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.
coxDKsplsDR(Xplan, ...)
# S3 method for default
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 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,
...
)a formula or a matrix with the eXplanatory variables (training) dataset
Arguments to be passed on to survival::coxph.
for right censored data, this is the follow up time. For interval data, the first argument is the starting time for the interval.
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 at
time, 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.
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.
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 the time2 argument is absent
or present, respectively.
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.
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.
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.
if TRUE and the model was fit with case weights, then
the weighted residuals are returned.
Should the Xplan columns be standardized ?
Should the time values be standardized ?
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.
character string. What type of algorithm to use, (partially)
matching one of "regression", "canonical", "invariant" or "classic". See
pls for details
Should the survival function be plotted ?)
FALSE to return only the Cox model and TRUE for additionnal results. See details. Defaults to FALSE.
Thresholding parameter. eta should be between 0 and 1.
Print out the progress of variable selection?
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 kernlab package provides the most
popular kernel functions which can be used by setting the kernel parameter
to the following strings:
Radial Basis kernel "Gaussian"
Polynomial kernel
Linear kernel
Hyperbolic tangent kernel
Laplacian kernel
Bessel kernel
ANOVA RBF kernel
Spline kernel
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, offset for the Polynomial kernel "polydot".
scale, offset for the Hyperbolic tangent kernel function "tanhdot".
sigma, order, degree for the Bessel kernel
"besseldot".
sigma, degree for the ANOVA kernel
"anovadot".
In the case of a Radial Basis kernel function (Gaussian) or
Laplacian kernel, if hyperkernel is missing, the heuristics in sigest
are used to calculate a good sigma value from the data.
Should some details be displayed ?
an optional data frame, list or environment (or object
coercible by as.data.frame to a data frame) containing the
variables in the model. If not found in dataXplan, the variables are
taken from environment(Xplan), typically the environment from which
coxDKsplsDR is called.
an optional vector specifying a subset of observations to be used in the fitting process.
an optional vector of 'prior weights' to be used in the
fitting process. Should be NULL or a numeric vector.
If TRUE, the model frame is returned.
If TRUE, the model matrix is returned.
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.
If allres=FALSE :
Final Cox-model.
If
allres=TRUE :
sPLSR components.
Final Cox-model.
The sPLSR model.
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.
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.
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 0.01225683
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 3.640e+00 3.809e+01 1.247e+00 2.920 0.00350
#> dim.2 9.933e+00 2.059e+04 3.308e+00 3.002 0.00268
#> dim.3 6.513e+00 6.737e+02 2.584e+00 2.521 0.01171
#> dim.4 1.468e+01 2.371e+06 4.859e+00 3.021 0.00252
#> dim.5 6.113e+00 4.519e+02 2.760e+00 2.215 0.02678
#> dim.6 1.249e+01 2.668e+05 4.980e+00 2.509 0.01211
#>
#> Likelihood ratio test=69.62 on 6 df, p=4.901e-13
#> 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))
#> Error in model.matrix(mt0, mf0, , contrasts.arg = contrasts.arg): argument "contrasts.arg" is missing, with no default
(cox_DKsplsDR_fit=coxDKsplsDR(~.,Y_train_micro,C_train_micro,ncomp=6,
validation="CV",dataXplan=data.frame(X_train_micro),eta=.5))
#> Error in model.matrix(mt0, mf0, , contrasts.arg = contrasts.arg): argument "contrasts.arg" is missing, with no default
(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 0.01214487
#> $tt_DKsplsDR
#> dim.1 dim.2 dim.3 dim.4 dim.5 dim.6
#> 1 -0.119366461 -0.470163040 -0.14770155 0.103347069 -0.231036722 -0.143465539
#> 2 0.096720271 -0.098632593 0.28516603 -0.306594210 -0.233999873 0.043862045
#> 3 0.294440257 -0.006572275 0.08392684 -0.020204601 -0.044004165 -0.121795748
#> 4 0.051437327 0.010906189 0.02258421 -0.139996618 -0.054217225 -0.153712226
#> 5 0.409158082 -0.069767312 -0.36849617 0.047142886 -0.163130759 -0.056397382
#> 6 -0.154980696 0.089287407 -0.28968606 -0.222275226 -0.251171263 0.143174594
#> 7 -0.224409381 0.134131627 -0.11497907 0.098699703 -0.087614148 -0.126741971
#> 8 0.533133451 0.167932267 -0.25423490 0.027814356 0.188701005 0.106335561
#> 9 0.015039991 -0.237508754 0.26809576 -0.127971339 -0.146845155 -0.043690573
#> 10 0.057249777 -0.009758618 0.13192506 -0.080574944 -0.220588230 -0.119923131
#> 11 0.154944054 0.239500090 -0.16736842 0.313780973 0.235164582 0.208707927
#> 12 -0.447578645 0.085620155 -0.17543050 0.264751582 0.259106178 0.073126969
#> 13 0.227161039 -0.304703338 -0.05142946 -0.085964502 0.216366460 0.011977120
#> 14 -0.326591394 0.200848435 -0.22229923 -0.254704379 -0.041708960 0.156861871
#> 15 0.113665374 -0.367508815 0.20561017 0.231054904 0.163774635 -0.156894306
#> 16 0.278299780 -0.155038223 -0.17776927 0.029436272 -0.237172738 0.255575791
#> 17 -0.323454926 -0.019238303 0.02649452 -0.049574378 0.101406229 0.135766328
#> 18 -0.265681949 -0.265873098 -0.02369941 0.101741167 -0.076399990 0.208123235
#> 19 0.014933140 0.050227147 0.13225939 -0.084659807 0.331856342 -0.144277574
#> 20 -0.418441644 0.183798750 -0.14929677 -0.149046199 0.010988486 0.090204856
#> 21 -0.119653161 -0.104119585 0.16244819 0.151464999 -0.359695296 -0.025963395
#> 22 -0.006061815 -0.247909157 -0.14002258 0.149376731 0.052816236 0.338912246
#> 23 0.116450595 -0.055479040 0.22240860 -0.049077863 0.041901610 -0.208399050
#> 24 0.136927228 0.289044521 -0.26536583 -0.154906892 -0.299342308 -0.125041370
#> 25 -0.510731794 -0.103485894 -0.22732778 0.098677458 0.008932034 0.127827990
#> 26 -0.412614639 0.263605747 -0.06587338 -0.054463403 -0.079658997 -0.077463887
#> 27 0.327775198 -0.026468451 -0.06392982 -0.035727589 0.031600240 -0.150347519
#> 28 0.357424724 -0.091692648 -0.15174215 0.025140771 -0.221752124 -0.336211223
#> 29 -0.296387647 0.195282139 0.35648928 -0.010553890 -0.238797292 -0.083744788
#> 30 -0.297459057 0.155543771 -0.10571129 -0.008775468 -0.225187277 -0.073004092
#> 31 0.279360933 0.076077094 0.30862752 0.311666441 0.049886507 0.132633505
#> 32 -0.267185712 -0.097352761 -0.07473648 0.026943255 -0.079259260 0.011157180
#> 33 -0.328817326 -0.205041542 0.41020479 -0.034353324 -0.051461296 -0.004320914
#> 34 -0.138742113 0.154516926 -0.04675622 -0.185883328 0.379689546 0.017962239
#> 35 0.333471712 -0.008395729 -0.19088357 0.119332455 0.070226017 0.176639853
#> 36 -0.055013256 -0.020663803 -0.02975471 -0.021980021 0.303056613 -0.196991691
#> 37 0.257561930 0.402290827 -0.03450839 0.146491722 -0.128708629 0.041085795
#> 38 -0.239258503 0.130860431 0.04360579 0.156824927 -0.079823555 0.013127502
#> 39 -0.431258613 0.170099103 0.13874251 0.015650546 -0.352048483 0.106985447
#> 40 0.135631964 -0.080692120 0.09562367 0.222405698 -0.159436117 0.115275000
#> 41 -0.097095307 0.045667964 0.15908558 0.021879024 -0.206422378 -0.040567409
#> 42 0.405853905 -0.218296851 -0.20525788 0.098599312 -0.016269195 -0.253608245
#> 43 -0.416199634 -0.008342459 0.08273205 0.351791698 0.138743696 0.103619279
#> 44 -0.097073191 -0.004117538 0.22824815 -0.083147424 -0.548935014 -0.061387268
#> 45 -0.311083861 0.190866447 0.15130412 -0.150487348 -0.010059766 0.154064726
#> 46 0.122609206 0.078353915 -0.52119327 0.024148626 -0.213083516 -0.053610033
#> 47 0.021774875 -0.045478425 -0.03989865 -0.114740692 -0.207936584 -0.052447981
#> 48 0.214623170 -0.042969155 -0.12866922 -0.343553160 -0.254682498 0.059232541
#> 49 0.319967003 -0.045215897 -0.12773237 0.081297555 -0.119973604 0.065329006
#> 50 0.027693652 -0.095080711 0.04788482 -0.022236214 0.220485998 -0.183754218
#> 51 -0.125553992 -0.265019149 0.14607975 0.021863235 0.267618315 -0.127138472
#> 52 0.565395444 -0.174216390 0.16613699 -0.171740231 -0.135621242 0.180116179
#> 53 0.139154913 -0.222785370 0.33757824 0.017612380 -0.193288301 -0.177649990
#> 54 0.166021914 0.482853968 0.37319418 0.102738565 0.035687209 0.088862324
#> 55 0.432447555 0.311157674 0.45983649 0.062249846 -0.051157037 0.126536646
#> 56 -0.306900990 -0.275755525 0.10196293 0.218836723 0.041751199 -0.118743435
#> 57 -0.463248078 -0.273369669 0.06031684 0.074297886 0.171708639 0.020231503
#> 58 -0.180314606 0.415367399 0.30690159 -0.100449743 0.011232321 0.099089903
#> 59 -0.250860012 0.256323124 -0.25428780 0.152193398 -0.227146346 -0.179079625
#> 60 -0.331643594 0.048362438 -0.14564638 0.092860061 0.270231904 -0.204015400
#> 61 0.124307010 0.308857645 -0.07069009 -0.115389158 0.221345327 -0.299341076
#> 62 0.196394157 -0.218529897 0.22036274 0.005168617 0.394724213 -0.034060580
#> 63 0.646300561 0.224309130 0.09014559 0.287339704 0.168802219 0.125720063
#> 64 0.321008580 -0.357756416 -0.13587198 -0.303151058 -0.131741898 0.233729362
#> 65 0.401032675 0.059885492 0.32506088 -0.126379172 0.140957043 0.084500707
#> 66 -0.075347227 0.066075020 -0.02843062 -0.151563399 0.241470592 -0.156589898
#> 67 -0.327595433 -0.267696148 -0.31941049 -0.033721177 0.184325807 0.046079364
#> 68 0.044839743 -0.035118936 -0.09419935 0.135948261 0.084206216 0.049947869
#> 69 0.263821613 0.123320859 0.07286169 -0.002547123 0.306481818 -0.014058706
#> 70 -0.135418084 -0.018231644 -0.09089514 -0.050272212 0.066316862 0.135093616
#> 71 -0.016974058 0.007561739 -0.03257122 0.242678038 -0.202890637 -0.253142539
#> 72 0.062604558 0.327333884 0.00892866 0.042185936 0.078820024 -0.096241350
#> 73 0.219016616 -0.030701408 0.09738161 -0.225794380 0.295098992 0.079733728
#> 74 -0.140957629 -0.052682947 -0.07453394 -0.144599457 0.090732189 -0.023488187
#> 75 0.403588149 -0.126407079 -0.07556093 -0.126169667 0.132214678 0.232826097
#> 76 0.381302414 0.112669047 -0.44182105 0.127476245 -0.093695917 -0.033050078
#> 77 -0.205735368 -0.094477806 -0.01400431 -0.260123899 0.360455935 -0.054360074
#> 78 -0.091481793 -0.098656528 -0.07538709 -0.041250950 0.149740233 0.076081022
#> 79 -0.338690073 0.162933685 -0.08850138 -0.256849342 0.357163318 0.024737255
#> 80 -0.374682874 -0.204501011 0.17335096 0.098544761 -0.199823674 0.263866700
#>
#> $cox_DKsplsDR
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKsplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 3.612e+00 3.702e+01 1.240e+00 2.914 0.00357
#> dim.2 9.813e+00 1.827e+04 3.261e+00 3.010 0.00262
#> dim.3 6.418e+00 6.125e+02 2.545e+00 2.521 0.01170
#> dim.4 1.456e+01 2.109e+06 4.812e+00 3.026 0.00247
#> dim.5 6.069e+00 4.321e+02 2.747e+00 2.209 0.02718
#> dim.6 1.248e+01 2.643e+05 4.979e+00 2.507 0.01216
#>
#> Likelihood ratio test=69.31 on 6 df, p=5.656e-13
#> n= 80, number of events= 17
#>
#> $DKsplsDR_mod
#> $x
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 6.217331e-01 -0.0465220822 0.026595227 -0.065314404 0.1251212801
#> [2,] -4.388382e-02 0.6190948819 0.096793458 0.075562559 -0.0758915299
#> [3,] 6.605645e-02 0.1336164114 0.582271929 0.019564284 0.0902045609
#> [4,] -5.228722e-02 0.0859514732 -0.006869755 0.608705967 -0.0179882787
#> [5,] 1.550882e-01 -0.0485629215 0.080710216 -0.001048585 0.5917662735
#> [6,] -1.065964e-01 -0.1117459605 -0.114976681 -0.075500479 0.0049514527
#> [7,] 2.743325e-02 -0.0788048605 -0.071452852 0.036521809 -0.0353202157
#> [8,] -7.412652e-02 -0.0751858031 0.089625661 0.006054485 0.0606455298
#> [9,] 1.368631e-01 0.0970363316 0.049792788 -0.013993407 -0.0602074625
#> [10,] 2.764584e-02 0.1943905020 -0.003261175 -0.014998154 -0.0299351749
#> [11,] -2.109642e-02 -0.1845361910 -0.130955111 -0.091559933 -0.0040888351
#> [12,] -4.280421e-02 -0.1194165460 -0.037896012 -0.019201040 -0.0351473803
#> [13,] -7.575517e-02 0.0020757438 -0.035325378 -0.091476512 -0.0439902704
#> [14,] -8.052366e-02 -0.0089521617 -0.009099111 -0.061250931 -0.0113861269
#> [15,] 1.350005e-01 -0.0067608741 0.021809262 -0.006598301 -0.0526300370
#> [16,] 7.121958e-02 -0.0177102248 -0.044191999 -0.069498054 0.2042315279
#> [17,] -1.012094e-01 -0.0222682549 -0.108468534 -0.074287884 -0.1009128139
#> [18,] 1.830092e-01 -0.0176450861 -0.032093439 -0.013078012 0.0206620147
#> [19,] -4.213534e-02 -0.0096642332 0.033184409 0.052454329 -0.0125750358
#> [20,] 9.035864e-03 -0.0725151288 -0.051677591 -0.066009757 -0.0776937698
#> [21,] 1.040653e-01 0.0991056423 0.024512836 0.016932521 0.0364390325
#> [22,] 9.719908e-03 -0.0408669938 0.006861808 -0.143286474 0.0647118013
#> [23,] -6.984939e-02 0.0751254771 0.079039702 0.010843568 -0.0768313674
#> [24,] -1.362108e-02 -0.0578160719 0.026665964 0.021884239 0.0410271919
#> [25,] -2.279228e-02 -0.1238084159 -0.009480988 -0.119978732 -0.0411501223
#> [26,] -3.923682e-02 -0.1002886125 -0.059291358 0.025536732 -0.0966486128
#> [27,] -1.436628e-01 -0.0971645858 -0.088129728 -0.078109736 -0.0514954809
#> [28,] -3.235474e-02 -0.1240204009 0.069207836 -0.077738111 -0.0171075616
#> [29,] -6.544569e-02 0.0228221174 -0.024814336 -0.080699985 -0.1323908859
#> [30,] -9.055329e-02 -0.0467346965 -0.122315906 -0.026099429 -0.0362721550
#> [31,] 4.104757e-02 0.0612517821 0.131861844 -0.076447288 0.0528141351
#> [32,] -8.797451e-02 0.0684440815 -0.079336940 0.061336244 -0.0850920222
#> [33,] -4.697541e-03 0.1273623329 -0.036801663 -0.025635324 -0.1448653748
