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,] 0.6526667 -1.0896211 2.6830697 1.0265626
#> [2,] -1.5383844 0.1740326 2.0563814 0.6751539
#> [3,] 1.5357167 1.1396539 -0.2351641 1.2100105
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.3066467 0.4590346 1.4586194 -0.87562958
#> [2,] 1.3359163 -0.5604105 1.4884672 0.33319878
#> [3,] 1.3557884 -2.0639590 0.7363348 -0.05606527
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4]
#> [1,] -1.4509479 1.295597602 0.43998161 -0.4926560
#> [2,] -1.4616837 1.463482732 1.32663788 -0.1007011
#> [3,] -0.7922854 0.009588493 -0.04490527 1.2147365
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4]
#> [1,] 0.3860000 -0.46541511 1.8832346 0.5150528
#> [2,] -0.1623570 -0.30446930 0.3943019 -1.5648926
#> [3,] -0.6253358 0.02321297 0.4555854 -1.2459334
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4]
#> [1,] -1.4640333 -0.1091293 -1.4414021 0.4893841
#> [2,] -0.2925442 -0.3253811 0.6944944 1.0749331
#> [3,] 0.1087961 0.6314550 -1.2050238 0.2448796Tensor 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,] 2.551273 1.4349246 -1.0593798 -1.6346104 -1.9728826
#> [2,] 1.890034 0.1723344 0.4519755 -1.5470803 0.1842720
#> [3,] 1.618717 -0.2183948 0.6637939 -0.9615918 0.9088757
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -1.1594394 1.1325748 -1.1610836 -2.178811 2.986677
#> [2,] 4.4143900 0.2099857 -0.3183987 -2.230693 -1.226015
#> [3,] 0.5824986 -2.2912559 -0.9756149 1.862232 2.206508
#>
#>
#> 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 -2.812138e-16 -1.725629e-17
#> [2,] -1.469802e-17 1.414214e+00 -9.297046e-17
#> [3,] -1.642554e-16 -2.303829e-16 1.414214e+00
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 4.440892e-16 1.870518e-16 -1.548003e-17
#> [2,] -2.604268e-18 0.000000e+00 -6.488855e-17
#> [3,] -4.004137e-17 2.590845e-16 0.000000e+00
#>
#>
#> 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,] 0.4328524 0.5563058 -0.23551682 -0.2358421 -0.5036247
#> [2,] -0.2938598 -1.0714200 -0.98734676 -0.4488599 0.8097744
#> [3,] -0.1086021 -1.4698757 -0.04127378 -0.3702015 0.9870754
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.5167104 -1.1108181 1.1573558 1.2883883 -1.436665
#> [2,] 0.2109874 0.3402096 -0.7229602 -1.1247580 1.256439
#> [3,] -0.5843409 -0.9948566 0.1233140 0.6783927 -0.862477
#>
#>
#> attr(,"class")
#> [1] "Tensor3"
t_tpose(A,"dct")
#> $modes
#> [1] 5 3 2
#>
#> $data
#> , , 1
#>
#> [,1] [,2] [,3]
#> [1,] 0.4328524 -0.2938598 -0.10860208
#> [2,] 0.5563058 -1.0714200 -1.46987575
#> [3,] -0.2355168 -0.9873468 -0.04127378
#> [4,] -0.2358421 -0.4488599 -0.37020150
#> [5,] -0.5036247 0.8097744 0.98707543
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] -0.5167104 0.2109874 -0.5843409
#> [2,] -1.1108181 0.3402096 -0.9948566
#> [3,] 1.1573558 -0.7229602 0.1233140
#> [4,] 1.2883883 -1.1247580 0.6783927
#> [5,] -1.4366647 1.2564391 -0.8624770
#>
#>
#> attr(,"class")
#> [1] "Tensor3"Eigenvalue Decomposition
The eigenvalue decomposition function (tEIG) performs an eigenvalue
decomposition on a tensor whose dimensions are n × n × k using
any discrete transform. The function returns 2 tenors, an n × n × k tensor
of eigenvectors and a diagonal tensor of eigenvalues which is also n × n × k. Notice
that if we multiply PDP−1
we obtain the original tensor.
A = t_rand(modes=c(3,3,2))
result = tEIG(A,"dst")
A$data-tmult(tmult(result$P,result$D,"dst"),tINV(result$P,"dst"),"dst")$data # zero tensor
#> , , 1
#>
#> [,1] [,2]
#> [1,] 0.000000e+00+2.960595e-16i 3.330669e-16+2.220446e-16i
#> [2,] 0.000000e+00-4.440892e-16i 1.526557e-16-3.608225e-16i
#> [3,] -4.440892e-16-1.480297e-16i 1.776357e-15+2.960595e-16i
#> [,3]
#> [1,] 2.220446e-16+1.480297e-16i
#> [2,] 3.608225e-16-1.480297e-16i
#> [3,] -1.110223e-16+0.000000e+00i
#>
#> , , 2
#>
#> [,1] [,2]
#> [1,] 2.220446e-16-3.095575e-16i -1.110223e-15-2.129899e-16i
#> [2,] -2.220446e-16+4.727456e-16i 8.881784e-16+6.441853e-16i
#> [3,] -3.330669e-16+1.507882e-16i -1.776357e-15-2.784499e-16i
#> [,3]
#> [1,] 9.992007e-16-1.258237e-16i
#> [2,] -2.775558e-16+1.584691e-16i
#> [3,] -8.881784e-16-1.281290e-17iLU 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,] -5.551115e-16 1.110223e-16 -8.326673e-17
#> [3,] 1.276756e-15 -1.110223e-15 1.748601e-15
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 0.000000e+00 0.000000e+00 0.000000e+00
#> [2,] -6.661338e-16 0.000000e+00 1.554312e-15
#> [3,] 1.332268e-15 4.440892e-16 -6.217249e-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,] -1.110223e-16 0.000000e+00 2.220446e-16
#> [2,] 1.942890e-16 0.000000e+00 1.110223e-16
#> [3,] 1.665335e-16 -1.110223e-16 -4.440892e-16
#>
#> , , 2
#>
#> [,1] [,2] [,3]
#> [1,] 0.000000e+00 1.110223e-16 1.977585e-16
#> [2,] -2.220446e-16 2.220446e-16 0.000000e+00
#> [3,] 0.000000e+00 -2.775558e-17 -1.110223e-16Singular 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,] 0.37250925 -0.144596150 -0.03132025 0.0248543519 0.0952367856
#> [2,] -0.25604800 0.241375484 0.20546438 0.0154769429 -0.1190796965
#> [3,] 0.10883541 -0.309027904 0.07533626 -0.0219204839 -0.2763117749
#> [4,] -0.10791886 0.248207560 0.00828188 0.0561150352 0.0344321390
#> [5,] -0.13649577 -0.044784519 0.15329085 0.2313137025 0.2486444156
#> [6,] 0.61034907 -0.022082253 0.16800991 0.3423697958 0.1782626958
#> [7,] -0.25767751 -0.022225283 -0.10548577 -0.1085534067 0.0902156126
#> [8,] 0.25521337 -0.031734274 0.02506066 -0.0204402009 -0.1332452519
#> [9,] -0.38094040 -0.013008895 -0.06295505 0.0222676633 -0.0382119913
#> [10,] -0.01057281 -0.304608269 -0.08079097 -0.0934715418 -0.0216597501
#> [11,] -0.08334966 0.269344203 -0.13692742 -0.0686538344 0.0003548703
#> [12,] 0.20774054 -0.078715322 0.07602182 0.0218626156 -0.0862212946
#> [13,] -0.20764143 0.098805540 -0.04985159 -0.0833557178 -0.0550789474
#> [14,] -0.13810347 -0.177880346 -0.02851924 0.0624005600 0.0642705854
#> [15,] 0.18758802 -0.020826462 0.02426235 0.0297791397 -0.0900772250
#> [16,] 0.06174734 0.060341914 -0.15883634 -0.0574416862 0.0759035915
#> [17,] 0.08721113 0.024899431 -0.01108143 -0.0160097976 -0.0790401194
#> [18,] -0.14671331 -0.211509714 -0.12004746 -0.0004118486 0.0233878886
#> [19,] 0.09997549 0.133002647 -0.03835771 -0.1970546137 -0.0426308645
#> [20,] -0.38801607 -0.090729186 0.12700604 0.0087438428 -0.1417271818
#> [21,] 0.42836729 0.138026552 -0.14873316 -0.0251668586 0.1374330773
#> [22,] -0.00962308 0.007673551 -0.13189371 -0.2101214882 -0.0735144561
#> [23,] -0.11749120 0.454437390 0.63188287 0.6483583745 -0.1125494441
#> [24,] 0.14165449 0.009666982 -0.26255744 0.0761622370 0.1985093954
#> [25,] 0.36656933 0.283754857 0.07389729 0.0622171289 0.1108328021
#> [26,] 0.15618629 0.187985273 -0.04517762 -0.0142487649 0.0550563956
#> [27,] -0.15427866 -0.012128071 0.16419038 0.2740963195 0.0543281735
#> [28,] -0.46580708 0.032878056 -0.01964089 -0.1790712933 -0.4116266563
#> [,6] [,7] [,8] [,9]
#> [1,] 0.032763024 -0.0912353009 -0.0366956342 2.210331e-03
#> [2,] -0.072315668 0.0815142412 0.0621093824 7.795092e-03
#> [3,] -0.068022455 0.2507987676 -0.2409904765 -2.659120e-01
#> [4,] -0.019687395 0.0246720053 0.0329072635 -5.497391e-02
#> [5,] 0.155677930 -0.0384867858 -0.2290903124 -4.253484e-02
#> [6,] 0.230874520 0.0115029777 0.1607345209 1.303462e-01
#> [7,] 0.100215978 0.0362467409 0.3825692381 -3.332389e-01
#> [8,] -0.054452830 -0.0245855048 0.2473365721 1.344400e-01
#> [9,] -0.056859026 -0.0008873183 0.2019642123 3.187116e-02
#> [10,] -0.017126960 -0.0123393251 -0.1844274832 -1.465803e-01
#> [11,] -0.065901866 0.0657398512 0.1348844953 2.951386e-02
#> [12,] -0.025981121 0.0375716043 -0.0547346463 -8.958768e-03
#> [13,] -0.092996856 0.0462783720 0.0490275249 -3.545019e-02
#> [14,] 0.012690546 0.0144539374 -0.0049483789 8.897691e-02
#> [15,] -0.009125732 0.0559957188 0.0219847809 2.748739e-02
#> [16,] 0.007991979 0.0378401113 0.1436433111 8.907424e-02
#> [17,] -0.099978018 0.0616731744 -0.0109043748 3.491967e-02
#> [18,] -0.069765272 -0.0730773294 -0.0201503149 -3.092766e-02
#> [19,] -0.015548677 -0.0624588511 -0.0383954029 2.233258e-05
#> [20,] -0.090658110 0.0423063481 0.0804927631 9.057748e-03
#> [21,] 0.157038207 0.0867782984 -0.0696509723 2.201521e-02
#> [22,] -0.007647804 0.0425562906 -0.0321098616 -1.384556e-01
#> [23,] -0.263030170 -0.2758234949 0.3880310676 5.146754e-01
#> [24,] 0.113332292 0.4049005561 0.6897476702 1.376679e-01
#> [25,] 0.130955630 0.0911074403 -0.1879927921 2.624040e-02
#> [26,] 0.055322607 0.0497627108 0.0004012571 5.095260e-02
#> [27,] 0.134755960 0.1476382033 0.2475515158 2.188987e-01
#> [28,] -0.189626357 0.2256524997 0.1200146727 -6.948124e-02
#>
#> , , 2
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.260955838 -0.080139417 -0.06415067 0.022172050 -0.194953991
#> [2,] -0.351847868 -0.169198875 0.02616667 -0.003201900 0.021093152
#> [3,] 0.169556634 -0.181980659 -0.45793147 0.264658621 0.136965663
#> [4,] 0.134203827 0.085645270 0.03540206 0.040359122 0.158939797
#> [5,] 0.319943213 -0.076554975 -0.07285507 0.271352430 0.118304150
#> [6,] -0.437165074 -0.038667601 0.03005992 0.040291656 0.015117042
#> [7,] 0.005472007 0.312703817 -0.03262320 -0.386465446 -0.217256827
#> [8,] 0.080790239 0.094818820 -0.13234857 0.194954213 -0.130969786
#> [9,] -0.022848324 0.141722690 0.20087911 -0.005418248 -0.076209726
#> [10,] -0.060058242 -0.109537298 0.04080278 0.120914880 0.031420535
#> [11,] 0.039115973 -0.082388898 -0.02608899 -0.046299969 0.048462381
#> [12,] 0.064815484 0.079540068 -0.11651508 -0.077943845 0.053543679
#> [13,] 0.034731411 0.074009573 -0.04889693 0.008101474 -0.005946126
#> [14,] 0.045784981 -0.092283725 -0.00999445 -0.062174533 0.010373037
#> [15,] 0.059257849 -0.107544932 -0.06506978 0.045864573 0.030595884
#> [16,] -0.279238344 -0.015153787 0.05047715 0.040024600 -0.007906803
#> [17,] 0.112710717 0.029821068 -0.02992430 0.004058806 -0.095133469
#> [18,] 0.111522939 -0.052196404 0.09411817 0.059491212 -0.022827416
#> [19,] 0.093021739 0.006487964 -0.09516986 0.006844115 0.117167266
#> [20,] -0.261297299 -0.030406442 0.15729384 -0.173809904 -0.134951386
#> [21,] 0.008764700 0.027354812 -0.05810160 -0.007975719 0.010410989
#> [22,] -0.005135251 -0.072374254 -0.15716558 -0.117619068 -0.099527817
#> [23,] -0.069788840 0.303932303 0.26567404 -0.516699147 -0.205945477
#> [24,] -0.162908901 0.010169525 -0.15171764 0.015358581 0.266731004
#> [25,] -0.298287296 0.070349158 0.01552798 -0.018982091 0.159717261
#> [26,] -0.054672338 -0.191936136 -0.07615293 -0.142322297 -0.027545375
#> [27,] 0.273898196 0.098646516 0.18286196 -0.002820033 0.198379955
#> [28,] -0.211441547 -0.009478356 -0.11271551 0.155421345 0.106969296
#> [,6] [,7] [,8] [,9]
#> [1,] -0.1363036988 -0.121753348 -0.083744800 0.2162411411
#> [2,] -0.0460823178 -0.106959259 -0.015814560 0.1920625825
#> [3,] 0.5994835096 0.415376612 0.113100575 -0.3862083940
#> [4,] 0.1669894943 0.050598495 -0.048786825 0.0295490824
#> [5,] 0.0875569939 0.102204416 0.061798152 -0.0002265188
#> [6,] -0.0603289894 -0.014777484 0.217922704 0.1620376747
#> [7,] 0.2370506449 0.234453183 0.251964339 0.2486598936
#> [8,] -0.0598402251 0.016001858 0.008250362 -0.1352000344
#> [9,] -0.0005693434 -0.153326013 0.002881604 -0.0694958339
#> [10,] -0.1569543904 0.027684018 -0.030733131 -0.0161471560
#> [11,] 0.0128334713 0.008964487 -0.075677386 -0.0741842582
#> [12,] -0.0009719770 -0.077310737 -0.004994033 -0.0090790313
#> [13,] 0.0406666252 0.088098804 -0.046056201 -0.0214748858
#> [14,] 0.0418253448 0.050001146 0.073005455 0.0883382057
#> [15,] 0.0549426641 -0.154203681 0.032391483 -0.0046534693
#> [16,] 0.0876369412 0.300275927 0.146718026 0.0718600633
#> [17,] -0.1451538536 -0.087827406 0.146660385 -0.0591193253
#> [18,] 0.0162397048 0.115190496 -0.022426764 -0.0817710870
#> [19,] -0.0011767731 0.030266067 0.019221915 0.0222897808
#> [20,] 0.0528306278 0.049305625 0.092664859 0.0495754962
#> [21,] -0.0711994848 0.050661693 0.089191932 0.0043687921
#> [22,] -0.0214608279 0.003128390 0.023742924 -0.0593196653
#> [23,] 0.2614976499 0.073187473 0.828007056 0.5122333350
#> [24,] 0.3188011596 -0.191097927 -0.284850405 0.4097582964
#> [25,] 0.1141754106 -0.045733922 0.171043293 -0.0094626451
#> [26,] -0.0713884381 -0.055834097 -0.097573839 -0.0950244532
#> [27,] 0.3012374230 0.172443180 -0.142804147 0.1449478688
#> [28,] -0.0896002828 -0.011361103 -0.203245362 -0.1338796444
#>
#> , , 3
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.4604153326 -0.034117895 0.145992243 -0.037418994 -0.091458118
#> [2,] -0.0559072407 -0.024068205 -0.051272129 0.224063093 0.046984274
#> [3,] 0.1039681030 -0.031790367 0.103426194 0.298341139 -0.459828180
#> [4,] 0.1515933368 -0.017052079 -0.041313712 0.039070837 0.132656945
#> [5,] 0.1406749800 0.155673534 0.263706988 0.007384970 0.033153351
#> [6,] 0.3091184192 -0.171927632 -0.114026780 -0.002155504 0.047478515
#> [7,] 0.2090841878 0.214091144 -0.160884093 -0.122715668 0.405777625
#> [8,] -0.1612897266 -0.162296171 0.172722337 -0.154909383 0.003198235
#> [9,] 0.3821668545 -0.010760974 0.224078431 0.172759636 -0.026027338
#> [10,] -0.1714840822 -0.110251944 -0.108832899 -0.019193145 0.026908430
#> [11,] 0.0139337618 -0.128961220 -0.051229260 -0.037141202 -0.078645901
#> [12,] 0.0004982277 0.400785235 0.119766375 0.219637526 0.013726087
#> [13,] -0.0101176362 -0.058640697 0.066263365 0.032610569 0.004803277
#> [14,] -0.0667139941 0.038199731 -0.001786431 -0.026951500 -0.100357791
#> [15,] -0.0306363847 -0.006770435 -0.022550902 -0.087740666 -0.146583372
#> [16,] -0.0302139384 -0.077607359 0.049667635 0.129146002 0.086294884
#> [17,] -0.0427887660 0.015143884 -0.065717686 -0.035182799 0.004187941
