TensorTools
Introduction
TensorTools is a set of tools to manipulate 3D tensors of data. The package follows the work of Kernfeld, E., Kilmer, M., and Aeron, S. https://doi.org/10.1016/j.laa.2015.07.021. For most operations, the first step is to take a discrete linear transpose along mode 3. The TensorTools package allows manipulation of tensors using one of 6 discrete transforms.
General principles:
Results are transformation dependent. In other words, multiplying 2 tensors together using a different transformation will give you a different product.
Inverses are not unique. In other words, different transformations yield inverses that are scaled differently. When calculating:
tmult(A,tInv(A),"tform") =I, the identity tensor will have zeros for all lateral slices except the first slice and the first lateral slice will be an identity matrix times some scalar. The scalar will be different depending on which transform was used as well as the number of lateral slices.If you calculate the inverse tensor and then use the inverse tensor in a product, you must use the same transformation that was used to find the inverse tensor. The same is true for the tensor transpose function.
S-3 Class
For storing and implementing tensor operations, TensorTools is built around an S-3 class in R. Tensors store multi-dimensional arrays. The modes of a tensor represent the dimensions of the multi-dimensional array that is being stored. Using an S-3 class, one can access the tensor modes by using the standard $ functionality in R. For example, mytensor$modes. Similarly, the data in the tensor can be accessed by mytensor$data.
A <- t_rand(modes=c(3,4,5))
A$modes
#> [1] 3 4 5
A$data
#> , , 1
#>
#> [,1] [,2] [,3] [,4]
#> [1,] -1.169704 0.3585726 1.21326760 0.8380304
#> [2,] -1.399304 -1.3433914 0.49591278 0.7165754
#> [3,] -1.535192 -1.2410766 -0.08327957 0.3067835
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.1292711 0.3861184 0.4878557 0.5645443
#> [2,] -0.6051562 0.1817875 1.3465159 0.1276991
#> [3,] 0.4506682 -1.6908141 0.3514618 0.9835504
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4]
#> [1,] -0.1339859 -1.21182152 -1.0851117 -1.53735777
#> [2,] -0.7035519 0.62133597 -0.3587717 -0.96470457
#> [3,] -1.8017453 -0.05273313 0.7657402 0.03887568
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.1408522 0.03137077 -2.232439 -0.09579496
#> [2,] 0.3439723 -0.16756693 2.835982 1.67630145
#> [3,] 1.2410649 -0.24037063 -1.559198 0.25971827
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4]
#> [1,] -0.2192646 1.8731039 -1.9164313 0.9711861
#> [2,] 0.6795498 -0.9255441 -1.3380459 0.5498071
#> [3,] 0.8184791 0.6829712 -0.4317155 -0.2413184Tensor Multiplication
The tensor multiplication function (tmult) multiplies two tensors.
Step one is to perform a discrete transform along mode 3. After
transformation, the frontal slices are multiplied to together resulting
in a new tensor.
Because the frontal faces are multiplied together, the second mode of the first tensor must match the first mode of the second tensor. As a example, we can multiply a 3 × 4 × 2 tensor by a 4 × 5 × 2 tensor. In addition, mode 3 dimensions must also match. If you are using the discrete wavelet transform, there is an additional requirement that the mode 3 dimension must be a of length 2n where n > 1 otherwise you must 0 pad the tensor in that dimension.
A <-t_rand(modes=c(3,4,2))
B <- t_rand(modes=c(4,5,2))
tmult(x=A,y=B,"dct")
#> $modes
#> [1] 3 5 2
#>
#> $data
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.2533545 0.2214443 -1.0897240 -0.08169521 1.642567
#> [2,] -0.8347073 3.8361079 0.1250236 -1.74240867 2.142987
#> [3,] -0.8676881 2.3509886 1.0199506 -1.00435957 2.132258
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.09232156 -0.09237813 0.5712571 -0.05823035 -1.0965846
#> [2,] 3.08755504 -0.04129310 -3.9005433 -1.63937096 -0.3433381
#> [3,] 2.49229074 -0.12372157 -2.9080207 -0.74881194 2.9773661
#>
#>
#> attr(,"class")
#> [1] "Tensor3"Tensor Inverse
The tensor inverse function (tINV) performs a discrete
transformation down mode 3. Then, each of the frontal slices are
inverted. Because the slices must be inverted, the mode 1 and mode 2
dimensions must be equal.
A <- t_rand(modes=c(3,3,2))
Ainv = tINV(A,"dct")
tmult(A,Ainv,"dct") # the result is an identity tensor
#> $modes
#> [1] 3 3 2
#>
#> $data
#> , , 1
#>
#> [,1] [,2] [,3]
#> [1,] 1.414214e+00 1.230771e-16 -2.998775e-16
#> [2,] -5.375156e-16 1.414214e+00 1.429647e-16
#> [3,] -2.638887e-17 3.218163e-17 1.414214e+00
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 0.000000e+00 -1.682945e-16 2.229665e-17
#> [2,] 3.155890e-16 -1.110223e-16 -5.177902e-16
#> [3,] -1.135698e-16 -1.478831e-16 2.220446e-16
#>
#>
#> attr(,"class")
#> [1] "Tensor3"Tensor Transpose
The tensor transpose (t_tpose) performs a discrete
transformation down mode 3. Then, each of the frontal slices are
transposed.
A <- t_rand(modes=c(3,5,2))
A
#> $modes
#> [1] 3 5 2
#>
#> $data
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -1.9575119 -1.11439120 1.5002858 0.04093459 -1.37648651
#> [2,] -0.2692032 0.08462703 0.6113380 -1.58569467 0.48874204
#> [3,] 0.3387797 0.72395247 0.1847394 -0.03751616 -0.03913232
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.3094962 -0.9643119 -1.421368 -1.33585330 -1.7415439
#> [2,] 0.8547943 -0.3017661 -0.573449 -0.06010664 0.3076251
#> [3,] -0.7162473 0.3849704 0.387489 0.20114018 1.6568960
#>
#>
#> attr(,"class")
#> [1] "Tensor3"
t_tpose(A,"dct")
#> $modes
#> [1] 5 3 2
#>
#> $data
#> , , 1
#>
#> [,1] [,2] [,3]
#> [1,] -1.95751190 -0.26920321 0.33877972
#> [2,] -1.11439120 0.08462703 0.72395247
#> [3,] 1.50028582 0.61133797 0.18473936
#> [4,] 0.04093459 -1.58569467 -0.03751616
#> [5,] -1.37648651 0.48874204 -0.03913232
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] -0.3094962 0.85479431 -0.7162473
#> [2,] -0.9643119 -0.30176614 0.3849704
#> [3,] -1.4213684 -0.57344901 0.3874890
#> [4,] -1.3358533 -0.06010664 0.2011402
#> [5,] -1.7415439 0.30762512 1.6568960
#>
#>
#> attr(,"class")
#> [1] "Tensor3"Eigenvalue Decomposition
The eigenvalue decomposition function (tEIG) performs an eigenvalue
decomposition on a tensor whose dimensions are n × n × k using
any discrete transform. The function returns 2 tenors, an n × n × k tensor
of eigenvectors and a diagonal tensor of eigenvalues which is also n × n × k. Notice
that if we multiply PDP−1
we obtain the original tensor.
A = t_rand(modes=c(3,3,2))
result = tEIG(A,"dst")
A$data-tmult(tmult(result$P,result$D,"dst"),tINV(result$P,"dst"),"dst")$data # zero tensor
#> , , 1
#>
#> [,1] [,2]
#> [1,] 4.857226e-16+1.063964e-16i -4.440892e-16+1.480297e-16i
#> [2,] 1.165734e-15+0.000000e+00i -8.881784e-16+0.000000e+00i
#> [3,] -1.110223e-16-1.110223e-16i 1.887379e-15-1.110223e-16i
#> [,3]
#> [1,] -4.440892e-16+0.000000e+00i
#> [2,] -6.661338e-16-3.700743e-17i
#> [3,] -6.661338e-16+0.000000e+00i
#>
#> , , 2
#>
#> [,1] [,2]
#> [1,] 2.220446e-16-8.569031e-17i 1.110223e-15-2.957648e-16i
#> [2,] 1.332268e-15-9.223034e-17i -6.661338e-16-2.265009e-16i
#> [3,] 4.440892e-16-4.387905e-17i -4.440892e-16+5.639792e-17i
#> [,3]
#> [1,] -2.220446e-16+2.900967e-18i
#> [2,] 4.440892e-16+1.042126e-17i
#> [3,] -5.551115e-16+4.341579e-18iLU Decomposition
The LU decomposition factors a 3-mode tensor into a lower triangular tensor and an upper triangular tensor.
Note: In order to perform this operation, the frontal slices need to be square.
A <- t_rand(modes=c(3,3,2))
result <- tLU(A,"dht")
A$data-tmult(result$L,result$U,"dht")$data
#> , , 1
#>
#> [,1] [,2] [,3]
#> [1,] 0.000000e+00 0.000000e+00 -1.110223e-16
#> [2,] -1.110223e-16 -5.551115e-17 -2.220446e-16
#> [3,] 5.551115e-17 -6.245005e-16 -1.221245e-15
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 0 1.387779e-17 0.000000e+00
#> [2,] 0 1.387779e-17 0.000000e+00
#> [3,] 0 3.330669e-16 1.665335e-15QR Decomposition
The QR decomposition factors a 3-mode tensor into a left singular tensor object tensor and a right singular tensor object.
Note: In order to perform this operation, the frontal slices need to be square.
A <- t_rand(modes=c(3,3,2))
result <- tQR(A,"fft")
A$data-tmult(result$Q,result$R,"fft")$data
#> , , 1
#>
#> [,1] [,2] [,3]
#> [1,] 2.220446e-16 8.326673e-17 1.110223e-16
#> [2,] 1.110223e-16 1.110223e-16 1.110223e-16
#> [3,] 5.204170e-18 3.330669e-16 0.000000e+00
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 1.665335e-16 -2.220446e-16 5.551115e-17
#> [2,] 0.000000e+00 -2.220446e-16 0.000000e+00
#> [3,] 0.000000e+00 -4.440892e-16 0.000000e+00Singular Value Decomposition
As an example, we use singular value decomposition (SVD) for image compression. By factoring a tensor $\cal{A}$ into orthogonal tensors $\cal{U},\cal{S}$ and $\cal{V}$ using the SVD, we can then truncate the tensor to the first k singular values and compare different transforms to the original image.
library(raster)
#> Loading required package: sp
library(grid)
data(raytrace)
tform = "dct"
A = raytrace$boat
wSVD = tSVD(A,tform)
k = 30 # number of singular values kept
U = wSVD$U
V = wSVD$V
S = wSVD$S
tV = t_tpose(V,tform)
Uk = t_rand(modes = c(128, k, 128))
Sk = t_rand(modes = c(k, k, 128))
Vk = t_rand(modes = c(k, 128, 128))
Uk = U$data[,1:k,]
Sk = S$data[1:k,1:k,]
Vk = tV$data[1:k,,]
Uk = as.Tensor(Uk)
Vk = as.Tensor(Vk)
Sk = as.Tensor(Sk)
X = tmult(Uk, Sk,tform)
X = tmult(X, Vk, tform)
# See how close the compressed image is to the original image
fnorm(X$data-A$data)
#> [1] 15.9201
# feature scale
if (tform=="fft"){
Xnew=Re(X$data)
} else {
Xnew = X$data
}
Xnew = X$data
newX = (Xnew-min(Xnew))/(max(Xnew)-min(Xnew))
# View Images
# Compressed imagelibrary(raster)
library(grid)
data(raytrace)
tform = "dct"
A = raytrace$boat
wSVD = tSVD(A,tform)
k = 30 # number of singular values kept
U = wSVD$U
V = wSVD$V
S = wSVD$S
tV = t_tpose(V,tform)
Uk = t_rand(modes = c(128, k, 128))
Sk = t_rand(modes = c(k, k, 128))
Vk = t_rand(modes = c(k, 128, 128))
Uk = U$data[,1:k,]
Sk = S$data[1:k,1:k,]
Vk = tV$data[1:k,,]
Uk = as.Tensor(Uk)
Vk = as.Tensor(Vk)
Sk = as.Tensor(Sk)
X = tmult(Uk, Sk,tform)
X = tmult(X, Vk, tform)
# See how close the compressed image is to the original image
fnorm(X$data-A$data)
#> [1] 15.9201
# feature scale
if (tform=="fft"){
Xnew=Re(X$data)
} else {
Xnew = X$data
}
Xnew = X$data
newX = (Xnew-min(Xnew))/(max(Xnew)-min(Xnew))
# View Images
# Compressed image
grid.raster(newX[,45,])
Linear Discriminate Analysis
The $\tt{tLDA(\cA,nClass,nSamplesPerClass,\texttt{"tform"})}$ function performs tensor linear discriminate analysis on a 3-mode tensor. The function assumes that the classes are sorted.
For illustration purposes, we use a subset of the MNIST handwritten digits provided with the TensorTools package.
We sort the digits based on the labels.
Using a small subset, for illustration purposes, we perform tLDA.
T <- T_sorted[,c(1:2,1001:1002,2001:2002,3001:3002,4001:4002,5001:5002,6001:6002,7001:7002,8001:8002,9001:9002),]
tLDA(as.Tensor(T),10,2,"dct")
#> $modes
#> [1] 28 9 28
#>
#> $data
#> , , 1
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.12272195 -0.395572719 0.61972638 0.720950181 -0.019428021
#> [2,] 0.01878684 0.043279945 -0.34606866 -0.514249068 0.271375273
#> [3,] 0.18494652 -0.256118296 -0.30286542 -0.272182698 0.331767546
#> [4,] -0.04275312 -0.058278092 0.14572301 0.116555358 -0.173564432
#> [5,] -0.47399183 0.342008983 -0.01938374 -0.145457060 -0.037101421
#> [6,] 0.65256058 -0.405642161 0.03543964 0.203541640 -0.219184049
#> [7,] -0.27821616 0.465847849 0.04726328 0.053624782 0.179846180
#> [8,] 0.13756111 -0.385358476 0.09822100 0.038352204 0.019199299
#> [9,] -0.20636945 0.081149271 0.01830344 -0.049260444 -0.067063515
#> [10,] -0.18413386 -0.001736094 -0.08589441 0.049673742 -0.038427858
#> [11,] -0.02962857 -0.142520338 0.18040336 -0.035626442 -0.026288169
#> [12,] 0.12492466 0.026298059 0.13197559 0.088478264 -0.041044539
#> [13,] -0.07119913 0.064725793 -0.01139368 0.136183488 -0.108808928
#> [14,] -0.31574510 0.156872446 -0.15913437 -0.122169632 -0.133142212
#> [15,] 0.17759257 0.045374521 -0.01000768 0.073876265 0.123535120
#> [16,] -0.10881974 -0.013994545 -0.02087393 -0.159697034 -0.002396189
#> [17,] 0.18142781 -0.170547794 0.08681037 -0.130319383 -0.107149323
#> [18,] 0.04427764 0.167935759 -0.21137619 -0.082338614 -0.065565572
#> [19,] -0.05459907 -0.116532953 0.12801814 0.103690448 -0.010514825
#> [20,] 0.10339646 0.016133176 0.06750463 0.082995948 0.031137321
#> [21,] -0.04592470 0.258634505 -0.01079660 -0.157927622 -0.056648247
#> [22,] -0.02234147 -0.291158545 -0.04794815 0.007830591 0.320581371
#> [23,] 0.35450272 0.214656255 0.04447090 0.172474407 0.210644098
#> [24,] 0.05680040 0.197630118 -0.15381838 -0.065855899 0.061276401
#> [25,] 0.03094559 -0.200944970 0.04436599 -0.384358387 0.006798948
#> [26,] -0.07597794 0.122866335 0.25084176 -0.219813158 -0.043026808
#> [27,] 0.20260775 -0.289421126 -0.03829325 -0.047235698 -0.086678382
#> [28,] -0.23977414 0.056236511 0.34344647 -0.722892052 -0.188647494
#> [,6] [,7] [,8] [,9]
#> [1,] -0.158569298 0.187026832 -0.155450579 -0.340154326
#> [2,] 0.160923838 -0.385564193 -0.153949259 -0.368891987
#> [3,] -0.134118184 0.487214683 0.164435249 -0.269499098
#> [4,] -0.005663188 0.137623267 -0.027641451 -0.258364118
#> [5,] 0.128516199 0.121278749 0.015664212 0.086017890
#> [6,] -0.237478627 -0.014818313 0.184350257 -0.424820100
#> [7,] -0.025779067 0.119671127 -0.035518634 -0.280734176
#> [8,] 0.197369246 0.029791067 0.037045468 -0.043632021
#> [9,] -0.139465259 -0.192472934 -0.134215345 -0.026830339
#> [10,] -0.037491433 -0.006885577 -0.004932062 -0.023856797
#> [11,] 0.047739640 0.039762009 0.049024111 0.042265594
#> [12,] -0.110708563 -0.025191573 -0.005816768 0.009834742
#> [13,] -0.023099737 0.107910251 0.053710780 0.091732481
#> [14,] 0.050877909 0.072865076 -0.034633226 -0.026131788
#> [15,] 0.072717659 -0.013109617 -0.077147706 -0.024990149
#> [16,] 0.028899633 0.044839453 0.037780532 -0.024834575
#> [17,] 0.050405336 0.011392809 -0.005109142 -0.013569477
#> [18,] -0.044909671 0.082513012 0.094329228 0.015334426
#> [19,] -0.039265078 -0.116521299 0.025044534 0.025932978
#> [20,] -0.125259797 0.076584031 0.123072188 -0.012834166
#> [21,] 0.060502271 0.090767772 -0.002855372 0.035865292
#> [22,] 0.125427420 0.125042842 -0.020499992 -0.021974114
