Fitting a Direct Kernel sPLSR model on the (Deviance) Residuals
Source:R/coxDKsplsDR.R, R/coxDKsplsDR.default.R, R/coxDKsplsDR.formula.R
coxDKsplsDR.RdThis function computes the Cox Model based on sPLSR components computed model with
as explanatory variables: a Kernel transform of Xplan.
It uses the package kernlab to compute the Kernel
transforms of Xplan, the package spls to perform the first step in
SPLSR then mixOmics to perform PLSR step fit.
Usage
coxDKsplsDR(Xplan, ...)
# Default S3 method
coxDKsplsDR(
Xplan,
time,
time2,
event,
type,
origin,
typeres = "deviance",
collapse,
weighted,
scaleX = TRUE,
scaleY = TRUE,
ncomp = min(7, ncol(Xplan)),
modepls = "regression",
plot = FALSE,
allres = FALSE,
eta,
trace = FALSE,
kernel = "rbfdot",
hyperkernel,
verbose = TRUE,
...
)
# S3 method for class 'formula'
coxDKsplsDR(
Xplan,
time,
time2,
event,
type,
origin,
typeres = "deviance",
collapse,
weighted,
scaleX = TRUE,
scaleY = TRUE,
ncomp = min(7, ncol(Xplan)),
modepls = "regression",
plot = FALSE,
allres = FALSE,
dataXplan = NULL,
subset,
weights,
model_frame = FALSE,
eta,
trace = FALSE,
kernel = "rbfdot",
hyperkernel,
verbose = TRUE,
model_matrix = FALSE,
contrasts.arg = NULL,
...
)Arguments
- Xplan
a formula or a matrix with the eXplanatory variables (training) dataset
- ...
Arguments to be passed on to
survival::coxph.- time
for right censored data, this is the follow up time. For interval data, the first argument is the starting time for the interval.
- time2
The status indicator, normally 0=alive, 1=dead. Other choices are
TRUE/FALSE(TRUE= death) or 1/2 (2=death). For interval censored data, the status indicator is 0=right censored, 1=event attime, 2=left censored, 3=interval censored. Although unusual, the event indicator can be omitted, in which case all subjects are assumed to have an event.- event
ending time of the interval for interval censored or counting process data only. Intervals are assumed to be open on the left and closed on the right,
(start, end]. For counting process data, event indicates whether an event occurred at the end of the interval.- type
character string specifying the type of censoring. Possible values are
"right","left","counting","interval", or"interval2". The default is"right"or"counting"depending on whether thetime2argument is absent or present, respectively.- origin
for counting process data, the hazard function origin. This option was intended to be used in conjunction with a model containing time dependent strata in order to align the subjects properly when they cross over from one strata to another, but it has rarely proven useful.
- typeres
character string indicating the type of residual desired. Possible values are
"martingale","deviance","score","schoenfeld","dfbeta","dfbetas", and"scaledsch". Only enough of the string to determine a unique match is required.- collapse
vector indicating which rows to collapse (sum) over. In time-dependent models more than one row data can pertain to a single individual. If there were 4 individuals represented by 3, 1, 2 and 4 rows of data respectively, then
collapse=c(1,1,1,2,3,3,4,4,4,4)could be used to obtain per subject rather than per observation residuals.- weighted
if
TRUEand the model was fit with case weights, then the weighted residuals are returned.- scaleX
Should the
Xplancolumns be standardized ?- scaleY
Should the
timevalues be standardized ?- ncomp
The number of components to include in the model. The number of components to fit is specified with the argument ncomp. It this is not supplied, the maximal number of components is used.
- modepls
character string. What type of algorithm to use, (partially) matching one of "regression", "canonical", "invariant" or "classic". See
plsfor details- plot
Should the survival function be plotted ?)
- allres
FALSE to return only the Cox model and TRUE for additionnal results. See details. Defaults to FALSE.
- eta
Thresholding parameter.
etashould be between 0 and 1.- trace
Print out the progress of variable selection?
- kernel
the kernel function used in training and predicting. This parameter can be set to any function, of class kernel, which computes the inner product in feature space between two vector arguments (see kernels). The
kernlabpackage provides the most popular kernel functions which can be used by setting the kernel parameter to the following strings:- list("rbfdot")
Radial Basis kernel "Gaussian"
- list("polydot")
Polynomial kernel
- list("vanilladot")
Linear kernel
- list("tanhdot")
Hyperbolic tangent kernel
- list("laplacedot")
Laplacian kernel
- list("besseldot")
Bessel kernel
- list("anovadot")
ANOVA RBF kernel
- list("splinedot")
Spline kernel
- hyperkernel
the list of hyper-parameters (kernel parameters). This is a list which contains the parameters to be used with the kernel function. For valid parameters for existing kernels are :
sigma, inverse kernel width for the Radial Basis kernel function "rbfdot" and the Laplacian kernel "laplacedot".degree,scale,offsetfor the Polynomial kernel "polydot".scale, offset for the Hyperbolic tangent kernel function "tanhdot".sigma,order,degreefor the Bessel kernel "besseldot".sigma,degreefor the ANOVA kernel "anovadot".
In the case of a Radial Basis kernel function (Gaussian) or Laplacian kernel, if
hyperkernelis missing, the heuristics in sigest are used to calculate a good sigma value from the data.- verbose
Should some details be displayed ?
- dataXplan
an optional data frame, list or environment (or object coercible by
as.data.frameto a data frame) containing the variables in the model. If not found indataXplan, the variables are taken fromenvironment(Xplan), typically the environment from whichcoxDKsplsDRis called.- subset
an optional vector specifying a subset of observations to be used in the fitting process.
- weights
an optional vector of 'prior weights' to be used in the fitting process. Should be
NULLor a numeric vector.- model_frame
If
TRUE, the model frame is returned.- model_matrix
If
TRUE, the model matrix is returned.- contrasts.arg
a list, whose entries are values (numeric matrices, functions or character strings naming functions) to be used as replacement values for the contrasts replacement function and whose names are the names of columns of data containing factors.
Value
If allres=FALSE :
- cox_DKsplsDR
Final Cox-model.
If
allres=TRUE :
- tt_DKsplsDR
sPLSR components.
- cox_DKsplsDR
Final Cox-model.
- DKsplsDR_mod
The sPLSR model.
Details
If allres=FALSE returns only the final Cox-model. If
allres=TRUE returns a list with the sPLS components, the final
Cox-model and the sPLSR model. allres=TRUE is useful for evluating
model prediction accuracy on a test sample.
References
plsRcox, Cox-Models in a high dimensional setting in R, Frederic
Bertrand, Philippe Bastien, Nicolas Meyer and Myriam Maumy-Bertrand (2014).
Proceedings of User2014!, Los Angeles, page 152.
Deviance residuals-based sparse PLS and sparse kernel PLS regression for censored data, Philippe Bastien, Frederic Bertrand, Nicolas Meyer and Myriam Maumy-Bertrand (2015), Bioinformatics, 31(3):397-404, doi:10.1093/bioinformatics/btu660.
Author
Frédéric Bertrand
frederic.bertrand@lecnam.net
https://fbertran.github.io/homepage/
Examples
data(micro.censure)
data(Xmicro.censure_compl_imp)
X_train_micro <- apply((as.matrix(Xmicro.censure_compl_imp)),FUN="as.numeric",MARGIN=2)[1:80,]
X_train_micro_df <- data.frame(X_train_micro)
Y_train_micro <- micro.censure$survyear[1:80]
C_train_micro <- micro.censure$DC[1:80]
(cox_DKsplsDR_fit=coxDKsplsDR(X_train_micro,Y_train_micro,C_train_micro,ncomp=6,
validation="CV",eta=.5))
#> Kernel : rbfdot
#> Estimated_sigma 0.01188535
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 3.927e+00 5.075e+01 1.317e+00 2.982 0.00287
#> dim.2 8.755e+00 6.339e+03 2.718e+00 3.221 0.00128
#> dim.3 4.488e+00 8.895e+01 1.626e+00 2.760 0.00578
#> dim.4 1.287e+01 3.901e+05 4.256e+00 3.025 0.00249
#> dim.5 9.183e+00 9.729e+03 3.500e+00 2.624 0.00870
#> dim.6 5.299e+00 2.000e+02 2.721e+00 1.947 0.05149
#>
#> Likelihood ratio test=64.12 on 6 df, p=6.528e-12
#> n= 80, number of events= 17
(cox_DKsplsDR_fit=coxDKsplsDR(~X_train_micro,Y_train_micro,C_train_micro,ncomp=6,
validation="CV",eta=.5))
#> Kernel : rbfdot
#> Estimated_sigma 0.01339815
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 4.881e+00 1.318e+02 1.507e+00 3.239 0.00120
#> dim.2 9.277e+00 1.069e+04 2.993e+00 3.100 0.00194
#> dim.3 8.045e+00 3.117e+03 2.706e+00 2.973 0.00295
#> dim.4 1.390e+01 1.090e+06 4.397e+00 3.162 0.00157
#> dim.5 5.390e+00 2.193e+02 2.362e+00 2.282 0.02247
#> dim.6 9.300e+00 1.093e+04 3.403e+00 2.733 0.00627
#>
#> Likelihood ratio test=70.48 on 6 df, p=3.254e-13
#> n= 80, number of events= 17
(cox_DKsplsDR_fit=coxDKsplsDR(~.,Y_train_micro,C_train_micro,ncomp=6,
validation="CV",dataXplan=data.frame(X_train_micro),eta=.5))
#> Kernel : rbfdot
#> Estimated_sigma 0.0126602
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 3.907e+00 4.977e+01 1.342e+00 2.912 0.00359
#> dim.2 9.276e+00 1.068e+04 3.088e+00 3.004 0.00267
#> dim.3 6.825e+00 9.208e+02 2.616e+00 2.609 0.00907
#> dim.4 1.450e+01 1.987e+06 4.763e+00 3.045 0.00233
#> dim.5 3.820e+00 4.562e+01 2.110e+00 1.811 0.07016
#> dim.6 9.708e+00 1.644e+04 3.892e+00 2.495 0.01261
#>
#> Likelihood ratio test=68.5 on 6 df, p=8.315e-13
#> n= 80, number of events= 17
(cox_DKsplsDR_fit=coxDKsplsDR(X_train_micro,Y_train_micro,C_train_micro,ncomp=6,
validation="CV",allres=TRUE,eta=.5))
#> Kernel : rbfdot
#> Estimated_sigma 0.01257173
#> $tt_DKsplsDR
#> dim.1 dim.2 dim.3 dim.4 dim.5
#> 1 -0.121790684 -0.473691585 -0.145338101 0.102999939 -0.233358691
#> 2 0.099074418 -0.099199263 0.278473115 -0.315555868 -0.231083042
#> 3 0.296838275 -0.006615040 0.081419414 -0.023798090 -0.046039527
#> 4 0.051349559 0.009894263 0.019557261 -0.142891471 -0.052246463
#> 5 0.410079081 -0.074469562 -0.373085930 0.047929694 -0.163834848
#> 6 -0.156761121 0.087317636 -0.291046834 -0.220100026 -0.244601906
#> 7 -0.224021060 0.134006502 -0.114451422 0.098228555 -0.090843228
#> 8 0.534985562 0.168740740 -0.252991364 0.033271225 0.189691009
#> 9 0.014878709 -0.238660642 0.268693740 -0.132566203 -0.147975539
#> 10 0.058561502 -0.009125499 0.128426559 -0.085109923 -0.219708206
#> 11 0.156509356 0.243190777 -0.158265128 0.325679267 0.237948905
#> 12 -0.450081791 0.087981425 -0.169734813 0.273245604 0.257829167
#> 13 0.226330737 -0.307163481 -0.050748146 -0.085549876 0.217211721
#> 14 -0.328958831 0.199516058 -0.227830949 -0.256595682 -0.037946590
#> 15 0.112742982 -0.367899025 0.210453996 0.230858471 0.155935990
#> 16 0.278426225 -0.158602614 -0.179300434 0.030742729 -0.233625061
#> 17 -0.323550165 -0.018016073 0.027489895 -0.048332290 0.101447688
#> 18 -0.267416820 -0.266616149 -0.018270556 0.107443472 -0.072080538
#> 19 0.014338057 0.052042242 0.132870718 -0.083839530 0.334461327
#> 20 -0.420687146 0.184006234 -0.152344545 -0.151331700 0.012213730
#> 21 -0.118591262 -0.103849045 0.163195286 0.148910035 -0.362264380
#> 22 -0.006505229 -0.248397401 -0.134724657 0.156406826 0.056385585
#> 23 0.117981295 -0.054902764 0.220486736 -0.054098192 0.038377210
#> 24 0.136973301 0.286319404 -0.272183193 -0.159496650 -0.300619784
#> 25 -0.514037233 -0.103014201 -0.222564390 0.105079833 0.010009963
#> 26 -0.412700166 0.265811678 -0.065615652 -0.054082576 -0.079049367
#> 27 0.326985750 -0.029937477 -0.065600623 -0.037960895 0.028073167
#> 28 0.356681120 -0.093455701 -0.151944343 0.021127082 -0.229659001
#> 29 -0.295828632 0.197219190 0.354474571 -0.017996266 -0.246097656
#> 30 -0.296114761 0.155242497 -0.105866362 -0.009234395 -0.225396832
#> 31 0.282660495 0.078794236 0.312855348 0.315467727 0.049202379
#> 32 -0.265763773 -0.095942399 -0.073271019 0.027212258 -0.079107733
#> 33 -0.329337516 -0.204220965 0.410390218 -0.039009757 -0.054404757
#> 34 -0.140970600 0.155575282 -0.049718042 -0.187780690 0.379468020
#> 35 0.333005428 -0.007374591 -0.185629140 0.128427466 0.077189234
#> 36 -0.056341404 -0.020350586 -0.030940291 -0.023235420 0.301668462
#> 37 0.260019327 0.403335796 -0.035832327 0.148332646 -0.128590374
#> 38 -0.238798007 0.131807007 0.045651749 0.157652159 -0.082534443
#> 39 -0.431403586 0.171688665 0.139138157 0.012849329 -0.353682105
#> 40 0.137037111 -0.079947150 0.099575155 0.225762032 -0.159761050
#> 41 -0.095971276 0.045510774 0.157109424 0.018327008 -0.208301055
#> 42 0.404904475 -0.220050189 -0.203952074 0.098205073 -0.022783745
#> 43 -0.416457083 -0.005624456 0.088139415 0.356575181 0.134291283
#> 44 -0.096492233 -0.005152557 0.225870634 -0.090455898 -0.550936561
#> 45 -0.311530965 0.193101967 0.150504900 -0.153277399 -0.010190549
#> 46 0.122192016 0.074676200 -0.523806438 0.027168940 -0.213641503
#> 47 0.022045188 -0.046514704 -0.041531788 -0.115848724 -0.204960015
#> 48 0.213921304 -0.046241427 -0.133679853 -0.347626396 -0.248325731
#> 49 0.319703840 -0.047307082 -0.128460341 0.082772617 -0.118676672
#> 50 0.027866882 -0.094093273 0.048712517 -0.022607172 0.219172254
#> 51 -0.127104009 -0.265198421 0.148833550 0.023051843 0.268338494
#> 52 0.567214126 -0.175908179 0.163686695 -0.174565133 -0.130308155
#> 53 0.139286803 -0.223770445 0.339343315 0.012422355 -0.199749917
#> 54 0.170550917 0.487789062 0.371923192 0.100483714 0.033624576
#> 55 0.438442634 0.315811577 0.459896079 0.061367993 -0.048697503
#> 56 -0.309262076 -0.276120034 0.106997206 0.222452196 0.040636563
#> 57 -0.466446033 -0.273615461 0.063918980 0.077830741 0.173104756
#> 58 -0.178648012 0.418597719 0.302543294 -0.106694295 0.007634432
#> 59 -0.250864672 0.256080928 -0.253786359 0.152442248 -0.232254646
#> 60 -0.334968550 0.048586538 -0.144967233 0.094824934 0.265873307
#> 61 0.123727199 0.309379329 -0.074290074 -0.117792291 0.218404663
#> 62 0.197568646 -0.218401777 0.222556905 0.006512711 0.399223532
#> 63 0.648443652 0.227320920 0.094177788 0.292515495 0.165030254
#> 64 0.321681297 -0.361570147 -0.138225739 -0.302993948 -0.119931423
#> 65 0.404508970 0.061746872 0.324196799 -0.128960798 0.143942309
#> 66 -0.076074023 0.066506122 -0.031856339 -0.154649863 0.242256400
#> 67 -0.330545736 -0.267460541 -0.314506700 -0.025503388 0.192087662
#> 68 0.044352078 -0.035682178 -0.093801762 0.136742299 0.079872699
#> 69 0.265740009 0.124744748 0.071201908 -0.002059521 0.308829157
#> 70 -0.136215446 -0.017988929 -0.089477792 -0.047630338 0.067506690
#> 71 -0.017513188 0.006268883 -0.033798094 0.238910488 -0.214005839
#> 72 0.063135828 0.329508021 0.008886557 0.041255815 0.074567182
#> 73 0.219750363 -0.031968837 0.094673547 -0.227657877 0.299370802
#> 74 -0.141029123 -0.052865064 -0.075645077 -0.143425574 0.094549645
#> 75 0.404834134 -0.127589716 -0.076198776 -0.124383448 0.136513883
#> 76 0.381904725 0.109252249 -0.444454405 0.131196957 -0.095193096
#> 77 -0.208337508 -0.094780426 -0.016699842 -0.261358910 0.365336904
#> 78 -0.092212860 -0.097867875 -0.074708084 -0.038869578 0.152102291
#> 79 -0.342310407 0.163159969 -0.093461140 -0.259218059 0.361049301
#> 80 -0.375590390 -0.203308575 0.178281546 0.101459155 -0.197965070
#> dim.6
#> 1 -0.144350053
#> 2 0.049008586
#> 3 -0.123856670
#> 4 -0.149502425
#> 5 -0.056488454
#> 6 0.153377044
#> 7 -0.127110912
#> 8 0.104683812
#> 9 -0.042168675
#> 10 -0.117226258
#> 11 0.213781770
#> 12 0.070576160
#> 13 0.008145596
#> 14 0.159433422
#> 15 -0.166701351
#> 16 0.260236354
#> 17 0.135652883
#> 18 0.215387595
#> 19 -0.143452680
#> 20 0.092625910
#> 21 -0.026396006
#> 22 0.340937235
#> 23 -0.214356779
#> 24 -0.124542478
#> 25 0.129289737
#> 26 -0.072428199
#> 27 -0.156275184
#> 28 -0.343245060
#> 29 -0.086350277
#> 30 -0.070378707
#> 31 0.132805426
#> 32 0.010992262
#> 33 -0.007119609
#> 34 0.011088086
#> 35 0.185045561
#> 36 -0.204298731
#> 37 0.044586415
#> 38 0.013622053
#> 39 0.110694855
#> 40 0.117254299
#> 41 -0.039158463
#> 42 -0.261952536
#> 43 0.097739147
#> 44 -0.057677521
#> 45 0.157595842
#> 46 -0.053304135
#> 47 -0.046435322
#> 48 0.069385446
#> 49 0.066972770
#> 50 -0.188561998
#> 51 -0.129068312
#> 52 0.185317634
#> 53 -0.181910408
#> 54 0.087538092
#> 55 0.131093829
#> 56 -0.119155309
#> 57 0.019290061
#> 58 0.094353840
#> 59 -0.180782586
#> 60 -0.213037352
#> 61 -0.304698361
#> 62 -0.034878295
#> 63 0.119240808
#> 64 0.247289201
#> 65 0.086342696
#> 66 -0.159410959
#> 67 0.054686030
#> 68 0.043708883
#> 69 -0.014920963
#> 70 0.135574455
#> 71 -0.264727795
#> 72 -0.100053862
#> 73 0.078585059
#> 74 -0.020185933
#> 75 0.233752033
#> 76 -0.033688545
#> 77 -0.055878041
#> 78 0.076148743
#> 79 0.023527757
#> 80 0.268367816
#>
#> $cox_DKsplsDR
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 3.728e+00 4.161e+01 1.269e+00 2.937 0.00331
#> dim.2 1.027e+01 2.881e+04 3.443e+00 2.983 0.00286
#> dim.3 6.787e+00 8.861e+02 2.693e+00 2.520 0.01173
#> dim.4 1.499e+01 3.230e+06 4.985e+00 3.007 0.00264
#> dim.5 6.224e+00 5.047e+02 2.789e+00 2.231 0.02565
#> dim.6 1.249e+01 2.652e+05 4.971e+00 2.512 0.01200
#>
#> Likelihood ratio test=70.45 on 6 df, p=3.303e-13
#> n= 80, number of events= 17
#>
#> $DKsplsDR_mod
#> $x
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.6340306910 -0.0469599797 0.026396788 -0.065565697 0.125680596
#> [2,] -0.0442163360 0.6312870474 0.097206575 0.075571045 -0.076299977
#> [3,] 0.0658644183 0.1339305611 0.594563061 0.019259758 0.090367958
#> [4,] -0.0525828126 0.0858102857 -0.007224988 0.621047807 -0.018470496
#> [5,] 0.1557316800 -0.0489925366 0.080951412 -0.001402296 0.603979607
#> [6,] -0.1064615622 -0.1116879593 -0.115136578 -0.075696828 0.004526298
#> [7,] 0.0270686268 -0.0790588661 -0.071831451 0.036285175 -0.035814199
#> [8,] -0.0742902094 -0.0754661957 0.089959918 0.005713492 0.060541444
#> [9,] 0.1372895023 0.0969862455 0.049755766 -0.014358533 -0.060668481
#> [10,] 0.0272818210 0.1955113879 -0.003603994 -0.015363520 -0.030428476
#> [11,] -0.0214923733 -0.1832633191 -0.130981415 -0.091646196 -0.004541978
#> [12,] -0.0431409377 -0.1192663572 -0.038310825 -0.019566382 -0.035641384
#> [13,] -0.0759068757 0.0015640600 -0.035738548 -0.091563423 -0.044479594
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#> [,16] [,17] [,18] [,19] [,20]
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#> [63,] 0.006622028 -1.600518e-01 -0.155409037 -0.0209002130 -7.099044e-02
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#> [65,] 0.036246209 -2.100498e-02 0.104017664 0.0237870380 -6.577417e-02
#> [66,] -0.098057290 -6.185947e-02 -0.088530967 0.0838805115 5.792773e-02
#> [67,] -0.042742371 5.475528e-02 0.107028830 -0.0006282298 5.168282e-02
#> [68,] 0.124816448 -2.089862e-02 0.019767772 0.0049532633 1.499305e-01
#> [69,] 0.010351267 -3.830362e-02 -0.043596870 0.1739526155 6.914722e-02
#> [70,] -0.050867966 -3.809423e-03 0.085151324 -0.0002841670 7.435571e-02
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#> [79,] -0.103893453 1.068366e-01 -0.094372695 0.1434846762 2.614534e-01
#> [80,] 0.042875772 5.662827e-02 0.140961847 -0.1038673740 -8.632889e-03
#> [,21] [,22] [,23] [,24] [,25]
#> [1,] 0.090653183 -0.0018549181 -0.102172406 -0.020620189 -0.045690688
#> [2,] 0.088311211 -0.0497556509 0.045518659 -0.062052573 -0.143363680
#> [3,] 0.050263589 0.0348536016 0.086602419 0.059341960 0.007117742
#> [4,] 0.016096520 -0.1409963666 -0.008632737 0.027976827 -0.129318091
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#> [6,] -0.062909110 0.0328277539 -0.085247758 -0.014796213 0.134314582
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#> [8,] -0.113024022 0.0050158064 -0.039422912 0.057909570 -0.027406638
#> [9,] -0.014554657 0.0066744333 -0.033891619 -0.048495511 -0.022204512
#> [10,] 0.147395275 -0.1151112458 0.011902503 -0.086992817 -0.154842632
#> [11,] -0.133976760 -0.0329349395 -0.144813087 -0.031785943 -0.068806122
#> [12,] -0.090506415 0.0778482042 -0.039794773 -0.019826506 0.200670087
#> [13,] -0.124118349 0.0597620872 0.043175339 -0.157569184 -0.087441943
#> [14,] 0.008879222 0.0868253544 -0.031942688 0.165962412 0.160604166
#> [15,] -0.047074369 0.0106045437 0.018742643 -0.103355119 -0.039799225
#> [16,] 0.114585835 0.0616612474 -0.063545052 0.116221861 -0.081795747
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#> [18,] 0.098146591 -0.0059895034 -0.016185468 0.002710745 0.085253801
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#> [20,] -0.050209371 -0.0298175403 -0.102127396 0.114516354 0.060760244
#> [21,] 0.620524680 0.0060532414 0.040534344 0.033936663 -0.018568457
#> [22,] 0.003720954 0.6228569671 -0.013457561 -0.083365453 0.129807332
#> [23,] 0.059157632 0.0074980135 0.601901392 -0.076506374 -0.019083934
#> [24,] 0.027024275 -0.0879455533 -0.102042048 0.627437067 -0.060064680
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#> [29,] -0.049321432 -0.0561486891 -0.009356098 -0.049176037 0.002388926
#> [30,] 0.054134461 -0.0546890059 -0.043708049 -0.001150717 0.004203870
#> [31,] 0.042958500 0.1597814749 0.054720877 0.044652703 0.017200790
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#> [39,] 0.110053546 0.0032919206 -0.026996955 0.004206216 0.119255647
#> [40,] 0.038843570 0.1723311438 -0.023701637 0.032603004 0.067387588
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#> [43,] 0.125863134 0.1046111432 -0.017701887 -0.054513265 0.035437175
#> [44,] 0.061174346 0.0562771479 0.016557802 -0.029301740 -0.008354426
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#> [46,] 0.007583415 0.0373180570 -0.043302386 0.026083632 0.091740239
#> [47,] 0.140768033 -0.0576628680 -0.001951678 0.065574936 -0.023629087
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#> [62,] -0.026705049 0.0585077458 0.204688091 -0.105523256 -0.059175944
#> [63,] -0.125940397 -0.0508143715 -0.045565545 0.039037162 -0.104428404
#> [64,] 0.018101110 0.1438988392 0.008396643 -0.033409888 -0.088911579
#> [65,] 0.005697923 -0.0887075710 0.080149552 -0.023008965 -0.122498607
#> [66,] -0.055980679 0.0066645434 0.096642321 0.025849673 0.020537609
#> [67,] 0.003470981 -0.0002494483 0.049601839 0.025371573 0.057421742
#> [68,] 0.055508536 -0.0220030442 -0.072416289 0.096116282 0.053236898
#> [69,] -0.008895077 -0.0221341319 0.017412533 0.036598558 -0.048773924
#> [70,] -0.104156648 -0.0103569671 -0.089423829 -0.001683960 0.171717748
#> [71,] 0.029484692 0.0011572678 -0.069797165 -0.096977166 -0.023742076
#> [72,] -0.129863748 -0.0497053284 -0.101014727 0.058739391 0.019055035
#> [73,] -0.080007447 0.0223100906 0.106434810 -0.095315679 -0.107075600
#> [74,] 0.014465805 -0.0415685998 -0.065898657 -0.006197598 -0.022600512
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#> [55,] -0.0198038948 0.0463176156 0.006289502 0.0242114472 7.645649e-02
#> [56,] -0.0013805218 -0.1045357048 -0.036650279 0.0031136503 -8.684716e-02
#> [57,] -0.0819732842 -0.0272610235 -0.053092488 0.0222779252 -3.697858e-02
#> [58,] -0.0210207464 -0.0221067649 0.069661276 0.0306565568 -3.266264e-02
#> [59,] 0.1293708310 0.0394887356 -0.143018587 -0.0108996521 -1.053347e-01
#> [60,] 0.0288186810 0.0451639335 0.008948458 0.0204152971 -4.721917e-02
#> [61,] -0.0624179209 0.0817085857 0.038525006 0.0180208224 -5.531318e-02
#> [62,] 0.0261774243 -0.0910243511 0.279691626 0.0586370427 6.248537e-02
#> [63,] -0.0251725098 0.0272354324 -0.069062762 -0.1365275975 1.146992e-01
#> [64,] -0.0418267284 -0.0944278514 0.078322267 0.0303643530 1.039965e-01
#> [65,] -0.0760715248 -0.0002292269 0.145809325 -0.0160986147 7.666550e-02
#> [66,] -0.0684855818 0.0674513152 0.118586702 0.0906387444 -3.015653e-02
#> [67,] -0.0487027350 -0.0178968053 -0.085357399 0.1393548641 3.623985e-03
#> [68,] -0.0740156311 0.0636761804 -0.078030232 -0.0322049177 3.063371e-02
#> [69,] -0.0286632761 0.0380083827 0.040307895 0.0329094820 8.790933e-02
#> [70,] 0.0015817616 0.0215518610 -0.045287570 0.0019997001 9.800136e-02
#> [71,] 0.6350186701 -0.0986637585 -0.112221120 0.0792739724 -3.843819e-02
#> [72,] -0.0863782818 0.6227331934 -0.115709029 -0.0552575813 -1.791149e-04
#> [73,] -0.0896573259 -0.1054307112 0.612454876 0.0011859479 4.122448e-02
#> [74,] 0.1180605092 -0.0287565211 0.017408691 0.5962321333 6.022705e-02
#> [75,] -0.0065583390 0.0194152551 0.050540532 0.0533203634 6.031388e-01
#> [76,] 0.0953489910 0.0092890309 -0.068994982 0.0250257789 -3.260612e-05
#> [77,] 0.0058308363 -0.0449490979 0.180210719 0.0889884201 5.249187e-02
#> [78,] 0.0037563514 0.1201537432 -0.075147920 0.1460349934 1.021604e-01
#> [79,] -0.0755554911 0.0574815556 0.062220716 0.1042989753 1.770312e-02
#> [80,] 0.0475166863 -0.0512239380 -0.108297004 -0.0093292047 7.414131e-03
#> [,76] [,77] [,78] [,79] [,80]
#> [1,] -0.009046477 -0.1382364557 -0.0533580979 -0.138705435 0.011187097
#> [2,] -0.145983401 0.0063043000 0.0080203816 -0.030828650 0.038056948
#> [3,] -0.024211059 -0.0064021603 0.1330162926 -0.035854605 -0.026068756
#> [4,] -0.042019115 0.0712521513 -0.0483424750 -0.004891886 -0.075290678
#> [5,] 0.339261351 -0.1065691599 -0.0038408729 -0.107019458 -0.069647294
#> [6,] 0.011672364 -0.0076922908 -0.0813152211 -0.045080607 0.034760500
#> [7,] -0.027091550 -0.0343109468 -0.1301513651 -0.033051117 -0.024033960
#> [8,] 0.094947839 -0.0352640139 0.0009405435 -0.035009342 -0.124252627
#> [9,] -0.112722139 -0.0357197826 -0.0337387517 -0.065049097 0.067008666
#> [10,] -0.089129209 -0.0756881621 -0.1100622868 -0.102137461 -0.111047722
#> [11,] 0.115114304 -0.1319716595 -0.1826189695 -0.096184325 -0.174141786
#> [12,] 0.055480941 0.0355807644 0.0383059688 0.094270013 0.012484716
#> [13,] -0.013411565 0.0584410139 -0.0265696750 -0.029320394 -0.086668036
#> [14,] -0.035215832 0.0924922416 0.0958916734 0.188266602 0.063726916
#> [15,] -0.087544191 -0.0094534728 -0.0482789178 -0.085383499 -0.032157899
#> [16,] 0.134045557 -0.1718355224 -0.0226316182 -0.135453046 0.022168583
#> [17,] -0.025655498 -0.0170980178 -0.0100661868 0.089208539 0.049852651
#> [18,] -0.010139048 -0.1393107263 -0.0087235560 -0.096263617 0.149923328
#> [19,] -0.067291040 0.1672443071 0.0710574297 0.133955699 -0.102543948
#> [20,] -0.065279869 0.0045056098 -0.0341553350 0.243568973 -0.015664869
#> [21,] -0.035148671 -0.1227928665 -0.0623440259 -0.141396172 0.119748691
#> [22,] -0.045051016 -0.0156212417 0.0266188514 -0.097599300 0.077892379
#> [23,] -0.093729925 0.0960481739 -0.0298136477 -0.006133056 -0.014924924
#> [24,] 0.080092583 -0.1043517409 0.0440722288 0.028391521 -0.051964439
#> [25,] -0.030861919 0.0476493934 0.0477209105 -0.006234280 0.228349408
#> [26,] -0.052739165 -0.0046839613 -0.1067594393 0.021786573 -0.076513178
#> [27,] 0.022931009 -0.0255559066 -0.0886323565 -0.114338050 -0.115786167
#> [28,] -0.018396207 -0.1221630386 -0.0580836633 -0.142343888 -0.114930818
#> [29,] -0.140866677 -0.0845493198 -0.0465514153 -0.022023604 0.025614923
#> [30,] 0.014422158 -0.0819994031 -0.1078849554 -0.055325094 -0.037015200
#> [31,] 0.013449670 0.0033316712 0.0511285430 -0.077219379 0.123653651
#> [32,] -0.103906480 0.0588702073 -0.0262356784 -0.004149248 -0.033836486
#> [33,] -0.156268042 0.1066466149 0.0536742375 0.051333599 0.154917913
#> [34,] -0.023126713 0.1504672468 0.1558076578 0.254133404 -0.030423684
#> [35,] 0.111539175 -0.0910833377 -0.0671536296 -0.038779399 -0.150229411
#> [36,] 0.017003265 0.1361654118 0.1936754112 0.091465240 -0.023401187
#> [37,] 0.121933859 -0.1306632267 0.0103952497 -0.019084561 -0.057953701
#> [38,] -0.039363378 -0.0833313354 -0.0100868454 -0.028560311 0.012782454
#> [39,] -0.035606983 -0.1230769078 -0.0913476574 -0.072790453 0.211029750
#> [40,] -0.015970036 -0.0259357988 0.1030743480 -0.075398242 0.118352932
#> [41,] -0.143190741 -0.0371517577 -0.1002696961 -0.063678007 0.053058495
#> [42,] 0.057485307 -0.0787852030 -0.1390624913 -0.153826059 -0.131065079
#> [43,] -0.039300242 0.0268213406 -0.0130629501 0.028574798 -0.001008495
#> [44,] -0.114495963 -0.0850071074 -0.0553285254 -0.102864320 0.167691125
#> [45,] -0.110356969 -0.0564845505 -0.0853821143 0.052819464 0.041774836
#> [46,] 0.340473339 -0.1059572893 -0.0036353542 -0.071926144 -0.037180481
#> [47,] 0.029831552 -0.0975860926 -0.0313116639 -0.033946559 0.029005154
#> [48,] -0.036476817 -0.0449707026 -0.1331957671 -0.115142856 -0.051459494
#> [49,] 0.234851913 -0.1321027358 -0.1036423629 -0.146773630 -0.033664971
#> [50,] 0.006197003 0.0487094268 -0.0379643351 -0.027322765 -0.083648270
#> [51,] -0.059754068 0.0903509383 -0.0012523441 0.040670877 -0.072123194
#> [52,] -0.034001563 -0.0286898716 -0.0253718168 -0.105550936 0.017899037
#> [53,] -0.105029785 -0.0392470400 -0.0007088853 -0.105163281 0.103288624
#> [54,] 0.003588740 -0.0237508885 -0.0878688768 0.004003968 -0.058709423
#> [55,] 0.024937442 -0.0520058915 0.0309087711 -0.062089431 0.046337655
#> [56,] -0.049954039 -0.0410645790 -0.0429037877 0.014985481 -0.004660522
#> [57,] -0.066551127 0.0166638672 0.1061162353 0.129378337 0.057380728
#> [58,] -0.029820253 0.0629526798 -0.0561957889 0.139993098 0.059529109
#> [59,] 0.037736712 -0.1233430873 -0.0964351787 -0.048664471 -0.052118853
#> [60,] 0.027111350 0.1835673419 0.0307133962 0.104419218 -0.030887941
#> [61,] -0.008255748 0.0727063880 -0.0467066632 0.165952992 -0.178042593
#> [62,] -0.043554299 0.1987811258 0.0066250718 0.011295659 -0.024518676
#> [63,] 0.048566798 -0.0556483265 -0.0167565869 -0.061880012 -0.092177093
#> [64,] 0.008777199 -0.0332505631 0.0509721605 -0.079454728 0.053546701
#> [65,] -0.065334161 -0.0035252225 -0.0731250215 -0.054671722 -0.064007173
#> [66,] -0.065366155 0.1490969477 0.0976869362 0.133408226 -0.083382904
#> [67,] -0.038569055 -0.0009336277 0.0930005833 0.078916150 -0.055899100
#> [68,] 0.105818387 -0.0741301950 -0.0003010493 0.004407281 0.012023760
#> [69,] 0.034147302 0.0574251258 0.0167557067 0.116977478 -0.106606554
#> [70,] -0.050563588 0.1049039249 0.0140433237 0.044366721 0.117306438
#> [71,] 0.085816664 -0.0287760910 -0.0299162908 -0.112430361 0.021494220
#> [72,] 0.012042180 -0.0672705485 0.0987665776 0.032892162 -0.064960928
#> [73,] -0.055963515 0.1681675862 -0.0862567683 0.047909640 -0.111755677
#> [74,] 0.054279988 0.0931680296 0.1511488880 0.106210642 0.003434866
#> [75,] 0.022314913 0.0497647872 0.1003675792 0.012708101 0.013271512
#> [76,] 0.625486343 -0.1431851809 -0.0152604855 -0.083342667 -0.080303180
#> [77,] -0.118110581 0.6004117428 0.0953135630 0.247915179 -0.016241291
#> [78,] 0.008879829 0.0943792780 0.6013460278 0.130717326 0.117227521
#> [79,] -0.056000124 0.2501831218 0.1339195535 0.598143800 -0.061858830
#> [80,] -0.063813041 -0.0248257521 0.1095773457 -0.072711233 0.608996204
#> attr(,"scaled:center")
#> [1] 0.3659693 0.3687130 0.4054369 0.3789522 0.3960204 0.3713510 0.3697721
#> [8] 0.3745129 0.3976914 0.3407758 0.3406323 0.3981697 0.3701728 0.3964769
#> [15] 0.3853002 0.3702966 0.3842282 0.3999653 0.3923272 0.3839718 0.3794753
#> [22] 0.3771430 0.3980986 0.3725629 0.3884747 0.3750235 0.3636380 0.3563959
#> [29] 0.3723002 0.3641653 0.3995765 0.3411732 0.3843096 0.3902665 0.3239239
#> [36] 0.4133588 0.3774766 0.3834619 0.3789578 0.3855780 0.3725148 0.3631459
#> [43] 0.3861785 0.3669268 0.3807972 0.3794865 0.3919303 0.3506442 0.3809565
#> [50] 0.3779789 0.3942410 0.3718866 0.3964180 0.3996274 0.4041731 0.3801186
#> [57] 0.3910684 0.3954690 0.3660235 0.4018754 0.3837985 0.4173118 0.3456438
#> [64] 0.3860567 0.4043647 0.3997507 0.3860025 0.3861651 0.4117573 0.3834826
#> [71] 0.3649813 0.3772668 0.3875451 0.4037679 0.3968612 0.3745137 0.3995883
#> [78] 0.3986540 0.4018562 0.3910038
#>
#> $y
#> [,1]
#> 1 -1.34092076
#> 2 -0.40354514
#> 3 -0.08804619
#> 4 -0.19662129
#> 5 -0.83292838
#> 6 -0.24326776
#> 7 -0.24326776
#> 8 1.71759798
#> 9 -0.40354514
#> 10 -0.01470504
#> 11 2.24746138
#> 12 -0.08804619
#> 13 -0.24326776
#> 14 -0.95351156
#> 15 -0.01470504
#> 16 -0.01470504
#> 17 -0.40354514
#> 18 -0.24326776
#> 19 0.80319493
#> 20 -0.95351156
#> 21 -0.29286530
#> 22 -0.14620204
#> 23 -0.24326776
#> 24 -0.83292838
#> 25 -0.95351156
#> 26 -0.01470504
#> 27 -0.29286530
#> 28 -0.29286530
#> 29 -0.24326776
#> 30 -0.08804619
#> 31 2.44413581
#> 32 -0.34683102
#> 33 -0.40354514
#> 34 -0.59103998
#> 35 1.45423823
#> 36 -0.83292838
#> 37 1.84475166
#> 38 -0.40354514
#> 39 -0.01470504
#> 40 1.22055754
#> 41 -0.01470504
#> 42 -0.34683102
#> 43 -0.19662129
#> 44 -0.83292838
#> 45 -0.01470504
#> 46 -0.77069581
#> 47 -0.95351156
#> 48 -0.29286530
#> 49 -0.24326776
#> 50 0.04504303
#> 51 -0.65052072
#> 52 0.61191952
#> 53 -0.19662129
#> 54 2.09707181
#> 55 2.74899002
#> 56 -0.40354514
#> 57 -0.95351156
#> 58 -0.01470504
#> 59 -0.34683102
#> 60 -0.83292838
#> 61 -0.14620204
#> 62 1.59220679
#> 63 1.97001211
#> 64 -0.24326776
#> 65 1.11276978
#> 66 -0.01470504
#> 67 -0.29286530
#> 68 -0.34683102
#> 69 1.33191320
#> 70 -0.83292838
#> 71 -0.83292838
#> 72 1.00663078
#> 73 -0.29286530
#> 74 -0.34683102
#> 75 -0.24326776
#> 76 0.90572278
#> 77 -0.83292838
#> 78 -0.29286530
#> 79 -0.40354514
#> 80 -0.29286530
#> attr(,"scaled:center")
#> [1] -0.1434088
#>
#> $betahat
#> [,1]
#> [1,] -1.9005518974
#> [2,] -0.9020676622
#> [3,] -0.4963468393
#> [4,] -0.6115730438
#> [5,] -1.5521350167
#> [6,] -0.8159570154
#> [7,] 0.0000000000
#> [8,] 1.4584405744
#> [9,] -0.7304096232
#> [10,] 0.0000000000
#> [11,] 3.4377371093
#> [12,] 1.1441377675
#> [13,] -0.6001611942
#> [14,] -1.1098472955
#> [15,] 0.2286134633
#> [16,] -0.0004585089
#> [17,] 0.0000000000
#> [18,] 0.4774739378
#> [19,] 0.8490270451
#> [20,] -0.7763232429
#> [21,] -0.4507038700
#> [22,] 0.8411312623
#> [23,] -0.5909638715
#> [24,] -1.8383123218
#> [25,] -0.3580495390
#> [26,] 0.1345470525
#> [27,] -0.7874198828
#> [28,] -1.4862460542
#> [29,] 0.0197926212
#> [30,] 0.0000000000
#> [31,] 3.0874217338
#> [32,] 0.0000000000
#> [33,] -0.1873832419
#> [34,] -0.4162965330
#> [35,] 1.9665657147
#> [36,] -0.6529463976
#> [37,] 1.8396649543
#> [38,] 0.0000000000
#> [39,] 0.1231077531
#> [40,] 1.4935298535
#> [41,] 0.0000000000
#> [42,] -1.1199810362
#> [43,] 1.3543740454
#> [44,] -1.1702487695
#> [45,] 0.4206345010
#> [46,] -1.3831902250
#> [47,] 0.0000000000
#> [48,] -1.1653878518
#> [49,] 0.0000000000
#> [50,] -0.2339686544
#> [51,] -0.1697123256
#> [52,] 0.2076756398
#> [53,] -0.6884254422
#> [54,] 2.6348417723
#> [55,] 2.9696841751
#> [56,] 0.1529453382
#> [57,] -0.1812271116
#> [58,] 0.3882048407
#> [59,] -0.6120768605
#> [60,] -0.7946943546
#> [61,] -0.6606265292
#> [62,] 1.5787625460
#> [63,] 2.7146115505
#> [64,] -0.8536561236
#> [65,] 1.2380773177
#> [66,] -0.3977636454
#> [67,] 0.0899806873
#> [68,] -0.1952252417
#> [69,] 1.2409580219
#> [70,] 0.0000000000
#> [71,] -1.2138179388
#> [72,] 0.9228259067
#> [73,] -0.2149470743
#> [74,] 0.0000000000
#> [75,] -0.1942112269
#> [76,] -0.0096681930
#> [77,] -0.9106410053
#> [78,] 0.0000000000
#> [79,] -0.5409512727
#> [80,] 0.5592776786
#>
#> $A
#> [1] 1 2 3 4 5 6 8 9 11 12 13 14 15 16 18 19 20 21 22 23 24 25 26 27 28
#> [26] 29 31 33 34 35 36 37 39 40 42 43 44 45 46 48 50 51 52 53 54 55 56 57 58 59
#> [51] 60 61 62 63 64 65 66 67 68 69 71 72 73 75 76 77 79 80
#>
#> $betamat
#> $betamat[[1]]
#> [,1]
#> [1,] 0.0000000
#> [2,] 0.0000000
#> [3,] 0.0000000
#> [4,] 0.0000000
#> [5,] 0.0000000
#> [6,] 0.0000000
#> [7,] 0.0000000
#> [8,] 0.8734776
#> [9,] 0.0000000
#> [10,] 0.0000000
#> [11,] 0.0000000
#> [12,] 0.0000000
#> [13,] 0.0000000
#> [14,] 0.0000000
#> [15,] 0.0000000
#> [16,] 0.0000000
#> [17,] 0.0000000
#> [18,] 0.0000000
#> [19,] 0.0000000
#> [20,] -0.6223434
#> [21,] 0.0000000
#> [22,] 0.0000000
#> [23,] 0.0000000
#> [24,] 0.0000000
#> [25,] -0.8764292
#> [26,] 0.0000000
#> [27,] 0.0000000
#> [28,] 0.0000000
#> [29,] 0.0000000
#> [30,] 0.0000000
#> [31,] 0.6690045
#> [32,] 0.0000000
#> [33,] 0.0000000
#> [34,] 0.0000000
#> [35,] 0.0000000
#> [36,] 0.0000000
#> [37,] 0.6639563
#> [38,] 0.0000000
#> [39,] 0.0000000
#> [40,] 0.0000000
#> [41,] 0.0000000
#> [42,] 0.0000000
#> [43,] 0.0000000
#> [44,] 0.0000000
#> [45,] 0.0000000
#> [46,] 0.0000000
#> [47,] 0.0000000
#> [48,] 0.0000000
#> [49,] 0.0000000
#> [50,] 0.0000000
#> [51,] 0.0000000
#> [52,] 0.7455150
#> [53,] 0.0000000
#> [54,] 0.6591164
#> [55,] 1.0222355
#> [56,] 0.0000000
#> [57,] -0.8344305
#> [58,] 0.0000000
#> [59,] 0.0000000
#> [60,] 0.0000000
#> [61,] 0.0000000
#> [62,] 0.0000000
#> [63,] 1.2407276
#> [64,] 0.0000000
#> [65,] 0.7061783
#> [66,] 0.0000000
#> [67,] -0.7020905
#> [68,] 0.0000000
#> [69,] 0.0000000
#> [70,] 0.0000000
#> [71,] 0.0000000
#> [72,] 0.0000000
#> [73,] 0.0000000
#> [74,] 0.0000000
#> [75,] 0.0000000
#> [76,] 0.0000000
#> [77,] 0.0000000
#> [78,] 0.0000000
#> [79,] 0.0000000
#> [80,] 0.0000000
#>
#> $betamat[[2]]
#> [,1]
#> [1,] -0.86140694
#> [2,] -0.36727387
#> [3,] 0.00000000
#> [4,] 0.00000000
#> [5,] 0.00000000
#> [6,] 0.00000000
#> [7,] 0.00000000
#> [8,] 1.04122756
#> [9,] -0.48106356
#> [10,] 0.00000000
#> [11,] 1.17798235
#> [12,] -0.23111448
#> [13,] 0.00000000
#> [14,] 0.00000000
#> [15,] 0.00000000
#> [16,] 0.00000000
#> [17,] 0.00000000
#> [18,] 0.00000000
#> [19,] 0.00000000
#> [20,] -0.49015665
#> [21,] 0.00000000
#> [22,] 0.00000000
#> [23,] 0.00000000
#> [24,] 0.00000000
#> [25,] -0.90515084
#> [26,] -0.12427457
#> [27,] 0.00000000
#> [28,] 0.00000000
#> [29,] 0.00000000
#> [30,] 0.00000000
#> [31,] 0.83861003
#> [32,] 0.00000000
#> [33,] 0.00000000
#> [34,] 0.00000000
#> [35,] 0.00000000
#> [36,] 0.00000000
#> [37,] 1.09858519
#> [38,] 0.00000000
#> [39,] 0.00000000
#> [40,] 0.00000000
#> [41,] 0.00000000
#> [42,] 0.00000000
#> [43,] 0.00000000
#> [44,] 0.00000000
#> [45,] 0.00000000
#> [46,] 0.00000000
#> [47,] 0.00000000
#> [48,] 0.00000000
#> [49,] 0.00000000
#> [50,] 0.00000000
#> [51,] 0.00000000
#> [52,] 0.31723112
#> [53,] -0.23687947
#> [54,] 1.11365245
#> [55,] 1.18731510
#> [56,] 0.00000000
#> [57,] -1.00583355
#> [58,] 0.00000000
#> [59,] 0.06861889
#> [60,] 0.00000000
#> [61,] 0.00000000
#> [62,] 0.00000000
#> [63,] 1.50957609
#> [64,] -0.40252515
#> [65,] 0.62287654
#> [66,] 0.00000000
#> [67,] -0.77357779
#> [68,] 0.00000000
#> [69,] 0.00000000
#> [70,] 0.00000000
#> [71,] 0.00000000
#> [72,] 0.62436706
#> [73,] 0.00000000
#> [74,] 0.00000000
#> [75,] 0.08701665
#> [76,] 0.00000000
#> [77,] 0.00000000
#> [78,] 0.00000000
#> [79,] 0.00000000
#> [80,] 0.00000000
#>
#> $betamat[[3]]
#> [,1]
#> [1,] -1.162612544
#> [2,] -0.239339979
#> [3,] 0.000000000
#> [4,] 0.000000000
#> [5,] -0.542012935
#> [6,] -0.677818862
#> [7,] 0.000000000
#> [8,] 0.782077405
#> [9,] -0.284662253
#> [10,] 0.000000000
#> [11,] 1.511351292
#> [12,] -0.125121564
#> [13,] 0.000000000
#> [14,] 0.000000000
#> [15,] 0.000000000
#> [16,] 0.000000000
#> [17,] 0.000000000
#> [18,] 0.000000000
#> [19,] 0.000000000
#> [20,] -0.479827539
#> [21,] 0.000000000
#> [22,] 0.000000000
#> [23,] 0.000000000
#> [24,] -0.248675687
#> [25,] -1.114084257
#> [26,] 0.131529612
#> [27,] 0.000000000
#> [28,] 0.000000000
#> [29,] 0.495596478
#> [30,] 0.000000000
#> [31,] 1.305896551
#> [32,] 0.000000000
#> [33,] -0.277317521
#> [34,] 0.000000000
#> [35,] 0.000000000
#> [36,] 0.000000000
#> [37,] 1.222465808
#> [38,] 0.000000000
#> [39,] 0.000000000
#> [40,] 0.000000000
#> [41,] 0.000000000
#> [42,] 0.000000000
#> [43,] 0.000000000
#> [44,] 0.000000000
#> [45,] 0.000000000
#> [46,] -0.751246514
#> [47,] 0.000000000
#> [48,] -0.504149770
#> [49,] 0.000000000
#> [50,] 0.000000000
#> [51,] 0.000000000
#> [52,] 0.245657598
#> [53,] -0.004173067
#> [54,] 1.784883708
#> [55,] 1.762007314
#> [56,] -0.235819617
#> [57,] -0.731643681
#> [58,] 0.000000000
#> [59,] -0.087197921
#> [60,] 0.000000000
#> [61,] 0.000000000
#> [62,] 0.000000000
#> [63,] 1.766159752
#> [64,] -0.924151286
#> [65,] 0.951024112
#> [66,] 0.000000000
#> [67,] -0.954837771
#> [68,] 0.000000000
#> [69,] 0.000000000
#> [70,] 0.000000000
#> [71,] 0.000000000
#> [72,] 0.817040921
#> [73,] 0.000000000
#> [74,] 0.000000000
#> [75,] -0.302193170
#> [76,] 0.066210833
#> [77,] 0.000000000
#> [78,] 0.000000000
#> [79,] 0.000000000
#> [80,] 0.000000000
#>
#> $betamat[[4]]
#> [,1]
#> [1,] -1.11140934
#> [2,] -0.43330597
#> [3,] 0.00000000
#> [4,] -0.33040246
#> [5,] -0.63721170
#> [6,] -0.94874752
#> [7,] 0.00000000
#> [8,] 0.91732924
#> [9,] -0.36098750
#> [10,] 0.00000000
#> [11,] 2.03784092
#> [12,] 0.41881176
#> [13,] 0.00000000
#> [14,] -0.84455910
#> [15,] 0.00000000
#> [16,] -0.13944719
#> [17,] 0.00000000
#> [18,] -0.18827767
#> [19,] 0.00000000
#> [20,] -0.46646356
#> [21,] 0.00000000
#> [22,] 0.18280868
#> [23,] -0.06716948
#> [24,] -0.66725417
#> [25,] -0.59167384
#> [26,] 0.09732859
#> [27,] -0.34976419
#> [28,] -0.51427996
#> [29,] 0.39079401
#> [30,] 0.00000000
#> [31,] 2.16157247
#> [32,] 0.00000000
#> [33,] -0.20318864
#> [34,] -0.25279243
#> [35,] 0.97848114
#> [36,] -0.25104010
#> [37,] 1.59116597
#> [38,] 0.00000000
#> [39,] 0.00000000
#> [40,] 0.94222907
#> [41,] 0.00000000
#> [42,] 0.00000000
#> [43,] 0.80663573
#> [44,] 0.00000000
#> [45,] 0.19178887
#> [46,] -0.91638708
#> [47,] 0.00000000
#> [48,] -0.94645859
#> [49,] 0.00000000
#> [50,] 0.00000000
#> [51,] 0.00000000
#> [52,] 0.12037551
#> [53,] -0.18210133
#> [54,] 2.06695015
#> [55,] 2.20119495
#> [56,] 0.00172942
#> [57,] -0.36754520
#> [58,] 0.52475669
#> [59,] -0.06184861
#> [60,] 0.00000000
#> [61,] 0.13681778
#> [62,] 0.00000000
#> [63,] 2.15446972
#> [64,] -0.96079966
#> [65,] 0.92964764
#> [66,] -0.07373451
#> [67,] -0.59825346
#> [68,] 0.15010508
#> [69,] 0.00000000
#> [70,] 0.00000000
#> [71,] 0.00000000
#> [72,] 0.92958547
#> [73,] -0.18808497
#> [74,] 0.00000000
#> [75,] -0.25151554
#> [76,] 0.06722918
#> [77,] -0.81951883
#> [78,] 0.00000000
#> [79,] -0.46601169
#> [80,] -0.04501410
#>
#> $betamat[[5]]
#> [,1]
#> [1,] -1.4314010543
#> [2,] -0.6751799596
#> [3,] 0.0000000000
#> [4,] -0.4526309340
#> [5,] -1.1524105786
#> [6,] -1.0267841497
#> [7,] 0.0000000000
#> [8,] 1.0352379391
#> [9,] -0.4966036966
#> [10,] 0.0000000000
#> [11,] 2.6422809488
#> [12,] 0.7974759675
#> [13,] -0.4711791419
#> [14,] -1.1365031060
#> [15,] 0.0000000000
#> [16,] -0.1851503877
#> [17,] 0.0000000000
#> [18,] 0.0319301626
#> [19,] 0.7526785517
#> [20,] -0.6846053806
#> [21,] -0.2007952838
#> [22,] 0.4354621699
#> [23,] -0.2552559830
#> [24,] -1.2429774014
#> [25,] -0.5765267906
#> [26,] 0.1155632326
#> [27,] -0.3456078221
#> [28,] -0.8162850584
#> [29,] 0.3961774289
#> [30,] 0.0000000000
#> [31,] 2.5867262470
#> [32,] 0.0000000000
#> [33,] -0.0001442987
#> [34,] -0.3059541199
#> [35,] 1.3915903279
#> [36,] -0.3925206122
#> [37,] 1.6449688371
#> [38,] 0.0000000000
#> [39,] 0.0000000000
#> [40,] 1.1890377043
#> [41,] 0.0000000000
#> [42,] 0.0000000000
#> [43,] 1.1837766330
#> [44,] -0.6865367942
#> [45,] 0.2993548028
#> [46,] -1.1975269606
#> [47,] 0.0000000000
#> [48,] -1.1372390291
#> [49,] 0.0000000000
#> [50,] 0.0000000000
#> [51,] -0.0764700681
#> [52,] 0.0896650567
#> [53,] -0.2508718150
#> [54,] 2.2873217039
#> [55,] 2.4404632436
#> [56,] 0.1869101202
#> [57,] -0.2676207449
#> [58,] 0.4497220182
#> [59,] -0.2683152460
#> [60,] 0.0000000000
#> [61,] -0.2358497796
#> [62,] 1.1119452539
#> [63,] 2.4497641178
#> [64,] -1.0735978475
#> [65,] 0.9881184878
#> [66,] -0.2507408722
#> [67,] -0.4228605343
#> [68,] -0.0462723270
#> [69,] 1.0590581045
#> [70,] 0.0000000000
#> [71,] -0.4625440678
#> [72,] 0.9630273831
#> [73,] -0.1536847616
#> [74,] 0.0000000000
#> [75,] -0.3173085855
#> [76,] -0.0227914710
#> [77,] -0.9054678502
#> [78,] 0.0000000000
#> [79,] -0.5481084630
#> [80,] 0.2152028228
#>
#> $betamat[[6]]
#> [,1]
#> [1,] -1.9005518974
#> [2,] -0.9020676622
#> [3,] -0.4963468393
#> [4,] -0.6115730438
#> [5,] -1.5521350167
#> [6,] -0.8159570154
#> [7,] 0.0000000000
#> [8,] 1.4584405744
#> [9,] -0.7304096232
#> [10,] 0.0000000000
#> [11,] 3.4377371093
#> [12,] 1.1441377675
#> [13,] -0.6001611942
#> [14,] -1.1098472955
#> [15,] 0.2286134633
#> [16,] -0.0004585089
#> [17,] 0.0000000000
#> [18,] 0.4774739378
#> [19,] 0.8490270451
#> [20,] -0.7763232429
#> [21,] -0.4507038700
#> [22,] 0.8411312623
#> [23,] -0.5909638715
#> [24,] -1.8383123218
#> [25,] -0.3580495390
#> [26,] 0.1345470525
#> [27,] -0.7874198828
#> [28,] -1.4862460542
#> [29,] 0.0197926212
#> [30,] 0.0000000000
#> [31,] 3.0874217338
#> [32,] 0.0000000000
#> [33,] -0.1873832419
#> [34,] -0.4162965330
#> [35,] 1.9665657147
#> [36,] -0.6529463976
#> [37,] 1.8396649543
#> [38,] 0.0000000000
#> [39,] 0.1231077531
#> [40,] 1.4935298535
#> [41,] 0.0000000000
#> [42,] -1.1199810362
#> [43,] 1.3543740454
#> [44,] -1.1702487695
#> [45,] 0.4206345010
#> [46,] -1.3831902250
#> [47,] 0.0000000000
#> [48,] -1.1653878518
#> [49,] 0.0000000000
#> [50,] -0.2339686544
#> [51,] -0.1697123256
#> [52,] 0.2076756398
#> [53,] -0.6884254422
#> [54,] 2.6348417723
#> [55,] 2.9696841751
#> [56,] 0.1529453382
#> [57,] -0.1812271116
#> [58,] 0.3882048407
#> [59,] -0.6120768605
#> [60,] -0.7946943546
#> [61,] -0.6606265292
#> [62,] 1.5787625460
#> [63,] 2.7146115505
#> [64,] -0.8536561236
#> [65,] 1.2380773177
#> [66,] -0.3977636454
#> [67,] 0.0899806873
#> [68,] -0.1952252417
#> [69,] 1.2409580219
#> [70,] 0.0000000000
#> [71,] -1.2138179388
#> [72,] 0.9228259067
#> [73,] -0.2149470743
#> [74,] 0.0000000000
#> [75,] -0.1942112269
#> [76,] -0.0096681930
#> [77,] -0.9106410053
#> [78,] 0.0000000000
#> [79,] -0.5409512727
#> [80,] 0.5592776786
#>
#>
#> $new2As
#> $new2As[[1]]
#> [1] 8 20 25 31 37 52 54 55 57 63 65 67
#>
#> $new2As[[2]]
#> [1] 1 2 9 11 12 26 53 59 64 72 75
#>
#> $new2As[[3]]
#> [1] 5 6 24 29 33 46 48 56 76
#>
#> $new2As[[4]]
#> [1] 4 14 16 18 22 23 27 28 34 35 36 40 43 45 58 61 66 68 73 77 79 80
#>
#> $new2As[[5]]
#> [1] 13 19 21 44 51 62 69 71
#>
#> $new2As[[6]]
#> [1] 3 15 39 42 50 60
#>
#>
#> $mu
#> [,1]
#> [1,] -0.1434088
#>
#> $meanx
#> [1] 0.3659693 0.3687130 0.4054369 0.3789522 0.3960204 0.3713510 0.3697721
#> [8] 0.3745129 0.3976914 0.3407758 0.3406323 0.3981697 0.3701728 0.3964769
#> [15] 0.3853002 0.3702966 0.3842282 0.3999653 0.3923272 0.3839718 0.3794753
#> [22] 0.3771430 0.3980986 0.3725629 0.3884747 0.3750235 0.3636380 0.3563959
#> [29] 0.3723002 0.3641653 0.3995765 0.3411732 0.3843096 0.3902665 0.3239239
#> [36] 0.4133588 0.3774766 0.3834619 0.3789578 0.3855780 0.3725148 0.3631459
#> [43] 0.3861785 0.3669268 0.3807972 0.3794865 0.3919303 0.3506442 0.3809565
#> [50] 0.3779789 0.3942410 0.3718866 0.3964180 0.3996274 0.4041731 0.3801186
#> [57] 0.3910684 0.3954690 0.3660235 0.4018754 0.3837985 0.4173118 0.3456438
#> [64] 0.3860567 0.4043647 0.3997507 0.3860025 0.3861651 0.4117573 0.3834826
#> [71] 0.3649813 0.3772668 0.3875451 0.4037679 0.3968612 0.3745137 0.3995883
#> [78] 0.3986540 0.4018562 0.3910038
#>
#> $normx
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [77] 1 1 1 1
#>
#> $normy
#> [1] 1
#>
#> $eta
#> [1] 0.5
#>
#> $K
#> [1] 6
#>
#> $kappa
#> [1] 0.5
#>
#> $select
#> [1] "pls2"
#>
#> $fit
#> [1] "regression"
#>
#> $projection
#> [1] NA
#>
#> attr(,"class")
#> [1] "spls"
#>
#> $DKsplsDR_modplsr
#> $call
#> pls(X = xA, Y = y, ncomp = min(k, length(A)), mode = fit, scale.X = FALSE,
#> scale.Y = FALSE)
#>
#> $X
#> [,1] [,2] [,3] [,4] [,5]
#> 1 0.6340306910 -0.0469599797 0.026396788 -0.065565697 0.125680596
#> 2 -0.0442163360 0.6312870474 0.097206575 0.075571045 -0.076299977
#> 3 0.0658644183 0.1339305611 0.594563061 0.019259758 0.090367958
#> 4 -0.0525828126 0.0858102857 -0.007224988 0.621047807 -0.018470496
#> 5 0.1557316800 -0.0489925366 0.080951412 -0.001402296 0.603979607
#> 6 -0.1064615622 -0.1116879593 -0.115136578 -0.075696828 0.004526298
#> 7 0.0270686268 -0.0790588661 -0.071831451 0.036285175 -0.035814199
#> 8 -0.0742902094 -0.0754661957 0.089959918 0.005713492 0.060541444
#> 9 0.1372895023 0.0969862455 0.049755766 -0.014358533 -0.060668481
#> 10 0.0272818210 0.1955113879 -0.003603994 -0.015363520 -0.030428476
#> 11 -0.0214923733 -0.1832633191 -0.130981415 -0.091646196 -0.004541978
#> 12 -0.0431409377 -0.1192663572 -0.038310825 -0.019566382 -0.035641384
#> 13 -0.0759068757 0.0015640600 -0.035738548 -0.091563423 -0.044479594
#> 14 -0.0806385095 -0.0094671486 -0.009461455 -0.061521016 -0.011856671
#> 15 0.1354059264 -0.0072761090 0.021582781 -0.006958785 -0.053107507
#> 16 0.0710598473 -0.0182196646 -0.044608243 -0.069728147 0.205981535
#> 17 -0.1011330084 -0.0227718847 -0.108674325 -0.074491369 -0.101183238
#> 18 0.1840281376 -0.0181545943 -0.032503681 -0.013442838 0.020302012
#> 19 -0.0424746101 -0.0101790420 0.033027557 0.052303132 -0.013047969
#> 20 0.0086339165 -0.0728140338 -0.052090679 -0.066257657 -0.078094538
#> 21 0.1041591946 0.0990735787 0.024301970 0.016619647 0.036164914
#> 22 0.0093188058 -0.0413255706 0.006559695 -0.142805527 0.064640683
#> 23 -0.0700431073 0.0749043136 0.079264088 0.010513678 -0.077235853
#> 24 -0.0140265648 -0.0582025933 0.026467953 0.021587566 0.040781795
#> 25 -0.0231853064 -0.1236019421 -0.009844506 -0.119795594 -0.041641762
#> 26 -0.0395865780 -0.1003542262 -0.059695720 0.025253352 -0.096947437
#> 27 -0.1430209307 -0.0972610534 -0.088448549 -0.078290179 -0.051974924
#> 28 -0.0327259343 -0.1238111449 0.069337347 -0.077920865 -0.017588447
#> 29 -0.0656681589 0.0223466841 -0.025214506 -0.080863886 -0.132385843
#> 30 -0.0905818900 -0.0471717515 -0.122418188 -0.026461108 -0.036765976
#> 31 0.0407295785 0.0609414558 0.132711078 -0.076637953 0.052650086
#> 32 -0.0880264365 0.0681780860 -0.079690869 0.061241503 -0.085457647
#> 33 -0.0051073771 0.1276074766 -0.037215852 -0.025997392 -0.144717324
#> 34 -0.0690756946 -0.0777483204 -0.080516194 -0.019164208 -0.095841323
#> 35 -0.0086736704 -0.1416466079 -0.111723321 -0.089387188 0.037646043
#> 36 0.0061459903 -0.0278985581 0.038955988 -0.021646422 0.008313405
#> 37 -0.0289788324 -0.0958475334 0.018384194 -0.044087115 0.116511111
#> 38 -0.0363729584 -0.0948457678 -0.068663641 -0.066692434 -0.109131208
#> 39 -0.0258840970 -0.0238150420 -0.107917654 -0.121499354 -0.081331218
#> 40 0.0379610959 -0.0061439992 0.083783149 -0.030142460 0.065652260
#> 41 -0.0993215605 0.0584209257 -0.065031471 0.137777984 -0.105406780
#> 42 0.0699784047 -0.1240577386 0.002443048 -0.028643844 0.070039192
#> 43 -0.0211938000 -0.0285031535 -0.053818786 0.017292574 -0.013266754
#> 44 -0.0005631914 0.0701230888 -0.002888151 -0.063713809 -0.096654352
#> 45 -0.0604630800 -0.0286983342 -0.069191287 -0.050327597 -0.151457980
#> 46 -0.0559271692 -0.1554568727 -0.042642220 -0.034769671 0.206930186
#> 47 0.0935936855 0.0628501641 0.091607762 0.018480825 0.069309780
#> 48 -0.0997777988 0.0332009250 -0.088026180 0.128016432 -0.049113183
#> 49 0.0650196001 -0.0638078748 -0.062610476 -0.084374899 0.184002438
#> 50 0.0365838902 -0.0008335115 -0.069975188 0.065554596 -0.034215201
#> 51 0.0450878907 0.0653420060 -0.046938819 0.189375682 -0.034832800
#> 52 -0.0491117319 0.1519222921 0.085004662 -0.067707499 0.005728801
#> 53 0.1177436486 0.0374400712 -0.004157191 -0.062641022 -0.081242279
#> 54 -0.0900247714 0.1016230611 0.001180025 0.096659447 0.032590121
#> 55 -0.0239673152 0.1478593990 0.103193128 0.072004013 0.057226558
#> 56 0.1651457793 -0.0376373021 -0.030275339 0.106950399 -0.060452536
#> 57 0.1433945211 0.0167536227 -0.051970657 -0.003146024 -0.042524533
#> 58 -0.0957513151 0.1053812556 -0.109181758 0.004090644 -0.073850645
#> 59 0.0112322928 -0.1384550869 -0.087316158 -0.020595765 -0.008559188
#> 60 -0.0639766542 -0.1095397275 -0.032515050 -0.012732538 -0.020426464
#> 61 -0.1204479819 -0.0674304256 0.014821265 0.026682399 -0.051539676
#> 62 -0.0044138176 0.0807365351 0.008153613 0.061787500 -0.014004790
#> 63 -0.0879360510 -0.1039605472 0.056796906 -0.006888509 0.010798204
#> 64 0.0587899228 0.1447569555 0.076370556 -0.005876775 0.138597516
#> 65 0.0344160589 0.1450110045 0.063306794 0.119947530 -0.037461388
#> 66 -0.0068962652 -0.0064825133 0.186140800 0.009363498 -0.045167844
#> 67 0.0092693778 -0.0468653132 0.075786334 0.048596252 -0.053113600
#> 68 0.0866329299 -0.0695440035 0.001238434 -0.058603024 0.067377024
#> 69 0.0907514922 0.0653822990 0.113954772 0.038408541 0.171677022
#> 70 -0.0476950397 -0.0733820596 -0.075544806 0.009122073 -0.088466238
#> 71 -0.0158250218 -0.0218539481 -0.053005954 0.106434635 0.036980988
#> 72 -0.0608365439 -0.1307572942 -0.012523672 -0.087858142 -0.029364727
#> 73 -0.0761837045 0.0213490933 -0.039539347 -0.032213366 -0.062912724
#> 74 -0.0321988710 0.1129511459 0.052720445 0.157913942 0.001160198
#> 75 0.0158477592 0.0736517828 0.053828929 -0.022371186 0.064830891
#> 76 -0.0005021283 -0.1401826963 -0.055134341 -0.046457651 0.317754615
#> 77 -0.1046175075 0.0371796045 -0.012250842 0.091888215 -0.103001296
#> 78 -0.0206734347 0.0379614011 0.126233326 -0.028640696 -0.001207294
#> 79 -0.1028185442 0.0023145974 -0.039435344 0.018012121 -0.101183651
#> 80 0.0362215845 0.0603477916 -0.040501898 -0.063239074 -0.074663891
#> [,6] [,7] [,8] [,9] [,10]
#> 1 -0.111843216 -0.082833778 0.105567440 0.0038446070 -7.534130e-02
#> 2 -0.114325969 -0.081266121 0.068007827 -0.1551826952 -1.487231e-01
#> 3 -0.081050601 0.120883980 0.057501334 -0.0661768050 -3.104356e-02
#> 4 -0.068095597 0.010152808 -0.033097711 -0.0533263318 -3.878386e-02
#> 5 0.029195729 0.082048960 -0.062339458 0.0508460861 -3.779066e-02
#> 6 0.628649038 -0.004837050 -0.062132401 0.0569795788 3.653613e-02
#> 7 -0.042077380 -0.007044736 -0.011334325 0.1371087960 5.153628e-02
#> 8 -0.001675135 0.625487122 -0.095037317 0.1286976801 -6.609091e-02
#> 9 -0.035791993 -0.071858824 0.602308629 -0.0238720481 -1.224672e-01
#> 10 -0.100897433 -0.099284080 -0.087437046 -0.1037147183 -1.520646e-01
#> 11 0.026260945 0.094817131 -0.080931090 0.6593676713 5.704480e-02
#> 12 0.063354837 -0.042434113 -0.121988856 0.1145821440 6.018303e-01
#> 13 -0.021726356 0.006647546 -0.021056117 0.0329172828 -2.495773e-02
#> 14 0.138855213 -0.020578971 -0.069360354 -0.0669192252 8.404357e-02
#> 15 -0.119836903 -0.002618455 0.192210963 0.0226718966 -4.725132e-02
#> 16 0.024684845 0.021685298 0.005414650 -0.0218445058 -1.313223e-01
#> 17 0.018100633 -0.109018968 -0.013462828 -0.0192295480 1.425934e-01
#> 18 0.037259769 -0.028672191 0.071417591 -0.0337732899 1.408343e-02
#> 19 -0.059643137 -0.023780204 0.156793894 -0.0195858212 -3.998455e-02
#> 20 0.021158401 -0.016205423 0.052874610 0.0531150504 3.471433e-02
#> 21 -0.054784752 -0.108061579 -0.032770707 -0.0951337690 -1.092008e-01
#> 22 0.038619824 0.007645962 -0.013873905 0.0035757647 5.682156e-02
#> 23 -0.058500112 -0.015837182 -0.033484382 -0.0873468082 -3.986584e-02
#> 24 -0.013584242 0.055959626 -0.073623949 0.0001446614 -4.543325e-02
#> 25 0.151438310 -0.013444825 -0.031421192 -0.0209637599 1.909751e-01
#> 26 0.079583811 -0.070059326 -0.071639950 0.1093678457 1.734290e-01
#> 27 0.047979081 -0.002796755 -0.074853343 0.0819691714 3.054274e-02
#> 28 -0.060903311 0.080390449 -0.002195942 0.0033484909 -4.724890e-02
#> 29 0.062481349 -0.156123828 0.084929956 -0.0554245543 2.169365e-02
#> 30 0.024844571 -0.130677435 -0.131544486 -0.0218915241 6.748183e-02
#> 31 -0.046194876 -0.043584172 -0.014332508 -0.0506033642 -3.405752e-04
#> 32 -0.093037459 -0.087766961 -0.173544682 -0.1050466786 2.925089e-05
#> 33 0.002762269 -0.143642146 0.121248707 -0.1113183963 -9.343794e-02
#> 34 -0.046003792 0.028337544 -0.051383879 -0.0230099688 4.100571e-02
#> 35 0.025243978 0.013698844 -0.150602327 -0.0154088565 -9.973486e-02
#> 36 -0.044917112 0.034632681 -0.059135647 0.0065132577 9.379340e-02
#> 37 0.004984584 0.003605908 -0.025564991 0.0379241814 -1.553543e-02
#> 38 0.102673811 -0.088645556 -0.031159256 0.0874235814 1.599994e-01
#> 39 0.148166827 -0.160608176 0.021371758 0.0085775296 4.570304e-02
#> 40 0.001918361 0.004748244 0.074327223 -0.0880991023 -3.588071e-02
#> 41 0.020593840 -0.047179056 0.030733107 -0.0660407889 -2.366572e-02
#> 42 -0.061112299 0.187336505 -0.058893924 0.0771615247 -9.534876e-02
#> 43 -0.028829321 -0.086805203 -0.128502601 -0.0044720913 1.291244e-01
#> 44 0.082989644 -0.124248993 0.069889165 -0.1035680151 -6.599993e-02
#> 45 0.031650142 -0.040472730 0.180839840 0.0593203072 1.296292e-02
#> 46 0.169238637 0.129083728 -0.173137233 0.0877921032 9.379697e-02
#> 47 -0.024505640 -0.024052445 0.074902287 0.0042895292 -6.396916e-02
#> 48 0.050387580 0.013588366 0.004048375 0.0069124009 -1.115073e-01
#> 49 0.097551761 -0.023176831 -0.030228890 0.1336488972 -1.752623e-02
#> 50 -0.103862411 -0.007307321 -0.046483999 0.0464178440 -2.427099e-02
#> 51 -0.076757215 -0.042795427 0.057239399 -0.0163858707 -3.668951e-02
#> 52 -0.049411673 0.019158425 0.095882123 -0.1065185070 -1.990276e-01
#> 53 -0.022705762 -0.060688369 0.327672846 -0.0647540527 -1.001782e-01
#> 54 0.048341939 0.018114620 -0.120334269 -0.0311965930 -3.049456e-02
#> 55 -0.044021915 0.001292198 0.025853869 -0.1225698615 -1.459164e-01
#> 56 -0.097572559 -0.093790080 -0.010998686 -0.0586123427 -1.952298e-02
#> 57 -0.084055636 -0.108348078 0.008788960 -0.0711694214 -4.253607e-02
#> 58 0.103482183 -0.079025398 -0.061020291 -0.0151866005 2.976704e-03
#> 59 0.022472698 0.020853059 -0.150345705 0.1091835736 1.299011e-01
#> 60 0.083822939 -0.028053784 -0.114633033 0.0358667755 2.178834e-01
#> 61 -0.059305678 0.090753047 -0.063314600 0.0640126157 2.102221e-02
#> 62 -0.065370959 -0.030289777 0.041111372 -0.0251196657 1.510720e-02
#> 63 -0.076071990 0.165920439 -0.021661274 0.0059699799 -8.965506e-02
#> 64 -0.019113810 -0.011057442 0.048251722 -0.1008224530 -1.059232e-01
#> 65 -0.053220427 0.107227447 0.155539254 0.0062957707 -1.415817e-01
#> 66 -0.057826529 0.061468287 0.005427310 0.0015129724 4.007088e-02
#> 67 -0.096031155 0.011501511 -0.036952960 -0.0451536997 1.321196e-01
#> 68 -0.095178445 0.036864004 0.104791185 0.0429597926 -6.581960e-02
#> 69 -0.120900249 0.096702345 0.037463365 0.0145646521 -8.418912e-02
#> 70 0.081579638 0.084593478 -0.008143631 -0.0392193141 4.541113e-03
#> 71 -0.053554831 -0.049161894 -0.127638201 0.0302958474 8.025759e-02
#> 72 -0.004326625 0.071092469 0.030807900 0.0217969196 -4.659726e-03
#> 73 0.030429883 -0.008140976 -0.005946004 0.0577815745 -6.546344e-02
#> 74 -0.051766809 -0.010619180 -0.015176619 -0.0647158507 6.179796e-02
#> 75 -0.001571570 0.186187915 0.092565983 -0.0240332616 -1.198643e-01
#> 76 0.014835059 0.094948618 -0.135899852 0.1489956325 3.182492e-02
#> 77 0.020545004 -0.010188634 -0.033822896 -0.0730157310 3.699935e-02
#> 78 -0.054012211 0.025081638 -0.032776150 -0.1245973261 3.879027e-02
#> 79 -0.014575369 -0.007666019 -0.060884268 -0.0349604543 9.795654e-02
#> 80 0.054413334 -0.107761708 0.060321092 -0.1237703182 5.318838e-03
#> [,11] [,12] [,13] [,14] [,15]
#> 1 -0.0801103848 -0.1111460727 1.160750e-01 0.066732549 0.150032169
#> 2 0.0001041947 -0.0372310682 -2.386338e-02 -0.019803319 -0.049406919
#> 3 -0.0004744267 -0.0005013875 4.171949e-02 -0.009467911 -0.027032020
#> 4 -0.0827840479 -0.0790456948 -1.330682e-02 -0.061072560 -0.034455923
#> 5 -0.0186320186 -0.0123131500 -4.238734e-02 0.231705322 0.016357127
#> 6 -0.0205482112 0.1137293030 -1.337862e-01 0.025739200 0.008645454
#> 7 -0.1619114715 -0.0031022212 -5.381577e-02 -0.104558884 -0.052840793
#> 8 0.0109876058 -0.0425429656 -1.340581e-02 0.025901569 -0.054124591
#> 9 0.0064624356 -0.0681458553 2.046021e-01 0.032809414 0.069143684
#> 10 -0.0395722869 -0.1291549167 -6.430172e-02 -0.093067370 -0.094614344
#> 11 0.0033767935 -0.1227637687 -2.199600e-02 -0.051508784 -0.093106239
#> 12 0.0030391227 0.0857363706 -3.438187e-02 -0.103449251 0.012287824
#> 13 0.6298271820 -0.1067422786 1.471935e-01 -0.035725544 -0.107787925
#> 14 -0.0804382245 0.6035231278 -1.613666e-01 0.032422885 -0.021554823
#> 15 0.1623209223 -0.1725432046 6.146998e-01 -0.008162608 0.056162971
#> 16 -0.0356017556 0.0062426195 -2.316623e-02 0.629703393 0.130422215
#> 17 0.1120537767 0.0410531124 -1.955763e-02 -0.012811417 0.092237789
#> 18 -0.0779954656 -0.0180664176 7.082802e-02 0.160090886 0.600034722
#> 19 0.0563897330 -0.0420396164 1.059419e-01 -0.111883671 -0.072630433
#> 20 -0.1243833448 0.1953452385 -7.123187e-02 -0.038074739 -0.019117427
#> 21 -0.1148158464 -0.0081223299 -5.289928e-02 0.123764549 0.077656634
#> 22 0.0667323021 0.0674915151 2.447348e-03 0.068507674 -0.028811748
#> 23 0.0711011282 -0.0303209521 3.154102e-02 -0.035743051 -0.018052139
#> 24 -0.1551790689 0.1420484723 -1.160924e-01 0.118488187 -0.024691600
#> 25 -0.0691400705 0.1526019842 -3.662476e-02 -0.063617663 0.073763214
#> 26 -0.1150718033 0.0335062043 -1.147445e-01 -0.113828421 -0.029740142
#> 27 0.3164105997 -0.1157067937 1.887375e-02 -0.068657311 -0.108114872
#> 28 0.0037235549 -0.1417412049 1.098365e-01 -0.002068177 -0.043529419
#> 29 -0.0431591216 -0.0059529121 -9.993877e-04 -0.030942022 0.044186058
#> 30 -0.1246649378 0.0373272252 -1.497200e-01 -0.060514030 0.005199030
#> 31 0.0004070924 0.0136028739 3.563580e-02 0.011449106 -0.048436646
#> 32 -0.1000812883 -0.0312542733 -1.213765e-01 -0.075688574 -0.105625368
#> 33 0.0812635337 -0.0449071032 4.804616e-02 -0.036043812 -0.042901370
#> 34 0.0001210561 0.1008723061 -4.232520e-02 -0.061622758 -0.015459888
#> 35 0.0174771933 -0.1194516788 -7.775867e-02 0.037373359 -0.108886193
#> 36 0.0117300673 -0.0042840486 1.170320e-02 -0.071937734 -0.023296687
#> 37 -0.0925640816 0.0648708970 -7.131646e-02 0.046153653 -0.015599958
#> 38 -0.0082478553 0.0196847224 -1.537094e-02 -0.045919223 0.092328850
#> 39 -0.1035593902 0.1027371349 -1.288296e-01 0.032018563 0.076114500
#> 40 -0.0507444351 0.0533338660 1.732592e-02 0.157643820 -0.040622380
#> 41 -0.0725254420 -0.0307802131 1.763220e-03 -0.049123666 0.020176278
#> 42 0.0656216173 -0.1715313386 1.356620e-01 0.012438532 0.007537345
#> 43 -0.0016284467 0.0161503254 -3.159273e-02 -0.026019419 -0.031897668
#> 44 -0.0773335080 -0.0291957443 -7.409856e-02 -0.024994162 -0.031175666
#> 45 -0.0319429256 0.0240027221 5.912892e-03 -0.086461139 0.085239008
#> 46 -0.0543113683 0.0322041028 -1.581922e-01 0.073721242 0.014903149
#> 47 -0.0363910807 -0.0437731415 -3.331867e-05 0.005743536 0.074427590
#> 48 -0.0134886824 -0.1548275137 -3.810653e-02 -0.070420040 -0.021990860
#> 49 0.1261897392 -0.0513252510 -6.222215e-02 0.164416815 0.015348696
#> 50 0.0285043310 -0.1225538999 2.929607e-02 -0.096009890 -0.018668210
#> 51 0.1053568065 -0.1407460120 1.693132e-01 -0.078551059 0.020695003
#> 52 0.1209228625 -0.0916019374 4.977361e-02 0.130836410 -0.075297692
#> 53 0.0709395627 -0.1104135578 2.293083e-01 0.005416491 0.066192116
#> 54 -0.0430700321 0.0177248695 -1.023259e-01 -0.003240604 -0.007645427
#> 55 -0.0594893948 0.0290388160 -6.094922e-02 0.104150438 0.044751853
#> 56 -0.0757321575 -0.1169947363 8.086034e-02 -0.022015678 0.103490070
#> 57 -0.0598217449 -0.0021310161 1.725388e-02 0.034627329 0.129886900
#> 58 -0.0302767008 0.1495925740 -1.191877e-01 -0.036329830 -0.042668740
#> 59 -0.1413239840 0.0340451617 -1.172700e-01 -0.101926459 -0.012427732
#> 60 0.0248969137 0.1152144275 -1.357595e-02 -0.108546551 -0.034341599
#> 61 -0.0260112638 -0.0050652572 -3.316196e-02 -0.131633146 -0.103231799
#> 62 0.2661820908 -0.0658588897 1.477406e-01 -0.062656485 -0.054112485
#> 63 -0.0421734402 -0.1079165493 4.817117e-02 0.006622028 -0.155409037
#> 64 0.0857078937 -0.0304661900 -2.114028e-02 0.138372166 0.030698488
#> 65 -0.0061939549 -0.0759314321 7.075882e-02 0.036246209 0.104017664
#> 66 -0.0440628821 0.0523192410 -9.620343e-03 -0.098057290 -0.088530967
#> 67 -0.0223388259 0.0511655462 1.637875e-02 -0.042742371 0.107028830
#> 68 -0.0589765926 -0.0010925859 9.363781e-02 0.124816448 0.019767772
#> 69 -0.0166282100 0.0192237894 2.254127e-02 0.010351267 -0.043596870
#> 70 -0.0864147148 0.0622054723 9.098229e-03 -0.050867966 0.085151324
#> 71 -0.0571182268 -0.1056731511 -5.408411e-02 -0.096398209 -0.108033037
#> 72 -0.0647264850 0.0469766439 -1.694824e-03 -0.029812152 -0.016493989
#> 73 0.2535006768 -0.0237793178 2.027174e-02 -0.061735290 -0.106552643
#> 74 0.0027034384 0.0078392969 -2.943677e-02 -0.076201947 -0.014771858
#> 75 0.1003822381 0.0489345644 3.080941e-02 0.081222345 -0.047874083
#> 76 -0.0090707257 -0.0571790468 -9.833076e-02 0.138262608 -0.035590668
#> 77 0.0878564530 0.0956036266 4.834556e-03 -0.142543872 -0.139687747
#> 78 0.0019114791 0.0980687734 -3.492517e-02 0.005725747 -0.010034862
#> 79 0.0023629878 0.1936459296 -6.882753e-02 -0.103893453 -0.094372695
#> 80 -0.0658370575 0.0582538400 -2.645433e-02 0.042875772 0.140961847
#> [,16] [,17] [,18] [,19] [,20]
#> 1 -0.0688325241 -9.368591e-03 0.090653183 -0.0018549181 -0.102172406
#> 2 -0.0337933122 -8.807290e-02 0.088311211 -0.0497556509 0.045518659
#> 3 0.0461372730 -3.062556e-02 0.050263589 0.0348536016 0.086602419
#> 4 0.0389281019 -7.127728e-02 0.016096520 -0.1409963666 -0.008632737
#> 5 -0.0093547991 -6.604596e-02 0.052709987 0.0835180437 -0.079314068
#> 6 -0.0806193974 8.537547e-03 -0.062909110 0.0328277539 -0.085247758
#> 7 -0.0328596662 1.657192e-01 0.050522054 -0.0418423890 -0.072270067
#> 8 -0.0415945493 -2.566436e-02 -0.113024022 0.0050158064 -0.039422912
#> 9 0.1621580420 6.659416e-02 -0.014554657 0.0066744333 -0.033891619
#> 10 -0.1166531218 -1.283695e-01 0.147395275 -0.1151112458 0.011902503
#> 11 -0.0712807154 9.775563e-03 -0.133976760 -0.0329349395 -0.144813087
#> 12 -0.0341421035 4.891219e-02 -0.090506415 0.0778482042 -0.039794773
#> 13 0.0342353282 -1.381823e-01 -0.124118349 0.0597620872 0.043175339
#> 14 -0.0378899671 2.078503e-01 0.008879222 0.0868253544 -0.031942688
#> 15 0.0989149227 -6.990346e-02 -0.047074369 0.0106045437 0.018742643
#> 16 -0.1339142873 -5.174995e-02 0.114585835 0.0616612474 -0.063545052
#> 17 0.0114582369 -8.655495e-05 -0.093553449 -0.0017990154 0.036220503
#> 18 -0.0649923777 -3.123965e-03 0.098146591 -0.0059895034 -0.016185468
#> 19 0.6076727771 4.231975e-02 -0.157116042 -0.0827931712 -0.009400800
#> 20 0.0339643430 6.160282e-01 -0.050209371 -0.0298175403 -0.102127396
#> 21 -0.1699679447 -5.470587e-02 0.620524680 0.0060532414 0.040534344
#> 22 -0.0979773612 -3.664632e-02 0.003720954 0.6228569671 -0.013457561
#> 23 -0.0036294148 -8.800060e-02 0.059157632 0.0074980135 0.601901392
#> 24 -0.0730008076 1.031075e-01 0.027024275 -0.0879455533 -0.102042048
#> 25 -0.0447772926 6.526312e-02 -0.009569086 0.1411389902 -0.028707851
#> 26 -0.0491805337 1.004649e-01 -0.067069141 -0.0495555645 -0.044009815
#> 27 -0.0016691638 -1.758277e-01 -0.141228715 0.0569267517 0.063930576
#> 28 -0.0407058374 -1.284620e-01 -0.087792609 0.0580836533 0.021866021
#> 29 0.0341319975 5.743462e-03 -0.049321432 -0.0561486891 -0.009356098
#> 30 -0.1051866631 8.093991e-03 0.054134461 -0.0546890059 -0.043708049
#> 31 -0.0377712048 -8.447609e-02 0.042958500 0.1597814749 0.054720877
#> 32 -0.1382824947 -7.919107e-02 0.059540610 -0.0090609303 0.014120519
#> 33 0.0307912855 -1.573967e-02 0.050795339 -0.0300813065 0.041458811
#> 34 0.1382219679 5.833701e-02 -0.155999448 -0.0808012845 -0.030463968
#> 35 -0.1248657310 -1.147024e-01 -0.103023817 -0.1113426854 -0.080829996
#> 36 0.0881228821 -6.376996e-02 -0.084528625 0.0387207118 0.132617762
#> 37 0.0416352392 6.939364e-02 -0.035482963 -0.0204467366 -0.120307211
#> 38 -0.0248205173 2.127025e-03 -0.012342422 0.0039205072 -0.054578729
#> 39 -0.1238552427 7.544011e-02 0.110053546 0.0032919206 -0.026996955
#> 40 -0.0459251652 -1.070886e-02 0.038843570 0.1723311438 -0.023701637
#> 41 -0.0176913696 -1.654269e-02 0.031776967 -0.0101641559 0.006050753
#> 42 -0.0433052342 -1.282009e-01 -0.060507281 -0.0396336735 0.063986924
#> 43 -0.0547623019 3.759565e-02 0.125863134 0.1046111432 -0.017701887
#> 44 -0.1349457839 -3.181047e-02 0.061174346 0.0562771479 0.016557802
#> 45 0.0648259739 2.491214e-01 -0.103393312 -0.0496166319 -0.054372328
#> 46 -0.1337017847 -6.340892e-02 0.007583415 0.0373180570 -0.043302386
#> 47 -0.0369973760 2.350828e-02 0.140768033 -0.0576628680 -0.001951678
#> 48 -0.0411322696 -8.654528e-02 -0.090945269 -0.0712271235 -0.102207798
#> 49 -0.0945181913 -1.235570e-01 0.012448965 0.0426359268 0.029898025
#> 50 -0.0108175247 -9.514991e-02 -0.025289517 -0.1182759590 0.064527936
#> 51 0.1711549310 -6.183346e-02 -0.045067837 -0.1042669159 -0.047689691
#> 52 -0.0720882708 -1.349736e-01 0.023938041 0.0565396697 0.108849552
#> 53 0.0856951113 -5.552807e-02 -0.047994204 0.0184102725 0.034914760
#> 54 -0.0651769212 -4.886226e-02 0.108779419 -0.0639153093 0.060593784
#> 55 -0.0209178160 -7.404517e-02 0.182943878 -0.0774752544 0.121022877
#> 56 -0.0359872708 4.523021e-02 0.156175208 -0.1325455810 0.026165918
#> 57 0.0642681871 6.305516e-02 0.083588348 -0.0931167048 -0.035155015
#> 58 -0.0436078875 6.867420e-02 0.035686327 -0.0918546560 -0.029057051
#> 59 -0.1158759908 1.164156e-01 0.020754241 -0.0344079589 -0.132773532
#> 60 0.0935743374 -2.959747e-03 -0.026492677 -0.0437364921 0.067801391
#> 61 0.1806497326 4.487911e-02 -0.108760085 -0.1247597762 0.077422200
#> 62 0.1059885686 -1.176179e-01 -0.026705049 0.0585077458 0.204688091
#> 63 -0.0209002130 -7.099044e-02 -0.125940397 -0.0508143715 -0.045565545
#> 64 -0.0779866875 -1.137002e-01 0.018101110 0.1438988392 0.008396643
#> 65 0.0237870380 -6.577417e-02 0.005697923 -0.0887075710 0.080149552
#> 66 0.0838805115 5.792773e-02 -0.055980679 0.0066645434 0.096642321
#> 67 -0.0006282298 5.168282e-02 0.003470981 -0.0002494483 0.049601839
#> 68 0.0049532633 1.499305e-01 0.055508536 -0.0220030442 -0.072416289
#> 69 0.1739526155 6.914722e-02 -0.008895077 -0.0221341319 0.017412533
#> 70 -0.0002841670 7.435571e-02 -0.104156648 -0.0103569671 -0.089423829
#> 71 -0.0907321567 -1.116791e-01 0.029484692 0.0011572678 -0.069797165
#> 72 0.1367858259 6.553771e-02 -0.129863748 -0.0497053284 -0.101014727
#> 73 0.0445044181 -4.635836e-02 -0.080007447 0.0223100906 0.106434810
#> 74 0.0574582046 1.680396e-02 0.014465805 -0.0415685998 -0.065898657
#> 75 0.0553463103 1.793443e-02 -0.055432613 0.0964994724 -0.065751215
#> 76 -0.0851046057 -7.473803e-02 -0.040110334 -0.0476803915 -0.117314875
#> 77 0.1745053414 2.012205e-02 -0.102679930 0.0068239826 0.097537823
#> 78 0.0773841790 -1.947318e-02 -0.043165374 0.0481297906 -0.029258283
#> 79 0.1434846762 2.614534e-01 -0.119015292 -0.0728861333 -0.002375464
#> 80 -0.1038673740 -8.632889e-03 0.131277167 0.0917531429 -0.022019735
#> [,21] [,22] [,23] [,24] [,25]
#> 1 -0.020620189 -0.045690688 -0.048640789 -0.140689653 -2.315252e-02
#> 2 -0.062052573 -0.143363680 -0.106664794 -0.092186133 -1.114941e-01
#> 3 0.059341960 0.007117742 -0.029282301 -0.046649642 1.183784e-01
#> 4 0.027976827 -0.129318091 0.029182025 -0.062976017 -5.536457e-02
#> 5 0.064239256 -0.034096060 -0.075950565 -0.019592563 2.203605e-02
#> 6 -0.014796213 0.134314582 0.075911253 0.055692012 -4.594824e-02
#> 7 0.043143346 0.103702711 0.098063647 -0.109849149 -4.373814e-02
#> 8 0.057909570 -0.027406638 -0.070569969 0.008078090 9.850743e-02
#> 9 -0.048495511 -0.022204512 -0.048972100 -0.040800004 3.909953e-02
#> 10 -0.086992817 -0.154842632 -0.065356395 -0.100414772 -1.424594e-01
#> 11 -0.031785943 -0.068806122 0.074976654 0.058963468 -1.241508e-02
#> 12 -0.019826506 0.200670087 0.196575139 0.065074380 -5.475121e-03
#> 13 -0.157569184 -0.087441943 -0.119922506 0.322945386 1.750048e-02
#> 14 0.165962412 0.160604166 0.054959556 -0.082867953 -1.016602e-01
#> 15 -0.103355119 -0.039799225 -0.104467829 0.040535946 1.387408e-01
#> 16 0.116221861 -0.081795747 -0.118555335 -0.061998736 1.183253e-02
#> 17 -0.076893119 0.086239663 0.092257934 0.118843993 -3.450424e-02
#> 18 0.002710745 0.085253801 -0.004798385 -0.071787626 3.996357e-05
#> 19 -0.053236517 -0.040924760 -0.031876831 0.027020027 -4.774510e-03
#> 20 0.114516354 0.060760244 0.109413207 -0.155493910 -1.008861e-01
#> 21 0.033936663 -0.018568457 -0.062617341 -0.125391426 -6.471318e-02
#> 22 -0.083365453 0.129807332 -0.047436052 0.070431753 7.883079e-02
#> 23 -0.076506374 -0.019083934 -0.020934727 0.098391152 6.356873e-02
#> 24 0.627437067 -0.060064680 0.020509909 -0.108688632 2.464434e-02
#> 25 -0.044152922 0.611525309 0.063400095 -0.056097176 -1.368251e-02
#> 26 0.022970497 0.049948925 0.624976480 -0.004426103 3.753996e-03
#> 27 -0.117613533 -0.080933835 -0.015811591 0.636361968 1.881794e-01
#> 28 0.008477306 -0.045761302 -0.014873630 0.180937271 6.436041e-01
#> 29 -0.049176037 0.002388926 0.166557138 0.035126989 4.205574e-02
#> 30 -0.001150717 0.004203870 0.132158266 -0.035554729 -6.068010e-02
#> 31 0.044652703 0.017200790 -0.046292560 0.065678301 1.176415e-01
#> 32 -0.056221336 -0.051848354 -0.002229701 -0.127589542 -1.194200e-01
#> 33 -0.133768536 -0.018974464 -0.035330413 -0.057542217 -1.062752e-01
#> 34 0.056199173 -0.017634198 0.037635134 -0.011845938 -3.981592e-02
#> 35 -0.006184510 -0.168075615 -0.106007109 -0.002339439 3.783297e-03
#> 36 -0.022793848 0.048265109 0.091464165 0.062504735 6.705355e-02
#> 37 0.249773070 -0.019859881 -0.050979807 -0.015517227 -1.052951e-02
#> 38 0.061297429 0.037311645 0.091412839 0.088015337 5.002573e-02
#> 39 0.004206216 0.119255647 0.096031151 -0.053604738 -1.027325e-01
#> 40 0.032603004 0.067387588 -0.109795284 -0.077857673 3.265432e-02
#> 41 -0.057634801 -0.023730097 -0.023303961 -0.011761624 3.491358e-02
#> 42 -0.069120299 -0.071592398 -0.110344597 0.048105551 1.492981e-01
#> 43 -0.054513265 0.035437175 0.116736162 -0.038597546 -6.317312e-02
#> 44 -0.029301740 -0.008354426 0.062814764 -0.025046084 1.985649e-02
#> 45 -0.060831833 0.036158903 0.131068872 -0.034460760 -5.864874e-02
#> 46 0.026083632 0.091740239 -0.006718862 0.018776992 -1.155486e-02
#> 47 0.065574936 -0.023629087 -0.017859871 -0.072664578 -1.543091e-03
#> 48 -0.076462981 -0.124694331 -0.045105201 0.015811443 -4.762685e-02
#> 49 -0.055932975 -0.066053334 -0.075513941 0.168168077 -3.646805e-02
#> 50 -0.123765905 -0.096084372 -0.035054056 -0.013689666 -9.853101e-02
#> 51 -0.138903943 -0.096370595 -0.046914749 0.001902741 -5.955010e-02
#> 52 -0.038571894 -0.112528903 -0.162271286 0.046783139 5.424172e-02
#> 53 -0.082383874 -0.029234923 -0.090822772 0.073337008 1.281921e-01
#> 54 0.002763054 -0.079510410 0.088715445 0.013951394 -7.859120e-02
#> 55 0.047320530 -0.101758198 -0.101288135 -0.036735414 -3.065135e-02
#> 56 -0.027833131 -0.066226802 -0.017002688 -0.108626210 -4.391061e-02
#> 57 0.024927388 -0.015846457 -0.037102136 -0.145096081 -9.003456e-02
#> 58 -0.004153516 -0.011649437 0.043180467 -0.061371254 -1.741852e-01
#> 59 0.085288644 0.061249240 0.149102747 -0.067459925 -2.861369e-02
#> 60 -0.033219834 0.190140202 0.035519651 0.028196127 -3.534060e-02
#> 61 0.059813617 -0.035660658 0.037949744 0.052876957 6.052456e-02
#> 62 -0.105523256 -0.059175944 -0.061671286 0.239140314 7.641042e-03
#> 63 0.039037162 -0.104428404 -0.162275948 -0.014952108 1.168057e-01
#> 64 -0.033409888 -0.088911579 -0.093233776 0.053874698 5.963777e-02
#> 65 -0.023008965 -0.122498607 -0.038113871 0.009618304 1.570236e-02
#> 66 0.025849673 0.020537609 0.153662686 -0.053650984 2.300079e-02
#> 67 0.025371573 0.057421742 0.011626785 -0.054069195 6.320623e-02
#> 68 0.096116282 0.053236898 -0.094054551 -0.127985346 -3.768483e-02
#> 69 0.036598558 -0.048773924 -0.046976558 -0.061628202 -2.395028e-02
#> 70 -0.001683960 0.171717748 -0.015522784 -0.074697428 -3.485411e-02
#> 71 -0.096977166 -0.023742076 -0.025377411 -0.005864257 -6.509113e-02
#> 72 0.058739391 0.019055035 0.002689967 -0.010969050 1.187237e-01
#> 73 -0.095315679 -0.107075600 0.014429648 0.206596562 -4.586022e-02
#> 74 -0.006197598 -0.022600512 0.036042324 -0.047368115 -7.279862e-02
#> 75 -0.004797812 -0.055892976 -0.166718507 -0.009329543 -3.010155e-03
#> 76 0.082043308 -0.044822953 -0.053249028 0.033806634 -2.784444e-04
#> 77 -0.077326416 0.058762960 0.019880776 0.010394319 -7.897068e-02
#> 78 0.070163268 0.057900192 -0.083128987 -0.053616416 -1.582559e-02
#> 79 0.057684788 0.007147229 0.048619252 -0.076119882 -9.688358e-02
#> 80 -0.033523575 0.230878513 -0.060532902 -0.088420402 -8.032292e-02
#> [,26] [,27] [,28] [,29] [,30]
#> 1 -0.071999026 0.0071223845 -0.023447633 -0.093372864 0.033371714
#> 2 0.018759460 0.0300779054 0.112010864 -0.099301846 -0.096857580
#> 3 0.007922257 0.1385715140 -0.016088478 -0.065345733 -0.030210306
#> 4 -0.074211869 -0.0972622626 -0.031354764 -0.030478493 -0.034358919
#> 5 -0.108665627 0.0490939758 -0.133006496 -0.090087408 0.109742512
#> 6 0.061532135 -0.0744204165 -0.010196334 -0.064919308 0.072671016
#> 7 -0.064619822 -0.0583852803 -0.124261858 -0.088717341 -0.104311223
#> 8 -0.153911127 -0.0686477977 -0.153438834 0.012583944 0.064287797
#> 9 0.110321150 -0.0162176401 0.134630512 -0.043958986 -0.076834881
#> 10 -0.083384115 -0.0713600149 0.020960232 -0.170025753 -0.027760420
#> 11 -0.087092402 -0.1095475385 -0.154995633 -0.072644118 0.001299548
#> 12 0.047563150 -0.0017474042 -0.079577831 0.048908911 -0.025489109
#> 13 -0.045286480 -0.0289965926 0.067126787 -0.019972604 0.063726087
#> 14 0.018223784 0.0105032431 -0.032739796 0.107082700 -0.046898731
#> 15 0.012000664 0.0213595218 0.049036825 -0.047291446 -0.016382367
#> 16 -0.032945592 -0.0178307899 -0.050056771 -0.081592629 0.083746041
#> 17 0.210328468 -0.0457058611 0.048628650 0.108291223 -0.059974438
#> 18 0.071851160 -0.0480478717 -0.027245658 -0.005761088 -0.032844839
#> 19 0.054159044 -0.0450204849 0.038808943 0.140282713 -0.056462433
#> 20 0.017415102 -0.1000807773 -0.016077415 0.052042349 -0.054654469
#> 21 -0.042146288 0.0228573172 0.045961094 -0.166790606 -0.047472421
#> 22 -0.051305833 0.1373480048 -0.037247839 -0.093924730 -0.058123577
#> 23 0.016442334 0.0532429815 0.055247854 -0.022631839 -0.006655313
#> 24 -0.048913280 0.0176391322 -0.145515169 0.038495628 0.042454499
#> 25 0.018563440 0.0060989774 -0.014809338 -0.019425985 -0.103524848
#> 26 0.169280482 -0.0708455427 -0.044616458 0.022392176 -0.054907514
#> 27 0.026464844 0.0297398300 -0.078213751 -0.038474384 0.037374668
#> 28 0.026151458 0.0744609282 -0.134188841 -0.073686503 0.036255267
#> 29 0.627699824 0.0023316327 0.144800874 -0.016651438 -0.079188063
#> 30 0.048405578 -0.0592873221 -0.110051203 -0.060142141 -0.105323478
#> 31 0.029607959 0.6004234970 -0.016621170 -0.042151294 0.022405382
#> 32 -0.106507558 -0.0461793529 -0.020169028 -0.122495006 -0.071555367
#> 33 0.156810263 -0.0318881079 0.615690435 -0.008718890 -0.013121997
#> 34 0.001314864 -0.0514613193 -0.002761977 0.609733522 0.044128786
#> 35 -0.127564314 -0.0532471965 -0.073507637 -0.022213767 0.676076075
#> 36 0.004334721 0.0848776353 -0.002385727 0.203112973 0.017964670
#> 37 -0.004684237 0.0435235625 -0.119443090 -0.061732289 -0.040221368
#> 38 0.187469311 0.0242967378 0.014048857 0.004016672 -0.008328025
#> 39 0.199844709 -0.0168050958 0.048644300 -0.067484151 -0.096189697
#> 40 -0.024472517 0.0810984812 0.077659077 -0.097261132 -0.001090971