#> [18,] -0.2126717200 -0.184950232 -0.027203807 -0.017436186 0.070767129
#> [19,] 0.0518308551 -0.096814183 0.135764852 -0.005567537 -0.082679698
#> [20,] 0.0646841445 0.386043107 -0.082021363 -0.106535223 0.012926800
#> [21,] -0.2285209443 -0.027554206 0.106100641 -0.104270771 -0.182066572
#> [22,] -0.1060540060 -0.172676812 -0.005645768 0.022501869 0.024206478
#> [23,] -0.3184574954 0.562565017 0.100236462 -0.428498928 -0.232978608
#> [24,] -0.0815573090 -0.034957448 0.352980810 0.027331478 -0.153765697
#> [25,] 0.0040688214 0.164607300 -0.043619439 0.183501965 0.003908874
#> [26,] -0.0006917800 -0.014971024 0.107117308 0.071857992 -0.050336422
#> [27,] 0.3178603698 0.298662580 0.162246527 0.222994614 0.058421948
#> [28,] 0.1516623427 -0.043206703 -0.013864353 -0.123508395 -0.004599418
#> [,6] [,7] [,8] [,9]
#> [1,] 0.088977805 -0.130066747 -0.158489340 -0.217375823
#> [2,] -0.001006607 -0.039473906 -0.217365767 -0.162866426
#> [3,] 0.182529557 0.214770291 -0.166593870 -0.700425131
#> [4,] 0.072809964 0.092220988 -0.061586522 -0.052266790
#> [5,] 0.079666993 0.114083186 0.107190179 -0.043091689
#> [6,] 0.018782069 -0.040742185 0.027908403 0.104014034
#> [7,] -0.085209244 0.049477502 -0.141983371 0.085128419
#> [8,] 0.320654315 -0.117727299 -0.175902367 0.093538418
#> [9,] 0.097306566 0.034107721 -0.176589092 0.083382866
#> [10,] 0.072312705 0.061550508 0.007030128 -0.005061163
#> [11,] -0.019910961 -0.051605819 -0.036151710 0.046717114
#> [12,] 0.072142622 0.145627223 0.006873988 -0.022392649
#> [13,] -0.071116175 -0.003682347 -0.044032539 -0.003979432
#> [14,] -0.012259121 0.021616374 -0.013055506 -0.040355010
#> [15,] -0.185814561 0.138822784 -0.018451758 -0.042090175
#> [16,] 0.047634696 0.014406705 0.014685230 0.035418283
#> [17,] 0.145040842 0.107111519 0.117516710 -0.041174937
#> [18,] 0.096526248 0.075391483 0.114169189 0.190068737
#> [19,] -0.002844558 -0.001346843 0.063461486 0.053212625
#> [20,] 0.032752739 -0.019236199 -0.024465745 0.023963007
#> [21,] -0.083154833 -0.049008309 0.017922567 -0.062971940
#> [22,] 0.008691123 -0.023070584 0.016343685 0.117850864
#> [23,] -0.604824700 0.011861844 -0.294364739 -0.456359352
#> [24,] -0.073572754 -0.359158931 -0.193443427 0.639792735
#> [25,] -0.051150915 -0.114370002 -0.222936175 -0.218045883
#> [26,] 0.026019284 0.020495908 0.044649166 0.145602484
#> [27,] 0.012782741 0.004274401 -0.202216489 -0.084998618
#> [28,] 0.152497717 -0.077588619 0.101148130 0.223231374
#>
#> , , 4
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.31410488 0.253146958 -0.006833414 -0.191862343 -0.2707574745
#> [2,] 0.02700642 0.003258846 -0.069812323 -0.119250167 -0.1669318903
#> [3,] -0.19708753 -0.370569608 -0.416971726 -0.712032003 0.1847557667
#> [4,] -0.16404138 0.076984828 -0.022448013 0.025268031 0.0002474739
#> [5,] -0.32042867 0.206713928 0.277684525 0.113456445 0.0130697995
#> [6,] -0.07568905 0.280620960 0.078382900 0.076560553 0.0033904604
#> [7,] -0.22239288 0.112537102 0.192012856 0.103248702 -0.1625911810
#> [8,] -0.10303140 0.026380098 -0.281119799 0.011832946 0.1943126082
#> [9,] 0.06285366 -0.047273167 -0.231835359 -0.016674528 0.0265914893
#> [10,] 0.16586064 -0.168431489 0.009258753 0.055518059 -0.2264721625
#> [11,] 0.06717249 0.106817937 0.056491387 0.173333823 0.1901610896
#> [12,] -0.04541147 -0.019287930 -0.027213288 -0.172609463 0.0344287901
#> [13,] -0.24705873 -0.040934348 -0.106950430 0.035287571 0.0922097105
#> [14,] 0.12872384 -0.046780905 -0.098720081 -0.166822151 0.0407887683
#> [15,] 0.19060627 0.108665037 0.033699784 0.015375050 -0.0507895583
#> [16,] -0.02081029 0.117665649 -0.054474224 0.113571456 0.0929515112
#> [17,] 0.27641433 -0.065339515 -0.079477141 -0.004575323 -0.0672238396
#> [18,] -0.32414671 0.047546742 -0.157801218 -0.100477529 -0.0383286933
#> [19,] 0.01951610 -0.023960375 0.180816098 0.180361000 0.0012529430
#> [20,] -0.05740277 0.318383079 0.050961715 -0.034349677 0.1138208140
#> [21,] -0.05892696 -0.268505706 -0.060349926 0.072461627 -0.0384166982
#> [22,] 0.06617202 -0.031456637 0.169160874 0.098883378 0.0394874170
#> [23,] 0.07382348 0.804863109 0.679894718 -0.123398154 0.3882634165
#> [24,] 0.25753857 0.284244542 0.809347311 0.811483259 0.5187282417
#> [25,] 0.33725173 -0.203091873 0.130136038 0.006470626 -0.0752025007
#> [26,] -0.05525555 -0.044041990 -0.028308866 0.056693971 0.0614030044
#> [27,] 0.07837244 -0.146441696 0.112601232 -0.062298640 0.0540369725
#> [28,] -0.18404488 -0.131371709 -0.192075365 -0.087337689 0.0259654062
#> [,6] [,7] [,8] [,9]
#> [1,] -0.1299979274 -0.076656851 -0.033006701 -0.234243191
#> [2,] -0.0453417419 -0.125020510 0.054801049 -0.063830485
#> [3,] 0.0558477398 0.009693824 0.002156690 0.497946624
#> [4,] 0.0174097187 0.044284339 0.057279963 -0.006056326
#> [5,] -0.0468016357 0.132200560 0.041988303 0.003312555
#> [6,] -0.0025717502 0.185133326 -0.105342885 -0.046481033
#> [7,] 0.0034865099 0.150427167 -0.210641576 -0.252662308
#> [8,] -0.0762937104 -0.022172676 0.046845453 -0.018543559
#> [9,] 0.0585944052 -0.058930472 -0.108638004 0.029551779
#> [10,] 0.0139951048 -0.133116554 0.104797804 0.180779049
#> [11,] 0.0711324909 -0.051067748 -0.078485288 -0.014327528
#> [12,] 0.0374956882 -0.052331000 -0.004551594 -0.017280144
#> [13,] -0.0006193684 -0.008237157 0.024005344 0.036393763
#> [14,] 0.0430553841 -0.027908223 0.073667791 0.001174553
#> [15,] 0.0375996244 -0.004023520 -0.009629123 -0.036528054
#> [16,] -0.0529006876 -0.049150449 -0.026707103 -0.186558315
#> [17,] 0.0520633265 0.046492938 0.089384381 0.047470391
#> [18,] 0.0337590075 0.136153146 0.107285971 -0.075849471
#> [19,] -0.0253738913 0.059540746 0.011243498 0.053098966
#> [20,] -0.0958522389 -0.034014386 0.008721519 -0.029942156
#> [21,] 0.0292952644 0.079024731 0.072849394 0.025261061
#> [22,] -0.0315895932 -0.013937240 -0.033390608 0.120086853
#> [23,] -0.1379221864 0.143692326 -0.419994560 -0.683517284
#> [24,] 0.3314391754 0.023872462 0.346125893 -0.243113611
#> [25,] -0.1763736640 -0.085887116 -0.034770700 -0.064518643
#> [26,] 0.0178366509 0.014025587 0.067548555 -0.122201636
#> [27,] 0.0772932301 0.069706243 0.091109518 -0.147424353
#> [28,] -0.0837898403 -0.035883216 0.049537644 0.138180261
#>
#> , , 5
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.085262474 -0.23737249 -0.136580980 -0.28812024 0.0432689668
#> [2,] 0.124961717 0.07686642 -0.070504876 -0.04178954 0.0351269274
#> [3,] -0.139281304 0.01338513 0.535954839 -0.28959358 0.1493797354
#> [4,] -0.097470016 -0.08367039 0.082996933 0.07871279 0.0713883032
#> [5,] 0.351778585 0.03328848 -0.230044194 0.07458602 0.0921187345
#> [6,] 0.125802570 -0.05107947 0.120909257 0.13820875 -0.0006385338
#> [7,] 0.309582849 -0.24109153 -0.340788629 -0.11386590 -0.2690111313
#> [8,] 0.321871222 -0.15845004 -0.039406484 0.07976587 0.3029755898
#> [9,] -0.335066943 0.22621437 -0.039704037 -0.27884041 0.0064828329
#> [10,] 0.174160559 -0.02142450 -0.052822663 -0.09966988 -0.1009436279
#> [11,] -0.239836069 0.14359539 -0.011998930 0.13939834 0.0242526122
#> [12,] 0.343688721 -0.12788690 -0.007765505 0.01403000 0.0029877769
#> [13,] -0.150671283 0.08059706 0.021523097 -0.13263970 -0.0338682316
#> [14,] -0.124146409 0.01493830 -0.133916089 -0.06407365 -0.0130641545
#> [15,] -0.035641601 -0.05575048 0.025970708 0.06544923 -0.0445493168
#> [16,] 0.035173718 0.06238715 -0.036661384 -0.06301248 -0.0229707400
#> [17,] -0.044729237 -0.05634352 -0.047551514 -0.02211506 0.0176093553
#> [18,] 0.005031306 0.02952752 0.006480422 -0.01315365 0.0630800102
#> [19,] 0.111349787 -0.09422839 0.095360665 0.11208053 0.0320083738
#> [20,] 0.008967907 -0.14271609 -0.255825449 -0.14217181 -0.1246544412
#> [21,] -0.091310452 0.13514598 0.102530634 0.06203100 -0.0233382980
#> [22,] 0.163141422 -0.07243467 0.032126907 0.09199458 0.0426496873
#> [23,] 0.359953499 -0.26065578 -0.826228417 -0.60311868 -0.2065101129
#> [24,] -0.092698638 -0.42420461 -0.427915546 0.04372859 -0.2010894558
#> [25,] 0.256551674 -0.09900629 0.235256602 0.14708112 -0.0743105395
#> [26,] -0.371919739 0.14302006 -0.016307108 -0.01179780 -0.1073594021
#> [27,] -0.055896557 -0.10301362 0.006011799 0.09951453 -0.1214745466
#> [28,] -0.015249261 -0.23341825 0.182268217 0.02130896 0.0214026171
#> [,6] [,7] [,8] [,9]
#> [1,] -0.19712793 -0.447758384 -0.3735457561 -0.0385509133
#> [2,] -0.08973266 0.004747259 0.0496344227 0.0029165144
#> [3,] -0.20622017 -0.284959271 0.6626571860 0.8629364650
#> [4,] 0.05091188 0.136632914 0.0831007426 0.0264119351
#> [5,] 0.16614357 -0.117117570 0.0155143097 -0.0634409904
#> [6,] -0.01088089 0.023223242 -0.1266857007 0.0872214335
#> [7,] -0.27848539 0.371653982 -0.1233862976 0.0149954243
#> [8,] 0.35196450 0.023114591 -0.1130744117 -0.1569085180
#> [9,] -0.02411302 -0.008135725 -0.1079269367 -0.1050873621
#> [10,] -0.04265142 0.022926759 0.1202314000 0.1290413680
#> [11,] -0.06845904 -0.006794509 -0.0533435707 -0.0136107612
#> [12,] 0.02768278 -0.048444310 0.0152653443 0.0274629807
#> [13,] 0.03133566 0.055950871 0.0231457055 0.0450302922
#> [14,] -0.03528764 -0.013259732 0.0049209959 -0.0763255884
#> [15,] -0.21570797 -0.137102156 -0.0558617715 -0.0043502159
#> [16,] -0.01220529 -0.047904116 -0.0776696848 -0.0142130194
#> [17,] -0.07672082 -0.023774751 -0.0659339876 -0.0459732894
#> [18,] -0.03730468 0.031680727 0.0707247022 0.0582395407
#> [19,] 0.04246579 -0.001949179 -0.0024731394 0.0477754836
#> [20,] -0.06161447 0.018681479 -0.0072120083 0.0191144797
#> [21,] 0.08243480 0.064348419 0.0606559472 -0.0597741468
#> [22,] -0.01376835 -0.050197175 -0.0003901437 0.0812219510
#> [23,] -0.28249548 -0.110845294 -0.6160142426 0.0678760183
#> [24,] 0.37393331 -0.541101602 -0.4566727824 0.2136001527
#> [25,] -0.01003355 0.089507636 0.1891941783 0.0441851114
#> [26,] 0.02436773 -0.015933233 -0.0464335371 0.0001293969
#> [27,] -0.03006644 0.142119924 -0.0327394012 -0.1259807299
#> [28,] -0.21035914 -0.089418925 0.2378026310 0.1703321671
#>
#> , , 6
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.007187796 0.018549408 0.247899966 0.407491004 0.075061226
#> [2,] 0.093384040 0.297548781 0.028595291 -0.180407453 -0.033831916
#> [3,] -0.388054732 0.538745180 0.269756846 -0.234147579 0.049103567
#> [4,] -0.275752276 -0.075067346 0.043238223 0.013666079 0.085719020
#> [5,] 0.584277349 0.012602486 -0.287656604 -0.084126731 -0.034237946
#> [6,] -0.127975852 0.021366147 0.003688386 -0.180626208 -0.191770818
#> [7,] 0.017002278 0.433313813 -0.293795989 0.064520359 -0.125951424
#> [8,] 0.188721700 0.010810386 0.014172908 0.084606019 0.149342549
#> [9,] 0.101152546 0.093146776 0.205485973 0.343422207 0.323973682
#> [10,] 0.118953301 -0.056990779 -0.189647337 -0.242363369 -0.149456596
#> [11,] 0.143639182 -0.049551044 -0.058349870 -0.211278440 -0.014867238
#> [12,] -0.041661960 0.065767265 0.036052967 -0.058424479 0.060173165
#> [13,] -0.050070393 -0.020587188 -0.103740172 -0.064246120 -0.029477736
#> [14,] -0.034938465 0.009018012 -0.035525321 -0.066341844 -0.024227768
#> [15,] -0.058319266 -0.077225577 0.084840705 0.119048344 -0.022702930
#> [16,] 0.019044788 0.182296274 0.077710062 0.155317238 0.310697288
#> [17,] -0.200637528 -0.108394300 -0.025640410 0.073971473 -0.032564220
#> [18,] -0.031733705 -0.283399785 -0.236532220 -0.059447184 -0.006525259
#> [19,] 0.132514279 0.121084821 0.106607451 -0.047623383 0.014949257
#> [20,] -0.097481749 0.213869877 0.334232381 -0.004984915 -0.034389040
#> [21,] -0.041235200 -0.226236404 -0.145003866 -0.027142309 -0.012317477
#> [22,] -0.045157525 0.074810505 0.009450855 -0.044064911 -0.089003615
#> [23,] 0.089975817 0.265683091 0.161641169 -0.179712613 -0.332652486
#> [24,] 0.005129631 0.192622848 0.097803251 0.308712088 0.417341527
#> [25,] -0.119980465 -0.010138087 -0.146161233 -0.085175785 -0.029275020
#> [26,] 0.403036495 -0.164608304 -0.018698987 -0.005242819 0.009901263
#> [27,] 0.237420160 0.090107074 0.138761519 0.014193918 0.003089087
#> [28,] -0.414275672 -0.104483788 0.082571953 0.047957173 0.012095666
#> [,6] [,7] [,8] [,9]
#> [1,] 0.189312508 0.008465005 0.03855727 0.145647879
#> [2,] 0.004609132 0.179454193 -0.01655497 0.001484245
#> [3,] 0.590576421 0.661520834 0.20272718 0.022445450
#> [4,] 0.079432614 0.120250155 -0.05488804 0.095660112
#> [5,] 0.071954728 -0.084953682 -0.16439024 -0.189055938
#> [6,] -0.269532109 -0.245803842 -0.14634978 0.092088653
#> [7,] 0.376223135 0.485671478 0.11558350 -0.147662305
#> [8,] -0.009173758 -0.345887547 -0.16811885 -0.076423594
#> [9,] 0.074199286 0.189574031 -0.04813596 -0.014968077
#> [10,] -0.192326078 0.059219332 0.28012918 0.199817495
#> [11,] 0.063561814 0.004031075 -0.05453190 -0.018299550
#> [12,] -0.037854421 0.055481691 0.01670322 -0.028839118
#> [13,] -0.017022289 0.069891989 -0.06274366 -0.002674077
#> [14,] 0.031349025 0.072374156 0.09549142 0.045232106
#> [15,] 0.009293640 0.025331804 -0.04345425 -0.114216715
#> [16,] 0.283767503 0.083898382 0.06479429 0.141021243
#> [17,] 0.057123274 0.061800917 0.03692126 -0.137603835
#> [18,] 0.116584054 -0.046558901 -0.10850196 -0.007182030
#> [19,] -0.050851997 0.123537569 0.10533958 0.067268907
#> [20,] 0.008433144 0.004324121 0.08843184 0.063842248
#> [21,] 0.022821571 -0.047772421 0.11902116 0.079023124
#> [22,] -0.015968486 -0.040676471 0.06424820 -0.059696021
#> [23,] 0.107810420 0.395295912 0.30379265 0.141933058
#> [24,] -0.088326014 0.151667055 0.48097094 0.557808459
#> [25,] -0.202300912 -0.095362565 -0.02817351 0.076613851
#> [26,] -0.031254587 -0.002207359 0.03509614 -0.002867416
#> [27,] -0.077276657 -0.179399111 -0.28614850 -0.108376249
#> [28,] -0.047344184 0.095870071 0.12480974 -0.018629165
#>
#> , , 7
