> [1,]  1.1112814 -0.5282290  0.8018149  1.4517939 0.9912427 -1.04090719
#> [2,]  0.5479691  0.8566405 -0.6866297 -0.2608448 0.2659565  0.02587267
#> [3,] -0.3146022  2.6766920  1.5895797  0.8965591 1.7235055 -0.16573352
#>          [,204]      [,205]     [,206]     [,207]     [,208]     [,209]
#> [1,] -0.8297071 -1.13369050 -1.2428769 -1.4098776 -0.3550793  0.5356680
#> [2,]  0.9802299  0.06091716  0.2013634  0.8121323  1.3452456 -1.0092620
#> [3,] -2.3657764  0.08987982  1.2667886 -0.1691903  0.2901403  0.4407825
#>          [,210]     [,211]     [,212]     [,213]   [,214]    [,215]      [,216]
#> [1,] -0.6050404 0.47467978  0.7344522 -1.2427827 1.496593 0.3754569  0.03650563
#> [2,]  0.7197670 0.25552625 -1.3167355 -0.1205238 0.246045 0.1492540  0.87128416
#> [3,]  1.2837389 0.04236928 -0.3742827  0.9786761 0.130382 0.9592655 -0.34594535
#>         [,217]     [,218]      [,219]     [,220]      [,221]    [,222]
#> [1,] 0.9031657 -1.3979695  0.25970710  0.7594854  0.83827022 1.5993789
#> [2,] 0.5226021  0.5362396  0.12950052 -0.5653038  0.03384734 1.0555726
#> [3,] 0.3177294 -0.9272942 -0.08892516  0.6422949 -0.78943850 0.5344715
#>          [,223]    [,224]     [,225]     [,226]    [,227]     [,228]     [,229]
#> [1,]  0.4387001 -0.915342 -0.5019396  0.4331599 0.7066021  0.1343930 -0.9750932
#> [2,] -0.1303798 -1.658548 -2.5980065 -0.3932956 0.4270138  1.8442910  0.6965328
#> [3,]  0.5683533 -2.301696  0.3113442  0.9750648 0.8471486 -0.6280582  0.4118539
#>          [,230]    [,231]    [,232]     [,233]     [,234]     [,235]
#> [1,]  0.1661668 0.1518491 -1.745765  0.5747749 -1.2762976  0.6819850
#> [2,] -2.0476309 1.3269282  2.818236 -0.1532297  1.8368195 -0.2724432
#> [3,] -0.8157493 1.0242361 -1.845199 -1.0854645 -0.7369502 -1.2405757
#>           [,236]    [,237]      [,238]    [,239]     [,240]      [,241]
#> [1,]  0.85113750 0.6366723 -1.18264471 0.4729628  0.5127696  0.72314160
#> [2,] -0.01516335 1.0177848 -0.30559615 0.5976069 -0.5251709 -0.15740572
#> [3,]  0.80448586 0.6670217  0.08269495 1.5186174  0.8417745  0.06866544
#>          [,242]     [,243]      [,244]     [,245]     [,246]      [,247]
#> [1,] -0.9688541 -1.1783026  1.12964990  0.6533682  0.5869789  1.30506525
#> [2,]  0.3700271 -0.2538457 -0.02479112  0.1226179 -1.4126784  1.41560960
#> [3,]  0.3679349  0.2559254 -0.94648357 -0.2788664  1.2565792 -0.08586947
#>          [,248]     [,249]     [,250]     [,251]     [,252]      [,253]
#> [1,] -1.2069780  0.3293629 -1.2662956 -1.6985226  0.9579644 -0.88245601
#> [2,]  0.1098797 -0.2840503  0.4970317  1.7034633  0.3471336  0.58751650
#> [3,]  0.4310595  0.9768144 -0.2744509 -0.4222789 -0.9108835  0.05351407
#>          [,254]     [,255]     [,256]      [,257]     [,258]    [,259]
#> [1,] -0.6860315  0.3124796 -0.1288071  0.37571551  1.1156061 -1.058998
#> [2,] -1.0339203  0.3489040 -1.3446245 -0.02306602 -0.7446161  2.475846
#> [3,] -0.2049283 -1.1494798 -0.0619047 -1.90711576 -0.5232895 -1.392627
#>         [,260]     [,261]     [,262]    [,263]     [,264]     [,265]    [,266]
#> [1,] 0.2100830 -1.4687309  0.1193682 -1.269899  0.6952479  1.0367429 0.7691376
#> [2,] 1.1270962  0.7161034  0.8208551 -1.327150 -2.5646304 -1.9626086 0.1621268
#> [3,] 0.3620316  1.6541978 -1.2252580 -1.258928  1.4604244 -0.2978408 0.3644420
#>          [,267]     [,268]     [,269]      [,270]     [,271]     [,272]
#> [1,] -0.2896272 -1.9257191 -0.4854030 -0.93755186  0.3943224 -0.9701954
#> [2,] -0.1777652  0.4578555  1.3479803 -0.47599169 -0.1572557  0.8684359
#> [3,]  1.8581385 -0.5922168 -0.2512107  0.04568942  0.2067040  0.1434702
#>          [,273]     [,274]     [,275]     [,276]      [,277]     [,278]
#> [1,]  0.4507403 -1.5312108 -1.2660045  0.4251702 -1.33577918  0.6040957
#> [2,]  0.4613663  0.3593906  0.6807773 -1.9231493  1.23046586  0.5427960
#> [3,] -1.8877585  0.2293821 -1.1916749 -0.6656464 -0.01596871 -0.7064816
#>          [,279]   [,280]    [,281]      [,282]     [,283]     [,284]     [,285]
#> [1,]  0.4753225 1.717330  0.575672 -0.63819103 -0.9702058  0.7162638  0.2178151
#> [2,] -0.7766320 0.731431 -2.067085 -0.81837151 -1.0888448  0.5732723 -1.0277287
#> [3,]  0.5018339 1.320425  1.054336  0.06443792  0.6246087 -0.6848604 -0.1495208
#>          [,286]      [,287]     [,288]    [,289]     [,290]     [,291]
#> [1,] -2.8076930  0.45680291 -1.2510335 -1.285043 -0.8947708  1.4059979
#> [2,]  0.8238864 -0.04438527  0.8802351  1.294276 -1.0376101 -0.0713945
#> [3,]  0.1950008 -0.23049171 -0.6994551 -1.187735 -0.8244913 -0.2809610
#>          [,292]     [,293]     [,294]     [,295]    [,296]      [,297]
#> [1,] -2.5001795 -0.2455184 0.01783932  0.7932889  0.223703 -0.50966846
#> [2,]  0.8430209 -0.2675875 2.44153196  0.3779427 -1.516247 -0.80558844
#> [3,] -0.2038408 -0.2359809 0.47949529 -0.2043939 -1.102791 -0.03141801
#>          [,298]    [,299]      [,300]     [,301]    [,302]    [,303]
#> [1,] -0.1844198  2.039983 -0.03944626 -1.5661930  1.452968 0.5046668
#> [2,]  0.4068611 -1.560796 -0.24343312 -2.3347834 -0.930509 0.2036577
#> [3,]  0.3668783  1.460827  0.20221238 -0.6488176  2.535108 0.9720803
#>           [,304]     [,305]      [,306]    [,307]     [,308]     [,309]
#> [1,] -0.29604201  0.1311673 -0.02901019 -2.520860 -0.4738651 -0.9122017
#> [2,]  0.05920372 -1.0738251 -0.61659114  1.077411  1.3516825 -0.4510924
#> [3,]  1.24764848 -1.0216286  1.99257415 -1.845140  1.5487583 -1.2075369
#>          [,310]    [,311]    [,312]
#> [1,] -0.8741094  2.046825 0.5368793
#> [2,] -0.1846943 -1.891265 0.3680199
#> [3,] -0.3331177  1.288852 0.5679904
#> 
#> 
#> $rho
#>            [,1]        [,2]        [,3]         [,4]        [,5]
#> [1,] -0.1184634 -0.10975430 -0.03411595  0.003865793 -0.04929591
#> [2,] -0.1803301 -0.02702639  0.05284312  0.111623488  0.10884013
#> [3,]  0.1318954  0.06958474  0.23523628 -0.023796362  0.07991443
#> 
#> $omega
#>            [,1]       [,2]       [,3]       [,4]        [,5]
#> [1,]  0.1601713 -0.1359648  0.1513765 -0.1036064  0.02027135
#> [2,] -0.1841759  0.1455162  0.1467813 -0.1371806  0.14934293
#> [3,] -0.2117316 -0.1175047 -0.1964621  0.2075030 -0.24442327
#> 
#> $sigma2v
#>            [,1]       [,2]       [,3]       [,4]         [,5]
#> [1,] 0.02565484 0.01848643 0.02291486 0.01073429 0.0004109276
#> [2,] 0.03392075 0.02117495 0.02154475 0.01881852 0.0223033120
#> [3,] 0.04483025 0.01380736 0.03859737 0.04305751 0.0597427333
#> 
#> $S
#> , , 1
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    3    4    3    4    4    3    3    4    4     3     4     3     4     4
#> [2,]    1    0    1    1    1    2    0    1    1     1     1     1     1     1
#> [3,]    3    1    2    2    2    2    1    1    4     2     2     2     3     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     3     4     3     3     3     5     4     4     4     5     4     4
#> [2,]     1     1     1     1     2     2     1     2     1     1     1     1
#> [3,]     2     2     3     3     2     2     2     2     2     2     2     2
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     4     4     3     3     5     4     4     4     3     3     4     3
#> [2,]     1     2     1     2     0     1     2     1     1     0     1     2
#> [3,]     2     3     2     2     2     2     1     2     2     2     2     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     3     3     3     3     3     3     3     3     3     4     3     4
#> [2,]     2     1     1     1     2     1     1     1     1     1     1     1
#> [3,]     2     2     2     1     1     2     2     2     2     2     3     2
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     3     3     4     3     4     3     3     4     4     3     4     3
#> [2,]     1     1     1     2     1     1     1     1     1     1     1     2
#> [3,]     2     2     2     2     3     2     1     2     2     2     2     2
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     3     3     4     3     4     4     4     3     4     4     4     2
#> [2,]     2     1     1     1     1     1     1     1     1     3     1     1
#> [3,]     1     2     2     3     3     1     2     2     2     2     2     2
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     4     3     3     4     3     3     3     4     4     4     3     4
#> [2,]     1     1     1     1     0     2     1     1     1     1     1     1
#> [3,]     2     4     2     2     2     2     2     2     2     3     1     3
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     5     4     4     3     3     4     3     4     3     3     4     3
#> [2,]     1     1     2     1     1     1     1     1     2     0     1     1
#> [3,]     2     1     2     2     1     2     1     2     2     2     2     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     4      4      4      3      4      5      4      4      4      4
#> [2,]     1      1      3      1      1      1      2      1      1      2
#> [3,]     2      1      3      2      2      2      2      2      2      3
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      3      3      5      3      3      5      4      3      4      5
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      2      2      2      1      2      2      2      2      2      2
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      4      4      4      3      3      3      4      5      3      3
#> [2,]      1      1      1      1      2      1      0      1      2      1
#> [3,]      2      3      3      1      3      2      2      2      2      2
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      3      4      4      4      4      4      4      4      4      4
#> [2,]      1      2      1      1      1      2      1      1      1      1
#> [3,]      2      4      3      2      2      2      2      2      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      5      4      3      4      3      3      4      3      3      3
#> [2,]      1      1      1      1      2      1      0      1      1      2
#> [3,]      1      2      2      3      2      2      2      3      3      2
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      3      4      4      4      4      3      3      4      4      3
#> [2,]      2      1      2      1      1      1      2      2      2      1
#> [3,]      2      2      3      3      2      2      2      3      2      3
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      4      3      4      4      4      4      4      4      4      3
#> [2,]      0      1      2      1      1      2      1      1      1      1
#> [3,]      3      3      2      3      3      3      2      2      2      2
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      4      3      4      3      4      4      4      4      4      4
#> [2,]      2      1      1      2      1      1      1      1      1      2
#> [3,]      2      2      1      2      2      3      2      3      3      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      4      4      4      3      4      3      4      4      3      4
#> [2,]      2      1      2      1      2      1      1      2      2      0
#> [3,]      2      2      3      2      3      2      2      2      2      2
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      5      4      3      4      5      4      5      4      4      4
#> [2,]      2      1      1      1      1      1      1      1      1      1
#> [3,]      1      3      2      2      2      2      2      2      2      2
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      3      4      3      5      4      4      4      4      4      4
#> [2,]      1      1      2      1      1      2      1      1      1      1
#> [3,]      4      2      2      1      2      2      3      3      2      2
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      3      3      4      3      3      4      3      4      4      4
#> [2,]      1      1      1      1      2      1      1      1      1      1
#> [3,]      2      3      3      3      3      2      2      2      3      2
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      4      5      3      5      4      4      3      4      4      4
#> [2,]      2      1      2      1      1      1      2      0      1      1
#> [3,]      2      3      3      3      2      2      4      2      2      2
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      4      5      4      4      4      3      3      4      3      4
#> [2,]      1      1      2      1      2      2      1      1      1      1
#> [3,]      2      3      2      3      2      2      3      2      3      2
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      3      4      4      4      3      4      4      4      4      5
#> [2,]      1      1      1      1      1      2      1      1      1      1
#> [3,]      2      2      2      3      2      2      2      2      4      2
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      5      4      3      3      4      3      4      4      3      4
#> [2,]      1      1      1      2      2      1      2      1      1      1
#> [3,]      1      3      3      2      2      3      3      3      2      3
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      4      4      5      4      4      5      4      4      4      4
#> [2,]      1      1      1      1      0      2      1      1      1      1
#> [3,]      2      1      2      1      3      3      3      2      3      3
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      3      4      4      3      3      3      4      4      5      4
#> [2,]      1      2      1      1      2      1      1      1      1      1
#> [3,]      3      2      3      2      3      2      2      3      3      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      3      4      4      3      4      3      3      4      3      3
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      2      2      2      4      3      2      3      3      3      2
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      3      4      4      3      3      4      4      4      5      3
#> [2,]      2      1      1      1      1      1      1      0      2      3
#> [3,]      2      2      2      2      2      2      3      2      2      2
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      3      4      4      3      4      4      4      4      3      3
#> [2,]      1      2      2      1      1      1      1      1      1      1
#> [3,]      3      2      2      2      3      2      3      3      2      2
#>      [,309] [,310] [,311] [,312]
#> [1,]      4      4      4      4
#> [2,]      2      1      1      1
#> [3,]      2      3      2      2
#> 
#> , , 2
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    3    2    2    2    3    3    3    3    3     3     2     3     3     4
#> [2,]    6    6    6    6    6    7    5    4    5     3     6     7     6     5
#> [3,]    3    5    7    6    6    4    3    6    6     6     5     4     8     6
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     3     3     3     2     2     3     4     4     2     3     3     2
#> [2,]     6     8     6     6     7     6     5     7     6     6     7     8