#> 41 0.055923372 -0.0141825026 0.020742822 -0.112780118 -0.101920772
#> 42 -0.143465275 -0.0485480854 -0.118624006 -0.075952030 0.086763106
#> 43 0.019010316 0.0009936196 0.074380615 -0.071164566 -0.036453857
#> 44 0.134549967 0.1109960972 0.144387000 -0.150858515 0.006524762
#> 45 0.189177041 -0.1127438715 0.029405079 0.077867590 -0.126843833
#> 46 -0.132025754 -0.0671049851 -0.135113694 -0.089053389 0.064371973
#> 47 -0.029116793 -0.0371570422 -0.049058598 -0.063449651 -0.011496692
#> 48 -0.073381489 -0.0738022139 -0.086317052 -0.100795843 -0.083862797
#> 49 -0.051898373 0.0249538139 -0.057503731 -0.108133857 0.132932761
#> 50 -0.112929215 -0.1142933438 -0.018887574 0.077022789 -0.002227403
#> 51 -0.025452284 -0.1060010372 0.135635077 0.021859998 -0.001965218
#> 52 -0.058210015 0.1141206727 0.058576422 -0.106141603 0.033267928
#> 53 0.129988876 0.0639806583 0.139067436 -0.012518393 0.008440111
#> 54 0.047657187 -0.0115106858 0.005011387 -0.030074507 0.013951902
#> 55 -0.001795176 0.0789825802 0.031262419 -0.002575215 0.005531437
#> 56 -0.029051751 -0.0772737133 0.095520735 -0.059114679 0.073036246
#> 57 0.024122138 -0.0620011663 0.175555813 0.129816018 0.018761980
#> 58 0.078120801 -0.0547899170 0.114154658 0.089110562 -0.023589006
#> 59 -0.068654982 -0.0551390176 -0.151027975 -0.089933528 -0.049598468
#> 60 -0.011241534 -0.0137725282 -0.026176762 0.078807361 0.002071065
#> 61 -0.032438990 -0.0904587491 -0.113616996 0.116952831 0.003887376
#> 62 -0.059067481 0.0782135873 0.068146450 0.042335073 0.013469500
#> 63 -0.112140821 0.0673718973 -0.125858625 -0.055318569 0.114254983
#> 64 -0.064691461 0.1148447050 -0.025232316 -0.043068000 0.044875918
#> 65 -0.002357758 -0.0165679596 0.003442656 0.073238989 -0.002040473
#> 66 -0.019383399 0.0116135942 0.013297352 0.106996123 -0.038312314
#> 67 -0.052430769 -0.0968523669 -0.101059199 0.014913767 -0.079903011
#> 68 -0.093926214 -0.0370495666 -0.077052564 0.010433866 -0.018549439
#> 69 -0.075551783 0.0193789760 -0.065301045 0.073262156 -0.014426069
#> 70 -0.052143788 -0.0032139411 -0.013582224 0.099498285 -0.043039035
#> 71 -0.098359585 0.0637291397 -0.031492336 -0.140389662 -0.046307671
#> 72 0.085493645 -0.0546067459 -0.067916269 0.208666426 -0.015266813
#> 73 -0.025171363 0.0112346458 0.069203882 0.060727782 0.050311340
#> 74 -0.068802414 -0.0595899814 0.018058150 0.040390740 -0.063537250
#> 75 -0.120849856 0.0424853168 -0.007635947 0.008591328 0.019836369
#> 76 -0.138653196 -0.0116131762 -0.166063950 -0.038879534 0.162128908
#> 77 -0.057261239 0.0033434254 0.121925307 0.159789026 -0.015419005
#> 78 -0.020197619 0.0502060122 0.068018645 0.164195152 0.007576418
#> 79 0.007532420 -0.0749396820 0.068880234 0.265723126 0.039152876
#> 80 0.044318543 0.1150809442 0.161612144 -0.029686366 -0.083149540
#> [,31] [,32] [,33] [,34] [,35]
#> 1 -0.041243531 -0.0404861585 -0.038872632 0.0183523847 0.072801785
#> 2 -0.072544436 -0.1046112158 -0.034059933 -0.0230090667 -0.118490715
#> 3 0.031034096 0.0463444979 -0.081438559 0.1036420681 0.044734058
#> 4 -0.056053060 -0.0426115574 -0.121505005 -0.0367682875 -0.012837580
#> 5 -0.009025033 0.1350548686 -0.064268669 0.0760946329 0.102913656
#> 6 -0.086924981 -0.0011410890 0.140559945 -0.0123086971 -0.052907266
#> 7 -0.077270293 -0.0039169686 0.069849997 -0.0525197634 -0.022280801
#> 8 -0.004213272 0.0006421507 -0.165053143 -0.0063168982 0.198703454
#> 9 -0.074803107 -0.0053502553 0.040105285 0.0864405733 -0.024348483
#> 10 -0.034241617 -0.0974121124 -0.054811166 -0.1218131072 -0.030243038
#> 11 -0.066213244 0.0010798752 -0.029747986 -0.1330447937 0.054647924
#> 12 0.078604248 0.0051576128 0.064914869 -0.0232890527 -0.060325012
#> 13 -0.031455945 -0.0998678986 -0.112344416 -0.0661496372 0.072648506
#> 14 -0.021166007 0.0838711342 0.120256163 0.0642327181 -0.138200396
#> 15 -0.016355404 -0.0634928625 -0.122487256 0.0170481324 0.157816273
#> 16 -0.114999957 0.0389736244 0.023357326 0.1423624070 0.019589210
#> 17 0.024474833 -0.0373066516 0.115148923 -0.0820415906 -0.098554754
#> 18 -0.036690240 0.0068886850 0.097121933 -0.0262351220 0.044356694
#> 19 0.067091274 0.0564858270 -0.110485864 -0.0391759624 -0.014123940
#> 20 -0.093156971 0.0758888206 0.080454087 -0.0123150594 -0.107375000
#> 21 -0.118412135 -0.0334842774 0.110571022 0.0327408701 -0.044177890
#> 22 0.002504914 -0.0207803387 0.001477110 0.1638961566 -0.025636570
#> 23 0.117357539 -0.0996852380 -0.007856191 -0.0111810492 0.098939603
#> 24 -0.063589746 0.2448593680 -0.002188696 0.0195879164 -0.059703295
#> 25 0.023380969 -0.0088618254 0.128772494 0.0702842584 -0.046263636
#> 26 0.053128854 -0.0534329222 0.092096827 -0.1203497842 -0.098467006
#> 27 0.012783936 -0.0293558300 -0.068924550 -0.0997976615 0.048597654
#> 28 0.010090619 -0.0316102541 -0.125294473 0.0034721903 0.142548018
#> 29 -0.036723933 -0.0098606954 0.193187042 -0.0377503611 -0.134311028
#> 30 -0.034100579 -0.0080859982 0.214807147 -0.0987463242 -0.050798694
#> 31 0.071095308 0.0656234304 0.003813563 0.0950969640 -0.012117512
#> 32 -0.010410385 -0.1429073426 -0.027093042 -0.0137249579 -0.051802676
#> 33 -0.031434993 -0.1126101595 0.053996021 0.0763906218 -0.097460370
#> 34 0.180020621 -0.0489424459 -0.056175517 -0.0925726741 -0.048831481
#> 35 -0.071470237 -0.0937740788 -0.151223616 -0.0627450671 0.047541101
#> 36 0.586641169 -0.0693884518 -0.049942298 -0.0561715548 0.012335192
#> 37 -0.105270647 0.6225233650 0.001221161 0.0903341571 -0.056292850
#> 38 -0.073585791 0.1289712982 0.111754969 -0.0077732177 -0.059391433
#> 39 -0.084343285 0.0027023697 0.621042156 -0.0115000340 -0.113058476
#> 40 -0.083952365 0.0984355422 -0.004879858 0.6144219798 0.007619943
#> 41 -0.109165537 -0.0220432134 -0.010423159 0.0577208334 -0.065648765
#> 42 -0.037877710 -0.0706235554 -0.128870390 -0.0148121479 0.636854071
#> 43 -0.018401420 -0.0263066382 0.003301665 0.0031407540 -0.067864955
#> 44 -0.076858556 -0.0167512014 0.124558283 0.1392654906 -0.115173015
#> 45 -0.078299188 -0.0152570890 0.156046957 -0.0994321276 -0.102162446
#> 46 -0.010096320 0.0917932066 0.006599371 0.0322953195 0.056484461
#> 47 -0.037527385 -0.0018088099 0.079981695 -0.0756600623 -0.036832425
#> 48 -0.127394336 -0.0249900768 -0.063462644 -0.1085674373 0.009917372
#> 49 -0.064136874 0.0382236645 0.089245180 0.0115558832 0.095728183
#> 50 0.165894660 -0.1587618090 -0.056912879 -0.1331432185 0.081609307
#> 51 0.038420219 -0.0877033443 -0.124431414 -0.0877439597 0.014960670
#> 52 -0.083592196 -0.0303399659 -0.076321786 0.0855653593 0.058571638
#> 53 -0.044655620 -0.0176744177 0.023343365 0.1442833401 0.071465419
#> 54 -0.008310627 0.0431302709 0.022569764 -0.0777378140 -0.024881741
#> 55 -0.038637714 0.0619967893 0.011951218 0.0463074559 -0.006042524
#> 56 -0.068996366 -0.0737272908 -0.041131105 -0.0579632875 0.045077773
#> 57 0.031005441 -0.0611374053 0.012327618 -0.0437978059 -0.012209511
#> 58 -0.045752973 -0.0132793358 0.215612309 -0.0751296638 -0.104761873
#> 59 -0.055815896 0.0964638203 0.026848514 -0.0775309863 -0.047188561
#> 60 0.095466616 -0.0336758509 0.009107082 -0.0610012056 0.044774258
#> 61 0.045574451 0.0570993215 -0.114984796 -0.1078143471 0.035493316
#> 62 0.144209559 -0.0687789127 -0.080540479 -0.0325147961 0.103552219
#> 63 -0.076452635 0.0266968577 -0.155466137 0.0956987726 0.061059881
#> 64 0.025531950 -0.0646669200 -0.082367820 0.0002432595 -0.044740657
#> 65 0.012466811 -0.0630591324 -0.056929731 -0.0691926824 0.097476078
#> 66 0.303860902 -0.0707943391 -0.074628100 -0.0484416593 -0.023478508
#> 67 0.014894552 -0.0343742698 -0.077824189 -0.0543983997 0.002614172
#> 68 -0.044041975 0.0446668395 0.021346991 0.0203540869 0.014715009
#> 69 0.106193641 0.0688012044 -0.095007015 -0.0420233645 0.025212105
#> 70 -0.047874160 0.0219490628 -0.037966358 0.0609445041 0.040213903
#> 71 -0.014197726 0.0049764228 -0.047393347 0.0715266903 -0.042183301
#> 72 0.068889239 0.0642903530 -0.018017110 0.0104002705 -0.046912786
#> 73 0.038869250 -0.0743324139 -0.075506685 -0.1330491293 0.025411837
#> 74 0.045541712 0.0097652125 -0.088097887 -0.0560747509 -0.091208629
#> 75 -0.071020843 0.0428467958 -0.111446563 0.1077795340 0.057672143
#> 76 -0.021841908 0.1189708814 -0.040051170 -0.0270343989 0.068853035
#> 77 0.122394838 -0.1085516046 -0.102446495 -0.0119255617 -0.042342875
#> 78 0.178970553 0.0315725868 -0.071651529 0.1161503001 -0.103554448
#> 79 0.079962609 0.0052950035 -0.049892098 -0.0591200626 -0.115115788
#> 80 -0.045756222 -0.0444265394 0.223075702 0.1237787082 -0.103207212
#> [,36] [,37] [,38] [,39] [,40]
#> 1 -0.0414030046 -0.001520639 -0.0752909347 -0.069444315 -0.0844527166
#> 2 -0.0459687145 0.071909285 -0.0407825453 -0.166230375 0.0512696509
#> 3 -0.0345603606 0.035622031 -0.0445515113 -0.016691736 -0.0332334674
#> 4 0.0100662533 -0.051688373 -0.0521725677 -0.035303933 0.1563243983
#> 5 -0.0034248746 -0.067560716 -0.1362347502 0.223464124 -0.0037370167
#> 6 -0.0436568718 0.087413850 0.0222039409 0.161103144 0.0710943156
#> 7 -0.0059174824 -0.050767289 0.0397899749 -0.019144966 -0.0300599506
#> 8 -0.0984708389 -0.116662873 -0.0467570164 0.124110151 0.0374570166
#> 9 -0.1169897434 0.100653779 0.1977340467 -0.154932318 0.0510955190
#> 10 0.0057122542 0.006086865 -0.1481856340 -0.084412974 -0.0092549013
#> 11 -0.0500182762 -0.129862443 0.0191554722 0.048937977 -0.0030994971
#> 12 0.1411155193 -0.034757015 0.0303354256 0.112480191 -0.0639818057
#> 13 -0.0176341423 -0.074087447 -0.0425672713 -0.063625005 0.0060399088
#> 14 0.0264486840 0.000354371 0.0396824305 0.049194520 -0.1089948683
#> 15 -0.0324710176 -0.055725090 0.0104159564 -0.152378444 -0.0034505316
#> 16 -0.0419013263 -0.021624312 -0.0969616955 0.064531393 -0.0507676595
#> 17 0.0496299938 -0.017980164 0.1755676367 -0.049544860 -0.0368932819
#> 18 -0.0181109037 0.001862855 0.1044071220 0.035381972 0.0273301912
#> 19 -0.0486135926 -0.109545318 0.0763560331 -0.120861017 0.0005507265
#> 20 0.0353889562 -0.014765412 0.2522960193 -0.058923559 -0.0532176908
#> 21 0.1191599406 0.073722909 -0.1047151556 0.007572280 -0.0621141760
#> 22 0.0955756625 0.066493424 -0.0532707628 0.034974635 -0.0447283174
#> 23 -0.0057817926 0.047729653 -0.0370708840 -0.024690234 -0.0547534172
#> 24 -0.0681288455 -0.023665564 -0.0690660641 0.019160109 -0.0545442751
#> 25 0.0377333525 0.013193508 0.0438364298 0.100728475 -0.0868638671
#> 26 0.1055811684 0.070911527 0.1252952286 -0.011181797 -0.0207259079
#> 27 -0.0611380280 -0.028334809 -0.0516198922 0.002928568 0.0288052485
#> 28 -0.0929557370 0.009325627 -0.0830500066 -0.034645421 -0.0418751797
#> 29 0.0051319788 0.139923387 0.1806800535 -0.139212033 -0.0517255396
#> 30 0.1248701649 -0.046580243 -0.0025302332 0.020250645 0.0398752763
#> 31 0.0143916090 0.143645843 -0.0939645322 -0.047014937 -0.0248699377
#> 32 0.2188960225 -0.029720532 -0.1707041187 -0.036708484 -0.0513154853
#> 33 0.0725116668 0.161769808 0.0329174803 -0.130290584 -0.0526517136
#> 34 -0.0670766019 -0.127518794 0.0873369046 -0.078273366 -0.0611735914
#> 35 -0.0987084461 -0.036478070 -0.1837170721 0.008809442 -0.1105830997
#> 36 0.0087788967 -0.030426482 -0.0457375206 0.023776055 -0.0646797325
#> 37 -0.0350085168 -0.006201323 -0.0185776177 0.089783386 0.0018423315
#> 38 0.0829714061 0.051455327 0.0650645991 0.008386718 -0.0041317538
#> 39 -0.0039190047 0.136589370 0.1542076375 0.006070760 -0.0351490272
#> 40 0.0025402606 0.157916754 -0.0946512711 0.038386884 -0.0736336439
#> 41 0.0693672083 0.131454889 0.0462505317 -0.056512561 0.0892394052
#> 42 -0.0908975393 -0.118953843 -0.1198136803 0.040143935 0.0224190748
#> 43 0.6138214864 -0.001410840 -0.0568633985 0.002341504 -0.0481614274
#> 44 -0.0206625972 0.633073243 0.0141061701 -0.049578338 -0.0057886874
#> 45 -0.0622447484 0.027976577 0.6192028363 -0.107630031 0.0732113095
#> 46 -0.0043505543 -0.037018640 -0.1089407396 0.620513545 -0.0029281830
#> 47 -0.0488580204 0.037882392 0.0814826963 -0.001661861 0.0462937432
#> 48 -0.0836957143 -0.022071218 0.0430583726 -0.031770411 0.6493557732
#> 49 -0.0850380706 0.003900725 -0.0830712631 0.198928604 -0.0011904321
#> 50 -0.0962497076 -0.119236207 -0.0266230767 -0.023133320 -0.0099699214
#> 51 0.0525025477 -0.091166230 -0.0162112451 -0.085451686 0.0835576777
#> 52 -0.1320486850 0.087305526 -0.0920178338 -0.082505154 0.0526107974
#> 53 -0.1205668114 0.152676813 0.0776241268 -0.123710257 0.0545869572
#> 54 0.1311587933 0.037352199 -0.0265315529 0.050285868 0.0737074015
#> 55 -0.0908802183 0.064962702 -0.0180938907 0.031516548 0.0311726698
#> 56 0.0668389531 -0.034897972 -0.0546768209 -0.042616496 -0.0617561339
#> 57 0.0887039597 -0.082713671 -0.0397800677 -0.091758753 -0.1032268083
#> 58 0.0033517644 0.012637707 0.0892619949 -0.024089350 0.0271398959
#> 59 0.1143342412 -0.001435634 -0.0025171830 0.143101864 -0.0264999797
#> 60 0.0618824418 -0.118887787 -0.0576505290 0.080521892 -0.0987223816
#> 61 -0.0675344894 -0.131572499 -0.0085158078 -0.030880710 -0.0516072689
#> 62 0.0053427075 -0.037908546 -0.0695444654 -0.066222479 0.0204292184
#> 63 -0.1678317518 -0.070894603 -0.1100458460 -0.043847563 -0.0295294552
#> 64 -0.0807730470 0.082275211 -0.0681491987 -0.022059283 0.0869635764
#> 65 -0.1408588239 -0.039196731 0.0704406444 -0.086568372 0.1408007120
#> 66 -0.0069026714 -0.028334985 0.0000902947 -0.025901218 -0.0833947549
#> 67 0.0663341084 -0.123979194 -0.0013325924 0.004360235 -0.0568032594
#> 68 -0.0334864041 -0.121043215 0.0351064248 -0.036315415 -0.0518170457
#> 69 -0.0161988104 -0.110986908 -0.0257016204 -0.034942521 -0.0158267199
#> 70 -0.0710747147 -0.021760110 0.0517984366 -0.002463993 0.0651044823
#> 71 0.1205577346 0.027921165 -0.1284890441 0.095590137 0.0372998063
#> 72 -0.0969349110 -0.065741665 0.1412283894 -0.013066617 -0.0865106741
#> 73 -0.0381535527 -0.054038028 0.0096689305 -0.077647136 0.0605851556
#> 74 0.0951835760 -0.043786615 0.0016164953 0.019889792 0.1022027788
#> 75 -0.0955311136 -0.064468582 -0.0354705546 -0.003339146 0.0908810545
#> 76 -0.0509650979 -0.106909062 -0.1166404750 0.335500541 -0.0126073867
#> 77 0.0402310842 -0.052345607 -0.0376934570 -0.085855487 0.0039733278
#> 78 -0.0005874916 -0.023601310 -0.0675253058 0.015532163 -0.0851860217
#> 79 0.0442524843 -0.067934878 0.0738785003 -0.049556399 -0.0639308830
#> 80 0.0038167875 0.191768165 0.0519814690 -0.025663140 -0.0110999238
#> [,41] [,42] [,43] [,44] [,45]
#> 1 0.024574275 0.0168162052 -0.0550289802 0.0872949528 -0.123682885
#> 2 -0.010099483 0.0398139642 0.1487486875 0.0097350190 0.070708592
#> 3 -0.042517173 -0.0357428743 0.1185550434 0.0048617429 0.006989542
#> 4 0.066527865 0.1740868808 -0.0606418636 -0.0801068342 0.075984218
#> 5 -0.016173731 -0.0330534014 0.0298626370 -0.0816398908 0.028983092
#> 6 -0.110490373 -0.0996472474 -0.0499472676 -0.0477728049 0.020065479
#> 7 0.027775431 -0.0577817105 -0.1552503779 -0.0862528780 -0.073445887
#> 8 -0.010773367 -0.0625235442 0.0217847454 -0.0825934962 -0.006999925
#> 9 -0.026771552 0.0606897755 0.1216869366 0.3289462118 -0.122270320
#> 10 0.058976798 0.0285606917 -0.0035879850 -0.0829991834 0.189800368
#> 11 0.009071249 -0.0699945365 -0.1377727355 -0.1205397288 -0.090191687
#> 12 -0.004080240 -0.0327608274 -0.1727444992 -0.0984265227 -0.031952307
#> 13 0.020698225 0.0812886301 0.1192091233 0.0446943760 -0.072524636
#> 14 -0.104055951 -0.1385101343 -0.0670116225 -0.1103546904 0.014574319
#> 15 0.036617371 0.1603724119 0.0631872764 0.2181905077 -0.116653114
#> 16 -0.103692207 -0.1024954471 0.1292464594 -0.0207049069 -0.032571420
#> 17 -0.032866322 -0.0091058550 -0.0425820025 -0.0248848815 -0.028972461
#> 18 0.003318144 0.0264192859 -0.0472189714 0.0697393893 -0.007307572
#> 19 0.003530775 0.1692411594 -0.0516476052 0.0816043294 -0.072477121
#> 20 -0.089157014 -0.0721026384 -0.1228883882 -0.0679742567 -0.064517863
#> 21 -0.023793121 -0.0598335108 0.0315268039 -0.0649368884 0.088627317
#> 22 -0.119111850 -0.1213648775 0.0617961452 -0.0008646994 -0.086399699
#> 23 0.084647620 -0.0438320780 0.1350616026 0.0365953625 0.059064969
#> 24 -0.129181896 -0.1605820044 -0.0378955190 -0.1062389466 -0.024301436
#> 25 -0.085588605 -0.1021368989 -0.0959407694 -0.0371782370 -0.090663142
#> 26 -0.038009460 -0.0661322231 -0.1591343227 -0.1122172567 0.064111543
#> 27 -0.028030558 -0.0287002213 0.0385346131 0.0405570350 -0.022037996
#> 28 -0.120114040 -0.0973951967 0.0387510577 0.0881699758 -0.121822729
#> 29 -0.118607962 -0.0473931018 -0.0577963957 0.1058710478 0.020329941
#> 30 -0.021652748 -0.0670316270 -0.1370259740 -0.1184894381 0.082281738
#> 31 -0.092695765 -0.1006655287 0.1418106184 0.0671391565 -0.011561605
#> 32 -0.029053625 -0.0455911669 -0.0819400812 -0.1553771014 0.032249356
#> 33 -0.012556932 0.1257036478 0.0709994298 0.1269589960 -0.010306471
#> 34 0.089310343 0.0178854816 -0.0877616818 -0.0186699201 -0.039435452
#> 35 -0.056282403 -0.0722822882 -0.0146947050 -0.0640539692 -0.061751596
#> 36 0.201274567 0.0575380551 -0.0421199224 -0.0277147943 0.005420782
#> 37 -0.159264098 -0.1044677038 -0.0247498882 -0.0366157875 0.020979484
#> 38 -0.124311524 -0.0788185926 -0.1038113780 0.0552206527 -0.039833947
#> 39 -0.055933959 -0.1397145641 -0.0692504996 0.0058832046 0.001900186
#> 40 -0.125544122 -0.0964069340 0.0992568221 0.1334433554 -0.091787216
#> 41 -0.099106035 0.0424959506 -0.0790827486 0.0564674536 0.048192105
#> 42 0.066776312 -0.0161343953 0.0498310094 0.0381933432 -0.061363234
#> 43 -0.088050118 0.0444400668 -0.1177567287 -0.1308063026 0.117709885
#> 44 -0.130288374 -0.1184804674 0.0823457260 0.1231855655 0.004651534
#> 45 -0.023804837 -0.0296550758 -0.0831072275 0.0620032857 -0.045361812
#> 46 -0.021625789 -0.1002062253 -0.0749052561 -0.1406418064 0.030144901
#> 47 0.047589616 -0.0403869371 0.0393091939 -0.0032407801 0.009151751
#> 48 -0.037304618 0.0399609100 0.0313684669 0.0088131791 0.024724206
#> 49 0.024863091 -0.0794304051 0.0667837913 0.0260557801 -0.012495131
#> 50 0.622021076 0.1739261186 -0.0737979252 -0.0301669530 -0.008846820
#> 51 0.190188189 0.6057590055 -0.0839387234 0.0145214245 0.020214066
#> 52 -0.079890292 -0.1062931606 0.6281134427 0.1061512783 -0.026470566
#> 53 -0.011727872 0.0166984349 0.1306827258 0.6035819952 -0.106114537
#> 54 0.012801678 0.0256004936 0.0012702989 -0.1029051194 0.600372578
#> 55 0.061759736 -0.0259727944 0.1609644583 0.0582564021 0.191234562
#> 56 0.066811794 0.1652062151 -0.0865091108 -0.0121780043 -0.026601059
#> 57 0.050688610 0.1405813429 -0.0716339570 -0.0309924390 -0.046071862
#> 58 0.084563008 -0.0001039762 -0.0362399873 -0.0669111142 0.260478074
#> 59 -0.062981095 -0.0622624177 -0.2094536454 -0.1230450591 0.041112738
#> 60 0.091468353 0.0281368462 -0.1331586730 -0.0861153498 -0.009196938
#> 61 0.052857417 0.0018877648 -0.0740784616 -0.0698980348 0.032325611
#> 62 0.188208574 0.1449781604 0.1383230258 0.0840827029 0.052227758
#> 63 -0.085664979 -0.1147162098 0.0881166338 0.0198207480 -0.122596048
#> 64 -0.016587101 -0.0094679266 0.2439845880 0.0164838528 -0.033004988
#> 65 0.187628416 0.1152876007 0.1303158299 0.1017877629 0.084851561
#> 66 0.083314914 -0.0069259232 -0.0337720547 -0.0764602665 0.014800258
#> 67 -0.018449037 0.0191550946 -0.0966767173 -0.0829089271 -0.094107168
#> 68 0.008925975 -0.0315407328 -0.0035030678 -0.0248031998 -0.101954490
#> 69 0.103120044 0.1189576121 0.0111965287 -0.0499795574 0.073466606
#> 70 -0.046617545 0.0028664338 -0.0220127115 0.0334067852 -0.057396451
#> 71 0.016624656 0.0596100735 -0.1044350629 -0.0656246502 0.006348829
#> 72 -0.025544048 -0.0547319691 -0.1165809501 0.0754083355 -0.077302937
#> 73 0.073195538 0.0458299496 0.1411096878 -0.0353397506 0.056493753
#> 74 0.049435204 0.1896965653 -0.0449190108 -0.0949418721 0.085559276
#> 75 -0.052805373 0.0105814031 0.1798041007 0.1037755978 -0.068520739
#> 76 0.002731737 -0.0794814056 -0.0313744634 -0.1269341320 -0.021525025
#> 77 0.070318760 0.0956982010 -0.0009881718 -0.0360767877 -0.023790054
#> 78 -0.017289287 0.0031606336 0.0013955980 0.0015270821 -0.088842327
#> 79 -0.003445489 0.0482860820 -0.0755812933 -0.0997250860 0.006232746
#> 80 -0.070623397 -0.0753603918 0.0370162765 0.0978744156 -0.067333049
#> [,46] [,47] [,48] [,49] [,50]
#> 1 -0.062171087 0.1509964691 0.1182954163 -0.125250966 0.0111780819
#> 2 0.112399271 -0.0490429686 -0.0056018384 0.078625248 -0.1357656541
#> 3 0.104456987 -0.0049570188 -0.0376021315 -0.099213779 -0.0479027385
#> 4 0.046783126 0.1057839729 -0.0152622446 -0.012426123 -0.0076670916
#> 5 0.049073870 -0.0445507619 -0.0375725533 -0.073299212 0.0214376857
#> 6 -0.076844033 -0.1063402162 -0.1037730872 0.079364185 0.0278001407
#> 7 -0.095449791 0.0462277461 -0.0249934787 0.009961133 0.2203338888
#> 8 -0.028368005 -0.0993958215 -0.1249036145 -0.099981480 0.0293424170
#> 9 0.019372160 0.0065740654 0.0154119171 -0.058797881 -0.1186778540
#> 10 0.026044913 0.0245974286 -0.0403006988 0.069659051 -0.0175017270
#> 11 -0.186110613 -0.0980986331 -0.1216055064 -0.070023232 0.0837923825
#> 12 -0.151919801 -0.0014719228 -0.0354348070 0.005677418 0.1620472045
#> 13 -0.093489657 -0.0856779586 -0.0807173406 -0.055572843 -0.1371746858
#> 14 0.021342608 -0.1006364833 0.0032774423 0.150600486 0.0644985141
#> 15 -0.079822069 0.0860419471 0.0114856909 -0.129356441 -0.0979932850
#> 16 0.070273964 -0.0318376903 0.0138555224 -0.061502183 -0.0976533718
#> 17 -0.097183026 -0.0496431927 0.0312601073 0.040511990 -0.0802956782
#> 18 0.040544050 0.1233367289 0.1387837643 -0.038172422 0.0215140257
#> 19 -0.032763674 -0.0237786671 0.0655269962 -0.046749625 -0.0895722877
#> 20 -0.094246430 0.0490834079 0.0559585659 0.057177058 0.1343638586
#> 21 0.158246118 0.1555319087 0.0719952540 0.019692687 0.0342060415
#> 22 -0.104505302 -0.1355211672 -0.1070420857 -0.110180583 -0.0232884458
#> 23 0.114948404 0.0441459062 -0.0281248211 -0.026427403 -0.1006984438
#> 24 0.015710383 -0.0353888178 0.0064219068 -0.027059544 0.0918280567
#> 25 -0.117456588 -0.0578707307 -0.0184401796 -0.018643706 0.0837004108
#> 26 -0.130437695 -0.0220977869 -0.0531470299 0.022735027 0.1581027478
#> 27 -0.077270462 -0.1251067974 -0.1725264631 -0.093202182 -0.0698454126
#> 28 -0.078428534 -0.0676333390 -0.1247070800 -0.213258269 -0.0382413183
#> 29 -0.033668080 -0.0368701942 0.0053539007 0.054952017 -0.0623783259
#> 30 -0.066061255 -0.0570124774 -0.0166991691 0.075081208 0.1198526025
#> 31 0.074386003 -0.0578158294 -0.0534930771 -0.050682374 -0.0215860344
#> 32 -0.116477265 0.0008584718 0.0505294426 0.003028325 -0.0097044769
#> 33 0.011398904 0.0997116812 0.1687969643 0.102995263 -0.1327419296
#> 34 -0.016481817 -0.0489668201 0.1290140821 0.083908080 -0.0656905698
#> 35 -0.074717719 0.0168415512 -0.0483825088 -0.095134042 -0.0916980631
#> 36 -0.029451964 -0.0357561547 0.0532958584 -0.027863102 -0.0084805855
#> 37 0.035300344 -0.0763692750 -0.0747291840 -0.031271661 0.1079169355
#> 38 -0.076251071 -0.0027428346 0.0038274717 -0.034302561 0.0889390139
#> 39 -0.013264018 -0.0422918802 0.0002170482 0.199101193 0.0397828377
#> 40 0.027712396 -0.0525038865 -0.0492881994 -0.085020604 -0.0579764859
#> 41 0.020512022 -0.0053626177 -0.0718380017 -0.035684444 0.0982602200
#> 42 -0.047069675 0.0281050827 -0.0401319957 -0.137084903 -0.0500661519
#> 43 -0.108874785 0.0728988475 0.0838140596 -0.005938682 0.1344892350
#> 44 0.027716378 -0.0480898346 -0.1068553274 -0.015904496 -0.0005323972
#> 45 -0.041469807 -0.0539982764 -0.0500513177 0.074590199 0.0122564609
#> 46 0.006829923 -0.0432486598 -0.1033407114 -0.040071854 0.1565647994
#> 47 0.057043959 0.0210342468 -0.0083465820 -0.013873776 0.0219455656
#> 48 -0.022356184 -0.0912305263 -0.1436509952 -0.017684837 -0.0418792727
#> 49 0.046253098 -0.0425298157 -0.1006264437 -0.001501085 -0.0470110271
#> 50 0.035565580 0.0646720983 0.0375991199 0.067072972 -0.0510256911
#> 51 -0.035904880 0.1793285904 0.1437539237 -0.001331942 -0.0340449430
#> 52 0.128677935 -0.0947411726 -0.0908158135 -0.059822390 -0.2035906079
#> 53 0.050501327 0.0041213813 -0.0256428479 -0.065962069 -0.0926505741
#> 54 0.186688904 -0.0070922562 -0.0375128537 0.264636537 0.0747166401
#> 55 0.595826920 0.0204676154 -0.0107630606 0.129680546 -0.0585002597
#> 56 -0.003586846 0.6198813809 0.2418291087 -0.049043279 0.0300387027
#> 57 -0.023867727 0.2527789033 0.6089315863 0.050405169 -0.0597255184
#> 58 0.120976426 -0.0336929387 0.0548057150 0.604531040 0.0071683079
#> 59 -0.096649820 0.0159436033 -0.0847704124 -0.022277132 0.6339764802
#> 60 -0.042382202 0.0332339706 0.0889887189 0.087134830 0.0636254350
#> 61 -0.034112836 -0.0249704102 -0.0194629725 -0.013964922 0.0064098121
#> 62 0.021936983 0.0346909400 0.0034572342 0.006368093 -0.1056791464
#> 63 0.005139835 -0.0705497333 -0.1526060803 -0.125351248 -0.1121349451
#> 64 0.069526328 -0.0692486136 -0.0638203380 -0.095690341 -0.1261670835
#> 65 0.212597204 0.0270674837 -0.0023246408 0.041168085 -0.1092539606
#> 66 -0.020018908 0.0025423337 0.0088691588 -0.026121174 -0.0080826366
#> 67 -0.089667982 0.0763668183 0.0843440655 -0.127887856 0.0166813168
#> 68 -0.024942856 0.0358387880 0.0463253593 -0.032497129 -0.0134227580
#> 69 0.080887606 0.0128387115 0.0662189646 0.027532334 0.0025149455
#> 70 -0.046796548 -0.0223624318 0.0233484880 0.022560487 0.0044319207
#> 71 -0.058995645 -0.0165178110 -0.1080603680 -0.051508376 0.1283286411
#> 72 0.019411342 -0.1073875174 -0.0410626306 -0.040308918 0.0507320223
#> 73 -0.010338454 -0.0292237745 -0.0566157772 0.061737440 -0.1214969826
#> 74 0.023806234 0.0267628979 0.0349773782 0.038955464 0.0268446948
#> 75 0.069144585 -0.0701046038 -0.0311858178 -0.031270423 -0.0744970305
#> 76 -0.004721981 -0.0555590005 -0.0831058839 -0.050775556 0.0462268498
#> 77 -0.056590715 -0.0215949410 0.0251837106 0.067071977 -0.0897783499
#> 78 0.025389663 -0.0243684346 0.1137017937 -0.053010777 -0.0638047263
#> 79 -0.064406312 0.0367230616 0.1401661234 0.146380338 -0.0128317910
#> 80 0.033168371 0.0062246556 0.0573161110 0.055063946 -0.0271385764
#> [,51] [,52] [,53] [,54] [,55]
#> 1 -0.0998827646 -0.138277186 -0.055756305 -0.0676104954 0.0387025192
#> 2 -0.1427021942 -0.082515986 0.032137692 -0.0808913479 0.1274131956
#> 3 -0.0289535302 0.036459691 -0.003721244 0.1165900921 0.0957507824
#> 4 -0.0356557644 0.021836079 0.023427897 0.0264199309 -0.0129812943
#> 5 -0.0262814903 -0.039317796 -0.035296193 0.0611748439 0.1485611970
#> 6 0.0532984824 -0.071753229 -0.111331793 -0.0503647808 -0.0338195601
#> 7 0.0672520974 0.077187408 -0.116267328 -0.0042038467 -0.1509122980
#> 8 -0.0554163254 0.081467411 -0.073088696 0.1947895631 -0.0226012769
#> 9 -0.1188170817 -0.049421743 0.021490946 0.0303863429 0.0598863799
#> 10 -0.0954865885 -0.083183277 0.021545258 -0.1459250179 -0.0548228672
#> 11 -0.0253763151 0.020846431 -0.101799133 0.0009585552 -0.1462468368
#> 12 0.2141776737 0.035393375 -0.004034925 -0.0371291437 -0.0938102116
#> 13 -0.0068056876 -0.039636959 0.219043113 -0.0176443755 0.0698239991
#> 14 0.1098158804 0.007613102 -0.086693814 -0.0570834305 -0.0200460304
#> 15 -0.0301511375 -0.031660243 0.115729054 0.0878276484 -0.0218967610
#> 16 -0.1401253638 -0.145135053 -0.109671674 0.0312748811 0.1226120604
#> 17 -0.0010870682 0.020681206 0.018904410 -0.1214673799 0.0133693982
#> 18 -0.0362517402 -0.087065034 -0.071459003 -0.1010875122 0.0446070536
#> 19 0.0840261409 0.189178442 0.081003995 0.0257832565 -0.0717161772
#> 20 -0.0208633500 0.045052414 -0.150957894 -0.0326623738 -0.1157851296
#> 21 -0.0488927762 -0.113083278 -0.064541525 -0.0921088301 0.0115197175
#> 22 -0.0684688786 -0.131415257 0.018338982 -0.0193150920 0.1349851595
#> 23 0.0640245789 0.091722295 0.185474902 0.0068893094 0.0204385382
#> 24 -0.0625323206 0.048578036 -0.150272120 0.0659563417 -0.0469036683
#> 25 0.1767394738 -0.030984481 -0.088013049 -0.0615974667 -0.0864936008
#> 26 0.0086677522 0.029174751 -0.103959562 -0.1328961811 -0.1042669683
#> 27 -0.0100412601 0.032716476 0.185466549 0.0030421703 0.0314560169
#> 28 -0.0808201224 0.033121943 -0.053274859 0.1275578222 0.0299769533
#> 29 -0.0408167771 -0.043937327 -0.104079101 -0.0854843978 -0.0784479971
#> 30 0.0431758676 -0.005323066 -0.102553451 -0.1579876076 -0.1059470891
#> 31 -0.0160714445 -0.074680759 0.060478294 0.1213046469 0.1283644954
#> 32 -0.0033447832 -0.106126834 -0.025648550 -0.1268291378 -0.1008822135
#> 33 -0.0437426160 -0.113105944 0.035144219 -0.0871928134 -0.0269794632
#> 34 0.0671984202 0.123420795 0.015289755 -0.0106958444 -0.0388582343
#> 35 -0.0758804297 -0.055987213 -0.079918372 0.0925351546 -0.0172568703
#> 36 0.1069500273 0.075134769 0.140256593 -0.0087375572 0.0528340685
#> 37 -0.0580746352 0.050777443 -0.108614074 0.0585297393 -0.0732469975
#> 38 0.0425323112 0.006707403 -0.086109925 -0.0797063965 -0.1168380886
#> 39 -0.0138104935 -0.119825465 -0.118894431 -0.1221520459 -0.0894666881
#> 40 -0.0772986048 -0.106034840 -0.064248572 0.1356330394 -0.0002354329
#> 41 -0.0579705163 -0.032154414 -0.042011693 -0.0276109142 -0.0344565621
#> 42 0.0060447677 0.014840732 0.049386352 0.0785620562 -0.0676514405
#> 43 0.0461855360 -0.065154489 -0.025790575 -0.1272969915 -0.0806512460
#> 44 -0.1538364492 -0.148444256 -0.088293586 -0.0496115997 0.0631452557
#> 45 -0.0787287846 -0.011517157 -0.106059098 -0.0748924357 -0.0734087476
#> 46 0.0581329279 -0.035192768 -0.104047820 -0.0100048617 -0.0286295406
#> 47 -0.0835736786 -0.003712493 -0.041314196 -0.0392807012 0.1099867219
#> 48 -0.1499535742 -0.084761555 -0.046238351 -0.0245289818 0.0515510906
#> 49 -0.0264476579 -0.091354328 0.045303534 0.0172435601 0.0544848534
#> 50 0.0675718569 0.047037828 0.148875702 -0.0533298082 -0.0246648894
#> 51 0.0205024213 0.012330246 0.121907359 -0.0661189687 -0.0012836447
#> 52 -0.1631475351 -0.085990418 0.092897787 0.1143594377 0.2298144328
#> 53 -0.0915727644 -0.057278543 0.063188912 0.0705949995 0.0268451451
#> 54 -0.0114449351 0.048154520 0.034543384 -0.0686123793 -0.0194342782
#> 55 -0.0400845411 -0.013738269 0.008798267 0.0636691619 0.0876426959
#> 56 0.0114771704 -0.028650304 -0.002502237 -0.0360748675 -0.0751867070
#> 57 0.0781817133 -0.012193072 -0.022786148 -0.1071814200 -0.0588086368
#> 58 0.0807283703 -0.002294475 -0.015474743 -0.0755260418 -0.0862780939
#> 59 0.0277735354 -0.011365181 -0.156967423 -0.0917551787 -0.1462002763
#> 60 0.5981245807 0.158410787 0.047742519 -0.0165121021 -0.1502306610
#> 61 0.1403338810 0.616201487 0.037063070 0.0355793224 -0.1172526984
#> 62 0.0631788960 0.070576352 0.582688204 0.0083012276 0.1245181157
#> 63 -0.0727437681 -0.002575437 -0.063366815 0.6543562466 -0.0399094359
#> 64 -0.1660493677 -0.114994499 0.093263032 0.0005035233 0.6139432874
#> 65 -0.0965013121 0.056318837 0.090876992 0.0373462115 0.1161400157
#> 66 0.0649319889 0.092418968 0.076249804 0.0069626796 -0.0184612477
#> 67 0.1033314063 0.092872994 -0.014761341 -0.0573620828 -0.0232667846
#> 68 -0.0241954520 -0.003572422 -0.076986812 0.1152434423 -0.0483901534
#> 69 -0.0095129262 0.154994725 0.063873326 0.0501006001 0.0732308863
#> 70 0.0367224907 -0.002042637 -0.061099686 0.0141194453 -0.0694676104
#> 71 -0.0080754085 -0.081235104 -0.026153042 -0.0058349333 -0.0629021111
#> 72 0.0205553207 0.075176879 -0.131069341 0.0588584856 -0.1032177574
#> 73 -0.0053818372 0.042271617 0.249924954 -0.0271613916 0.0798106788
#> 74 0.0223077445 0.037990176 0.045093113 -0.0784034841 0.0480755072
#> 75 -0.0522334136 -0.042250516 0.042034750 0.1659165857 0.1148009677
#> 76 -0.0002504116 -0.017540604 -0.086352438 0.0774367015 -0.0027658563
#> 77 0.1812801797 0.088496132 0.181057587 -0.0017038227 -0.0197190185
#> 78 0.0274919490 -0.031851204 -0.012032752 0.0362536319 0.0635694201
#> 79 0.1043999984 0.184010678 -0.004159937 -0.0056675653 -0.0636552411
#> 80 -0.0417595644 -0.170837310 -0.050826676 -0.0468170499 0.0584937850
#> [,56] [,57] [,58] [,59] [,60]
#> 1 -0.003979373 -0.0406776906 -1.076380e-02 0.066437157 0.0449635272
#> 2 0.109359216 -0.0375202950 -6.415485e-02 -0.086996132 0.0223379777
#> 3 0.064378993 0.1918270049 9.522078e-02 0.020510292 0.1076344374
#> 4 0.094534982 -0.0114350431 4.154596e-02 -0.065815912 0.0056034605
#> 5 -0.045805736 -0.0488981849 -4.309570e-02 0.077232336 0.1559401414
#> 6 -0.086234206 -0.0862263010 -1.106827e-01 -0.109992565 -0.1613065609
#> 7 -0.057999859 -0.0400224704 2.579927e-03 0.112515230 0.0611918665
#> 8 0.077375584 0.0362304299 1.189992e-05 0.025211800 0.0594579488
#> 9 0.148865884 0.0033679461 -2.526408e-02 0.116317474 0.0233974614
#> 10 -0.008659806 0.0077311765 -1.253399e-01 -0.087681324 0.0134735895
#> 11 -0.057436641 -0.0576054332 -9.052386e-02 -0.002572960 -0.0565602932
#> 12 -0.147776795 0.0384898198 1.442868e-01 -0.053815011 -0.0977767164
#> 13 -0.040385878 -0.0736407985 -3.816850e-02 -0.074968856 -0.0582126660
#> 14 -0.083819301 0.0490453787 6.163993e-02 0.009219205 0.0039433876
#> 15 0.051694308 -0.0240708488 1.567649e-02 0.092772957 -0.0039157780
#> 16 0.002178075 -0.1275114178 -5.844825e-02 0.108947973 -0.0311093997
#> 17 -0.041141549 -0.0773820254 5.298097e-02 -0.022835531 -0.0658327217
#> 18 0.099618201 -0.0883164239 1.209916e-01 0.033567968 -0.0553888660
#> 19 0.011749520 0.0764570000 5.696504e-03 0.011115405 0.1545225644
#> 20 -0.086167092 0.0421488083 4.965215e-02 0.147737228 0.0413617638
#> 21 -0.019191497 -0.0762560934 -3.056187e-03 0.048818775 -0.0411770309
#> 22 -0.115929279 -0.0159431581 -9.108904e-03 -0.031025093 -0.0567483730
#> 23 0.073883418 0.0949901938 6.169796e-02 -0.060482763 0.0037538666
#> 24 -0.054810773 -0.0013381290 1.193202e-02 0.082514133 -0.0025957829
#> 25 -0.138388657 0.0092615657 5.989394e-02 0.055546507 -0.0720565077
#> 26 -0.067455092 0.1289354723 6.478167e-04 -0.105196112 -0.0837103112
#> 27 -0.031108405 -0.0897636861 -7.643365e-02 -0.150512395 -0.1097474439
#> 28 -0.032266486 -0.0203540529 3.359963e-02 -0.067454021 -0.0793116592
#> 29 -0.034422322 -0.0468339565 -6.613308e-02 -0.107791119 -0.1150088806
#> 30 -0.099090506 -0.1099899153 4.678175e-02 -0.043855347 -0.0814330298
#> 31 -0.021356197 0.0114393628 -8.327835e-02 -0.023638145 0.0071982050
#> 32 -0.144362036 -0.0295973825 1.409992e-02 -0.096698605 -0.0701068313
#> 33 -0.016612520 -0.0021438168 -1.027521e-01 -0.078908081 -0.0927487544
#> 34 0.059140726 0.0975118668 1.917776e-02 0.014535263 0.0517713599
#> 35 -0.082481289 -0.1141391241 -1.419816e-01 -0.080790596 -0.1022594180
#> 36 0.021460901 0.3174689983 4.225089e-02 -0.016848226 0.1077951974
#> 37 -0.089947238 -0.0930684384 -4.290012e-02 0.035978393 0.0345205654
#> 38 -0.081831317 -0.0883982564 2.738290e-02 -0.106476993 -0.1740295927
#> 39 -0.082336628 -0.0954209907 -8.486883e-02 0.014139753 -0.1278064445
#> 40 -0.087979403 -0.0626143735 -5.482287e-02 0.019767025 -0.0682026183
#> 41 -0.019754382 -0.0992316885 -2.132808e-02 -0.112698337 -0.0899202455
#> 42 0.056257266 -0.0600833130 -2.024239e-02 -0.008304144 -0.0233992395
#> 43 -0.159045051 -0.0204748922 6.651013e-02 -0.033472972 -0.0417775708
#> 44 -0.076634715 -0.0611589626 -1.430549e-01 -0.140281539 -0.1558174248
#> 45 0.046873067 -0.0188632760 -6.537917e-03 0.029738507 -0.0566617307
#> 46 -0.111446658 -0.0461654975 -2.155798e-03 -0.042994041 -0.0672133400
#> 47 0.028260070 -0.0042423562 3.763128e-02 0.123151853 0.0621908493
#> 48 0.087080198 -0.1325012625 -9.216152e-02 -0.087337901 -0.0769397671
#> 49 0.006789764 -0.1135142737 -1.067873e-01 -0.030759087 -0.0495646456
#> 50 0.161242599 0.0615431034 -2.647260e-02 0.000739817 0.0693416933
#> 51 0.105163854 -0.0124356631 2.739360e-02 -0.023464820 0.1014413326
#> 52 0.097837646 -0.0616362318 -1.107926e-01 -0.017781592 -0.0286741880
#> 53 0.093841027 -0.0797929960 -7.249341e-02 -0.014550277 -0.0653188266
#> 54 0.080114242 0.0146769459 -8.048223e-02 -0.088492150 0.0613367542
#> 55 0.212405543 -0.0155965621 -7.149739e-02 -0.006934858 0.0733034124
#> 56 0.002821362 -0.0170897815 7.048295e-02 0.029792326 -0.0187999433
#> 57 -0.015620968 0.0001868381 8.940999e-02 0.051228691 0.0455301044
#> 58 0.032272304 -0.0304029487 -1.184214e-01 -0.023193251 0.0112440201
#> 59 -0.147595182 -0.0418098512 -3.297652e-03 -0.033564320 -0.0432188087
#> 60 -0.098990634 0.0670566739 1.192043e-01 -0.008485114 -0.0193947809
#> 61 0.035752610 0.0764667468 9.066902e-02 -0.005938991 0.1270359647
#> 62 0.103824047 0.0938108662 1.654797e-02 -0.045840097 0.0694278483
#> 63 -0.021374776 -0.0471443014 -9.772082e-02 0.074722114 -0.0160129205
#> 64 0.097831987 -0.0321552695 -2.321256e-02 -0.048498522 0.0475303249
#> 65 0.595635259 0.0335862974 -3.526122e-02 0.002952479 0.1366832046
#> 66 0.028972291 0.6002492656 5.974139e-02 0.011317123 0.0960950071
#> 67 -0.053623473 0.0459931480 6.139975e-01 0.047468113 0.0003586193
#> 68 -0.015247180 -0.0022685294 4.763071e-02 0.613834918 0.1678181930
#> 69 0.144075738 0.1081015468 2.611340e-02 0.193410385 0.5882427260
#> 70 0.025215279 -0.0588490305 -1.293289e-02 -0.016558062 -0.0643245806
#> 71 -0.115454936 -0.1032549863 -6.972389e-02 -0.095199383 -0.0754392202
#> 72 -0.027327161 0.0449673874 -2.663249e-02 0.054777905 0.0035179153
#> 73 0.128989709 0.1063810913 -8.381476e-02 -0.076650189 0.0160957453
#> 74 -0.016695489 0.0946558767 1.571202e-01 -0.014602133 0.0249200747
#> 75 0.069161935 -0.0330460927 1.448267e-02 0.041329803 0.0730132328
#> 76 -0.095185244 -0.0906032319 -5.005789e-02 0.094166963 -0.0030963151
#> 77 -0.008301706 0.1489344705 1.265214e-02 -0.060707019 0.0452561090
#> 78 -0.078835790 0.0965901740 1.056521e-01 0.012187841 0.0036524049
#> 79 -0.057180263 0.1355136910 9.476986e-02 0.020098399 0.1070764035
#> 80 -0.077368117 -0.0921298424 -5.089779e-02 0.016862475 -0.1273600318
#> [,61] [,62] [,63] [,64] [,65]
#> 1 -0.0148370427 -0.0721340415 -0.097759520 -1.504411e-02 -0.009046477
#> 2 -0.0181223254 -0.1393111481 0.002516922 4.550356e-02 -0.145983401
#> 3 -0.0125503446 0.0156464602 -0.021647532 6.240469e-02 -0.024211059
#> 4 0.1204054986 -0.0861727551 -0.040806297 -4.028017e-02 -0.042019115
#> 5 0.0680200508 -0.0106111401 -0.054437455 6.399011e-02 0.339261351
#> 6 -0.0471851981 -0.0102424694 0.014235721 -2.708178e-02 0.011672364
#> 7 0.0629022802 -0.0368245204 -0.120106540 -9.457454e-02 -0.027091550
#> 8 -0.0396303462 0.0683385398 -0.021173223 1.638396e-01 0.094947839
#> 9 -0.0949281597 0.0512324640 0.004200243 9.339618e-02 -0.112722139
#> 10 -0.0074488521 -0.1744208901 0.024926867 -9.925697e-02 -0.089129209
#> 11 0.0059468462 -0.0148375582 0.010868779 -8.026211e-02 0.115114304
#> 12 0.1134459349 0.0162431415 -0.054838890 -1.185558e-01 0.055480941
#> 13 -0.0519267387 -0.0718204735 0.236128371 7.369388e-02 -0.013411565
#> 14 -0.0741776088 0.0661867095 -0.014847570 4.855026e-02 -0.035215832
#> 15 -0.0337652100 0.0063385974 0.018026845 1.924846e-02 -0.087544191
#> 16 -0.0910829318 -0.0367823518 -0.078983807 5.465778e-02 0.134045557
#> 17 -0.0779831933 -0.0159641374 0.043028155 -1.300269e-01 -0.025655498
#> 18 -0.0730490891 0.0062044824 -0.094132489 -4.476998e-02 -0.010139048
#> 19 -0.0633862637 0.1518462422 0.049286517 5.081236e-02 -0.067291040
#> 20 -0.0926885687 0.0722427218 -0.049931664 5.045072e-03 -0.065279869
#> 21 0.0439786818 -0.1276552346 -0.088077251 -7.281847e-02 -0.035148671
#> 22 0.0133189708 -0.0498291021 0.011907999 7.678133e-02 -0.045051016
#> 23 -0.0366798875 -0.0801829264 0.116988293 -6.451378e-02 -0.093729925
#> 24 -0.0893955635 0.0540355170 -0.110297871 -2.909606e-02 0.080092583
#> 25 -0.0002487155 0.0302629188 -0.106146034 -6.427946e-02 -0.030861919
#> 26 -0.0153352208 0.0004466804 0.001908044 -1.885562e-01 -0.052739165
#> 27 -0.0072075547 -0.0245978248 0.182689470 -4.255269e-02 0.022931009
#> 28 -0.0736765653 0.0978527557 -0.077009447 -4.347544e-02 -0.018396207
#> 29 -0.0910407383 0.0805270148 -0.040416311 -1.454109e-01 -0.140866677
#> 30 0.0733250857 -0.0463139449 -0.101016283 -1.438804e-01 0.014422158
#> 31 0.0983243127 -0.0322970495 0.023266025 4.520064e-02 0.013449670
#> 32 0.0694474544 -0.1786398409 -0.119826003 -1.104310e-01 -0.103906480
#> 33 -0.0121641012 -0.0608735107 0.065968323 -2.018756e-02 -0.156268042
#> 34 -0.1151045137 0.2216660976 0.063449136 1.996629e-03 -0.023126713
#> 35 -0.0873650768 -0.0686096951 -0.013309859 -5.310088e-02 0.111539175
#> 36 0.0341797749 0.1049812627 0.064682957 -5.452319e-02 0.017003265
#> 37 0.0174717280 0.0645001815 -0.084400903 2.346225e-02 0.121933859
#> 38 0.0075826977 0.0648975049 -0.038197806 -8.803912e-02 -0.039363378
#> 39 -0.0334168333 -0.0163260729 -0.084093965 -1.293499e-01 -0.035606983
#> 40 0.0921233806 0.0187114841 -0.135016233 9.649638e-02 -0.015970036
#> 41 0.0907038841 0.0008876627 -0.120485622 -2.565306e-02 -0.143190741
#> 42 -0.0440187018 -0.0610336631 0.001012642 2.395690e-02 0.057485307
#> 43 0.1417549183 -0.0880232040 -0.039520163 -1.062138e-01 -0.039300242
#> 44 0.0298665917 -0.0760817152 -0.074656395 -9.440300e-02 -0.114495963
#> 45 -0.1126732103 0.1447587465 0.002920970 -5.153457e-02 -0.110356969
#> 46 0.1100952623 -0.0108469679 -0.085705805 -2.071387e-02 0.340473339
#> 47 -0.0497124806 0.0325387887 -0.078280172 -4.659015e-02 0.029831552
#> 48 0.0229627032 -0.1131332539 0.023684258 4.466410e-02 -0.036476817
#> 49 0.0333789308 -0.0950158496 0.081600892 1.712512e-02 0.234851913
#> 50 0.0296222497 -0.0248319306 0.063629338 -7.168763e-02 0.006197003
#> 51 0.0888697381 -0.0377577812 0.052525820 7.961221e-03 -0.059754068
#> 52 -0.0975298355 -0.1219611994 0.125451121 1.548295e-01 -0.034001563
#> 53 -0.0341879753 0.0945595337 -0.026466870 1.033324e-01 -0.105029785
#> 54 0.0409949218 -0.0549423212 0.068576051 -6.575449e-02 0.003588740
#> 55 -0.0198038948 0.0463176156 0.006289502 7.645649e-02 0.024937442
#> 56 -0.0013805218 -0.1045357048 -0.036650279 -8.684716e-02 -0.049954039
#> 57 -0.0819732842 -0.0272610235 -0.053092488 -3.697858e-02 -0.066551127
#> 58 -0.0210207464 -0.0221067649 0.069661276 -3.266264e-02 -0.029820253
#> 59 0.1293708310 0.0394887356 -0.143018587 -1.053347e-01 0.037736712
#> 60 0.0288186810 0.0451639335 0.008948458 -4.721917e-02 0.027111350
#> 61 -0.0624179209 0.0817085857 0.038525006 -5.531318e-02 -0.008255748
#> 62 0.0261774243 -0.0910243511 0.279691626 6.248537e-02 -0.043554299
#> 63 -0.0251725098 0.0272354324 -0.069062762 1.146992e-01 0.048566798
#> 64 -0.0418267284 -0.0944278514 0.078322267 1.039965e-01 0.008777199
#> 65 -0.0760715248 -0.0002292269 0.145809325 7.666550e-02 -0.065334161
#> 66 -0.0684855818 0.0674513152 0.118586702 -3.015653e-02 -0.065366155
#> 67 -0.0487027350 -0.0178968053 -0.085357399 3.623985e-03 -0.038569055
#> 68 -0.0740156311 0.0636761804 -0.078030232 3.063371e-02 0.105818387
#> 69 -0.0286632761 0.0380083827 0.040307895 8.790933e-02 0.034147302
#> 70 0.0015817616 0.0215518610 -0.045287570 9.800136e-02 -0.050563588
#> 71 0.6350186701 -0.0986637585 -0.112221120 -3.843819e-02 0.085816664
#> 72 -0.0863782818 0.6227331934 -0.115709029 -1.791149e-04 0.012042180
#> 73 -0.0896573259 -0.1054307112 0.612454876 4.122448e-02 -0.055963515
#> 74 0.1180605092 -0.0287565211 0.017408691 6.022705e-02 0.054279988
#> 75 -0.0065583390 0.0194152551 0.050540532 6.031388e-01 0.022314913
#> 76 0.0953489910 0.0092890309 -0.068994982 -3.260612e-05 0.625486343
#> 77 0.0058308363 -0.0449490979 0.180210719 5.249187e-02 -0.118110581
#> 78 0.0037563514 0.1201537432 -0.075147920 1.021604e-01 0.008879829
#> 79 -0.0755554911 0.0574815556 0.062220716 1.770312e-02 -0.056000124
#> 80 0.0475166863 -0.0512239380 -0.108297004 7.414131e-03 -0.063813041
#> [,66] [,67] [,68]
#> 1 -0.1382364557 -0.138705435 0.011187097
#> 2 0.0063043000 -0.030828650 0.038056948
#> 3 -0.0064021603 -0.035854605 -0.026068756
#> 4 0.0712521513 -0.004891886 -0.075290678
#> 5 -0.1065691599 -0.107019458 -0.069647294
#> 6 -0.0076922908 -0.045080607 0.034760500
#> 7 -0.0343109468 -0.033051117 -0.024033960
#> 8 -0.0352640139 -0.035009342 -0.124252627
#> 9 -0.0357197826 -0.065049097 0.067008666
#> 10 -0.0756881621 -0.102137461 -0.111047722
#> 11 -0.1319716595 -0.096184325 -0.174141786
#> 12 0.0355807644 0.094270013 0.012484716
#> 13 0.0584410139 -0.029320394 -0.086668036
#> 14 0.0924922416 0.188266602 0.063726916
#> 15 -0.0094534728 -0.085383499 -0.032157899
#> 16 -0.1718355224 -0.135453046 0.022168583
#> 17 -0.0170980178 0.089208539 0.049852651
#> 18 -0.1393107263 -0.096263617 0.149923328
#> 19 0.1672443071 0.133955699 -0.102543948
#> 20 0.0045056098 0.243568973 -0.015664869
#> 21 -0.1227928665 -0.141396172 0.119748691
#> 22 -0.0156212417 -0.097599300 0.077892379
#> 23 0.0960481739 -0.006133056 -0.014924924
#> 24 -0.1043517409 0.028391521 -0.051964439
#> 25 0.0476493934 -0.006234280 0.228349408
#> 26 -0.0046839613 0.021786573 -0.076513178
#> 27 -0.0255559066 -0.114338050 -0.115786167
#> 28 -0.1221630386 -0.142343888 -0.114930818
#> 29 -0.0845493198 -0.022023604 0.025614923
#> 30 -0.0819994031 -0.055325094 -0.037015200
#> 31 0.0033316712 -0.077219379 0.123653651
#> 32 0.0588702073 -0.004149248 -0.033836486
#> 33 0.1066466149 0.051333599 0.154917913
#> 34 0.1504672468 0.254133404 -0.030423684
#> 35 -0.0910833377 -0.038779399 -0.150229411
#> 36 0.1361654118 0.091465240 -0.023401187
#> 37 -0.1306632267 -0.019084561 -0.057953701
#> 38 -0.0833313354 -0.028560311 0.012782454
#> 39 -0.1230769078 -0.072790453 0.211029750
#> 40 -0.0259357988 -0.075398242 0.118352932
#> 41 -0.0371517577 -0.063678007 0.053058495
#> 42 -0.0787852030 -0.153826059 -0.131065079
#> 43 0.0268213406 0.028574798 -0.001008495
#> 44 -0.0850071074 -0.102864320 0.167691125
#> 45 -0.0564845505 0.052819464 0.041774836
#> 46 -0.1059572893 -0.071926144 -0.037180481
#> 47 -0.0975860926 -0.033946559 0.029005154
#> 48 -0.0449707026 -0.115142856 -0.051459494
#> 49 -0.1321027358 -0.146773630 -0.033664971
#> 50 0.0487094268 -0.027322765 -0.083648270
#> 51 0.0903509383 0.040670877 -0.072123194
#> 52 -0.0286898716 -0.105550936 0.017899037
#> 53 -0.0392470400 -0.105163281 0.103288624
#> 54 -0.0237508885 0.004003968 -0.058709423
#> 55 -0.0520058915 -0.062089431 0.046337655
#> 56 -0.0410645790 0.014985481 -0.004660522
#> 57 0.0166638672 0.129378337 0.057380728
#> 58 0.0629526798 0.139993098 0.059529109
#> 59 -0.1233430873 -0.048664471 -0.052118853
#> 60 0.1835673419 0.104419218 -0.030887941
#> 61 0.0727063880 0.165952992 -0.178042593
#> 62 0.1987811258 0.011295659 -0.024518676
#> 63 -0.0556483265 -0.061880012 -0.092177093
#> 64 -0.0332505631 -0.079454728 0.053546701
#> 65 -0.0035252225 -0.054671722 -0.064007173
#> 66 0.1490969477 0.133408226 -0.083382904
#> 67 -0.0009336277 0.078916150 -0.055899100
#> 68 -0.0741301950 0.004407281 0.012023760
#> 69 0.0574251258 0.116977478 -0.106606554
#> 70 0.1049039249 0.044366721 0.117306438
#> 71 -0.0287760910 -0.112430361 0.021494220
#> 72 -0.0672705485 0.032892162 -0.064960928
#> 73 0.1681675862 0.047909640 -0.111755677
#> 74 0.0931680296 0.106210642 0.003434866
#> 75 0.0497647872 0.012708101 0.013271512
#> 76 -0.1431851809 -0.083342667 -0.080303180
#> 77 0.6004117428 0.247915179 -0.016241291
#> 78 0.0943792780 0.130717326 0.117227521
#> 79 0.2501831218 0.598143800 -0.061858830
#> 80 -0.0248257521 -0.072711233 0.608996204
#>
#> $Y
#> [,1]
#> 1 -1.34092076
#> 2 -0.40354514
#> 3 -0.08804619
#> 4 -0.19662129
#> 5 -0.83292838
#> 6 -0.24326776
#> 7 -0.24326776
#> 8 1.71759798
#> 9 -0.40354514
#> 10 -0.01470504
#> 11 2.24746138
#> 12 -0.08804619
#> 13 -0.24326776
#> 14 -0.95351156
#> 15 -0.01470504
#> 16 -0.01470504
#> 17 -0.40354514
#> 18 -0.24326776
#> 19 0.80319493
#> 20 -0.95351156
#> 21 -0.29286530
#> 22 -0.14620204
#> 23 -0.24326776
#> 24 -0.83292838
#> 25 -0.95351156
#> 26 -0.01470504
#> 27 -0.29286530
#> 28 -0.29286530
#> 29 -0.24326776
#> 30 -0.08804619
#> 31 2.44413581
#> 32 -0.34683102
#> 33 -0.40354514
#> 34 -0.59103998
#> 35 1.45423823
#> 36 -0.83292838
#> 37 1.84475166
#> 38 -0.40354514
#> 39 -0.01470504
#> 40 1.22055754
#> 41 -0.01470504
#> 42 -0.34683102
#> 43 -0.19662129
#> 44 -0.83292838
#> 45 -0.01470504
#> 46 -0.77069581
#> 47 -0.95351156
#> 48 -0.29286530
#> 49 -0.24326776
#> 50 0.04504303
#> 51 -0.65052072
#> 52 0.61191952
#> 53 -0.19662129
#> 54 2.09707181
#> 55 2.74899002
#> 56 -0.40354514
#> 57 -0.95351156
#> 58 -0.01470504
#> 59 -0.34683102
#> 60 -0.83292838
#> 61 -0.14620204
#> 62 1.59220679
#> 63 1.97001211
#> 64 -0.24326776
#> 65 1.11276978
#> 66 -0.01470504
#> 67 -0.29286530
#> 68 -0.34683102
#> 69 1.33191320
#> 70 -0.83292838
#> 71 -0.83292838
#> 72 1.00663078
#> 73 -0.29286530
#> 74 -0.34683102
#> 75 -0.24326776
#> 76 0.90572278
#> 77 -0.83292838
#> 78 -0.29286530
#> 79 -0.40354514
#> 80 -0.29286530
#> attr(,"scaled:center")
#> [1] -0.1434088
#>
#> $ncomp
#> [1] 6
#>
#> $mode
#> [1] "regression"
#>
#> $mat.c
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> X1 0.004826905 -0.2869509540 0.0013557238 0.183994838 -9.704877e-02
#> X2 0.043081138 -0.1245220078 0.3431610839 -0.304653101 -7.542560e-02
#> X3 0.129749112 -0.0600542404 0.0759526973 -0.045583150 2.426865e-02
#> X4 0.007044153 0.0004109244 0.0781714941 -0.125072083 5.726862e-02
#> X5 0.199468386 -0.0340963722 -0.2521909059 0.159448397 -8.342851e-02
#> X6 -0.079570646 0.1381707079 -0.1369201838 -0.080644022 -1.316346e-01
#> X7 0.216523889 0.0882652038 -0.2093214151 0.009087884 1.469848e-01
#> X8 0.028102068 -0.2077712689 0.2851164433 -0.144746919 -5.164731e-02
#> X9 0.038412025 0.1574655522 -0.2146508319 0.210364972 9.207526e-02
#> X10 -0.230094679 0.1286636779 -0.1958387381 0.189991245 1.370671e-01
#> X11 0.134781702 -0.2317033500 0.0662311353 -0.106660881 2.301209e-01
#> X12 -0.175231399 0.2221339384 -0.1139387679 -0.167069594 3.004361e-02
#> X13 0.081907539 -0.3135661877 0.1806203896 0.111104183 1.423625e-01
#> X14 0.144964851 -0.1150125940 -0.0807434641 0.094404676 -1.928291e-01
#> X15 -0.102853534 -0.1532666452 0.0233262264 0.083599263 -1.167982e-01
#> X16 -0.007466201 0.0061209740 0.1197975881 -0.183124631 3.304505e-01
#> X17 -0.216282545 0.2080455059 -0.0812564249 -0.109505177 5.642643e-02
#> X18 -0.051868054 -0.0907722941 0.1392042634 0.146853306 -2.666059e-01
#> X19 0.018139831 -0.1567412660 -0.0700254820 0.122959878 -3.344794e-02
#> X20 0.050692818 -0.0911449289 0.2006664447 -0.097422568 1.103201e-01
#> X21 0.022644149 0.2365191094 -0.1713598871 -0.013929328 -9.968303e-02
#> X22 -0.230476143 0.0237714107 -0.1421963128 0.121849512 2.883891e-03
#> X23 -0.230239880 0.2445392093 -0.0524049175 -0.034773358 -3.860839e-05
#> X24 0.144130285 -0.0450401430 -0.0014986711 -0.017378124 1.210699e-01
#> X25 0.162012700 -0.0730484824 -0.0515135577 0.112964299 -2.325235e-02
#> X26 -0.174158264 0.1066869613 0.2645982675 -0.061594479 -1.155537e-01
#> X27 0.102911287 -0.0535531089 0.1306037447 0.141749291 -5.407499e-02
#> X28 -0.133192784 -0.1838046134 0.3725186448 -0.127323403 1.098233e-02
#> X29 -0.089829768 0.1284621816 -0.0041904684 -0.241239596 3.713085e-01
#> X30 0.154631488 -0.0302141861 -0.1207147366 0.089299327 5.401127e-02
#> X31 -0.031335733 -0.0105735572 -0.0086860427 -0.078353950 3.024696e-01
#> X32 0.061181049 0.2434893007 -0.1142414963 0.119387522 -1.003620e-01
#> X33 -0.227207725 0.1473004863 0.0945007284 0.032020238 -2.690294e-01
#> X34 0.059569437 -0.1042760529 0.0473542797 0.172567738 -1.560320e-01
#> X35 0.204563869 -0.1615759306 -0.0990884116 0.149465828 8.211120e-02
#> X36 -0.213334640 0.0084956390 0.0004675207 0.217587467 1.986118e-02
#> X37 -0.049762370 -0.0311279728 0.2349559424 -0.026758798 -3.315743e-01
#> X38 -0.175181024 0.1435217540 0.1352173064 -0.197649261 1.228661e-02
#> X39 0.051285516 0.1274442002 -0.3684335240 0.184730890 -9.952330e-02
#> X40 0.089975127 -0.0165444131 0.0442044595 -0.228679199 -7.720976e-02
#> X41 0.019154988 -0.0807143867 0.0816743477 -0.079901233 2.501325e-01
#> X42 -0.038448802 -0.2010242965 0.1672385713 -0.083378172 2.501767e-01
#> X43 0.270919975 -0.2161897959 0.2124865671 -0.184038947 -6.307532e-02
#> X44 0.079031608 -0.2286658715 0.2983174093 -0.017489314 -8.253538e-02
#> X45 0.006304190 0.2330965010 0.1652769786 -0.072315143 -3.078679e-02
#> X46 0.153855352 0.0695271945 0.2574963262 -0.099676324 -8.469670e-02
#> X47 -0.115501757 -0.1844115321 0.1009165805 0.147899310 4.395558e-02
#> X48 -0.192016242 -0.1551595019 0.0971699571 0.006728679 1.454787e-01
#> X49 -0.138477731 0.2497222494 0.1817397905 -0.195844288 2.210894e-02
#> X50 -0.154221500 0.2526056661 -0.2202153617 0.227351420 -1.171357e-01
#> X51 -0.164756619 0.0958122895 -0.1224788322 0.070249681 2.615177e-01
#> X52 0.008746761 0.2176948196 -0.0576836085 -0.127811153 2.981592e-01
#> X53 0.104801929 -0.2210405427 0.1891143752 -0.141559908 2.956940e-01
#> X54 0.259849572 0.0406793581 -0.0236262963 0.139264217 9.090736e-02
#> X55 0.184226226 -0.2542543356 0.0604489137 -0.218703091 -5.146013e-02
#> X56 0.166773058 -0.0619241276 0.2495646968 -0.240300996 1.079474e-01
#> X57 -0.040892432 0.0548882791 0.0209367185 -0.182234577 2.809144e-01
#> X58 -0.133652613 -0.0906013681 -0.1476794212 -0.006382036 1.702564e-01
#> X59 0.017655740 -0.0204802468 -0.0794103439 0.101372036 6.071648e-02
#> X60 0.099771037 0.0360240177 0.0259444401 -0.105018625 2.355549e-01
#> X61 -0.024294216 0.0059691271 -0.0410729547 0.253261602 -8.083274e-02
#> X62 -0.016626889 0.2080147957 -0.0387979806 -0.011561372 1.147765e-01
#> X63 0.103045786 -0.0622989225 0.1401427483 -0.286137152 2.775446e-01
#> X64 0.192712197 -0.1230012287 0.0004564656 -0.137935047 1.032123e-01
#> X65 0.162200818 0.1005632569 -0.3537371450 0.213168594 -3.724658e-02
#> X66 -0.093066126 -0.0360001689 0.0814482211 -0.289858087 3.767829e-01
#> X67 -0.181142587 0.1655824689 -0.0206845259 -0.287732706 3.514949e-01
#> X68 -0.159531097 -0.1393732061 0.1605307260 0.050644140 -1.963947e-01
#> comp 6
#> X1 -0.0622303849
#> X2 0.0761809028
#> X3 -0.0795778158
#> X4 -0.1852588356
#> X5 0.0542561321
#> X6 0.2206622442
#> X7 0.0164920036
#> X8 0.0250451212
#> X9 -0.0127924197
#> X10 -0.0302119303
#> X11 0.0014407956
#> X12 0.2416985652
#> X13 -0.1781030615
#> X14 0.3141044074
#> X15 0.1543948237
#> X16 -0.2193975350
#> X17 0.1056439758
#> X18 0.0536176025
#> X19 0.2793552998
#> X20 -0.1686556764
#> X21 0.0305108689
#> X22 0.1420467019
#> X23 -0.1047674207
#> X24 -0.1004604676
#> X25 -0.2112084814
#> X26 0.0071308956
#> X27 0.0958973134
#> X28 0.0537112437
#> X29 -0.0213590680
#> X30 0.0528958634
#> X31 -0.2201349932
#> X32 0.0662198130
#> X33 0.2039117985
#> X34 0.1776639204
#> X35 -0.2031954541
#> X36 0.0017207450
#> X37 0.1087181765
#> X38 0.1184265785
#> X39 0.0477821764
#> X40 0.0631892812
#> X41 -0.2545990671
#> X42 -0.2236899806
#> X43 0.2145563278
#> X44 -0.0421054750
#> X45 -0.0002697228
#> X46 0.0890708592
#> X47 -0.1725192432
#> X48 -0.0263125243
#> X49 0.1288893386
#> X50 -0.1283991821
#> X51 -0.1934079891
#> X52 -0.3076413420
#> X53 -0.1428828043
#> X54 0.0289698471
#> X55 0.2367452728
#> X56 -0.0089880355
#> X57 -0.2033567346
#> X58 -0.0834832841
#> X59 0.0587915193
#> X60 -0.1060406189
#> X61 -0.1463234152
#> X62 -0.0865419536
#> X63 0.0189685235
#> X64 0.2251644236
#> X65 0.0291376974
#> X66 -0.0894745631
#> X67 -0.0100078616
#> X68 0.3079002559
#>
#> $mat.d
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1.628618 1.807529 1.324851 1.956047 0.868788 1.688759
#>
#> $mat.e
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] NA NA NA NA NA NA
#>
#> $variates
#> $variates$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.121790684 -0.473691585 -0.145338101 0.102999939 -0.233358691
#> 2 0.099074418 -0.099199263 0.278473115 -0.315555868 -0.231083042
#> 3 0.296838275 -0.006615040 0.081419414 -0.023798090 -0.046039527
#> 4 0.051349559 0.009894263 0.019557261 -0.142891471 -0.052246463
#> 5 0.410079081 -0.074469562 -0.373085930 0.047929694 -0.163834848
#> 6 -0.156761121 0.087317636 -0.291046834 -0.220100026 -0.244601906
#> 7 -0.224021060 0.134006502 -0.114451422 0.098228555 -0.090843228
#> 8 0.534985562 0.168740740 -0.252991364 0.033271225 0.189691009
#> 9 0.014878709 -0.238660642 0.268693740 -0.132566203 -0.147975539
#> 10 0.058561502 -0.009125499 0.128426559 -0.085109923 -0.219708206
#> 11 0.156509356 0.243190777 -0.158265128 0.325679267 0.237948905
#> 12 -0.450081791 0.087981425 -0.169734813 0.273245604 0.257829167
#> 13 0.226330737 -0.307163481 -0.050748146 -0.085549876 0.217211721
#> 14 -0.328958831 0.199516058 -0.227830949 -0.256595682 -0.037946590
#> 15 0.112742982 -0.367899025 0.210453996 0.230858471 0.155935990
#> 16 0.278426225 -0.158602614 -0.179300434 0.030742729 -0.233625061
#> 17 -0.323550165 -0.018016073 0.027489895 -0.048332290 0.101447688
#> 18 -0.267416820 -0.266616149 -0.018270556 0.107443472 -0.072080538
#> 19 0.014338057 0.052042242 0.132870718 -0.083839530 0.334461327
#> 20 -0.420687146 0.184006234 -0.152344545 -0.151331700 0.012213730
#> 21 -0.118591262 -0.103849045 0.163195286 0.148910035 -0.362264380
#> 22 -0.006505229 -0.248397401 -0.134724657 0.156406826 0.056385585
#> 23 0.117981295 -0.054902764 0.220486736 -0.054098192 0.038377210
#> 24 0.136973301 0.286319404 -0.272183193 -0.159496650 -0.300619784
#> 25 -0.514037233 -0.103014201 -0.222564390 0.105079833 0.010009963
#> 26 -0.412700166 0.265811678 -0.065615652 -0.054082576 -0.079049367
#> 27 0.326985750 -0.029937477 -0.065600623 -0.037960895 0.028073167
#> 28 0.356681120 -0.093455701 -0.151944343 0.021127082 -0.229659001
#> 29 -0.295828632 0.197219190 0.354474571 -0.017996266 -0.246097656
#> 30 -0.296114761 0.155242497 -0.105866362 -0.009234395 -0.225396832
#> 31 0.282660495 0.078794236 0.312855348 0.315467727 0.049202379
#> 32 -0.265763773 -0.095942399 -0.073271019 0.027212258 -0.079107733
#> 33 -0.329337516 -0.204220965 0.410390218 -0.039009757 -0.054404757
#> 34 -0.140970600 0.155575282 -0.049718042 -0.187780690 0.379468020
#> 35 0.333005428 -0.007374591 -0.185629140 0.128427466 0.077189234
#> 36 -0.056341404 -0.020350586 -0.030940291 -0.023235420 0.301668462
#> 37 0.260019327 0.403335796 -0.035832327 0.148332646 -0.128590374
#> 38 -0.238798007 0.131807007 0.045651749 0.157652159 -0.082534443
#> 39 -0.431403586 0.171688665 0.139138157 0.012849329 -0.353682105
#> 40 0.137037111 -0.079947150 0.099575155 0.225762032 -0.159761050
#> 41 -0.095971276 0.045510774 0.157109424 0.018327008 -0.208301055
#> 42 0.404904475 -0.220050189 -0.203952074 0.098205073 -0.022783745
#> 43 -0.416457083 -0.005624456 0.088139415 0.356575181 0.134291283
#> 44 -0.096492233 -0.005152557 0.225870634 -0.090455898 -0.550936561
#> 45 -0.311530965 0.193101967 0.150504900 -0.153277399 -0.010190549
#> 46 0.122192016 0.074676200 -0.523806438 0.027168940 -0.213641503
#> 47 0.022045188 -0.046514704 -0.041531788 -0.115848724 -0.204960015
#> 48 0.213921304 -0.046241427 -0.133679853 -0.347626396 -0.248325731
#> 49 0.319703840 -0.047307082 -0.128460341 0.082772617 -0.118676672
#> 50 0.027866882 -0.094093273 0.048712517 -0.022607172 0.219172254
#> 51 -0.127104009 -0.265198421 0.148833550 0.023051843 0.268338494
#> 52 0.567214126 -0.175908179 0.163686695 -0.174565133 -0.130308155
#> 53 0.139286803 -0.223770445 0.339343315 0.012422355 -0.199749917
#> 54 0.170550917 0.487789062 0.371923192 0.100483714 0.033624576
#> 55 0.438442634 0.315811577 0.459896079 0.061367993 -0.048697503
#> 56 -0.309262076 -0.276120034 0.106997206 0.222452196 0.040636563
#> 57 -0.466446033 -0.273615461 0.063918980 0.077830741 0.173104756
#> 58 -0.178648012 0.418597719 0.302543294 -0.106694295 0.007634432
#> 59 -0.250864672 0.256080928 -0.253786359 0.152442248 -0.232254646
#> 60 -0.334968550 0.048586538 -0.144967233 0.094824934 0.265873307
#> 61 0.123727199 0.309379329 -0.074290074 -0.117792291 0.218404663
#> 62 0.197568646 -0.218401777 0.222556905 0.006512711 0.399223532
#> 63 0.648443652 0.227320920 0.094177788 0.292515495 0.165030254
#> 64 0.321681297 -0.361570147 -0.138225739 -0.302993948 -0.119931423
#> 65 0.404508970 0.061746872 0.324196799 -0.128960798 0.143942309
#> 66 -0.076074023 0.066506122 -0.031856339 -0.154649863 0.242256400
#> 67 -0.330545736 -0.267460541 -0.314506700 -0.025503388 0.192087662
#> 68 0.044352078 -0.035682178 -0.093801762 0.136742299 0.079872699
#> 69 0.265740009 0.124744748 0.071201908 -0.002059521 0.308829157
#> 70 -0.136215446 -0.017988929 -0.089477792 -0.047630338 0.067506690
#> 71 -0.017513188 0.006268883 -0.033798094 0.238910488 -0.214005839
#> 72 0.063135828 0.329508021 0.008886557 0.041255815 0.074567182
#> 73 0.219750363 -0.031968837 0.094673547 -0.227657877 0.299370802
#> 74 -0.141029123 -0.052865064 -0.075645077 -0.143425574 0.094549645
#> 75 0.404834134 -0.127589716 -0.076198776 -0.124383448 0.136513883
#> 76 0.381904725 0.109252249 -0.444454405 0.131196957 -0.095193096
#> 77 -0.208337508 -0.094780426 -0.016699842 -0.261358910 0.365336904
#> 78 -0.092212860 -0.097867875 -0.074708084 -0.038869578 0.152102291
#> 79 -0.342310407 0.163159969 -0.093461140 -0.259218059 0.361049301
#> 80 -0.375590390 -0.203308575 0.178281546 0.101459155 -0.197965070
#> comp 6
#> 1 -0.144350053
#> 2 0.049008586
#> 3 -0.123856670
#> 4 -0.149502425
#> 5 -0.056488454
#> 6 0.153377044
#> 7 -0.127110912
#> 8 0.104683812
#> 9 -0.042168675
#> 10 -0.117226258
#> 11 0.213781770
#> 12 0.070576160
#> 13 0.008145596
#> 14 0.159433422
#> 15 -0.166701351
#> 16 0.260236354
#> 17 0.135652883
#> 18 0.215387595
#> 19 -0.143452680
#> 20 0.092625910
#> 21 -0.026396006
#> 22 0.340937235
#> 23 -0.214356779
#> 24 -0.124542478
#> 25 0.129289737
#> 26 -0.072428199
#> 27 -0.156275184
#> 28 -0.343245060
#> 29 -0.086350277
#> 30 -0.070378707
#> 31 0.132805426
#> 32 0.010992262
#> 33 -0.007119609
#> 34 0.011088086
#> 35 0.185045561
#> 36 -0.204298731
#> 37 0.044586415
#> 38 0.013622053
#> 39 0.110694855
#> 40 0.117254299
#> 41 -0.039158463
#> 42 -0.261952536
#> 43 0.097739147
#> 44 -0.057677521
#> 45 0.157595842
#> 46 -0.053304135
#> 47 -0.046435322
#> 48 0.069385446
#> 49 0.066972770
#> 50 -0.188561998
#> 51 -0.129068312
#> 52 0.185317634
#> 53 -0.181910408
#> 54 0.087538092
#> 55 0.131093829
#> 56 -0.119155309
#> 57 0.019290061
#> 58 0.094353840
#> 59 -0.180782586
#> 60 -0.213037352
#> 61 -0.304698361
#> 62 -0.034878295
#> 63 0.119240808
#> 64 0.247289201
#> 65 0.086342696
#> 66 -0.159410959
#> 67 0.054686030
#> 68 0.043708883
#> 69 -0.014920963
#> 70 0.135574455
#> 71 -0.264727795
#> 72 -0.100053862
#> 73 0.078585059
#> 74 -0.020185933
#> 75 0.233752033
#> 76 -0.033688545
#> 77 -0.055878041
#> 78 0.076148743
#> 79 0.023527757
#> 80 0.268367816
#>
#> $variates$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.823348791 -0.6321173395 -0.216144421 -0.047957848 -0.339876410
#> 2 -0.247783768 -0.3125258930 -0.291047128 -0.385741912 -0.158021531
#> 3 -0.054061897 -0.3161678000 -0.422330966 -0.341195308 -0.714609225
#> 4 -0.120728911 -0.1550460084 -0.225032347 -0.165663055 -0.051269459
#> 5 -0.511432588 -0.8302997266 -1.031198958 -0.445746716 -1.111495933
#> 6 -0.149370660 0.0066589477 -0.110044768 0.122594558 0.771565401
#> 7 -0.149370660 0.0672614451 -0.091062035 0.015841872 -0.185490862
#> 8 1.054635189 0.4682143029 0.408579653 0.448088847 0.933948007
#> 9 -0.247783768 -0.2366639410 0.002724151 -0.180143935 -0.107119674
#> 10 -0.009029154 -0.0609004800 -0.070637968 -0.134828449 -0.111939599
#> 11 1.379980578 1.1023710886 1.172202280 0.901139245 1.295628902
#> 12 -0.054061897 0.3568215370 0.366785630 0.363390809 0.202958915
#> 13 -0.149370660 -0.3385141796 -0.042772582 0.005401932 0.204774955
#> 14 -0.585472769 -0.2311239887 -0.587533534 -0.243630256 0.029191223
#> 15 -0.009029154 -0.1097190349 0.352241746 0.096034300 -0.303552114
#> 16 -0.009029154 -0.2590028212 -0.136978642 0.028664985 -0.004677971
#> 17 -0.247783768 0.0682669793 0.117718236 0.061112582 0.246411472
#> 18 -0.149370660 0.1063618594 0.508863699 0.357033447 0.561943485
#> 19 0.493175729 0.4314419463 0.517624988 0.260598020 0.775489629
#> 20 -0.585472769 -0.1484750137 -0.453612904 -0.204052155 -0.118698341
#> 21 -0.179824412 -0.0551722452 0.066411038 -0.065552966 -0.482856277
#> 22 -0.089770605 -0.0750237047 0.236538291 0.251460209 0.214009515
#> 23 -0.149370660 -0.2408892504 -0.253746252 -0.321202875 -0.601377264
#> 24 -0.511432588 -0.5842261695 -1.187708206 -0.620094498 -1.037020656
#> 25 -0.585472769 -0.0643647915 0.052730406 0.186459994 0.183224711
#> 26 -0.009029154 0.3637153417 0.133572542 0.134912210 0.425515442
#> 27 -0.179824412 -0.4566456974 -0.582169240 -0.349877232 -0.702269204
#> 28 -0.179824412 -0.4834017965 -0.532013707 -0.257424886 -0.627150443
#> 29 -0.149370660 0.1319614483 -0.089032852 -0.300392134 -0.635804855
#> 30 -0.054061897 0.2180942828 0.085750343 0.129783963 0.312995186
#> 31 1.500742117 1.0975149547 1.389867452 0.729471363 0.932115346
#> 32 -0.212960311 0.0475769338 0.195807198 0.182249441 0.349061033
#> 33 -0.247783768 0.0734814943 0.378876764 -0.021344386 0.039772992
#> 34 -0.362908878 -0.1999706541 -0.485080665 -0.294875578 -0.241120561
#> 35 0.892927695 0.5045007250 0.698364947 0.598738277 1.058889068
#> 36 -0.511432588 -0.4100459045 -0.531671565 -0.339150436 -0.711272098
#> 37 1.132709772 0.7863108653 0.522502953 0.378166222 0.517462612
#> 38 -0.247783768 -0.0080963437 -0.190873819 -0.160201197 -0.715636204
#> 39 -0.009029154 0.3805674826 0.284978860 0.098779406 0.193468696
#> 40 0.749443665 0.5517900773 0.861895703 0.516327539 0.654198525
#> 41 -0.009029154 0.0783365235 0.044785033 -0.076078464 -0.212550764
#> 42 -0.212960311 -0.5567080488 -0.459311166 -0.172957337 -0.610513100
#> 43 -0.120728911 0.2664567678 0.371207565 0.191724967 -0.371154746
#> 44 -0.511432588 -0.3738692358 -0.503049855 -0.493705337 -0.907902630
#> 45 -0.009029154 0.2725599470 0.108406611 -0.028513604 0.280901514
#> 46 -0.473220701 -0.5364783026 -0.833814150 -0.209971409 -0.533913568
#> 47 -0.585472769 -0.5473853569 -0.683350996 -0.434710744 -0.717907178
#> 48 -0.179824412 -0.3547724582 -0.420936994 -0.194562213 0.344618891
#> 49 -0.149370660 -0.4226451405 -0.512083578 -0.259831960 -0.771362753
#> 50 0.027657206 -0.0001889222 0.128116174 0.053780913 0.171985219
#> 51 -0.399431097 -0.2453719414 0.027049787 -0.082485394 -0.237613561
#> 52 0.375729280 -0.1725315264 0.004606856 -0.107746409 0.150440123
#> 53 -0.120728911 -0.2342791562 -0.014337311 -0.239551522 -0.567310762
#> 54 1.287638756 1.0065176149 0.707714998 0.227435240 0.285827116
#> 55 1.687927930 1.1258102677 1.105102503 0.437004940 0.845734029
#> 56 -0.247783768 0.0553931365 0.452292131 0.233871801 0.025710859
#> 57 -0.585472769 -0.1072453773 0.226983078 0.110444989 0.073429890
#> 58 -0.009029154 0.1528298517 -0.362594086 -0.450504382 -0.774076916
#> 59 -0.212960311 0.0341525580 -0.302782708 -0.033185730 -0.417935186
#> 60 -0.511432588 -0.1589974903 -0.283212346 -0.093634835 -0.424310870
#> 61 -0.089770605 -0.1923656255 -0.684543828 -0.413331138 -0.665395832
#> 62 0.977642803 0.7028618093 1.256904124 0.700573999 1.562655786
#> 63 1.209621875 0.5056323655 0.379707620 0.193392289 -0.223172585
#> 64 -0.149370660 -0.4244268677 -0.085757075 0.035537565 0.762192385
#> 65 0.683260102 0.2511601274 0.258421482 -0.044550298 0.190047419
#> 66 -0.009029154 0.0604087163 -0.008318850 0.015942183 0.384082287
#> 67 -0.179824412 0.1358028094 0.550182788 0.585663074 1.376020858
#> 68 -0.212960311 -0.2318434082 -0.267627922 -0.117734244 -0.572945429
#> 69 0.817817987 0.4974328697 0.508468200 0.296164952 0.671442432
#> 70 -0.511432588 -0.3380778572 -0.436705738 -0.235181055 -0.422264169
#> 71 -0.511432588 -0.4450308728 -0.615720118 -0.394141766 -1.425295986
#> 72 0.618088895 0.5000233804 0.232638587 0.151549548 0.248322653
#> 73 -0.179824412 -0.3600245525 -0.447575035 -0.367270536 -0.314333234
#> 74 -0.212960311 -0.0648113830 -0.016298677 0.040195927 0.413417671
#> 75 -0.149370660 -0.4993491721 -0.507201197 -0.291922368 -0.377208278
#> 76 0.556129621 0.1569799800 0.065116197 0.345137405 0.481679765
#> 77 -0.511432588 -0.2730944929 -0.243278568 -0.153464099 0.242921558
#> 78 -0.179824412 -0.0789396921 0.025824218 0.068091561 0.240819429
#> 79 -0.247783768 0.0851703181 -0.106403330 -0.008765878 0.563884712
#> 80 -0.179824412 0.1763889090 0.518031257 0.230115970 0.289666518
#> comp 6
#> 1 -0.0547984185
#> 2 0.0375867535
#> 3 -0.3439480546
#> 4 0.0005026232
#> 5 -0.4875276094
#> 6 0.5227708782
#> 7 -0.0486918112
#> 8 0.3828856547
#> 9 0.0210184448
#> 10 0.0554419426
#> 11 0.5441272293
#> 12 -0.0282281957
#> 13 -0.0063981385
#> 14 0.0345392863
#> 15 -0.2363852866
#> 16 0.1177826431
#> 17 0.0745771329
#> 18 0.3261759094
#> 19 0.2268885757
#> 20 -0.0673481799
#> 21 -0.0620389295
#> 22 0.0810901901
#> 23 -0.3291239603
#> 24 -0.3788440430
#> 25 0.0891109418
#> 26 0.2595751569
#> 27 -0.3757272256
#> 28 -0.2044908833
#> 29 -0.2004862522
#> 30 0.2769776849
#> 31 0.4542177099
#> 32 0.2202729416
#> 33 0.0484500770
#> 34 -0.3192639983
#> 35 0.5050389645
#> 36 -0.5211108671
#> 37 0.3323642524
#> 38 -0.3257014486
#> 39 0.2814836721
#> 40 0.4187443928
#> 41 -0.0021862780
#> 42 -0.3023594536
#> 43 -0.2600285038
#> 44 -0.1836424615
#> 45 0.1497533451
#> 46 -0.1647651011
#> 47 -0.2638874887
#> 48 0.3050424660
#> 49 -0.3357766714
#> 50 -0.0242755377
#> 51 -0.2602888308
#> 52 0.1444319483
#> 53 -0.1890929816
#> 54 0.1297464919
#> 55 0.4601434770
#> 56 -0.0076785813
#> 57 -0.0512780890
#> 58 -0.4021541781
#> 59 -0.0955240134
#> 60 -0.3550677001
#> 61 -0.4546743020
#> 62 0.5985318533
#> 63 -0.1997123287
#> 64 0.4538117245
#> 65 0.0237189376
#> 66 0.0729628313
#> 67 0.6090786353
#> 68 -0.3358446034
#> 69 0.1865476864
#> 70 -0.2519643569
#> 71 -0.6231525163
#> 72 0.0893891185
#> 73 -0.3157222199
#> 74 0.1640427881
#> 75 -0.2642861895
#> 76 0.2967742914
#> 77 -0.0629770088
#> 78 0.0456408463
#> 79 0.1043493974
#> 80 0.2508638018
#>
#>
#> $loadings
#> $loadings$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> X1 -0.1243330776 -0.2442938393 0.0559961270 0.061129454 -0.159274706
#> X2 0.0090968080 -0.0642781325 0.0790823223 -0.295440546 0.011942559
#> X3 0.0976096235 -0.0607887908 -0.0009642465 -0.086051539 -0.052460592
#> X4 -0.0005520149 -0.0143674293 -0.0193995908 -0.109158549 0.020629271
#> X5 0.1038980161 -0.1807622767 -0.1925287888 0.066747543 -0.120171369
#> X6 -0.0755359294 0.0076312840 -0.1713595077 -0.038529311 0.054594778
#> X7 0.2232606559 0.0127419555 -0.0991396028 0.123266917 0.148014285
#> X8 -0.0271488269 -0.1045018209 0.1355621255 -0.167315270 -0.029256145
#> X9 0.1421248757 0.1961630067 0.0507982688 0.296973625 0.112273835
#> X10 -0.1546266812 0.1427405501 0.0184787538 0.239769667 0.064529514
#> X11 0.0334145879 -0.1917262692 0.0524780383 -0.015386404 0.118322306
#> X12 -0.1358070267 0.0745674551 -0.1937109815 -0.089245898 0.100885587
#> X13 0.0120996439 -0.1320350038 0.2382965494 0.064525735 -0.060381275
#> X14 0.0763363945 -0.1298042073 -0.0194169967 0.068609550 -0.033439126
#> X15 -0.1337998874 -0.0585320873 0.1243583487 0.113030617 0.038152896
#> X16 0.0270640000 0.0653105950 0.0776983995 -0.047098855 0.176334984
#> X17 -0.1590708264 0.1082105324 -0.1310536801 -0.055711138 0.069735100
#> X18 -0.0562088362 -0.0082101764 0.1083795485 -0.034485433 -0.235075768
#> X19 -0.0293400613 -0.0898037066 0.0878691424 0.176646065 0.069595286
#> X20 0.0338971826 -0.0317673483 0.0779451348 -0.137295595 -0.051688804
#> X21 0.0371665246 0.0274676934 -0.2744224437 -0.115302184 -0.131413189
#> X22 -0.2240150797 0.0122204867 -0.0151629338 0.142119762 0.026277036
#> X23 -0.1290960523 0.1913039443 -0.0698820978 -0.019552756 0.019731000
#> X24 0.1016661148 -0.0803169449 -0.0463079675 -0.050130813 -0.042458459
#> X25 0.0930870105 -0.1303663957 -0.0752414030 -0.026545745 -0.180851763
#> X26 -0.0759286710 0.1857919448 0.1038413578 -0.179848273 -0.153296540
#> X27 0.1709973718 0.1287783635 0.2393470907 0.121657619 -0.026045539
#> X28 -0.1340801828 -0.0016784305 0.2390776065 -0.149288390 -0.028473984
#> X29 -0.0550000811 0.0658770452 -0.0821557031 -0.087224324 0.199655398
#> X30 0.1541262272 -0.0009556531 0.0384077672 0.178019766 0.115011417
#> X31 -0.0450313359 -0.0259039317 -0.0201242302 -0.012796578 0.084984321
#> X32 0.1697070596 0.2052666409 -0.0501750045 0.071674978 -0.061851445
#> X33 -0.1361274343 0.1722697189 0.0327771893 -0.069053778 -0.131025791
#> X34 0.0653119147 0.0108613511 0.1511412282 0.116112604 -0.073184770
#> X35 0.1030344467 -0.1920332595 -0.0399814304 0.066126479 -0.108035721
#> X36 -0.1429477301 0.1331301546 0.1636081160 0.182515043 -0.045465613
#> X37 -0.0463300715 0.0064918670 0.0493836806 -0.207610676 -0.234444632
#> X38 -0.0909860303 0.1592468333 0.0206423604 -0.128181776 0.090053137
#> X39 0.0119786683 -0.0743451682 -0.2648895312 0.115840795 -0.089304645
#> X40 0.0364897249 -0.1011625581 -0.1110785021 -0.173724243 0.071240037
#> X41 -0.0015143158 -0.0390940244 0.0546351789 -0.030250319 0.064364221
#> X42 -0.0820803774 -0.0825249801 0.1555544210 -0.013071751 0.091140679
#> X43 0.1905534468 -0.1520056557 0.0842547204 -0.143460559 0.052603188
#> X44 0.0271282958 -0.0981701857 0.1713020924 -0.142099555 -0.161536626
#> X45 0.1684699953 0.3067212190 0.0966473962 -0.076779977 -0.005787921
#> X46 0.2612831504 0.2031894780 0.1754588950 -0.091780131 0.010236111
#> X47 -0.1359959617 -0.0387628416 0.1911934888 0.100998122 -0.060799655
#> X48 -0.2132802375 -0.0402188283 0.1508829795 0.060091938 0.069176665
#> X49 -0.0078995394 0.2469762468 -0.0036046861 -0.207355840 -0.014922828
#> X50 -0.0805152141 0.1394084399 -0.1485943507 0.080126665 -0.190852613
#> X51 -0.1377871591 0.0510101721 -0.0588118788 0.071227990 0.001268217
#> X52 0.0632481536 0.1030842068 -0.1504497077 -0.103782927 0.031148631
#> X53 0.0741253404 -0.0580218528 0.2139951411 0.027835586 0.219593319
#> X54 0.3171296637 0.1083398538 0.0888181431 0.125798252 -0.017456403
#> X55 0.0433073071 -0.2665347509 -0.0161205394 -0.085662781 0.172464821
#> X56 0.1804990087 0.0259613328 0.1153675172 -0.150134330 0.116886211
#> X57 -0.0296797883 0.0212076511 -0.0442126651 -0.072886473 0.141751782
#> X58 -0.1794541575 -0.0866292718 0.0052141832 0.171051128 0.230012832
#> X59 0.0014091417 -0.0307288982 -0.0134534365 0.073789897 -0.035755694
#> X60 0.1302897738 0.0577232918 0.0284847046 0.002841944 0.139823439
#> X61 -0.0273363666 -0.0057539383 -0.0153889044 0.028734268 -0.291062658
#> X62 0.0761300526 0.1754409451 -0.0427597949 -0.004432316 0.009241644
#> X63 0.0736439262 -0.0556108261 0.0087794849 -0.146963860 0.180415219
#> X64 0.1149339761 -0.1471101181 -0.0316478141 -0.035916958 0.132249626
#> X65 0.1370445646 -0.0475806639 -0.1944689854 0.178182720 -0.045353416
#> X66 -0.1176783419 -0.0465516680 -0.0138509857 -0.106616865 0.237542023
#> X67 -0.1355128032 0.0863044015 -0.1040685656 -0.093286662 0.252067226
#> X68 -0.1575597647 0.0037285869 0.1878501685 0.030563878 -0.026030749
#> comp 6
#> X1 -0.063548589
#> X2 0.089225223
#> X3 -0.078360169
#> X4 -0.037418138
#> X5 -0.037523851
#> X6 0.190187790
#> X7 0.001051341
#> X8 0.022867103
#> X9 0.020627906
#> X10 -0.074079375
#> X11 -0.114174927
#> X12 0.072347766
#> X13 -0.207053203
#> X14 0.162777925
#> X15 0.158244673
#> X16 -0.157391301
#> X17 0.013591552
#> X18 0.032200304
#> X19 0.105233483
#> X20 -0.165452491
#> X21 -0.032404601
#> X22 0.023890382
#> X23 0.020189825
#> X24 -0.167004310
#> X25 -0.160949289
#> X26 -0.038545123
#> X27 0.028625240
#> X28 -0.040294981
#> X29 -0.175301729
#> X30 0.062296747
#> X31 -0.222108097
#> X32 0.039329107
#> X33 0.140936951
#> X34 0.084608189
#> X35 -0.194188620
#> X36 -0.066715355
#> X37 0.099194256
#> X38 0.079419511
#> X39 0.010435861
#> X40 0.151605191
#> X41 -0.189716859
#> X42 -0.162416420
#> X43 0.118137334
#> X44 -0.080680469
#> X45 0.025530238
#> X46 0.096950670
#> X47 -0.106981876
#> X48 -0.077923897
#> X49 -0.037818906
#> X50 -0.075283818
#> X51 -0.265781283
#> X52 -0.272686013
#> X53 -0.077718271
#> X54 -0.110667105
#> X55 0.228684623
#> X56 0.009128764
#> X57 -0.142120575
#> X58 0.061026580
#> X59 -0.098522758
#> X60 -0.097766297
#> X61 -0.214698492
#> X62 -0.107778035
#> X63 -0.099193931
#> X64 0.029654515
#> X65 -0.008279149
#> X66 -0.142200490
#> X67 -0.101541035
#> X68 0.173985177
#>
#> $loadings$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> Y 1.628618 1.807529 1.324851 1.956047 0.868788 1.688759
#>
#>
#> $names
#> $names$X
#> [1] "X1" "X2" "X3" "X4" "X5" "X6" "X7" "X8" "X9" "X10" "X11" "X12"
#> [13] "X13" "X14" "X15" "X16" "X17" "X18" "X19" "X20" "X21" "X22" "X23" "X24"
#> [25] "X25" "X26" "X27" "X28" "X29" "X30" "X31" "X32" "X33" "X34" "X35" "X36"
#> [37] "X37" "X38" "X39" "X40" "X41" "X42" "X43" "X44" "X45" "X46" "X47" "X48"
#> [49] "X49" "X50" "X51" "X52" "X53" "X54" "X55" "X56" "X57" "X58" "X59" "X60"
#> [61] "X61" "X62" "X63" "X64" "X65" "X66" "X67" "X68"
#>
#> $names$Y
#> [1] "Y"
#>
#> $names$indiv
#> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15"
#> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30"
#> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45"
#> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60"
#> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75"
#> [76] "76" "77" "78" "79" "80"
#>
#>
#> attr(,"class")
#> [1] "pls"
#>
#> $XplanScal
#> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264
#> 0.5025253 0.5006325 0.5025253 0.4929888 0.5017375 0.5025253 0.5025253
#> D5S346 D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305
#> 0.5025253 0.4871774 0.5031546 0.5017375 0.5029973 0.5017375 0.4929888
#> D1S207 D2S138 D16S422 D9S179 D10S191 D4S394 D1S197
#> 0.4992082 0.5029973 0.5006325 0.5029973 0.5029973 0.5029973 0.5006325
#> D6S264 D14S65 D17S790 D5S430 D3S1283 D4S414 D8S283
#> 0.5006325 0.4974619 0.4974619 0.5025253 0.5017375 0.5025253 0.5029973
#> D11S916 D2S159 D16S408 D6S275 D10S192 sexe Agediag
#> 0.5029973 0.4929888 0.4974619 0.5029973 0.4953901 0.4611488 13.5030421
#> Siege T N M STADE
#> 0.7458747 0.8999824 0.7778581 0.4357447 1.2143003
#>
#> $XplanCent
#> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264 D5S346
#> 0.52500 0.45000 0.47500 0.60000 0.53750 0.47500 0.52500 0.47500
#> D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305 D1S207 D2S138
#> 0.37500 0.50000 0.46250 0.51250 0.46250 0.40000 0.43750 0.48750
#> D16S422 D9S179 D10S191 D4S394 D1S197 D6S264 D14S65 D17S790
#> 0.45000 0.51250 0.51250 0.51250 0.45000 0.55000 0.42500 0.42500
#> D5S430 D3S1283 D4S414 D8S283 D11S916 D2S159 D16S408 D6S275
#> 0.47500 0.46250 0.52500 0.51250 0.48750 0.40000 0.57500 0.48750
#> D10S192 sexe Agediag Siege T N M STADE
#> 0.41250 0.70000 64.23634 1.77500 2.51250 0.55000 0.25000 2.36250
#>
#> $CoeffCFull
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 4.176906 5.161013 4.944046 5.066173 5.015312 3.728372
#> [2,] NA 6.355571 6.748275 6.475995 6.304447 10.268566
#> [3,] NA NA 2.922938 5.242806 5.211587 6.786792
#> [4,] NA NA NA 8.539513 9.714931 14.988062
#> [5,] NA NA NA NA 2.967054 6.223951
#> [6,] NA NA NA NA NA 12.488381
#>
#> $kernDKsplsDR_mod
#> Gaussian Radial Basis kernel function.