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.19433388 -0.076400349 -0.006616944 0.0059417708 0.170419190
#> [2,] 0.15309961 -0.059026772 -0.170497266 -0.1602508170 0.071510339
#> [3,] -0.28992881 -0.027912913 -0.437655178 0.2363580344 0.509719445
#> [4,] -0.21287860 0.104785324 0.053442565 0.1469952856 0.136139565
#> [5,] 0.38218139 -0.067081473 0.054883767 -0.1083789648 -0.130196726
#> [6,] 0.11638228 -0.134474321 0.038149894 0.0882147965 0.043359916
#> [7,] 0.08242912 -0.132493320 -0.062894221 0.0299913941 -0.330734057
#> [8,] -0.05057463 0.184093414 0.075136532 0.1993426495 -0.083173621
#> [9,] 0.31048065 0.311302722 -0.101207395 -0.1455091918 -0.010177424
#> [10,] -0.01416842 0.029919655 0.028518058 -0.0813655617 -0.096972696
#> [11,] -0.03281281 0.054888368 0.045356520 -0.0216693631 0.017878767
#> [12,] -0.03714981 -0.019924494 -0.098639308 0.0250989296 -0.015996575
#> [13,] -0.08595670 0.043674692 -0.009861847 -0.0257925011 0.013291453
#> [14,] 0.22849285 -0.121099070 0.091485801 -0.0064634287 0.018256847
#> [15,] -0.05152725 -0.025586742 -0.054919853 -0.0819393724 0.093942249
#> [16,] -0.07851261 0.004334095 0.085109106 0.1539309314 0.049895036
#> [17,] 0.08218793 -0.046978188 -0.126749291 -0.0838111226 0.013566776
#> [18,] 0.11596429 -0.043186189 -0.068594646 -0.0494956605 0.016336334
#> [19,] -0.08377738 -0.020666087 0.147463421 0.1213594545 0.001560205
#> [20,] 0.03507430 -0.278724461 0.039170117 -0.0002097868 -0.068276180
#> [21,] 0.15352456 -0.301425888 -0.084184769 -0.1618767617 -0.038071387
#> [22,] -0.07860676 0.200831986 0.053049741 -0.0418234533 -0.054019292
#> [23,] -0.13081474 -0.239686904 0.473481486 0.0910867793 0.084412270
#> [24,] -0.44260512 -0.480280931 0.023161827 0.1770293512 -0.184358585
#> [25,] -0.32538940 -0.075806334 -0.102786676 -0.1354017877 -0.101286050
#> [26,] -0.24989371 -0.143970786 0.140479933 -0.0853781464 -0.100412068
#> [27,] 0.09883162 -0.123877337 -0.010383304 -0.1263424232 -0.073056292
#> [28,] -0.45956047 0.425637046 0.025446529 -0.0754901623 -0.224884157
#> [,6] [,7] [,8] [,9]
#> [1,] 0.089703955 -0.1697335632 -0.161076708 -0.220926918
#> [2,] 0.065493954 0.0231207536 0.098416140 0.030754926
#> [3,] 0.218308119 -0.4065781349 0.117260546 -0.584497834
#> [4,] 0.068442925 0.0422322612 0.072900540 0.027993778
#> [5,] -0.125360778 0.0469677514 0.010113116 -0.114451001
#> [6,] 0.067695055 0.1266756702 0.081792376 -0.179211131
#> [7,] -0.396279471 0.1092990051 -0.043290793 -0.075897337
#> [8,] -0.135242817 -0.3079014750 0.118758447 0.243798567
#> [9,] 0.211468288 -0.1762354797 0.042727525 -0.046462035
#> [10,] 0.023471524 0.1794324065 0.213958934 -0.024653344
#> [11,] 0.075558475 0.0304417157 0.056956657 0.043184993
#> [12,] 0.035248159 -0.0273524654 -0.004107194 0.005673442
#> [13,] -0.018523402 0.0383708339 0.117286203 0.053635346
#> [14,] 0.044619950 -0.0047391021 0.003913738 0.097522808
#> [15,] 0.006431475 -0.0986508371 -0.006323939 0.084895363
#> [16,] -0.089409820 0.1632183148 0.124628787 -0.098675755
#> [17,] 0.082134818 0.0006597982 0.009582878 -0.045430784
#> [18,] -0.196234624 -0.1032498672 -0.056225023 -0.024045548
#> [19,] 0.030925823 0.0914881800 -0.005402603 -0.021428786
#> [20,] 0.121023590 -0.0106728614 0.013976464 -0.040576408
#> [21,] -0.049650914 0.0047185165 -0.111738248 -0.079356045
#> [22,] -0.076449336 0.0231279675 -0.001485569 -0.128818927
#> [23,] -0.152867052 -0.2122322919 -0.427981918 -0.189372095
#> [24,] 0.104057086 -0.0718268878 -0.198611665 0.050005890
#> [25,] 0.016214578 -0.0051369767 0.088713280 0.095373290
#> [26,] -0.124549205 -0.0753295256 -0.029640962 -0.054572390
#> [27,] 0.112447565 -0.2685198505 -0.121286514 0.084673762
#> [28,] 0.098558351 -0.0283005697 -0.024985439 -0.107747948
#>
#> , , 8
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.215330020 -0.077515396 0.056135789 0.194654147 0.244966130
#> [2,] -0.049306463 0.148649083 -0.115590703 0.190796014 -0.046146880
#> [3,] -0.179145408 0.270183754 -0.248897085 0.451024580 0.155334650
#> [4,] 0.110949287 0.301964357 0.054693771 0.049715208 -0.018426184
#> [5,] 0.137292407 -0.289893486 -0.075102214 -0.175545097 0.055357708
#> [6,] -0.023748749 -0.063954966 -0.053732835 0.086451124 0.070314966
#> [7,] 0.008027922 -0.139819747 0.060743202 -0.090010938 -0.276878987
#> [8,] 0.080776002 -0.025810150 0.067249597 0.142707662 0.409303126
#> [9,] -0.027490039 0.141950879 0.006929745 -0.040479525 0.083091597
#> [10,] 0.062927134 -0.304532698 -0.124038540 -0.130506799 -0.004412383
#> [11,] -0.086560146 0.225312363 -0.120947895 -0.077770812 -0.028294963
#> [12,] 0.104333503 -0.083026556 0.100450671 0.136700650 0.014678867
#> [13,] -0.038230336 0.009709991 -0.021982921 -0.088767504 -0.038790218
#> [14,] -0.018430147 -0.144981131 -0.014008242 0.040823995 -0.063554573
#> [15,] 0.143356052 0.191773718 -0.115048706 -0.007142894 -0.005618527
#> [16,] -0.195439381 -0.026443478 0.004145359 -0.011896241 -0.019137593
#> [17,] 0.089772411 0.078539184 -0.049014724 0.114928585 0.143746684
#> [18,] -0.068343207 0.147353950 -0.077985240 -0.158571574 -0.143727999
#> [19,] -0.128108031 -0.176370528 0.195761016 0.103615686 -0.019383239
#> [20,] -0.061717504 0.211968985 0.044268294 0.016224189 -0.020388496
#> [21,] -0.060386413 -0.069480546 0.098483594 0.011436772 0.067687143
#> [22,] -0.177173432 0.008769995 -0.061736425 0.037804080 0.046618548
#> [23,] 0.215277831 0.072080796 0.473816756 0.633448086 -0.682300011
#> [24,] -0.493632902 -0.427099648 0.254267328 -0.086212390 0.038823072
#> [25,] 0.027506810 0.123988794 0.156108491 0.207443896 0.022686212
#> [26,] 0.416632928 -0.290808380 -0.005600298 0.085094365 -0.017836134
#> [27,] -0.336542151 0.273238674 0.075905482 -0.164456131 -0.281990244
#> [28,] 0.271242161 0.185087285 -0.112125472 -0.032229977 -0.015318115
#> [,6] [,7] [,8] [,9]
#> [1,] 0.049528028 0.060785812 0.252539988 0.366981586
#> [2,] -0.047094290 -0.045581775 0.000660536 -0.079337122
#> [3,] -0.096450317 -0.153852207 0.709850351 0.196498732
#> [4,] 0.024883080 0.004650284 0.080268207 -0.007685293
#> [5,] -0.016043651 -0.106778835 -0.083349781 -0.046839019
#> [6,] -0.016907774 -0.095231449 -0.012950197 0.132430713
#> [7,] 0.274590972 0.332845360 0.098844258 -0.446375638
#> [8,] 0.135550066 -0.138719746 0.081987398 -0.130329785
#> [9,] 0.029141620 0.144804981 0.057941939 -0.084853679
#> [10,] -0.202491098 -0.166030747 -0.094442043 0.147208220
#> [11,] 0.054138882 0.067468123 0.092427107 0.017340402
#> [12,] 0.056756972 0.092566167 0.033254268 -0.019761072
#> [13,] -0.014562866 -0.017320507 0.015351486 -0.042067644
#> [14,] -0.026078724 -0.017941557 -0.024325569 0.017538903
#> [15,] -0.003036414 0.143526131 0.147263649 -0.103224804
#> [16,] -0.075119580 -0.154140053 0.052544615 0.168970411
#> [17,] 0.132556105 0.181839144 -0.018481085 -0.121093355
#> [18,] 0.054505224 -0.043859803 0.100197968 0.044959512
#> [19,] -0.077180597 -0.086346149 -0.048508283 -0.001400584
#> [20,] -0.095386655 0.006846730 -0.024095025 -0.035487811
#> [21,] 0.106615319 0.035895681 0.026956040 0.094165954
#> [22,] 0.045625433 0.033694618 0.009019208 0.020345506
#> [23,] 0.102647315 0.166647425 -0.389047359 -1.104840296
#> [24,] -0.052659292 -0.263972886 -0.167866816 0.241596000
#> [25,] 0.057284448 0.001773702 -0.132257385 -0.012497721
#> [26,] -0.046307402 -0.068518761 -0.101399287 0.090293261
#> [27,] -0.186551841 -0.174088521 -0.007599035 -0.205746804
#> [28,] -0.028034346 -0.025593168 -0.007537752 -0.211799845
#>
#> , , 9
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.30503334 0.077218667 0.241641046 0.051623310 -3.420471e-02
#> [2,] 0.54340480 -0.247937108 0.054984520 -0.007343819 3.158063e-02
#> [3,] 0.11964488 -0.441684958 -0.016538832 -0.589470723 -6.941412e-01
#> [4,] -0.02533971 0.131693124 0.066463957 0.066630129 1.893437e-05
#> [5,] 0.09320073 0.155519535 -0.206217504 -0.129598129 -2.144867e-01
#> [6,] -0.01568942 0.069207194 0.232171908 0.139565721 1.337103e-01
#> [7,] 0.08552338 -0.151725486 -0.130523879 -0.466916994 -2.313893e-01
#> [8,] 0.34811036 -0.047845678 0.149475667 0.009156830 -2.292611e-01
#> [9,] -0.02108602 0.018053055 0.032040124 0.160390160 7.615769e-02
#> [10,] -0.07475837 -0.169111146 -0.098181485 0.074347450 -3.441599e-02
#> [11,] 0.03187122 -0.089918249 0.001564463 0.040907208 -1.290733e-02
#> [12,] 0.08137122 -0.058963644 0.244725553 0.099806032 -1.051034e-01
#> [13,] 0.03794157 0.068434156 -0.065893255 0.010424455 -9.075192e-02
#> [14,] 0.02075266 -0.148261786 -0.024938338 0.007809759 4.630981e-02
#> [15,] 0.02145450 0.064720012 0.222794706 -0.129437373 -6.084063e-02
#> [16,] -0.05561264 -0.008213486 -0.124983327 0.202879544 4.117466e-02
#> [17,] 0.16307523 -0.242295077 -0.055227988 -0.194910183 -9.561812e-02
#> [18,] -0.06238854 -0.136875598 -0.016810051 -0.198144107 -3.753869e-02
#> [19,] -0.14894046 -0.039960041 -0.090275637 0.080661747 -1.698390e-03
#> [20,] -0.02814882 0.138792758 -0.132685269 0.008616507 7.432064e-02
#> [21,] 0.19119466 0.145534931 -0.083492738 -0.117432951 -7.473152e-02
#> [22,] -0.19968653 -0.080846866 0.035500481 0.036567613 3.645155e-02
#> [23,] -0.33036661 -0.440668669 -0.640552114 -0.446352004 -2.990595e-01
#> [24,] -0.51314270 0.332052339 -0.057140209 0.655496087 5.770094e-02
#> [25,] 0.48147645 -0.244081022 -0.115443279 -0.127016867 -9.545904e-02
#> [26,] -0.10770796 0.065506379 -0.022814772 0.102926410 5.391105e-02
#> [27,] 0.16370151 0.031874561 0.004584224 -0.141619746 7.381964e-02
#> [28,] 0.07546095 -0.294154557 -0.128080301 0.053963158 2.514811e-02
#> [,6] [,7] [,8] [,9]
#> [1,] 0.1051786504 0.081698030 -0.009431551 -0.12246920
#> [2,] -0.0063034110 -0.091016963 -0.048136891 -0.02265706
#> [3,] -0.2444171744 0.186992077 -0.114977235 0.08018044
#> [4,] -0.0008775204 -0.038931060 -0.061957718 0.01770098
#> [5,] 0.1595851676 0.002702041 -0.019685510 -0.21429886
#> [6,] 0.0418980564 -0.124574865 0.066204931 -0.15817608
#> [7,] 0.1855009738 0.206310395 0.265372691 0.67571068
#> [8,] -0.3413899903 0.002853610 0.062876918 -0.07801741
#> [9,] 0.0352748779 0.038717844 0.031419538 -0.06881373
#> [10,] 0.1502243612 -0.141164645 -0.046863253 -0.06623759
#> [11,] 0.1012004308 0.097885045 0.005165724 -0.07927096
#> [12,] -0.0426762936 0.013489950 -0.035303182 0.03308515
#> [13,] -0.0812326774 0.070437529 0.031992938 0.05860223
#> [14,] 0.0699074671 -0.011169016 -0.012358010 0.03009857
#> [15,] -0.0701107425 -0.075500689 -0.038516100 -0.05488886
#> [16,] 0.0779632610 -0.015814222 -0.020673874 -0.08715071
#> [17,] -0.0700142379 0.024513842 0.053601413 0.01081910
#> [18,] -0.0659306080 0.056165927 0.097880043 0.04167736
#> [19,] 0.0380494026 0.053594056 -0.029740635 0.01089137
#> [20,] 0.0473771016 0.013541584 0.039715589 0.03707580
#> [21,] -0.0718787935 0.016249748 0.085114712 -0.02099237
#> [22,] 0.1062392626 0.059762528 0.040068181 0.03410515
#> [23,] -0.5633782710 -0.662742342 -0.500666745 -0.01694032
#> [24,] 0.2036214904 0.717694530 0.286959664 0.20844184
#> [25,] -0.1543302467 -0.174077723 -0.098168111 -0.10636613
#> [26,] 0.0558895476 0.008589559 0.020272308 -0.13186751
#> [27,] -0.0890479812 -0.186442163 0.107249160 -0.07216698
#> [28,] 0.0911450194 0.281310037 0.003964381 0.06211167
#>
#> , , 10
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.061005337 0.047089477 0.066597583 0.0226365720 0.021042774
#> [2,] 0.210215636 -0.113218525 -0.067917499 0.1918447549 0.171438659
#> [3,] -0.059328921 -0.063805638 0.166360454 0.2980277855 -0.373533334
#> [4,] 0.155688737 -0.022896458 -0.080833852 -0.0311941413 0.094831223
#> [5,] -0.118181442 -0.031993223 0.171949605 0.0624569015 0.112055345
#> [6,] -0.024927248 -0.033471817 -0.167016244 -0.1293836664 0.046035449
#> [7,] -0.076935733 -0.128451728 -0.294433668 -0.4574661367 0.164423906
#> [8,] 0.158711431 0.264380378 0.295682353 0.4365386084 0.478396000
#> [9,] 0.230542222 0.026531477 0.121226414 -0.0126545821 0.091648946
#> [10,] -0.024725672 -0.084127783 -0.137136225 -0.3226894068 -0.087186711
#> [11,] -0.113249349 0.009958737 0.014247911 0.1199318050 0.010684007
#> [12,] -0.037995121 -0.063647137 -0.045130747 -0.0470718080 0.096827278
#> [13,] -0.040136455 0.077936700 0.053679827 -0.0349172299 -0.082896275
#> [14,] 0.011395919 0.097274148 -0.073286637 0.0365408622 -0.102608322
#> [15,] -0.021830902 0.029106402 0.029875335 0.1017278774 0.110780191
#> [16,] -0.090129482 0.029556644 0.102317786 0.0734419326 0.082715289
#> [17,] -0.092801640 -0.068425867 -0.123605492 0.0682027829 0.002277364
#> [18,] -0.198121930 0.059421555 0.128935413 0.1695227503 -0.127787098
#> [19,] 0.362121256 0.094190144 -0.015369989 -0.0503813484 0.181831851
#> [20,] -0.311989490 -0.270196619 -0.220247896 0.0004021551 0.016200285
#> [21,] -0.089724888 0.275673875 0.072147584 -0.0523165683 -0.187713632
#> [22,] -0.009148957 0.023171836 0.125703885 0.1195390134 0.084813169
#> [23,] 0.037120804 0.166832548 -0.253304911 0.0401983832 0.525424937
#> [24,] 0.069364068 0.366037196 -0.329738231 -0.3465761855 0.255312386
#> [25,] -0.158959242 0.070410423 -0.030859770 -0.1265155011 -0.011785285
#> [26,] -0.154356523 0.076833212 -0.021251535 -0.0874992950 -0.030582281
#> [27,] -0.005743661 -0.055636282 -0.059967468 -0.1046663298 -0.149528668
#> [28,] -0.134929888 -0.379172091 -0.007408524 0.0736346853 0.202955733
#> [,6] [,7] [,8] [,9]
#> [1,] -0.003354293 0.113934362 -0.024501606 -0.1417330944
#> [2,] 0.111356470 0.029635360 -0.049973864 0.0220272202
#> [3,] -0.223257413 -0.270234220 -0.947115920 -0.4363686251
#> [4,] -0.017978926 -0.063892507 -0.030813835 0.0982920564
#> [5,] 0.070181714 0.043907023 0.088616680 -0.0687639906
#> [6,] 0.042888516 -0.025498983 0.010006173 -0.1208589746