#> [3,]     5     5     5     7     6     7     7     6     8     4     5     6
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     2     3     2     4     2     2     3     2     3     3     3     3
#> [2,]     7     7     6     7     7     6     8     7     8     7     8     7
#> [3,]     6     8     6     8     7     5     7     6     6     7     7     7
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     3     4     3     3     4     3     3     3     3     3     2     3
#> [2,]     6     7     6     7     8     6     8     7     8     5     8     6
#> [3,]     8     7     6     6     6     4     9     7     6     5     6     7
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     2     2     4     3     3     4     4     3     3     2     3     4
#> [2,]     6     7     6     7     7     7     7     7     7     7     7     5
#> [3,]     6     8     7     5     7     6     5     7     6     5     8     6
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     3     3     3     3     4     3     2     3     3     3     3     2
#> [2,]     7     6     6     7     7     6     8     5     7     6     6     6
#> [3,]     7     5     3     8     7     6     7     3     5     4     5     7
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     3     3     4     3     4     3     3     4     3     4     5     4
#> [2,]     8     6     7     7     8     7     8     7     7     8     6     5
#> [3,]     6     7     8     6     8     7     8     3     6     5     6     7
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     4     3     2     3     3     3     3     2     3     4     3     3
#> [2,]     6     6     7     5     6     7     7     7     8     6     6     7
#> [3,]     7     7     7     5     6     5     7     7     7     3     7     7
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     3      3      3      3      3      3      3      3      4      4
#> [2,]     7      7      8      7      8      8      8      7      6      7
#> [3,]     7      4      8      6      5      5      6      6      8      7
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      4      2      3      2      3      3      3      3      3      4
#> [2,]      5      5      9      7      7      7      8      7      9      8
#> [3,]      1      1      7      9      5      5      7      5      6      7
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      3      4      3      3      3      3      3      3      2      3
#> [2,]      8      7      8      7      8      7      8      7      8      6
#> [3,]      6      5      8      5      6      4      5      5      5      7
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      3      2      3      3      3      3      3      4      4      3
#> [2,]      6      8      8      7      6      7      5      6      7      6
#> [3,]      4      5      6      3      5      6      6      5      6      6
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      3      3      3      3      3      3      3      4      3      3
#> [2,]      5      6      6      5      8      8      6      7      7      6
#> [3,]      6      7      6      5      7      7      6      5      6      5
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      3      3      4      2      3      4      3      3      4      3
#> [2,]      4      8      7      7      7      6      7      6      7      6
#> [3,]      3      3      6      8      6      5      5      7      3      6
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      3      3      3      3      2      3      4      4      3      3
#> [2,]      6      7      6      6      6      7      6      7      7      7
#> [3,]      6      6      7      7      7      4      6      6      6      8
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      4      4      3      3      4      3      4      2      3      3
#> [2,]      7      7      6      5      6      7      8      7      7      8
#> [3,]      6      6      5      7      7      7      6      8      6      7
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      3      3      3      4      3      2      4      4      3      4
#> [2,]      8      9      7      8      8      7      7      7      7      8
#> [3,]      6      7      5      6      6      6      5      9      7      6
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      3      3      3      4      4      3      4      3      3      4
#> [2,]      7      8      7      8      7      8      7      7      8      7
#> [3,]      4      7      6      5      6      6      6      5      5      6
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      4      4      3      3      3      3      3      3      3      3
#> [2,]      7      7      8      7      9      9      8      8      7      6
#> [3,]      5      6      5      5      7      6      5      6      5      4
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      3      3      3      2      3      4      3      5      3      3
#> [2,]      6      7      7      7      7      5      5      6      7      7
#> [3,]      7      5      5      4      5      3      3      4      7      9
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      3      4      3      3      3      4      3      3      3      3
#> [2,]      6      7      7      6      6      8      7      7      7      7
#> [3,]      7      8      6      4      4      7      6      7      7      5
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      4      3      3      4      3      3      4      3      3      3
#> [2,]      7      8      8      7      8      8      8      7      6      7
#> [3,]      6      6      6      5      7      6      5      5      6      6
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      3      3      3      4      3      3      3      3      4      4
#> [2,]      7      6      5      7      7      5      6      7      8      7
#> [3,]      5      5      8      7      5      3      5      6      7      5
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      3      4      3      4      2      4      3      3      3      3
#> [2,]      9      8      8      7      8      7      7      8      7      8
#> [3,]      6      8      8      5      8      7      7      8      7      7
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      2      4      3      4      3      5      3      2      4      4
#> [2,]      6      5      8      8      7      7      8      8      7      6
#> [3,]      5      3      6      7      7      5      8      7      5      4
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      2      4      3      3      4      2      4      3      4      3
#> [2,]      8      8      8      7      8      8      8      8      8      8
#> [3,]      5      6      6      8      7      5      6      7      6      6
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      5      4      3      4      5      4      3      2      3      4
#> [2,]      8      7      8      8      9      8      7      8      8      8
#> [3,]      6      6      6      6      6      5      8      6      6      5
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      2      3      4      3      2      4      3      4      3      3
#> [2,]      4      6      7      7      7      7      7      6      6      7
#> [3,]      5      5      5      5      6      6      6      3      7      7
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      3      4      3      3      3      3      4      3      4      3
#> [2,]      6      5      8      7      8      8      8      7      7      8
#> [3,]      7      2      7      8      6      5      6      7      5      5
#>      [,309] [,310] [,311] [,312]
#> [1,]      4      3      3      4
#> [2,]      7      8      9      6
#> [3,]      4      6      6      6
#> 
#> , , 3
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    3    2    3    3    2    3    3    3    3     4     3     3     3     3
#> [2,]    2    6    6    4    5    6    6    1    3     0     6     3     2     2
#> [3,]    0    1    6    4    6    1    2    2    4     2     2     0     3     2
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     3     2     4     4     3     3     3     3     4     3     4     3
#> [2,]     5     5     5     4     7     5     4     7     5     5     5     6
#> [3,]     1     3     3     7     4     6     6     4     6     1     3     3
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     3     2     3     2     4     3     3     3     4     2     4     4
#> [2,]     5     4     5     7     4     5     6     5     8     6     6     7
#> [3,]     4     3     6     5     3     5     6     5     5     5     6     4
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     3     4     3     5     3     3     4     3     3     2     3     3
#> [2,]     3     7     4     6     6     2     6     9     5     1     6     5
#> [3,]     5     8     6     3     3     8     5     6     6     8     5     5
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     2     4     4     4     3     3     3     2     3     3     3     2
#> [2,]     5     6     8     6     8     7     7     6     7     3     6     5
#> [3,]     5     6     4     4     4     4     6     5     5     7     5     5
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     3     3     3     3     3     2     5     3     2     3     3     3
#> [2,]     6     5     4     6     5     3     8     4     5     3     6     5
#> [3,]     4     2     2     5     7     4     3     3     4     3     3     5
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     4     2     3     3     3     2     4     3     2     3     2     3
#> [2,]     6     4     8     6     7     7     6     2     5     3     6     4
#> [3,]     7     4     8     5     7     6     6     2     5     3     6     4
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     3     3     3     3     2     2     3     3     3     3     3     3
#> [2,]     5     5     5     4     7     6     9     8     5     2     9     4
#> [3,]     7     6     6     2     5     2     4     4     5     1     4     4
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     3      4      3      3      2      4      3      3      4      3
#> [2,]     9      5      7      4      5      6      5      8      5      8
#> [3,]     6      4      4      8      8      3      6      5      7      7
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      4      4      3      3      3      3      3      4      3      3
#> [2,]      0      1      7      5      5      4      6      5      6      6
#> [3,]      0      0      6      4      6      6      7      7      6      3
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      2      3      4      3      4      3      2      4      2      4
#> [2,]      5      4      5      4      5      4      5      5      5      4
#> [3,]      5      5      4      5      6      4      6      5      5      6
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      3      2      3      3      3      3      4      5      3      3
#> [2,]      6      4      4      3      7      5      4      6      7      4
#> [3,]      2      5      7      3      3      7      4      4      5      6
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      2      5      4      4      3      3      3      2      3      4
#> [2,]      6      7      7      3      4      5      6      5      5      3
#> [3,]      3      6      7      3      4      8      7      5      4      3
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      3      3      2      3      4      3      4      3      3      4
#> [2,]      3      4      7      6      6      6      5      6      3      5
#> [3,]      2      2      6      6      5      5      6      5      1      3
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      3      3      3      4      2      3      3      2      3      3
#> [2,]      6      5      7      6      5      3      6      7      5      5
#> [3,]      6      8      4      5      6      6      6      6      6      6
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      4      4      3      4      2      3      3      3      2      2
#> [2,]      8      5      6      5      7      6      5      8      6      6
#> [3,]      6      6      4      7      7      6      7      5      5      7
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      3      3      4      3      4      3      3      3      4      2
#> [2,]      5      4      4      7      5      4      5      6      3      5
#> [3,]      7      4      6      7      8      4      5      6      3      6
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      3      4      4      3      3      3      3      4      3      3
#> [2,]      4      6      4      5      4      5      4      3      6      4
#> [3,]      5      5      5      4      6      6      8      6      6      7
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      3      4      3      3      3      3      4      4      3      3
#> [2,]      4      4      6      5      5      5      4      6      6      3
#> [3,]      5      6      4      7      8      8      6      6      4      4
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      3      3      3      3      4      3      4      3      4      3
#> [2,]      7      3      6      5      7      2      3      3      5      6
#> [3,]      7      5      6      3      8      1      1      1      8      6
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      4      4      2      3      4      4      4      3      3      3
#> [2,]      5      5      6      3      5      5      6      6      7      5
#> [3,]      6      6      6      0      4      5      6      8      5      4
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      3      2      3      3      3      3      3      3      2      3
#> [2,]      7      6      6      6      6      5      6      4      6      6
#> [3,]      8      9      7      4      6      7      5      6      7      8
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      3      3      3      3      2      3      3      3      4      3
#> [2,]      6      6      4      4      6      1      3      5      5      6
#> [3,]      6      4      7      6      5      0      5      4      4      4
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      3      4      3      3      3      3      3      4      4      4
#> [2,]      7      7      7      5      7      6      6      8      7      7
#> [3,]      7      5      5      5      4      6      4      5      5      6
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      4      3      4      3      3      4      2      3      4      3
#> [2,]      4      2      5      5      5      5      6      8      5      5
#> [3,]      6      3      7      5      6      3      4      6      9      5
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      3      4      5      3      4      3      3      3      3      3
#> [2,]      6      6      7      7      6      6      6      6      7      6
#> [3,]      7      7      6      5      5      8      8      6      6      6