#> Hyperparameter : sigma = 0.0125717279288816
#>
(cox_DKsplsDR_fit=coxDKsplsDR(~X_train_micro,Y_train_micro,C_train_micro,ncomp=6,
validation="CV",allres=TRUE,eta=.5))
#> Kernel : rbfdot
#> Estimated_sigma 0.01249951
#> $tt_DKsplsDR
#> dim.1 dim.2 dim.3 dim.4 dim.5
#> 1 -0.121385071 -0.473128832 -0.145754292 0.103061459 -0.232986450
#> 2 0.098685359 -0.099105818 0.279638084 -0.314045771 -0.231616169
#> 3 0.296456153 -0.006604447 0.081858563 -0.023180701 -0.045695879
#> 4 0.051369216 0.010068457 0.020073740 -0.142411742 -0.052591295
#> 5 0.409958718 -0.073669489 -0.372337159 0.047784666 -0.163734943
#> 6 -0.156471698 0.087657828 -0.290844741 -0.220497812 -0.245752291
#> 7 -0.224105429 0.134038620 -0.114548631 0.098315437 -0.090300836
#> 8 0.534711748 0.168617506 -0.253223583 0.032341710 0.189552509
#> 9 0.014908844 -0.238483032 0.268615126 -0.131782298 -0.147804331
#> 10 0.058345045 -0.009231962 0.129031717 -0.084344427 -0.219879237
#> 11 0.156250176 0.242575909 -0.159831033 0.323672146 0.237515976
#> 12 -0.449694628 0.087582648 -0.170719297 0.271816750 0.258089510
#> 13 0.226490929 -0.306768210 -0.050872503 -0.085634126 0.217081423
#> 14 -0.328581329 0.199759346 -0.226909011 -0.256301230 -0.038605745
#> 15 0.112909396 -0.367862572 0.209646372 0.230916153 0.157288117
#> 16 0.278429218 -0.158007656 -0.179060436 0.030512424 -0.234258547
#> 17 -0.323561652 -0.018226298 0.027323668 -0.048544427 0.101450259
#> 18 -0.267143561 -0.266515626 -0.019201632 0.106478841 -0.072814628
#> 19 0.014438199 0.051733982 0.132773151 -0.083993101 0.334040200
#> 20 -0.420338351 0.183986344 -0.151835627 -0.150958572 0.011989618
#> 21 -0.118780143 -0.103903187 0.163084190 0.149365899 -0.361853409
#> 22 -0.006430677 -0.248337294 -0.135641892 0.155218565 0.055794806
#> 23 0.117731509 -0.055002109 0.220837613 -0.053238296 0.038979183
#> 24 0.136978449 0.286810020 -0.271042936 -0.158732094 -0.300439501
#> 25 -0.513517510 -0.103106664 -0.223396301 0.103992999 0.009837532
#> 26 -0.412720044 0.265456282 -0.065662489 -0.054151696 -0.079161638
#> 27 0.327147300 -0.029346968 -0.065322653 -0.037585223 0.028672466
#> 28 0.356837442 -0.093158727 -0.151915621 0.021816952 -0.228335626
#> 29 -0.295946745 0.196907138 0.354853362 -0.016712217 -0.244886175
#> 30 -0.296366966 0.155305397 -0.105848645 -0.009157951 -0.225381715
#> 31 0.282119783 0.078333480 0.312156069 0.314847625 0.049327771
#> 32 -0.266025950 -0.096188896 -0.073523476 0.027169810 -0.079133113
#> 33 -0.329274209 -0.204377006 0.410393407 -0.038208516 -0.053917377
#> 34 -0.140603199 0.155409293 -0.049212502 -0.187471018 0.379538035
#> 35 0.333107379 -0.007554175 -0.186547630 0.126877010 0.076024146
#> 36 -0.056119620 -0.020404339 -0.030737257 -0.023025481 0.301932040
#> 37 0.259620814 0.403189083 -0.035613914 0.148024176 -0.128627030
#> 38 -0.238897042 0.131656510 0.045310738 0.157530536 -0.082076589
#> 39 -0.431413804 0.171429949 0.139084488 0.013336276 -0.353443164
#> 40 0.136808318 -0.080083871 0.098905423 0.225207599 -0.159720376
#> 41 -0.096168892 0.045542207 0.157460235 0.018939033 -0.208004904
#> 42 0.405099323 -0.219766108 -0.204187227 0.098280312 -0.021669437
#> 43 -0.416448081 -0.006089506 0.087229741 0.355798261 0.135086186
#> 44 -0.096596555 -0.004974832 0.226297914 -0.089204518 -0.550654239
#> 45 -0.311480305 0.192737630 0.150658176 -0.152803917 -0.010179136
#> 46 0.122274140 0.075311915 -0.523404957 0.026642193 -0.213567195
#> 47 0.022001951 -0.046342342 -0.041259325 -0.115672003 -0.205489847
#> 48 0.214059542 -0.045686627 -0.132841356 -0.346967449 -0.249448619
#> 49 0.319776380 -0.046954627 -0.128351846 0.082521014 -0.118908571
#> 50 0.027839261 -0.094268055 0.048578152 -0.022544744 0.219421966
#> 51 -0.126850983 -0.265191444 0.148374424 0.022849524 0.268246079
#> 52 0.566950999 -0.175632096 0.164114291 -0.174094432 -0.131231388
#> 53 0.139276953 -0.223619815 0.339073164 0.013323163 -0.198672685
#> 54 0.169791285 0.486988164 0.372176280 0.100891977 0.033988566
#> 55 0.437455145 0.315043248 0.459925190 0.061536564 -0.049114364
#> 56 -0.308885742 -0.276084448 0.106143911 0.221851847 0.040840846
#> 57 -0.465939545 -0.273599774 0.063305825 0.077231179 0.172889938
#> 58 -0.178947111 0.418082647 0.303318276 -0.105621621 0.008247435
#> 59 -0.250883625 0.256142983 -0.253887940 0.152409848 -0.231402935
#> 60 -0.334430574 0.048551123 -0.145093914 0.094493140 0.266649285
#> 61 0.123834743 0.309317063 -0.073679769 -0.117393099 0.218927187
#> 62 0.197384110 -0.218443639 0.222195788 0.006276056 0.398485899
#> 63 0.648128162 0.226826512 0.093502095 0.291670522 0.165718288
#> 64 0.321595035 -0.360949283 -0.137843474 -0.303056972 -0.121967702
#> 65 0.403949279 0.061436150 0.324374738 -0.128518252 0.143454115
#> 66 -0.075956027 0.066440102 -0.031272400 -0.154141056 0.242133302
#> 67 -0.330072789 -0.267527642 -0.315375279 -0.026923096 0.190785035
#> 68 0.044439306 -0.035587716 -0.093875421 0.136618276 0.080620889
#> 69 0.265434144 0.124511960 0.071488458 -0.002149671 0.308454945
#> 70 -0.136092260 -0.018032793 -0.089726292 -0.048082154 0.067315221
#> 71 -0.017420815 0.006493805 -0.033585423 0.239578897 -0.212124377
#> 72 0.063048655 0.329164108 0.008897887 0.041419519 0.075291669
#> 73 0.219644092 -0.031753549 0.095141454 -0.227359322 0.298667764
#> 74 -0.141028662 -0.052839490 -0.075465488 -0.143643099 0.093908216
#> 75 0.404655784 -0.127396604 -0.076096060 -0.124694366 0.135805381
#> 76 0.381833804 0.109846283 -0.444045731 0.130554612 -0.094953029
#> 77 -0.207911235 -0.094737055 -0.016244362 -0.261178353 0.364527261
#> 78 -0.092096715 -0.098011054 -0.074831347 -0.039280983 0.151716953
#> 79 -0.341722012 0.163134118 -0.092624747 -0.258845397 0.360402526
#> 80 -0.375466530 -0.203532133 0.177453911 0.100978235 -0.198294056
#> dim.6
#> 1 -0.144224020
#> 2 0.048120627
#> 3 -0.123512059
#> 4 -0.150235260
#> 5 -0.056487959
#> 6 0.151639159
#> 7 -0.127061663
#> 8 0.104987338
#> 9 -0.042441068
#> 10 -0.117699971
#> 11 0.212957445
#> 12 0.071041212
#> 13 0.008798555
#> 14 0.158996633
#> 15 -0.165049016
#> 16 0.259448769
#> 17 0.135687006
#> 18 0.214177252
#> 19 -0.143600148
#> 20 0.092204572
#> 21 -0.026330847
#> 22 0.340636130
#> 23 -0.213361023
#> 24 -0.124653918
#> 25 0.129064277
#> 26 -0.073295123
#> 27 -0.155283340
#> 28 -0.342094773
#> 29 -0.085933171
#> 30 -0.070838539
#> 31 0.132788195
#> 32 0.011022251
#> 33 -0.006657135
#> 34 0.012274010
#> 35 0.183645978
#> 36 -0.203062726
#> 37 0.043982090
#> 38 0.013538617
#> 39 0.110051989
#> 40 0.116915864
#> 41 -0.039412414
#> 42 -0.260557762
#> 43 0.098772177
#> 44 -0.058337516
#> 45 0.156998033
#> 46 -0.053376073
#> 47 -0.047467113
#> 48 0.067641330
#> 49 0.066692844
#> 50 -0.187746825
#> 51 -0.128734237
#> 52 0.184443538
#> 53 -0.181215335
#> 54 0.087781714
#> 55 0.130339640
#> 56 -0.119085413
#> 57 0.019466659
#> 58 0.095171524
#> 59 -0.180519087
#> 60 -0.211500945
#> 61 -0.303797601
#> 62 -0.034740001
#> 63 0.120388833
#> 64 0.244994986
#> 65 0.086058135
#> 66 -0.158947672
#> 67 0.053231718
#> 68 0.044776777
#> 69 -0.014765500
#> 70 0.135511587
#> 71 -0.262785353
#> 72 -0.099423695
#> 73 0.078804521
#> 74 -0.020744529
#> 75 0.233641354
#> 76 -0.033602840
#> 77 -0.055619747
#> 78 0.076152044
#> 79 0.023732313
#> 80 0.267623726
#>
#> $cox_DKsplsDR
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 3.707e+00 4.073e+01 1.264e+00 2.933 0.00335
#> dim.2 1.019e+01 2.669e+04 3.412e+00 2.987 0.00282
#> dim.3 6.723e+00 8.317e+02 2.668e+00 2.520 0.01173
#> dim.4 1.492e+01 3.019e+06 4.958e+00 3.009 0.00262
#> dim.5 6.201e+00 4.932e+02 2.784e+00 2.228 0.02591
#> dim.6 1.249e+01 2.668e+05 4.975e+00 2.511 0.01202
#>
#> Likelihood ratio test=70.26 on 6 df, p=3.612e-13
#> n= 80, number of events= 17
#>
#> $DKsplsDR_mod
#> $x
#> 1 2 3 4 5
#> 1 0.6319808271 -0.0468895392 0.026432882 -0.065528291 0.125596242
#> 2 -0.0441634531 0.6292547409 0.097144705 0.075576080 -0.076236750
#> 3 0.0659026160 0.1338883528 0.592511093 0.019313196 0.090347968
#> 4 -0.0525368631 0.0858414215 -0.007165111 0.618989399 -0.018389992
#> 5 0.1556354142 -0.0489236644 0.080917406 -0.001342248 0.601941655
#> 6 -0.1064926735 -0.1117065224 -0.115118635 -0.075669541 0.004599051
#> 7 0.0271328541 -0.0790221348 -0.071772983 0.036328523 -0.035733147
#> 8 -0.0742683270 -0.0754247144 0.089910848 0.005771979 0.060564400
#> 9 0.1372286219 0.0970028449 0.049766413 -0.014297631 -0.060595071
#> 10 0.0273459634 0.1953370541 -0.003545919 -0.015302661 -0.030347091
#> 11 -0.0214268797 -0.1834919048 -0.130987316 -0.091638809 -0.004465239
#> 12 -0.0430872549 -0.1193010705 -0.038243445 -0.019505877 -0.035560314
#> 13 -0.0758871492 0.0016510091 -0.035671232 -0.091555920 -0.044400051
#> 14 -0.0806253918 -0.0093805587 -0.009400559 -0.061480100 -0.011777593
#> 15 0.1353484444 -0.0071892947 0.021623230 -0.006898053 -0.053030687
#> 16 0.0710929988 -0.0181347414 -0.044541145 -0.069694667 0.205701141
#> 17 -0.1011538284 -0.0226883229 -0.108648102 -0.074462777 -0.101145380
#> 18 0.1838703555 -0.0180696541 -0.032436591 -0.013381911 0.020365035
#> 19 -0.0424204422 -0.0100925414 0.033057147 0.052333325 -0.012968586
#> 20 0.0087029304 -0.0727692086 -0.052024738 -0.066220882 -0.078032758
#> 21 0.1041520477 0.0990872915 0.024339997 0.016674279 0.036214693
#> 22 0.0093877335 -0.0412511677 0.006611718 -0.142897915 0.064658383
#> 23 -0.0700158059 0.0749481147 0.079232798 0.010570684 -0.077173373
#> 24 -0.0139588371 -0.0581417647 0.026503980 0.021639867 0.040827087
#> 25 -0.0231204481 -0.1236464885 -0.009783444 -0.119835949 -0.041561592
#> 26 -0.0395303980 -0.1003510251 -0.059631887 0.025303705 -0.096904435
#> 27 -0.1431403735 -0.0972523961 -0.088401563 -0.078265792 -0.051897676
#> 28 -0.0326655612 -0.1238561769 0.069321347 -0.077896057 -0.017508095
#> 29 -0.0656356419 0.0224292246 -0.025148515 -0.080842504 -0.132397018
#> 30 -0.0905841409 -0.0471014711 -0.122410567 -0.026401797 -0.036685030
#> 31 0.0407870418 0.0609992210 0.132577993 -0.076611703 0.052682562
#> 32 -0.0880245433 0.0682289338 -0.079637224 0.061262863 -0.085402414
#> 33 -0.0050381717 0.1275764708 -0.037148486 -0.025937976 -0.144753605
#> 34 -0.0690472080 -0.0777098269 -0.080463119 -0.019103657 -0.095797035
#> 35 -0.0086049022 -0.1417369154 -0.111700903 -0.089376679 0.037694414
#> 36 0.0062152567 -0.0278169418 0.038979277 -0.021586196 0.008384142
#> 37 -0.0289165129 -0.0958364503 0.018427365 -0.044034414 0.116444826
#> 38 -0.0363147122 -0.0948329911 -0.068603532 -0.066656059 -0.109103953
#> 39 -0.0258203508 -0.0237318404 -0.107890515 -0.121543145 -0.081272194
#> 40 0.0380201457 -0.0060570990 0.083744510 -0.030084102 0.065668630
#> 41 -0.0993390231 0.0584809366 -0.064969690 0.137683086 -0.105374401
#> 42 0.0700126359 -0.1241033443 0.002497697 -0.028585070 0.070049651
#> 43 -0.0211281994 -0.0284217958 -0.053753241 0.017346911 -0.013187317
#> 44 -0.0004937222 0.0701719596 -0.002830454 -0.063674760 -0.096611007
#> 45 -0.0604248349 -0.0286170612 -0.069131439 -0.050278500 -0.151509447
#> 46 -0.0558843486 -0.1555877527 -0.042574966 -0.034712829 0.206647092
#> 47 0.0936009016 0.0629061722 0.091555835 0.018534625 0.069321238
#> 48 -0.0997961003 0.0332786194 -0.087978841 0.127940196 -0.049034949
#> 49 0.0650585845 -0.0637527076 -0.062547705 -0.084357824 0.183782175
#> 50 0.0366436888 -0.0007464779 -0.069915738 0.065571320 -0.034134002
#> 51 0.0451426375 0.0653956474 -0.046871985 0.189165024 -0.034751653
#> 52 -0.0490627519 0.1518457317 0.084963995 -0.067672074 0.005800936
#> 53 0.1177160372 0.0375154134 -0.004098829 -0.062601049 -0.081183176
#> 54 -0.0900261072 0.1016331758 0.001235433 0.096635763 0.032643182
#> 55 -0.0239027665 0.1477909120 0.103120231 0.072013357 0.057253608
#> 56 0.1650300010 -0.0375606078 -0.030208499 0.106910739 -0.060379015
#> 57 0.1433223491 0.0168379879 -0.051904690 -0.003085710 -0.042444543
#> 58 -0.0957623674 0.1053859218 -0.109156156 0.004149554 -0.073785537
#> 59 0.0113009416 -0.1385367175 -0.087268234 -0.020535389 -0.008481065
#> 60 -0.0639422193 -0.1095539482 -0.032447959 -0.012671600 -0.020345665
#> 61 -0.1205091364 -0.0673792317 0.014867304 0.026731941 -0.051462269
#> 62 -0.0043445508 0.0807737521 0.008204555 0.061808287 -0.013925176
#> 63 -0.0879340137 -0.1039639668 0.056798518 -0.006827782 0.010867508
#> 64 0.0588344139 0.1446945103 0.076343844 -0.005816139 0.138486145
#> 65 0.0344769812 0.1449480685 0.063299504 0.119885909 -0.037380530
#> 66 -0.0068272537 -0.0063956366 0.185875492 0.009420890 -0.045088473
#> 67 0.0093383120 -0.0467948016 0.075760535 0.048629798 -0.053036782
#> 68 0.0866488490 -0.0694952434 0.001293807 -0.058559760 0.067391099
#> 69 0.0907623355 0.0654359015 0.113861041 0.038450347 0.171488402
#> 70 -0.0476448858 -0.0733379391 -0.075488483 0.009179543 -0.088413967
#> 71 -0.0157577483 -0.0217700842 -0.052940216 0.106395806 0.037029994
#> 72 -0.0607986927 -0.1308190384 -0.012461500 -0.087845577 -0.029283330
#> 73 -0.0761643523 0.0214319931 -0.039471973 -0.032155642 -0.062840514
#> 74 -0.0321382095 0.1129443202 0.052727363 0.157777228 0.001234570
#> 75 0.0159155067 0.0736969407 0.053834425 -0.022311073 0.064848342
#> 76 -0.0004326578 -0.1402689919 -0.055069130 -0.046406239 0.317100550
#> 77 -0.1046449866 0.0372550986 -0.012188778 0.091871507 -0.102965753
#> 78 -0.0206076511 0.0380364365 0.126114262 -0.028581922 -0.001131881
#> 79 -0.1028425521 0.0024015016 -0.039367968 0.018066135 -0.101145794
#> 80 0.0362815756 0.0604060934 -0.040434546 -0.063199613 -0.074599396
#> 6 7 8 9 10
#> 1 -0.111881000 0.023328670 -0.082810757 0.105524493 0.0525583813
#> 2 -0.114368763 -0.080100233 -0.081241059 0.068024802 0.2232755582
#> 3 -0.081037228 -0.036107433 0.120838152 0.057532019 0.0611362331
#> 4 -0.068066439 0.045515767 0.010220977 -0.033010332 0.0229011852
#> 5 0.029249896 -0.009498159 0.082061141 -0.062260027 0.0249044991
#> 6 0.626592501 -0.040441863 -0.004766491 -0.062052864 -0.0703140005
#> 7 -0.042026006 0.628176643 -0.006974117 -0.011249844 -0.0415204994
#> 8 -0.001612387 -0.002235870 0.623438397 -0.094984214 -0.0655306060
#> 9 -0.035737062 0.016650101 -0.071822516 0.600276698 -0.0304595405
#> 10 -0.100914745 -0.070537101 -0.099285454 -0.087376087 0.6571932451
#> 11 0.026316534 0.107949290 0.094812256 -0.080864259 -0.1039211793
#> 12 0.063383616 0.079951816 -0.042373256 -0.121972656 -0.0947116311
#> 13 -0.021665896 -0.161676510 0.006716580 -0.020969447 -0.0100975049
#> 14 0.138774777 0.023665251 -0.020509664 -0.069284967 -0.0734511666
#> 15 -0.119891312 -0.038229661 -0.002548032 0.191970272 -0.0197060715
#> 16 0.024741145 -0.104054910 0.021749337 0.005492084 -0.0635269050
#> 17 0.018159515 -0.064999044 -0.109037423 -0.013377746 -0.1005773084
#> 18 0.037309400 -0.022582617 -0.028605082 0.071429823 -0.0353678754
#> 19 -0.059605405 -0.010236877 -0.023711638 0.156643511 -0.0650845691
#> 20 0.021216163 0.179760485 -0.016135372 0.052910892 -0.0851936328
#> 21 -0.054742691 0.060263777 -0.108078264 -0.032683317 0.1860068425
#> 22 0.038668600 -0.034411377 0.007714768 -0.013788714 -0.0787512627
#> 23 -0.058461323 -0.043889147 -0.015767082 -0.033397018 0.0692996489
#> 24 -0.013522078 0.045984342 0.056000224 -0.073551437 -0.0551733126
#> 25 0.151333165 0.122362436 -0.013374462 -0.031333776 -0.1072151240
#> 26 0.079595051 0.103302260 -0.070021060 -0.071566060 -0.0310473088
#> 27 0.048021271 -0.116027467 -0.002726319 -0.074781721 -0.0775575004
#> 28 -0.060866773 -0.057070453 0.080404696 -0.002114800 -0.1269667575
#> 29 0.062510974 -0.062052652 -0.156255463 0.084922004 -0.0518226635
#> 30 0.024900800 0.075884102 -0.130741378 -0.131544937 0.0157159680
#> 31 -0.046146206 -0.028518053 -0.043523984 -0.014247200 -0.0124830217
#> 32 -0.093041649 0.013344564 -0.087750682 -0.173642777 0.0964278272
#> 33 0.002824666 -0.109755825 -0.143738559 0.121175912 0.0645712017
#> 34 -0.045954990 -0.068190419 0.028398321 -0.051299819 -0.1206434597
#> 35 0.025300030 -0.150289934 0.013765952 -0.150641957 -0.0445657929
#> 36 -0.044867571 -0.033623082 0.034689790 -0.059054653 0.0384286363
#> 37 0.005046693 0.003855305 0.003675542 -0.025477793 -0.0606871374
#> 38 0.102654349 -0.037984570 -0.088630528 -0.031071839 -0.0771973015
#> 39 0.148068274 0.079054754 -0.160753457 0.021438759 -0.0165555777
#> 40 0.001980849 -0.036654965 0.004817669 0.074335295 -0.0770148172
#> 41 0.020651819 0.028665235 -0.047121108 0.030792355 -0.0616619372
#> 42 -0.061075962 -0.028844284 0.187151590 -0.058812819 -0.0077938151
#> 43 -0.028771238 0.010555626 -0.086787571 -0.128497540 0.0511985492
#> 44 0.082996774 -0.053565637 -0.124298321 0.069903541 0.0323259175
#> 45 0.031703027 0.050861532 -0.040410785 0.180629507 -0.1082383139
#> 46 0.169095582 -0.009362849 0.129023372 -0.173234177 -0.0456571677
#> 47 -0.024446011 0.025058510 -0.023983950 0.074909525 0.0755357756
#> 48 0.050427880 -0.049137226 0.013655510 0.004126536 0.0006967334
#> 49 0.097539678 -0.058597823 -0.023108113 -0.030141475 0.0283118415
#> 50 -0.103885013 0.036038878 -0.007236699 -0.046398518 0.0962320560
#> 51 -0.076738249 -0.033252151 -0.042734778 0.057270408 0.0820909088
#> 52 -0.049365323 -0.153275357 0.019223536 0.095856216 0.0276111490
#> 53 -0.022645581 -0.059565427 -0.060640887 0.326980033 -0.0272920908
#> 54 0.048383849 -0.043535913 0.018180147 -0.120315381 0.2484135674
#> 55 -0.043971781 -0.061008674 0.001362194 0.025917306 0.0895007968
#> 56 -0.097584163 0.056616010 -0.093782694 -0.010914306 0.0640177674
#> 57 -0.084046393 -0.003629077 -0.108365291 0.008864486 0.0100782608
#> 58 0.103461527 0.035714804 -0.078997502 -0.060940195 0.1243709420
#> 59 0.022529936 0.216334892 0.020917462 -0.150384753 0.0078317199
#> 60 0.083829041 0.099348297 -0.027986469 -0.114605316 -0.0343288946
#> 61 -0.059267632 0.091217790 0.090753820 -0.063235680 -0.0401087778
#> 62 -0.065338891 -0.068695659 -0.030223238 0.041160652 0.0981314545
#> 63 -0.076052165 -0.028269266 0.165785543 -0.021574515 -0.1412313668
#> 64 -0.019052686 -0.134715474 -0.010986908 0.048293325 -0.0094638159
#> 65 -0.053177064 -0.023342466 0.107204083 0.155391837 0.0550111622
#> 66 -0.057787128 -0.009976140 0.061503623 0.005504737 0.0667820148
#> 67 -0.096040191 0.018874771 0.011569299 -0.036865833 -0.0801230898
#> 68 -0.095186082 0.128854128 0.036919679 0.104749643 -0.0422427387
#> 69 -0.120956978 0.103164435 0.096694781 0.037516311 0.0845180650
#> 70 0.081588488 0.035315579 0.084602422 -0.008060176 -0.1315155791
#> 71 -0.053511742 0.058151912 -0.049105278 -0.127631610 0.0168443904
#> 72 -0.004263814 -0.029267306 0.071117655 0.030867080 -0.1380933858
#> 73 0.030483416 -0.102350928 -0.008070355 -0.005863343 0.0717689082
#> 74 -0.051722275 -0.035180257 -0.010548624 -0.015091103 0.0904377667
#> 75 -0.001508826 -0.067452097 0.186005803 0.092545661 -0.0431233399
#> 76 0.014894985 -0.022284901 0.094943557 -0.135908543 -0.0553592473
#> 77 0.020603001 -0.004426716 -0.010118060 -0.033735547 -0.0168023366
#> 78 -0.053969502 -0.101284984 0.025144092 -0.032688761 -0.0521474854
#> 79 -0.014513355 -0.000898956 -0.007595397 -0.060804105 -0.0410063087
#> 80 0.054450299 -0.002734172 -0.107777843 0.060348232 -0.0607957543
#> 11 12 13 14 15
#> 1 0.0039179744 -0.0752723516 -0.0800756497 -0.1111193389 1.160238e-01
#> 2 -0.1554209646 -0.1487600810 0.0001885948 -0.0371484196 -2.378783e-02
#> 3 -0.0661727271 -0.0309588070 -0.0003899980 -0.0004247717 4.176834e-02
#> 4 -0.0533025270 -0.0386995457 -0.0827529922 -0.0789826190 -1.323125e-02
#> 5 0.0509187877 -0.0377062385 -0.0185493793 -0.0122323678 -4.231614e-02
#> 6 0.0570497142 0.0365868456 -0.0204660704 0.1136691561 -1.338276e-01
#> 7 0.1370983280 0.0515709035 -0.1620608263 -0.0030245121 -5.375010e-02
#> 8 0.1286995404 -0.0660159220 0.0110705097 -0.0424611804 -1.333022e-02
#> 9 -0.0238152762 -0.1224536234 0.0065461814 -0.0680747849 2.043498e-01
#> 10 -0.1037887432 -0.1521091457 -0.0394984234 -0.1291575317 -6.424311e-02
#> 11 0.6573256812 0.0570727916 0.0034609345 -0.1227551924 -2.192032e-02
#> 12 0.1146027423 0.5997957305 0.0031232981 0.0857247432 -3.430810e-02
#> 13 0.0329942891 -0.0248732981 0.6277923266 -0.1067093795 1.470811e-01
#> 14 -0.0669163913 0.0840335936 -0.0804039329 0.6014868800 -1.614769e-01
#> 15 0.0227491582 -0.0471685754 0.1622172144 -0.1726462215 6.126562e-01
#> 16 -0.0217860615 -0.1313241472 -0.0355256567 0.0063159452 -2.309062e-02
#> 17 -0.0191690561 0.1424719024 0.1120435208 0.0410993748 -1.948185e-02
#> 18 -0.0337257661 0.0141526512 -0.0779579205 -0.0179843575 7.084591e-02
#> 19 -0.0195256011 -0.0399003899 0.0564476922 -0.0419577299 1.059083e-01
#> 20 0.0531868665 0.0347668050 -0.1244288725 0.1950949807 -7.117901e-02
#> 21 -0.0951871022 -0.1091672617 -0.1148404014 -0.0080427905 -5.283308e-02
#> 22 0.0036490344 0.0568498323 0.0667805868 0.0675065260 2.519767e-03
#> 23 -0.0873828609 -0.0397816589 0.0711449022 -0.0302378546 3.159805e-02
#> 24 0.0002165783 -0.0453500674 -0.1553071161 0.1419302773 -1.160990e-01
#> 25 -0.0209046122 0.1907338095 -0.0690917088 0.1524599487 -3.655160e-02
#> 26 0.1093947348 0.1732338702 -0.1150968922 0.0335597291 -1.147487e-01
#> 27 0.0820233218 0.0305990636 0.3158604120 -0.1156868572 1.893896e-02
#> 28 0.0034216771 -0.0471661559 0.0038076587 -0.1417684508 1.097963e-01
#> 29 -0.0554037407 0.0217573717 -0.0430875131 -0.0058741182 -9.259593e-04
#> 30 -0.0218331177 0.0674962062 -0.1247111148 0.0373771672 -1.497990e-01
#> 31 -0.0505758090 -0.0002631462 0.0004914755 0.0136718692 3.568971e-02
#> 32 -0.1051240742 0.0001065066 -0.1000775545 -0.0311711923 -1.213927e-01
#> 33 -0.1114122502 -0.0933852463 0.0812958593 -0.0448258492 4.808923e-02
#> 34 -0.0229524767 0.0410519464 0.0002054553 0.1008355677 -4.225396e-02
#> 35 -0.0153455925 -0.0996892534 0.0175583523 -0.1194376421 -7.771203e-02
#> 36 0.0065875294 0.0937675610 0.0118128035 -0.0042058753 1.177204e-02
#> 37 0.0380004730 -0.0154526034 -0.0925477140 0.0648893998 -7.126367e-02
#> 38 0.0874730971 0.1598375053 -0.0081635504 0.0197495666 -1.529523e-02
#> 39 0.0086524200 0.0457442716 -0.1035619071 0.1026971182 -1.288606e-01
#> 40 -0.0881367637 -0.0357961148 -0.0506783431 0.0533667195 1.739198e-02
#> 41 -0.0660364843 -0.0235814244 -0.0724810361 -0.0306971220 1.835853e-03
#> 42 0.0772194253 -0.0952981339 0.0656710089 -0.1716314959 1.355735e-01
#> 43 -0.0044023085 0.1290318851 -0.0015439765 0.0162176446 -3.151831e-02
#> 44 -0.1036416714 -0.0659248923 -0.0772951016 -0.0291126450 -7.404833e-02
#> 45 0.0593893195 0.0130328811 -0.0318650067 0.0240643089 5.984117e-03
#> 46 0.0878412913 0.0937711227 -0.0542482270 0.0322588041 -1.582937e-01
#> 47 0.0043630556 -0.0638930030 -0.0363154045 -0.0436916214 3.984443e-05
#> 48 0.0069867978 -0.1114769617 -0.0134050011 -0.1548841692 -3.803382e-02
#> 49 0.1336436041 -0.0174429561 0.1261561114 -0.0512459015 -6.216199e-02
#> 50 0.0464920560 -0.0241866265 0.0285810998 -0.1225449708 2.935471e-02
#> 51 -0.0163232910 -0.0366049781 0.1053567976 -0.1407711823 1.691509e-01
#> 52 -0.1065996776 -0.1992075811 0.1208982162 -0.0915507435 4.981500e-02
#> 53 -0.0647476232 -0.1001331140 0.0709835080 -0.1103857715 2.289857e-01
#> 54 -0.0311464880 -0.0304098109 -0.0429983648 0.0177911074 -1.023100e-01
#> 55 -0.1226957365 -0.1459472634 -0.0594309496 0.0290962823 -6.088814e-02
#> 56 -0.0585962435 -0.0194393079 -0.0756917028 -0.1169767963 8.086505e-02
#> 57 -0.0711739329 -0.0424523041 -0.0597636180 -0.0020537038 1.731997e-02
#> 58 -0.0151231833 0.0030525076 -0.0301980285 0.1494574562 -1.191999e-01
#> 59 0.1092106787 0.1298069559 -0.1414119627 0.0340981929 -1.172786e-01
#> 60 0.0359434071 0.2175655205 0.0249753139 0.1151514561 -1.350035e-02
#> 61 0.0640791403 0.0210864514 -0.0259308764 -0.0049867883 -3.308788e-02
#> 62 -0.0250639600 0.0151757271 0.2658016631 -0.0657864083 1.476270e-01
#> 63 0.0060440771 -0.0895984733 -0.0421011895 -0.1078852563 4.821412e-02
#> 64 -0.1008893068 -0.1058852778 0.0857347982 -0.0303830942 -2.106455e-02
#> 65 0.0063699732 -0.1416034769 -0.0061095249 -0.0758658557 7.077679e-02
#> 66 0.0015854525 0.0401180724 -0.0439918773 0.0523532759 -9.545169e-03
#> 67 -0.0451190789 0.1320208526 -0.0222572054 0.0512009086 1.644531e-02
#> 68 0.0430349817 -0.0657444613 -0.0589176603 -0.0010157129 9.362394e-02
#> 69 0.0146409415 -0.0841273642 -0.0165451137 0.0192889661 2.260434e-02
#> 70 -0.0391776564 0.0046160953 -0.0863888848 0.0622274391 9.168202e-03
#> 71 0.0303730745 0.0802534740 -0.0570575700 -0.1056388135 -5.401859e-02
#> 72 0.0218741267 -0.0045804191 -0.0646732943 0.0470166822 -1.621213e-03
#> 73 0.0578513340 -0.0653880970 0.2531595878 -0.0236964858 2.033616e-02
#> 74 -0.0647093586 0.0618199214 0.0027876462 0.0079117483 -2.936194e-02
#> 75 -0.0239766259 -0.1198465178 0.1003894910 0.0489724452 3.086697e-02
#> 76 0.1489662968 0.0318800910 -0.0089864897 -0.0571020320 -9.830901e-02
#> 77 -0.0730235532 0.0370496151 0.0878806475 0.0955759329 4.906172e-03
#> 78 -0.1247293219 0.0388387564 0.0019957566 0.0980368878 -3.485154e-02
#> 79 -0.0349141615 0.0979235813 0.0024472267 0.1934003207 -6.877257e-02
#> 80 -0.1238998042 0.0053933996 -0.0657850472 0.0582807787 -2.637905e-02
#> 16 17 18 19 20
#> 1 0.066771811 -1.194117e-01 0.149871372 -0.0687661350 -9.285192e-03
#> 2 -0.019729843 -3.822010e-02 -0.049342551 -0.0337121480 -8.803125e-02
#> 3 -0.009392598 -8.743623e-02 -0.026965840 0.0461811889 -3.054313e-02
#> 4 -0.061024426 -7.972922e-02 -0.034389466 0.0389790602 -7.121758e-02
#> 5 0.231419126 -8.936407e-02 0.016405224 -0.0092751064 -6.598171e-02
#> 6 0.025808284 5.289975e-03 0.008698744 -0.0805627715 8.616367e-03
#> 7 -0.104571914 -7.945273e-02 -0.052777417 -0.0327783864 1.655765e-01
#> 8 0.025970580 -1.187529e-01 -0.054061635 -0.0415149003 -2.558106e-02
#> 9 0.032875026 6.851677e-05 0.069134969 0.1620019466 6.662690e-02
#> 10 -0.093060511 -1.440476e-01 -0.094579277 -0.1166426799 -1.283942e-01
#> 11 -0.051452103 -6.277178e-02 -0.093069603 -0.0712161480 9.853890e-03
#> 12 -0.103460238 1.563991e-01 0.012338765 -0.0340609860 4.896378e-02
#> 13 -0.035658344 9.797416e-02 -0.107768403 0.0342904999 -1.382285e-01
#> 14 0.032488705 5.333546e-02 -0.021489394 -0.0378094756 2.076008e-01
#> 15 -0.008087186 -1.841510e-02 0.056171543 0.0988872436 -6.984251e-02
#> 16 0.627659639 -2.667319e-02 0.130304964 -0.1339353695 -5.167576e-02
#> 17 -0.012736511 6.137230e-01 0.092193258 0.0115295879 -4.930873e-06
#> 18 0.159982760 1.079344e-01 0.597981844 -0.0649233455 -3.041617e-03
#> 19 -0.111910864 1.961741e-02 -0.072576636 0.6056351343 4.237732e-02
#> 20 -0.038008828 -2.746743e-04 -0.019052478 0.0340197490 6.139927e-01
#> 21 0.123725987 -9.829134e-02 0.077635458 -0.1700768583 -5.463344e-02
#> 22 0.068545130 -8.814237e-03 -0.028745424 -0.0979398088 -3.656548e-02
#> 23 -0.035675860 5.012776e-02 -0.017987428 -0.0035513838 -8.795886e-02
#> 24 0.118458480 -8.853038e-02 -0.024625685 -0.0729375842 1.030888e-01
#> 25 -0.063572088 9.047337e-02 0.073747846 -0.0446985469 6.529741e-02
#> 26 -0.113859574 8.305114e-02 -0.029673762 -0.0491033141 1.004505e-01
#> 27 -0.068617162 9.822918e-02 -0.108095779 -0.0015918133 -1.759781e-01
#> 28 -0.001992597 -6.228253e-02 -0.043463801 -0.0406259659 -1.284869e-01
#> 29 -0.030872488 1.981624e-01 0.044208703 0.0341872587 5.823311e-03
#> 30 -0.060465351 6.310774e-02 0.005254372 -0.1051587437 8.172982e-03
#> 31 0.011522980 -3.028838e-02 -0.048372033 -0.0376906900 -8.443012e-02
#> 32 -0.075656807 -8.436398e-02 -0.105603064 -0.1383125898 -7.913921e-02
#> 33 -0.035976781 4.874819e-02 -0.042835652 0.0308493611 -1.565581e-02
#> 34 -0.061575167 1.142781e-01 -0.015395828 0.1381196109 5.837906e-02
#> 35 0.037436350 -1.203002e-01 -0.108868119 -0.1248694873 -1.147007e-01
#> 36 -0.071901376 5.363883e-02 -0.023230969 0.0881126091 -6.370388e-02
#> 37 0.046210781 -4.399341e-02 -0.015535860 0.0416836335 6.942302e-02
#> 38 -0.045858314 1.027277e-01 0.092284165 -0.0247388150 2.208034e-03
#> 39 0.032084598 1.098348e-01 0.076095646 -0.1238571746 7.546191e-02
#> 40 0.157540840 -8.065461e-02 -0.040556350 -0.0458467863 -1.062531e-02
#> 41 -0.049065113 -3.397727e-02 0.020221498 -0.0176101386 -1.645882e-02
#> 42 0.012512172 -1.196573e-01 0.007591313 -0.0432260500 -1.282252e-01
#> 43 -0.025947888 5.161570e-02 -0.031831210 -0.0546874842 3.765715e-02
#> 44 -0.024922266 -3.521364e-02 -0.031109226 -0.1349689558 -3.172831e-02
#> 45 -0.086444093 1.719648e-01 0.085206001 0.0648484929 2.487506e-01
#> 46 0.073753157 -5.422712e-02 0.014952288 -0.1337224394 -6.334256e-02
#> 47 0.005818471 -3.425754e-02 0.074411244 -0.0369167149 2.357966e-02
#> 48 -0.070381902 -7.042995e-02 -0.021925354 -0.0410525033 -8.650176e-02
#> 49 0.164299435 1.050365e-02 0.015397519 -0.0944763789 -1.235720e-01
#> 50 -0.096007857 -3.904885e-02 -0.018603359 -0.0107374860 -9.511748e-02
#> 51 -0.078522979 9.748657e-04 0.020739817 0.1709770915 -6.176590e-02
#> 52 0.130785472 -5.486455e-02 -0.075245703 -0.0720243278 -1.350125e-01
#> 53 0.005491472 -1.262474e-02 0.066187515 0.0856885636 -5.545616e-02
#> 54 -0.003165010 -1.350284e-02 -0.007583933 -0.0651080101 -4.878650e-02
#> 55 0.104143136 -7.719734e-02 0.044773874 -0.0208362743 -7.398807e-02
#> 56 -0.021942821 -5.369297e-02 0.103425819 -0.0359064332 4.528521e-02
#> 57 0.034691933 3.814784e-02 0.129770781 0.0642914091 6.309200e-02
#> 58 -0.036262952 5.178797e-02 -0.042602986 -0.0435287906 6.870445e-02
#> 59 -0.101934685 -9.848564e-02 -0.012364561 -0.1158642790 1.163742e-01
#> 60 -0.108567146 1.662189e-02 -0.034275139 0.0935554437 -2.877434e-03
#> 61 -0.131704582 2.031129e-02 -0.103206522 0.1804480531 4.493443e-02
#> 62 -0.062609929 5.202300e-02 -0.054049524 0.1059487409 -1.176215e-01
#> 63 0.006696832 -1.601667e-01 -0.155475445 -0.0208186725 -7.093047e-02
#> 64 0.138307411 1.526033e-02 0.030734759 -0.0779276620 -1.136968e-01
#> 65 0.036309875 -2.093460e-02 0.103952452 0.0238505214 -6.570969e-02
#> 66 -0.098058724 -6.180512e-02 -0.088489833 0.0838767020 5.797021e-02
#> 67 -0.042679307 5.478744e-02 0.106958077 -0.0005512637 5.173173e-02
#> 68 0.124776082 -2.082824e-02 0.019813310 0.0050278985 1.498231e-01
#> 69 0.010425384 -3.823662e-02 -0.043531263 0.1737678460 6.917690e-02
#> 70 -0.050810772 -3.740368e-03 0.085118458 -0.0002073314 7.437890e-02
#> 71 -0.096396827 -9.721354e-02 -0.108013836 -0.0906859466 -1.116721e-01
#> 72 -0.029742123 -2.285526e-02 -0.016429657 0.1366864990 6.557169e-02
#> 73 -0.061687810 4.638547e-02 -0.106531520 0.0445499891 -4.628135e-02
#> 74 -0.076170829 -5.578453e-03 -0.014707987 0.0574896927 1.687907e-02
#> 75 0.081245674 -1.174100e-01 -0.047809334 0.0553802420 1.800896e-02
#> 76 0.138198058 -3.530210e-02 -0.035524245 -0.0850523628 -7.468161e-02
#> 77 -0.142643739 -1.669347e-03 -0.139720347 0.1743191934 2.019539e-02
#> 78 0.005800685 4.426457e-03 -0.009972487 0.0773898461 -1.938935e-02
#> 79 -0.103905254 1.067980e-01 -0.094337373 0.1433710253 2.610433e-01
#> 80 0.042935215 5.665848e-02 0.140821699 -0.1038376147 -8.549583e-03
#> 21 22 23 24 25
#> 1 0.090655069 -0.0017921732 -0.102149726 -0.020555754 -0.045615012
#> 2 0.088316399 -0.0497049882 0.045540281 -0.062012595 -0.143414967
#> 3 0.050312753 0.0349015452 0.086568612 0.059376798 0.007191726
#> 4 0.016168729 -0.1410863938 -0.008571808 0.028034378 -0.129339085
#> 5 0.052756887 0.0835176485 -0.079268121 0.064269342 -0.034016984
#> 6 -0.062851343 0.0328770200 -0.085206916 -0.014730668 0.134226927
#> 7 0.050570982 -0.0417871003 -0.072218882 0.043191609 0.103672055
#> 8 -0.113032813 0.0050772916 -0.039358572 0.057945738 -0.027326596
#> 9 -0.014476168 0.0067355076 -0.033826809 -0.048444225 -0.022124212
#> 10 0.147297446 -0.1151435873 0.011953311 -0.086982647 -0.154922106
#> 11 -0.134028935 -0.0328757264 -0.144861635 -0.031725193 -0.068744031
#> 12 -0.090479144 0.0778550223 -0.039730482 -0.019761888 0.200424342
#> 13 -0.124148880 0.0597891806 0.043199483 -0.157715532 -0.087397773
#> 14 0.008954178 0.0868205664 -0.031877827 0.165827308 0.160459332
#> 15 -0.047005434 0.0106644803 0.018788754 -0.103371251 -0.039721545
#> 16 0.114550195 0.0616864106 -0.063488592 0.116182751 -0.081745464
#> 17 -0.093530449 -0.0017362779 0.036251710 -0.076869428 0.086236673
#> 18 0.098137463 -0.0059263478 -0.016122364 0.002776381 0.085252265
#> 19 -0.157228144 -0.0827740226 -0.009339611 -0.053188808 -0.040847418
#> 20 -0.050142296 -0.0297572685 -0.102104661 0.114480038 0.060790971
#> 21 0.618483848 0.0061144744 0.040561245 0.033990951 -0.018488229
#> 22 0.003797402 0.6208009205 -0.013395145 -0.083350194 0.129728730
#> 23 0.059198186 0.0075588685 0.599846907 -0.076482204 -0.019003683
#> 24 0.027090889 -0.0879331842 -0.102019207 0.625383910 -0.059996358
#> 25 -0.009490643 0.1410433879 -0.028643039 -0.044098711 0.609486263
#> 26 -0.067015055 -0.0495047714 -0.043946235 0.023030396 0.049991479
#> 27 -0.141298261 0.0569566385 0.063929942 -0.117657240 -0.080882673
#> 28 -0.087761690 0.0581124131 0.021909772 0.008541935 -0.045685653
#> 29 -0.049253813 -0.0561025655 -0.009294924 -0.049125240 0.002464798
#> 30 0.054180006 -0.0546417820 -0.043644409 -0.001084690 0.004279056
#> 31 0.043013945 0.1596469944 0.054731912 0.044699866 0.017269670
#> 32 0.059580771 -0.0089976406 0.014169875 -0.056176085 -0.051775396
#> 33 0.050844017 -0.0300211179 0.041484758 -0.133849052 -0.018894218
#> 34 -0.156108351 -0.0807796545 -0.030399110 0.056236893 -0.017554022
#> 35 -0.103015293 -0.1113678924 -0.080785293 -0.006118319 -0.168191627
#> 36 -0.084493509 0.0387659723 0.132498208 -0.022729970 0.048309369
#> 37 -0.035408614 -0.0203842445 -0.120310181 0.249417743 -0.019779604
#> 38 -0.012263905 0.0039822411 -0.054518209 0.061330407 0.037366081
#> 39 0.110025533 0.0033537891 -0.026932234 0.004271639 0.119197355
#> 40 0.038902235 0.1721683937 -0.023637219 0.032658066 0.067410324
#> 41 0.031840618 -0.0101008541 0.006105060 -0.057590772 -0.023649829
#> 42 -0.060447533 -0.0395772863 0.063986216 -0.069087556 -0.071532579
#> 43 0.125807487 0.1045804363 -0.017638449 -0.054466588 0.035493193
#> 44 0.061212804 0.0563076597 0.016605484 -0.029239991 -0.008275492
#> 45 -0.103385391 -0.0495658786 -0.054311731 -0.060790700 0.036214317
#> 46 0.007658783 0.0373643147 -0.043238667 0.026142113 0.091728927
#> 47 0.140683734 -0.0576179262 -0.001893375 0.065603672 -0.023548815
#> 48 -0.090918602 -0.0711946321 -0.102185162 -0.076438759 -0.124706323
#> 49 0.012522657 0.0426782606 0.029935098 -0.055887480 -0.065989134
#> 50 -0.025212264 -0.1183145326 0.064526508 -0.123822915 -0.096050740
#> 51 -0.044997801 -0.1042795548 -0.047626969 -0.138997458 -0.096337337
#> 52 0.024006407 0.0565699296 0.108777277 -0.038514407 -0.112519419
#> 53 -0.047925797 0.0184672736 0.034947222 -0.082367284 -0.029155074
#> 54 0.108753507 -0.0638756864 0.060597501 0.002828683 -0.079457825
#> 55 0.182765462 -0.0774496525 0.120927167 0.047365673 -0.101732281
#> 56 0.156058719 -0.1326150615 0.026206203 -0.027770840 -0.066162731
#> 57 0.083599990 -0.0931116710 -0.035090269 0.024986412 -0.015766417
#> 58 0.035747305 -0.0918477824 -0.028992226 -0.004087345 -0.011569911
#> 59 0.020824274 -0.0343493024 -0.132798060 0.085294763 0.061279396
#> 60 -0.026415678 -0.0436822119 0.067795536 -0.033159708 0.189922536
#> 61 -0.108761234 -0.1248118165 0.077402575 0.059848011 -0.035581912
#> 62 -0.026628098 0.0585360881 0.204388931 -0.105543295 -0.059107064
#> 63 -0.125974761 -0.0507644105 -0.045502301 0.039088259 -0.104406341
#> 64 0.018172420 0.1437977205 0.008449606 -0.033349848 -0.088869098
#> 65 0.005773846 -0.0886962492 0.080125818 -0.022945146 -0.122506488
#> 66 -0.055917479 0.0067256203 0.096591863 0.025908266 0.020604481
#> 67 0.003547492 -0.0001869335 0.049618897 0.025430392 0.057456282
#> 68 0.055552749 -0.0219408219 -0.072365205 0.096107893 0.053276015
#> 69 -0.008816670 -0.0220719341 0.017459608 0.036651226 -0.048699529
#> 70 -0.104149980 -0.0102936650 -0.089386968 -0.001617897 0.171546552
#> 71 0.029549811 0.0012195487 -0.069744351 -0.096982384 -0.023661808
#> 72 -0.129906621 -0.0496546329 -0.100990631 0.058774791 0.019122818
#> 73 -0.079966863 0.0223652926 0.106366985 -0.095318194 -0.107057500
#> 74 0.014538701 -0.0415131704 -0.065843490 -0.006131408 -0.022520217
#> 75 -0.055369020 0.0964810623 -0.065695964 -0.004731628 -0.055822154
#> 76 -0.040037873 -0.0476284104 -0.117313155 0.082053491 -0.044746945
#> 77 -0.102670848 0.0068850179 0.097485823 -0.077303264 0.058795985
#> 78 -0.043094358 0.0481676647 -0.029193451 0.070187186 0.057934194
#> 79 -0.119035486 -0.0728553990 -0.002316975 0.057721162 0.007221201
#> 80 0.131211400 0.0917415591 -0.021955537 -0.033463586 0.230546300
#> 26 27 28 29 30
#> 1 -0.048576465 -0.140793907 -0.0230902291 -0.071955957 -0.088776891
#> 2 -0.106671006 -0.092179843 -0.1115547586 0.018834996 -0.042568135
#> 3 -0.029208220 -0.046585363 0.1183664133 0.008000905 -0.081133583
#> 4 0.029249067 -0.062927897 -0.0553292970 -0.074171391 -0.011603118
#> 5 -0.075911330 -0.019512037 0.0221064089 -0.108678161 -0.004838608
#> 6 0.075937310 0.055756064 -0.0459031148 0.061578986 0.032096377
#> 7 0.098060377 -0.109876817 -0.0436909369 -0.064568783 0.081495536
#> 8 -0.070524696 0.008162578 0.0985224589 -0.154033347 -0.120391697
#> 9 -0.048907998 -0.040731125 0.0391646604 0.110305818 -0.098033558
#> 10 -0.065305793 -0.100423452 -0.1426038433 -0.083355396 -0.007689200
#> 11 0.075003814 0.059024934 -0.0123478448 -0.087068910 -0.045370721
#> 12 0.196372900 0.065130627 -0.0054057272 0.047622153 0.101488553
#> 13 -0.119954458 0.322395379 0.0175714913 -0.045219328 -0.118715364
#> 14 0.055007609 -0.082846444 -0.1016991716 0.018299514 0.069678365
#> 15 -0.104470145 0.040610050 0.1386962210 0.012078346 -0.128667161
#> 16 -0.118584453 -0.061949508 0.0119039223 -0.032871616 -0.054336913
#> 17 0.092262937 0.118833516 -0.0344493304 0.210099962 0.083172860
#> 18 -0.004720846 -0.071750329 0.0001105141 0.071887371 0.041060606
#> 19 -0.031803688 0.027100346 -0.0047049410 0.054212637 -0.077005801
#> 20 0.109392588 -0.155643466 -0.1009234235 0.017491118 0.027968355
#> 21 -0.062564143 -0.125454815 -0.0646893788 -0.042077149 0.069484235
#> 22 -0.047370931 0.070483012 0.0788676518 -0.051242974 -0.041654625
#> 23 -0.020858382 0.098410328 0.0636190244 0.016518681 -0.009703239
#> 24 0.020581246 -0.108713857 0.0247141837 -0.048848638 0.007319477
#> 25 0.063439977 -0.056041642 -0.0136157569 0.018639047 0.028580871
#> 26 0.622934760 -0.004341885 0.0038250481 0.169152442 0.142951640
#> 27 -0.015734418 0.634327294 0.1880359919 0.026537115 -0.036021460
#> 28 -0.014796351 0.180807126 0.6415561592 0.026223878 -0.068419220
#> 29 0.166426691 0.035203896 0.0421195255 0.625660512 0.056591489
#> 30 0.132098323 -0.035482244 -0.0606511382 0.048463924 0.633788077
#> 31 -0.046226708 0.065734004 0.1176306466 0.029678652 -0.023809043
#> 32 -0.002152350 -0.127658446 -0.1194998301 -0.106516044 0.121158071
#> 33 -0.035258694 -0.057488167 -0.1063240343 0.156709273 -0.089907822
#> 34 0.037696960 -0.011763057 -0.0397652563 0.001394542 -0.033979153
#> 35 -0.106012144 -0.002255005 0.0038543523 -0.127616737 -0.145693755
#> 36 0.091470267 0.062563238 0.0671010550 0.004414011 0.015164480
#> 37 -0.050917101 -0.015435339 -0.0104616167 -0.004604205 0.005298011
#> 38 0.091419012 0.088047585 0.0500852713 0.187298876 0.066389938
#> 39 0.096030824 -0.053546737 -0.1027737294 0.199643487 0.229333709
#> 40 -0.109807227 -0.077828719 0.0327219254 -0.024395355 -0.077315100
#> 41 -0.023228142 -0.011678723 0.0349803903 0.055975417 0.009484816
#> 42 -0.110357568 0.048175035 0.1492346361 -0.143557748 -0.051769824
#> 43 0.116703537 -0.038527094 -0.0631473074 0.019085759 0.146811258
#> 44 0.062855242 -0.024967816 0.0199272015 0.134493048 -0.043763739
#> 45 0.131010948 -0.034387584 -0.0586173026 0.189002450 0.014173341
#> 46 -0.006641249 0.018859788 -0.0114873192 -0.132088796 0.035636286
#> 47 -0.017782978 -0.072628441 -0.0014728218 -0.029041228 0.019493908
#> 48 -0.045038613 0.015894883 -0.0475833546 -0.073340028 0.026422624
#> 49 -0.075474195 0.168066017 -0.0364146551 -0.051835972 -0.040209476
#> 50 -0.034982216 -0.013607256 -0.0985635042 -0.112950046 -0.007767269
#> 51 -0.046849292 0.001987403 -0.0595197507 -0.025375428 -0.036895962
#> 52 -0.162413154 0.046853488 0.0542986580 -0.058152881 -0.129388598
#> 53 -0.090803155 0.073385403 0.1281649985 0.129940303 -0.086231622
#> 54 0.088725293 0.014035169 -0.0785876114 0.047716117 0.117722334
#> 55 -0.101284992 -0.036663698 -0.0305936827 -0.001715244 -0.025987378
#> 56 -0.016925670 -0.108651305 -0.0438635700 -0.028976162 -0.041002031
#> 57 -0.037031226 -0.145213209 -0.0900506318 0.024195492 0.010276228
#> 58 0.043238331 -0.061321324 -0.1744423088 0.078149873 0.106380361
#> 59 0.149009692 -0.067417124 -0.0285546733 -0.068608174 0.121682990
#> 60 0.035582877 0.028276011 -0.0352863269 -0.011161758 0.080913894
#> 61 0.038011357 0.052943118 0.0605771537 -0.032364789 0.014381821
#> 62 -0.061617223 0.238860988 0.0077123847 -0.059011119 -0.049356540
#> 63 -0.162417831 -0.014870053 0.1167960170 -0.112160088 -0.176743469
#> 64 -0.093217755 0.053940123 0.0596910097 -0.064640495 -0.084047134
#> 65 -0.038043446 0.009702656 0.0157735455 -0.002277797 -0.058849823
#> 66 0.153560179 -0.053593027 0.0230709650 -0.019304894 -0.074381921
#> 67 0.011701390 -0.054011645 0.0632567999 -0.052368784 0.068659486
#> 68 -0.094039781 -0.128055255 -0.0376324077 -0.093913083 -0.021787653
#> 69 -0.046911140 -0.061578558 -0.0238884345 -0.075512921 -0.033779125
#> 70 -0.015445577 -0.074664039 -0.0347994639 -0.052081579 -0.007772480
#> 71 -0.025302128 -0.005780229 -0.0650678244 -0.098353690 0.074176214
#> 72 0.002766676 -0.010885965 0.1187111778 0.085513683 -0.033150133
#> 73 0.014503347 0.206404829 -0.0458150047 -0.025094419 -0.077618384
#> 74 0.036105210 -0.047304443 -0.0727861208 -0.068755766 0.060852858
#> 75 -0.166874584 -0.009246109 -0.0029401830 -0.120887177 -0.111225814
#> 76 -0.053187984 0.033884162 -0.0002079472 -0.138732896 0.024839487
#> 77 0.019952382 0.010478588 -0.0789676937 -0.057203267 -0.046523614
#> 78 -0.083098677 -0.053558426 -0.0157597128 -0.020119302 -0.073372367
#> 79 0.048672820 -0.076088464 -0.0969127670 0.007611146 -0.017564752
#> 80 -0.060477820 -0.088407744 -0.0803221241 0.044379990 -0.010105282
#> 31 32 33 34 35
#> 1 0.007170627 -0.0632166831 -0.023364505 -0.093325958 0.033450099
#> 2 0.030108893 0.0957628802 0.111976224 -0.099262491 -0.096955828
#> 3 0.138431313 -0.0153596297 -0.016005085 -0.065272134 -0.030176167
#> 4 -0.097236690 0.0990621510 -0.031272881 -0.030390979 -0.034330249
#> 5 0.049105320 -0.0305553812 -0.133040767 -0.090036612 0.109788587
#> 6 -0.074374293 -0.0628454627 -0.010113340 -0.064845413 0.072743358
#> 7 -0.058330284 0.0419566077 -0.124277975 -0.088664985 -0.104430748
#> 8 -0.068597968 -0.0544003916 -0.153522462 0.012662002 0.064363384
#> 9 -0.016159486 -0.1171307884 0.134553708 -0.043874440 -0.076882827
#> 10 -0.071311854 0.0960232694 0.021032450 -0.170134628 -0.027723209
#> 11 -0.109537078 -0.1056610681 -0.155083438 -0.072576081 0.001364555
#> 12 -0.001694464 0.0570994634 -0.079526483 0.048958293 -0.025449155
#> 13 -0.028936438 -0.0710811938 0.067158026 -0.019884794 0.063801854
#> 14 0.010549402 0.0241306149 -0.032658236 0.107050765 -0.046888693
#> 15 0.021397913 -0.0772602107 0.049087513 -0.047208095 -0.016332404
#> 16 -0.017772246 -0.0465277588 -0.049981927 -0.081532729 0.083812539
#> 17 -0.045646925 -0.0412982495 0.048679727 0.108257167 -0.059987310
#> 18 -0.047989464 -0.0467962204 -0.027163002 -0.005675595 -0.032814134
#> 19 -0.044961412 -0.0871590368 0.038868721 0.140186554 -0.056468793
#> 20 -0.100058413 -0.0363432224 -0.015994023 0.052088428 -0.054657581
#> 21 0.022894509 0.0978856096 0.046014663 -0.166890122 -0.047463313
#> 22 0.137210487 0.0269901262 -0.037167545 -0.093878498 -0.058132984
#> 23 0.053249418 0.0711116551 0.055292344 -0.022543940 -0.006596371
#> 24 0.017680368 -0.0247713084 -0.145578468 0.038555059 0.042533599
#> 25 0.006147819 -0.0044729711 -0.014725987 -0.019338207 -0.103642061
#> 26 -0.070797055 0.0317015772 -0.044538960 0.022464277 -0.054911076
#> 27 0.029771124 -0.1051970523 -0.078160966 -0.038388274 0.037453530
#> 28 0.074438900 -0.1042673020 -0.134225700 -0.073619338 0.036334022
#> 29 0.002382552 -0.0753878690 0.144703254 -0.016563893 -0.079241421
#> 30 -0.059232708 0.1441586812 -0.110041406 -0.060065153 -0.105446004
#> 31 0.598364413 0.0123037577 -0.016537768 -0.042066178 0.022481133
#> 32 -0.046120517 0.6567886873 -0.020085677 -0.122492002 -0.071591638
#> 33 -0.031827849 0.0230485170 0.613654494 -0.008632662 -0.013068830
#> 34 -0.051403842 -0.0734053918 -0.002680245 0.607702077 0.044207876
#> 35 -0.053190283 -0.0888387798 -0.073450165 -0.022125875 0.674035829
#> 36 0.084839623 0.0618465838 -0.002304081 0.202863234 0.018038790
#> 37 0.043541148 -0.1066800269 -0.119449930 -0.061656287 -0.040201012
#> 38 0.024332749 -0.0608751795 0.014124691 0.004098813 -0.008270504
#> 39 -0.016746795 0.0107710625 0.048695363 -0.067412083 -0.096286107
#> 40 0.081066418 0.0307609009 0.077677067 -0.097219100 -0.001027668
#> 41 -0.014124895 0.0323637657 0.020815165 -0.112760536 -0.102033316
#> 42 -0.048489802 -0.0297741336 -0.118629320 -0.075886829 0.086827711
#> 43 0.001045228 0.2636120052 0.074402879 -0.071095324 -0.036428079
#> 44 0.110912419 -0.0038928002 0.144290249 -0.150915808 0.006593144
#> 45 -0.112737828 -0.1312268474 0.029471962 0.077881679 -0.127036759
#> 46 -0.067054263 0.0016813782 -0.135152599 -0.089001412 0.064447533
#> 47 -0.037096930 -0.0284672761 -0.048983229 -0.063374763 -0.011442002
#> 48 -0.073755666 -0.0418013177 -0.086273318 -0.100758499 -0.083927295
#> 49 0.024989277 -0.0840469258 -0.057433346 -0.108107042 0.132953051
#> 50 -0.114289515 0.0078307853 -0.018804181 0.077038056 -0.002164946
#> 51 -0.105985912 0.0075552345 0.135556267 0.021932457 -0.001902564
#> 52 0.114031011 -0.0511954028 0.058617383 -0.106111822 0.033346297
#> 53 0.063973386 -0.1001922820 0.138981690 -0.012431415 0.008509610
#> 54 -0.011453889 0.0907534867 0.005090909 -0.029986950 0.014024263
#> 55 0.078953773 -0.0534491564 0.031327995 -0.002490658 0.005599214
#> 56 -0.077229639 0.0398835777 0.095513122 -0.059037078 0.073108423
#> 57 -0.061947785 0.1004648286 0.175388516 0.129741428 0.018836418
#> 58 -0.054733533 0.0573976819 0.114116271 0.089108142 -0.023546833
#> 59 -0.055082759 0.0152262071 -0.151105255 -0.089882555 -0.049592864
#> 60 -0.013715038 0.0574310175 -0.026093950 0.078820129 0.002136601
#> 61 -0.090426050 -0.0634883092 -0.113613294 0.116903092 0.003954114
#> 62 0.078185951 0.0505665556 0.068176468 0.042390966 0.013541631
#> 63 0.067359998 -0.1224783391 -0.125877929 -0.055238862 0.114296587
#> 64 0.114753641 -0.0559740581 -0.025149381 -0.042983166 0.044954989
#> 65 -0.016509717 -0.0811888731 0.003522696 0.073259426 -0.001977875
#> 66 0.011659034 0.0290613012 0.013373539 0.106964339 -0.038289175
#> 67 -0.096826340 0.0590020203 -0.101035207 0.014990533 -0.079958040
#> 68 -0.036989447 -0.0516760530 -0.076998585 0.010513049 -0.018501715
#> 69 0.019418905 0.0005534001 -0.065236375 0.073282562 -0.014374160
#> 70 -0.003160333 -0.0085709796 -0.013498935 0.099479268 -0.043022922
#> 71 0.063722205 0.0933030572 -0.031410484 -0.140422562 -0.046296683
#> 72 -0.054550297 -0.1427315312 -0.067853759 0.208401216 -0.015215732
#> 73 0.011280333 -0.0734578376 0.069232620 0.060764044 0.050390014
#> 74 -0.059535499 0.0390220380 0.018131970 0.040448450 -0.063557003
#> 75 0.042504022 -0.0547166136 -0.007553293 0.008671420 0.019911217
#> 76 -0.011556346 -0.0705646414 -0.166183228 -0.038793522 0.162107166
#> 77 0.003393807 0.1173056533 0.121872898 0.159649528 -0.015368075
#> 78 0.050216062 0.0313260857 0.068048817 0.164045310 0.007645421
#> 79 -0.074893921 0.0566077202 0.068909365 0.265282356 0.039231868
#> 80 0.114989421 0.0160746108 0.161477670 -0.029598769 -0.083212303
#> 36 37 38 39 40
#> 1 -0.041164651 -0.0404309151 -0.053812785 -0.038787850 0.0184112983
#> 2 -0.072470763 -0.1046247663 -0.109604978 -0.033973253 -0.0229398602
#> 3 0.031069104 0.0463826969 -0.046631871 -0.081388279 0.1036053973
#> 4 -0.055974676 -0.0425573884 -0.071162704 -0.121519216 -0.0367015216
#> 5 -0.008956593 0.1349695961 -0.096562854 -0.064200521 0.0760989551
#> 6 -0.086859152 -0.0010793830 0.090544602 0.140489102 -0.0122396722
#> 7 -0.077198806 -0.0038549133 -0.051678459 0.069891439 -0.0524596289
#> 8 -0.004147687 0.0007035701 -0.097586171 -0.165178526 -0.0062487479
#> 9 -0.074730431 -0.0052880659 -0.016865783 0.040175388 0.0864305761
#> 10 -0.034163689 -0.0974139575 -0.119907793 -0.054735495 -0.1218360826
#> 11 -0.066137232 0.0011412168 0.044630170 -0.029659933 -0.1330904652
#> 12 0.078572750 0.0052180912 0.174524529 0.064961869 -0.0232198656
#> 13 -0.031378603 -0.0998736156 -0.021473123 -0.112340906 -0.0660986901
#> 14 -0.021091836 0.0838689448 0.032745441 0.120223566 0.0642518192
#> 15 -0.016283249 -0.0634534519 -0.013468683 -0.122503478 0.0171077557
#> 16 -0.114960096 0.0390175667 -0.059035200 0.023438287 0.1422531804
#> 17 0.024516786 -0.0372499446 0.103487526 0.115125209 -0.0820055890
#> 18 -0.036611893 0.0069487212 0.108785076 0.097127130 -0.0261662141
#> 19 0.067078395 0.0565149242 -0.015891195 -0.110478981 -0.0391099409
#> 20 -0.093095664 0.0758967392 0.002698083 0.080482535 -0.0122460339
#> 21 -0.118376438 -0.0334260368 -0.016265000 0.110555013 0.0327903665
#> 22 0.002565972 -0.0207187400 -0.002335925 0.001566197 0.1637394529
#> 23 0.117252221 -0.0996906628 -0.039882363 -0.007765813 -0.0111121469
#> 24 -0.063512960 0.2445002579 0.050429251 -0.002098943 0.0196461354
#> 25 0.023424026 -0.0087994418 0.042362573 0.128724420 0.0702960411
#> 26 0.053136427 -0.0533854364 0.082967006 0.092109392 -0.1203700079
#> 27 0.012836864 -0.0292962071 0.068203045 -0.068860702 -0.0997840329
#> 28 0.010145816 -0.0315513510 0.023011866 -0.125316560 0.0035377459
#> 29 -0.036645582 -0.0097982916 0.176121118 0.192996303 -0.0376838873
#> 30 -0.034022678 -0.0080236410 0.047084615 0.214558960 -0.0987311979
#> 31 0.071076131 0.0656431607 0.040451091 0.003902120 0.0950739851
#> 32 -0.010341184 -0.1430022892 -0.103181113 -0.027004297 -0.0136558067
#> 33 -0.031357655 -0.1126379990 0.014952951 0.054054197 0.0763945526
#> 34 0.179762076 -0.0488919387 0.010879490 -0.056100832 -0.0925491977
#> 35 -0.071396119 -0.0937704154 -0.067823579 -0.151308608 -0.0626915172
#> 36 0.584600920 -0.0693546311 -0.043630733 -0.049863376 -0.0561135618
#> 37 -0.105220136 0.6204664250 0.122913825 0.001310301 0.0903184325
#> 38 -0.073512567 0.1288974959 0.614482754 0.111736991 -0.0077048045
#> 39 -0.084275784 0.0027633979 0.107206416 0.619013328 -0.0114310951
#> 40 -0.083884622 0.0984128778 -0.005594030 -0.004789747 0.6123719797
#> 41 -0.109119074 -0.0219818306 0.063266677 -0.010332661 0.0577472877
#> 42 -0.037799193 -0.0705909876 -0.079676512 -0.128900209 -0.0147429208
#> 43 -0.018328367 -0.0262461753 0.085676779 0.003390345 0.0032064207
#> 44 -0.076786863 -0.0166890851 0.034964286 0.124517971 0.1391626826
#> 45 -0.078228227 -0.0151948466 0.062418142 0.155943873 -0.0994179757
#> 46 -0.010027289 0.0917802021 0.004471870 0.006687189 0.0323451506
#> 47 -0.037448916 -0.0017470092 -0.026808561 0.080010752 -0.0756174980
#> 48 -0.127370693 -0.0249292982 -0.036888715 -0.063393792 -0.1085671764
#> 49 -0.064060239 0.0382681493 0.020974451 0.089261789 0.0116182281
#> 50 0.165674118 -0.1589006877 -0.129843097 -0.056838741 -0.1331891014
#> 51 0.038446741 -0.0876910849 -0.067997227 -0.124451679 -0.0877144747
#> 52 -0.083524231 -0.0302806469 -0.115407070 -0.076265600 0.0855566242
#> 53 -0.044576549 -0.0176123971 0.068188351 0.023424334 0.1441700797
#> 54 -0.008242590 0.0431710656 -0.023604811 0.022651139 -0.0776973028
#> 55 -0.038559100 0.0620203679 -0.055488180 0.012037292 0.0463454688
#> 56 -0.068921300 -0.0736979978 -0.006022977 -0.041047348 -0.0579064302
#> 57 0.031040481 -0.0610959400 0.011491969 0.012413554 -0.0437334831
#> 58 -0.045673879 -0.0132169810 -0.022231750 0.215361894 -0.0750865883
#> 59 -0.055737477 0.0964440792 0.071508188 0.026927536 -0.0774902671
#> 60 0.095405071 -0.0336176813 0.060965725 0.009194136 -0.0609464027
#> 61 0.045592094 0.0571278241 0.007103718 -0.114986205 -0.1078128764
#> 62 0.144043499 -0.0687444842 -0.052206300 -0.080489127 -0.0324469484
#> 63 -0.076380742 0.0267486965 -0.117548796 -0.155562991 0.0956748578
#> 64 0.025572822 -0.0646285714 -0.114261577 -0.082318667 0.0003098291
#> 65 0.012520011 -0.0630193358 -0.060880493 -0.056855605 -0.0691442380
#> 66 0.303191344 -0.0707619467 -0.072070833 -0.074570069 -0.0483794051
#> 67 0.014945633 -0.0343163644 0.029971189 -0.077769685 -0.0543393379
#> 68 -0.043962925 0.0447064108 -0.103774648 0.021428990 0.0204118642
#> 69 0.106111307 0.0688174226 -0.145819571 -0.094974873 -0.0419583473
#> 70 -0.047795075 0.0220033850 -0.006173261 -0.037881188 0.0609673864
#> 71 -0.014126584 0.0050369449 -0.010834127 -0.047312889 0.0715369133
#> 72 0.068873555 0.0643115177 0.058724745 -0.017926861 0.0104631328
#> 73 0.038895234 -0.0743037805 -0.034053009 -0.075449604 -0.1330948101
#> 74 0.045559397 0.0098244152 -0.029641530 -0.088056055 -0.0560166982
#> 75 -0.070946545 0.0428878127 -0.074603696 -0.111441414 0.1077359252
#> 76 -0.021767480 0.1189150214 -0.048255709 -0.039966911 -0.0269655908
#> 77 0.122278707 -0.1085720228 -0.067161989 -0.102425870 -0.0118565763
#> 78 0.178714900 0.0316215422 0.005165598 -0.071590386 0.1160920478
#> 79 0.079928812 0.0053554484 -0.010102335 -0.049813144 -0.0590639684
#> 80 -0.045677127 -0.0443733492 0.020377998 0.222804342 0.1237064134
#> 41 42 43 44 45
#> 1 -0.1058976017 0.072836954 -0.041336651 -0.001444809 -0.0752394018
#> 2 0.0546484442 -0.118552940 -0.045904161 0.071946959 -0.0407055419
#> 3 -0.0320585345 0.044791749 -0.034491958 0.035688193 -0.0444762717
#> 4 0.1441159351 -0.012769325 0.010129888 -0.051634419 -0.0521016393
#> 5 -0.0818938071 0.102913141 -0.003356596 -0.067522922 -0.1362848418
#> 6 0.0194815664 -0.052863318 -0.043591363 0.087434013 0.0222767868
#> 7 0.0259108398 -0.022215783 -0.005848642 -0.050712540 0.0398511491
#> 8 -0.0451372562 0.198518339 -0.098453592 -0.116706978 -0.0466829214
#> 9 0.0559379047 -0.024284372 -0.117001862 0.100656582 0.1975190692
#> 10 -0.0934329338 -0.030181915 0.005777680 0.006162412 -0.1482652987
#> 11 -0.0979399171 0.054698889 -0.049955614 -0.129937613 0.0192298986
#> 12 0.0020450937 -0.060288720 0.141008531 -0.034690883 0.0304034109
#> 13 -0.0748511142 0.072683827 -0.017563927 -0.074057688 -0.0424910730
#> 14 -0.0067617536 -0.138313231 0.026503140 0.000430215 0.0397436891
#> 15 0.0146018949 0.157722435 -0.032402142 -0.055674800 0.0104941707
#> 16 -0.0513025035 0.019657678 -0.041835152 -0.021552165 -0.0969374721
#> 17 -0.0222779784 -0.098575096 0.049665116 -0.017906862 0.1754081341
#> 18 0.0476619027 0.044414614 -0.018040678 0.001938670 0.1043904174
#> 19 0.0021769756 -0.014056039 -0.048550243 -0.109574350 0.0763796189
#> 20 -0.0050292744 -0.107412766 0.035436819 -0.014691272 0.2519241284
#> 21 0.0387790183 -0.044126237 0.119096015 0.073758696 -0.1047029787
#> 22 -0.0054795260 -0.025573062 0.095551892 0.066536479 -0.0532005388
#> 23 0.0316804012 0.098944453 -0.005712980 0.047788317 -0.0369923783
#> 24 -0.0575524333 -0.059666322 -0.068078122 -0.023594161 -0.0690083496
#> 25 -0.0077138430 -0.046213697 0.037779306 0.013267985 0.0438943145
#> 26 -0.0207406544 -0.098487183 0.105541152 0.070950222 0.1252424477
#> 27 -0.0205837682 0.048652886 -0.061082011 -0.028265370 -0.0515486173
#> 28 0.0188464796 0.142483622 -0.092931091 0.009400782 -0.0830072016
#> 29 0.0557371534 -0.134413115 0.005197623 0.139862276 0.1805081981
#> 30 0.0011189870 -0.050752757 0.124795556 -0.046522077 -0.0024484758
#> 31 0.0129329411 -0.012049070 0.014453191 0.143577746 -0.0939359804
#> 32 0.0009973268 -0.051757676 0.218595694 -0.029651747 -0.1708492744
#> 33 0.0325829196 -0.097478669 0.072520761 0.161665496 0.0329837282
#> 34 -0.0950403647 -0.048783762 -0.067025026 -0.127588145 0.0873458620
#> 35 -0.1506468967 0.047597027 -0.098691532 -0.036412945 -0.1839063278
#> 36 -0.0682977452 0.012405032 0.008843089 -0.030358042 -0.0456628861
#> 37 -0.0170260071 -0.056252268 -0.034940224 -0.006125770 -0.0184950114
#> 38 0.0742061719 -0.059354121 0.082966400 0.051511272 0.0651016485
#> 39 -0.0039237411 -0.113108392 -0.003850607 0.136534383 0.1540968047
#> 40 0.0707975564 0.007690244 0.002606817 0.157820443 -0.0946236952
#> 41 0.6254222485 -0.065618610 0.069380275 0.131409085 0.0463063483
#> 42 -0.0750015063 0.634805145 -0.090870285 -0.119003046 -0.1198285910
#> 43 0.0830301475 -0.067837516 0.611772376 -0.001335008 -0.0567956272
#> 44 0.1258015935 -0.115227641 -0.020592372 0.631029740 0.0141829202
#> 45 0.0545623365 -0.102189706 -0.062189512 0.028046400 0.6171662603
#> 46 -0.0495002042 0.056534030 -0.004282056 -0.036953842 -0.1089356534
#> 47 0.0087583481 -0.036775353 -0.048794788 0.037947311 0.0814996386
#> 48 0.0673859724 0.009987492 -0.083659980 -0.021999228 0.0431169070
#> 49 -0.0965054256 0.095737225 -0.085003842 0.003976445 -0.0830284836
#> 50 -0.0936516312 0.081635238 -0.096229408 -0.119286047 -0.0265415709
#> 51 0.0642425022 0.015030106 0.052534774 -0.091161506 -0.0161285115
#> 52 -0.0797007270 0.058619565 -0.132090068 0.087325823 -0.0919865674
#> 53 0.0803731478 0.071501901 -0.120585432 0.152591124 0.0776460999
#> 54 0.0753131830 -0.024817876 0.131071996 0.037417416 -0.0264500288
#> 55 0.0522017687 -0.005972847 -0.090852942 0.065007208 -0.0180112512
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#> 57 -0.0532465500 -0.012141093 0.088690657 -0.082695819 -0.0397026357
#> 58 -0.0126742767 -0.104794296 0.003418046 0.012712296 0.0892682345
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#> 60 -0.0285577003 0.044831925 0.061904462 -0.118936841 -0.0575833256
#> 61 -0.0208161328 0.035556032 -0.067483282 -0.131651998 -0.0084332675
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#> 63 -0.0544450920 0.061105773 -0.167963898 -0.070860810 -0.1100426763
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#> 70 0.0314272830 0.040274204 -0.071026485 -0.021688010 0.0518492045
#> 71 0.0831694660 -0.042130081 0.120491228 0.027991011 -0.1285217753
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#> 79 -0.0342868089 -0.115170285 0.044292736 -0.067897522 0.0739051786
#> 80 0.0715601604 -0.103236530 0.003882907 0.191596138 0.0520320633
#> 46 47 48 49 50
#> 1 -0.069390936 0.067620616 -0.0844806335 0.0500758323 0.024638071
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#> 10 -0.084376173 0.024343072 -0.0092002177 -0.0118833287 0.059014020
#> 11 0.048989850 -0.046962084 -0.0030425895 0.0933159978 0.009141584
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#> 13 -0.063566314 -0.058107190 0.0060989663 0.1153618596 0.020763982
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#> 15 -0.152475636 -0.006615821 -0.0033937339 -0.0578201209 0.036673713
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#> 17 -0.049475844 -0.041979962 -0.0368566192 0.0137787595 -0.032796605
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#> 19 -0.120883334 -0.036551308 0.0006086564 -0.0831134383 0.003602589
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#> 23 -0.024611335 0.004260259 -0.0547357749 0.0470862654 0.084654809
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#> 26 -0.011101770 -0.034717197 -0.0206770800 -0.0814108808 -0.037941767
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#> 28 -0.034569239 -0.037028440 -0.0418432199 -0.0609727394 -0.120144455
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#> 31 -0.046944436 -0.029460801 -0.0248237847 0.0436229392 -0.092678719
#> 32 -0.036633069 -0.079255422 -0.0512937111 -0.1238375382 -0.028982693
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#> 34 -0.078229249 -0.065076298 -0.0611642824 -0.0988110446 0.089311187
#> 35 0.008885944 -0.079477290 -0.1106668293 0.0759152969 -0.056225566
#> 36 0.023846030 -0.016049295 -0.0646753191 -0.0316630843 0.201048407
#> 37 0.089788017 -0.016212893 0.0019005707 0.0347997992 -0.159391904
#> 38 0.008463356 -0.035290774 -0.0040751752 0.0234897724 -0.124350642
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#> 48 -0.031693277 0.005050945 0.6472962940 -0.0314311816 -0.037236622
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#> 50 -0.023054143 0.033662750 -0.0099155373 0.0219495978 0.619975209
#> 51 -0.085416196 -0.038027385 0.0835840040 -0.0660942523 0.189990476
#> 52 -0.082466002 0.019300812 0.0526606024 0.0577497711 -0.079856370
#> 53 -0.123738390 0.001291802 0.0546356597 0.0415681040 -0.011654393
#> 54 0.050336527 0.016885779 0.0737426193 0.0062465430 0.012870760
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#> 56 -0.042543676 0.009263803 -0.0617476213 -0.0433006498 0.066840744
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#> 58 -0.024010339 -0.010286613 0.0271988334 0.0130796656 0.084570311
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#> 61 -0.030803308 -0.011795451 -0.0515858365 -0.0884849914 0.052900539
#> 62 -0.066166081 -0.015883164 0.0204889468 0.0816664775 0.188015810
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#> 64 -0.021979936 0.104045757 0.0869865285 0.0596190438 -0.016513851
#> 65 -0.086534314 0.040712668 0.1407508562 0.0302571264 0.187437095
#> 66 -0.025822563 0.003621987 -0.0834207333 -0.0947011832 0.083323868
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#> 72 -0.012986574 0.017911555 -0.0865424310 -0.0986925304 -0.025472208
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#> 77 -0.085820512 -0.089912985 0.0040320181 -0.1134824736 0.070343751
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#> 79 -0.049487390 -0.023970479 -0.0639254033 -0.1259096278 -0.003372470
#> 80 -0.025584435 0.028107694 -0.0110460306 -0.0235444606 -0.070579243
#> 51 52 53 54 55
#> 1 1.688345e-02 -0.0549513243 0.0872825144 -0.123684835 -0.062100680
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#> 3 -3.566144e-02 0.1185451573 0.0049373827 0.007046439 0.104392052
#> 4 1.738973e-01 -0.0605692182 -0.0800431437 0.075968464 0.046806872
#> 5 -3.297167e-02 0.0299515361 -0.0815775269 0.029023626 0.049094867
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#> 10 2.861930e-02 -0.0034898413 -0.0829380316 0.189542422 0.026090466
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#> 12 -3.267907e-02 -0.1729110569 -0.0983815401 -0.031883442 -0.151960080
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#> 14 -1.385364e-01 -0.0669453689 -0.1103253473 0.014626327 0.021392316
#> 15 1.602163e-01 0.0632510447 0.2178768000 -0.116644070 -0.079761431
#> 16 -1.024610e-01 0.1292180873 -0.0206208633 -0.032502550 0.070266411
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#> 21 -5.976001e-02 0.0316148139 -0.0648623411 0.088591758 0.158064528
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#> 23 -4.375224e-02 0.1350226249 0.0366476187 0.059072693 0.114863174
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#> 26 -6.606242e-02 -0.1592556599 -0.1121906109 0.064112632 -0.130436839
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#> 28 -9.735427e-02 0.0388347535 0.0881561435 -0.121821671 -0.078366928
#> 29 -4.731430e-02 -0.0577211381 0.1058270952 0.020377705 -0.033592843
#> 30 -6.696240e-02 -0.1370844205 -0.1184723947 0.082256356 -0.065992542
#> 31 -1.006287e-01 0.1417588526 0.0671562778 -0.011496202 0.074372275
#> 32 -4.551182e-02 -0.0818918354 -0.1554336650 0.032286899 -0.116454930
#> 33 1.256234e-01 0.0710551440 0.1268745002 -0.010241485 0.011456415
#> 34 1.795202e-02 -0.0877216444 -0.0185861880 -0.039366927 -0.016409821
#> 35 -7.221676e-02 -0.0145972766 -0.0639789148 -0.061689466 -0.074653701
#> 36 5.756746e-02 -0.0420328958 -0.0276301641 0.005478590 -0.029377106
#> 37 -1.044359e-01 -0.0246548172 -0.0365315178 0.021026740 0.035336857
#> 38 -7.875834e-02 -0.1037975689 0.0552529015 -0.039765465 -0.076188020
#> 39 -1.397434e-01 -0.0691866735 0.0059583102 0.001959910 -0.013193122
#> 40 -9.636482e-02 0.0992768992 0.1333454043 -0.091747183 0.027756403
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#> 42 -1.605340e-02 0.0499066751 0.0382440605 -0.061300922 -0.046995078
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#> 44 -1.184696e-01 0.0823883377 0.1231086880 0.004709776 0.027760382
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#> 46 -1.001688e-01 -0.0748479871 -0.1406653257 0.030184387 0.006890563
#> 47 -4.030629e-02 0.0393925259 -0.0031614352 0.009207337 0.057054876
#> 48 4.000935e-02 0.0314565632 0.0088866701 0.024768425 -0.022282578
#> 49 -7.937069e-02 0.0668439509 0.0261173334 -0.012429432 0.046277470
#> 50 1.737369e-01 -0.0737393238 -0.0300822977 -0.008782350 0.035601817
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#> 52 -1.062638e-01 0.6260922547 0.1061068197 -0.026402008 0.128564312
#> 53 1.676575e-02 0.1306517701 0.6015473043 -0.106090886 0.050520577
#> 54 2.566146e-02 0.0013681471 -0.1028656808 0.598322099 0.186433518
#> 55 -2.589083e-02 0.1608736530 0.0582849672 0.190972704 0.593782914
#> 56 1.650385e-01 -0.0864672499 -0.0120956855 -0.026532489 -0.003520167
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#> 58 -2.769883e-05 -0.0361496623 -0.0668377499 0.260004476 0.120878982
#> 59 -6.219026e-02 -0.2097700770 -0.1230354998 0.041141453 -0.096603635
#> 60 2.819580e-02 -0.1332073838 -0.0860571050 -0.009132341 -0.042307058
#> 61 1.963192e-03 -0.0740201955 -0.0698265899 0.032363082 -0.034037575
#> 62 1.448573e-01 0.1382779322 0.0840753035 0.052243960 0.021986182
#> 63 -1.146993e-01 0.0881519550 0.0198870932 -0.122596232 0.005201559
#> 64 -9.388430e-03 0.2436806380 0.0165525427 -0.032936118 0.069519875
#> 65 1.152276e-01 0.1302855364 0.1017510805 0.084822115 0.212267760
#> 66 -6.847173e-03 -0.0336805223 -0.0763935917 0.014852108 -0.019945881
#> 67 1.922077e-02 -0.0966505853 -0.0828476938 -0.094069522 -0.089615174
#> 68 -3.145889e-02 -0.0034049261 -0.0247187212 -0.101925677 -0.024868706
#> 69 1.188906e-01 0.0112926487 -0.0498982146 0.073454567 0.080863702
#> 70 2.941422e-03 -0.0219168351 0.0334620111 -0.057332425 -0.046721910
#> 71 5.963697e-02 -0.1044223825 -0.0655505074 0.006406103 -0.058924045
#> 72 -5.465598e-02 -0.1165919448 0.0754139256 -0.077250241 0.019462671
#> 73 4.587248e-02 0.1410592739 -0.0352553522 0.056504734 -0.010268689
#> 74 1.894665e-01 -0.0448337654 -0.0948928440 0.085528697 0.023853801
#> 75 1.065245e-02 0.1796710445 0.1037353999 -0.068462198 0.069138691
#> 76 -7.942174e-02 -0.0312818572 -0.1269313071 -0.021457141 -0.004654738
#> 77 9.567297e-02 -0.0008901407 -0.0359924604 -0.023721815 -0.056518322
#> 78 3.235487e-03 0.0014934338 0.0016043616 -0.088799408 0.025435812
#> 79 4.832600e-02 -0.0755248495 -0.0996816708 0.006290087 -0.064336847
#> 80 -7.529725e-02 0.0371010753 0.0978445208 -0.067273821 0.033207066
#> 56 57 58 59 60
#> 1 0.1508744426 0.1182290018 -0.125255519 0.0112603014 -0.0998402652
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#> 4 0.1057466083 -0.0151876293 -0.012352169 -0.0075846015 -0.0355782179
#> 5 -0.0444954013 -0.0374987183 -0.073239517 0.0215174665 -0.0262045389
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#> 7 0.0462646355 -0.0249182406 0.010025836 0.2200984355 0.0672544345
#> 8 -0.0993958221 -0.1249162078 -0.099948223 0.0294192524 -0.0553420844
#> 9 0.0066342646 0.0154752671 -0.058729219 -0.1187212644 -0.1187992336
#> 10 0.0246497910 -0.0402275044 0.069665372 -0.0174213383 -0.0954393585
#> 11 -0.0980966560 -0.1216121342 -0.069961189 0.0838251844 -0.0252994929
#> 12 -0.0014097697 -0.0353605547 0.005744452 0.1619514123 0.2138525712
#> 13 -0.0856587607 -0.0806684648 -0.055502680 -0.1372641024 -0.0067342316
#> 14 -0.1006384076 0.0033468960 0.150458251 0.0645514998 0.1097473572
#> 15 0.0860341074 0.0115512465 -0.129368389 -0.0979946623 -0.0300737757
#> 16 -0.0317771917 0.0139197729 -0.061434916 -0.0976541371 -0.1401440039
#> 17 -0.0495906608 0.0313123628 0.040552687 -0.0802684181 -0.0010182853
#> 18 0.1232692434 0.1386764171 -0.038097154 0.0215937824 -0.0361742022
#> 19 -0.0237162988 0.0655437547 -0.046676250 -0.0895592263 0.0840030906
#> 20 0.0491177768 0.0559867707 0.057199423 0.1343217132 -0.0207873577
#> 21 0.1554001392 0.0720036215 0.019751132 0.0342806125 -0.0488167455
#> 22 -0.1355907132 -0.1070251116 -0.110161028 -0.0232100359 -0.0684003512
#> 23 0.0441845640 -0.0280496968 -0.026351458 -0.1007047802 0.0640314099
#> 24 -0.0353294817 0.0064899821 -0.026983580 0.0918510396 -0.0624608372
#> 25 -0.0578237253 -0.0183652000 -0.018568499 0.0837333204 0.1765190541
#> 26 -0.0220351615 -0.0530785066 0.022791245 0.1580151182 0.0087308977
#> 27 -0.1251533294 -0.1726530229 -0.093160943 -0.0698042303 -0.0099685017
#> 28 -0.0675944605 -0.1247193112 -0.213510793 -0.0381706456 -0.0807597049
#> 29 -0.0368114051 0.0054224602 0.054977037 -0.0623284992 -0.0407394891
#> 30 -0.0569648397 -0.0166243699 0.075079958 0.1198350994 0.0432085974
#> 31 -0.0577687832 -0.0534247180 -0.050610270 -0.0215069845 -0.0159966693
#> 32 0.0009201591 0.0505636212 0.003096670 -0.0096222933 -0.0032748886
#> 33 0.0996838967 0.1686215020 0.102949452 -0.1328195615 -0.0436656624
#> 34 -0.0489138867 0.1289268308 0.083893740 -0.0656444456 0.0672008331
#> 35 0.0168978632 -0.0483119313 -0.095094987 -0.0916885055 -0.0758164469
#> 36 -0.0356969508 0.0533270407 -0.027787123 -0.0083982097 0.1068869325