#> [34,] -6.887543e-02 -0.0774845136 -0.080165227 -0.018798792 -0.0955354207
#> [35,] -8.264663e-03 -0.1421162514 -0.111538577 -0.089283530 0.0379111280
#> [36,] 6.550653e-03 -0.0274039117 0.039072792 -0.021281708 0.0087248056
#> [37,] -2.859797e-02 -0.0957373694 0.018628296 -0.043755860 0.1160625407
#> [38,] -3.601256e-02 -0.0947260491 -0.068276890 -0.066446693 -0.1089197151
#> [39,] -2.549632e-02 -0.0233130295 -0.107706806 -0.121702056 -0.0809451739
#> [40,] 3.828981e-02 -0.0056288130 0.083513300 -0.029784608 0.0657150530
#> [41,] -9.937892e-02 0.0587457301 -0.064636620 0.137150875 -0.1051667465
#> [42,] 7.014503e-02 -0.1242702820 0.002762682 -0.028284275 0.0700650207
#> [43,] -2.079736e-02 -0.0280097388 -0.053407188 0.017603376 -0.0127933953
#> [44,] -1.540313e-04 0.0703764769 -0.002547916 -0.063453693 -0.0963536389
#> [45,] -6.020924e-02 -0.0282053249 -0.068805823 -0.050014598 -0.1516929304
#> [46,] -5.564846e-02 -0.1561611603 -0.042226024 -0.034418504 0.2051638712
#> [47,] 9.358955e-02 0.0631491944 0.091255884 0.018787875 0.0693418512
#> [48,] -9.983991e-02 0.0336424216 -0.087705478 0.127503866 -0.0486293188
#> [49,] 6.521668e-02 -0.0634521267 -0.062210960 -0.084234791 0.1826161066
#> [50,] 3.691770e-02 -0.0003201494 -0.069591688 0.065619898 -0.0337211363
#> [51,] 4.538771e-02 0.0656258608 -0.046522987 0.188043078 -0.0343387385
#> [52,] -4.879991e-02 0.1513972955 0.084722282 -0.067466878 0.0061497195
#> [53,] 1.175226e-01 0.0378656052 -0.003812404 -0.062375964 -0.0808558147
#> [54,] -8.999102e-02 0.1016326869 0.001504754 0.096471494 0.0328853367
#> [55,] -2.357573e-02 0.1473838655 0.102712216 0.072022665 0.0573563963
#> [56,] 1.643829e-01 -0.0371669813 -0.029867667 0.106663356 -0.0599909678
#> [57,] 1.428987e-01 0.0172425782 -0.051557476 -0.002789887 -0.0420335303
#> [58,] -9.577239e-02 0.1053569583 -0.108979396 0.004434934 -0.0734322712
#> [59,] 1.163081e-02 -0.1388746949 -0.086992337 -0.020230682 -0.0080959092
#> [60,] -6.374366e-02 -0.1095730031 -0.032104795 -0.012367999 -0.0199415441
#> [61,] -1.207544e-01 -0.0670964335 0.015084034 0.026960292 -0.0510595084
#> [62,] -4.003960e-03 0.0809160398 0.008448568 0.061878593 -0.0135300278
#> [63,] -8.788332e-02 -0.1039324511 0.056777250 -0.006528093 0.0111999277
#> [64,] 5.902253e-02 0.1443184711 0.076174538 -0.005517390 0.1378730474
#> [65,] 3.475756e-02 0.1445695098 0.063231522 0.119524888 -0.0369677402
#> [66,] -6.486695e-03 -0.0059672999 0.184488879 0.009696232 -0.0446791992
#> [67,] 9.670542e-03 -0.0464270407 0.075595973 0.048769035 -0.0526361403
#> [68,] 8.668347e-02 -0.0692233911 0.001562931 -0.058320474 0.0674254514
#> [69,] 9.077011e-02 0.0656659044 0.113346061 0.038635032 0.1704825215
#> [70,] -4.737696e-02 -0.0730870509 -0.075177068 0.009455389 -0.0881166795
#> [71,] -1.542133e-02 -0.0213489837 -0.052593619 0.106152734 0.0372501499
#> [72,] -6.058486e-02 -0.1310624534 -0.012152287 -0.087743052 -0.0288718801
#> [73,] -7.603408e-02 0.0218271380 -0.039123965 -0.031858246 -0.0624577000
#> [74,] -3.182623e-02 0.1128554854 0.052734046 0.157031145 0.0015965615
#> [75,] 1.623868e-02 0.0738815569 0.053833607 -0.022006787 0.0649004494
#> [76,] -9.299033e-05 -0.1406291983 -0.054724071 -0.046132860 0.3137601974
#> [77,] -1.047317e-01 0.0376061627 -0.011880230 0.091743672 -0.1027436984
#> [78,] -2.027617e-02 0.0383848684 0.125469676 -0.028281124 -0.0007636247
#> [79,] -1.029130e-01 0.0028256473 -0.039020004 0.018320665 -0.1009132301
#> [80,] 3.655671e-02 0.0606615730 -0.040086168 -0.062976756 -0.0742487422
#> [,6] [,7] [,8] [,9] [,10]
#> [1,] -0.112014896 0.0236240268 -0.082659158 0.105261850 0.052939364
#> [2,] -0.114526170 -0.0799758165 -0.081080173 0.068073331 0.222322295
#> [3,] -0.080933937 -0.0358008546 0.120554244 0.057652740 0.061493571
#> [4,] -0.067891774 0.0457397673 0.010549030 -0.032567494 0.023322553
#> [5,] 0.029499851 -0.0091625634 0.082079768 -0.061841855 0.025325226
#> [6,] 0.616314672 -0.0401455676 -0.004419341 -0.061634271 -0.070240989
#> [7,] -0.041754821 0.6179239259 -0.006625585 -0.010831922 -0.041255168
#> [8,] -0.001305181 -0.0019021707 0.613200512 -0.094679497 -0.065419858
#> [9,] -0.035451480 0.0169601227 -0.071610866 0.590131881 -0.030141643
#> [10,] -0.100952991 -0.0703579163 -0.099246021 -0.087036437 0.647026675
#> [11,] 0.026574894 0.1077990418 0.094741221 -0.080498909 -0.104183636
#> [12,] 0.063492448 0.0799996545 -0.042055286 -0.121836541 -0.094869427
#> [13,] -0.021360069 -0.1624192214 0.007050596 -0.020536008 -0.009711742
#> [14,] 0.138312824 0.0239597836 -0.020160920 -0.068883221 -0.073404205
#> [15,] -0.120103368 -0.0379279174 -0.002202646 0.190701126 -0.019347776
#> [16,] 0.025003768 -0.1041076726 0.022051474 0.005867227 -0.063401054
#> [17,] 0.018438033 -0.0647921195 -0.109077466 -0.012955832 -0.100800606
#> [18,] 0.037533162 -0.0222540894 -0.028263157 0.071453492 -0.035071902
#> [19,] -0.059392691 -0.0099013194 -0.023364960 0.155831667 -0.064970423
#> [20,] 0.021487686 0.1788979121 -0.015785126 0.053061265 -0.085253564
#> [21,] -0.054511063 0.0604217835 -0.108110046 -0.032240588 0.185486461
#> [22,] 0.038887501 -0.0341012098 0.008047178 -0.013366068 -0.078750695
#> [23,] -0.058243967 -0.0436021790 -0.015416779 -0.032954062 0.069629698
#> [24,] -0.013211879 0.0462064694 0.056170700 -0.073161736 -0.054988887
#> [25,] 0.150744458 0.1220920984 -0.013024045 -0.030891583 -0.107517468
#> [26,] 0.079610097 0.1031881500 -0.069800655 -0.071170558 -0.030731920
#> [27,] 0.048203313 -0.1161914400 -0.002380777 -0.074395787 -0.077546219
#> [28,] -0.060659315 -0.0568287619 0.080434243 -0.001717745 -0.127536726
#> [29,] 0.062624379 -0.0618321338 -0.156831845 0.084840402 -0.051616702
#> [30,] 0.025163000 0.0759567214 -0.130995414 -0.131486267 0.016137061
#> [31,] -0.045886290 -0.0281972905 -0.043208738 -0.013823751 -0.012103332
#> [32,] -0.093019042 0.0136606442 -0.087629876 -0.174046036 0.096634853
#> [33,] 0.003127973 -0.1098595873 -0.144146766 0.120759894 0.064917621
#> [34,] -0.045694519 -0.0679991279 0.028681199 -0.050864289 -0.121122311
#> [35,] 0.025561161 -0.1508637732 0.014087058 -0.150767380 -0.044316949
#> [36,] -0.044604001 -0.0333113288 0.034951599 -0.058630372 0.038837025
#> [37,] 0.005347487 0.0041842901 0.004013998 -0.025039545 -0.060540583
#> [38,] 0.102507950 -0.0376822482 -0.088515459 -0.030629766 -0.077182818
#> [39,] 0.147513341 0.0791081461 -0.161395212 0.021754945 -0.016187391
#> [40,] 0.002285011 -0.0363495976 0.005154538 0.074337202 -0.076998717
#> [41,] 0.020924683 0.0289465739 -0.046815106 0.031065978 -0.061522397
#> [42,] -0.060869390 -0.0285240324 0.186156627 -0.058388112 -0.007402649
#> [43,] -0.028473593 0.0108761936 -0.086660574 -0.128413171 0.051582799
#> [44,] 0.082990044 -0.0533103996 -0.124483309 0.069938438 0.032741587
#> [45,] 0.031945488 0.0510632853 -0.040088430 0.179513778 -0.108553317
#> [46,] 0.168313232 -0.0090272520 0.128664500 -0.173631932 -0.045414448
#> [47,] -0.024142895 0.0253495447 -0.023637485 0.074907072 0.075841894
#> [48,] 0.050599483 -0.0488664436 0.013976846 0.004505912 0.001103949
#> [49,] 0.097431859 -0.0583623821 -0.022760983 -0.029699873 0.028730769
#> [50,] -0.103947897 0.0362975448 -0.006888028 -0.045958414 0.096440143
#> [51,] -0.076609519 -0.0329396694 -0.042417651 0.057392843 0.082369040
#> [52,] -0.049115238 -0.1538918065 0.019532169 0.095681534 0.028030519
#> [53,] -0.022340638 -0.0593340553 -0.060379727 0.323447322 -0.026961215
#> [54,] 0.048564344 -0.0432479425 0.018491329 -0.120166825 0.247129192
#> [55,] -0.043705735 -0.0607835309 0.001703565 0.026213837 0.089743854
#> [56,] -0.097595882 0.0567916817 -0.093702765 -0.010497044 0.064366001
#> [57,] -0.083961982 -0.0032946980 -0.108399534 0.009228616 0.010496280
#> [58,] 0.103308897 0.0359745471 -0.078823756 -0.060519403 0.124401813
#> [59,] 0.022798246 0.2150063290 0.021221788 -0.150507425 0.008247805
#> [60,] 0.083816874 0.0992639278 -0.027643836 -0.114416037 -0.034028095
#> [61,] -0.059053535 0.0911916331 0.090712389 -0.062819538 -0.039836101
#> [62,] -0.065151239 -0.0685069304 -0.029883313 0.041380395 0.098329144
#> [63,] -0.075919539 -0.0279481198 0.165044908 -0.021140342 -0.142026733
#> [64,] -0.018744878 -0.1350854407 -0.010636823 0.048471997 -0.009076522
#> [65,] -0.052939798 -0.0230147708 0.107036602 0.154595066 0.055385917
#> [66,] -0.057567092 -0.0096405643 0.061645635 0.005879840 0.067120972
#> [67,] -0.096040005 0.0191802662 0.011894818 -0.036422338 -0.080135023
#> [68,] -0.095179415 0.1285258195 0.037173366 0.104494242 -0.041981237
#> [69,] -0.121179974 0.1030513770 0.096609680 0.037755785 0.084785106
#> [70,] 0.081590860 0.0355766380 0.084603967 -0.007648857 -0.132154385
#> [71,] -0.053275663 0.0583202516 -0.048804852 -0.127540118 0.017265795
#> [72,] -0.003954993 -0.0289477299 0.071205275 0.031140341 -0.138836741
#> [73,] 0.030729656 -0.1023891243 -0.007721275 -0.005456999 0.072089798
#> [74,] -0.051479965 -0.0348716861 -0.010198648 -0.014666216 0.090676133
#> [75,] -0.001201694 -0.0672571046 0.185025062 0.092399884 -0.042866576
#> [76,] 0.015180229 -0.0219560596 0.094871548 -0.135888401 -0.055176049
#> [77,] 0.020875981 -0.0040920149 -0.009768206 -0.033292497 -0.016434894
#> [78,] -0.053735062 -0.1013142258 0.025436784 -0.032246030 -0.051943563
#> [79,] -0.014203406 -0.0005660492 -0.007246543 -0.060383051 -0.040738280
#> [80,] 0.054603595 -0.0024002119 -0.107807057 0.060450237 -0.060649977
#> [,11] [,12] [,13] [,14] [,15]
#> [1,] 0.0042753850 -0.0748990772 -7.986833e-02 -1.109362e-01 0.1157159416
#> [2,] -0.1565261185 -0.1488731442 6.008496e-04 -3.672641e-02 -0.0234071220
#> [3,] -0.0661220849 -0.0305296563 2.268161e-05 -5.040287e-05 0.0419859677
#> [4,] -0.0531609461 -0.0382687237 -8.256249e-02 -7.863626e-02 -0.0128556340
#> [5,] 0.0512498459 -0.0372753700 -1.813656e-02 -1.183176e-02 -0.0419476765
#> [6,] 0.0573651765 0.0368160597 -2.005475e-02 1.133188e-01 -0.1339694058
#> [7,] 0.1369800704 0.0517140124 -1.627232e-01 -2.643505e-03 -0.0534032092
#> [8,] 0.1286456639 -0.0656175141 1.147007e-02 -4.204079e-02 -0.0129545237
#> [9,] -0.0235258352 -0.1223301378 6.952099e-03 -6.769447e-02 0.2030178786
#> [10,] -0.1041053557 -0.1522578176 -3.911843e-02 -1.291102e-01 -0.0639258162
#> [11,] 0.6471049545 0.0571807410 3.870308e-03 -1.226558e-01 -0.0215398849
#> [12,] 0.1146474116 0.5896382838 3.533007e-03 8.562505e-02 -0.0339309665
#> [13,] 0.0333552749 -0.0244486974 6.176200e-01 -1.064980e-01 0.1464591234
#> [14,] -0.0668715194 0.0839426981 -8.019864e-02 5.913206e-01 -0.1619457942
#> [15,] 0.0231164355 -0.0467413167 1.616305e-01 -1.730738e-01 0.6024486340
#> [16,] -0.0214893895 -0.1312721013 -3.513663e-02 6.670873e-03 -0.0227099824
#> [17,] -0.0188635976 0.1418079661 1.119376e-01 4.130467e-02 -0.0191021873
#> [18,] -0.0334769697 0.0144834935 -7.773780e-02 -1.757466e-02 0.0708977165
#> [19,] -0.0192213041 -0.0394697274 5.670272e-02 -4.153709e-02 0.1056912649
#> [20,] 0.0535124679 0.0350054998 -1.245959e-01 1.937779e-01 -0.0708865816
#> [21,] -0.0954056563 -0.1089518450 -1.149085e-01 -7.650341e-03 -0.0524840510
#> [22,] 0.0040060974 0.0569592430 6.698318e-02 6.754598e-02 0.0028721464
#> [23,] -0.0875198757 -0.0393509756 7.132327e-02 -2.981704e-02 0.0318607307
#> [24,] 0.0005686812 -0.0449215620 -1.558672e-01 1.412828e-01 -0.1160771829
#> [25,] -0.0206049131 0.1894624442 -6.882266e-02 1.516911e-01 -0.0361763730
#> [26,] 0.1094727331 0.1721960160 -1.151675e-01 3.380428e-02 -0.1147158566
#> [27,] 0.0822481932 0.0308586572 3.130257e-01 -1.155350e-01 0.0192479504
#> [28,] 0.0037784416 -0.0467388954 4.216680e-03 -1.418366e-01 0.1095449895
#> [29,] -0.0552758698 0.0220575177 -4.271684e-02 -5.486391e-03 -0.0005669311
#> [30,] -0.0215366092 0.0675324480 -1.248812e-01 3.760230e-02 -0.1501185685
#> [31,] -0.0504170857 0.0001149949 9.034978e-04 1.400196e-02 0.0359350874
#> [32,] -0.1054566986 0.0004836162 -1.000133e-01 -3.075000e-02 -0.1214161859
#> [33,] -0.1118231945 -0.0930830761 8.141323e-02 -4.440691e-02 0.0482754084
#> [34,] -0.0226599163 0.0412569967 6.176974e-04 1.006058e-01 -0.0418854186
#> [35,] -0.0150283790 -0.0994188899 1.794617e-02 -1.193130e-01 -0.0774469865
#> [36,] 0.0069480704 0.0935943646 1.221118e-02 -3.822012e-03 0.0121023209
#> [37,] 0.0383554902 -0.0150405460 -9.242481e-02 6.494721e-02 -0.0709715747
#> [38,] 0.0876725963 0.1589683222 -7.747655e-03 2.005634e-02 -0.0149179511
#> [39,] 0.0090149845 0.0459225548 -1.035268e-01 1.024504e-01 -0.1289530948
#> [40,] -0.0882813534 -0.0353653739 -5.033107e-02 5.350038e-02 0.0177058718
#> [41,] -0.0659847911 -0.0231581510 -7.222981e-02 -3.027611e-02 0.0021896213
#> [42,] 0.0774650246 -0.0950052213 6.587956e-02 -1.720454e-01 0.1350739778
#> [43,] -0.0040584230 0.1285161234 -1.130526e-03 1.653827e-02 -0.0311393746
#> [44,] -0.1039565335 -0.0655262738 -7.707106e-02 -2.869237e-02 -0.0737674571
#> [45,] 0.0596981266 0.0133679118 -3.146883e-02 2.435300e-02 0.0063289433
#> [46,] 0.0880390057 0.0935978952 -5.391372e-02 3.250975e-02 -0.1587201701
#> [47,] 0.0047210286 -0.0634898663 -3.592806e-02 -4.327193e-02 0.0003970966
#> [48,] 0.0073477570 -0.1112762594 -1.298959e-02 -1.550911e-01 -0.0376600749
#> [49,] 0.1335523341 -0.0170276986 1.259291e-01 -5.083316e-02 -0.0618380647
#> [50,] 0.0468326967 -0.0237627157 2.894197e-02 -1.224440e-01 0.0296263925
#> [51,] -0.0160089618 -0.0361741484 1.053043e-01 -1.408295e-01 0.1682747139
#> [52,] -0.1069502467 -0.2000035685 1.207177e-01 -9.125669e-02 0.0499921436
#> [53,] -0.0646860827 -0.0998651312 7.116280e-02 -1.101978e-01 0.2272997265
#> [54,] -0.0308862532 -0.0299809546 -4.262745e-02 1.810567e-02 -0.1021840144
#> [55,] -0.1232596317 -0.1460314083 -5.911701e-02 2.936233e-02 -0.0605603424