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      4      3      4      3      3      3      3      4      4      3
#> [2,]      7      6      7      8      8      6      8      8      7      7
#> [3,]      7      4      6      7      6      4      4      6      6      4
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      4      3      3      3      3      4      3      3      4      4
#> [2,]      1      3      5      8      3      4      6      1      8      6
#> [3,]      0      0      5      4      5      6      6      1      4      7
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      5      2      3      3      3      3      3      4      3      3
#> [2,]      6      2      8      6      7      7      8      6      7      5
#> [3,]      6      0      6      6      7      7      8      6      6      4
#>      [,309] [,310] [,311] [,312]
#> [1,]      3      3      4      4
#> [2,]      4      5      5      5
#> [3,]      4      6      8      3
#> 
#> , , 4
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    3    3    3    2    3    3    3    3    2     2     3     2     3     3
#> [2,]    0    3    4    3    3    6    6    0    1     0     7     1     0     0
#> [3,]    0    2    4    2    6    1    2    1    4     2     1     0     0     0
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     3     3     4     4     3     2     3     3     3     3     3     3
#> [2,]     4     7     3     3     6     4     2     6     3     3     5     6
#> [3,]     0     3     1     5     5     7     4     4     5     1     3     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     3     4     2     3     4     3     3     4     3     3     3     3
#> [2,]     7     2     4     6     4     5     4     4     5     5     7     5
#> [3,]     3     2     6     6     3     4     4     5     4     5     7     5
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     4     4     3     3     2     3     4     3     3     2     2     4
#> [2,]     2     4     2     7     4     1     7     6     5     0     8     4
#> [3,]     5     6     8     2     4     5     4     5     6     5     6     4
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     3     3     3     4     4     3     3     4     3     3     3     3
#> [2,]     4     7     6     5     6     6     7     5     7     4     7     3
#> [3,]     3     6     4     5     6     3     6     4     5     6     4     7
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     3     3     3     3     3     3     3     3     2     3     4     3
#> [2,]     7     3     2     7     5     3     6     1     3     2     6     3
#> [3,]     4     1     2     4     6     5     4     3     5     3     2     3
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     3     4     3     3     3     2     3     3     2     3     3     4
#> [2,]     9     3     5     6     5     6     5     2     7     2     5     3
#> [3,]     7     2     8     5     7     6     5     2     4     5     6     5
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     3     3     3     2     2     3     3     3     3     3     4     4
#> [2,]     6     4     6     2     5     9     6     6     6     1     6     5
#> [3,]     7     6     6     2     5     2     4     4     6     0     5     2
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     3      4      4      3      4      3      2      3      3      3
#> [2,]     6      3      5      4      5      5      4      8      3      7
#> [3,]     5      4      3      6      7      1      6      3      5      7
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      3      3      4      3      2      4      3      3      2      4
#> [2,]      0      0      6      4      4      4      8      3      6      7
#> [3,]      0      1      6      3      7      5      6      6      5      3
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      3      2      4      3      3      3      4      3      2      2
#> [2,]      5      4      4      4      5      4      4      5      5      4
#> [3,]      4      5      3      5      6      5      5      6      4      4
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      3      2      3      4      3      3      3      3      3      3
#> [2,]      5      4      4      1      6      5      4      5      7      3
#> [3,]      0      6      7      3      2      7      3      4      5      7
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      3      3      4      2      4      3      4      3      4      2
#> [2,]      5      6      8      2      3      5      5      4      4      2
#> [3,]      2      5      7      2      3      7      5      6      3      2
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      3      3      2      3      3      4      2      4      3      4
#> [2,]      0      4      8      8      4      5      4      5      2      5
#> [3,]      2      2      6      4      4      3      6      4      1      4
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      2      3      3      2      3      3      3      3      3      4
#> [2,]      6      3      7      6      4      4      5      8      4      5
#> [3,]      7      6      4      5      6      6      6      6      6      6
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      3      3      3      3      3      3      3      3      3      4
#> [2,]      7      6      5      3      7      7      5      7      6      5
#> [3,]      6      7      3      5      6      6      5      5      5      7
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      2      2      4      3      4      3      3      3      4      3
#> [2,]      6      4      5      5      5      3      5      3      3      5
#> [3,]      6      4      7      7      8      4      5      7      4      6
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      4      3      3      3      3      3      3      3      3      3
#> [2,]      4      5      4      5      3      3      3      3      5      3
#> [3,]      4      4      4      4      7      5      6      7      6      6
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      3      3      2      3      3      3      4      4      3      2
#> [2,]      4      2      6      4      3      4      3      5      6      1
#> [3,]      5      4      4      9      8      7      6      6      4      4
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      4      3      3      3      3      3      3      3      3      3
#> [2,]      6      3      4      5      7      0      1      0      4      5
#> [3,]      8      5      6      3      6      1      0      1      6      6
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      4      3      3      3      4      4      3      3      4      4
#> [2,]      3      4      5      1      4      5      8      8      8      5
#> [3,]      6      5      5      0      4      5      5      8      4      4
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      3      3      3      4      3      3      2      3      4      3
#> [2,]      6      7      7      7      7      5      6      4      6      5
#> [3,]      6      7      6      5      6      8      4      7      7      7
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      3      3      3      3      3      3      3      3      2      3
#> [2,]      6      5      3      3      3      0      1      3      3      7
#> [3,]      5      4      8      6      3      0      5      3      4      5
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      3      3      3      3      3      3      4      3      5      4
#> [2,]      5      7      4      5      6      5      5      6      7      6
#> [3,]      8      4      5      6      5      5      3      4      3      5
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      3      4      3      3      3      3      4      4      3      2
#> [2,]      2      1      5      5      5      5      7      6      4      4
#> [3,]      7      5      8      3      4      4      4      6      6      5
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      3      4      3      3      3      3      3      3      3      3
#> [2,]      6      6      7      6      6      7      6      6      6      5
#> [3,]      6      6      6      5      4      7      7      5      7      5
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      3      5      2      3      3      3      3      4      4      3
#> [2,]      8      5      6      6      7      7      7      6      6      8
#> [3,]      7      4      6      7      5      4      4      6      9      2
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      3      4      3      4      3      3      3      3      3      3
#> [2,]      0      2      4      8      3      4      6      0      8      6
#> [3,]      0      0      5      4      4      4      5      2      4      6
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      4      3      3      2      3      3      2      4      3      4
#> [2,]      3      0      6      6      5      7      6      5      5      4
#> [3,]      5      0      5      5      6      6      7      6      7      5
#>      [,309] [,310] [,311] [,312]
#> [1,]      3      3      4      3
#> [2,]      3      6      4      4
#> [3,]      5      7      5      3
#> 
#> , , 5
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    3    2    3    4    4    3    3    3    4     3     3     3     4     4
#> [2,]    0    3    4    3    3    7    4    0    2     0     6     1     0     0
#> [3,]    0    2    7    3    7    0    2    1    3     1     2     0     1     0
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     3     3     3     3     4     3     4     3     4     3     3     4
#> [2,]     4     5     5     4     8     5     4     6     5     5     4     5
#> [3,]     0     2     1     5     5     9     4     5     4     1     3     2
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     4     5     3     4     3     4     3     3     3     3     4     3
#> [2,]     6     3     4     7     4     4     5     4     7     5     6     6
#> [3,]     3     3     5     5     4     4     5     5     6     5     6     4
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     3     4     3     4     3     3     3     3     4     3     3     3
#> [2,]     3     6     3     6     5     2     6     7     4     1     5     3
#> [3,]     5     6     7     3     3     5     4     6     6     5     5     4
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     4     4     3     3     3     3     3     3     5     3     4     3
#> [2,]     5     5     6     4     7     6     5     6     6     2     5     3
#> [3,]     3     5     4     4     5     4     6     3     5     5     5     7
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     3     2     3     3     3     3     3     3     2     4     3     3
#> [2,]     5     4     3     6     4     2     7     1     4     2     5     4
#> [3,]     4     2     2     6     7     4     3     3     6     4     3     3
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     3     3     3     3     3     4     3     3     4     4     3     4
#> [2,]     6     3     7     7     7     6     5     1     5     1     4     3
#> [3,]     6     3     7     4     6     7     5     1     5     4     5     5
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     4     4     3     3     4     4     5     2     3     4     3     5
#> [2,]     5     5     5     3     6     6     7     7     4     2     8     3
#> [3,]     7     6     3     2     6     1     4     4     6     1     5     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     2      3      3      3      4      3      3      3      4      5
#> [2,]     7      3      5      2      5      5      5      7      5      7
#> [3,]     5      4      4      6      7      1      8      3      6      9
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      3      4      3      4      2      4      3      3      3      3
#> [2,]      0      0      6      5      3      5      7      3      5      6
#> [3,]      0      0      5      3      7      6      8      8      5      3
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      3      3      3      3      3      3      3      4      4      3
#> [2,]      5      4      4      3      4      4      6      5      4      4
#> [3,]      5      7      3      4      7      6      6      8      5      6
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      3      3      3      3      3      3      4      3      3      4
#> [2,]      5      2      4      2      8      4      4      6      7      3
#> [3,]      1      7      6      3      2      5      5      4      6      7
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      3      3      3      3      4      3      4      3      4      2
#> [2,]      6      7      5      2      2      5      6      4      4      2
#> [3,]      3      5      5      2      2      6      7      6      2      3
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      4      3      3      4      3      3      3      4      4      2
#> [2,]      1      3      5      5      5      4      3      5      1      5
#> [3,]      2      3      7      4      4      4      7      5      1      2
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      3      4      3      3      3      4      3      4      3      5
#> [2,]      5      4      7      5      5      3      5      6      5      5
#> [3,]      8      5      2      5      6      8      6      7      6      6
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      4      4      3      3      4      3      4      3      4      4
#> [2,]      8      4      6      4      7      6      3      8      5      5
#> [3,]      6      9      4      6      6      6      5      5      4      8
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      4      4      3      3      3      2      3      3      3      4
#> [2,]      7      5      4      6      5      3      4      4      4      5
#> [3,]      6      3      7      7      7      3      8      7      4      9
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      3      3      3      3      4      3      3      3      2      3
#> [2,]      4      5      3      5      3      5      4      2      5      3
#> [3,]      5      3      5      5      6      4      5      6      7      6
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      3      4      4      3      3      3      3      4      3      4
#> [2,]      4      1      6      4      5      4      5      6      7      1
#> [3,]      7      3      4      5      5      4      6      7      6      6
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      4      4      3      3      3      3      4      4      4      3
#> [2,]      6      3      5      4      6      0      1      1      3      4
#> [3,]      5      7      6      3      6      1      0      2      8      6
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      3      4      3      3      3      3      4      3      4      3