#> 37 -0.0763391541 -0.0746748851 -0.031195731 0.1079178411 -0.0580013252
#> 38 -0.0026804620 0.0038966947 -0.034226829 0.0889656210 0.0425657526
#> 39 -0.0422354074 0.0002877053 0.198836241 0.0398543950 -0.0137364115
#> 40 -0.0524531412 -0.0492179829 -0.084970893 -0.0579220598 -0.0772356012
#> 41 -0.0052998706 -0.0717813186 -0.035608850 0.0982747595 -0.0578971676
#> 42 0.0281553778 -0.0400587582 -0.137111766 -0.0500043662 0.0061095611
#> 43 0.0729080164 0.0838057612 -0.005866655 0.1344468661 0.0462148671
#> 44 -0.0480363924 -0.1068380790 -0.015829769 -0.0004493556 -0.1538838002
#> 45 -0.0539485213 -0.0499814161 0.074589649 0.0123384987 -0.0786668047
#> 46 -0.0431926475 -0.1033184324 -0.039996903 0.1564803064 0.0581476308
#> 47 0.0210885307 -0.0082732914 -0.013799479 0.0220251848 -0.0835154379
#> 48 -0.0912186465 -0.1437020563 -0.017609785 -0.0418110687 -0.1499923618
#> 49 -0.0424734559 -0.1006004488 -0.001430734 -0.0469467052 -0.0263706842
#> 50 0.0646908041 0.0376459745 0.067082777 -0.0509647368 0.0675737418
#> 51 0.1791421360 0.1436359555 -0.001261660 -0.0339717108 0.0205569437
#> 52 -0.0947342359 -0.0907775949 -0.059754242 -0.2039221448 -0.1632168573
#> 53 0.0041822789 -0.0255676208 -0.065897379 -0.0926426171 -0.0915216281
#> 54 -0.0070293195 -0.0374390060 0.264170052 0.0747595406 -0.0113716593
#> 55 0.0205221882 -0.0106892249 0.129583744 -0.0584463619 -0.0400071907
#> 56 0.6178252687 0.2414502998 -0.048970615 0.0301152349 0.0115384441
#> 57 0.2523880886 0.6068874799 0.050435415 -0.0596728763 0.0781678915
#> 58 -0.0336330214 0.0548352202 0.602487675 0.0072510473 0.0807105771
#> 59 0.0160003167 -0.0847255833 -0.022201464 0.6319401869 0.0278218126
#> 60 0.0332809316 0.0889725902 0.087115471 0.0636792183 0.5960827812
#> 61 -0.0249082519 -0.0193879087 -0.013890604 0.0064926221 0.1402019457
#> 62 0.0347368870 0.0035266130 0.006434769 -0.1056950299 0.0631868833
#> 63 -0.0705136203 -0.1526783664 -0.125355978 -0.1121640209 -0.0726777450
#> 64 -0.0692112474 -0.0637578262 -0.095651929 -0.1262281268 -0.1661259611
#> 65 0.0271184084 -0.0022530886 0.041208129 -0.1092770337 -0.0964551416
#> 66 0.0026036335 0.0089360622 -0.026045240 -0.0080002036 0.0649375694
#> 67 0.0763717092 0.0843349800 -0.127897118 0.0167624247 0.1032750333
#> 68 0.0358839155 0.0463639008 -0.032421261 -0.0133413067 -0.0241188171
#> 69 0.0128967225 0.0662348504 0.027584784 0.0025979779 -0.0094403700
#> 70 -0.0222998438 0.0234067169 0.022616836 0.0045148731 0.0367621131
#> 71 -0.0164546558 -0.1080449019 -0.051436573 0.1282970416 -0.0080034231
#> 72 -0.1074004687 -0.0409896369 -0.040234010 0.0507963882 0.0206098003
#> 73 -0.0291625533 -0.0565489921 0.061754169 -0.1215468751 -0.0053110025
#> 74 0.0268140045 0.0350265323 0.038997689 0.0269225598 0.0223607829
#> 75 -0.0700680586 -0.0311109548 -0.031194493 -0.0744617787 -0.0521582120
#> 76 -0.0555103217 -0.0830593558 -0.050703486 0.0462943770 -0.0001820592
#> 77 -0.0215322475 0.0252406305 0.067081783 -0.0897656240 0.1810477857
#> 78 -0.0243061674 0.1136439148 -0.052939547 -0.0637564685 0.0275404813
#> 79 0.0367675454 0.1400558488 0.146247644 -0.0127502083 0.1043416558
#> 80 0.0062849597 0.0573427628 0.055088833 -0.0270617936 -0.0416823692
#> 61 62 63 64 65
#> 1 -0.138333810 -0.055660379 -0.0675952507 0.0387551536 -0.003905825
#> 2 -0.082477819 0.032184010 -0.0808991176 0.1273413362 0.109291349
#> 3 0.036512366 -0.003641539 0.1166070151 0.0957343182 0.064386433
#> 4 0.021898696 0.023483886 0.0265024089 -0.0129039707 0.094494531
#> 5 -0.039247770 -0.035201832 0.0612454436 0.1484460567 -0.045724163
#> 6 -0.071703978 -0.111266393 -0.0503250750 -0.0337436198 -0.086171543
#> 7 0.077197301 -0.116207303 -0.0041263194 -0.1509905502 -0.057921088
#> 8 0.081471577 -0.072996636 0.1946667364 -0.0225237377 0.077363707
#> 9 -0.049356224 0.021548953 0.0304683766 0.0599181936 0.148713160
#> 10 -0.083145869 0.021603208 -0.1461050217 -0.0547554941 -0.008584061
#> 11 0.020909613 -0.101724642 0.0010379860 -0.1463134212 -0.057357687
#> 12 0.035446875 -0.003955005 -0.0370746136 -0.0937794414 -0.147801186
#> 13 -0.039567049 0.218674335 -0.0175739260 0.0698440384 -0.040303830
#> 14 0.007682486 -0.086608290 -0.0570525462 -0.0199684074 -0.083754714
#> 15 -0.031587938 0.115635824 0.0878775013 -0.0218191883 0.051718608
#> 16 -0.145208068 -0.109604570 0.0313567822 0.1225493385 0.002248257
#> 17 0.020744481 0.018965034 -0.1215701172 0.0134389395 -0.041059540
#> 18 -0.087032212 -0.071366370 -0.1011376986 0.0446544815 0.099568630
#> 19 0.188969073 0.080978605 0.0258657833 -0.0716612294 0.011813408
#> 20 0.045097878 -0.150949238 -0.0326035849 -0.1157879444 -0.086104375
#> 21 -0.113088929 -0.064446947 -0.0921390188 0.0115901388 -0.019111981
#> 22 -0.131456583 0.018400166 -0.0192457409 0.1348983669 -0.115899148
#> 23 0.091711821 0.185207022 0.0069703821 0.0205042653 0.073876932
#> 24 0.048620255 -0.150262206 0.0660239388 -0.0468321914 -0.054731034
#> 25 -0.030912021 -0.087928328 -0.0615730133 -0.0864537945 -0.138394730
#> 26 0.029232751 -0.103886985 -0.1330330015 -0.1042509481 -0.067380185
#> 27 0.032771978 0.185198693 0.0031222438 0.0315143966 -0.031026616
#> 28 0.033177148 -0.053178776 0.1275594479 0.0300364173 -0.032184592
#> 29 -0.043869147 -0.104006632 -0.0855010096 -0.0783994400 -0.034340287
#> 30 -0.005250103 -0.102479619 -0.1582119562 -0.1059336449 -0.099039879
#> 31 -0.074634309 0.060486537 0.1213151751 0.1282907948 -0.021276109
#> 32 -0.106120843 -0.025557133 -0.1269474362 -0.1008611785 -0.144379539
#> 33 -0.113111634 0.035186973 -0.0872128327 -0.0269023078 -0.016533776
#> 34 0.123357169 0.015353888 -0.0106213486 -0.0387836763 0.059155370
#> 35 -0.055925561 -0.079829199 0.0925803488 -0.0171792727 -0.082415682
#> 36 0.075147328 0.140107578 -0.0086620715 0.0528734687 0.021517112
#> 37 0.050817553 -0.108545910 0.0586018616 -0.0731934296 -0.089887739
#> 38 0.006777118 -0.086024055 -0.0797119598 -0.1168427644 -0.081765226
#> 39 -0.119843379 -0.118837456 -0.1222567287 -0.0894304282 -0.082270912
#> 40 -0.106028702 -0.064153929 0.1356224682 -0.0001605838 -0.087918196
#> 41 -0.032082227 -0.041916108 -0.0275477504 -0.0343807735 -0.019674710
#> 42 0.014907041 0.049410678 0.0786202187 -0.0675930365 0.056275731
#> 43 -0.065099504 -0.025699104 -0.1274166834 -0.0806049636 -0.159094046
#> 44 -0.148525584 -0.088209039 -0.0495709602 0.0631733469 -0.076565021
#> 45 -0.011443374 -0.105988462 -0.0748893464 -0.0733553279 0.046903247
#> 46 -0.035121394 -0.103975322 -0.0099300091 -0.0285526092 -0.111410532
#> 47 -0.003639838 -0.041218706 -0.0392283549 0.1099467822 0.028310148
#> 48 -0.084725977 -0.046142348 -0.0244633758 0.0515918014 0.087052584
#> 49 -0.091326912 0.045333401 0.0173261308 0.0545225357 0.006857073
#> 50 0.047081484 0.148705600 -0.0532938859 -0.0245874931 0.161059907
#> 51 0.012397709 0.121800675 -0.0661013707 -0.0012084997 0.105103998
#> 52 -0.085956296 0.092850676 0.1143792904 0.2294899501 0.097791303
#> 53 -0.057217740 0.063192998 0.0706593790 0.0269068053 0.093801798
#> 54 0.048197137 0.034586859 -0.0685987413 -0.0193566503 0.080098037
#> 55 -0.013664335 0.008868267 0.0637382353 0.0876385283 0.212082867
#> 56 -0.028577367 -0.002423383 -0.0360192989 -0.0751349493 0.002891161
#> 57 -0.012119235 -0.022695868 -0.1072462562 -0.0587437392 -0.015542547
#> 58 -0.002222125 -0.015387907 -0.0755240630 -0.0862380372 0.032318475
#> 59 -0.011291411 -0.156970218 -0.0917846177 -0.1462667468 -0.147619199
#> 60 0.158275318 0.047769101 -0.0164409360 -0.1503071754 -0.098939901
#> 61 0.614156154 0.037103489 0.0356604114 -0.1172581135 0.035795220
#> 62 0.070594644 0.580664999 0.0083826063 0.1244517972 0.103766708
#> 63 -0.002503025 -0.063271985 0.6523195901 -0.0398352191 -0.021294683
#> 64 -0.115003526 0.093215229 0.0005828042 0.6119015669 0.097785654
#> 65 0.056353352 0.090833685 0.0374268862 0.1160891999 0.593598021
#> 66 0.092407454 0.076232643 0.0070437690 -0.0183836242 0.029021691
#> 67 0.092860798 -0.014674882 -0.0573315836 -0.0231892840 -0.053543417
#> 68 -0.003499797 -0.076896303 0.1152621413 -0.0483193650 -0.015168885
#> 69 0.154866855 0.063876349 0.0501769084 0.0732466016 0.143934188
#> 70 -0.001970344 -0.061004433 0.0142017451 -0.0694107136 0.025268181
#> 71 -0.081195504 -0.026061437 -0.0057581004 -0.0628400465 -0.115424152
#> 72 0.075189384 -0.131028256 0.0589304241 -0.1032001579 -0.027245860
#> 73 0.042319523 0.249454382 -0.0270978609 0.0798176334 0.128881774
#> 74 0.038041640 0.045123260 -0.0784066565 0.0481196597 -0.016616718
#> 75 -0.042181621 0.042068904 0.1658534556 0.1147525557 0.069162503
#> 76 -0.017466591 -0.086266711 0.0774957946 -0.0026903210 -0.095130638
#> 77 0.088490402 0.180802199 -0.0016253180 -0.0196413921 -0.008226119
#> 78 -0.031778944 -0.011947803 0.0363345683 0.0635970167 -0.078767563
#> 79 0.183814397 -0.004079932 -0.0055906592 -0.0635937300 -0.057101227
#> 80 -0.170982138 -0.050730533 -0.0467730420 0.0585271478 -0.077298903
#> 66 67 68 69 70
#> 1 -0.0406019083 -1.070054e-02 0.0664469376 0.0449845417 -0.065170565
#> 2 -0.0374442050 -6.410757e-02 -0.0869710686 0.0223841939 -0.088137532
#> 3 0.1915705719 9.519141e-02 0.0205616304 0.1075529812 -0.053544428
#> 4 -0.0113623363 4.158237e-02 -0.0657702435 0.0056639809 0.004645293
#> 5 -0.0488239555 -4.303647e-02 0.0772283600 0.1557497804 -0.075900474
#> 6 -0.0861734561 -1.106907e-01 -0.1099996666 -0.1613464453 0.069451135
#> 7 -0.0399466112 2.640099e-03 0.1124564006 0.0611908247 0.021594085
#> 8 0.0362713988 7.287294e-05 0.0252601979 0.0594594180 0.075619173
#> 9 0.0034342113 -2.520056e-02 0.1162518603 0.0234426459 0.006118274
#> 10 0.0077949422 -1.253744e-01 -0.0876570681 0.0135278533 -0.174253676
#> 11 -0.0575340563 -9.050279e-02 -0.0025117838 -0.0564817063 -0.082048189
#> 12 0.0385285143 1.441671e-01 -0.0537612761 -0.0977200613 0.019275513
#> 13 -0.0735780315 -3.810756e-02 -0.0749310712 -0.0581344069 -0.099726063
#> 14 0.0490725683 6.165600e-02 0.0092763228 0.0040051195 0.075195707
#> 15 -0.0239952029 1.573107e-02 0.0927466526 -0.0038488298 0.010967144
#> 16 -0.1275121907 -5.839698e-02 0.1088953579 -0.0310312222 -0.064015264
#> 17 -0.0773219113 5.300645e-02 -0.0227722805 -0.0657565517 -0.003008181
#> 18 -0.0882655049 1.209182e-01 0.0336103817 -0.0553100735 0.101591762
#> 19 0.0764477401 5.755573e-03 0.0111716800 0.1543357450 0.008612683
#> 20 0.0421836782 4.968100e-02 0.1476093497 0.0413872291 0.074841340
#> 21 -0.0761951548 -2.994386e-03 0.0488478168 -0.0410974851 -0.108178680
#> 22 -0.0158691277 -9.045883e-03 -0.0309628267 -0.0566698212 -0.016639437
#> 23 0.0949511278 6.171396e-02 -0.0604331965 0.0038157344 -0.074778727
#> 24 -0.0012694720 1.198845e-02 0.0825028983 -0.0025296506 -0.012546658
#> 25 0.0093243910 5.991199e-02 0.0555686679 -0.0719827586 0.176515438
#> 26 0.1288315913 7.086004e-04 -0.1051956253 -0.0836428673 -0.023925189
#> 27 -0.0897141480 -7.639697e-02 -0.1506036328 -0.1097028186 -0.094536184
#> 28 -0.0202790217 3.364261e-02 -0.0674096512 -0.0792415604 -0.061900475
#> 29 -0.0467592341 -6.608733e-02 -0.1077946794 -0.1149703996 -0.063286942
#> 30 -0.1099638260 4.681338e-02 -0.0437968143 -0.0813641693 -0.027105409
#> 31 0.0115007933 -8.324878e-02 -0.0235749440 0.0072575259 0.012930403
#> 32 -0.0295212136 1.415530e-02 -0.0966858246 -0.0700322539 -0.050904519
#> 33 -0.0020747822 -1.027477e-01 -0.0788741630 -0.0926878351 -0.012698281
#> 34 0.0974684342 1.923043e-02 0.0145898871 0.0517835178 0.106232339
#> 35 -0.1141188310 -1.420519e-01 -0.0807586283 -0.1022069549 -0.102603602
#> 36 0.3167965969 4.228668e-02 -0.0167849290 0.1077134202 -0.017940846
#> 37 -0.0930221993 -4.284082e-02 0.0360189015 0.0345540310 0.015992108
#> 38 -0.0883474145 2.743041e-02 -0.1064784864 -0.1740992913 -0.006200867
#> 39 -0.0953772246 -8.484104e-02 0.0141945774 -0.1277851677 -0.042439368
#> 40 -0.0625452124 -5.476935e-02 0.0198188002 -0.0681272936 0.063050555
#> 41 -0.0991921506 -2.126431e-02 -0.1127099307 -0.0898571280 0.020460183
#> 42 -0.0600129791 -2.017859e-02 -0.0082417425 -0.0233231461 0.019924207
#> 43 -0.0203998377 6.652048e-02 -0.0334112095 -0.0416979927 -0.068343712
#> 44 -0.0610891139 -1.431278e-01 -0.1403479980 -0.1558456069 -0.038262602
#> 45 -0.0187885503 -6.475347e-03 0.0297837827 -0.0565831627 0.049138093
#> 46 -0.0460906304 -2.094225e-03 -0.0429351724 -0.0671376510 -0.006403848
#> 47 -0.0041723821 3.767103e-02 0.1230736301 0.0621883442 -0.107361884
#> 48 -0.1325108548 -9.214251e-02 -0.0873132383 -0.0768683757 0.032305247
#> 49 -0.1134930856 -1.067891e-01 -0.0306967714 -0.0494851579 -0.119493080
#> 50 0.0615548318 -2.640921e-02 0.0008000609 0.0693283630 -0.052074305
#> 51 -0.0123626364 2.744110e-02 -0.0234016072 0.1013720244 0.013674934
#> 52 -0.0615666046 -1.108009e-01 -0.0177182651 -0.0285965727 -0.033553941
#> 53 -0.0797347236 -7.245303e-02 -0.0144871098 -0.0652424856 0.046369855
#> 54 0.0147361805 -8.044965e-02 -0.0884688604 0.0613355009 -0.041199376
#> 55 -0.0155226227 -7.145612e-02 -0.0068727039 0.0732838216 -0.026049675
#> 56 -0.0170154628 7.048841e-02 0.0298375625 -0.0187255128 -0.025669964
#> 57 0.0002547548 8.938947e-02 0.0512553367 0.0455504039 0.030974385
#> 58 -0.0303267430 -1.184428e-01 -0.0231300208 0.0113001419 0.034584309
#> 59 -0.0417342180 -3.235791e-03 -0.0335025779 -0.0431391756 -0.012970165
#> 60 0.0670609607 1.191342e-01 -0.0084226825 -0.0193201179 0.055134480
#> 61 0.0764574724 9.064661e-02 -0.0058770347 0.1269137342 -0.001671350
#> 62 0.0937738171 1.660209e-02 -0.0457823862 0.0694143838 -0.027214283
#> 63 -0.0470696487 -9.770920e-02 0.0747214668 -0.0159396484 -0.023662697
#> 64 -0.0320790186 -2.314888e-02 -0.0484420162 0.0475480680 -0.066857132
#> 65 0.0336298424 -3.519947e-02 0.0030120090 0.1365391996 0.046125308
#> 66 0.5982061725 5.975961e-02 0.0113733060 0.0960358414 -0.042529188
#> 67 0.0460238122 6.119420e-01 0.0474984646 0.0004228373 -0.010356209
#> 68 -0.0021994372 4.766152e-02 0.6117789157 0.1675973639 -0.013818544
#> 69 0.1080389805 2.616177e-02 0.1931732463 0.5862030334 -0.035995806
#> 70 -0.0587781641 -1.286939e-02 -0.0164947765 -0.0642479212 0.614455148
#> 71 -0.1032202142 -6.968108e-02 -0.0951845841 -0.0753670610 -0.016862412
#> 72 0.0449991925 -2.656912e-02 0.0548008825 0.0035799516 0.015385372
#> 73 0.1063217204 -8.378579e-02 -0.0766140195 0.0161477380 -0.041172783
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#> 17 0.0000000000
#> 18 0.4772153224
#> 19 0.8446101713
#> 20 -0.7767180067
#> 21 -0.4506005886
#> 22 0.8439901932
#> 23 -0.5898266545
#> 24 -1.8389568587
#> 25 -0.3592746912
#> 26 0.1311843420
#> 27 -0.7851833690
#> 28 -1.4873244376
#> 29 0.0232907262
#> 30 0.0000000000
#> 31 3.0883882708
#> 32 0.0000000000
#> 33 -0.1872986149
#> 34 -0.4123431570
#> 35 1.9631437648
#> 36 -0.6512089248
#> 37 1.8392039980
#> 38 0.0000000000
#> 39 0.1217290098
#> 40 1.4922433449
#> 41 0.0000000000
#> 42 -1.1193195730
#> 43 1.3614067269
#> 44 -1.1700192890
#> 45 0.4222926451
#> 46 -1.3843561811
#> 47 0.0000000000
#> 48 -1.1699622286
#> 49 0.0000000000
#> 50 -0.2353463536
#> 51 -0.1699496674
#> 52 0.2074591604
#> 53 -0.6886090466
#> 54 2.6401427168
#> 55 2.9703983278
#> 56 0.1516633287
#> 57 -0.1816920214
#> 58 0.3939003497
#> 59 -0.6133103549
#> 60 -0.7940593430
#> 61 -0.6607222975
#> 62 1.5754093589
#> 63 2.7222994281
#> 64 -0.8591706758
#> 65 1.2415037148
#> 66 -0.3992684323
#> 67 0.0823874751
#> 68 -0.1913668048
#> 69 1.2403925734
#> 70 0.0000000000
#> 71 -1.2093377923
#> 72 0.9228759053
#> 73 -0.2130916789
#> 74 0.0000000000
#> 75 -0.1909201542
#> 76 -0.0116552548
#> 77 -0.9136483746
#> 78 0.0000000000
#> 79 -0.5427120211
#> 80 0.5591513219
#>
#> $A
#> [1] 1 2 3 4 5 6 8 9 11 12 13 14 15 16 18 19 20 21 22 23 24 25 26 27 28
#> [26] 29 31 33 34 35 36 37 39 40 42 43 44 45 46 48 50 51 52 53 54 55 56 57 58 59
#> [51] 60 61 62 63 64 65 66 67 68 69 71 72 73 75 76 77 79 80
#>
#> $betamat
#> $betamat[[1]]
#> [,1]
#> [1,] 0.0000000
#> [2,] 0.0000000
#> [3,] 0.0000000
#> [4,] 0.0000000
#> [5,] 0.0000000
#> [6,] 0.0000000
#> [7,] 0.0000000
#> [8,] 0.8739767
#> [9,] 0.0000000
#> [10,] 0.0000000
#> [11,] 0.0000000
#> [12,] 0.0000000
#> [13,] 0.0000000
#> [14,] 0.0000000
#> [15,] 0.0000000
#> [16,] 0.0000000
#> [17,] 0.0000000
#> [18,] 0.0000000
#> [19,] 0.0000000
#> [20,] -0.6226774
#> [21,] 0.0000000
#> [22,] 0.0000000
#> [23,] 0.0000000
#> [24,] 0.0000000
#> [25,] -0.8773080
#> [26,] 0.0000000
#> [27,] 0.0000000
#> [28,] 0.0000000
#> [29,] 0.0000000
#> [30,] 0.0000000
#> [31,] 0.6683782
#> [32,] 0.0000000
#> [33,] 0.0000000
#> [34,] 0.0000000
#> [35,] 0.0000000
#> [36,] 0.0000000
#> [37,] 0.6640140
#> [38,] 0.0000000
#> [39,] 0.0000000
#> [40,] 0.0000000
#> [41,] 0.0000000
#> [42,] 0.0000000
#> [43,] 0.0000000
#> [44,] 0.0000000
#> [45,] 0.0000000
#> [46,] 0.0000000
#> [47,] 0.0000000
#> [48,] 0.0000000
#> [49,] 0.0000000
#> [50,] 0.0000000
#> [51,] 0.0000000
#> [52,] 0.7464148
#> [53,] 0.0000000
#> [54,] 0.6584877
#> [55,] 1.0216020
#> [56,] 0.0000000
#> [57,] -0.8351871
#> [58,] 0.0000000
#> [59,] 0.0000000
#> [60,] 0.0000000
#> [61,] 0.0000000
#> [62,] 0.0000000
#> [63,] 1.2418303
#> [64,] 0.0000000
#> [65,] 0.7063271
#> [66,] 0.0000000
#> [67,] -0.7032370
#> [68,] 0.0000000
#> [69,] 0.0000000
#> [70,] 0.0000000
#> [71,] 0.0000000
#> [72,] 0.0000000
#> [73,] 0.0000000
#> [74,] 0.0000000
#> [75,] 0.0000000
#> [76,] 0.0000000
#> [77,] 0.0000000
#> [78,] 0.0000000
#> [79,] 0.0000000
#> [80,] 0.0000000
#>
#> $betamat[[2]]
#> [,1]
#> [1,] -0.86147440
#> [2,] -0.36768758
#> [3,] 0.00000000
#> [4,] 0.00000000
#> [5,] 0.00000000
#> [6,] 0.00000000
#> [7,] 0.00000000
#> [8,] 1.04174128
#> [9,] -0.48155253
#> [10,] 0.00000000
#> [11,] 1.17698754
#> [12,] -0.23202337
#> [13,] 0.00000000
#> [14,] 0.00000000
#> [15,] 0.00000000
#> [16,] 0.00000000
#> [17,] 0.00000000
#> [18,] 0.00000000
#> [19,] 0.00000000
#> [20,] -0.49015311
#> [21,] 0.00000000
#> [22,] 0.00000000
#> [23,] 0.00000000
#> [24,] 0.00000000
#> [25,] -0.90634112
#> [26,] -0.12535897
#> [27,] 0.00000000
#> [28,] 0.00000000
#> [29,] 0.00000000
#> [30,] 0.00000000
#> [31,] 0.83728489
#> [32,] 0.00000000
#> [33,] 0.00000000
#> [34,] 0.00000000
#> [35,] 0.00000000
#> [36,] 0.00000000
#> [37,] 1.09886221
#> [38,] 0.00000000
#> [39,] 0.00000000
#> [40,] 0.00000000
#> [41,] 0.00000000
#> [42,] 0.00000000
#> [43,] 0.00000000
#> [44,] 0.00000000
#> [45,] 0.00000000
#> [46,] 0.00000000
#> [47,] 0.00000000
#> [48,] 0.00000000
#> [49,] 0.00000000
#> [50,] 0.00000000
#> [51,] 0.00000000
#> [52,] 0.31759954
#> [53,] -0.23704540
#> [54,] 1.11327960
#> [55,] 1.18617166
#> [56,] 0.00000000
#> [57,] -1.00707605
#> [58,] 0.00000000
#> [59,] 0.06897779
#> [60,] 0.00000000
#> [61,] 0.00000000
#> [62,] 0.00000000
#> [63,] 1.51050104
#> [64,] -0.40272260
#> [65,] 0.62287909
#> [66,] 0.00000000
#> [67,] -0.77556984
#> [68,] 0.00000000
#> [69,] 0.00000000
#> [70,] 0.00000000
#> [71,] 0.00000000
#> [72,] 0.62455154
#> [73,] 0.00000000
#> [74,] 0.00000000
#> [75,] 0.08766166
#> [76,] 0.00000000
#> [77,] 0.00000000
#> [78,] 0.00000000
#> [79,] 0.00000000
#> [80,] 0.00000000
#>
#> $betamat[[3]]
#> [,1]
#> [1,] -1.163983005
#> [2,] -0.238486340
#> [3,] 0.000000000
#> [4,] 0.000000000
#> [5,] -0.540618240
#> [6,] -0.679183143
#> [7,] 0.000000000
#> [8,] 0.781515337
#> [9,] -0.285200434
#> [10,] 0.000000000
#> [11,] 1.508971058
#> [12,] -0.126196776
#> [13,] 0.000000000
#> [14,] 0.000000000
#> [15,] 0.000000000
#> [16,] 0.000000000
#> [17,] 0.000000000
#> [18,] 0.000000000
#> [19,] 0.000000000
#> [20,] -0.479305483
#> [21,] 0.000000000
#> [22,] 0.000000000
#> [23,] 0.000000000
#> [24,] -0.245988178
#> [25,] -1.116358229
#> [26,] 0.131105220
#> [27,] 0.000000000
#> [28,] 0.000000000
#> [29,] 0.497494555
#> [30,] 0.000000000
#> [31,] 1.304114113
#> [32,] 0.000000000
#> [33,] -0.277960625
#> [34,] 0.000000000
#> [35,] 0.000000000
#> [36,] 0.000000000
#> [37,] 1.222458034
#> [38,] 0.000000000
#> [39,] 0.000000000
#> [40,] 0.000000000
#> [41,] 0.000000000
#> [42,] 0.000000000
#> [43,] 0.000000000
#> [44,] 0.000000000
#> [45,] 0.000000000
#> [46,] -0.750483990
#> [47,] 0.000000000
#> [48,] -0.503478286
#> [49,] 0.000000000
#> [50,] 0.000000000
#> [51,] 0.000000000
#> [52,] 0.245767132
#> [53,] -0.004124362
#> [54,] 1.785909791
#> [55,] 1.761004765
#> [56,] -0.237462445
#> [57,] -0.733396579
#> [58,] 0.000000000
#> [59,] -0.086760434
#> [60,] 0.000000000
#> [61,] 0.000000000
#> [62,] 0.000000000
#> [63,] 1.766898591
#> [64,] -0.925740220
#> [65,] 0.951854741
#> [66,] 0.000000000
#> [67,] -0.958751692
#> [68,] 0.000000000
#> [69,] 0.000000000
#> [70,] 0.000000000
#> [71,] 0.000000000
#> [72,] 0.817700332
#> [73,] 0.000000000
#> [74,] 0.000000000
#> [75,] -0.302181648
#> [76,] 0.066607562
#> [77,] 0.000000000
#> [78,] 0.000000000
#> [79,] 0.000000000
#> [80,] 0.000000000
#>
#> $betamat[[4]]
#> [,1]
#> [1,] -1.111179e+00
#> [2,] -4.311393e-01
#> [3,] 0.000000e+00
#> [4,] -3.299135e-01
#> [5,] -6.346752e-01
#> [6,] -9.510610e-01
#> [7,] 0.000000e+00
#> [8,] 9.153426e-01
#> [9,] -3.610631e-01
#> [10,] 0.000000e+00
#> [11,] 2.032207e+00
#> [12,] 4.169632e-01
#> [13,] 0.000000e+00
#> [14,] -8.430938e-01
#> [15,] 0.000000e+00
#> [16,] -1.382357e-01
#> [17,] 0.000000e+00
#> [18,] -1.910079e-01
#> [19,] 0.000000e+00
#> [20,] -4.655036e-01
#> [21,] 0.000000e+00
#> [22,] 1.812294e-01
#> [23,] -6.568565e-02
#> [24,] -6.627012e-01
#> [25,] -5.936439e-01
#> [26,] 9.592406e-02
#> [27,] -3.477002e-01
#> [28,] -5.116019e-01
#> [29,] 3.940195e-01
#> [30,] 0.000000e+00
#> [31,] 2.159272e+00
#> [32,] 0.000000e+00
#> [33,] -2.030952e-01
#> [34,] -2.523245e-01
#> [35,] 9.735642e-01
#> [36,] -2.508119e-01
#> [37,] 1.590793e+00
#> [38,] 0.000000e+00
#> [39,] 0.000000e+00
#> [40,] 9.408609e-01
#> [41,] 0.000000e+00
#> [42,] 0.000000e+00
#> [43,] 8.072609e-01
#> [44,] 0.000000e+00
#> [45,] 1.916763e-01
#> [46,] -9.144792e-01
#> [47,] 0.000000e+00
#> [48,] -9.462933e-01
#> [49,] 0.000000e+00
#> [50,] 0.000000e+00
#> [51,] 0.000000e+00
#> [52,] 1.206954e-01
#> [53,] -1.808486e-01
#> [54,] 2.067818e+00
#> [55,] 2.199553e+00
#> [56,] -9.731146e-05
#> [57,] -3.700724e-01
#> [58,] 5.279777e-01
#> [59,] -5.973422e-02
#> [60,] 0.000000e+00
#> [61,] 1.375515e-01
#> [62,] 0.000000e+00
#> [63,] 2.155314e+00
#> [64,] -9.634333e-01
#> [65,] 9.291232e-01
#> [66,] -7.426844e-02
#> [67,] -6.047587e-01
#> [68,] 1.511024e-01
#> [69,] 0.000000e+00
#> [70,] 0.000000e+00
#> [71,] 0.000000e+00
#> [72,] 9.292135e-01
#> [73,] -1.885667e-01
#> [74,] 0.000000e+00
#> [75,] -2.512259e-01
#> [76,] 6.722541e-02
#> [77,] -8.217396e-01
#> [78,] 0.000000e+00
#> [79,] -4.672298e-01
#> [80,] -4.664595e-02
#>
#> $betamat[[5]]
#> [,1]
#> [1,] -1.4308848434
#> [2,] -0.6740809598
#> [3,] 0.0000000000
#> [4,] -0.4530246430
#> [5,] -1.1494387175
#> [6,] -1.0319948623
#> [7,] 0.0000000000
#> [8,] 1.0339825647
#> [9,] -0.4964549552
#> [10,] 0.0000000000
#> [11,] 2.6376397221
#> [12,] 0.7970794103
#> [13,] -0.4719569891
#> [14,] -1.1368148371
#> [15,] 0.0000000000
#> [16,] -0.1845296473
#> [17,] 0.0000000000
#> [18,] 0.0291117573
#> [19,] 0.7493933626
#> [20,] -0.6845086543
#> [21,] -0.1994901914
#> [22,] 0.4346953668
#> [23,] -0.2523387927
#> [24,] -1.2401499360
#> [25,] -0.5785331877
#> [26,] 0.1130141321
#> [27,] -0.3422356475
#> [28,] -0.8129117381
#> [29,] 0.3999465851
#> [30,] 0.0000000000
#> [31,] 2.5851655978
#> [32,] 0.0000000000
#> [33,] 0.0001092634
#> [34,] -0.3038744195
#> [35,] 1.3864692020
#> [36,] -0.3903372982
#> [37,] 1.6441880433
#> [38,] 0.0000000000
#> [39,] 0.0000000000
#> [40,] 1.1870270162
#> [41,] 0.0000000000
#> [42,] 0.0000000000
#> [43,] 1.1865587686
#> [44,] -0.6839275551
#> [45,] 0.2990294921
#> [46,] -1.1967743394
#> [47,] 0.0000000000
#> [48,] -1.1393340835
#> [49,] 0.0000000000
#> [50,] 0.0000000000
#> [51,] -0.0770082888
#> [52,] 0.0895797329
#> [53,] -0.2490092985
#> [54,] 2.2890501713
#> [55,] 2.4386240701
#> [56,] 0.1859309430
#> [57,] -0.2690370414
#> [58,] 0.4531756494
#> [59,] -0.2671876310
#> [60,] 0.0000000000
#> [61,] -0.2334306875
#> [62,] 1.1080311328
#> [63,] 2.4530700543
#> [64,] -1.0779712214
#> [65,] 0.9889812989
#> [66,] -0.2504396486
#> [67,] -0.4298886166
#> [68,] -0.0435187984
#> [69,] 1.0580018782
#> [70,] 0.0000000000
#> [71,] -0.4563182685
#> [72,] 0.9632231351
#> [73,] -0.1528519169
#> [74,] 0.0000000000
#> [75,] -0.3162099265
#> [76,] -0.0233964994
#> [77,] -0.9071100879
#> [78,] 0.0000000000
#> [79,] -0.5493249516
#> [80,] 0.2124504001
#>
#> $betamat[[6]]
#> [,1]
#> [1,] -1.9035888821
#> [2,] -0.9029300877
#> [3,] -0.4942107782
#> [4,] -0.6140307775
#> [5,] -1.5517127065
#> [6,] -0.8228035805
#> [7,] 0.0000000000
#> [8,] 1.4589420981
#> [9,] -0.7315114309
#> [10,] 0.0000000000
#> [11,] 3.4374110087
#> [12,] 1.1469109701
#> [13,] -0.6015577387
#> [14,] -1.1110081046
#> [15,] 0.2311474504
#> [16,] 0.0009643318
#> [17,] 0.0000000000
#> [18,] 0.4772153224
#> [19,] 0.8446101713
#> [20,] -0.7767180067
#> [21,] -0.4506005886
#> [22,] 0.8439901932
#> [23,] -0.5898266545
#> [24,] -1.8389568587
#> [25,] -0.3592746912
#> [26,] 0.1311843420
#> [27,] -0.7851833690
#> [28,] -1.4873244376
#> [29,] 0.0232907262
#> [30,] 0.0000000000
#> [31,] 3.0883882708
#> [32,] 0.0000000000
#> [33,] -0.1872986149
#> [34,] -0.4123431570
#> [35,] 1.9631437648
#> [36,] -0.6512089248
#> [37,] 1.8392039980
#> [38,] 0.0000000000
#> [39,] 0.1217290098
#> [40,] 1.4922433449
#> [41,] 0.0000000000
#> [42,] -1.1193195730
#> [43,] 1.3614067269
#> [44,] -1.1700192890
#> [45,] 0.4222926451
#> [46,] -1.3843561811
#> [47,] 0.0000000000
#> [48,] -1.1699622286
#> [49,] 0.0000000000
#> [50,] -0.2353463536
#> [51,] -0.1699496674
#> [52,] 0.2074591604
#> [53,] -0.6886090466
#> [54,] 2.6401427168
#> [55,] 2.9703983278
#> [56,] 0.1516633287
#> [57,] -0.1816920214
#> [58,] 0.3939003497
#> [59,] -0.6133103549
#> [60,] -0.7940593430
#> [61,] -0.6607222975
#> [62,] 1.5754093589
#> [63,] 2.7222994281
#> [64,] -0.8591706758
#> [65,] 1.2415037148
#> [66,] -0.3992684323
#> [67,] 0.0823874751
#> [68,] -0.1913668048
#> [69,] 1.2403925734
#> [70,] 0.0000000000
#> [71,] -1.2093377923
#> [72,] 0.9228759053
#> [73,] -0.2130916789
#> [74,] 0.0000000000
#> [75,] -0.1909201542
#> [76,] -0.0116552548
#> [77,] -0.9136483746
#> [78,] 0.0000000000
#> [79,] -0.5427120211
#> [80,] 0.5591513219
#>
#>
#> $new2As
#> $new2As[[1]]
#> [1] 8 20 25 31 37 52 54 55 57 63 65 67
#>
#> $new2As[[2]]
#> [1] 1 2 9 11 12 26 53 59 64 72 75
#>
#> $new2As[[3]]
#> [1] 5 6 24 29 33 46 48 56 76
#>
#> $new2As[[4]]
#> [1] 4 14 16 18 22 23 27 28 34 35 36 40 43 45 58 61 66 68 73 77 79 80
#>
#> $new2As[[5]]
#> [1] 13 19 21 44 51 62 69 71
#>
#> $new2As[[6]]
#> [1] 3 15 39 42 50 60
#>
#>
#> $mu
#> [,1]
#> [1,] -0.1434088
#>
#> $meanx
#> 1 2 3 4 5 6 7 8
#> 0.3680192 0.3707453 0.4074889 0.3810106 0.3980583 0.3734075 0.3718234 0.3765616
#> 9 10 11 12 13 14 15 16
#> 0.3997233 0.3428068 0.3426743 0.4002043 0.3722077 0.3985131 0.3873438 0.3723404
#> 17 18 19 20 21 22 23 24
#> 0.3862770 0.4020182 0.3943649 0.3860073 0.3815162 0.3791991 0.4001531 0.3746161
#> 25 26 27 28 29 30 31 32
#> 0.3905137 0.3770652 0.3656727 0.3584438 0.3743395 0.3662119 0.4016356 0.3432113
#> 33 34 35 36 37 38 39 40
#> 0.3863455 0.3922979 0.3259642 0.4153991 0.3795336 0.3855172 0.3809867 0.3876280
#> 41 42 43 44 45 46 47 48
#> 0.3745778 0.3651949 0.3882276 0.3689703 0.3828337 0.3815258 0.3939995 0.3527037
#> 49 50 51 52 53 54 55 56
#> 0.3830019 0.3800248 0.3962784 0.3739077 0.3984527 0.4016779 0.4062171 0.3821747
#> 57 58 59 60 61 62 63 64
#> 0.3931125 0.3975123 0.3680598 0.4039172 0.3858438 0.4193350 0.3476804 0.3880984
#> 65 66 67 68 69 70 71 72
#> 0.4064020 0.4017938 0.3880580 0.3882211 0.4137970 0.3855449 0.3670395 0.3793153
#> 73 74 75 76 77 78 79 80
#> 0.3895828 0.4058189 0.3989081 0.3765487 0.4016155 0.4006993 0.4038782 0.3930413
#>
#> $normx
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [77] 1 1 1 1
#>
#> $normy
#> [1] 1
#>
#> $eta
#> [1] 0.5
#>
#> $K
#> [1] 6
#>
#> $kappa
#> [1] 0.5
#>
#> $select
#> [1] "pls2"
#>
#> $fit
#> [1] "regression"
#>
#> $projection
#> [1] NA
#>
#> attr(,"class")
#> [1] "spls"
#>
#> $DKsplsDR_modplsr
#> $call
#> pls(X = xA, Y = y, ncomp = min(k, length(A)), mode = fit, scale.X = FALSE,
#> scale.Y = FALSE)
#>
#> $X
#> 1 2 3 4 5
#> 1 0.6319808271 -0.0468895392 0.026432882 -0.065528291 0.125596242
#> 2 -0.0441634531 0.6292547409 0.097144705 0.075576080 -0.076236750
#> 3 0.0659026160 0.1338883528 0.592511093 0.019313196 0.090347968
#> 4 -0.0525368631 0.0858414215 -0.007165111 0.618989399 -0.018389992
#> 5 0.1556354142 -0.0489236644 0.080917406 -0.001342248 0.601941655
#> 6 -0.1064926735 -0.1117065224 -0.115118635 -0.075669541 0.004599051
#> 7 0.0271328541 -0.0790221348 -0.071772983 0.036328523 -0.035733147
#> 8 -0.0742683270 -0.0754247144 0.089910848 0.005771979 0.060564400
#> 9 0.1372286219 0.0970028449 0.049766413 -0.014297631 -0.060595071
#> 10 0.0273459634 0.1953370541 -0.003545919 -0.015302661 -0.030347091
#> 11 -0.0214268797 -0.1834919048 -0.130987316 -0.091638809 -0.004465239
#> 12 -0.0430872549 -0.1193010705 -0.038243445 -0.019505877 -0.035560314
#> 13 -0.0758871492 0.0016510091 -0.035671232 -0.091555920 -0.044400051
#> 14 -0.0806253918 -0.0093805587 -0.009400559 -0.061480100 -0.011777593
#> 15 0.1353484444 -0.0071892947 0.021623230 -0.006898053 -0.053030687
#> 16 0.0710929988 -0.0181347414 -0.044541145 -0.069694667 0.205701141
#> 17 -0.1011538284 -0.0226883229 -0.108648102 -0.074462777 -0.101145380
#> 18 0.1838703555 -0.0180696541 -0.032436591 -0.013381911 0.020365035
#> 19 -0.0424204422 -0.0100925414 0.033057147 0.052333325 -0.012968586
#> 20 0.0087029304 -0.0727692086 -0.052024738 -0.066220882 -0.078032758
#> 21 0.1041520477 0.0990872915 0.024339997 0.016674279 0.036214693
#> 22 0.0093877335 -0.0412511677 0.006611718 -0.142897915 0.064658383
#> 23 -0.0700158059 0.0749481147 0.079232798 0.010570684 -0.077173373
#> 24 -0.0139588371 -0.0581417647 0.026503980 0.021639867 0.040827087
#> 25 -0.0231204481 -0.1236464885 -0.009783444 -0.119835949 -0.041561592
#> 26 -0.0395303980 -0.1003510251 -0.059631887 0.025303705 -0.096904435
#> 27 -0.1431403735 -0.0972523961 -0.088401563 -0.078265792 -0.051897676
#> 28 -0.0326655612 -0.1238561769 0.069321347 -0.077896057 -0.017508095
#> 29 -0.0656356419 0.0224292246 -0.025148515 -0.080842504 -0.132397018
#> 30 -0.0905841409 -0.0471014711 -0.122410567 -0.026401797 -0.036685030
#> 31 0.0407870418 0.0609992210 0.132577993 -0.076611703 0.052682562
#> 32 -0.0880245433 0.0682289338 -0.079637224 0.061262863 -0.085402414
#> 33 -0.0050381717 0.1275764708 -0.037148486 -0.025937976 -0.144753605
#> 34 -0.0690472080 -0.0777098269 -0.080463119 -0.019103657 -0.095797035
#> 35 -0.0086049022 -0.1417369154 -0.111700903 -0.089376679 0.037694414
#> 36 0.0062152567 -0.0278169418 0.038979277 -0.021586196 0.008384142
#> 37 -0.0289165129 -0.0958364503 0.018427365 -0.044034414 0.116444826
#> 38 -0.0363147122 -0.0948329911 -0.068603532 -0.066656059 -0.109103953
#> 39 -0.0258203508 -0.0237318404 -0.107890515 -0.121543145 -0.081272194
#> 40 0.0380201457 -0.0060570990 0.083744510 -0.030084102 0.065668630
#> 41 -0.0993390231 0.0584809366 -0.064969690 0.137683086 -0.105374401
#> 42 0.0700126359 -0.1241033443 0.002497697 -0.028585070 0.070049651
#> 43 -0.0211281994 -0.0284217958 -0.053753241 0.017346911 -0.013187317
#> 44 -0.0004937222 0.0701719596 -0.002830454 -0.063674760 -0.096611007
#> 45 -0.0604248349 -0.0286170612 -0.069131439 -0.050278500 -0.151509447
#> 46 -0.0558843486 -0.1555877527 -0.042574966 -0.034712829 0.206647092
#> 47 0.0936009016 0.0629061722 0.091555835 0.018534625 0.069321238
#> 48 -0.0997961003 0.0332786194 -0.087978841 0.127940196 -0.049034949
#> 49 0.0650585845 -0.0637527076 -0.062547705 -0.084357824 0.183782175
#> 50 0.0366436888 -0.0007464779 -0.069915738 0.065571320 -0.034134002
#> 51 0.0451426375 0.0653956474 -0.046871985 0.189165024 -0.034751653
#> 52 -0.0490627519 0.1518457317 0.084963995 -0.067672074 0.005800936
#> 53 0.1177160372 0.0375154134 -0.004098829 -0.062601049 -0.081183176
#> 54 -0.0900261072 0.1016331758 0.001235433 0.096635763 0.032643182
#> 55 -0.0239027665 0.1477909120 0.103120231 0.072013357 0.057253608
#> 56 0.1650300010 -0.0375606078 -0.030208499 0.106910739 -0.060379015
#> 57 0.1433223491 0.0168379879 -0.051904690 -0.003085710 -0.042444543
#> 58 -0.0957623674 0.1053859218 -0.109156156 0.004149554 -0.073785537
#> 59 0.0113009416 -0.1385367175 -0.087268234 -0.020535389 -0.008481065
#> 60 -0.0639422193 -0.1095539482 -0.032447959 -0.012671600 -0.020345665
#> 61 -0.1205091364 -0.0673792317 0.014867304 0.026731941 -0.051462269
#> 62 -0.0043445508 0.0807737521 0.008204555 0.061808287 -0.013925176
#> 63 -0.0879340137 -0.1039639668 0.056798518 -0.006827782 0.010867508
#> 64 0.0588344139 0.1446945103 0.076343844 -0.005816139 0.138486145
#> 65 0.0344769812 0.1449480685 0.063299504 0.119885909 -0.037380530
#> 66 -0.0068272537 -0.0063956366 0.185875492 0.009420890 -0.045088473
#> 67 0.0093383120 -0.0467948016 0.075760535 0.048629798 -0.053036782
#> 68 0.0866488490 -0.0694952434 0.001293807 -0.058559760 0.067391099
#> 69 0.0907623355 0.0654359015 0.113861041 0.038450347 0.171488402
#> 70 -0.0476448858 -0.0733379391 -0.075488483 0.009179543 -0.088413967
#> 71 -0.0157577483 -0.0217700842 -0.052940216 0.106395806 0.037029994
#> 72 -0.0607986927 -0.1308190384 -0.012461500 -0.087845577 -0.029283330
#> 73 -0.0761643523 0.0214319931 -0.039471973 -0.032155642 -0.062840514
#> 74 -0.0321382095 0.1129443202 0.052727363 0.157777228 0.001234570
#> 75 0.0159155067 0.0736969407 0.053834425 -0.022311073 0.064848342
#> 76 -0.0004326578 -0.1402689919 -0.055069130 -0.046406239 0.317100550
#> 77 -0.1046449866 0.0372550986 -0.012188778 0.091871507 -0.102965753
#> 78 -0.0206076511 0.0380364365 0.126114262 -0.028581922 -0.001131881
#> 79 -0.1028425521 0.0024015016 -0.039367968 0.018066135 -0.101145794
#> 80 0.0362815756 0.0604060934 -0.040434546 -0.063199613 -0.074599396
#> 6 8 9 11 12
#> 1 -0.111881000 -0.082810757 0.105524493 0.0039179744 -0.0752723516
#> 2 -0.114368763 -0.081241059 0.068024802 -0.1554209646 -0.1487600810
#> 3 -0.081037228 0.120838152 0.057532019 -0.0661727271 -0.0309588070
#> 4 -0.068066439 0.010220977 -0.033010332 -0.0533025270 -0.0386995457
#> 5 0.029249896 0.082061141 -0.062260027 0.0509187877 -0.0377062385
#> 6 0.626592501 -0.004766491 -0.062052864 0.0570497142 0.0365868456
#> 7 -0.042026006 -0.006974117 -0.011249844 0.1370983280 0.0515709035
#> 8 -0.001612387 0.623438397 -0.094984214 0.1286995404 -0.0660159220
#> 9 -0.035737062 -0.071822516 0.600276698 -0.0238152762 -0.1224536234
#> 10 -0.100914745 -0.099285454 -0.087376087 -0.1037887432 -0.1521091457
#> 11 0.026316534 0.094812256 -0.080864259 0.6573256812 0.0570727916
#> 12 0.063383616 -0.042373256 -0.121972656 0.1146027423 0.5997957305
#> 13 -0.021665896 0.006716580 -0.020969447 0.0329942891 -0.0248732981
#> 14 0.138774777 -0.020509664 -0.069284967 -0.0669163913 0.0840335936
#> 15 -0.119891312 -0.002548032 0.191970272 0.0227491582 -0.0471685754
#> 16 0.024741145 0.021749337 0.005492084 -0.0217860615 -0.1313241472
#> 17 0.018159515 -0.109037423 -0.013377746 -0.0191690561 0.1424719024
#> 18 0.037309400 -0.028605082 0.071429823 -0.0337257661 0.0141526512
#> 19 -0.059605405 -0.023711638 0.156643511 -0.0195256011 -0.0399003899
#> 20 0.021216163 -0.016135372 0.052910892 0.0531868665 0.0347668050
#> 21 -0.054742691 -0.108078264 -0.032683317 -0.0951871022 -0.1091672617
#> 22 0.038668600 0.007714768 -0.013788714 0.0036490344 0.0568498323
#> 23 -0.058461323 -0.015767082 -0.033397018 -0.0873828609 -0.0397816589
#> 24 -0.013522078 0.056000224 -0.073551437 0.0002165783 -0.0453500674
#> 25 0.151333165 -0.013374462 -0.031333776 -0.0209046122 0.1907338095
#> 26 0.079595051 -0.070021060 -0.071566060 0.1093947348 0.1732338702
#> 27 0.048021271 -0.002726319 -0.074781721 0.0820233218 0.0305990636
#> 28 -0.060866773 0.080404696 -0.002114800 0.0034216771 -0.0471661559
#> 29 0.062510974 -0.156255463 0.084922004 -0.0554037407 0.0217573717
#> 30 0.024900800 -0.130741378 -0.131544937 -0.0218331177 0.0674962062
#> 31 -0.046146206 -0.043523984 -0.014247200 -0.0505758090 -0.0002631462
#> 32 -0.093041649 -0.087750682 -0.173642777 -0.1051240742 0.0001065066
#> 33 0.002824666 -0.143738559 0.121175912 -0.1114122502 -0.0933852463
#> 34 -0.045954990 0.028398321 -0.051299819 -0.0229524767 0.0410519464
#> 35 0.025300030 0.013765952 -0.150641957 -0.0153455925 -0.0996892534
#> 36 -0.044867571 0.034689790 -0.059054653 0.0065875294 0.0937675610
#> 37 0.005046693 0.003675542 -0.025477793 0.0380004730 -0.0154526034
#> 38 0.102654349 -0.088630528 -0.031071839 0.0874730971 0.1598375053
#> 39 0.148068274 -0.160753457 0.021438759 0.0086524200 0.0457442716
#> 40 0.001980849 0.004817669 0.074335295 -0.0881367637 -0.0357961148
#> 41 0.020651819 -0.047121108 0.030792355 -0.0660364843 -0.0235814244
#> 42 -0.061075962 0.187151590 -0.058812819 0.0772194253 -0.0952981339
#> 43 -0.028771238 -0.086787571 -0.128497540 -0.0044023085 0.1290318851
#> 44 0.082996774 -0.124298321 0.069903541 -0.1036416714 -0.0659248923
#> 45 0.031703027 -0.040410785 0.180629507 0.0593893195 0.0130328811
#> 46 0.169095582 0.129023372 -0.173234177 0.0878412913 0.0937711227
#> 47 -0.024446011 -0.023983950 0.074909525 0.0043630556 -0.0638930030
#> 48 0.050427880 0.013655510 0.004126536 0.0069867978 -0.1114769617
#> 49 0.097539678 -0.023108113 -0.030141475 0.1336436041 -0.0174429561
#> 50 -0.103885013 -0.007236699 -0.046398518 0.0464920560 -0.0241866265
#> 51 -0.076738249 -0.042734778 0.057270408 -0.0163232910 -0.0366049781
#> 52 -0.049365323 0.019223536 0.095856216 -0.1065996776 -0.1992075811
#> 53 -0.022645581 -0.060640887 0.326980033 -0.0647476232 -0.1001331140
#> 54 0.048383849 0.018180147 -0.120315381 -0.0311464880 -0.0304098109
#> 55 -0.043971781 0.001362194 0.025917306 -0.1226957365 -0.1459472634
#> 56 -0.097584163 -0.093782694 -0.010914306 -0.0585962435 -0.0194393079
#> 57 -0.084046393 -0.108365291 0.008864486 -0.0711739329 -0.0424523041
#> 58 0.103461527 -0.078997502 -0.060940195 -0.0151231833 0.0030525076
#> 59 0.022529936 0.020917462 -0.150384753 0.1092106787 0.1298069559
#> 60 0.083829041 -0.027986469 -0.114605316 0.0359434071 0.2175655205
#> 61 -0.059267632 0.090753820 -0.063235680 0.0640791403 0.0210864514
#> 62 -0.065338891 -0.030223238 0.041160652 -0.0250639600 0.0151757271
#> 63 -0.076052165 0.165785543 -0.021574515 0.0060440771 -0.0895984733
#> 64 -0.019052686 -0.010986908 0.048293325 -0.1008893068 -0.1058852778
#> 65 -0.053177064 0.107204083 0.155391837 0.0063699732 -0.1416034769
#> 66 -0.057787128 0.061503623 0.005504737 0.0015854525 0.0401180724
#> 67 -0.096040191 0.011569299 -0.036865833 -0.0451190789 0.1320208526
#> 68 -0.095186082 0.036919679 0.104749643 0.0430349817 -0.0657444613
#> 69 -0.120956978 0.096694781 0.037516311 0.0146409415 -0.0841273642
#> 70 0.081588488 0.084602422 -0.008060176 -0.0391776564 0.0046160953
#> 71 -0.053511742 -0.049105278 -0.127631610 0.0303730745 0.0802534740
#> 72 -0.004263814 0.071117655 0.030867080 0.0218741267 -0.0045804191
#> 73 0.030483416 -0.008070355 -0.005863343 0.0578513340 -0.0653880970
#> 74 -0.051722275 -0.010548624 -0.015091103 -0.0647093586 0.0618199214
#> 75 -0.001508826 0.186005803 0.092545661 -0.0239766259 -0.1198465178
#> 76 0.014894985 0.094943557 -0.135908543 0.1489662968 0.0318800910
#> 77 0.020603001 -0.010118060 -0.033735547 -0.0730235532 0.0370496151
#> 78 -0.053969502 0.025144092 -0.032688761 -0.1247293219 0.0388387564
#> 79 -0.014513355 -0.007595397 -0.060804105 -0.0349141615 0.0979235813
#> 80 0.054450299 -0.107777843 0.060348232 -0.1238998042 0.0053933996
#> 13 14 15 16 18
#> 1 -0.0800756497 -0.1111193389 1.160238e-01 0.066771811 0.149871372
#> 2 0.0001885948 -0.0371484196 -2.378783e-02 -0.019729843 -0.049342551
#> 3 -0.0003899980 -0.0004247717 4.176834e-02 -0.009392598 -0.026965840
#> 4 -0.0827529922 -0.0789826190 -1.323125e-02 -0.061024426 -0.034389466
#> 5 -0.0185493793 -0.0122323678 -4.231614e-02 0.231419126 0.016405224
#> 6 -0.0204660704 0.1136691561 -1.338276e-01 0.025808284 0.008698744
#> 7 -0.1620608263 -0.0030245121 -5.375010e-02 -0.104571914 -0.052777417
#> 8 0.0110705097 -0.0424611804 -1.333022e-02 0.025970580 -0.054061635
#> 9 0.0065461814 -0.0680747849 2.043498e-01 0.032875026 0.069134969
#> 10 -0.0394984234 -0.1291575317 -6.424311e-02 -0.093060511 -0.094579277
#> 11 0.0034609345 -0.1227551924 -2.192032e-02 -0.051452103 -0.093069603
#> 12 0.0031232981 0.0857247432 -3.430810e-02 -0.103460238 0.012338765
#> 13 0.6277923266 -0.1067093795 1.470811e-01 -0.035658344 -0.107768403
#> 14 -0.0804039329 0.6014868800 -1.614769e-01 0.032488705 -0.021489394
#> 15 0.1622172144 -0.1726462215 6.126562e-01 -0.008087186 0.056171543
#> 16 -0.0355256567 0.0063159452 -2.309062e-02 0.627659639 0.130304964
#> 17 0.1120435208 0.0410993748 -1.948185e-02 -0.012736511 0.092193258
#> 18 -0.0779579205 -0.0179843575 7.084591e-02 0.159982760 0.597981844
#> 19 0.0564476922 -0.0419577299 1.059083e-01 -0.111910864 -0.072576636
#> 20 -0.1244288725 0.1950949807 -7.117901e-02 -0.038008828 -0.019052478
#> 21 -0.1148404014 -0.0080427905 -5.283308e-02 0.123725987 0.077635458
#> 22 0.0667805868 0.0675065260 2.519767e-03 0.068545130 -0.028745424
#> 23 0.0711449022 -0.0302378546 3.159805e-02 -0.035675860 -0.017987428
#> 24 -0.1553071161 0.1419302773 -1.160990e-01 0.118458480 -0.024625685
#> 25 -0.0690917088 0.1524599487 -3.655160e-02 -0.063572088 0.073747846
#> 26 -0.1150968922 0.0335597291 -1.147487e-01 -0.113859574 -0.029673762
#> 27 0.3158604120 -0.1156868572 1.893896e-02 -0.068617162 -0.108095779
#> 28 0.0038076587 -0.1417684508 1.097963e-01 -0.001992597 -0.043463801
#> 29 -0.0430875131 -0.0058741182 -9.259593e-04 -0.030872488 0.044208703
#> 30 -0.1247111148 0.0373771672 -1.497990e-01 -0.060465351 0.005254372
#> 31 0.0004914755 0.0136718692 3.568971e-02 0.011522980 -0.048372033
#> 32 -0.1000775545 -0.0311711923 -1.213927e-01 -0.075656807 -0.105603064
#> 33 0.0812958593 -0.0448258492 4.808923e-02 -0.035976781 -0.042835652
#> 34 0.0002054553 0.1008355677 -4.225396e-02 -0.061575167 -0.015395828
#> 35 0.0175583523 -0.1194376421 -7.771203e-02 0.037436350 -0.108868119
#> 36 0.0118128035 -0.0042058753 1.177204e-02 -0.071901376 -0.023230969
#> 37 -0.0925477140 0.0648893998 -7.126367e-02 0.046210781 -0.015535860
#> 38 -0.0081635504 0.0197495666 -1.529523e-02 -0.045858314 0.092284165
#> 39 -0.1035619071 0.1026971182 -1.288606e-01 0.032084598 0.076095646
#> 40 -0.0506783431 0.0533667195 1.739198e-02 0.157540840 -0.040556350
#> 41 -0.0724810361 -0.0306971220 1.835853e-03 -0.049065113 0.020221498
#> 42 0.0656710089 -0.1716314959 1.355735e-01 0.012512172 0.007591313
#> 43 -0.0015439765 0.0162176446 -3.151831e-02 -0.025947888 -0.031831210
#> 44 -0.0772951016 -0.0291126450 -7.404833e-02 -0.024922266 -0.031109226
#> 45 -0.0318650067 0.0240643089 5.984117e-03 -0.086444093 0.085206001
#> 46 -0.0542482270 0.0322588041 -1.582937e-01 0.073753157 0.014952288
#> 47 -0.0363154045 -0.0436916214 3.984443e-05 0.005818471 0.074411244
#> 48 -0.0134050011 -0.1548841692 -3.803382e-02 -0.070381902 -0.021925354
#> 49 0.1261561114 -0.0512459015 -6.216199e-02 0.164299435 0.015397519
#> 50 0.0285810998 -0.1225449708 2.935471e-02 -0.096007857 -0.018603359
#> 51 0.1053567976 -0.1407711823 1.691509e-01 -0.078522979 0.020739817
#> 52 0.1208982162 -0.0915507435 4.981500e-02 0.130785472 -0.075245703
#> 53 0.0709835080 -0.1103857715 2.289857e-01 0.005491472 0.066187515
#> 54 -0.0429983648 0.0177911074 -1.023100e-01 -0.003165010 -0.007583933
#> 55 -0.0594309496 0.0290962823 -6.088814e-02 0.104143136 0.044773874
#> 56 -0.0756917028 -0.1169767963 8.086505e-02 -0.021942821 0.103425819
#> 57 -0.0597636180 -0.0020537038 1.731997e-02 0.034691933 0.129770781
#> 58 -0.0301980285 0.1494574562 -1.191999e-01 -0.036262952 -0.042602986
#> 59 -0.1414119627 0.0340981929 -1.172786e-01 -0.101934685 -0.012364561
#> 60 0.0249753139 0.1151514561 -1.350035e-02 -0.108567146 -0.034275139
#> 61 -0.0259308764 -0.0049867883 -3.308788e-02 -0.131704582 -0.103206522
#> 62 0.2658016631 -0.0657864083 1.476270e-01 -0.062609929 -0.054049524
#> 63 -0.0421011895 -0.1078852563 4.821412e-02 0.006696832 -0.155475445
#> 64 0.0857347982 -0.0303830942 -2.106455e-02 0.138307411 0.030734759
#> 65 -0.0061095249 -0.0758658557 7.077679e-02 0.036309875 0.103952452
#> 66 -0.0439918773 0.0523532759 -9.545169e-03 -0.098058724 -0.088489833
#> 67 -0.0222572054 0.0512009086 1.644531e-02 -0.042679307 0.106958077
#> 68 -0.0589176603 -0.0010157129 9.362394e-02 0.124776082 0.019813310
#> 69 -0.0165451137 0.0192889661 2.260434e-02 0.010425384 -0.043531263
#> 70 -0.0863888848 0.0622274391 9.168202e-03 -0.050810772 0.085118458
#> 71 -0.0570575700 -0.1056388135 -5.401859e-02 -0.096396827 -0.108013836
#> 72 -0.0646732943 0.0470166822 -1.621213e-03 -0.029742123 -0.016429657
#> 73 0.2531595878 -0.0236964858 2.033616e-02 -0.061687810 -0.106531520
#> 74 0.0027876462 0.0079117483 -2.936194e-02 -0.076170829 -0.014707987
#> 75 0.1003894910 0.0489724452 3.086697e-02 0.081245674 -0.047809334
#> 76 -0.0089864897 -0.0571020320 -9.830901e-02 0.138198058 -0.035524245
#> 77 0.0878806475 0.0955759329 4.906172e-03 -0.142643739 -0.139720347
#> 78 0.0019957566 0.0980368878 -3.485154e-02 0.005800685 -0.009972487
#> 79 0.0024472267 0.1934003207 -6.877257e-02 -0.103905254 -0.094337373
#> 80 -0.0657850472 0.0582807787 -2.637905e-02 0.042935215 0.140821699
#> 19 20 21 22 23
#> 1 -0.0687661350 -9.285192e-03 0.090655069 -0.0017921732 -0.102149726
#> 2 -0.0337121480 -8.803125e-02 0.088316399 -0.0497049882 0.045540281
#> 3 0.0461811889 -3.054313e-02 0.050312753 0.0349015452 0.086568612
#> 4 0.0389790602 -7.121758e-02 0.016168729 -0.1410863938 -0.008571808
#> 5 -0.0092751064 -6.598171e-02 0.052756887 0.0835176485 -0.079268121
#> 6 -0.0805627715 8.616367e-03 -0.062851343 0.0328770200 -0.085206916
#> 7 -0.0327783864 1.655765e-01 0.050570982 -0.0417871003 -0.072218882
#> 8 -0.0415149003 -2.558106e-02 -0.113032813 0.0050772916 -0.039358572
#> 9 0.1620019466 6.662690e-02 -0.014476168 0.0067355076 -0.033826809
#> 10 -0.1166426799 -1.283942e-01 0.147297446 -0.1151435873 0.011953311
#> 11 -0.0712161480 9.853890e-03 -0.134028935 -0.0328757264 -0.144861635
#> 12 -0.0340609860 4.896378e-02 -0.090479144 0.0778550223 -0.039730482
#> 13 0.0342904999 -1.382285e-01 -0.124148880 0.0597891806 0.043199483
#> 14 -0.0378094756 2.076008e-01 0.008954178 0.0868205664 -0.031877827
#> 15 0.0988872436 -6.984251e-02 -0.047005434 0.0106644803 0.018788754
#> 16 -0.1339353695 -5.167576e-02 0.114550195 0.0616864106 -0.063488592
#> 17 0.0115295879 -4.930873e-06 -0.093530449 -0.0017362779 0.036251710
#> 18 -0.0649233455 -3.041617e-03 0.098137463 -0.0059263478 -0.016122364
#> 19 0.6056351343 4.237732e-02 -0.157228144 -0.0827740226 -0.009339611
#> 20 0.0340197490 6.139927e-01 -0.050142296 -0.0297572685 -0.102104661
#> 21 -0.1700768583 -5.463344e-02 0.618483848 0.0061144744 0.040561245
#> 22 -0.0979398088 -3.656548e-02 0.003797402 0.6208009205 -0.013395145
#> 23 -0.0035513838 -8.795886e-02 0.059198186 0.0075588685 0.599846907
#> 24 -0.0729375842 1.030888e-01 0.027090889 -0.0879331842 -0.102019207
#> 25 -0.0446985469 6.529741e-02 -0.009490643 0.1410433879 -0.028643039
#> 26 -0.0491033141 1.004505e-01 -0.067015055 -0.0495047714 -0.043946235
#> 27 -0.0015918133 -1.759781e-01 -0.141298261 0.0569566385 0.063929942
#> 28 -0.0406259659 -1.284869e-01 -0.087761690 0.0581124131 0.021909772
#> 29 0.0341872587 5.823311e-03 -0.049253813 -0.0561025655 -0.009294924
#> 30 -0.1051587437 8.172982e-03 0.054180006 -0.0546417820 -0.043644409
#> 31 -0.0376906900 -8.443012e-02 0.043013945 0.1596469944 0.054731912
#> 32 -0.1383125898 -7.913921e-02 0.059580771 -0.0089976406 0.014169875
#> 33 0.0308493611 -1.565581e-02 0.050844017 -0.0300211179 0.041484758
#> 34 0.1381196109 5.837906e-02 -0.156108351 -0.0807796545 -0.030399110
#> 35 -0.1248694873 -1.147007e-01 -0.103015293 -0.1113678924 -0.080785293
#> 36 0.0881126091 -6.370388e-02 -0.084493509 0.0387659723 0.132498208
#> 37 0.0416836335 6.942302e-02 -0.035408614 -0.0203842445 -0.120310181
#> 38 -0.0247388150 2.208034e-03 -0.012263905 0.0039822411 -0.054518209
#> 39 -0.1238571746 7.546191e-02 0.110025533 0.0033537891 -0.026932234
#> 40 -0.0458467863 -1.062531e-02 0.038902235 0.1721683937 -0.023637219
#> 41 -0.0176101386 -1.645882e-02 0.031840618 -0.0101008541 0.006105060
#> 42 -0.0432260500 -1.282252e-01 -0.060447533 -0.0395772863 0.063986216
#> 43 -0.0546874842 3.765715e-02 0.125807487 0.1045804363 -0.017638449
#> 44 -0.1349689558 -3.172831e-02 0.061212804 0.0563076597 0.016605484
#> 45 0.0648484929 2.487506e-01 -0.103385391 -0.0495658786 -0.054311731
#> 46 -0.1337224394 -6.334256e-02 0.007658783 0.0373643147 -0.043238667
#> 47 -0.0369167149 2.357966e-02 0.140683734 -0.0576179262 -0.001893375
#> 48 -0.0410525033 -8.650176e-02 -0.090918602 -0.0711946321 -0.102185162
#> 49 -0.0944763789 -1.235720e-01 0.012522657 0.0426782606 0.029935098
#> 50 -0.0107374860 -9.511748e-02 -0.025212264 -0.1183145326 0.064526508
#> 51 0.1709770915 -6.176590e-02 -0.044997801 -0.1042795548 -0.047626969
#> 52 -0.0720243278 -1.350125e-01 0.024006407 0.0565699296 0.108777277
#> 53 0.0856885636 -5.545616e-02 -0.047925797 0.0184672736 0.034947222
#> 54 -0.0651080101 -4.878650e-02 0.108753507 -0.0638756864 0.060597501
#> 55 -0.0208362743 -7.398807e-02 0.182765462 -0.0774496525 0.120927167
#> 56 -0.0359064332 4.528521e-02 0.156058719 -0.1326150615 0.026206203
#> 57 0.0642914091 6.309200e-02 0.083599990 -0.0931116710 -0.035090269
#> 58 -0.0435287906 6.870445e-02 0.035747305 -0.0918477824 -0.028992226
#> 59 -0.1158642790 1.163742e-01 0.020824274 -0.0343493024 -0.132798060
#> 60 0.0935554437 -2.877434e-03 -0.026415678 -0.0436822119 0.067795536
#> 61 0.1804480531 4.493443e-02 -0.108761234 -0.1248118165 0.077402575
#> 62 0.1059487409 -1.176215e-01 -0.026628098 0.0585360881 0.204388931
#> 63 -0.0208186725 -7.093047e-02 -0.125974761 -0.0507644105 -0.045502301
#> 64 -0.0779276620 -1.136968e-01 0.018172420 0.1437977205 0.008449606
#> 65 0.0238505214 -6.570969e-02 0.005773846 -0.0886962492 0.080125818
#> 66 0.0838767020 5.797021e-02 -0.055917479 0.0067256203 0.096591863
#> 67 -0.0005512637 5.173173e-02 0.003547492 -0.0001869335 0.049618897
#> 68 0.0050278985 1.498231e-01 0.055552749 -0.0219408219 -0.072365205
#> 69 0.1737678460 6.917690e-02 -0.008816670 -0.0220719341 0.017459608
#> 70 -0.0002073314 7.437890e-02 -0.104149980 -0.0102936650 -0.089386968
#> 71 -0.0906859466 -1.116721e-01 0.029549811 0.0012195487 -0.069744351
#> 72 0.1366864990 6.557169e-02 -0.129906621 -0.0496546329 -0.100990631
#> 73 0.0445499891 -4.628135e-02 -0.079966863 0.0223652926 0.106366985
#> 74 0.0574896927 1.687907e-02 0.014538701 -0.0415131704 -0.065843490
#> 75 0.0553802420 1.800896e-02 -0.055369020 0.0964810623 -0.065695964
#> 76 -0.0850523628 -7.468161e-02 -0.040037873 -0.0476284104 -0.117313155
#> 77 0.1743191934 2.019539e-02 -0.102670848 0.0068850179 0.097485823
#> 78 0.0773898461 -1.938935e-02 -0.043094358 0.0481676647 -0.029193451
#> 79 0.1433710253 2.610433e-01 -0.119035486 -0.0728553990 -0.002316975
#> 80 -0.1038376147 -8.549583e-03 0.131211400 0.0917415591 -0.021955537
#> 24 25 26 27 28
#> 1 -0.020555754 -0.045615012 -0.048576465 -0.140793907 -0.0230902291
#> 2 -0.062012595 -0.143414967 -0.106671006 -0.092179843 -0.1115547586
#> 3 0.059376798 0.007191726 -0.029208220 -0.046585363 0.1183664133
#> 4 0.028034378 -0.129339085 0.029249067 -0.062927897 -0.0553292970
#> 5 0.064269342 -0.034016984 -0.075911330 -0.019512037 0.0221064089
#> 6 -0.014730668 0.134226927 0.075937310 0.055756064 -0.0459031148
#> 7 0.043191609 0.103672055 0.098060377 -0.109876817 -0.0436909369
#> 8 0.057945738 -0.027326596 -0.070524696 0.008162578 0.0985224589
#> 9 -0.048444225 -0.022124212 -0.048907998 -0.040731125 0.0391646604
#> 10 -0.086982647 -0.154922106 -0.065305793 -0.100423452 -0.1426038433
#> 11 -0.031725193 -0.068744031 0.075003814 0.059024934 -0.0123478448
#> 12 -0.019761888 0.200424342 0.196372900 0.065130627 -0.0054057272
#> 13 -0.157715532 -0.087397773 -0.119954458 0.322395379 0.0175714913
#> 14 0.165827308 0.160459332 0.055007609 -0.082846444 -0.1016991716
#> 15 -0.103371251 -0.039721545 -0.104470145 0.040610050 0.1386962210
#> 16 0.116182751 -0.081745464 -0.118584453 -0.061949508 0.0119039223
#> 17 -0.076869428 0.086236673 0.092262937 0.118833516 -0.0344493304
#> 18 0.002776381 0.085252265 -0.004720846 -0.071750329 0.0001105141
#> 19 -0.053188808 -0.040847418 -0.031803688 0.027100346 -0.0047049410
#> 20 0.114480038 0.060790971 0.109392588 -0.155643466 -0.1009234235
#> 21 0.033990951 -0.018488229 -0.062564143 -0.125454815 -0.0646893788
#> 22 -0.083350194 0.129728730 -0.047370931 0.070483012 0.0788676518
#> 23 -0.076482204 -0.019003683 -0.020858382 0.098410328 0.0636190244
#> 24 0.625383910 -0.059996358 0.020581246 -0.108713857 0.0247141837
#> 25 -0.044098711 0.609486263 0.063439977 -0.056041642 -0.0136157569
#> 26 0.023030396 0.049991479 0.622934760 -0.004341885 0.0038250481
#> 27 -0.117657240 -0.080882673 -0.015734418 0.634327294 0.1880359919
#> 28 0.008541935 -0.045685653 -0.014796351 0.180807126 0.6415561592
#> 29 -0.049125240 0.002464798 0.166426691 0.035203896 0.0421195255
#> 30 -0.001084690 0.004279056 0.132098323 -0.035482244 -0.0606511382
#> 31 0.044699866 0.017269670 -0.046226708 0.065734004 0.1176306466
#> 32 -0.056176085 -0.051775396 -0.002152350 -0.127658446 -0.1194998301
#> 33 -0.133849052 -0.018894218 -0.035258694 -0.057488167 -0.1063240343
#> 34 0.056236893 -0.017554022 0.037696960 -0.011763057 -0.0397652563
#> 35 -0.006118319 -0.168191627 -0.106012144 -0.002255005 0.0038543523
#> 36 -0.022729970 0.048309369 0.091470267 0.062563238 0.0671010550
#> 37 0.249417743 -0.019779604 -0.050917101 -0.015435339 -0.0104616167
#> 38 0.061330407 0.037366081 0.091419012 0.088047585 0.0500852713
#> 39 0.004271639 0.119197355 0.096030824 -0.053546737 -0.1027737294
#> 40 0.032658066 0.067410324 -0.109807227 -0.077828719 0.0327219254
#> 41 -0.057590772 -0.023649829 -0.023228142 -0.011678723 0.0349803903
#> 42 -0.069087556 -0.071532579 -0.110357568 0.048175035 0.1492346361
#> 43 -0.054466588 0.035493193 0.116703537 -0.038527094 -0.0631473074
#> 44 -0.029239991 -0.008275492 0.062855242 -0.024967816 0.0199272015
#> 45 -0.060790700 0.036214317 0.131010948 -0.034387584 -0.0586173026
#> 46 0.026142113 0.091728927 -0.006641249 0.018859788 -0.0114873192
#> 47 0.065603672 -0.023548815 -0.017782978 -0.072628441 -0.0014728218
#> 48 -0.076438759 -0.124706323 -0.045038613 0.015894883 -0.0475833546
#> 49 -0.055887480 -0.065989134 -0.075474195 0.168066017 -0.0364146551
#> 50 -0.123822915 -0.096050740 -0.034982216 -0.013607256 -0.0985635042
#> 51 -0.138997458 -0.096337337 -0.046849292 0.001987403 -0.0595197507
#> 52 -0.038514407 -0.112519419 -0.162413154 0.046853488 0.0542986580
#> 53 -0.082367284 -0.029155074 -0.090803155 0.073385403 0.1281649985
#> 54 0.002828683 -0.079457825 0.088725293 0.014035169 -0.0785876114
#> 55 0.047365673 -0.101732281 -0.101284992 -0.036663698 -0.0305936827
#> 56 -0.027770840 -0.066162731 -0.016925670 -0.108651305 -0.0438635700
#> 57 0.024986412 -0.015766417 -0.037031226 -0.145213209 -0.0900506318
#> 58 -0.004087345 -0.011569911 0.043238331 -0.061321324 -0.1744423088
#> 59 0.085294763 0.061279396 0.149009692 -0.067417124 -0.0285546733
#> 60 -0.033159708 0.189922536 0.035582877 0.028276011 -0.0352863269
#> 61 0.059848011 -0.035581912 0.038011357 0.052943118 0.0605771537
#> 62 -0.105543295 -0.059107064 -0.061617223 0.238860988 0.0077123847
#> 63 0.039088259 -0.104406341 -0.162417831 -0.014870053 0.1167960170
#> 64 -0.033349848 -0.088869098 -0.093217755 0.053940123 0.0596910097
#> 65 -0.022945146 -0.122506488 -0.038043446 0.009702656 0.0157735455
#> 66 0.025908266 0.020604481 0.153560179 -0.053593027 0.0230709650
#> 67 0.025430392 0.057456282 0.011701390 -0.054011645 0.0632567999
#> 68 0.096107893 0.053276015 -0.094039781 -0.128055255 -0.0376324077
#> 69 0.036651226 -0.048699529 -0.046911140 -0.061578558 -0.0238884345
#> 70 -0.001617897 0.171546552 -0.015445577 -0.074664039 -0.0347994639
#> 71 -0.096982384 -0.023661808 -0.025302128 -0.005780229 -0.0650678244
#> 72 0.058774791 0.019122818 0.002766676 -0.010885965 0.1187111778
#> 73 -0.095318194 -0.107057500 0.014503347 0.206404829 -0.0458150047
#> 74 -0.006131408 -0.022520217 0.036105210 -0.047304443 -0.0727861208
#> 75 -0.004731628 -0.055822154 -0.166874584 -0.009246109 -0.0029401830
#> 76 0.082053491 -0.044746945 -0.053187984 0.033884162 -0.0002079472
#> 77 -0.077303264 0.058795985 0.019952382 0.010478588 -0.0789676937
#> 78 0.070187186 0.057934194 -0.083098677 -0.053558426 -0.0157597128
#> 79 0.057721162 0.007221201 0.048672820 -0.076088464 -0.0969127670
#> 80 -0.033463586 0.230546300 -0.060477820 -0.088407744 -0.0803221241
#> 29 31 33 34 35
#> 1 -0.071955957 0.007170627 -0.023364505 -0.093325958 0.033450099
#> 2 0.018834996 0.030108893 0.111976224 -0.099262491 -0.096955828
#> 3 0.008000905 0.138431313 -0.016005085 -0.065272134 -0.030176167
#> 4 -0.074171391 -0.097236690 -0.031272881 -0.030390979 -0.034330249
#> 5 -0.108678161 0.049105320 -0.133040767 -0.090036612 0.109788587
#> 6 0.061578986 -0.074374293 -0.010113340 -0.064845413 0.072743358
#> 7 -0.064568783 -0.058330284 -0.124277975 -0.088664985 -0.104430748
#> 8 -0.154033347 -0.068597968 -0.153522462 0.012662002 0.064363384
#> 9 0.110305818 -0.016159486 0.134553708 -0.043874440 -0.076882827
#> 10 -0.083355396 -0.071311854 0.021032450 -0.170134628 -0.027723209
#> 11 -0.087068910 -0.109537078 -0.155083438 -0.072576081 0.001364555
#> 12 0.047622153 -0.001694464 -0.079526483 0.048958293 -0.025449155
#> 13 -0.045219328 -0.028936438 0.067158026 -0.019884794 0.063801854
#> 14 0.018299514 0.010549402 -0.032658236 0.107050765 -0.046888693
#> 15 0.012078346 0.021397913 0.049087513 -0.047208095 -0.016332404
#> 16 -0.032871616 -0.017772246 -0.049981927 -0.081532729 0.083812539
#> 17 0.210099962 -0.045646925 0.048679727 0.108257167 -0.059987310
#> 18 0.071887371 -0.047989464 -0.027163002 -0.005675595 -0.032814134
#> 19 0.054212637 -0.044961412 0.038868721 0.140186554 -0.056468793
#> 20 0.017491118 -0.100058413 -0.015994023 0.052088428 -0.054657581
#> 21 -0.042077149 0.022894509 0.046014663 -0.166890122 -0.047463313
#> 22 -0.051242974 0.137210487 -0.037167545 -0.093878498 -0.058132984
#> 23 0.016518681 0.053249418 0.055292344 -0.022543940 -0.006596371
#> 24 -0.048848638 0.017680368 -0.145578468 0.038555059 0.042533599
#> 25 0.018639047 0.006147819 -0.014725987 -0.019338207 -0.103642061
#> 26 0.169152442 -0.070797055 -0.044538960 0.022464277 -0.054911076
#> 27 0.026537115 0.029771124 -0.078160966 -0.038388274 0.037453530
#> 28 0.026223878 0.074438900 -0.134225700 -0.073619338 0.036334022
#> 29 0.625660512 0.002382552 0.144703254 -0.016563893 -0.079241421
#> 30 0.048463924 -0.059232708 -0.110041406 -0.060065153 -0.105446004
#> 31 0.029678652 0.598364413 -0.016537768 -0.042066178 0.022481133
#> 32 -0.106516044 -0.046120517 -0.020085677 -0.122492002 -0.071591638
#> 33 0.156709273 -0.031827849 0.613654494 -0.008632662 -0.013068830
#> 34 0.001394542 -0.051403842 -0.002680245 0.607702077 0.044207876
#> 35 -0.127616737 -0.053190283 -0.073450165 -0.022125875 0.674035829
#> 36 0.004414011 0.084839623 -0.002304081 0.202863234 0.018038790
#> 37 -0.004604205 0.043541148 -0.119449930 -0.061656287 -0.040201012
#> 38 0.187298876 0.024332749 0.014124691 0.004098813 -0.008270504
#> 39 0.199643487 -0.016746795 0.048695363 -0.067412083 -0.096286107
#> 40 -0.024395355 0.081066418 0.077677067 -0.097219100 -0.001027668
#> 41 0.055975417 -0.014124895 0.020815165 -0.112760536 -0.102033316
#> 42 -0.143557748 -0.048489802 -0.118629320 -0.075886829 0.086827711
#> 43 0.019085759 0.001045228 0.074402879 -0.071095324 -0.036428079
#> 44 0.134493048 0.110912419 0.144290249 -0.150915808 0.006593144
#> 45 0.189002450 -0.112737828 0.029471962 0.077881679 -0.127036759
#> 46 -0.132088796 -0.067054263 -0.135152599 -0.089001412 0.064447533
#> 47 -0.029041228 -0.037096930 -0.048983229 -0.063374763 -0.011442002
#> 48 -0.073340028 -0.073755666 -0.086273318 -0.100758499 -0.083927295
#> 49 -0.051835972 0.024989277 -0.057433346 -0.108107042 0.132953051
#> 50 -0.112950046 -0.114289515 -0.018804181 0.077038056 -0.002164946
#> 51 -0.025375428 -0.105985912 0.135556267 0.021932457 -0.001902564
#> 52 -0.058152881 0.114031011 0.058617383 -0.106111822 0.033346297
#> 53 0.129940303 0.063973386 0.138981690 -0.012431415 0.008509610
#> 54 0.047716117 -0.011453889 0.005090909 -0.029986950 0.014024263
#> 55 -0.001715244 0.078953773 0.031327995 -0.002490658 0.005599214
#> 56 -0.028976162 -0.077229639 0.095513122 -0.059037078 0.073108423
#> 57 0.024195492 -0.061947785 0.175388516 0.129741428 0.018836418
#> 58 0.078149873 -0.054733533 0.114116271 0.089108142 -0.023546833
#> 59 -0.068608174 -0.055082759 -0.151105255 -0.089882555 -0.049592864
#> 60 -0.011161758 -0.013715038 -0.026093950 0.078820129 0.002136601
#> 61 -0.032364789 -0.090426050 -0.113613294 0.116903092 0.003954114
#> 62 -0.059011119 0.078185951 0.068176468 0.042390966 0.013541631
#> 63 -0.112160088 0.067359998 -0.125877929 -0.055238862 0.114296587
#> 64 -0.064640495 0.114753641 -0.025149381 -0.042983166 0.044954989
#> 65 -0.002277797 -0.016509717 0.003522696 0.073259426 -0.001977875
#> 66 -0.019304894 0.011659034 0.013373539 0.106964339 -0.038289175
#> 67 -0.052368784 -0.096826340 -0.101035207 0.014990533 -0.079958040
#> 68 -0.093913083 -0.036989447 -0.076998585 0.010513049 -0.018501715
#> 69 -0.075512921 0.019418905 -0.065236375 0.073282562 -0.014374160
#> 70 -0.052081579 -0.003160333 -0.013498935 0.099479268 -0.043022922
#> 71 -0.098353690 0.063722205 -0.031410484 -0.140422562 -0.046296683
#> 72 0.085513683 -0.054550297 -0.067853759 0.208401216 -0.015215732
#> 73 -0.025094419 0.011280333 0.069232620 0.060764044 0.050390014
#> 74 -0.068755766 -0.059535499 0.018131970 0.040448450 -0.063557003
#> 75 -0.120887177 0.042504022 -0.007553293 0.008671420 0.019911217
#> 76 -0.138732896 -0.011556346 -0.166183228 -0.038793522 0.162107166
#> 77 -0.057203267 0.003393807 0.121872898 0.159649528 -0.015368075
#> 78 -0.020119302 0.050216062 0.068048817 0.164045310 0.007645421
#> 79 0.007611146 -0.074893921 0.068909365 0.265282356 0.039231868
#> 80 0.044379990 0.114989421 0.161477670 -0.029598769 -0.083212303
#> 36 37 39 40 42
#> 1 -0.041164651 -0.0404309151 -0.038787850 0.0184112983 0.072836954
#> 2 -0.072470763 -0.1046247663 -0.033973253 -0.0229398602 -0.118552940
#> 3 0.031069104 0.0463826969 -0.081388279 0.1036053973 0.044791749
#> 4 -0.055974676 -0.0425573884 -0.121519216 -0.0367015216 -0.012769325
#> 5 -0.008956593 0.1349695961 -0.064200521 0.0760989551 0.102913141
#> 6 -0.086859152 -0.0010793830 0.140489102 -0.0122396722 -0.052863318
#> 7 -0.077198806 -0.0038549133 0.069891439 -0.0524596289 -0.022215783
#> 8 -0.004147687 0.0007035701 -0.165178526 -0.0062487479 0.198518339
#> 9 -0.074730431 -0.0052880659 0.040175388 0.0864305761 -0.024284372
#> 10 -0.034163689 -0.0974139575 -0.054735495 -0.1218360826 -0.030181915
#> 11 -0.066137232 0.0011412168 -0.029659933 -0.1330904652 0.054698889
#> 12 0.078572750 0.0052180912 0.064961869 -0.0232198656 -0.060288720
#> 13 -0.031378603 -0.0998736156 -0.112340906 -0.0660986901 0.072683827
#> 14 -0.021091836 0.0838689448 0.120223566 0.0642518192 -0.138313231
#> 15 -0.016283249 -0.0634534519 -0.122503478 0.0171077557 0.157722435
#> 16 -0.114960096 0.0390175667 0.023438287 0.1422531804 0.019657678
#> 17 0.024516786 -0.0372499446 0.115125209 -0.0820055890 -0.098575096
#> 18 -0.036611893 0.0069487212 0.097127130 -0.0261662141 0.044414614
#> 19 0.067078395 0.0565149242 -0.110478981 -0.0391099409 -0.014056039
#> 20 -0.093095664 0.0758967392 0.080482535 -0.0122460339 -0.107412766
#> 21 -0.118376438 -0.0334260368 0.110555013 0.0327903665 -0.044126237
#> 22 0.002565972 -0.0207187400 0.001566197 0.1637394529 -0.025573062
#> 23 0.117252221 -0.0996906628 -0.007765813 -0.0111121469 0.098944453
#> 24 -0.063512960 0.2445002579 -0.002098943 0.0196461354 -0.059666322
#> 25 0.023424026 -0.0087994418 0.128724420 0.0702960411 -0.046213697
#> 26 0.053136427 -0.0533854364 0.092109392 -0.1203700079 -0.098487183
#> 27 0.012836864 -0.0292962071 -0.068860702 -0.0997840329 0.048652886
#> 28 0.010145816 -0.0315513510 -0.125316560 0.0035377459 0.142483622
#> 29 -0.036645582 -0.0097982916 0.192996303 -0.0376838873 -0.134413115
#> 30 -0.034022678 -0.0080236410 0.214558960 -0.0987311979 -0.050752757
#> 31 0.071076131 0.0656431607 0.003902120 0.0950739851 -0.012049070
#> 32 -0.010341184 -0.1430022892 -0.027004297 -0.0136558067 -0.051757676
#> 33 -0.031357655 -0.1126379990 0.054054197 0.0763945526 -0.097478669
#> 34 0.179762076 -0.0488919387 -0.056100832 -0.0925491977 -0.048783762
#> 35 -0.071396119 -0.0937704154 -0.151308608 -0.0626915172 0.047597027
#> 36 0.584600920 -0.0693546311 -0.049863376 -0.0561135618 0.012405032
#> 37 -0.105220136 0.6204664250 0.001310301 0.0903184325 -0.056252268
#> 38 -0.073512567 0.1288974959 0.111736991 -0.0077048045 -0.059354121
#> 39 -0.084275784 0.0027633979 0.619013328 -0.0114310951 -0.113108392
#> 40 -0.083884622 0.0984128778 -0.004789747 0.6123719797 0.007690244
#> 41 -0.109119074 -0.0219818306 -0.010332661 0.0577472877 -0.065618610
#> 42 -0.037799193 -0.0705909876 -0.128900209 -0.0147429208 0.634805145
#> 43 -0.018328367 -0.0262461753 0.003390345 0.0032064207 -0.067837516
#> 44 -0.076786863 -0.0166890851 0.124517971 0.1391626826 -0.115227641
#> 45 -0.078228227 -0.0151948466 0.155943873 -0.0994179757 -0.102189706
#> 46 -0.010027289 0.0917802021 0.006687189 0.0323451506 0.056534030
#> 47 -0.037448916 -0.0017470092 0.080010752 -0.0756174980 -0.036775353
#> 48 -0.127370693 -0.0249292982 -0.063393792 -0.1085671764 0.009987492
#> 49 -0.064060239 0.0382681493 0.089261789 0.0116182281 0.095737225
#> 50 0.165674118 -0.1589006877 -0.056838741 -0.1331891014 0.081635238
#> 51 0.038446741 -0.0876910849 -0.124451679 -0.0877144747 0.015030106
#> 52 -0.083524231 -0.0302806469 -0.076265600 0.0855566242 0.058619565
#> 53 -0.044576549 -0.0176123971 0.023424334 0.1441700797 0.071501901
#> 54 -0.008242590 0.0431710656 0.022651139 -0.0776973028 -0.024817876
#> 55 -0.038559100 0.0620203679 0.012037292 0.0463454688 -0.005972847
#> 56 -0.068921300 -0.0736979978 -0.041047348 -0.0579064302 0.045135254
#> 57 0.031040481 -0.0610959400 0.012413554 -0.0437334831 -0.012141093
#> 58 -0.045673879 -0.0132169810 0.215361894 -0.0750865883 -0.104794296
#> 59 -0.055737477 0.0964440792 0.026927536 -0.0774902671 -0.047139408
#> 60 0.095405071 -0.0336176813 0.009194136 -0.0609464027 0.044831925
#> 61 0.045592094 0.0571278241 -0.114986205 -0.1078128764 0.035556032
#> 62 0.144043499 -0.0687444842 -0.080489127 -0.0324469484 0.103550824
#> 63 -0.076380742 0.0267486965 -0.155562991 0.0956748578 0.061105773
#> 64 0.025572822 -0.0646285714 -0.082318667 0.0003098291 -0.044689459
#> 65 0.012520011 -0.0630193358 -0.056855605 -0.0691442380 0.097482855
#> 66 0.303191344 -0.0707619467 -0.074570069 -0.0483794051 -0.023414007
#> 67 0.014945633 -0.0343163644 -0.077769685 -0.0543393379 0.002684586
#> 68 -0.043962925 0.0447064108 0.021428990 0.0204118642 0.014784487
#> 69 0.106111307 0.0688174226 -0.094974873 -0.0419583473 0.025278965
#> 70 -0.047795075 0.0220033850 -0.037881188 0.0609673864 0.040274204
#> 71 -0.014126584 0.0050369449 -0.047312889 0.0715369133 -0.042130081
#> 72 0.068873555 0.0643115177 -0.017926861 0.0104631328 -0.046863397
#> 73 0.038895234 -0.0743037805 -0.075449604 -0.1330948101 0.025478632
#> 74 0.045559397 0.0098244152 -0.088056055 -0.0560166982 -0.091215753
#> 75 -0.070946545 0.0428878127 -0.111441414 0.1077359252 0.057720786
#> 76 -0.021767480 0.1189150214 -0.039966911 -0.0269655908 0.068892015
#> 77 0.122278707 -0.1085720228 -0.102425870 -0.0118565763 -0.042289778
#> 78 0.178714900 0.0316215422 -0.071590386 0.1160920478 -0.103584455
#> 79 0.079928812 0.0053554484 -0.049813144 -0.0590639684 -0.115170285
#> 80 -0.045677127 -0.0443733492 0.222804342 0.1237064134 -0.103236530
#> 43 44 45 46 48
#> 1 -0.041336651 -0.001444809 -0.0752394018 -0.069390936 -0.0844806335
#> 2 -0.045904161 0.071946959 -0.0407055419 -0.166368254 0.0513201724
#> 3 -0.034491958 0.035688193 -0.0444762717 -0.016611819 -0.0331936401
#> 4 0.010129888 -0.051634419 -0.0521016393 -0.035227988 0.1562470913
#> 5 -0.003356596 -0.067522922 -0.1362848418 0.223179676 -0.0036803102
#> 6 -0.043591363 0.087434013 0.0222767868 0.160977321 0.0711316731
#> 7 -0.005848642 -0.050712540 0.0398511491 -0.019065253 -0.0300175756
#> 8 -0.098453592 -0.116706978 -0.0466829214 0.124059215 0.0375134071
#> 9 -0.117001862 0.100656582 0.1975190692 -0.155036635 0.0511461317
#> 10 0.005777680 0.006162412 -0.1482652987 -0.084376173 -0.0092002177
#> 11 -0.049955614 -0.129937613 0.0192298986 0.048989850 -0.0030425895
#> 12 0.141008531 -0.034690883 0.0304034109 0.112449632 -0.0639763982
#> 13 -0.017563927 -0.074057688 -0.0424910730 -0.063566314 0.0060989663
#> 14 0.026503140 0.000430215 0.0397436891 0.049246164 -0.1090747553
#> 15 -0.032402142 -0.055674800 0.0104941707 -0.152475636 -0.0033937339
#> 16 -0.041835152 -0.021552165 -0.0969374721 0.064567757 -0.0507452480
#> 17 0.049665116 -0.017906862 0.1754081341 -0.049475844 -0.0368566192
#> 18 -0.018040678 0.001938670 0.1043904174 0.035444684 0.0273890963