#> [23,] -0.052230078 0.012312377 -0.089609947 -0.043075941
#> [24,] 0.151326775 0.014880293 0.180397054 0.048159577
#> [25,] 0.040504408 -0.143464224 -0.066308275 0.148156670
#> [26,] -0.184077145 -0.162397170 -0.070497973 0.205305441
#> [27,] -0.308385703 -0.404727996 -0.712862093 -0.533148204
#> [28,] -0.403347502 -0.048758107 0.569923351 1.102197470
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 2.665689e-01 0.085951017 0.50677054 0.45873890 1.385594e-01
#> [2,] -2.804147e-02 0.141884731 0.06582896 -0.15994495 -3.377892e-01
#> [3,] -1.104093e-01 -0.147652990 -0.32941873 -0.47816642 2.108311e-01
#> [4,] -2.971399e-01 0.129132264 0.11888523 0.37177757 3.076869e-01
#> [5,] -2.596707e-02 0.282026705 -0.06045455 -0.13130552 -3.832125e-02
#> [6,] -3.521989e-01 -0.295420847 0.33259210 0.67925776 -3.287549e-01
#> [7,] 1.251060e-02 -0.154650978 -0.11885793 0.17006515 1.062247e-01
#> [8,] -1.133989e-01 -0.267995689 -0.11915468 -0.13860276 -2.365602e-02
#> [9,] -1.963882e-01 0.041971066 -0.12302623 -0.04881904 7.008605e-04
#> [10,] 4.673316e-02 -0.254119670 -0.09984613 -0.12301860 -9.835730e-03
#> [11,] -1.768885e-01 -0.074888721 -0.07476475 0.06313437 1.424859e-01
#> [12,] -7.424515e-02 0.241336832 0.06228775 0.01172136 -5.500335e-02
#> [13,] 8.490326e-05 -0.062020837 -0.09464664 0.04942508 -4.099643e-02
#> [14,] -1.100569e-01 0.156663110 0.01646825 0.05124016 -7.206755e-02
#> [15,] 1.280417e-01 0.119137193 0.16396131 0.06486925 8.092843e-03
#> [16,] 2.563188e-02 -0.206139012 -0.11452623 -0.07925056 -8.165567e-02
#> [17,] -1.805940e-01 0.037329588 -0.06788695 0.11544928 9.643924e-02
#> [18,] 1.311396e-01 0.125187185 -0.02929234 -0.07223216 -3.288720e-02
#> [19,] 7.117994e-02 -0.003489005 -0.11657653 -0.08337996 4.436396e-02
#> [20,] 1.781666e-01 0.058908271 0.06563343 0.08335828 2.353073e-05
#> [21,] 8.358805e-03 0.091168948 -0.14854152 -0.13925048 -1.638742e-01
#> [22,] -4.169861e-01 -0.141654374 -0.13800874 0.19819792 -1.853401e-01
#> [23,] -1.088380e-02 0.064451533 0.19643207 -0.03520099 2.725657e-01
#> [24,] -3.404047e-01 0.076808343 -0.04349783 -0.05468657 4.371586e-02
#> [25,] -1.473080e-01 0.239549859 0.19082117 0.50853756 6.790079e-02
#> [26,] 1.844325e-01 -0.306621310 -0.20629690 -0.22558548 -4.730605e-02
#> [27,] -8.370809e-02 0.410915190 0.12193252 -0.21689637 2.186092e-01
#> [28,] 5.877419e-03 -0.127819206 0.16463932 0.12647016 -4.204501e-02
#> [,6] [,7] [,8] [,9]
#> [1,] -0.656597329 -0.193581143 -0.164538864 -0.1232048568
#> [2,] 0.092262839 -0.056693694 0.040706456 0.2405072987
#> [3,] 0.237171423 0.458358070 0.251485591 0.0055566214
#> [4,] 0.115340035 0.069536034 -0.013042187 0.0560514703
#> [5,] -0.131056229 -0.061009956 -0.023369133 -0.0389366565
#> [6,] -0.046689381 0.001793989 0.018254950 0.2890667054
#> [7,] 0.069813960 0.026267853 0.326476340 -0.1457642229
#> [8,] 0.096881564 0.100427087 -0.073376264 0.0256632529
#> [9,] 0.055142461 0.136920160 0.106306211 0.0223040821
#> [10,] 0.044039106 -0.088345977 -0.117377915 -0.0259313225
#> [11,] 0.014474581 -0.051718728 -0.019013322 -0.0479852147
#> [12,] 0.005819433 0.058750205 0.041867478 -0.0120925290
#> [13,] -0.066720643 -0.179173243 -0.181394595 -0.0868337099
#> [14,] -0.175891063 0.007860500 0.210956661 0.0707778870
#> [15,] -0.018148948 -0.113293657 -0.065066900 0.0670072303
#> [16,] 0.042640322 0.021613444 -0.001082792 -0.0319546238
#> [17,] -0.144447428 -0.082290443 0.029822693 -0.0118092940
#> [18,] -0.044577009 -0.148070367 -0.036978943 -0.1243721000
#> [19,] 0.031451454 0.098333296 -0.006896562 -0.0459517956
#> [20,] -0.006941623 -0.008116397 -0.103718255 0.0002282484
#> [21,] -0.260490985 -0.218615085 -0.001096994 -0.0503225982
#> [22,] -0.087975786 0.003300148 0.130457701 0.1262342037
#> [23,] 0.262492906 0.035260869 0.050863508 0.0621834269
#> [24,] -0.007999311 0.026704226 -0.067779320 0.0835228753
#> [25,] -0.038156402 0.274377742 0.195029334 -0.0596968948
#> [26,] -0.042950908 -0.225138434 -0.095077043 -0.0020906286
#> [27,] 0.212876214 0.037662368 -0.451555927 0.1444420376
#> [28,] 0.026315056 0.234126609 0.284500924 0.2900298006
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.19984667 -0.013182910 -0.063844369 0.252273320 -0.11980397
#> [2,] -0.11429725 0.141219554 -0.114993849 -0.189782848 -0.22208860
#> [3,] -0.08127158 -0.068376179 -0.187501542 -0.074009685 -0.02338783
#> [4,] -0.18581817 -0.130745993 0.201352033 -0.105027952 -0.13988484
#> [5,] -0.34597664 0.096774700 -0.026382257 0.081422970 0.25848301
#> [6,] -0.03331336 0.345240307 0.192824022 0.063353504 -0.32485945
#> [7,] -0.01719804 -0.295468730 -0.172959355 0.265936796 0.19783209
#> [8,] -0.05914853 0.171539521 -0.242081274 -0.054940006 -0.07147022
#> [9,] 0.08783520 0.194747981 0.143832927 0.083131823 0.08506492
#> [10,] 0.27698394 0.067299443 0.129760438 -0.038792327 0.12453260
#> [11,] -0.05858285 0.087916889 -0.158710183 -0.107279520 -0.03191085
#> [12,] 0.11146747 0.121720442 0.153510260 0.225893156 0.03056230
#> [13,] -0.09181542 -0.031652137 0.048774081 -0.232372578 -0.03991173
#> [14,] 0.06699781 -0.184392762 -0.022543002 0.186796553 -0.09502341
#> [15,] -0.01625984 -0.220229731 0.018881067 -0.005621854 -0.12360468
#> [16,] -0.01355748 0.203875706 0.156233733 0.187309711 0.04363827
#> [17,] -0.04747530 0.199182795 0.122460216 -0.028197561 -0.04307250
#> [18,] -0.08444363 -0.082640242 0.238881508 0.024140196 0.07023840
#> [19,] -0.02248467 -0.012620340 -0.160061749 -0.104773637 -0.01135574
#> [20,] -0.23760650 0.175197814 0.286960350 0.032086660 -0.04765255
#> [21,] -0.07520185 -0.237792245 -0.164691968 0.028656660 0.12171196
#> [22,] -0.01410465 0.014489817 0.065279181 0.011617113 -0.12981284
#> [23,] 0.21324094 0.074536582 0.006838277 0.073546169 0.01116840
#> [24,] -0.21429090 0.218977300 -0.196612271 -0.285599746 -0.05237714
#> [25,] -0.16260100 0.055239446 -0.206182897 -0.126813173 0.03206868
#> [26,] 0.16790537 -0.370025386 -0.339697648 0.016051472 0.08374263
#> [27,] -0.16454754 0.006814812 -0.375775211 -0.103733442 -0.07099493
#> [28,] 0.05453122 0.268913640 0.237689316 0.536336829 0.19415491
#> [,6] [,7] [,8] [,9]
#> [1,] -0.51841511 -0.245837693 0.254753572 1.550856e-01
#> [2,] 0.12717613 0.163046248 -0.606550834 -2.679142e-01
#> [3,] 0.02582435 0.615607456 0.349973849 1.283913e-01
#> [4,] -0.21521846 -0.012757656 0.174379594 6.887012e-02
#> [5,] 0.47911249 0.409717774 0.024936286 -1.640365e-01
#> [6,] 0.02686625 -0.099127146 -0.149472848 1.268584e-01
#> [7,] 0.29781204 0.206174273 0.209274260 5.124893e-02
#> [8,] -0.08101130 -0.100241108 -0.054704613 -2.240561e-02
#> [9,] 0.18428610 0.212239765 0.219315123 9.818073e-02
#> [10,] 0.01721453 -0.010952566 -0.005920803 8.645851e-02
#> [11,] 0.04035899 0.058171511 0.040777118 -2.962131e-02
#> [12,] 0.02211623 0.067707617 -0.021630588 -8.595716e-03
#> [13,] -0.09392815 0.026872130 0.005976387 -1.064081e-02
#> [14,] 0.03353359 0.007042955 -0.084050780 -1.513987e-02
#> [15,] -0.21494190 0.014671813 0.119964538 -7.113683e-02
#> [16,] 0.17554979 -0.040705918 0.027578840 1.626692e-02
#> [17,] -0.12020330 0.062535043 -0.009718243 2.820166e-02
#> [18,] 0.07374408 0.034130900 -0.011447929 3.723805e-02
#> [19,] 0.01529680 0.059002860 0.034864209 1.912543e-02
#> [20,] 0.01369353 0.021862429 0.022170816 -2.590032e-05
#> [21,] 0.05819541 -0.054147401 -0.137513737 -8.016796e-02
#> [22,] 0.05723719 0.192658942 0.150404527 2.001799e-02
#> [23,] -0.05223717 -0.166591905 -0.106739222 1.394855e-03
#> [24,] 0.10108982 0.001851460 -0.084890222 4.317341e-03
#> [25,] -0.15945397 -0.157966525 -0.074975346 4.609386e-02
#> [26,] -0.15626463 -0.226764854 -0.048828340 1.085417e-03
#> [27,] -0.20312527 -0.240837406 -0.132249827 -6.741534e-02
#> [28,] -0.20556645 -0.524589598 0.352493946 -4.257675e-01
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.29198153 0.083659774 -0.0143367120 -0.284474754 0.079628609
#> [2,] -0.04643093 0.387404958 0.3257149337 -0.081537628 -0.221964081
#> [3,] 0.05683376 -0.401603850 -0.1323900665 0.151551612 -0.334736580
#> [4,] 0.22407536 -0.020526915 -0.0048623202 -0.236938256 -0.129425997
#> [5,] -0.19730289 0.147809749 -0.0785431799 -0.063516563 0.012186472
#> [6,] -0.09667245 -0.029137930 -0.1820204843 0.032540178 -0.055003247
#> [7,] 0.17083574 0.020045849 0.1986307517 0.119586864 0.239278695
#> [8,] -0.03258178 0.070430680 -0.1313420870 0.044341199 0.089617402
#> [9,] -0.34659010 -0.158612705 -0.1055985744 -0.074943288 -0.125418966
#> [10,] 0.14147317 0.014799491 0.0837308960 0.084257024 -0.048416843
#> [11,] -0.18240831 -0.086435702 -0.1913984098 -0.052382599 -0.116821424
#> [12,] 0.01257839 -0.011327382 0.2601662690 -0.016597784 0.032844407
#> [13,] 0.03659184 0.180931760 0.0845514114 0.157797025 0.004210091
#> [14,] -0.08972976 -0.127078776 -0.0800408770 -0.207516875 -0.164855095
#> [15,] 0.26490975 0.126676024 0.2881684891 0.083146084 0.081363767
#> [16,] -0.33068648 -0.031047005 -0.2225053014 -0.036131834 -0.042993790
#> [17,] -0.01116913 -0.112173819 -0.2033408573 -0.116365768 0.037077177
#> [18,] 0.03312088 -0.208752218 0.0204190755 -0.009128858 0.057591340
#> [19,] 0.03598993 0.021748675 0.0984891955 0.115281336 0.024658177
#> [20,] -0.25767275 0.001931465 -0.1248940526 0.126851785 -0.003527012
#> [21,] 0.01012405 0.211060621 -0.1023372574 -0.292096008 -0.232587094
#> [22,] -0.02652626 -0.274763408 -0.0006481372 0.029295777 0.108712003
#> [23,] 0.04743143 -0.097675225 -0.0639963771 0.186030274 0.169898351
#> [24,] -0.20200009 -0.053765347 -0.1559298717 -0.198588621 -0.396798121
#> [25,] 0.46096857 0.150318203 -0.1432418148 -0.140397388 -0.187514500
#> [26,] -0.34661001 0.254028172 -0.1948117145 0.113989250 0.071120310
#> [27,] -0.13189582 -0.038297756 -0.3479852039 -0.223208534 -0.587758926
#> [28,] 0.13324624 0.081823080 -0.4058446052 0.113785992 0.530210200
#> [,6] [,7] [,8] [,9]
#> [1,] -0.024836468 -0.30234647 0.025116851 -0.634699741
#> [2,] -0.164234993 0.17203805 -0.096191727 -0.349846734
#> [3,] -0.258078101 -0.26749803 -0.098383837 -0.060133027
#> [4,] -0.167123301 -0.36709448 -0.066227120 0.110427981
#> [5,] -0.151072972 0.03877877 0.249254718 0.067642316
#> [6,] -0.138834009 0.05967747 -0.027953458 -0.170113968
#> [7,] 0.158700762 0.03433377 0.088655991 0.412977680
#> [8,] 0.116470450 0.01949779 -0.105413581 -0.082571348
#> [9,] -0.129686088 -0.19099165 -0.054695312 -0.001676678
#> [10,] 0.083122364 0.10623671 0.085658457 0.034093998
#> [11,] -0.068919426 -0.03201712 0.060778637 0.065340117
#> [12,] -0.046977690 0.02159765 0.057869839 -0.120220858
#> [13,] -0.018009377 -0.05160276 -0.030997999 0.056320701
#> [14,] -0.053526026 -0.11180751 0.040711001 0.077789449
#> [15,] -0.001488869 -0.06740253 -0.097342581 0.019255080
#> [16,] 0.005957514 0.07759850 0.056623120 0.049811013
#> [17,] 0.010987443 -0.03184523 0.004759454 -0.046954959
#> [18,] -0.011758379 0.01918586 -0.101222843 -0.001304730
#> [19,] -0.007134779 0.01413170 0.028105695 0.031470936
#> [20,] -0.005754951 0.07449213 -0.105435989 -0.109419359
#> [21,] -0.108164729 0.02111988 0.099697510 0.007403235
#> [22,] 0.069105189 0.10241053 -0.120976474 -0.056867006
#> [23,] -0.142585364 -0.08398106 0.343487652 -0.121772825
#> [24,] -0.328430701 -0.02504759 -0.179282594 -0.002803921
#> [25,] -0.025792979 -0.11735275 0.055974504 -0.074059103
#> [26,] -0.169684946 0.26430958 0.085581546 0.053516980
#> [27,] -0.467857385 -0.32804840 -0.017530683 -0.369613224
#> [28,] 0.163770388 -0.07305494 -0.008070987 -0.134711916
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.4374759010 -0.050157280 -0.202541845 -0.147041191 0.1970677984
#> [2,] 0.1036075688 -0.185235189 0.130065346 0.082035443 -0.1341202148
#> [3,] 0.0076477919 0.167848102 0.357939915 0.460756219 -0.0956098267
#> [4,] -0.1736437508 0.456661532 0.131371425 0.117070371 0.1013034945
#> [5,] -0.2697207040 0.247249876 0.215446785 0.152595406 0.0896856693
#> [6,] 0.1651635248 -0.137720063 -0.115656365 -0.135392266 -0.0551795207
#> [7,] -0.3604474564 -0.625618447 -0.143778003 0.135653609 0.1732060944
#> [8,] 0.0544984425 -0.088981172 0.192671956 -0.022199326 -0.0478271009
#> [9,] -0.1080802397 0.318534224 0.080625034 0.136870334 0.1441470660
#> [10,] 0.0007757583 -0.176223011 0.189917694 0.166757304 -0.0630510460
#> [11,] -0.3302322766 0.204032297 0.052322698 -0.009810088 0.1502390128
#> [12,] 0.2495022819 -0.198270575 -0.081340320 0.161236894 0.0149061667
#> [13,] -0.0505321847 0.017462949 -0.014365808 -0.140268871 -0.2879375981
#> [14,] -0.1095620310 0.048763272 -0.240555002 -0.042509946 0.0003847636
#> [15,] 0.2307844362 0.018266214 -0.164595625 0.018798310 0.0206717876
#> [16,] -0.0905644901 -0.004685474 0.079187281 -0.073585503 0.0606655216
#> [17,] 0.1104128141 0.158422302 -0.049426666 -0.093427302 -0.0534749885
#> [18,] 0.1349732433 0.027094468 -0.010135877 -0.091310302 0.0171767865
#> [19,] -0.0836099530 -0.084554202 0.157446523 0.083483253 0.0248677721
#> [20,] 0.2113846402 0.013524290 0.022824427 -0.166910342 -0.0209534515
#> [21,] -0.2322223290 0.209485762 -0.129730640 0.133520068 0.1380664746
#> [22,] 0.2057205537 -0.124125454 0.059090672 0.157375509 0.2797097632
#> [23,] 0.0652571882 -0.158331348 0.057975014 -0.327861137 0.1657894909
#> [24,] 0.2295656140 -0.132562458 0.001483514 0.081666859 0.1924230935
#> [25,] 0.0051658719 -0.099228588 0.154797175 0.211197750 0.1957695701
#> [26,] 0.0862540817 0.178231465 0.060557671 -0.113504144 -0.0484721949
#> [27,] -0.2894850208 0.126424404 0.132443640 0.066559742 0.0391278234
#> [28,] -0.0618691580 0.312699521 -0.094078418 -0.191690727 0.3115968730
#> [,6] [,7] [,8] [,9]
#> [1,] 0.007172065 -0.28362467 -0.307546520 -0.442508678
#> [2,] -0.364019221 0.25751845 0.476308960 -0.184613506
#> [3,] -0.398497547 -0.34458272 0.145467125 -0.098791048
#> [4,] 0.073327681 0.29377745 0.079620267 -0.356219499
#> [5,] 0.200161859 0.02990347 -0.133031022 -0.016892117
#> [6,] 0.022162768 -0.07859737 0.061275014 0.146780699
#> [7,] 0.006864152 -0.10801933 -0.024064972 0.007213463
#> [8,] 0.100013613 0.07114273 0.107193475 0.167449029
#> [9,] -0.121571543 -0.05792593 0.065508854 0.021382565
#> [10,] -0.087866091 -0.10701387 -0.052216805 -0.018132249
#> [11,] -0.106751739 0.03444087 -0.049905884 -0.112832599
#> [12,] 0.076990343 0.05083972 0.042907288 0.085993263
#> [13,] -0.012124574 0.06671198 0.028000357 0.077762012
#> [14,] -0.087839888 -0.08510502 -0.073838489 -0.039840013