#> [2,]      3      4      3      2      6      3      5      5      6      5
#> [3,]      6      5      5      0      5      5      6      7      4      4
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      4      3      4      4      4      4      3      4      3      3
#> [2,]      8      6      7      8      8      6      7      5      4      5
#> [3,]      7      8      5      4      6      6      4      7      6      8
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      4      4      4      4      3      3      4      4      4      3
#> [2,]      5      4      2      3      4      0      1      2      3      6
#> [3,]      4      3      7      6      3      1      7      5      7      4
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      4      4      4      3      3      3      3      4      3      3
#> [2,]      4      6      5      5      5      6      4      4      7      4
#> [3,]      5      6      7      5      6      5      4      4      4      6
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      3      3      3      3      3      3      4      3      3      4
#> [2,]      3      1      5      6      6      4      7      6      4      4
#> [3,]      8      4      7      4      4      4      4      6      5      5
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      3      3      3      3      4      3      5      4      4      3
#> [2,]      6      7      7      5      7      6      8      9      8      6
#> [3,]      6      6      5      5      5      6      7      5      8      4
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      4      5      3      3      3      4      4      4      4      2
#> [2,]      6      4      5      5      5      7      5      5      8      6
#> [3,]      6      4      6      7      5      5      4      5      7      2
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      4      4      4      3      4      3      4      3      3      4
#> [2,]      0      1      3      6      2      4      6      0      7      7
#> [3,]      0      0      4      4      4      4      5      2      4      5
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      4      3      3      4      3      3      4      3      3      4
#> [2,]      3      0      5      4      4      6      4      5      6      5
#> [3,]      5      0      5      5      6      6      7      6      6      4
#>      [,309] [,310] [,311] [,312]
#> [1,]      4      3      3      4
#> [2,]      3      6      6      4
#> [3,]      5      6      5      3
#> 
#> 
#> $sigma2_omega
#>            [,1]        [,2]       [,3]        [,4]        [,5]
#> [1,] 0.01335183 0.008416095 0.05523342 0.068701653 0.041572203
#> [2,] 0.25582755 0.025144746 0.01772409 0.003173317 0.008698043
#> [3,] 0.26917874 0.197561784 0.08860093 0.053060481 0.051997323
#> 
#> $s_
#>           [,1]        [,2]       [,3]       [,4]       [,5]
#> [1,] 0.2233472 0.007153471 0.12292103 0.20180087 0.04070999
#> [2,] 0.3149169 0.190659728 0.03413502 0.01461069 0.02618038
#> [3,] 0.2101612 0.246152233 0.06522262 0.04008788 0.06380340
#> 
#> $sigma
#> , , 1
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 1.0155318 1.0161870 0.9131406 1.0282343 0.8983538 0.9890809 0.9610882
#> [2,] 0.9279313 1.0499626 1.0831583 0.9701022 0.9180165 1.1602562 0.9042860
#> [3,] 1.2396078 0.9517243 0.9984560 1.2522100 0.9661914 1.2303924 0.9238509
#>           [,8]      [,9]     [,10]     [,11]     [,12]     [,13]    [,14]
#> [1,] 0.9082674 1.0445222 0.9152165 1.0520128 0.9979815 0.9263547 1.045657
#> [2,] 0.9746909 0.9799178 0.8156980 0.9732018 1.0806850 0.8907626 0.996686
#> [3,] 0.9065060 1.1810935 1.0591395 1.0981648 1.0742322 1.0915263 1.019247
#>          [,15]    [,16]     [,17]     [,18]     [,19]     [,20]     [,21]
#> [1,] 0.9417207 0.882527 1.0052687 0.9853558 0.8955147 0.9393226 1.0564794
#> [2,] 1.0545591 1.122207 1.1366877 1.0374186 1.0155208 1.0521766 0.9342597
#> [3,] 1.0227991 1.082510 0.9631941 1.1844818 1.0282882 1.0795085 1.1127873
#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]    [,28]
#> [1,] 0.9631630 0.9869819 1.0167538 0.9835136 0.8267195 0.9709152 1.100519
#> [2,] 1.1641324 1.0828608 0.9418554 1.0208674 1.0865025 0.9507908 1.192617
#> [3,] 0.9312962 0.9158437 0.8231113 1.1746029 0.9977555 0.9654330 1.132724
#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 0.8164713 1.1390520 0.9492901 0.9539632 1.0400780 1.0044097 1.1003771
#> [2,] 0.8125489 0.9396473 0.8576499 0.9629378 1.0170661 0.8719532 0.8921036
#> [3,] 1.0178913 1.1011202 1.1254764 0.9749217 0.8982934 1.0138119 1.0077488
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 0.9313275 1.1359613 1.0072195 0.9740458 0.9613762 0.9161269 1.0713332
#> [2,] 0.9481243 1.1992005 0.9915796 1.1016172 0.9289143 1.0095953 1.0277035
#> [3,] 0.9929918 0.9199157 1.0914016 1.0719874 1.0253066 1.0168293 0.9170258
#>         [,43]     [,44]     [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 1.006987 0.9775113 0.9318765 0.9223441 1.1120293 0.8801913 0.9413902
#> [2,] 1.209190 0.8693022 0.8815354 1.1490212 0.9703029 0.8886265 0.9285383
#> [3,] 1.040087 0.9651128 0.8799584 0.9969998 1.1254414 1.0393337 1.1228147
#>          [,50]     [,51]     [,52]     [,53]     [,54]    [,55]     [,56]
#> [1,] 1.1651818 0.9460425 0.9619453 1.1139699 0.8997741 1.059032 0.9525017
#> [2,] 0.9943277 1.0012794 1.0791928 0.8959849 1.0161144 1.105352 1.0243721
#> [3,] 0.9235553 1.0694801 0.9418567 0.9310110 0.9159485 1.111601 0.9891126
#>          [,57]     [,58]     [,59]     [,60]     [,61]     [,62]    [,63]
#> [1,] 0.9994790 0.8932077 0.8667217 0.9716676 0.9771409 0.9798709 1.117607
#> [2,] 1.1349122 1.0123425 1.0210750 1.0346765 1.0408363 1.0068190 1.062323
#> [3,] 0.9353291 1.0672869 0.9151499 0.9842215 1.0457130 0.9138017 0.852572
#>         [,64]     [,65]     [,66]    [,67]     [,68]     [,69]     [,70]
#> [1,] 1.080592 0.9821512 1.0324588 1.096399 0.9015015 0.9904442 0.9018883
#> [2,] 1.069746 0.9689162 0.9798881 1.139547 0.8572316 0.9953265 0.8528608
#> [3,] 0.910426 1.3000675 1.1699585 1.110156 0.8073718 1.0880468 0.7892471
#>          [,71]     [,72]    [,73]     [,74]     [,75]     [,76]    [,77]
#> [1,] 1.0806783 0.8688798 1.038708 0.8911975 1.0185585 0.9246306 0.934699
#> [2,] 0.9937672 1.1249118 1.096495 0.9464213 0.9726013 0.9551341 1.078265
#> [3,] 0.9524083 0.9665784 1.132765 1.0747545 1.2206457 1.3746168 1.186634
#>          [,78]     [,79]    [,80]     [,81]    [,82]     [,83]    [,84]
#> [1,] 0.9691839 1.0189566 1.116516 0.9781792 1.012679 1.0598479 1.095015
#> [2,] 1.0582292 0.8433438 1.003579 0.9390842 1.138377 0.8023573 1.175713
#> [3,] 1.0978631 1.0214523 1.004306 1.2290428 1.273695 1.2112650 1.199865
#>          [,85]     [,86]     [,87]     [,88]     [,89]     [,90]     [,91]
#> [1,] 0.9193932 0.9625380 1.1856153 1.0312089 0.9635271 0.8989722 0.9915125
#> [2,] 1.0209653 0.9665884 1.0435918 0.9199249 0.9409258 1.0245828 0.8475812
#> [3,] 1.0271053 1.1093980 0.9604078 0.9847459 0.9976868 1.0279533 0.9899675
#>          [,92]     [,93]     [,94]     [,95]    [,96]     [,97]    [,98]
#> [1,] 1.0098144 1.0243100 0.9779167 0.8303932 0.898673 0.9206211 1.012653
#> [2,] 0.9982555 1.0514433 0.9773009 0.9106327 1.120661 0.9950617 1.098473
#> [3,] 1.2227833 0.7630783 1.0080014 0.9338209 1.022109 1.0446423 0.941367
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]   [,105]
#> [1,] 0.9588292 0.9311101 1.0965901 0.8969752 1.1118459 0.9863562 1.093493
#> [2,] 0.8905560 1.0405838 0.9959174 1.0481794 0.9599555 1.0094167 1.019945
#> [3,] 0.9551938 0.8841555 0.9091555 1.0184515 1.0882097 0.9859841 1.181224
#>        [,106]    [,107]    [,108]   [,109]    [,110]    [,111]    [,112]
#> [1,] 1.075127 0.9243295 1.1738490 1.050294 0.9094160 1.1030496 0.9427903
#> [2,] 1.076493 1.0484688 1.0338304 1.037075 0.9563141 0.9988369 0.9984954
#> [3,] 1.023894 1.0227866 0.9951821 1.027116 1.0080601 1.0564427 1.0246705
#>         [,113]    [,114]    [,115]    [,116]    [,117]    [,118]    [,119]
#> [1,] 0.9988016 1.0388345 1.1626155 0.9379693 0.9505588 1.0088854 1.0284566
#> [2,] 1.0927935 1.1045934 0.9278251 1.1477485 0.9926348 0.9674183 1.0180454
#> [3,] 0.9416812 0.9538601 1.0427763 0.8997905 0.8523981 1.0077009 0.9273817
#>         [,120]    [,121]    [,122]    [,123]    [,124]    [,125]    [,126]
#> [1,] 0.9687022 0.9853274 0.9863980 1.0851923 0.9477388 0.9505152 0.9190431
#> [2,] 1.0165658 1.1707675 0.8924753 1.1008504 0.8633786 1.0779422 0.9662016
#> [3,] 0.8695515 1.2021462 0.9755633 0.9673234 0.9252786 0.8719810 0.9249797
#>         [,127]    [,128]    [,129]    [,130]    [,131]   [,132]    [,133]
#> [1,] 0.9366692 0.9822783 0.8922015 1.0195185 0.9989412 1.075702 0.8608258
#> [2,] 1.0024884 0.9240043 1.0002111 0.8147297 0.9238252 1.155216 0.9790750
#> [3,] 0.8848297 0.8832102 1.0252841 0.9513530 1.1704855 1.020958 1.0648800
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 0.9766881 0.9443523 1.1372728 0.9144662 0.9837867 1.0950903 0.9696596
#> [2,] 1.0616026 1.0746527 0.9508487 1.0530425 1.0149833 0.8482848 1.0307529
#> [3,] 1.1593687 1.0146322 0.8982435 0.9211590 0.9346167 0.8770369 1.0331812
#>         [,141]    [,142]    [,143]    [,144]    [,145]   [,146]    [,147]
#> [1,] 0.9201472 0.9096047 0.9457882 0.9862003 1.0266129 1.036582 0.9750267
#> [2,] 1.0010114 0.9025407 1.0297328 0.8837985 0.8277919 1.158997 1.0025191
#> [3,] 0.9629233 0.9070337 0.9218557 1.0409253 0.9077839 1.012195 1.0059402
#>        [,148]    [,149]    [,150]    [,151]    [,152]   [,153]    [,154]
#> [1,] 1.000000 1.1415767 0.9573045 1.1159114 0.9359753 1.108636 1.0017135
#> [2,] 1.187544 0.9367515 0.9791553 0.9110727 0.9375325 1.099843 0.9248715
#> [3,] 1.195361 0.8546569 0.9874029 1.0367931 1.0856105 1.075156 1.0046933
#>         [,155]    [,156]    [,157]    [,158]    [,159]   [,160]    [,161]
#> [1,] 0.9325859 1.0825701 0.9386346 1.0530946 1.0377064 1.016104 0.9405206
#> [2,] 0.9360637 1.2333218 1.0490756 0.8954729 0.8875198 1.166200 0.9391534
#> [3,] 1.1428001 0.9718208 0.9748478 0.9368784 1.0714873 1.128044 1.3668982
#>         [,162]   [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 0.9014357 0.903147 1.0221760 1.0845801 1.0045502 1.0686214 1.0972351
#> [2,] 1.0095884 1.077913 0.9522234 0.9568199 0.9359351 0.9913551 0.9987291
#> [3,] 0.9368805 1.267220 0.9443029 0.9744767 1.0174402 0.8724720 1.0438129
#>         [,169]    [,170]    [,171]    [,172]    [,173]    [,174]    [,175]
#> [1,] 1.2734862 1.0726796 0.9229553 1.0128948 1.1529318 0.9130539 1.1124618
#> [2,] 1.2010649 0.7661316 0.9331546 0.9963015 0.9697463 1.0547033 1.0811612
#> [3,] 0.9325379 1.0092833 0.8274986 0.9097988 0.9800840 0.9966639 0.9383067
#>         [,176]   [,177]    [,178]   [,179]    [,180]    [,181]    [,182]
#> [1,] 1.0128875 1.083735 1.0091734 1.070076 1.0199126 0.9960553 1.0153305
#> [2,] 0.9605846 1.001511 1.0262196 1.098791 0.8771615 1.1673220 0.9072463
#> [3,] 1.1677770 1.170483 0.8353261 1.180242 1.1072133 1.2611776 1.2021984
#>        [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 1.149962 0.9358755 0.9811046 1.0112887 0.9734973 1.0877037 1.0375213
#> [2,] 1.086141 0.9425360 1.1626012 0.9910092 1.0894514 0.8592253 1.0782308
#> [3,] 1.017800 1.0171553 1.1750433 1.0991803 1.1359476 0.9150705 0.8339708
#>         [,190]    [,191]   [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 1.0367777 0.9524486 1.083403 0.9645729 0.9487606 1.2267527 1.0586885
#> [2,] 0.9333728 1.2409874 1.022789 0.9872729 1.0677396 0.8238638 0.9511445
#> [3,] 0.9945737 1.0147825 1.012777 0.9935004 1.2461208 0.9303549 1.0522532
#>        [,197]    [,198]   [,199]    [,200]   [,201]    [,202]    [,203]
#> [1,] 1.086954 1.0111102 0.954860 1.0605308 1.043523 0.9417495 0.9703737
#> [2,] 1.180086 0.9666766 0.818872 1.0760282 1.135418 0.9525292 0.9604484
#> [3,] 1.088104 1.0804699 1.071822 0.9574945 1.092615 0.9671121 1.0022097
#>         [,204]    [,205]    [,206]   [,207]    [,208]    [,209]    [,210]
#> [1,] 0.9313012 1.0352953 0.9651647 1.086124 0.9779303 0.8752335 1.0956153
#> [2,] 0.9925643 0.9325784 1.1786012 1.040754 1.1954642 1.1257796 0.9665102
#> [3,] 0.9600778 1.0081863 1.1434894 1.081962 1.0040267 0.9582220 1.2785815
#>         [,211]    [,212]   [,213]   [,214]    [,215]    [,216]    [,217]
#> [1,] 1.0228459 1.0029779 1.016561 1.037240 0.9751717 0.9780727 0.9535968
#> [2,] 0.8341147 0.9492179 1.028456 1.026190 0.9840688 1.1502039 0.9304122
#> [3,] 1.2318881 1.0672174 1.050393 1.072957 1.1106946 1.0851221 0.9406619
#>         [,218]   [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 0.8974483 1.084297 0.9953251 0.9166324 1.0940018 1.1003259 0.9929670
#> [2,] 1.0316792 1.105864 0.7989907 1.0781416 0.9618758 1.0084995 1.1237196
#> [3,] 1.0252026 1.139157 0.9092336 0.9769075 0.9428615 0.9513091 0.8975704
#>         [,225]   [,226]    [,227]    [,228]    [,229]    [,230]   [,231]
#> [1,] 1.0091077 0.964275 1.0412104 1.0747915 0.8787996 1.1630496 1.014470
#> [2,] 1.0910025 0.987149 0.9742968 1.0796039 1.0917807 1.0143602 1.159889
#> [3,] 0.8226061 1.053006 0.9289167 0.9605787 0.8159655 0.9399192 1.022068
#>        [,232]    [,233]    [,234]    [,235]   [,236]    [,237]    [,238]
#> [1,] 1.022352 0.9958182 0.9242937 1.0263255 1.123846 0.9456277 0.9856474
#> [2,] 1.027709 0.9694618 0.9134663 0.8795203 1.083932 0.8004025 1.0568398
#> [3,] 1.042633 1.0323148 0.9229381 1.0171660 1.059785 1.1177867 1.0251512
#>         [,239]    [,240]    [,241]   [,242]    [,243]   [,244]    [,245]
#> [1,] 1.0194396 1.1121867 1.0711466 1.000299 1.0037429 1.145703 0.9522465
#> [2,] 1.0423079 0.9162384 1.0348399 1.084564 0.8303156 1.066171 1.1888894
#> [3,] 0.9079411 0.9064030 0.9879669 1.413852 0.9474683 1.074948 1.0471337
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]    [,252]
#> [1,] 1.0091347 0.9645075 1.0925398 1.0310404 0.9822098 1.0513000 0.9218240
#> [2,] 1.0808738 0.9106934 0.9444342 0.9891988 1.0467949 1.0419761 1.1150900
#> [3,] 0.8855122 1.0221130 1.0387899 0.9656174 0.7756654 0.9724788 0.8983111
#>         [,253]   [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 0.9318768 1.013474 1.0153345 0.9533903 0.8713098 0.9595099 1.0214187
#> [2,] 0.9968699 1.170103 0.9008574 0.9723076 0.9391865 0.9734179 1.0209706
#> [3,] 0.9452396 1.151458 1.3134048 0.9405881 1.0620540 1.1963736 0.8712721
#>         [,260]    [,261]    [,262]    [,263]    [,264]   [,265]    [,266]
#> [1,] 1.1186330 0.9123283 0.9923800 0.9626258 1.1513114 1.039600 1.0475836
#> [2,] 1.0574296 0.8734093 0.9445012 0.9895334 0.9496466 1.032595 0.9543643
#> [3,] 0.8708731 0.9025685 0.8904156 0.9382512 1.2432210 1.132843 0.8900799
#>         [,267]    [,268]    [,269]    [,270]   [,271]    [,272]    [,273]
#> [1,] 1.2223309 1.1129537 0.8923512 0.9836539 1.179787 1.0369036 0.9371129
#> [2,] 0.8285129 1.1855506 0.9260059 1.0292254 1.078099 0.9901637 1.0836008
#> [3,] 0.9179737 0.9582281 0.8610792 0.9833153 1.083558 0.9551367 1.0254257
#>         [,274]    [,275]    [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 0.9489711 1.0373509 0.9219645 0.9500665 0.9967239 0.9445480 1.0774553
#> [2,] 0.8862996 1.0723103 0.9348941 0.8879161 1.0135022 1.1445566 0.8800208
#> [3,] 1.0184672 0.9333761 1.1121895 1.2124185 0.9871384 0.9249666 0.8706061