#> [56,] -0.0584900445 -0.0190211353 -7.545836e-02 -1.168341e-01 0.0808474952
#> [57,] -0.0711632056 -0.0420223582 -5.945108e-02 -1.675119e-03 0.0176340864
#> [58,] -0.0148053252 0.0034210523 -2.979897e-02 1.487238e-01 -0.1192042394
#> [59,] 0.1092898241 0.1292829070 -1.417805e-01 3.434006e-02 -0.1172667003
#> [60,] 0.0363011041 0.2159081076 2.534595e-02 1.147866e-01 -0.0131245032
#> [61,] 0.0643734493 0.0213894624 -2.552549e-02 -4.601091e-03 -0.0327098864
#> [62,] -0.0247791512 0.0155026678 2.638165e-01 -6.540028e-02 0.1469990779
#> [63,] 0.0064040280 -0.0892789772 -4.172785e-02 -1.076812e-01 0.0483996533
#> [64,] -0.1011718884 -0.1056498518 8.582348e-02 -2.996221e-02 -0.0206843340
#> [65,] 0.0067302809 -0.1416447123 -5.694026e-03 -7.550873e-02 0.0708290603
#> [66,] 0.0019396500 0.0403282824 -4.362373e-02 5.249321e-02 -0.0091733386
#> [67,] -0.0449282254 0.1314729575 -2.184756e-02 5.134791e-02 0.0167621114
#> [68,] 0.0433821153 -0.0653454274 -5.860157e-02 -6.397929e-04 0.0935093411
#> [69,] 0.0150074330 -0.0837851552 -1.613103e-02 1.959759e-02 0.0229010539
#> [70,] -0.0389550640 0.0049798466 -8.622236e-02 6.230350e-02 0.0095053239
#> [71,] 0.0307364328 0.0801930613 -5.673391e-02 -1.054209e-01 -0.0536723403
#> [72,] 0.0222415669 -0.0041909493 -6.438264e-02 4.718861e-02 -0.0012609491
#> [73,] 0.0581645595 -0.0649882508 2.513720e-01 -2.328019e-02 0.0206405797
#> [74,] -0.0646475284 0.0618960342 3.197679e-03 8.261607e-03 -0.0289820310
#> [75,] -0.0236877755 -0.1197035877 1.003749e-01 4.913286e-02 0.0311326237
#> [76,] 0.1487500262 0.0321333817 -8.570528e-03 -5.669788e-02 -0.0981564404
#> [77,] -0.0730282528 0.0372763845 8.795502e-02 9.539292e-02 0.0052534411
#> [78,] -0.1253225295 0.0390559440 2.406521e-03 9.783219e-02 -0.0344748317
#> [79,] -0.0346708415 0.0977135958 2.857580e-03 1.921067e-01 -0.0684710339
#> [80,] -0.1244809893 0.0057547044 -6.549966e-02 5.838309e-02 -0.0259984100
#> [,16] [,17] [,18] [,19] [,20]
#> [1,] 0.066930360 -1.194536e-01 0.149011702 -0.0684086052 -0.0088732480
#> [2,] -0.019361179 -3.787420e-02 -0.049004319 -0.0332992309 -0.0877859749
#> [3,] -0.009019999 -8.725153e-02 -0.026629718 0.0463723646 -0.0301254838
#> [4,] -0.060760093 -7.950492e-02 -0.034048331 0.0392082456 -0.0708916886
#> [5,] 0.229909182 -8.919015e-02 0.016631390 -0.0088814250 -0.0656360075
#> [6,] 0.026133024 5.612297e-03 0.008954139 -0.0802474792 0.0089970494
#> [7,] -0.104587670 -7.922711e-02 -0.052442367 -0.0323653610 0.1647980220
#> [8,] 0.026294890 -1.187890e-01 -0.053728020 -0.0411055873 -0.0251616021
#> [9,] 0.033179274 4.012227e-04 0.069057259 0.1611596704 0.0667534198
#> [10,] -0.092983800 -1.443383e-01 -0.094362928 -0.1165372138 -0.1284562024
#> [11,] -0.051150416 -6.247962e-02 -0.092846276 -0.0708663743 0.0102315493
#> [12,] -0.103466457 1.556586e-01 0.012580858 -0.0336481269 0.0491912519
#> [13,] -0.035312685 9.780657e-02 -0.107622137 0.0345426172 -0.1383918185
#> [14,] 0.032794164 5.347297e-02 -0.021159644 -0.0373978469 0.2062813042
#> [15,] -0.007714688 -1.806189e-02 0.056184731 0.0987025151 -0.0695111797
#> [16,] 0.617443928 -2.631925e-02 0.129667259 -0.1339769709 -0.0512882465
#> [17,] -0.012364258 6.034889e-01 0.091929218 0.0118721441 0.0003937444
#> [18,] 0.159375539 1.076825e-01 0.587735649 -0.0645547057 -0.0026378967
#> [19,] -0.111992927 1.990120e-02 -0.072278941 0.5954598843 0.0426372981
#> [20,] -0.037668354 5.864441e-05 -0.018726284 0.0342731465 0.6038240359
#> [21,] 0.123476107 -9.817205e-02 0.077492674 -0.1705349419 -0.0542531150
#> [22,] 0.068693970 -8.468473e-03 -0.028407718 -0.0977098970 -0.0361526952
#> [23,] -0.035330238 5.028243e-02 -0.017662926 -0.0031686662 -0.0877131891
#> [24,] 0.118254445 -8.835175e-02 -0.024292011 -0.0725935762 0.1029463193
#> [25,] -0.063319098 9.036546e-02 0.073635354 -0.0442921056 0.0654322190
#> [26,] -0.113960232 8.299901e-02 -0.029335325 -0.0487022050 0.1003301250
#> [27,] -0.068388410 9.805951e-02 -0.107951464 -0.0012133964 -0.1766385534
#> [28,] -0.001622326 -6.198879e-02 -0.043122323 -0.0402159971 -0.1285498112
#> [29,] -0.030517712 1.969029e-01 0.044296606 0.0344398647 0.0062104121
#> [30,] -0.060198608 6.318896e-02 0.005521514 -0.1049727512 0.0085547207
#> [31,] 0.011878237 -2.993581e-02 -0.048033075 -0.0372790052 -0.0841653587
#> [32,] -0.075465877 -8.416281e-02 -0.105444154 -0.1383965480 -0.0788480240
#> [33,] -0.035631798 4.891003e-02 -0.042493990 0.0311173885 -0.0152384999
#> [34,] -0.061313235 1.139695e-01 -0.015075793 0.1375511020 0.0585551838
#> [35,] 0.037725516 -1.203499e-01 -0.108728448 -0.1248300227 -0.1146395189
#> [36,] -0.071689684 5.377469e-02 -0.022898950 0.0880182097 -0.0633503226
#> [37,] 0.046466912 -4.365558e-02 -0.015215571 0.0418989384 0.0695317569
#> [38,] -0.045538579 1.025206e-01 0.092019331 -0.0243276693 0.0026026060
#> [39,] 0.032391313 1.095662e-01 0.075964966 -0.1238092053 0.0755305949
#> [40,] 0.156959919 -8.043477e-02 -0.040214280 -0.0454415822 -0.0102119804
#> [41,] -0.048755387 -3.362717e-02 0.020431700 -0.0172048112 -0.0160410493
#> [42,] 0.012865795 -1.197013e-01 0.007850574 -0.0428181785 -0.1282855901
#> [43,] -0.025585720 5.176249e-02 -0.031491327 -0.0542954330 0.0379386657
#> [44,] -0.024558809 -3.486461e-02 -0.030769787 -0.1350203675 -0.0313113893
#> [45,] -0.086320411 1.710411e-01 0.085001688 0.0649258201 0.2468205833
#> [46,] 0.073872326 -5.391044e-02 0.015184274 -0.1337620344 -0.0629878014
#> [47,] 0.006181738 -3.390767e-02 0.074293645 -0.0365046921 0.0239165291
#> [48,] -0.070162191 -7.016522e-02 -0.021595015 -0.0406428412 -0.0862480641
#> [49,] 0.163644954 1.081363e-02 0.015627736 -0.0942271847 -0.1235882691
#> [50,] -0.095953507 -3.870394e-02 -0.018277869 -0.0103413885 -0.0949142121
#> [51,] -0.078348808 1.305912e-03 0.020947775 0.1700244329 -0.0614060243
#> [52,] 0.130471689 -5.454949e-02 -0.074955589 -0.0716772284 -0.1351415190
#> [53,] 0.005855124 -1.227518e-02 0.066131365 0.0856135585 -0.0550779662
#> [54,] -0.002794088 -1.315257e-02 -0.007280324 -0.0647398749 -0.0483926758
#> [55,] 0.104055604 -7.696124e-02 0.044858448 -0.0204278357 -0.0736736694
#> [56,] -0.021576109 -5.337497e-02 0.103059958 -0.0354940408 0.0455311900
#> [57,] 0.034990347 3.836064e-02 0.129138856 0.0643724479 0.0632403009
#> [58,] -0.035918582 5.193385e-02 -0.042261263 -0.0431211988 0.0688178073
#> [59,] -0.101928029 -9.836763e-02 -0.012050374 -0.1157529321 0.1161143602
#> [60,] -0.108618274 1.691493e-02 -0.033934050 0.0934162511 -0.0024739694
#> [61,] -0.131995517 2.059284e-02 -0.103034145 0.1793745864 0.0451821243
#> [62,] -0.062352585 5.216761e-02 -0.053715896 0.1057012120 -0.1175849330
#> [63,] 0.007059023 -1.606588e-01 -0.155729810 -0.0204102488 -0.0706034324
#> [64,] 0.137922475 1.555737e-02 0.030895969 -0.0776018558 -0.1136273783
#> [65,] 0.036602900 -2.058060e-02 0.103581645 0.0241484741 -0.0653630283
#> [66,] -0.098020462 -6.150987e-02 -0.088246615 0.0838159683 0.0581486856
#> [67,] -0.042350532 5.491698e-02 0.106558740 -0.0001752431 0.0519446995
#> [68,] 0.124516874 -2.047426e-02 0.020025266 0.0053897486 0.1492246355
#> [69,] 0.010782370 -3.789074e-02 -0.043189807 0.1727800481 0.0692872231
#> [70,] -0.050506876 -3.401347e-03 0.084914875 0.0001678800 0.0744549284
#> [71,] -0.096345494 -9.708724e-02 -0.107869032 -0.0904169566 -0.1115863920
#> [72,] -0.029385473 -2.250100e-02 -0.016107781 0.1361334755 0.0657047922
#> [73,] -0.061426373 4.655930e-02 -0.106377976 0.0447500666 -0.0458826287
#> [74,] -0.075982846 -5.236767e-03 -0.014389220 0.0576145043 0.0172375031
#> [75,] 0.081319153 -1.174347e-01 -0.047469990 0.0555180446 0.0183639737
#> [76,] 0.137814179 -3.495315e-02 -0.035182716 -0.0847564387 -0.0743701914
#> [77,] -0.143069924 -1.333626e-03 -0.139815459 0.1733244079 0.0205435439
#> [78,] 0.006163973 4.750632e-03 -0.009663387 0.0773786176 -0.0189703348
#> [79,] -0.103915276 1.065560e-01 -0.094119892 0.1427448496 0.2589162333
#> [80,] 0.043204292 5.677753e-02 0.140067152 -0.1036432037 -0.0081384561
#> [,21] [,22] [,23] [,24] [,25]
#> [1,] 0.090619247 -0.0014849392 -0.101990614 -0.0202309310 -0.045223180
#> [2,] 0.088297869 -0.0494335744 0.045622523 -0.0617876610 -0.143601052
#> [3,] 0.050528016 0.0351181813 0.086359702 0.0595173282 0.007549329
#> [4,] 0.016513663 -0.1414641401 -0.008270472 0.0283015644 -0.129382454
#> [5,] 0.052959868 0.0834738291 -0.079005713 0.0643842112 -0.033614150
#> [6,] -0.062538626 0.0331011306 -0.084966711 -0.0144032587 0.133732031
#> [7,] 0.050784967 -0.0414968344 -0.071934177 0.0434058363 0.103470418
#> [8,] -0.113023449 0.0053749672 -0.039025363 0.0580934811 -0.026922311
#> [9,] -0.014085360 0.0070303524 -0.033494015 -0.0481703241 -0.021721218
#> [10,] 0.146746896 -0.1152490678 0.012194952 -0.0868922684 -0.155241897
#> [11,] -0.134223502 -0.0325705557 -0.145032902 -0.0314129804 -0.068407622
#> [12,] -0.090303020 0.0778492605 -0.039397331 -0.0194365530 0.199126406
#> [13,] -0.124241379 0.0598914921 0.043295215 -0.1583638974 -0.087140404
#> [14,] 0.009316131 0.0867536454 -0.031545745 0.1650854697 0.159672676
#> [15,] -0.046645576 0.0109518137 0.019004025 -0.1034025241 -0.039322761
#> [16,] 0.114319288 0.0617783434 -0.063182238 0.1159338098 -0.081460781
#> [17,] -0.093373876 -0.0014291074 0.036385422 -0.0767173898 0.086178773
#> [18,] 0.098044134 -0.0056150653 -0.015806647 0.0030956335 0.085201951
#> [19,] -0.157707717 -0.0826414800 -0.009036622 -0.0529301677 -0.040449744
#> [20,] -0.049790042 -0.0294484297 -0.101945297 0.1142455762 0.060910429
#> [21,] 0.608287109 0.0064104031 0.040671763 0.0342392165 -0.018087377
#> [22,] 0.004169211 0.6105283013 -0.013084141 -0.0832365189 0.129280217
#> [23,] 0.059366944 0.0078522325 0.589591928 -0.0763280029 -0.018602467
#> [24,] 0.027403033 -0.0878315104 -0.101859368 0.6151232928 -0.059633604
#> [25,] -0.009102514 0.1405062723 -0.028312784 -0.0438125573 0.599302246
#> [26,] -0.066718402 -0.0492328147 -0.043614507 0.0233115525 0.050174113
#> [27,] -0.141575124 0.0570740143 0.063894286 -0.1178176185 -0.080594080
#> [28,] -0.087568924 0.0582237046 0.022111951 0.0088534069 -0.045293922
#> [29,] -0.048899320 -0.0558503319 -0.008992030 -0.0488534078 0.002833981
#> [30,] 0.054375657 -0.0543848539 -0.043312532 -0.0007616213 0.004643984
#> [31,] 0.043263553 0.1589110737 0.054757846 0.0449079634 0.017597299
#> [32,] 0.059747412 -0.0086841900 0.014403313 -0.0559280740 -0.051393890
#> [33,] 0.051056644 -0.0297125588 0.041590151 -0.1341833577 -0.018493077
#> [34,] -0.156572638 -0.0806358682 -0.030067764 0.0563930732 -0.017153883
#> [35,] -0.102925433 -0.1114400150 -0.080528257 -0.0057919755 -0.168685703
#> [36,] -0.084281678 0.0389675653 0.131848161 -0.0224068069 0.048501175
#> [37,] -0.035027846 -0.0200691101 -0.120268568 0.2475622898 -0.019377876
#> [38,] -0.011874051 0.0042816751 -0.054196316 0.0614608770 0.037613086
#> [39,] 0.109834101 0.0036541923 -0.026603269 0.0045891119 0.118853145
#> [40,] 0.039169633 0.1712884780 -0.023311364 0.0329107799 0.067487446
#> [41,] 0.032135913 -0.0097868007 0.006366720 -0.0573480717 -0.023246239
#> [42,] -0.060126249 -0.0392827074 0.063950167 -0.0688947649 -0.071205983
#> [43,] 0.125473354 0.1043781089 -0.017320348 -0.0542123962 0.035748857
#> [44,] 0.061370311 0.0564284140 0.016829522 -0.0289240901 -0.007886013
#> [45,] -0.103298319 -0.0492940872 -0.053989559 -0.0605606790 0.036466675
#> [46,] 0.008023394 0.0375714811 -0.042906601 0.0264147909 0.091627654
#> [47,] 0.140202448 -0.0573707612 -0.001608197 0.0657112744 -0.023145260
#> [48,] -0.090745237 -0.0710020681 -0.102026247 -0.0762843151 -0.124707533
#> [49,] 0.012876660 0.0428635959 0.030100631 -0.0556384068 -0.065643707
#> [50,] -0.024822247 -0.1184492213 0.064486679 -0.1240459698 -0.095841030
#> [51,] -0.044633516 -0.1042931495 -0.047297640 -0.1393935163 -0.096129329
#> [52,] 0.024328658 0.0566893219 0.108369595 -0.0382148908 -0.112420657
#> [53,] -0.047568083 0.0187363766 0.035087718 -0.0822475276 -0.028750835
#> [54,] 0.108572961 -0.0636516168 0.060584758 0.0031478761 -0.079162928
#> [55,] 0.181804565 -0.0772879388 0.120399135 0.0475625618 -0.101557798
#> [56,] 0.155412843 -0.1328953960 0.026389294 -0.0274529986 -0.065817853
#> [57,] 0.083615334 -0.0930436055 -0.034757170 0.0252623192 -0.015367828
#> [58,] 0.036027584 -0.0917712692 -0.028661735 -0.0037620890 -0.011175908
#> [59,] 0.021156255 -0.0340461421 -0.132856665 0.0852820487 0.061395823
#> [60,] -0.026026317 -0.0433959725 0.067732458 -0.0328498575 0.188766500
#> [61,] -0.108716261 -0.1250098163 0.077267464 0.0599861376 -0.035179930
#> [62,] -0.026238864 0.0586451277 0.202828466 -0.1055927800 -0.058742003
#> [63,] -0.126085291 -0.0504959268 -0.045171454 0.0393183818 -0.104249538
#> [64,] 0.018511968 0.1432323331 0.008703524 -0.0330403233 -0.088619331
#> [65,] 0.006142107 -0.0885993614 0.079969294 -0.0226221679 -0.122488491
#> [66,] -0.055581439 0.0070204825 0.096296695 0.0261816043 0.020920633
#> [67,] 0.003919728 0.0001183817 0.049676807 0.0257050691 0.057596033
#> [68,] 0.055741205 -0.0216262467 -0.072080918 0.0960189327 0.053440216
#> [69,] -0.008429049 -0.0217574148 0.017680255 0.0368902461 -0.048312473
#> [70,] -0.104068714 -0.0099795159 -0.089164300 -0.0012943893 0.170625953
#> [71,] 0.029853426 0.0015230244 -0.069452845 -0.0969629574 -0.023258215
#> [72,] -0.130057252 -0.0493830822 -0.100825113 0.0589183724 0.019444164
#> [73,] -0.079730317 0.0226236600 0.105982216 -0.0952862552 -0.106918931
#> [74,] 0.014887806 -0.0412223475 -0.065542335 -0.0058050578 -0.022117052
#> [75,] -0.055031315 0.0963428052 -0.065394469 -0.0044059927 -0.055449161
#> [76,] -0.039664107 -0.0473515340 -0.117249888 0.0820622437 -0.044353911
#> [77,] -0.102578406 0.0071795974 0.097182684 -0.0771536677 0.058927667
#> [78,] -0.042726190 0.0483284625 -0.028862829 0.0702689607 0.058071080