#> [15,] 0.037107094 0.04564598 -0.112181706 -0.043923795
#> [16,] -0.014612337 0.08560770 0.105426012 0.048182220
#> [17,] 0.080434969 0.09494189 0.006364480 0.065556383
#> [18,] -0.015823176 -0.04549530 -0.029477128 0.087070246
#> [19,] 0.004771731 -0.03860509 0.040530243 -0.001690429
#> [20,] -0.134973744 -0.07715130 0.019503060 -0.037464095
#> [21,] 0.103299739 0.11456381 -0.070202081 -0.073492325
#> [22,] 0.166884707 0.07546946 0.041936027 -0.012514075
#> [23,] -0.085783402 0.09154633 -0.214827384 -0.126565607
#> [24,] 0.220641217 0.06726018 0.008910307 0.006175697
#> [25,] 0.256064282 0.14604153 -0.130823632 -0.064080613
#> [26,] -0.093350568 0.05627681 -0.035157525 0.246911381
#> [27,] -0.324236758 -0.37256995 0.026163729 -0.146768144
#> [28,] 0.280588504 0.41003928 0.622915669 0.178452214
#>
#> , , 6
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 1.084029e-01 0.266070951 0.0956464651 -0.013676346 0.225371161
#> [2,] -1.415246e-02 0.148415321 0.2460433558 0.091983862 -0.133443877
#> [3,] -1.254644e-01 0.093689190 0.5217661937 0.332548337 -0.239956083
#> [4,] -2.826096e-01 -0.069777345 -0.1729763510 -0.042491792 -0.132665011
#> [5,] 8.531303e-02 -0.002348170 -0.0919378797 -0.096274163 0.059793485
#> [6,] 1.655861e-01 0.020569611 0.0442003439 0.327033967 0.286605504
#> [7,] 4.812351e-02 -0.200996897 -0.0430807351 0.029914159 0.086909237
#> [8,] 2.054940e-01 -0.071961857 0.1084355621 0.082866465 -0.041362236
#> [9,] -1.433178e-01 0.109168023 -0.0592316574 -0.134840104 0.008208761
#> [10,] 2.594342e-01 0.230088522 -0.1196674592 -0.254762878 -0.129394980
#> [11,] -1.871135e-01 0.119057307 0.1534493915 0.001449687 0.052120940
#> [12,] 1.461616e-01 -0.001182336 0.1044373731 -0.079638741 -0.026258746
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#> [14,] -6.913290e-02 0.174098688 -0.1120289679 0.141251769 -0.098467710
#> [15,] -7.047480e-02 -0.193456302 0.0475148839 0.015406010 -0.017476058
#> [16,] -4.090692e-04 0.079811159 0.0982993180 0.027410889 -0.081507236
#> [17,] -7.913605e-02 0.037047981 0.1872735212 0.043315747 -0.026091734
#> [18,] 2.185191e-02 -0.113698004 -0.2787659461 -0.072256650 -0.062559278
#> [19,] 1.269240e-01 0.044493636 -0.0428123976 -0.047800697 0.042071432
#> [20,] -1.112259e-01 -0.195741139 -0.0405615149 0.072279200 0.113348990
#> [21,] -9.126327e-02 0.068575036 0.1283146733 -0.090313709 -0.029428845
#> [22,] -8.998548e-02 -0.081914648 -0.2433430054 0.055272200 -0.171476959
#> [23,] 8.346794e-02 -0.146159796 -0.1464448455 -0.066908931 0.046367803
#> [24,] 1.089313e-01 -0.053884648 -0.0695085255 0.140416393 0.130842622
#> [25,] -7.404168e-02 -0.220665041 0.0009737581 -0.124111211 0.095226593
#> [26,] 8.009663e-05 0.035805896 0.1699419806 -0.080160418 -0.120314732
#> [27,] 1.900077e-01 0.337558922 0.1127742632 -0.067988820 0.056167779
#> [28,] -2.095601e-01 0.024432233 0.6908367843 -0.315031247 -0.219565260
#> [,6] [,7] [,8] [,9]
#> [1,] 0.023114322 -0.145637760 -0.028573686 0.266342231
#> [2,] -0.190550575 0.098950831 -0.117170594 0.195865655
#> [3,] -0.383709773 -0.869984988 -0.145015724 -0.299299581
#> [4,] -0.082338688 0.154938319 0.067013512 0.084090305
#> [5,] 0.127158608 0.189587658 0.120653034 -0.020816601
#> [6,] 0.371975639 -0.063367872 -0.245509946 -0.078131867
#> [7,] -0.133524760 -0.020741477 -0.029012195 0.404664531
#> [8,] 0.066940884 0.057874789 0.168202135 -0.227964206
#> [9,] 0.090670646 0.219789345 0.047421289 0.032701217
#> [10,] -0.097207800 -0.027012522 -0.007533389 0.042891750
#> [11,] 0.139127290 0.087729830 0.011053986 0.044998596
#> [12,] 0.001740692 -0.007084868 0.029624514 0.092120396
#> [13,] 0.013220140 0.010576225 -0.063069546 0.024632313
#> [14,] -0.097073489 0.031405817 -0.071515376 -0.111844028
#> [15,] 0.025766011 0.072731662 0.087021718 -0.055239140
#> [16,] -0.058816280 -0.093117180 -0.085333658 0.044849347
#> [17,] -0.028852407 -0.005264276 0.002889322 -0.080666787
#> [18,] 0.088308118 0.024127951 0.010110177 -0.068745176
#> [19,] 0.009028578 -0.008304386 -0.111087231 -0.041033971
#> [20,] 0.115936069 -0.031353940 0.114754178 0.034586650
#> [21,] 0.051364535 0.021969998 -0.039690057 0.063160376
#> [22,] -0.217552026 -0.061372559 -0.087175974 0.039151382
#> [23,] 0.215947685 -0.268748492 -0.316695437 0.023000797
#> [24,] 0.128029975 0.026945221 0.281403135 0.001009445
#> [25,] -0.072788917 -0.041994910 0.171725278 0.088726456
#> [26,] -0.087046986 -0.082834190 0.108362049 -0.185188353
#> [27,] 0.180298950 -0.147664059 -0.042915328 0.162885581
#> [28,] -0.463273962 -0.008986107 -0.114182192 0.527689741
#>
#> , , 7
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.265970372 -0.40592565 -0.336760661 -0.251926216 0.314057749
#> [2,] 0.271815828 0.04398423 0.185747206 0.114920192 -0.244849248
#> [3,] -0.014249890 0.15883876 -0.081882549 -0.059873173 -0.604083027
#> [4,] -0.084521987 -0.14410447 0.102201957 0.098026385 0.280105251
#> [5,] 0.133651035 0.26435278 0.115216672 -0.104443403 0.138829327
#> [6,] 0.248866624 -0.09544095 -0.421524710 -0.114911694 -0.231640922
#> [7,] -0.163386346 -0.23267100 0.009628521 0.025467841 -0.040834077
#> [8,] -0.259563520 -0.03046764 0.041302140 0.002157312 0.097148529
#> [9,] 0.072242595 0.14510136 -0.156825414 -0.181046946 -0.152184466
#> [10,] -0.321541127 -0.10509955 -0.161254166 0.142432415 0.110825474
#> [11,] 0.069397348 0.09508840 -0.063026874 -0.183000103 -0.073760007
#> [12,] -0.060579304 -0.20793695 -0.127867887 0.004232182 0.002189774
#> [13,] -0.073869454 -0.02802401 0.016120160 0.138668260 0.171632587
#> [14,] -0.101577663 0.20428476 0.319806924 0.038771661 -0.015099570
#> [15,] 0.095734776 0.03853400 -0.098147558 -0.023412882 -0.015892106
#> [16,] -0.021290507 0.08974798 0.072396885 -0.027085481 -0.121672611
#> [17,] -0.247982417 0.05642353 -0.018894519 -0.011001361 0.063090109
#> [18,] 0.186608997 0.06263787 0.217446653 0.222281195 0.101509660
#> [19,] 0.054201152 -0.10971492 -0.115660346 -0.144637018 -0.109665758
#> [20,] -0.001694858 0.33938030 0.275173518 0.254006401 -0.059314462
#> [21,] -0.001201561 -0.18419589 0.062131276 0.048076656 0.090942700
#> [22,] 0.287026765 0.16831170 0.296900193 0.238757623 0.049552153
#> [23,] -0.142985968 -0.14608639 0.202593597 0.063877210 -0.427084474
#> [24,] 0.253509352 0.20471586 0.195890380 0.157794812 -0.048256269
#> [25,] -0.309036310 -0.01265441 0.260108857 -0.143533726 -0.279944445
#> [26,] -0.238522186 0.25887880 0.099078166 -0.353998180 0.080278007
#> [27,] 0.003805491 -0.13438040 -0.120317681 -0.283652363 -0.350256945
#> [28,] -0.293582601 0.05164055 0.682298769 0.229849610 0.167497958
#> [,6] [,7] [,8] [,9]
#> [1,] 0.454230888 0.097576970 -0.10006589 0.240768244
#> [2,] -0.030110445 -0.347234349 -0.17987083 -0.027908049
#> [3,] -0.509175881 -0.268821598 0.03205028 -0.709469268
#> [4,] 0.090433606 0.148110837 0.07530964 -0.150276187
#> [5,] 0.067382779 0.034186854 0.01496758 -0.212957968
#> [6,] -0.268063394 -0.094493376 0.16370258 -0.096284974
#> [7,] 0.430644478 0.304509180 0.12478533 0.285142159
#> [8,] 0.029514192 0.001764230 -0.11081014 0.120464145
#> [9,] -0.011295133 -0.159386342 -0.12427614 0.007940128
#> [10,] 0.004494589 0.036408886 0.00390127 0.011859214
#> [11,] 0.063629115 -0.049463360 -0.11299692 -0.061635337
#> [12,] -0.073283463 0.012851229 0.06728911 -0.047281710
#> [13,] -0.050037752 0.006375768 0.09644773 -0.084914889
#> [14,] 0.054820398 -0.149794889 -0.09994616 0.068815655
#> [15,] -0.154722427 -0.056994213 -0.06110353 0.066227598
#> [16,] 0.083030308 -0.033383783 -0.02056868 0.086141447
#> [17,] -0.118675570 -0.098118725 0.02589917 -0.003517855
#> [18,] -0.002681522 -0.022568034 -0.02937817 0.033920255
#> [19,] -0.036423880 0.088756624 -0.03063978 -0.010350210
#> [20,] -0.042891385 0.012718957 0.01286619 -0.032344726
#> [21,] 0.018691647 -0.148804398 0.01078556 -0.064066407
#> [22,] 0.182246270 -0.014385642 0.06491489 -0.022765620
#> [23,] 0.004056301 0.531417357 0.32594651 0.012731873
#> [24,] -0.430530557 -0.145231750 0.04212635 -0.201595862
#> [25,] 0.046065568 0.117806393 0.04005483 0.291440761
#> [26,] 0.148043760 -0.167196580 -0.27149342 0.049973635
#> [27,] -0.140646403 -0.188487237 0.04802690 -0.273040087
#> [28,] -0.016888940 0.120537753 0.07706717 0.462458955
#>
#> , , 8
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.07608484 -0.215022621 -0.103414826 0.196564741 0.261865764
#> [2,] 0.07066782 -0.274985882 -0.097151536 -0.312718984 0.194645585
#> [3,] 0.00122388 0.058379240 -0.084644306 -0.128924682 -0.310730318
#> [4,] -0.14353246 0.485834659 0.144897379 0.036088190 0.085571563
#> [5,] -0.21638842 0.067410459 -0.049395790 0.002298631 0.226524236
#> [6,] 0.06078745 0.119305231 0.194592641 0.171647582 0.141475115
#> [7,] 0.08933967 -0.095609889 -0.299206511 -0.201791117 -0.161336071
#> [8,] -0.04072343 0.064444158 -0.020115466 0.090633217 -0.048406038
#> [9,] 0.01030915 -0.009112448 0.052358461 0.077479928 -0.065029990
#> [10,] 0.05325834 -0.046315212 0.059391526 -0.069070355 -0.144716315
#> [11,] -0.01718296 0.006748268 -0.109876981 0.118933116 0.281379941
#> [12,] 0.22644938 0.052320102 0.232492579 -0.067117630 -0.110662389
#> [13,] 0.09326670 0.065528839 -0.136778749 -0.109641004 -0.103826971
#> [14,] -0.03779783 -0.096739160 0.028185486 0.147964642 0.109448932
#> [15,] -0.25088178 0.077418238 0.066048046 -0.055811900 0.049281877
#> [16,] 0.06808055 -0.097772416 -0.181244402 -0.051842042 -0.010387953
#> [17,] 0.06462865 0.250762543 0.126991660 0.047076413 0.114097885
#> [18,] -0.06923231 0.015632161 -0.072706110 -0.138808936 -0.007679978
#> [19,] -0.06888070 0.044927694 -0.013921046 0.113851944 0.042530680
#> [20,] -0.14413172 0.043268105 -0.006496772 -0.034063278 -0.084046143
#> [21,] 0.26332982 0.190735881 -0.023391174 -0.141304741 0.151719074
#> [22,] 0.01310493 -0.157843692 -0.136511090 0.030053820 0.081965635
#> [23,] 0.20832836 -0.313005979 -0.064281841 0.347897371 0.225808165
#> [24,] -0.19282488 -0.236606959 0.169436185 -0.071098738 0.080009461
#> [25,] -0.39643892 -0.029683907 -0.308131310 -0.067294254 -0.027937748
#> [26,] 0.19429030 0.393653484 -0.036560790 0.193999356 0.315701082
#> [27,] -0.23310672 0.178377368 -0.124764878 0.118825895 0.031058872
#> [28,] 0.05750523 0.097700116 0.019233504 -0.343086472 -0.103127193
#> [,6] [,7] [,8] [,9]
#> [1,] 0.154371929 0.010424720 0.2151763755 0.465037715
#> [2,] 0.454983394 0.078526659 -0.3978641293 -0.383604822
#> [3,] -0.074702650 -0.377962035 -0.3309062478 -0.499990744
#> [4,] -0.107236612 -0.136755524 -0.0025650630 0.041377089
#> [5,] -0.034535071 -0.127444863 -0.0740584254 -0.074418198
#> [6,] 0.449450095 0.435821276 -0.1115188581 0.309855610
#> [7,] -0.291298926 -0.106071751 -0.2532959044 0.125759063
#> [8,] -0.044959668 -0.160906659 -0.2274838049 -0.120139543
#> [9,] -0.029563368 0.007509073 -0.0366655522 -0.048889053
#> [10,] 0.035439788 0.134700951 0.1552088290 0.063408340
#> [11,] -0.011777067 -0.045708011 -0.0557239433 0.015176976
#> [12,] 0.053470895 0.025244365 0.0054740049 0.013586548
#> [13,] -0.043890346 0.024699535 -0.0002672599 0.001993511
#> [14,] -0.008639642 0.001431802 0.0630060758 0.019573344
#> [15,] 0.099935498 0.004041849 0.1238111006 0.037919731
#> [16,] -0.002971932 0.060231984 0.0659763517 -0.027886813
#> [17,] 0.194559537 0.104805915 0.0256947095 -0.009815866
#> [18,] -0.057656798 -0.029870288 -0.0273875676 -0.020492982
#> [19,] 0.053218308 0.029739523 0.0735077733 0.093837432
#> [20,] 0.113632228 0.060533717 -0.0519258346 -0.026116162
#> [21,] 0.058636199 0.095085888 0.0750656326 0.016994348
#> [22,] 0.225676470 0.102970208 -0.1829038178 -0.209227738
#> [23,] -0.029346633 -0.151700948 -0.0097433011 0.040287162
#> [24,] 0.111274452 0.038603472 -0.2985160596 -0.073871232
#> [25,] -0.055080885 -0.239705913 -0.1972451285 -0.301760378
#> [26,] -0.046370482 -0.026087228 -0.0815469892 -0.184970188
#> [27,] -0.109731671 -0.230034167 -0.1219415448 -0.279901228
#> [28,] -0.193808650 -0.003139751 0.3925073874 0.265211142
#>
#> , , 9
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.076513484 0.037923887 0.093675900 0.214598076 0.007011995
#> [2,] 0.210899520 0.109589698 -0.150365508 -0.213028697 0.124113070
#> [3,] 0.401214470 0.227107744 0.147519935 -0.077061258 -0.265966645
#> [4,] -0.525157477 0.100976232 -0.111635352 0.031031731 -0.057521354
#> [5,] -0.015552681 -0.091054562 0.031263695 0.047967693 0.001504572
#> [6,] 0.195720365 0.175751251 -0.299836561 -0.248770418 -0.042340231
#> [7,] -0.318957899 0.115174003 -0.318181264 0.127948520 -0.032775972
#> [8,] 0.162835619 -0.017707163 -0.028726660 0.229780373 0.252948649
#> [9,] 0.018894642 0.047948671 0.076891512 0.054045815 0.216440496
#> [10,] 0.009501207 -0.209522600 -0.141295707 -0.027074746 0.054658895
#> [11,] 0.117394575 0.261429856 0.048421597 -0.025883803 -0.038764259
#> [12,] -0.213984599 -0.326725368 -0.191857253 0.001394844 0.057268604
#> [13,] -0.123642489 0.021276299 0.064355644 0.024502599 -0.039401365
#> [14,] -0.090214841 0.138640266 0.091244240 0.156583353 -0.104633080
#> [15,] -0.059591744 0.157683500 0.101236958 0.029871336 0.073102169
#> [16,] 0.105014427 -0.009775809 -0.099689086 -0.086366649 0.068489586
#> [17,] 0.149762251 0.055870957 0.002361666 0.102649622 0.131944347
#> [18,] -0.162373833 -0.063485385 0.065924969 -0.072101035 -0.070979027
#> [19,] 0.138346791 -0.108653518 0.126400898 0.147942953 0.008817100
#> [20,] 0.168200639 -0.088311814 0.224266567 0.045210106 -0.024007929
#> [21,] -0.427938454 -0.092824159 -0.097867377 -0.046309427 -0.177180455
#> [22,] -0.038945694 0.108343995 -0.017417272 0.025678743 0.138368343
#> [23,] 0.375444577 0.152370357 0.134228521 -0.074297700 -0.056017227
#> [24,] 0.260435969 0.033906346 -0.017596604 0.045377730 0.065928986
#> [25,] 0.172680362 0.200563272 0.120816215 0.140985673 0.064783743
#> [26,] -0.362028578 -0.258942403 0.027057842 -0.070998427 -0.007684227
#> [27,] 0.216530128 0.280397209 0.372843969 0.062743355 0.008807382
#> [28,] 0.577575579 -0.034652321 -0.224795196 0.119905321 0.599071036
#> [,6] [,7] [,8] [,9]
#> [1,] 0.4527923248 0.204807588 0.088671663 0.271001521
#> [2,] -0.2575187185 -0.338940701 -0.272743702 -0.381727754
#> [3,] 0.0811488571 -0.188361914 -0.545200971 0.084892963
#> [4,] -0.1540131315 -0.009538913 -0.138657694 0.129110422
#> [5,] 0.1365541493 0.135548210 0.042019151 0.002573924
#> [6,] -0.1222623932 -0.127324829 0.128591014 0.169909521