#>         [,281]    [,282]    [,283]   [,284]    [,285]    [,286]    [,287]
#> [1,] 1.0795740 0.9375903 1.1790023 1.043258 0.9571837 0.9305811 0.8948467
#> [2,] 0.9245947 0.9673416 0.9708511 1.113551 0.9798635 1.0311767 1.0408414
#> [3,] 0.9492095 0.9247453 1.0431947 1.130075 1.0022970 1.0365325 1.0585992
#>         [,288]    [,289]    [,290]   [,291]    [,292]    [,293]    [,294]
#> [1,] 1.1398717 0.9898623 1.1654384 1.150142 0.9820405 0.9184868 0.9847380
#> [2,] 0.8004674 1.3792137 0.9567626 1.156661 0.9500298 0.9280091 0.8991771
#> [3,] 1.2061237 1.0644001 0.9367309 1.118097 1.0455293 0.9152176 1.0748123
#>        [,295]    [,296]    [,297]    [,298]   [,299]    [,300]    [,301]
#> [1,] 1.065194 1.0707798 1.0943852 0.9993995 1.012703 1.0510071 1.0334397
#> [2,] 1.107246 0.9111713 0.9647385 1.1258353 0.947189 0.9701486 0.9929767
#> [3,] 1.160327 1.0906138 1.1038912 0.8435255 1.011169 1.0318945 1.0777126
#>         [,302]    [,303]    [,304]   [,305]    [,306]    [,307]    [,308]
#> [1,] 1.0826580 0.9800923 0.9921128 1.068287 1.0372395 0.9326839 1.0513433
#> [2,] 0.9059036 1.1064888 0.9895087 1.063144 0.8355565 1.0256463 0.9415262
#> [3,] 1.0862142 1.0344104 0.9743987 1.230548 1.0429507 0.8445421 0.9217777
#>        [,309]    [,310]    [,311]   [,312]
#> [1,] 1.091099 0.8831160 1.0022752 1.120667
#> [2,] 1.262565 1.1013101 0.8468807 1.016689
#> [3,] 1.009198 0.9095755 0.9045682 0.995208
#> 
#> , , 2
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#> [1,] 0.9712523 0.9061561 0.8954604 0.9962874 0.9641699 0.9669261 1.0516735
#> [2,] 0.9882131 1.0410723 0.9455125 0.9482192 1.0941627 1.0073207 0.9509653
#> [3,] 1.0131590 0.9272408 0.9428487 1.0074595 1.0927488 0.9564823 1.0147266
#>           [,8]      [,9]     [,10]    [,11]    [,12]     [,13]    [,14]
#> [1,] 0.9948651 0.9280292 1.0216959 1.023137 1.056593 0.8051477 1.080045
#> [2,] 1.0120413 1.0789144 0.8964242 1.016515 1.000138 1.0089089 1.114608
#> [3,] 1.0489124 1.0045681 1.0380596 1.025265 1.028571 1.0874120 1.049461
#>          [,15]     [,16]    [,17]    [,18]     [,19]     [,20]     [,21]
#> [1,] 1.0293095 0.8968719 1.206640 0.943011 0.9759854 0.9765445 1.1288578
#> [2,] 0.9015824 0.9104050 1.005381 1.066414 1.1004413 1.0229783 0.9879206
#> [3,] 0.9577823 1.0146565 0.963615 0.995165 0.9612041 1.0297370 1.0337477
#>         [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 1.043026 1.0155593 0.9802413 0.9855354 0.9873738 1.0109315 0.8426376
#> [2,] 1.055931 0.9791413 0.9378868 1.0085964 0.9694395 0.9171944 1.0760941
#> [3,] 1.047432 0.9862811 1.0650266 0.9981863 1.0900253 1.0412006 1.0062156
#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]    [,35]
#> [1,] 0.9629937 1.0782056 0.9952259 0.9691885 1.0153365 0.9424819 1.017513
#> [2,] 0.9822496 0.9732328 0.9349354 0.9359139 0.9774033 1.0341274 1.024625
#> [3,] 0.9385417 0.9257584 1.0783278 1.0219346 1.0225222 1.0000432 0.915978
#>          [,36]    [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 0.9332648 1.025160 0.9764627 0.9488917 1.0765764 0.8507513 1.0969040
#> [2,] 1.0055190 1.006841 0.9570223 0.9721392 0.9567899 1.1599991 0.9716244
#> [3,] 1.0133390 1.030364 0.9678112 1.0225924 1.0391238 0.8603679 0.8706657
#>          [,43]     [,44]     [,45]    [,46]     [,47]     [,48]     [,49]
#> [1,] 1.0573845 1.0180200 1.1053704 1.041652 1.0223159 1.0495306 0.9033001
#> [2,] 0.9880852 0.9440367 0.9827796 1.055946 0.9856624 0.9332528 1.0138206
#> [3,] 0.9536263 0.9324637 0.9703001 0.969907 1.0372269 1.0205826 0.9621857
#>         [,50]     [,51]     [,52]     [,53]     [,54]     [,55]    [,56]
#> [1,] 0.943665 0.9911373 0.9744299 0.9717320 1.0419932 1.0320773 1.001146
#> [2,] 1.096943 0.9746732 0.8361012 0.9840772 0.9413466 1.0056157 1.114321
#> [3,] 1.009430 0.9689146 0.9867781 0.8800341 0.9466461 0.8532742 1.001411
#>          [,57]     [,58]     [,59]     [,60]     [,61]     [,62]     [,63]
#> [1,] 0.9363714 0.8654029 1.0891686 0.8913796 1.0873528 0.9822951 0.8840215
#> [2,] 0.9796989 1.0713486 0.9588956 0.9032379 1.0339187 1.0440927 0.9472557
#> [3,] 0.9797203 1.1316774 0.9769918 1.0636388 0.9194633 0.9265252 0.9853858
#>         [,64]     [,65]     [,66]    [,67]     [,68]     [,69]     [,70]
#> [1,] 1.105889 0.9730412 0.9304733 1.032976 0.9184346 1.1167922 0.9758411
#> [2,] 1.026201 0.9990623 0.9765197 1.101155 1.0928109 0.9442036 1.1641668
#> [3,] 1.102679 0.9660606 0.9872665 1.132609 1.0453858 0.9556729 1.0346857
#>          [,71]     [,72]     [,73]     [,74]    [,75]    [,76]     [,77]
#> [1,] 0.9047286 0.9142685 0.9726282 1.0584740 1.017667 1.016111 0.9382880
#> [2,] 0.9566631 0.9894334 0.8835688 0.9829352 1.014118 1.010888 0.8968004
#> [3,] 1.1965535 0.9566811 1.0319000 1.0216924 1.064818 0.872752 0.9320988
#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
#> [1,] 1.1037641 1.0181623 0.9649016 1.1018569 1.1133945 0.9430021 1.0315792
#> [2,] 0.8856003 0.8969460 1.0569870 0.9829458 0.9953215 0.9051960 1.0200347
#> [3,] 0.9294177 0.9624341 0.9855468 1.0084895 1.0950034 0.9323960 0.8222942
#>          [,85]    [,86]     [,87]    [,88]     [,89]     [,90]     [,91]
#> [1,] 0.8676826 1.006896 1.0734278 1.010381 0.9982580 1.1236217 0.9088117
#> [2,] 1.0583952 0.971348 0.9397097 1.082748 0.9684312 0.9482844 0.9970040
#> [3,] 1.0399520 1.035517 1.0579047 1.043753 1.0668777 1.0131781 0.9819433
#>          [,92]    [,93]    [,94]     [,95]     [,96]     [,97]     [,98]
#> [1,] 0.9816599 0.877380 1.093705 0.9598872 0.9848213 1.0186168 0.9673511
#> [2,] 0.9493002 1.106207 1.112631 0.8865453 0.9742828 0.9550578 0.9829513
#> [3,] 1.0279845 1.063528 1.039739 1.0317546 0.9410520 0.9999141 1.0726820
#>          [,99]    [,100]    [,101]    [,102]   [,103]    [,104]    [,105]
#> [1,] 0.9438939 0.9782238 0.9486095 0.9405322 1.039907 0.9571438 1.0514132
#> [2,] 0.9567745 1.0751304 1.0374796 1.2063559 1.028114 0.9567333 1.1287950
#> [3,] 1.0350480 0.9536952 1.0217851 0.9800210 1.023772 0.9469828 0.9881227
#>        [,106]   [,107]    [,108]    [,109]    [,110]    [,111]    [,112]
#> [1,] 1.117209 1.048324 1.0304068 0.9904136 1.0109307 1.0125065 1.0715114
#> [2,] 0.920779 1.099412 0.8258339 0.9787030 1.0701495 0.9899555 1.0755258
#> [3,] 1.001805 1.078961 1.0663887 1.0286201 0.9761453 0.9803874 0.9118179
#>         [,113]    [,114]    [,115]   [,116]   [,117]    [,118]    [,119]
#> [1,] 1.0151559 1.0064010 0.9932358 1.023530 1.049924 1.0223821 0.9315188
#> [2,] 1.0876626 0.8798523 0.9468808 1.099945 1.101924 0.9274996 0.9968363
#> [3,] 0.9569931 0.9894634 0.9868300 1.007581 1.022409 0.9701707 1.0534083
#>         [,120]    [,121]    [,122]    [,123]   [,124]    [,125]    [,126]
#> [1,] 1.0371559 1.0162773 0.9828369 1.0015345 1.025117 0.9060925 0.9744485
#> [2,] 0.9934826 0.9530911 1.1700242 1.0019720 1.043577 1.1026632 1.0115450
#> [3,] 0.9371304 0.9570204 1.0280335 0.9082066 1.080443 1.1163697 0.9932485
#>         [,127]    [,128]   [,129]    [,130]   [,131]    [,132]    [,133]
#> [1,] 0.9423363 0.9795117 1.036060 0.8527999 1.003870 1.0074149 1.0296414
#> [2,] 1.1122862 0.8675738 1.084637 0.9877336 1.098871 0.9925694 0.9567425
#> [3,] 1.0607224 1.0442790 1.021757 0.9983275 1.000590 0.9744671 1.0263789
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 0.9244112 1.0774933 1.1002656 0.8970472 0.9503129 0.9605761 1.0619947
#> [2,] 1.0475990 0.9572611 0.8453161 1.0668497 0.9974697 0.8960552 1.0421286
#> [3,] 0.9933726 1.0003451 1.0174032 1.0549099 0.9678263 0.9859244 0.9258629
#>         [,141]   [,142]    [,143]    [,144]    [,145]   [,146]    [,147]
#> [1,] 1.0202130 1.095815 0.9745703 0.9487685 1.0003290 1.057469 0.8956396
#> [2,] 1.0665088 1.086394 1.0318586 0.9378144 0.8763688 1.110967 0.9141477
#> [3,] 0.8936671 1.013594 1.1055101 1.0641213 1.0581753 1.023581 1.0457489
#>         [,148]    [,149]    [,150]   [,151]    [,152]   [,153]    [,154]
#> [1,] 0.9565949 0.9499874 1.0328416 1.145373 0.9691798 1.050950 1.0919999
#> [2,] 1.0199399 1.0324019 1.0750727 1.016254 0.9177775 1.126550 0.8982845
#> [3,] 0.9689823 1.0302426 0.9970922 1.010533 0.9880923 1.057651 1.0982679
#>        [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 1.094366 1.0427585 0.9349010 1.1098070 1.0768733 0.9921440 0.9362071
#> [2,] 1.072817 0.8693798 1.1475656 1.0200355 1.0896146 0.9292146 1.0803868
#> [3,] 1.022316 1.0524119 0.9510536 0.9244705 0.9525899 0.9767505 0.9261742
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 1.0224101 0.9669480 1.0630387 0.9584928 1.0619056 1.0766383 1.0498335
#> [2,] 0.8804817 0.9711427 0.9041577 0.9808884 0.9536335 0.9855658 0.9945412
#> [3,] 0.9344741 1.0650442 1.0337195 0.9570957 1.0065823 0.9712771 0.9709515
#>        [,169]   [,170]    [,171]    [,172]   [,173]    [,174]    [,175]
#> [1,] 1.084261 1.171832 1.0793689 0.9954668 1.038712 0.9112357 0.9760736
#> [2,] 0.973611 1.016704 0.9089121 0.9479540 1.059679 0.9887424 1.0994557
#> [3,] 1.053534 1.002251 0.9486689 1.0278538 1.015059 0.9906233 1.0997768
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
#> [1,] 1.0376109 0.9093416 1.0299978 0.9499506 0.8957201 0.9747828 1.1472545
#> [2,] 0.9683767 1.1134394 0.9558443 0.9075816 0.9248858 0.9747844 0.9810524
#> [3,] 0.9290069 1.0257894 1.0466227 1.0746969 0.9836824 0.9692298 0.9996480
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 0.9296149 0.9896683 0.9884771 0.9939965 0.9468020 0.9226175 1.0708672
#> [2,] 1.0043303 1.0079958 1.0814271 1.1861524 0.9573717 0.9382497 0.8293509
#> [3,] 0.9620760 1.0465587 1.0043968 1.0338558 0.9940650 0.9880707 0.9813026
#>        [,190]    [,191]    [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 1.062805 1.0634412 0.9731443 0.9230950 0.9818221 1.0646101 1.1570867
#> [2,] 1.056311 1.1114362 1.0261914 0.9303494 1.0635141 0.9617808 0.9255385
#> [3,] 1.009371 0.9419061 0.9719267 1.0201419 0.9334620 1.0774407 0.9225122
#>         [,197]    [,198]   [,199]    [,200]    [,201]    [,202]    [,203]
#> [1,] 0.9995862 0.9459814 0.901626 1.1191171 1.0021807 0.9585776 1.0281072
#> [2,] 1.0524962 1.1003296 1.064188 1.0351736 0.8841668 0.9931152 0.9476288
#> [3,] 1.0628276 0.9466797 1.016481 0.9813102 1.1431481 1.0510728 0.9625942
#>         [,204]    [,205]    [,206]   [,207]   [,208]    [,209]    [,210]
#> [1,] 1.0531732 0.9281023 1.1012022 1.075284 1.073802 0.9314633 0.9261637
#> [2,] 1.0146003 0.8959323 1.0071890 1.114164 1.057266 1.0133188 1.0411864
#> [3,] 0.9895368 1.0130339 0.9031706 1.005911 1.000373 0.9700087 1.0126576
#>        [,211]    [,212]    [,213]   [,214]    [,215]   [,216]    [,217]
#> [1,] 1.001335 0.9329457 0.9669724 1.226486 0.9151061 1.040105 0.9880785
#> [2,] 1.047724 1.0943697 0.8919212 1.033028 0.9543809 1.077839 1.0208693
#> [3,] 1.084306 0.9249746 1.0492359 1.004010 1.0454355 1.030373 0.9481786
#>         [,218]    [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 0.9251587 1.0828917 0.9713374 1.0170723 1.0097502 0.9879636 1.1058966
#> [2,] 0.9072853 0.9665959 1.0734105 1.0156129 0.9953714 1.0468432 0.9615937
#> [3,] 1.0002855 1.1796906 1.0213343 0.9154231 1.1328154 1.0335691 0.9620951
#>         [,225]    [,226]    [,227]    [,228]   [,229]    [,230]    [,231]
#> [1,] 1.1056932 0.9191271 0.9386503 1.1702955 1.118888 0.9259392 1.1905457
#> [2,] 0.9819057 0.7928851 1.0261737 0.9968765 1.025844 1.0263461 0.9847478
#> [3,] 0.9723278 1.0225287 1.0159048 1.0191786 1.099926 1.0153507 1.0061333
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 1.0476227 1.0069674 1.0619276 1.0225005 1.0114955 0.9367644 0.9628642
#> [2,] 1.0493237 0.9655627 0.8903993 1.0937047 0.8884663 1.0373588 0.9857586
#> [3,] 0.9484816 1.0631603 0.8980732 0.8819584 0.9854577 0.9837484 0.9578065
#>         [,239]   [,240]    [,241]    [,242]   [,243]    [,244]    [,245]
#> [1,] 1.0302600 1.083966 1.0043756 0.9864127 0.877335 0.9882591 0.9861921
#> [2,] 1.0377409 1.025994 1.1176622 0.9347534 1.114884 0.8870427 0.9533536
#> [3,] 0.8924571 1.020986 0.9788952 1.0062672 1.085575 1.0847331 1.0146790
#>         [,246]    [,247]    [,248]    [,249]   [,250]    [,251]    [,252]
#> [1,] 1.0520747 0.9701551 1.0618603 1.0732874 1.084793 0.9714374 0.9391861
#> [2,] 0.9827573 1.0836108 0.9434505 0.9786315 1.083128 1.0157683 1.0250133
#> [3,] 1.0028526 1.0076849 1.0350224 0.9828035 1.059838 1.1029148 1.0581710
#>         [,253]    [,254]    [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 0.9032070 1.0688663 0.9508246 0.9379472 1.0241971 0.9244501 1.0040773
#> [2,] 1.0608766 1.0030359 0.8793997 1.0186191 1.0141161 0.9852532 1.0061718
#> [3,] 0.9571236 0.9825329 0.9504151 1.0081588 0.9726402 1.0495204 0.9903255
#>         [,260]    [,261]   [,262]    [,263]    [,264]    [,265]    [,266]
#> [1,] 1.0550341 0.9794858 1.025649 0.8856049 1.0892788 0.9498972 0.9389775
#> [2,] 0.9031612 0.9691528 1.129451 0.9890547 1.1158078 1.1558003 1.0735586
#> [3,] 0.9600733 1.0749496 1.056695 1.0015244 0.9364216 0.9080351 1.0320950
#>         [,267]    [,268]    [,269]    [,270]   [,271]    [,272]    [,273]
#> [1,] 1.0528737 0.9331801 0.8525257 0.8847044 0.960277 1.1229693 0.9959654
#> [2,] 1.0428993 0.9973635 1.0873330 0.9957311 1.117475 1.0041121 0.9301128
#> [3,] 0.9672178 1.0237266 1.0160305 1.0592265 1.052308 0.9447346 0.8999119
#>         [,274]    [,275]    [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 0.9485612 0.9849475 0.9541148 1.0579103 1.0252253 1.0271606 1.0994526
#> [2,] 0.9909459 1.0171897 1.1376455 0.9611457 1.0063091 1.0745578 1.0355778
#> [3,] 0.9736814 0.9717956 0.9022508 0.9255332 0.9942256 0.9700362 0.9019261
#>         [,281]    [,282]    [,283]    [,284]    [,285]    [,286]    [,287]
#> [1,] 0.9279563 0.9910628 0.9510386 1.1330314 0.9100122 1.0253216 0.9541426
#> [2,] 1.1386619 0.9260577 0.9722385 1.0639313 0.9837844 1.0531197 0.9970194
#> [3,] 1.0228298 1.0917414 0.9282415 0.8763055 0.9896770 0.9845086 1.0651971
#>         [,288]    [,289]   [,290]   [,291]    [,292]    [,293]   [,294]
#> [1,] 1.0498121 0.9719672 0.948371 1.032627 1.0220397 1.0584779 1.146704
#> [2,] 0.9722969 0.9889879 1.175301 1.016976 0.9820892 0.8729745 1.047545
#> [3,] 1.0742558 1.1020963 1.040264 1.097129 1.1059117 0.9694019 1.131989
#>        [,295]    [,296]    [,297]    [,298]   [,299]    [,300]    [,301]
#> [1,] 0.991544 0.9591614 1.1606755 0.9909438 1.100505 1.0314447 0.9750910
#> [2,] 1.024742 0.9129980 0.8762888 1.0016128 1.090617 1.1462795 0.9443280
#> [3,] 1.069706 1.0878292 0.9907895 1.0701317 1.018092 0.9580183 0.9311181
#>         [,302]   [,303]    [,304]    [,305]   [,306]    [,307]   [,308]
#> [1,] 1.0839728 1.008718 0.9715174 1.0011447 1.016768 0.8450257 1.012479
#> [2,] 0.9027189 1.052479 1.0093229 0.9842103 1.085769 1.0267070 1.078970
#> [3,] 0.9431742 1.061082 0.9337414 1.0228630 1.052947 0.9732161 0.983668
#>         [,309]    [,310]    [,311]    [,312]
#> [1,] 0.9045348 1.0749903 1.0320390 0.9146887
#> [2,] 1.0059781 1.0449708 0.9740190 0.9061976
#> [3,] 1.0351691 0.9068486 0.9845038 0.9495071
#> 
#> , , 3
#> 
#>           [,1]      [,2]      [,3]      [,4]      [,5]     [,6]      [,7]
#> [1,] 0.9874563 0.9640361 1.1343515 1.1374142 0.9636328 1.004716 0.9586017
#> [2,] 0.9502776 1.0374727 0.9826266 1.0417879 1.0789331 0.949696 0.8980014