#> 19 -0.048550243 -0.109574350 0.0763796189 -0.120883334 0.0006086564
#> 20 0.035436819 -0.014691272 0.2519241284 -0.058861027 -0.0531981745
#> 21 0.119096015 0.073758696 -0.1047029787 0.007649175 -0.0621061562
#> 22 0.095551892 0.066536479 -0.0532005388 0.035037634 -0.0446992586
#> 23 -0.005712980 0.047788317 -0.0369923783 -0.024611335 -0.0547357749
#> 24 -0.068078122 -0.023594161 -0.0690083496 0.019232443 -0.0545263749
#> 25 0.037779306 0.013267985 0.0438943145 0.100716903 -0.0868962924
#> 26 0.105541152 0.070950222 0.1252424477 -0.011101770 -0.0206770800
#> 27 -0.061082011 -0.028265370 -0.0515486173 0.003006734 0.0288638833
#> 28 -0.092931091 0.009400782 -0.0830072016 -0.034569239 -0.0418432199
#> 29 0.005197623 0.139862276 0.1805081981 -0.139275069 -0.0517042463
#> 30 0.124795556 -0.046522077 -0.0024484758 0.020322449 0.0399308403
#> 31 0.014453191 0.143577746 -0.0939359804 -0.046944436 -0.0248237847
#> 32 0.218595694 -0.029651747 -0.1708492744 -0.036633069 -0.0512937111
#> 33 0.072520761 0.161665496 0.0329837282 -0.130332853 -0.0526315182
#> 34 -0.067025026 -0.127588145 0.0873458620 -0.078229249 -0.0611642824
#> 35 -0.098691532 -0.036412945 -0.1839063278 0.008885944 -0.1106668293
#> 36 0.008843089 -0.030358042 -0.0456628861 0.023846030 -0.0646753191
#> 37 -0.034940224 -0.006125770 -0.0184950114 0.089788017 0.0019005707
#> 38 0.082966400 0.051511272 0.0651016485 0.008463356 -0.0040751752
#> 39 -0.003850607 0.136534383 0.1540968047 0.006148101 -0.0351108258
#> 40 0.002606817 0.157820443 -0.0946236952 0.038447411 -0.0736428622
#> 41 0.069380275 0.131409085 0.0463063483 -0.056448213 0.0892600178
#> 42 -0.090870285 -0.119003046 -0.1198285910 0.040203125 0.0224786408
#> 43 0.611772376 -0.001335008 -0.0567956272 0.002419808 -0.0481360623
#> 44 -0.020592372 0.631029740 0.0141829202 -0.049509343 -0.0057326738
#> 45 -0.062189512 0.028046400 0.6171662603 -0.107627674 0.0732469407
#> 46 -0.004282056 -0.036953842 -0.1089356534 0.618474240 -0.0028712225
#> 47 -0.048794788 0.037947311 0.0814996386 -0.001582756 0.0463466981
#> 48 -0.083659980 -0.021999228 0.0431169070 -0.031693277 0.6472962940
#> 49 -0.085003842 0.003976445 -0.0830284836 0.198711201 -0.0011329626
#> 50 -0.096229408 -0.119286047 -0.0265415709 -0.023054143 -0.0099155373
#> 51 0.052534774 -0.091161506 -0.0161285115 -0.085416196 0.0835840040
#> 52 -0.132090068 0.087325823 -0.0919865674 -0.082466002 0.0526606024
#> 53 -0.120585432 0.152591124 0.0776460999 -0.123738390 0.0546356597
#> 54 0.131071996 0.037417416 -0.0264500288 0.050336527 0.0737426193
#> 55 -0.090852942 0.065007208 -0.0180112512 0.031581889 0.0312308019
#> 56 0.066855124 -0.034831921 -0.0546075297 -0.042543676 -0.0617476213
#> 57 0.088690657 -0.082695819 -0.0397026357 -0.091731673 -0.1032932422
#> 58 0.003418046 0.012712296 0.0892682345 -0.024010339 0.0271988334
#> 59 0.114279055 -0.001359802 -0.0024354280 0.143014359 -0.0264549617
#> 60 0.061904462 -0.118936841 -0.0575833256 0.080539089 -0.0987788491
#> 61 -0.067483282 -0.131651998 -0.0084332675 -0.030803308 -0.0515858365
#> 62 0.005408273 -0.037844298 -0.0694872005 -0.066166081 0.0204889468
#> 63 -0.167963898 -0.070860810 -0.1100426763 -0.043775360 -0.0294866720
#> 64 -0.080734155 0.082301520 -0.0680906345 -0.021979936 0.0869865285
#> 65 -0.140919691 -0.039133302 0.0704714856 -0.086534314 0.1407508562
#> 66 -0.006833634 -0.028265546 0.0001715375 -0.025822563 -0.0834207333
#> 67 0.066350889 -0.124040009 -0.0012510573 0.004438043 -0.0567881898
#> 68 -0.033417749 -0.121097174 0.0351711273 -0.036239848 -0.0517958601
#> 69 -0.016128650 -0.111018900 -0.0256199358 -0.034866445 -0.0157751151
#> 70 -0.071026485 -0.021688010 0.0518492045 -0.002384757 0.0651463930
#> 71 0.120491228 0.027991011 -0.1285217753 0.095586352 0.0373562475
#> 72 -0.096915543 -0.065701779 0.1411447549 -0.012986574 -0.0865424310
#> 73 -0.038086129 -0.053986170 0.0097474169 -0.077602314 0.0606301742
#> 74 0.095160418 -0.043726343 0.0016973907 0.019961773 0.1022087869
#> 75 -0.095509848 -0.064427268 -0.0353914724 -0.003259778 0.0908999375
#> 76 -0.050902918 -0.106932801 -0.1166492851 0.334840491 -0.0125541820
#> 77 0.040274921 -0.052292229 -0.0376151871 -0.085820512 0.0040320181
#> 78 -0.000519966 -0.023529883 -0.0674661722 0.015606135 -0.0852152964
#> 79 0.044292736 -0.067897522 0.0739051786 -0.049487390 -0.0639254033
#> 80 0.003882907 0.191596138 0.0520320633 -0.025584435 -0.0110460306
#> 50 51 52 53 54
#> 1 0.024638071 1.688345e-02 -0.0549513243 0.0872825144 -0.123684835
#> 2 -0.010026010 3.986254e-02 0.1486832455 0.0098079768 0.070700534
#> 3 -0.042451622 -3.566144e-02 0.1185451573 0.0049373827 0.007046439
#> 4 0.066557130 1.738973e-01 -0.0605692182 -0.0800431437 0.075968464
#> 5 -0.016100448 -3.297167e-02 0.0299515361 -0.0815775269 0.029023626
#> 6 -0.110502304 -9.960911e-02 -0.0498655687 -0.0476907776 0.020113448
#> 7 0.027837444 -5.770716e-02 -0.1553597454 -0.0861947656 -0.073390457
#> 8 -0.010699887 -6.245154e-02 0.0218773945 -0.0825319791 -0.006936151
#> 9 -0.026700007 6.071535e-02 0.1216717724 0.3282506393 -0.122269980
#> 10 0.059014020 2.861930e-02 -0.0034898413 -0.0829380316 0.189542422
#> 11 0.009141584 -6.992734e-02 -0.1378331041 -0.1205260001 -0.090150070
#> 12 -0.004007148 -3.267907e-02 -0.1729110569 -0.0983815401 -0.031883442
#> 13 0.020763982 8.128611e-02 0.1191981443 0.0447384857 -0.072468592
#> 14 -0.104056642 -1.385364e-01 -0.0669453689 -0.1103253473 0.014626327
#> 15 0.036673713 1.602163e-01 0.0632510447 0.2178768000 -0.116644070
#> 16 -0.103692288 -1.024610e-01 0.1292180873 -0.0206208633 -0.032502550
#> 17 -0.032796605 -9.026459e-03 -0.0424952604 -0.0248003968 -0.028903706
#> 18 0.003390006 2.647961e-02 -0.0471352926 0.0697529752 -0.007243678
#> 19 0.003602589 1.690636e-01 -0.0515672074 0.0816007336 -0.072421045
#> 20 -0.089134980 -7.203697e-02 -0.1229129799 -0.0679015577 -0.064457105
#> 21 -0.023720904 -5.976001e-02 0.0316148139 -0.0648623411 0.088591758
#> 22 -0.119140244 -1.213588e-01 0.0618612638 -0.0007863425 -0.086354507
#> 23 0.084654809 -4.375224e-02 0.1350226249 0.0366476187 0.059072693
#> 24 -0.129231616 -1.606597e-01 -0.0378060624 -0.1062038898 -0.024233127
#> 25 -0.085561794 -1.021020e-01 -0.0959134272 -0.0370940322 -0.090621988
#> 26 -0.037941767 -6.606242e-02 -0.1592556599 -0.1121906109 0.064112632
#> 27 -0.027959341 -2.861825e-02 0.0386184488 0.0406054139 -0.021970025
#> 28 -0.120144455 -9.735427e-02 0.0388347535 0.0881561435 -0.121821671
#> 29 -0.118635349 -4.731430e-02 -0.0577211381 0.1058270952 0.020377705
#> 30 -0.021580138 -6.696240e-02 -0.1370844205 -0.1184723947 0.082256356
#> 31 -0.092678719 -1.006287e-01 0.1417588526 0.0671562778 -0.011496202
#> 32 -0.028982693 -4.551182e-02 -0.0818918354 -0.1554336650 0.032286899
#> 33 -0.012483466 1.256234e-01 0.0710551440 0.1268745002 -0.010241485
#> 34 0.089311187 1.795202e-02 -0.0877216444 -0.0185861880 -0.039366927
#> 35 -0.056225566 -7.221676e-02 -0.0145972766 -0.0639789148 -0.061689466
#> 36 0.201048407 5.756746e-02 -0.0420328958 -0.0276301641 0.005478590
#> 37 -0.159391904 -1.044359e-01 -0.0246548172 -0.0365315178 0.021026740
#> 38 -0.124350642 -7.875834e-02 -0.1037975689 0.0552529015 -0.039765465
#> 39 -0.055876860 -1.397434e-01 -0.0691866735 0.0059583102 0.001959910
#> 40 -0.125585872 -9.636482e-02 0.0992768992 0.1333454043 -0.091747183
#> 41 -0.099098671 4.254189e-02 -0.0790307207 0.0564982036 0.048213034
#> 42 0.066805302 -1.605340e-02 0.0499066751 0.0382440605 -0.061300922
#> 43 -0.088026575 4.448403e-02 -0.1177701893 -0.1308105037 0.117621720
#> 44 -0.130340578 -1.184696e-01 0.0823883377 0.1231086880 0.004709776
#> 45 -0.023732622 -2.957314e-02 -0.0830605730 0.0620271440 -0.045294190
#> 46 -0.021553174 -1.001688e-01 -0.0748479871 -0.1406653257 0.030184387
#> 47 0.047637418 -4.030629e-02 0.0393925259 -0.0031614352 0.009207337
#> 48 -0.037236622 4.000935e-02 0.0314565632 0.0088866701 0.024768425
#> 49 0.024926732 -7.937069e-02 0.0668439509 0.0261173334 -0.012429432
#> 50 0.619975209 1.737369e-01 -0.0737393238 -0.0300822977 -0.008782350
#> 51 0.189990476 6.037216e-01 -0.0838932192 0.0145914212 0.020261920
#> 52 -0.079856370 -1.062638e-01 0.6260922547 0.1061068197 -0.026402008
#> 53 -0.011654393 1.676575e-02 0.1306517701 0.6015473043 -0.106090886
#> 54 0.012870760 2.566146e-02 0.0013681471 -0.1028656808 0.598322099
#> 55 0.061794112 -2.589083e-02 0.1608736530 0.0582849672 0.190972704
#> 56 0.066840744 1.650385e-01 -0.0864672499 -0.0120956855 -0.026532489
#> 57 0.050733704 1.404701e-01 -0.0715728200 -0.0309077964 -0.046004386
#> 58 0.084570311 -2.769883e-05 -0.0361496623 -0.0668377499 0.260004476
#> 59 -0.062929715 -6.219026e-02 -0.2097700770 -0.1230354998 0.041141453
#> 60 0.091466170 2.819580e-02 -0.1332073838 -0.0860571050 -0.009132341
#> 61 0.052900539 1.963192e-03 -0.0740201955 -0.0698265899 0.032363082
#> 62 0.188015810 1.448573e-01 0.1382779322 0.0840753035 0.052243960
#> 63 -0.085638267 -1.146993e-01 0.0881519550 0.0198870932 -0.122596232
#> 64 -0.016513851 -9.388430e-03 0.2436806380 0.0165525427 -0.032936118
#> 65 0.187437095 1.152276e-01 0.1302855364 0.1017510805 0.084822115
#> 66 0.083323868 -6.847173e-03 -0.0336805223 -0.0763935917 0.014852108
#> 67 -0.018375974 1.922077e-02 -0.0966505853 -0.0828476938 -0.094069522
#> 68 0.008996354 -3.145889e-02 -0.0034049261 -0.0247187212 -0.101925677
#> 69 0.103100538 1.188906e-01 0.0112926487 -0.0498982146 0.073454567
#> 70 -0.046554244 2.941422e-03 -0.0219168351 0.0334620111 -0.057332425
#> 71 0.016692241 5.963697e-02 -0.1044223825 -0.0655505074 0.006406103
#> 72 -0.025472208 -5.465598e-02 -0.1165919448 0.0754139256 -0.077250241
#> 73 0.073217163 4.587248e-02 0.1410592739 -0.0352553522 0.056504734
#> 74 0.049481408 1.894665e-01 -0.0448337654 -0.0948928440 0.085528697
#> 75 -0.052746021 1.065245e-02 0.1796710445 0.1037353999 -0.068462198
#> 76 0.002803726 -7.942174e-02 -0.0312818572 -0.1269313071 -0.021457141
#> 77 0.070343751 9.567297e-02 -0.0008901407 -0.0359924604 -0.023721815
#> 78 -0.017216101 3.235487e-03 0.0014934338 0.0016043616 -0.088799408
#> 79 -0.003372470 4.832600e-02 -0.0755248495 -0.0996816708 0.006290087
#> 80 -0.070579243 -7.529725e-02 0.0371010753 0.0978445208 -0.067273821
#> 55 56 57 58 59
#> 1 -0.062100680 0.1508744426 0.1182290018 -0.125255519 0.0112603014
#> 2 0.112319085 -0.0489900800 -0.0055292732 0.078618856 -0.1358512716
#> 3 0.104392052 -0.0048943229 -0.0375283028 -0.099179574 -0.0478391394
#> 4 0.046806872 0.1057466083 -0.0151876293 -0.012352169 -0.0075846015
#> 5 0.049094867 -0.0444954013 -0.0374987183 -0.073239517 0.0215174665
#> 6 -0.076781368 -0.1063513944 -0.1037514138 0.079356702 0.0278776226
#> 7 -0.095402403 0.0462646355 -0.0249182406 0.010025836 0.2200984355
#> 8 -0.028293289 -0.0993958221 -0.1249162078 -0.099948223 0.0294192524
#> 9 0.019423521 0.0066342646 0.0154752671 -0.058729219 -0.1187212644
#> 10 0.026090466 0.0246497910 -0.0402275044 0.069665372 -0.0174213383
#> 11 -0.186238504 -0.0980966560 -0.1216121342 -0.069961189 0.0838251844
#> 12 -0.151960080 -0.0014097697 -0.0353605547 0.005744452 0.1619514123
#> 13 -0.093440362 -0.0856587607 -0.0806684648 -0.055502680 -0.1372641024
#> 14 0.021392316 -0.1006384076 0.0033468960 0.150458251 0.0645514998
#> 15 -0.079761431 0.0860341074 0.0115512465 -0.129368389 -0.0979946623
#> 16 0.070266411 -0.0317771917 0.0139197729 -0.061434916 -0.0976541371
#> 17 -0.097137384 -0.0495906608 0.0313123628 0.040552687 -0.0802684181
#> 18 0.040574944 0.1232692434 0.1386764171 -0.038097154 0.0215937824
#> 19 -0.032688495 -0.0237162988 0.0655437547 -0.046676250 -0.0895592263
#> 20 -0.094197863 0.0491177768 0.0559867707 0.057199423 0.1343217132
#> 21 0.158064528 0.1554001392 0.0720036215 0.019751132 0.0342806125
#> 22 -0.104467659 -0.1355907132 -0.1070251116 -0.110161028 -0.0232100359
#> 23 0.114863174 0.0441845640 -0.0280496968 -0.026351458 -0.1007047802
#> 24 0.015764677 -0.0353294817 0.0064899821 -0.026983580 0.0918510396
#> 25 -0.117435630 -0.0578237253 -0.0183652000 -0.018568499 0.0837333204
#> 26 -0.130436839 -0.0220351615 -0.0530785066 0.022791245 0.1580151182
#> 27 -0.077208078 -0.1251533294 -0.1726530229 -0.093160943 -0.0698042303
#> 28 -0.078366928 -0.0675944605 -0.1247193112 -0.213510793 -0.0381706456
#> 29 -0.033592843 -0.0368114051 0.0054224602 0.054977037 -0.0623284992
#> 30 -0.065992542 -0.0569648397 -0.0166243699 0.075079958 0.1198350994
#> 31 0.074372275 -0.0577687832 -0.0534247180 -0.050610270 -0.0215069845
#> 32 -0.116454930 0.0009201591 0.0505636212 0.003096670 -0.0096222933
#> 33 0.011456415 0.0996838967 0.1686215020 0.102949452 -0.1328195615
#> 34 -0.016409821 -0.0489138867 0.1289268308 0.083893740 -0.0656444456
#> 35 -0.074653701 0.0168978632 -0.0483119313 -0.095094987 -0.0916885055
#> 36 -0.029377106 -0.0356969508 0.0533270407 -0.027787123 -0.0083982097
#> 37 0.035336857 -0.0763391541 -0.0746748851 -0.031195731 0.1079178411
#> 38 -0.076188020 -0.0026804620 0.0038966947 -0.034226829 0.0889656210
#> 39 -0.013193122 -0.0422354074 0.0002877053 0.198836241 0.0398543950
#> 40 0.027756403 -0.0524531412 -0.0492179829 -0.084970893 -0.0579220598
#> 41 0.020562434 -0.0052998706 -0.0717813186 -0.035608850 0.0982747595
#> 42 -0.046995078 0.0281553778 -0.0400587582 -0.137111766 -0.0500043662
#> 43 -0.108842404 0.0729080164 0.0838057612 -0.005866655 0.1344468661
#> 44 0.027760382 -0.0480363924 -0.1068380790 -0.015829769 -0.0004493556
#> 45 -0.041394598 -0.0539485213 -0.0499814161 0.074589649 0.0123384987
#> 46 0.006890563 -0.0431926475 -0.1033184324 -0.039996903 0.1564803064
#> 47 0.057054876 0.0210885307 -0.0082732914 -0.013799479 0.0220251848
#> 48 -0.022282578 -0.0912186465 -0.1437020563 -0.017609785 -0.0418110687
#> 49 0.046277470 -0.0424734559 -0.1006004488 -0.001430734 -0.0469467052
#> 50 0.035601817 0.0646908041 0.0376459745 0.067082777 -0.0509647368
#> 51 -0.035829554 0.1791421360 0.1436359555 -0.001261660 -0.0339717108
#> 52 0.128564312 -0.0947342359 -0.0907775949 -0.059754242 -0.2039221448
#> 53 0.050520577 0.0041822789 -0.0255676208 -0.065897379 -0.0926426171
#> 54 0.186433518 -0.0070293195 -0.0374390060 0.264170052 0.0747595406
#> 55 0.593782914 0.0205221882 -0.0106892249 0.129583744 -0.0584463619
#> 56 -0.003520167 0.6178252687 0.2414502998 -0.048970615 0.0301152349
#> 57 -0.023793791 0.2523880886 0.6068874799 0.050435415 -0.0596728763
#> 58 0.120878982 -0.0336330214 0.0548352202 0.602487675 0.0072510473
#> 59 -0.096603635 0.0160003167 -0.0847255833 -0.022201464 0.6319401869
#> 60 -0.042307058 0.0332809316 0.0889725902 0.087115471 0.0636792183
#> 61 -0.034037575 -0.0249082519 -0.0193879087 -0.013890604 0.0064926221
#> 62 0.021986182 0.0347368870 0.0035266130 0.006434769 -0.1056950299
#> 63 0.005201559 -0.0705136203 -0.1526783664 -0.125355978 -0.1121640209
#> 64 0.069519875 -0.0692112474 -0.0637578262 -0.095651929 -0.1262281268
#> 65 0.212267760 0.0271184084 -0.0022530886 0.041208129 -0.1092770337
#> 66 -0.019945881 0.0026036335 0.0089360622 -0.026045240 -0.0080002036
#> 67 -0.089615174 0.0763717092 0.0843349800 -0.127897118 0.0167624247
#> 68 -0.024868706 0.0358839155 0.0463639008 -0.032421261 -0.0133413067
#> 69 0.080863702 0.0128967225 0.0662348504 0.027584784 0.0025979779
#> 70 -0.046721910 -0.0222998438 0.0234067169 0.022616836 0.0045148731
#> 71 -0.058924045 -0.0164546558 -0.1080449019 -0.051436573 0.1282970416
#> 72 0.019462671 -0.1074004687 -0.0409896369 -0.040234010 0.0507963882
#> 73 -0.010268689 -0.0291625533 -0.0565489921 0.061754169 -0.1215468751
#> 74 0.023853801 0.0268140045 0.0350265323 0.038997689 0.0269225598
#> 75 0.069138691 -0.0700680586 -0.0311109548 -0.031194493 -0.0744617787
#> 76 -0.004654738 -0.0555103217 -0.0830593558 -0.050703486 0.0462943770
#> 77 -0.056518322 -0.0215322475 0.0252406305 0.067081783 -0.0897656240
#> 78 0.025435812 -0.0243061674 0.1136439148 -0.052939547 -0.0637564685
#> 79 -0.064336847 0.0367675454 0.1400558488 0.146247644 -0.0127502083
#> 80 0.033207066 0.0062849597 0.0573427628 0.055088833 -0.0270617936
#> 60 61 62 63 64
#> 1 -0.0998402652 -0.138333810 -0.055660379 -0.0675952507 0.0387551536
#> 2 -0.1427259079 -0.082477819 0.032184010 -0.0808991176 0.1273413362
#> 3 -0.0288762708 0.036512366 -0.003641539 0.1166070151 0.0957343182
#> 4 -0.0355782179 0.021898696 0.023483886 0.0265024089 -0.0129039707
#> 5 -0.0262045389 -0.039247770 -0.035201832 0.0612454436 0.1484460567
#> 6 0.0533193216 -0.071703978 -0.111266393 -0.0503250750 -0.0337436198
#> 7 0.0672544345 0.077197301 -0.116207303 -0.0041263194 -0.1509905502
#> 8 -0.0553420844 0.081471577 -0.072996636 0.1946667364 -0.0225237377
#> 9 -0.1187992336 -0.049356224 0.021548953 0.0304683766 0.0599181936
#> 10 -0.0954393585 -0.083145869 0.021603208 -0.1461050217 -0.0547554941
#> 11 -0.0252994929 0.020909613 -0.101724642 0.0010379860 -0.1463134212
#> 12 0.2138525712 0.035446875 -0.003955005 -0.0370746136 -0.0937794414
#> 13 -0.0067342316 -0.039567049 0.218674335 -0.0175739260 0.0698440384
#> 14 0.1097473572 0.007682486 -0.086608290 -0.0570525462 -0.0199684074
#> 15 -0.0300737757 -0.031587938 0.115635824 0.0878775013 -0.0218191883
#> 16 -0.1401440039 -0.145208068 -0.109604570 0.0313567822 0.1225493385
#> 17 -0.0010182853 0.020744481 0.018965034 -0.1215701172 0.0134389395
#> 18 -0.0361742022 -0.087032212 -0.071366370 -0.1011376986 0.0446544815
#> 19 0.0840030906 0.188969073 0.080978605 0.0258657833 -0.0716612294
#> 20 -0.0207873577 0.045097878 -0.150949238 -0.0326035849 -0.1157879444
#> 21 -0.0488167455 -0.113088929 -0.064446947 -0.0921390188 0.0115901388
#> 22 -0.0684003512 -0.131456583 0.018400166 -0.0192457409 0.1348983669
#> 23 0.0640314099 0.091711821 0.185207022 0.0069703821 0.0205042653
#> 24 -0.0624608372 0.048620255 -0.150262206 0.0660239388 -0.0468321914
#> 25 0.1765190541 -0.030912021 -0.087928328 -0.0615730133 -0.0864537945
#> 26 0.0087308977 0.029232751 -0.103886985 -0.1330330015 -0.1042509481
#> 27 -0.0099685017 0.032771978 0.185198693 0.0031222438 0.0315143966
#> 28 -0.0807597049 0.033177148 -0.053178776 0.1275594479 0.0300364173
#> 29 -0.0407394891 -0.043869147 -0.104006632 -0.0855010096 -0.0783994400
#> 30 0.0432085974 -0.005250103 -0.102479619 -0.1582119562 -0.1059336449
#> 31 -0.0159966693 -0.074634309 0.060486537 0.1213151751 0.1282907948
#> 32 -0.0032748886 -0.106120843 -0.025557133 -0.1269474362 -0.1008611785
#> 33 -0.0436656624 -0.113111634 0.035186973 -0.0872128327 -0.0269023078
#> 34 0.0672008331 0.123357169 0.015353888 -0.0106213486 -0.0387836763
#> 35 -0.0758164469 -0.055925561 -0.079829199 0.0925803488 -0.0171792727
#> 36 0.1068869325 0.075147328 0.140107578 -0.0086620715 0.0528734687
#> 37 -0.0580013252 0.050817553 -0.108545910 0.0586018616 -0.0731934296
#> 38 0.0425657526 0.006777118 -0.086024055 -0.0797119598 -0.1168427644
#> 39 -0.0137364115 -0.119843379 -0.118837456 -0.1222567287 -0.0894304282
#> 40 -0.0772356012 -0.106028702 -0.064153929 0.1356224682 -0.0001605838
#> 41 -0.0578971676 -0.032082227 -0.041916108 -0.0275477504 -0.0343807735
#> 42 0.0061095611 0.014907041 0.049410678 0.0786202187 -0.0675930365
#> 43 0.0462148671 -0.065099504 -0.025699104 -0.1274166834 -0.0806049636
#> 44 -0.1538838002 -0.148525584 -0.088209039 -0.0495709602 0.0631733469
#> 45 -0.0786668047 -0.011443374 -0.105988462 -0.0748893464 -0.0733553279
#> 46 0.0581476308 -0.035121394 -0.103975322 -0.0099300091 -0.0285526092
#> 47 -0.0835154379 -0.003639838 -0.041218706 -0.0392283549 0.1099467822
#> 48 -0.1499923618 -0.084725977 -0.046142348 -0.0244633758 0.0515918014
#> 49 -0.0263706842 -0.091326912 0.045333401 0.0173261308 0.0545225357
#> 50 0.0675737418 0.047081484 0.148705600 -0.0532938859 -0.0245874931
#> 51 0.0205569437 0.012397709 0.121800675 -0.0661013707 -0.0012084997
#> 52 -0.1632168573 -0.085956296 0.092850676 0.1143792904 0.2294899501
#> 53 -0.0915216281 -0.057217740 0.063192998 0.0706593790 0.0269068053
#> 54 -0.0113716593 0.048197137 0.034586859 -0.0685987413 -0.0193566503
#> 55 -0.0400071907 -0.013664335 0.008868267 0.0637382353 0.0876385283
#> 56 0.0115384441 -0.028577367 -0.002423383 -0.0360192989 -0.0751349493
#> 57 0.0781678915 -0.012119235 -0.022695868 -0.1072462562 -0.0587437392
#> 58 0.0807105771 -0.002222125 -0.015387907 -0.0755240630 -0.0862380372
#> 59 0.0278218126 -0.011291411 -0.156970218 -0.0917846177 -0.1462667468
#> 60 0.5960827812 0.158275318 0.047769101 -0.0164409360 -0.1503071754
#> 61 0.1402019457 0.614156154 0.037103489 0.0356604114 -0.1172581135
#> 62 0.0631868833 0.070594644 0.580664999 0.0083826063 0.1244517972
#> 63 -0.0726777450 -0.002503025 -0.063271985 0.6523195901 -0.0398352191
#> 64 -0.1661259611 -0.115003526 0.093215229 0.0005828042 0.6119015669
#> 65 -0.0964551416 0.056353352 0.090833685 0.0374268862 0.1160891999
#> 66 0.0649375694 0.092407454 0.076232643 0.0070437690 -0.0183836242
#> 67 0.1032750333 0.092860798 -0.014674882 -0.0573315836 -0.0231892840
#> 68 -0.0241188171 -0.003499797 -0.076896303 0.1152621413 -0.0483193650
#> 69 -0.0094403700 0.154866855 0.063876349 0.0501769084 0.0732466016
#> 70 0.0367621131 -0.001970344 -0.061004433 0.0142017451 -0.0694107136
#> 71 -0.0080034231 -0.081195504 -0.026061437 -0.0057581004 -0.0628400465
#> 72 0.0206098003 0.075189384 -0.131028256 0.0589304241 -0.1032001579
#> 73 -0.0053110025 0.042319523 0.249454382 -0.0270978609 0.0798176334
#> 74 0.0223607829 0.038041640 0.045123260 -0.0784066565 0.0481196597
#> 75 -0.0521582120 -0.042181621 0.042068904 0.1658534556 0.1147525557
#> 76 -0.0001820592 -0.017466591 -0.086266711 0.0774957946 -0.0026903210
#> 77 0.1810477857 0.088490402 0.180802199 -0.0016253180 -0.0196413921
#> 78 0.0275404813 -0.031778944 -0.011947803 0.0363345683 0.0635970167
#> 79 0.1043416558 0.183814397 -0.004079932 -0.0055906592 -0.0635937300
#> 80 -0.0416823692 -0.170982138 -0.050730533 -0.0467730420 0.0585271478
#> 65 66 67 68 69
#> 1 -0.003905825 -0.0406019083 -1.070054e-02 0.0664469376 0.0449845417
#> 2 0.109291349 -0.0374442050 -6.410757e-02 -0.0869710686 0.0223841939
#> 3 0.064386433 0.1915705719 9.519141e-02 0.0205616304 0.1075529812
#> 4 0.094494531 -0.0113623363 4.158237e-02 -0.0657702435 0.0056639809
#> 5 -0.045724163 -0.0488239555 -4.303647e-02 0.0772283600 0.1557497804
#> 6 -0.086171543 -0.0861734561 -1.106907e-01 -0.1099996666 -0.1613464453
#> 7 -0.057921088 -0.0399466112 2.640099e-03 0.1124564006 0.0611908247
#> 8 0.077363707 0.0362713988 7.287294e-05 0.0252601979 0.0594594180
#> 9 0.148713160 0.0034342113 -2.520056e-02 0.1162518603 0.0234426459
#> 10 -0.008584061 0.0077949422 -1.253744e-01 -0.0876570681 0.0135278533
#> 11 -0.057357687 -0.0575340563 -9.050279e-02 -0.0025117838 -0.0564817063
#> 12 -0.147801186 0.0385285143 1.441671e-01 -0.0537612761 -0.0977200613
#> 13 -0.040303830 -0.0735780315 -3.810756e-02 -0.0749310712 -0.0581344069
#> 14 -0.083754714 0.0490725683 6.165600e-02 0.0092763228 0.0040051195
#> 15 0.051718608 -0.0239952029 1.573107e-02 0.0927466526 -0.0038488298
#> 16 0.002248257 -0.1275121907 -5.839698e-02 0.1088953579 -0.0310312222
#> 17 -0.041059540 -0.0773219113 5.300645e-02 -0.0227722805 -0.0657565517
#> 18 0.099568630 -0.0882655049 1.209182e-01 0.0336103817 -0.0553100735
#> 19 0.011813408 0.0764477401 5.755573e-03 0.0111716800 0.1543357450
#> 20 -0.086104375 0.0421836782 4.968100e-02 0.1476093497 0.0413872291
#> 21 -0.019111981 -0.0761951548 -2.994386e-03 0.0488478168 -0.0410974851
#> 22 -0.115899148 -0.0158691277 -9.045883e-03 -0.0309628267 -0.0566698212
#> 23 0.073876932 0.0949511278 6.171396e-02 -0.0604331965 0.0038157344
#> 24 -0.054731034 -0.0012694720 1.198845e-02 0.0825028983 -0.0025296506
#> 25 -0.138394730 0.0093243910 5.991199e-02 0.0555686679 -0.0719827586
#> 26 -0.067380185 0.1288315913 7.086004e-04 -0.1051956253 -0.0836428673
#> 27 -0.031026616 -0.0897141480 -7.639697e-02 -0.1506036328 -0.1097028186
#> 28 -0.032184592 -0.0202790217 3.364261e-02 -0.0674096512 -0.0792415604
#> 29 -0.034340287 -0.0467592341 -6.608733e-02 -0.1077946794 -0.1149703996
#> 30 -0.099039879 -0.1099638260 4.681338e-02 -0.0437968143 -0.0813641693
#> 31 -0.021276109 0.0115007933 -8.324878e-02 -0.0235749440 0.0072575259
#> 32 -0.144379539 -0.0295212136 1.415530e-02 -0.0966858246 -0.0700322539
#> 33 -0.016533776 -0.0020747822 -1.027477e-01 -0.0788741630 -0.0926878351
#> 34 0.059155370 0.0974684342 1.923043e-02 0.0145898871 0.0517835178
#> 35 -0.082415682 -0.1141188310 -1.420519e-01 -0.0807586283 -0.1022069549
#> 36 0.021517112 0.3167965969 4.228668e-02 -0.0167849290 0.1077134202
#> 37 -0.089887739 -0.0930221993 -4.284082e-02 0.0360189015 0.0345540310
#> 38 -0.081765226 -0.0883474145 2.743041e-02 -0.1064784864 -0.1740992913
#> 39 -0.082270912 -0.0953772246 -8.484104e-02 0.0141945774 -0.1277851677
#> 40 -0.087918196 -0.0625452124 -5.476935e-02 0.0198188002 -0.0681272936
#> 41 -0.019674710 -0.0991921506 -2.126431e-02 -0.1127099307 -0.0898571280
#> 42 0.056275731 -0.0600129791 -2.017859e-02 -0.0082417425 -0.0233231461
#> 43 -0.159094046 -0.0203998377 6.652048e-02 -0.0334112095 -0.0416979927
#> 44 -0.076565021 -0.0610891139 -1.431278e-01 -0.1403479980 -0.1558456069
#> 45 0.046903247 -0.0187885503 -6.475347e-03 0.0297837827 -0.0565831627
#> 46 -0.111410532 -0.0460906304 -2.094225e-03 -0.0429351724 -0.0671376510
#> 47 0.028310148 -0.0041723821 3.767103e-02 0.1230736301 0.0621883442
#> 48 0.087052584 -0.1325108548 -9.214251e-02 -0.0873132383 -0.0768683757
#> 49 0.006857073 -0.1134930856 -1.067891e-01 -0.0306967714 -0.0494851579
#> 50 0.161059907 0.0615548318 -2.640921e-02 0.0008000609 0.0693283630
#> 51 0.105103998 -0.0123626364 2.744110e-02 -0.0234016072 0.1013720244
#> 52 0.097791303 -0.0615666046 -1.108009e-01 -0.0177182651 -0.0285965727
#> 53 0.093801798 -0.0797347236 -7.245303e-02 -0.0144871098 -0.0652424856
#> 54 0.080098037 0.0147361805 -8.044965e-02 -0.0884688604 0.0613355009
#> 55 0.212082867 -0.0155226227 -7.145612e-02 -0.0068727039 0.0732838216
#> 56 0.002891161 -0.0170154628 7.048841e-02 0.0298375625 -0.0187255128
#> 57 -0.015542547 0.0002547548 8.938947e-02 0.0512553367 0.0455504039
#> 58 0.032318475 -0.0303267430 -1.184428e-01 -0.0231300208 0.0113001419
#> 59 -0.147619199 -0.0417342180 -3.235791e-03 -0.0335025779 -0.0431391756
#> 60 -0.098939901 0.0670609607 1.191342e-01 -0.0084226825 -0.0193201179
#> 61 0.035795220 0.0764574724 9.064661e-02 -0.0058770347 0.1269137342
#> 62 0.103766708 0.0937738171 1.660209e-02 -0.0457823862 0.0694143838
#> 63 -0.021294683 -0.0470696487 -9.770920e-02 0.0747214668 -0.0159396484
#> 64 0.097785654 -0.0320790186 -2.314888e-02 -0.0484420162 0.0475480680
#> 65 0.593598021 0.0336298424 -3.519947e-02 0.0030120090 0.1365391996
#> 66 0.029021691 0.5982061725 5.975961e-02 0.0113733060 0.0960358414
#> 67 -0.053543417 0.0460238122 6.119420e-01 0.0474984646 0.0004228373
#> 68 -0.015168885 -0.0021994372 4.766152e-02 0.6117789157 0.1675973639
#> 69 0.143934188 0.1080389805 2.616177e-02 0.1931732463 0.5862030334
#> 70 0.025268181 -0.0587781641 -1.286939e-02 -0.0164947765 -0.0642479212
#> 71 -0.115424152 -0.1032202142 -6.968108e-02 -0.0951845841 -0.0753670610
#> 72 -0.027245860 0.0449991925 -2.656912e-02 0.0548008825 0.0035799516
#> 73 0.128881774 0.1063217204 -8.378579e-02 -0.0766140195 0.0161477380
#> 74 -0.016616718 0.0946173841 1.569725e-01 -0.0145389618 0.0249637505
#> 75 0.069162503 -0.0329698372 1.453787e-02 0.0413658008 0.0729941069
#> 76 -0.095130638 -0.0905545125 -5.000176e-02 0.0941385131 -0.0030298705
#> 77 -0.008226119 0.1487864999 1.270824e-02 -0.0606576063 0.0452767547
#> 78 -0.078767563 0.0965483460 1.056058e-01 0.0122436170 0.0037143452
#> 79 -0.057101227 0.1353957785 9.474119e-02 0.0201499802 0.1069960593
#> 80 -0.077298903 -0.0920826456 -5.084210e-02 0.0169158800 -0.1273380999
#> 71 72 73 75 76
#> 1 -0.014778082 -0.0720948118 -0.097727940 -1.497338e-02 -0.008962135
#> 2 -0.018064332 -0.1393890714 0.002594491 4.553415e-02 -0.146072383
#> 3 -0.012490816 0.0157121153 -0.021565827 6.241528e-02 -0.024128873
#> 4 0.120366900 -0.0861502684 -0.040727802 -4.020853e-02 -0.041944289
#> 5 0.068048832 -0.0105402770 -0.054364930 6.399863e-02 0.338610245
#> 6 -0.047143750 -0.0101716064 0.014308155 -2.700938e-02 0.011753835
#> 7 0.062935761 -0.0367592416 -0.120110332 -9.453679e-02 -0.027010194
#> 8 -0.039583181 0.0683639666 -0.021091513 1.636594e-01 0.094956510
#> 9 -0.094947815 0.0512750899 0.004277197 9.336091e-02 -0.112733892
#> 10 -0.007388362 -0.1746019229 0.024992902 -9.922464e-02 -0.089101142
#> 11 0.006007886 -0.0147668465 0.010942892 -8.021036e-02 0.115091966
#> 12 0.113418237 0.0163085584 -0.054766588 -1.185503e-01 0.055535711
#> 13 -0.051889404 -0.0717809130 0.235784500 7.368911e-02 -0.013327466
#> 14 -0.074165201 0.0662145101 -0.014766127 4.857751e-02 -0.035137562
#> 15 -0.033714304 0.0064072878 0.018097194 1.930271e-02 -0.087513863
#> 16 -0.091095973 -0.0367170548 -0.078930211 5.467798e-02 0.133989769
#> 17 -0.077976009 -0.0158935136 0.043079750 -1.300410e-01 -0.025573710
#> 18 -0.073035187 0.0062732071 -0.094096125 -4.469923e-02 -0.010054739
#> 19 -0.063360588 0.1517360726 0.049332094 5.083705e-02 -0.067236147
#> 20 -0.092704334 0.0722636897 -0.049856817 5.108199e-03 -0.065222964
#> 21 0.044026456 -0.1277057614 -0.088033472 -7.276092e-02 -0.035070372
#> 22 0.013379121 -0.0497708454 0.011981611 7.677209e-02 -0.044977981
#> 23 -0.036630765 -0.0801528304 0.116937317 -6.445093e-02 -0.093708712
#> 24 -0.089405801 0.0540755890 -0.110284865 -2.902359e-02 0.080120931
#> 25 -0.000187578 0.0303212633 -0.106126524 -6.421647e-02 -0.030781858
#> 26 -0.015276396 0.0005166237 0.001985825 -1.887174e-01 -0.052671395
#> 27 -0.007147029 -0.0245285502 0.182494775 -4.248146e-02 0.023008219
#> 28 -0.073663491 0.0978397266 -0.076953925 -4.340440e-02 -0.018312756
#> 29 -0.091053709 0.0805378790 -0.040337692 -1.454557e-01 -0.140942059
#> 30 0.073348629 -0.0462535021 -0.100989223 -1.439219e-01 0.014502759
#> 31 0.098318285 -0.0322300016 0.023333159 4.523155e-02 0.013530591
#> 32 0.069474863 -0.1788355105 -0.119829286 -1.104134e-01 -0.103901979
#> 33 -0.012104485 -0.0608235449 0.065995365 -2.011584e-02 -0.156386372
#> 34 -0.115164146 0.2213838464 0.063479206 2.061289e-03 -0.023044249
#> 35 -0.087372019 -0.0685668525 -0.013228575 -5.303267e-02 0.111522687
#> 36 0.034232989 0.1049573429 0.064711553 -5.445552e-02 0.017082950
#> 37 0.017531013 0.0645298007 -0.084352966 2.351333e-02 0.121899946
#> 38 0.007643612 0.0649266990 -0.038118524 -8.799450e-02 -0.039287113
#> 39 -0.033365724 -0.0162554817 -0.084045693 -1.293628e-01 -0.035528890
#> 40 0.092125427 0.0187758610 -0.135049551 9.645589e-02 -0.015886221
#> 41 0.090707711 0.0009575304 -0.120490104 -2.558074e-02 -0.143272220
#> 42 -0.043974733 -0.0609838336 0.001090726 2.400759e-02 0.057538220
#> 43 0.141679345 -0.0880032107 -0.039441266 -1.061903e-01 -0.039223944
#> 44 0.029921764 -0.0760468106 -0.074598671 -9.436506e-02 -0.114511191
#> 45 -0.112727543 0.1446632026 0.002998396 -5.146579e-02 -0.110364195
#> 46 0.110072605 -0.0107761059 -0.085659315 -2.064207e-02 0.339817602
#> 47 -0.049673174 0.0325957214 -0.078225881 -4.651986e-02 0.029905242
#> 48 0.023020447 -0.1131540170 0.023751119 4.469559e-02 -0.036399126
#> 49 0.033432529 -0.0950058973 0.081607365 1.718088e-02 0.234553297
#> 50 0.029677525 -0.0247627093 0.063659194 -7.162928e-02 0.006279867
#> 51 0.088875828 -0.0376929098 0.052568079 8.022757e-03 -0.059692023
#> 52 -0.097554144 -0.1219994915 0.125384258 1.546707e-01 -0.033922762
#> 53 -0.034137319 0.0945513293 -0.026385418 1.032800e-01 -0.105027261
#> 54 0.041044497 -0.0548876322 0.068599874 -6.569235e-02 0.003672109
#> 55 -0.019746466 0.0463644651 0.006365636 7.644772e-02 0.025013699
#> 56 -0.001319432 -0.1045410295 -0.036570583 -8.680138e-02 -0.049884240
#> 57 -0.081971889 -0.0271924088 -0.053019233 -3.690649e-02 -0.066495486
#> 58 -0.020963755 -0.0220369777 0.069683733 -3.259022e-02 -0.029739811
#> 59 0.129317348 0.0395409092 -0.143069823 -1.053100e-01 0.037805540
#> 60 0.028874289 0.0452117271 0.009023455 -4.714905e-02 0.027186510
#> 61 -0.062391164 0.0817179384 0.038580609 -5.524583e-02 -0.008171395
#> 62 0.026234058 -0.0910085468 0.279206622 6.249585e-02 -0.043480359
#> 63 -0.025117198 0.0272955419 -0.069000212 1.146258e-01 0.048627554
#> 64 -0.041781120 -0.0944170168 0.078333306 1.039429e-01 0.008859462
#> 65 -0.076061680 -0.0001591734 0.145700991 7.665643e-02 -0.065277310
#> 66 -0.068465894 0.0674777280 0.118532787 -3.008406e-02 -0.065309335
#> 67 -0.048662558 -0.0178263796 -0.085310519 3.687843e-03 -0.038492383
#> 68 -0.074003007 0.0637066748 -0.077975696 3.067883e-02 0.105810947
#> 69 -0.028609601 0.0380616262 0.040361944 8.788302e-02 0.034218446
#> 70 0.001642933 0.0216149318 -0.045210692 9.795830e-02 -0.050494222
#> 71 0.632960493 -0.0986594384 -0.112211249 -3.836627e-02 0.085837754
#> 72 -0.086383653 0.6206847080 -0.115705038 -1.134433e-04 0.012123540
#> 73 -0.089667995 -0.1054375694 0.610417239 4.125955e-02 -0.055898265
#> 74 0.118025648 -0.0286883280 0.017479394 6.024042e-02 0.054335844
#> 75 -0.006497724 0.0194793193 0.050584841 6.010919e-01 0.022392404
#> 76 0.095346897 0.0093568981 -0.068932376 3.299944e-05 0.623451350
#> 77 0.005891884 -0.0448878644 0.180022268 5.251463e-02 -0.118133107
#> 78 0.003817494 0.1201046423 -0.075090648 1.021101e-01 0.008962067
#> 79 -0.075544941 0.0575183447 0.062252232 1.775848e-02 -0.055934904
#> 80 0.047562163 -0.0511666087 -0.108280820 7.475975e-03 -0.063754717
#> 77 79 80
#> 1 -0.138241336 -0.138701622 0.0112594878
#> 2 0.006384835 -0.030731482 0.0381100918
#> 3 -0.006315393 -0.035757304 -0.0259868991
#> 4 0.071266586 -0.004801506 -0.0752302730
#> 5 -0.106522931 -0.106965691 -0.0695823114
#> 6 -0.007605022 -0.044984098 0.0348165376
#> 7 -0.034218882 -0.032953842 -0.0239520756
#> 8 -0.035171979 -0.034912036 -0.1242575001
#> 9 -0.035627767 -0.064959046 0.0670302732
#> 10 -0.075611104 -0.102077796 -0.1110302601
#> 11 -0.131964757 -0.096118085 -0.1742667461
#> 12 0.035638362 0.094249608 0.0125564085
#> 13 0.058472798 -0.029223342 -0.0866186345
#> 14 0.092473531 0.188035198 0.0637526380
#> 15 -0.009365557 -0.085307023 -0.0320765157
#> 16 -0.171918901 -0.135443136 0.0222343149
#> 17 -0.017007830 0.089196757 0.0498942584
#> 18 -0.139317714 -0.096197460 0.1497985947
#> 19 0.167068537 0.133857649 -0.1025140097
#> 20 0.004587168 0.243172332 -0.0155835481
#> 21 -0.122770219 -0.141397577 0.1196862912
#> 22 -0.015531425 -0.097534562 0.0778993780
#> 23 0.096023394 -0.006042125 -0.0148437052
#> 24 -0.104302697 0.028459009 -0.0518887567
#> 25 0.047694200 -0.006143304 0.2280187759
#> 26 -0.004597901 0.021859817 -0.0764538411
#> 27 -0.025464228 -0.114294000 -0.1157762980
#> 28 -0.122139375 -0.142347169 -0.1149195441
#> 29 -0.084479301 -0.021927608 0.0256782175
#> 30 -0.081927214 -0.055231072 -0.0369346201
#> 31 0.003413872 -0.077136576 0.1235837477
#> 32 0.058901444 -0.004059209 -0.0337553372
#> 33 0.106602882 0.051376629 0.1547819158
#> 34 0.150331929 0.253702036 -0.0303421065
#> 35 -0.091019426 -0.038682203 -0.1502893929
#> 36 0.136062265 0.091449650 -0.0233193077
#> 37 -0.130653970 -0.018989219 -0.0578810349
#> 38 -0.083260265 -0.028463331 0.0128539833
#> 39 -0.123054721 -0.072704715 0.2107497534
#> 40 -0.025844078 -0.075314190 0.1182931729
#> 41 -0.037059825 -0.063587300 0.0530966513
#> 42 -0.078710445 -0.153853673 -0.1310829354
#> 43 0.026887022 0.028642118 -0.0009307299
#> 44 -0.084937491 -0.102805504 0.1675251374
#> 45 -0.056396970 0.052860676 0.0418245424
#> 46 -0.105910274 -0.071839872 -0.0370999353
#> 47 -0.097529048 -0.033849263 0.0290658921
#> 48 -0.044879798 -0.115099940 -0.0513835853
#> 49 -0.132096071 -0.146785945 -0.0335837962
#> 50 0.048753020 -0.027225922 -0.0835957131
#> 51 0.090335811 0.040726124 -0.0720601489
#> 52 -0.028597918 -0.105495347 0.0179675599
#> 53 -0.039155287 -0.105107218 0.1032559558
#> 54 -0.023659436 0.004089745 -0.0586371812
#> 55 -0.051916758 -0.061998003 0.0463828918
#> 56 -0.040973039 0.015064034 -0.0045815697
#> 57 0.016737628 0.129290127 0.0574140223
#> 58 0.062978586 0.139881727 0.0595598972
#> 59 -0.123321333 -0.048568638 -0.0520432412
#> 60 0.183349482 0.104380632 -0.0308064111
#> 61 0.072718726 0.165780001 -0.1781795522
#> 62 0.198521678 0.011376827 -0.0244367928
#> 63 -0.055560430 -0.061788492 -0.0921338929
#> 64 -0.033158481 -0.079373539 0.0535843202
#> 65 -0.003439663 -0.054577491 -0.0639381846
#> 66 0.148964805 0.133311364 -0.0833300787
#> 67 -0.000849258 0.078920977 -0.0558253303
#> 68 -0.074052044 0.004492822 0.0120957036
#> 69 0.057458199 0.116914784 -0.1065823940
#> 70 0.104863396 0.044417899 0.1172486443
#> 71 -0.028684132 -0.112383676 0.0215604096
#> 72 -0.067188095 0.032955394 -0.0648925773
#> 73 0.167989506 0.047956751 -0.1117393196
#> 74 0.093148176 0.106168726 0.0035109228
#> 75 0.049807158 0.012788290 0.0133427693
#> 76 -0.143199979 -0.083264497 -0.0802473275
#> 77 0.598384478 0.247504371 -0.0161598972
#> 78 0.094357364 0.130626260 0.1171698756
#> 79 0.249767091 0.596121758 -0.0617884632
#> 80 -0.024734159 -0.072625445 0.6069587393
#>
#> $Y
#> [,1]
#> 1 -1.34092076
#> 2 -0.40354514
#> 3 -0.08804619
#> 4 -0.19662129
#> 5 -0.83292838
#> 6 -0.24326776
#> 7 -0.24326776
#> 8 1.71759798
#> 9 -0.40354514
#> 10 -0.01470504
#> 11 2.24746138
#> 12 -0.08804619
#> 13 -0.24326776
#> 14 -0.95351156
#> 15 -0.01470504
#> 16 -0.01470504
#> 17 -0.40354514
#> 18 -0.24326776
#> 19 0.80319493
#> 20 -0.95351156
#> 21 -0.29286530
#> 22 -0.14620204
#> 23 -0.24326776
#> 24 -0.83292838
#> 25 -0.95351156
#> 26 -0.01470504
#> 27 -0.29286530
#> 28 -0.29286530
#> 29 -0.24326776
#> 30 -0.08804619
#> 31 2.44413581
#> 32 -0.34683102
#> 33 -0.40354514
#> 34 -0.59103998
#> 35 1.45423823
#> 36 -0.83292838
#> 37 1.84475166
#> 38 -0.40354514
#> 39 -0.01470504
#> 40 1.22055754
#> 41 -0.01470504
#> 42 -0.34683102
#> 43 -0.19662129
#> 44 -0.83292838
#> 45 -0.01470504
#> 46 -0.77069581
#> 47 -0.95351156
#> 48 -0.29286530
#> 49 -0.24326776
#> 50 0.04504303
#> 51 -0.65052072
#> 52 0.61191952
#> 53 -0.19662129
#> 54 2.09707181
#> 55 2.74899002
#> 56 -0.40354514
#> 57 -0.95351156
#> 58 -0.01470504
#> 59 -0.34683102
#> 60 -0.83292838
#> 61 -0.14620204
#> 62 1.59220679
#> 63 1.97001211
#> 64 -0.24326776
#> 65 1.11276978
#> 66 -0.01470504
#> 67 -0.29286530
#> 68 -0.34683102
#> 69 1.33191320
#> 70 -0.83292838
#> 71 -0.83292838
#> 72 1.00663078
#> 73 -0.29286530
#> 74 -0.34683102
#> 75 -0.24326776
#> 76 0.90572278
#> 77 -0.83292838
#> 78 -0.29286530
#> 79 -0.40354514
#> 80 -0.29286530
#> attr(,"scaled:center")
#> [1] -0.1434088
#>
#> $ncomp
#> [1] 6
#>
#> $mode
#> [1] "regression"
#>
#> $mat.c
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 0.004929077 -0.2867997473 1.045581e-03 0.184505652 -0.0968926943
#> 2 0.042865189 -0.1247946022 3.436241e-01 -0.304177141 -0.0757560677
#> 3 0.129625855 -0.0601488845 7.608344e-02 -0.045351056 0.0242355468
#> 4 0.007007422 0.0004019413 7.841760e-02 -0.124987507 0.0572070590
#> 5 0.199380167 -0.0336868690 -2.516596e-01 0.159271958 -0.0834829872
#> 6 -0.079514057 0.1384351530 -1.366357e-01 -0.081132082 -0.1318760060
#> 8 0.216519199 0.0883640403 -2.091555e-01 0.008244313 0.1469801934
#> 9 0.028094937 -0.2078118967 2.847906e-01 -0.144327014 -0.0515465564
#> 11 0.038421301 0.1575716639 -2.150254e-01 0.209883527 0.0923089658
#> 12 -0.229955752 0.1285944293 -1.960997e-01 0.189407888 0.1372979731
#> 13 0.134853545 -0.2316166125 6.617594e-02 -0.107098287 0.2299931908
#> 14 -0.175175165 0.2221945462 -1.133605e-01 -0.167596417 0.0297013988
#> 15 0.081995687 -0.3136722953 1.799849e-01 0.111491217 0.1428653691
#> 16 0.144937546 -0.1147311049 -8.052896e-02 0.094409718 -0.1932002656
#> 18 -0.102785745 -0.1531693587 2.292708e-02 0.083430499 -0.1169918481
#> 19 -0.007384918 0.0059418476 1.198417e-01 -0.183477778 0.3304672806
#> 20 -0.216226681 0.2079811926 -8.095014e-02 -0.109699595 0.0563817455
#> 21 -0.051996228 -0.0908847841 1.390292e-01 0.147824135 -0.2666051027
#> 22 0.018161403 -0.1566427559 -7.031401e-02 0.122570675 -0.0337288930
#> 23 0.050591252 -0.0913524769 2.006493e-01 -0.097032574 0.1103816363
#> 24 0.022577498 0.2367585952 -1.708021e-01 -0.013859009 -0.0996662011
#> 25 -0.230326191 0.0237825963 -1.424305e-01 0.121371481 0.0029836204
#> 26 -0.230302613 0.2444339468 -5.232923e-02 -0.034821297 0.0002102155
#> 27 0.144174204 -0.0447575493 -1.482881e-03 -0.017431586 0.1212523927
#> 28 0.162081536 -0.0729629933 -5.169339e-02 0.113469701 -0.0226562828
#> 29 -0.174242866 0.1063912430 2.644646e-01 -0.060778269 -0.1150303070
#> 31 0.102774772 -0.0536609418 1.302745e-01 0.142130673 -0.0540447466
#> 33 -0.133213449 -0.1841420822 3.722736e-01 -0.126850117 0.0110997704
#> 34 -0.089684902 0.1282517500 -3.919077e-03 -0.242038644 0.3711425336
#> 35 0.154793532 -0.0301439552 -1.207538e-01 0.088770245 0.0538695587
#> 36 -0.031255235 -0.0107243954 -8.598124e-03 -0.078617540 0.3023620435
#> 37 0.061065145 0.2436013021 -1.139724e-01 0.119528485 -0.1002584055
#> 39 -0.227275583 0.1471765061 9.436868e-02 0.032686150 -0.2688484280
#> 40 0.059511426 -0.1042806217 4.704507e-02 0.172933887 -0.1559415367
#> 42 0.204673145 -0.1614879959 -9.926706e-02 0.149612415 0.0825434937
#> 43 -0.213372143 0.0082845589 7.098571e-05 0.217690607 0.0200794387
#> 44 -0.049874170 -0.0311775537 2.348745e-01 -0.025723418 -0.3314919606
#> 45 -0.175180516 0.1433047749 1.352259e-01 -0.197737917 0.0124156805
#> 46 0.051249005 0.1278793000 -3.679914e-01 0.184312075 -0.0994295027
#> 48 0.089965855 -0.0163648818 4.465005e-02 -0.228786220 -0.0775695727
#> 50 0.019156876 -0.0808879203 8.162367e-02 -0.080053288 0.2502064586
#> 51 -0.038370807 -0.2011335726 1.669853e-01 -0.083546491 0.2501206069
#> 52 0.270867068 -0.2161975585 2.126705e-01 -0.183993415 -0.0635715585
#> 53 0.079030023 -0.2287113236 2.977707e-01 -0.016714850 -0.0821075049
#> 54 0.006063856 0.2327554406 1.653916e-01 -0.071931477 -0.0308327246
#> 55 0.153588782 0.0692293157 2.575369e-01 -0.099264801 -0.0849489613
#> 56 -0.115397837 -0.1844386170 1.004728e-01 0.148142806 0.0441270612
#> 57 -0.191890672 -0.1552570835 9.689723e-02 0.006462389 0.1453873556
#> 58 -0.138613634 0.2493755737 1.819788e-01 -0.195659154 0.0220702888
#> 59 -0.154302796 0.2527790221 -2.202095e-01 0.227758225 -0.1166300138
#> 60 -0.164590999 0.0957688466 -1.224930e-01 0.069886805 0.2617877369
#> 61 0.008788420 0.2176665703 -5.734994e-02 -0.128155800 0.2984166893
#> 62 0.104757343 -0.2211028762 1.889522e-01 -0.141696121 0.2952999206
#> 63 0.259909736 0.0405810641 -2.382039e-02 0.139055844 0.0911496942
#> 64 0.184174937 -0.2540524240 6.078648e-02 -0.219137157 -0.0522647528
#> 65 0.166625112 -0.0621123080 2.495649e-01 -0.240340043 0.1075854907
#> 66 -0.040854098 0.0547137439 2.126534e-02 -0.182479721 0.2807710098
#> 67 -0.133508559 -0.0905940780 -1.477452e-01 -0.007203228 0.1700851768
#> 68 0.017683403 -0.0204578233 -7.944844e-02 0.101275148 0.0608714486
#> 69 0.099706570 0.0359007295 2.622188e-02 -0.105275986 0.2353055025
#> 71 -0.024325892 0.0059817462 -4.116756e-02 0.254009206 -0.0802887366
#> 72 -0.016619310 0.2079289921 -3.878759e-02 -0.011559940 0.1151807782
#> 73 0.103014325 -0.0622708392 1.403605e-01 -0.286693731 0.2770502220
#> 75 0.192692181 -0.1229323587 6.038247e-04 -0.138638258 0.1027222107
#> 76 0.162151745 0.1010035687 -3.532630e-01 0.212759238 -0.0370684965
#> 77 -0.092942741 -0.0361685486 8.175210e-02 -0.290550345 0.3763640564
#> 79 -0.180969860 0.1654035539 -2.015823e-02 -0.288466148 0.3510957934
#> 80 -0.159519202 -0.1395155458 1.600955e-01 0.050803135 -0.1964976162
#> comp 6
#> 1 -0.0625395111
#> 2 0.0756715636
#> 3 -0.0798171576
#> 4 -0.1864847104
#> 5 0.0542202171
#> 6 0.2207126853
#> 8 0.0170393565
#> 9 0.0249472587
#> 11 -0.0128864369
#> 12 -0.0298068400
#> 13 0.0024586377
#> 14 0.2425475360
#> 15 -0.1775139056
#> 16 0.3147019543
#> 18 0.1540188707
#> 19 -0.2194346890
#> 20 0.1058665385
#> 21 0.0532522150
#> 22 0.2804396720
#> 23 -0.1685157879
#> 24 0.0303515855
#> 25 0.1426998478
#> 26 -0.1056259837
#> 27 -0.0999413997
#> 28 -0.2111707763
#> 29 0.0071582010
#> 31 0.0965165114
#> 33 0.0543382003
#> 34 -0.0202867938
#> 35 0.0528472699
#> 36 -0.2196827804
#> 37 0.0662608644
#> 39 0.2040263796
#> 40 0.1784296062
#> 42 -0.2029612057
#> 43 0.0021419868
#> 44 0.1083689259
#> 45 0.1183905053
#> 46 0.0479244920
#> 48 0.0622678527
#> 50 -0.2547858502
#> 51 -0.2240818695
#> 52 0.2149445902
#> 53 -0.0417994014
#> 54 -0.0005542606
#> 55 0.0887863200
#> 56 -0.1731281783
#> 57 -0.0260802058
#> 58 0.1295230464
#> 59 -0.1289568938
#> 60 -0.1928179368
#> 61 -0.3079451935
#> 62 -0.1424972691
#> 63 0.0298872176
#> 64 0.2363682375
#> 65 -0.0093931838
#> 66 -0.2033217885
#> 67 -0.0840588953
#> 68 0.0595755161
#> 69 -0.1060354301
#> 71 -0.1461396949
#> 72 -0.0860606203
#> 73 0.0195264216
#> 75 0.2259997324
#> 76 0.0294285523
#> 77 -0.0888223593
#> 79 -0.0093589563
#> 80 0.3085413639
#>
#> $mat.d
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1.628244 1.806355 1.321927 1.958291 0.8682655 1.69605
#>
#> $mat.e
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] NA NA NA NA NA NA
#>
#> $variates
#> $variates$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.121385071 -0.473128832 -0.145754292 0.103061459 -0.232986450
#> 2 0.098685359 -0.099105818 0.279638084 -0.314045771 -0.231616169
#> 3 0.296456153 -0.006604447 0.081858563 -0.023180701 -0.045695879
#> 4 0.051369216 0.010068457 0.020073740 -0.142411742 -0.052591295
#> 5 0.409958718 -0.073669489 -0.372337159 0.047784666 -0.163734943
#> 6 -0.156471698 0.087657828 -0.290844741 -0.220497812 -0.245752291
#> 7 -0.224105429 0.134038620 -0.114548631 0.098315437 -0.090300836
#> 8 0.534711748 0.168617506 -0.253223583 0.032341710 0.189552509
#> 9 0.014908844 -0.238483032 0.268615126 -0.131782298 -0.147804331
#> 10 0.058345045 -0.009231962 0.129031717 -0.084344427 -0.219879237
#> 11 0.156250176 0.242575909 -0.159831033 0.323672146 0.237515976
#> 12 -0.449694628 0.087582648 -0.170719297 0.271816750 0.258089510
#> 13 0.226490929 -0.306768210 -0.050872503 -0.085634126 0.217081423
#> 14 -0.328581329 0.199759346 -0.226909011 -0.256301230 -0.038605745
#> 15 0.112909396 -0.367862572 0.209646372 0.230916153 0.157288117
#> 16 0.278429218 -0.158007656 -0.179060436 0.030512424 -0.234258547
#> 17 -0.323561652 -0.018226298 0.027323668 -0.048544427 0.101450259
#> 18 -0.267143561 -0.266515626 -0.019201632 0.106478841 -0.072814628
#> 19 0.014438199 0.051733982 0.132773151 -0.083993101 0.334040200
#> 20 -0.420338351 0.183986344 -0.151835627 -0.150958572 0.011989618
#> 21 -0.118780143 -0.103903187 0.163084190 0.149365899 -0.361853409
#> 22 -0.006430677 -0.248337294 -0.135641892 0.155218565 0.055794806
#> 23 0.117731509 -0.055002109 0.220837613 -0.053238296 0.038979183
#> 24 0.136978449 0.286810020 -0.271042936 -0.158732094 -0.300439501
#> 25 -0.513517510 -0.103106664 -0.223396301 0.103992999 0.009837532
#> 26 -0.412720044 0.265456282 -0.065662489 -0.054151696 -0.079161638
#> 27 0.327147300 -0.029346968 -0.065322653 -0.037585223 0.028672466
#> 28 0.356837442 -0.093158727 -0.151915621 0.021816952 -0.228335626
#> 29 -0.295946745 0.196907138 0.354853362 -0.016712217 -0.244886175
#> 30 -0.296366966 0.155305397 -0.105848645 -0.009157951 -0.225381715
#> 31 0.282119783 0.078333480 0.312156069 0.314847625 0.049327771
#> 32 -0.266025950 -0.096188896 -0.073523476 0.027169810 -0.079133113
#> 33 -0.329274209 -0.204377006 0.410393407 -0.038208516 -0.053917377
#> 34 -0.140603199 0.155409293 -0.049212502 -0.187471018 0.379538035
#> 35 0.333107379 -0.007554175 -0.186547630 0.126877010 0.076024146
#> 36 -0.056119620 -0.020404339 -0.030737257 -0.023025481 0.301932040
#> 37 0.259620814 0.403189083 -0.035613914 0.148024176 -0.128627030
#> 38 -0.238897042 0.131656510 0.045310738 0.157530536 -0.082076589
#> 39 -0.431413804 0.171429949 0.139084488 0.013336276 -0.353443164
#> 40 0.136808318 -0.080083871 0.098905423 0.225207599 -0.159720376
#> 41 -0.096168892 0.045542207 0.157460235 0.018939033 -0.208004904
#> 42 0.405099323 -0.219766108 -0.204187227 0.098280312 -0.021669437
#> 43 -0.416448081 -0.006089506 0.087229741 0.355798261 0.135086186
#> 44 -0.096596555 -0.004974832 0.226297914 -0.089204518 -0.550654239
#> 45 -0.311480305 0.192737630 0.150658176 -0.152803917 -0.010179136
#> 46 0.122274140 0.075311915 -0.523404957 0.026642193 -0.213567195
#> 47 0.022001951 -0.046342342 -0.041259325 -0.115672003 -0.205489847
#> 48 0.214059542 -0.045686627 -0.132841356 -0.346967449 -0.249448619
#> 49 0.319776380 -0.046954627 -0.128351846 0.082521014 -0.118908571
#> 50 0.027839261 -0.094268055 0.048578152 -0.022544744 0.219421966
#> 51 -0.126850983 -0.265191444 0.148374424 0.022849524 0.268246079
#> 52 0.566950999 -0.175632096 0.164114291 -0.174094432 -0.131231388
#> 53 0.139276953 -0.223619815 0.339073164 0.013323163 -0.198672685
#> 54 0.169791285 0.486988164 0.372176280 0.100891977 0.033988566
#> 55 0.437455145 0.315043248 0.459925190 0.061536564 -0.049114364
#> 56 -0.308885742 -0.276084448 0.106143911 0.221851847 0.040840846
#> 57 -0.465939545 -0.273599774 0.063305825 0.077231179 0.172889938
#> 58 -0.178947111 0.418082647 0.303318276 -0.105621621 0.008247435
#> 59 -0.250883625 0.256142983 -0.253887940 0.152409848 -0.231402935
#> 60 -0.334430574 0.048551123 -0.145093914 0.094493140 0.266649285
#> 61 0.123834743 0.309317063 -0.073679769 -0.117393099 0.218927187
#> 62 0.197384110 -0.218443639 0.222195788 0.006276056 0.398485899
#> 63 0.648128162 0.226826512 0.093502095 0.291670522 0.165718288
#> 64 0.321595035 -0.360949283 -0.137843474 -0.303056972 -0.121967702
#> 65 0.403949279 0.061436150 0.324374738 -0.128518252 0.143454115
#> 66 -0.075956027 0.066440102 -0.031272400 -0.154141056 0.242133302
#> 67 -0.330072789 -0.267527642 -0.315375279 -0.026923096 0.190785035
#> 68 0.044439306 -0.035587716 -0.093875421 0.136618276 0.080620889
#> 69 0.265434144 0.124511960 0.071488458 -0.002149671 0.308454945
#> 70 -0.136092260 -0.018032793 -0.089726292 -0.048082154 0.067315221
#> 71 -0.017420815 0.006493805 -0.033585423 0.239578897 -0.212124377
#> 72 0.063048655 0.329164108 0.008897887 0.041419519 0.075291669
#> 73 0.219644092 -0.031753549 0.095141454 -0.227359322 0.298667764
#> 74 -0.141028662 -0.052839490 -0.075465488 -0.143643099 0.093908216
#> 75 0.404655784 -0.127396604 -0.076096060 -0.124694366 0.135805381
#> 76 0.381833804 0.109846283 -0.444045731 0.130554612 -0.094953029
#> 77 -0.207911235 -0.094737055 -0.016244362 -0.261178353 0.364527261
#> 78 -0.092096715 -0.098011054 -0.074831347 -0.039280983 0.151716953
#> 79 -0.341722012 0.163134118 -0.092624747 -0.258845397 0.360402526
#> 80 -0.375466530 -0.203532133 0.177453911 0.100978235 -0.198294056
#> comp 6
#> 1 -0.144224020
#> 2 0.048120627
#> 3 -0.123512059
#> 4 -0.150235260
#> 5 -0.056487959
#> 6 0.151639159
#> 7 -0.127061663
#> 8 0.104987338
#> 9 -0.042441068
#> 10 -0.117699971
#> 11 0.212957445
#> 12 0.071041212
#> 13 0.008798555
#> 14 0.158996633
#> 15 -0.165049016
#> 16 0.259448769
#> 17 0.135687006
#> 18 0.214177252
#> 19 -0.143600148
#> 20 0.092204572
#> 21 -0.026330847
#> 22 0.340636130
#> 23 -0.213361023
#> 24 -0.124653918
#> 25 0.129064277
#> 26 -0.073295123
#> 27 -0.155283340
#> 28 -0.342094773
#> 29 -0.085933171
#> 30 -0.070838539
#> 31 0.132788195
#> 32 0.011022251
#> 33 -0.006657135
#> 34 0.012274010
#> 35 0.183645978
#> 36 -0.203062726
#> 37 0.043982090
#> 38 0.013538617
#> 39 0.110051989
#> 40 0.116915864
#> 41 -0.039412414
#> 42 -0.260557762
#> 43 0.098772177
#> 44 -0.058337516
#> 45 0.156998033
#> 46 -0.053376073
#> 47 -0.047467113
#> 48 0.067641330
#> 49 0.066692844
#> 50 -0.187746825
#> 51 -0.128734237
#> 52 0.184443538
#> 53 -0.181215335
#> 54 0.087781714
#> 55 0.130339640
#> 56 -0.119085413
#> 57 0.019466659
#> 58 0.095171524
#> 59 -0.180519087
#> 60 -0.211500945
#> 61 -0.303797601
#> 62 -0.034740001
#> 63 0.120388833
#> 64 0.244994986
#> 65 0.086058135
#> 66 -0.158947672
#> 67 0.053231718
#> 68 0.044776777
#> 69 -0.014765500
#> 70 0.135511587
#> 71 -0.262785353
#> 72 -0.099423695
#> 73 0.078804521
#> 74 -0.020744529
#> 75 0.233641354
#> 76 -0.033602840
#> 77 -0.055619747
#> 78 0.076152044
#> 79 0.023732313
#> 80 0.267623726
#>
#> $variates$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.823537988 -0.6329187901 -0.218346016 -0.049002384 -0.342965730
#> 2 -0.247840707 -0.3123576835 -0.291399384 -0.385473652 -0.161098884
#> 3 -0.054074320 -0.3159672447 -0.422730786 -0.340618453 -0.715951069
#> 4 -0.120756653 -0.1551538048 -0.225769024 -0.165953922 -0.053097179
#> 5 -0.511550110 -0.8306456305 -1.034374920 -0.446902573 -1.115720655
#> 6 -0.149404984 0.0063699175 -0.111076388 0.121350993 0.771007907
#> 7 -0.149404984 0.0673347846 -0.091147885 0.015796461 -0.186113809
#> 8 1.054877534 0.4688760692 0.410290246 0.447898979 0.937250433
#> 9 -0.247840707 -0.2368417532 0.002242735 -0.179812261 -0.108327075
#> 10 -0.009031228 -0.0607327955 -0.070373645 -0.134606777 -0.113362014
#> 11 1.380297684 1.1033532002 1.176214670 0.901885507 1.304105989
#> 12 -0.054074320 0.3566111042 0.367615666 0.363398123 0.206553196
#> 13 -0.149404984 -0.3388315857 -0.043813206 0.004765314 0.203887458
#> 14 -0.585607305 -0.2316825378 -0.589546538 -0.244795167 0.025950847
#> 15 -0.009031228 -0.1099169577 0.352471445 0.096412767 -0.303359768
#> 16 -0.009031228 -0.2591160898 -0.138160270 0.027609286 -0.006547757
#> 17 -0.247840707 0.0682546604 0.118172462 0.061326652 0.247803910
#> 18 -0.149404984 0.1061292439 0.509202980 0.356694730 0.564338464
#> 19 0.493289056 0.4316349015 0.519118056 0.260798617 0.777645371
#> 20 -0.585607305 -0.1489729996 -0.454974437 -0.204631098 -0.121053349
#> 21 -0.179865734 -0.0550623907 0.066738820 -0.065037066 -0.483565773
#> 22 -0.089791234 -0.0751409863 0.236665209 0.251322524 0.216753463
#> 23 -0.149404984 -0.2407961314 -0.253879437 -0.320453430 -0.602678665
#> 24 -0.511550110 -0.5845819352 -1.190719146 -0.620819066 -1.042193813
#> 25 -0.585607305 -0.0649815509 0.052096306 0.185968780 0.184888684
#> 26 -0.009031228 0.3638840352 0.134497237 0.135116004 0.426875540
#> 27 -0.179865734 -0.4570202133 -0.584396859 -0.350396325 -0.705516092
#> 28 -0.179865734 -0.4837828293 -0.533770819 -0.257767880 -0.630577359
#> 29 -0.149404984 0.1320923575 -0.088566574 -0.299326596 -0.637410218
#> 30 -0.054074320 0.2184019537 0.086218696 0.129653312 0.313075783
#> 31 1.501086973 1.0987738151 1.394387263 0.730550330 0.937578452
#> 32 -0.213009247 0.0477891168 0.196739682 0.182438688 0.350194389
#> 33 -0.247840707 0.0734039446 0.379575568 -0.020803302 0.039255827
#> 34 -0.362992270 -0.2004609229 -0.486281146 -0.295039215 -0.242609978
#> 35 0.893132881 0.5048055123 0.700117192 0.598535028 1.063780409
#> 36 -0.511550110 -0.4105238440 -0.533081308 -0.339102785 -0.712882706
#> 37 1.132970057 0.7872347075 0.524781615 0.378289908 0.519342755
#> 38 -0.247840707 -0.0080617954 -0.190918977 -0.159464722 -0.714953064
#> 39 -0.009031228 0.3807345418 0.286005608 0.099177767 0.193607429
#> 40 0.749615880 0.5523831231 0.864238594 0.516631200 0.657278592
#> 41 -0.009031228 0.0785456601 0.045097781 -0.075849253 -0.213786086
#> 42 -0.213009247 -0.5571614371 -0.461036019 -0.173383442 -0.612712110
#> 43 -0.120756653 0.2665354742 0.372530159 0.192589454 -0.368102151
#> 44 -0.511550110 -0.3740380418 -0.504308799 -0.493189421 -0.911150046
#> 45 -0.009031228 0.2726268016 0.109165073 -0.028009542 0.281462005
#> 46 -0.473329442 -0.5368755003 -0.836527434 -0.211370482 -0.536815258
#> 47 -0.585607305 -0.5476973833 -0.685079823 -0.434605175 -0.719323846
#> 48 -0.179865734 -0.3550832064 -0.422776946 -0.195718385 0.341128075
#> 49 -0.149404984 -0.4229188459 -0.513738726 -0.260151910 -0.772866631
#> 50 0.027663561 -0.0001583752 0.128596778 0.054015846 0.172675228
#> 51 -0.399522883 -0.2457857326 0.026517059 -0.082258707 -0.237061755
#> 52 0.375815619 -0.1722889280 0.004568294 -0.107700075 0.149746244
#> 53 -0.120756653 -0.2343936078 -0.014721918 -0.238826154 -0.568699130
#> 54 1.287934643 1.0078914779 0.711791686 0.229254292 0.289509161
#> 55 1.688315798 1.1275224993 1.110217502 0.438973914 0.851274532
#> 56 -0.247840707 0.0550258343 0.452447776 0.233769276 0.026878642
#> 57 -0.585607305 -0.1078682033 0.226464971 0.110139099 0.074220726
#> 58 -0.009031228 0.1531617289 -0.362002894 -0.449119008 -0.774726129
#> 59 -0.213009247 0.0341398643 -0.303357591 -0.033394038 -0.419063233
#> 60 -0.511550110 -0.1596550835 -0.284504710 -0.094107991 -0.425372156
#> 61 -0.089791234 -0.1925618931 -0.685795729 -0.413203315 -0.667172188
#> 62 0.977867455 0.7035256319 1.259830844 0.700446113 1.565635435
#> 63 1.209899834 0.5063795053 0.381996987 0.194745854 -0.218604494
#> 64 -0.149404984 -0.4245581767 -0.086918782 0.034376250 0.761048973
#> 65 0.683417108 0.2519115647 0.260276356 -0.043269030 0.192271623
#> 66 -0.009031228 0.0603258375 -0.008354876 0.015470266 0.382542424
#> 67 -0.179865734 0.1353962435 0.550577937 0.584553847 1.379128875
#> 68 -0.213009247 -0.2320634476 -0.268475528 -0.117862215 -0.573956872
#> 69 0.818005913 0.4980867375 0.510473659 0.296332970 0.673199592
#> 70 -0.511550110 -0.3384367169 -0.437818004 -0.234976146 -0.421521865
#> 71 -0.511550110 -0.4454068447 -0.617502551 -0.394167949 -1.429356554
#> 72 0.618230925 0.5004398366 0.234040821 0.151980691 0.249360351
#> 73 -0.179865734 -0.3601171047 -0.448694494 -0.367111513 -0.315197955
#> 74 -0.213009247 -0.0648831095 -0.016457082 0.039833088 0.413813327
#> 75 -0.149404984 -0.4994289165 -0.508365948 -0.291799859 -0.376890762
#> 76 0.556257414 0.1572249821 0.064740928 0.343451809 0.480169653
#> 77 -0.511550110 -0.2736992822 -0.244544087 -0.154111654 0.241478894
#> 78 -0.179865734 -0.0791147627 0.025820959 0.067944424 0.241836845
#> 79 -0.247840707 0.0846243612 -0.107280162 -0.009893005 0.561488764
#> 80 -0.179865734 0.1763140421 0.519043251 0.230586779 0.292319912
#> comp 6
#> 1 -0.0563021319
#> 2 0.0361001953
#> 3 -0.3431264141
#> 4 -0.0002589792
#> 5 -0.4873538447
#> 6 0.5205141061
#> 7 -0.0490499176
#> 8 0.3827719821
#> 9 0.0202097491
#> 10 0.0545297869
#> 11 0.5460236815
#> 12 -0.0263831910
#> 13 -0.0067544391
#> 14 0.0330487141
#> 15 -0.2358213103
#> 16 0.1165728936
#> 17 0.0749234086
#> 18 0.3261803254
#> 19 0.2270965658
#> 20 -0.0681092171
#> 21 -0.0623086961
#> 22 0.0824002075
#> 23 -0.3284864628
#> 24 -0.3797292453
#> 25 0.0896146345
#> 26 0.2590576321
#> 27 -0.3758560784
#> 28 -0.2059212159
#> 29 -0.2009463998
#> 30 0.2756546955
#> 31 0.4547257156
#> 32 0.2197873411
#> 33 0.0476985298
#> 34 -0.3184987151
#> 35 0.5056660054
#> 36 -0.5195181626
#> 37 0.3317177580
#> 38 -0.3239909795
#> 39 0.2800537933
#> 40 0.4182495420
#> 41 -0.0029595837
#> 42 -0.3025748343
#> 43 -0.2575992135
#> 44 -0.1845500573
#> 45 0.1493010133
#> 46 -0.1654816708
#> 47 -0.2630490898
#> 48 0.3023362836
#> 49 -0.3347833597
#> 50 -0.0239312438
#> 51 -0.2586842559
#> 52 0.1438420004
#> 53 -0.1894291142
#> 54 0.1308096775
#> 55 0.4609396804
#> 56 -0.0071477267
#> 57 -0.0505121231
#> 58 -0.4008307809
#> 59 -0.0960696850
#> 60 -0.3542692980
#> 61 -0.4536243897
#> 62 0.5975035198
#> 63 -0.1967478956
#> 64 0.4520462505
#> 65 0.0249913414
#> 66 0.0718802022
#> 67 0.6083536041
#> 68 -0.3351006057
#> 69 0.1867251827
#> 70 -0.2502523203
#> 71 -0.6231425262
#> 72 0.0891116751
#> 73 -0.3142587277
#> 74 0.1637702998
#> 75 -0.2624665825
#> 76 0.2944248499
#> 77 -0.0629926415
#> 78 0.0461354358
#> 79 0.1029428801
#> 80 0.2511619665
#>
#>
#> $loadings
#> $loadings$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.1241718223 -0.244399165 0.0556648356 0.061182286 -0.159560554
#> 2 0.0090432069 -0.064027936 0.0797764148 -0.295551482 0.011160212
#> 3 0.0976273840 -0.060575872 -0.0005605623 -0.085853523 -0.052403663
#> 4 -0.0005197704 -0.014249626 -0.0192350450 -0.109386550 0.020185123
#> 5 0.1041348313 -0.180307656 -0.1924884396 0.066281110 -0.120315165
#> 6 -0.0755215630 0.007558137 -0.1718195160 -0.039411538 0.053979658
#> 8 0.2232174181 0.012680309 -0.0993600138 0.122988525 0.148460512
#> 9 -0.0271100368 -0.104507789 0.1356209235 -0.167093807 -0.029456559
#> 11 0.1418489755 0.195797530 0.0501841346 0.297077038 0.112814346
#> 12 -0.1547354091 0.142398614 0.0181225730 0.239963170 0.065410384
#> 13 0.0335368882 -0.191801191 0.0522709536 -0.015575802 0.118415340
#> 14 -0.1357011991 0.074727630 -0.1935992655 -0.089880236 0.100552208
#> 15 0.0121618479 -0.132201495 0.2382406476 0.065255697 -0.059821309
#> 16 0.0764820252 -0.129592221 -0.0195101462 0.068350812 -0.033716023
#> 18 -0.1338695055 -0.058844246 0.1238330126 0.113030752 0.038297955
#> 19 0.0269805189 0.065056744 0.0776079188 -0.047308563 0.176181011
#> 20 -0.1590345088 0.108269728 -0.1309043878 -0.055956734 0.069534597
#> 21 -0.0563093613 -0.008165135 0.1085969907 -0.034088925 -0.235366172
#> 22 -0.0293917510 -0.090022232 0.0874615461 0.176733815 0.070078371
#> 23 0.0338768897 -0.031641732 0.0783901678 -0.136949731 -0.051646366
#> 24 0.0373586326 0.027981966 -0.2740886098 -0.115697437 -0.131762508
#> 25 -0.2240682582 0.011846808 -0.0156696825 0.141992325 0.026680048
#> 26 -0.1293173369 0.191173860 -0.0699215382 -0.019706200 0.019556499
#> 27 0.1019474573 -0.079938882 -0.0461871747 -0.050075947 -0.042236541
#> 28 0.0932919743 -0.130224589 -0.0751748471 -0.026302977 -0.180843312
#> 29 -0.0759942781 0.185993072 0.1045038175 -0.179181602 -0.153194824
#> 31 0.1707066920 0.128600998 0.2392792810 0.122102705 -0.025912961
#> 33 -0.1341767284 -0.001823572 0.2393535487 -0.148891686 -0.028518238
#> 34 -0.0548602888 0.065926003 -0.0818232257 -0.087265086 0.200252031
#> 35 0.1540971711 -0.001318272 0.0378432756 0.177654073 0.115001344
#> 36 -0.0449419095 -0.025910059 -0.0199362230 -0.012700482 0.085286046
#> 37 0.1695920567 0.205450827 -0.0500851590 0.071563954 -0.062058369
#> 39 -0.1362967318 0.172230832 0.0328921172 -0.068863564 -0.131388958
#> 40 0.0651362037 0.010648190 0.1508822047 0.116314166 -0.073256790
#> 42 0.1032623076 -0.191979483 -0.0400301961 0.066354742 -0.107722007
#> 43 -0.1431348511 0.132965266 0.1636848046 0.183273602 -0.044530056
#> 44 -0.0463011901 0.006763959 0.0498108266 -0.207300883 -0.234931966
#> 45 -0.0910693683 0.159229676 0.0209067173 -0.128055739 0.090157505
#> 46 0.0121319891 -0.074051894 -0.2651017046 0.115252926 -0.089351405
#> 48 0.0366343588 -0.100961133 -0.1110606542 -0.174420849 0.070340025
#> 50 -0.0015697277 -0.039237253 0.0546803233 -0.030180849 0.064526896
#> 51 -0.0820691123 -0.082724670 0.1554509799 -0.012920328 0.091378869
#> 52 0.1906375619 -0.151881391 0.0844363135 -0.143642768 0.052207233
#> 53 0.0271884001 -0.098140675 0.1714173078 -0.141535958 -0.161498391
#> 54 0.1681806149 0.306901042 0.0973407076 -0.076227895 -0.005558872
#> 55 0.2609215708 0.203190251 0.1758681831 -0.091482026 0.010069656
#> 56 -0.1360247513 -0.039048533 0.1908727339 0.101262388 -0.060655704
#> 57 -0.2133103859 -0.040549370 0.1505919404 0.060146650 0.069458779
#> 58 -0.0079972662 0.247268078 -0.0027667879 -0.206944610 -0.014601560
#> 59 -0.0805723868 0.139578040 -0.1486138559 0.080198537 -0.190918447
#> 60 -0.1376860331 0.050933426 -0.0588613679 0.071277590 0.001799451
#> 61 0.0633690647 0.103325879 -0.1501101015 -0.103906187 0.031375089
#> 62 0.0739641680 -0.058294142 0.2137404923 0.027766853 0.219257767
#> 63 0.3171688276 0.108396411 0.0890301481 0.126410622 -0.016360878
#> 64 0.0433554691 -0.266583429 -0.0164511019 -0.086518421 0.171587264
#> 65 0.1803990009 0.026075163 0.1157753211 -0.149865719 0.117059189
#> 66 -0.0296527865 0.021205050 -0.0439912803 -0.073097835 0.141522526
#> 67 -0.1796097800 -0.087273597 0.0043592337 0.170381206 0.229765628
#> 68 0.0014999825 -0.030636615 -0.0133630419 0.074026195 -0.035255752
#> 69 0.1301947730 0.057716805 0.0286408394 0.002709621 0.139715966
#> 71 -0.0271900943 -0.005422182 -0.0149714405 0.029343834 -0.290680771
#> 72 0.0760714641 0.175471649 -0.0426110339 -0.004282866 0.009415361
#> 73 0.0737429243 -0.055413292 0.0090028064 -0.147141640 0.180557907
#> 75 0.1150324432 -0.147016598 -0.0316185569 -0.036094212 0.132675463
#> 76 0.1371527450 -0.047325269 -0.1947308238 0.177581396 -0.045514456
#> 77 -0.1176189869 -0.046714268 -0.0138447558 -0.107083745 0.237376202
#> 79 -0.1354115081 0.086245900 -0.1039206897 -0.093827325 0.251831257
#> 80 -0.1577425446 0.003363367 0.1875759884 0.030782493 -0.025903482
#> comp 6
#> 1 -0.064035677
#> 2 0.088813355
#> 3 -0.078311972
#> 4 -0.037829994
#> 5 -0.037636094
#> 6 0.189912236
#> 8 0.001512629
#> 9 0.022572144
#> 11 0.020952941
#> 12 -0.073456641
#> 13 -0.114013201
#> 14 0.072397232
#> 15 -0.207110611
#> 16 0.162965220
#> 18 0.158679231
#> 19 -0.157653793
#> 20 0.013439932
#> 21 0.031920766
#> 22 0.106073009
#> 23 -0.165564500
#> 24 -0.032796856
#> 25 0.024213636
#> 26 0.019768545
#> 27 -0.167057318
#> 28 -0.161639693
#> 29 -0.038997513
#> 31 0.028745803
#> 33 -0.040482729
#> 34 -0.174620437
#> 35 0.062466076
#> 36 -0.221813998
#> 37 0.039033808
#> 39 0.140459724
#> 40 0.084489463
#> 42 -0.194418323
#> 43 -0.066019691
#> 44 0.098667557
#> 45 0.079438654
#> 46 0.010298067
#> 48 0.151137941
#> 50 -0.189732291
#> 51 -0.162206508
#> 52 0.118305833
#> 53 -0.081123708
#> 54 0.025825491
#> 55 0.097092538
#> 56 -0.107069802
#> 57 -0.077585829
#> 58 -0.037472266
#> 59 -0.075909887
#> 60 -0.265662911
#> 61 -0.272870174
#> 62 -0.077701885
#> 63 -0.109857148
#> 64 0.228737915
#> 65 0.009680476
#> 66 -0.142287785
#> 67 0.060983064
#> 68 -0.098225317
#> 69 -0.097675918
#> 71 -0.214984148
#> 72 -0.108073902
#> 73 -0.098598401
#> 75 0.030607026
#> 76 -0.008630305
#> 77 -0.142021467
#> 79 -0.101431130
#> 80 0.174317601
#>
#> $loadings$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> Y 1.628244 1.806355 1.321927 1.958291 0.8682655 1.69605
#>
#>
#> $names
#> $names$X
#> [1] "1" "2" "3" "4" "5" "6" "8" "9" "11" "12" "13" "14" "15" "16" "18"
#> [16] "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "31" "33" "34" "35"
#> [31] "36" "37" "39" "40" "42" "43" "44" "45" "46" "48" "50" "51" "52" "53" "54"
#> [46] "55" "56" "57" "58" "59" "60" "61" "62" "63" "64" "65" "66" "67" "68" "69"
#> [61] "71" "72" "73" "75" "76" "77" "79" "80"
#>
#> $names$Y
#> [1] "Y"
#>
#> $names$indiv
#> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15"
#> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30"
#> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45"
#> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60"
#> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75"
#> [76] "76" "77" "78" "79" "80"
#>
#>
#> attr(,"class")
#> [1] "pls"
#>
#> $XplanScal
#> X_train_microD18S61 X_train_microD17S794 X_train_microD13S173
#> 0.5025253 0.5006325 0.5025253
#> X_train_microD20S107 X_train_microTP53 X_train_microD9S171
#> 0.4929888 0.5017375 0.5025253
#> X_train_microD8S264 X_train_microD5S346 X_train_microD22S928
#> 0.5025253 0.5025253 0.4871774
#> X_train_microD18S53 X_train_microD1S225 X_train_microD3S1282
#> 0.5031546 0.5017375 0.5029973
#> X_train_microD15S127 X_train_microD1S305 X_train_microD1S207
#> 0.5017375 0.4929888 0.4992082
#> X_train_microD2S138 X_train_microD16S422 X_train_microD9S179
#> 0.5029973 0.5006325 0.5029973
#> X_train_microD10S191 X_train_microD4S394 X_train_microD1S197
#> 0.5029973 0.5029973 0.5006325
#> X_train_microD6S264 X_train_microD14S65 X_train_microD17S790
#> 0.5006325 0.4974619 0.4974619
#> X_train_microD5S430 X_train_microD3S1283 X_train_microD4S414
#> 0.5025253 0.5017375 0.5025253
#> X_train_microD8S283 X_train_microD11S916 X_train_microD2S159
#> 0.5029973 0.5029973 0.4929888
#> X_train_microD16S408 X_train_microD6S275 X_train_microD10S192
#> 0.4974619 0.5029973 0.4953901
#> X_train_microsexe X_train_microAgediag X_train_microSiege
#> 0.4611488 13.5030421 0.7458747
#> X_train_microT X_train_microN X_train_microM
#> 0.8999824 0.7778581 0.4357447
#> X_train_microSTADE
#> 1.2143003
#>
#> $XplanCent
#> X_train_microD18S61 X_train_microD17S794 X_train_microD13S173
#> 0.52500 0.45000 0.47500
#> X_train_microD20S107 X_train_microTP53 X_train_microD9S171
#> 0.60000 0.53750 0.47500
#> X_train_microD8S264 X_train_microD5S346 X_train_microD22S928
#> 0.52500 0.47500 0.37500
#> X_train_microD18S53 X_train_microD1S225 X_train_microD3S1282
#> 0.50000 0.46250 0.51250
#> X_train_microD15S127 X_train_microD1S305 X_train_microD1S207
#> 0.46250 0.40000 0.43750
#> X_train_microD2S138 X_train_microD16S422 X_train_microD9S179
#> 0.48750 0.45000 0.51250
#> X_train_microD10S191 X_train_microD4S394 X_train_microD1S197
#> 0.51250 0.51250 0.45000
#> X_train_microD6S264 X_train_microD14S65 X_train_microD17S790
#> 0.55000 0.42500 0.42500
#> X_train_microD5S430 X_train_microD3S1283 X_train_microD4S414
#> 0.47500 0.46250 0.52500
#> X_train_microD8S283 X_train_microD11S916 X_train_microD2S159
#> 0.51250 0.48750 0.40000
#> X_train_microD16S408 X_train_microD6S275 X_train_microD10S192
#> 0.57500 0.48750 0.41250
#> X_train_microsexe X_train_microAgediag X_train_microSiege
#> 0.70000 64.23634 1.77500
#> X_train_microT X_train_microN X_train_microM
#> 2.51250 0.55000 0.25000
#> X_train_microSTADE
#> 2.36250
#>
#> $CoeffCFull
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 4.176197 5.157328 4.945225 5.065614 5.012711 3.706963
#> [2,] NA 6.346109 6.747861 6.463881 6.288039 10.191918
#> [3,] NA NA 2.925413 5.224357 5.186839 6.723418
#> [4,] NA NA NA 8.520772 9.675657 14.920345
#> [5,] NA NA NA NA 2.962270 6.200873
#> [6,] NA NA NA NA NA 12.494206
#>
#> $kernDKsplsDR_mod
#> Gaussian Radial Basis kernel function.