#> [7,] -0.388971289 -0.197891753 -0.113849303 -0.0915847605
#> [8,] 0.342429618 0.062710891 0.044685939 0.1353334681
#> [9,] -0.067516969 -0.231923818 -0.085263917 0.0845309473
#> [10,] 0.091655959 0.299758879 0.172619898 0.1330675985
#> [11,] -0.002665428 0.085668412 -0.016912858 0.0754075804
#> [12,] -0.033804828 -0.072068499 -0.001081551 0.0163417610
#> [13,] -0.079952505 -0.100083775 -0.031012023 0.0511365138
#> [14,] -0.063661073 -0.043185488 -0.135931388 -0.1218418817
#> [15,] 0.010039218 -0.025153042 -0.004294389 0.0181411409
#> [16,] 0.067536307 0.143798637 -0.054165305 -0.0185698813
#> [17,] 0.073685359 0.191928776 0.138224249 -0.0215068491
#> [18,] 0.052971159 0.116985258 0.063971909 -0.0051053578
#> [19,] 0.094960935 -0.018027935 0.018878192 0.0131042718
#> [20,] -0.141277263 0.056445137 0.066926216 0.0213587910
#> [21,] 0.112892354 0.056390523 -0.024726744 -0.1606289076
#> [22,] 0.021601989 0.078711203 0.004135760 0.0149520302
#> [23,] -0.170207050 -0.375732594 0.129937776 0.1061453671
#> [24,] 0.050690903 -0.041029517 -0.293684119 -0.1205223817
#> [25,] -0.039501285 -0.100137187 -0.012336887 -0.1405826070
#> [26,] 0.035234798 -0.004759532 0.078330403 0.0078147134
#> [27,] -0.152512164 -0.321288397 -0.244259129 -0.0005229272
#> [28,] -0.215834348 0.069117152 0.155804577 0.2472544662
#>
#> , , 11
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.034199701 0.18045284 0.064860039 0.231809438 0.100967289
#> [2,] -0.070351093 0.12107024 0.011665619 -0.046756667 -0.010395477
#> [3,] 0.213481623 0.35026909 0.106087918 0.145048116 0.060769988
#> [4,] 0.052379881 0.37015835 0.011201070 0.036215177 -0.060515783
#> [5,] -0.280116660 -0.16706334 0.157241086 0.076579512 -0.008370958
#> [6,] -0.076781914 -0.04440345 -0.131676342 -0.148072405 0.059503711
#> [7,] -0.085311776 -0.13713585 -0.460548464 -0.128332477 -0.049883000
#> [8,] 0.273418453 -0.21162522 -0.003350437 0.106513415 0.338255008
#> [9,] 0.117607989 0.13741947 0.271032052 0.422150424 0.006076697
#> [10,] -0.173144369 -0.05617834 -0.128187549 -0.117635330 -0.381278517
#> [11,] 0.041281634 -0.21954060 0.116120492 -0.015049735 0.056039914
#> [12,] 0.108122414 0.09079985 -0.053549910 0.011409417 -0.025374837
#> [13,] 0.090700765 0.06222655 0.077493815 0.083453980 -0.053077753
#> [14,] 0.049948578 -0.08035721 0.048581953 -0.048762449 -0.032939080
#> [15,] -0.104966648 -0.14051067 0.080234153 0.086102336 0.128386958
#> [16,] -0.024854325 0.13730441 -0.123458211 0.009839519 0.066380265
#> [17,] -0.018786111 -0.15288455 -0.052723049 0.055762787 0.155577684
#> [18,] 0.003041126 -0.05710939 0.017342324 0.064286401 0.143667205
#> [19,] 0.137742471 0.19765396 -0.117325084 -0.205201201 -0.039343210
#> [20,] -0.305425537 0.19344990 0.180549604 -0.036900027 -0.100653809
#> [21,] 0.362355957 -0.20852926 -0.185413884 -0.118474755 -0.033907801
#> [22,] -0.012347763 -0.20264601 0.091185804 0.052270521 0.096952061
#> [23,] 0.304511558 -0.10827939 -0.021793187 -0.049237086 0.657504861
#> [24,] 0.100022236 -0.28319419 -0.354861819 0.045887862 -0.444250466
#> [25,] 0.308310675 0.27974684 -0.288463170 -0.140353856 0.079350888
#> [26,] 0.227956505 -0.01758070 -0.185063932 -0.094242576 0.016120064
#> [27,] -0.063273519 -0.26277131 0.053646084 -0.230663565 -0.250740680
#> [28,] 0.211486074 0.25116794 0.041353063 0.064905518 0.080760705
#> [,6] [,7] [,8] [,9]
#> [1,] 0.144046036 -0.06187221 -0.121268971 0.017730991
#> [2,] -0.015725811 0.03263632 0.079504116 0.010701036
#> [3,] -0.445046872 0.53318436 0.242536527 -0.647499004
#> [4,] 0.017332124 -0.03683320 -0.004267541 -0.101994774
#> [5,] 0.011891846 -0.06064561 0.017860001 -0.038297778
#> [6,] 0.031201812 0.04655419 -0.055464739 0.233787165
#> [7,] 0.381376187 0.25173967 0.274937447 0.161954955
#> [8,] -0.011012567 0.19144250 -0.221927213 0.003439869
#> [9,] 0.118665481 0.20214088 -0.007391043 0.162368326
#> [10,] -0.119011986 -0.19597917 0.020601957 -0.024000167
#> [11,] -0.089850428 0.01845079 -0.096565568 -0.039782401
#> [12,] -0.044033448 0.04581500 0.088385031 0.053484078
#> [13,] -0.073509846 0.08609510 0.043601723 0.004966603
#> [14,] 0.002839899 0.01922695 0.093930168 -0.012931600
#> [15,] 0.044995482 0.02417541 0.059944565 -0.011623179
#> [16,] -0.152393221 -0.04380245 -0.010717200 -0.063752465
#> [17,] 0.083573325 0.06039227 -0.023850168 -0.132004157
#> [18,] -0.116208450 -0.12885130 -0.108598570 -0.100865444
#> [19,] -0.037425796 0.02841316 0.037230051 0.008218342
#> [20,] -0.042346318 -0.03879047 -0.038277233 0.011741825
#> [21,] -0.062248909 0.00941466 0.073346178 0.035355106
#> [22,] 0.016769932 0.03318168 0.021815906 0.147378628
#> [23,] 0.096117525 0.22844060 -0.034588037 -0.148216963
#> [24,] -0.225850175 -0.23362114 -0.279596863 0.366812220
#> [25,] 0.075184216 -0.03879068 -0.002447053 -0.060046894
#> [26,] -0.003570119 0.02733662 -0.025925463 0.082455188
#> [27,] -0.054890213 -0.23738342 -0.092416870 -0.008241666
#> [28,] 0.028814144 0.23194124 0.181071059 0.064754368
#>
#> , , 12
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.0365898487 0.073167561 -0.279424268 -0.095281728 0.182773526
#> [2,] -0.3506259309 0.256635505 0.149696122 0.073482711 0.043464212
#> [3,] -0.4237443268 0.228236494 -0.576405881 -0.669326569 -0.487031564
#> [4,] 0.0466180708 0.145708975 0.039082594 -0.007159543 -0.022727056
#> [5,] 0.2736618059 -0.419017290 -0.177414883 0.093469023 0.145989302
#> [6,] -0.0297769897 0.120580990 0.180082425 0.012950259 -0.075380025
#> [7,] 0.0886321843 -0.506805313 -0.327744956 0.194053198 0.274865742
#> [8,] -0.0251485370 0.053988477 -0.161377638 0.083853812 -0.218162201
#> [9,] -0.0929279490 -0.037414060 0.026946806 0.062028214 0.121939096
#> [10,] -0.0032845077 -0.137772805 0.199719810 -0.156214520 0.058104982
#> [11,] -0.0453813848 0.267917087 0.057794893 -0.009058536 -0.199950718
#> [12,] -0.0943017557 -0.218013403 -0.220855229 -0.056346042 0.138949233
#> [13,] -0.0336053087 0.097305104 -0.024821035 -0.027618656 0.004207368
#> [14,] 0.0809619386 -0.073123318 -0.013732833 -0.074483232 -0.079209546
#> [15,] -0.0835322617 0.100843938 -0.009128888 0.004774761 0.155838251
#> [16,] 0.1939583623 -0.098784404 -0.053513138 -0.092492810 -0.018549711
#> [17,] -0.0889471458 0.178080244 -0.012180808 0.061049756 -0.051201387
#> [18,] -0.1337694789 0.080612844 -0.058220775 -0.004704794 -0.243811469
#> [19,] 0.0196500113 -0.001450352 0.010700272 -0.079607357 -0.015391133
#> [20,] 0.2787049827 -0.252302850 0.223276844 0.022374918 0.037696592
#> [21,] -0.1182355258 0.123303467 0.055530907 -0.057027023 -0.182848336
#> [22,] 0.2361699297 -0.101780713 -0.090482428 -0.100144889 -0.020217531
#> [23,] 0.1205327232 -0.197661431 0.108794954 -0.506692684 -0.630928111
#> [24,] 0.1679109950 0.147861764 0.162082555 -0.555774779 -0.031698582
#> [25,] -0.1960258250 -0.103084899 0.072384310 0.019248639 0.126251658
#> [26,] 0.0007215034 0.228400235 0.147119266 -0.169592359 -0.076432415
#> [27,] 0.0050633283 -0.027258596 0.047437676 0.134162420 0.071108555
#> [28,] -0.3591819799 0.512548147 0.166339356 -0.184780876 -0.219437286
#> [,6] [,7] [,8] [,9]
#> [1,] 0.165872514 -0.116881607 -1.174212e-01 0.026741605
#> [2,] 0.024283993 0.143873290 2.411127e-01 -0.013401909
#> [3,] 0.082682039 0.507446914 1.693678e-01 -0.232130167
#> [4,] -0.001294094 -0.036763728 6.416900e-02 -0.045316649
#> [5,] 0.107238893 -0.083396020 -3.116599e-02 0.013408161
#> [6,] -0.062400071 0.190171144 -6.159481e-02 -0.237133196
#> [7,] 0.339384501 -0.052403519 -2.994020e-01 -0.617276315
#> [8,] -0.054689369 0.222771785 -1.523866e-01 -0.140513708
#> [9,] -0.105440503 -0.157999792 4.856974e-03 -0.031188758
#> [10,] -0.049681605 0.050123397 1.366697e-01 0.095957110
#> [11,] -0.038323498 -0.122654117 -1.277701e-01 -0.011682038
#> [12,] 0.015031370 0.004315367 4.022642e-02 -0.010269048
#> [13,] -0.052557968 -0.062302715 1.987276e-02 0.048949802
#> [14,] 0.029859990 0.013476929 7.560491e-02 0.047732256
#> [15,] 0.110037627 0.121683633 1.334464e-02 0.085444809
#> [16,] -0.023402154 -0.037814176 -5.524399e-02 -0.169507896
#> [17,] 0.091435507 0.035784329 2.614901e-02 -0.025466783
#> [18,] -0.029656543 -0.060208117 -5.984617e-02 -0.050045460
#> [19,] 0.021910873 -0.014101281 6.949373e-03 0.097438616
#> [20,] 0.040036075 0.005878580 -2.608048e-02 0.001665784
#> [21,] 0.016022701 0.091694787 -5.384817e-05 0.046233288
#> [22,] -0.016459712 0.024310284 -5.123430e-02 -0.015424614
#> [23,] 0.364429003 -0.163369496 -4.139992e-01 0.076188044
#> [24,] -0.349989740 -0.149484076 8.293066e-03 0.403325646
#> [25,] 0.000797169 0.011186490 -1.240515e-01 -0.017971545
#> [26,] -0.003443412 0.025326493 -2.336990e-03 -0.118572199
#> [27,] -0.003594579 0.017205080 1.632757e-01 0.124764049
#> [28,] -0.205622892 -0.167941843 -1.405440e-01 0.138238783
#>
#> , , 13
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.04792296 -0.118651841 0.246642892 -0.140034214 0.037653469
#> [2,] -0.17093697 -0.082411792 0.249739353 0.236450423 0.140664925
#> [3,] 0.19321131 0.193554851 -0.399408539 -0.413100858 -0.539853890
#> [4,] -0.16688840 -0.006807797 0.049141873 0.066774206 0.027009770
#> [5,] 0.05584278 0.287337478 0.003828545 0.069508154 0.075323255
#> [6,] -0.11910900 -0.111855480 0.148442797 -0.138182843 -0.167074420
#> [7,] 0.24253526 0.098613585 0.097549041 0.420154007 -0.217220342
#> [8,] -0.04992746 -0.313583907 0.145386595 -0.047641507 0.119016331
#> [9,] -0.31070941 0.131090400 -0.008116943 -0.030046868 0.011106127
#> [10,] -0.04829785 -0.132949881 -0.050822856 -0.023603533 -0.182396472
#> [11,] 0.07711687 0.094866124 0.093422175 -0.028957347 -0.048800452
#> [12,] 0.02130826 -0.269324117 0.038243939 0.091153952 0.059705837
#> [13,] -0.01694021 0.072618664 0.046098304 -0.009928664 0.017856961
#> [14,] 0.11285346 0.004113106 0.083730687 0.049810235 -0.015513554
#> [15,] 0.06114122 -0.108131214 -0.142991022 0.042900997 0.019571288
#> [16,] -0.19375350 0.094387751 0.112796117 0.047561993 0.007542452
#> [17,] 0.07428924 -0.077010711 0.050751459 -0.072881912 -0.026169293
#> [18,] 0.24315739 -0.081792771 -0.083631683 0.050831299 0.015011800
#> [19,] 0.11322357 -0.065485341 0.030545506 -0.094824251 0.057467596
#> [20,] -0.22568521 0.206098516 -0.143554112 -0.090564325 -0.102282169
#> [21,] 0.22124878 -0.029696744 -0.064077909 0.022185149 0.020960510
#> [22,] 0.30329229 0.108955376 -0.117141774 -0.105437441 -0.108109932
#> [23,] 0.08576247 -0.006122420 0.063234371 0.422068551 0.188856151
#> [24,] 0.18962727 -0.048238085 -0.203783194 0.126310029 0.735742333
#> [25,] -0.39354603 -0.007870336 0.212202422 0.150557633 0.085719652
#> [26,] 0.14836630 -0.028357870 -0.139710692 0.086050518 0.094558129
#> [27,] -0.15930255 -0.079689399 0.011380282 -0.083784345 0.107505757
#> [28,] 0.24212261 0.016950034 -0.008013845 -0.109634506 -0.063661799
#> [,6] [,7] [,8] [,9]
#> [1,] 0.053531251 -0.06387521 -0.061149601 0.1534946949
#> [2,] 0.046665193 0.09917344 -0.022593812 0.1390782100
#> [3,] -0.378945841 0.07330421 -0.554091183 -0.6281254603
#> [4,] -0.002358701 0.05391224 0.148100889 0.1782504766
#> [5,] 0.148407575 -0.01663553 -0.079529676 -0.0271270869
#> [6,] -0.180346878 -0.17236170 -0.298616299 0.1157746490
#> [7,] 0.168746130 0.42979852 0.295894987 0.1368949853
#> [8,] -0.050364621 -0.05495311 -0.161559948 -0.2946007980
#> [9,] 0.163871604 0.02487292 0.022003889 0.0738894602
#> [10,] 0.012098377 -0.23208826 -0.156029715 -0.0215902188
#> [11,] -0.036012130 0.01678885 0.041190272 -0.0005180299
#> [12,] 0.044917354 -0.02856159 0.016127207 0.0227062416
#> [13,] -0.012976430 -0.04312381 0.035668670 0.0397496673
#> [14,] -0.033129469 -0.04845718 0.005021216 -0.0490353643
#> [15,] -0.018915400 0.12911881 -0.018210075 -0.0785692435
#> [16,] 0.094650990 0.12416764 0.021200748 -0.0123649748
#> [17,] -0.151467648 -0.04617809 -0.043104035 -0.0715468282
#> [18,] -0.084792681 0.03874188 -0.006031270 0.0621875525
#> [19,] -0.052882973 -0.10168243 0.014488507 -0.0146558434
#> [20,] -0.005840122 0.04697577 0.054188429 -0.0009498475
#> [21,] -0.008217993 0.07463521 0.010632265 -0.0719111068
#> [22,] -0.080099862 -0.08002284 -0.052023620 -0.0951202925
#> [23,] -0.018331820 -0.13287001 0.192743342 -0.0713695356
#> [24,] 0.604546867 -0.11153794 0.578072011 0.4765054733
#> [25,] 0.133323400 0.16693130 0.050091841 0.0633365598
#> [26,] 0.064584063 -0.01709309 0.044525111 0.0582442504
#> [27,] 0.193656228 0.36656808 -0.025426358 -0.1608705345
#> [28,] -0.093227773 -0.05969812 0.147807141 -0.1024865685
#>
#> , , 14
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -2.427776e-01 -0.04995134 -0.04307780 0.13147928 -0.174099449
#> [2,] 1.021270e-01 -0.33442753 -0.05216455 0.03854090 0.104178981
#> [3,] -1.952678e-01 -0.30862548 0.05634721 -0.53249816 -0.730517931
#> [4,] 9.235283e-02 -0.10236007 0.05894814 0.04452111 0.103822153
#> [5,] -3.718539e-01 0.22049244 0.26911769 0.17798588 0.164204131
#> [6,] 1.259218e-02 -0.25304606 -0.28591377 -0.00345967 -0.021966436
#> [7,] 2.549542e-02 -0.27566470 0.11054949 -0.10244742 -0.076219081
#> [8,] -3.426565e-01 -0.01037923 0.05483296 0.41375392 -0.169414488
#> [9,] 1.012313e-01 -0.11960475 0.01787421 0.20115083 -0.069753713
#> [10,] 1.230916e-01 -0.22012144 -0.01114818 -0.17573979 0.102575169
#> [11,] -1.067117e-01 0.06648166 -0.23725509 0.02551721 0.012285603
#> [12,] 5.637090e-02 -0.27879725 0.13659000 0.04013698 0.013687405
#> [13,] -8.319260e-02 0.05805258 0.02347943 0.11493197 0.008248042
#> [14,] 1.300331e-02 -0.03678257 0.01597215 0.02708853 -0.022985042
#> [15,] -2.113533e-01 0.02404185 0.11520323 -0.03549802 0.032116593
#> [16,] 1.260433e-01 -0.15929996 -0.17295154 0.02509073 0.076467804