#> [7,] -0.0924810928 -0.027494536 -0.231213842 -0.175023059
#> [8,] 0.0865179117 0.107004346 0.060044432 0.119203514
#> [9,] -0.0441267528 0.016493328 0.182321961 0.010654188
#> [10,] 0.0043294519 -0.141735101 -0.155113937 -0.003757837
#> [11,] -0.0895974319 -0.049263833 0.076177636 -0.108212263
#> [12,] 0.0614598988 -0.005437826 0.014886450 0.011528409
#> [13,] 0.0431954537 -0.008527833 -0.056880135 -0.008182279
#> [14,] -0.1835941997 0.034699944 0.051740885 -0.038386292
#> [15,] 0.0656398947 0.044798544 -0.058210922 -0.100399527
#> [16,] -0.1539670177 -0.042821743 -0.043722202 0.022116771
#> [17,] 0.0531670109 -0.041253575 -0.109440433 -0.146646477
#> [18,] -0.0348682121 -0.026973065 0.084743092 0.033456320
#> [19,] -0.0233378310 -0.086703473 -0.023181501 0.002690432
#> [20,] 0.0295390304 0.102022379 -0.060159387 0.012582213
#> [21,] 0.0167476642 -0.028576831 -0.077878099 -0.084563830
#> [22,] 0.0794903660 -0.111784745 -0.166184773 0.145462997
#> [23,] -0.0007705147 -0.128495581 0.139125892 0.087308301
#> [24,] 0.0234739125 -0.173999343 -0.002102685 0.040966473
#> [25,] -0.1015783253 0.222159384 0.214084284 0.220703563
#> [26,] 0.0938807823 -0.123345175 0.358396660 0.012550688
#> [27,] 0.2885291638 0.017557906 -0.429409359 -0.296675464
#> [28,] -0.4715689496 -0.653554340 -0.115147592 -0.422046837
#>
#> , , 10
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.178169963 0.110978170 0.092749843 -0.001069079 -0.194661180
#> [2,] -0.166515307 0.184802778 0.198716128 0.035123965 0.138953607
#> [3,] -0.199120701 -0.343594923 -0.274435794 0.301805943 0.427272690
#> [4,] -0.029248621 0.349522724 -0.166869082 -0.207295128 0.101259530
#> [5,] -0.026937657 0.012887048 -0.142001766 -0.107741540 -0.023734480
#> [6,] 0.044863047 -0.246025577 0.064565479 0.042798529 -0.204740997
#> [7,] -0.211353909 0.298415627 -0.183651234 -0.097302070 0.027537068
#> [8,] 0.041627749 -0.241729884 0.119263163 -0.063201856 -0.165310635
#> [9,] 0.175706018 0.059594557 -0.061571696 -0.094778435 0.097616109
#> [10,] -0.203482422 0.243197781 -0.046344594 -0.195288782 -0.015846332
#> [11,] 0.094324441 -0.125678403 -0.031006353 0.057838116 0.117356569
#> [12,] 0.002254011 -0.094116193 -0.001147946 -0.110750645 -0.004789589
#> [13,] 0.185205013 0.165044208 0.082730924 0.103323321 0.100254683
#> [14,] -0.318129099 0.182542436 0.051466923 0.012187631 0.014522752
#> [15,] -0.116456808 -0.109142301 -0.079687410 -0.163235644 0.001494714
#> [16,] 0.056799574 0.074745199 -0.069212253 -0.109379668 -0.157374193
#> [17,] -0.045873197 -0.044682408 -0.047325391 -0.168709426 -0.145145826
#> [18,] 0.034049157 0.010735032 0.012205477 0.026175971 0.073830601
#> [19,] 0.210792215 -0.168814607 -0.044979427 -0.021191546 0.042411799
#> [20,] -0.081375400 0.052299898 -0.169156619 -0.102624823 -0.092972452
#> [21,] -0.116424965 -0.001068032 -0.192378407 -0.018291761 -0.084101634
#> [22,] 0.019242975 -0.004502822 0.162885606 0.154829142 -0.038177988
#> [23,] -0.195882126 -0.035551212 0.040071965 0.175922199 0.271516806
#> [24,] -0.142165960 -0.303617286 -0.198854353 -0.201311538 -0.138254335
#> [25,] 0.399647287 -0.221248949 -0.360055157 -0.093320108 -0.296728194
#> [26,] 0.087566656 -0.240327913 -0.440741093 0.086529206 -0.051926411
#> [27,] 0.054502860 -0.341432788 -0.444384608 -0.192965657 -0.037730258
#> [28,] -0.201107087 0.023833777 0.231322458 0.275338657 0.146735149
#> [,6] [,7] [,8] [,9]
#> [1,] -0.2558734400 -0.09725798 -0.069550596 0.470158609
#> [2,] -0.2341856850 -0.39598999 -0.109304202 0.006517351
#> [3,] 0.2771523519 -0.25754072 -0.424776150 -0.328345278
#> [4,] 0.0495539648 -0.02737414 0.204883865 0.003208566
#> [5,] -0.0994939780 0.05247975 0.037535858 0.035975998
#> [6,] -0.3213511212 -0.15621183 -0.218194567 0.034019781
#> [7,] -0.0207725554 -0.08288757 -0.055155603 -0.268940673
#> [8,] -0.0863774756 -0.05336864 0.019982237 0.086632570
#> [9,] 0.0205114442 -0.15670640 -0.094597137 -0.101216719
#> [10,] -0.0140586320 -0.02708172 0.001409189 -0.101451175
#> [11,] 0.0585666125 0.05085326 0.020505935 0.136335912
#> [12,] -0.0350075472 -0.03655218 -0.110647992 -0.049840817
#> [13,] 0.1270925318 0.07620369 -0.009135377 0.022768537
#> [14,] -0.0294614625 0.03339937 0.011379074 0.077042017
#> [15,] -0.0007119962 -0.02825120 0.056499090 0.149175976
#> [16,] -0.1182042356 -0.06912448 -0.109585629 -0.181664621
#> [17,] 0.0362591052 -0.04469965 0.077035587 0.281863495
#> [18,] -0.0077792095 0.01738015 0.029550273 -0.027471441
#> [19,] 0.0654143859 -0.07099228 -0.020240310 -0.079128050
#> [20,] -0.1288646548 -0.10389152 -0.004295992 0.044583127
#> [21,] -0.1705823595 -0.02437716 0.053754715 0.214538519
#> [22,] -0.0438802628 -0.12678293 -0.001768043 -0.097480776
#> [23,] 0.0298130670 -0.04307074 -0.236716402 -0.150106737
#> [24,] 0.0623010212 0.13688420 -0.098351727 0.018081510
#> [25,] 0.0471015792 0.20071851 0.111526350 -0.021048493
#> [26,] -0.2653307938 -0.24477556 -0.299235033 -0.112726693
#> [27,] -0.2018528768 -0.11810916 -0.270616328 -0.271690579
#> [28,] 0.3164094179 -0.20340207 0.335587851 -0.427349348
#>
#> , , 11
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.557612489 0.29233011 0.15235972 0.04641682 -0.130524070
#> [2,] -0.232649922 -0.18954420 0.22709329 0.07662285 0.005674429
#> [3,] 0.083927033 0.44053229 0.02075637 -0.07264746 0.246020705
#> [4,] 0.378982729 -0.00280694 -0.03958473 -0.14918677 0.191825960
#> [5,] -0.341627605 -0.10025152 0.03371916 -0.05252279 0.037650215
#> [6,] -0.003243497 -0.14292972 0.16392338 0.22223649 0.146828218
#> [7,] 0.037416638 0.16888163 0.01215124 -0.20335193 -0.031215499
#> [8,] 0.394853376 0.02809937 0.18651935 0.16325073 -0.045939233
#> [9,] -0.143798395 0.10901799 -0.32268338 -0.21277907 -0.117539874
#> [10,] 0.120528933 0.03317739 0.09539409 0.08812326 0.250820412
#> [11,] 0.151672759 -0.02975401 -0.06571728 -0.20127448 -0.026120848
#> [12,] -0.296798744 0.15243971 0.07566538 0.07308634 0.005431711
#> [13,] 0.285419156 -0.10830070 0.05619439 -0.05844535 0.236508761
#> [14,] 0.101484759 -0.10722026 -0.13719253 0.03796771 -0.029848721
#> [15,] -0.246803091 -0.04977984 -0.17146610 0.05272527 -0.021410058
#> [16,] -0.031473884 -0.11386620 0.20039428 0.16807413 0.061406705
#> [17,] 0.050395949 0.03832950 0.03413098 0.02362394 0.080599308
#> [18,] -0.208787044 -0.03709232 -0.07638213 -0.05629965 0.015015794
#> [19,] 0.012955860 0.10510926 0.04892433 -0.07807425 0.008404973
#> [20,] -0.013371900 0.08588595 -0.06202014 0.05922887 -0.002061127
#> [21,] -0.114262701 -0.12918336 0.06405589 -0.05759403 0.125992339
#> [22,] -0.055874782 -0.12628772 0.20216855 0.12493137 -0.001212705
#> [23,] 0.269728810 0.03478345 0.14917181 -0.10020994 -0.274186303
#> [24,] -0.222930086 0.05723848 -0.19516258 -0.06907671 0.056022355
#> [25,] -0.089274799 0.15463757 0.32221038 -0.02719942 -0.199355088
#> [26,] -0.085962005 0.17266831 0.16439340 -0.20056105 -0.078160705
#> [27,] -0.167188770 -0.01703036 -0.26023542 -0.22902911 -0.185690884
#> [28,] -0.354959038 0.15584033 -0.08389093 0.07839938 -0.340417202
#> [,6] [,7] [,8] [,9]
#> [1,] -0.324822192 -0.401995712 -0.014609854 -0.026813967
#> [2,] 0.052414467 0.095068963 0.059556218 0.011399585
#> [3,] 0.268140610 0.178610484 -0.034676235 0.386846519
#> [4,] 0.063599676 0.005099410 -0.178664293 0.130692906
#> [5,] -0.030426752 0.066977207 0.019677946 -0.025039262
#> [6,] -0.016786826 0.037497015 0.358665657 -0.387083386
#> [7,] 0.130682746 -0.096994724 -0.216933221 -0.120622030
#> [8,] -0.022393690 -0.002031466 0.035475693 -0.063059114
#> [9,] 0.013364666 0.028101288 -0.090758703 -0.019444595
#> [10,] 0.303336915 0.133789258 0.071265882 0.050548055
#> [11,] -0.012446053 -0.018810280 0.002024517 -0.024095618
#> [12,] 0.025891961 -0.016151647 0.056336591 0.058393799
#> [13,] 0.034930246 0.044107723 -0.036526356 -0.094666857
#> [14,] -0.068527308 -0.087846614 -0.076126547 -0.112375932
#> [15,] -0.043428105 0.164613473 0.136408329 -0.086754048
#> [16,] 0.104399086 -0.016569068 -0.036864938 0.094848134
#> [17,] -0.029495484 -0.010884422 0.023828436 -0.086721211
#> [18,] 0.060059915 0.082203268 0.055893203 0.073150327
#> [19,] -0.035168254 0.032202086 -0.036863261 -0.004592917
#> [20,] 0.008722382 -0.016735345 0.014758422 0.036749459
#> [21,] 0.097210307 0.014892997 -0.082315576 -0.085153783
#> [22,] 0.129332345 0.043763611 0.028989193 0.161132096
#> [23,] 0.101986664 -0.038146626 0.212019823 0.225303663
#> [24,] -0.263372896 -0.155587200 -0.141978726 -0.216505182
#> [25,] 0.032887179 0.050792203 0.010648016 0.129773316
#> [26,] 0.112071463 -0.019082627 -0.217203641 0.029878599
#> [27,] -0.021275779 0.071321574 0.066980433 -0.034159878
#> [28,] 0.019939057 0.034721072 0.267646996 0.401582138
#>
#> , , 12
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.03273786 -0.465056564 -0.072475589 -0.363669759 -0.200907883
#> [2,] 0.47553113 -0.227529004 0.102505337 0.228619196 -0.079044521
#> [3,] -0.44269133 -0.017332807 -0.250496309 -0.207989557 0.185024717
#> [4,] 0.07793494 0.148802380 -0.041511810 -0.150961877 0.062256511
#> [5,] -0.31279847 0.022288247 -0.068508814 -0.003170037 0.017797595
#> [6,] 0.14859315 0.004186787 -0.056244819 0.029953780 -0.092044720
#> [7,] -0.01386940 0.100425515 -0.005603270 0.058799566 -0.119948118
#> [8,] 0.05085576 0.122653010 0.004983599 -0.102009841 0.009375202
#> [9,] -0.26240603 0.173859403 0.042658026 -0.076447918 -0.070075242
#> [10,] 0.21703825 -0.144739994 -0.089576046 -0.044205289 0.056532838
#> [11,] 0.01058741 0.142217704 0.057910697 -0.013346817 -0.167250545
#> [12,] -0.36918400 -0.120337849 -0.130800828 -0.040840126 0.117389553
#> [13,] 0.10802601 -0.060974464 -0.131123260 -0.014085106 0.007281893
#> [14,] 0.23204448 -0.269870318 -0.039108602 0.004639478 -0.004622869
#> [15,] -0.02504687 -0.025755190 -0.022792605 -0.109881841 -0.023120520
#> [16,] 0.14764746 -0.115228705 0.055983973 0.032501094 -0.054626131
#> [17,] -0.15123496 -0.090025297 -0.044957671 -0.061239975 0.099268369
#> [18,] -0.05696866 0.202670015 -0.005597749 0.103293895 0.015729101
#> [19,] -0.04479048 0.222893942 0.050790905 0.018768430 -0.112579372
#> [20,] 0.01512630 0.076926888 0.201675188 0.199373170 -0.032489521
#> [21,] -0.06073296 0.055066253 0.006476922 0.022023558 -0.057051269
#> [22,] 0.21165625 0.019926539 -0.251383016 0.043840618 0.029467791
#> [23,] 0.48022747 -0.051724916 -0.006992240 0.101241121 -0.136274357
#> [24,] 0.08629060 0.030466961 0.201879757 0.442555368 0.152155995
#> [25,] 0.09785454 0.436831002 0.180687543 0.097347509 -0.050522032
#> [26,] 0.04141493 0.112804048 0.258993942 0.034460576 -0.132311473
#> [27,] -0.10194800 0.353522697 -0.092130632 -0.159900780 -0.351792520
#> [28,] -0.43700962 0.235143656 0.027522543 -0.153605044 -0.018641393
#> [,6] [,7] [,8] [,9]
#> [1,] 0.39417217 0.2821345361 -0.132813841 0.1345069637
#> [2,] 0.09143272 0.5173197799 0.254006724 0.2149847993
#> [3,] 0.41404277 -0.1847232141 -0.438114870 0.0872170307
#> [4,] 0.15746415 -0.2724410426 0.063017163 0.1885073943
#> [5,] -0.16256136 -0.1004711470 0.013677849 0.3073928159
#> [6,] 0.26898780 0.2969065175 0.258391213 0.0333497857
#> [7,] 0.06291335 -0.2825971901 0.067905056 -0.3592205449
#> [8,] -0.01563924 0.0709513563 -0.051482082 0.0076525908
#> [9,] -0.04192485 0.0008141642 0.068904779 0.0479667888
#> [10,] -0.03178039 -0.0646968093 -0.019180420 -0.0216902856
#> [11,] -0.15242581 -0.0310056492 0.016917405 -0.0162811831
#> [12,] 0.17311620 0.0755886225 -0.115062749 0.0709353135
#> [13,] 0.03798266 -0.0995248516 0.099901741 -0.0002077072
#> [14,] -0.04835405 0.0043970254 0.044584591 0.1203393758
#> [15,] 0.03821528 -0.0026294809 -0.117509852 0.0355637308
#> [16,] 0.06323100 0.0754896970 0.121250722 -0.0550326309
#> [17,] 0.01526480 -0.0783309670 -0.122027443 -0.0258516407
#> [18,] 0.03017037 -0.0171465181 -0.081496798 -0.0359302612
#> [19,] -0.06978363 -0.0535756794 -0.005780379 0.0180622633
#> [20,] 0.10621659 -0.0020991854 -0.051580675 -0.0078721565
#> [21,] -0.07183614 -0.0297024827 0.104290238 0.0014440311
#> [22,] 0.05501994 0.0155718338 0.196059024 -0.0924799296
#> [23,] 0.32453866 -0.0049928534 -0.233790520 0.0912807403
#> [24,] -0.14184250 0.0773708869 0.260006447 -0.0405661448
#> [25,] -0.12806746 -0.1681814998 -0.062806644 0.0935728273
#> [26,] -0.07606934 0.0517979024 0.228208967 -0.1019308436
#> [27,] -0.08978156 0.1102473329 -0.158708520 0.1098006591
#> [28,] -0.55047807 0.0854923321 -0.240183525 0.0844135740
#>
#> , , 13
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.025703603 -0.21959768 0.043563111 0.2887870157 0.102367745
#> [2,] -0.258962753 0.23756715 0.150342467 0.0820274175 -0.055658870
#> [3,] 0.226216496 0.07222859 -0.273154095 -0.5335831523 0.147043056
#> [4,] 0.043468349 -0.27829321 -0.007530413 0.0127787048 0.114541651
#> [5,] 0.190762606 0.24419898 0.123750119 -0.0684239021 -0.107232962
#> [6,] 0.007553903 0.11444079 -0.252474022 0.0346006100 0.065656664
#> [7,] -0.064435821 0.06305772 0.171876681 0.3234982458 0.119169941
#> [8,] -0.066029594 0.08853374 0.120808207 0.1590264406 0.099299785
#> [9,] 0.017604053 0.03477619 -0.108570567 0.0399637945 -0.025211507
#> [10,] -0.201067763 -0.01551045 0.162613587 -0.0243713366 -0.066105109
#> [11,] 0.099509383 0.06361422 -0.103442014 0.0948050598 0.143060951
#> [12,] -0.047914801 0.14816178 -0.106420723 -0.1524473070 -0.195665317
#> [13,] -0.096063317 0.01297998 0.259674103 0.1499495832 0.113392459
#> [14,] 0.126491560 -0.07539530 0.091248117 0.0239818357 0.027384649
#> [15,] 0.070152914 -0.04878118 -0.218319985 -0.2037431904 -0.029936085
#> [16,] -0.023424717 0.02027440 -0.057743943 -0.0138830470 -0.011582878
#> [17,] 0.145709341 0.02808621 -0.088217816 0.0007854059 0.016347501
#> [18,] 0.088756786 -0.04130020 -0.015683700 -0.1717737060 -0.088264707
#> [19,] -0.121988868 -0.17309870 0.060541537 0.0963618070 -0.012175786
#> [20,] -0.015397893 0.17376924 -0.096036007 -0.1537584640 0.016273434
#> [21,] -0.073632931 0.07854343 -0.020077894 -0.0308437647 -0.161047557
#> [22,] -0.028400783 -0.07881637 -0.027781156 -0.0214998028 0.108857116
#> [23,] 0.024562231 -0.10130493 0.192434629 -0.0937868901 0.148149158
#> [24,] 0.087475366 0.12581597 0.151090660 -0.1471456690 0.052806935
#> [25,] -0.111199102 -0.54358497 -0.424024471 -0.1245730550 0.187884379
#> [26,] 0.055210728 -0.02842325 -0.083624366 0.0622795957 0.009833744