#> [79,] -0.119079456 -0.0726706698 -0.002030677 0.0578700248 0.007578726
#> [80,] 0.130825212 0.0916389975 -0.021631584 -0.0331542574 0.228812705
#> [,26] [,27] [,28] [,29] [,30]
#> [1,] -0.048238481 -0.141243065 -0.0227743581 -0.071711255 -0.088730598
#> [2,] -0.106652006 -0.092106584 -0.1118017501 0.019194822 -0.042273740
#> [3,] -0.028831798 -0.046248772 0.1182494406 0.008381323 -0.081031996
#> [4,] 0.029562254 -0.062662819 -0.0551305450 -0.073938365 -0.011249558
#> [5,] -0.075683397 -0.019108870 0.0224396976 -0.108689572 -0.004482590
#> [6,] 0.076026914 0.056041525 -0.0456604545 0.061777294 0.032404166
#> [7,] 0.097995713 -0.109962482 -0.0434391550 -0.064288473 0.081588634
#> [8,] -0.070269678 0.008571595 0.0985472643 -0.154564770 -0.120640088
#> [9,] -0.048570950 -0.040374784 0.0394639072 0.110176108 -0.098062310
#> [10,] -0.065027106 -0.100420010 -0.1432498678 -0.083175789 -0.007333775
#> [11,] 0.075099268 0.059296123 -0.0120129801 -0.086913237 -0.045085725
#> [12,] 0.195289221 0.065373258 -0.0050636465 0.047886821 0.101450003
#> [13,] -0.120056000 0.319558599 0.0179102247 -0.044869243 -0.118945328
#> [14,] 0.055215132 -0.082702704 -0.1018436645 0.018660559 0.069837506
#> [15,] -0.104433002 0.040952201 0.1384098882 0.012452022 -0.129011364
#> [16,] -0.118672671 -0.061679454 0.0122472785 -0.032494053 -0.054086697
#> [17,] 0.092241562 0.118723463 -0.0341641961 0.208881550 0.083255865
#> [18,] -0.004339485 -0.071534228 0.0004555609 0.072028544 0.041341703
#> [19,] -0.031430600 0.027479604 -0.0043623486 0.054447568 -0.076876797
#> [20,] 0.109237578 -0.156309705 -0.1010603144 0.017853963 0.028286523
#> [21,] -0.062274022 -0.125709348 -0.0645424997 -0.041718841 0.069644386
#> [22,] -0.047029627 0.070698597 0.0790089360 -0.050911046 -0.041357317
#> [23,] -0.020474946 0.098455242 0.0638335557 0.016883629 -0.009348621
#> [24,] 0.020919749 -0.108788027 0.0250436468 -0.048509114 0.007670924
#> [25,] 0.063603356 -0.055743442 -0.0132826350 0.018999322 0.028897576
#> [26,] 0.612731489 -0.003928042 0.0041707328 0.168443731 0.142564465
#> [27,] -0.015349437 0.624152884 0.1872432353 0.026877148 -0.035707793
#> [28,] -0.014411311 0.180082587 0.6313135327 0.026564799 -0.068238546
#> [29,] 0.165707633 0.035562445 0.0424107449 0.615467587 0.056813206
#> [30,] 0.131740115 -0.035110747 -0.0604808514 0.048724954 0.623555839
#> [31,] -0.045882367 0.065973680 0.1175193520 0.030009405 -0.023469237
#> [32,] -0.001773171 -0.127939165 -0.1198376465 -0.106508539 0.120966497
#> [33,] -0.034890905 -0.057196559 -0.1065152495 0.156138602 -0.089870219
#> [34,] 0.037980441 -0.011352129 -0.0394983758 0.001783263 -0.033660232
#> [35,] -0.105987659 -0.001841125 0.0042000378 -0.127815853 -0.146261476
#> [36,] 0.091454655 0.062818177 0.0673002111 0.004799342 0.015506999
#> [37,] -0.050585926 -0.015027481 -0.0101244034 -0.004210794 0.005651006
#> [38,] 0.091403771 0.088161515 0.0503517912 0.186374580 0.066565860
#> [39,] 0.095981542 -0.053237619 -0.1029288633 0.198563107 0.227923641
#> [40,] -0.109814967 -0.077650746 0.0330365139 -0.024006305 -0.077188092
#> [41,] -0.022846127 -0.011267737 0.0352899402 0.056201907 0.009834261
#> [42,] -0.110370108 0.048490830 0.1488512475 -0.143947073 -0.051508910
#> [43,] 0.116486288 -0.038164097 -0.0629913039 0.019445008 0.146386675
#> [44,] 0.063021830 -0.024573063 0.0202632989 0.134148356 -0.043473269
#> [45,] 0.130663130 -0.034013227 -0.0584358197 0.188057062 0.014517243
#> [46,] -0.006258584 0.019255250 -0.0111513469 -0.132338204 0.035934210
#> [47,] -0.017398366 -0.072417625 -0.0011283782 -0.028657743 0.019829535
#> [48,] -0.044691240 0.016294956 -0.0473479205 -0.073102566 0.026744365
#> [49,] -0.075243963 0.167484708 -0.0361359778 -0.051506003 -0.039907707
#> [50,] -0.034613967 -0.013197734 -0.0986776798 -0.113000317 -0.007411870
#> [51,] -0.046506590 0.002400311 -0.0593431870 -0.024987406 -0.036584654
#> [52,] -0.163037532 0.047174171 0.0545503318 -0.057845722 -0.129741541
#> [53,] -0.090664565 0.073585546 0.1279693794 0.129638595 -0.086166256
#> [54,] 0.088729344 0.014437802 -0.0785335476 0.047980381 0.117559126
#> [55,] -0.101222491 -0.036295404 -0.0302968646 -0.001323750 -0.025651313
#> [56,] -0.016540863 -0.108724861 -0.0436124840 -0.028592586 -0.040702686
#> [57,] -0.036666540 -0.145723934 -0.0900879271 0.024541990 0.010624853
#> [58,] 0.043499677 -0.061048123 -0.1756317293 0.078253046 0.106305892
#> [59,] 0.148481575 -0.067176037 -0.0282521990 -0.068346704 0.121487021
#> [60,] 0.035874252 0.028652555 -0.0350039009 -0.010766381 0.081010450
#> [61,] 0.038293637 0.053240288 0.0608044528 -0.031986373 0.014725437
#> [62,] -0.061323312 0.237381213 0.0080575800 -0.058707335 -0.049086112
#> [63,] -0.163042279 -0.014461652 0.1166911247 -0.112203023 -0.177818588
#> [64,] -0.093095705 0.054233204 0.0599219111 -0.064360506 -0.083965926
#> [65,] -0.037680650 0.010110250 0.0161140094 -0.001885879 -0.058619879
#> [66,] 0.152983716 -0.053284107 0.0234028975 -0.018911758 -0.074236366
#> [67,] 0.012060281 -0.053704518 0.0634728843 -0.052040603 0.068823901
#> [68,] -0.093923496 -0.128340751 -0.0373579025 -0.093805129 -0.021444726
#> [69,] -0.046568602 -0.061306641 -0.0235743615 -0.075287192 -0.033459710
#> [70,] -0.015060570 -0.074465763 -0.0345154551 -0.051752431 -0.007417083
#> [71,] -0.024921725 -0.005366610 -0.0649232198 -0.098279242 0.074311270
#> [72,] 0.003140285 -0.010474463 0.1185915335 0.085569049 -0.032829182
#> [73,] 0.014856419 0.205367547 -0.0455719726 -0.024706094 -0.077493342
#> [74,] 0.036394662 -0.046970489 -0.0726909710 -0.068495013 0.061055438
#> [75,] -0.167567166 -0.008833702 -0.0025964764 -0.121014982 -0.111377401
#> [76,] -0.052863871 0.034246403 0.0001369943 -0.139061411 0.025164708
#> [77,] 0.020292515 0.010885398 -0.0789164408 -0.056892452 -0.046242686
#> [78,] -0.082911174 -0.053249358 -0.0154298394 -0.019726679 -0.073220623
#> [79,] 0.048910454 -0.075899204 -0.0970114187 0.007992145 -0.017216393
#> [80,] -0.060179455 -0.088304920 -0.0802810083 0.044658223 -0.009750864
#> [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.007402017 -0.0631204581 -0.022946602 -0.093052483 0.0338177735
#> [2,] 0.030244495 0.0959364016 0.111751538 -0.099023296 -0.0973955483
#> [3,] 0.137677510 -0.0150216660 -0.015589505 -0.064881056 -0.0299949206
#> [4,] -0.097065661 0.0992174789 -0.030857204 -0.029948660 -0.0341739121
#> [5,] 0.049135456 -0.0302710936 -0.133147562 -0.089745595 0.1099604396
#> [6,] -0.074113368 -0.0627465118 -0.009702613 -0.064453091 0.0730620742
#> [7,] -0.058033622 0.0423239204 -0.124299426 -0.088366954 -0.1049721141
#> [8,] -0.068321655 -0.0542431859 -0.153863191 0.013036786 0.0647021315
#> [9,] -0.015868037 -0.1175907147 0.134112100 -0.043440071 -0.0770836760
#> [10,] -0.071042412 0.0961953803 0.021375033 -0.170592886 -0.0275280380
#> [11,] -0.109434446 -0.1059744510 -0.155444062 -0.072208771 0.0016822516
#> [12,] -0.001435694 0.0574325345 -0.079237273 0.049174812 -0.0252415886
#> [13,] -0.028628895 -0.0710460551 0.067277332 -0.019446191 0.0641417633
#> [14,] 0.010768919 0.0245165687 -0.032243460 0.106841256 -0.0468180368
#> [15,] 0.021574048 -0.0772776179 0.049310861 -0.046777953 -0.0160800355
#> [16,] -0.017478096 -0.0463226033 -0.049591639 -0.081201064 0.0840971735
#> [17,] -0.045337148 -0.0410645480 0.048905183 0.108036713 -0.0600232481
#> [18,] -0.047681129 -0.0465926010 -0.026745552 -0.005255342 -0.0326485114
#> [19,] -0.044651295 -0.0872692302 0.039141591 0.139647317 -0.0564743220
#> [20,] -0.099901800 -0.0360848578 -0.015578449 0.052287247 -0.0546479698
#> [21,] 0.023064038 0.0980475053 0.046253622 -0.167303648 -0.0473969573
#> [22,] 0.136470367 0.0273747107 -0.036756773 -0.093608070 -0.0581527312
#> [23,] 0.053253513 0.0713985870 0.055482309 -0.022103592 -0.0063045999
#> [24,] 0.017872265 -0.0244641647 -0.145822564 0.038825880 0.0429003167
#> [25,] 0.006382648 -0.0041089334 -0.014311236 -0.018900030 -0.1041723636
#> [26,] -0.070526262 0.0320825419 -0.044138307 0.022805051 -0.0549035629
#> [27,] 0.029908390 -0.1055048468 -0.077865356 -0.037948914 0.0378215756
#> [28,] 0.074293414 -0.1045639772 -0.134344695 -0.073255809 0.0367020901
#> [29,] 0.002629413 -0.0753889245 0.144155102 -0.016128224 -0.0794678549
#> [30,] -0.058937481 0.1439978603 -0.109941970 -0.059659971 -0.1060017293
#> [31,] 0.588087595 0.0126886119 -0.016121880 -0.041629895 0.0228412613
#> [32,] -0.045810996 0.6465872021 -0.019668291 -0.122420645 -0.0717374118
#> [33,] -0.031518372 0.0234348245 0.603484087 -0.008207352 -0.0128022949
#> [34,] -0.051098399 -0.0733895419 -0.002279365 0.597556099 0.0445737197
#> [35,] -0.052886729 -0.0889657947 -0.073133793 -0.021685766 0.6638155850
#> [36,] 0.084610923 0.0621655534 -0.001903809 0.201544797 0.0183930891
#> [37,] 0.043604559 -0.1070057731 -0.119427964 -0.061255167 -0.0400827637
#> [38,] 0.024495789 -0.0607619953 0.014488393 0.004497822 -0.0079848986
#> [39,] -0.016454341 0.0111549647 0.048920738 -0.067027483 -0.0967170671
#> [40,] 0.080868637 0.0311427231 0.077726405 -0.096967722 -0.0007171766
#> [41,] -0.013837127 0.0327440866 0.021158462 -0.112612181 -0.1025413029
#> [42,] -0.048181832 -0.0294865820 -0.118600224 -0.075531852 0.0871015863
#> [43,] 0.001296124 0.2620720664 0.074474723 -0.070722816 -0.0362849612
#> [44,] 0.110447907 -0.0035276551 0.143746539 -0.151128310 0.0069248611
#> [45,] -0.112655393 -0.1318898958 0.029784252 0.077911365 -0.1279307836
#> [46,] -0.066774323 0.0020557334 -0.135281249 -0.088705085 0.0647861040
#> [47,] -0.036785580 -0.0281743886 -0.048590853 -0.062978274 -0.0111687680
#> [48,] -0.073492954 -0.0415702493 -0.086018290 -0.100528482 -0.0842064842
#> [49,] 0.025149309 -0.0841267863 -0.057061317 -0.107925311 0.1329873597
#> [50,] -0.114217236 0.0082123330 -0.018387224 0.077073917 -0.0018580550
#> [51,] -0.105862043 0.0079365257 0.135104381 0.022275246 -0.0015948319
#> [52,] 0.113535759 -0.0510179465 0.058788445 -0.105916450 0.0337139450
#> [53,] 0.063905175 -0.1004414417 0.138494276 -0.012000558 0.0088458786
#> [54,] -0.011171412 0.0909532925 0.005477133 -0.029544615 0.0143718934
#> [55,] 0.078772942 -0.0532858350 0.031632970 -0.002076568 0.0059284469
#> [56,] -0.076977388 0.0402542806 0.095428549 -0.058629388 0.0734261527
#> [57,] -0.061657283 0.1006122109 0.174485557 0.129312556 0.0191918831
#> [58,] -0.054431820 0.0577299138 0.113872237 0.089051630 -0.0233292750
#> [59,] -0.054781490 0.0156123575 -0.151415768 -0.089590741 -0.0495427451
#> [60,] -0.013428048 0.0577631552 -0.025676257 0.078842897 0.0024565162
#> [61,] -0.090223285 -0.0633940877 -0.113542173 0.116601819 0.0042790490
#> [62,] 0.078011215 0.0509164245 0.068289298 0.042642581 0.0138883694
#> [63,] 0.067267498 -0.1230122567 -0.125914328 -0.054822681 0.1144443386
#> [64,] 0.114251190 -0.0558271667 -0.024731549 -0.042547820 0.0453203730
#> [65,] -0.016217666 -0.0812418203 0.003912232 0.073322419 -0.0016703839
#> [66,] 0.011874480 0.0294445026 0.013739335 0.106755611 -0.0381581480
#> [67,] -0.096653277 0.0593296300 -0.100870203 0.015357839 -0.0801923750
#> [68,] -0.036678113 -0.0515015694 -0.076697662 0.010894398 -0.0182593047
#> [69,] 0.019603546 0.0009260995 -0.064888618 0.073345392 -0.0141131734
#> [70,] -0.002897568 -0.0082155714 -0.013085097 0.099336571 -0.0429242035
#> [71,] 0.063655767 0.0934896881 -0.030994890 -0.140519665 -0.0462216305
#> [72,] -0.054248356 -0.1435803022 -0.067515346 0.207004743 -0.0149584058
#> [73,] 0.011497178 -0.0734424296 0.069338666 0.060910567 0.0507507772
#> [74,] -0.059240768 0.0393940566 0.018483827 0.040709910 -0.0636251545
#> [75,] 0.042573418 -0.0545614608 -0.007145491 0.009058137 0.0202681706
#> [76,] -0.011273657 -0.0705252930 -0.166694183 -0.038354448 0.1619217124
#> [77,] 0.003637533 0.1173479853 0.121556589 0.158889389 -0.0151114185
#> [78,] 0.050239324 0.0317074007 0.068162462 0.163232591 0.0079796760
#> [79,] -0.074634521 0.0569421613 0.069017495 0.263004017 0.0395996764
#> [80,] 0.114484615 0.0164610106 0.160741543 -0.029156431 -0.0834832764
#> [,36] [,37] [,38] [,39] [,40]
#> [1,] -0.040759904 -0.0401415831 -0.053529336 -0.038354522 0.0186896573
#> [2,] -0.072076202 -0.1046427160 -0.109604562 -0.033532968 -0.0225906989
#> [3,] 0.031223456 0.0465459023 -0.046332450 -0.081103791 0.1033743674
#> [4,] -0.055565083 -0.0422722921 -0.070936291 -0.121533079 -0.0363575791
#> [5,] -0.008618876 0.1344858025 -0.096469620 -0.063836504 0.0760817756
#> [6,] -0.086496082 -0.0007776495 0.090409646 0.140073612 -0.0118966647
#> [7,] -0.076812663 -0.0035501005 -0.051389805 0.070059164 -0.0521405274
#> [8,] -0.003826321 0.0010030210 -0.097499602 -0.165720780 -0.0059129778
#> [9,] -0.074339661 -0.0049818903 -0.016545278 0.040498008 0.0863383175
#> [10,] -0.033767058 -0.0973777227 -0.119993124 -0.054339122 -0.1218923956
#> [11,] -0.065734292 0.0014400711 0.044784011 -0.029215026 -0.1332533118
#> [12,] 0.078378673 0.0055107055 0.173546407 0.065159215 -0.0228706616
#> [13,] -0.030986218 -0.0998552647 -0.021151275 -0.112271797 -0.0658180665
#> [14,] -0.020720057 0.0838161127 0.032952067 0.120004728 0.0643127398
#> [15,] -0.015923721 -0.0632306734 -0.013150216 -0.122526785 0.0173902339
#> [16,] -0.114711020 0.0392125192 -0.058766138 0.023822329 0.1416489870
#> [17,] 0.024708343 -0.0369549835 0.103248068 0.114952253 -0.0817907067
#> [18,] -0.036212006 0.0072383160 0.108500051 0.097104261 -0.0258169328
#> [19,] 0.066980917 0.0566285895 -0.015571185 -0.110394146 -0.0387684704
#> [20,] -0.092751767 0.0758972563 0.002994939 0.080581503 -0.0119030202
#> [21,] -0.118146195 -0.0331254201 -0.015944791 0.110421936 0.0330155205
#> [22,] 0.002861856 -0.0204078761 -0.002030258 0.002000835 0.1628931728