#> [17,] -2.411931e-01 -0.10310263 0.05610697 0.16252884 0.014201862
#> [18,] 1.253485e-01 0.12890401 0.12075017 -0.01475074 -0.127533667
#> [19,] 8.118437e-02 0.03614753 -0.02512084 0.05530060 -0.051662765
#> [20,] 2.184033e-01 0.04274783 0.08794909 0.01970933 0.025522722
#> [21,] -2.962104e-01 -0.09120573 -0.10425985 -0.11484095 -0.100035595
#> [22,] 1.502941e-03 0.18819808 -0.13374162 -0.15095740 -0.142427620
#> [23,] -3.465353e-01 -0.40805511 0.32783071 0.12635610 0.003067445
#> [24,] -3.275994e-01 0.33616894 -0.38951959 -0.56046929 -0.104571197
#> [25,] 1.829180e-02 -0.07219151 0.10953084 -0.07476091 0.096756126
#> [26,] -8.980970e-02 -0.01741723 -0.05214645 0.01583954 0.022513521
#> [27,] 1.666990e-01 -0.19723067 -0.13671583 -0.14907019 0.103686398
#> [28,] 8.128656e-05 0.23942737 0.06552856 0.08832575 -0.062106733
#> [,6] [,7] [,8] [,9]
#> [1,] -0.239433334 0.155844488 0.0020307249 0.221032377
#> [2,] 0.074753642 0.003564704 -0.0930840585 0.177946074
#> [3,] -0.373209036 -0.012174302 -0.4518191262 0.268546025
#> [4,] 0.039232497 0.040822831 -0.0117532668 0.035180031
#> [5,] -0.076141087 0.045795710 0.0763457546 0.056560544
#> [6,] -0.035297357 -0.022266264 -0.0292031904 0.030586033
#> [7,] -0.069770375 -0.164987599 -0.0979599117 -0.165955406
#> [8,] -0.062426561 0.319817045 -0.0029755525 -0.131774835
#> [9,] -0.263105534 0.063420579 -0.0122937857 -0.035950460
#> [10,] -0.014892970 -0.180264128 -0.0395335200 -0.013540998
#> [11,] -0.071356055 -0.090583071 0.0049211183 -0.003053222
#> [12,] 0.025959483 0.067572738 -0.0009020837 0.022315379
#> [13,] -0.026806575 0.048589116 -0.0352399173 -0.033334650
#> [14,] 0.009965550 -0.015303809 0.0585800735 0.135588048
#> [15,] -0.015716793 -0.051525567 -0.0609977664 0.063260054
#> [16,] -0.001806742 -0.071858266 -0.0963685847 -0.075004435
#> [17,] -0.072364629 -0.029000327 0.1093925950 0.024425582
#> [18,] -0.018128616 -0.041290352 0.0284656776 -0.059157941
#> [19,] -0.046797995 0.037414744 0.0243278723 0.054696767
#> [20,] -0.069398109 0.103548019 0.0765053929 -0.060153531
#> [21,] 0.013407212 0.049679443 0.0579566818 -0.025461654
#> [22,] -0.064988246 -0.138063437 0.0146872968 -0.102637329
#> [23,] -0.209812251 -0.033347669 -0.5369317281 -0.729299105
#> [24,] -0.293435005 0.056808007 -0.1337527665 0.102523809
#> [25,] 0.035922018 0.141965039 0.1215844092 -0.048140183
#> [26,] -0.027806299 -0.064785091 -0.1399039131 -0.020406763
#> [27,] 0.280933745 0.040304877 -0.0967470178 0.208932272
#> [28,] -0.048240831 0.214196715 0.0517307758 -0.003417932
#>
#> , , 15
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.147604320 -0.16465089 0.1659059029 -0.110102412 0.156880897
#> [2,] -0.297440496 0.12963453 -0.0440150724 0.146271715 0.138808966
#> [3,] -0.052794635 -0.25009794 -0.6967623393 -0.477001149 -0.012284812
#> [4,] -0.326392559 0.07981201 -0.1073676217 -0.044124850 -0.114398390
#> [5,] -0.141813635 -0.06615706 0.1469469032 0.016727258 0.005222095
#> [6,] -0.062363359 -0.01440689 0.0101960867 -0.112286207 0.114369102
#> [7,] 0.198231310 -0.39001183 -0.1227389929 -0.283767006 -0.700682081
#> [8,] 0.381529582 -0.23609080 0.1382414954 -0.200830433 0.328414893
#> [9,] -0.003729248 0.39944857 0.0804674755 0.005617811 -0.016367041
#> [10,] 0.014287762 0.10833168 -0.0313285614 0.130151959 -0.035349992
#> [11,] 0.043711074 -0.05744502 -0.0676090885 0.007636603 0.048747328
#> [12,] 0.132853969 -0.32221615 -0.0286042924 0.018553418 0.028296038
#> [13,] 0.047384516 -0.05313758 -0.0001304037 -0.028863138 0.026107156
#> [14,] 0.327770568 -0.10953491 -0.0194681250 0.083248170 0.007358391
#> [15,] -0.036021773 -0.13814545 -0.1435617436 -0.301749517 -0.186814832
#> [16,] 0.056808948 0.15260604 -0.0293948908 0.066258104 0.021298631
#> [17,] -0.103307362 -0.20599824 -0.0632080526 0.023362974 0.157347180
#> [18,] 0.148990034 0.25610092 0.0865912541 0.074690236 -0.010814476
#> [19,] 0.016938212 0.07105648 0.0797446193 0.088348849 0.009449075
#> [20,] -0.200566278 0.16450591 -0.1559274040 0.129057925 -0.015138184
#> [21,] -0.156434884 -0.22564447 0.1251652898 -0.047310808 0.110208682
#> [22,] 0.219837945 0.09081964 -0.0725989689 -0.044600200 -0.095954312
#> [23,] -0.080935793 -0.31172521 -0.2828203649 -0.023972838 0.304173199
#> [24,] 0.158728675 0.35936903 0.1983916715 0.436704429 0.373159134
#> [25,] -0.588826503 -0.02404308 -0.1562473432 0.187071698 0.087123053
#> [26,] 0.147726422 -0.13118348 0.1194132665 0.040286569 0.033709536
#> [27,] -0.232122275 0.07855235 0.1038565954 0.122919977 0.072759779
#> [28,] -0.239625180 -0.11738291 -0.3283089588 -0.115305639 -0.046558648
#> [,6] [,7] [,8] [,9]
#> [1,] 0.252241019 -0.004241764 0.099236385 -0.088941250
#> [2,] 0.109118591 -0.007948890 -0.072240864 -0.020186408
#> [3,] 0.524565706 -0.014504535 -0.296297941 -0.480773349
#> [4,] -0.099537160 -0.095259892 -0.002527703 -0.005418941
#> [5,] 0.167241017 0.081083553 0.068629461 0.138462341
#> [6,] 0.071908908 0.032107493 -0.074378981 0.107536116
#> [7,] -0.523158694 -0.002657321 -0.167582347 -0.209889218
#> [8,] 0.378245317 0.010512640 -0.163173864 -0.116312630
#> [9,] 0.108022651 -0.245732957 -0.085222822 -0.198358706
#> [10,] -0.063543932 0.176589588 0.146217485 0.021382436
#> [11,] 0.117694375 0.049004564 0.144728410 0.009423502
#> [12,] 0.064429253 -0.049184431 0.013356752 0.031318505
#> [13,] 0.090225349 0.001699329 0.039262082 -0.028606495
#> [14,] -0.015956215 0.040293409 0.002777573 0.008208019
#> [15,] 0.015536170 0.242854336 0.100445935 0.009226879
#> [16,] -0.002777329 -0.013448119 0.025770232 -0.115814176
#> [17,] 0.018862224 0.139870029 0.014616695 -0.062432957
#> [18,] -0.134360227 0.034306688 0.004958686 -0.124479178
#> [19,] -0.046382549 -0.065093917 0.055515940 0.036438963
#> [20,] 0.105905103 0.005772923 -0.004842132 -0.028160815
#> [21,] 0.021133099 0.150116772 0.023532180 0.089645206
#> [22,] -0.003151745 -0.043913088 -0.033172984 -0.086609987
#> [23,] 0.375133961 0.863888863 0.408043634 -0.297683909
#> [24,] 0.374036635 0.132045647 0.296630244 -0.525468513
#> [25,] 0.142899763 0.199177184 -0.117079173 0.078066910
#> [26,] 0.083283177 0.046631265 0.037986080 -0.006816489
#> [27,] -0.065835667 -0.195559584 -0.244457182 -0.195215845
#> [28,] 0.142046127 0.070960959 0.078098615 -0.063821017
#>
#> , , 16
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.041933332 -0.081833889 -0.193603035 0.177001669 -0.07605966
#> [2,] -0.081304682 0.295211131 -0.093782831 -0.118074712 -0.02418001
#> [3,] 0.516623392 -0.507187197 -1.049744486 -0.006672368 0.22661401
#> [4,] -0.001528526 -0.012661059 0.015396924 0.076009446 -0.02093010
#> [5,] 0.378805541 0.051270314 0.012132462 0.118222882 0.11933543
#> [6,] 0.154855570 0.003540370 0.011477040 0.096489539 0.10026360
#> [7,] 0.080864602 0.398486371 0.371005601 0.002268249 -0.24838438
#> [8,] -0.268538498 -0.234107393 -0.412913893 -0.114487144 0.04181794
#> [9,] -0.099474371 -0.129673525 -0.057801044 -0.204488287 -0.07130473
#> [10,] 0.201232818 -0.046247417 0.021099430 -0.055360773 -0.07868077
#> [11,] -0.043388893 0.078155274 0.035894899 -0.046904541 -0.02218964
#> [12,] -0.060824595 -0.115934914 -0.044094317 0.082825115 0.05216158
#> [13,] -0.076976841 0.126746109 0.021732322 0.114555499 0.04300721
#> [14,] 0.168273337 0.041734594 0.078185865 -0.046316088 -0.07245076
#> [15,] -0.223218181 -0.100357499 0.004008073 0.120977042 -0.04911559
#> [16,] 0.118522089 0.120078787 -0.028116914 -0.099809128 -0.03672818
#> [17,] 0.058951416 -0.018240729 -0.096669059 -0.043878159 -0.07745590
#> [18,] -0.040421376 -0.041729025 -0.109631476 -0.004379521 -0.01077283
#> [19,] 0.087213265 0.028762344 0.047305657 -0.006048117 -0.11792810
#> [20,] -0.222514890 -0.018393828 0.371871746 -0.035164493 -0.04184560
#> [21,] 0.287357869 -0.057130480 -0.032115901 -0.019647311 -0.04481228
#> [22,] -0.038419622 -0.041345094 0.034611688 0.045590520 -0.04578714
#> [23,] 0.043597740 0.307401978 0.173466596 -0.151927991 -0.14221182
#> [24,] -0.201222344 0.001382968 -0.077921347 -0.152127315 -0.37163264
#> [25,] 0.213767650 -0.029372614 -0.013729233 -0.030314960 -0.03097025
#> [26,] 0.109571075 -0.165888388 0.081576332 0.135365752 0.11802997
#> [27,] -0.103068535 0.220814673 0.079728961 -0.201318035 -0.13263634
#> [28,] -0.257068271 0.046292663 -0.106614523 0.189825123 0.16768730
#> [,6] [,7] [,8] [,9]
#> [1,] 0.090671911 0.219342145 -0.043452766 0.072220411
#> [2,] 0.048197145 0.044457720 0.099068361 0.001502113
#> [3,] 0.827066627 0.363656524 0.583539996 -0.181796148
#> [4,] -0.088003685 -0.060149577 0.104373547 -0.008782963
#> [5,] 0.098735575 0.108642070 0.044107266 0.134900486
#> [6,] 0.110317039 0.029080207 0.010574009 -0.172397120
#> [7,] -0.424594908 -0.216882264 0.371709254 -0.035083456
#> [8,] -0.041166033 -0.097701165 -0.236762596 -0.274214917
#> [9,] 0.011597142 0.266160051 0.193803971 0.123885200
#> [10,] -0.070020626 -0.069206049 -0.057396221 0.061332222
#> [11,] -0.033564872 -0.034670346 -0.008882915 -0.006284833
#> [12,] -0.026221863 0.055441595 0.044789603 0.021621614
#> [13,] -0.021969797 0.031512403 0.057355414 -0.003434907
#> [14,] -0.042643195 -0.058215961 -0.056170894 0.016737880
#> [15,] -0.001216931 -0.014049005 0.093472780 0.013927142
#> [16,] 0.005753390 -0.044309856 -0.030715320 0.038375305
#> [17,] 0.269476937 0.104998326 0.010555426 -0.088935699
#> [18,] 0.068355973 -0.113125896 0.106036388 0.166591585
#> [19,] -0.105035645 -0.005245771 -0.049356732 0.043902038
#> [20,] 0.067031011 0.009026216 -0.015716035 0.004280084
#> [21,] 0.051464219 0.120361974 -0.034146595 0.048548227
#> [22,] 0.027167874 -0.015222046 0.044675878 0.063536424
#> [23,] -0.496340786 -0.563040828 0.097063666 0.259347405
#> [24,] -0.247292531 -0.546084863 -0.868140714 -0.234345243
#> [25,] -0.048563103 -0.079906701 -0.157365627 -0.050020339
#> [26,] 0.007161280 0.027778996 0.019029535 0.226380750
#> [27,] -0.023245087 -0.044044352 0.072600138 0.109521883
#> [28,] -0.010717508 -0.120085779 -0.169934500 -0.108044642
#>
#> , , 17
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.101965580 -0.57759006 -0.16693996 -0.148247748 0.013258519
#> [2,] -0.071573420 0.01970362 -0.05891603 -0.179736627 0.050952874
#> [3,] 0.135451715 0.10339924 -0.08497023 0.443354925 0.749390189
#> [4,] 0.153209616 0.11436401 0.04316598 -0.009376662 0.002576128
#> [5,] -0.205552192 0.22495099 -0.00273780 0.066909856 0.090404200
#> [6,] 0.016446682 -0.12666801 -0.17423990 -0.058796640 0.007710421
#> [7,] 0.151236811 -0.05534882 -0.54600359 -0.272742490 0.321595309
#> [8,] -0.059612050 -0.08506078 0.15615551 -0.088854127 -0.075292157
#> [9,] -0.047226595 -0.08189888 -0.26180463 -0.181657674 0.059859824
#> [10,] -0.128282062 0.25691220 -0.04045392 -0.180384488 -0.034245729
#> [11,] 0.180418586 -0.07340903 0.15907172 0.154452923 0.018804922
#> [12,] -0.208944522 -0.07354835 -0.08232443 -0.064074151 -0.094897725
#> [13,] 0.057960637 0.03774087 0.02587972 -0.001820097 0.046752801
#> [14,] 0.194778755 -0.04551746 -0.04328279 -0.014143321 -0.036916677
#> [15,] 0.014153561 -0.07659843 0.01147290 -0.001713447 0.155744306
#> [16,] -0.060159708 0.15311318 0.06928203 0.077279459 -0.087758881
#> [17,] 0.199566704 -0.07203002 0.06370576 -0.134810339 0.048531670
#> [18,] 0.220142763 -0.03093698 0.10173691 0.026295304 0.073869264
#> [19,] -0.164423830 -0.06976939 0.06237647 -0.017875368 -0.068117946
#> [20,] 0.085452620 0.37962142 0.03335777 -0.080906124 0.098146256
#> [21,] -0.160802983 0.03743022 0.18339893 0.217559797 0.029034990
#> [22,] -0.227811142 -0.10272388 0.12223199 0.042050096 0.010498062
#> [23,] 0.008454865 0.32518709 0.03878518 0.348228490 0.367915044
#> [24,] -0.187457940 -0.01362220 0.17278576 0.225212857 -0.250108421
#> [25,] -0.087063278 0.27543425 0.23180022 0.072436364 -0.080151873
#> [26,] -0.408504543 0.17364539 0.12785268 -0.004994512 -0.139965409
#> [27,] 0.564619132 -0.24415965 -0.12300968 0.189021891 0.140343493
#> [28,] -0.082860947 0.04461312 0.26706843 -0.208379198 0.011410466
#> [,6] [,7] [,8] [,9]
#> [1,] -0.002863704 -0.376816329 -0.525367065 -0.370252794
#> [2,] -0.048088777 0.081659853 -0.041522264 0.060619315
#> [3,] 0.522000582 0.490548539 -0.238987292 -0.581000823
#> [4,] 0.005098234 0.017435311 -0.057204040 -0.033626325
#> [5,] 0.008056788 -0.006370312 0.040961731 -0.014932731
#> [6,] -0.059759199 -0.021811118 0.084991997 -0.190912507
#> [7,] 0.233413131 0.012051221 0.117392204 -0.215358179
#> [8,] -0.076450704 0.162697765 -0.153673441 -0.347087746
#> [9,] 0.153672780 0.087670839 -0.035009750 -0.005313205
#> [10,] 0.068299235 0.005297951 -0.077868536 0.012831620
#> [11,] -0.050304067 -0.107749597 -0.117951235 -0.070190403
#> [12,] 0.031199426 0.027761009 -0.017051943 0.046375768
#> [13,] 0.022734488 0.028328461 -0.075960842 -0.035219420
#> [14,] 0.005137529 -0.061186199 -0.120342839 -0.071376942
#> [15,] 0.031117758 -0.005150494 -0.031022892 -0.030099223
#> [16,] -0.123425876 -0.088475691 -0.156874932 -0.366127652
#> [17,] -0.135296378 0.019850180 0.041308796 -0.015624912
#> [18,] 0.012701214 0.011256019 -0.037144069 -0.094459564
#> [19,] -0.042219170 0.067422053 0.093522975 0.057059911
#> [20,] 0.032290333 0.032340454 0.027739950 -0.042105131
#> [21,] 0.099804775 -0.032374423 0.090844626 -0.050185006
#> [22,] -0.068579866 0.006377149 0.050273200 0.019540353
#> [23,] -0.141324364 -0.487178991 -0.555379613 -0.560248279
#> [24,] -0.368376324 0.316621151 -0.273438049 0.106165256
#> [25,] -0.088099847 0.036914732 0.102553720 -0.141385292
#> [26,] -0.007489348 0.005541900 0.019856666 -0.135072624
#> [27,] 0.244974223 -0.090615139 0.004780378 0.101401528
#> [28,] 0.036073836 0.073209935 -0.202846409 -0.195109459
#>
#> , , 18