#> [27,] 0.138277016 0.15615494 -0.103299321 -0.1901548804 -0.001281809
#> [28,] -0.124962418 -0.04519721 0.007066369 -0.1743155409 0.080505758
#> [,6] [,7] [,8] [,9]
#> [1,] 0.249017907 0.204559271 0.17799675 0.260450335
#> [2,] 0.084263596 0.489819588 0.15794267 0.199734234
#> [3,] 0.261537723 -0.191190190 -0.33545974 0.530683402
#> [4,] -0.216154610 0.194601323 -0.27546023 -0.198102418
#> [5,] -0.100039024 0.030043250 -0.24190678 -0.167482869
#> [6,] -0.018878472 -0.024116946 -0.19831501 -0.201823935
#> [7,] -0.042067425 -0.201673064 0.18160530 -0.065797147
#> [8,] -0.088837334 -0.048298884 -0.16066134 -0.140272176
#> [9,] -0.034417232 -0.016592440 -0.04610355 0.041600791
#> [10,] 0.072728792 0.055474329 0.08090467 -0.021547263
#> [11,] 0.050465913 0.021770304 -0.04860567 0.010370466
#> [12,] -0.097978127 -0.167192554 -0.06167679 0.019127677
#> [13,] 0.040246494 0.111422870 0.07805789 0.018894315
#> [14,] -0.048406594 -0.025094382 -0.03976548 -0.046021141
#> [15,] -0.069648721 -0.080946138 0.07680927 -0.011038861
#> [16,] -0.136194659 -0.043961885 -0.03652295 0.031151283
#> [17,] 0.114750147 0.064458447 -0.02625093 -0.002197214
#> [18,] -0.062136367 0.002409329 0.10629275 0.093031590
#> [19,] 0.077904930 -0.028041726 0.06878019 0.047846042
#> [20,] 0.167791458 0.123244082 0.01302191 0.004818899
#> [21,] -0.087392733 0.014515609 -0.03961695 -0.066007624
#> [22,] 0.080359060 -0.006506483 -0.23900675 -0.225799534
#> [23,] -0.091602926 -0.165451350 -0.14137236 0.077780881
#> [24,] 0.085618961 0.016266428 0.18554725 0.327601462
#> [25,] -0.007689709 -0.200313161 -0.11211186 -0.398707378
#> [26,] -0.204672272 -0.246798164 -0.19151215 -0.429505980
#> [27,] -0.086689020 -0.112044271 -0.63826904 -0.277631852
#> [28,] -0.175254821 0.034908697 -0.57567393 0.107427964
#>
#> , , 14
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.2909424161 0.248198764 0.121592524 0.168007730 0.3344672977
#> [2,] -0.3556717912 0.177697600 0.075022565 0.144938727 -0.1122479990
#> [3,] -0.2066028490 0.059645201 -0.033839823 -0.136330092 0.4839265687
#> [4,] -0.0676906746 -0.180266393 -0.321864753 -0.383117016 -0.2879644975
#> [5,] -0.0964044414 -0.276138349 -0.203390348 0.084389890 0.0334779723
#> [6,] -0.0281784551 -0.076715551 0.212730171 0.136785514 0.2122460997
#> [7,] -0.1286342461 0.009578255 -0.292597080 -0.535772989 -0.2708287278
#> [8,] 0.0951369550 0.109719713 0.096851174 0.233995168 -0.0486029372
#> [9,] 0.0476807227 0.079291367 0.109138457 -0.093455813 0.0288477385
#> [10,] -0.0383818108 0.022644301 -0.148631289 -0.051360879 -0.0085666105
#> [11,] 0.0571709215 -0.001172689 0.049373835 -0.038787274 0.0002183351
#> [12,] -0.2920511995 0.119400345 -0.004176153 -0.118435029 0.1217652158
#> [13,] 0.1206428407 -0.188141791 -0.125303893 -0.036966210 -0.0993198466
#> [14,] 0.0746268048 -0.024051195 -0.011717340 0.005786554 -0.0646068851
#> [15,] -0.1636299312 -0.105335154 0.061455299 0.082545322 -0.0043494397
#> [16,] -0.0886799169 0.163000851 0.024784648 0.037110585 0.0023762776
#> [17,] 0.0179309674 -0.086157980 0.072947674 0.055800741 0.0447143631
#> [18,] 0.1608658451 -0.022413237 -0.153055405 -0.008765788 0.1418155303
#> [19,] 0.2459198742 -0.038183417 0.010235570 0.094738582 0.1613135275
#> [20,] 0.0954241132 0.229292915 -0.061679966 -0.066929421 0.0826858647
#> [21,] -0.0003648657 0.117730171 0.082102493 0.075977908 0.0563291085
#> [22,] -0.0944169721 0.020139112 0.095033810 -0.039761732 -0.1541962812
#> [23,] -0.1251084681 0.039227203 -0.002780284 0.246937854 0.2873537809
#> [24,] -0.0508749897 -0.085959302 0.185533379 0.114414614 -0.0584449511
#> [25,] -0.0068217855 0.268071848 0.237105521 -0.172261174 -0.1759113077
#> [26,] 0.4187689421 0.259911070 -0.083457501 0.005277917 0.3343916127
#> [27,] 0.0258612892 0.116346147 -0.196725394 -0.263105095 0.0361522888
#> [28,] 0.0869648269 0.135231468 0.109112060 -0.189737349 0.1752582283
#> [,6] [,7] [,8] [,9]
#> [1,] 0.392066793 -0.035380986 0.082107844 -0.117623929
#> [2,] -0.485903809 -0.283502948 0.116228589 -0.110541433
#> [3,] 0.450401416 0.098805515 -0.140439227 0.554541874
#> [4,] -0.211185397 -0.118828090 0.151955511 0.319236134
#> [5,] 0.042459918 0.140161642 0.084792347 0.013970788
#> [6,] 0.096781664 -0.062969298 0.235254694 -0.025537086
#> [7,] -0.188537275 -0.230717981 -0.032761676 0.107501412
#> [8,] 0.054660787 0.096481999 0.100169052 0.035637206
#> [9,] -0.011502692 -0.089435355 -0.011117398 -0.037566439
#> [10,] -0.087931372 0.103231683 -0.001865983 0.019288536
#> [11,] -0.098350318 -0.110238914 0.027412228 0.002304547
#> [12,] 0.038248847 -0.014113937 -0.076620696 -0.035519214
#> [13,] -0.057002291 -0.004923391 0.045699636 0.026707629
#> [14,] 0.001751252 0.004783871 0.037243551 0.006787015
#> [15,] 0.012552288 0.082881418 0.005351988 -0.118056356
#> [16,] -0.076698696 -0.103794717 -0.135404600 -0.049981342
#> [17,] 0.039293616 -0.044894940 0.098018456 0.079318567
#> [18,] -0.080520779 0.065563881 -0.024427310 -0.043929604
#> [19,] 0.099325244 -0.012240284 -0.043486239 -0.076538918
#> [20,] -0.137401588 -0.156492911 -0.062955894 0.051008375
#> [21,] -0.002373268 -0.016703293 0.043894069 0.098191212
#> [22,] -0.194710109 -0.154635326 -0.110843757 0.028892193
#> [23,] 0.159359302 0.052818992 -0.022965781 -0.213772534
#> [24,] -0.110288052 -0.051560646 -0.192961956 -0.387279514
#> [25,] 0.139589350 -0.074535514 0.022886128 0.329404810
#> [26,] 0.401846753 0.482293653 0.327558318 0.201314215
#> [27,] -0.048942476 -0.182372335 0.157509348 -0.100841308
#> [28,] 0.009779035 -0.194030838 0.190864922 0.504532275
#>
#> , , 15
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.07781728 -0.21761506 -0.0217762577 0.119705687 0.503191101
#> [2,] 0.29140012 0.16892620 0.0621567176 -0.149457913 0.136655829
#> [3,] -0.48031510 -0.12003137 -0.1470936503 0.151609150 0.254586758
#> [4,] -0.45569836 -0.12765099 0.1030009890 0.104292670 0.239064288
#> [5,] 0.21745535 0.37039685 0.1824134712 -0.072507127 0.016778433
#> [6,] 0.02704823 0.07560986 -0.1216256800 -0.413089841 -0.348575443
#> [7,] 0.17231156 0.02344956 0.0123413459 0.357163800 0.444868099
#> [8,] -0.10113126 -0.12827872 -0.0736579239 0.066138022 0.009948097
#> [9,] -0.05022202 0.07950721 -0.1206804054 0.025832742 0.069487321
#> [10,] -0.10551741 -0.08662010 -0.2760949207 -0.024771730 -0.040201574
#> [11,] 0.23423919 -0.11245278 0.0832110435 0.166795154 0.098665794
#> [12,] -0.06899489 0.27674848 -0.1187034534 -0.077858086 0.096788740
#> [13,] 0.03096501 -0.24510612 -0.0829627498 -0.006146911 -0.055355073
#> [14,] 0.31449714 0.23366076 0.1130586085 -0.065702037 0.179634044
#> [15,] -0.17268782 0.13167662 0.0387103548 -0.172814411 0.060970377
#> [16,] 0.06873387 -0.14473270 0.0281458779 0.094567712 -0.082631222
#> [17,] 0.10149941 -0.13048039 -0.0282851610 -0.120192172 -0.003702889
#> [18,] -0.15478051 0.00194737 0.1487987991 -0.036072875 -0.196054722
#> [19,] -0.02078343 0.03308063 0.0001697041 0.006058281 0.012650561
#> [20,] -0.22868998 -0.12731372 0.0731614375 -0.049533341 -0.114888437
#> [21,] 0.16379611 -0.22918511 0.1590759343 0.023496691 -0.040854020
#> [22,] 0.11209318 0.34616079 -0.0737519379 -0.031318255 0.146180306
#> [23,] -0.41599163 -0.42058881 -0.0768537891 0.277024622 -0.161813157
#> [24,] 0.20008230 0.22894871 0.1372024486 0.083606001 -0.331437667
#> [25,] 0.02593465 -0.37743513 -0.2446790969 0.140471595 0.316729881
#> [26,] 0.48377945 -0.30325368 0.3120701444 0.220835712 0.264978255
#> [27,] -0.48560602 0.01291954 0.0308739503 0.105084969 -0.198325629
#> [28,] -0.39232011 0.22053041 -0.2084278904 -0.374106735 0.001484996
#> [,6] [,7] [,8] [,9]
#> [1,] -0.075320571 -0.301403623 0.078229228 -0.091678722
#> [2,] -0.035156048 -0.157156838 0.035013175 0.145333961
#> [3,] 0.113712058 0.136748211 0.215844810 0.116217536
#> [4,] 0.316322112 0.038106547 -0.149121333 0.227454895
#> [5,] 0.263908006 0.088258865 -0.137785212 0.202277788
#> [6,] -0.318330122 -0.218877993 0.030528339 0.503519356
#> [7,] 0.179290108 0.079274569 -0.087685655 -0.100240015
#> [8,] -0.026223847 0.003355303 0.185892201 0.159026789
#> [9,] -0.003719942 0.057667389 -0.019249798 -0.220697717
#> [10,] -0.016207445 0.035804788 0.032588215 -0.003695766
#> [11,] 0.091182287 0.061981515 -0.002631200 -0.028191678
#> [12,] 0.120064156 0.019567383 0.109085594 0.065879333
#> [13,] -0.025812722 -0.043497627 -0.174987412 -0.136490665
#> [14,] 0.118959690 0.079158066 -0.014917261 -0.030911631
#> [15,] 0.050033209 -0.065213107 -0.014210199 0.175684316
#> [16,] -0.110365399 -0.072509078 0.058316176 -0.101801005
#> [17,] 0.048366335 0.043363724 -0.005829240 0.080606555
#> [18,] 0.061076884 0.046490243 0.005519004 0.005494723
#> [19,] -0.020954859 0.081760622 -0.020797736 -0.017104004
#> [20,] -0.007648034 -0.106422832 0.069845995 -0.025009637
#> [21,] -0.011061381 0.044432626 -0.026202146 0.066137859
#> [22,] 0.216701231 0.040496756 -0.156868503 -0.084699597
#> [23,] -0.202048571 -0.040654633 0.220179560 -0.055140791
#> [24,] 0.107237412 0.255389666 -0.055124840 0.283664241
#> [25,] -0.033185798 -0.153685837 -0.090786060 -0.348172021
#> [26,] 0.246437867 0.202897940 0.131988384 0.271116566
#> [27,] -0.230693991 -0.270579829 0.273465903 -0.156899718
#> [28,] 0.129438737 -0.288768783 0.314193332 -0.154954185
#>
#> , , 16
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.14639225 -0.3725569513 0.34252811 0.422207398 0.257241174
#> [2,] 0.14655951 -0.4540182965 -0.30557217 -0.230924112 0.354827031
#> [3,] 0.02329779 0.3646568717 -0.34018898 -0.531545773 -0.419124206
#> [4,] 0.06601448 0.0328957838 -0.48175706 -0.007385779 -0.106752285
#> [5,] -0.09317157 -0.0175278100 -0.16872365 0.023337638 0.016415125
#> [6,] 0.14990217 -0.2288841113 -0.10864472 -0.128097786 0.076719683
#> [7,] -0.38222067 -0.1974093498 0.07795414 0.012006886 -0.280001028
#> [8,] 0.08194573 0.0699764305 0.27701727 -0.016049695 -0.075476429
#> [9,] -0.15882089 0.1912441462 0.09334578 0.050639640 -0.026118807
#> [10,] 0.15406675 0.1125686272 0.20234713 0.056283872 0.039842118
#> [11,] 0.11465479 -0.1845541106 0.09197691 -0.079689364 -0.094125578
#> [12,] -0.11168142 0.0924258299 -0.16631416 -0.087892791 -0.106376842
#> [13,] -0.01558513 0.0544807611 0.01213752 0.001625092 0.077244493
#> [14,] -0.18554476 -0.0872938317 -0.02678299 0.203456756 0.105630206
#> [15,] 0.01293120 0.1840806540 -0.35719004 -0.174158232 0.034863811
#> [16,] 0.22989603 0.0122622200 0.24720676 0.044654143 -0.074989315
#> [17,] 0.29984365 0.0298164313 -0.12560710 -0.070515081 -0.035950362
#> [18,] -0.22471523 0.0986788769 0.09578279 0.240297343 0.177585477
#> [19,] -0.04361952 -0.1962790056 -0.07432828 -0.052240462 -0.099277761
#> [20,] 0.10285114 0.0487104482 -0.01721043 0.022867352 0.091143391
#> [21,] 0.28432549 -0.1218582579 -0.14742082 0.044671685 0.068860594
#> [22,] -0.08503961 0.0009407144 -0.21385450 -0.282547509 -0.045547967
#> [23,] -0.08894601 0.1648037258 0.41792587 0.014487827 0.008845444
#> [24,] -0.22575359 -0.2415913435 0.10337470 0.172563376 0.251629093
#> [25,] 0.09065428 -0.0579715936 -0.15976271 -0.185605680 -0.134640102
#> [26,] 0.05407255 -0.1960033453 -0.06577060 -0.035218736 -0.088673577
#> [27,] 0.02134834 0.0862793065 0.18641132 0.107189765 -0.206991705
#> [28,] 0.12827904 0.4894377524 -0.38252137 -0.159032257 0.162459309
#> [,6] [,7] [,8] [,9]
#> [1,] 0.435258210 0.479087231 0.21925163 -0.001494708
#> [2,] 0.589616044 0.084118324 -0.06248413 0.049741050
#> [3,] -0.109588036 0.284887216 0.44029771 -0.117128399
#> [4,] -0.090836075 -0.097299092 -0.25360673 -0.055017510
#> [5,] -0.271818238 -0.373008651 0.01382489 -0.001027415
#> [6,] 0.048389859 0.128548532 -0.09049398 0.026179396
#> [7,] 0.073888857 0.152876170 0.32017495 0.363413771
#> [8,] 0.050582269 0.057334228 -0.04541044 -0.038628588
#> [9,] -0.162421930 -0.087322984 -0.02745444 0.093924379
#> [10,] 0.036392012 -0.001823491 0.04154141 0.007027324
#> [11,] 0.151277742 0.085608783 -0.03003037 0.054225257
#> [12,] -0.170952275 -0.247524794 -0.16485368 -0.110850536
#> [13,] 0.169985850 0.221816797 0.16318891 0.092353483
#> [14,] 0.082920400 0.058160819 0.05640434 -0.100698976
#> [15,] 0.020749790 0.030827832 -0.02513916 -0.094133157
#> [16,] 0.131007200 0.065360273 -0.05719683 0.042924072
#> [17,] -0.151727465 -0.053601015 -0.02927253 -0.145302020
#> [18,] 0.086738577 0.075771227 0.06166297 -0.022284620
#> [19,] -0.132004502 -0.027921325 0.03291787 0.046567559
#> [20,] 0.050894704 0.007417281 -0.07728677 0.078886804
#> [21,] 0.034217083 0.033251726 -0.04994976 -0.175346458
#> [22,] 0.019118237 -0.094287036 0.09994906 -0.053818728
#> [23,] 0.068189409 0.051971070 -0.24135809 -0.064992424
#> [24,] 0.085431707 0.059081520 0.05169832 -0.086547080
#> [25,] 0.242826952 0.278741985 0.10842137 0.178824780
#> [26,] -0.007268765 -0.126630918 -0.03937368 -0.211778738
#> [27,] 0.081303480 -0.062061636 -0.12463781 -0.175465257
#> [28,] 0.488387540 -0.231608093 0.30934406 0.310889117
#>
#> , , 17
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.312772394 0.13889590 0.249365929 0.071831760 -0.11501143
#> [2,] 0.104393568 0.09373844 -0.349288899 -0.198119500 -0.17402207
#> [3,] -0.173831304 0.23804854 -0.601234715 -0.258593779 -0.02735132
#> [4,] -0.195210886 -0.01106507 0.095245752 -0.026169427 0.10524159
#> [5,] -0.055350508 -0.12525608 0.183454298 0.035852054 -0.05671268
#> [6,] 0.160812141 -0.25365667 -0.186594628 -0.034844684 0.08604037
#> [7,] 0.065495778 0.01113145 0.095620824 -0.024702555 -0.11321495
#> [8,] 0.011860801 -0.02246671 -0.065361642 0.092285050 0.02378126
#> [9,] -0.115878295 -0.11070930 -0.069910770 -0.143916205 -0.17358585
#> [10,] -0.237436208 0.05454524 -0.148420906 -0.138694385 -0.03047733
#> [11,] -0.068753212 -0.13621963 0.055901984 0.078432060 -0.06803735
#> [12,] -0.004527533 0.16333214 -0.092847350 -0.144402261 0.09025512
#> [13,] 0.067413514 -0.15916095 0.078634699 0.098755854 0.03940844
#> [14,] -0.023477972 0.32053271 0.153334825 0.051033305 -0.26412680
#> [15,] 0.022040919 0.15529587 0.010128660 0.044782306 0.05162156
#> [16,] -0.190961230 -0.19403228 -0.072531595 -0.003465021 -0.05906382
#> [17,] -0.019788993 0.11734885 0.178477906 0.063905186 0.05790985
#> [18,] -0.018373434 -0.15815669 -0.205168990 -0.194139908 -0.06385912
#> [19,] 0.144650269 -0.07022941 0.150032698 0.052774736 0.05414709
#> [20,] -0.272297446 0.08722905 -0.174397668 -0.040405957 -0.03737632