#> [23,] 0.116678824 -0.0996709604 -0.039571875 -0.007320254 -0.0107702959
#> [24,] -0.063107508 0.2426285323 0.050553953 -0.001659237 0.0199204832
#> [25,] 0.023621521 -0.0084905862 0.042527209 0.128425843 0.0703181959
#> [26,] 0.053145757 -0.0531278792 0.082888651 0.092124997 -0.1204134602
#> [27,] 0.013087884 -0.0289908300 0.068225000 -0.068515559 -0.0996706341
#> [28,] 0.010409270 -0.0312484008 0.023254627 -0.125367452 0.0038559773
#> [29,] -0.036245653 -0.0094888455 0.175123361 0.191970464 -0.0373408962
#> [30,] -0.033626248 -0.0077152967 0.047226390 0.213242746 -0.0986109346
#> [31,] 0.070945920 0.0657064997 0.040624563 0.004333009 0.0949140384
#> [32,] -0.009999057 -0.1434034399 -0.103132829 -0.026557294 -0.0133114828
#> [33,] -0.030965304 -0.1127225153 0.015220675 0.054311595 0.0763753144
#> [34,] 0.178411290 -0.0486217309 0.011158091 -0.055708639 -0.0923908255
#> [35,] -0.070999904 -0.0937088135 -0.067584115 -0.151657708 -0.0623997655
#> [36,] 0.574422592 -0.0691564650 -0.043325924 -0.049453410 -0.0558031929
#> [37,] -0.104923409 0.6101895353 0.122499510 0.001745325 0.0901962715
#> [38,] -0.073119701 0.1284726762 0.604216369 0.111593713 -0.0073670285
#> [39,] -0.083905762 0.0030599168 0.106935138 0.608874944 -0.0110889072
#> [40,] -0.083513597 0.0982528107 -0.005283656 -0.004346960 0.6021329961
#> [41,] -0.108840359 -0.0216714058 0.063319172 -0.009885250 0.0578473789
#> [42,] -0.037397889 -0.0703983813 -0.079487972 -0.128987527 -0.0143976894
#> [43,] -0.017963427 -0.0259381713 0.085578576 0.003822090 0.0035253603
#> [44,] -0.076399912 -0.0163776617 0.035161774 0.124259353 0.1385913217
#> [45,] -0.077844165 -0.0148835392 0.062475732 0.155363500 -0.0993021778
#> [46,] -0.009686151 0.0916706082 0.004765179 0.007113083 0.0325721630
#> [47,] -0.037048019 -0.0014444821 -0.026487225 0.080112930 -0.0753734472
#> [48,] -0.127195429 -0.0246203915 -0.036574523 -0.063026706 -0.1085153689
#> [49,] -0.063655265 0.0384661280 0.021223952 0.089298563 0.0119167451
#> [50,] 0.164515316 -0.1595114299 -0.130021950 -0.056448875 -0.1333529438
#> [51,] 0.038555957 -0.0875901031 -0.067758417 -0.124493996 -0.0875288787
#> [52,] -0.083152294 -0.0299762783 -0.115453562 -0.075954539 0.0854709640
#> [53,] -0.044169187 -0.0173009892 0.068210399 0.023808419 0.1435452674
#> [54,] -0.007907200 0.0433485608 -0.023282899 0.023037594 -0.0774623355
#> [55,] -0.038156944 0.0621043185 -0.055209090 0.012452004 0.0465077320
#> [56,] -0.068521638 -0.0735199875 -0.005712042 -0.040617948 -0.0576007643
#> [57,] 0.031195001 -0.0608642095 0.011769009 0.012827401 -0.0433980861
#> [58,] -0.045265865 -0.0129060943 -0.021909838 0.214034440 -0.0748402821
#> [59,] -0.055327828 0.0962992663 0.071508848 0.027300363 -0.0772543778
#> [60,] 0.095056006 -0.0333173193 0.061031933 0.009615048 -0.0606493457
#> [61,] 0.045654371 0.0572382780 0.007391344 -0.114940075 -0.1077554728
#> [62,] 0.143160770 -0.0685436261 -0.051918897 -0.080199794 -0.0320997839
#> [63,] -0.075993009 0.0269883686 -0.117613501 -0.155968707 0.0955100426
#> [64,] 0.025758567 -0.0644104419 -0.114298529 -0.082039271 0.0006346203
#> [65,] 0.012772520 -0.0627948714 -0.060617081 -0.056465793 -0.0688744312
#> [66,] 0.299782320 -0.0705701204 -0.071848143 -0.074250756 -0.0480518903
#> [67,] 0.015186576 -0.0340169567 0.030188773 -0.077466169 -0.0540245865
#> [68,] -0.043555968 0.0448771604 -0.103730610 0.021819105 0.0206836715
#> [69,] 0.105655518 0.0688620181 -0.146172209 -0.094773083 -0.0416204109
#> [70,] -0.047386063 0.0222575609 -0.005862133 -0.037446404 0.0610484184
#> [71,] -0.013773085 0.0053298625 -0.010517846 -0.046896622 0.0715508303
#> [72,] 0.068761494 0.0643825300 0.058803986 -0.017476939 0.0107647536
#> [73,] 0.039001596 -0.0741287205 -0.033735981 -0.075134537 -0.1332577005
#> [74,] 0.045621896 0.0101085076 -0.029321379 -0.087809903 -0.0557060831
#> [75,] -0.070549667 0.0430665351 -0.074391788 -0.111364662 0.1074689780
#> [76,] -0.021394113 0.1185827130 -0.047959518 -0.039535581 -0.0266164057
#> [77,] 0.121650099 -0.1086219154 -0.066920059 -0.102277205 -0.0115139510
#> [78,] 0.177378708 0.0318446895 0.005457457 -0.071257218 0.1157494860
#> [79,] 0.079722838 0.0056478311 -0.009786755 -0.049403049 -0.0587614861
#> [80,] -0.045269112 -0.0440921720 0.020629416 0.221371273 0.1232915542
#> [,41] [,42] [,43] [,44] [,45]
#> [1,] -0.1059986517 0.072972774 -0.0409924567 -0.0010733758 -0.0749515471
#> [2,] 0.0547642601 -0.118804274 -0.0455665676 0.0720953986 -0.0403093640
#> [3,] -0.0317951368 0.045051644 -0.0341410637 0.0359939588 -0.0440869087
#> [4,] 0.1435583199 -0.012429352 0.0104354620 -0.0513458565 -0.0517297225
#> [5,] -0.0818196081 0.102859637 -0.0030216157 -0.0673061088 -0.1364683611
#> [6,] 0.0197234233 -0.052623172 -0.0432502123 0.0874891756 0.0226216590
#> [7,] 0.0261360600 -0.021887068 -0.0055096791 -0.0504205219 0.0401302022
#> [8,] -0.0449022056 0.197517006 -0.0983230323 -0.1168700172 -0.0462980996
#> [9,] 0.0560475091 -0.023959103 -0.1170069986 0.1006203612 0.1963727397
#> [10,] -0.0934356599 -0.029868433 0.0060941780 0.0065287161 -0.1485891486
#> [11,] -0.0979763336 0.054920960 -0.0496253242 -0.1302476843 0.0195840149
#> [12,] 0.0023169771 -0.060082615 0.1404158927 -0.0343507540 0.0307204708
#> [13,] -0.0747363821 0.072820466 -0.0172124605 -0.0738772449 -0.0420979741
#> [14,] -0.0064833346 -0.138805158 0.0267556892 0.0008007952 0.0400232083
#> [15,] 0.0148543992 0.157186234 -0.0320499555 -0.0554022875 0.0108711520
#> [16,] -0.0510859029 0.019982757 -0.0414915948 -0.0211889336 -0.0967734964
#> [17,] -0.0220026896 -0.098629389 0.0498116118 -0.0175397455 0.1745429629
#> [18,] 0.0478094629 0.044675816 -0.0176889221 0.0023083681 0.1042568822
#> [19,] 0.0024487165 -0.013717173 -0.0482172641 -0.1096664481 0.0764567786
#> [20,] -0.0047516732 -0.107548736 0.0356526829 -0.0143216216 0.2499873901
#> [21,] 0.0389622158 -0.043852468 0.1187242985 0.0738970058 -0.1045945855
#> [22,] -0.0052016901 -0.025250119 0.0953878607 0.0667139163 -0.0528315458
#> [23,] 0.0318882042 0.098919129 -0.0053742225 0.0480513978 -0.0365906440
#> [24,] -0.0573579526 -0.059457168 -0.0677976359 -0.0232335793 -0.0686931291
#> [25,] -0.0074350731 -0.045947339 0.0379846648 0.0136255451 0.0441552717
#> [26,] -0.0204642035 -0.098540707 0.1052928522 0.0711041450 0.1249224841
#> [27,] -0.0203072094 0.048898836 -0.0607789277 -0.0279121437 -0.0511752685
#> [28,] 0.0190898195 0.142098605 -0.0927667834 0.0097635698 -0.0827585097
#> [29,] 0.0558477320 -0.134853770 0.0055154739 0.1394945728 0.1795803177
#> [30,] 0.0013918348 -0.050503858 0.1243688900 -0.0462153042 -0.0020477531
#> [31,] 0.0131886907 -0.011708537 0.0147465827 0.1431741162 -0.0937521451
#> [32,] 0.0012702965 -0.051512894 0.2170229175 -0.0293010535 -0.1714862551
#> [33,] 0.0327877875 -0.097523421 0.0725286894 0.1610762563 0.0332910080
#> [34,] -0.0950548679 -0.048527061 -0.0667408622 -0.1278706055 0.0873461089
#> [35,] -0.1512434760 0.047846891 -0.0985624930 -0.0360769204 -0.1847555259
#> [36,] -0.0681495390 0.012740410 0.0091520344 -0.0300087004 -0.0452759141
#> [37,] -0.0167475292 -0.056027026 -0.0345896534 -0.0057533934 -0.0180822317
#> [38,] 0.0742162150 -0.059143450 0.0829002607 0.0517592088 0.0652502064
#> [39,] -0.0036467821 -0.113301581 -0.0035148011 0.1361982127 0.1534793990
#> [40,] 0.0708277947 0.008030205 0.0029304173 0.1572721292 -0.0944443311
#> [41,] 0.6151134120 -0.065440112 0.0694091744 0.1311202719 0.0465559941
#> [42,] -0.0748875900 0.624560890 -0.0906941425 -0.1191901440 -0.1198464234
#> [43,] 0.0829845332 -0.067671305 0.6015380532 -0.0009636170 -0.0564369295
#> [44,] 0.1254198802 -0.115443057 -0.0202393675 0.6208138036 0.0145509094
#> [45,] 0.0546785633 -0.102276376 -0.0618897191 0.0283738702 0.6069908428
#> [46,] -0.0492778668 0.056748366 -0.0039455434 -0.0366191589 -0.1088601548
#> [47,] 0.0090213216 -0.036478548 -0.0484622651 0.0382458752 0.0815417962
#> [48,] 0.0674356866 0.010325429 -0.0834456175 -0.0216365471 0.0433814280
#> [49,] -0.0965308930 0.095733976 -0.0847962298 0.0043446747 -0.0827799068
#> [50,] -0.0936559441 0.081721528 -0.0960848985 -0.1194761519 -0.0261302379
#> [51,] 0.0643095042 0.015362208 0.0526656833 -0.0910960694 -0.0157162709
#> [52,] -0.0796133929 0.058824835 -0.1322322534 0.0873816889 -0.0917903112
#> [53,] 0.0803448015 0.071644804 -0.1206208916 0.1520972038 0.0777147506
#> [54,] 0.0753165100 -0.024493553 0.1305827608 0.0377177015 -0.0260386506
#> [55,] 0.0523290695 -0.005629234 -0.0906767021 0.0651924983 -0.0175985464
#> [56,] 0.0025687190 0.045393949 0.0669004445 -0.0344921189 -0.0542424324
#> [57,] -0.0530364579 -0.011800629 0.0885811519 -0.0825698104 -0.0393048447
#> [58,] -0.0123948166 -0.104905175 0.0037398981 0.0130706756 0.0892542517
#> [59,] 0.0916514455 -0.046876460 0.1139523775 -0.0009884017 -0.0020347230
#> [60,] -0.0282891462 0.045091680 0.0619808294 -0.1191232373 -0.0572270339
#> [61,] -0.0205397345 0.035845093 -0.0672007064 -0.1319826354 -0.0080257596
#> [62,] 0.0031121443 0.103492704 0.0057256354 -0.0375118771 -0.0691739570
#> [63,] -0.0542391794 0.061299858 -0.1685373221 -0.0706620637 -0.1099760885
#> [64,] -0.0205837245 -0.044417651 -0.0805056775 0.0823892621 -0.0677716831
#> [65,] 0.0124067203 0.097467669 -0.1411537964 -0.0388042779 0.0705870346
#> [66,] -0.0718461591 -0.023087244 -0.0064932244 -0.0279123205 0.0005684476
#> [67,] -0.0075052349 0.003027561 0.0663994418 -0.1242820118 -0.0008520138
#> [68,] -0.0991117633 0.015116917 -0.0330661472 -0.1213067417 0.0354697617
#> [69,] -0.0504191636 0.025593396 -0.0157781577 -0.1111249069 -0.0252081778
#> [70,] 0.0316358990 0.040549108 -0.0707568205 -0.0213249443 0.0520714096
#> [71,] 0.0831229342 -0.041849587 0.1201062256 0.0283186238 -0.1286233349
#> [72,] 0.0059625269 -0.046599424 -0.0967752847 -0.0654755530 0.1406663939
#> [73,] -0.1055826305 0.025792641 -0.0377382800 -0.0537067705 0.0101260998
#> [74,] 0.0024950202 -0.091208445 0.0949995718 -0.0434105905 0.0020918462
#> [75,] -0.0009754199 0.057929998 -0.0953609286 -0.0641946414 -0.0349876926
#> [76,] -0.1417747577 0.069048430 -0.0505745345 -0.1070000600 -0.1166385661
#> [77,] -0.0097427251 -0.042009809 0.0404686883 -0.0520061795 -0.0372143054
#> [78,] -0.0739946312 -0.103683996 -0.0001900751 -0.0231692125 -0.0671447256
#> [79,] -0.0340272222 -0.115385093 0.0444669813 -0.0676826832 0.0739986789
#> [80,] 0.0715859442 -0.103332840 0.0042037360 0.1906620274 0.0522533291
#> [,46] [,47] [,48] [,49] [,50]
#> [1,] -0.069097044 0.067526958 -0.0845789170 0.0502627169 0.024937457
#> [2,] -0.166971475 0.039724872 0.0515416788 -0.0757678249 -0.009662125
#> [3,] -0.016213386 0.104654515 -0.0329832672 -0.0377037051 -0.042110711
#> [4,] -0.034839904 0.005752468 0.1557920381 -0.0861615745 0.066666837
#> [5,] 0.221682165 0.073246137 -0.0034014531 0.1976290169 -0.015734503
#> [6,] 0.160283127 -0.044787008 0.0712789505 0.0878963702 -0.110509663
#> [7,] -0.018666611 0.003096179 -0.0297962303 -0.0695071242 0.028126525
#> [8,] 0.123748555 -0.041167437 0.0377704737 -0.0291823107 -0.010335633
#> [9,] -0.155479246 0.080445751 0.0513681703 -0.0130525698 -0.026337389
#> [10,] -0.084156555 0.024485779 -0.0089285863 -0.0115167221 0.059166374
#> [11,] 0.049218618 -0.046713366 -0.0027630583 0.0932265634 0.009480649
#> [12,] 0.112244178 -0.057457590 -0.0639204040 0.0001132013 -0.003648093
#> [13,] -0.063249142 -0.057877491 0.0063845614 0.1150883119 0.021074888
#> [14,] 0.049473684 -0.038922010 -0.1094176423 -0.0353746139 -0.104011709
#> [15,] -0.152884237 -0.006380978 -0.0031145698 -0.0575075149 0.036930665
#> [16,] 0.064712965 -0.015591631 -0.0506119797 0.1529802097 -0.103644528
#> [17,] -0.049114813 -0.041726050 -0.0366600178 0.0141038794 -0.032439972
#> [18,] 0.035733192 0.082228556 0.0276634757 0.0346712714 0.003739389
#> [19,] -0.120937352 -0.036294017 0.0008914137 -0.0829078852 0.003951634
#> [20,] -0.058527270 0.015763053 -0.0530779608 -0.1206331212 -0.088985342
#> [21,] 0.008020852 0.127585899 -0.0620382069 0.0113687346 -0.023356450
#> [22,] 0.035327747 -0.072228503 -0.0445362303 0.0391144784 -0.119224616
#> [23,] -0.024213962 0.004470434 -0.0546240362 0.0472878865 0.084647658
#> [24,] 0.019576065 0.046258541 -0.0544134687 -0.0639825158 -0.129416356
#> [25,] 0.100609975 -0.026776946 -0.0870156396 -0.0581667687 -0.085390369
#> [26,] -0.010705506 -0.034459295 -0.0204285895 -0.0811962679 -0.037592549
#> [27,] 0.003386932 -0.100899949 0.0291362113 0.1501110073 -0.027597712
#> [28,] -0.034180313 -0.036771351 -0.0416673140 -0.0606703267 -0.120238306
#> [29,] -0.139521224 -0.048454770 -0.0515760139 -0.0601944068 -0.118714997
#> [30,] 0.020662939 -0.008055743 0.0401826655 -0.0566843621 -0.021214802
#> [31,] -0.046577350 -0.029202615 -0.0245864097 0.0438408982 -0.092551924
#> [32,] -0.036246902 -0.079091031 -0.0511633122 -0.1239348046 -0.028621963
#> [33,] -0.130480769 -0.056404380 -0.0525082380 -0.0537662201 -0.012118405
#> [34,] -0.077976617 -0.064863814 -0.0610904425 -0.0987022268 0.089270724
#> [35,] 0.009255086 -0.079313793 -0.1110279300 0.0759509584 -0.055920734
#> [36,] 0.024175824 -0.015800051 -0.0646238813 -0.0312986733 0.199845631
#> [37,] 0.089765640 -0.015963458 0.0021842123 0.0350557765 -0.159948059
#> [38,] 0.008833377 -0.035033034 -0.0037967522 0.0237867667 -0.124485412
#> [39,] 0.006522706 0.066908546 -0.0349075108 0.0872028031 -0.055570912
#> [40,] 0.038723734 -0.081835884 -0.0736542258 0.0165629328 -0.125733034
#> [41,] -0.056106712 -0.010421531 0.0893164138 -0.1048651211 -0.099016450
#> [42,] 0.040472043 -0.065368878 0.0227586781 0.0779522697 0.066913545
#> [43,] 0.002800970 -0.054329759 -0.0479895315 -0.0795550992 -0.087870045
#> [44,] -0.049148396 0.013102631 -0.0054562115 -0.0096899451 -0.130537049