#> [3,] 0.9416022 0.9514814 0.9951386 0.8796131 0.9257326 1.051378 1.0003352
#>           [,8]      [,9]     [,10]    [,11]     [,12]     [,13]     [,14]
#> [1,] 1.0277205 0.9432589 0.9305739 1.030776 0.9261282 0.8371519 1.0549132
#> [2,] 1.0987780 0.8753742 1.0301195 1.071582 0.9506042 1.0473449 0.9386648
#> [3,] 0.9344188 0.9442153 1.0421050 1.158471 1.0729571 1.0514176 0.9689344
#>          [,15]    [,16]     [,17]     [,18]    [,19]     [,20]     [,21]
#> [1,] 0.9966220 1.096091 0.9466842 1.0443545 1.005223 0.9538572 0.9965563
#> [2,] 1.1363997 1.023907 0.9191528 0.9850815 1.126188 0.9306054 0.8407667
#> [3,] 0.8510153 1.032480 1.1250077 0.9655405 0.783292 0.9317705 0.9257161
#>          [,22]     [,23]    [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 1.0333167 1.0718408 1.079278 1.0064808 0.9273043 0.9437661 0.9457132
#> [2,] 0.9949957 0.9822982 1.013165 0.9371996 0.9347976 0.9891124 0.9088666
#> [3,] 1.0698820 0.9830261 1.046859 1.1856448 1.1286440 1.1751744 0.8131035
#>          [,29]     [,30]     [,31]     [,32]     [,33]     [,34]     [,35]
#> [1,] 0.9148007 1.0664702 1.0903071 1.0356469 0.9706747 1.1417694 1.0600826
#> [2,] 0.8967214 1.0142839 0.9711252 1.0635099 0.9141080 0.9603585 0.9015397
#> [3,] 0.9861218 0.9108886 1.2540755 0.9411937 0.8865299 1.2526060 1.0070050
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 1.1031563 1.0820799 0.8866085 1.0550430 1.0490346 0.8987513 0.9381816
#> [2,] 1.0071829 0.9982488 0.9813342 0.9667223 0.9540296 0.9167081 1.0821041
#> [3,] 0.9317445 1.2643593 1.1032043 0.9822552 0.9051437 0.9827526 0.8323483
#>         [,43]     [,44]     [,45]     [,46]     [,47]     [,48]     [,49]
#> [1,] 0.931633 0.9933487 1.0575875 1.0813565 0.9816415 0.9077643 0.9814276
#> [2,] 1.047627 1.0136323 0.9839081 0.9977171 0.8923466 1.0972018 0.9957438
#> [3,] 1.100801 1.0151157 1.0516396 1.0945312 0.9491379 1.1714695 0.9907769
#>          [,50]     [,51]     [,52]     [,53]    [,54]     [,55]     [,56]
#> [1,] 0.9425347 1.0120245 0.9733779 1.0886926 1.105388 1.0875118 1.0173924
#> [2,] 0.9465829 0.9894415 1.0690341 0.9748717 1.064444 0.9521807 0.9633406
#> [3,] 1.1062668 0.9869695 1.0867926 0.8868313 1.108533 0.9274060 0.8851801
#>          [,57]    [,58]     [,59]     [,60]     [,61]    [,62]     [,63]
#> [1,] 0.9896799 0.963174 0.9882253 0.8901705 0.9571063 1.010780 1.1183669
#> [2,] 0.8733305 1.087907 0.9926049 1.1145976 0.9400394 1.068025 0.9964854
#> [3,] 0.9539650 1.064348 1.1567791 0.9749825 1.1917752 1.071027 0.9157512
#>          [,64]    [,65]     [,66]     [,67]     [,68]    [,69]     [,70]
#> [1,] 0.9400663 1.083739 1.0587197 0.9678715 0.8869553 1.033560 0.9403551
#> [2,] 1.0117402 1.093167 1.0312849 0.9050430 1.0879680 1.001565 1.1043377
#> [3,] 0.9242494 1.168180 0.9903761 0.9066757 0.9779620 1.030799 1.1888684
#>          [,71]     [,72]     [,73]     [,74]     [,75]     [,76]     [,77]
#> [1,] 0.9726320 1.0113665 0.9417175 0.9421559 1.0769540 1.1176289 1.1519224
#> [2,] 0.9859261 0.9277191 0.8401990 1.1043947 1.0581832 1.0636459 1.0390629
#> [3,] 0.9985985 0.8813248 1.0142877 0.9856968 0.9012863 0.9853275 0.8010078
#>          [,78]    [,79]     [,80]    [,81]     [,82]     [,83]     [,84]
#> [1,] 0.9650034 1.117506 1.0184778 1.085130 0.9234473 0.9411720 0.9805946
#> [2,] 0.9668159 1.024205 0.8984687 1.116570 1.0123182 1.0066291 0.9124747
#> [3,] 1.0021237 1.154850 1.0164586 1.032319 1.1532502 0.9925349 0.9202359
#>          [,85]     [,86]    [,87]     [,88]     [,89]    [,90]     [,91]
#> [1,] 1.0567204 1.0074777 1.093273 1.0650183 1.0980797 1.023984 0.8686965
#> [2,] 0.9484143 1.0306362 0.998079 1.0506996 0.9662009 1.026408 1.2181139
#> [3,] 0.8912621 0.9018777 1.127286 0.9523443 0.9554027 1.032432 1.0698163
#>         [,92]     [,93]     [,94]     [,95]     [,96]     [,97]    [,98]
#> [1,] 1.020250 0.8763102 0.9232926 0.9500373 1.0829233 0.9445784 0.960118
#> [2,] 1.051629 1.0425518 0.9270796 0.9559823 0.9889684 1.0184235 0.961767
#> [3,] 1.130354 0.9177880 1.0685627 0.8883246 1.0811446 0.9233054 1.155366
#>          [,99]    [,100]    [,101]    [,102]   [,103]    [,104]    [,105]
#> [1,] 1.0301052 1.0563745 0.9909173 1.0525044 1.102069 0.9284753 1.0772612
#> [2,] 0.9676241 1.0024076 0.9797419 1.0530032 1.103945 0.9488077 0.9399382
#> [3,] 1.0830991 0.9324846 0.8887020 0.9199259 1.131814 1.0834840 1.1583868
#>        [,106]    [,107]    [,108]    [,109]    [,110]    [,111]    [,112]
#> [1,] 0.963723 1.0283526 0.9102677 1.0811236 0.9440708 0.9521912 0.9915038
#> [2,] 1.009945 0.8456996 0.9766332 0.9270074 1.0395262 1.1535801 0.8675117
#> [3,] 1.215498 1.0715172 1.0127060 1.1885715 1.1790480 0.8768915 0.8670196
#>         [,113]   [,114]   [,115]    [,116]    [,117]    [,118]    [,119]
#> [1,] 0.9764934 1.027718 1.020627 1.0621969 0.8817294 0.9950389 0.9171628
#> [2,] 0.9730389 1.063957 0.916382 0.8596679 0.9166970 0.9246465 1.0309712
#> [3,] 0.9578253 1.089587 1.069825 1.0799986 0.8777948 1.0710330 0.9905377
#>         [,120]    [,121]    [,122]    [,123]    [,124]    [,125]    [,126]
#> [1,] 0.9506764 0.9983593 0.9836095 0.9940194 0.8393111 1.0681212 1.0377771
#> [2,] 0.9782730 0.9346641 0.9183774 1.0691474 0.8628126 1.0413230 0.9692972
#> [3,] 1.0800371 0.9028349 1.0576763 0.9399175 1.1810929 0.9989516 1.1008327
#>         [,127]    [,128]    [,129]    [,130]    [,131]    [,132]    [,133]
#> [1,] 0.9254748 1.0534351 0.9170762 0.9409403 1.1004887 1.0112090 0.9101271
#> [2,] 0.9750681 0.9805014 1.0368870 1.1310753 0.9772481 0.9543282 0.9072438
#> [3,] 0.9885100 0.9414562 0.9266281 0.8864650 1.0467717 1.0312929 0.9011520
#>         [,134]   [,135]    [,136]    [,137]    [,138]    [,139]    [,140]
#> [1,] 1.0363616 1.076949 1.0897751 1.0307728 1.0694716 0.9949013 1.1071899
#> [2,] 1.0621872 1.042705 0.9901606 1.0274821 0.9998986 1.0188860 0.9304493
#> [3,] 0.8191035 1.122998 1.1526304 0.9088266 0.8459484 0.9885562 1.1678479
#>         [,141]    [,142]   [,143]    [,144]    [,145]   [,146]    [,147]
#> [1,] 1.0985463 0.8515423 1.050475 1.1494367 0.9869487 0.998099 1.0623672
#> [2,] 0.8232032 1.0379764 1.033557 0.9299534 0.9430668 1.102866 0.9587101
#> [3,] 1.1086242 0.9095048 1.027690 0.9903219 0.8765508 0.857875 1.0604590
#>         [,148]    [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 1.0012467 1.0490039 1.0226115 1.0131870 1.0101073 0.8807450 1.1120653
#> [2,] 0.9712446 0.9703701 0.9862352 1.1118826 1.0437361 0.9920172 1.1211087
#> [3,] 0.8530715 0.9692345 0.9106443 0.8790066 0.8831727 1.0888391 0.9430496
#>         [,155]    [,156]    [,157]    [,158]   [,159]    [,160]    [,161]
#> [1,] 0.9646721 0.9421050 0.8539605 1.2467998 0.890777 1.0295456 0.9824295
#> [2,] 1.0378070 1.0375641 1.0140017 0.9709643 1.147526 0.9581017 1.0167813
#> [3,] 1.0901758 0.9181802 1.0544739 0.9576030 1.052968 0.9341931 0.9723871
#>         [,162]    [,163]    [,164]    [,165]    [,166]    [,167]    [,168]
#> [1,] 0.9422563 0.9003610 0.9916936 0.9604314 1.0778102 0.9957643 0.9231273
#> [2,] 0.7742953 0.9911408 1.1084260 1.1551602 0.9496814 0.8801375 0.8765303
#> [3,] 0.9843535 0.9472499 0.9566996 1.0705795 1.0304385 1.0335790 1.0146680
#>        [,169]    [,170]    [,171]    [,172]    [,173]    [,174]   [,175]
#> [1,] 1.027877 1.1097108 1.1066144 1.0209968 1.0152767 0.9224736 1.039612
#> [2,] 0.964863 1.0401331 0.9057285 0.9207784 0.9776846 0.9127300 1.095064
#> [3,] 1.186945 0.9848219 0.9647209 1.0911213 0.9741725 0.9189035 1.048074
#>         [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
#> [1,] 1.0110305 1.0532597 1.0999971 0.9163626 0.9134646 1.1230561 0.9738489
#> [2,] 0.9270172 0.9757841 1.0335896 1.0531420 0.9851406 1.1747711 1.0889462
#> [3,] 1.0621312 1.0067595 0.9606435 0.9844458 1.1002668 0.9631847 1.1045997
#>        [,183]   [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 1.126686 1.149058 0.8753788 1.1360581 1.0620272 0.9540900 1.0936105
#> [2,] 1.062819 1.119825 1.1252461 0.9908887 0.9695571 1.1094760 0.9739408
#> [3,] 1.279088 1.096480 0.9980346 1.0102208 0.9243604 0.9432214 0.9520656
#>         [,190]    [,191]    [,192]    [,193]    [,194]    [,195]    [,196]
#> [1,] 0.9402201 1.0366167 0.9447547 0.9304925 1.0328044 0.9294530 1.1018566
#> [2,] 1.1503096 1.0153825 0.9604135 0.9435138 0.9057971 0.9273474 0.8980327
#> [3,] 1.0579324 0.9575229 1.1627053 1.0422056 1.0009074 0.8868707 1.0993090
#>         [,197]    [,198]    [,199]    [,200]    [,201]    [,202]   [,203]
#> [1,] 0.9036254 0.9475159 1.0950049 0.9131212 0.9782039 1.0245054 1.075116
#> [2,] 1.0736224 0.9553117 1.0213250 1.0570742 1.0034050 1.0663206 1.032571
#> [3,] 1.0878990 1.1678363 0.9382041 1.0209393 1.0928930 0.9740969 1.030076
#>         [,204]    [,205]    [,206]    [,207]    [,208]    [,209]   [,210]
#> [1,] 0.9946233 0.9728825 0.8857517 0.9633932 0.9143529 0.9795039 0.999582
#> [2,] 0.9787176 0.9696414 1.0090125 0.9729937 0.8907431 0.9076055 1.123078
#> [3,] 1.0199373 0.9886416 1.1289802 0.8874009 0.9231070 0.9815204 1.080090
#>         [,211]    [,212]    [,213]    [,214]    [,215]    [,216]    [,217]
#> [1,] 0.9544856 0.9948650 1.1025141 1.0268283 0.9305177 1.0377561 0.9406980
#> [2,] 1.1015972 0.9793851 0.9474197 0.9171227 1.1088704 0.9083630 0.8976537
#> [3,] 0.9660316 1.0412180 1.0158445 1.1384045 0.9449320 0.9326291 0.9379074
#>        [,218]   [,219]    [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 1.080883 1.149214 1.0615711 0.8955203 0.9713826 1.0233071 0.9994110
#> [2,] 1.007518 1.067521 1.0411337 0.9961373 0.9335851 0.9364451 0.9355829
#> [3,] 1.013203 1.097982 0.9267695 1.0701117 0.9379898 0.8653766 0.9349577
#>         [,225]    [,226]    [,227]   [,228]    [,229]    [,230]    [,231]
#> [1,] 0.9654492 0.9438285 1.0450295 1.054501 0.9627829 0.9911025 0.9103393
#> [2,] 0.9452958 0.9515022 0.9857003 0.892987 1.2049115 0.9561425 1.1201357
#> [3,] 0.9145299 0.8479000 0.9934120 1.076491 0.8176266 1.0251005 0.9673367
#>        [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 1.085540 0.9334459 0.9250597 0.8177216 1.0345102 0.9812689 1.0845599
#> [2,] 1.007304 0.9572140 1.0590036 1.0571746 0.9697337 1.0627428 0.9395154
#> [3,] 1.144942 0.9784089 1.0448337 0.9531870 0.9215982 1.0248797 1.2307248
#>         [,239]    [,240]    [,241]    [,242]    [,243]    [,244]    [,245]
#> [1,] 0.9807756 0.8562882 1.1545506 0.8146631 1.0053341 0.8943052 1.0303164
#> [2,] 1.0653796 0.9177290 0.9758669 0.9729715 0.9715241 1.1989491 0.9410601
#> [3,] 1.0494636 0.9025366 0.8614345 0.9138078 0.9889855 0.9957333 1.0158883
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]   [,252]
#> [1,] 0.9509133 0.9812804 0.9393110 0.9433277 0.9325938 0.9021566 1.030291
#> [2,] 1.0767200 0.8899629 0.9615285 1.0629071 1.0321526 0.9835431 1.046525
#> [3,] 0.7931808 0.8308419 1.0393619 1.0957900 1.0792658 1.0127020 1.049989
#>         [,253]    [,254]   [,255]   [,256]    [,257]    [,258]    [,259]
#> [1,] 1.1754454 1.0039192 1.023783 1.001022 1.0138365 0.9532744 1.0158326
#> [2,] 0.9310155 0.8659054 1.057784 1.050829 1.0387869 1.1420444 0.8732879
#> [3,] 0.9125236 1.0386239 1.113168 0.991342 0.9771214 1.1516904 0.9473225
#>         [,260]   [,261]    [,262]    [,263]   [,264]    [,265]    [,266]
#> [1,] 1.0140853 1.008395 1.2152324 0.9372144 1.172926 0.9150197 0.9611048
#> [2,] 0.9678111 1.054077 0.9987569 0.9310048 1.094232 1.1162201 0.9967231
#> [3,] 0.9161813 1.055459 0.9780969 0.8105683 1.051145 1.1768163 1.0929200
#>         [,267]    [,268]    [,269]    [,270]   [,271]    [,272]    [,273]
#> [1,] 0.9090741 0.9273914 0.9593497 1.1419880 1.064406 0.9993361 0.9214431
#> [2,] 1.1175893 0.9554268 0.9383395 0.9193893 0.841718 0.9599542 0.9673227
#> [3,] 1.0593565 1.0071457 0.8649032 1.0236237 1.094289 0.9083541 1.0566189
#>         [,274]    [,275]   [,276]    [,277]    [,278]    [,279]    [,280]
#> [1,] 1.0132422 0.8657299 1.000717 1.0278464 1.1507421 1.0409661 0.9874997
#> [2,] 0.9900074 0.8691658 1.138501 1.0578473 0.9113899 1.0339663 0.9783305
#> [3,] 0.9907048 0.9459155 0.949244 0.9474724 1.0277225 0.9804468 0.9125675
#>         [,281]    [,282]    [,283]    [,284]    [,285]   [,286]    [,287]
#> [1,] 0.9892748 1.0706405 1.1049085 0.9085419 0.8901992 1.110308 1.1233201
#> [2,] 1.0001972 1.0148613 0.9651656 0.9336409 1.0064210 1.011132 0.8944096
#> [3,] 1.0612398 0.9321491 1.0282907 0.9064187 0.8052852 1.092705 0.9148401
#>         [,288]    [,289]    [,290]    [,291]    [,292]    [,293]   [,294]
#> [1,] 1.0925574 0.9997782 0.9830078 1.0625590 1.0250861 1.0292299 1.063351
#> [2,] 0.9468285 0.9884273 1.0227407 0.9808282 0.9645319 1.0570583 1.078913
#> [3,] 0.9359854 1.0515091 1.0507474 1.0734707 0.9804769 0.8495633 1.030062
#>         [,295]    [,296]    [,297]    [,298]    [,299]   [,300]    [,301]
#> [1,] 1.0063583 0.9907614 0.9444128 1.0404955 1.0616423 0.790346 0.9174915
#> [2,] 0.8938772 1.0175626 1.1085583 0.9607574 0.9318820 1.029197 0.9239692
#> [3,] 1.0869054 0.9428880 1.0010926 0.9749428 0.8754255 0.983865 0.9476532
#>         [,302]   [,303]    [,304]    [,305]    [,306]    [,307]    [,308]
#> [1,] 0.9940649 1.004909 0.8796957 0.9641774 1.1119543 1.0449631 1.0343985
#> [2,] 1.0042398 1.047642 0.9467656 1.0081605 0.9453245 0.8434948 1.0526495
#> [3,] 0.8977578 1.157751 1.0398011 0.9813947 1.0510140 0.9092550 0.9088137
#>         [,309]    [,310]    [,311]    [,312]
#> [1,] 0.9677356 1.0883799 0.9674821 1.1025138
#> [2,] 0.9929928 0.9128838 0.8519022 0.9827848
#> [3,] 1.1029492 1.2125674 1.1207261 0.9135679
#> 
#> , , 4
#> 
#>           [,1]     [,2]      [,3]      [,4]      [,5]      [,6]     [,7]
#> [1,] 0.9897378 1.030929 0.8790535 0.9782643 1.0825479 1.0180348 1.055334
#> [2,] 0.9819491 1.047493 1.0572685 1.0379360 0.9894391 0.9708102 1.107140
#> [3,] 1.2050545 1.108883 0.8612338 1.0184290 1.1743891 1.0901467 1.285541
#>           [,8]      [,9]     [,10]    [,11]    [,12]     [,13]     [,14]
#> [1,] 0.9610425 0.9858168 0.9926790 0.992050 0.996195 0.9838723 0.9826971
#> [2,] 1.0391382 0.9929577 0.9877431 1.000899 1.066686 0.9517769 1.1035255
#> [3,] 0.8867835 1.1931339 1.0603184 1.215382 1.149435 0.9877506 0.9116542
#>         [,15]     [,16]    [,17]     [,18]     [,19]     [,20]     [,21]
#> [1,] 1.104973 1.0141969 1.048778 0.9176798 1.0957347 0.9780033 1.0646294
#> [2,] 1.024769 1.1472187 1.031509 0.9554705 1.0516211 0.9213001 0.9964972
#> [3,] 1.069882 0.8745102 1.013034 0.7945993 0.8026571 1.1382075 0.9640087
#>          [,22]     [,23]     [,24]     [,25]     [,26]     [,27]     [,28]
#> [1,] 0.9643485 0.9767011 1.0409204 0.9587551 1.0503865 0.9505998 0.9916211
#> [2,] 1.0443331 0.9655222 1.1841344 0.9416614 0.9640478 0.8723198 0.9626020
#> [3,] 1.2027545 1.1359471 0.9685394 0.9953135 1.0347678 1.1033180 0.9981188
#>          [,29]    [,30]     [,31]     [,32]     [,33]    [,34]    [,35]
#> [1,] 0.9497229 1.021374 1.0098004 0.9355653 0.8547967 1.179753 1.010199
#> [2,] 0.9751215 1.089401 0.9170667 1.0673908 1.0486801 1.057024 1.104090
#> [3,] 1.2696555 1.039648 1.0931552 1.1568903 0.9180527 1.041415 1.073702
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 0.9858903 0.9919913 0.9408154 0.9900661 0.9720322 0.9180206 1.0386865
#> [2,] 1.0083975 1.1501900 0.9736139 0.9547637 1.0730120 0.9018278 0.9055828