#> [21,] -0.055882455 -0.15694752 -0.008698926 -0.021469132 -0.10260337
#> [22,] -0.149850032 -0.23400714 0.083310249 0.083628460 0.03680327
#> [23,] 0.063582833 -0.09851539 -0.382671174 -0.279522799 -0.02005068
#> [24,] 0.265573411 0.22108634 -0.258828117 0.098154755 0.11709280
#> [25,] 0.077962059 0.27503271 0.499039144 0.281048807 -0.16591379
#> [26,] -0.242605411 -0.02085950 -0.150145471 -0.180219346 -0.02498932
#> [27,] -0.014482015 0.21387989 -0.014243186 0.139207456 0.09746751
#> [28,] 0.108936508 0.44947757 -0.118795956 0.120563940 0.31714908
#> [,6] [,7] [,8] [,9]
#> [1,] -0.04117923 0.0439064136 -0.13991309 -0.11921583
#> [2,] 0.11844974 -0.3422624369 -0.60968102 0.35865796
#> [3,] -0.45104971 -0.3934104525 0.06114185 -0.36214215
#> [4,] 0.30953370 0.0476679628 0.05978926 -0.22065234
#> [5,] -0.03316781 -0.0002624114 0.05520728 -0.09894804
#> [6,] 0.12601052 0.1461058979 -0.25654782 0.21648194
#> [7,] -0.20700824 0.0038631022 -0.15946900 -0.02303595
#> [8,] -0.04250848 -0.0044589419 -0.04499889 -0.20729141
#> [9,] 0.18317380 -0.0114987854 -0.10017780 0.11628964
#> [10,] -0.06166287 0.0072345342 0.08446792 -0.04273051
#> [11,] -0.16107156 -0.1196265831 -0.12499919 0.05879008
#> [12,] 0.05948098 0.0583216156 -0.02154986 0.08983551
#> [13,] -0.04209093 -0.1002409820 0.03632926 -0.09366987
#> [14,] -0.04597633 0.0032594110 0.07306867 0.07591340
#> [15,] 0.04620477 0.0494215583 -0.01321551 -0.08049662
#> [16,] -0.09237163 -0.1260387165 -0.03803187 0.02735123
#> [17,] 0.09167741 0.0581258438 -0.13201747 -0.07560929
#> [18,] -0.10161169 -0.0191315281 0.01479371 -0.04718609
#> [19,] 0.10330120 -0.0084233672 -0.06654782 0.06520143
#> [20,] -0.04936008 0.1009913013 0.04250202 0.02068223
#> [21,] -0.10192792 -0.0344000586 -0.01923789 -0.02032462
#> [22,] -0.05963191 0.0073659648 0.02336028 -0.11608027
#> [23,] -0.09772113 -0.1467089432 -0.06065427 0.02409070
#> [24,] -0.02783228 0.0107485127 0.21051294 0.05518562
#> [25,] -0.12829384 0.0617258284 0.05398815 -0.12349725
#> [26,] -0.15645772 0.0350726252 0.14070645 -0.25251601
#> [27,] -0.28332525 -0.3822702784 -0.35637354 -0.36390068
#> [28,] 0.93823219 0.4259309086 -0.10029649 -0.23455447
#>
#> , , 18
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.168927572 0.1905724293 0.486115464 0.44366839 0.129016888
#> [2,] -0.081639863 -0.0604754762 -0.331462119 -0.31548037 -0.027987117
#> [3,] -0.402755278 0.2826013225 -0.019235002 -0.30583999 -0.422698792
#> [4,] 0.284225448 0.2718719500 -0.161296337 -0.34323059 0.066949520
#> [5,] -0.157271821 0.0670657622 -0.091608885 -0.14998744 -0.082685597
#> [6,] 0.025789795 -0.0835549537 -0.200019464 -0.23904356 -0.000432046
#> [7,] -0.008793220 -0.1490065412 -0.086672145 -0.14557527 0.101728095
#> [8,] -0.060425213 0.1059578660 0.175401078 -0.07030385 -0.147486658
#> [9,] -0.180007588 -0.1281541308 -0.149269329 -0.03039730 -0.086998392
#> [10,] 0.091118346 0.2490480932 0.038983635 0.03702727 0.241873640
#> [11,] -0.200275450 0.1210159180 -0.045577935 -0.04889313 -0.156004130
#> [12,] 0.071757727 0.0148599382 0.007511389 0.10418967 0.054293212
#> [13,] 0.217812729 0.0979388799 0.089412802 -0.05378784 0.016196716
#> [14,] -0.274461090 0.0008265184 -0.026548433 -0.19372130 -0.050770799
#> [15,] -0.202213057 0.0068995493 -0.079798325 -0.19588067 -0.019647795
#> [16,] 0.007310527 0.0890756505 -0.112500918 -0.07875283 -0.192169953
#> [17,] -0.138688143 -0.0932993829 -0.132729433 -0.02667079 -0.027437189
#> [18,] 0.172006574 -0.0272971660 0.014354972 -0.03719683 -0.044802154
#> [19,] 0.096593343 0.0171652550 0.018350065 0.01722770 0.049672563
#> [20,] 0.090214935 -0.2197862977 -0.007745394 0.04178268 0.044571892
#> [21,] 0.103253924 0.2031843713 0.070154898 -0.02164181 -0.182382679
#> [22,] 0.014128426 0.2759387717 -0.004507897 -0.05767153 0.363527020
#> [23,] 0.367279112 0.0681025640 -0.048982988 -0.05221575 -0.058599762
#> [24,] -0.209429432 -0.0045596239 0.219886575 -0.07857873 0.045037655
#> [25,] -0.373801339 -0.1414744679 -0.098005417 -0.03722376 0.409268500
#> [26,] -0.279276901 0.2683445024 0.166674971 0.03744490 0.013718206
#> [27,] -0.197498729 -0.2489634897 -0.046889915 0.11186809 -0.091676290
#> [28,] -0.173652505 -0.5822893351 -0.384041858 0.22219058 -0.091561940
#> [,6] [,7] [,8] [,9]
#> [1,] -0.06086537 0.3841726733 5.422971e-01 0.250354398
#> [2,] 0.05644414 -0.0370865960 -2.405666e-01 -0.189520475
#> [3,] -0.51764139 -0.3469427409 3.144832e-01 0.283395068
#> [4,] -0.05137074 0.0051696864 4.818632e-01 0.391994668
#> [5,] 0.11746158 -0.1368559964 -4.159051e-02 0.094647502
#> [6,] 0.03612011 0.0822055252 9.885476e-03 0.037160529
#> [7,] -0.11964689 0.1341016227 -2.878483e-01 -0.117313359
#> [8,] -0.06792708 -0.0883111822 4.816594e-02 -0.010645301
#> [9,] -0.06190374 -0.0117659502 -7.740178e-02 0.039819029
#> [10,] 0.25101435 -0.0128810250 -3.546774e-02 -0.048948403
#> [11,] -0.04289215 -0.0006350822 2.733402e-06 0.060057254
#> [12,] 0.11840235 0.0690998256 9.693038e-03 -0.020283327
#> [13,] 0.02884664 0.0189094941 8.431639e-02 -0.054683909
#> [14,] -0.05720056 0.0535542663 3.373605e-02 0.069955339
#> [15,] 0.05755731 -0.0489171636 7.445118e-03 0.187701057
#> [16,] -0.25527442 -0.0595991722 -9.418859e-02 -0.105206456
#> [17,] 0.00370014 -0.0093221137 4.752430e-02 0.085386489
#> [18,] 0.03474156 0.0487856999 -3.613412e-02 -0.003451898
#> [19,] 0.05598689 0.0065398598 -3.790601e-02 -0.015114317
#> [20,] -0.10890949 0.0729611927 9.387711e-02 -0.014848913
#> [21,] -0.07679516 0.0870156032 1.300449e-01 0.092896752
#> [22,] 0.20028231 0.0668126720 9.574568e-02 0.112393898
#> [23,] -0.02700688 0.2227841354 1.554947e-01 0.011014686
#> [24,] 0.20352688 -0.0890182713 -3.007288e-02 0.003127543
#> [25,] -0.23058326 -0.1403768525 -6.391799e-02 -0.109055906
#> [26,] 0.15945374 0.1456046200 -1.337791e-01 -0.253103622
#> [27,] -0.14918305 -0.2304028988 2.280359e-01 -0.261726658
#> [28,] -0.75538039 -0.4023103538 -9.521801e-01 -0.762208171
#>
#> , , 19
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.21426755 0.339595339 2.371650e-01 0.012096480 -0.035802778
#> [2,] -0.05481558 -0.165955176 -9.620116e-02 0.156448452 0.098783538
#> [3,] -0.18352040 0.135161481 4.217391e-01 0.330317938 0.113970953
#> [4,] -0.28320008 0.300598400 3.025530e-01 0.054603739 -0.020538220
#> [5,] 0.09519175 0.024005471 -3.313973e-01 -0.083364600 -0.129123812
#> [6,] -0.07428957 -0.066661184 -3.132312e-02 -0.034079477 -0.058875330
#> [7,] -0.12232555 0.113114659 2.178607e-01 -0.139482557 0.158593668
#> [8,] 0.01199487 -0.172752919 -5.667002e-02 0.205202836 0.080273613
#> [9,] -0.04452732 0.106508001 4.707081e-03 0.017910604 0.166730754
#> [10,] 0.52609611 0.115149275 4.426961e-05 -0.185363226 0.171912183
#> [11,] -0.34645454 -0.081981994 -1.200858e-01 0.152184455 -0.059237797
#> [12,] 0.24428766 0.081322091 -9.068519e-02 -0.152390881 -0.032998159
#> [13,] -0.06759162 -0.007781788 5.236448e-02 -0.012359031 0.057702743
#> [14,] -0.02381714 -0.123488827 -2.444887e-01 0.032175356 0.104515435
#> [15,] -0.05015103 -0.068510197 -1.255350e-01 0.057858204 -0.005315043
#> [16,] -0.10836270 0.035236329 8.403568e-02 0.243290156 0.163744705
#> [17,] 0.07253205 -0.102036180 -2.307191e-01 -0.002063509 -0.008524319
#> [18,] -0.11352203 -0.041566538 4.958645e-02 0.017194236 -0.074602659
#> [19,] -0.05942581 0.149660685 -8.132685e-02 -0.097829598 -0.011552757
#> [20,] 0.15758295 -0.188247458 5.784699e-02 0.024163261 0.018306076
#> [21,] -0.28781213 -0.002833578 -1.008019e-01 -0.052755412 -0.027958206
#> [22,] -0.19332821 -0.261739585 -4.915741e-01 -0.325720255 -0.179413532
#> [23,] 0.15602940 0.023882695 1.931223e-01 -0.014109449 0.191568168
#> [24,] 0.06042005 0.142209883 -2.771041e-02 0.134066843 -0.037595422
#> [25,] -0.21805375 -0.185239726 -3.337852e-02 0.059627484 0.047140200
#> [26,] -0.26438605 -0.146461260 -1.639039e-01 0.013221486 -0.250297797
#> [27,] 0.09539014 0.151815699 1.163986e-01 0.054299181 -0.104107071
#> [28,] 0.03764948 -0.426925736 -4.328284e-02 0.011782817 -0.250884950
#> [,6] [,7] [,8] [,9]
#> [1,] -0.205738669 0.358484383 0.386080651 -0.14879547
#> [2,] -0.059686664 -0.083607841 0.468202606 -0.14974533
#> [3,] -0.060617415 -0.114825713 0.086245817 -0.07412219
#> [4,] 0.077047241 -0.255113272 -0.377391623 -0.25533266
#> [5,] 0.109987370 -0.044482159 -0.113521295 0.13589982
#> [6,] -0.024187544 -0.135632813 0.127817397 0.41818835
#> [7,] 0.172633407 0.399522348 0.051749109 0.19846713
#> [8,] 0.003587418 0.008237195 0.040160310 -0.09269514
#> [9,] 0.005202809 0.074968001 0.137424650 0.02128736
#> [10,] 0.064608569 0.020207754 -0.046290554 -0.06147699
#> [11,] -0.149154017 -0.010401093 0.049058705 0.06053255
#> [12,] -0.088151084 -0.106559848 0.009550134 0.02441664
#> [13,] 0.042917915 -0.033618808 -0.076615627 0.06303165
#> [14,] 0.048535744 0.113384743 0.143878683 -0.06021330
#> [15,] -0.097383914 -0.124953829 -0.060311696 -0.14813075
#> [16,] 0.130013433 0.102353186 -0.005109514 -0.06151509
#> [17,] -0.080935428 -0.122856081 0.053454248 -0.06538692
#> [18,] -0.084903777 -0.122719043 0.018405995 -0.01018154
#> [19,] 0.045823035 0.046328998 0.040184585 0.01341148
#> [20,] -0.001820177 0.059867692 0.015432666 0.12503399
#> [21,] -0.140957153 -0.125142952 -0.058269127 -0.10236904
#> [22,] -0.214040457 -0.010085629 -0.004675372 0.00958206
#> [23,] 0.153321315 -0.274467565 -0.174376721 -0.21816112
#> [24,] 0.043978142 -0.045165236 0.216199094 0.16057511
#> [25,] 0.016035204 0.037230106 -0.122605782 -0.08227866
#> [26,] -0.085991088 0.138660744 0.031055863 0.10104567
#> [27,] -0.125108667 0.056803871 -0.171929977 -0.13825412
#> [28,] -0.088716299 0.773184431 -0.414838898 -0.03536424
#>
#> , , 20
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.26953519 0.222997852 0.2189189183 0.30586443 0.250318342
#> [2,] -0.14825460 0.252152071 0.4657985065 0.42537417 -0.204195053
#> [3,] 0.03440017 0.095558413 0.1361557568 0.10593206 -0.231377185
#> [4,] 0.36482762 -0.028300646 -0.3490396895 -0.26786939 -0.588035342
#> [5,] -0.28627873 -0.094379691 0.0362066235 0.03534653 -0.067806525
#> [6,] -0.52171056 0.305903472 0.4884671700 0.22567412 0.160832064
#> [7,] -0.09243745 -0.041574594 -0.0420858917 0.19624480 -0.095833634
#> [8,] 0.04370536 -0.132690949 -0.1118624300 -0.24753861 -0.202003640
#> [9,] -0.10884410 -0.124672540 0.0177208489 -0.05796432 0.039954175
#> [10,] -0.49077415 -0.182033269 -0.1244749525 -0.09211128 -0.157775832
#> [11,] 0.19571944 0.033038176 0.2479203248 0.05707317 -0.021756080
#> [12,] -0.06722047 -0.049987854 0.0313250093 0.07352841 0.014824566
#> [13,] 0.06217424 0.052932939 -0.0157561694 -0.06692093 -0.126929057
#> [14,] 0.11017478 -0.113298224 0.1020159084 -0.13338825 -0.070132159
#> [15,] 0.20204089 0.228988577 0.0068368949 -0.13204468 -0.096088709
#> [16,] -0.23518495 -0.093655972 0.1747499527 0.06054139 0.034092865
#> [17,] 0.06242070 0.046521335 -0.0126734559 -0.18658699 -0.156775828
#> [18,] 0.23148242 0.180363785 0.0671774627 0.13799404 -0.010519695
#> [19,] -0.07677020 0.007900447 -0.0006449199 0.02564257 0.000529568
#> [20,] -0.01283426 0.054114211 0.1079706737 -0.05936356 -0.068796597
#> [21,] 0.10594251 -0.021468438 -0.1356432744 -0.02051362 0.019611606
#> [22,] -0.01056422 -0.022670005 0.1719502629 -0.17784280 -0.162245846
#> [23,] 0.36368199 0.201782060 -0.0994570845 0.10129131 0.328951248
#> [24,] -0.13795119 0.366050298 0.1318521172 -0.30469985 -0.177142293
#> [25,] 0.26326946 -0.065898452 -0.0425287387 0.04864615 -0.289731785
#> [26,] 0.08694857 0.135455762 -0.1601307016 0.19865676 0.203366228
#> [27,] 0.04584628 0.391978931 0.3525270511 0.03119297 -0.160216708
#> [28,] 0.09620982 -0.001458845 0.1071153479 -0.39680622 -0.717218582
#> [,6] [,7] [,8] [,9]
#> [1,] -0.074990876 0.51849171 0.329679233 -0.082610546
#> [2,] -0.183026485 -0.25777905 -0.020392717 0.054858647
#> [3,] -0.231422873 0.19516076 -0.176861604 -0.150167051
#> [4,] -0.282091564 -0.12945343 0.101843105 0.378181368
#> [5,] -0.090155002 -0.03442530 -0.044631118 -0.018593223
#> [6,] 0.113918313 0.38244042 -0.058324470 -0.138530683
#> [7,] -0.188223875 -0.20750095 -0.296656136 -0.433302583
#> [8,] 0.017727083 0.05895709 0.148268026 -0.001661373
#> [9,] -0.004579273 -0.07194340 -0.018830603 -0.076883271
#> [10,] 0.027972914 -0.10655980 -0.018659912 -0.017452634
#> [11,] 0.104474662 0.03234817 0.085438656 0.100128114
#> [12,] -0.012934211 0.11351791 -0.051313254 -0.202892785
#> [13,] -0.027869637 -0.02992599 -0.035163895 -0.068618808
#> [14,] 0.094467499 -0.06881744 -0.144203375 0.074986882
#> [15,] -0.069588926 0.04782621 0.043073564 0.090027352
#> [16,] 0.078693227 -0.06606607 -0.025073616 0.033391520
#> [17,] 0.068758054 0.12494856 0.061040097 0.123030472
#> [18,] 0.023951269 -0.02292065 0.076447004 0.065890877
#> [19,] -0.165829862 -0.02596495 0.083984996 0.041608769
#> [20,] -0.098372081 0.03850773 0.135343286 -0.105064910
#> [21,] 0.008185217 -0.10107803 -0.109677538 0.015410056
#> [22,] -0.029986503 0.07287888 0.070741616 0.032089449
#> [23,] -0.127717605 0.02861396 0.001584238 -0.140547351
#> [24,] 0.128036454 0.32577811 0.134361785 0.187391534
#> [25,] -0.088514812 0.12744466 -0.009770012 -0.011544606
#> [26,] -0.009915016 -0.22908048 0.086235081 0.021659288
#> [27,] -0.271103668 0.06023084 -0.218995480 -0.341265075
#> [28,] -0.004427224 0.09537140 -0.344633662 0.176454119
#>
#> , , 21
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.171432993 0.024012821 0.33746528 0.212266389 0.003235924
#> [2,] -0.148449988 0.063360069 -0.22898317 -0.101359021 -0.509619288
#> [3,] -0.175805628 -0.269844750 0.20887819 0.435110108 0.113489184
#> [4,] -0.163159021 -0.107903476 0.07899675 0.154358743 0.003158955
#> [5,] 0.084886347 0.139836517 -0.18536858 -0.135443400 -0.007607637
#> [6,] -0.278824107 0.168997296 -0.03130675 -0.140815612 -0.070363069
#> [7,] 0.360584763 0.040327741 0.31531433 -0.097257121 -0.258352790
#> [8,] 0.047809314 -0.101371331 0.15448128 0.215078297 0.127198962
#> [9,] -0.069554807 0.080337053 0.04213594 0.064544913 -0.038960296
#> [10,] 0.177496843 0.196398087 0.04418406 0.160654263 0.031569611
#> [11,] -0.226729374 -0.306226807 0.08840387 0.088533667 -0.033915042
#> [12,] 0.017901356 0.288830366 -0.04471151 -0.033715246 -0.028411614
#> [13,] -0.085404236 -0.150202988 -0.15881225 0.006045243 -0.111830721
#> [14,] -0.050559510 -0.089711018 -0.04146813 -0.109295171 -0.039924479