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.105268486 0.223301955 -0.007833438 0.104034128 0.1062756968
#> [2,] -0.412779615 0.144504861 0.079207157 -0.129077449 -0.0882768525
#> [3,] 0.132731450 -0.131099157 -0.222436567 -0.210286915 -0.5547902621
#> [4,] 0.192284149 0.060724157 0.060190876 0.028696719 -0.0015439738
#> [5,] -0.046604382 -0.287342136 -0.255111879 -0.105713839 0.0714607686
#> [6,] 0.059230722 0.029168854 -0.007085954 -0.015725399 0.1160345800
#> [7,] -0.207913369 0.137203982 0.133247040 0.232183222 -0.2066988593
#> [8,] 0.129691973 -0.237920965 -0.303403188 -0.358517379 -0.1970340192
#> [9,] 0.211387993 0.258680970 -0.174339914 -0.070092991 0.2270244166
#> [10,] 0.228666494 -0.022121776 0.058298928 0.044400796 -0.0636475017
#> [11,] -0.165027882 -0.111432411 -0.103732473 0.028660414 0.0373961354
#> [12,] 0.057879564 0.034546118 0.006474236 -0.087917880 0.0021412873
#> [13,] 0.048816779 0.018857142 -0.025635901 0.003516698 -0.0001666655
#> [14,] -0.093583187 0.169804777 0.057433554 0.062584816 -0.0442314663
#> [15,] 0.002391330 0.050419281 -0.234207625 -0.150578173 -0.0164013125
#> [16,] -0.077703651 -0.079148132 0.268057920 0.250818912 0.1563640732
#> [17,] -0.166925039 0.004446273 -0.149217295 -0.089363191 -0.0534223134
#> [18,] 0.453949082 0.166546038 -0.102904171 0.005703761 0.0102356859
#> [19,] -0.239194644 -0.287153633 0.130737142 -0.073257377 0.0043393240
#> [20,] 0.089262143 0.037631193 0.193818180 -0.063368151 -0.0310826154
#> [21,] -0.079472147 -0.108658632 -0.161970581 0.078776630 -0.0204505689
#> [22,] 0.098355501 -0.121721171 0.090526484 0.100928354 -0.0174602298
#> [23,] 0.064849986 -0.399953514 0.163572044 0.384273107 0.4971634548
#> [24,] -0.250250203 -0.425401787 0.305964292 0.197012022 0.1532967508
#> [25,] -0.208859896 -0.386877117 -0.041691045 -0.005114722 0.0435348672
#> [26,] 0.001591316 -0.072354374 -0.057916615 0.050554209 0.0950653547
#> [27,] 0.094258780 0.168491451 0.161386668 0.075980373 0.1677659586
#> [28,] 0.409081415 -0.224150794 -0.058370519 -0.124629083 0.0254470360
#> [,6] [,7] [,8] [,9]
#> [1,] 0.1108771975 -0.003957958 0.0343075019 0.127383423
#> [2,] -0.0308883224 0.022682250 0.0658991392 -0.010001514
#> [3,] 0.1429687571 -0.050603305 0.4743508031 0.159892663
#> [4,] -0.0344136769 0.012811778 -0.0121555779 0.035480825
#> [5,] 0.0576259815 -0.081915552 0.1062189698 -0.055568832
#> [6,] 0.2332566552 0.097310100 -0.0143650928 -0.094708314
#> [7,] 0.1040817939 0.585834704 0.4682241683 0.262906482
#> [8,] 0.2015121570 -0.153792555 -0.4914886907 -0.356486293
#> [9,] 0.0510276284 -0.119418349 -0.1777523644 -0.032023847
#> [10,] -0.0066162225 0.183525473 0.0545633232 0.077688058
#> [11,] -0.0725416160 -0.006963041 -0.0703269695 -0.021583832
#> [12,] -0.0893846839 -0.033084418 0.0561911962 0.039158102
#> [13,] -0.0517001388 0.010691938 -0.0003213485 0.062655593
#> [14,] -0.0126870155 -0.002701319 0.0038289821 -0.026335753
#> [15,] 0.0154705055 0.020156970 0.0624184799 0.106673289
#> [16,] 0.1112264226 0.042817354 -0.0382364440 -0.006283776
#> [17,] 0.0747378236 -0.020095172 0.0469519395 -0.118422257
#> [18,] 0.0658703072 0.003461966 -0.1265707812 -0.041119634
#> [19,] -0.0005008861 -0.027823861 -0.0202153419 0.030350000
#> [20,] -0.0554617623 -0.009892589 -0.0325565426 0.001185712
#> [21,] 0.0048534363 -0.144570800 -0.0141393196 -0.083318142
#> [22,] -0.0077533341 0.039658361 -0.0243012383 0.024828711
#> [23,] 0.7612248419 -0.012131771 -0.5017177236 0.215045300
#> [24,] 0.2524664668 0.194579591 -0.4379808806 0.184814926
#> [25,] -0.1438259959 -0.149507274 0.0425678816 0.190952443
#> [26,] 0.0689462020 -0.011118176 0.0185967931 -0.020357754
#> [27,] 0.1672721571 -0.054869484 -0.1183614962 -0.116131256
#> [28,] 0.0615160518 0.112210116 -0.0111125830 0.253777860
#>
#> , , 19
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.15153592 0.101117392 -0.05569718 -0.091812652 0.096077666
#> [2,] 0.03157548 -0.107557793 -0.15649131 -0.181740049 -0.055832145
#> [3,] 0.25650924 -0.097404628 0.03281218 0.083435726 0.121780263
#> [4,] -0.15883942 0.279777193 -0.02602452 0.064603266 -0.059177293
#> [5,] 0.31934007 -0.151170783 -0.35753651 -0.247981737 -0.057161722
#> [6,] -0.03585611 -0.105789951 -0.04326339 -0.014896333 0.116442033
#> [7,] 0.21428460 -0.002472659 0.07074723 -0.091583381 0.079770774
#> [8,] -0.01870022 -0.163096192 -0.02811638 0.236477890 0.071398443
#> [9,] -0.47012280 0.138970740 0.25889668 -0.073825282 -0.296957736
#> [10,] 0.09859616 -0.051129499 -0.04393569 -0.056606331 0.105961095
#> [11,] 0.01831132 -0.199157551 -0.10362751 -0.046286933 -0.053808848
#> [12,] 0.15892025 -0.291808035 -0.06751119 0.063282470 -0.049377625
#> [13,] -0.10887239 0.110531409 -0.03614749 0.004835759 -0.089795348
#> [14,] 0.10242615 -0.116515849 0.06028314 -0.004369116 0.021223336
#> [15,] 0.09429046 -0.099051810 -0.05107260 -0.177519093 0.230915968
#> [16,] -0.24193119 0.057320326 0.04690516 -0.010666465 -0.067153722
#> [17,] 0.06699149 -0.221415440 -0.05100470 -0.105107511 0.195375548
#> [18,] 0.04176022 -0.006782737 -0.15404938 -0.102288137 0.065716738
#> [19,] 0.02255241 0.006591611 0.03363238 0.209920094 0.010849167
#> [20,] -0.19751488 0.135422706 -0.03712905 0.047113820 -0.010604179
#> [21,] 0.06313981 -0.054903292 0.04801135 -0.152743822 -0.056898402
#> [22,] 0.24194555 -0.338151293 -0.01274709 0.003649274 0.095530697
#> [23,] 0.17055420 0.037466740 0.36683973 0.424542986 -0.209456216
#> [24,] -0.11233295 0.029138786 0.03405436 0.650392740 -0.018319184
#> [25,] 0.08628993 -0.066882424 -0.03219007 -0.066068638 0.030141380
#> [26,] -0.13029391 0.003441783 0.01770818 -0.017296872 -0.159622845
#> [27,] 0.27311490 0.129398539 0.12583268 0.115951006 -0.009168918
#> [28,] -0.30464633 0.073345091 0.02365416 0.250670069 0.162120848
#> [,6] [,7] [,8] [,9]
#> [1,] 0.052469652 -0.039213653 -0.088577953 -0.1533758341
#> [2,] -0.115179732 -0.179106988 0.036801635 -0.0750629736
#> [3,] -0.455839384 -0.299307914 0.076294593 0.1207427853
#> [4,] -0.047814337 -0.095065433 0.089610170 0.0369936517
#> [5,] 0.035088300 0.014596400 -0.065705861 -0.1331045736
#> [6,] 0.005612505 0.043193358 -0.265577996 0.0118754676
#> [7,] 0.044739560 -0.233415158 0.029826145 0.0230763018
#> [8,] -0.107156729 -0.166189558 -0.167573499 0.0562175416
#> [9,] -0.141218892 0.019987887 -0.045846731 0.0384216951
#> [10,] 0.127166355 0.068988087 0.083594317 -0.0442231133
#> [11,] -0.061376018 -0.082017197 -0.017686967 0.0163371039
#> [12,] -0.002258397 0.077692930 -0.007025398 -0.0181482473
#> [13,] -0.080131178 -0.033804334 0.016737410 0.0380182405
#> [14,] -0.036397374 -0.037522997 0.088821630 0.0000744296
#> [15,] 0.238092846 -0.074901870 0.008048849 -0.0478330779
#> [16,] -0.094078393 -0.194421781 -0.025303784 -0.0300093632
#> [17,] 0.146792007 0.214812167 0.172595963 0.1252028791
#> [18,] 0.038224226 0.003110658 0.136313868 -0.0111844778
#> [19,] -0.086817489 0.142615378 0.061223439 0.0358392043
#> [20,] 0.077612327 0.028307175 -0.027317759 0.0303807673
#> [21,] -0.032929353 0.004184840 -0.039293387 -0.0834609798
#> [22,] 0.030947922 -0.036308752 -0.112466236 0.0107699300
#> [23,] 0.222401331 0.249276351 0.972338872 0.5940307109
#> [24,] 0.127706789 -0.061990027 -0.118772539 0.0150911984
#> [25,] 0.087792542 0.067703840 0.102999978 0.1295779545
#> [26,] -0.043100784 -0.024634302 -0.032500471 -0.0544717375
#> [27,] -0.098576039 -0.162957496 0.186963004 0.2237420840
#> [28,] -0.063664482 -0.067487864 -0.138873976 -0.2021433880
#>
#> , , 20
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.364302766 0.05334922 -0.099676918 -0.137706793 0.150728191
#> [2,] -0.298171502 0.11018713 -0.176767276 0.091710954 -0.098163940
#> [3,] -0.047449101 1.09514251 0.175959625 -0.158360798 -0.248880996
#> [4,] -0.130217256 0.12548980 0.036918462 0.019638733 -0.036518804
#> [5,] 0.072713986 0.05143650 0.084289817 -0.243810302 -0.061390243
#> [6,] -0.047436904 0.05398246 0.163086624 0.098242091 0.039569352
#> [7,] 0.016252474 -0.01389627 -0.015126097 -0.039740125 -0.414099960
#> [8,] -0.065030391 0.16783524 0.214385101 0.030959018 0.048116492
#> [9,] -0.068017275 -0.35177117 -0.235029988 -0.119496385 0.046861200
#> [10,] 0.177414553 -0.11269491 -0.058534230 -0.007332431 0.070942201
#> [11,] 0.054394512 -0.09928328 0.001664657 0.199413982 0.058096880
#> [12,] -0.139944543 -0.04884225 0.071968474 -0.140125419 -0.105406203
#> [13,] 0.229209656 -0.01225796 -0.046824776 0.048658171 0.101802333
#> [14,] 0.023112555 -0.02545212 0.028665398 -0.013427237 -0.042962207
#> [15,] -0.231475673 0.05139035 -0.067818570 -0.091902764 -0.074275370
#> [16,] 0.100219708 -0.01265784 -0.046631116 0.018486568 0.102801091
#> [17,] -0.183676050 0.11701352 -0.149866328 0.053154000 -0.129708938
#> [18,] 0.093922431 0.16095800 -0.012876539 -0.017485589 0.003846851
#> [19,] -0.029890482 -0.16721772 -0.019245718 -0.163556040 0.022591412
#> [20,] 0.100093530 -0.06450326 0.155774648 0.053467382 -0.125475111
#> [21,] 0.366156923 0.18703531 -0.041997923 -0.012834682 0.074028926
#> [22,] -0.121756507 0.03855080 0.069219138 0.015370409 -0.016817241
#> [23,] -0.217161596 -0.02014380 -0.107267570 -0.467920336 -0.343262784
#> [24,] 0.041482531 -0.11507349 0.190138391 -0.103221183 0.179729884
#> [25,] 0.001498904 0.32092711 0.035672465 0.145494146 0.176345024
#> [26,] 0.176678559 -0.31940303 -0.027159419 -0.077154907 0.021347607
#> [27,] -0.063561196 0.02861829 -0.098322167 -0.016911484 -0.040169618
#> [28,] -0.010040484 -0.15455289 -0.155935061 -0.052641954 -0.115962903
#> [,6] [,7] [,8] [,9]
#> [1,] 0.2675861217 -0.132976520 0.10917646 0.0921513682
#> [2,] 0.0346902875 -0.123487468 -0.17076690 -0.1647497842
#> [3,] -0.0266777817 -0.003924550 0.10462156 0.1953590568
#> [4,] -0.0774406973 -0.026359852 -0.01190665 -0.0363300972
#> [5,] -0.1859048418 -0.044573563 -0.05215728 -0.1191936450
#> [6,] -0.0609068812 0.155315820 -0.06869754 -0.0626471285
#> [7,] -0.1100120279 -0.031016191 -0.27327220 0.1643749810
#> [8,] -0.0030352066 -0.157285518 -0.16447173 -0.3258663021
#> [9,] 0.0183401680 -0.013934935 0.05294027 0.0244567805
#> [10,] -0.0942964017 -0.017070297 -0.15315658 -0.1479035960
#> [11,] -0.0360752157 -0.028454837 -0.02889083 -0.0057608000
#> [12,] -0.0042013418 -0.028569825 0.01194008 -0.0163212330
#> [13,] 0.0338701567 -0.005548545 -0.00686000 -0.0763516347
#> [14,] 0.0138591667 0.040582298 0.08179289 0.0557244021
#> [15,] -0.1434332156 0.163405718 0.01885673 -0.0251096017
#> [16,] -0.1505285255 -0.097928646 -0.02156448 -0.0955267614
#> [17,] 0.1739410871 -0.048306846 -0.12992607 -0.2391611649
#> [18,] 0.0207908668 0.047036491 -0.11518563 -0.1850131834
#> [19,] 0.1340534082 -0.032102010 0.01525140 0.0890962943
#> [20,] -0.0334159951 0.068237071 0.07179187 0.0009583088
#> [21,] 0.0472274225 -0.033993595 0.01277285 -0.0148213196
#> [22,] 0.0004970908 0.034193438 -0.06461371 -0.0383162963
#> [23,] -0.5842211113 -0.287924065 0.32265750 0.3403109586
#> [24,] 0.1963933832 -0.144055770 0.08746443 -0.0513147505
#> [25,] 0.0316304429 0.018265823 -0.12068865 -0.3454586945
#> [26,] -0.1171292033 -0.105527489 -0.06422727 -0.0367283089
#> [27,] 0.2636447843 0.165352552 0.11201215 0.0782820413
#> [28,] 0.1173287520 -0.001457654 0.15493652 0.0509134508
#>
#> , , 21
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.125183377 -0.006794768 0.33609003 0.145311859 -0.07147370
#> [2,] 0.356519350 -0.322679641 -0.08227936 -0.112692937 0.03582356
#> [3,] -0.334206615 0.331231601 0.55291066 0.729043256 0.34089930
#> [4,] 0.246594618 0.075502188 -0.03762147 -0.008278522 0.02296328
#> [5,] -0.324523000 -0.248591901 0.00952116 -0.077176602 -0.21077661
#> [6,] 0.335341107 0.070838149 -0.02578812 0.105484797 0.03057009
#> [7,] -0.031583306 -0.257065829 -0.18500888 -0.045993510 -0.13468042
#> [8,] -0.285842909 -0.016434002 -0.13253714 -0.251160649 -0.40724026
#> [9,] -0.256124846 -0.076305859 -0.10153871 -0.239832062 -0.21268148
#> [10,] 0.265241459 0.088723981 -0.03908967 -0.020664102 0.11320245
#> [11,] 0.039001101 0.032573483 -0.06070680 -0.009718508 0.01715110
#> [12,] 0.094910846 -0.101635982 0.00413206 0.061247832 0.02133060
#> [13,] -0.093092834 0.020011263 -0.02944932 0.029195340 -0.10786264
#> [14,] 0.127947539 -0.122579776 0.04627053 -0.097140138 -0.05737974
#> [15,] -0.044409307 0.050057739 0.30468527 0.174878002 -0.09446134
#> [16,] -0.012241612 0.276481898 -0.03154596 -0.008006313 0.02516000
#> [17,] 0.185710906 -0.029706893 0.09590626 0.029601730 0.08375618
#> [18,] 0.189711849 -0.195139890 0.18786032 0.155704154 0.05057664
#> [19,] -0.066426251 0.056257817 -0.24044973 -0.142860151 -0.01405328
#> [20,] -0.091903124 0.055987990 0.10583884 -0.036856434 -0.09359775
#> [21,] -0.011324363 0.083500400 0.04924713 -0.027714971 0.01546587
#> [22,] -0.185928110 0.168600516 -0.02509285 0.018247685 0.03397162
#> [23,] 0.308347034 0.168127816 0.11859651 0.144015075 -0.12661744
#> [24,] 0.007380446 0.347774250 -0.36312773 -0.125670501 0.43826187
#> [25,] 0.066469661 -0.036098155 -0.28069864 -0.240421458 -0.12389108
#> [26,] 0.387697733 0.163376587 0.01044116 0.058309130 -0.01106505
#> [27,] 0.283559219 -0.274331425 0.08035778 -0.058773584 0.16707189
#> [28,] -0.056259275 0.176041327 0.10933081 0.092812747 -0.03412389
#> [,6] [,7] [,8] [,9]
#> [1,] -0.164472286 -0.242947429 -0.207156226 -0.234447797
#> [2,] -0.002720976 -0.080428162 -0.019025002 0.057611941
#> [3,] -0.061805965 0.316545238 0.521541072 0.735001721
#> [4,] -0.001918418 0.039452683 -0.035286080 0.060954500
#> [5,] -0.214768826 -0.055230419 0.019259661 -0.017747848
#> [6,] 0.055643797 0.169302137 0.066842541 0.312939070
#> [7,] -0.022936406 -0.195743843 -0.151942232 -0.141456293