#> Hyperparameter : sigma = 0.0124995104865493
#>
(cox_DKsplsDR_fit=coxDKsplsDR(~.,Y_train_micro,C_train_micro,ncomp=6,
validation="CV",allres=TRUE,dataXplan=data.frame(X_train_micro),eta=.5))
#> Kernel : rbfdot
#> Estimated_sigma 0.01212446
#> $tt_DKsplsDR
#> dim.1 dim.2 dim.3 dim.4 dim.5
#> 1 -0.0776350066 -0.48853944 -0.1072479996 0.0998787285 -0.144996800
#> 2 0.0968220363 -0.12196274 0.3313045358 -0.3329936815 -0.008125479
#> 3 0.2335417470 -0.02986442 0.0945924621 0.0303231910 -0.005604522
#> 4 0.0702655560 -0.03657459 0.0402784396 -0.1491804895 0.006963784
#> 5 0.3919693672 -0.07040588 -0.2949163046 -0.0008454849 -0.093328245
#> 6 -0.1556284275 0.10531502 -0.3280180292 -0.3010884061 -0.065430711
#> 7 -0.2029615961 0.07006053 -0.0974359894 0.1438713127 -0.043076742
#> 8 0.5434581844 0.13443196 -0.2450091534 0.0794848891 0.147548241
#> 9 0.0334181566 -0.16510861 0.1188603845 -0.0854275331 0.027818374
#> 10 0.0806609727 -0.07819386 0.2518376755 -0.1877837154 -0.188465324
#> 11 0.1793865513 0.20743680 -0.1829755764 0.3376230165 0.151331410
#> 12 -0.4663899419 0.09694709 -0.1530526500 0.2832247559 0.085529474
#> 13 0.2138613293 -0.19871419 -0.0361832453 -0.0460954249 0.029132428
#> 14 -0.3553259384 0.19143848 -0.1874722462 -0.2076308652 0.035579026
#> 15 0.1470090243 -0.31175517 0.1375193348 0.2602492273 -0.025147124
#> 16 0.2667900878 -0.10601756 -0.1021655502 -0.0133368153 -0.032070153
#> 17 -0.3200233408 0.03394650 -0.0082467691 -0.0566343775 0.053339953
#> 18 -0.2011235487 -0.18351533 -0.0510616906 0.0006996188 -0.003259951
#> 19 0.0303167849 0.06584948 0.0318520874 -0.0019288436 0.108655767
#> 20 -0.4165685404 0.13426860 -0.1722235497 -0.0508814740 0.090685865
#> 21 -0.1279330018 -0.13904995 0.2771515772 0.0757096372 -0.167427114
#> 22 -0.0256571475 -0.21752675 -0.0778691924 0.1748385796 0.100783835
#> 23 0.1067563221 -0.04108848 0.2394928309 -0.0590307054 -0.125984362
#> 24 0.1179964575 0.24270228 -0.2204708601 -0.1132593852 -0.194648629
#> 25 -0.5056323037 -0.11230168 -0.2216358673 0.1137537991 0.058457675
#> 26 -0.4219465516 0.23300556 -0.0773200149 -0.0391584332 -0.061854301
#> 27 0.3187659232 0.04667539 -0.1031344362 -0.0641235820 -0.164959518
#> 28 0.3612403361 -0.09017446 -0.1866886170 0.0489813642 -0.278769458
#> 29 -0.2950032923 0.23341524 0.2483622276 -0.0519205939 -0.171643556
#> 30 -0.3527132744 0.15855891 -0.0672410216 -0.0653933265 -0.110630416
#> 31 0.2501770630 0.10144194 0.3507601976 0.3434178860 0.004694575
#> 32 -0.2594584673 -0.16992450 0.0607524802 0.0217468924 -0.033078691
#> 33 -0.3192984845 -0.17963206 0.3799980150 -0.0491473374 -0.021983418
#> 34 -0.1254184210 0.14555867 -0.1053279749 -0.1114069194 0.170689934
#> 35 0.3674823786 -0.05588028 -0.1352628767 0.1191710985 0.053102726
#> 36 -0.0567057033 -0.01431302 -0.0179040455 0.0189048422 0.019721761
#> 37 0.2383191229 0.39990407 -0.0456168713 0.1460947652 -0.078542466
#> 38 -0.2744175114 0.20600924 0.0136444082 0.1391635019 -0.168685649
#> 39 -0.4465986609 0.18337799 0.0911235417 -0.0763006782 -0.099987114
#> 40 0.0945024440 -0.07777401 0.0511920969 0.1463825389 -0.056820740
#> 41 -0.0785575892 0.04544430 0.1248509489 -0.0201689729 -0.086646832
#> 42 0.4336295074 -0.21877316 -0.1997467941 0.0802285598 -0.154309741
#> 43 -0.4393358355 -0.01317416 0.2012483321 0.3593686086 0.036390762
#> 44 -0.1015589812 -0.01345172 0.1999756992 -0.1514364081 -0.239323363
#> 45 -0.2913869762 0.19455371 -0.0058176982 -0.1412049048 0.138717714
#> 46 0.1166930348 0.06380556 -0.4588014210 -0.0461355131 -0.110381605
#> 47 -0.0001685972 -0.13026158 -0.1249323749 -0.2677861802 -0.094074346
#> 48 0.2308382825 -0.06104108 -0.1686505138 -0.3915990294 0.026191431
#> 49 0.3168469950 0.01124429 -0.1014986770 0.0151766026 -0.081605998
#> 50 0.0663313449 -0.10271365 0.0288040454 -0.0483354185 0.050810109
#> 51 -0.0691571392 -0.21049162 0.1150521725 0.0109011058 0.091342263
#> 52 0.5458239933 -0.15182235 0.1800324642 -0.1707296581 0.019463586
#> 53 0.1483885058 -0.12340055 0.1732310021 -0.0008691878 -0.105701125
#> 54 0.1521600323 0.47260310 0.4032185536 -0.0078651435 0.026847014
#> 55 0.4224011646 0.31561734 0.4402537041 -0.0057732380 0.074781386
#> 56 -0.2623452749 -0.30514788 0.1558517740 0.2227905221 -0.044487925
#> 57 -0.4297060099 -0.28046745 0.1011178472 0.0937840995 0.054312534
#> 58 -0.1848623913 0.40509843 0.2799138956 -0.1732206023 0.059597516
#> 59 -0.2427607617 0.20703175 -0.1990233751 0.1500352583 -0.175883104
#> 60 -0.3368228296 0.05395499 -0.1212643341 0.1228092057 -0.024955272
#> 61 0.1213680613 0.27243152 -0.1098818844 -0.0544349513 -0.041658933
#> 62 0.1850943554 -0.15080326 0.2163314046 0.0089264819 0.084695215
#> 63 0.6616719571 0.17427421 0.0794070007 0.3716787232 0.131188258
#> 64 0.3113750031 -0.33634927 -0.0938959051 -0.3160574379 0.080844079
#> 65 0.4268570188 0.09716767 0.2405923845 -0.1469593916 0.139378656
#> 66 -0.0941339911 0.02221596 0.0008653391 -0.0342495741 0.072425137
#> 67 -0.3349337824 -0.28487797 -0.2596475321 0.0441669300 0.134830860
#> 68 0.0523959576 -0.06828035 -0.0859596509 0.2026752763 0.104174142
#> 69 0.2701916595 0.10259501 0.0871380159 0.0578054620 0.154692413
#> 70 -0.1072923883 -0.01858869 -0.1301542488 -0.0301465768 0.111073538
#> 71 -0.0218973553 -0.02414229 0.0386043897 0.2061681101 -0.165318656
#> 72 0.0702684683 0.31445540 -0.1175441519 0.0701791439 0.018739507
#> 73 0.1930219302 0.01738895 0.1083040164 -0.1372564773 0.103751677
#> 74 -0.1881196794 -0.09286241 -0.0517862247 -0.1504454539 0.164982697
#> 75 0.3909916047 -0.09620193 -0.0795163522 -0.0653866660 0.197028907
#> 76 0.3713604610 0.09557956 -0.3832690753 0.0906660502 -0.039550668
#> 77 -0.2150579007 -0.10310548 -0.0003502569 -0.1695291491 0.130356174
#> 78 -0.1148644362 -0.11227075 -0.0569078999 0.0036123525 0.123503617
#> 79 -0.3453559947 0.12475897 -0.0879937149 -0.1556900259 0.167698662
#> 80 -0.3656921084 -0.19401987 0.1676073313 0.0543558954 0.066565363
#> dim.6
#> 1 -0.059330679
#> 2 0.089261109
#> 3 -0.134479578
#> 4 -0.054194460
#> 5 -0.007845917
#> 6 0.306836276
#> 7 -0.021280497
#> 8 0.053761505
#> 9 -0.031422334
#> 10 0.013564779
#> 11 0.433960334
#> 12 0.116787613
#> 13 -0.002537997
#> 14 -0.084764208
#> 15 -0.241304880
#> 16 0.240048791
#> 17 0.116689448
#> 18 0.207972961
#> 19 -0.410806049
#> 20 -0.086976661
#> 21 0.167137562
#> 22 0.350917122
#> 23 -0.302436119
#> 24 -0.262956828
#> 25 0.152082078
#> 26 0.087742858
#> 27 -0.096483835
#> 28 -0.297872063
#> 29 -0.020520016
#> 30 0.225235311
#> 31 0.086941577
#> 32 0.138074355
#> 33 -0.053207811
#> 34 -0.336191495
#> 35 0.308680753
#> 36 -0.390999796
#> 37 0.004249827
#> 38 0.004144650
#> 39 0.349822359
#> 40 0.030834213
#> 41 0.081699774
#> 42 -0.214360685
#> 43 0.178655825
#> 44 0.177777617
#> 45 0.209646341
#> 46 0.161352687
#> 47 0.036713222
#> 48 0.336670455
#> 49 0.226080359
#> 50 -0.100925182
#> 51 -0.123734348
#> 52 0.161032335
#> 53 -0.135596712
#> 54 0.195902003
#> 55 0.167527089
#> 56 -0.077602696
#> 57 -0.170191489
#> 58 0.069004121
#> 59 0.019897208
#> 60 -0.366562201
#> 61 -0.514111998
#> 62 -0.187069944
#> 63 0.065834685
#> 64 0.294596468
#> 65 0.040556418
#> 66 -0.347315487
#> 67 0.033362138
#> 68 -0.071409674
#> 69 -0.255373889
#> 70 0.040007725
#> 71 -0.014882465
#> 72 -0.210947559
#> 73 -0.023700094
#> 74 0.058837946
#> 75 0.028756971
#> 76 0.144268023
#> 77 -0.385029154
#> 78 -0.113829791
#> 79 -0.386991873
#> 80 0.382321575
#>
#> $cox_DKsplsDR
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 2.649e+00 1.414e+01 1.204e+00 2.200 0.027790
#> dim.2 1.017e+01 2.609e+04 2.899e+00 3.508 0.000451
#> dim.3 7.097e+00 1.208e+03 2.550e+00 2.783 0.005386
#> dim.4 1.188e+01 1.439e+05 3.890e+00 3.053 0.002262
#> dim.5 8.429e+00 4.577e+03 4.240e+00 1.988 0.046845
#> dim.6 5.786e+00 3.257e+02 2.409e+00 2.402 0.016325
#>
#> Likelihood ratio test=64.87 on 6 df, p=4.589e-12
#> n= 80, number of events= 17
#>
#> $DKsplsDR_mod
#> $x
#> 1 2 3 4 5
#> 1 0.6211342406 -0.0464998330 0.026603794 -0.065300537 0.1250908215
#> 2 -0.0438666995 0.6185011072 0.096770804 0.075559802 -0.0758698747
#> 3 0.0660635473 0.1335974232 0.581674488 0.019578139 0.0901939729
#> 4 -0.0522716219 0.0859555842 -0.006852699 0.608105325 -0.0179648434
#> 5 0.1550528224 -0.0485410072 0.080696221 -0.001031758 0.5911722397
#> 6 -0.1065998419 -0.1117455450 -0.114965725 -0.075488937 0.0049714697
#> 7 0.0274497488 -0.0787904517 -0.071432729 0.036531912 -0.0352956938
#> 8 -0.0741165851 -0.0751702377 0.089606972 0.006070490 0.0606485619
#> 9 0.1368386517 0.0970357709 0.049792965 -0.013975643 -0.0601837644
#> 10 0.0276623020 0.1943313787 -0.003244820 -0.014980348 -0.0299108485
#> 11 -0.0210769576 -0.1845921778 -0.130950085 -0.091553187 -0.0040672087
#> 12 -0.0427869277 -0.1194203330 -0.037875172 -0.019183108 -0.0351228626
#> 13 -0.0757457609 0.0021000544 -0.035304694 -0.091469737 -0.0439657088
#> 14 -0.0805158706 -0.0089273594 -0.009081648 -0.061236286 -0.0113634489
#> 15 0.1349770407 -0.0067361263 0.021819311 -0.006580982 -0.0526057810
#> 16 0.0712249852 -0.0176854228 -0.044170900 -0.069485076 0.2041422059
#> 17 -0.1012101718 -0.0222435928 -0.108455573 -0.074276037 -0.1008970187
#> 18 0.1829552048 -0.0176202827 -0.032072993 -0.013060290 0.0206784487
#> 19 -0.0421179545 -0.0096394179 0.033190795 0.052459877 -0.0125522077
#> 20 0.0090547031 -0.0724987561 -0.051656417 -0.065996032 -0.0776724279
#> 21 0.1040576228 0.0991041614 0.024522058 0.016946854 0.0364508953
#> 22 0.0097386853 -0.0408439252 0.006875915 -0.143305438 0.0647131412
#> 23 -0.0698381455 0.0751337240 0.079026557 0.010858897 -0.0768098736
#> 24 -0.0136013821 -0.0577959426 0.026674509 0.021897649 0.0410375473
#> 25 -0.0227729029 -0.1238147787 -0.009463458 -0.119984069 -0.0411255359
#> 26 -0.0392190208 -0.1002826010 -0.059270371 0.025549398 -0.0966315843
#> 27 -0.1436895146 -0.0971571863 -0.088111964 -0.078098879 -0.0514711648
#> 28 -0.0323361232 -0.1240268912 0.069199501 -0.077727153 -0.0170842166
#> 29 -0.0654331996 0.0228440690 -0.024794591 -0.080689843 -0.1323873676
#> 30 -0.0905493403 -0.0467124812 -0.122307493 -0.026081463 -0.0362476120
#> 31 0.0410614333 0.0612646968 0.131817416 -0.076435990 0.0528202593
#> 32 -0.0879695213 0.0684546662 -0.079317759 0.061338834 -0.0850721405
#> 33 -0.0046779095 0.1273468137 -0.036780887 -0.025617353 -0.1448683564
#> 34 -0.0688639012 -0.0774696745 -0.080146164 -0.018780868 -0.0955180865
#> 35 -0.0082449637 -0.1421347361 -0.111526533 -0.089276018 0.0379225158
#> 36 0.0065696966 -0.0273795240 0.039077093 -0.021263743 0.0087440522
#> 37 -0.0285790017 -0.0957293550 0.018639280 -0.043738816 0.1160376166
#> 38 -0.0359943429 -0.0947176064 -0.068256473 -0.066433057 -0.1089065055
#> 39 -0.0254771123 -0.0232884131 -0.107693626 -0.121708282 -0.0809244391
#> 40 0.0383042670 -0.0056041018 0.083497857 -0.029766714 0.0657159663
#> 41 -0.0993788298 0.0587594106 -0.064615926 0.137116841 -0.1051522808
#> 42 0.0701507987 -0.1242769231 0.002777748 -0.028266344 0.0700640432
#> 43 -0.0207778839 -0.0279853917 -0.053386033 0.017617590 -0.0127705404
#> 44 -0.0001345697 0.0703864026 -0.002531707 -0.063439459 -0.0963365287
#> 45 -0.0601954019 -0.0281809912 -0.068785452 -0.049998238 -0.1516998873
#> 46 -0.0556335689 -0.1561905358 -0.042204987 -0.034400789 0.2050737485
#> 47 0.0935864712 0.0631615134 0.091236307 0.018801875 0.0693411926
#> 48 -0.0998400369 0.0336624262 -0.087687636 0.127475565 -0.0486048780
#> 49 0.0652240481 -0.0634333021 -0.062190116 -0.084225683 0.1825446716
#> 50 0.0369324407 -0.0002956861 -0.069571387 0.065620956 -0.0336966589
#> 51 0.0454005795 0.0656373816 -0.046501838 0.187974023 -0.0343142424
#> 52 -0.0487836339 0.1513677524 0.084706207 -0.067453457 0.0061694982
#> 53 0.1175084864 0.0378847205 -0.003795938 -0.062361527 -0.0808350625
#> 54 -0.0899868374 0.1016300619 0.001520101 0.096459565 0.0328983124
#> 55 -0.0235564036 0.1473567933 0.102686161 0.072021308 0.0573607540
#> 56 0.1643416522 -0.0371434624 -0.029847411 0.106646405 -0.0599672501
#> 57 0.1428707797 0.0172653442 -0.051536301 -0.002772891 -0.0420089477
#> 58 -0.0957706673 0.1053526067 -0.108966584 0.004451145 -0.0734102149
#> 59 0.0116494032 -0.1388908664 -0.086974368 -0.020212731 -0.0080736777
#> 60 -0.0637307106 -0.1095714643 -0.032084349 -0.012350312 -0.0199179206
#> 61 -0.1207656405 -0.0670785418 0.015096016 0.026972652 -0.0510351708
#> 62 -0.0039843481 0.0809221276 0.008462285 0.061880993 -0.0135070835
#> 63 -0.0878782896 -0.1039281325 0.056774518 -0.006510779 0.0112186378
#> 64 0.0590317779 0.1442932515 0.076162828 -0.005500157 0.1378343614
#> 65 0.0347727383 0.1445441396 0.063225948 0.119501102 -0.0369431844
#> 66 -0.0064670217 -0.0059425771 0.184404793 0.009711732 -0.0446546492
#> 67 0.0096893243 -0.0464047764 0.075584550 0.048775724 -0.0526118846
#> 68 0.0866832104 -0.0692060767 0.001578265 -0.058305321 0.0674256291
#> 69 0.0907682066 0.0656774122 0.113313614 0.038644588 0.1704205484
#> 70 -0.0473604326 -0.0730708477 -0.075157352 0.009470924 -0.0880974765
#> 71 -0.0154016715 -0.0213242856 -0.052572453 0.106136043 0.0372617519
#> 72 -0.0605711070 -0.1310733480 -0.012134300 -0.087735038 -0.0288476076
#> 73 -0.0760247640 0.0218492444 -0.039103061 -0.031840420 -0.0624342208
#> 74 -0.0318075601 0.1128475125 0.052733019 0.156984369 0.0016172149
#> 75 0.0162567749 0.0738902516 0.053832123 -0.021988814 0.0649017093
#> 76 -0.0000735316 -0.1406466127 -0.054702939 -0.046116053 0.3135614168
#> 77 -0.1047341952 0.0376253346 -0.011862288 0.091733951 -0.1027284632
#> 78 -0.0202566684 0.0384038694 0.125429504 -0.028263193 -0.0007425512
#> 79 -0.1029146191 0.0028499050 -0.038999105 0.018334750 -0.1008974351
#> 80 0.0365715225 0.0606746702 -0.040065218 -0.062962431 -0.0742268157
#> 6 7 8 9 10
#> 1 -0.112019916 0.0236403374 -0.082648440 0.105244067 0.052959882
#> 2 -0.114532485 -0.0799667298 -0.081068959 0.068074320 0.222262092
#> 3 -0.080926046 -0.0357823876 0.120534870 0.057658133 0.061512513
#> 4 -0.067880096 0.0457514160 0.010567550 -0.032541312 0.023346147
#> 5 0.029513397 -0.0091431043 0.082078708 -0.061816348 0.025348733
#> 6 0.615714167 -0.0401275823 -0.004399342 -0.061608745 -0.070235110
#> 7 -0.041738245 0.6173248292 -0.006605449 -0.010807727 -0.041238922
#> 8 -0.001287561 -0.0018830057 0.612602385 -0.094659694 -0.065411922
#> 9 -0.035434234 0.0169774459 -0.071596965 0.589539656 -0.030122649
#> 10 -0.100952764 -0.0703459138 -0.099241357 -0.087014814 0.646431821
#> 11 0.026588997 0.1077876475 0.094734699 -0.080475970 -0.104196296
#> 12 0.063497026 0.0800003226 -0.042036008 -0.121825779 -0.094876267
#> 13 -0.021342016 -0.1624582230 0.007069548 -0.020510674 -0.009689357
#> 14 0.138282791 0.0239760383 -0.020140428 -0.068858481 -0.073399751
#> 15 -0.120112701 -0.0379096747 -0.002182804 0.190623618 -0.019326727
#> 16 0.025018156 -0.1041082053 0.022068212 0.005888539 -0.063392296
#> 17 0.018453501 -0.0647786586 -0.109077144 -0.012931354 -0.100811086
#> 18 0.037544998 -0.0222347035 -0.028242851 0.071452970 -0.035054047
#> 19 -0.059379036 -0.0098818436 -0.023344505 0.155781178 -0.064962302
#> 20 0.021502674 0.1788439403 -0.015764659 0.053068475 -0.085254988
#> 21 -0.054496441 0.0604292702 -0.108109271 -0.032214421 0.185451950
#> 22 0.038899024 -0.0340825794 0.008066012 -0.013341537 -0.078748786
#> 23 -0.058230073 -0.0435846431 -0.015396318 -0.032927864 0.069646865
#> 24 -0.013193783 0.0462179987 0.056179009 -0.073137581 -0.054976961
#> 25 0.150706854 0.1220734610 -0.013003638 -0.030865482 -0.107532354
#> 26 0.079608885 0.1031789438 -0.069786294 -0.071146120 -0.030713056
#> 27 0.048212482 -0.1161980949 -0.002360922 -0.074371817 -0.077543722
#> 28 -0.060645930 -0.0568134988 0.080433851 -0.001694981 -0.127566610
#> 29 0.062629241 -0.0618179642 -0.156861354 0.084833508 -0.051603619
#> 30 0.025177359 0.0759589137 -0.131006911 -0.131479734 0.016160822
#> 31 -0.045870257 -0.0281782003 -0.043189587 -0.013799162 -0.012081236
#> 32 -0.093015501 0.0136783997 -0.087620809 -0.174065153 0.096644271
#> 33 0.003145256 -0.1098629217 -0.144166854 0.120732938 0.064935848
#> 34 -0.045678459 -0.0679864871 0.028696661 -0.050838062 -0.121147075
#> 35 0.025575449 -0.1508932770 0.014105089 -0.150771002 -0.044301576
#> 36 -0.044587791 -0.0332926272 0.034965692 -0.058604595 0.038859477
#> 37 0.005364570 0.0042030290 0.004033282 -0.025013819 -0.060530703
#> 38 0.102496900 -0.0376639785 -0.088506700 -0.030603678 -0.077180145
#> 39 0.147477751 0.0791091554 -0.161428395 0.021772466 -0.016165854
#> 40 0.002302365 -0.0363311864 0.005173703 0.074335360 -0.076995955
#> 41 0.020939764 0.0289619435 -0.046796396 0.031080819 -0.061512897
#> 42 -0.060856051 -0.0285049633 0.186094904 -0.058362317 -0.007380011
#> 43 -0.028455831 0.0108942780 -0.086651174 -0.128405231 0.051603540
#> 44 0.082987497 -0.0532944452 -0.124490976 0.069938599 0.032764614
#> 45 0.031958541 0.0510735212 -0.040068950 0.179445319 -0.108568909
#> 46 0.168264104 -0.0090077962 0.128640626 -0.173650741 -0.045399401
#> 47 -0.024124928 0.0253655631 -0.023617035 0.074904965 0.075857528
#> 48 0.050607992 -0.0488497063 0.013994893 0.004527502 0.001127295
#> 49 0.097423149 -0.0583474404 -0.022740517 -0.029673835 0.028754085
#> 50 -0.103949018 0.0363114248 -0.006867878 -0.045932049 0.096449626
#> 51 -0.076600269 -0.0329209353 -0.042398413 0.057398341 0.082382902
#> 52 -0.049099690 -0.1539237033 0.019549344 0.095669032 0.028053878
#> 53 -0.022322611 -0.0593193236 -0.060363256 0.323237368 -0.026941553
#> 54 0.048573414 -0.0432303579 0.018508678 -0.120155387 0.247049440
#> 55 -0.043689405 -0.0607691213 0.001723077 0.026230116 0.089755516
#> 56 -0.097594208 0.0568002746 -0.093695904 -0.010472895 0.064384347
#> 57 -0.083955104 -0.0032754583 -0.108398895 0.009249210 0.010520009
#> 58 0.103297470 0.0359884971 -0.078811858 -0.060493779 0.124400423
#> 59 0.022813017 0.2149248077 0.021238673 -0.150510894 0.008271479
#> 60 0.083813995 0.0992565260 -0.027623504 -0.114402393 -0.034009988
#> 61 -0.059039808 0.0911877734 0.090707666 -0.062794123 -0.039819468
#> 62 -0.065138882 -0.0684944245 -0.029863081 0.041391882 0.098337984
#> 63 -0.075910082 -0.0279290139 0.164998264 -0.021114950 -0.142069324
#> 64 -0.018726779 -0.1351035354 -0.010616496 0.048480948 -0.009054064
#> 65 -0.052924891 -0.0229954136 0.107024240 0.154545471 0.055406014
#> 66 -0.057553061 -0.0096210941 0.061652171 0.005901149 0.067138715
#> 67 -0.096037682 0.0191972726 0.011913158 -0.036396020 -0.080133802
#> 68 -0.095176740 0.1285036985 0.037186935 0.104476894 -0.041965195
#> 69 -0.121189913 0.1030422345 0.096602304 0.037768496 0.084798270
#> 70 0.081588871 0.0355906737 0.084601863 -0.007625122 -0.132188143
#> 71 -0.053260816 0.0583283849 -0.048786413 -0.127531788 0.017289545
#> 72 -0.003937212 -0.0289286889 0.071208448 0.031155159 -0.138876395
#> 73 0.030742957 -0.1023888590 -0.007701081 -0.005433606 0.072106377
#> 74 -0.051464805 -0.0348531281 -0.010178338 -0.014641523 0.090687501
#> 75 -0.001184081 -0.0672442691 0.184964181 0.092389121 -0.042850784
#> 76 0.015196166 -0.0219366633 0.094864966 -0.135883983 -0.055164189
#> 77 0.020891069 -0.0040727365 -0.009747915 -0.033266285 -0.016413392
#> 78 -0.053720298 -0.1013134704 0.025452893 -0.032219863 -0.051930590
#> 79 -0.014185299 -0.0005469637 -0.007226373 -0.060357416 -0.040721892
#> 80 0.054610951 -0.0023810192 -0.107806141 0.060454486 -0.060640139
#> 11 12 13 14 15
#> 1 0.0042957911 -0.0748758123 -7.985450e-02 -1.109229e-01 0.1156953086
#> 2 -0.1565862957 -0.1488760843 6.244455e-04 -3.670130e-02 -0.0233847249
#> 3 -0.0661175837 -0.0305043032 4.631664e-05 -2.896815e-05 0.0419973315
#> 4 -0.0531515233 -0.0382430773 -8.254956e-02 -7.861444e-02 -0.0128337989
#> 5 0.0512675409 -0.0372497463 -1.811245e-02 -1.180852e-02 -0.0419255121
#> 6 0.0573818196 0.0368282153 -2.003068e-02 1.132958e-01 -0.1339743595
#> 7 0.1369698076 0.0517208494 -1.627576e-01 -2.621623e-03 -0.0533819954
#> 8 0.1286393026 -0.0655930375 1.149266e-02 -4.201565e-02 -0.0129326810
#> 9 -0.0235086370 -0.1223200789 6.975168e-03 -6.767097e-02 0.2029364704
#> 10 -0.1041211277 -0.1522627318 -3.909568e-02 -1.291044e-01 -0.0639060396
#> 11 0.6465069893 0.0571854226 3.893655e-03 -1.226472e-01 -0.0215175513
#> 12 0.1146470559 0.5890453560 3.556381e-03 8.561711e-02 -0.0339085070
#> 13 0.0333751462 -0.0244237609 6.170255e-01 -1.064832e-01 0.1464197329
#> 14 -0.0668673325 0.0839353021 -8.018492e-02 5.907272e-01 -0.1619689733
#> 15 0.0231369294 -0.0467156596 1.615927e-01 -1.730943e-01 0.6018525086
#> 16 -0.0214718264 -0.1312659425 -3.511346e-02 6.691020e-03 -0.0226876072
#> 17 -0.0188455950 0.1417662982 1.119287e-01 4.131535e-02 -0.0190799599
#> 18 -0.0334618616 0.0145020512 -7.772328e-02 -1.755074e-02 0.0708988325
#> 19 -0.0192033593 -0.0394440596 5.671586e-02 -4.151194e-02 0.1056760885
#> 20 0.0535297917 0.0350182455 -1.246025e-01 1.936976e-01 -0.0708680611
#> 21 -0.0954159741 -0.1089368183 -1.149097e-01 -7.627674e-03 -0.0524627375
#> 22 0.0040264903 0.0569640140 6.699304e-02 6.754648e-02 0.0028922453
#> 23 -0.0875256771 -0.0393253096 7.133164e-02 -2.979217e-02 0.0318749386
#> 24 0.0005888761 -0.0448958795 -1.558958e-01 1.412421e-01 -0.1160731352
#> 25 -0.0205871981 0.1893848473 -6.880555e-02 1.516432e-01 -0.0361539660
#> 26 0.1094744203 0.1721321990 -1.151688e-01 3.381740e-02 -0.1147112040
#> 27 0.0822590003 0.0308727078 3.128558e-01 -1.155234e-01 0.0192651390
#> 28 0.0037988231 -0.0467132383 4.239998e-03 -1.418371e-01 0.1095277548
#> 29 -0.0552671847 0.0220741201 -4.269454e-02 -5.464050e-03 -0.0005463624
#> 30 -0.0215190543 0.0675327552 -1.248880e-01 3.761421e-02 -0.1501333972
#> 31 -0.0504067433 0.0001366353 9.270726e-04 1.402049e-02 0.0359481986
#> 32 -0.1054733633 0.0005051880 -1.000072e-01 -3.072509e-02 -0.1214146185
#> 33 -0.1118442328 -0.0930634475 8.141784e-02 -4.438178e-02 0.0482848078
#> 34 -0.0226425604 0.0412676529 6.412921e-04 1.005900e-01 -0.0418632508
#> 35 -0.0150097966 -0.0994009349 1.796791e-02 -1.193029e-01 -0.0774298781
#> 36 0.0069685886 0.0935820085 1.223368e-02 -3.799935e-03 0.0121209149
#> 37 0.0383748909 -0.0150165704 -9.241554e-02 6.494883e-02 -0.0709530711
#> 38 0.0876818090 0.1589144821 -7.723638e-03 2.007338e-02 -0.0148959675
#> 39 0.0090355665 0.0459315566 -1.035223e-01 1.024336e-01 -0.1289553247
#> 40 -0.0882875736 -0.0353398062 -5.030993e-02 5.350664e-02 0.0177233812
#> 41 -0.0659802328 -0.0231333238 -7.221364e-02 -3.025122e-02 0.0022098174
#> 42 0.0774771435 -0.0949860778 6.588980e-02 -1.720652e-01 0.1350418830
#> 43 -0.0040385835 0.1284832696 -1.106817e-03 1.655620e-02 -0.0311168824
#> 44 -0.1039722080 -0.0655017874 -7.705634e-02 -2.866757e-02 -0.0737495292
#> 45 0.0597143279 0.0133867385 -3.144534e-02 2.436890e-02 0.0063485200
#> 46 0.0880481066 0.0935855373 -5.389322e-02 3.252327e-02 -0.1587409749
#> 47 0.0047414557 -0.0634651715 -3.590497e-02 -4.324679e-02 0.0004175386
#> 48 0.0073682891 -0.1112620228 -1.296547e-02 -1.550994e-01 -0.0376377154
#> 49 0.1335437050 -0.0170034885 1.259129e-01 -5.080823e-02 -0.0618179591
#> 50 0.0468510550 -0.0237378364 2.896189e-02 -1.224352e-01 0.0296411744
#> 51 -0.0159905207 -0.0361485550 1.052985e-01 -1.408295e-01 0.1682202330
#> 52 -0.1069679125 -0.2000447841 1.207042e-01 -9.123757e-02 0.0500009808
#> 53 -0.0646809886 -0.0998473021 7.117122e-02 -1.101843e-01 0.2271974832
#> 54 -0.0308705515 -0.0299556325 -4.260513e-02 1.812320e-02 -0.1021743028
#> 55 -0.1232892417 -0.1460327479 -5.909756e-02 2.937679e-02 -0.0605400463
#> 56 -0.0584825289 -0.0189967068 -7.544314e-02 -1.168231e-01 0.0808443817
#> 57 -0.0711608823 -0.0419966667 -5.943170e-02 -1.653401e-03 0.0176516106
#> 58 -0.0147867114 0.0034420572 -2.977536e-02 1.486779e-01 -0.1192016235
#> 59 0.1092915817 0.1292495596 -1.417984e-01 3.435301e-02 -0.1172631904
#> 60 0.0363207112 0.2158077950 2.536653e-02 1.147627e-01 -0.0131026476
#> 61 0.0643886988 0.0214062462 -2.550162e-02 -4.578890e-03 -0.0326874083
#> 62 -0.0247621881 0.0155209755 2.636963e-01 -6.537650e-02 0.1469593314
#> 63 0.0064245260 -0.0892584463 -4.170541e-02 -1.076669e-01 0.0484090124
#> 64 -0.1011857650 -0.1056337542 8.582633e-02 -2.993734e-02 -0.0206620346
#> 65 0.0067507911 -0.1416436820 -5.670083e-03 -7.548637e-02 0.0708302043
#> 66 0.0019599306 0.0403392582 -4.360155e-02 5.249986e-02 -0.0091518147
#> 67 -0.0449161684 0.1314381902 -2.182355e-02 5.135498e-02 0.0167798124
#> 68 0.0434009347 -0.0653209216 -5.858201e-02 -6.182540e-04 0.0935003435
#> 69 0.0150280883 -0.0837634546 -1.610690e-02 1.961475e-02 0.0229174443
#> 70 -0.0389413279 0.0050005364 -8.621072e-02 6.230623e-02 0.0095243770
#> 71 0.0307565073 0.0801875071 -5.671396e-02 -1.054058e-01 -0.0536511564
#> 72 0.0222620926 -0.0041685483 -6.436440e-02 4.719723e-02 -0.0012402917
#> 73 0.0581810537 -0.0649637073 2.512633e-01 -2.325575e-02 0.0206574703
#> 74 -0.0646424185 0.0618987704 3.221081e-03 8.281422e-03 -0.0289595381
#> 75 -0.0236706073 -0.1196924726 1.003714e-01 4.914076e-02 0.0311470208
#> 76 0.1487338489 0.0321470381 -8.546485e-03 -5.667330e-02 -0.0981452946
#> 77 -0.0730267735 0.0372883880 8.795700e-02 9.537996e-02 0.0052731856
#> 78 -0.1253537863 0.0390673525 2.429985e-03 9.781793e-02 -0.0344523828
#> 79 -0.0346560189 0.0976990280 2.881009e-03 1.920278e-01 -0.0684520496
#> 80 -0.1245115705 0.0057752340 -6.548169e-02 5.838743e-02 -0.0259759509
#> 16 17 18 19 20
#> 1 0.066937705 -1.194531e-01 0.148958635 -0.0683864096 -0.0088494314
#> 2 -0.019339569 -3.785343e-02 -0.048983719 -0.0332747395 -0.0877697571
#> 3 -0.008998427 -8.723879e-02 -0.026609810 0.0463820932 -0.0301007980
#> 4 -0.060743441 -7.949010e-02 -0.034027945 0.0392203376 -0.0708712510
#> 5 0.229816927 -8.917799e-02 0.016643879 -0.0088586619 -0.0656145615
#> 6 0.026150950 5.630601e-03 0.008968502 -0.0802274168 0.0090186139
#> 7 -0.104586074 -7.921222e-02 -0.052421862 -0.0323408873 0.1647492173
#> 8 0.026312787 -1.187883e-01 -0.053707566 -0.0410811045 -0.0251369381
#> 9 0.033195843 4.202570e-04 0.069050984 0.1611073077 0.0667589255
#> 10 -0.092977156 -1.443516e-01 -0.094348197 -0.1165283375 -0.1284567021
#> 11 -0.051131855 -6.246132e-02 -0.092831180 -0.0708445631 0.0102529086
#> 12 -0.103464338 1.556122e-01 0.012594366 -0.0336236300 0.0492029957
#> 13 -0.035291994 9.779443e-02 -0.107611112 0.0345561440 -0.1383979249
#> 14 0.032810813 5.347945e-02 -0.021140241 -0.0373733253 0.2062005300
#> 15 -0.007693155 -1.804120e-02 0.056183995 0.0986893655 -0.0694904635
#> 16 0.616846961 -2.629831e-02 0.129627378 -0.1339761502 -0.0512647564
#> 17 -0.012342620 6.028913e-01 0.091911686 0.0118914409 0.0004165621
#> 18 0.159336669 1.076653e-01 0.587137671 -0.0645319680 -0.0026147118
#> 19 -0.111994975 1.991692e-02 -0.072260083 0.5948657856 0.0426510742
#> 20 -0.037647902 7.772264e-05 -0.018707147 0.0342867536 0.6032301062
#> 21 0.123458604 -9.816281e-02 0.077482455 -0.1705572998 -0.0542299636
#> 22 0.068700714 -8.448462e-03 -0.028387673 -0.0976943151 -0.0361281352
#> 23 -0.035309549 5.028997e-02 -0.017643914 -0.0031466787 -0.0876969499
#> 24 0.118239700 -8.833934e-02 -0.024272302 -0.0725720533 0.1029354846
#> 25 -0.063303035 9.035693e-02 0.073626969 -0.0442677069 0.0654382334
#> 26 -0.113963305 8.299386e-02 -0.029315214 -0.0486780010 0.1003206233
#> 27 -0.068373616 9.804724e-02 -0.107940542 -0.0011917059 -0.1766724914
#> 28 -0.001601076 -6.197042e-02 -0.043101686 -0.0401914992 -0.1285503608
#> 29 -0.030496618 1.968258e-01 0.044300457 0.0344534222 0.0062324164
#> 30 -0.060181831 6.319196e-02 0.005536639 -0.1049595192 0.0085763571
#> 31 0.011898280 -2.991486e-02 -0.048012458 -0.0372544834 -0.0841481085
#> 32 -0.075453085 -8.414921e-02 -0.105432455 -0.1383980642 -0.0788293852
#> 33 -0.035611137 4.891802e-02 -0.042473358 0.0311319157 -0.0152142124
#> 34 -0.061296707 1.139489e-01 -0.015057103 0.1375149964 0.0585637434
#> 35 0.037741104 -1.203499e-01 -0.108717775 -0.1248247488 -0.1146332476
#> 36 -0.071675790 5.378106e-02 -0.022879372 0.0880105064 -0.0633284821
#> 37 0.046480379 -4.363513e-02 -0.015196863 0.0419101654 0.0695361720
#> 38 -0.045519120 1.025061e-01 0.092001751 -0.0243035085 0.0026251316
#> 39 0.032408044 1.095480e-01 0.075955480 -0.1238034659 0.0755325607
#> 40 0.156922615 -8.042018e-02 -0.040193683 -0.0454172255 -0.0101880500
#> 41 -0.048736424 -3.360626e-02 0.020443176 -0.0171811664 -0.0160167150
#> 42 0.012885719 -1.197010e-01 0.007865188 -0.0427937351 -0.1282859990
#> 43 -0.025564326 5.176955e-02 -0.031471078 -0.0542716081 0.0379537978
#> 44 -0.024537367 -3.484374e-02 -0.030749582 -0.1350200874 -0.0312867151
#> 45 -0.086311224 1.709838e-01 0.084987753 0.0649285468 0.2467039283
#> 46 0.073877236 -5.389095e-02 0.015197135 -0.1337611032 -0.0629659007
#> 47 0.006202386 -3.388678e-02 0.074284951 -0.0364801706 0.0239351963
#> 48 -0.070147873 -7.014831e-02 -0.021575567 -0.0406183501 -0.0862313990
#> 49 0.163603272 1.083109e-02 0.015640484 -0.0942105788 -0.1235862495
#> 50 -0.095948079 -3.868321e-02 -0.018258784 -0.0103184492 -0.0949002367
#> 51 -0.078336910 1.324828e-03 0.020959109 0.1699655349 -0.0613838688
#> 52 0.130450349 -5.453007e-02 -0.074937100 -0.0716555506 -0.1351457215
#> 53 0.005875803 -1.225486e-02 0.066126400 0.0856070276 -0.0550549167
#> 54 -0.002772770 -1.313218e-02 -0.007262777 -0.0647171616 -0.0483688961
#> 55 0.104047896 -7.694581e-02 0.044862094 -0.0204039299 -0.0736538231
#> 56 -0.021554555 -5.335541e-02 0.103036312 -0.0354695238 0.0455440889
#> 57 0.035006534 3.837182e-02 0.129099319 0.0643754016 0.0632471454
#> 58 -0.035897950 5.194084e-02 -0.042240634 -0.0430967638 0.0688225053
#> 59 -0.101925205 -9.835847e-02 -0.012032097 -0.1157437361 0.1160964694
#> 60 -0.108618619 1.693127e-02 -0.033913669 0.0934058443 -0.0024508033
#> 61 -0.132009140 2.060842e-02 -0.103021730 0.1793085464 0.0451951307
#> 62 -0.062336296 5.217452e-02 -0.053695441 0.1056842878 -0.1175800076
#> 63 0.007079587 -1.606833e-01 -0.155740715 -0.0203863443 -0.0705829358
#> 64 0.137896872 1.557397e-02 0.030904367 -0.0775812546 -0.1136206565
#> 65 0.036618737 -2.055981e-02 0.103557702 0.0241648968 -0.0653415338
#> 66 -0.098015911 -6.149142e-02 -0.088230490 0.0838103009 0.0581573902
#> 67 -0.042330634 5.492296e-02 0.106533088 -0.0001537168 0.0519555410
#> 68 0.124498811 -2.045347e-02 0.020036853 0.0054103189 0.1491865224
#> 69 0.010802540 -3.786997e-02 -0.043169169 0.1727190716 0.0692917354
#> 70 -0.050488204 -3.381852e-03 0.084900984 0.0001893511 0.0744573429
#> 71 -0.096340231 -9.707763e-02 -0.107858084 -0.0903993056 -0.1115787802
#> 72 -0.029364300 -2.248014e-02 -0.016088959 0.1360982919 0.0657107021
#> 73 -0.061409871 4.656804e-02 -0.106366563 0.0447603472 -0.0458586309
#> 74 -0.075970211 -5.217073e-03 -0.014370621 0.0576201400 0.0172575793
#> 75 0.081321253 -1.174333e-01 -0.047449365 0.0555244788 0.0183838249
#> 76 0.137788639 -3.493228e-02 -0.035162278 -0.0847373783 -0.0743504995
#> 77 -0.143091098 -1.314375e-03 -0.139817557 0.1732630181 0.0205629452
#> 78 0.006184623 4.769066e-03 -0.009645464 0.0773759510 -0.0189458541
#> 79 -0.103913365 1.065394e-01 -0.094105102 0.1427053131 0.2587880288
#> 80 0.043218586 5.678287e-02 0.140020323 -0.1036295197 -0.0081147052
#> 21 22 23 24 25
#> 1 0.090614854 -0.001467315 -0.101978988 -0.020211814 -0.045199598
#> 2 0.088294526 -0.049416792 0.045626015 -0.061773241 -0.143608340
#> 3 0.050539042 0.035129668 0.086345468 0.059523830 0.007569601
#> 4 0.016533001 -0.141482523 -0.008253029 0.028316133 -0.129381849
#> 5 0.052970127 0.083469142 -0.078988715 0.064389116 -0.033590230
#> 6 -0.062519136 0.033113098 -0.084950841 -0.014384141 0.133700233
#> 7 0.050795913 -0.041479168 -0.071916074 0.043416978 0.103456178
#> 8 -0.113020185 0.005391867 -0.039005305 0.058100433 -0.026898478
#> 9 -0.014062606 0.007047048 -0.033474121 -0.048153428 -0.021697592
#> 10 0.146711601 -0.115252366 0.012208443 -0.086884973 -0.155256629
#> 11 -0.134231492 -0.032552258 -0.145039268 -0.031394304 -0.068386642
#> 12 -0.090290702 0.077846899 -0.039377267 -0.019417427 0.199047037
#> 13 -0.124243718 0.059895786 0.043299540 -0.158397531 -0.087123504
#> 14 0.009336630 0.086747550 -0.031525943 0.165038747 0.159623529
#> 15 -0.046623774 0.010967977 0.019015829 -0.103401835 -0.039298929
#> 16 0.114303115 0.061781994 -0.063163111 0.115916548 -0.081442450
#> 17 -0.093362609 -0.001411488 0.036392102 -0.076706794 0.086173207
#> 18 0.098036256 -0.005597103 -0.015788186 0.003113836 0.085196844
#> 19 -0.157731613 -0.082631860 -0.009019066 -0.052914030 -0.040425947
#> 20 -0.049768598 -0.029430001 -0.101933658 0.114229187 0.060915673
#> 21 0.607691472 0.006427176 0.040677004 0.034252547 -0.018063966
#> 22 0.004190408 0.609928241 -0.013066020 -0.083227972 0.129251186
#> 23 0.059375077 0.007868822 0.588993399 -0.076317293 -0.018579022
#> 24 0.027420210 -0.087823540 -0.101847703 0.614523809 -0.059611329
#> 25 -0.009080040 0.140471880 -0.028293169 -0.043795066 0.598707546
#> 26 -0.066699732 -0.049216006 -0.043594417 0.023327050 0.050183254
#> 27 -0.141587689 0.057079244 0.063890553 -0.117824026 -0.080575547
#> 28 -0.087555715 0.058228556 0.022122924 0.008871016 -0.045270343
#> 29 -0.048877769 -0.055834491 -0.008974480 -0.048836614 0.002855038
#> 30 0.054385460 -0.054368780 -0.043292441 -0.000743101 0.004664750
#> 31 0.043276735 0.158864839 0.054757876 0.044918715 0.017615593
#> 32 0.059755414 -0.008666025 0.014416277 -0.055912473 -0.051370745
#> 33 0.051067506 -0.029694139 0.041595074 -0.134199412 -0.018469639
#> 34 -0.156595677 -0.080625650 -0.030048041 0.056400552 -0.017130537
#> 35 -0.102917776 -0.111441482 -0.080511530 -0.005773139 -0.168710189
#> 36 -0.084267453 0.038978090 0.131807517 -0.022387730 0.048510885
#> 37 -0.035005136 -0.020050558 -0.120263260 0.247449849 -0.019354382
#> 38 -0.011851407 0.004298704 -0.054176523 0.061466752 0.037626241
#> 39 0.109820303 0.003671293 -0.026583772 0.004607174 0.118830349
#> 40 0.039183941 0.171233694 -0.023292129 0.032924399 0.067490095
#> 41 0.032152002 -0.009768573 0.006381510 -0.057332740 -0.023222540
#> 42 -0.060106326 -0.039264849 0.063946410 -0.068882018 -0.071185497
#> 43 0.125450987 0.104363806 -0.017301711 -0.054196482 0.035762557
#> 44 0.061377747 0.056433854 0.016841885 -0.028905265 -0.007863516
#> 45 -0.103290813 -0.049277287 -0.053969755 -0.060545997 0.036480166
#> 46 0.008044079 0.037582362 -0.042886510 0.026429723 0.091619464
#> 47 0.140171283 -0.057355174 -0.001591853 0.065715729 -0.023121565
#> 48 -0.090733068 -0.070989282 -0.102014632 -0.076273592 -0.124704610
#> 49 0.012896612 0.042873088 0.030109297 -0.055622752 -0.065622277
#> 50 -0.024799265 -0.118454127 0.064482691 -0.124055844 -0.095826659
#> 51 -0.044611510 -0.104291417 -0.047277594 -0.139413013 -0.096115049
#> 52 0.024346494 0.056694677 0.108343419 -0.038196773 -0.112412270
#> 53 -0.047546381 0.018751294 0.035094820 -0.082238655 -0.028726958
#> 54 0.108559819 -0.063637201 0.060582422 0.003166074 -0.079144067
#> 55 0.181744912 -0.077276772 0.120365764 0.047572603 -0.101545315
#> 56 0.155371875 -0.132908358 0.026399062 -0.027434099 -0.065796450
#> 57 0.083614051 -0.093037443 -0.034737227 0.025277466 -0.015344617
#> 58 0.036042712 -0.091764651 -0.028642098 -0.003743366 -0.011153067
#> 59 0.021174731 -0.034027923 -0.132856827 0.085279105 0.061400881
#> 60 -0.026003342 -0.043378490 0.067727054 -0.032831281 0.188695501
#> 61 -0.108711049 -0.125018216 0.077257690 0.059992489 -0.035156019
#> 62 -0.026215891 0.058649839 0.202733986 -0.105593088 -0.058719618
#> 63 -0.126088626 -0.050479286 -0.045151375 0.039330541 -0.104238007
#> 64 0.018530945 0.143196254 0.008717810 -0.033021761 -0.088602832
#> 65 0.006163050 -0.088591648 0.079958224 -0.022603096 -0.122484514
#> 66 -0.055560781 0.007037179 0.096277267 0.026196580 0.020938183
#> 67 0.003940956 0.000135855 0.049678800 0.025720134 0.057602526
#> 68 0.055750560 -0.021607687 -0.072062835 0.096011344 0.053448217
#> 69 -0.008406621 -0.021738855 0.017692401 0.036902978 -0.048289087
#> 70 -0.104061523 -0.009961277 -0.089149335 -0.001275830 0.170568870
#> 71 0.029870051 0.001540356 -0.069434414 -0.096959503 -0.023234515
#> 72 -0.130062806 -0.049366293 -0.100813147 0.058925064 0.019462050
#> 73 -0.079714782 0.022637862 0.105957411 -0.095282121 -0.106908385
#> 74 0.014907426 -0.041204656 -0.065523447 -0.005786220 -0.022093405
#> 75 -0.055010576 0.096332378 -0.065375565 -0.004387232 -0.055426403
#> 76 -0.039641682 -0.047334490 -0.117243407 0.082060612 -0.044330281
#> 77 -0.102570608 0.007196274 0.097162778 -0.077143202 0.058933663
#> 78 -0.042704010 0.048336407 -0.028843179 0.070271817 0.058077396
#> 79 -0.119079120 -0.072658293 -0.002014258 0.057877047 0.007598993
#> 80 0.130799728 0.091630735 -0.021612501 -0.033135703 0.228707706
#> 26 27 28 29 30
#> 1 -0.048217898 -0.141265633 -0.0227556747 -0.071695460 -0.088725798
#> 2 -0.106648345 -0.092100171 -0.1118133092 0.019214942 -0.042255806
#> 3 -0.028809495 -0.046228329 0.1182397027 0.008402902 -0.081024198
#> 4 0.029579436 -0.062646082 -0.0551177894 -0.073923188 -0.011229006
#> 5 -0.075668460 -0.019085282 0.0224582330 -0.108687627 -0.004462069
#> 6 0.076030082 0.056056437 -0.0456454077 0.061787055 0.032420975
#> 7 0.097989478 -0.109964802 -0.0434236388 -0.064270813 0.081591867
#> 8 -0.070253316 0.008594814 0.0985461548 -0.154591759 -0.120651513
#> 9 -0.048550412 -0.040353351 0.0394800523 0.110165832 -0.098061608
#> 10 -0.065009513 -0.100417421 -0.1432837411 -0.083163459 -0.007313216
#> 11 0.075102795 0.059310133 -0.0119934770 -0.086902194 -0.045068261
#> 12 0.195222207 0.065385474 -0.0050439050 0.047900745 0.101445182
#> 13 -0.120058966 0.319388399 0.0179291885 -0.044848056 -0.118955731
#> 14 0.055225595 -0.082692460 -0.1018495476 0.018680762 0.069844827
#> 15 -0.104428349 0.040970753 0.1383899355 0.012473109 -0.129028123
#> 16 -0.118674902 -0.061662455 0.0122666525 -0.032471598 -0.054071009
#> 17 0.092237954 0.118714100 -0.0341469935 0.208806488 0.083258477
#> 18 -0.004317521 -0.071520091 0.0004753325 0.072034767 0.041356752
#> 19 -0.031408423 0.027500631 -0.0043425955 0.054459617 -0.076867522
#> 20 0.109225881 -0.156344476 -0.1010657777 0.017874291 0.028304034
#> 21 -0.062255840 -0.125721039 -0.0645324977 -0.041697261 0.069651770
#> 22 -0.047008883 0.070709126 0.0790150049 -0.050890751 -0.041339238
#> 23 -0.020452452 0.098455276 0.0638442149 0.016904102 -0.009328057
#> 24 0.020938605 -0.108789713 0.0250618959 -0.048488442 0.007690873
#> 25 0.063611072 -0.055724970 -0.0132631999 0.019019473 0.028914987
#> 26 0.612135364 -0.003904226 0.0041904465 0.168398832 0.142538628
#> 27 -0.015326985 0.623558122 0.1871930603 0.026895935 -0.035688915
#> 28 -0.014388879 0.180036493 0.6307146892 0.026583645 -0.068226508
#> 29 0.165662215 0.035582077 0.0424263537 0.614871981 0.056824450
#> 30 0.131716209 -0.035088576 -0.0604696020 0.048738648 0.622957783
#> 31 -0.045861478 0.065985711 0.1175099581 0.030027579 -0.023449165
#> 32 -0.001751398 -0.127952315 -0.1198542581 -0.106505556 0.120952411
#> 33 -0.034868944 -0.057178430 -0.1065237161 0.156101913 -0.089865891
#> 34 0.037995702 -0.011328292 -0.0394820895 0.001805488 -0.033641104
#> 35 -0.105983698 -0.001817361 0.0042197507 -0.127824276 -0.146290745
#> 36 0.091451397 0.062831164 0.0673098994 0.004821295 0.015526234
#> 37 -0.050565674 -0.015003727 -0.0101048131 -0.004188147 0.005671096
#> 38 0.091400536 0.088165768 0.0503657790 0.186316898 0.066574228
#> 39 0.095976241 -0.053218582 -0.1029353342 0.198496195 0.227837150
#> 40 -0.109812771 -0.077638654 0.0330537043 -0.023983405 -0.077178925
#> 41 -0.022823654 -0.011243899 0.0353067837 0.056213428 0.009854040
#> 42 -0.110368176 0.048507676 0.1488254718 -0.143966099 -0.051492670
#> 43 0.116470841 -0.038142337 -0.0629808147 0.019465088 0.146358600
#> 44 0.063029745 -0.024549821 0.0202820511 0.134125158 -0.043455531
#> 45 0.130639846 -0.033990919 -0.0584239763 0.187998132 0.014536583
#> 46 -0.006236496 0.019277418 -0.0111318019 -0.132349423 0.035950363
#> 47 -0.017375882 -0.072403770 -0.0011086009 -0.028635045 0.019848265
#> 48 -0.044670205 0.016317465 -0.0473332474 -0.073087153 0.026762120
#> 49 -0.075228904 0.167447127 -0.0361190971 -0.051485806 -0.039889408
#> 50 -0.034591987 -0.013173931 -0.0986818903 -0.113000508 -0.007391310
#> 51 -0.046485778 0.002423912 -0.0593316043 -0.024964540 -0.036565890
#> 52 -0.163069683 0.047191331 0.0545633600 -0.057826679 -0.129758788
#> 53 -0.090654403 0.073595116 0.1279548882 0.129617973 -0.086160419
#> 54 0.088727283 0.014460505 -0.0785285482 0.047994279 0.117546751
#> 55 -0.101216455 -0.036273387 -0.0302790872 -0.001301287 -0.025631402
#> 56 -0.016518390 -0.108726512 -0.0435970035 -0.028569885 -0.040684506
#> 57 -0.036644713 -0.145749956 -0.0900879119 0.024561208 0.010644564
#> 58 0.043513527 -0.061030958 -0.1756963249 0.078256931 0.106298889
#> 59 0.148447518 -0.067160569 -0.0282341478 -0.068330028 0.121472670
#> 60 0.035890020 0.028673396 -0.0349868330 -0.010743454 0.081013896
#> 61 0.038308822 0.053255944 0.0608159221 -0.031963882 0.014744756
#> 62 -0.061304935 0.237290507 0.0080771664 -0.058688464 -0.049069385
#> 63 -0.163074434 -0.014437881 0.1166821188 -0.112202810 -0.177876499
#> 64 -0.093086436 0.054248600 0.0599336097 -0.064342863 -0.083959230
#> 65 -0.037658906 0.010133349 0.0161331185 -0.001863378 -0.058605244
#> 66 0.152946779 -0.053265079 0.0234213304 -0.018888753 -0.074226202
#> 67 0.012080535 -0.053685584 0.0634836418 -0.052020495 0.068831551
#> 68 -0.093914539 -0.128354167 -0.0373412312 -0.093796665 -0.021424526
#> 69 -0.046547799 -0.061289544 -0.0235557612 -0.075272401 -0.033440558
#> 70 -0.015038124 -0.074452580 -0.0344983084 -0.051732275 -0.007396523
#> 71 -0.024899292 -0.005342770 -0.0649133394 -0.098272600 0.074317095
#> 72 0.003161612 -0.010450616 0.1185816338 0.085570006 -0.032809958
#> 73 0.014876267 0.205302932 -0.0455569066 -0.024683217 -0.077484280
#> 74 0.036410307 -0.046950179 -0.0726837477 -0.068478375 0.061065476
#> 75 -0.167603158 -0.008809844 -0.0025767042 -0.121019453 -0.111383462
#> 76 -0.052843969 0.034266279 0.0001567679 -0.139077039 0.025182703
#> 77 0.020311481 0.010908432 -0.0789115940 -0.056873222 -0.046225427
#> 78 -0.082898386 -0.053230323 -0.0154105367 -0.019703683 -0.073210128
#> 79 0.048922805 -0.075886505 -0.0970147740 0.008013767 -0.017195988
#> 80 -0.060160851 -0.088296897 -0.0802767123 0.044673007 -0.009730301
#> 31 32 33 34 35
#> 1 0.007415040 -0.0631134108 -0.022922066 -0.093034518 0.0338380248
#> 2 0.030251437 0.0959439102 0.111735791 -0.099007158 -0.0974186142
#> 3 0.137630776 -0.0150018958 -0.015565290 -0.064857028 -0.0299837914
#> 4 -0.097053468 0.0992238601 -0.030832594 -0.029922570 -0.0341641142
#> 5 0.049135867 -0.0302540291 -0.133150512 -0.089726702 0.1099675052
#> 6 -0.074096576 -0.0627393166 -0.009678827 -0.064429002 0.0730785116
#> 7 -0.058015182 0.0423439217 -0.124297667 -0.088347692 -0.1050008771
#> 8 -0.068304125 -0.0542328434 -0.153879155 0.013057900 0.0647199329
#> 9 -0.015850970 -0.1176144576 0.134083366 -0.043414094 -0.0770934292
#> 10 -0.071025209 0.0962028013 0.021394111 -0.170615272 -0.0275161681
#> 11 -0.109425885 -0.1059900014 -0.155461138 -0.072185926 0.0017004432
#> 12 -0.001420873 0.0574501832 -0.079218719 0.049185921 -0.0252290617
#> 13 -0.028610578 -0.0710423349 0.067282429 -0.019420582 0.0641596457
#> 14 0.010781174 0.0245380955 -0.032218867 0.106826480 -0.0468128643
#> 15 0.021583538 -0.0772767759 0.049322383 -0.046752135 -0.0160651575
#> 16 -0.017460833 -0.0463096948 -0.049568014 -0.081180044 0.0841113720
#> 17 -0.045318276 -0.0410501263 0.048916836 0.108021280 -0.0600238986
#> 18 -0.047662281 -0.0465797743 -0.026720944 -0.005231150 -0.0326382163
#> 19 -0.044632421 -0.0872734985 0.039156214 0.139612835 -0.0564733052
#> 20 -0.099890367 -0.0360691402 -0.015554235 0.052297261 -0.0546461247
#> 21 0.023073111 0.0980542931 0.046266118 -0.167323525 -0.0473920185
#> 22 0.136424447 0.0273960860 -0.036732296 -0.093590267 -0.0581524935
#> 23 0.053252326 0.0714132299 0.055491759 -0.022077815 -0.0062876990
#> 24 0.017882754 -0.0244459303 -0.145833137 0.038840368 0.0429202816
#> 25 0.006395895 -0.0040879392 -0.014287101 -0.018874459 -0.1042005058
#> 26 -0.070508993 0.0321035890 -0.044114224 0.022823963 -0.0549018326
#> 27 0.029915437 -0.1055200857 -0.077846468 -0.037922790 0.0378417463
#> 28 0.074283117 -0.1045785962 -0.134348321 -0.073233155 0.0367222906
#> 29 0.002643447 -0.0753871854 0.144120016 -0.016102869 -0.0794790278
#> 30 -0.058919100 0.1439849791 -0.109933590 -0.059635263 -0.1060312984
#> 31 0.587487848 0.0127103768 -0.016097633 -0.041603854 0.0228613580
#> 32 -0.045792126 0.6459903512 -0.019643868 -0.122413604 -0.0717441149
#> 33 -0.031499869 0.0234563992 0.602890084 -0.008182794 -0.0127866835
#> 34 -0.051079630 -0.0733868767 -0.002256334 0.596963624 0.0445935917
#> 35 -0.052868023 -0.0889709928 -0.073113829 -0.021660013 0.6632172291
#> 36 0.084595595 0.0621822714 -0.001880822 0.201464203 0.0184129635
#> 37 0.043607019 -0.1070220132 -0.119423818 -0.061230652 -0.0400750143
#> 38 0.024504453 -0.0607540286 0.014508860 0.004520544 -0.0079683104
#> 39 -0.016437201 0.0111767139 0.048932386 -0.067003773 -0.0967396428
#> 40 0.080855176 0.0311638435 0.077727224 -0.096950933 -0.0006993391
#> 41 -0.013820323 0.0327650799 0.021177587 -0.112600941 -0.1025681933
#> 42 -0.048162992 -0.0294693493 -0.118595688 -0.075509633 0.0871150904
#> 43 0.001310424 0.2619773255 0.074476915 -0.070699709 -0.0362758726
#> 44 0.110418419 -0.0035066118 0.143711718 -0.151136957 0.0069437269
#> 45 -0.112647916 -0.1319250500 0.029801377 0.077911029 -0.1279794194
#> 46 -0.066756623 0.0020771647 -0.135285410 -0.088685913 0.0648038932
#> 47 -0.036766835 -0.0281568816 -0.048567133 -0.062953982 -0.0111528120
#> 48 -0.073476076 -0.0415559666 -0.086001536 -0.100512835 -0.0842205897
#> 49 0.025157783 -0.0841293805 -0.057038554 -0.107912264 0.1329859500
#> 50 -0.114210305 0.0082340216 -0.018362859 0.077073956 -0.0018403959
#> 51 -0.105852347 0.0079582066 0.135075033 0.022294286 -0.0015771311
#> 52 0.113504432 -0.0510065171 0.058796726 -0.105902666 0.0337341975
#> 53 0.063899571 -0.1004534151 0.138462809 -0.011975585 0.0088649577
#> 54 -0.011154980 0.0909624361 0.005499124 -0.029518534 0.0143914862
#> 55 0.078760506 -0.0532751637 0.031649628 -0.002052811 0.0059471951
#> 56 -0.076961024 0.0402745296 0.095421243 -0.058604561 0.0734425241
#> 57 -0.061639105 0.1006181007 0.174429409 0.129284651 0.0192118042
#> 58 -0.054413181 0.0577475066 0.113855328 0.089046070 -0.0233162203
#> 59 -0.054762868 0.0156341225 -0.151430044 -0.089571807 -0.0495386895
#> 60 -0.013411299 0.0577807418 -0.025651663 0.078842140 0.0024748159
#> 61 -0.090209436 -0.0633871491 -0.113535337 0.116581541 0.0042975915
#> 62 0.077999147 0.0509352044 0.068293998 0.042655869 0.0139079230
#> 63 0.067260417 -0.1230401496 -0.125913392 -0.054797462 0.1144499073
#> 64 0.114219433 -0.0558173793 -0.024706972 -0.042521810 0.0453401995
#> 65 -0.016200555 -0.0812429319 0.003934453 0.073324109 -0.0016526950
#> 66 0.011886474 0.0294657455 0.013759941 0.106740882 -0.0381497098
#> 67 -0.096640977 0.0593469165 -0.100858266 0.015378464 -0.0802039867
#> 68 -0.036659373 -0.0514902993 -0.076678498 0.010915943 -0.0182449455
#> 69 0.019613575 0.0009474643 -0.064867054 0.073347071 -0.0140978486
#> 70 -0.002882480 -0.0081949696 -0.013061046 0.099325813 -0.0429175095
#> 71 0.063650272 0.0934980111 -0.030970281 -0.140521904 -0.0462162192
#> 72 -0.054229708 -0.1436259352 -0.067494254 0.206919554 -0.0149432705
#> 73 0.011509262 -0.0734397886 0.069342950 0.060917362 0.0507701996
#> 74 -0.059222408 0.0394144031 0.018503512 0.040723813 -0.0636275754
#> 75 0.042576249 -0.0545512287 -0.007121938 0.009080038 0.0202881500
#> 76 -0.011257210 -0.0705213429 -0.166719683 -0.038328330 0.1619069719
#> 77 0.003651361 0.1173474247 0.121535347 0.158841784 -0.0150963180
#> 78 0.050239313 0.0317284776 0.068167211 0.163181869 0.0079986612
#> 79 -0.074617804 0.0569599012 0.069021906 0.262867081 0.0396197882
#> 80 0.114452718 0.0164827683 0.160695283 -0.029130360 -0.0834969247
#> 36 37 38 39 40
#> 1 -0.040735723 -0.0401240073 -0.053511760 -0.038328721 0.0187051004
#> 2 -0.072051811 -0.1046412272 -0.109601890 -0.033506888 -0.0225701350
#> 3 0.031231426 0.0465540276 -0.046314137 -0.081085481 0.1033584438
#> 4 -0.055540247 -0.0422549059 -0.070921560 -0.121530975 -0.0363369649
#> 5 -0.008599367 0.1344546119 -0.096461922 -0.063814047 0.0760788006
#> 6 -0.086473137 -0.0007603619 0.090399556 0.140046217 -0.0118767273
#> 7 -0.076788636 -0.0035325651 -0.051371985 0.070066958 -0.0521209416
#> 8 -0.003807873 0.0010201320 -0.097492263 -0.165748148 -0.0058936089
#> 9 -0.074315431 -0.0049642402 -0.016526511 0.040515442 0.0863307781
#> 10 -0.033743523 -0.0973732890 -0.119995143 -0.054315042 -0.1218927020
#> 11 -0.065709580 0.0014571367 0.044791643 -0.029188791 -0.1332594889
#> 12 0.078365473 0.0055273087 0.173485949 0.065168833 -0.0228500882
#> 13 -0.030962997 -0.0998518007 -0.021132313 -0.112265132 -0.0658003494
#> 14 -0.020698283 0.0838108969 0.032963030 0.119989100 0.0643145425
#> 15 -0.015902773 -0.0632163446 -0.013131653 -0.122525201 0.0174059467
#> 16 -0.114693930 0.0392226538 -0.058749258 0.023843716 0.1416107283
#> 17 0.024718613 -0.0369371646 0.103231664 0.114939382 -0.0817763736
#> 18 -0.036188222 0.0072547015 0.108480903 0.097100442 -0.0257962798
#> 19 0.066973541 0.0566336149 -0.015552471 -0.110386619 -0.0387479370
#> 20 -0.092729768 0.0758953009 0.003011849 0.080585087 -0.0118830822
#> 21 -0.118130104 -0.0331073731 -0.015926056 0.110411463 0.0330275434
#> 22 0.002878670 -0.0203895633 -0.002012713 0.002025685 0.1628405274
#> 23 0.116642938 -0.0996674231 -0.039553098 -0.007294538 -0.0107504536
#> 24 -0.063082718 0.2425152756 0.050559766 -0.001634002 0.0199356646
#> 25 0.023632160 -0.0084726925 0.042535518 0.128405435 0.0703176227
#> 26 0.053144854 -0.0531118030 0.082881996 0.092123509 -0.1204130609
#> 27 0.013101863 -0.0289726143 0.068224469 -0.068494072 -0.0996617021
#> 28 0.010424031 -0.0312302673 0.023267913 -0.125367391 0.0038740891
#> 29 -0.036221865 -0.0094708924 0.175061741 0.191906847 -0.0373203117
#> 30 -0.033602728 -0.0076974522 0.047233268 0.213161999 -0.0986016334
#> 31 0.070936568 0.0657084067 0.040633428 0.004357584 0.0949024021
#> 32 -0.009979259 -0.1434231293 -0.103127557 -0.026531005 -0.0132914336
#> 33 -0.030942086 -0.1127246674 0.015235599 0.054324934 0.0763722139
#> 34 0.178329400 -0.0486050406 0.011173744 -0.055684765 -0.0923794829
#> 35 -0.070975445 -0.0937030083 -0.067568716 -0.151674240 -0.0623814942
#> 36 0.573828821 -0.0691434045 -0.043307378 -0.049428671 -0.0557840169
#> 37 -0.104903819 0.6095892351 0.122472602 0.001770204 0.0901869204
#> 38 -0.073095381 0.1284450144 0.603616823 0.111582627 -0.0073475072
#> 39 -0.083882483 0.0030768068 0.106916818 0.608282632 -0.0110690374
#> 40 -0.083490270 0.0982410814 -0.005265758 -0.004321479 0.6015350740
#> 41 -0.108821709 -0.0216530861 0.063320518 -0.009859363 0.0578515928
#> 42 -0.037373992 -0.0703856098 -0.079475207 -0.128989481 -0.0143775604
#> 43 -0.017942116 -0.0259198822 0.085570715 0.003846727 0.0035435213
#> 44 -0.076375849 -0.0163594193 0.035172157 0.124241339 0.1385550193
#> 45 -0.077820232 -0.0148653416 0.062477392 0.155326282 -0.0992931167
#> 46 -0.009666418 0.0916619388 0.004781839 0.007137300 0.0325843039
#> 47 -0.037024155 -0.0014271319 -0.026468156 0.080116710 -0.0753575952
#> 48 -0.127182281 -0.0246020840 -0.036555608 -0.063004093 -0.1085097684
#> 49 -0.063630489 0.0384764553 0.021237676 0.089298360 0.0119335188
#> 50 0.164444746 -0.1595428519 -0.130029120 -0.056425116 -0.1333591760
#> 51 0.038561152 -0.0875821803 -0.067743052 -0.124493461 -0.0875160889
#> 52 -0.083128924 -0.0299580956 -0.115453452 -0.075934827 0.0854638248
#> 53 -0.044144770 -0.0172827242 0.068209874 0.023829809 0.1435057808
#> 54 -0.007887842 0.0433575877 -0.023263879 0.023059139 -0.0774469542
#> 55 -0.038132979 0.0621074996 -0.055191723 0.012475443 0.0465158016
#> 56 -0.068497043 -0.0735079783 -0.005694101 -0.040592315 -0.0575818134
#> 57 0.031202981 -0.0608494249 0.011784557 0.012850780 -0.0433777845
#> 58 -0.045241383 -0.0128879713 -0.021890853 0.213953031 -0.0748243137
#> 59 -0.055302995 0.0962884608 0.071507012 0.027321016 -0.0772389486
#> 60 0.095033508 -0.0332992821 0.061034123 0.009638915 -0.0606308132
#> 61 0.045656694 0.0572431036 0.007407611 -0.114934670 -0.1077495684
#> 62 0.143106521 -0.0685304259 -0.051901134 -0.080181228 -0.0320790927
#> 63 -0.075968911 0.0270013826 -0.117614388 -0.155988409 0.0954981122
#> 64 0.025768478 -0.0643963511 -0.114297896 -0.082021231 0.0006531913
#> 65 0.012786592 -0.0627804565 -0.060600480 -0.056442037 -0.0688572598
#> 66 0.299579973 -0.0705573894 -0.071833603 -0.074230611 -0.0480319240
#> 67 0.015199923 -0.0339989566 0.030200436 -0.077446854 -0.0540052033
#> 68 -0.043531590 0.0448857611 -0.103725568 0.021840891 0.0206986876
#> 69 0.105626642 0.0688627697 -0.146189024 -0.094759198 -0.0416000084
#> 70 -0.047361469 0.0222715286 -0.005844177 -0.037420542 0.0610514577
#> 71 -0.013752538 0.0053464877 -0.010499476 -0.046871586 0.0715497534
#> 72 0.068753237 0.0643849109 0.058806981 -0.017450714 0.0107817350
#> 73 0.039006616 -0.0741168660 -0.033716975 -0.075114616 -0.1332638801
#> 74 0.045624232 0.0101245037 -0.029302307 -0.087793634 -0.0556868953
#> 75 -0.070525181 0.0430756397 -0.074377805 -0.111357578 0.1074508931
#> 76 -0.021372230 0.1185605998 -0.047941350 -0.039509864 -0.0265957379
#> 77 0.121610929 -0.1086221708 -0.066904535 -0.102266198 -0.0114940453
#> 78 0.177297678 0.0318566307 0.005474017 -0.071236351 0.1157268604
#> 79 0.079708923 0.0056644174 -0.009768443 -0.049378304 -0.0587426891
#> 80 -0.045244629 -0.0440749652 0.020643266 0.221283647 0.1232645977
#> 41 42 43 44 45
#> 1 -0.106001910 0.072978676 -0.0409717102 -0.0010520626 -0.0749331884
#> 2 0.054769464 -0.118815912 -0.0455460846 0.0721020431 -0.0402856443
#> 3 -0.031779253 0.045065379 -0.0341201060 0.0360105536 -0.0440634851
#> 4 0.143522676 -0.012409551 0.0104526791 -0.0513280369 -0.0517071093
#> 5 -0.081813360 0.102853922 -0.0030023658 -0.0672920207 -0.1364756728
#> 6 0.019736757 -0.052608099 -0.0432295835 0.0874900782 0.0226408284
#> 7 0.026148275 -0.021867674 -0.0054901369 -0.0504025267 0.0401451462
#> 8 -0.044887621 0.197454637 -0.0983131450 -0.1168766139 -0.0462748813
#> 9 0.056052324 -0.023939855 -0.1170044730 0.1006156906 0.1963021170
#> 10 -0.093433557 -0.029849713 0.0061121334 0.0065495405 -0.1486042755
#> 11 -0.097976062 0.054932272 -0.0496051585 -0.1302624495 0.0196037928
#> 12 0.002332481 -0.060069316 0.1403783279 -0.0343303956 0.0307378366
#> 13 -0.074727975 0.072826419 -0.0171919011 -0.0738650882 -0.0420743861
#> 14 -0.006467231 -0.138830219 0.0267694450 0.0008220116 0.0400381818
#> 15 0.014868469 0.157151493 -0.0320289767 -0.0553852900 0.0108924656
#> 16 -0.051072224 0.020000876 -0.0414708723 -0.0211675800 -0.0967617310
#> 17 -0.021986371 -0.098630146 0.0498186932 -0.0175182613 0.1744889638
#> 18 0.047816666 0.044689636 -0.0176683339 0.0023294953 0.1042465367
#> 19 0.002464209 -0.013697402 -0.0481969794 -0.1096691253 0.0764592154
#> 20 -0.004735661 -0.107553987 0.0356641059 -0.0143000735 0.2498702762
#> 21 0.038971690 -0.043835680 0.1186999292 0.0739030233 -0.1045858310
#> 22 -0.005185653 -0.025230971 0.0953759794 0.0667223615 -0.0528090729
#> 23 0.031899272 0.098915129 -0.0053546955 0.0480652341 -0.0365666990
#> 24 -0.057345389 -0.059443708 -0.0677798770 -0.0232123262 -0.0686733516
#> 25 -0.007418925 -0.045930925 0.0379954254 0.0136456861 0.0441690744
#> 26 -0.020447857 -0.098541421 0.1052758917 0.0711111292 0.1249009366
#> 27 -0.020290861 0.048911672 -0.0607600452 -0.0278911950 -0.0511525869
#> 28 0.019103255 0.142072901 -0.0927550897 0.0097841097 -0.0827422114
#> 29 0.055852608 -0.134875961 0.0055335218 0.1394699256 0.1795226058
#> 30 0.001407417 -0.050488335 0.1243412314 -0.0461965657 -0.0020247457
#> 31 0.013202990 -0.011688722 0.0147629901 0.1431473188 -0.0937393100
#> 32 0.001285889 -0.051497582 0.2169273886 -0.0292802152 -0.1715189470
#> 33 0.032798664 -0.097523654 0.0725272452 0.1610383817 0.0333077467
#> 34 -0.095053404 -0.048511138 -0.0667229182 -0.1278838327 0.0873438594
#> 35 -0.151274262 0.047859979 -0.0985526874 -0.0360567545 -0.1848001944
#> 36 -0.068139369 0.012759305 0.0091694779 -0.0299879219 -0.0452525980
#> 37 -0.016731161 -0.056012727 -0.0345687030 -0.0057319067 -0.0180581225
#> 38 0.074214855 -0.059129912 0.0828943066 0.0517720811 0.0652570230
#> 39 -0.003630835 -0.113309995 -0.0034954912 0.1361754546 0.1534401041
#> 40 0.070827679 0.008049484 0.0029488615 0.1572366930 -0.0944317366
#> 41 0.614511161 -0.065428269 0.0694090119 0.1311003546 0.0465690865
#> 42 -0.074879226 0.623962118 -0.0906818185 -0.1191980735 -0.1198445748
#> 43 0.082979758 -0.067660115 0.6009404143 -0.0009423091 -0.0564149581
#> 44 0.125394767 -0.115452703 -0.0202186425 0.6202167477 0.0145716125
#> 45 0.054683793 -0.102278911 -0.0618709979 0.0283919061 0.6063964542
#> 46 -0.049263903 0.056759187 -0.0039261818 -0.0365990565 -0.1088531919
#> 47 0.009036142 -0.036460620 -0.0484420004 0.0382619989 0.0815420969
#> 48 0.067436775 0.010344533 -0.0834312730 -0.0216152138 0.0433954550
#> 49 -0.096530025 0.095731323 -0.0847822403 0.0043656656 -0.0827636145
#> 50 -0.093653928 0.081724366 -0.0960742629 -0.1194842482 -0.0261060069
#> 51 0.064311664 0.015380848 0.0526717978 -0.0910901147 -0.0156922530
#> 52 -0.079606443 0.058835083 -0.1322372630 0.0873826346 -0.0917768090
#> 53 0.080341084 0.071651146 -0.1206200264 0.1520650117 0.0777166676
#> 54 0.075314737 -0.024474346 0.1305513630 0.0377339376 -0.0260144193
#> 55 0.052334995 -0.005609397 -0.0906643729 0.0652014329 -0.0175744538
#> 56 0.002584201 0.045407607 0.0669012875 -0.0344717757 -0.0542201481
#> 57 -0.053023104 -0.011780816 0.0885725680 -0.0825605747 -0.0392810577
#> 58 -0.012378502 -0.104909043 0.0037582211 0.0130908778 0.0892511381
#> 59 0.091643024 -0.046860219 0.1139307083 -0.0009670925 -0.0020117170
#> 60 -0.028273055 0.045105406 0.0619835781 -0.1191311279 -0.0572051809
#> 61 -0.020523389 0.035860738 -0.0671828422 -0.1319985472 -0.0080022098
#> 62 0.003127577 0.103486708 0.0057436498 -0.0374918823 -0.0691542814
#> 63 -0.054226036 0.061309401 -0.1685663775 -0.0706489327 -0.1099696120
#> 64 -0.020567380 -0.044400962 -0.0804905937 0.0823921628 -0.0677517140
#> 65 0.012421123 0.097464287 -0.1411638965 -0.0387844459 0.0705918221
#> 66 -0.071836950 -0.023067932 -0.0064735739 -0.0278913718 0.0005911691
#> 67 -0.007489084 0.003047141 0.0664004829 -0.1242929888 -0.0008291335
#> 68 -0.099111968 0.015135583 -0.0330451762 -0.1213159175 0.0354859486
#> 69 -0.050405378 0.025610760 -0.0157576909 -0.1111283512 -0.0251839458
#> 70 0.031647020 0.040563820 -0.0707396101 -0.0213035968 0.0520827868
#> 71 0.083118103 -0.041832463 0.1200810606 0.0283366692 -0.1286261046
#> 72 0.005977683 -0.046583131 -0.0967648770 -0.0654609686 0.1406353799
#> 73 -0.105585696 0.025809976 -0.0377174059 -0.0536894191 0.0101475301
#> 74 0.002510508 -0.091205830 0.0949878828 -0.0433914058 0.0021143878
#> 75 -0.000959652 0.057940495 -0.0953500569 -0.0641797203 -0.0349636708
#> 76 -0.141798650 0.069055614 -0.0505544544 -0.1070013689 -0.1166351488
#> 77 -0.009726486 -0.041992711 0.0404787203 -0.0519884880 -0.0371903936
#> 78 -0.073986014 -0.103687240 -0.0001711898 -0.0231479560 -0.0671246287
#> 79 -0.034011501 -0.115394705 0.0444757911 -0.0676686995 0.0740021152
#> 80 0.071585554 -0.103335906 0.0042219885 0.1906036780 0.0522646478
#> 46 47 48 49 50
#> 1 -0.069078495 0.067519802 -0.0845825547 0.0502721014 0.024953956
#> 2 -0.167002328 0.039727977 0.0515530418 -0.0757521154 -0.009641037
#> 3 -0.016190160 0.104629391 -0.0329704009 -0.0376823100 -0.042090119
#> 4 -0.034816800 0.005764120 0.1557619627 -0.0861487143 0.066671387
#> 5 0.221590823 0.073236524 -0.0033853948 0.1975547258 -0.015713142
#> 6 0.160239252 -0.044771524 0.0712855484 0.0878912760 -0.110507428
#> 7 -0.018643311 0.003108305 -0.0297828127 -0.0694899757 0.028142352
#> 8 0.123727555 -0.041151850 0.0377842307 -0.0291606084 -0.010314507
#> 9 -0.155501082 0.080432880 0.0513795683 -0.0130311976 -0.026315949
#> 10 -0.084141907 0.024493279 -0.0089128032 -0.0114954421 0.059173562
#> 11 0.049230432 -0.046697963 -0.0027469774 0.0932190096 0.009499822
#> 12 0.112229496 -0.057442956 -0.0639156560 0.0001334494 -0.003627436
#> 13 -0.063229400 -0.057862898 0.0064007582 0.1150696548 0.021092148
#> 14 0.049485420 -0.038906388 -0.1094347950 -0.0353531010 -0.104006618
#> 15 -0.152904169 -0.006367399 -0.0030985011 -0.0574881738 0.036944422
#> 16 0.064719590 -0.015577003 -0.0506031109 0.1529386050 -0.103639283
#> 17 -0.049092903 -0.041710475 -0.0366478518 0.0141221220 -0.032418721
#> 18 0.035748779 0.082214852 0.0276784854 0.0346851075 0.003759302
#> 19 -0.120937574 -0.036278385 0.0009075872 -0.0828940704 0.003971522
#> 20 -0.058506692 0.015772661 -0.0530697824 -0.1206340618 -0.088974587
#> 21 0.008041922 0.127547383 -0.0620328167 0.0113874337 -0.023334980
#> 22 0.035343436 -0.072215843 -0.0445257996 0.0391271416 -0.119226611
#> 23 -0.024190594 0.004482319 -0.0546163075 0.0472981924 0.084645049
#> 24 0.019595228 0.046259491 -0.0544056780 -0.0639642666 -0.129423897
#> 25 0.100601232 -0.026761540 -0.0870204327 -0.0581475291 -0.085378449
#> 26 -0.010682545 -0.034443675 -0.0204138463 -0.0811819740 -0.037571594
#> 27 0.003408610 -0.100894321 0.0291510655 0.1500712985 -0.027576297
#> 28 -0.034157176 -0.036755719 -0.0416562137 -0.0606514924 -0.120240823
#> 29 -0.139532089 -0.048439454 -0.0515674111 -0.0601754930 -0.118716732
#> 30 0.020681895 -0.008041947 0.0401960599 -0.0566648972 -0.021193337
#> 31 -0.046555156 -0.029187112 -0.0245722011 0.0438522295 -0.092542397
#> 32 -0.036223872 -0.079079662 -0.0511545950 -0.1239374378 -0.028600573
#> 33 -0.130486179 -0.056389646 -0.0524998972 -0.0537463439 -0.012097187
#> 34 -0.077960222 -0.064850035 -0.0610847364 -0.0986935936 0.089266088
#> 35 0.009275979 -0.079302470 -0.1110460960 0.0759510148 -0.055901869
#> 36 0.024194076 -0.015785404 -0.0646193784 -0.0312770157 0.199771682
#> 37 0.089762018 -0.015948796 0.0022004037 0.0350695142 -0.159976331
#> 38 0.008854331 -0.035017408 -0.0037807088 0.0238031468 -0.124490187
#> 39 0.006543982 0.066901649 -0.0348950023 0.0871980217 -0.055551992
#> 40 0.038738545 -0.081825098 -0.0736531197 0.0165807387 -0.125738494
#> 41 -0.056085749 -0.010407447 0.0893173371 -0.1048588918 -0.099009332
#> 42 0.040486384 -0.065355168 0.0227741381 0.0779514984 0.066918004
#> 43 0.002822719 -0.054314844 -0.0479799645 -0.0795403607 -0.087858921
#> 44 -0.049126490 0.013112822 -0.0054402388 -0.0096687882 -0.130545240
#> 45 -0.107560331 0.070213214 0.0733907237 -0.0829777748 -0.023346705
#> 46 0.607689315 -0.013795250 -0.0025754292 0.1959737347 -0.021166364
#> 47 -0.001173506 0.595067571 0.0465948918 -0.0157017718 0.047857924
#> 48 -0.031277837 0.005270740 0.6363917228 -0.0310449016 -0.036865256
#> 49 0.197480755 -0.026816495 -0.0008354727 0.6061822939 0.025241658
#> 50 -0.022632805 0.033769739 -0.0096292890 0.0222681957 0.609155756
#> 51 -0.085188188 -0.037755150 0.0836739852 -0.0657923736 0.188866262
#> 52 -0.082220527 0.019471825 0.0528890274 0.0579030385 -0.079639085
#> 53 -0.123821456 0.001521950 0.0548572947 0.0418072999 -0.011268499
#> 54 0.050570093 0.017066107 0.0738839919 0.0066082766 0.013220466
#> 55 0.031901705 0.069159636 0.0315140858 0.0695724048 0.061937410
#> 56 -0.042144744 0.009470736 -0.0616719084 -0.0429311597 0.066953225
#> 57 -0.091544054 -0.008906951 -0.1035861017 -0.0903152050 0.050938502
#> 58 -0.023589344 -0.010031344 0.0274884947 0.0134249146 0.084561179
#> 59 0.142483672 -0.003671743 -0.0262083922 -0.0615708533 -0.062630755
#> 60 0.080583092 -0.073399507 -0.0990220847 -0.0050738051 0.091404249
#> 61 -0.030386968 -0.011537673 -0.0514483417 -0.0882976384 0.053093950
#> 62 -0.065839690 -0.015619485 0.0207863720 0.0816604720 0.186918167
#> 63 -0.043378954 -0.085400168 -0.0292500749 -0.0176046017 -0.085455400
#> 64 -0.021558306 0.103639393 0.0870571930 0.0597612301 -0.016126497
#> 65 -0.086313158 0.040782927 0.1404158886 0.0305454909 0.186347200
#> 66 -0.025402428 0.003845842 -0.0835131139 -0.0945545752 0.083323954
#> 67 0.004837283 0.031846058 -0.0566810087 -0.1016373734 -0.017988575
#> 68 -0.035830076 0.116757784 -0.0516595362 -0.0250874697 0.009354903
#> 69 -0.034454772 0.081774391 -0.0155001175 -0.0182991978 0.102942774
#> 70 -0.001974388 -0.115862092 0.0653271113 -0.1169832257 -0.046202202
#> 71 0.095513706 -0.076446600 0.0376274199 0.0178029023 0.017032105
#> 72 -0.012566238 0.018087978 -0.0866632752 -0.0985742135 -0.025087290
#> 73 -0.077329954 -0.082481698 0.0608294534 0.0881323186 0.073288277
#> 74 0.020322334 0.028759646 0.1021835013 -0.0991009145 0.049692640
#> 75 -0.002848247 -0.041341462 0.0909474140 0.0333639284 -0.052411138
#> 76 0.331261431 0.012650749 -0.0122726242 0.2263817441 0.003174005
#> 77 -0.085594967 -0.089787810 0.0043330310 -0.1134839527 0.070433839
#> 78 0.015979392 -0.024266021 -0.0853239050 -0.0857112474 -0.016828697
#> 79 -0.049104480 -0.023699043 -0.0638643127 -0.1260307112 -0.002993482
#> 80 -0.025164171 0.028241182 -0.0107617169 -0.0231537064 -0.070313731
#> 51 52 53 54 55
#> 1 0.0172209475 -0.0545199651 0.0871694355 -0.123631100 -0.061703738
#> 2 0.0400908831 0.1482645546 0.0101788031 0.070618932 0.111842592
#> 3 -0.0352217165 0.1184296290 0.0053247638 0.007335591 0.103998579
#> 4 0.1728233065 -0.0601608732 -0.0796716622 0.075844217 0.046902889
#> 5 -0.0325318735 0.0303951679 -0.0812121124 0.029216050 0.049175420
#> 6 -0.0993598270 -0.0494159472 -0.0472415883 0.020349225 -0.076416666
#> 7 -0.0572911559 -0.1558506230 -0.0858489629 -0.073065210 -0.095107045
#> 8 -0.0620461896 0.0223448680 -0.0821704515 -0.006603730 -0.027892403
#> 9 0.0608132938 0.1215272851 0.3244929014 -0.122205065 0.019677366
#> 10 0.0289056897 -0.0029800329 -0.0825781839 0.188107597 0.026310601
#> 11 -0.0695429013 -0.1380769923 -0.1203927881 -0.089887563 -0.186809325
#> 12 -0.0322393023 -0.1736922307 -0.0980974683 -0.031511011 -0.152091198
#> 13 0.0812276309 0.1190766166 0.0449409114 -0.072140653 -0.093136148
#> 14 -0.1386020603 -0.0665668253 -0.1101162670 0.014886013 0.021636529
#> 15 0.1593223331 0.0635463816 0.2161401645 -0.116536834 -0.079405649
#> 16 -0.1022292620 0.1290012973 -0.0201759675 -0.032129754 0.070187841
#> 17 -0.0086118306 -0.0420234276 -0.0243509321 -0.028533466 -0.096850168
#> 18 0.0267760474 -0.0466768608 0.0697839195 -0.006910470 0.040711330
#> 19 0.1680543580 -0.0511234267 0.0815364319 -0.072092970 -0.032282809
#> 20 -0.0716593664 -0.1229779183 -0.0674898331 -0.064109025 -0.093897023
#> 21 -0.0593483732 0.0320529312 -0.0644426632 0.088358325 0.157040346
#> 22 -0.1212650485 0.0621643462 -0.0003817564 -0.086075464 -0.104218107
#> 23 -0.0433163840 0.1347479294 0.0368966116 0.059079001 0.114359271
#> 24 -0.1609822136 -0.0373226721 -0.1059672735 -0.023867757 0.016035700
#> 25 -0.1018679859 -0.0957219062 -0.0366393142 -0.090361635 -0.117265955
#> 26 -0.0656665331 -0.1598071371 -0.1119945765 0.064081897 -0.130364913
#> 27 -0.0281796018 0.0390311184 0.0408321833 -0.021607639 -0.076844603
#> 28 -0.0970916848 0.0392465802 0.0880353888 -0.121753260 -0.078006870
#> 29 -0.0468819120 -0.0573007498 0.1055411819 0.020612276 -0.033186362
#> 30 -0.0665690642 -0.1373186613 -0.1183230120 0.082078946 -0.065602279
#> 31 -0.1003855865 0.1414144938 0.0672069128 -0.011152851 0.074259564
#> 32 -0.0450775359 -0.0815989589 -0.1556485764 0.032462062 -0.116278609
#> 33 0.1251395578 0.0713045510 0.1263679148 -0.009900983 0.011746449
#> 34 0.0182852710 -0.0874683802 -0.0181440188 -0.038992181 -0.016029529
#> 35 -0.0718397516 -0.0140851222 -0.0635570816 -0.061335765 -0.074283128
#> 36 0.0576869399 -0.0415598351 -0.0271784008 0.005773315 -0.028974893
#> 37 -0.1042168067 -0.0241494212 -0.0360767695 0.021258330 0.035505170
#> 38 -0.0784052660 -0.1036723655 0.0553882410 -0.039390725 -0.075821640
#> 39 -0.1398214845 -0.0688195500 0.0063423663 0.002266484 -0.012820284
#> 40 -0.0960965543 0.0993266602 0.1327658966 -0.091492051 0.027967634
#> 41 0.0427551120 -0.0787196940 0.0566251132 0.048293554 0.020810740
#> 42 -0.0156266612 0.0502708746 0.0384842178 -0.060946486 -0.046584609
#> 43 0.0446859922 -0.1177797679 -0.1307652508 0.117100926 -0.108617881
#> 44 -0.1183522538 0.0825637962 0.1226434538 0.005007167 0.027971591
#> 45 -0.0291340985 -0.0827753538 0.0621154032 -0.044920896 -0.040984002
#> 46 -0.0999228944 -0.0745119320 -0.1407155804 0.030370756 0.007199297
#> 47 -0.0398681121 0.0398021636 -0.0027504314 0.009488513 0.057078971
#> 48 0.0402368711 0.0318952140 0.0092607617 0.024982247 -0.021890731
#> 49 -0.0790200588 0.0671186540 0.0264201958 -0.012084040 0.046377017
#> 50 0.1726651146 -0.0733969318 -0.0296290659 -0.008445313 0.035768560
#> 51 0.5929546087 -0.0836135417 0.0149442978 0.020497020 -0.035421388
#> 52 -0.1060568425 0.6153979094 0.1058181423 -0.026034160 0.127906503
#> 53 0.0171037167 0.1304208619 0.5907951898 -0.105913262 0.050591320
#> 54 0.0259616513 0.0018737717 -0.1026080494 0.587489978 0.185013892
#> 55 -0.0254536849 0.1603175064 0.0583996041 0.189516964 0.582986906
#> 56 0.1640822282 -0.0862051618 -0.0116643876 -0.026164504 -0.003174465
#> 57 0.1398183255 -0.0712184009 -0.0304541802 -0.045631464 -0.023399404
#> 58 0.0003658507 -0.0356626613 -0.0664231462 0.257422436 0.120308803
#> 59 -0.0617842736 -0.2113190258 -0.1229226717 0.041266109 -0.096313883
#> 60 0.0284842030 -0.1333928108 -0.0857106880 -0.008794458 -0.041896306
#> 61 0.0023512464 -0.0736793972 -0.0694203373 0.032537834 -0.033630727
#> 62 0.1441535550 0.1379699001 0.0839900025 0.052297835 0.022227436
#> 63 -0.1145525815 0.0882865750 0.0202181676 -0.122533877 0.005516828
#> 64 -0.0089730840 0.2419818225 0.0168975806 -0.032563084 0.069447400
#> 65 0.1148539099 0.1300582462 0.1015049200 0.084622312 0.210453030
#> 66 -0.0064370800 -0.0331885918 -0.0760085724 0.015110852 -0.019558312
#> 67 0.0195488755 -0.0964649752 -0.0824874710 -0.093825555 -0.089294756
#> 68 -0.0310193101 -0.0028951745 -0.0242693324 -0.101723426 -0.024472621
#> 69 0.1184788220 0.0117838938 -0.0494513773 0.073350887 0.080694888
#> 70 0.0033266674 -0.0214087481 0.0337281117 -0.056971246 -0.046311373
#> 71 0.0597423688 -0.1043027299 -0.0651325571 0.006697553 -0.058522633
#> 72 -0.0542341864 -0.1165892833 0.0754004602 -0.076937110 0.019716327
#> 73 0.0460662256 0.1407222721 -0.0348006323 0.056529286 -0.009903312
#> 74 0.1881759087 -0.0443684403 -0.0945896016 0.085322656 0.024085590
#> 75 0.0110130550 0.1788868585 0.1034700094 -0.068123463 0.069069315
#> 76 -0.0790713097 -0.0307856538 -0.1268514965 -0.021095488 -0.004305490
#> 77 0.0954893497 -0.0003823352 -0.0355377077 -0.023357083 -0.056114106
#> 78 0.0036198741 0.0019989254 0.0020020592 -0.088530858 0.025659394
#> 79 0.0485049271 -0.0751927241 -0.0994050556 0.006581950 -0.063943580
#> 80 -0.0749310142 0.0375195620 0.0976355341 -0.066932163 0.033387833
#> 56 57 58 59 60
#> 1 0.150161007 0.1178205632 -0.1252145275 0.0116795276 -0.0995679168
#> 2 -0.048690974 -0.0051517389 0.0785418799 -0.1362276085 -0.1427755370
#> 3 -0.004568303 -0.0371267644 -0.0989506909 -0.0474844904 -0.0284618017
#> 4 0.105494676 -0.0147941924 -0.0119637999 -0.0071536915 -0.0351586026
#> 5 -0.044185894 -0.0370971633 -0.0728920743 0.0219184477 -0.0257931258
#> 6 -0.106354779 -0.1035852463 0.0792736838 0.0282632152 0.0533968625
#> 7 0.046429041 -0.0245162635 0.0103540483 0.2187643436 0.0672287313
#> 8 -0.099344693 -0.1249172562 -0.0997238629 0.0298006526 -0.0549288554
#> 9 0.006941044 0.0157935777 -0.0583430550 -0.1188861852 -0.1186450151
#> 10 0.024906122 -0.0398277880 0.0696589826 -0.0169959768 -0.0951447745
#> 11 -0.098035922 -0.1215838475 -0.0696033204 0.0839489575 -0.0248892436
#> 12 -0.001088467 -0.0349579986 0.0060870816 0.1613685687 0.2120594735
#> 13 -0.085515043 -0.0803731733 -0.0551104756 -0.1376595532 -0.0063619371
#> 14 -0.100596634 0.0037034552 0.1496411613 0.0647902117 0.1093325756
#> 15 0.085945469 0.0118831261 -0.1293637517 -0.0979513339 -0.0296581217
#> 16 -0.031447920 0.0142435978 -0.0610545301 -0.0976078002 -0.1401685457
#> 17 -0.049293082 0.0315645724 0.0407399526 -0.0800853679 -0.0006629642
#> 18 0.122852238 0.1380456730 -0.0376879240 0.0219945973 -0.0357543053
#> 19 -0.023381713 0.0655936401 -0.0462721689 -0.0894451566 0.0838370933
#> 20 0.049267579 0.0561010633 0.0572827795 0.1340307283 -0.0203838750
#> 21 0.154633999 0.0720066036 0.0200416201 0.0346476244 -0.0483977791
#> 22 -0.135883003 -0.1068816591 -0.1100025111 -0.0227917985 -0.0680096957
#> 23 0.044359259 -0.0276466017 -0.0259451159 -0.1006858602 0.0640306904
#> 24 -0.035004312 0.0068376810 -0.0265767949 0.0919196608 -0.0620580552