#> [15,] 0.021817356 0.007385693 -0.12984832 -0.107328864 0.067003612
#> [16,] 0.107262156 -0.014510194 0.13233211 0.121643688 -0.012998603
#> [17,] -0.279724121 0.063828465 -0.01430207 0.076582087 0.111175647
#> [18,] -0.109232733 -0.010881638 -0.12494960 -0.081103558 -0.018505676
#> [19,] 0.092282756 -0.221633517 0.09151579 0.132525319 0.053363470
#> [20,] -0.130599193 0.005852060 -0.10053480 0.066553582 0.116412450
#> [21,] 0.067076629 0.088979294 0.04541908 -0.092021982 0.035967221
#> [22,] 0.112355387 -0.005986142 0.01475243 -0.095791500 -0.038074446
#> [23,] 0.010154780 -0.412172959 0.07081092 -0.005793051 -0.184674289
#> [24,] -0.009121478 -0.053195243 -0.45842956 -0.213434009 0.088108401
#> [25,] -0.120242705 -0.146331580 0.15303144 0.129540141 0.453982636
#> [26,] -0.161728095 -0.162907277 0.14474549 0.127403859 0.080960993
#> [27,] -0.375090156 -0.141624718 -0.17311362 -0.006703698 -0.151762008
#> [28,] -0.021542659 0.056082254 0.33910670 0.149870769 -0.370367255
#> [,6] [,7] [,8] [,9]
#> [1,] 0.071264170 0.659613914 0.6577110533 0.377026928
#> [2,] -0.382984333 -0.100258182 -0.1389032026 -0.155231544
#> [3,] 0.117152299 -0.083213630 -0.6834798233 -0.150921529
#> [4,] 0.125765785 0.385748629 -0.0969012970 -0.156855581
#> [5,] -0.170892887 -0.222436807 0.0900812581 0.019757899
#> [6,] -0.259924409 -0.351963530 0.1461145054 0.337370373
#> [7,] -0.001757225 0.139060229 -0.0677166799 -0.241395863
#> [8,] 0.045728126 0.051503784 -0.0051796399 0.069267567
#> [9,] 0.003069009 0.033398331 0.0637337882 0.052862950
#> [10,] -0.101507646 -0.036130667 -0.0735864948 -0.057537979
#> [11,] 0.139469063 0.057032581 0.0003467666 0.055836771
#> [12,] -0.186438514 -0.113050452 0.1172901279 0.075420668
#> [13,] 0.065359781 0.113909356 -0.0301637019 -0.050819137
#> [14,] 0.041521721 0.038788360 0.0021814494 0.017221190
#> [15,] 0.025393157 0.003508397 -0.0856228568 -0.023943332
#> [16,] 0.115711601 0.142121553 0.0986275195 0.019186490
#> [17,] -0.093986625 -0.109346168 -0.1244850822 -0.052777777
#> [18,] -0.035073012 -0.025151837 -0.0290102411 0.029682200
#> [19,] 0.059915079 0.010143972 0.0246572666 -0.028445590
#> [20,] 0.044322689 0.022602756 -0.1153990615 0.051257003
#> [21,] 0.124792702 0.225629261 0.0622879572 0.001091962
#> [22,] -0.104419695 0.108660326 0.1011204177 -0.046183936
#> [23,] 0.011335675 -0.108132034 0.1361037509 -0.034208065
#> [24,] 0.104396510 -0.001751889 -0.1449198095 -0.089253740
#> [25,] 0.542134495 0.434633897 0.2113019895 0.198968679
#> [26,] 0.244532477 0.245898828 0.3223836375 0.172797145
#> [27,] -0.030787335 0.109435078 0.0679530643 0.097131059
#> [28,] -0.098884816 -0.399218964 0.2780794038 -0.134002969
#>
#> , , 22
#>
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 0.11183267 -0.07767706 0.01562542 0.30773922 0.714282553 0.613452705
#> [2,] -0.08338708 -0.02364845 0.01565760 0.05582258 -0.616975286 -0.358390215
#> [3,] 0.34092222 -0.25505230 0.09808615 -0.07761790 -0.197321630 -0.309001653
#> [4,] -0.11293627 0.15453826 -0.24119916 0.08220340 -0.048257154 -0.112134410
#> [5,] -0.05497917 0.21113977 0.01906353 0.02139035 -0.151291440 -0.106208179
#> [6,] -0.01361394 0.02144280 0.29369597 -0.09894527 0.041715986 0.160932513
#> [7,] 0.29286548 -0.15874355 0.03958573 0.13959513 0.304969424 0.032588098
#> [8,] 0.05839731 -0.12490992 0.10165446 0.01903858 0.048400315 -0.005618614
#> [9,] -0.20744025 -0.03775188 -0.28379658 -0.22292898 -0.176614554 0.030835638
#> [10,] -0.17956459 -0.34968995 -0.21924353 -0.06453192 0.090365729 0.021697244
#> [11,] 0.07675281 0.14255729 0.11207886 0.09104689 -0.031420818 -0.047826653
#> [12,] 0.11790616 0.04248390 -0.10334972 -0.09968871 -0.021143630 0.045705207
#> [13,] -0.22495933 0.15938830 0.01810179 -0.03857716 -0.028058930 -0.082568832
#> [14,] 0.04030481 -0.01624361 -0.04206238 0.08897391 0.016291960 -0.060510622
#> [15,] 0.17543917 0.09940421 0.04623669 0.21253777 -0.095488413 0.030588219
#> [16,] 0.06350959 -0.15296925 -0.08223691 -0.10316903 0.006023284 -0.105428085
#> [17,] 0.12832440 0.17225661 0.05953036 -0.03033852 -0.004889511 -0.032302120
#> [18,] -0.27364364 0.04528922 -0.22509815 -0.19038262 -0.066237584 -0.052037369
#> [19,] 0.01100929 -0.08494860 0.08794489 0.01661597 0.008421520 0.100005346
#> [20,] 0.05794086 0.10243845 0.07754716 -0.08482181 -0.109070318 -0.119725813
#> [21,] -0.23585417 0.12242237 -0.06005034 0.05624796 -0.051726002 -0.090404615
#> [22,] 0.26223189 -0.07464024 -0.09230507 -0.04636171 -0.039088451 -0.153733540
#> [23,] 0.29335393 -0.53844370 0.17097885 0.40093308 0.238696185 0.024392560
#> [24,] -0.04958079 -0.24914181 0.19347216 0.14042283 -0.065584852 0.085117452
#> [25,] 0.62385293 0.01413372 0.17826227 0.12752589 0.009624034 -0.306428400
#> [26,] 0.09086053 0.19926951 0.22778171 -0.15757797 0.150470639 0.091802995
#> [27,] 0.05693669 -0.39291388 -0.34368402 -0.36400571 0.058022844 -0.243684143
#> [28,] 0.05117115 0.05176546 -0.29230884 0.20715987 -0.233926830 0.322696959
#> [,7] [,8] [,9]
#> [1,] 0.324485386 0.153561938 -0.215608471
#> [2,] 0.118499311 0.149866855 0.026944500
#> [3,] -0.168339902 -0.355342356 0.314206313
#> [4,] -0.001814956 0.195159949 -0.007749806
#> [5,] -0.196816699 -0.023074810 0.099722601
#> [6,] 0.028391963 -0.270980708 -0.201375938
#> [7,] -0.035735709 0.300439525 0.113959344
#> [8,] 0.027407037 -0.033367744 -0.029384782
#> [9,] 0.150223549 -0.004519771 -0.030078358
#> [10,] 0.048072533 0.055310343 0.067824508
#> [11,] 0.024983247 -0.018695506 -0.108675196
#> [12,] 0.059415252 -0.011563252 0.041110664
#> [13,] -0.079457426 0.027060566 0.040128353
#> [14,] 0.031525907 0.083923481 -0.063105390
#> [15,] 0.064252116 0.190552951 -0.073844986
#> [16,] -0.064109181 -0.016384377 -0.070207274
#> [17,] -0.106058192 -0.062607873 -0.083004846
#> [18,] 0.014606332 -0.086271561 0.013758510
#> [19,] 0.079030034 -0.020221232 0.022718976
#> [20,] -0.044157507 0.020240697 0.048716508
#> [21,] -0.198277936 0.034797915 -0.049383036
#> [22,] -0.103101237 0.042466990 0.147605084
#> [23,] -0.018731631 -0.152625692 -0.020889186
#> [24,] -0.065664223 -0.283006356 0.106211709
#> [25,] -0.277172313 -0.073604184 -0.361806273
#> [26,] 0.069632293 -0.186915141 -0.071293208
#> [27,] -0.387585268 -0.352922615 -0.050260352
#> [28,] -0.048191416 0.327654744 -0.614383329
#>
#> , , 23
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.060762571 0.24413311 -0.435903861 -0.358210579 1.284411e-01
#> [2,] 0.197245227 -0.16541940 -0.138112550 0.198952186 1.972430e-01
#> [3,] -0.007877336 -0.43676816 0.025920155 -0.018997118 -6.645425e-02
#> [4,] -0.174148356 -0.45187774 -0.191340343 0.042304820 -2.211928e-02
#> [5,] -0.310325914 0.21574332 0.225995705 -0.043419275 -1.761674e-01
#> [6,] -0.234516150 -0.40106876 -0.099906971 0.289985575 1.044627e-01
#> [7,] 0.196245989 0.13675299 -0.081937657 -0.148248198 1.739699e-02
#> [8,] 0.018725404 0.01926527 -0.124345663 -0.141945128 -2.432950e-02
#> [9,] 0.168651724 0.22154921 0.182186204 0.060995730 3.973309e-02
#> [10,] 0.052717607 0.13374796 -0.031013469 -0.068795947 1.281522e-03
#> [11,] -0.185398101 0.14108207 -0.004533536 -0.082434441 -5.678226e-02
#> [12,] 0.220979260 -0.12798249 -0.048962179 0.080515504 -4.600380e-02
#> [13,] -0.332321858 -0.08123540 -0.021447548 0.094514832 6.754797e-02
#> [14,] 0.087277560 0.26104597 0.013149145 -0.338201933 1.903941e-02
#> [15,] -0.158191597 -0.16736141 0.116556896 -0.112169049 -6.400707e-03
#> [16,] 0.125609665 0.05426986 0.067978497 0.065630819 1.359596e-01
#> [17,] -0.137361333 -0.14507474 -0.097004899 -0.028320952 -2.027614e-02
#> [18,] 0.193527860 0.10512017 0.113272070 0.031942324 -7.174180e-04
#> [19,] 0.010186872 0.04620028 -0.112566403 -0.025293515 1.187426e-02
#> [20,] 0.041985012 -0.20718010 -0.364763284 -0.076120280 1.126181e-01
#> [21,] -0.283634466 0.21749219 0.178908576 -0.009552302 -7.714140e-02
#> [22,] 0.047146293 -0.27611000 0.035083132 -0.038968604 7.446027e-02
#> [23,] -0.068593631 -0.41889276 -0.230831829 -0.275797541 -9.739274e-05
#> [24,] -0.015668867 0.08896508 -0.043319383 0.193457852 7.764060e-02
#> [25,] -0.077522064 0.05270598 -0.122665863 -0.060284805 -2.669008e-02
#> [26,] -0.500259804 0.42919797 0.069210763 0.035953308 -3.030275e-01
#> [27,] 0.220464091 -0.12107816 -0.721047702 -0.341879476 2.087269e-01
#> [28,] 0.470742279 0.33563241 -0.053125130 0.500308834 1.369150e-02
#> [,6] [,7] [,8] [,9]
#> [1,] 0.371585171 0.321772362 0.133161245 0.207252568
#> [2,] 0.068689888 -0.141194961 -0.157901117 -0.230102603
#> [3,] -0.180872457 -0.066936868 -0.143224123 -0.358103409
#> [4,] 0.004790467 0.076671656 -0.038017649 -0.068488043
#> [5,] 0.202830477 0.444712843 0.009783889 0.095968119
#> [6,] -0.043241084 0.299300082 0.424539867 -0.183821244
#> [7,] 0.077444766 -0.110501078 0.311775200 -0.126956403
#> [8,] -0.019987325 -0.116318638 -0.026458380 -0.131379301
#> [9,] 0.073742238 0.078666756 -0.042552183 0.140912217
#> [10,] -0.057856712 0.031336572 -0.007407363 -0.064101967
#> [11,] 0.030215138 -0.084833996 -0.036740265 0.065392078
#> [12,] -0.026091720 0.057311669 -0.056664116 -0.005588562
#> [13,] -0.100873921 -0.048112874 0.062742931 0.048946385
#> [14,] 0.113969070 0.017434339 -0.096134900 0.098149169
#> [15,] 0.006246434 -0.191521776 -0.222976343 0.116970284
#> [16,] -0.037481596 0.058348907 0.094446215 -0.042197895
#> [17,] 0.051761447 0.013824138 -0.109657726 0.053056092
#> [18,] -0.003838679 0.052447725 0.031334960 -0.072136301
#> [19,] -0.010775669 -0.006085022 -0.012265499 -0.032218816
#> [20,] -0.045446057 -0.075484984 0.065755465 -0.028836863
#> [21,] -0.068722876 0.120486041 0.012777912 0.023699678
#> [22,] 0.026488604 -0.072547855 0.117066406 -0.250342709
#> [23,] 0.192180824 0.221315251 -0.128912135 0.250365691
#> [24,] -0.150766287 -0.011024068 0.394842054 0.042351710
#> [25,] -0.188568338 -0.380887255 -0.107439918 0.099042385
#> [26,] 0.001720632 0.172548727 0.227837556 -0.121023707
#> [27,] 0.154237623 0.111455812 -0.058280414 0.179093452
#> [28,] -0.143445372 -0.577856493 -0.165723848 0.102893513
#>
#> , , 24
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.493328662 0.170459164 0.173828379 -0.0183938379 0.018488740
#> [2,] -0.102528306 -0.087162070 0.220607966 0.4301627365 0.397632801
#> [3,] 0.212782731 0.113646078 0.044498484 0.0348838473 -0.362667202
#> [4,] -0.099141434 0.342101517 0.208561736 0.0315749872 -0.162064379
#> [5,] 0.170287747 0.095102353 -0.131115830 0.1165450485 0.002551827
#> [6,] 0.168719710 -0.007171625 -0.258327806 -0.4193355854 0.028677138
#> [7,] 0.192272191 0.115813434 0.234068611 0.0048047401 -0.135717564
#> [8,] 0.178986613 -0.057317332 -0.069595803 -0.0404085400 0.092038586
#> [9,] -0.019973030 -0.230280407 -0.119268504 -0.0029532149 0.137622596
#> [10,] -0.007228596 -0.037652144 0.129028739 0.0581948162 -0.170735887
#> [11,] -0.020159828 0.070245153 -0.223584713 -0.0136783416 0.026084895
#> [12,] -0.017948535 -0.102357021 0.215903978 0.1635203043 0.005836777
#> [13,] 0.151367824 0.003768654 0.041539769 -0.1775346748 -0.226241169
#> [14,] -0.323305962 0.155820763 0.162589903 0.1519220435 0.115181690
#> [15,] -0.007726977 0.070236543 -0.275549832 -0.0996197548 0.012759815
#> [16,] 0.171435494 0.009003050 -0.052129688 0.0435396306 0.009102985
#> [17,] -0.085756182 0.193745323 -0.113305552 -0.0443659062 -0.074418382
#> [18,] -0.044062373 -0.251319382 0.121478804 0.2112613612 -0.038455879
#> [19,] -0.076738741 0.009567932 0.036218811 -0.0459260854 -0.097000139
#> [20,] 0.113744924 0.090686177 -0.004463805 -0.0885204599 -0.084268278
#> [21,] -0.117621820 0.106167221 -0.226796714 0.0356488345 0.091036513
#> [22,] 0.203007690 0.042747287 0.112641567 0.0004181945 0.103186384
#> [23,] 0.042656108 0.132868864 0.017262070 -0.2329591433 -0.328604655
#> [24,] -0.246716886 -0.238151894 -0.088881903 -0.1618469045 -0.159956308
#> [25,] -0.107834943 0.561036921 0.006473415 -0.1342976842 -0.058995060
#> [26,] -0.041649335 0.037458267 -0.257126451 -0.0195598240 -0.041197040
#> [27,] -0.363442661 0.337701061 -0.003505517 -0.1483542088 -0.083103937
#> [28,] -0.064326135 -0.226794986 -0.064165761 0.5337896672 0.244036073
#> [,6] [,7] [,8] [,9]
#> [1,] 0.201319205 -0.135848237 -0.155309148 0.056802220
#> [2,] 0.171527613 -0.235674865 -0.163530637 -0.111446086
#> [3,] -0.532208108 0.102821647 0.303005705 -0.268967566
#> [4,] 0.137086146 0.177632327 0.103019697 -0.038402936
#> [5,] -0.284904359 -0.170790835 -0.048164608 -0.137379361
#> [6,] 0.014656710 0.066274661 0.195367313 -0.037166179
#> [7,] -0.095732694 -0.466324292 0.005646222 -0.258849462
#> [8,] 0.065538040 0.040345652 0.026867443 0.049335287
#> [9,] 0.061164815 -0.014525397 -0.014442965 -0.063482793
#> [10,] -0.011883964 0.030364728 0.003417707 0.021340395
#> [11,] -0.111194976 -0.179449978 -0.129996695 -0.168829232
#> [12,] -0.032534920 0.047533554 0.120438531 0.043276783
#> [13,] -0.165269698 -0.059447787 -0.049668809 0.050234721
#> [14,] 0.090121797 -0.046570791 0.030461014 -0.076567622
#> [15,] -0.044865568 0.126634079 0.114080768 -0.031201821
#> [16,] 0.184253539 -0.030567174 -0.067181954 0.043963955
#> [17,] 0.050283510 0.164520418 0.140850955 0.056956639
#> [18,] 0.008880519 0.053017308 0.015089543 -0.076187868
#> [19,] -0.070171738 -0.019519930 0.048528845 0.059177971
#> [20,] 0.048773018 0.049918378 -0.040407398 -0.034930704
#> [21,] 0.031132532 -0.101235036 -0.091365601 0.004397114
#> [22,] 0.061584017 -0.053921016 -0.161882700 0.038567752
#> [23,] -0.079565498 0.081434917 0.205122500 0.021801375
#> [24,] -0.103450284 -0.006863417 0.035566437 0.071291770
#> [25,] 0.019147434 -0.027713977 0.194795924 0.140862832
#> [26,] 0.017613933 -0.137642291 -0.329654741 0.456759067
#> [27,] 0.185849199 -0.116308177 -0.191924651 0.227336395
#> [28,] 0.202192954 0.242852130 -0.609619455 -0.741235796
#>
#> , , 25
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.22933995 -0.223073226 -0.143311759 -0.182701019 -0.215065586
#> [2,] -0.06567180 -0.167260359 0.101601393 0.204468186 -0.074576312
#> [3,] 0.23877077 0.229901360 0.012859771 -0.211686643 -0.191934717
#> [4,] 0.33878825 0.129745914 0.059943017 -0.064917394 -0.018070853
#> [5,] -0.15167047 0.065756522 -0.017118079 -0.038347880 -0.073248129
#> [6,] -0.02617683 0.031423367 0.205815560 -0.057913713 0.242545120
#> [7,] 0.17743979 0.217819189 0.387655218 0.050263652 0.188007874