#> [3,] 0.9276528 1.0274114 0.8980852 1.1352294 0.8569167 0.9804710 0.9401461
#>          [,43]     [,44]     [,45]    [,46]     [,47]     [,48]     [,49]
#> [1,] 0.9279292 1.0133498 1.0332842 1.091207 1.0591183 0.9609042 0.9963867
#> [2,] 1.0132010 1.0141741 1.1161561 1.078288 0.8810394 0.9752236 0.9690653
#> [3,] 1.1302471 0.9837979 0.7834582 1.044874 1.0720489 1.0348733 1.0824868
#>          [,50]     [,51]     [,52]     [,53]     [,54]     [,55]     [,56]
#> [1,] 0.9500002 1.1069795 1.0322682 0.9736256 1.0563932 1.0484881 1.0151620
#> [2,] 0.9714064 0.9861833 1.0316856 1.0385029 1.1244930 0.9493072 0.9170804
#> [3,] 1.0937572 1.0810528 0.9333009 0.8677124 0.8472869 1.1755239 1.1293406
#>          [,57]     [,58]     [,59]     [,60]     [,61]     [,62]    [,63]
#> [1,] 0.8793500 0.9738946 1.0827048 0.9538845 1.0610700 1.2205816 1.037260
#> [2,] 0.9394732 1.0332390 1.0849484 0.9595446 0.9877551 1.0439928 1.011866
#> [3,] 0.9373096 0.8674676 0.9165158 1.0181547 0.9159375 0.9652322 1.015718
#>          [,64]     [,65]     [,66]     [,67]     [,68]     [,69]    [,70]
#> [1,] 1.0610754 0.9716605 1.0608908 1.0465593 1.0189335 0.9790132 1.045504
#> [2,] 1.0796425 1.0748838 0.9887265 0.9883846 0.9473318 0.9439395 1.032642
#> [3,] 0.9882381 1.3583928 0.9785335 0.8443500 0.9086003 0.9809382 1.015007
#>          [,71]     [,72]     [,73]    [,74]     [,75]     [,76]     [,77]
#> [1,] 0.9920107 1.0015399 1.0035922 1.044923 1.0116838 0.9429277 0.9201072
#> [2,] 1.0860107 0.9037551 1.0391459 1.018172 0.9346648 1.0869934 0.9620800
#> [3,] 1.2226859 0.9650005 0.9526932 1.142441 0.9738194 1.0929982 0.8876343
#>         [,78]    [,79]     [,80]     [,81]     [,82]     [,83]    [,84]
#> [1,] 1.041434 1.044770 1.0900622 1.0832976 0.9680911 0.9043391 1.010797
#> [2,] 1.124242 1.092323 1.0161683 0.9547927 0.9441153 0.9424534 1.042222
#> [3,] 1.012245 1.012276 0.9711909 1.0213576 0.9689821 0.8417630 0.887483
#>          [,85]     [,86]     [,87]     [,88]     [,89]     [,90]    [,91]
#> [1,] 1.0591856 1.0483460 0.9678466 0.9816465 1.0302964 0.8932444 1.062465
#> [2,] 0.9816048 0.9394723 1.0372563 0.9646083 1.0117560 0.9780026 1.106857
#> [3,] 1.0041296 0.9155787 0.9486317 1.1479927 0.8284668 1.1437054 1.069076
#>          [,92]     [,93]     [,94]     [,95]    [,96]     [,97]     [,98]
#> [1,] 1.0061082 0.9901969 0.9960070 0.9384454 1.073086 0.9548027 1.0879062
#> [2,] 0.9991589 1.0199369 1.0146290 1.0421561 1.003184 1.0422883 1.0249542
#> [3,] 0.9239519 0.9757585 0.9927332 1.1045718 1.032793 1.2834546 0.9112249
#>          [,99]    [,100]    [,101]    [,102]    [,103]    [,104]    [,105]
#> [1,] 0.9364923 0.9079816 0.9814838 0.9879494 0.9736704 0.9779392 0.9592101
#> [2,] 0.8737751 1.0675297 1.0723141 0.9964208 0.9476802 0.9752535 1.0318508
#> [3,] 1.0436227 1.0066978 0.9334836 1.3134891 0.9112234 0.9542376 1.1890472
#>         [,106]    [,107]    [,108]   [,109]    [,110]    [,111]    [,112]
#> [1,] 1.0607018 0.9980902 0.9471939 1.034001 0.8902136 1.0384171 0.9156441
#> [2,] 1.0096386 1.1357260 1.1009387 1.122992 0.9972681 0.9593618 0.9681021
#> [3,] 0.9680118 0.9877290 0.8756322 1.222187 1.1431807 0.9717207 1.0569623
#>         [,113]    [,114]    [,115]    [,116]   [,117]    [,118]    [,119]
#> [1,] 0.9757078 0.9733987 0.9049171 1.0504482 0.965166 0.9976287 0.9621682
#> [2,] 0.9858319 0.9982547 0.9964657 0.9123636 1.021840 0.9310435 0.9897585
#> [3,] 0.9940373 0.9544723 1.0179175 1.0372184 1.094382 0.9849086 0.9758198
#>        [,120]    [,121]    [,122]   [,123]   [,124]   [,125]    [,126]
#> [1,] 0.981120 0.9627457 1.1087922 0.909754 1.040302 1.055024 0.9753448
#> [2,] 1.102957 0.9781162 1.0265430 1.064400 1.038428 1.035232 1.0238318
#> [3,] 1.031012 1.1457031 0.8468142 1.012188 1.300181 1.028223 1.0361204
#>         [,127]    [,128]   [,129]   [,130]    [,131]    [,132]    [,133]
#> [1,] 0.9655119 0.9111888 1.026348 1.110376 0.8972522 0.9296750 0.9826892
#> [2,] 0.8236318 0.9701926 1.042684 1.002886 0.9902272 0.8355869 0.9678808
#> [3,] 1.0365074 1.0347423 1.051027 1.002885 1.0728534 1.0361256 1.0770816
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]   [,140]
#> [1,] 0.9421854 0.9865447 0.9847388 0.9603363 0.9674327 1.0123969 1.015781
#> [2,] 1.0562745 1.0676114 1.0704963 1.1361047 0.9992742 1.0503973 1.109520
#> [3,] 1.1432888 1.1195851 1.0558329 0.9615845 1.1158789 0.9566423 1.157227
#>        [,141]   [,142]   [,143]   [,144]    [,145]    [,146]    [,147]
#> [1,] 1.113341 1.017122 1.091092 1.038615 1.0589938 1.0027773 0.9772527
#> [2,] 1.045613 1.033374 0.986370 1.119366 0.9337542 0.8887505 1.0241142
#> [3,] 1.013170 1.020999 1.060269 1.013084 1.0223401 1.0744038 0.9094780
#>         [,148]   [,149]    [,150]    [,151]    [,152]    [,153]    [,154]
#> [1,] 0.9153321 1.042049 1.0210108 0.9597321 0.9307491 1.0313243 1.0303027
#> [2,] 1.2073894 1.044718 0.8634710 1.0677706 1.0223154 0.9982786 0.9655394
#> [3,] 0.9272567 1.072152 0.8913768 1.0564863 0.8905592 0.9851889 0.8979031
#>         [,155]    [,156]    [,157]    [,158]    [,159]   [,160]    [,161]
#> [1,] 0.9447570 1.0621444 0.9973876 0.9449733 0.9589335 1.065984 0.9761174
#> [2,] 1.0363643 0.9396423 1.0053201 1.0279632 1.1069699 1.009014 1.0891195
#> [3,] 0.9165694 1.0071908 1.0326823 0.8550271 0.9609657 0.995862 0.8859432
#>         [,162]   [,163]    [,164]    [,165]   [,166]    [,167]    [,168]
#> [1,] 0.8870769 1.001600 0.9295848 1.0507135 1.097974 0.9593780 0.9843262
#> [2,] 1.0087611 1.028974 1.0546612 1.0120635 0.918477 0.9796215 0.9389159
#> [3,] 1.0485442 1.032239 0.7011522 0.9457586 1.074463 0.9888429 0.9515964
#>         [,169]    [,170]   [,171]    [,172]   [,173]    [,174]    [,175]
#> [1,] 0.8944647 1.0327052 1.074878 0.9508569 1.054411 1.0038111 0.9647936
#> [2,] 0.9369737 0.9157563 1.056387 1.0377738 1.075059 1.0128609 1.0043544
#> [3,] 1.1224541 1.0333737 1.053306 0.9894913 0.986722 0.9416278 0.8840221
#>        [,176]    [,177]    [,178]    [,179]    [,180]    [,181]    [,182]
#> [1,] 1.046381 0.9346940 1.0098941 1.0659382 1.0994123 0.9653706 0.9541603
#> [2,] 1.051765 0.9850237 0.8615951 1.0555697 0.9049857 1.1251422 1.0102343
#> [3,] 1.019140 0.7960472 0.9622346 0.9937308 0.9422065 0.9437152 1.0079656
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 1.0007691 1.0046503 0.9960010 0.9669912 1.0506944 1.0209296 0.9818878
#> [2,] 1.0079867 0.9648196 0.9586438 0.9967170 1.0178473 1.0395540 0.9212847
#> [3,] 0.8898792 1.0099398 0.9530332 0.9944161 0.9968015 0.9566469 0.9269648
#>         [,190]    [,191]    [,192]   [,193]    [,194]    [,195]    [,196]
#> [1,] 1.0753014 1.1068853 1.0004372 1.037746 1.0213357 1.0131354 0.9756360
#> [2,] 0.9333707 1.0110634 0.8935673 1.043927 1.1291877 0.8415176 0.9742223
#> [3,] 0.9121764 0.8856437 1.2057522 1.057189 0.9968432 0.9986223 0.9350568
#>         [,197]    [,198]    [,199]    [,200]    [,201]    [,202]   [,203]
#> [1,] 0.9015741 1.0303259 0.9905206 1.0976645 1.0660291 0.9098329 1.056448
#> [2,] 0.8654573 0.8820156 1.0022193 0.9827888 1.0637544 1.0725152 1.070923
#> [3,] 1.1952694 0.9563783 1.1321680 1.1103167 0.9938166 0.9720865 1.058430
#>         [,204]    [,205]    [,206]   [,207]    [,208]    [,209]   [,210]
#> [1,] 0.9621249 0.9707678 0.9806057 1.014020 0.9474365 0.9327058 0.881313
#> [2,] 1.0144343 1.0448564 1.0683426 1.040624 0.9969208 1.1011100 1.071150
#> [3,] 0.9105183 1.0472510 0.9508659 1.014854 0.9596972 0.9920584 1.102745
#>         [,211]   [,212]    [,213]    [,214]    [,215]    [,216]    [,217]
#> [1,] 0.9580238 1.097003 0.9785144 1.0465778 1.1134320 0.9860251 0.9583526
#> [2,] 1.0972896 1.118974 1.1029286 0.9710838 0.8381382 1.1070404 1.0214333
#> [3,] 0.8401536 1.092613 0.8224574 1.0485704 0.9596989 1.1753000 0.9147903
#>        [,218]    [,219]   [,220]    [,221]    [,222]    [,223]    [,224]
#> [1,] 1.033599 1.0473530 1.162380 0.9270785 0.9929242 1.0656966 1.0380533
#> [2,] 1.038089 0.9891091 1.031500 1.0226892 1.0059167 0.9970075 0.8649323
#> [3,] 1.090430 0.7393950 0.854032 1.0977555 1.0676236 1.0198973 0.9509132
#>         [,225]   [,226]    [,227]    [,228]    [,229]    [,230]    [,231]
#> [1,] 1.0144052 1.034064 0.9978116 0.9756997 1.0065966 0.9748773 0.9849687
#> [2,] 1.0016798 1.012429 0.9332175 0.9075124 0.9632437 0.9908242 0.9763668
#> [3,] 0.9360934 1.038571 1.0945771 1.0987247 0.9529539 0.9772192 1.0392262
#>         [,232]   [,233]    [,234]    [,235]    [,236]    [,237]   [,238]
#> [1,] 1.0535928 1.025567 1.0319455 0.9012934 1.0533045 0.9807889 0.993139
#> [2,] 0.8802014 0.988771 1.0763639 0.9752440 0.9033571 1.0457369 1.127593
#> [3,] 1.0636034 1.046055 0.9016425 1.0346823 1.1566687 0.9952533 1.042671
#>         [,239]    [,240]    [,241]    [,242]    [,243]    [,244]    [,245]
#> [1,] 1.0415197 1.0370310 1.0307954 0.8908290 0.9702853 0.9686727 1.1086245
#> [2,] 1.0912838 0.9792663 0.9749943 0.9489781 1.0708764 1.0236656 0.9573585
#> [3,] 0.8259955 0.9659605 0.9647387 0.9353185 0.9779402 1.0519222 0.9803742
#>         [,246]    [,247]    [,248]    [,249]    [,250]    [,251]    [,252]
#> [1,] 1.0145409 0.9520557 1.0642740 0.9504141 0.9918562 0.9964115 1.0121588
#> [2,] 0.9097969 0.9349670 1.0627711 0.9342795 1.0099591 0.9670412 0.9824395
#> [3,] 1.0603379 0.9638365 0.9535336 0.9288339 1.0445613 1.0681051 1.2073765
#>         [,253]    [,254]    [,255]    [,256]   [,257]    [,258]    [,259]
#> [1,] 0.9944014 0.9706969 1.0664932 1.0088362 1.023754 1.0070572 1.0356960
#> [2,] 0.9780582 1.0766012 0.9846309 0.8697097 1.025811 0.9482450 0.9022982
#> [3,] 1.1972013 1.0261405 1.2197150 1.1535076 1.025504 0.9722928 0.9955987
#>         [,260]    [,261]    [,262]    [,263]    [,264]   [,265]   [,266]
#> [1,] 1.0124813 1.0666144 1.0230189 0.8947042 0.9675332 1.093515 1.128502
#> [2,] 1.2012854 0.9410454 0.9855532 1.1182581 0.9750843 1.112724 1.046953
#> [3,] 0.9226522 0.9613981 1.0827624 0.9847853 0.9926815 1.064786 1.297599
#>         [,267]   [,268]    [,269]    [,270]    [,271]    [,272]    [,273]
#> [1,] 0.9509317 1.021640 0.9422608 0.9914645 1.0122814 1.0288385 1.0196989
#> [2,] 0.8228477 1.048540 0.8752715 1.0070764 0.9955809 0.9816195 1.1265910
#> [3,] 1.2070712 1.029587 1.0448126 1.0740727 1.2275938 1.4022926 0.9994297
#>         [,274]    [,275]    [,276]   [,277]    [,278]    [,279]    [,280]
#> [1,] 1.0668636 0.9972598 0.9107003 1.023102 1.0247484 0.9348784 0.9871551
#> [2,] 0.9733053 1.1086976 1.0227638 1.067444 0.9826425 0.9415676 1.0177704
#> [3,] 0.9751188 0.9645570 0.9715221 1.107509 0.8426934 0.9065486 0.9698240
#>         [,281]    [,282]    [,283]    [,284]    [,285]   [,286]    [,287]
#> [1,] 0.9579612 0.9971932 0.9424672 0.9902587 0.8927885 1.016251 1.0080670
#> [2,] 1.0248789 1.0819896 1.0069680 1.0233286 0.9468395 1.023913 1.0518260
#> [3,] 0.8910772 0.9062511 0.8291512 0.9508438 1.0594425 1.046940 0.9667712
#>         [,288]   [,289]   [,290]    [,291]    [,292]    [,293]    [,294]
#> [1,] 0.9438104 1.042310 1.011099 1.0802542 0.9656533 1.0611222 1.0457153
#> [2,] 0.9647763 1.059443 1.031501 0.9979316 0.9596921 0.9797507 0.9985196
#> [3,] 0.8013401 1.369697 1.018685 1.1585669 0.8037573 1.0522647 1.0510894
#>         [,295]    [,296]    [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 0.9914575 0.9462555 0.9349049 1.0001544 0.9349328 0.9855781 0.9533524
#> [2,] 1.0701807 1.0911397 0.9965292 0.9695400 0.9990961 0.9869294 0.8787743
#> [3,] 1.0627888 0.9647941 0.9610205 0.8860747 0.8880879 0.8448649 1.0752250
#>         [,302]    [,303]    [,304]    [,305]    [,306]    [,307]   [,308]
#> [1,] 0.9711819 0.9626813 0.9889130 1.0505580 0.9813822 1.0541243 0.956151
#> [2,] 0.9210688 0.9831457 0.9111415 0.9186991 0.9752245 1.0307320 1.092646
#> [3,] 0.9741357 1.1261369 1.0054759 1.2431810 1.1423855 0.9691562 1.014071
#>         [,309]    [,310]    [,311]    [,312]
#> [1,] 0.9934110 1.0252408 1.0020301 1.0343000
#> [2,] 0.9112935 0.9677592 0.9164409 0.9856789
#> [3,] 1.0083097 0.9909705 0.7925914 0.9748670
#> 
#> , , 5
#> 
#>           [,1]      [,2]      [,3]      [,4]     [,5]      [,6]      [,7]
#> [1,] 0.9993768 1.0084625 0.9944481 0.9938040 1.001458 1.0131101 0.9889598
#> [2,] 0.9390228 1.0076222 1.0307246 0.9732937 1.044811 0.9481229 1.0740012
#> [3,] 0.9336030 0.8573865 1.2640315 1.0039899 1.041540 0.8462247 1.2932472
#>          [,8]      [,9]     [,10]     [,11]    [,12]     [,13]     [,14]
#> [1,] 1.000795 0.9938072 0.9980891 0.9781704 1.008584 1.0114769 0.9894181
#> [2,] 1.037003 0.9808268 1.0383361 1.0918956 1.093373 0.8725919 1.0922170
#> [3,] 1.027083 0.9855025 0.9331840 0.9648327 1.054697 1.2472342 1.2200161
#>          [,15]     [,16]     [,17]    [,18]     [,19]     [,20]     [,21]
#> [1,] 1.0023969 1.0000692 0.9767700 1.020193 0.9982231 0.9919004 1.0079390
#> [2,] 0.9185287 0.9896765 1.0032475 1.010601 1.0455854 1.1161041 1.0783573
#> [3,] 1.0623707 1.0124840 0.9488562 1.103457 0.8496122 0.7796362 0.9805388
#>          [,22]     [,23]     [,24]     [,25]    [,26]     [,27]    [,28]
#> [1,] 0.9955395 0.9802956 0.9949734 1.0272758 1.008249 0.9973996 1.003224
#> [2,] 0.9657530 1.0336698 1.0019206 0.8887427 1.002011 1.1287872 1.159038
#> [3,] 0.9591955 1.0197013 1.2020464 0.9987763 1.245918 1.2732019 1.025521
#>         [,29]     [,30]     [,31]     [,32]     [,33]    [,34]     [,35]
#> [1,] 0.997229 0.9882562 1.0044513 0.9898004 0.9960303 1.018911 1.0210449
#> [2,] 1.016071 0.9144131 0.7943210 0.9732412 0.8781306 1.020942 0.9511485
#> [3,] 1.000221 1.0049303 0.8188819 0.9932486 1.1148555 1.141944 1.0966400
#>          [,36]     [,37]     [,38]     [,39]     [,40]     [,41]     [,42]
#> [1,] 0.9988594 0.9965253 0.9939049 0.9890720 1.0015604 1.0014464 0.9958175
#> [2,] 0.9663218 1.0792168 0.9306937 0.9852499 0.9302726 1.0680760 1.0837301
#> [3,] 1.1584333 1.0887734 0.9069290 0.8466876 0.8871283 0.9463641 1.0385961
#>          [,43]    [,44]    [,45]    [,46]     [,47]     [,48]     [,49]
#> [1,] 0.9899630 1.004037 1.003605 1.005428 0.9869477 0.9916929 1.0051578
#> [2,] 0.9099687 1.006840 0.938172 1.065017 1.0374592 0.9795764 0.9449249
#> [3,] 1.1474928 1.078220 1.053923 1.050625 1.2897908 1.0561977 1.0041305
#>          [,50]     [,51]     [,52]     [,53]     [,54]     [,55]     [,56]
#> [1,] 1.0051782 0.9873871 1.0127843 0.9951996 1.0012436 0.9877151 1.0000946
#> [2,] 0.9698864 0.9388663 0.9425423 0.9826407 0.9704467 1.0242985 1.1307380
#> [3,] 1.0406821 1.0033776 1.0300500 1.1221247 0.9234378 1.1388703 0.8608274
#>          [,57]     [,58]     [,59]     [,60]    [,61]    [,62]    [,63]
#> [1,] 0.9864398 1.0173081 0.9905445 0.9931683 1.007574 1.007194 0.981750
#> [2,] 1.0533129 0.9700618 1.0445438 1.0631670 1.065457 1.056076 0.959614
#> [3,] 0.8231369 0.8497411 1.0910556 1.1493818 1.011723 1.063131 1.072737
#>          [,64]     [,65]     [,66]     [,67]     [,68]     [,69]     [,70]
#> [1,] 1.0050248 0.9813227 0.9949810 0.9977379 0.9835049 0.9995991 1.0084972
#> [2,] 0.9716199 1.1162871 1.2805414 1.0529696 0.9823917 1.0584676 1.0409850
#> [3,] 1.0910427 1.2361908 0.9826818 1.2288257 1.1615957 1.1141159 0.9682785
#>          [,71]     [,72]    [,73]    [,74]     [,75]     [,76]     [,77]
#> [1,] 1.0049604 1.0102601 1.020726 1.012496 0.9982411 1.0028822 1.0049704
#> [2,] 0.9880949 1.2389659 1.014274 1.027654 1.0711069 0.9371712 1.0353954