#> [8,] -0.172415427 -0.015208323 -0.060335810 0.009169880
#> [9,] -0.054575040 -0.255791464 -0.069169416 0.002233517
#> [10,] 0.161595111 -0.179431306 -0.271807504 -0.286637732
#> [11,] 0.080571726 -0.008922417 0.014879342 0.054479298
#> [12,] 0.009909036 -0.043045667 0.027955140 0.020538040
#> [13,] 0.009442456 -0.037032760 -0.164012029 -0.087792878
#> [14,] -0.052746511 -0.086058286 -0.012220251 0.011161380
#> [15,] -0.071441000 -0.073317004 0.116205241 0.065552068
#> [16,] 0.087275446 0.067593982 0.015528395 0.128975754
#> [17,] -0.134244735 -0.151652481 -0.003693230 -0.013732125
#> [18,] -0.122565332 -0.024008129 -0.158009452 -0.022399069
#> [19,] -0.091235491 0.083102275 0.005805328 -0.055436003
#> [20,] 0.083878347 0.031827812 0.017286240 -0.010841697
#> [21,] -0.060885564 0.057182441 0.073097432 -0.011414959
#> [22,] 0.034720271 0.035776230 0.079067647 -0.019627446
#> [23,] 0.315867038 0.349618970 0.783705251 0.387194446
#> [24,] 0.708877899 -0.003125909 -0.539998253 -0.301780619
#> [25,] -0.088533455 -0.120490193 0.101270716 0.150592481
#> [26,] 0.104168202 0.050621675 0.006836190 0.045740486
#> [27,] 0.143188087 0.293612837 0.211249406 0.218639839
#> [28,] 0.073736042 -0.069576336 -0.109785373 -0.386000274
#>
#> , , 22
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.354417766 -0.231740003 0.10851904 0.116760652 -0.094024470
#> [2,] -0.143982344 0.036758239 0.02854054 -0.060435500 -0.173263041
#> [3,] 0.006478564 0.147837725 0.02336547 0.158151999 -0.217749226
#> [4,] -0.130550652 0.045285508 -0.02802313 -0.064112885 0.024846105
#> [5,] 0.425602427 -0.455883513 -0.29650855 -0.076111760 -0.242041290
#> [6,] -0.156265588 0.057648570 0.09896750 -0.129104713 -0.100456472
#> [7,] -0.005167410 -0.014040079 -0.45173020 -0.188926892 0.210240726
#> [8,] -0.061187997 -0.242602648 0.06392877 0.338644185 0.141141456
#> [9,] -0.221767707 0.323510873 0.19302245 0.149862759 -0.188232008
#> [10,] 0.029193058 -0.054460024 0.19315879 0.021229604 0.102723563
#> [11,] -0.100972559 0.105370170 -0.15100029 -0.023314238 -0.064797678
#> [12,] 0.099896209 -0.036133840 -0.05367657 -0.000294280 -0.050898907
#> [13,] -0.069622580 0.043254650 0.03732134 0.051731657 0.049930542
#> [14,] 0.158001310 0.038923467 0.05350386 0.027763062 -0.012590731
#> [15,] -0.118397940 -0.144448605 -0.12640549 0.023841068 -0.036399930
#> [16,] -0.161837381 0.282300900 0.16374070 -0.059418549 -0.037370746
#> [17,] 0.193611847 -0.124760355 -0.01510887 -0.070736290 -0.298502351
#> [18,] -0.089448929 -0.094447847 -0.05116415 0.040156150 -0.057300584
#> [19,] 0.224447658 0.097071186 0.01687609 -0.113004413 -0.090716380
#> [20,] 0.147014551 0.074793154 0.00746691 0.062082800 0.090122053
#> [21,] -0.073081758 0.012602723 -0.08868389 -0.049929725 -0.020962992
#> [22,] -0.305518959 0.158716986 -0.03452498 -0.003677906 0.046583209
#> [23,] -0.036450810 -0.012245606 0.02672066 0.149380520 0.608380818
#> [24,] 0.005541970 0.402212424 0.51708571 0.031368423 -0.002966873
#> [25,] 0.373083183 0.080542069 -0.03348917 -0.261102386 -0.220469516
#> [26,] -0.127580350 0.001818086 -0.04482941 -0.082816056 0.044361755
#> [27,] -0.122145733 0.114542846 0.03013757 0.122363359 0.070534090
#> [28,] 0.212575422 0.166561397 0.07289334 -0.145382475 -0.087311159
#> [,6] [,7] [,8] [,9]
#> [1,] -0.2834958464 -0.285773972 -0.253882712 0.117332656
#> [2,] -0.1502414878 0.026156315 -0.036286370 -0.017582688
#> [3,] 0.8951203622 0.315716006 0.346385775 -0.099930873
#> [4,] -0.0737713468 -0.001998259 0.027576435 0.065550795
#> [5,] 0.1017022844 -0.027095946 -0.096368822 -0.246509768
#> [6,] -0.0238823763 -0.124094054 -0.118426397 -0.001134700
#> [7,] 0.1505510635 -0.339251035 -0.146683058 -0.253269837
#> [8,] 0.0111440740 0.142024472 0.357210925 0.100638682
#> [9,] -0.3077840723 0.067257293 0.042923493 -0.180405671
#> [10,] 0.0753965785 0.076028724 -0.010580536 -0.002290837
#> [11,] -0.0541494550 -0.036822668 0.081803447 -0.025601591
#> [12,] 0.0449510656 0.136903217 0.054650207 0.007939221
#> [13,] 0.0226465698 0.053853758 0.051101648 0.030227516
#> [14,] -0.0380387100 -0.019916909 -0.005378397 -0.031703706
#> [15,] 0.0806108759 -0.008961391 -0.061710338 -0.046003913
#> [16,] 0.0519630439 0.048925426 0.176754837 0.032510670
#> [17,] 0.0690242034 0.183120935 0.033913108 -0.121125891
#> [18,] 0.0861935686 -0.047378997 0.012783811 0.005049753
#> [19,] -0.0585498889 -0.056465102 -0.016076543 0.040500716
#> [20,] 0.0353731705 0.057245824 0.040447988 -0.029481838
#> [21,] 0.0887519077 0.066078620 0.003775793 -0.005093900
#> [22,] 0.1396174310 0.066613264 0.113822051 -0.027780124
#> [23,] 0.1376564991 -0.649406043 -0.500324836 -0.200801580
#> [24,] 0.1606514426 0.058437093 0.139380423 0.386586159
#> [25,] -0.0819749753 -0.015532456 -0.186165140 -0.096435456
#> [26,] -0.0007534048 -0.036117598 -0.011382722 -0.112371685
#> [27,] -0.0203283215 0.022276829 -0.016266424 -0.148513126
#> [28,] -0.0518573376 -0.248024068 -0.067441310 -0.053981859
#>
#> , , 23
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.024247281 -0.40194603 -0.228861431 -0.011407690 -0.168175021
#> [2,] -0.396259157 -0.08408589 0.092710761 -0.102223529 -0.206740315
#> [3,] -0.170351498 -0.08761064 0.425776943 0.005891622 0.203738755
#> [4,] -0.331039196 -0.03023945 -0.071102955 -0.105600598 -0.102046843
#> [5,] -0.113723138 0.01061062 0.028507823 0.058137551 -0.175605780
#> [6,] 0.039947986 -0.26562305 0.056506866 0.045398351 0.182125460
#> [7,] -0.114152773 -0.07805611 0.071165189 0.352281067 0.016528848
#> [8,] 0.005462898 -0.14547073 -0.010920726 -0.242773396 0.210298773
#> [9,] -0.051932122 -0.01769313 -0.138556525 0.016466024 -0.161288227
#> [10,] 0.117772792 -0.09793114 0.237455651 0.204344857 -0.226218480
#> [11,] -0.092291853 0.20692309 -0.239729300 -0.246215134 -0.038249632
#> [12,] -0.015566546 -0.19211804 -0.109932936 -0.204279539 -0.073659878
#> [13,] -0.138372485 0.11044439 -0.040002126 -0.014644426 0.030220652
#> [14,] 0.137388002 -0.02686624 -0.007955493 -0.069405863 -0.056198140
#> [15,] 0.067559190 0.05761558 0.036883104 -0.057927814 -0.119867410
#> [16,] -0.077577320 -0.16653105 0.015364632 0.114152643 0.031415022
#> [17,] 0.029828284 -0.12327997 -0.045394516 -0.129979526 -0.051260095
#> [18,] 0.213913543 0.02060983 0.046615566 0.068027077 -0.086553732
#> [19,] -0.127323911 0.12489216 0.097368404 -0.061029908 -0.110764560
#> [20,] -0.133686531 0.24207901 0.170513140 -0.066571449 0.014789477
#> [21,] 0.096673729 -0.31054445 -0.119785923 0.022319051 0.030668822
#> [22,] 0.039025595 0.24894801 0.102620813 0.017279037 0.046241096
#> [23,] -0.418336757 -0.37615407 -0.480072627 0.071225888 0.040366687
#> [24,] 0.173347979 0.25876089 -0.536618940 -0.014925571 0.155586678
#> [25,] 0.096155342 -0.44527130 0.059131563 0.056567680 -0.000959508
#> [26,] -0.061689262 -0.05133613 -0.141393065 -0.047809430 0.033402098
#> [27,] 0.039163165 0.02832644 -0.077954653 -0.010557654 0.052398560
#> [28,] -0.064444115 0.23861918 0.011825145 -0.174427850 0.020474127
#> [,6] [,7] [,8] [,9]
#> [1,] 0.0677203456 -0.124627606 -0.077236497 0.023396876
#> [2,] -0.1498088190 -0.041132046 0.078299210 -0.092554561
#> [3,] -0.7000502665 -0.611248027 0.109917337 -0.143596293
#> [4,] -0.0336672557 0.051758414 0.083381372 -0.053546891
#> [5,] -0.1729504279 -0.104647575 -0.035756630 -0.022246313
#> [6,] -0.0732354217 -0.111917719 0.042543304 0.236989794
#> [7,] 0.3970049256 0.417778668 0.382655208 -0.313679634
#> [8,] -0.2054581191 0.019690980 0.062902085 0.289130768
#> [9,] 0.0081744699 -0.230340189 0.022879001 0.019900977
#> [10,] -0.1503437068 0.026468782 -0.157114481 -0.248198309
#> [11,] -0.0240835520 -0.013646797 0.020120452 0.034964415
#> [12,] 0.1088936854 -0.016574363 -0.009662581 -0.017889076
#> [13,] -0.0022626504 -0.033491229 0.059792674 0.035252246
#> [14,] -0.0446683671 0.052085270 0.005172143 0.027391952
#> [15,] -0.1473191021 0.026377737 -0.072442571 -0.074596735
#> [16,] -0.0751831186 0.056239550 0.039769547 0.089944709
#> [17,] -0.0906130286 0.082173474 0.027650572 0.053410183
#> [18,] -0.0617284993 0.054850800 0.074039662 0.028260677
#> [19,] -0.0630796713 0.049430873 0.044932771 0.010986555
#> [20,] -0.1002207660 -0.016578708 -0.033045775 -0.018707044
#> [21,] -0.0005333471 0.001119099 -0.077408595 -0.043844838
#> [22,] 0.0311988969 0.072696746 0.026265686 0.033660138
#> [23,] -0.1100945163 0.155792787 -0.331587961 -0.545021515
#> [24,] 0.2540950950 0.066094886 -0.279068821 0.264543582
#> [25,] -0.0925174807 -0.045948424 -0.206570359 -0.082349964
#> [26,] 0.0081861746 -0.049807012 -0.003829162 0.143596363
#> [27,] 0.0802984588 -0.121740429 -0.121500021 0.008361982
#> [28,] -0.0498710856 0.231211304 0.292071506 0.063746111
#>
#> , , 24
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.12819270 0.213157713 -0.083962273 0.121424991 0.114907009
#> [2,] 0.06517567 -0.017005820 0.013327854 0.054327192 0.031835384
#> [3,] -0.05702713 -0.157280116 -0.608348271 0.440645173 0.432500339
#> [4,] -0.41843307 -0.085871865 -0.036365341 -0.021524820 0.044200005
#> [5,] 0.09961594 -0.061687734 -0.044864513 -0.032805957 -0.128673351
#> [6,] 0.05302187 -0.043414042 0.021214914 0.198298878 -0.031515232
#> [7,] -0.12911204 -0.096308311 -0.263718974 -0.433288701 0.035772489
#> [8,] 0.10544788 -0.007188837 -0.052404009 0.025637985 -0.421670722
#> [9,] -0.16852958 -0.200406724 0.041981608 -0.241987614 -0.213513388
#> [10,] -0.15262142 0.032602207 0.270724312 0.042021110 0.117321253
#> [11,] 0.12216571 -0.081794932 0.104492484 0.053061141 -0.063307454
#> [12,] 0.07524937 0.064783578 0.040041709 0.091706266 0.026741169
#> [13,] -0.04787237 -0.005396422 -0.015648707 -0.001441343 0.008595380
#> [14,] -0.14215273 -0.073432655 -0.048827638 -0.028207128 -0.040907510
#> [15,] 0.10558271 0.088672816 0.088068218 0.066976559 -0.010989983
#> [16,] -0.28661983 0.218178053 0.147912398 0.079882544 0.111703772
#> [17,] 0.03503512 0.044395046 -0.123799683 0.079722077 -0.006754649
#> [18,] 0.01220336 0.081813471 -0.024887012 0.013234057 -0.020979820
#> [19,] -0.10406407 -0.108246216 -0.037731266 0.110342064 0.004167127
#> [20,] -0.03538375 0.106420593 0.001867342 -0.185553899 -0.024782617
#> [21,] 0.04087403 -0.001900157 0.068936235 -0.067766089 -0.258022099
#> [22,] 0.21700906 0.070034315 0.044881734 0.027627531 0.075610186
#> [23,] -0.40068524 -0.652497415 -0.388420288 0.003100719 -0.032541723
#> [24,] 0.29339371 0.048436823 0.058696657 0.395099019 0.671943116
#> [25,] -0.39687293 0.098693352 -0.033218321 0.032963840 -0.053107054
#> [26,] 0.23468585 0.076175560 0.197978843 -0.028882596 -0.056163200
#> [27,] -0.11535840 -0.304506700 0.005913297 -0.148894734 -0.171190190
#> [28,] 0.19225459 0.128315806 -0.235608321 0.035398358 -0.047490089
#> [,6] [,7] [,8] [,9]
#> [1,] 0.100656420 0.193125285 0.081512061 -0.199586345
#> [2,] -0.012867109 0.019633631 0.115887931 0.003924510
#> [3,] 0.950054815 -0.191175456 0.093503057 -0.269947847
#> [4,] -0.064105013 0.096528537 0.031281218 0.087119722
#> [5,] -0.267286603 -0.094444850 0.027482663 -0.012557556
#> [6,] -0.021844551 -0.216195472 0.218005885 -0.079487738
#> [7,] -0.147620778 -0.176510834 -0.017227024 0.102218032
#> [8,] 0.087008496 0.140833829 0.026863522 0.039966159
#> [9,] -0.164714517 0.128366269 0.106597393 0.151017286
#> [10,] 0.022044103 0.054498575 0.010079915 -0.037636281
#> [11,] -0.055790878 -0.025009803 -0.032540303 -0.010241999
#> [12,] -0.039495055 -0.003380584 -0.032722983 -0.017089901
#> [13,] 0.061661431 0.085931269 0.010144935 -0.027728638
#> [14,] 0.022859471 0.058076023 0.008507793 0.007924642
#> [15,] -0.087616816 -0.046030183 0.089510146 -0.008920630
#> [16,] -0.042994169 0.054134894 -0.031928789 -0.116631191
#> [17,] 0.035645355 -0.008969885 0.029962345 -0.119988527
#> [18,] 0.025313735 -0.084148438 -0.048255327 -0.019304233
#> [19,] -0.054886145 0.034457728 0.027708212 0.072854318
#> [20,] 0.064438120 0.005179029 -0.012938719 -0.022532621
#> [21,] -0.208437994 -0.072497606 0.020182509 0.016134021
#> [22,] -0.004806257 -0.054703818 0.037321174 0.064412100
#> [23,] 0.026493173 0.399098396 -0.218072401 0.212219523
#> [24,] 0.835279769 0.378339799 -0.140757040 -0.657646368
#> [25,] -0.139249773 -0.119960448 0.090304912 0.086704985
#> [26,] 0.003403765 0.049302024 0.006713644 -0.102549618
#> [27,] -0.023624718 0.106940524 0.066171063 0.067914177
#> [28,] 0.088965667 0.006843932 -0.202871629 -0.182125642
#>
#> , , 25
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.151991760 -0.0999965978 -0.058412259 -0.061816435 0.122086639
#> [2,] 0.068380366 0.0695839438 0.096523633 0.283637514 0.091073479
#> [3,] 0.127687020 -0.5137220366 -0.262199715 0.052090725 0.989792878
#> [4,] -0.115823847 -0.1517760971 -0.090881742 -0.030044141 0.012574497
#> [5,] 0.038772205 -0.3472123283 -0.073996809 -0.278085995 -0.240555839
#> [6,] 0.118545491 0.2234628693 0.123300381 -0.079877317 -0.129829134
#> [7,] -0.578327757 0.0344753732 0.008795593 -0.261456329 -0.045166209
#> [8,] 0.077599023 -0.0008951033 0.097296763 -0.003096366 0.261750949
#> [9,] -0.103296463 -0.2550173920 -0.038909008 0.028799816 0.048790939
#> [10,] -0.013864728 -0.0059588681 -0.146970576 -0.028749916 -0.234666092
#> [11,] 0.317977029 -0.0733357578 -0.133271774 0.047636491 0.080241517
#> [12,] -0.245737643 0.0098688666 -0.039754253 0.017390797 0.195838496
#> [13,] 0.007407182 -0.1709384401 -0.040851892 -0.020880770 0.166409305
#> [14,] -0.175262403 0.0489556751 -0.032139552 -0.035527891 0.030278947
#> [15,] 0.198336074 -0.0108501569 0.077077578 -0.028847453 -0.058906727
#> [16,] 0.071710280 0.0169099421 -0.139318108 -0.086922042 0.043935979
#> [17,] 0.086984557 0.1376071413 0.042600143 0.084833276 -0.046279128