#> [45,] -0.107566431 0.070221513 0.0733847244 -0.0829915657 -0.023368174
#> [46,] 0.608284567 -0.013809702 -0.0025915158 0.1960467680 -0.021187829
#> [47,] -0.001195695 0.595670560 0.0465825768 -0.0157232794 0.047847155
#> [48,] -0.031301088 0.005258997 0.6369941392 -0.0310665651 -0.036886259
#> [49,] 0.197552151 -0.026831903 -0.0008516097 0.6067791838 0.025225217
#> [50,] -0.022656169 0.033764808 -0.0096450259 0.0222514949 0.609752906
#> [51,] -0.085202520 -0.037770779 0.0836711537 -0.0658102760 0.188931705
#> [52,] -0.082235740 0.019463074 0.0528779380 0.0578961713 -0.079652719
#> [53,] -0.123819727 0.001509554 0.0548466216 0.0417953815 -0.011289677
#> [54,] 0.050558692 0.017056792 0.0738781354 0.0065888546 0.013201846
#> [55,] 0.031885172 0.069167485 0.0314995004 0.0695698056 0.061931171
#> [56,] -0.042167358 0.009459794 -0.0616774194 -0.0429521954 0.066948778
#> [57,] -0.091556335 -0.008920855 -0.1035724833 -0.0903267585 0.050928660
#> [58,] -0.023612711 -0.010045383 0.0274734657 0.0134065527 0.084563751
#> [59,] 0.142515899 -0.003684947 -0.0262223671 -0.0615895308 -0.062648434
#> [60,] 0.080582697 -0.073411961 -0.0990110702 -0.0050945877 0.091409848
#> [61,] -0.030410246 -0.011551885 -0.0514569776 -0.0883098366 0.053084778
#> [62,] -0.065858921 -0.015634116 0.0207707593 0.0816628155 0.186982126
#> [63,] -0.043401460 -0.085410134 -0.0292635797 -0.0176261865 -0.085467296
#> [64,] -0.021581659 0.103663977 0.0870554911 0.0597550090 -0.016147871
#> [65,] -0.086327143 0.040780159 0.1404374618 0.0305306316 0.186410726
#> [66,] -0.025425793 0.003833845 -0.0835099717 -0.0945647004 0.083325997
#> [67,] 0.004815783 0.031840568 -0.0566881168 -0.1016448861 -0.018009996
#> [68,] -0.035853128 0.116789784 -0.0516681133 -0.0251091998 0.009335709
#> [69,] -0.034477894 0.081787889 -0.0155153831 -0.0183208067 0.102953845
#> [70,] -0.001996658 -0.115862268 0.0653189125 -0.1169840776 -0.046222378
#> [71,] 0.095519994 -0.076458493 0.0376136402 0.0177853228 0.017014112
#> [72,] -0.012589305 0.018078900 -0.0866586536 -0.0985828911 -0.025108747
#> [73,] -0.077346516 -0.082492338 0.0608201384 0.0881375220 0.073286227
#> [74,] 0.020303309 0.028753287 0.1021873688 -0.0991093956 0.049682419
#> [75,] -0.002870600 -0.041357046 0.0909470639 0.0333497584 -0.052430528
#> [76,] 0.331462775 0.012640459 -0.0122881693 0.2264801983 0.003154024
#> [77,] -0.085609175 -0.089796678 0.0043168268 -0.1134864466 0.070430691
#> [78,] 0.015959572 -0.024281301 -0.0853199197 -0.0857242392 -0.016850090
#> [79,] -0.049126388 -0.023714290 -0.0638690785 -0.1260269703 -0.003014085
#> [80,] -0.025187537 0.028234680 -0.0107773757 -0.0231754232 -0.070329771
#> [,51] [,52] [,53] [,54] [,55]
#> [1,] 0.0172031077 -0.0545446643 0.0871777236 -0.123636846 -0.061726709
#> [2,] 0.0400795200 0.1482908050 0.0101589902 0.070625123 0.111871156
#> [3,] -0.0352463746 0.1184387449 0.0053039347 0.007320144 0.104022460
#> [4,] 0.1728856522 -0.0601844537 -0.0796936647 0.075852845 0.046898870
#> [5,] -0.0325564707 0.0303718375 -0.0812338214 0.029206381 0.049172295
#> [6,] -0.0993756495 -0.0494415187 -0.0472670429 0.020336990 -0.076438235
#> [7,] -0.0573150540 -0.1558273409 -0.0858697144 -0.073084550 -0.095125284
#> [8,] -0.0620696221 0.0223200484 -0.0821919717 -0.006621864 -0.027914774
#> [9,] 0.0608095033 0.1215380444 0.3247037080 -0.122211387 0.019664128
#> [10,] 0.0288909066 -0.0030077640 -0.0825996223 0.188189836 0.026299352
#> [11,] -0.0695653750 -0.1380668097 -0.1204027703 -0.089903889 -0.186782414
#> [12,] -0.0322638910 -0.1736534608 -0.0981151481 -0.031531920 -0.152087520
#> [13,] 0.0812328123 0.1190860731 0.0449310770 -0.072160118 -0.093154823
#> [14,] -0.1386016270 -0.0665889351 -0.1101301440 0.014872347 0.021623861
#> [15,] 0.1593746211 0.0635319010 0.2162393593 -0.116545330 -0.079426804
#> [16,] -0.1022441951 0.1290161526 -0.0202005368 -0.032150698 0.070193849
#> [17,] -0.0086344830 -0.0420500312 -0.0243758504 -0.028554185 -0.096868006
#> [18,] 0.0267606675 -0.0467028464 0.0697839832 -0.006928655 0.040704972
#> [19,] 0.1681130899 -0.0511487211 0.0815419411 -0.072112441 -0.032305548
#> [20,] -0.0716815189 -0.1229771634 -0.0675137352 -0.064129393 -0.093915533
#> [21,] -0.0593720834 0.0320299404 -0.0644669251 0.088373170 0.157099628
#> [22,] -0.1212729096 0.0621494120 -0.0004036578 -0.086092600 -0.104234068
#> [23,] -0.0433410265 0.1347660588 0.0368840566 0.059080148 0.114389380
#> [24,] -0.1609682679 -0.0373497921 -0.1059825535 -0.023888099 0.016021441
#> [25,] -0.1018830335 -0.0957345112 -0.0366648143 -0.090377855 -0.117277872
#> [26,] -0.0656895372 -0.1597806291 -0.1120077867 0.064085173 -0.130371808
#> [27,] -0.0282040319 0.0390096778 0.0408209291 -0.021627764 -0.076866116
#> [28,] -0.0971081785 0.0392251906 0.0880441136 -0.121759762 -0.078028225
#> [29,] -0.0469064519 -0.0573249180 0.1055592746 0.020600112 -0.033209165
#> [30,] -0.0665919515 -0.1373089884 -0.1183338274 0.082090605 -0.065624980
#> [31,] -0.1004010962 0.1414365555 0.0672058469 -0.011171688 0.074267520
#> [32,] -0.0451021351 -0.0816167571 -0.1556403769 0.032453409 -0.116290865
#> [33,] 0.1251688352 0.0712927493 0.1263984559 -0.009919636 0.011731056
#> [34,] 0.0182676874 -0.0874841577 -0.0181683909 -0.039013396 -0.016050495
#> [35,] -0.0718618757 -0.0141132485 -0.0635814396 -0.061356373 -0.074304966
#> [36,] 0.0576819063 -0.0415864945 -0.0272035122 0.005757527 -0.028997363
#> [37,] -0.1042310972 -0.0241774221 -0.0361022577 0.021246344 0.035496956
#> [38,] -0.0784262443 -0.1036815395 0.0553822973 -0.039411949 -0.075843286
#> [39,] -0.1398203983 -0.0688410912 0.0063217423 0.002249968 -0.012840767
#> [40,] -0.0961133336 0.0993263594 0.1328005382 -0.091508013 0.027956908
#> [41,] 0.0427446335 -0.0787384133 0.0566196564 0.048290416 0.020797830
#> [42,] -0.0156501411 0.0502523366 0.0384721806 -0.060967125 -0.046607952
#> [43,] 0.0446761714 -0.1177819151 -0.1307706779 0.117132026 -0.108632583
#> [44,] -0.1183613319 0.0825562768 0.1226716670 0.004991216 0.027960867
#> [45,] -0.0291585725 -0.0827927624 0.0621121747 -0.044942175 -0.041007217
#> [46,] -0.0999385459 -0.0745319156 -0.1407160270 0.030361443 0.007182778
#> [47,] -0.0398927979 0.0397809062 -0.0027727386 0.009473551 0.057079097
#> [48,] 0.0402255558 0.0318721904 0.0092407493 0.024971314 -0.021912466
#> [49,] -0.0790409186 0.0671053790 0.0264044646 -0.012103011 0.046372794
#> [50,] 0.1727273393 -0.0734172343 -0.0296543162 -0.008463742 0.035760437
#> [51,] 0.5935485412 -0.0836306681 0.0149255746 0.020484825 -0.035444336
#> [52,] -0.1060705184 0.6159883915 0.1058363914 -0.026054688 0.127945267
#> [53,] 0.0170858489 0.1304365160 0.5913882669 -0.105925344 0.050588761
#> [54,] 0.0259460478 0.0018463851 -0.1026243952 0.588087318 0.185095221
#> [55,] -0.0254779674 0.1603514859 0.0583948557 0.189600367 0.583582172
#> [56,] 0.1641380009 -0.0862213905 -0.0116880125 -0.026185042 -0.003193242
#> [57,] 0.1398570445 -0.0712393070 -0.0304794713 -0.045652741 -0.023421314
#> [58,] 0.0003445602 -0.0356899379 -0.0664471795 0.257568278 0.120342642
#> [59,] -0.0618077346 -0.2112389775 -0.1229316015 0.041260408 -0.096331846
#> [60,] 0.0284693003 -0.1333857150 -0.0857314697 -0.008812942 -0.041919551
#> [61,] 0.0023303023 -0.0736996195 -0.0694439878 0.032529204 -0.033653561
#> [62,] 0.1441951902 0.1379899121 0.0839967088 0.052296240 0.022214943
#> [63,] -0.1145631728 0.0882814079 0.0202007553 -0.122540067 0.005499914
#> [64,] -0.0089957841 0.2420795295 0.0168793301 -0.032584052 0.069453060
#> [65,] 0.1148769765 0.1300736956 0.1015207625 0.084635246 0.210556312
#> [66,] -0.0064594335 -0.0332160773 -0.0760312245 0.015097243 -0.019579758
#> [67,] 0.0195316020 -0.0964772753 -0.0825089277 -0.093840965 -0.089314222
#> [68,] -0.0310438588 -0.0029229005 -0.0242942446 -0.101736751 -0.024494649
#> [69,] 0.1185040389 0.0117575277 -0.0494767571 0.073358341 0.080706039
#> [70,] 0.0033058994 -0.0214368294 0.0337145519 -0.056992156 -0.046334713
#> [71,] 0.0597381485 -0.1043116158 -0.0651567416 0.006681965 -0.058545771
#> [72,] -0.0542583265 -0.1165920710 0.0754030665 -0.076955884 0.019703100
#> [73,] 0.0460568834 0.1407439188 -0.0348260882 0.056529383 -0.009923320
#> [74,] 0.1882503342 -0.0443947460 -0.0946082426 0.085335945 0.024073656
#> [75,] 0.0109938107 0.1789336211 0.1034869407 -0.068143419 0.069074797
#> [76,] -0.0790921595 -0.0308133141 -0.1268587174 -0.021115560 -0.004324487
#> [77,] 0.0955016555 -0.0004098948 -0.0355631831 -0.023377377 -0.056137339
#> [78,] 0.0035991598 0.0019715490 0.0019805895 -0.088547481 0.025647943
#> [79,] 0.0484964480 -0.0752125097 -0.0994223601 0.006566337 -0.063966405
#> [80,] -0.0749526260 0.0374977691 0.0976492700 -0.066952250 0.033378891
#> [,56] [,57] [,58] [,59] [,60]
#> [1,] 0.150203325 0.1178455791 -0.1252196149 1.165707e-02 -0.0995850104
#> [2,] -0.048708321 -0.0051723023 0.0785479970 -1.362102e-01 -0.1427760892
#> [3,] -0.004586053 -0.0371494032 -0.0989654035 -4.750485e-02 -0.0284849281
#> [4,] 0.105510930 -0.0148158526 -0.0119851128 -7.177238e-03 -0.0351821703
#> [5,] -0.044203699 -0.0371198024 -0.0729126241 2.189723e-02 -0.0258160218
#> [6,] -0.106357013 -0.1035966531 0.0792801459 2.824299e-02 0.0533939981
#> [7,] 0.046421298 -0.0245386224 0.0103365418 2.188418e-01 0.0672317977
#> [8,] -0.099349735 -0.1249200448 -0.0997383475 2.978069e-02 -0.0549525517
#> [9,] 0.006924617 0.0157767368 -0.0583653638 -1.188799e-01 -0.1186561220
#> [10,] 0.024892869 -0.0398503927 0.0696610595 -1.701946e-02 -0.0951629742
#> [11,] -0.098041457 -0.1215881586 -0.0696243591 8.394428e-02 -0.0249120545
#> [12,] -0.001105877 -0.0349806406 0.0060686891 1.614040e-01 0.2121616196
#> [13,] -0.085524805 -0.0803910651 -0.0551330354 -1.376411e-01 -0.0063822387
#> [14,] -0.100601195 0.0036842451 0.1496890602 6.477884e-02 0.1093577330
#> [15,] 0.085952403 0.0118654539 -0.1293669528 -9.795592e-02 -0.0296813414
#> [16,] -0.031466495 0.0142264200 -0.0610765895 -9.761254e-02 -0.1401704064
#> [17,] -0.049310361 0.0315517007 0.0407308298 -8.009716e-02 -0.0006822063
#> [18,] 0.122877852 0.1380832090 -0.0377109910 2.197339e-02 -0.0357779027
#> [19,] -0.023400383 0.0655925652 -0.0462951625 -8.945340e-02 0.0838481627
#> [20,] 0.049260696 0.0560962665 0.0572796920 1.340497e-01 -0.0204062095
#> [21,] 0.154679277 0.0720082263 0.0200263957 3.462856e-02 -0.0484216304
#> [22,] -0.135870155 -0.1068919053 -0.1100136499 -2.281503e-02 -0.0680324780
#> [23,] 0.044350908 -0.0276690968 -0.0259677429 -1.006892e-01 0.0640323255
#> [24,] -0.035022749 0.0068190278 -0.0265994612 9.191817e-02 -0.0620813545
#> [25,] -0.057566556 -0.0179900727 -0.0181922332 8.385299e-02 0.1753560501
#> [26,] -0.021718810 -0.0527180277 0.0230541088 1.575095e-01 0.0090345585
#> [27,] -0.125324203 -0.1731968170 -0.0929150865 -6.956951e-02 -0.0096085333
#> [28,] -0.067372475 -0.1247214583 -0.2146593414 -3.780632e-02 -0.0804256378
#> [29,] -0.036506631 0.0057544048 0.0550713798 -6.205488e-02 -0.0403421721
#> [30,] -0.056704982 -0.0162509840 0.0750359737 1.196906e-01 0.0433464070
#> [31,] -0.057511440 -0.0530648758 -0.0502334944 -2.110967e-02 -0.0156238467
#> [32,] 0.001220621 0.0507050103 0.0034286323 -9.215433e-03 -0.0029322510
#> [33,] 0.099498005 0.1676814715 0.1026740711 -1.331404e-01 -0.0432685481
#> [34,] -0.048631945 0.1284364581 0.0837814511 -6.538743e-02 0.0671785931
#> [35,] 0.017164110 -0.0479437005 -0.0948589394 -9.159892e-02 -0.0754672730
#> [36,] -0.035390687 0.0534524104 -0.0274025365 -7.991008e-03 0.1065252103
#> [37,] -0.076155981 -0.0743737434 -0.0308097090 1.078691e-01 -0.0576150588
#> [38,] -0.002374868 0.0042326420 -0.0338402864 8.905189e-02 0.0427073598
#> [39,] -0.041939350 0.0006324589 0.1974454169 4.018483e-02 -0.0133681000
#> [40,] -0.052180218 -0.0488510807 -0.0846873576 -5.762796e-02 -0.0768905460
#> [41,] -0.004991151 -0.0714698684 -0.0352223080 9.829745e-02 -0.0575107624
#> [42,] 0.028386601 -0.0396815175 -0.1371801449 -4.967794e-02 0.0064225851
#> [43,] 0.072915933 0.0837231003 -0.0055122345 1.341737e-01 0.0463345720
#> [44,] -0.047752380 -0.1067036126 -0.0154572074 -4.279349e-05 -0.1540452451
#> [45,] -0.053679733 -0.0496156860 0.0745493295 1.273385e-02 -0.0783260808
#> [46,] -0.042898383 -0.1031609004 -0.0396113578 1.559907e-01 0.0581899263
#> [47,] 0.021342776 -0.0079114132 -0.0134300225 2.240391e-02 -0.0831907246
#> [48,] -0.091118017 -0.1438866210 -0.0172347529 -4.145709e-02 -0.1501134136
#> [49,] -0.042177837 -0.1004259408 -0.0010867104 -4.660930e-02 -0.0259819757
#> [50,] 0.064749413 0.0378557551 0.0670967657 -5.064193e-02 0.0675487379
#> [51,] 0.178143002 0.1429885047 -0.0009180604 -3.359686e-02 0.0208125549
#> [52,] -0.094656240 -0.0905476970 -0.0593924088 -2.054680e-01 -0.1634823107
#> [53,] 0.004477263 -0.0251877367 -0.0655495257 -9.256046e-02 -0.0912279407
#> [54,] -0.006718818 -0.0370600572 0.2617668804 7.493250e-02 -0.0110084642
#> [55,] 0.020778128 -0.0103234848 0.1290463903 -5.815461e-02 -0.0396099279
#> [56,] 0.607553542 0.2394845741 -0.0485918889 3.047484e-02 0.0118315547
#> [57,] 0.250358115 0.5966800015 0.0505575626 -5.938670e-02 0.0780609193
#> [58,] -0.033324267 0.0549516434 0.5922859206 7.652339e-03 0.0805829512
#> [59,] 0.016268972 -0.0844661104 -0.0218211520 6.217594e-01 0.0280432742
#> [60,] 0.033493301 0.0888491249 0.0869770760 6.391089e-02 0.5858917958
#> [61,] -0.024592781 -0.0190118650 -0.0135210020 6.894634e-03 0.1394880026
#> [62,] 0.034943574 0.0038635063 0.0067569110 -1.057241e-01 0.0631938670
#> [63,] -0.070303811 -0.1529634299 -0.1253208941 -1.122551e-01 -0.0723200812
#> [64,] -0.068995910 -0.0634216517 -0.0954187713 -1.264702e-01 -0.1664259383
#> [65,] 0.027353227 -0.0019026970 0.0413827515 -1.093398e-01 -0.0961834744
#> [66,] 0.002901366 0.0092581618 -0.0256617314 -7.592916e-03 0.0649319262