#> [8,] 0.08604140 0.124332188 0.051913261 -0.025469748 0.029542171
#> [9,] -0.04523857 0.004008311 0.053296206 -0.010446083 0.062127566
#> [10,] -0.01939784 0.101065761 0.302386448 0.185588527 -0.019833317
#> [11,] 0.13343146 -0.031409183 -0.095631021 -0.153094919 -0.097615578
#> [12,] 0.10076261 -0.118011743 0.017676347 0.032390079 0.032915474
#> [13,] -0.16609928 0.095364155 0.089185485 0.053751197 -0.051710140
#> [14,] -0.12546557 0.173382118 -0.123927599 0.017748082 -0.091460876
#> [15,] -0.02998365 0.035804714 0.007936485 0.044011223 0.006714845
#> [16,] 0.05282878 -0.126987816 0.034462561 0.066132406 0.047011096
#> [17,] -0.10185655 -0.126791973 -0.162714452 -0.053370440 -0.090314604
#> [18,] -0.04396395 0.253424055 0.162465513 0.075040840 0.045369020
#> [19,] 0.19930205 -0.104485948 -0.013350644 -0.006793052 0.006110786
#> [20,] 0.12211481 -0.057468072 -0.102388210 -0.057367464 -0.116246282
#> [21,] 0.31692251 0.109131260 -0.044610335 -0.207211462 -0.043091833
#> [22,] -0.09684861 0.108413601 0.189225924 0.108523821 -0.085832561
#> [23,] -0.05242192 0.194060734 -0.077005262 0.180062831 0.194072602
#> [24,] 0.23407637 0.236268503 0.150241649 -0.051452637 -0.032484670
#> [25,] 0.28659092 0.022381844 -0.136131882 0.123404891 -0.166286162
#> [26,] 0.44394503 -0.137200046 -0.056514322 0.001812323 0.159038282
#> [27,] 0.09905136 -0.004106580 -0.565311259 -0.458543896 -0.296065223
#> [28,] 0.11274372 -0.453726760 -0.168908822 -0.280241438 -0.566912306
#> [,6] [,7] [,8] [,9]
#> [1,] 0.085207336 -0.39477151 -0.416113647 0.029313865
#> [2,] -0.124279375 -0.14806551 0.128656367 0.094221219
#> [3,] 0.294561349 0.04432102 -0.360648752 -0.315949458
#> [4,] -0.116516990 -0.42514775 -0.248074880 -0.122257230
#> [5,] 0.026274253 0.16622807 0.079303599 0.024017607
#> [6,] 0.119585489 -0.19128501 -0.038272275 0.023455539
#> [7,] 0.298477581 0.11418926 0.230007911 0.404873322
#> [8,] -0.006493278 -0.03145088 0.002917654 0.001425595
#> [9,] -0.219832937 -0.10749114 0.071020622 -0.071366746
#> [10,] 0.015675137 -0.04520647 -0.006493193 0.111322353
#> [11,] 0.055112919 0.02592295 0.030966467 0.002719046
#> [12,] 0.112678698 0.09234704 0.007617837 0.001695011
#> [13,] 0.060671325 -0.07398308 0.024304444 0.049709177
#> [14,] -0.218359106 0.01137860 -0.048339392 -0.083514634
#> [15,] 0.066057929 0.04197729 -0.031827536 -0.089999246
#> [16,] -0.084863448 -0.09607591 -0.033892977 -0.092200113
#> [17,] -0.009288748 -0.01726504 -0.025897033 -0.053724027
#> [18,] 0.119482700 0.09778447 0.027648980 -0.038519084
#> [19,] -0.062294566 -0.05305476 0.064041451 -0.014724754
#> [20,] -0.047694894 -0.15638192 -0.043291853 -0.022867687
#> [21,] -0.015969838 -0.00582667 -0.039048833 0.062412165
#> [22,] 0.049900801 0.03153764 0.010802758 0.102127408
#> [23,] 0.096789775 -0.28133138 -0.384523055 -0.223325484
#> [24,] 0.023529047 0.05978185 -0.119820410 -0.022676335
#> [25,] -0.205032790 -0.09273117 -0.322654347 -0.119544769
#> [26,] 0.254771505 0.25961465 -0.014441129 0.044753446
#> [27,] -0.157874202 -0.74405009 -0.366010444 -0.495230367
#> [28,] -0.381863256 0.61679821 -0.286910507 -0.201115596
#>
#> , , 26
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.260478678 -0.046796666 0.356290055 -0.228542392 -0.448066663
#> [2,] -0.071889579 -0.160446737 -0.079986655 0.017082237 0.169826127
#> [3,] 0.313318573 -0.259678987 -0.599329605 -0.240916410 0.131790548
#> [4,] -0.131744545 0.298361611 0.193219130 -0.202785328 -0.117976333
#> [5,] -0.136373137 -0.073194381 -0.170599877 0.153617989 0.152318877
#> [6,] -0.068269799 -0.123030340 0.293947885 -0.164679535 -0.076584074
#> [7,] 0.348961784 0.133080299 0.087998794 -0.032589388 0.248500099
#> [8,] 0.111722125 -0.112351233 -0.134678313 -0.073749771 0.120830596
#> [9,] -0.213062765 0.196398347 -0.071218257 0.080271786 -0.007925600
#> [10,] 0.263074618 -0.165073576 -0.059575241 0.086489990 0.220551096
#> [11,] 0.079022321 -0.111476625 -0.117329461 -0.085915117 0.056399559
#> [12,] -0.090800216 -0.088221409 0.214113510 0.363046143 0.006581992
#> [13,] -0.015646839 0.137623772 -0.040879415 -0.112013645 0.031967981
#> [14,] 0.018177042 0.191256061 -0.012397840 -0.190877465 0.066638267
#> [15,] -0.122827166 -0.242431411 0.070694542 -0.038456836 -0.091872961
#> [16,] 0.144941374 0.015226620 -0.020331653 -0.008359426 0.134329275
#> [17,] -0.193475316 -0.260662786 0.072606359 0.108123238 0.069995176
#> [18,] 0.046352418 0.255742645 -0.107838720 0.034127627 0.069749965
#> [19,] 0.251009494 -0.067326097 0.133527341 0.075694988 0.106128993
#> [20,] -0.251788572 0.129396698 0.063215122 -0.079918015 -0.036207460
#> [21,] -0.146508053 -0.002801883 0.061551526 0.149499554 0.066981747
#> [22,] 0.291921338 -0.242233662 0.108583920 -0.086635398 0.100773080
#> [23,] 0.064154036 0.053466795 -0.021720317 -0.185157094 0.058755722
#> [24,] -0.005219974 -0.248947638 -0.123833701 -0.106281658 0.110277315
#> [25,] 0.107634685 -0.444802366 -0.137720838 -0.119996400 0.109614106
#> [26,] -0.024979323 -0.049079248 -0.171356872 0.128325017 -0.051650365
#> [27,] -0.096740301 0.034000149 -0.004568001 -0.271071110 -0.038971104
#> [28,] -0.074158353 -0.170186075 -0.033070993 -0.255778129 -0.673350581
#> [,6] [,7] [,8] [,9]
#> [1,] -0.140718779 -0.279211453 0.250855379 0.436643990
#> [2,] 0.094401135 0.045898827 -0.233800745 -0.138010367
#> [3,] 0.190848584 0.301272882 -0.062340797 -0.001872408
#> [4,] 0.030386457 0.283141544 0.233405770 0.198289372
#> [5,] -0.021000277 -0.109115453 0.120866605 0.013102407
#> [6,] -0.209129141 -0.089444287 -0.172597980 0.079212188
#> [7,] 0.273389192 0.164581244 0.097375876 0.005823378
#> [8,] -0.071154174 -0.203263779 -0.170434270 0.196367876
#> [9,] 0.323415717 0.297004519 0.164475651 0.030572308
#> [10,] 0.006735026 -0.043160654 -0.087011880 -0.002366081
#> [11,] 0.015330470 0.091027764 0.109911731 -0.064287423
#> [12,] -0.100548742 -0.126226337 -0.016725459 -0.105338885
#> [13,] -0.034083267 0.111195599 0.005420851 0.020070448
#> [14,] 0.086247521 0.094609307 0.034663985 0.081145406
#> [15,] 0.021930010 -0.050811774 -0.003349631 0.194499522
#> [16,] -0.001779700 0.120873189 0.050079448 -0.005672461
#> [17,] -0.126958725 -0.126969394 -0.007090956 -0.012126508
#> [18,] -0.065953809 -0.052378498 -0.059594896 0.011653460
#> [19,] 0.148105199 0.046259568 -0.063397223 -0.005764043
#> [20,] -0.049656484 0.028829488 0.034845587 0.017849881
#> [21,] 0.027285895 0.120833347 0.055243708 -0.077570254
#> [22,] 0.065071402 -0.210517982 -0.158889921 0.008874198
#> [23,] 0.025108183 0.270535670 0.689853981 0.220400660
#> [24,] 0.094696437 -0.082983354 -0.150421705 -0.024760083
#> [25,] 0.402794098 0.192655400 0.100071488 -0.030785668
#> [26,] -0.045233885 -0.002928724 0.075766578 -0.048334765
#> [27,] -0.166232222 -0.307895555 -0.354167489 -0.142685066
#> [28,] 0.251807753 0.819585452 -0.002812983 0.103457381
#>
#> , , 27
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.053802843 -0.463258176 0.22136310 0.4721710706 0.194614253
#> [2,] -0.087627936 0.163469976 -0.12868186 0.1095986666 0.049821947
#> [3,] 0.080972788 0.185801752 0.15038188 -0.0859699516 0.022890382
#> [4,] 0.090006719 -0.169091815 0.12025569 0.5262632758 0.050086805
#> [5,] 0.021199927 0.514239687 -0.04782484 -0.0884444768 -0.109177710
#> [6,] 0.090893520 0.204070689 0.09862502 0.1260024671 0.329488101
#> [7,] -0.134947491 -0.165883731 -0.32798198 -0.6139922655 -0.365401655
#> [8,] 0.089796811 -0.202696087 0.05759739 -0.0934693183 0.110182808
#> [9,] 0.044999884 0.475427857 0.02949004 -0.1280452303 0.093152045
#> [10,] 0.151573932 -0.026052999 -0.12794813 -0.3728231509 -0.011862195
#> [11,] 0.104673488 0.173007020 0.11064290 0.0431392556 -0.141728427
#> [12,] 0.064719290 -0.127277313 0.08799246 -0.0132966690 0.018744099
#> [13,] -0.073790392 -0.008454063 -0.14281626 -0.1691426861 -0.087404682
#> [14,] 0.130168913 -0.076634736 -0.08032215 0.0179998973 -0.006661802
#> [15,] 0.126717410 -0.172425967 0.10857297 0.3435991107 0.007988409
#> [16,] -0.014586940 0.299549480 -0.08607673 -0.1700127952 -0.032176411
#> [17,] 0.143091283 -0.021367986 0.11672287 0.1120078150 0.123494487
#> [18,] -0.108540121 -0.107241134 -0.04165620 -0.0001979483 -0.066612477
#> [19,] -0.124887582 -0.015849374 0.10813610 0.1259489813 0.111649677
#> [20,] -0.068321649 -0.013500287 -0.06012667 0.0265267495 -0.163102423
#> [21,] -0.129487443 0.062819721 0.00156472 0.1488399830 0.046272890
#> [22,] 0.430671012 -0.038737044 0.16444953 -0.0702746859 -0.090113678
#> [23,] -0.303216142 -0.263612255 0.14876576 0.0717191495 -0.013391080
#> [24,] 0.036544324 0.300150023 0.21866680 0.0835083071 -0.152279684
#> [25,] -0.185539355 0.029045193 0.26375789 0.3191333093 0.287085732
#> [26,] -0.374572673 -0.069390418 -0.15039464 0.1275466449 -0.174837613
#> [27,] 0.007432339 0.124022182 0.34982570 0.2812520320 -0.068577901
#> [28,] -0.209193260 -0.457008489 -0.07666754 -0.1121005835 0.043872779
#> [,6] [,7] [,8] [,9]
#> [1,] 0.268848754 -4.451596e-02 -0.2853989759 -0.196345049
#> [2,] -0.035242342 2.991339e-05 0.2820854207 0.018656405
#> [3,] 0.095055160 -1.767637e-01 0.0297486202 -0.350276252
#> [4,] -0.206680928 -1.183030e-01 -0.1773127651 -0.330832851
#> [5,] -0.209257318 4.385972e-02 0.1632938067 -0.155990572
#> [6,] -0.066851079 4.735135e-02 0.1282155194 -0.018629370
#> [7,] -0.246053671 -1.772610e-01 -0.3241326575 0.053828385
#> [8,] 0.002898080 -1.101691e-01 -0.0496985082 -0.004480751
#> [9,] 0.210456751 1.073857e-01 0.0758117736 0.270668656
#> [10,] -0.024398762 2.826671e-02 0.0891902565 -0.006051819
#> [11,] -0.007644061 4.909188e-02 -0.0892775497 -0.011019951
#> [12,] 0.005848423 2.969067e-02 0.0163023879 0.090627475
#> [13,] -0.074753009 -6.520507e-02 -0.0626639697 -0.039471463
#> [14,] -0.061963270 5.051482e-03 0.0155116479 0.037133332
#> [15,] 0.052631337 8.452180e-02 0.1319711220 -0.072315182
#> [16,] -0.037733609 -5.471337e-02 -0.0079408818 0.112170419
#> [17,] 0.135768035 6.278204e-02 0.0914111280 -0.012263995
#> [18,] -0.047232971 -3.100434e-02 0.0668775635 0.074957364
#> [19,] 0.150009019 1.037443e-01 -0.0003430274 -0.023712200
#> [20,] -0.231138338 -1.404264e-01 -0.0832546225 -0.077597407
#> [21,] 0.116912321 6.932733e-02 0.2053519720 0.126781525
#> [22,] -0.123888774 -9.436199e-02 0.1979832431 0.059777126
#> [23,] 0.214159012 -4.884961e-02 -0.3222120135 0.087603619
#> [24,] -0.044229082 1.498119e-01 0.0103635724 -0.095392177
#> [25,] 0.151355284 2.355413e-01 -0.0882497880 0.039722918
#> [26,] -0.034348194 1.410006e-01 0.2438724310 0.056354859
#> [27,] -0.049060994 -3.718807e-03 0.0227405349 0.056719553
#> [28,] 0.059437513 4.728125e-02 -0.3415305147 0.124102525
#>
#> , , 28
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.032178024 -0.127375070 0.04609532 0.152297166 -0.639714910
#> [2,] -0.133465807 0.133767310 -0.08069353 0.137762326 -0.040921497
#> [3,] -0.431762990 0.463325822 0.27922441 0.235436270 0.120735054
#> [4,] 0.248597863 -0.040489110 0.02168144 0.144867898 -0.455611790
#> [5,] -0.013840755 -0.088057245 -0.01660661 -0.104226899 0.077526111
#> [6,] 0.260980642 0.133497672 0.02226245 -0.077316545 0.185353258
#> [7,] -0.138799263 0.539906712 0.10965184 0.070499870 0.061427668
#> [8,] 0.102140728 -0.053794536 0.08343369 0.140705157 0.089983855
#> [9,] -0.089548348 0.091444180 -0.14337221 -0.076998323 0.113503840
#> [10,] -0.179121604 -0.161661888 0.01316492 0.231220821 -0.101960677
#> [11,] 0.002029146 0.241733251 -0.10079659 -0.055732978 0.099625178
#> [12,] -0.028833108 -0.181209835 -0.02590674 0.071805235 -0.076532224
#> [13,] 0.042553330 0.017275432 0.01330313 0.054992347 -0.040962939
#> [14,] -0.053572081 0.004197641 0.06723756 -0.157611157 -0.007154635
#> [15,] 0.219338449 -0.203965796 -0.01664246 -0.126488080 -0.178233447
#> [16,] -0.160972492 0.239643309 0.11779368 0.190957155 0.214824286
#> [17,] 0.084896057 -0.030570000 -0.20811647 -0.162828367 -0.123703464
#> [18,] -0.039185742 -0.145308062 0.05808460 0.018532437 0.018691974
#> [19,] -0.176844344 0.158357307 -0.10877881 -0.096932396 -0.107225948
#> [20,] 0.111057803 -0.417559008 -0.03177530 0.022582024 -0.010260756
#> [21,] -0.033459796 0.168813912 -0.08246945 -0.204110849 0.133268215
#> [22,] 0.209621369 0.213798684 0.12231122 0.148775083 -0.065015555
#> [23,] -0.307476951 -0.004782878 -0.16750067 -0.016061150 -0.111997854
#> [24,] -0.220475945 -0.043001614 -0.47830241 -0.328624020 0.125899318
#> [25,] -0.252678324 0.290318236 0.05404210 0.003787613 -0.242109736
#> [26,] 0.043321515 0.017753486 0.18294007 -0.172835726 -0.146063199
#> [27,] -0.369145539 0.116821677 -0.10161446 0.188347160 -0.693204446
#> [28,] 0.813424221 -0.392613988 -0.36822188 0.399912980 0.581667950
#> [,6] [,7] [,8] [,9]
#> [1,] 0.104294506 0.238554918 -0.17108016 0.1501469427
#> [2,] -0.307247648 0.053954327 0.25610847 0.3454350191
#> [3,] 0.319884529 0.037158128 0.52055822 -0.0496040751
#> [4,] -0.283486649 -0.041227401 0.05610002 -0.0706898628
#> [5,] 0.076093704 -0.115683512 0.02451164 -0.1342875492
#> [6,] 0.236237943 0.092721626 -0.23596616 -0.2771776907
#> [7,] 0.137776064 0.233787611 -0.25671485 0.0449191158
#> [8,] 0.002600313 -0.029249296 0.03310276 -0.0427476663
#> [9,] -0.068415068 -0.029581455 -0.08164503 -0.1891929014
#> [10,] -0.021389189 -0.089676474 -0.10383897 0.0067478734
#> [11,] -0.015275249 -0.005121498 0.07065043 -0.0349417696
#> [12,] 0.018280050 -0.022690234 -0.02049964 -0.0194475999
#> [13,] -0.115523653 -0.074628570 -0.01478206 0.0633783270
#> [14,] -0.126329519 -0.014322302 -0.03514747 -0.0008190171
#> [15,] -0.143767836 -0.012184791 -0.02564868 0.0548809331
#> [16,] 0.106814876 0.045581779 -0.01515665 0.0368992604
#> [17,] 0.016662809 0.098264779 0.00177444 -0.0091545467
#> [18,] 0.062208934 -0.095806528 -0.08868957 0.0075894815
#> [19,] -0.103772720 -0.042954080 0.03157190 0.0714679792
#> [20,] 0.161617036 0.095939456 0.03150093 -0.0224310610
#> [21,] 0.058589249 -0.038686133 -0.09475394 -0.0037183774
#> [22,] -0.023510936 -0.002728662 -0.08840101 0.0313758663
#> [23,] 0.162304292 0.094096022 0.08139185 -0.0143102558
#> [24,] -0.150709045 -0.148083843 0.10267162 -0.0590408726
#> [25,] -0.185692160 -0.030510648 0.16606775 0.1960170592
#> [26,] 0.050517790 -0.207831842 -0.31616283 0.1327122054
#> [27,] -0.404562368 -0.292025100 -0.26665254 -0.5798210786
#> [28,] 0.496635401 0.106863714 0.33924834 -0.1879176819
#>
#>
#> attr(,"class")
#> [1] "Tensor3"