#> [18,] -0.022214367 -0.1654338988 0.024723317 -0.031802665 0.079965565
#> [19,] 0.235589686 -0.1312065098 -0.049565776 -0.170381791 0.021637162
#> [20,] -0.256226521 -0.0174525623 -0.306588764 -0.006776459 -0.006890871
#> [21,] -0.002288754 -0.0330231054 0.037553155 -0.014746011 -0.068739456
#> [22,] 0.323684071 -0.0560832397 -0.051412911 -0.030561267 -0.037691590
#> [23,] -0.198757282 0.0708222530 -0.239657989 0.219054862 0.555181758
#> [24,] -0.066039025 0.1573974287 0.088580734 -0.021398044 0.359720781
#> [25,] -0.015386922 0.2394933548 0.014035798 0.184443807 0.056200076
#> [26,] 0.064027700 0.0643573506 -0.172753584 -0.131153618 -0.045598056
#> [27,] -0.311438879 -0.1983938147 0.236192764 0.145663134 0.076550912
#> [28,] 0.468756943 -0.1124941098 0.051538956 0.247928314 0.321625791
#> [,6] [,7] [,8] [,9]
#> [1,] 0.175022954 -0.0147392747 -0.171752322 -0.155555226
#> [2,] 0.058619497 0.0729057993 -0.126852391 -0.053458474
#> [3,] 0.785953020 -0.3465057166 0.010074434 0.002879397
#> [4,] 0.069555220 0.1593512996 0.024036613 0.110024038
#> [5,] -0.101450512 -0.0866865549 0.066318841 -0.104134879
#> [6,] -0.130896133 -0.2260531923 0.154799273 -0.250652037
#> [7,] 0.252465405 -0.1026558497 0.226788066 0.580958375
#> [8,] -0.098300912 -0.1638382340 -0.142046816 -0.164722320
#> [9,] -0.063543977 0.1035822139 -0.068014105 0.012928591
#> [10,] 0.020484300 0.1141235412 -0.056425122 -0.051768376
#> [11,] -0.002791719 -0.0850032052 -0.135474764 -0.013487455
#> [12,] 0.044747161 -0.0059301826 -0.012497643 0.042573294
#> [13,] 0.112510638 -0.0097637290 0.032660089 0.147047917
#> [14,] 0.049692039 0.1141219060 -0.032742710 0.005165018
#> [15,] -0.077699596 0.0879637104 0.054798107 0.034603320
#> [16,] 0.008283119 -0.0002239995 -0.152330872 -0.127170037
#> [17,] -0.078243403 0.1303402432 0.063502446 -0.050560988
#> [18,] -0.029390967 -0.0406801506 -0.031343363 -0.093926427
#> [19,] -0.069719743 -0.0111582179 0.018005146 0.033444057
#> [20,] 0.061177088 0.0098227741 0.036139668 0.078150419
#> [21,] -0.012045373 0.0485267279 0.133621728 -0.059936062
#> [22,] -0.032921699 -0.1250879639 -0.091145458 -0.011509854
#> [23,] 0.670290686 1.0367112177 0.217000737 0.445856596
#> [24,] 0.226535121 -0.1818735289 -0.444752370 0.539397129
#> [25,] -0.001144038 0.0596821941 0.160981063 -0.144764399
#> [26,] -0.048406260 -0.0492132190 -0.007620268 -0.081456295
#> [27,] -0.012887788 0.1566310170 -0.029012160 0.169370416
#> [28,] -0.027384674 -0.2952921809 -0.208827204 0.021558555
#>
#> , , 26
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] -0.17526692 0.14043944 -0.077374818 0.113893461 0.239538804
#> [2,] 0.16398693 -0.16364047 -0.149124228 -0.061643551 0.074690729
#> [3,] 0.19365322 0.40163724 -0.218202459 0.041327910 0.108778856
#> [4,] -0.26162803 -0.03533165 -0.006600450 -0.052200647 -0.081526892
#> [5,] -0.24047054 0.19661077 -0.058773475 -0.117224324 -0.056923546
#> [6,] -0.04374435 -0.08324148 -0.127187057 0.045375474 -0.044339234
#> [7,] 0.29980329 0.04135309 -0.257354984 -0.326205186 -0.422688668
#> [8,] -0.03405333 0.38280824 0.035607657 0.159604232 -0.057370385
#> [9,] 0.11409131 0.17158834 -0.086546259 0.050209518 0.142536659
#> [10,] 0.42284835 -0.07033178 0.118474993 -0.060928430 0.004608247
#> [11,] -0.16608395 0.10809138 0.102322707 0.094302412 0.114063255
#> [12,] 0.11494255 0.05040111 -0.061367486 0.020972084 0.017643489
#> [13,] -0.08593868 0.17349640 0.006274953 0.115246969 0.028853381
#> [14,] 0.05508235 0.01550735 -0.009653951 -0.047475826 -0.021817482
#> [15,] -0.13985692 0.05099973 0.146712434 -0.016188555 -0.036344802
#> [16,] -0.15172523 0.04584652 -0.150863054 -0.090407426 0.068188006
#> [17,] 0.07178736 -0.03213472 0.070995352 -0.088523088 -0.011179365
#> [18,] -0.05933482 0.18494722 0.071713860 -0.069682758 -0.053638552
#> [19,] 0.10980269 -0.05224536 -0.103163380 -0.019441070 -0.109407379
#> [20,] 0.09444965 -0.11685285 0.191273261 0.131248752 -0.046218546
#> [21,] -0.14898997 0.18341916 -0.050775387 -0.233100870 -0.156135899
#> [22,] 0.31319698 -0.14549110 -0.073182795 -0.008093591 -0.002380186
#> [23,] -0.19651791 0.01273113 -0.358115546 0.060068368 0.181290398
#> [24,] 0.12987070 -0.53946716 0.147594839 -0.177134756 -0.079589807
#> [25,] 0.11988192 -0.21739234 0.132903537 -0.054415145 0.074240847
#> [26,] 0.03461372 -0.01515148 -0.123728104 0.092988534 0.048742734
#> [27,] -0.15665468 -0.22811670 -0.068789497 -0.129076650 -0.266038513
#> [28,] 0.17774738 0.12104563 0.416793628 0.349410115 0.003344925
#> [,6] [,7] [,8] [,9]
#> [1,] 0.02091040 0.114868833 0.086611634 0.216632746
#> [2,] 0.02744673 -0.091675710 0.026689538 0.087373594
#> [3,] 0.54958193 0.446536118 0.027831199 -0.464985674
#> [4,] -0.08702341 -0.017030132 0.001825516 -0.043850865
#> [5,] -0.03272931 0.258476807 0.177965158 0.029921700
#> [6,] 0.01528195 -0.080751982 -0.008194275 0.228316547
#> [7,] -0.29862938 -0.066468746 0.089629217 -0.099585058
#> [8,] -0.21568876 -0.008672487 0.258197746 0.203674535
#> [9,] -0.11374016 -0.312576623 -0.027629232 0.110299322
#> [10,] 0.05115694 -0.103437691 -0.130272946 0.116782198
#> [11,] 0.10647051 0.058739392 0.046410710 -0.002623120
#> [12,] 0.01951729 -0.030198559 0.028718921 -0.008779512
#> [13,] -0.06298896 -0.017142891 0.063862059 0.058704825
#> [14,] 0.02619555 0.038110447 -0.046800289 -0.101352542
#> [15,] -0.17709505 -0.033302511 -0.009430875 -0.134839539
#> [16,] 0.03229862 0.078488925 0.015919382 0.007890059
#> [17,] 0.11555866 0.029396608 0.133303107 -0.049663855
#> [18,] 0.01377884 0.110594138 0.013407127 -0.062729585
#> [19,] -0.02315742 0.104327168 0.025608191 0.061792012
#> [20,] -0.09803993 -0.062180602 -0.018504619 -0.004378583
#> [21,] 0.06613237 0.055108394 0.022309555 -0.039614103
#> [22,] -0.02938143 -0.038253829 -0.126570299 0.020609136
#> [23,] 0.14312093 0.048485649 0.182644463 -0.210909180
#> [24,] -0.40852550 -0.918316743 -0.749474361 -0.135495326
#> [25,] 0.07996240 0.032984886 0.128307410 0.205534883
#> [26,] 0.10480686 -0.023091686 -0.021673539 0.064172721
#> [27,] -0.15507968 -0.386781614 -0.064435562 -0.271430581
#> [28,] 0.04991834 -0.047118518 -0.260458153 -0.145537442
#>
#> , , 27
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.371130352 0.069280613 0.371137651 -0.038421675 -0.032512132
#> [2,] 0.162762059 0.333539445 0.084302270 0.184152902 0.052856944
#> [3,] 0.027843122 -0.346222880 -0.034205003 0.309267725 0.616334922
#> [4,] -0.087461715 0.049884782 -0.071715558 -0.125992022 -0.155030748
#> [5,] -0.204340222 0.311892894 0.070994348 0.061240969 0.121038493
#> [6,] -0.066326525 -0.126425791 0.050953750 -0.193757560 -0.082411105
#> [7,] 0.235154054 0.146288210 -0.316088889 -0.143019854 -0.089257670
#> [8,] 0.148349433 -0.018399292 0.209611621 -0.211084405 0.088424899
#> [9,] 0.002325238 0.108724158 0.092273599 0.059261999 -0.159360733
#> [10,] 0.090396608 0.045613545 0.104525210 -0.025001976 -0.121540070
#> [11,] -0.354494264 0.070024823 -0.221697598 -0.161421780 -0.051810859
#> [12,] 0.369897183 0.116109607 0.079239571 0.036399341 0.046050508
#> [13,] -0.042801520 0.108461731 -0.011127646 -0.065740701 0.023670816
#> [14,] -0.080584682 -0.052506950 -0.048104368 -0.033992329 0.049205448
#> [15,] -0.042157708 -0.106470682 -0.070221156 0.026263920 0.117488219
#> [16,] 0.040080023 -0.052992935 -0.062726907 -0.097649911 -0.077527840
#> [17,] 0.067846026 -0.001701328 0.094839389 0.103665359 0.078335618
#> [18,] -0.280182373 -0.081428179 -0.029481891 -0.081467793 0.123342618
#> [19,] 0.140202113 -0.103603233 0.005167840 -0.028079374 -0.062189087
#> [20,] 0.010265310 0.097520261 0.004607792 0.088629410 0.006888284
#> [21,] 0.005393349 -0.122460744 -0.195884970 -0.099348686 0.061393849
#> [22,] -0.214160147 -0.120446714 0.035682955 0.026428745 0.054107294
#> [23,] -0.049969342 0.013078159 -0.566353351 0.043595908 0.044489428
#> [24,] 0.161273362 0.048467754 0.343279588 0.324849618 -0.352152184
#> [25,] -0.238743032 -0.077453188 0.014888720 -0.035272522 -0.087696324
#> [26,] 0.002197465 0.070190351 0.081532628 -0.003481282 0.036412731
#> [27,] 0.163484264 0.328339404 -0.003517510 -0.010121152 -0.227260298
#> [28,] 0.157257360 -0.147527513 0.181765622 0.059376440 0.150898079
#> [,6] [,7] [,8] [,9]
#> [1,] -0.0010982385 -0.14402275 0.015884184 -0.116786253
#> [2,] 0.0376000908 0.08215816 0.048821932 -0.013679598
#> [3,] 0.1387683860 -1.06778076 0.006095353 0.235116017
#> [4,] -0.1424836136 -0.03002653 0.022074249 -0.070189114
#> [5,] -0.1403301238 0.06769080 0.063031360 0.052279993
#> [6,] -0.0753007629 -0.13848868 -0.126712889 -0.144271210
#> [7,] 0.3847738904 -0.02354944 0.204561908 -0.189083213
#> [8,] 0.2377126498 -0.18396627 0.019217736 0.123361721
#> [9,] 0.0113549752 0.12578095 -0.212570763 -0.176447316
#> [10,] -0.0005787608 -0.03663591 0.032448294 -0.060196433
#> [11,] 0.0117600907 -0.05234131 -0.065766895 -0.075151381
#> [12,] -0.0557895292 0.02398826 0.010201110 0.023650573
#> [13,] 0.0662420780 0.01174762 0.048595799 0.032881000
#> [14,] 0.0844044133 0.06338169 0.009364224 0.052654937
#> [15,] 0.0338759258 -0.16755074 -0.122674028 0.014120477
#> [16,] -0.0479401810 -0.05955886 0.164730738 -0.059750723
#> [17,] -0.1455610163 -0.02344429 -0.052579996 -0.044322781
#> [18,] 0.0405290638 -0.07014539 0.050629848 -0.067629569
#> [19,] -0.1200913159 0.02517036 0.049860884 0.054085884
#> [20,] 0.0968226281 0.07740307 0.025057512 -0.044308375
#> [21,] 0.0432679195 -0.10322839 -0.036857115 -0.006948777
#> [22,] 0.0237706095 0.01610387 0.025870137 0.008908638
#> [23,] 0.4699297153 0.10317538 0.649286980 0.470214589
#> [24,] -0.2603740741 -0.52448099 0.310364358 -0.088846564
#> [25,] -0.1639333643 -0.06337043 -0.111566920 0.058385813
#> [26,] 0.0519555414 0.05455355 -0.050895543 -0.164609886
#> [27,] -0.0089363111 -0.01781297 -0.143076724 -0.123748289
#> [28,] 0.1906378007 -0.23979746 0.027211771 0.102163832
#>
#> , , 28
#>
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.32227711 -0.231537996 -0.079543012 0.272167348 0.027599058
#> [2,] 0.06562780 0.238738264 0.084719901 0.019238611 0.126127144
#> [3,] 0.06518412 -0.065028553 0.331998383 0.022828397 -0.775850579
#> [4,] -0.14380945 0.101767144 -0.096799755 -0.088992535 -0.015133466
#> [5,] -0.16327476 -0.302776068 -0.100956055 -0.043608616 -0.126096915
#> [6,] 0.09718445 0.097890537 0.155644844 0.008657195 -0.142641756
#> [7,] 0.03752962 -0.094931349 -0.259090816 0.184889259 0.139694181
#> [8,] 0.14993305 0.044457479 -0.095758350 0.241781261 0.039006247
#> [9,] -0.10956850 -0.066404000 -0.273624218 -0.174588587 0.126739170
#> [10,] 0.03489549 0.107281870 0.057360298 -0.220970173 -0.079747169
#> [11,] -0.14323207 0.001330978 0.045083070 -0.025869914 -0.048347592
#> [12,] 0.24224603 0.027814585 -0.047416490 0.138955231 0.010106951
#> [13,] -0.17706430 0.089868000 0.028177962 0.060723654 0.034362660
#> [14,] 0.01212397 -0.112602779 0.030390131 -0.041743050 0.002098585
#> [15,] 0.24812689 0.245054758 0.108342355 0.071295002 -0.143572285
#> [16,] -0.15597878 -0.026761351 0.073668186 0.053565431 -0.142260585
#> [17,] 0.06277027 0.128713811 -0.118920437 -0.009732691 0.020224784
#> [18,] -0.02908937 -0.102452139 -0.037873987 0.095274610 0.147853829
#> [19,] -0.16678032 -0.204973983 0.063339216 -0.023299838 -0.083563719
#> [20,] -0.02901368 0.126892504 0.068793165 0.001595321 0.157067920
#> [21,] 0.09657522 -0.018397727 0.148156464 0.044134845 -0.038586613
#> [22,] -0.15154054 -0.041246141 0.003918364 -0.020833200 -0.052012226
#> [23,] 0.03571538 -0.162044752 0.337562539 0.574114915 -0.003889476
#> [24,] 0.05194653 0.049224666 0.225146198 0.137192268 -0.084263087
#> [25,] 0.06968031 0.327368879 0.023443583 0.078747105 -0.034915657
#> [26,] -0.07263863 -0.192923376 0.188208574 0.169096696 0.039533800
#> [27,] -0.18332733 -0.194366928 -0.115453344 -0.167199010 -0.040259034
#> [28,] -0.25614831 0.406155410 0.124050123 0.085134308 0.198027712
#> [,6] [,7] [,8] [,9]
#> [1,] 0.175166861 -0.4250459537 -2.982313e-01 0.075875444
#> [2,] 0.052378449 0.1020555050 -9.891218e-03 0.121566700
#> [3,] 0.251543780 0.2061924026 -2.835047e-01 -0.507370706
#> [4,] -0.065662684 0.0368712423 -7.576311e-03 0.021701860
#> [5,] 0.061171465 0.0705976509 -9.623235e-02 0.101683165
#> [6,] -0.225977810 -0.0300318692 -2.107965e-01 0.062205767
#> [7,] -0.055020167 -0.0296868225 5.173475e-02 -0.111951095
#> [8,] -0.159746048 -0.3738151925 2.223936e-01 0.087418348
#> [9,] 0.070059779 0.0647945101 8.051994e-02 -0.059686391
#> [10,] -0.086196188 0.1016310492 1.247917e-01 0.107442783
#> [11,] -0.005987425 -0.0068213014 6.552605e-02 0.058115362
#> [12,] 0.026399682 0.0339307361 2.211720e-02 0.010724598
#> [13,] 0.006214401 0.0254106812 1.081284e-01 0.070738489
#> [14,] 0.033682536 0.0970287626 2.713676e-02 0.011072082
#> [15,] -0.028262094 -0.0191117897 -7.478723e-02 -0.106174351
#> [16,] -0.168856992 -0.1980217392 -1.092544e-01 -0.055941994
#> [17,] 0.059296068 -0.1612258200 1.229633e-01 0.064799073
#> [18,] 0.249584243 0.1798942837 5.566114e-02 0.162446780
#> [19,] -0.131211844 -0.0136381182 -5.506540e-02 -0.041648335
#> [20,] 0.084821003 0.0579006613 6.451636e-02 0.003553964
#> [21,] 0.056099234 -0.0528594681 9.683795e-05 0.003067929
#> [22,] 0.078543729 0.1050969447 6.707881e-02 -0.094970022
#> [23,] -0.710490501 -0.6002378964 -7.629156e-02 -0.093366800
#> [24,] -0.304305411 -1.0659763766 -2.708212e-01 -0.209640381
#> [25,] 0.016008422 -0.0007741003 5.517136e-02 -0.013403778
#> [26,] -0.016258795 0.0172828841 2.878012e-02 0.161654979
#> [27,] -0.161154015 -0.1136153455 -1.242532e-01 0.086408402
#> [28,] 0.123129545 0.0480357139 9.838876e-02 -0.202230994
#>
#>
#> attr(,"class")
#> [1] "Tensor3"