#> [67,] 0.076357001 0.0842482117 -0.1278831454 1.715103e-02 0.1029479001
#> [68,] 0.036086024 0.0465287047 -0.0320349430 -1.293621e-02 -0.0237328782
#> [69,] 0.013173266 0.0662790535 0.0278268342 3.002996e-03 -0.0090816528
#> [70,] -0.021983546 0.0236791976 0.0228804278 4.918556e-03 0.0369368186
#> [71,] -0.016138447 -0.1079186281 -0.0510608626 1.280795e-01 -0.0076482113
#> [72,] -0.107414317 -0.0406131359 -0.0398485623 5.108621e-02 0.0208651756
#> [73,] -0.028849592 -0.0561953506 0.0618046370 -1.217361e-01 -0.0049627558
#> [74,] 0.027049864 0.0352488583 0.0391840731 2.729027e-02 0.0226082402
#> [75,] -0.069856340 -0.0307301316 -0.0308084714 -7.425399e-02 -0.0517655262
#> [76,] -0.055246059 -0.0827923376 -0.0503268271 4.660190e-02 0.0001514984
#> [77,] -0.021215809 0.0255057976 0.0670957788 -8.966136e-02 0.1798242363
#> [78,] -0.023990458 0.1133044134 -0.0525659202 -6.348987e-02 0.0277633300
#> [79,] 0.036966067 0.1394476836 0.1455270412 -1.234476e-02 0.1040043831
#> [80,] 0.006575999 0.0574439946 0.0551824756 -2.667289e-02 -0.0412850442
#> [,61] [,62] [,63] [,64] [,65]
#> [1,] -0.138548199 -0.055165035 -0.0674889912 0.0389928074 -0.003545084
#> [2,] -0.082251972 0.032393231 -0.0808998597 0.1269270143 0.108905128
#> [3,] 0.036751449 -0.003251287 0.1166327947 0.0956060344 0.064390093
#> [4,] 0.022193668 0.023744699 0.0268934135 -0.0125199321 0.094249421
#> [5,] -0.038886439 -0.034724228 0.0615611276 0.1478101991 -0.045303513
#> [6,] -0.071428864 -0.110893838 -0.0501067378 -0.0333561254 -0.085823970
#> [7,] 0.077207050 -0.115858783 -0.0037445724 -0.1513059414 -0.057508196
#> [8,] 0.081451221 -0.072511752 0.1939718700 -0.0221339095 0.077266591
#> [9,] -0.049012076 0.021820587 0.0308552502 0.0600435414 0.147893686
#> [10,] -0.082923433 0.021874543 -0.1469259342 -0.0543997709 -0.008210258
#> [11,] 0.021207838 -0.101312033 0.0014265469 -0.1465734177 -0.056944173
#> [12,] 0.035690522 -0.003563543 -0.0367897876 -0.0935847105 -0.147852496
#> [13,] -0.039206131 0.216768608 -0.0172203603 0.0699069136 -0.039883513
#> [14,] 0.008017615 -0.086148839 -0.0568743679 -0.0195794247 -0.083398864
#> [15,] -0.031219177 0.115122517 0.0880784926 -0.0214295429 0.051810927
#> [16,] -0.145500102 -0.109224441 0.0317425684 0.1221819724 0.002589472
#> [17,] 0.021043243 0.019250746 -0.1220202735 0.0137718623 -0.040639040
#> [18,] -0.086830450 -0.070879471 -0.1013379852 0.0448637451 0.099276496
#> [19,] 0.187854045 0.080813401 0.0262573403 -0.0713583149 0.012119090
#> [20,] 0.045297432 -0.150836896 -0.0322999949 -0.1157479890 -0.085756564
#> [21,] -0.113064027 -0.063953900 -0.0922449264 0.0119282840 -0.018714502
#> [22,] -0.131598774 0.018688899 -0.0188967548 0.1344074569 -0.115697162
#> [23,] 0.091614879 0.183808611 0.0073640910 0.0208150212 0.073807867
#> [24,] 0.048802188 -0.150144000 0.0663225623 -0.0464601910 -0.054314960
#> [25,] -0.030542832 -0.087472176 -0.0614243106 -0.0862181515 -0.138360236
#> [26,] 0.029501492 -0.103482727 -0.1336462943 -0.1041237689 -0.066981639
#> [27,] 0.033026747 0.183800402 0.0035129375 0.0317837452 -0.030612133
#> [28,] 0.033430263 -0.052683880 0.1275050654 0.0303118035 -0.031769023
#> [29,] -0.043514617 -0.103602849 -0.0855431362 -0.0781246675 -0.033922966
#> [30,] -0.004891058 -0.102069877 -0.1592469534 -0.1058183394 -0.098745217
#> [31,] -0.074371537 0.060495693 0.1213073770 0.1278670205 -0.020874760
#> [32,] -0.106041947 -0.025098705 -0.1274719854 -0.1007109436 -0.144398522
#> [33,] -0.113086916 0.035377284 -0.0872709417 -0.0265122110 -0.016141354
#> [34,] 0.122985063 0.015658554 -0.0102513072 -0.0384004941 0.059196820
#> [35,] -0.055597193 -0.079355143 0.0927562270 -0.0167917869 -0.082055469
#> [36,] 0.075171123 0.139310252 -0.0082881273 0.0530394007 0.021780429
#> [37,] 0.050988086 -0.108161088 0.0589263067 -0.0728965520 -0.089553906
#> [38,] 0.007114318 -0.085563192 -0.0797023961 -0.1168114724 -0.081402949
#> [39,] -0.119875676 -0.118502665 -0.1227161773 -0.0892107897 -0.081910236
#> [40,] -0.105949126 -0.063660707 0.1355045199 0.0002050494 -0.087576927
#> [41,] -0.031713803 -0.041429195 -0.0272251180 -0.0339937113 -0.019276191
#> [42,] 0.015223546 0.049503887 0.0788664410 -0.0672751157 0.056337279
#> [43,] -0.064799416 -0.025240345 -0.1279479019 -0.0803403055 -0.159261349
#> [44,] -0.148857096 -0.087753608 -0.0493483940 0.0632788836 -0.076187581
#> [45,] -0.011077259 -0.105592727 -0.0748394578 -0.0730591007 0.047026692
#> [46,] -0.034755470 -0.103571415 -0.0095585537 -0.0281628010 -0.111181210
#> [47,] -0.003283101 -0.040732603 -0.0389532206 0.1096968427 0.028540100
#> [48,] -0.084511774 -0.045651307 -0.0241302455 0.0517647771 0.086873823
#> [49,] -0.091149677 0.045455705 0.0177221031 0.0546792503 0.007181948
#> [50,] 0.047271215 0.147801292 -0.0530927292 -0.0241973519 0.160088320
#> [51,] 0.012721104 0.121218722 -0.0659842407 -0.0008409002 0.104758936
#> [52,] -0.085748668 0.092573594 0.1144204897 0.2277945632 0.097515804
#> [53,] -0.056892911 0.063180515 0.0709399618 0.0271944884 0.093562996
#> [54,] 0.048381230 0.034780994 -0.0684999116 -0.0189679448 0.079978428
#> [55,] -0.013296390 0.009204843 0.0640452151 0.0875743126 0.210404640
#> [56,] -0.028206980 -0.002037895 -0.0357298796 -0.0748460266 0.003230185
#> [57,] -0.011752523 -0.022244422 -0.1075159580 -0.0583982280 -0.015152198
#> [58,] -0.001867579 -0.014956937 -0.0754793413 -0.0860012668 0.032527331
#> [59,] -0.010925435 -0.156911442 -0.0918869963 -0.1465262037 -0.147668757
#> [60,] 0.157535550 0.047874144 -0.0160844037 -0.1506143089 -0.098644770
#> [61,] 0.603939343 0.037281439 0.0360400972 -0.1172302650 0.035984940
#> [62,] 0.070648710 0.570572073 0.0087771238 0.1240659399 0.103434587
#> [63,] -0.002148033 -0.062778277 0.6421274734 -0.0394531959 -0.020893302
#> [64,] -0.114994347 0.092934588 0.0009708523 0.6017034252 0.097510208
#> [65,] 0.056493783 0.090576160 0.0378036709 0.1157831332 0.583430500
#> [66,] 0.092305083 0.076109958 0.0074375239 -0.0179954188 0.029247974
#> [67,] 0.092754875 -0.014246111 -0.0571551663 -0.0227993188 -0.053126368
#> [68,] -0.003143269 -0.076417125 0.1152972659 -0.0479500174 -0.014779336
#> [69,] 0.154165812 0.063858335 0.0505260129 0.0732866586 0.143171534
#> [70,] -0.001616203 -0.060509758 0.0145979238 -0.0690993148 0.025513447
#> [71,] -0.080963229 -0.025601838 -0.0053789633 -0.0625064543 -0.115219180
#> [72,] 0.075212893 -0.130765769 0.0592538066 -0.1030657086 -0.026835628
#> [73,] 0.042532403 0.247038719 -0.0267736448 0.0798116274 0.128290434
#> [74,] 0.038274040 0.045247036 -0.0783859350 0.0483111868 -0.016224126
#> [75,] -0.041824402 0.042213776 0.1654639848 0.1144588827 0.069130231
#> [76,] -0.017096386 -0.085806431 0.0777471267 -0.0023200781 -0.094818308
#> [77,] 0.088418226 0.179466762 -0.0012399977 -0.0192525540 -0.007853260
#> [78,] -0.031410312 -0.011527770 0.0367131741 0.0636999262 -0.078396259
#> [79,] 0.182765668 -0.003687990 -0.0052112441 -0.0632624902 -0.056687439
#> [80,] -0.171616916 -0.050236547 -0.0465352598 0.0586607585 -0.076923461
#> [,66] [,67] [,68] [,69] [,70]
#> [1,] -0.0402123736 -0.010386481 0.066461145 0.0450640541 -0.064954989
#> [2,] -0.0370547127 -0.063845798 -0.086807453 0.0225981121 -0.088026811
#> [3,] 0.1902244195 0.095000170 0.020801822 0.1071012224 -0.053293875
#> [4,] -0.0110022659 0.041739193 -0.065515621 0.0059561547 0.004904543
#> [5,] -0.0484380035 -0.042726289 0.077169998 0.1547433376 -0.075727831
#> [6,] -0.0858742952 -0.110678552 -0.109983267 -0.1614675564 0.069431310
#> [7,] -0.0395570210 0.002932465 0.112112714 0.0611545407 0.021807834
#> [8,] 0.0364525919 0.000370431 0.025483674 0.0594362577 0.075558577
#> [9,] 0.0037554281 -0.024878094 0.115873181 0.0236509937 0.006374384
#> [10,] 0.0081017667 -0.125485573 -0.087497092 0.0137855214 -0.175025938
#> [11,] -0.0571578353 -0.090357055 -0.002212019 -0.0560704319 -0.081904897
#> [12,] 0.0386974677 0.143510799 -0.053472891 -0.0973963494 0.019496685
#> [13,] -0.0732362494 -0.037791426 -0.074710741 -0.0577239295 -0.099687221
#> [14,] 0.0491800469 0.061703396 0.009550390 0.0043040427 0.075137985
#> [15,] -0.0236145035 0.015989602 0.092571527 -0.0035204905 0.011211812
#> [16,] -0.1274569205 -0.058118335 0.108583767 -0.0306344686 -0.063795682
#> [17,] -0.0769913366 0.053104166 -0.022452378 -0.0653525877 -0.002735161
#> [18,] -0.0879747943 0.120499216 0.033800437 -0.0548983656 0.101334348
#> [19,] 0.0763635532 0.006040998 0.011440684 0.1533472535 0.008863117
#> [20,] 0.0423321189 0.049796789 0.146911420 0.0414902769 0.074786014
#> [21,] -0.0758610784 -0.002691256 0.048964916 -0.0406890679 -0.108200701
#> [22,] -0.0155003497 -0.008733795 -0.030643728 -0.0562586265 -0.016352696
#> [23,] 0.0947122357 0.061761004 -0.060162026 0.0041154164 -0.074601107
#> [24,] -0.0009342194 0.012257901 0.082406460 -0.0022059571 -0.012262560
#> [25,] 0.0096258560 0.059969913 0.055648791 -0.0715876292 0.175478829
#> [26,] 0.1282596962 0.001004917 -0.105144165 -0.0832730016 -0.023636937
#> [27,] -0.0894295216 -0.076181278 -0.150982815 -0.1094324360 -0.094463525
#> [28,] -0.0199031660 0.033835477 -0.067160615 -0.0788608045 -0.061673866
#> [29,] -0.0463718762 -0.065832065 -0.107761896 -0.1147276893 -0.063064896
#> [30,] -0.1097847350 0.046944188 -0.043489744 -0.0809884585 -0.026817800
#> [31,] 0.0117943545 -0.083064746 -0.023254888 0.0075430414 0.013169959
#> [32,] -0.0291352303 0.014418553 -0.096577951 -0.0696340129 -0.050647652
#> [33,] -0.0017372827 -0.102678164 -0.078670929 -0.0923456150 -0.012414062
#> [34,] 0.0972069805 0.019477865 0.014849118 0.0518163820 0.105935593
#> [35,] -0.1139662639 -0.142331835 -0.080564070 -0.1019016688 -0.102584667
#> [36,] 0.3133671974 0.042440109 -0.016467740 0.1072600161 -0.017653533
#> [37,] -0.0927521865 -0.042530367 0.036198445 0.0346995724 0.016223147
#> [38,] -0.0880570427 0.027648529 -0.106436159 -0.1743614878 -0.005923380
#> [39,] -0.0951182303 -0.084664988 0.014454981 -0.1276209373 -0.042166226
#> [40,] -0.0621774173 -0.054481458 0.020061496 -0.0677263174 0.063070544
#> [41,] -0.0989521019 -0.020942522 -0.112714355 -0.0895054859 0.020677609
#> [42,] -0.0596406653 -0.019857204 -0.007933153 -0.0229404049 0.020143340
#> [43,] -0.0200238084 0.066537514 -0.033093380 -0.0412891213 -0.068139752
#> [44,] -0.0607186550 -0.143419690 -0.140609725 -0.1559116209 -0.037983626
#> [45,] -0.0184149260 -0.006166732 0.029989739 -0.0561719309 0.049235689
#> [46,] -0.0457028903 -0.001792659 -0.042626875 -0.0667353716 -0.006126103
#> [47,] -0.0038292459 0.037846133 0.122630044 0.0621444185 -0.107377706
#> [48,] -0.1324966417 -0.092006131 -0.087151432 -0.0764824326 0.032479895
#> [49,] -0.1133364150 -0.106747945 -0.030377564 -0.0490729008 -0.119608140
#> [50,] 0.0615805596 -0.026086778 0.001093623 0.0692280284 -0.051820162
#> [51,] -0.0120005055 0.027659186 -0.023081580 0.1009825873 0.013912480
#> [52,] -0.0611969997 -0.110789542 -0.017400472 -0.0282037742 -0.033270099
#> [53,] -0.0794120222 -0.072221069 -0.014171691 -0.0648379343 0.046481407
#> [54,] 0.0150173939 -0.080252159 -0.088313249 0.0612981122 -0.040924353
#> [55,] -0.0151544615 -0.071220270 -0.006566002 0.0731509563 -0.025761764
#> [56,] -0.0166447070 0.070479584 0.030043302 -0.0183531866 -0.025381966
#> [57,] 0.0005856294 0.089244335 0.051359523 0.0456261417 0.031154318
#> [58,] -0.0299401829 -0.118492941 -0.022810043 0.0115680032 0.034749629
#> [59,] -0.0413448585 -0.002932252 -0.033184805 -0.0427293262 -0.012685735
#> [60,] 0.0670475995 0.118732229 -0.008113854 -0.0189463590 0.055200145
#> [61,] 0.0763732093 0.090491656 -0.005571792 0.1262535586 -0.001400424
#> [62,] 0.0935453537 0.016857941 -0.045478378 0.0693133514 -0.026926709
#> [63,] -0.0466824803 -0.097606515 0.074680613 -0.0155743709 -0.023374428
#> [64,] -0.0316913748 -0.022826619 -0.048142622 0.0476103231 -0.066647618
#> [65,] 0.0338249430 -0.034880744 0.003300984 0.1357681232 0.046238068
#> [66,] 0.5880074692 0.059818444 0.011641757 0.0956985336 -0.042256188
#> [67,] 0.0461497880 0.601676125 0.047622638 0.0007356999 -0.010074050
#> [68,] -0.0018615940 0.047787943 0.601510820 0.1664366754 -0.013533487
#> [69,] 0.1076789131 0.026384735 0.191920406 0.5760270896 -0.035714263
#> [70,] -0.0584038403 -0.012553046 -0.016177789 -0.0638422950 0.604155122
#> [71,] -0.1030016586 -0.069438530 -0.095067501 -0.0749780820 -0.016575563
#> [72,] 0.0451312535 -0.026246695 0.054885376 0.0038805748 0.015618152
#> [73,] 0.1059780960 -0.083604417 -0.076400812 0.0163929990 -0.040897720
#> [74,] 0.0943814563 0.156173253 -0.014223499 0.0251639666 0.022541902
#> [75,] -0.0325817327 0.014799989 0.041520631 0.0728636550 0.110980204
#> [76,] -0.0902735034 -0.049703423 0.093952219 -0.0027044012 -0.059256286
#> [77,] 0.1479897890 0.012975662 -0.060387081 0.0453543204 0.120504638
#> [78,] 0.0962951801 0.105326889 0.012509645 0.0040144324 0.029442542
#> [79,] 0.1347522157 0.094553595 0.020391564 0.1065500006 0.062773077
#> [80,] -0.0918083800 -0.050545462 0.017167991 -0.1271708597 0.124279259
#> [,71] [,72] [,73] [,74] [,75]
#> [1,] -0.0144828995 -0.0718686167 -0.097527678 -0.0696136403 -0.0146206610
#> [2,] -0.0177722835 -0.1397079488 0.002971810 0.0777063440 0.0456604815
#> [3,] -0.0121939656 0.0160251709 -0.021156340 0.0544078583 0.0624354854
#> [4,] 0.1201183490 -0.0859996328 -0.040324660 0.1322709188 -0.0398389473
#> [5,] 0.0681554585 -0.0101887670 -0.053984420 -0.0062239715 0.0640079824
#> [6,] -0.0469187525 -0.0098202783 0.014654537 -0.0838488968 -0.0266425600
#> [7,] 0.0630679079 -0.0364222692 -0.120073497 -0.0688498714 -0.0943072240
#> [8,] -0.0393337815 0.0684541500 -0.020682234 -0.0394534192 0.1626983566
#> [9,] -0.0950004163 0.0514578462 0.004650674 -0.0208523561 0.0931418095