#> [3,] 0.9786348 0.9254902 1.161172 1.422350 1.1541282 0.9037273 0.9889349
#>          [,78]     [,79]     [,80]     [,81]     [,82]     [,83]     [,84]
#> [1,] 0.9987857 1.0049048 0.9890835 0.9844632 1.0018287 1.0137788 1.0050394
#> [2,] 1.0429340 0.9162379 1.1204805 1.0024470 0.9829166 0.8712866 0.8634435
#> [3,] 0.8321815 0.8647441 1.0082348 1.1251529 1.0586475 1.2457642 0.9183825
#>          [,85]     [,86]    [,87]     [,88]     [,89]    [,90]     [,91]
#> [1,] 0.9972428 1.0082158 1.013220 1.0046859 1.0019956 1.005851 1.0003120
#> [2,] 1.1031202 1.0527147 1.072715 0.9854401 0.9935536 0.987039 1.0016231
#> [3,] 1.1774113 0.8527347 0.858651 0.7281223 0.8592524 1.098226 0.8510327
#>          [,92]     [,93]     [,94]     [,95]     [,96]     [,97]     [,98]
#> [1,] 1.0044291 0.9984893 0.9844865 1.0102388 0.9975847 0.9991580 1.0116792
#> [2,] 0.9645099 1.0471954 1.0090778 0.9839237 0.9639453 1.0682426 0.9856299
#> [3,] 1.0216527 1.1847548 0.9937514 1.0625046 1.1383832 0.8889874 1.0738004
#>          [,99]   [,100]    [,101]    [,102]    [,103]   [,104]   [,105]
#> [1,] 0.9986216 1.008589 1.0013923 1.0099215 0.9958037 1.001811 1.002195
#> [2,] 0.8927927 1.004464 0.9100379 0.9008433 0.9991289 0.997690 1.035705
#> [3,] 1.0453714 1.043898 1.0752761 1.0750895 0.9239650 1.115584 0.964085
#>         [,106]    [,107]    [,108]    [,109]   [,110]    [,111]    [,112]
#> [1,] 0.9890529 1.0077687 0.9789547 0.9952565 1.005107 0.9954330 0.9906075
#> [2,] 1.1247426 0.9198855 0.9382649 1.0009513 1.028536 0.9316703 0.9975814
#> [3,] 0.7543535 0.8261820 1.0088682 1.2538653 1.013995 0.8974959 0.9887116
#>         [,113]    [,114]   [,115]    [,116]    [,117]   [,118]    [,119]
#> [1,] 1.0005485 0.9935211 1.008322 1.0023635 0.9949231 1.011006 0.9936576
#> [2,] 0.9802987 0.9361581 1.075367 0.9502146 0.8865898 1.194165 0.9101216
#> [3,] 0.9646209 1.0301068 0.811272 1.0463935 0.8603799 1.054845 1.1394538
#>         [,120]   [,121]    [,122]    [,123]    [,124]    [,125]   [,126]
#> [1,] 0.9995296 1.007901 1.0033572 1.0140404 0.9817468 1.0021242 1.012537
#> [2,] 0.9653796 1.040187 1.1039096 0.9973485 0.9698814 1.0370205 1.125736
#> [3,] 0.9344957 1.054636 0.9693126 0.9674095 0.8536797 0.9108339 1.043356
#>         [,127]    [,128]    [,129]    [,130]   [,131]    [,132]   [,133]
#> [1,] 1.0031345 1.0019460 1.0114022 0.9965662 1.005387 0.9921952 1.006029
#> [2,] 0.9953540 0.9786326 0.9083652 0.9074598 0.968032 1.0527910 1.039143
#> [3,] 0.9688332 1.1013955 1.1366570 1.0076153 1.315909 1.0210407 1.172232
#>         [,134]    [,135]    [,136]    [,137]    [,138]    [,139]   [,140]
#> [1,] 1.0130209 0.9872383 0.9999670 1.0239546 1.0087346 1.0041318 1.001702
#> [2,] 1.0772506 1.1124090 0.9750717 1.0175429 0.9995116 1.0746804 1.001709
#> [3,] 0.8518754 0.9703255 1.4492646 0.9797737 0.9506666 0.8630842 1.005483
#>         [,141]    [,142]    [,143]    [,144]    [,145]    [,146]    [,147]
#> [1,] 0.9892668 1.0014349 1.0003379 0.9755027 0.9923406 1.0089806 1.0017295
#> [2,] 1.0095951 0.9723628 0.9494435 1.1007120 1.0285001 0.9804555 0.9138910
#> [3,] 1.0353119 1.1532171 1.1666238 0.8571395 1.3839535 0.9741678 0.8695025
#>         [,148]    [,149]    [,150]    [,151]    [,152]   [,153]    [,154]
#> [1,] 0.9940209 1.0103771 0.9990618 1.0201624 0.9859503 1.011001 1.0011057
#> [2,] 1.0232569 0.9374701 0.9490026 1.0204148 1.0017310 1.012137 0.9156191
#> [3,] 0.8928679 1.0499157 1.0230690 0.8985523 1.0051958 1.281743 1.0784822
#>         [,155]    [,156]    [,157]    [,158]    [,159]    [,160]    [,161]
#> [1,] 0.9891964 0.9848059 1.0120431 1.0007992 0.9885984 1.0012130 1.0015374
#> [2,] 1.0586829 1.0030967 0.9725431 1.2072262 1.2249756 1.0936967 0.9851756
#> [3,] 0.8773438 1.0219690 0.8774714 0.8257738 0.8511710 0.9081325 1.0955175
#>         [,162]    [,163]    [,164]   [,165]    [,166]    [,167]    [,168]
#> [1,] 0.9897433 0.9970379 0.9981860 1.008213 0.9781868 1.0149394 1.0028572
#> [2,] 0.9543255 1.0663907 0.9624648 1.093249 0.9285208 1.0144665 0.9866535
#> [3,] 0.9760510 0.8208059 1.1994949 1.181624 1.2824188 0.9563098 0.9465489
#>         [,169]    [,170]    [,171]    [,172]    [,173]   [,174]    [,175]
#> [1,] 0.9990696 0.9830141 0.9726924 1.0104233 0.9980868 1.005984 1.0103326
#> [2,] 0.9402866 0.9898227 1.0289090 1.1323378 0.9178830 1.052342 0.9905326
#> [3,] 0.7793408 0.9553015 0.9145232 0.8603604 0.9358518 1.113761 1.0952182
#>         [,176]    [,177]    [,178]   [,179]   [,180]    [,181]    [,182]
#> [1,] 1.0045986 1.0018998 0.9898418 1.007480 1.007697 0.9873524 1.0120496
#> [2,] 0.9662621 1.1113898 1.1186876 1.000072 1.038823 1.0901546 0.9787648
#> [3,] 0.9561426 0.8696621 1.0160899 1.086233 1.286149 1.0664246 0.9485733
#>         [,183]    [,184]    [,185]    [,186]    [,187]    [,188]    [,189]
#> [1,] 1.0016970 0.9888049 1.0042281 0.9849012 1.0058671 1.0231022 0.9955091
#> [2,] 0.9298508 1.0042697 0.9780192 0.9600864 0.9949932 0.9069249 0.9584749
#> [3,] 1.1065127 1.1176775 1.2257383 1.1437032 0.9311353 0.9831765 1.0207512
#>         [,190]    [,191]   [,192]    [,193]   [,194]    [,195]    [,196]
#> [1,] 0.9963342 0.9945360 1.022582 1.0055183 1.015055 0.9909941 1.0052893
#> [2,] 0.8916669 1.0352904 1.030049 0.9596594 1.154561 1.0903996 1.0612242
#> [3,] 1.0632692 0.8247134 1.016700 1.0106801 0.858010 0.8827610 0.9793817
#>         [,197]   [,198]    [,199]    [,200]    [,201]    [,202]    [,203]
#> [1,] 0.9962147 1.011327 0.9946603 1.0081600 1.0148237 1.0100976 0.9895052
#> [2,] 1.0119037 1.041766 1.0660568 0.9500206 0.9807108 1.0200579 1.0019338
#> [3,] 1.0497565 1.039197 0.7209951 0.8234396 0.8962195 0.8100718 1.0204611
#>         [,204]    [,205]    [,206]    [,207]    [,208]    [,209]    [,210]
#> [1,] 0.9916256 0.9885750 0.9874816 0.9858116 0.9964075 1.0054441 0.9938863
#> [2,] 1.0759405 1.0045591 1.0151497 1.0625196 1.1056700 0.9274067 1.0552166
#> [3,] 1.3352592 0.9890757 0.8565725 1.0208923 0.9651628 0.9475565 0.8547999
#>         [,211]    [,212]    [,213]    [,214]    [,215]   [,216]   [,217]
#> [1,] 1.0048228 1.0074719 0.9874826 1.0152846 1.0038128 1.000370 1.009196
#> [2,] 1.0192637 0.9063565 0.9910407 1.0185424 1.0112074 1.067223 1.039795
#> [3,] 0.9948354 1.0468040 0.8872703 0.9841921 0.8893776 1.043185 0.961914
#>         [,218]   [,219]    [,220]   [,221]    [,222]    [,223]    [,224]
#> [1,] 0.9859305 1.002636 1.0077276 1.008533 1.0163429 1.0044564 0.9907653
#> [2,] 1.0408543 1.009717 0.9586665 1.002531 1.0820108 0.9903116 0.8835157
#> [3,] 1.1199972 1.010927 0.9245058 1.101286 0.9367689 0.9328980 1.3248431
#>         [,225]    [,226]    [,227]   [,228]    [,229]    [,230]    [,231]
#> [1,] 0.9949254 1.0044000 1.0071876 1.001363 0.9901655 1.0016856 1.0015403
#> [2,] 0.8236604 0.9710591 1.0323995 1.147649 1.0533875 0.8582159 1.1041587
#> [3,] 0.9626649 0.8876620 0.9016477 1.079779 0.9509124 1.1048328 0.8823437
#>         [,232]    [,233]    [,234]    [,235]    [,236]    [,237]    [,238]
#> [1,] 0.9824611 1.0058427 0.9871472 1.0069363 1.0086642 1.0064740 0.9880847
#> [2,] 1.2342232 0.9886233 1.1470094 0.9798618 0.9988684 1.0789620 0.9774391
#> [3,] 1.2529550 1.1418576 1.0942442 1.1637095 0.9063611 0.9217163 0.9899446
#>         [,239]    [,240]    [,241]    [,242]    [,243]    [,244]   [,245]
#> [1,] 1.0048053 1.0052108 1.0073565 0.9902281 0.9881281 1.0115156 1.006644
#> [2,] 1.0456348 0.9615437 0.9883151 1.0280157 0.9812235 0.9981505 1.009198
#> [3,] 0.8306118 0.9022401 0.9916434 0.9560301 0.9692070 1.1226268 1.034668
#>         [,246]   [,247]    [,248]    [,249]    [,250]    [,251]   [,252]
#> [1,] 1.0059672 1.013316 0.9878410 1.0033439 0.9872473 0.9829317 1.009757
#> [2,] 0.8998864 1.111495 1.0082386 0.9790129 1.0378114 1.1356442 1.026260
#> [3,] 0.8576419 1.010550 0.9486831 0.8874722 1.0341099 1.0529623 1.117753
#>         [,253]    [,254]   [,255]    [,256]    [,257]    [,258]    [,259]
#> [1,] 0.9910956 0.9930707 1.003172 0.9986953 1.0038154 1.0113716 0.9893237
#> [2,] 1.0448473 0.9257007 1.026396 0.9044710 0.9982791 0.9459159 1.2030681
#> [3,] 0.9934813 1.0253609 1.150826 1.0075942 1.2624720 1.0660413 1.1855362
#>        [,260]    [,261]   [,262]    [,263]    [,264]    [,265]    [,266]
#> [1,] 1.002132 0.9852237 1.001211 0.9872112 1.0070717 1.0105635 1.0078262
#> [2,] 1.087805 1.0549280 1.063212 0.9056519 0.8257157 0.8636818 1.0121798
#> [3,] 0.956720 0.8169624 1.161533 1.1663225 0.8365401 1.0370702 0.9564382
#>         [,267]    [,268]    [,269]    [,270]    [,271]    [,272]   [,273]
#> [1,] 0.9970687 0.9806708 0.9950922 0.9905423 1.0040047 0.9902146 1.004579
#> [2,] 0.9868137 1.0347799 1.1058958 0.9650812 0.9883262 1.0669962 1.035051
#> [3,] 0.7968521 1.0750593 1.0311770 0.9944318 0.9750548 0.9826191 1.259489
#>         [,274]    [,275]    [,276]    [,277]   [,278]    [,279]   [,280]
#> [1,] 0.9846000 0.9872502 1.0043187 0.9865522 1.006142 1.0048293 1.017559
#> [2,] 1.0271996 1.0521489 0.8662304 1.0962340 1.041364 0.9436573 1.056136
#> [3,] 0.9723561 1.1567757 1.0847502 1.0019535 1.090177 0.9405129 0.850976
#>         [,281]    [,282]    [,283]   [,284]    [,285]    [,286]    [,287]
#> [1,] 1.0058519 0.9935524 0.9902145 1.007286 1.0022101 0.9719432 1.0046407
#> [2,] 0.8569701 0.9407207 0.9219119 1.043737 0.9261288 1.0634526 0.9966912
#> [3,] 0.8791040 0.9921559 0.9265063 1.087300 1.0184412 0.9764504 1.0285693
#>        [,288]    [,289]    [,290]    [,291]    [,292]    [,293]   [,294]
#> [1,] 0.987400 0.9870597 0.9909719 1.0143528 0.9749774 0.9975146 1.000181
#> [2,] 1.067937 1.1014698 0.9254457 0.9946831 1.0649732 0.9802171 1.199989
#> [3,] 1.089241 1.1562188 1.1060138 1.0349330 1.0252246 1.0292595 0.943084
#>        [,295]    [,296]    [,297]    [,298]    [,299]    [,300]    [,301]
#> [1,] 1.008073 1.0022700 0.9948475 0.9981325 1.0208918 0.9996003 0.9842509
#> [2,] 1.028624 0.8929539 0.9416191 1.0308471 0.8899883 0.9819867 0.8400098
#> [3,] 1.025294 1.1442780 1.0038470 0.9561535 0.8364989 0.9755902 1.0825215
#>         [,302]    [,303]    [,304]    [,305]    [,306]   [,307]    [,308]
#> [1,] 1.0148358 1.0051282 0.9970039 1.0013304 0.9997060 0.974773 0.9952086
#> [2,] 0.9328765 1.0153236 1.0044306 0.9229464 0.9550021 1.083777 1.1062015
#> [3,] 0.7335792 0.8879858 0.8585785 1.1329840 0.7838671 1.252946 0.8275578
#>         [,309]    [,310]    [,311]    [,312]
#> [1,] 0.9907968 0.9911794 1.0209627 1.0054565
#> [2,] 0.9668772 0.9863033 0.8682952 1.0278617
#> [3,] 1.1590203 1.0415509 0.8542659 0.9329394
#> 
#> 
#> $lambda
#> , , 1
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [2,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [3,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      1      1      1      1      1      1      1      1
#> [2,]     1      1      1      1      1      1      1      1      1      1
#> [3,]     1      1      1      1      1      1      1      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      1      1      1      1
#> [2,]      1      1      1      1
#> [3,]      1      1      1      1
#> 
#> , , 2
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [2,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [3,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      1      1      1      1      1      1      1      1
#> [2,]     1      1      1      1      1      1      1      1      1      1
#> [3,]     1      1      1      1      1      1      1      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      1      1      1      1
#> [2,]      1      1      1      1
#> [3,]      1      1      1      1
#> 
#> , , 3
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [2,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [3,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      1      1      1      1      1      1      1      1
#> [2,]     1      1      1      1      1      1      1      1      1      1
#> [3,]     1      1      1      1      1      1      1      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      1      1      1      1
#> [2,]      1      1      1      1
#> [3,]      1      1      1      1
#> 
#> , , 4
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [2,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [3,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      1      1      1      1      1      1      1      1
#> [2,]     1      1      1      1      1      1      1      1      1      1
#> [3,]     1      1      1      1      1      1      1      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      1      1      1      1
#> [2,]      1      1      1      1
#> [3,]      1      1      1      1
#> 
#> , , 5
#> 
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [2,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#> [3,]    1    1    1    1    1    1    1    1    1     1     1     1     1     1
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [2,]     1     1     1     1     1     1     1     1     1     1     1     1
#> [3,]     1     1     1     1     1     1     1     1     1     1     1     1
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]     1      1      1      1      1      1      1      1      1      1
#> [2,]     1      1      1      1      1      1      1      1      1      1
#> [3,]     1      1      1      1      1      1      1      1      1      1
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      1      1      1      1      1      1      1      1      1      1
#> [2,]      1      1      1      1      1      1      1      1      1      1
#> [3,]      1      1      1      1      1      1      1      1      1      1
#>      [,309] [,310] [,311] [,312]
#> [1,]      1      1      1      1
#> [2,]      1      1      1      1
#> [3,]      1      1      1      1
#> 
#> 
#> $df
#>      [,1] [,2] [,3] [,4] [,5]
#> [1,]    3    3    3    3    3
#> [2,]    3    3    3    3    3
#> [3,]    3    3    3    3    3
#> 


## ------------------------------------------------
## Method `PosteriorBSVARSV$get_last_draw()`
## ------------------------------------------------

data(us_fiscal_lsuw)

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

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

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


## ------------------------------------------------
## Method `PosteriorBSVARSV$is_normalised()`
## ------------------------------------------------

# upload data
data(us_fiscal_lsuw)

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

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

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

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

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


## ------------------------------------------------
## Method `PosteriorBSVARSV$set_normalised()`
## ------------------------------------------------

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

# upload data
data(us_fiscal_lsuw)

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

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

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

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

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