#> 25 -0.057550400 -0.0179681389 -0.0181702327 0.0838577003 0.1752849894
#> 26 -0.021700158 -0.0526960529 0.0230685441 0.1574765194 0.0090516912
#> 27 -0.125331038 -0.1732240545 -0.0928986998 -0.0695543258 -0.0095876913
#> 28 -0.067358097 -0.1247185771 -0.2147206337 -0.0377844719 -0.0804044877
#> 29 -0.036488269 0.0057732517 0.0550753306 -0.0620376434 -0.0403183999
#> 30 -0.056688693 -0.0162291947 0.0750314862 0.1196792527 0.0433531478
#> 31 -0.057495276 -0.0530429288 -0.0502106487 -0.0210863503 -0.0156021127
#> 32 0.001237774 0.0507117736 0.0034475358 -0.0091918636 -0.0029125748
#> 33 0.099484755 0.1676233493 0.1026556245 -0.1331557633 -0.0432447130
#> 34 -0.048614589 0.1284050515 0.0837728269 -0.0653710656 0.0671755507
#> 35 0.017178891 -0.0479214008 -0.0948430691 -0.0915915536 -0.0754453787
#> 36 -0.035372268 0.0534581850 -0.0273798229 -0.0079674499 0.1065017221
#> 37 -0.076143618 -0.0743546359 -0.0307868259 0.1078635908 -0.0575914827
#> 38 -0.002357328 0.0042517576 -0.0338172962 0.0890545544 0.0427143347
#> 39 -0.041921351 0.0006521722 0.1973607796 0.0402027493 -0.0133466827
#> 40 -0.052163292 -0.0488288344 -0.0846690073 -0.0576096575 -0.0768688528
#> 41 -0.004973364 -0.0714502407 -0.0351992826 0.0982962283 -0.0574871809
#> 42 0.028399085 -0.0396589097 -0.1371807808 -0.0496579723 0.0064403220
#> 43 0.072914469 0.0837161778 -0.0054918127 0.1341546591 0.0463401983
#> 44 -0.047734928 -0.1066932983 -0.0154354895 -0.0000194752 -0.1540508411
#> 45 -0.053663006 -0.0495934877 0.0745450644 0.0127561940 -0.0783046006
#> 46 -0.042880463 -0.1031493447 -0.0395882779 0.1559587228 0.0581908120
#> 47 0.021356761 -0.0078904979 -0.0134085348 0.0224250511 -0.0831700433
#> 48 -0.091110035 -0.1438938005 -0.0172128477 -0.0414357499 -0.1501167730
#> 49 -0.042159858 -0.1004134749 -0.0010669989 -0.0465887822 -0.0259590645
#> 50 0.064751064 0.0378667698 0.0670958031 -0.0506221465 0.0675455277
#> 51 0.178081215 0.1429477409 -0.0008983776 -0.0335745172 0.0208266288
#> 52 -0.094649475 -0.0905322863 -0.0593701903 -0.2055525702 -0.1634936857
#> 53 0.004494018 -0.0251653459 -0.0655279557 -0.0925534964 -0.0912088434
#> 54 -0.006700885 -0.0370374179 0.2616228387 0.0749404963 -0.0109874011
#> 55 0.020792224 -0.0103022861 0.1290122777 -0.0581364238 -0.0395861775
#> 56 0.606953596 0.2393660516 -0.0485689728 0.0304946838 0.0118480102
#> 57 0.250235623 0.5960840241 0.0505632229 -0.0593688076 0.0780527445
#> 58 -0.033305757 0.0549568666 0.5916903804 0.0076751584 0.0805735289
#> 59 0.016283915 -0.0844491486 -0.0217988263 0.6211643651 0.0280552040
#> 60 0.033504572 0.0888397340 0.0869668748 0.0639225346 0.5852970345
#> 61 -0.024574106 -0.0189898525 -0.0134995036 0.0069175133 0.1394435231
#> 62 0.034954481 0.0038826856 0.0067751656 -0.1057232365 0.0631926011
#> 63 -0.070290061 -0.1529761946 -0.1253158515 -0.1122576079 -0.0722977779
#> 64 -0.068981874 -0.0634008042 -0.0954030534 -0.1264811453 -0.1664392371
#> 65 0.027365943 -0.0018825951 0.0413916558 -0.1093408377 -0.0961655207
#> 66 0.002918320 0.0092763537 -0.0256391241 -0.0075693634 0.0649298923
#> 67 0.076354152 0.0842410406 -0.1278792576 0.0171728828 0.1029264830
#> 68 0.036096640 0.0465369176 -0.0320120117 -0.0129126514 -0.0237101835
#> 69 0.013188740 0.0662798468 0.0278399532 0.0030261479 -0.0090608961
#> 70 -0.021964890 0.0236941725 0.0228949093 0.0049415818 0.0369458391
#> 71 -0.016119946 -0.1079087559 -0.0510380573 0.1280637869 -0.0076276925
#> 72 -0.107412532 -0.0405905469 -0.0398254820 0.0511015216 0.0208792347
#> 73 -0.028830954 -0.0561736809 0.0618059005 -0.1217441396 -0.0049427056
#> 74 0.027062648 0.0352606593 0.0391937082 0.0273106595 0.0226218004
#> 75 -0.069842491 -0.0307075456 -0.0307855884 -0.0742402380 -0.0517417295
#> 76 -0.055229553 -0.0827749832 -0.0503039858 0.0466183406 0.0001705745
#> 77 -0.021197165 0.0255203061 0.0670948167 -0.0896531920 0.1797496029
#> 78 -0.023971785 0.1132820273 -0.0525431964 -0.0634730047 0.0277753465
#> 79 0.036976454 0.1394092572 0.1454820268 -0.0123211931 0.1039823587
#> 80 0.006592474 0.0574482830 0.0551863834 -0.0266499113 -0.0412612476
#> 61 62 63 64 65
#> 1 -0.138557224 -0.055135288 -0.067481251 0.0390053985 -0.003524359
#> 2 -0.082236992 0.032404322 -0.080897961 0.1269000056 0.108880176
#> 3 0.036764186 -0.003228901 0.116631309 0.0955962019 0.064388604
#> 4 0.022209984 0.023758969 0.026915174 -0.0124976207 0.094232920
#> 5 -0.038864753 -0.034696022 0.061577677 0.1477699830 -0.045278281
#> 6 -0.071411317 -0.110869747 -0.050092970 -0.0333330844 -0.085801914
#> 7 0.077205602 -0.115835952 -0.003722564 -0.1513205033 -0.057483099
#> 8 0.081447938 -0.072482165 0.193927157 -0.0221110201 0.077258998
#> 9 -0.048991122 0.021835527 0.030876672 0.0600491528 0.147842958
#> 10 -0.082908632 0.021889464 -0.146969866 -0.0543780234 -0.008188663
#> 11 0.021224367 -0.101285876 0.001448816 -0.1465848931 -0.056919055
#> 12 0.035703548 -0.003541079 -0.036772524 -0.0935712489 -0.147851894
#> 13 -0.039184461 0.216654092 -0.017199632 0.0699086912 -0.039858438
#> 14 0.008036600 -0.086120370 -0.056862746 -0.0195566490 -0.083376393
#> 15 -0.031197259 0.115090124 0.088087783 -0.0214066819 0.051814839
#> 16 -0.145513443 -0.109199955 0.031763905 0.1221577722 0.002608920
#> 17 0.021059806 0.019266559 -0.122043337 0.0137905662 -0.040613934
#> 18 -0.086816743 -0.070849810 -0.101347107 0.0448745573 0.099257175
#> 19 0.187785418 0.080801803 0.026279149 -0.0713391789 0.012136255
#> 20 0.045307682 -0.150826813 -0.032281763 -0.1157429014 -0.085734496
#> 21 -0.113059864 -0.063924061 -0.092248819 0.0119473349 -0.018691279
#> 22 -0.131603799 0.018704900 -0.018876248 0.1343758747 -0.115682745
#> 23 0.091606949 0.183723889 0.007386505 0.0208322724 0.073801969
#> 24 0.048811338 -0.150133595 0.066338011 -0.0464377081 -0.054289761
#> 25 -0.030520907 -0.087443863 -0.061414274 -0.0862025167 -0.138354916
#> 26 0.029516116 -0.103456997 -0.133678519 -0.1041139388 -0.066957126
#> 27 0.033040479 0.183715687 0.003535276 0.0317983393 -0.030587630
#> 28 0.033443890 -0.052654222 0.127498708 0.0303267818 -0.031744427
#> 29 -0.043493205 -0.103577143 -0.085543512 -0.0781069818 -0.033898214
#> 30 -0.004870369 -0.102043867 -0.159303003 -0.1058091518 -0.098725884
#> 31 -0.074354627 0.060494600 0.121303848 0.1278394468 -0.020851259
#> 32 -0.106034843 -0.025071846 -0.127499222 -0.1006998691 -0.144396139
#> 33 -0.113082763 0.035387215 -0.087272197 -0.0264891945 -0.016118487
#> 34 0.122960574 0.015675547 -0.010229808 -0.0383775728 0.059197629
#> 35 -0.055576980 -0.079326005 0.092763957 -0.0167691683 -0.082032781
#> 36 0.075170531 0.139261002 -0.008266453 0.0530475185 0.021794915
#> 37 0.050996526 -0.108136360 0.058943426 -0.0728777248 -0.089532548
#> 38 0.007133445 -0.085534656 -0.079699932 -0.1168068582 -0.081380159
#> 39 -0.119874645 -0.118480559 -0.122739762 -0.0891960022 -0.081887525
#> 40 -0.105941985 -0.063630866 0.135494317 0.0002259785 -0.087555190
#> 41 -0.031691892 -0.041400282 -0.027205918 -0.0339706789 -0.019252894
#> 42 0.015241277 0.049507891 0.078878561 -0.0672552186 0.056339312
#> 43 -0.064780599 -0.025213463 -0.127975513 -0.0803231467 -0.159267167
#> 44 -0.148872637 -0.087725329 -0.049334402 0.0632832764 -0.076164050
#> 45 -0.011056006 -0.105567434 -0.074834787 -0.0730403068 0.047032512
#> 46 -0.034733625 -0.103545703 -0.009536990 -0.0281397591 -0.111165329
#> 47 -0.003262586 -0.040703755 -0.038936460 0.1096796834 0.028552500
#> 48 -0.084497407 -0.045622050 -0.024110519 0.0517733314 0.086861309
#> 49 -0.091137275 0.045461479 0.017744383 0.0546867975 0.007200341
#> 50 0.047280851 0.147745712 -0.053079877 -0.0241743919 0.160028587
#> 51 0.012739295 0.121182248 -0.065975911 -0.0008198314 0.104736445
#> 52 -0.085734649 0.092555292 0.114419944 0.2276917744 0.097497480
#> 53 -0.056872870 0.063178114 0.070954257 0.0272102521 0.093546874
#> 54 0.048390514 0.034791159 -0.068492575 -0.0189452006 0.079969478
#> 55 -0.013274975 0.009223831 0.064061201 0.0875683555 0.210303267
#> 56 -0.028185045 -0.002015814 -0.035712378 -0.0748276085 0.003249491
#> 57 -0.011731219 -0.022218037 -0.107528940 -0.0583769669 -0.015129476
#> 58 -0.001847227 -0.014931914 -0.075474953 -0.0859855725 0.032538419
#> 59 -0.010904194 -0.156904300 -0.091890694 -0.1465376491 -0.147668059
#> 60 0.157489146 0.047878868 -0.016063534 -0.1506284103 -0.098625412
#> 61 0.603342657 0.037290612 0.036060974 -0.1172258392 0.035994842
#> 62 0.070649969 0.569983301 0.008799548 0.1240406332 0.103412871
#> 63 -0.002127647 -0.062748430 0.641531279 -0.0394303145 -0.020869799
#> 64 -0.114991043 0.092916073 0.000993103 0.6011078613 0.097491887
#> 65 0.056500356 0.090559029 0.037824336 0.1157626051 0.582837144
#> 66 0.092296824 0.076100915 0.007459938 -0.0179727282 0.029260145
#> 67 0.092746400 -0.014221232 -0.057143639 -0.0227764045 -0.053101143
#> 68 -0.003122770 -0.076387767 0.115296350 -0.0479276494 -0.014756669
#> 69 0.154121709 0.063855600 0.050544763 0.0732870420 0.143124175
#> 70 -0.001595880 -0.060479913 0.014620295 -0.0690797472 0.025526802
#> 71 -0.080947910 -0.025574899 -0.005357064 -0.0624857755 -0.115204602
#> 72 0.075212284 -0.130747523 0.059270857 -0.1030554857 -0.026811465
#> 73 0.042543488 0.246894351 -0.026754365 0.0798092040 0.128253252
#> 74 0.038286354 0.045252900 -0.078382860 0.0483208934 -0.016201247
#> 75 -0.041802879 0.042220927 0.165437471 0.1144390980 0.069126562
#> 76 -0.017074744 -0.085777923 0.077759569 -0.0022988196 -0.094798055
#> 77 0.088411796 0.179385747 -0.001217848 -0.0192297949 -0.007831728
#> 78 -0.031388396 -0.011503462 0.036733972 0.0637041575 -0.078373026
#> 79 0.182700959 -0.003665496 -0.005189333 -0.0632419277 -0.056662311
#> 80 -0.171649451 -0.050207004 -0.046520461 0.0586668790 -0.076900026
#> 66 67 68 69 70
#> 1 -0.0401890685 -0.0103682404 0.066460213 0.0450674026 -0.064941028
#> 2 -0.0370314906 -0.0638292076 -0.086795941 0.0226097417 -0.088018310
#> 3 0.1901424989 0.0949867384 0.020815020 0.1070725627 -0.053278195
#> 4 -0.0109813991 0.0417470749 -0.065499404 0.0059726996 0.004919244
#> 5 -0.0484146952 -0.0427074484 0.077164632 0.1546817454 -0.075716071
#> 6 -0.0858550338 -0.1106751732 -0.109979664 -0.1614706431 0.069428349
#> 7 -0.0395337295 0.0029491194 0.112090112 0.0611508420 0.021819490
#> 8 0.0364619795 0.0003874486 0.025495793 0.0594333549 0.075553123
#> 9 0.0037736866 -0.0248590004 0.115848480 0.0236622769 0.006388867
#> 10 0.0081190879 -0.1254889469 -0.087485773 0.0137998861 -0.175066319
#> 11 -0.0571348650 -0.0903464818 -0.002194812 -0.0560454643 -0.081894672
#> 12 0.0387060960 0.1434695101 -0.053455035 -0.0973753739 0.019508826
#> 13 -0.0732148533 -0.0377723682 -0.074696266 -0.0576989657 -0.099682572
#> 14 0.0491848819 0.0617044909 0.009565821 0.0043210172 0.075132707
#> 15 -0.0235921295 0.0160039798 0.092559078 -0.0035016276 0.011225514
#> 16 -0.1274506776 -0.0581009191 0.108563093 -0.0306109841 -0.063781519
#> 17 -0.0769704906 0.0531083665 -0.022433497 -0.0653278045 -0.002719474
#> 18 -0.0879559666 0.1204720934 0.033810425 -0.0548734030 0.101316959
#> 19 0.0763567091 0.0060571736 0.011455776 0.1532867227 0.008877211
#> 20 0.0423394778 0.0498021108 0.146867659 0.0414950659 0.074780882
#> 21 -0.0758400594 -0.0026738398 0.048970331 -0.0406646566 -0.108199350
#> 22 -0.0154788678 -0.0087157096 -0.030624685 -0.0562336588 -0.016335873
#> 23 0.0946960625 0.0617620775 -0.060144991 0.0041324393 -0.074589088
#> 24 -0.0009150351 0.0122730009 0.082398778 -0.0021873944 -0.012245994
#> 25 0.0096428305 0.0599716559 0.055651914 -0.0715631959 0.175414969
#> 26 0.1282236088 0.0010218476 -0.105138660 -0.0832497258 -0.023619842
#> 27 -0.0894110077 -0.0761670302 -0.151001047 -0.1094142295 -0.094457056
#> 28 -0.0198811651 0.0338456285 -0.067144678 -0.0788370137 -0.061659352
#> 29 -0.0463485395 -0.0658157998 -0.107757403 -0.1147109445 -0.063050610
#> 30 -0.1097717915 0.0469504440 -0.043471066 -0.0809649042 -0.026800660
#> 31 0.0118108199 -0.0830521491 -0.023235978 0.0075591636 0.013183318
#> 32 -0.0291124118 0.0144332413 -0.096569408 -0.0696094501 -0.050631675
#> 33 -0.0017179489 -0.1026716744 -0.078657339 -0.0923237013 -0.012397485
#> 34 0.0971894518 0.0194915164 0.014863562 0.0518168842 0.105915834
#> 35 -0.1139547451 -0.1423445399 -0.080550932 -0.1018816411 -0.102581093
#> 36 0.3131633465 0.0424477782 -0.016449168 0.1072312583 -0.017636644
#> 37 -0.0927344307 -0.0425115158 0.036207769 0.0347069713 0.016235939
#> 38 -0.0880382325 0.0276602891 -0.106431149 -0.1743724108 -0.005907355
#> 39 -0.0951010497 -0.0846528104 0.014469502 -0.1276083941 -0.042149529
#> 40 -0.0621548043 -0.0544636014 0.020074856 -0.0677016457 0.063070029
#> 41 -0.0989359166 -0.0209235683 -0.112711886 -0.0894831015 0.020689505
#> 42 -0.0596178567 -0.0198383013 -0.007915293 -0.0229179218 0.020155348
#> 43 -0.0200017944 0.0665367445 -0.033074348 -0.0412646685 -0.068126379
#> 44 -0.0606959258 -0.1434330606 -0.140621422 -0.1559116623 -0.037966699
#> 45 -0.0183930912 -0.0061489117 0.030000737 -0.0561469632 0.049239978
#> 46 -0.0456795487 -0.0017753559 -0.042608148 -0.0667106501 -0.006110058
#> 47 -0.0038095350 0.0378551633 0.122601456 0.0621402567 -0.107376017
#> 48 -0.1324926429 -0.0919960556 -0.087140016 -0.0764584036 0.032489034
#> 49 -0.1133246754 -0.1067429913 -0.030358521 -0.0490480550 -0.119611874
#> 50 0.0615803914 -0.0260676557 0.001110390 0.0692204542 -0.051804313
#> 51 -0.0119794949 0.0276709428 -0.023062676 0.1009576500 0.013925704
#> 52 -0.0611743074 -0.1107862087 -0.017381841 -0.0281805789 -0.033253012
#> 53 -0.0793915684 -0.0722059849 -0.014153279 -0.0648131304 0.046486567
#> 54 0.0150330682 -0.0802388570 -0.088302160 0.0612943466 -0.040907578
#> 55 -0.0151330238 -0.0712049865 -0.006548285 0.0731414186 -0.025744634
#> 56 -0.0166230822 0.0704772318 0.030054287 -0.0183314189 -0.025364841
#> 57 0.0006045235 0.0892336924 0.051364136 0.0456292594 0.031163794
#> 58 -0.0299173107 -0.1184929620 -0.022791149 0.0115830095 0.034758174
#> 59 -0.0413215347 -0.0029148063 -0.033165774 -0.0427047805 -0.012669138
#> 60 0.0670450515 0.1187061245 -0.008095975 -0.0189244939 0.055202450
#> 61 0.0763663606 0.0904804189 -0.005554185 0.1262124879 -0.001384892
#> 62 0.0935298075 0.0168721423 -0.045459826 0.0693057351 -0.026909569
#> 63 -0.0466591466 -0.0975982414 0.074676314 -0.0155530790 -0.023357338
#> 64 -0.0316683957 -0.0228075899 -0.048124268 0.0476126174 -0.066633963
#> 65 0.0338351955 -0.0348616111 0.003317430 0.1357204684 0.046243304
#> 66 0.5874121938 0.0598202432 0.011656812 0.0956767147 -0.042239496
#> 67 0.0461557611 0.6010766759 0.047628493 0.0007535657 -0.010057650
#> 68 -0.0018422373 0.0477939258 0.600911243 0.1663659719 -0.013516833
#> 69 0.1076554718 0.0263968049 0.191843778 0.5754334367 -0.035697246
#> 70 -0.0583809475 -0.0125346197 -0.016159236 -0.0638174545 0.603553645
#> 71 -0.1029866102 -0.0694229061 -0.095058464 -0.0749539165 -0.016558728
#> 72 0.0451376015 -0.0262275698 0.054888769 0.0038976577 0.015631059
#> 73 0.1059556393 -0.0835919599 -0.076386705 0.0164065852 -0.040880944
#> 74 0.0943654613 0.1561234652 -0.014205083 0.0251747446 0.022553399
#> 75 -0.0325587044 0.0148146026 0.041528401 0.0728542629 0.110957765
#> 76 -0.0902551766 -0.0496850868 0.093939095 -0.0026857239 -0.059241400
#> 77 0.1479403412 0.0129906266 -0.060370078 0.0453575498 0.120476910
#> 78 0.0962781493 0.1053081738 0.012524539 0.0040314811 0.029452443
#> 79 0.1347118633 0.0945403845 0.020404853 0.1065216811 0.062772673
#> 80 -0.0917904030 -0.0505272022 0.017181966 -0.1271581542 0.124249353
#> 71 72 73 74 75
#> 1 -0.0144656297 -0.0718538685 -0.097513817 -0.0695933192 -0.0146000971
#> 2 -0.0177551104 -0.1397229761 0.002993325 0.0776948867 0.0456665131
#> 3 -0.0121766583 0.0160426913 -0.021132361 0.0544070134 0.0624350038
#> 4 0.1201010005 -0.0859888844 -0.040300557 0.1322275248 -0.0398167711
#> 5 0.0681597946 -0.0101683681 -0.053961273 -0.0062065433 0.0640068383
#> 6 -0.0469046999 -0.0097998993 0.014673977 -0.0838304901 -0.0266208787
#> 7 0.0630738380 -0.0364020389 -0.120068501 -0.0688294758 -0.0942917296
#> 8 -0.0393185157 0.0684575419 -0.020658279 -0.0394322424 0.1626391642
#> 9 -0.0950011622 0.0514669821 0.004671925 -0.0208326972 0.0931268336
#> 10 -0.0070719930 -0.1754567362 0.025319744 0.0276041615 -0.0990052360
#> 11 0.0063198003 -0.0143934176 0.011319252 -0.1278009263 -0.0799002279
#> 12 0.1132124335 0.0166375748 -0.054363876 0.0562018959 -0.1184604599
#> 13 -0.0516691738 -0.0715384177 0.233883035 -0.0304559359 0.0736233169
#> 14 -0.0740626554 0.0663215372 -0.014337732 0.0009027355 0.0486909628
#> 15 -0.0334333826 0.0067586789 0.018450149 -0.0474635651 0.0195718809
#> 16 -0.0911169090 -0.0363597813 -0.078611645 -0.1094686905 0.0547516614
#> 17 -0.0778986148 -0.0155199270 0.043321960 -0.0247598579 -0.1300471631
#> 18 -0.0729254725 0.0066248495 -0.093859046 -0.0181598099 -0.0443096667
#> 19 -0.0631948088 0.1510839855 0.049539749 0.0461028359 0.0509360619
#> 20 -0.0927386041 0.0723320751 -0.049443550 -0.0026240454 0.0054310874
#> 21 0.0442488612 -0.1279027988 -0.087761067 -0.0094355647 -0.0724246794
#> 22 0.0136823980 -0.0494430545 0.012354809 -0.0677844152 0.0766815057
#> 23 -0.0363575300 -0.0799550666 0.116609200 -0.0711683637 -0.0640915952
#> 24 -0.0894130295 0.0542527346 -0.110160742 -0.0369615477 -0.0286336721
#> 25 0.0001282218 0.0306059832 -0.105970744 -0.0374524694 -0.0638565802
#> 26 -0.0149643735 0.0008777277 0.002386091 0.0076234250 -0.1894611531
#> 27 -0.0068306101 -0.0241572588 0.181389997 -0.0871598195 -0.0420905973
#> 28 -0.0735577462 0.0977184237 -0.076626408 -0.1200499555 -0.0430140248
#> 29 -0.0910742981 0.0805495046 -0.039910011 -0.1000018736 -0.1456140647
#> 30 0.0734295946 -0.0459162617 -0.100796876 0.0214561746 -0.1440638765
#> 31 0.0982327061 -0.0318660766 0.023666601 -0.0633617744 0.0453657694
#> 32 0.0695779423 -0.1797648072 -0.119784952 -0.0232274666 -0.1102642112
#> 33 -0.0117900832 -0.0605328589 0.066098053 -0.0010380910 -0.0197346538
#> 34 -0.1154152453 0.2198074088 0.063598925 0.0271086701 0.0023937826
#> 35 -0.0873631660 -0.0683090205 -0.012801842 -0.1434963231 -0.0526517105
#> 36 0.0344889241 0.1047758956 0.064822983 0.0551438929 -0.0540766327
#> 37 0.0178275350 0.0646471550 -0.084060914 -0.0161162498 0.0237637733
#> 38 0.0079539837 0.0650416374 -0.037688611 -0.0495706485 -0.0877172594
#> 39 -0.0330839354 -0.0158818666 -0.083752060 -0.1127277852 -0.1293628415
#> 40 0.0920849618 0.0190981401 -0.135153767 -0.0738734878 0.0961931877
#> 41 0.0906772249 0.0013180017 -0.120451669 -0.0286521709 -0.0251934439
#> 42 -0.0437242988 -0.0606937698 0.001493045 -0.1318194668 0.0242557457
#> 43 0.1412109287 -0.0878538121 -0.039012633 0.0773959500 -0.1060131025
#> 44 0.0301902038 -0.0758262372 -0.074260979 -0.0802596721 -0.0941190994
#> 45 -0.1129522764 0.1440904049 0.003396263 -0.0209335848 -0.0510827562
#> 46 0.1098946737 -0.0104040738 -0.085374081 -0.0040184996 -0.0202601928
#> 47 -0.0494438889 0.0328718860 -0.077904082 0.0170405566 -0.0461316646
#> 48 0.0233059795 -0.1132035188 0.024082918 0.0491402599 0.0448330598
#> 49 0.0336908908 -0.0949050283 0.081595212 -0.1219347269 0.0174590032
#> 50 0.0299466313 -0.0243915673 0.063777709 0.0238853649 -0.0712895255
#> 51 0.0888580425 -0.0373373159 0.052756804 0.1785697816 0.0083358150
#> 52 -0.0976303570 -0.1221357136 0.124969550 -0.0764178683 0.1537663178
#> 53 -0.0338574646 0.0944567496 -0.025950635 -0.1020363100 0.1029521882
#> 54 0.0412778577 -0.0545756084 0.068684496 0.0811811600 -0.0653360716
#> 55 -0.0194392569 0.0465809004 0.006754969 0.0244471658 0.0763597775
#> 56 -0.0010032593 -0.1045146491 -0.036139363 0.0034575336 -0.0865187186
#> 57 -0.0819224976 -0.0268230918 -0.052612518 0.0225251167 -0.0365142010
#> 58 -0.0206581553 -0.0216643832 0.069760708 0.0308518093 -0.0321986001
#> 59 0.1289697042 0.0397886357 -0.143263317 -0.0105052241 -0.1051272344
#> 60 0.0291455553 0.0454336793 0.009405447 0.0206732473 -0.0467613953
#> 61 -0.0622202850 0.0817211056 0.038846018 0.0182921782 -0.0548681675
#> 62 0.0265120818 -0.0908793454 0.276556238 0.0586180806 0.0625149948
#> 63 -0.0248180604 0.0275910572 -0.068640456 -0.1365656571 0.1141835608
#> 64 -0.0415233544 -0.0943118678 0.078346530 0.0305615136 0.1036086054
#> 65 -0.0759714633 0.0002028706 0.145061296 -0.0156899095 0.0765667867
#> 66 -0.0683285217 0.0675768869 0.118188633 0.0903017490 -0.0296935295
#> 67 -0.0484292996 -0.0174527665 -0.085023448 0.1383952707 0.0040152954
#> 68 -0.0738994246 0.0638290055 -0.077652760 -0.0317678446 0.0308945268
#> 69 -0.0283170708 0.0383157002 0.040618336 0.0330897894 0.0876981949
#> 70 0.0019579086 0.0219288925 -0.044789402 0.0023482351 0.0976814881
#> 71 0.6220702824 -0.0985859501 -0.112102424 0.0790585272 -0.0379741065
#> 72 -0.0863671469 0.6098514792 -0.115624994 -0.0548233824 0.0002254831
#> 73 -0.0896773290 -0.1054187023 0.599645187 0.0015378125 0.0414174334
#> 74 0.1177803281 -0.0283203848 0.017834518 0.5833484815 0.0602757051
#> 75 -0.0061811928 0.0197995935 0.050785252 0.0533468179 0.5902773687
#> 76 0.0952832726 0.0097024108 -0.068572371 0.0252565731 0.0003715038
#> 77 0.0062038990 -0.0445472568 0.178950992 0.0886696512 0.0526026921
#> 78 0.0041311375 0.1197848992 -0.074755037 0.1449777466 0.1017935816
#> 79 -0.0754513280 0.0576766221 0.062380106 0.1038037342 0.0180341963
#> 80 0.0477707407 -0.0508428800 -0.108141208 -0.0089395709 0.0077909250
#> 76 77 78 79 80
#> 1 -0.008521888 -0.1381958412 -0.0528960766 -0.138611004 0.0116269304
#> 2 -0.146461836 0.0067968220 0.0083975946 -0.030213346 0.0383632115
#> 3 -0.023691543 -0.0058641812 0.1322498491 -0.035235737 -0.0255500571
#> 4 -0.041535494 0.0713012207 -0.0478736855 -0.004332720 -0.0748781079
#> 5 0.335075061 -0.1062281084 -0.0034199585 -0.106631819 -0.0692094069
#> 6 0.012167884 -0.0071505028 -0.0809396320 -0.044461610 0.0350864327
#> 7 -0.026575608 -0.0337249711 -0.1301434671 -0.032433937 -0.0235161999
#> 8 0.094948465 -0.0346777054 0.0013453400 -0.034390903 -0.1242188782
#> 9 -0.112737755 -0.0351333462 -0.0332646863 -0.064459216 0.0671044784
#> 10 -0.088910126 -0.0751726186 -0.1098675779 -0.101715857 -0.1108823112
#> 11 0.114912744 -0.1318611682 -0.1833659431 -0.095725152 -0.1748289113
#> 12 0.055787566 0.0359156266 0.0385168290 0.094091528 0.0129195265
#> 13 -0.012886100 0.0586040915 -0.0261006810 -0.028706634 -0.0863175413
#> 14 -0.034714580 0.0923253837 0.0955855901 0.186738471 0.0638499090
#> 15 -0.087311919 -0.0089067283 -0.0478100589 -0.084866702 -0.0316388109
#> 16 0.133627562 -0.1722654640 -0.0221675053 -0.135322469 0.0225612742
#> 17 -0.025137667 -0.0165330467 -0.0096273687 0.089085958 0.0500812472
#> 18 -0.009614065 -0.1392826333 -0.0082883019 -0.095804917 0.1490723010
#> 19 -0.066917280 0.1660698272 0.0710049979 0.133277384 -0.1023056567
#> 20 -0.064894722 0.0050054336 -0.0336811278 0.240995779 -0.0151551629
#> 21 -0.034647270 -0.1225894853 -0.0619006489 -0.141332736 0.1192979048
#> 22 -0.044576846 -0.0150593723 0.0269029990 -0.097148677 0.0778921433
#> 23 -0.093550921 0.0958419737 -0.0293417449 -0.005569801 -0.0144162516
#> 24 0.080222688 -0.1039944164 0.0442428411 0.028791094 -0.0514698634
#> 25 -0.030351943 0.0478987119 0.0478646828 -0.005670697 0.2261898090
#> 26 -0.052293448 -0.0041512880 -0.1065389173 0.022225298 -0.0761065656
#> 27 0.023394042 -0.0249770958 -0.0882936130 -0.114006771 -0.1156653705
#> 28 -0.017872037 -0.1219536886 -0.0576303934 -0.142291607 -0.1148017530
#> 29 -0.141263135 -0.0840726076 -0.0460808306 -0.021420357 0.0259906752
#> 30 0.014910805 -0.0815106148 -0.1076730785 -0.054715915 -0.0364984352
#> 31 0.013940826 0.0038361078 0.0512462972 -0.076667796 0.1231545188
#> 32 -0.103825810 0.0590296681 -0.0257670412 -0.003592594 -0.0333179343
#> 33 -0.156923883 0.1063178572 0.0537719596 0.051569678 0.1539948479
#> 34 -0.022606070 0.1495507542 0.1547130772 0.251341313 -0.0299043358
#> 35 0.111375627 -0.0906409525 -0.0667237355 -0.038159585 -0.1505245053
#> 36 0.017484834 0.1354547029 0.1919636896 0.091317959 -0.0228838012
#> 37 0.121657249 -0.1305388113 0.0107622280 -0.018486962 -0.0574745518
#> 38 -0.038872289 -0.0828487633 -0.0096479736 -0.027947410 0.0132160916
#> 39 -0.035106612 -0.1228762352 -0.0910241506 -0.072223080 0.2091906629
#> 40 -0.015444928 -0.0253565247 0.1026866188 -0.074839907 0.1179191722
#> 41 -0.143623927 -0.0365650519 -0.1000023422 -0.063084806 0.0532640420
#> 42 0.057779380 -0.0782822344 -0.1391545254 -0.153918968 -0.1311083754
#> 43 -0.038808985 0.0272109006 -0.0126167717 0.028973233 -0.0005287773
#> 44 -0.114532232 -0.0845326412 -0.0548698712 -0.102447591 0.1665765788
#> 45 -0.110345719 -0.0559142532 -0.0850262504 0.053043517 0.0420578421
#> 46 0.336258001 -0.1056116876 -0.0032150905 -0.071355938 -0.0366638370
#> 47 0.030269062 -0.0971827861 -0.0308387596 -0.033328758 0.0293632593
#> 48 -0.035978463 -0.0443860972 -0.1332207954 -0.114818180 -0.0509637912
#> 49 0.232885334 -0.1319936520 -0.1033987089 -0.146775149 -0.0331463517
#> 50 0.006704133 0.0489506776 -0.0374896204 -0.026711383 -0.0832798387
#> 51 -0.059340034 0.0902073357 -0.0008399022 0.040988174 -0.0716959743
#> 52 -0.033497679 -0.0281076500 -0.0249041515 -0.105152778 0.0183113011
#> 53 -0.104960802 -0.0386603029 -0.0002982982 -0.104762389 0.1030299928
#> 54 0.004100419 -0.0231744662 -0.0875260027 0.004529829 -0.0582324918
#> 55 0.025393488 -0.0514284179 0.0311673204 -0.061492630 0.0465905756
#> 56 -0.049497265 -0.0404781658 -0.0424305483 0.015460714 -0.0041714730
#> 57 -0.066173123 0.0171088766 0.1056928357 0.128763089 0.0575539075
#> 58 -0.029308482 0.0630770309 -0.0557387443 0.139229502 0.0596856516
#> 59 0.038139860 -0.1231449625 -0.0961425374 -0.048047702 -0.0516246279
#> 60 0.027559424 0.1821251630 0.0309731444 0.104123180 -0.0303686336
#> 61 -0.007731518 0.0727417329 -0.0462362212 0.164796157 -0.1788024597
#> 62 -0.043075340 0.1970750400 0.0070080690 0.011789059 -0.0240006563
#> 63 0.048914174 -0.0550765319 -0.0163024747 -0.061282756 -0.0918620913
#> 64 0.009279203 -0.0326650616 0.0510911287 -0.078911933 0.0537486663
#> 65 -0.064949314 -0.0029962772 -0.0727153367 -0.054061598 -0.0635475210
#> 66 -0.064981486 0.1482007420 0.0973607879 0.132737525 -0.0830129482
#> 67 -0.038075879 -0.0004134548 0.0927263303 0.078901565 -0.0554142296
#> 68 0.105713736 -0.0736087263 0.0001081285 0.004931466 0.0124603721
#> 69 0.034566724 0.0575967077 0.0170928769 0.116526100 -0.1064019423
#> 70 -0.050109161 0.1045958595 0.0143936303 0.044656884 0.1168853558
#> 71 0.085898874 -0.0281937888 -0.0294443125 -0.112083754 0.0218901069
#> 72 0.012536816 -0.0667261414 0.0984282525 0.033262999 -0.0645047106
#> 73 -0.055531674 0.1669783990 -0.0859053924 0.048172775 -0.1115967472
#> 74 0.054593976 0.0929937643 0.1501240975 0.105893109 0.0039015962
#> 75 0.022780019 0.0499979180 0.1000110454 0.013194684 0.0137032048
#> 76 0.612685884 -0.1432035784 -0.0148094347 -0.082816476 -0.0799161194
#> 77 -0.118190289 0.5876725946 0.0950138922 0.245252654 -0.0157308164
#> 78 0.009381617 0.0941916544 0.5884948325 0.130083772 0.1168073923
#> 79 -0.055568448 0.2474873930 0.1331407480 0.585437856 -0.0613918043
#> 80 -0.063419884 -0.0242478703 0.1091125762 -0.072143597 0.5961896485
#> attr(,"scaled:center")
#> 1 2 3 4 5 6 7 8
#> 0.3788658 0.3814989 0.4183255 0.3918947 0.4088278 0.3842858 0.3826752 0.3873976
#> 9 10 11 12 13 14 15 16
#> 0.4104603 0.3535682 0.3534930 0.4109546 0.3829745 0.4092728 0.3981475 0.3831530
#> 17 18 19 20 21 22 23 24
#> 0.3971087 0.4128623 0.4051342 0.3967699 0.3923085 0.3900718 0.4110066 0.3854762
#> 25 26 27 28 29 30 31 32
#> 0.4012925 0.3878646 0.3764419 0.3692853 0.3851280 0.3770422 0.4125122 0.3540096
#> 33 34 35 36 37 38 39 40
#> 0.3971099 0.4030364 0.3367828 0.4261712 0.3904108 0.3963832 0.3917174 0.3984649
#> 41 42 43 44 45 46 47 48
#> 0.3854888 0.3760379 0.3990596 0.3797833 0.3936035 0.3923107 0.4049324 0.3636083
#> 49 50 51 52 53 54 55 56
#> 0.3938177 0.3908442 0.4070454 0.3846021 0.4092048 0.4125100 0.4170131 0.3930464
#> 57 58 59 60 61 62 63 64
#> 0.4039160 0.4083096 0.3788356 0.4147030 0.3966573 0.4300167 0.3584687 0.3988921
#> 65 66 67 68 69 70 71 72
#> 0.4171629 0.4125878 0.3989233 0.3990888 0.4245666 0.3964464 0.3779297 0.3901485
#> 73 74 75 76 77 78 79 80
#> 0.4003548 0.4166515 0.4097226 0.3873141 0.4123274 0.4115052 0.4145621 0.4038104
#>
#> $y
#> [,1]
#> 1 -1.34092076
#> 2 -0.40354514
#> 3 -0.08804619
#> 4 -0.19662129
#> 5 -0.83292838
#> 6 -0.24326776
#> 7 -0.24326776
#> 8 1.71759798
#> 9 -0.40354514
#> 10 -0.01470504
#> 11 2.24746138
#> 12 -0.08804619
#> 13 -0.24326776
#> 14 -0.95351156
#> 15 -0.01470504
#> 16 -0.01470504
#> 17 -0.40354514
#> 18 -0.24326776
#> 19 0.80319493
#> 20 -0.95351156
#> 21 -0.29286530
#> 22 -0.14620204
#> 23 -0.24326776
#> 24 -0.83292838
#> 25 -0.95351156
#> 26 -0.01470504
#> 27 -0.29286530
#> 28 -0.29286530
#> 29 -0.24326776
#> 30 -0.08804619
#> 31 2.44413581
#> 32 -0.34683102
#> 33 -0.40354514
#> 34 -0.59103998
#> 35 1.45423823
#> 36 -0.83292838
#> 37 1.84475166
#> 38 -0.40354514
#> 39 -0.01470504
#> 40 1.22055754
#> 41 -0.01470504
#> 42 -0.34683102
#> 43 -0.19662129
#> 44 -0.83292838
#> 45 -0.01470504
#> 46 -0.77069581
#> 47 -0.95351156
#> 48 -0.29286530
#> 49 -0.24326776
#> 50 0.04504303
#> 51 -0.65052072
#> 52 0.61191952
#> 53 -0.19662129
#> 54 2.09707181
#> 55 2.74899002
#> 56 -0.40354514
#> 57 -0.95351156
#> 58 -0.01470504
#> 59 -0.34683102
#> 60 -0.83292838
#> 61 -0.14620204
#> 62 1.59220679
#> 63 1.97001211
#> 64 -0.24326776
#> 65 1.11276978
#> 66 -0.01470504
#> 67 -0.29286530
#> 68 -0.34683102
#> 69 1.33191320
#> 70 -0.83292838
#> 71 -0.83292838
#> 72 1.00663078
#> 73 -0.29286530
#> 74 -0.34683102
#> 75 -0.24326776
#> 76 0.90572278
#> 77 -0.83292838
#> 78 -0.29286530
#> 79 -0.40354514
#> 80 -0.29286530
#> attr(,"scaled:center")
#> [1] -0.1434088
#>
#> $betahat
#> [,1]
#> 1 -1.94301148
#> 2 -0.74719050
#> 3 0.00000000
#> 4 -0.37413579
#> 5 -1.47272148
#> 6 -0.91665893
#> 7 0.00000000
#> 8 1.57128222
#> 9 0.00000000
#> 10 -0.78274385
#> 11 3.45307327
#> 12 1.20496495
#> 13 0.00000000
#> 14 -1.25696063
#> 15 -0.17299600
#> 16 0.00000000
#> 17 0.00000000
#> 18 0.00000000
#> 19 0.61411750
#> 20 -0.79188916
#> 21 -0.09020188
#> 22 0.81744839
#> 23 -0.76818128
#> 24 -1.90481232
#> 25 -0.22148246
#> 26 0.21380261
#> 27 -1.56596699
#> 28 -1.68434523
#> 29 -0.34701756
#> 30 0.20763020
#> 31 3.07060543
#> 32 0.00000000
#> 33 -0.42756026
#> 34 -0.77685421
#> 35 1.94738175
#> 36 -0.71360734
#> 37 1.81874326
#> 38 -0.28533923
#> 39 0.26058765
#> 40 0.00000000
#> 41 0.00000000
#> 42 -1.39917268
#> 43 1.43029656
#> 44 -0.99272944
#> 45 0.42687434
#> 46 -1.26423527
#> 47 -1.59808177
#> 48 -1.05335312
#> 49 0.00000000
#> 50 0.00000000
#> 51 0.00000000
#> 52 0.13257815
#> 53 0.00000000
#> 54 2.83268467
#> 55 3.23325049
#> 56 0.11201159
#> 57 -0.35050439
#> 58 0.25761515
#> 59 -0.57601898
#> 60 -1.06607031
#> 61 -0.80918337
#> 62 1.29790609
#> 63 2.76541383
#> 64 -0.72051185
#> 65 1.03377222
#> 66 -0.21408834
#> 67 0.44997105
#> 68 -0.06829162
#> 69 1.30496749
#> 70 0.00000000
#> 71 -1.14673749
#> 72 1.01376593
#> 73 0.00000000
#> 74 0.03984143
#> 75 -0.41337909
#> 76 0.08570851
#> 77 -1.12743271
#> 78 0.00000000
#> 79 -0.65443803
#> 80 0.80947123
#>
#> $A
#> [1] 1 2 4 5 6 8 10 11 12 14 15 19 20 21 22 23 24 25 26 27 28 29 30 31 33
#> [26] 34 35 36 37 38 39 42 43 44 45 46 47 48 52 54 55 56 57 58 59 60 61 62 63 64
#> [51] 65 66 67 68 69 71 72 74 75 76 77 79 80
#>
#> $betamat
#> $betamat[[1]]
#> [,1]
#> [1,] 0.0000000
#> [2,] 0.0000000
#> [3,] 0.0000000
#> [4,] 0.0000000
#> [5,] 0.0000000
#> [6,] 0.0000000
#> [7,] 0.0000000
#> [8,] 0.8563491
#> [9,] 0.0000000
#> [10,] 0.0000000
#> [11,] 0.0000000
#> [12,] 0.0000000
#> [13,] 0.0000000
#> [14,] 0.0000000
#> [15,] 0.0000000
#> [16,] 0.0000000
#> [17,] 0.0000000
#> [18,] 0.0000000
#> [19,] 0.0000000
#> [20,] -0.6099970
#> [21,] 0.0000000
#> [22,] 0.0000000
#> [23,] 0.0000000
#> [24,] 0.0000000
#> [25,] -0.8615227
#> [26,] 0.0000000
#> [27,] 0.0000000
#> [28,] 0.0000000
#> [29,] 0.0000000
#> [30,] 0.0000000
#> [31,] 0.6497714
#> [32,] 0.0000000
#> [33,] 0.0000000
#> [34,] 0.0000000
#> [35,] 0.0000000
#> [36,] 0.0000000
#> [37,] 0.6489890
#> [38,] 0.0000000
#> [39,] 0.0000000
#> [40,] 0.0000000
#> [41,] 0.0000000
#> [42,] 0.0000000
#> [43,] 0.0000000
#> [44,] 0.0000000
#> [45,] 0.0000000
#> [46,] 0.0000000
#> [47,] 0.0000000
#> [48,] 0.0000000
#> [49,] 0.0000000
#> [50,] 0.0000000
#> [51,] 0.0000000
#> [52,] 0.7337544
#> [53,] 0.0000000
#> [54,] 0.6400889
#> [55,] 0.9947822
#> [56,] 0.0000000
#> [57,] -0.8197480
#> [58,] 0.0000000
#> [59,] 0.0000000
#> [60,] 0.0000000
#> [61,] 0.0000000
#> [62,] 0.0000000
#> [63,] 1.2187828
#> [64,] 0.0000000
#> [65,] 0.6907707
#> [66,] 0.0000000
#> [67,] -0.6928255
#> [68,] 0.0000000
#> [69,] 0.0000000
#> [70,] 0.0000000
#> [71,] 0.0000000
#> [72,] 0.0000000
#> [73,] 0.0000000
#> [74,] 0.0000000
#> [75,] 0.0000000
#> [76,] 0.0000000
#> [77,] 0.0000000
#> [78,] 0.0000000
#> [79,] 0.0000000
#> [80,] -0.6094128
#>
#> $betamat[[2]]
#> [,1]
#> [1,] -0.86777639
#> [2,] -0.39257978
#> [3,] 0.00000000
#> [4,] 0.00000000
#> [5,] 0.00000000
#> [6,] 0.00000000
#> [7,] 0.00000000
#> [8,] 0.97421994
#> [9,] 0.00000000
#> [10,] 0.00000000
#> [11,] 1.16442308
#> [12,] -0.15739286
#> [13,] 0.00000000
#> [14,] 0.00000000
#> [15,] 0.00000000
#> [16,] 0.00000000
#> [17,] 0.00000000
#> [18,] 0.00000000
#> [19,] 0.00000000
#> [20,] -0.44257900
#> [21,] 0.00000000
#> [22,] 0.00000000
#> [23,] 0.00000000
#> [24,] 0.00000000
#> [25,] -0.79529766
#> [26,] -0.07997324
#> [27,] 0.00000000
#> [28,] 0.00000000
#> [29,] 0.00000000
#> [30,] 0.00000000
#> [31,] 0.89005414
#> [32,] 0.00000000
#> [33,] 0.00000000
#> [34,] 0.00000000
#> [35,] 0.00000000
#> [36,] 0.00000000
#> [37,] 1.13238487
#> [38,] 0.00000000
#> [39,] 0.00000000
#> [40,] 0.00000000
#> [41,] 0.00000000
#> [42,] 0.00000000
#> [43,] 0.00000000
#> [44,] 0.00000000
#> [45,] 0.00000000
#> [46,] 0.00000000
#> [47,] 0.00000000
#> [48,] -0.19358445
#> [49,] 0.00000000
#> [50,] 0.00000000
#> [51,] 0.00000000
#> [52,] 0.26609678
#> [53,] 0.00000000
#> [54,] 1.12631531
#> [55,] 1.19494447
#> [56,] 0.00000000
#> [57,] -0.97371967
#> [58,] 0.00000000
#> [59,] 0.12062221
#> [60,] 0.00000000
#> [61,] 0.00000000
#> [62,] 0.00000000
#> [63,] 1.48473490
#> [64,] -0.45920808
#> [65,] 0.55384680
#> [66,] 0.00000000
#> [67,] -0.78472264
#> [68,] 0.00000000
#> [69,] 0.00000000
#> [70,] 0.00000000
#> [71,] 0.00000000
#> [72,] 0.65331545
#> [73,] 0.00000000
#> [74,] 0.00000000
#> [75,] 0.03195231
#> [76,] 0.00000000
#> [77,] 0.00000000
#> [78,] 0.00000000
#> [79,] 0.00000000
#> [80,] -0.76595380
#>
#> $betamat[[3]]
#> [,1]
#> [1,] -1.12778326
#> [2,] -0.09878157
#> [3,] 0.00000000
#> [4,] 0.00000000
#> [5,] -0.45328938
#> [6,] -0.69478094
#> [7,] 0.00000000
#> [8,] 0.71084143
#> [9,] 0.00000000
#> [10,] 0.00000000
#> [11,] 1.40444266
#> [12,] -0.15009613
#> [13,] 0.00000000
#> [14,] 0.00000000
#> [15,] 0.00000000
#> [16,] 0.00000000
#> [17,] 0.00000000
#> [18,] 0.00000000
#> [19,] 0.00000000
#> [20,] -0.49153499
#> [21,] 0.09161228
#> [22,] 0.00000000
#> [23,] 0.00000000
#> [24,] -0.19901610
#> [25,] -1.00369161
#> [26,] 0.02190599
#> [27,] -0.10909060
#> [28,] -0.28163783
#> [29,] 0.43481095
#> [30,] 0.00000000
#> [31,] 1.51007027
#> [32,] 0.00000000
#> [33,] -0.17659059
#> [34,] 0.00000000
#> [35,] 0.00000000
#> [36,] 0.00000000
#> [37,] 1.31999943
#> [38,] 0.00000000
#> [39,] 0.00000000
#> [40,] 0.00000000
#> [41,] 0.00000000
#> [42,] -0.32677925
#> [43,] 0.30818724
#> [44,] 0.00000000
#> [45,] 0.00000000
#> [46,] -0.67808707
#> [47,] 0.00000000
#> [48,] -0.57200702
#> [49,] 0.00000000
#> [50,] 0.00000000
#> [51,] 0.00000000
#> [52,] 0.29990804
#> [53,] 0.00000000
#> [54,] 1.96568283
#> [55,] 1.99938576
#> [56,] -0.17950887
#> [57,] -0.65781971
#> [58,] 0.00000000
#> [59,] -0.01987235
#> [60,] 0.00000000
#> [61,] 0.00000000
#> [62,] 0.00000000
#> [63,] 1.80289777
#> [64,] -0.89170812
#> [65,] 0.86633782
#> [66,] 0.00000000
#> [67,] -1.05023105
#> [68,] 0.00000000
#> [69,] 0.00000000
#> [70,] 0.00000000
#> [71,] 0.00000000
#> [72,] 0.68582667
#> [73,] 0.00000000
#> [74,] 0.00000000
#> [75,] -0.27719022
#> [76,] 0.11963044
#> [77,] 0.00000000
#> [78,] 0.00000000
#> [79,] 0.00000000
#> [80,] -0.39998040
#>
#> $betamat[[4]]
#> [,1]
#> [1,] -1.109769807
#> [2,] -0.420437729
#> [3,] 0.000000000
#> [4,] -0.357936882
#> [5,] -0.671911525
#> [6,] -1.199758641
#> [7,] 0.000000000
#> [8,] 0.968268669
#> [9,] 0.000000000
#> [10,] -0.208455166
#> [11,] 2.168651444
#> [12,] 0.381446393
#> [13,] 0.000000000
#> [14,] -0.978313077
#> [15,] 0.000000000
#> [16,] 0.000000000
#> [17,] 0.000000000
#> [18,] 0.000000000
#> [19,] 0.000000000
#> [20,] -0.423163461
#> [21,] 0.152156086
#> [22,] 0.307035322
#> [23,] 0.029950054
#> [24,] -0.724933602
#> [25,] -0.598146181
#> [26,] -0.001544853
#> [27,] -0.480482837
#> [28,] -0.474110430
#> [29,] 0.307535158
#> [30,] 0.000000000
#> [31,] 2.414833426
#> [32,] 0.000000000
#> [33,] -0.168368376
#> [34,] 0.000000000
#> [35,] 0.984443102
#> [36,] 0.000000000
#> [37,] 1.710407276
#> [38,] 0.000000000
#> [39,] 0.000000000
#> [40,] 0.000000000
#> [41,] 0.000000000
#> [42,] -0.541633125
#> [43,] 0.935798182
#> [44,] -0.378432033
#> [45,] 0.000000000
#> [46,] -1.103237763
#> [47,] -1.169748744
#> [48,] -1.152830124
#> [49,] 0.000000000
#> [50,] 0.000000000
#> [51,] 0.000000000
#> [52,] 0.246008807
#> [53,] 0.000000000
#> [54,] 2.098379530
#> [55,] 2.349086103
#> [56,] 0.092295203
#> [57,] -0.441515662
#> [58,] 0.389405580
#> [59,] -0.075466489
#> [60,] 0.000000000
#> [61,] 0.000000000
#> [62,] 0.000000000
#> [63,] 2.444724767
#> [64,] -1.026843300
#> [65,] 0.882660538
#> [66,] 0.000000000
#> [67,] -0.577857724
#> [68,] 0.000000000
#> [69,] 0.000000000
#> [70,] 0.000000000
#> [71,] 0.000000000
#> [72,] 0.925611997
#> [73,] 0.000000000
#> [74,] 0.000000000
#> [75,] -0.266311981
#> [76,] -0.043210129
#> [77,] -0.882745632
#> [78,] 0.000000000
#> [79,] -0.533302436
#> [80,] -0.002490354
#>
#> $betamat[[5]]
#> [,1]
#> [1,] -1.466602977
#> [2,] -0.513177542
#> [3,] 0.000000000
#> [4,] -0.295985322
#> [5,] -1.110429402
#> [6,] -1.124651713
#> [7,] 0.000000000
#> [8,] 1.222999507
#> [9,] 0.000000000
#> [10,] -0.529740876
#> [11,] 2.678025252
#> [12,] 0.663569027
#> [13,] 0.000000000
#> [14,] -1.174589006
#> [15,] 0.000000000
#> [16,] 0.000000000
#> [17,] 0.000000000
#> [18,] 0.000000000
#> [19,] 0.536931739
#> [20,] -0.499336305
#> [21,] 0.124458509
#> [22,] 0.540980667
#> [23,] -0.452628467
#> [24,] -1.228452769
#> [25,] -0.484502633
#> [26,] -0.011598940
#> [27,] -1.022556721
#> [28,] -0.982470154
#> [29,] 0.004513607
#> [30,] 0.000000000
#> [31,] 2.598722905
#> [32,] 0.000000000
#> [33,] -0.210911389
#> [34,] 0.000000000
#> [35,] 1.351699510
#> [36,] 0.000000000
#> [37,] 1.764235797
#> [38,] 0.010802351
#> [39,] 0.000000000
#> [40,] 0.000000000
#> [41,] 0.000000000
#> [42,] -0.921932514
#> [43,] 1.219639160
#> [44,] -0.556416406
#> [45,] 0.288348839
#> [46,] -1.217242313
#> [47,] -1.403817984
#> [48,] -1.025863404
#> [49,] 0.000000000
#> [50,] 0.000000000
#> [51,] 0.000000000
#> [52,] 0.238474894
#> [53,] 0.000000000
#> [54,] 2.311064061
#> [55,] 2.632767410
#> [56,] 0.185904855
#> [57,] -0.458822150
#> [58,] 0.243747769
#> [59,] -0.271241266
#> [60,] 0.000000000
#> [61,] 0.000000000
#> [62,] 0.817726044
#> [63,] 2.652185775
#> [64,] -0.967709240
#> [65,] 0.840968532
#> [66,] 0.000000000
#> [67,] -0.124572892
#> [68,] 0.000000000
#> [69,] 1.125518004
#> [70,] 0.000000000
#> [71,] -0.528032026
#> [72,] 0.799186737
#> [73,] 0.000000000
#> [74,] -0.376685417
#> [75,] -0.235346997
#> [76,] -0.047008309
#> [77,] -1.141603590
#> [78,] 0.000000000
#> [79,] -0.683884658
#> [80,] 0.426335155
#>
#> $betamat[[6]]
#> [,1]
#> [1,] -1.94301148
#> [2,] -0.74719050
#> [3,] 0.00000000
#> [4,] -0.37413579
#> [5,] -1.47272148
#> [6,] -0.91665893
#> [7,] 0.00000000
#> [8,] 1.57128222
#> [9,] 0.00000000
#> [10,] -0.78274385
#> [11,] 3.45307327
#> [12,] 1.20496495
#> [13,] 0.00000000
#> [14,] -1.25696063
#> [15,] -0.17299600
#> [16,] 0.00000000
#> [17,] 0.00000000
#> [18,] 0.00000000
#> [19,] 0.61411750
#> [20,] -0.79188916
#> [21,] -0.09020188
#> [22,] 0.81744839
#> [23,] -0.76818128
#> [24,] -1.90481232
#> [25,] -0.22148246
#> [26,] 0.21380261
#> [27,] -1.56596699
#> [28,] -1.68434523
#> [29,] -0.34701756
#> [30,] 0.20763020
#> [31,] 3.07060543
#> [32,] 0.00000000
#> [33,] -0.42756026
#> [34,] -0.77685421
#> [35,] 1.94738175
#> [36,] -0.71360734
#> [37,] 1.81874326
#> [38,] -0.28533923
#> [39,] 0.26058765
#> [40,] 0.00000000
#> [41,] 0.00000000
#> [42,] -1.39917268
#> [43,] 1.43029656
#> [44,] -0.99272944
#> [45,] 0.42687434
#> [46,] -1.26423527
#> [47,] -1.59808177
#> [48,] -1.05335312
#> [49,] 0.00000000
#> [50,] 0.00000000
#> [51,] 0.00000000
#> [52,] 0.13257815
#> [53,] 0.00000000
#> [54,] 2.83268467
#> [55,] 3.23325049
#> [56,] 0.11201159
#> [57,] -0.35050439
#> [58,] 0.25761515
#> [59,] -0.57601898
#> [60,] -1.06607031
#> [61,] -0.80918337
#> [62,] 1.29790609
#> [63,] 2.76541383
#> [64,] -0.72051185
#> [65,] 1.03377222
#> [66,] -0.21408834
#> [67,] 0.44997105
#> [68,] -0.06829162
#> [69,] 1.30496749
#> [70,] 0.00000000
#> [71,] -1.14673749
#> [72,] 1.01376593
#> [73,] 0.00000000
#> [74,] 0.03984143
#> [75,] -0.41337909
#> [76,] 0.08570851
#> [77,] -1.12743271
#> [78,] 0.00000000
#> [79,] -0.65443803
#> [80,] 0.80947123
#>
#>
#> $new2As
#> $new2As[[1]]
#> [1] 8 20 25 31 37 52 54 55 57 63 65 67 80
#>
#> $new2As[[2]]
#> [1] 1 2 11 12 26 48 59 64 72 75
#>
#> $new2As[[3]]
#> [1] 5 6 21 24 27 28 29 33 42 43 46 56 76
#>
#> $new2As[[4]]
#> [1] 4 10 14 22 23 35 44 47 58 77 79
#>
#> $new2As[[5]]
#> [1] 19 38 45 62 69 71 74
#>
#> $new2As[[6]]
#> [1] 15 30 34 36 39 60 61 66 68
#>
#>
#> $mu
#> [,1]
#> [1,] -0.1434088
#>
#> $meanx
#> 1 2 3 4 5 6 7 8
#> 0.3788658 0.3814989 0.4183255 0.3918947 0.4088278 0.3842858 0.3826752 0.3873976
#> 9 10 11 12 13 14 15 16
#> 0.4104603 0.3535682 0.3534930 0.4109546 0.3829745 0.4092728 0.3981475 0.3831530
#> 17 18 19 20 21 22 23 24
#> 0.3971087 0.4128623 0.4051342 0.3967699 0.3923085 0.3900718 0.4110066 0.3854762
#> 25 26 27 28 29 30 31 32
#> 0.4012925 0.3878646 0.3764419 0.3692853 0.3851280 0.3770422 0.4125122 0.3540096
#> 33 34 35 36 37 38 39 40
#> 0.3971099 0.4030364 0.3367828 0.4261712 0.3904108 0.3963832 0.3917174 0.3984649
#> 41 42 43 44 45 46 47 48
#> 0.3854888 0.3760379 0.3990596 0.3797833 0.3936035 0.3923107 0.4049324 0.3636083
#> 49 50 51 52 53 54 55 56
#> 0.3938177 0.3908442 0.4070454 0.3846021 0.4092048 0.4125100 0.4170131 0.3930464
#> 57 58 59 60 61 62 63 64
#> 0.4039160 0.4083096 0.3788356 0.4147030 0.3966573 0.4300167 0.3584687 0.3988921
#> 65 66 67 68 69 70 71 72
#> 0.4171629 0.4125878 0.3989233 0.3990888 0.4245666 0.3964464 0.3779297 0.3901485
#> 73 74 75 76 77 78 79 80
#> 0.4003548 0.4166515 0.4097226 0.3873141 0.4123274 0.4115052 0.4145621 0.4038104
#>
#> $normx
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [77] 1 1 1 1
#>
#> $normy
#> [1] 1
#>
#> $eta
#> [1] 0.5
#>
#> $K
#> [1] 6
#>
#> $kappa
#> [1] 0.5
#>
#> $select
#> [1] "pls2"
#>
#> $fit
#> [1] "regression"
#>
#> $projection
#> [1] NA
#>
#> attr(,"class")
#> [1] "spls"
#>
#> $DKsplsDR_modplsr
#> $call
#> pls(X = xA, Y = y, ncomp = min(k, length(A)), mode = fit, scale.X = FALSE,
#> scale.Y = FALSE)
#>
#> $X
#> 1 2 4 5 6
#> 1 0.6211342406 -0.0464998330 -0.065300537 0.1250908215 -0.112019916
#> 2 -0.0438666995 0.6185011072 0.075559802 -0.0758698747 -0.114532485
#> 3 0.0660635473 0.1335974232 0.019578139 0.0901939729 -0.080926046
#> 4 -0.0522716219 0.0859555842 0.608105325 -0.0179648434 -0.067880096
#> 5 0.1550528224 -0.0485410072 -0.001031758 0.5911722397 0.029513397
#> 6 -0.1065998419 -0.1117455450 -0.075488937 0.0049714697 0.615714167
#> 7 0.0274497488 -0.0787904517 0.036531912 -0.0352956938 -0.041738245
#> 8 -0.0741165851 -0.0751702377 0.006070490 0.0606485619 -0.001287561
#> 9 0.1368386517 0.0970357709 -0.013975643 -0.0601837644 -0.035434234
#> 10 0.0276623020 0.1943313787 -0.014980348 -0.0299108485 -0.100952764
#> 11 -0.0210769576 -0.1845921778 -0.091553187 -0.0040672087 0.026588997
#> 12 -0.0427869277 -0.1194203330 -0.019183108 -0.0351228626 0.063497026
#> 13 -0.0757457609 0.0021000544 -0.091469737 -0.0439657088 -0.021342016
#> 14 -0.0805158706 -0.0089273594 -0.061236286 -0.0113634489 0.138282791
#> 15 0.1349770407 -0.0067361263 -0.006580982 -0.0526057810 -0.120112701
#> 16 0.0712249852 -0.0176854228 -0.069485076 0.2041422059 0.025018156
#> 17 -0.1012101718 -0.0222435928 -0.074276037 -0.1008970187 0.018453501
#> 18 0.1829552048 -0.0176202827 -0.013060290 0.0206784487 0.037544998
#> 19 -0.0421179545 -0.0096394179 0.052459877 -0.0125522077 -0.059379036
#> 20 0.0090547031 -0.0724987561 -0.065996032 -0.0776724279 0.021502674
#> 21 0.1040576228 0.0991041614 0.016946854 0.0364508953 -0.054496441
#> 22 0.0097386853 -0.0408439252 -0.143305438 0.0647131412 0.038899024
#> 23 -0.0698381455 0.0751337240 0.010858897 -0.0768098736 -0.058230073
#> 24 -0.0136013821 -0.0577959426 0.021897649 0.0410375473 -0.013193783
#> 25 -0.0227729029 -0.1238147787 -0.119984069 -0.0411255359 0.150706854
#> 26 -0.0392190208 -0.1002826010 0.025549398 -0.0966315843 0.079608885
#> 27 -0.1436895146 -0.0971571863 -0.078098879 -0.0514711648 0.048212482
#> 28 -0.0323361232 -0.1240268912 -0.077727153 -0.0170842166 -0.060645930
#> 29 -0.0654331996 0.0228440690 -0.080689843 -0.1323873676 0.062629241
#> 30 -0.0905493403 -0.0467124812 -0.026081463 -0.0362476120 0.025177359
#> 31 0.0410614333 0.0612646968 -0.076435990 0.0528202593 -0.045870257
#> 32 -0.0879695213 0.0684546662 0.061338834 -0.0850721405 -0.093015501
#> 33 -0.0046779095 0.1273468137 -0.025617353 -0.1448683564 0.003145256
#> 34 -0.0688639012 -0.0774696745 -0.018780868 -0.0955180865 -0.045678459
#> 35 -0.0082449637 -0.1421347361 -0.089276018 0.0379225158 0.025575449
#> 36 0.0065696966 -0.0273795240 -0.021263743 0.0087440522 -0.044587791
#> 37 -0.0285790017 -0.0957293550 -0.043738816 0.1160376166 0.005364570
#> 38 -0.0359943429 -0.0947176064 -0.066433057 -0.1089065055 0.102496900
#> 39 -0.0254771123 -0.0232884131 -0.121708282 -0.0809244391 0.147477751
#> 40 0.0383042670 -0.0056041018 -0.029766714 0.0657159663 0.002302365
#> 41 -0.0993788298 0.0587594106 0.137116841 -0.1051522808 0.020939764
#> 42 0.0701507987 -0.1242769231 -0.028266344 0.0700640432 -0.060856051
#> 43 -0.0207778839 -0.0279853917 0.017617590 -0.0127705404 -0.028455831
#> 44 -0.0001345697 0.0703864026 -0.063439459 -0.0963365287 0.082987497
#> 45 -0.0601954019 -0.0281809912 -0.049998238 -0.1516998873 0.031958541
#> 46 -0.0556335689 -0.1561905358 -0.034400789 0.2050737485 0.168264104
#> 47 0.0935864712 0.0631615134 0.018801875 0.0693411926 -0.024124928
#> 48 -0.0998400369 0.0336624262 0.127475565 -0.0486048780 0.050607992
#> 49 0.0652240481 -0.0634333021 -0.084225683 0.1825446716 0.097423149
#> 50 0.0369324407 -0.0002956861 0.065620956 -0.0336966589 -0.103949018
#> 51 0.0454005795 0.0656373816 0.187974023 -0.0343142424 -0.076600269
#> 52 -0.0487836339 0.1513677524 -0.067453457 0.0061694982 -0.049099690
#> 53 0.1175084864 0.0378847205 -0.062361527 -0.0808350625 -0.022322611
#> 54 -0.0899868374 0.1016300619 0.096459565 0.0328983124 0.048573414
#> 55 -0.0235564036 0.1473567933 0.072021308 0.0573607540 -0.043689405
#> 56 0.1643416522 -0.0371434624 0.106646405 -0.0599672501 -0.097594208
#> 57 0.1428707797 0.0172653442 -0.002772891 -0.0420089477 -0.083955104
#> 58 -0.0957706673 0.1053526067 0.004451145 -0.0734102149 0.103297470
#> 59 0.0116494032 -0.1388908664 -0.020212731 -0.0080736777 0.022813017
#> 60 -0.0637307106 -0.1095714643 -0.012350312 -0.0199179206 0.083813995
#> 61 -0.1207656405 -0.0670785418 0.026972652 -0.0510351708 -0.059039808
#> 62 -0.0039843481 0.0809221276 0.061880993 -0.0135070835 -0.065138882
#> 63 -0.0878782896 -0.1039281325 -0.006510779 0.0112186378 -0.075910082
#> 64 0.0590317779 0.1442932515 -0.005500157 0.1378343614 -0.018726779
#> 65 0.0347727383 0.1445441396 0.119501102 -0.0369431844 -0.052924891
#> 66 -0.0064670217 -0.0059425771 0.009711732 -0.0446546492 -0.057553061
#> 67 0.0096893243 -0.0464047764 0.048775724 -0.0526118846 -0.096037682
#> 68 0.0866832104 -0.0692060767 -0.058305321 0.0674256291 -0.095176740
#> 69 0.0907682066 0.0656774122 0.038644588 0.1704205484 -0.121189913
#> 70 -0.0473604326 -0.0730708477 0.009470924 -0.0880974765 0.081588871
#> 71 -0.0154016715 -0.0213242856 0.106136043 0.0372617519 -0.053260816
#> 72 -0.0605711070 -0.1310733480 -0.087735038 -0.0288476076 -0.003937212
#> 73 -0.0760247640 0.0218492444 -0.031840420 -0.0624342208 0.030742957
#> 74 -0.0318075601 0.1128475125 0.156984369 0.0016172149 -0.051464805
#> 75 0.0162567749 0.0738902516 -0.021988814 0.0649017093 -0.001184081
#> 76 -0.0000735316 -0.1406466127 -0.046116053 0.3135614168 0.015196166
#> 77 -0.1047341952 0.0376253346 0.091733951 -0.1027284632 0.020891069
#> 78 -0.0202566684 0.0384038694 -0.028263193 -0.0007425512 -0.053720298
#> 79 -0.1029146191 0.0028499050 0.018334750 -0.1008974351 -0.014185299
#> 80 0.0365715225 0.0606746702 -0.062962431 -0.0742268157 0.054610951
#> 8 10 11 12 14
#> 1 -0.082648440 0.052959882 0.0042957911 -0.0748758123 -1.109229e-01
#> 2 -0.081068959 0.222262092 -0.1565862957 -0.1488760843 -3.670130e-02
#> 3 0.120534870 0.061512513 -0.0661175837 -0.0305043032 -2.896815e-05
#> 4 0.010567550 0.023346147 -0.0531515233 -0.0382430773 -7.861444e-02
#> 5 0.082078708 0.025348733 0.0512675409 -0.0372497463 -1.180852e-02
#> 6 -0.004399342 -0.070235110 0.0573818196 0.0368282153 1.132958e-01
#> 7 -0.006605449 -0.041238922 0.1369698076 0.0517208494 -2.621623e-03
#> 8 0.612602385 -0.065411922 0.1286393026 -0.0655930375 -4.201565e-02
#> 9 -0.071596965 -0.030122649 -0.0235086370 -0.1223200789 -6.767097e-02
#> 10 -0.099241357 0.646431821 -0.1041211277 -0.1522627318 -1.291044e-01
#> 11 0.094734699 -0.104196296 0.6465069893 0.0571854226 -1.226472e-01
#> 12 -0.042036008 -0.094876267 0.1146470559 0.5890453560 8.561711e-02
#> 13 0.007069548 -0.009689357 0.0333751462 -0.0244237609 -1.064832e-01
#> 14 -0.020140428 -0.073399751 -0.0668673325 0.0839353021 5.907272e-01
#> 15 -0.002182804 -0.019326727 0.0231369294 -0.0467156596 -1.730943e-01
#> 16 0.022068212 -0.063392296 -0.0214718264 -0.1312659425 6.691020e-03
#> 17 -0.109077144 -0.100811086 -0.0188455950 0.1417662982 4.131535e-02
#> 18 -0.028242851 -0.035054047 -0.0334618616 0.0145020512 -1.755074e-02
#> 19 -0.023344505 -0.064962302 -0.0192033593 -0.0394440596 -4.151194e-02
#> 20 -0.015764659 -0.085254988 0.0535297917 0.0350182455 1.936976e-01
#> 21 -0.108109271 0.185451950 -0.0954159741 -0.1089368183 -7.627674e-03
#> 22 0.008066012 -0.078748786 0.0040264903 0.0569640140 6.754648e-02
#> 23 -0.015396318 0.069646865 -0.0875256771 -0.0393253096 -2.979217e-02
#> 24 0.056179009 -0.054976961 0.0005888761 -0.0448958795 1.412421e-01
#> 25 -0.013003638 -0.107532354 -0.0205871981 0.1893848473 1.516432e-01
#> 26 -0.069786294 -0.030713056 0.1094744203 0.1721321990 3.381740e-02
#> 27 -0.002360922 -0.077543722 0.0822590003 0.0308727078 -1.155234e-01
#> 28 0.080433851 -0.127566610 0.0037988231 -0.0467132383 -1.418371e-01
#> 29 -0.156861354 -0.051603619 -0.0552671847 0.0220741201 -5.464050e-03
#> 30 -0.131006911 0.016160822 -0.0215190543 0.0675327552 3.761421e-02
#> 31 -0.043189587 -0.012081236 -0.0504067433 0.0001366353 1.402049e-02
#> 32 -0.087620809 0.096644271 -0.1054733633 0.0005051880 -3.072509e-02
#> 33 -0.144166854 0.064935848 -0.1118442328 -0.0930634475 -4.438178e-02
#> 34 0.028696661 -0.121147075 -0.0226425604 0.0412676529 1.005900e-01
#> 35 0.014105089 -0.044301576 -0.0150097966 -0.0994009349 -1.193029e-01
#> 36 0.034965692 0.038859477 0.0069685886 0.0935820085 -3.799935e-03
#> 37 0.004033282 -0.060530703 0.0383748909 -0.0150165704 6.494883e-02
#> 38 -0.088506700 -0.077180145 0.0876818090 0.1589144821 2.007338e-02
#> 39 -0.161428395 -0.016165854 0.0090355665 0.0459315566 1.024336e-01
#> 40 0.005173703 -0.076995955 -0.0882875736 -0.0353398062 5.350664e-02
#> 41 -0.046796396 -0.061512897 -0.0659802328 -0.0231333238 -3.025122e-02
#> 42 0.186094904 -0.007380011 0.0774771435 -0.0949860778 -1.720652e-01
#> 43 -0.086651174 0.051603540 -0.0040385835 0.1284832696 1.655620e-02
#> 44 -0.124490976 0.032764614 -0.1039722080 -0.0655017874 -2.866757e-02
#> 45 -0.040068950 -0.108568909 0.0597143279 0.0133867385 2.436890e-02
#> 46 0.128640626 -0.045399401 0.0880481066 0.0935855373 3.252327e-02
#> 47 -0.023617035 0.075857528 0.0047414557 -0.0634651715 -4.324679e-02
#> 48 0.013994893 0.001127295 0.0073682891 -0.1112620228 -1.550994e-01
#> 49 -0.022740517 0.028754085 0.1335437050 -0.0170034885 -5.080823e-02
#> 50 -0.006867878 0.096449626 0.0468510550 -0.0237378364 -1.224352e-01
#> 51 -0.042398413 0.082382902 -0.0159905207 -0.0361485550 -1.408295e-01
#> 52 0.019549344 0.028053878 -0.1069679125 -0.2000447841 -9.123757e-02
#> 53 -0.060363256 -0.026941553 -0.0646809886 -0.0998473021 -1.101843e-01
#> 54 0.018508678 0.247049440 -0.0308705515 -0.0299556325 1.812320e-02
#> 55 0.001723077 0.089755516 -0.1232892417 -0.1460327479 2.937679e-02
#> 56 -0.093695904 0.064384347 -0.0584825289 -0.0189967068 -1.168231e-01
#> 57 -0.108398895 0.010520009 -0.0711608823 -0.0419966667 -1.653401e-03
#> 58 -0.078811858 0.124400423 -0.0147867114 0.0034420572 1.486779e-01
#> 59 0.021238673 0.008271479 0.1092915817 0.1292495596 3.435301e-02
#> 60 -0.027623504 -0.034009988 0.0363207112 0.2158077950 1.147627e-01
#> 61 0.090707666 -0.039819468 0.0643886988 0.0214062462 -4.578890e-03
#> 62 -0.029863081 0.098337984 -0.0247621881 0.0155209755 -6.537650e-02
#> 63 0.164998264 -0.142069324 0.0064245260 -0.0892584463 -1.076669e-01
#> 64 -0.010616496 -0.009054064 -0.1011857650 -0.1056337542 -2.993734e-02
#> 65 0.107024240 0.055406014 0.0067507911 -0.1416436820 -7.548637e-02
#> 66 0.061652171 0.067138715 0.0019599306 0.0403392582 5.249986e-02
#> 67 0.011913158 -0.080133802 -0.0449161684 0.1314381902 5.135498e-02
#> 68 0.037186935 -0.041965195 0.0434009347 -0.0653209216 -6.182540e-04
#> 69 0.096602304 0.084798270 0.0150280883 -0.0837634546 1.961475e-02
#> 70 0.084601863 -0.132188143 -0.0389413279 0.0050005364 6.230623e-02
#> 71 -0.048786413 0.017289545 0.0307565073 0.0801875071 -1.054058e-01
#> 72 0.071208448 -0.138876395 0.0222620926 -0.0041685483 4.719723e-02
#> 73 -0.007701081 0.072106377 0.0581810537 -0.0649637073 -2.325575e-02
#> 74 -0.010178338 0.090687501 -0.0646424185 0.0618987704 8.281422e-03
#> 75 0.184964181 -0.042850784 -0.0236706073 -0.1196924726 4.914076e-02
#> 76 0.094864966 -0.055164189 0.1487338489 0.0321470381 -5.667330e-02
#> 77 -0.009747915 -0.016413392 -0.0730267735 0.0372883880 9.537996e-02
#> 78 0.025452893 -0.051930590 -0.1253537863 0.0390673525 9.781793e-02
#> 79 -0.007226373 -0.040721892 -0.0346560189 0.0976990280 1.920278e-01
#> 80 -0.107806141 -0.060640139 -0.1245115705 0.0057752340 5.838743e-02
#> 15 19 20 21 22
#> 1 0.1156953086 -0.0683864096 -0.0088494314 0.090614854 -0.001467315
#> 2 -0.0233847249 -0.0332747395 -0.0877697571 0.088294526 -0.049416792
#> 3 0.0419973315 0.0463820932 -0.0301007980 0.050539042 0.035129668
#> 4 -0.0128337989 0.0392203376 -0.0708712510 0.016533001 -0.141482523
#> 5 -0.0419255121 -0.0088586619 -0.0656145615 0.052970127 0.083469142
#> 6 -0.1339743595 -0.0802274168 0.0090186139 -0.062519136 0.033113098
#> 7 -0.0533819954 -0.0323408873 0.1647492173 0.050795913 -0.041479168
#> 8 -0.0129326810 -0.0410811045 -0.0251369381 -0.113020185 0.005391867
#> 9 0.2029364704 0.1611073077 0.0667589255 -0.014062606 0.007047048
#> 10 -0.0639060396 -0.1165283375 -0.1284567021 0.146711601 -0.115252366
#> 11 -0.0215175513 -0.0708445631 0.0102529086 -0.134231492 -0.032552258
#> 12 -0.0339085070 -0.0336236300 0.0492029957 -0.090290702 0.077846899
#> 13 0.1464197329 0.0345561440 -0.1383979249 -0.124243718 0.059895786
#> 14 -0.1619689733 -0.0373733253 0.2062005300 0.009336630 0.086747550
#> 15 0.6018525086 0.0986893655 -0.0694904635 -0.046623774 0.010967977
#> 16 -0.0226876072 -0.1339761502 -0.0512647564 0.114303115 0.061781994
#> 17 -0.0190799599 0.0118914409 0.0004165621 -0.093362609 -0.001411488
#> 18 0.0708988325 -0.0645319680 -0.0026147118 0.098036256 -0.005597103
#> 19 0.1056760885 0.5948657856 0.0426510742 -0.157731613 -0.082631860
#> 20 -0.0708680611 0.0342867536 0.6032301062 -0.049768598 -0.029430001
#> 21 -0.0524627375 -0.1705572998 -0.0542299636 0.607691472 0.006427176
#> 22 0.0028922453 -0.0976943151 -0.0361281352 0.004190408 0.609928241
#> 23 0.0318749386 -0.0031466787 -0.0876969499 0.059375077 0.007868822
#> 24 -0.1160731352 -0.0725720533 0.1029354846 0.027420210 -0.087823540
#> 25 -0.0361539660 -0.0442677069 0.0654382334 -0.009080040 0.140471880
#> 26 -0.1147112040 -0.0486780010 0.1003206233 -0.066699732 -0.049216006
#> 27 0.0192651390 -0.0011917059 -0.1766724914 -0.141587689 0.057079244
#> 28 0.1095277548 -0.0401914992 -0.1285503608 -0.087555715 0.058228556
#> 29 -0.0005463624 0.0344534222 0.0062324164 -0.048877769 -0.055834491
#> 30 -0.1501333972 -0.1049595192 0.0085763571 0.054385460 -0.054368780
#> 31 0.0359481986 -0.0372544834 -0.0841481085 0.043276735 0.158864839
#> 32 -0.1214146185 -0.1383980642 -0.0788293852 0.059755414 -0.008666025
#> 33 0.0482848078 0.0311319157 -0.0152142124 0.051067506 -0.029694139
#> 34 -0.0418632508 0.1375149964 0.0585637434 -0.156595677 -0.080625650
#> 35 -0.0774298781 -0.1248247488 -0.1146332476 -0.102917776 -0.111441482
#> 36 0.0121209149 0.0880105064 -0.0633284821 -0.084267453 0.038978090
#> 37 -0.0709530711 0.0419101654 0.0695361720 -0.035005136 -0.020050558
#> 38 -0.0148959675 -0.0243035085 0.0026251316 -0.011851407 0.004298704
#> 39 -0.1289553247 -0.1238034659 0.0755325607 0.109820303 0.003671293
#> 40 0.0177233812 -0.0454172255 -0.0101880500 0.039183941 0.171233694
#> 41 0.0022098174 -0.0171811664 -0.0160167150 0.032152002 -0.009768573
#> 42 0.1350418830 -0.0427937351 -0.1282859990 -0.060106326 -0.039264849
#> 43 -0.0311168824 -0.0542716081 0.0379537978 0.125450987 0.104363806
#> 44 -0.0737495292 -0.1350200874 -0.0312867151 0.061377747 0.056433854
#> 45 0.0063485200 0.0649285468 0.2467039283 -0.103290813 -0.049277287
#> 46 -0.1587409749 -0.1337611032 -0.0629659007 0.008044079 0.037582362
#> 47 0.0004175386 -0.0364801706 0.0239351963 0.140171283 -0.057355174
#> 48 -0.0376377154 -0.0406183501 -0.0862313990 -0.090733068 -0.070989282
#> 49 -0.0618179591 -0.0942105788 -0.1235862495 0.012896612 0.042873088
#> 50 0.0296411744 -0.0103184492 -0.0949002367 -0.024799265 -0.118454127
#> 51 0.1682202330 0.1699655349 -0.0613838688 -0.044611510 -0.104291417
#> 52 0.0500009808 -0.0716555506 -0.1351457215 0.024346494 0.056694677
#> 53 0.2271974832 0.0856070276 -0.0550549167 -0.047546381 0.018751294
#> 54 -0.1021743028 -0.0647171616 -0.0483688961 0.108559819 -0.063637201
#> 55 -0.0605400463 -0.0204039299 -0.0736538231 0.181744912 -0.077276772
#> 56 0.0808443817 -0.0354695238 0.0455440889 0.155371875 -0.132908358
#> 57 0.0176516106 0.0643754016 0.0632471454 0.083614051 -0.093037443
#> 58 -0.1192016235 -0.0430967638 0.0688225053 0.036042712 -0.091764651
#> 59 -0.1172631904 -0.1157437361 0.1160964694 0.021174731 -0.034027923
#> 60 -0.0131026476 0.0934058443 -0.0024508033 -0.026003342 -0.043378490
#> 61 -0.0326874083 0.1793085464 0.0451951307 -0.108711049 -0.125018216
#> 62 0.1469593314 0.1056842878 -0.1175800076 -0.026215891 0.058649839
#> 63 0.0484090124 -0.0203863443 -0.0705829358 -0.126088626 -0.050479286
#> 64 -0.0206620346 -0.0775812546 -0.1136206565 0.018530945 0.143196254
#> 65 0.0708302043 0.0241648968 -0.0653415338 0.006163050 -0.088591648
#> 66 -0.0091518147 0.0838103009 0.0581573902 -0.055560781 0.007037179
#> 67 0.0167798124 -0.0001537168 0.0519555410 0.003940956 0.000135855
#> 68 0.0935003435 0.0054103189 0.1491865224 0.055750560 -0.021607687
#> 69 0.0229174443 0.1727190716 0.0692917354 -0.008406621 -0.021738855
#> 70 0.0095243770 0.0001893511 0.0744573429 -0.104061523 -0.009961277
#> 71 -0.0536511564 -0.0903993056 -0.1115787802 0.029870051 0.001540356
#> 72 -0.0012402917 0.1360982919 0.0657107021 -0.130062806 -0.049366293
#> 73 0.0206574703 0.0447603472 -0.0458586309 -0.079714782 0.022637862
#> 74 -0.0289595381 0.0576201400 0.0172575793 0.014907426 -0.041204656
#> 75 0.0311470208 0.0555244788 0.0183838249 -0.055010576 0.096332378
#> 76 -0.0981452946 -0.0847373783 -0.0743504995 -0.039641682 -0.047334490
#> 77 0.0052731856 0.1732630181 0.0205629452 -0.102570608 0.007196274
#> 78 -0.0344523828 0.0773759510 -0.0189458541 -0.042704010 0.048336407
#> 79 -0.0684520496 0.1427053131 0.2587880288 -0.119079120 -0.072658293
#> 80 -0.0259759509 -0.1036295197 -0.0081147052 0.130799728 0.091630735
#> 23 24 25 26 27
#> 1 -0.101978988 -0.020211814 -0.045199598 -0.048217898 -0.141265633
#> 2 0.045626015 -0.061773241 -0.143608340 -0.106648345 -0.092100171
#> 3 0.086345468 0.059523830 0.007569601 -0.028809495 -0.046228329
#> 4 -0.008253029 0.028316133 -0.129381849 0.029579436 -0.062646082
#> 5 -0.078988715 0.064389116 -0.033590230 -0.075668460 -0.019085282
#> 6 -0.084950841 -0.014384141 0.133700233 0.076030082 0.056056437
#> 7 -0.071916074 0.043416978 0.103456178 0.097989478 -0.109964802
#> 8 -0.039005305 0.058100433 -0.026898478 -0.070253316 0.008594814
#> 9 -0.033474121 -0.048153428 -0.021697592 -0.048550412 -0.040353351
#> 10 0.012208443 -0.086884973 -0.155256629 -0.065009513 -0.100417421
#> 11 -0.145039268 -0.031394304 -0.068386642 0.075102795 0.059310133
#> 12 -0.039377267 -0.019417427 0.199047037 0.195222207 0.065385474
#> 13 0.043299540 -0.158397531 -0.087123504 -0.120058966 0.319388399
#> 14 -0.031525943 0.165038747 0.159623529 0.055225595 -0.082692460
#> 15 0.019015829 -0.103401835 -0.039298929 -0.104428349 0.040970753
#> 16 -0.063163111 0.115916548 -0.081442450 -0.118674902 -0.061662455
#> 17 0.036392102 -0.076706794 0.086173207 0.092237954 0.118714100
#> 18 -0.015788186 0.003113836 0.085196844 -0.004317521 -0.071520091
#> 19 -0.009019066 -0.052914030 -0.040425947 -0.031408423 0.027500631
#> 20 -0.101933658 0.114229187 0.060915673 0.109225881 -0.156344476
#> 21 0.040677004 0.034252547 -0.018063966 -0.062255840 -0.125721039
#> 22 -0.013066020 -0.083227972 0.129251186 -0.047008883 0.070709126
#> 23 0.588993399 -0.076317293 -0.018579022 -0.020452452 0.098455276
#> 24 -0.101847703 0.614523809 -0.059611329 0.020938605 -0.108789713
#> 25 -0.028293169 -0.043795066 0.598707546 0.063611072 -0.055724970
#> 26 -0.043594417 0.023327050 0.050183254 0.612135364 -0.003904226
#> 27 0.063890553 -0.117824026 -0.080575547 -0.015326985 0.623558122
#> 28 0.022122924 0.008871016 -0.045270343 -0.014388879 0.180036493
#> 29 -0.008974480 -0.048836614 0.002855038 0.165662215 0.035582077
#> 30 -0.043292441 -0.000743101 0.004664750 0.131716209 -0.035088576
#> 31 0.054757876 0.044918715 0.017615593 -0.045861478 0.065985711
#> 32 0.014416277 -0.055912473 -0.051370745 -0.001751398 -0.127952315
#> 33 0.041595074 -0.134199412 -0.018469639 -0.034868944 -0.057178430
#> 34 -0.030048041 0.056400552 -0.017130537 0.037995702 -0.011328292
#> 35 -0.080511530 -0.005773139 -0.168710189 -0.105983698 -0.001817361
#> 36 0.131807517 -0.022387730 0.048510885 0.091451397 0.062831164
#> 37 -0.120263260 0.247449849 -0.019354382 -0.050565674 -0.015003727
#> 38 -0.054176523 0.061466752 0.037626241 0.091400536 0.088165768
#> 39 -0.026583772 0.004607174 0.118830349 0.095976241 -0.053218582
#> 40 -0.023292129 0.032924399 0.067490095 -0.109812771 -0.077638654
#> 41 0.006381510 -0.057332740 -0.023222540 -0.022823654 -0.011243899
#> 42 0.063946410 -0.068882018 -0.071185497 -0.110368176 0.048507676
#> 43 -0.017301711 -0.054196482 0.035762557 0.116470841 -0.038142337
#> 44 0.016841885 -0.028905265 -0.007863516 0.063029745 -0.024549821
#> 45 -0.053969755 -0.060545997 0.036480166 0.130639846 -0.033990919
#> 46 -0.042886510 0.026429723 0.091619464 -0.006236496 0.019277418
#> 47 -0.001591853 0.065715729 -0.023121565 -0.017375882 -0.072403770
#> 48 -0.102014632 -0.076273592 -0.124704610 -0.044670205 0.016317465
#> 49 0.030109297 -0.055622752 -0.065622277 -0.075228904 0.167447127
#> 50 0.064482691 -0.124055844 -0.095826659 -0.034591987 -0.013173931
#> 51 -0.047277594 -0.139413013 -0.096115049 -0.046485778 0.002423912
#> 52 0.108343419 -0.038196773 -0.112412270 -0.163069683 0.047191331
#> 53 0.035094820 -0.082238655 -0.028726958 -0.090654403 0.073595116
#> 54 0.060582422 0.003166074 -0.079144067 0.088727283 0.014460505
#> 55 0.120365764 0.047572603 -0.101545315 -0.101216455 -0.036273387
#> 56 0.026399062 -0.027434099 -0.065796450 -0.016518390 -0.108726512
#> 57 -0.034737227 0.025277466 -0.015344617 -0.036644713 -0.145749956
#> 58 -0.028642098 -0.003743366 -0.011153067 0.043513527 -0.061030958
#> 59 -0.132856827 0.085279105 0.061400881 0.148447518 -0.067160569
#> 60 0.067727054 -0.032831281 0.188695501 0.035890020 0.028673396
#> 61 0.077257690 0.059992489 -0.035156019 0.038308822 0.053255944
#> 62 0.202733986 -0.105593088 -0.058719618 -0.061304935 0.237290507
#> 63 -0.045151375 0.039330541 -0.104238007 -0.163074434 -0.014437881
#> 64 0.008717810 -0.033021761 -0.088602832 -0.093086436 0.054248600
#> 65 0.079958224 -0.022603096 -0.122484514 -0.037658906 0.010133349
#> 66 0.096277267 0.026196580 0.020938183 0.152946779 -0.053265079
#> 67 0.049678800 0.025720134 0.057602526 0.012080535 -0.053685584
#> 68 -0.072062835 0.096011344 0.053448217 -0.093914539 -0.128354167
#> 69 0.017692401 0.036902978 -0.048289087 -0.046547799 -0.061289544
#> 70 -0.089149335 -0.001275830 0.170568870 -0.015038124 -0.074452580
#> 71 -0.069434414 -0.096959503 -0.023234515 -0.024899292 -0.005342770
#> 72 -0.100813147 0.058925064 0.019462050 0.003161612 -0.010450616
#> 73 0.105957411 -0.095282121 -0.106908385 0.014876267 0.205302932
#> 74 -0.065523447 -0.005786220 -0.022093405 0.036410307 -0.046950179
#> 75 -0.065375565 -0.004387232 -0.055426403 -0.167603158 -0.008809844
#> 76 -0.117243407 0.082060612 -0.044330281 -0.052843969 0.034266279
#> 77 0.097162778 -0.077143202 0.058933663 0.020311481 0.010908432
#> 78 -0.028843179 0.070271817 0.058077396 -0.082898386 -0.053230323
#> 79 -0.002014258 0.057877047 0.007598993 0.048922805 -0.075886505
#> 80 -0.021612501 -0.033135703 0.228707706 -0.060160851 -0.088296897
#> 28 29 30 31 33
#> 1 -0.0227556747 -0.071695460 -0.088725798 0.007415040 -0.022922066
#> 2 -0.1118133092 0.019214942 -0.042255806 0.030251437 0.111735791
#> 3 0.1182397027 0.008402902 -0.081024198 0.137630776 -0.015565290
#> 4 -0.0551177894 -0.073923188 -0.011229006 -0.097053468 -0.030832594
#> 5 0.0224582330 -0.108687627 -0.004462069 0.049135867 -0.133150512
#> 6 -0.0456454077 0.061787055 0.032420975 -0.074096576 -0.009678827
#> 7 -0.0434236388 -0.064270813 0.081591867 -0.058015182 -0.124297667
#> 8 0.0985461548 -0.154591759 -0.120651513 -0.068304125 -0.153879155
#> 9 0.0394800523 0.110165832 -0.098061608 -0.015850970 0.134083366
#> 10 -0.1432837411 -0.083163459 -0.007313216 -0.071025209 0.021394111
#> 11 -0.0119934770 -0.086902194 -0.045068261 -0.109425885 -0.155461138
#> 12 -0.0050439050 0.047900745 0.101445182 -0.001420873 -0.079218719
#> 13 0.0179291885 -0.044848056 -0.118955731 -0.028610578 0.067282429
#> 14 -0.1018495476 0.018680762 0.069844827 0.010781174 -0.032218867
#> 15 0.1383899355 0.012473109 -0.129028123 0.021583538 0.049322383
#> 16 0.0122666525 -0.032471598 -0.054071009 -0.017460833 -0.049568014
#> 17 -0.0341469935 0.208806488 0.083258477 -0.045318276 0.048916836
#> 18 0.0004753325 0.072034767 0.041356752 -0.047662281 -0.026720944
#> 19 -0.0043425955 0.054459617 -0.076867522 -0.044632421 0.039156214
#> 20 -0.1010657777 0.017874291 0.028304034 -0.099890367 -0.015554235
#> 21 -0.0645324977 -0.041697261 0.069651770 0.023073111 0.046266118
#> 22 0.0790150049 -0.050890751 -0.041339238 0.136424447 -0.036732296
#> 23 0.0638442149 0.016904102 -0.009328057 0.053252326 0.055491759
#> 24 0.0250618959 -0.048488442 0.007690873 0.017882754 -0.145833137
#> 25 -0.0132631999 0.019019473 0.028914987 0.006395895 -0.014287101
#> 26 0.0041904465 0.168398832 0.142538628 -0.070508993 -0.044114224
#> 27 0.1871930603 0.026895935 -0.035688915 0.029915437 -0.077846468
#> 28 0.6307146892 0.026583645 -0.068226508 0.074283117 -0.134348321
#> 29 0.0424263537 0.614871981 0.056824450 0.002643447 0.144120016
#> 30 -0.0604696020 0.048738648 0.622957783 -0.058919100 -0.109933590
#> 31 0.1175099581 0.030027579 -0.023449165 0.587487848 -0.016097633
#> 32 -0.1198542581 -0.106505556 0.120952411 -0.045792126 -0.019643868
#> 33 -0.1065237161 0.156101913 -0.089865891 -0.031499869 0.602890084
#> 34 -0.0394820895 0.001805488 -0.033641104 -0.051079630 -0.002256334
#> 35 0.0042197507 -0.127824276 -0.146290745 -0.052868023 -0.073113829
#> 36 0.0673098994 0.004821295 0.015526234 0.084595595 -0.001880822
#> 37 -0.0101048131 -0.004188147 0.005671096 0.043607019 -0.119423818
#> 38 0.0503657790 0.186316898 0.066574228 0.024504453 0.014508860
#> 39 -0.1029353342 0.198496195 0.227837150 -0.016437201 0.048932386
#> 40 0.0330537043 -0.023983405 -0.077178925 0.080855176 0.077727224
#> 41 0.0353067837 0.056213428 0.009854040 -0.013820323 0.021177587
#> 42 0.1488254718 -0.143966099 -0.051492670 -0.048162992 -0.118595688
#> 43 -0.0629808147 0.019465088 0.146358600 0.001310424 0.074476915
#> 44 0.0202820511 0.134125158 -0.043455531 0.110418419 0.143711718
#> 45 -0.0584239763 0.187998132 0.014536583 -0.112647916 0.029801377
#> 46 -0.0111318019 -0.132349423 0.035950363 -0.066756623 -0.135285410
#> 47 -0.0011086009 -0.028635045 0.019848265 -0.036766835 -0.048567133
#> 48 -0.0473332474 -0.073087153 0.026762120 -0.073476076 -0.086001536
#> 49 -0.0361190971 -0.051485806 -0.039889408 0.025157783 -0.057038554
#> 50 -0.0986818903 -0.113000508 -0.007391310 -0.114210305 -0.018362859
#> 51 -0.0593316043 -0.024964540 -0.036565890 -0.105852347 0.135075033
#> 52 0.0545633600 -0.057826679 -0.129758788 0.113504432 0.058796726
#> 53 0.1279548882 0.129617973 -0.086160419 0.063899571 0.138462809
#> 54 -0.0785285482 0.047994279 0.117546751 -0.011154980 0.005499124
#> 55 -0.0302790872 -0.001301287 -0.025631402 0.078760506 0.031649628
#> 56 -0.0435970035 -0.028569885 -0.040684506 -0.076961024 0.095421243
#> 57 -0.0900879119 0.024561208 0.010644564 -0.061639105 0.174429409
#> 58 -0.1756963249 0.078256931 0.106298889 -0.054413181 0.113855328
#> 59 -0.0282341478 -0.068330028 0.121472670 -0.054762868 -0.151430044
#> 60 -0.0349868330 -0.010743454 0.081013896 -0.013411299 -0.025651663
#> 61 0.0608159221 -0.031963882 0.014744756 -0.090209436 -0.113535337
#> 62 0.0080771664 -0.058688464 -0.049069385 0.077999147 0.068293998
#> 63 0.1166821188 -0.112202810 -0.177876499 0.067260417 -0.125913392
#> 64 0.0599336097 -0.064342863 -0.083959230 0.114219433 -0.024706972
#> 65 0.0161331185 -0.001863378 -0.058605244 -0.016200555 0.003934453
#> 66 0.0234213304 -0.018888753 -0.074226202 0.011886474 0.013759941
#> 67 0.0634836418 -0.052020495 0.068831551 -0.096640977 -0.100858266
#> 68 -0.0373412312 -0.093796665 -0.021424526 -0.036659373 -0.076678498
#> 69 -0.0235557612 -0.075272401 -0.033440558 0.019613575 -0.064867054
#> 70 -0.0344983084 -0.051732275 -0.007396523 -0.002882480 -0.013061046
#> 71 -0.0649133394 -0.098272600 0.074317095 0.063650272 -0.030970281
#> 72 0.1185816338 0.085570006 -0.032809958 -0.054229708 -0.067494254
#> 73 -0.0455569066 -0.024683217 -0.077484280 0.011509262 0.069342950
#> 74 -0.0726837477 -0.068478375 0.061065476 -0.059222408 0.018503512
#> 75 -0.0025767042 -0.121019453 -0.111383462 0.042576249 -0.007121938
#> 76 0.0001567679 -0.139077039 0.025182703 -0.011257210 -0.166719683
#> 77 -0.0789115940 -0.056873222 -0.046225427 0.003651361 0.121535347
#> 78 -0.0154105367 -0.019703683 -0.073210128 0.050239313 0.068167211
#> 79 -0.0970147740 0.008013767 -0.017195988 -0.074617804 0.069021906
#> 80 -0.0802767123 0.044673007 -0.009730301 0.114452718 0.160695283
#> 34 35 36 37 38
#> 1 -0.093034518 0.0338380248 -0.040735723 -0.0401240073 -0.053511760
#> 2 -0.099007158 -0.0974186142 -0.072051811 -0.1046412272 -0.109601890
#> 3 -0.064857028 -0.0299837914 0.031231426 0.0465540276 -0.046314137
#> 4 -0.029922570 -0.0341641142 -0.055540247 -0.0422549059 -0.070921560
#> 5 -0.089726702 0.1099675052 -0.008599367 0.1344546119 -0.096461922
#> 6 -0.064429002 0.0730785116 -0.086473137 -0.0007603619 0.090399556
#> 7 -0.088347692 -0.1050008771 -0.076788636 -0.0035325651 -0.051371985
#> 8 0.013057900 0.0647199329 -0.003807873 0.0010201320 -0.097492263
#> 9 -0.043414094 -0.0770934292 -0.074315431 -0.0049642402 -0.016526511
#> 10 -0.170615272 -0.0275161681 -0.033743523 -0.0973732890 -0.119995143
#> 11 -0.072185926 0.0017004432 -0.065709580 0.0014571367 0.044791643
#> 12 0.049185921 -0.0252290617 0.078365473 0.0055273087 0.173485949
#> 13 -0.019420582 0.0641596457 -0.030962997 -0.0998518007 -0.021132313
#> 14 0.106826480 -0.0468128643 -0.020698283 0.0838108969 0.032963030
#> 15 -0.046752135 -0.0160651575 -0.015902773 -0.0632163446 -0.013131653
#> 16 -0.081180044 0.0841113720 -0.114693930 0.0392226538 -0.058749258
#> 17 0.108021280 -0.0600238986 0.024718613 -0.0369371646 0.103231664
#> 18 -0.005231150 -0.0326382163 -0.036188222 0.0072547015 0.108480903
#> 19 0.139612835 -0.0564733052 0.066973541 0.0566336149 -0.015552471
#> 20 0.052297261 -0.0546461247 -0.092729768 0.0758953009 0.003011849
#> 21 -0.167323525 -0.0473920185 -0.118130104 -0.0331073731 -0.015926056
#> 22 -0.093590267 -0.0581524935 0.002878670 -0.0203895633 -0.002012713
#> 23 -0.022077815 -0.0062876990 0.116642938 -0.0996674231 -0.039553098
#> 24 0.038840368 0.0429202816 -0.063082718 0.2425152756 0.050559766
#> 25 -0.018874459 -0.1042005058 0.023632160 -0.0084726925 0.042535518
#> 26 0.022823963 -0.0549018326 0.053144854 -0.0531118030 0.082881996
#> 27 -0.037922790 0.0378417463 0.013101863 -0.0289726143 0.068224469
#> 28 -0.073233155 0.0367222906 0.010424031 -0.0312302673 0.023267913
#> 29 -0.016102869 -0.0794790278 -0.036221865 -0.0094708924 0.175061741
#> 30 -0.059635263 -0.1060312984 -0.033602728 -0.0076974522 0.047233268
#> 31 -0.041603854 0.0228613580 0.070936568 0.0657084067 0.040633428
#> 32 -0.122413604 -0.0717441149 -0.009979259 -0.1434231293 -0.103127557
#> 33 -0.008182794 -0.0127866835 -0.030942086 -0.1127246674 0.015235599
#> 34 0.596963624 0.0445935917 0.178329400 -0.0486050406 0.011173744
#> 35 -0.021660013 0.6632172291 -0.070975445 -0.0937030083 -0.067568716
#> 36 0.201464203 0.0184129635 0.573828821 -0.0691434045 -0.043307378
#> 37 -0.061230652 -0.0400750143 -0.104903819 0.6095892351 0.122472602
#> 38 0.004520544 -0.0079683104 -0.073095381 0.1284450144 0.603616823
#> 39 -0.067003773 -0.0967396428 -0.083882483 0.0030768068 0.106916818
#> 40 -0.096950933 -0.0006993391 -0.083490270 0.0982410814 -0.005265758
#> 41 -0.112600941 -0.1025681933 -0.108821709 -0.0216530861 0.063320518
#> 42 -0.075509633 0.0871150904 -0.037373992 -0.0703856098 -0.079475207
#> 43 -0.070699709 -0.0362758726 -0.017942116 -0.0259198822 0.085570715
#> 44 -0.151136957 0.0069437269 -0.076375849 -0.0163594193 0.035172157
#> 45 0.077911029 -0.1279794194 -0.077820232 -0.0148653416 0.062477392
#> 46 -0.088685913 0.0648038932 -0.009666418 0.0916619388 0.004781839
#> 47 -0.062953982 -0.0111528120 -0.037024155 -0.0014271319 -0.026468156
#> 48 -0.100512835 -0.0842205897 -0.127182281 -0.0246020840 -0.036555608
#> 49 -0.107912264 0.1329859500 -0.063630489 0.0384764553 0.021237676
#> 50 0.077073956 -0.0018403959 0.164444746 -0.1595428519 -0.130029120
#> 51 0.022294286 -0.0015771311 0.038561152 -0.0875821803 -0.067743052
#> 52 -0.105902666 0.0337341975 -0.083128924 -0.0299580956 -0.115453452
#> 53 -0.011975585 0.0088649577 -0.044144770 -0.0172827242 0.068209874
#> 54 -0.029518534 0.0143914862 -0.007887842 0.0433575877 -0.023263879
#> 55 -0.002052811 0.0059471951 -0.038132979 0.0621074996 -0.055191723
#> 56 -0.058604561 0.0734425241 -0.068497043 -0.0735079783 -0.005694101
#> 57 0.129284651 0.0192118042 0.031202981 -0.0608494249 0.011784557
#> 58 0.089046070 -0.0233162203 -0.045241383 -0.0128879713 -0.021890853
#> 59 -0.089571807 -0.0495386895 -0.055302995 0.0962884608 0.071507012
#> 60 0.078842140 0.0024748159 0.095033508 -0.0332992821 0.061034123
#> 61 0.116581541 0.0042975915 0.045656694 0.0572431036 0.007407611
#> 62 0.042655869 0.0139079230 0.143106521 -0.0685304259 -0.051901134
#> 63 -0.054797462 0.1144499073 -0.075968911 0.0270013826 -0.117614388
#> 64 -0.042521810 0.0453401995 0.025768478 -0.0643963511 -0.114297896
#> 65 0.073324109 -0.0016526950 0.012786592 -0.0627804565 -0.060600480
#> 66 0.106740882 -0.0381497098 0.299579973 -0.0705573894 -0.071833603
#> 67 0.015378464 -0.0802039867 0.015199923 -0.0339989566 0.030200436
#> 68 0.010915943 -0.0182449455 -0.043531590 0.0448857611 -0.103725568
#> 69 0.073347071 -0.0140978486 0.105626642 0.0688627697 -0.146189024
#> 70 0.099325813 -0.0429175095 -0.047361469 0.0222715286 -0.005844177
#> 71 -0.140521904 -0.0462162192 -0.013752538 0.0053464877 -0.010499476
#> 72 0.206919554 -0.0149432705 0.068753237 0.0643849109 0.058806981
#> 73 0.060917362 0.0507701996 0.039006616 -0.0741168660 -0.033716975
#> 74 0.040723813 -0.0636275754 0.045624232 0.0101245037 -0.029302307
#> 75 0.009080038 0.0202881500 -0.070525181 0.0430756397 -0.074377805
#> 76 -0.038328330 0.1619069719 -0.021372230 0.1185605998 -0.047941350
#> 77 0.158841784 -0.0150963180 0.121610929 -0.1086221708 -0.066904535
#> 78 0.163181869 0.0079986612 0.177297678 0.0318566307 0.005474017
#> 79 0.262867081 0.0396197882 0.079708923 0.0056644174 -0.009768443
#> 80 -0.029130360 -0.0834969247 -0.045244629 -0.0440749652 0.020643266
#> 39 42 43 44 45
#> 1 -0.038328721 0.072978676 -0.0409717102 -0.0010520626 -0.0749331884
#> 2 -0.033506888 -0.118815912 -0.0455460846 0.0721020431 -0.0402856443
#> 3 -0.081085481 0.045065379 -0.0341201060 0.0360105536 -0.0440634851
#> 4 -0.121530975 -0.012409551 0.0104526791 -0.0513280369 -0.0517071093
#> 5 -0.063814047 0.102853922 -0.0030023658 -0.0672920207 -0.1364756728
#> 6 0.140046217 -0.052608099 -0.0432295835 0.0874900782 0.0226408284
#> 7 0.070066958 -0.021867674 -0.0054901369 -0.0504025267 0.0401451462
#> 8 -0.165748148 0.197454637 -0.0983131450 -0.1168766139 -0.0462748813
#> 9 0.040515442 -0.023939855 -0.1170044730 0.1006156906 0.1963021170
#> 10 -0.054315042 -0.029849713 0.0061121334 0.0065495405 -0.1486042755
#> 11 -0.029188791 0.054932272 -0.0496051585 -0.1302624495 0.0196037928
#> 12 0.065168833 -0.060069316 0.1403783279 -0.0343303956 0.0307378366
#> 13 -0.112265132 0.072826419 -0.0171919011 -0.0738650882 -0.0420743861
#> 14 0.119989100 -0.138830219 0.0267694450 0.0008220116 0.0400381818
#> 15 -0.122525201 0.157151493 -0.0320289767 -0.0553852900 0.0108924656
#> 16 0.023843716 0.020000876 -0.0414708723 -0.0211675800 -0.0967617310
#> 17 0.114939382 -0.098630146 0.0498186932 -0.0175182613 0.1744889638
#> 18 0.097100442 0.044689636 -0.0176683339 0.0023294953 0.1042465367
#> 19 -0.110386619 -0.013697402 -0.0481969794 -0.1096691253 0.0764592154
#> 20 0.080585087 -0.107553987 0.0356641059 -0.0143000735 0.2498702762
#> 21 0.110411463 -0.043835680 0.1186999292 0.0739030233 -0.1045858310
#> 22 0.002025685 -0.025230971 0.0953759794 0.0667223615 -0.0528090729
#> 23 -0.007294538 0.098915129 -0.0053546955 0.0480652341 -0.0365666990
#> 24 -0.001634002 -0.059443708 -0.0677798770 -0.0232123262 -0.0686733516
#> 25 0.128405435 -0.045930925 0.0379954254 0.0136456861 0.0441690744
#> 26 0.092123509 -0.098541421 0.1052758917 0.0711111292 0.1249009366
#> 27 -0.068494072 0.048911672 -0.0607600452 -0.0278911950 -0.0511525869
#> 28 -0.125367391 0.142072901 -0.0927550897 0.0097841097 -0.0827422114
#> 29 0.191906847 -0.134875961 0.0055335218 0.1394699256 0.1795226058
#> 30 0.213161999 -0.050488335 0.1243412314 -0.0461965657 -0.0020247457
#> 31 0.004357584 -0.011688722 0.0147629901 0.1431473188 -0.0937393100
#> 32 -0.026531005 -0.051497582 0.2169273886 -0.0292802152 -0.1715189470
#> 33 0.054324934 -0.097523654 0.0725272452 0.1610383817 0.0333077467
#> 34 -0.055684765 -0.048511138 -0.0667229182 -0.1278838327 0.0873438594
#> 35 -0.151674240 0.047859979 -0.0985526874 -0.0360567545 -0.1848001944
#> 36 -0.049428671 0.012759305 0.0091694779 -0.0299879219 -0.0452525980
#> 37 0.001770204 -0.056012727 -0.0345687030 -0.0057319067 -0.0180581225
#> 38 0.111582627 -0.059129912 0.0828943066 0.0517720811 0.0652570230
#> 39 0.608282632 -0.113309995 -0.0034954912 0.1361754546 0.1534401041
#> 40 -0.004321479 0.008049484 0.0029488615 0.1572366930 -0.0944317366
#> 41 -0.009859363 -0.065428269 0.0694090119 0.1311003546 0.0465690865
#> 42 -0.128989481 0.623962118 -0.0906818185 -0.1191980735 -0.1198445748
#> 43 0.003846727 -0.067660115 0.6009404143 -0.0009423091 -0.0564149581
#> 44 0.124241339 -0.115452703 -0.0202186425 0.6202167477 0.0145716125
#> 45 0.155326282 -0.102278911 -0.0618709979 0.0283919061 0.6063964542
#> 46 0.007137300 0.056759187 -0.0039261818 -0.0365990565 -0.1088531919
#> 47 0.080116710 -0.036460620 -0.0484420004 0.0382619989 0.0815420969
#> 48 -0.063004093 0.010344533 -0.0834312730 -0.0216152138 0.0433954550
#> 49 0.089298360 0.095731323 -0.0847822403 0.0043656656 -0.0827636145
#> 50 -0.056425116 0.081724366 -0.0960742629 -0.1194842482 -0.0261060069
#> 51 -0.124493461 0.015380848 0.0526717978 -0.0910901147 -0.0156922530
#> 52 -0.075934827 0.058835083 -0.1322372630 0.0873826346 -0.0917768090
#> 53 0.023829809 0.071651146 -0.1206200264 0.1520650117 0.0777166676
#> 54 0.023059139 -0.024474346 0.1305513630 0.0377339376 -0.0260144193
#> 55 0.012475443 -0.005609397 -0.0906643729 0.0652014329 -0.0175744538
#> 56 -0.040592315 0.045407607 0.0669012875 -0.0344717757 -0.0542201481
#> 57 0.012850780 -0.011780816 0.0885725680 -0.0825605747 -0.0392810577
#> 58 0.213953031 -0.104909043 0.0037582211 0.0130908778 0.0892511381
#> 59 0.027321016 -0.046860219 0.1139307083 -0.0009670925 -0.0020117170
#> 60 0.009638915 0.045105406 0.0619835781 -0.1191311279 -0.0572051809
#> 61 -0.114934670 0.035860738 -0.0671828422 -0.1319985472 -0.0080022098
#> 62 -0.080181228 0.103486708 0.0057436498 -0.0374918823 -0.0691542814
#> 63 -0.155988409 0.061309401 -0.1685663775 -0.0706489327 -0.1099696120
#> 64 -0.082021231 -0.044400962 -0.0804905937 0.0823921628 -0.0677517140
#> 65 -0.056442037 0.097464287 -0.1411638965 -0.0387844459 0.0705918221
#> 66 -0.074230611 -0.023067932 -0.0064735739 -0.0278913718 0.0005911691
#> 67 -0.077446854 0.003047141 0.0664004829 -0.1242929888 -0.0008291335
#> 68 0.021840891 0.015135583 -0.0330451762 -0.1213159175 0.0354859486
#> 69 -0.094759198 0.025610760 -0.0157576909 -0.1111283512 -0.0251839458
#> 70 -0.037420542 0.040563820 -0.0707396101 -0.0213035968 0.0520827868
#> 71 -0.046871586 -0.041832463 0.1200810606 0.0283366692 -0.1286261046
#> 72 -0.017450714 -0.046583131 -0.0967648770 -0.0654609686 0.1406353799
#> 73 -0.075114616 0.025809976 -0.0377174059 -0.0536894191 0.0101475301
#> 74 -0.087793634 -0.091205830 0.0949878828 -0.0433914058 0.0021143878
#> 75 -0.111357578 0.057940495 -0.0953500569 -0.0641797203 -0.0349636708
#> 76 -0.039509864 0.069055614 -0.0505544544 -0.1070013689 -0.1166351488
#> 77 -0.102266198 -0.041992711 0.0404787203 -0.0519884880 -0.0371903936
#> 78 -0.071236351 -0.103687240 -0.0001711898 -0.0231479560 -0.0671246287
#> 79 -0.049378304 -0.115394705 0.0444757911 -0.0676686995 0.0740021152
#> 80 0.221283647 -0.103335906 0.0042219885 0.1906036780 0.0522646478
#> 46 47 48 52 54
#> 1 -0.069078495 0.067519802 -0.0845825547 -0.0545199651 -0.123631100
#> 2 -0.167002328 0.039727977 0.0515530418 0.1482645546 0.070618932
#> 3 -0.016190160 0.104629391 -0.0329704009 0.1184296290 0.007335591
#> 4 -0.034816800 0.005764120 0.1557619627 -0.0601608732 0.075844217
#> 5 0.221590823 0.073236524 -0.0033853948 0.0303951679 0.029216050
#> 6 0.160239252 -0.044771524 0.0712855484 -0.0494159472 0.020349225
#> 7 -0.018643311 0.003108305 -0.0297828127 -0.1558506230 -0.073065210
#> 8 0.123727555 -0.041151850 0.0377842307 0.0223448680 -0.006603730
#> 9 -0.155501082 0.080432880 0.0513795683 0.1215272851 -0.122205065
#> 10 -0.084141907 0.024493279 -0.0089128032 -0.0029800329 0.188107597
#> 11 0.049230432 -0.046697963 -0.0027469774 -0.1380769923 -0.089887563
#> 12 0.112229496 -0.057442956 -0.0639156560 -0.1736922307 -0.031511011
#> 13 -0.063229400 -0.057862898 0.0064007582 0.1190766166 -0.072140653
#> 14 0.049485420 -0.038906388 -0.1094347950 -0.0665668253 0.014886013
#> 15 -0.152904169 -0.006367399 -0.0030985011 0.0635463816 -0.116536834
#> 16 0.064719590 -0.015577003 -0.0506031109 0.1290012973 -0.032129754
#> 17 -0.049092903 -0.041710475 -0.0366478518 -0.0420234276 -0.028533466
#> 18 0.035748779 0.082214852 0.0276784854 -0.0466768608 -0.006910470
#> 19 -0.120937574 -0.036278385 0.0009075872 -0.0511234267 -0.072092970
#> 20 -0.058506692 0.015772661 -0.0530697824 -0.1229779183 -0.064109025
#> 21 0.008041922 0.127547383 -0.0620328167 0.0320529312 0.088358325
#> 22 0.035343436 -0.072215843 -0.0445257996 0.0621643462 -0.086075464
#> 23 -0.024190594 0.004482319 -0.0546163075 0.1347479294 0.059079001
#> 24 0.019595228 0.046259491 -0.0544056780 -0.0373226721 -0.023867757
#> 25 0.100601232 -0.026761540 -0.0870204327 -0.0957219062 -0.090361635
#> 26 -0.010682545 -0.034443675 -0.0204138463 -0.1598071371 0.064081897
#> 27 0.003408610 -0.100894321 0.0291510655 0.0390311184 -0.021607639
#> 28 -0.034157176 -0.036755719 -0.0416562137 0.0392465802 -0.121753260
#> 29 -0.139532089 -0.048439454 -0.0515674111 -0.0573007498 0.020612276
#> 30 0.020681895 -0.008041947 0.0401960599 -0.1373186613 0.082078946
#> 31 -0.046555156 -0.029187112 -0.0245722011 0.1414144938 -0.011152851
#> 32 -0.036223872 -0.079079662 -0.0511545950 -0.0815989589 0.032462062
#> 33 -0.130486179 -0.056389646 -0.0524998972 0.0713045510 -0.009900983
#> 34 -0.077960222 -0.064850035 -0.0610847364 -0.0874683802 -0.038992181
#> 35 0.009275979 -0.079302470 -0.1110460960 -0.0140851222 -0.061335765
#> 36 0.024194076 -0.015785404 -0.0646193784 -0.0415598351 0.005773315
#> 37 0.089762018 -0.015948796 0.0022004037 -0.0241494212 0.021258330
#> 38 0.008854331 -0.035017408 -0.0037807088 -0.1036723655 -0.039390725
#> 39 0.006543982 0.066901649 -0.0348950023 -0.0688195500 0.002266484
#> 40 0.038738545 -0.081825098 -0.0736531197 0.0993266602 -0.091492051
#> 41 -0.056085749 -0.010407447 0.0893173371 -0.0787196940 0.048293554
#> 42 0.040486384 -0.065355168 0.0227741381 0.0502708746 -0.060946486
#> 43 0.002822719 -0.054314844 -0.0479799645 -0.1177797679 0.117100926
#> 44 -0.049126490 0.013112822 -0.0054402388 0.0825637962 0.005007167
#> 45 -0.107560331 0.070213214 0.0733907237 -0.0827753538 -0.044920896
#> 46 0.607689315 -0.013795250 -0.0025754292 -0.0745119320 0.030370756
#> 47 -0.001173506 0.595067571 0.0465948918 0.0398021636 0.009488513
#> 48 -0.031277837 0.005270740 0.6363917228 0.0318952140 0.024982247
#> 49 0.197480755 -0.026816495 -0.0008354727 0.0671186540 -0.012084040
#> 50 -0.022632805 0.033769739 -0.0096292890 -0.0733969318 -0.008445313
#> 51 -0.085188188 -0.037755150 0.0836739852 -0.0836135417 0.020497020
#> 52 -0.082220527 0.019471825 0.0528890274 0.6153979094 -0.026034160
#> 53 -0.123821456 0.001521950 0.0548572947 0.1304208619 -0.105913262
#> 54 0.050570093 0.017066107 0.0738839919 0.0018737717 0.587489978
#> 55 0.031901705 0.069159636 0.0315140858 0.1603175064 0.189516964
#> 56 -0.042144744 0.009470736 -0.0616719084 -0.0862051618 -0.026164504
#> 57 -0.091544054 -0.008906951 -0.1035861017 -0.0712184009 -0.045631464
#> 58 -0.023589344 -0.010031344 0.0274884947 -0.0356626613 0.257422436
#> 59 0.142483672 -0.003671743 -0.0262083922 -0.2113190258 0.041266109
#> 60 0.080583092 -0.073399507 -0.0990220847 -0.1333928108 -0.008794458
#> 61 -0.030386968 -0.011537673 -0.0514483417 -0.0736793972 0.032537834
#> 62 -0.065839690 -0.015619485 0.0207863720 0.1379699001 0.052297835
#> 63 -0.043378954 -0.085400168 -0.0292500749 0.0882865750 -0.122533877
#> 64 -0.021558306 0.103639393 0.0870571930 0.2419818225 -0.032563084
#> 65 -0.086313158 0.040782927 0.1404158886 0.1300582462 0.084622312
#> 66 -0.025402428 0.003845842 -0.0835131139 -0.0331885918 0.015110852
#> 67 0.004837283 0.031846058 -0.0566810087 -0.0964649752 -0.093825555
#> 68 -0.035830076 0.116757784 -0.0516595362 -0.0028951745 -0.101723426
#> 69 -0.034454772 0.081774391 -0.0155001175 0.0117838938 0.073350887
#> 70 -0.001974388 -0.115862092 0.0653271113 -0.0214087481 -0.056971246
#> 71 0.095513706 -0.076446600 0.0376274199 -0.1043027299 0.006697553
#> 72 -0.012566238 0.018087978 -0.0866632752 -0.1165892833 -0.076937110
#> 73 -0.077329954 -0.082481698 0.0608294534 0.1407222721 0.056529286
#> 74 0.020322334 0.028759646 0.1021835013 -0.0443684403 0.085322656
#> 75 -0.002848247 -0.041341462 0.0909474140 0.1788868585 -0.068123463
#> 76 0.331261431 0.012650749 -0.0122726242 -0.0307856538 -0.021095488
#> 77 -0.085594967 -0.089787810 0.0043330310 -0.0003823352 -0.023357083
#> 78 0.015979392 -0.024266021 -0.0853239050 0.0019989254 -0.088530858
#> 79 -0.049104480 -0.023699043 -0.0638643127 -0.0751927241 0.006581950
#> 80 -0.025164171 0.028241182 -0.0107617169 0.0375195620 -0.066932163
#> 55 56 57 58 59
#> 1 -0.061703738 0.150161007 0.1178205632 -0.1252145275 0.0116795276
#> 2 0.111842592 -0.048690974 -0.0051517389 0.0785418799 -0.1362276085
#> 3 0.103998579 -0.004568303 -0.0371267644 -0.0989506909 -0.0474844904
#> 4 0.046902889 0.105494676 -0.0147941924 -0.0119637999 -0.0071536915
#> 5 0.049175420 -0.044185894 -0.0370971633 -0.0728920743 0.0219184477
#> 6 -0.076416666 -0.106354779 -0.1035852463 0.0792736838 0.0282632152
#> 7 -0.095107045 0.046429041 -0.0245162635 0.0103540483 0.2187643436
#> 8 -0.027892403 -0.099344693 -0.1249172562 -0.0997238629 0.0298006526
#> 9 0.019677366 0.006941044 0.0157935777 -0.0583430550 -0.1188861852
#> 10 0.026310601 0.024906122 -0.0398277880 0.0696589826 -0.0169959768
#> 11 -0.186809325 -0.098035922 -0.1215838475 -0.0696033204 0.0839489575
#> 12 -0.152091198 -0.001088467 -0.0349579986 0.0060870816 0.1613685687
#> 13 -0.093136148 -0.085515043 -0.0803731733 -0.0551104756 -0.1376595532
#> 14 0.021636529 -0.100596634 0.0037034552 0.1496411613 0.0647902117
#> 15 -0.079405649 0.085945469 0.0118831261 -0.1293637517 -0.0979513339
#> 16 0.070187841 -0.031447920 0.0142435978 -0.0610545301 -0.0976078002
#> 17 -0.096850168 -0.049293082 0.0315645724 0.0407399526 -0.0800853679
#> 18 0.040711330 0.122852238 0.1380456730 -0.0376879240 0.0219945973
#> 19 -0.032282809 -0.023381713 0.0655936401 -0.0462721689 -0.0894451566
#> 20 -0.093897023 0.049267579 0.0561010633 0.0572827795 0.1340307283
#> 21 0.157040346 0.154633999 0.0720066036 0.0200416201 0.0346476244
#> 22 -0.104218107 -0.135883003 -0.1068816591 -0.1100025111 -0.0227917985
#> 23 0.114359271 0.044359259 -0.0276466017 -0.0259451159 -0.1006858602
#> 24 0.016035700 -0.035004312 0.0068376810 -0.0265767949 0.0919196608
#> 25 -0.117265955 -0.057550400 -0.0179681389 -0.0181702327 0.0838577003
#> 26 -0.130364913 -0.021700158 -0.0526960529 0.0230685441 0.1574765194
#> 27 -0.076844603 -0.125331038 -0.1732240545 -0.0928986998 -0.0695543258
#> 28 -0.078006870 -0.067358097 -0.1247185771 -0.2147206337 -0.0377844719
#> 29 -0.033186362 -0.036488269 0.0057732517 0.0550753306 -0.0620376434
#> 30 -0.065602279 -0.056688693 -0.0162291947 0.0750314862 0.1196792527
#> 31 0.074259564 -0.057495276 -0.0530429288 -0.0502106487 -0.0210863503
#> 32 -0.116278609 0.001237774 0.0507117736 0.0034475358 -0.0091918636
#> 33 0.011746449 0.099484755 0.1676233493 0.1026556245 -0.1331557633
#> 34 -0.016029529 -0.048614589 0.1284050515 0.0837728269 -0.0653710656
#> 35 -0.074283128 0.017178891 -0.0479214008 -0.0948430691 -0.0915915536
#> 36 -0.028974893 -0.035372268 0.0534581850 -0.0273798229 -0.0079674499
#> 37 0.035505170 -0.076143618 -0.0743546359 -0.0307868259 0.1078635908
#> 38 -0.075821640 -0.002357328 0.0042517576 -0.0338172962 0.0890545544
#> 39 -0.012820284 -0.041921351 0.0006521722 0.1973607796 0.0402027493
#> 40 0.027967634 -0.052163292 -0.0488288344 -0.0846690073 -0.0576096575
#> 41 0.020810740 -0.004973364 -0.0714502407 -0.0351992826 0.0982962283
#> 42 -0.046584609 0.028399085 -0.0396589097 -0.1371807808 -0.0496579723
#> 43 -0.108617881 0.072914469 0.0837161778 -0.0054918127 0.1341546591
#> 44 0.027971591 -0.047734928 -0.1066932983 -0.0154354895 -0.0000194752
#> 45 -0.040984002 -0.053663006 -0.0495934877 0.0745450644 0.0127561940
#> 46 0.007199297 -0.042880463 -0.1031493447 -0.0395882779 0.1559587228
#> 47 0.057078971 0.021356761 -0.0078904979 -0.0134085348 0.0224250511
#> 48 -0.021890731 -0.091110035 -0.1438938005 -0.0172128477 -0.0414357499
#> 49 0.046377017 -0.042159858 -0.1004134749 -0.0010669989 -0.0465887822
#> 50 0.035768560 0.064751064 0.0378667698 0.0670958031 -0.0506221465
#> 51 -0.035421388 0.178081215 0.1429477409 -0.0008983776 -0.0335745172
#> 52 0.127906503 -0.094649475 -0.0905322863 -0.0593701903 -0.2055525702
#> 53 0.050591320 0.004494018 -0.0251653459 -0.0655279557 -0.0925534964
#> 54 0.185013892 -0.006700885 -0.0370374179 0.2616228387 0.0749404963
#> 55 0.582986906 0.020792224 -0.0103022861 0.1290122777 -0.0581364238
#> 56 -0.003174465 0.606953596 0.2393660516 -0.0485689728 0.0304946838
#> 57 -0.023399404 0.250235623 0.5960840241 0.0505632229 -0.0593688076
#> 58 0.120308803 -0.033305757 0.0549568666 0.5916903804 0.0076751584
#> 59 -0.096313883 0.016283915 -0.0844491486 -0.0217988263 0.6211643651
#> 60 -0.041896306 0.033504572 0.0888397340 0.0869668748 0.0639225346
#> 61 -0.033630727 -0.024574106 -0.0189898525 -0.0134995036 0.0069175133
#> 62 0.022227436 0.034954481 0.0038826856 0.0067751656 -0.1057232365
#> 63 0.005516828 -0.070290061 -0.1529761946 -0.1253158515 -0.1122576079
#> 64 0.069447400 -0.068981874 -0.0634008042 -0.0954030534 -0.1264811453
#> 65 0.210453030 0.027365943 -0.0018825951 0.0413916558 -0.1093408377
#> 66 -0.019558312 0.002918320 0.0092763537 -0.0256391241 -0.0075693634
#> 67 -0.089294756 0.076354152 0.0842410406 -0.1278792576 0.0171728828
#> 68 -0.024472621 0.036096640 0.0465369176 -0.0320120117 -0.0129126514
#> 69 0.080694888 0.013188740 0.0662798468 0.0278399532 0.0030261479
#> 70 -0.046311373 -0.021964890 0.0236941725 0.0228949093 0.0049415818
#> 71 -0.058522633 -0.016119946 -0.1079087559 -0.0510380573 0.1280637869
#> 72 0.019716327 -0.107412532 -0.0405905469 -0.0398254820 0.0511015216
#> 73 -0.009903312 -0.028830954 -0.0561736809 0.0618059005 -0.1217441396
#> 74 0.024085590 0.027062648 0.0352606593 0.0391937082 0.0273106595
#> 75 0.069069315 -0.069842491 -0.0307075456 -0.0307855884 -0.0742402380
#> 76 -0.004305490 -0.055229553 -0.0827749832 -0.0503039858 0.0466183406
#> 77 -0.056114106 -0.021197165 0.0255203061 0.0670948167 -0.0896531920
#> 78 0.025659394 -0.023971785 0.1132820273 -0.0525431964 -0.0634730047
#> 79 -0.063943580 0.036976454 0.1394092572 0.1454820268 -0.0123211931
#> 80 0.033387833 0.006592474 0.0574482830 0.0551863834 -0.0266499113
#> 60 61 62 63 64
#> 1 -0.0995679168 -0.138557224 -0.055135288 -0.067481251 0.0390053985
#> 2 -0.1427755370 -0.082236992 0.032404322 -0.080897961 0.1269000056
#> 3 -0.0284618017 0.036764186 -0.003228901 0.116631309 0.0955962019
#> 4 -0.0351586026 0.022209984 0.023758969 0.026915174 -0.0124976207
#> 5 -0.0257931258 -0.038864753 -0.034696022 0.061577677 0.1477699830
#> 6 0.0533968625 -0.071411317 -0.110869747 -0.050092970 -0.0333330844
#> 7 0.0672287313 0.077205602 -0.115835952 -0.003722564 -0.1513205033
#> 8 -0.0549288554 0.081447938 -0.072482165 0.193927157 -0.0221110201
#> 9 -0.1186450151 -0.048991122 0.021835527 0.030876672 0.0600491528
#> 10 -0.0951447745 -0.082908632 0.021889464 -0.146969866 -0.0543780234
#> 11 -0.0248892436 0.021224367 -0.101285876 0.001448816 -0.1465848931
#> 12 0.2120594735 0.035703548 -0.003541079 -0.036772524 -0.0935712489
#> 13 -0.0063619371 -0.039184461 0.216654092 -0.017199632 0.0699086912
#> 14 0.1093325756 0.008036600 -0.086120370 -0.056862746 -0.0195566490
#> 15 -0.0296581217 -0.031197259 0.115090124 0.088087783 -0.0214066819
#> 16 -0.1401685457 -0.145513443 -0.109199955 0.031763905 0.1221577722
#> 17 -0.0006629642 0.021059806 0.019266559 -0.122043337 0.0137905662
#> 18 -0.0357543053 -0.086816743 -0.070849810 -0.101347107 0.0448745573
#> 19 0.0838370933 0.187785418 0.080801803 0.026279149 -0.0713391789
#> 20 -0.0203838750 0.045307682 -0.150826813 -0.032281763 -0.1157429014
#> 21 -0.0483977791 -0.113059864 -0.063924061 -0.092248819 0.0119473349
#> 22 -0.0680096957 -0.131603799 0.018704900 -0.018876248 0.1343758747
#> 23 0.0640306904 0.091606949 0.183723889 0.007386505 0.0208322724
#> 24 -0.0620580552 0.048811338 -0.150133595 0.066338011 -0.0464377081
#> 25 0.1752849894 -0.030520907 -0.087443863 -0.061414274 -0.0862025167
#> 26 0.0090516912 0.029516116 -0.103456997 -0.133678519 -0.1041139388
#> 27 -0.0095876913 0.033040479 0.183715687 0.003535276 0.0317983393
#> 28 -0.0804044877 0.033443890 -0.052654222 0.127498708 0.0303267818
#> 29 -0.0403183999 -0.043493205 -0.103577143 -0.085543512 -0.0781069818
#> 30 0.0433531478 -0.004870369 -0.102043867 -0.159303003 -0.1058091518
#> 31 -0.0156021127 -0.074354627 0.060494600 0.121303848 0.1278394468
#> 32 -0.0029125748 -0.106034843 -0.025071846 -0.127499222 -0.1006998691
#> 33 -0.0432447130 -0.113082763 0.035387215 -0.087272197 -0.0264891945
#> 34 0.0671755507 0.122960574 0.015675547 -0.010229808 -0.0383775728
#> 35 -0.0754453787 -0.055576980 -0.079326005 0.092763957 -0.0167691683
#> 36 0.1065017221 0.075170531 0.139261002 -0.008266453 0.0530475185
#> 37 -0.0575914827 0.050996526 -0.108136360 0.058943426 -0.0728777248
#> 38 0.0427143347 0.007133445 -0.085534656 -0.079699932 -0.1168068582
#> 39 -0.0133466827 -0.119874645 -0.118480559 -0.122739762 -0.0891960022
#> 40 -0.0768688528 -0.105941985 -0.063630866 0.135494317 0.0002259785
#> 41 -0.0574871809 -0.031691892 -0.041400282 -0.027205918 -0.0339706789
#> 42 0.0064403220 0.015241277 0.049507891 0.078878561 -0.0672552186
#> 43 0.0463401983 -0.064780599 -0.025213463 -0.127975513 -0.0803231467
#> 44 -0.1540508411 -0.148872637 -0.087725329 -0.049334402 0.0632832764
#> 45 -0.0783046006 -0.011056006 -0.105567434 -0.074834787 -0.0730403068
#> 46 0.0581908120 -0.034733625 -0.103545703 -0.009536990 -0.0281397591
#> 47 -0.0831700433 -0.003262586 -0.040703755 -0.038936460 0.1096796834
#> 48 -0.1501167730 -0.084497407 -0.045622050 -0.024110519 0.0517733314
#> 49 -0.0259590645 -0.091137275 0.045461479 0.017744383 0.0546867975
#> 50 0.0675455277 0.047280851 0.147745712 -0.053079877 -0.0241743919
#> 51 0.0208266288 0.012739295 0.121182248 -0.065975911 -0.0008198314
#> 52 -0.1634936857 -0.085734649 0.092555292 0.114419944 0.2276917744
#> 53 -0.0912088434 -0.056872870 0.063178114 0.070954257 0.0272102521
#> 54 -0.0109874011 0.048390514 0.034791159 -0.068492575 -0.0189452006
#> 55 -0.0395861775 -0.013274975 0.009223831 0.064061201 0.0875683555
#> 56 0.0118480102 -0.028185045 -0.002015814 -0.035712378 -0.0748276085
#> 57 0.0780527445 -0.011731219 -0.022218037 -0.107528940 -0.0583769669
#> 58 0.0805735289 -0.001847227 -0.014931914 -0.075474953 -0.0859855725
#> 59 0.0280552040 -0.010904194 -0.156904300 -0.091890694 -0.1465376491
#> 60 0.5852970345 0.157489146 0.047878868 -0.016063534 -0.1506284103
#> 61 0.1394435231 0.603342657 0.037290612 0.036060974 -0.1172258392
#> 62 0.0631926011 0.070649969 0.569983301 0.008799548 0.1240406332
#> 63 -0.0722977779 -0.002127647 -0.062748430 0.641531279 -0.0394303145
#> 64 -0.1664392371 -0.114991043 0.092916073 0.000993103 0.6011078613
#> 65 -0.0961655207 0.056500356 0.090559029 0.037824336 0.1157626051
#> 66 0.0649298923 0.092296824 0.076100915 0.007459938 -0.0179727282
#> 67 0.1029264830 0.092746400 -0.014221232 -0.057143639 -0.0227764045
#> 68 -0.0237101835 -0.003122770 -0.076387767 0.115296350 -0.0479276494
#> 69 -0.0090608961 0.154121709 0.063855600 0.050544763 0.0732870420
#> 70 0.0369458391 -0.001595880 -0.060479913 0.014620295 -0.0690797472
#> 71 -0.0076276925 -0.080947910 -0.025574899 -0.005357064 -0.0624857755
#> 72 0.0208792347 0.075212284 -0.130747523 0.059270857 -0.1030554857
#> 73 -0.0049427056 0.042543488 0.246894351 -0.026754365 0.0798092040
#> 74 0.0226218004 0.038286354 0.045252900 -0.078382860 0.0483208934
#> 75 -0.0517417295 -0.041802879 0.042220927 0.165437471 0.1144390980
#> 76 0.0001705745 -0.017074744 -0.085777923 0.077759569 -0.0022988196
#> 77 0.1797496029 0.088411796 0.179385747 -0.001217848 -0.0192297949
#> 78 0.0277753465 -0.031388396 -0.011503462 0.036733972 0.0637041575
#> 79 0.1039823587 0.182700959 -0.003665496 -0.005189333 -0.0632419277
#> 80 -0.0412612476 -0.171649451 -0.050207004 -0.046520461 0.0586668790
#> 65 66 67 68 69
#> 1 -0.003524359 -0.0401890685 -0.0103682404 0.066460213 0.0450674026
#> 2 0.108880176 -0.0370314906 -0.0638292076 -0.086795941 0.0226097417
#> 3 0.064388604 0.1901424989 0.0949867384 0.020815020 0.1070725627
#> 4 0.094232920 -0.0109813991 0.0417470749 -0.065499404 0.0059726996
#> 5 -0.045278281 -0.0484146952 -0.0427074484 0.077164632 0.1546817454
#> 6 -0.085801914 -0.0858550338 -0.1106751732 -0.109979664 -0.1614706431
#> 7 -0.057483099 -0.0395337295 0.0029491194 0.112090112 0.0611508420
#> 8 0.077258998 0.0364619795 0.0003874486 0.025495793 0.0594333549
#> 9 0.147842958 0.0037736866 -0.0248590004 0.115848480 0.0236622769
#> 10 -0.008188663 0.0081190879 -0.1254889469 -0.087485773 0.0137998861
#> 11 -0.056919055 -0.0571348650 -0.0903464818 -0.002194812 -0.0560454643
#> 12 -0.147851894 0.0387060960 0.1434695101 -0.053455035 -0.0973753739
#> 13 -0.039858438 -0.0732148533 -0.0377723682 -0.074696266 -0.0576989657
#> 14 -0.083376393 0.0491848819 0.0617044909 0.009565821 0.0043210172
#> 15 0.051814839 -0.0235921295 0.0160039798 0.092559078 -0.0035016276
#> 16 0.002608920 -0.1274506776 -0.0581009191 0.108563093 -0.0306109841
#> 17 -0.040613934 -0.0769704906 0.0531083665 -0.022433497 -0.0653278045
#> 18 0.099257175 -0.0879559666 0.1204720934 0.033810425 -0.0548734030
#> 19 0.012136255 0.0763567091 0.0060571736 0.011455776 0.1532867227
#> 20 -0.085734496 0.0423394778 0.0498021108 0.146867659 0.0414950659
#> 21 -0.018691279 -0.0758400594 -0.0026738398 0.048970331 -0.0406646566
#> 22 -0.115682745 -0.0154788678 -0.0087157096 -0.030624685 -0.0562336588
#> 23 0.073801969 0.0946960625 0.0617620775 -0.060144991 0.0041324393
#> 24 -0.054289761 -0.0009150351 0.0122730009 0.082398778 -0.0021873944
#> 25 -0.138354916 0.0096428305 0.0599716559 0.055651914 -0.0715631959
#> 26 -0.066957126 0.1282236088 0.0010218476 -0.105138660 -0.0832497258
#> 27 -0.030587630 -0.0894110077 -0.0761670302 -0.151001047 -0.1094142295
#> 28 -0.031744427 -0.0198811651 0.0338456285 -0.067144678 -0.0788370137
#> 29 -0.033898214 -0.0463485395 -0.0658157998 -0.107757403 -0.1147109445
#> 30 -0.098725884 -0.1097717915 0.0469504440 -0.043471066 -0.0809649042
#> 31 -0.020851259 0.0118108199 -0.0830521491 -0.023235978 0.0075591636
#> 32 -0.144396139 -0.0291124118 0.0144332413 -0.096569408 -0.0696094501
#> 33 -0.016118487 -0.0017179489 -0.1026716744 -0.078657339 -0.0923237013
#> 34 0.059197629 0.0971894518 0.0194915164 0.014863562 0.0518168842
#> 35 -0.082032781 -0.1139547451 -0.1423445399 -0.080550932 -0.1018816411
#> 36 0.021794915 0.3131633465 0.0424477782 -0.016449168 0.1072312583
#> 37 -0.089532548 -0.0927344307 -0.0425115158 0.036207769 0.0347069713
#> 38 -0.081380159 -0.0880382325 0.0276602891 -0.106431149 -0.1743724108
#> 39 -0.081887525 -0.0951010497 -0.0846528104 0.014469502 -0.1276083941
#> 40 -0.087555190 -0.0621548043 -0.0544636014 0.020074856 -0.0677016457
#> 41 -0.019252894 -0.0989359166 -0.0209235683 -0.112711886 -0.0894831015
#> 42 0.056339312 -0.0596178567 -0.0198383013 -0.007915293 -0.0229179218
#> 43 -0.159267167 -0.0200017944 0.0665367445 -0.033074348 -0.0412646685
#> 44 -0.076164050 -0.0606959258 -0.1434330606 -0.140621422 -0.1559116623
#> 45 0.047032512 -0.0183930912 -0.0061489117 0.030000737 -0.0561469632
#> 46 -0.111165329 -0.0456795487 -0.0017753559 -0.042608148 -0.0667106501
#> 47 0.028552500 -0.0038095350 0.0378551633 0.122601456 0.0621402567
#> 48 0.086861309 -0.1324926429 -0.0919960556 -0.087140016 -0.0764584036
#> 49 0.007200341 -0.1133246754 -0.1067429913 -0.030358521 -0.0490480550
#> 50 0.160028587 0.0615803914 -0.0260676557 0.001110390 0.0692204542
#> 51 0.104736445 -0.0119794949 0.0276709428 -0.023062676 0.1009576500
#> 52 0.097497480 -0.0611743074 -0.1107862087 -0.017381841 -0.0281805789
#> 53 0.093546874 -0.0793915684 -0.0722059849 -0.014153279 -0.0648131304
#> 54 0.079969478 0.0150330682 -0.0802388570 -0.088302160 0.0612943466
#> 55 0.210303267 -0.0151330238 -0.0712049865 -0.006548285 0.0731414186
#> 56 0.003249491 -0.0166230822 0.0704772318 0.030054287 -0.0183314189
#> 57 -0.015129476 0.0006045235 0.0892336924 0.051364136 0.0456292594
#> 58 0.032538419 -0.0299173107 -0.1184929620 -0.022791149 0.0115830095
#> 59 -0.147668059 -0.0413215347 -0.0029148063 -0.033165774 -0.0427047805
#> 60 -0.098625412 0.0670450515 0.1187061245 -0.008095975 -0.0189244939
#> 61 0.035994842 0.0763663606 0.0904804189 -0.005554185 0.1262124879
#> 62 0.103412871 0.0935298075 0.0168721423 -0.045459826 0.0693057351
#> 63 -0.020869799 -0.0466591466 -0.0975982414 0.074676314 -0.0155530790
#> 64 0.097491887 -0.0316683957 -0.0228075899 -0.048124268 0.0476126174
#> 65 0.582837144 0.0338351955 -0.0348616111 0.003317430 0.1357204684
#> 66 0.029260145 0.5874121938 0.0598202432 0.011656812 0.0956767147
#> 67 -0.053101143 0.0461557611 0.6010766759 0.047628493 0.0007535657
#> 68 -0.014756669 -0.0018422373 0.0477939258 0.600911243 0.1663659719
#> 69 0.143124175 0.1076554718 0.0263968049 0.191843778 0.5754334367
#> 70 0.025526802 -0.0583809475 -0.0125346197 -0.016159236 -0.0638174545
#> 71 -0.115204602 -0.1029866102 -0.0694229061 -0.095058464 -0.0749539165
#> 72 -0.026811465 0.0451376015 -0.0262275698 0.054888769 0.0038976577
#> 73 0.128253252 0.1059556393 -0.0835919599 -0.076386705 0.0164065852
#> 74 -0.016201247 0.0943654613 0.1561234652 -0.014205083 0.0251747446
#> 75 0.069126562 -0.0325587044 0.0148146026 0.041528401 0.0728542629
#> 76 -0.094798055 -0.0902551766 -0.0496850868 0.093939095 -0.0026857239
#> 77 -0.007831728 0.1479403412 0.0129906266 -0.060370078 0.0453575498
#> 78 -0.078373026 0.0962781493 0.1053081738 0.012524539 0.0040314811
#> 79 -0.056662311 0.1347118633 0.0945403845 0.020404853 0.1065216811
#> 80 -0.076900026 -0.0917904030 -0.0505272022 0.017181966 -0.1271581542
#> 71 72 74 75 76
#> 1 -0.0144656297 -0.0718538685 -0.0695933192 -0.0146000971 -0.008521888
#> 2 -0.0177551104 -0.1397229761 0.0776948867 0.0456665131 -0.146461836
#> 3 -0.0121766583 0.0160426913 0.0544070134 0.0624350038 -0.023691543
#> 4 0.1201010005 -0.0859888844 0.1322275248 -0.0398167711 -0.041535494
#> 5 0.0681597946 -0.0101683681 -0.0062065433 0.0640068383 0.335075061
#> 6 -0.0469046999 -0.0097998993 -0.0838304901 -0.0266208787 0.012167884
#> 7 0.0630738380 -0.0364020389 -0.0688294758 -0.0942917296 -0.026575608
#> 8 -0.0393185157 0.0684575419 -0.0394322424 0.1626391642 0.094948465
#> 9 -0.0950011622 0.0514669821 -0.0208326972 0.0931268336 -0.112737755
#> 10 -0.0070719930 -0.1754567362 0.0276041615 -0.0990052360 -0.088910126
#> 11 0.0063198003 -0.0143934176 -0.1278009263 -0.0799002279 0.114912744
#> 12 0.1132124335 0.0166375748 0.0562018959 -0.1184604599 0.055787566
#> 13 -0.0516691738 -0.0715384177 -0.0304559359 0.0736233169 -0.012886100
#> 14 -0.0740626554 0.0663215372 0.0009027355 0.0486909628 -0.034714580
#> 15 -0.0334333826 0.0067586789 -0.0474635651 0.0195718809 -0.087311919
#> 16 -0.0911169090 -0.0363597813 -0.1094686905 0.0547516614 0.133627562
#> 17 -0.0778986148 -0.0155199270 -0.0247598579 -0.1300471631 -0.025137667
#> 18 -0.0729254725 0.0066248495 -0.0181598099 -0.0443096667 -0.009614065
#> 19 -0.0631948088 0.1510839855 0.0461028359 0.0509360619 -0.066917280
#> 20 -0.0927386041 0.0723320751 -0.0026240454 0.0054310874 -0.064894722
#> 21 0.0442488612 -0.1279027988 -0.0094355647 -0.0724246794 -0.034647270
#> 22 0.0136823980 -0.0494430545 -0.0677844152 0.0766815057 -0.044576846
#> 23 -0.0363575300 -0.0799550666 -0.0711683637 -0.0640915952 -0.093550921
#> 24 -0.0894130295 0.0542527346 -0.0369615477 -0.0286336721 0.080222688
#> 25 0.0001282218 0.0306059832 -0.0374524694 -0.0638565802 -0.030351943
#> 26 -0.0149643735 0.0008777277 0.0076234250 -0.1894611531 -0.052293448
#> 27 -0.0068306101 -0.0241572588 -0.0871598195 -0.0420905973 0.023394042
#> 28 -0.0735577462 0.0977184237 -0.1200499555 -0.0430140248 -0.017872037
#> 29 -0.0910742981 0.0805495046 -0.1000018736 -0.1456140647 -0.141263135
#> 30 0.0734295946 -0.0459162617 0.0214561746 -0.1440638765 0.014910805
#> 31 0.0982327061 -0.0318660766 -0.0633617744 0.0453657694 0.013940826
#> 32 0.0695779423 -0.1797648072 -0.0232274666 -0.1102642112 -0.103825810
#> 33 -0.0117900832 -0.0605328589 -0.0010380910 -0.0197346538 -0.156923883
#> 34 -0.1154152453 0.2198074088 0.0271086701 0.0023937826 -0.022606070
#> 35 -0.0873631660 -0.0683090205 -0.1434963231 -0.0526517105 0.111375627
#> 36 0.0344889241 0.1047758956 0.0551438929 -0.0540766327 0.017484834
#> 37 0.0178275350 0.0646471550 -0.0161162498 0.0237637733 0.121657249
#> 38 0.0079539837 0.0650416374 -0.0495706485 -0.0877172594 -0.038872289
#> 39 -0.0330839354 -0.0158818666 -0.1127277852 -0.1293628415 -0.035106612
#> 40 0.0920849618 0.0190981401 -0.0738734878 0.0961931877 -0.015444928
#> 41 0.0906772249 0.0013180017 -0.0286521709 -0.0251934439 -0.143623927
#> 42 -0.0437242988 -0.0606937698 -0.1318194668 0.0242557457 0.057779380
#> 43 0.1412109287 -0.0878538121 0.0773959500 -0.1060131025 -0.038808985
#> 44 0.0301902038 -0.0758262372 -0.0802596721 -0.0941190994 -0.114532232
#> 45 -0.1129522764 0.1440904049 -0.0209335848 -0.0510827562 -0.110345719
#> 46 0.1098946737 -0.0104040738 -0.0040184996 -0.0202601928 0.336258001
#> 47 -0.0494438889 0.0328718860 0.0170405566 -0.0461316646 0.030269062
#> 48 0.0233059795 -0.1132035188 0.0491402599 0.0448330598 -0.035978463
#> 49 0.0336908908 -0.0949050283 -0.1219347269 0.0174590032 0.232885334
#> 50 0.0299466313 -0.0243915673 0.0238853649 -0.0712895255 0.006704133
#> 51 0.0888580425 -0.0373373159 0.1785697816 0.0083358150 -0.059340034
#> 52 -0.0976303570 -0.1221357136 -0.0764178683 0.1537663178 -0.033497679
#> 53 -0.0338574646 0.0944567496 -0.1020363100 0.1029521882 -0.104960802
#> 54 0.0412778577 -0.0545756084 0.0811811600 -0.0653360716 0.004100419
#> 55 -0.0194392569 0.0465809004 0.0244471658 0.0763597775 0.025393488
#> 56 -0.0010032593 -0.1045146491 0.0034575336 -0.0865187186 -0.049497265
#> 57 -0.0819224976 -0.0268230918 0.0225251167 -0.0365142010 -0.066173123
#> 58 -0.0206581553 -0.0216643832 0.0308518093 -0.0321986001 -0.029308482
#> 59 0.1289697042 0.0397886357 -0.0105052241 -0.1051272344 0.038139860
#> 60 0.0291455553 0.0454336793 0.0206732473 -0.0467613953 0.027559424
#> 61 -0.0622202850 0.0817211056 0.0182921782 -0.0548681675 -0.007731518
#> 62 0.0265120818 -0.0908793454 0.0586180806 0.0625149948 -0.043075340
#> 63 -0.0248180604 0.0275910572 -0.1365656571 0.1141835608 0.048914174
#> 64 -0.0415233544 -0.0943118678 0.0305615136 0.1036086054 0.009279203
#> 65 -0.0759714633 0.0002028706 -0.0156899095 0.0765667867 -0.064949314
#> 66 -0.0683285217 0.0675768869 0.0903017490 -0.0296935295 -0.064981486
#> 67 -0.0484292996 -0.0174527665 0.1383952707 0.0040152954 -0.038075879
#> 68 -0.0738994246 0.0638290055 -0.0317678446 0.0308945268 0.105713736
#> 69 -0.0283170708 0.0383157002 0.0330897894 0.0876981949 0.034566724
#> 70 0.0019579086 0.0219288925 0.0023482351 0.0976814881 -0.050109161
#> 71 0.6220702824 -0.0985859501 0.0790585272 -0.0379741065 0.085898874
#> 72 -0.0863671469 0.6098514792 -0.0548233824 0.0002254831 0.012536816
#> 73 -0.0896773290 -0.1054187023 0.0015378125 0.0414174334 -0.055531674
#> 74 0.1177803281 -0.0283203848 0.5833484815 0.0602757051 0.054593976
#> 75 -0.0061811928 0.0197995935 0.0533468179 0.5902773687 0.022780019
#> 76 0.0952832726 0.0097024108 0.0252565731 0.0003715038 0.612685884
#> 77 0.0062038990 -0.0445472568 0.0886696512 0.0526026921 -0.118190289
#> 78 0.0041311375 0.1197848992 0.1449777466 0.1017935816 0.009381617
#> 79 -0.0754513280 0.0576766221 0.1038037342 0.0180341963 -0.055568448
#> 80 0.0477707407 -0.0508428800 -0.0089395709 0.0077909250 -0.063419884
#> 77 79 80
#> 1 -0.1381958412 -0.138611004 0.0116269304
#> 2 0.0067968220 -0.030213346 0.0383632115
#> 3 -0.0058641812 -0.035235737 -0.0255500571
#> 4 0.0713012207 -0.004332720 -0.0748781079
#> 5 -0.1062281084 -0.106631819 -0.0692094069
#> 6 -0.0071505028 -0.044461610 0.0350864327
#> 7 -0.0337249711 -0.032433937 -0.0235161999
#> 8 -0.0346777054 -0.034390903 -0.1242188782
#> 9 -0.0351333462 -0.064459216 0.0671044784
#> 10 -0.0751726186 -0.101715857 -0.1108823112
#> 11 -0.1318611682 -0.095725152 -0.1748289113
#> 12 0.0359156266 0.094091528 0.0129195265
#> 13 0.0586040915 -0.028706634 -0.0863175413
#> 14 0.0923253837 0.186738471 0.0638499090
#> 15 -0.0089067283 -0.084866702 -0.0316388109
#> 16 -0.1722654640 -0.135322469 0.0225612742
#> 17 -0.0165330467 0.089085958 0.0500812472
#> 18 -0.1392826333 -0.095804917 0.1490723010
#> 19 0.1660698272 0.133277384 -0.1023056567
#> 20 0.0050054336 0.240995779 -0.0151551629
#> 21 -0.1225894853 -0.141332736 0.1192979048
#> 22 -0.0150593723 -0.097148677 0.0778921433
#> 23 0.0958419737 -0.005569801 -0.0144162516
#> 24 -0.1039944164 0.028791094 -0.0514698634
#> 25 0.0478987119 -0.005670697 0.2261898090
#> 26 -0.0041512880 0.022225298 -0.0761065656
#> 27 -0.0249770958 -0.114006771 -0.1156653705
#> 28 -0.1219536886 -0.142291607 -0.1148017530
#> 29 -0.0840726076 -0.021420357 0.0259906752
#> 30 -0.0815106148 -0.054715915 -0.0364984352
#> 31 0.0038361078 -0.076667796 0.1231545188
#> 32 0.0590296681 -0.003592594 -0.0333179343
#> 33 0.1063178572 0.051569678 0.1539948479
#> 34 0.1495507542 0.251341313 -0.0299043358
#> 35 -0.0906409525 -0.038159585 -0.1505245053
#> 36 0.1354547029 0.091317959 -0.0228838012
#> 37 -0.1305388113 -0.018486962 -0.0574745518
#> 38 -0.0828487633 -0.027947410 0.0132160916
#> 39 -0.1228762352 -0.072223080 0.2091906629
#> 40 -0.0253565247 -0.074839907 0.1179191722
#> 41 -0.0365650519 -0.063084806 0.0532640420
#> 42 -0.0782822344 -0.153918968 -0.1311083754
#> 43 0.0272109006 0.028973233 -0.0005287773
#> 44 -0.0845326412 -0.102447591 0.1665765788
#> 45 -0.0559142532 0.053043517 0.0420578421
#> 46 -0.1056116876 -0.071355938 -0.0366638370
#> 47 -0.0971827861 -0.033328758 0.0293632593
#> 48 -0.0443860972 -0.114818180 -0.0509637912
#> 49 -0.1319936520 -0.146775149 -0.0331463517
#> 50 0.0489506776 -0.026711383 -0.0832798387
#> 51 0.0902073357 0.040988174 -0.0716959743
#> 52 -0.0281076500 -0.105152778 0.0183113011
#> 53 -0.0386603029 -0.104762389 0.1030299928
#> 54 -0.0231744662 0.004529829 -0.0582324918
#> 55 -0.0514284179 -0.061492630 0.0465905756
#> 56 -0.0404781658 0.015460714 -0.0041714730
#> 57 0.0171088766 0.128763089 0.0575539075
#> 58 0.0630770309 0.139229502 0.0596856516
#> 59 -0.1231449625 -0.048047702 -0.0516246279
#> 60 0.1821251630 0.104123180 -0.0303686336
#> 61 0.0727417329 0.164796157 -0.1788024597
#> 62 0.1970750400 0.011789059 -0.0240006563
#> 63 -0.0550765319 -0.061282756 -0.0918620913
#> 64 -0.0326650616 -0.078911933 0.0537486663
#> 65 -0.0029962772 -0.054061598 -0.0635475210
#> 66 0.1482007420 0.132737525 -0.0830129482
#> 67 -0.0004134548 0.078901565 -0.0554142296
#> 68 -0.0736087263 0.004931466 0.0124603721
#> 69 0.0575967077 0.116526100 -0.1064019423
#> 70 0.1045958595 0.044656884 0.1168853558
#> 71 -0.0281937888 -0.112083754 0.0218901069
#> 72 -0.0667261414 0.033262999 -0.0645047106
#> 73 0.1669783990 0.048172775 -0.1115967472
#> 74 0.0929937643 0.105893109 0.0039015962
#> 75 0.0499979180 0.013194684 0.0137032048
#> 76 -0.1432035784 -0.082816476 -0.0799161194
#> 77 0.5876725946 0.245252654 -0.0157308164
#> 78 0.0941916544 0.130083772 0.1168073923
#> 79 0.2474873930 0.585437856 -0.0613918043
#> 80 -0.0242478703 -0.072143597 0.5961896485
#>
#> $Y
#> [,1]
#> 1 -1.34092076
#> 2 -0.40354514
#> 3 -0.08804619
#> 4 -0.19662129
#> 5 -0.83292838
#> 6 -0.24326776
#> 7 -0.24326776
#> 8 1.71759798
#> 9 -0.40354514
#> 10 -0.01470504
#> 11 2.24746138
#> 12 -0.08804619
#> 13 -0.24326776
#> 14 -0.95351156
#> 15 -0.01470504
#> 16 -0.01470504
#> 17 -0.40354514
#> 18 -0.24326776
#> 19 0.80319493
#> 20 -0.95351156
#> 21 -0.29286530
#> 22 -0.14620204
#> 23 -0.24326776
#> 24 -0.83292838
#> 25 -0.95351156
#> 26 -0.01470504
#> 27 -0.29286530
#> 28 -0.29286530
#> 29 -0.24326776
#> 30 -0.08804619
#> 31 2.44413581
#> 32 -0.34683102
#> 33 -0.40354514
#> 34 -0.59103998
#> 35 1.45423823
#> 36 -0.83292838
#> 37 1.84475166
#> 38 -0.40354514
#> 39 -0.01470504
#> 40 1.22055754
#> 41 -0.01470504
#> 42 -0.34683102
#> 43 -0.19662129
#> 44 -0.83292838
#> 45 -0.01470504
#> 46 -0.77069581
#> 47 -0.95351156
#> 48 -0.29286530
#> 49 -0.24326776
#> 50 0.04504303
#> 51 -0.65052072
#> 52 0.61191952
#> 53 -0.19662129
#> 54 2.09707181
#> 55 2.74899002
#> 56 -0.40354514
#> 57 -0.95351156
#> 58 -0.01470504
#> 59 -0.34683102
#> 60 -0.83292838
#> 61 -0.14620204
#> 62 1.59220679
#> 63 1.97001211
#> 64 -0.24326776
#> 65 1.11276978
#> 66 -0.01470504
#> 67 -0.29286530
#> 68 -0.34683102
#> 69 1.33191320
#> 70 -0.83292838
#> 71 -0.83292838
#> 72 1.00663078
#> 73 -0.29286530
#> 74 -0.34683102
#> 75 -0.24326776
#> 76 0.90572278
#> 77 -0.83292838
#> 78 -0.29286530
#> 79 -0.40354514
#> 80 -0.29286530
#> attr(,"scaled:center")
#> [1] -0.1434088
#>
#> $ncomp
#> [1] 6
#>
#> $mode
#> [1] "regression"
#>
#> $mat.c
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 0.0155293087 -0.315006189 0.014244886 0.154635199 -0.14933309
#> 2 0.0390551672 -0.136168264 0.410151413 -0.342413613 0.09596675
#> 4 0.0116640048 -0.029648791 0.106988467 -0.125609818 0.12088527
#> 5 0.1942638899 -0.044585100 -0.217656276 0.105249234 -0.09904245
#> 6 -0.0844199934 0.176449348 -0.178806435 -0.147173917 -0.11474737
#> 8 0.2180381307 0.079066742 -0.238582519 0.077963634 0.27044451
#> 10 0.0275473863 -0.074624793 0.307194783 -0.179503251 -0.18299961
#> 11 0.0421387609 0.171215973 -0.263392766 0.228110569 0.04310770
#> 12 -0.2374872650 0.140503373 -0.209322056 0.220953406 0.06069763
#> 14 -0.1886495353 0.231505449 -0.115050522 -0.112814321 0.21122285
#> 15 0.0939681250 -0.294374530 0.135164181 0.162479145 0.08456293
#> 19 -0.0035452483 0.029306317 0.047889531 -0.044467207 0.41067211
#> 20 -0.2174059721 0.193211858 -0.129615262 -0.008614308 0.27129762
#> 21 -0.0557641717 -0.124991026 0.239543308 0.020823778 -0.33221933
#> 22 0.0074544307 -0.138783369 -0.053663939 0.126520030 0.03601982
#> 23 0.0465471315 -0.077973693 0.236121013 -0.086576977 -0.03919158
#> 24 0.0145147635 0.222483187 -0.171040432 0.020107117 -0.10555444
#> 25 -0.2350294180 0.027458879 -0.173534966 0.137569177 0.07474759
#> 26 -0.2360464768 0.250639067 -0.073382154 -0.018801180 -0.09537578
#> 27 0.1397196041 0.028629459 -0.037270116 -0.013378910 -0.11616237
#> 28 0.1615370138 -0.053289173 -0.102057796 0.150632909 -0.26976912
#> 29 -0.1777482115 0.164988147 0.207173130 -0.093555078 -0.20894573
#> 30 -0.2057299839 0.189429888 -0.040841029 -0.026278912 -0.22102678
#> 31 0.0920018461 -0.035334955 0.166705854 0.143306323 -0.09375357
#> 33 -0.1315149575 -0.166736068 0.387700069 -0.139396750 0.08291999
#> 34 -0.0877590605 0.147141733 -0.064595581 -0.103731878 0.55272454
#> 35 0.1599599699 -0.034840370 -0.108182113 0.083447130 -0.00170996
#> 36 -0.0337174016 -0.012336836 -0.004158224 0.012067046 0.25232434
#> 37 0.0515407676 0.266500281 -0.137727077 0.116086264 -0.12404015
#> 38 -0.1582415484 0.171998312 -0.039590373 0.115800313 -0.26698759
#> 39 -0.2342705149 0.178269912 0.075325011 -0.080667710 -0.26923145
#> 42 0.2142106036 -0.161559388 -0.111705044 0.152219247 -0.09387132
#> 43 -0.2214828714 -0.008790198 0.082305307 0.196203416 -0.05903810
#> 44 -0.0564237712 -0.015942238 0.242134913 -0.121842022 -0.39605157
#> 45 -0.1718100643 0.181091522 0.023656289 -0.168275803 0.22940836
#> 46 0.0441915039 0.127386423 -0.353692887 0.107546376 -0.17824271
#> 47 0.0103151549 -0.057205576 0.019013777 -0.151353132 -0.08177868
#> 48 0.0930493363 -0.004854272 0.017837581 -0.276003888 0.07827426
#> 52 0.2652986588 -0.193263043 0.235113331 -0.197058928 0.06853201
#> 54 -0.0006667131 0.240802401 0.233124446 -0.164927354 -0.04939020
#> 55 0.1491978255 0.083418645 0.289475429 -0.171360821 0.03562713
#> 56 -0.1026520850 -0.220895392 0.143396148 0.137899049 -0.03585411
#> 57 -0.1832298000 -0.178359229 0.125059197 0.039435846 0.21243633
#> 58 -0.1427228048 0.268036001 0.201447465 -0.243486179 0.16786613
#> 59 -0.1574735676 0.232846130 -0.211371950 0.201538079 -0.26682646
#> 60 -0.1672462551 0.100052480 -0.122830718 0.136063913 0.15366720
#> 61 0.0079527340 0.221871264 -0.098533215 -0.008867736 0.22041041
#> 62 0.1041011129 -0.191904045 0.213274941 -0.093511272 0.24584854
#> 63 0.2609627315 0.039200331 -0.052979921 0.215464581 0.18315099
#> 64 0.1791238963 -0.246005399 0.085915605 -0.243295016 0.13333026
#> 65 0.1753304160 -0.039236659 0.223627937 -0.236649937 0.27757884
#> 66 -0.0464705098 0.033678352 0.028823204 -0.046434529 0.32242504
#> 67 -0.1360739919 -0.115222975 -0.147640763 0.072389772 0.22630065
#> 68 0.0208415157 -0.044849546 -0.100378714 0.158636459 0.24026467
#> 69 0.1013827523 0.015871761 0.038257861 -0.018271054 0.38220782
#> 71 -0.0286452411 -0.012108337 0.014204330 0.193003069 -0.19676492
#> 72 -0.0169487482 0.234532889 -0.143797058 0.064428186 0.15705857
#> 74 -0.0847759041 -0.040453781 0.029492554 -0.146178510 0.34129251
#> 75 0.1904338031 -0.111813217 -0.016843906 -0.071495506 0.41291553
#> 76 0.1575519465 0.100539195 -0.345553237 0.164294634 -0.07664835
#> 77 -0.0960109429 -0.038769691 0.090276237 -0.150176029 0.51141201
#> 79 -0.1841529109 0.155172710 -0.035937022 -0.131204764 0.55506535
#> 80 -0.1621806439 -0.132125595 0.164233989 -0.022839373 -0.01460354
#> comp 6
#> 1 -0.0017446227
#> 2 0.0213811644
#> 4 -0.0827671791
#> 5 0.0733133498
#> 6 0.1868911357
#> 8 -0.0702338684
#> 10 0.0042739986
#> 11 0.0662524850
#> 12 -0.0156933512
#> 14 -0.0289890027
#> 15 -0.1695231560
#> 19 -0.3551422642
#> 20 -0.0786558446
#> 21 0.1559997817
#> 22 0.1346177724
#> 23 -0.1566510437
#> 24 -0.0576198896
#> 25 0.0401315146
#> 26 0.0002466654
#> 27 -0.0367971850
#> 28 -0.1133465315
#> 29 0.0155954661
#> 30 0.1101353771
#> 31 0.0238453389
#> 33 -0.0395142806
#> 34 -0.2956121863
#> 35 0.0199289900
#> 36 -0.2724174339
#> 37 0.0083066148
#> 38 0.0487302621
#> 39 0.2336357449
#> 42 -0.0951739632
#> 43 0.0519334040
#> 44 0.1796154241
#> 45 0.0197385926
#> 46 0.1434938099
#> 47 0.0338268448
#> 48 0.1324682690
#> 52 0.0609538742
#> 54 0.0617890364
#> 55 0.0278287604
#> 56 -0.0911083438
#> 57 -0.1569455495
#> 58 0.0365360518
#> 59 0.0591618097
#> 60 -0.2156533101
#> 61 -0.3374132986
#> 62 -0.1935658631
#> 63 -0.0808540180
#> 64 0.1028783183
#> 65 -0.0744272622
#> 66 -0.2960617228
#> 67 -0.1422182822
#> 68 -0.0696065565
#> 69 -0.2321462737
#> 71 0.0726979638
#> 72 -0.1885936437
#> 74 -0.0842467310
#> 75 -0.0301747583
#> 76 0.0984732836
#> 77 -0.2950640575
#> 79 -0.2956530587
#> 80 0.1906455509
#>
#> $mat.d
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1.619642 2.032488 1.38775 1.855562 2.105945 0.9009842
#>
#> $mat.e
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] NA NA NA NA NA NA
#>
#> $variates
#> $variates$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.0776350066 -0.48853944 -0.1072479996 0.0998787285 -0.144996800
#> 2 0.0968220363 -0.12196274 0.3313045358 -0.3329936815 -0.008125479
#> 3 0.2335417470 -0.02986442 0.0945924621 0.0303231910 -0.005604522
#> 4 0.0702655560 -0.03657459 0.0402784396 -0.1491804895 0.006963784
#> 5 0.3919693672 -0.07040588 -0.2949163046 -0.0008454849 -0.093328245
#> 6 -0.1556284275 0.10531502 -0.3280180292 -0.3010884061 -0.065430711
#> 7 -0.2029615961 0.07006053 -0.0974359894 0.1438713127 -0.043076742
#> 8 0.5434581844 0.13443196 -0.2450091534 0.0794848891 0.147548241
#> 9 0.0334181566 -0.16510861 0.1188603845 -0.0854275331 0.027818374
#> 10 0.0806609727 -0.07819386 0.2518376755 -0.1877837154 -0.188465324
#> 11 0.1793865513 0.20743680 -0.1829755764 0.3376230165 0.151331410
#> 12 -0.4663899419 0.09694709 -0.1530526500 0.2832247559 0.085529474
#> 13 0.2138613293 -0.19871419 -0.0361832453 -0.0460954249 0.029132428
#> 14 -0.3553259384 0.19143848 -0.1874722462 -0.2076308652 0.035579026
#> 15 0.1470090243 -0.31175517 0.1375193348 0.2602492273 -0.025147124
#> 16 0.2667900878 -0.10601756 -0.1021655502 -0.0133368153 -0.032070153
#> 17 -0.3200233408 0.03394650 -0.0082467691 -0.0566343775 0.053339953
#> 18 -0.2011235487 -0.18351533 -0.0510616906 0.0006996188 -0.003259951
#> 19 0.0303167849 0.06584948 0.0318520874 -0.0019288436 0.108655767
#> 20 -0.4165685404 0.13426860 -0.1722235497 -0.0508814740 0.090685865
#> 21 -0.1279330018 -0.13904995 0.2771515772 0.0757096372 -0.167427114
#> 22 -0.0256571475 -0.21752675 -0.0778691924 0.1748385796 0.100783835
#> 23 0.1067563221 -0.04108848 0.2394928309 -0.0590307054 -0.125984362
#> 24 0.1179964575 0.24270228 -0.2204708601 -0.1132593852 -0.194648629
#> 25 -0.5056323037 -0.11230168 -0.2216358673 0.1137537991 0.058457675
#> 26 -0.4219465516 0.23300556 -0.0773200149 -0.0391584332 -0.061854301
#> 27 0.3187659232 0.04667539 -0.1031344362 -0.0641235820 -0.164959518
#> 28 0.3612403361 -0.09017446 -0.1866886170 0.0489813642 -0.278769458
#> 29 -0.2950032923 0.23341524 0.2483622276 -0.0519205939 -0.171643556
#> 30 -0.3527132744 0.15855891 -0.0672410216 -0.0653933265 -0.110630416
#> 31 0.2501770630 0.10144194 0.3507601976 0.3434178860 0.004694575
#> 32 -0.2594584673 -0.16992450 0.0607524802 0.0217468924 -0.033078691
#> 33 -0.3192984845 -0.17963206 0.3799980150 -0.0491473374 -0.021983418
#> 34 -0.1254184210 0.14555867 -0.1053279749 -0.1114069194 0.170689934
#> 35 0.3674823786 -0.05588028 -0.1352628767 0.1191710985 0.053102726
#> 36 -0.0567057033 -0.01431302 -0.0179040455 0.0189048422 0.019721761
#> 37 0.2383191229 0.39990407 -0.0456168713 0.1460947652 -0.078542466
#> 38 -0.2744175114 0.20600924 0.0136444082 0.1391635019 -0.168685649
#> 39 -0.4465986609 0.18337799 0.0911235417 -0.0763006782 -0.099987114
#> 40 0.0945024440 -0.07777401 0.0511920969 0.1463825389 -0.056820740
#> 41 -0.0785575892 0.04544430 0.1248509489 -0.0201689729 -0.086646832
#> 42 0.4336295074 -0.21877316 -0.1997467941 0.0802285598 -0.154309741
#> 43 -0.4393358355 -0.01317416 0.2012483321 0.3593686086 0.036390762
#> 44 -0.1015589812 -0.01345172 0.1999756992 -0.1514364081 -0.239323363
#> 45 -0.2913869762 0.19455371 -0.0058176982 -0.1412049048 0.138717714
#> 46 0.1166930348 0.06380556 -0.4588014210 -0.0461355131 -0.110381605
#> 47 -0.0001685972 -0.13026158 -0.1249323749 -0.2677861802 -0.094074346
#> 48 0.2308382825 -0.06104108 -0.1686505138 -0.3915990294 0.026191431
#> 49 0.3168469950 0.01124429 -0.1014986770 0.0151766026 -0.081605998
#> 50 0.0663313449 -0.10271365 0.0288040454 -0.0483354185 0.050810109
#> 51 -0.0691571392 -0.21049162 0.1150521725 0.0109011058 0.091342263
#> 52 0.5458239933 -0.15182235 0.1800324642 -0.1707296581 0.019463586
#> 53 0.1483885058 -0.12340055 0.1732310021 -0.0008691878 -0.105701125
#> 54 0.1521600323 0.47260310 0.4032185536 -0.0078651435 0.026847014
#> 55 0.4224011646 0.31561734 0.4402537041 -0.0057732380 0.074781386
#> 56 -0.2623452749 -0.30514788 0.1558517740 0.2227905221 -0.044487925
#> 57 -0.4297060099 -0.28046745 0.1011178472 0.0937840995 0.054312534
#> 58 -0.1848623913 0.40509843 0.2799138956 -0.1732206023 0.059597516
#> 59 -0.2427607617 0.20703175 -0.1990233751 0.1500352583 -0.175883104
#> 60 -0.3368228296 0.05395499 -0.1212643341 0.1228092057 -0.024955272
#> 61 0.1213680613 0.27243152 -0.1098818844 -0.0544349513 -0.041658933
#> 62 0.1850943554 -0.15080326 0.2163314046 0.0089264819 0.084695215
#> 63 0.6616719571 0.17427421 0.0794070007 0.3716787232 0.131188258
#> 64 0.3113750031 -0.33634927 -0.0938959051 -0.3160574379 0.080844079
#> 65 0.4268570188 0.09716767 0.2405923845 -0.1469593916 0.139378656
#> 66 -0.0941339911 0.02221596 0.0008653391 -0.0342495741 0.072425137
#> 67 -0.3349337824 -0.28487797 -0.2596475321 0.0441669300 0.134830860
#> 68 0.0523959576 -0.06828035 -0.0859596509 0.2026752763 0.104174142
#> 69 0.2701916595 0.10259501 0.0871380159 0.0578054620 0.154692413
#> 70 -0.1072923883 -0.01858869 -0.1301542488 -0.0301465768 0.111073538
#> 71 -0.0218973553 -0.02414229 0.0386043897 0.2061681101 -0.165318656
#> 72 0.0702684683 0.31445540 -0.1175441519 0.0701791439 0.018739507
#> 73 0.1930219302 0.01738895 0.1083040164 -0.1372564773 0.103751677
#> 74 -0.1881196794 -0.09286241 -0.0517862247 -0.1504454539 0.164982697
#> 75 0.3909916047 -0.09620193 -0.0795163522 -0.0653866660 0.197028907
#> 76 0.3713604610 0.09557956 -0.3832690753 0.0906660502 -0.039550668
#> 77 -0.2150579007 -0.10310548 -0.0003502569 -0.1695291491 0.130356174
#> 78 -0.1148644362 -0.11227075 -0.0569078999 0.0036123525 0.123503617
#> 79 -0.3453559947 0.12475897 -0.0879937149 -0.1556900259 0.167698662
#> 80 -0.3656921084 -0.19401987 0.1676073313 0.0543558954 0.066565363
#> comp 6
#> 1 -0.059330679
#> 2 0.089261109
#> 3 -0.134479578
#> 4 -0.054194460
#> 5 -0.007845917
#> 6 0.306836276
#> 7 -0.021280497
#> 8 0.053761505
#> 9 -0.031422334
#> 10 0.013564779
#> 11 0.433960334
#> 12 0.116787613
#> 13 -0.002537997
#> 14 -0.084764208
#> 15 -0.241304880
#> 16 0.240048791
#> 17 0.116689448
#> 18 0.207972961
#> 19 -0.410806049
#> 20 -0.086976661
#> 21 0.167137562
#> 22 0.350917122
#> 23 -0.302436119
#> 24 -0.262956828
#> 25 0.152082078
#> 26 0.087742858
#> 27 -0.096483835
#> 28 -0.297872063
#> 29 -0.020520016
#> 30 0.225235311
#> 31 0.086941577
#> 32 0.138074355
#> 33 -0.053207811
#> 34 -0.336191495
#> 35 0.308680753
#> 36 -0.390999796
#> 37 0.004249827
#> 38 0.004144650
#> 39 0.349822359
#> 40 0.030834213
#> 41 0.081699774
#> 42 -0.214360685
#> 43 0.178655825
#> 44 0.177777617
#> 45 0.209646341
#> 46 0.161352687
#> 47 0.036713222
#> 48 0.336670455
#> 49 0.226080359
#> 50 -0.100925182
#> 51 -0.123734348
#> 52 0.161032335
#> 53 -0.135596712
#> 54 0.195902003
#> 55 0.167527089
#> 56 -0.077602696
#> 57 -0.170191489
#> 58 0.069004121
#> 59 0.019897208
#> 60 -0.366562201
#> 61 -0.514111998
#> 62 -0.187069944
#> 63 0.065834685
#> 64 0.294596468
#> 65 0.040556418
#> 66 -0.347315487
#> 67 0.033362138
#> 68 -0.071409674
#> 69 -0.255373889
#> 70 0.040007725
#> 71 -0.014882465
#> 72 -0.210947559
#> 73 -0.023700094
#> 74 0.058837946
#> 75 0.028756971
#> 76 0.144268023
#> 77 -0.385029154
#> 78 -0.113829791
#> 79 -0.386991873
#> 80 0.382321575
#>
#> $variates$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> 1 -0.827912016 -0.59787796 -0.16013635 -0.03955450 -0.1228555450 0.051752578
#> 2 -0.249157054 -0.27570253 -0.22516611 -0.41617707 -0.0732934333 -0.152322423
#> 3 -0.054361523 -0.22942329 -0.29227238 -0.28933112 -0.2816495365 -0.645222730
#> 4 -0.121398023 -0.15273216 -0.17012349 -0.15735683 -0.0072042302 -0.033116067
#> 5 -0.514267088 -0.72215835 -0.95455163 -0.49333257 -0.4339336418 -0.796125023
#> 6 -0.150198513 0.00432697 -0.14790632 0.13470318 0.3839788545 1.050441960
#> 7 -0.150198513 0.04204565 -0.04103038 0.04218501 -0.0895964757 -0.108734402
#> 8 1.060480267 0.41200264 0.40652788 0.48727596 0.3593074228 0.494962162
#> 9 -0.249157054 -0.22517749 -0.08797641 -0.15469051 -0.0610280726 -0.207668112
#> 10 -0.009079196 -0.07151181 0.00978648 -0.18102690 0.0059534741 0.454431055
#> 11 1.387628810 0.96281961 1.10632784 0.96425304 0.5521278720 0.936814552
#> 12 -0.054361523 0.32833568 0.33888994 0.36791738 0.0746232368 -0.025492046
#> 13 -0.150198513 -0.29011066 -0.13385857 -0.07305009 -0.0237499320 -0.123606291
#> 14 -0.588717620 -0.18598430 -0.55277050 -0.27320175 -0.0577749419 -0.218203911
#> 15 -0.009079196 -0.12438300 0.27442384 0.10238907 -0.1390916284 -0.266331866
#> 16 -0.009079196 -0.21983369 -0.16669423 -0.04826015 -0.0307711794 0.003036199
#> 17 -0.249157054 0.05647166 0.03299018 0.03084057 0.0770747604 0.055477318
#> 18 -0.150198513 0.04058095 0.32820969 0.28365207 0.2493112793 0.590355522
#> 19 0.495909045 0.37101943 0.44694957 0.31044594 0.2752354926 0.389360502
#> 20 -0.588717620 -0.13718152 -0.39756375 -0.16852897 -0.1036599869 -0.454260554
#> 21 -0.180821048 -0.04214523 0.14192591 -0.10113350 -0.1558176590 0.027135734
#> 22 -0.090268139 -0.05148697 0.24318059 0.24010890 0.0575101123 -0.101147233
#> 23 -0.150198513 -0.20476122 -0.23971382 -0.35839234 -0.2637695260 -0.322056602
#> 24 -0.514267088 -0.50383583 -1.09337396 -0.65283273 -0.4754216581 -0.656273906
#> 25 -0.588717620 -0.06620872 0.06750740 0.21624644 0.0903069482 0.074443926
#> 26 -0.009079196 0.32900421 0.14059888 0.16297867 0.1781043432 0.560875086
#> 27 -0.180821048 -0.39810901 -0.65142781 -0.41006140 -0.3048081036 -0.326879607
#> 28 -0.180821048 -0.43195587 -0.50057042 -0.23474806 -0.2499958819 0.067254847
#> 29 -0.150198513 0.11539150 -0.17285667 -0.31502406 -0.2318222119 -0.140660526
#> 30 -0.054361523 0.23774944 0.11598183 0.13702996 0.1783564990 0.675472898
#> 31 1.509059642 1.00317368 1.32066936 0.72538229 0.3365513699 0.775676195
#> 32 -0.214140596 0.03611274 0.30176054 0.18024676 0.1396552826 0.403745332
#> 33 -0.249157054 0.05589404 0.34494972 -0.02621216 0.0202083373 0.098618261
#> 34 -0.364920218 -0.19085330 -0.49270638 -0.28971521 -0.1571086180 -0.766190532
#> 35 0.897876545 0.42265854 0.70086427 0.62532848 0.4459786266 0.918301173
#> 36 -0.514267088 -0.36461982 -0.51305664 -0.37031810 -0.3429469202 -0.847695354
#> 37 1.138987560 0.71772132 0.46547271 0.38223716 0.2080666334 0.669915034
#> 38 -0.249157054 0.02012946 -0.27223810 -0.21380776 -0.3110053240 -0.332655489
#> 39 -0.009079196 0.34864889 0.24205449 0.11287927 0.1666877054 0.623321000
#> 40 0.753597288 0.52521706 0.88313607 0.62219994 0.4192458684 1.112749661
#> 41 -0.009079196 0.05536568 0.01453078 -0.08250700 -0.0549264500 0.074142659
#> 42 -0.214140596 -0.51619264 -0.43559828 -0.17639022 -0.2261085089 -0.167821169
#> 43 -0.121398023 0.25335710 0.39035964 0.14143386 -0.1920237556 -0.533892048
#> 44 -0.514267088 -0.32887731 -0.46196988 -0.49506038 -0.3027693604 -0.148297551
#> 45 -0.009079196 0.22496438 0.04453923 0.03766129 0.1576001872 0.044135558
#> 46 -0.475843420 -0.47217825 -0.78499776 -0.24395795 -0.1743026581 -0.149407937
#> 47 -0.588717620 -0.46900076 -0.49611479 -0.27760244 -0.0086491725 0.199671287
#> 48 -0.180821048 -0.32804156 -0.39104684 -0.16632728 0.1984884291 0.402723952
#> 49 -0.150198513 -0.37217749 -0.56155658 -0.34407125 -0.3165356649 -0.549120445
#> 50 0.027810490 -0.03069636 0.10547597 0.05734192 0.0931130082 0.098878048
#> 51 -0.401644854 -0.26495158 -0.07976163 -0.14569868 -0.1379811095 -0.536016390
#> 52 0.377811675 -0.13388503 0.02627085 -0.11499628 0.0491070469 0.069288100
#> 53 -0.121398023 -0.21498649 -0.13413606 -0.22987578 -0.2017792249 -0.224571250
#> 54 1.294775204 0.91052294 0.64137402 0.17811334 0.1638668732 0.320267793
#> 55 1.697282889 1.01592302 1.02566230 0.43781938 0.3908523992 0.738778790
#> 56 -0.249157054 0.01050938 0.46230918 0.22919546 0.0056434342 0.117176152
#> 57 -0.588717620 -0.12671258 0.22518820 0.09279058 -0.0008753971 -0.128995294
#> 58 -0.009079196 0.14007746 -0.38814767 -0.49963444 -0.2876054031 -0.811545954
#> 59 -0.214140596 0.02280673 -0.26981454 -0.05294378 -0.1788461791 -0.006925840
#> 60 -0.514267088 -0.14140112 -0.28611705 -0.12329118 -0.2168406798 -0.448509555
#> 61 -0.090268139 -0.16864787 -0.64600147 -0.40095678 -0.3053226801 -0.616282974
#> 62 0.983061168 0.63588083 1.15217146 0.69990245 0.6088235145 1.225088205
#> 63 1.216325931 0.44199060 0.39209537 0.23385551 -0.1214369474 -0.590481683
#> 64 -0.150198513 -0.36781699 -0.04608739 0.03575536 0.3099845916 0.535588976
#> 65 0.687046917 0.20733916 0.16135632 -0.05925961 0.0772728602 -0.145164986
#> 66 -0.009079196 0.06777815 0.06673003 0.04925933 0.0735802523 0.002699946
#> 67 -0.180821048 0.12280878 0.59709487 0.64074636 0.5256500941 0.913493958
#> 68 -0.214140596 -0.21239666 -0.21107163 -0.09356960 -0.2610233286 -0.853606102
#> 69 0.822350559 0.44000234 0.49416417 0.30440950 0.2172844547 0.146301531
#> 70 -0.514267088 -0.32430849 -0.44775486 -0.23752931 -0.1827263040 -0.686722547
#> 71 -0.514267088 -0.39235777 -0.53928554 -0.43219627 -0.5624670906 -0.928287719
#> 72 0.621514513 0.43927490 0.18280969 0.22463068 0.1360882734 0.274288928
#> 73 -0.180821048 -0.29790661 -0.46177944 -0.42635791 -0.2547291922 -0.837906837
#> 74 -0.214140596 -0.02073545 0.10563659 0.11773445 0.2362950912 0.166684329
#> 75 -0.150198513 -0.43126157 -0.49072578 -0.30753811 -0.2133612478 -0.959238680
#> 76 0.559211844 0.14969431 0.07925605 0.34591645 0.2249028218 0.618128903
#> 77 -0.514267088 -0.23843271 -0.19819921 -0.14796863 0.0189971204 -0.260288680
#> 78 -0.180821048 -0.05255926 0.08745298 0.10796560 0.0919463408 -0.073761420
#> 79 -0.249157054 0.07665866 -0.07044735 0.01312270 0.1487420093 -0.044308944
#> 80 -0.180821048 0.14731936 0.49992281 0.24853437 0.1710919400 0.244318569
#>
#>
#> $loadings
#> $loadings$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.1244422247 -0.262640052 0.075362494 0.0646657567 -0.157686279
#> 2 0.0088331962 -0.056707959 0.114354945 -0.3129687722 0.051606938
#> 4 -0.0003569908 -0.022555979 0.010207590 -0.1023994385 0.040680017
#> 5 0.1063032684 -0.165047718 -0.173363242 0.0468644422 -0.102328973
#> 6 -0.0761211418 0.015571815 -0.231526187 -0.0557803688 0.160182260
#> 8 0.2249976657 0.013058746 -0.094995116 0.1519232918 0.129626493
#> 10 0.0189001179 -0.016225578 0.084044972 -0.2361046526 -0.099203288
#> 11 0.1416824435 0.186781965 0.022401727 0.3023861371 0.130180178
#> 12 -0.1566906148 0.151605372 0.015977394 0.2383790864 0.030541378
#> 14 -0.1363634195 0.098108721 -0.191977308 -0.0813927288 0.055071520
#> 15 0.0125985066 -0.152680479 0.203918363 0.0727456686 -0.157272711
#> 19 0.0267900198 0.056920548 0.039740899 -0.0086216968 0.062825166
#> 20 -0.1602709727 0.107207079 -0.123773395 0.0061810136 0.025931241
#> 21 -0.0573448887 -0.002966029 0.175611733 -0.0676430877 -0.155052766
#> 22 -0.0299268453 -0.070141550 0.098785569 0.1612998814 0.060957423
#> 23 0.0340692667 -0.023413240 0.078520434 -0.1667499958 -0.140516432
#> 24 0.0386967697 0.045374679 -0.254884924 -0.0887120380 -0.190723509
#> 25 -0.2263569888 0.016272789 -0.016098411 0.1665764485 0.050840025
#> 26 -0.1316382227 0.195909758 -0.078763442 -0.0056936955 0.022973028
#> 27 0.1043392220 -0.066387109 -0.136742671 -0.1052473802 -0.161014639
#> 28 0.0952013476 -0.124471044 -0.102441073 -0.0004055278 -0.264719760
#> 29 -0.0770219604 0.189000915 0.034557868 -0.1826363472 -0.156129609
#> 30 -0.1240455458 0.153271201 -0.052037613 -0.0118465958 0.025295014
#> 31 0.1707213281 0.147707811 0.263425185 0.1023343183 -0.071810193
#> 33 -0.1358882462 -0.008205960 0.228147901 -0.1688148826 -0.051560128
#> 34 -0.0546180410 0.062185209 -0.122264805 -0.0610171786 0.074864552
#> 35 0.1553346926 -0.008678787 0.037650327 0.1542986626 0.124178991
#> 36 -0.0448798814 -0.020945075 -0.012388509 -0.0087080894 -0.036411850
#> 37 0.1705157416 0.223242488 -0.062254260 0.0798543496 -0.063502403
#> 38 -0.0786708616 0.149304997 -0.032658984 0.0073337871 -0.190105468
#> 39 -0.1384067191 0.179877091 0.002312966 -0.0772507197 0.005988839
#> 42 0.1053817374 -0.204204515 -0.061372545 0.0532545246 -0.173451991
#> 43 -0.1454003568 0.142759854 0.218102584 0.1436809138 -0.092054344
#> 44 -0.0465716650 0.018486314 0.049547697 -0.2037677621 -0.143588365
#> 45 -0.0923222127 0.149149566 -0.045969124 -0.0736674779 0.165816687
#> 46 0.0130417827 -0.058448773 -0.267443896 0.0912561289 -0.028551344
#> 47 -0.0552540952 -0.123032954 -0.094735179 -0.1203525901 0.054333561
#> 48 0.0377208523 -0.103817366 -0.142422297 -0.1695636779 0.186554015
#> 52 0.1927870566 -0.136059458 0.082324285 -0.1616591313 0.062043980
#> 54 0.1681773298 0.316815906 0.109394498 -0.1309130228 0.059615722
#> 55 0.2613696516 0.210477185 0.182855733 -0.1128094439 0.102620941
#> 56 -0.1373941132 -0.065189313 0.224083712 0.0853718371 -0.092062598
#> 57 -0.2153810789 -0.060328078 0.169864007 0.0474059284 0.013968884
#> 58 -0.0085806855 0.251701845 -0.023507229 -0.2380143161 0.009590342
#> 59 -0.0815972262 0.142372994 -0.130204012 0.0858800988 -0.202709676
#> 60 -0.1383887467 0.054147707 -0.066063650 0.0600626493 -0.133204745
#> 61 0.0645704756 0.106236506 -0.166415249 -0.0718228884 -0.110339282
#> 62 0.0737894277 -0.056876297 0.194324583 -0.0200505103 0.128752095
#> 63 0.3202237120 0.111196231 0.103612580 0.1656833932 -0.087249738
#> 64 0.0439934485 -0.253556327 -0.010866884 -0.1024011437 0.246939738
#> 65 0.1814935046 0.011564308 0.073109986 -0.1592561891 0.135645301
#> 66 -0.0297768434 0.031323693 -0.003388697 -0.0340819454 0.021649939
#> 67 -0.1820333832 -0.086237370 0.041714505 0.2003481849 0.224268213
#> 68 0.0019892651 -0.035374022 0.013636659 0.1206344735 -0.066604744
#> 69 0.1308684568 0.055326442 0.056781030 0.0195985207 0.066372672
#> 71 -0.0266699580 0.003706386 0.022759688 0.0090520341 -0.322404514
#> 72 0.0764516075 0.175254737 -0.085309889 0.0618826094 -0.004461542
#> 74 -0.1021423562 -0.032586096 0.011322743 -0.0192246489 0.222507571
#> 75 0.1165742610 -0.138588708 -0.038533830 -0.0229491203 0.085085544
#> 76 0.1389521391 -0.034900342 -0.194917208 0.1593811226 -0.008611740
#> 77 -0.1183630193 -0.041941032 -0.004564021 -0.1003461577 0.087335063
#> 79 -0.1360902371 0.090183931 -0.093528312 -0.0609347216 0.123159834
#> 80 -0.1601174848 0.003871274 0.195719290 0.0333131639 0.098416578
#> comp 6
#> 1 -0.005503461
#> 2 -0.029226271
#> 4 -0.052842880
#> 5 -0.002165310
#> 6 0.181136189
#> 8 -0.092777338
#> 10 0.055208844
#> 11 0.057367326
#> 12 -0.019868313
#> 14 -0.102879621
#> 15 -0.159332356
#> 19 -0.229177441
#> 20 -0.161658571
#> 21 0.116725418
#> 22 0.016430030
#> 23 -0.066757439
#> 24 -0.056113267
#> 25 -0.015751392
#> 26 0.077973596
#> 27 -0.029550721
#> 28 0.003326746
#> 29 0.034797668
#> 30 0.162288043
#> 31 0.014457295
#> 33 -0.088601641
#> 34 -0.314835967
#> 35 0.082941387
#> 36 -0.190232581
#> 37 0.039885030
#> 38 0.050653450
#> 39 0.181327688
#> 42 -0.052431378
#> 43 -0.021752610
#> 44 0.166334281
#> 45 -0.041897098
#> 46 0.098623502
#> 47 0.089676955
#> 48 0.071339644
#> 52 -0.004274609
#> 54 0.071818075
#> 55 0.044138578
#> 56 -0.037032716
#> 57 -0.130759414
#> 58 -0.104279314
#> 59 0.042243062
#> 60 -0.189004330
#> 61 -0.217912994
#> 62 -0.077148481
#> 63 -0.178152341
#> 64 0.074851109
#> 65 -0.093512295
#> 66 -0.198164363
#> 67 -0.001339064
#> 68 -0.202179578
#> 69 -0.208086610
#> 71 -0.082777097
#> 72 -0.106416819
#> 74 -0.078260937
#> 75 -0.215989356
#> 76 0.044825627
#> 77 -0.279401250
#> 79 -0.284559065
#> 80 0.074462815
#>
#> $loadings$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> Y 1.619642 2.032488 1.38775 1.855562 2.105945 0.9009842
#>
#>
#> $names
#> $names$X
#> [1] "1" "2" "4" "5" "6" "8" "10" "11" "12" "14" "15" "19" "20" "21" "22"
#> [16] "23" "24" "25" "26" "27" "28" "29" "30" "31" "33" "34" "35" "36" "37" "38"
#> [31] "39" "42" "43" "44" "45" "46" "47" "48" "52" "54" "55" "56" "57" "58" "59"
#> [46] "60" "61" "62" "63" "64" "65" "66" "67" "68" "69" "71" "72" "74" "75" "76"
#> [61] "77" "79" "80"
#>
#> $names$Y
#> [1] "Y"
#>
#> $names$indiv
#> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15"
#> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30"
#> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45"
#> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60"
#> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75"
#> [76] "76" "77" "78" "79" "80"
#>
#>
#> attr(,"class")
#> [1] "pls"
#>
#> $XplanScal
#> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264
#> 0.5025253 0.5006325 0.5025253 0.4929888 0.5017375 0.5025253 0.5025253
#> D5S346 D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305
#> 0.5025253 0.4871774 0.5031546 0.5017375 0.5029973 0.5017375 0.4929888
#> D1S207 D2S138 D16S422 D9S179 D10S191 D4S394 D1S197
#> 0.4992082 0.5029973 0.5006325 0.5029973 0.5029973 0.5029973 0.5006325
#> D6S264 D14S65 D17S790 D5S430 D3S1283 D4S414 D8S283
#> 0.5006325 0.4974619 0.4974619 0.5025253 0.5017375 0.5025253 0.5029973
#> D11S916 D2S159 D16S408 D6S275 D10S192 sexe Agediag
#> 0.5029973 0.4929888 0.4974619 0.5029973 0.4953901 0.4611488 13.5030421
#> Siege T N M STADE
#> 0.7458747 0.8999824 0.7778581 0.4357447 1.2143003
#>
#> $XplanCent
#> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264 D5S346
#> 0.52500 0.45000 0.47500 0.60000 0.53750 0.47500 0.52500 0.47500
#> D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305 D1S207 D2S138
#> 0.37500 0.50000 0.46250 0.51250 0.46250 0.40000 0.43750 0.48750
#> D16S422 D9S179 D10S191 D4S394 D1S197 D6S264 D14S65 D17S790
#> 0.45000 0.51250 0.51250 0.51250 0.45000 0.55000 0.42500 0.42500
#> D5S430 D3S1283 D4S414 D8S283 D11S916 D2S159 D16S408 D6S275
#> 0.47500 0.46250 0.52500 0.51250 0.48750 0.40000 0.57500 0.48750
#> D10S192 sexe Agediag Siege T N M STADE
#> 0.41250 0.70000 64.23634 1.77500 2.51250 0.55000 0.25000 2.36250
#>
#> $CoeffCFull
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 4.279059 5.306268 4.852679 4.455793 3.853888 2.648977
#> [2,] NA 7.333416 7.299928 7.731624 7.648994 10.169433
#> [3,] NA NA 2.703805 5.674826 5.432488 7.096666
#> [4,] NA NA NA 7.741499 7.892678 11.876811
#> [5,] NA NA NA NA 3.418056 8.428728
#> [6,] NA NA NA NA NA 5.786010
#>
#> $kernDKsplsDR_mod
#> Gaussian Radial Basis kernel function.
#> Hyperparameter : sigma = 0.0121244597313822
#>
rm(X_train_micro,Y_train_micro,C_train_micro,cox_DKsplsDR_fit)