#> [10,] -0.0070892977 -0.1754140289 0.025302678 0.0275951987 -0.0990194441
#> [11,] 0.0063030605 -0.0144140010 0.011299159 -0.1278067423 -0.0799189235
#> [12,] 0.1132263597 0.0166201534 -0.054386981 0.0562034909 -0.1184680650
#> [13,] -0.0516823153 -0.0715532429 0.233991557 -0.0304765682 0.0736287042
#> [14,] -0.0740699171 0.0663173641 -0.014361271 0.0008867105 0.0486860302
#> [15,] -0.0334493922 0.0067398035 0.018431499 -0.0474849245 0.0195577961
#> [16,] -0.0911178399 -0.0363800144 -0.078630748 -0.1094810339 0.0547490319
#> [17,] -0.0779045962 -0.0155405461 0.043309922 -0.0247799621 -0.1300498058
#> [18,] -0.0729330981 0.0066059571 -0.093874071 -0.0181791281 -0.0443318319
#> [19,] -0.0632052587 0.1511229778 0.049529736 0.0461003606 0.0509319669
#> [20,] -0.0927388458 0.0723301428 -0.049467111 -0.0026407922 0.0054137443
#> [21,] 0.0442378991 -0.1278949746 -0.087777873 -0.0094535619 -0.0724446178
#> [22,] 0.0136663052 -0.0494619969 0.012334912 -0.0678049083 0.0766883103
#> [23,] -0.0363731913 -0.0799676547 0.116629841 -0.0711885221 -0.0641125907
#> [24,] -0.0894146681 0.0542444661 -0.110169994 -0.0369826101 -0.0286554791
#> [25,] 0.0001111215 0.0305913048 -0.105981624 -0.0374735567 -0.0638776006
#> [26,] -0.0149816318 0.0008581825 0.002364483 0.0076089138 -0.1894248489
#> [27,] -0.0068479117 -0.0241779611 0.181454216 -0.0871776322 -0.0421127796
#> [28,] -0.0735651704 0.0977273873 -0.076645952 -0.1200587631 -0.0430362027
#> [29,] -0.0910752470 0.0805508485 -0.039934127 -0.1000168599 -0.1456087626
#> [30,] 0.0734270132 -0.0459356339 -0.100809627 0.0214453402 -0.1440594332
#> [31,] 0.0982397549 -0.0318865636 0.023649137 -0.0633826217 0.0453596303
#> [32,] 0.0695740682 -0.1797181177 -0.119790078 -0.0232474049 -0.1102748564
#> [33,] -0.0118073945 -0.0605500465 0.066094133 -0.0010545195 -0.0197557715
#> [34,] -0.1154041820 0.2198980302 0.063594021 0.0270995511 0.0023758445
#> [35,] -0.0873656334 -0.0683246043 -0.012825254 -0.1434949990 -0.0526736080
#> [36,] 0.0344759055 0.1047882884 0.064818558 0.0551450443 -0.0540984520
#> [37,] 0.0178119094 0.0646423813 -0.084078702 -0.0161352871 0.0237508063
#> [38,] 0.0079373672 0.0650370043 -0.037712796 -0.0495920074 -0.0877343503
#> [39,] -0.0330999839 -0.0159024960 -0.083769928 -0.1127391059 -0.1293657995
#> [40,] 0.0920894163 0.0190811441 -0.135151143 -0.0738933386 0.0962097884
#> [41,] 0.0906811044 0.0012985015 -0.120456489 -0.0286726512 -0.0252150254
#> [42,] -0.0437388952 -0.0607109273 0.001471305 -0.1318235945 0.0242429144
#> [43,] 0.1412397546 -0.0878639514 -0.039036779 0.0774072592 -0.1060251753
#> [44,] 0.0301764023 -0.0758399701 -0.074281020 -0.0802786535 -0.0941346385
#> [45,] -0.1129425955 0.1441249377 0.003374811 -0.0209532559 -0.0511047289
#> [46,] 0.1099070095 -0.0104244851 -0.085391530 -0.0040355178 -0.0202813607
#> [47,] -0.0494574704 0.0328577268 -0.077923344 0.0170284675 -0.0461537990
#> [48,] 0.0232910831 -0.1132034062 0.024065553 0.0491389702 0.0448267313
#> [49,] 0.0336777211 -0.0949126884 0.081597892 -0.1219428388 0.0174443811
#> [50,] 0.0299327877 -0.0244122671 0.063772874 0.0238752527 -0.0713096282
#> [51,] 0.0888611894 -0.0373574811 0.052747896 0.1786475336 0.0083190759
#> [52,] -0.0976284252 -0.1221310759 0.124995081 -0.0764373969 0.1538190361
#> [53,] -0.0338734263 0.0944641862 -0.025974801 -0.1020507689 0.1029724804
#> [54,] 0.0412662289 -0.0545938154 0.068681618 0.0811943672 -0.0653569309
#> [55,] -0.0194563609 0.0465703146 0.006734061 0.0244372239 0.0763664314
#> [56,] -0.0010204071 -0.1045184729 -0.036163581 0.0034420628 -0.0865360760
#> [57,] -0.0819270474 -0.0268437508 -0.052635798 0.0225145974 -0.0365363266
#> [58,] -0.0206752011 -0.0216850963 0.069758270 0.0308438931 -0.0322205855
#> [59,] 0.1289916946 0.0397761874 -0.143256006 -0.0105234003 -0.1051395920
#> [60,] 0.0291315750 0.0454227664 0.009385002 0.0206621850 -0.0467835155
#> [61,] -0.0622309896 0.0817229363 0.038832613 0.0182804371 -0.0548899391
#> [62,] 0.0264976708 -0.0908884551 0.276706200 0.0586207037 0.0625155099
#> [63,] -0.0248348546 0.0275757198 -0.068661564 -0.1365676678 0.1142103179
#> [64,] -0.0415382973 -0.0943197472 0.078347756 0.0305535022 0.1036292640
#> [65,] -0.0759780982 0.0001832581 0.145099488 -0.0157088860 0.0765735376
#> [66,] -0.0683375456 0.0675731709 0.118210180 0.0903197278 -0.0297153954
#> [67,] -0.0484430733 -0.0174734336 -0.085040988 0.1384428689 0.0039976703
#> [68,] -0.0739067390 0.0638239421 -0.077672078 -0.0317885786 0.0308836176
#> [69,] -0.0283335895 0.0383028718 0.040605463 0.0330826175 0.0877103719
#> [70,] 0.0019408972 0.0219124166 -0.044813288 0.0023325204 0.0976988886
#> [71,] 0.6226715821 -0.0985922039 -0.112110887 0.0790706640 -0.0379962605
#> [72,] -0.0863700083 0.6104493866 -0.115631970 -0.0548446511 0.0002071433
#> [73,] -0.0896788589 -0.1054221375 0.600239554 0.0015219228 0.0414099150
#> [74,] 0.1177965056 -0.0283410051 0.017815736 0.5839457406 0.0602752910
#> [75,] -0.0061984849 0.0197827233 0.050775662 0.0533472251 0.5908738065
#> [76,] 0.0952890600 0.0096839258 -0.068593492 0.0252468786 0.0003531905
#> [77,] 0.0061871509 -0.0445667795 0.179013341 0.0886867556 0.0525992307
#> [78,] 0.0041142509 0.1198051455 -0.074774977 0.1450299590 0.1018132303
#> [79,] -0.0754581357 0.0576694600 0.062374730 0.1038292826 0.0180197187
#> [80,] 0.0477606145 -0.0508616349 -0.108151258 -0.0089574834 0.0077740700
#> [,76] [,77] [,78] [,79] [,80]
#> [1,] -0.008545931 -0.1382014481 -5.291856e-02 -0.138619064 0.0116073212
#> [2,] -0.146443873 0.0067746909 8.380749e-03 -0.030242123 0.0383504538
#> [3,] -0.023715792 -0.0058887483 1.322885e-01 -0.035264821 -0.0255743338
#> [4,] -0.041558620 0.0713011155 -4.789633e-02 -0.004358190 -0.0748989602
#> [5,] 0.335274131 -0.1062465617 -3.439136e-03 -0.106652392 -0.0692312529
#> [6,] 0.012145764 -0.0071752806 -8.095897e-02 -0.044490967 0.0350726856
#> [7,] -0.026599778 -0.0337525306 -1.301474e-01 -0.032462863 -0.0235403751
#> [8,] 0.094951244 -0.0347053077 1.327035e-03 -0.034419943 -0.1242238056
#> [9,] -0.112740074 -0.0351609675 -3.328715e-02 -0.064487821 0.0671021189
#> [10,] -0.088922516 -0.0751981581 -1.098795e-01 -0.101737843 -0.1108928888
#> [11,] 0.114925279 -0.1318697971 -1.833367e-01 -0.095748684 -0.1748021810
#> [12,] 0.055775305 0.0359015108 3.850842e-02 0.094102424 0.0129001834
#> [13,] -0.012910308 0.0585984402 -2.612270e-02 -0.028735296 -0.0863358845
#> [14,] -0.034738314 0.0923356891 9.560231e-02 0.186813188 0.0638462202
#> [15,] -0.087324867 -0.0089317828 -4.783270e-02 -0.084892556 -0.0316632813
#> [16,] 0.133650459 -0.1722504423 -2.218919e-02 -0.135332092 0.0225441272
#> [17,] -0.025161882 -0.0165591521 -9.647541e-03 0.089094172 0.0500723603
#> [18,] -0.009638157 -0.1392876972 -8.308273e-03 -0.095828429 0.1491152659
#> [19,] -0.066936115 0.1661279338 7.100950e-02 0.133312077 -0.1023193252
#> [20,] -0.064914020 0.0049829183 -3.370361e-02 0.241119309 -0.0151787292
#> [21,] -0.034671009 -0.1226021047 -6.192254e-02 -0.141339453 0.1193218655
#> [22,] -0.044599628 -0.0150852937 2.689092e-02 -0.097171860 0.0778944589
#> [23,] -0.093561609 0.0958541662 -2.936399e-02 -0.005595494 -0.0144397495
#> [24,] 0.080219158 -0.1040135503 4.423643e-02 0.028773844 -0.0514937874
#> [25,] -0.030375949 0.0478888318 4.785960e-02 -0.005696408 0.2262942222
#> [26,] -0.052315152 -0.0041755640 -1.065519e-01 0.022206077 -0.0761271809
#> [27,] 0.023373726 -0.0250040760 -8.831148e-02 -0.114024976 -0.1156740417
#> [28,] -0.017896331 -0.1219665633 -5.765261e-02 -0.142297840 -0.1148107782
#> [29,] -0.141248791 -0.0840966288 -4.610350e-02 -0.021448330 0.0259743983
#> [30,] 0.014889077 -0.0815351142 -1.076857e-01 -0.054745120 -0.0365229399
#> [31,] 0.013918956 0.0038133486 5.124249e-02 -0.076695004 0.1231807836
#> [32,] -0.103832288 0.0590241934 -2.578904e-02 -0.003617929 -0.0333424287
#> [33,] -0.156898062 0.1063359128 5.376914e-02 0.051560519 0.1540412190
#> [34,] -0.022630340 0.1495967002 1.547673e-01 0.251475030 -0.0299287679
#> [35,] 0.111386335 -0.0906635934 -6.674515e-02 -0.038188797 -0.1505150986
#> [36,] 0.017463503 0.1354909179 1.920469e-01 0.091327358 -0.0229079411
#> [37,] 0.121673385 -0.1305480405 1.074592e-02 -0.018514593 -0.0574979446
#> [38,] -0.038895679 -0.0828730171 -9.668149e-03 -0.027976012 0.0131968105
#> [39,] -0.035130317 -0.1228887388 -9.104140e-02 -0.072250881 0.2092800920
#> [40,] -0.015469194 -0.0253835369 1.027073e-01 -0.074867371 0.1179423209
#> [41,] -0.143607962 -0.0365927268 -1.000173e-01 -0.063113522 0.0532562950
#> [42,] 0.057767748 -0.0783072889 -1.391541e-01 -0.153918872 -0.1311099678
#> [43,] -0.038832380 0.0271940453 -1.263737e-02 0.028956040 -0.0005505544
#> [44,] -0.114533656 -0.0845565730 -5.489225e-02 -0.102469375 0.1666319865
#> [45,] -0.110349201 -0.0559417380 -8.504481e-02 0.053034948 0.0420462491
#> [46,] 0.336458415 -0.1056303315 -3.234232e-03 -0.071383844 -0.0366883410
#> [47,] 0.030250107 -0.0972038279 -3.086110e-02 -0.033357738 0.0293478830
#> [48,] -0.036002101 -0.0444139022 -1.332233e-01 -0.114836106 -0.0509877520
#> [49,] 0.232981222 -0.1320022202 -1.034127e-01 -0.146779043 -0.0331708443
#> [50,] 0.006681326 0.0489411946 -3.751223e-02 -0.026739879 -0.0832989148
#> [51,] -0.059360493 0.0902165245 -8.586189e-04 0.040975018 -0.0717174045
#> [52,] -0.033521498 -0.0281348761 -2.492608e-02 -0.105173790 0.0182931404
#> [53,] -0.104966777 -0.0386880398 -3.169148e-04 -0.104783515 0.1030447659
#> [54,] 0.004077329 -0.0232012854 -8.754404e-02 0.004506130 -0.0582558052
#> [55,] 0.025373549 -0.0514561007 3.115653e-02 -0.061521465 0.0465804818
#> [56,] -0.049519393 -0.0405059404 -4.245324e-02 0.015439636 -0.0041937805
#> [57,] -0.066192131 0.0170892063 1.057152e-01 0.128794794 0.0575477559
#> [58,] -0.029332540 0.0630732684 -5.576108e-02 0.139268232 0.0596803178
#> [59,] 0.038122697 -0.1231573571 -9.615852e-02 -0.048077061 -0.0516485404
#> [60,] 0.027539910 0.1821958507 3.096230e-02 0.104139699 -0.0303930773
#> [61,] -0.007755521 0.0727422927 -4.625889e-02 0.164853436 -0.1787724961
#> [62,] -0.043098297 0.1971580996 6.990920e-03 0.011767049 -0.0240248573
#> [63,] 0.048899861 -0.0551040609 -1.632354e-02 -0.061311606 -0.0918789704
#> [64,] 0.009256704 -0.0326925689 5.108726e-02 -0.078938804 0.0537410962
#> [65,] -0.064968600 -0.0030203500 -7.273600e-02 -0.054090827 -0.0635701983
#> [66,] -0.065000765 0.1482457300 9.737847e-02 0.132771858 -0.0830320864
#> [67,] -0.038099341 -0.0004370534 9.274153e-02 0.078904582 -0.0554378242
#> [68,] 0.105721607 -0.0736344914 8.958779e-05 0.004907856 0.0124409337
#> [69,] 0.034548717 0.0575906409 1.707811e-02 0.116550023 -0.1064141865
#> [70,] -0.050131200 0.1046129267 1.437818e-02 0.044645067 0.1169078996
#> [71,] 0.085897685 -0.0282210211 -2.946657e-02 -0.112102606 0.0218727951
#> [72,] 0.012514747 -0.0667527559 9.844652e-02 0.033247185 -0.0645272586
#> [73,] -0.055552838 0.1670371977 -8.592377e-02 0.048162288 -0.1116070485
#> [74,] 0.054581346 0.0930044253 1.501750e-01 0.105910654 0.0038805388
#> [75,] 0.022759592 0.0499888344 1.000302e-01 0.013173024 0.0136840263
#> [76,] 0.613280208 -0.1432066224 -1.483031e-02 -0.082842701 -0.0799359506
#> [77,] -0.118189825 0.5882634102 9.503031e-02 0.245380343 -0.0157544345
#> [78,] 0.009359131 0.0942029562 5.890908e-01 0.130116344 0.1168298906
#> [79,] -0.055589605 0.2476166417 1.331800e-01 0.586027112 -0.0614147563
#> [80,] -0.063439506 -0.0242747870 1.091369e-01 -0.072171407 0.5967837628
#> attr(,"scaled:center")
#> [1] 0.3782669 0.3809051 0.4177281 0.3912940 0.4082337 0.3836853 0.3820761
#> [8] 0.3867995 0.4098681 0.3529733 0.3528950 0.4103617 0.3823800 0.4086794
#> [15] 0.3975514 0.3825561 0.3965111 0.4122644 0.4045401 0.3961760 0.3917129
#> [22] 0.3894717 0.4104081 0.3848767 0.4006978 0.3872685 0.3758471 0.3686865
#> [29] 0.3845324 0.3764442 0.4119124 0.3534128 0.3965159 0.4024439 0.3361844
#> [36] 0.4255774 0.3898105 0.3957836 0.3911251 0.3978670 0.3848866 0.3754391
#> [43] 0.3984619 0.3791862 0.3930092 0.3917154 0.4043294 0.3630059 0.3932208
#> [50] 0.3902471 0.4064515 0.3840116 0.4086117 0.4119127 0.4164178 0.3924465
#> [57] 0.4033200 0.4077141 0.3782406 0.4141082 0.3960607 0.4294279 0.3578725
#> [64] 0.3982966 0.4165695 0.4119925 0.3983239 0.3984892 0.4239729 0.3958449
#> [71] 0.3773284 0.3895506 0.3997604 0.4160543 0.4091262 0.3867198 0.4117366
#> [78] 0.4109092 0.4139729 0.4032162
#>
#> $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,] -1.918508626
#> [2,] -0.907145380
#> [3,] -0.483550479
#> [4,] -0.626219045
#> [5,] -1.549361109
#> [6,] -0.857047964
#> [7,] 0.000000000
#> [8,] 1.461566522
#> [9,] -0.736925786
#> [10,] 0.000000000
#> [11,] 3.435121043
#> [12,] 1.160263052
#> [13,] -0.608390598
#> [14,] -1.116565155
#> [15,] 0.244046600
#> [16,] 0.008343426
#> [17,] 0.000000000
#> [18,] 0.475538006
#> [19,] 0.822412603
#> [20,] -0.778435719
#> [21,] -0.450031658
#> [22,] 0.857787312
#> [23,] -0.584006204
#> [24,] -1.841802587
#> [25,] -0.365953266
#> [26,] 0.114201896
#> [27,] -0.773531174
#> [28,] -1.492096051
#> [29,] 0.041045855
#> [30,] 0.000000000
#> [31,] 3.093250236
#> [32,] 0.000000000
#> [33,] -0.186678738
#> [34,] -0.392462038
#> [35,] 1.945518289
#> [36,] -0.642608431
#> [37,] 1.837094911
#> [38,] 0.000000000
#> [39,] 0.114886266
#> [40,] 1.485817519
#> [41,] 0.000000000
#> [42,] -1.115627285
#> [43,] 1.396078678
#> [44,] -1.168681754
#> [45,] 0.430595215
#> [46,] -1.389866459
#> [47,] 0.000000000
#> [48,] -1.192490628
#> [49,] 0.000000000
#> [50,] -0.242269122
#> [51,] -0.171474599
#> [52,] 0.206393794
#> [53,] -0.689283354
#> [54,] 2.666710947
#> [55,] 2.973736149
#> [56,] 0.145081940
#> [57,] -0.184321077
#> [58,] 0.422468700
#> [59,] -0.619303330
#> [60,] -0.790848244
#> [61,] -0.661137461
#> [62,] 1.558862938
#> [63,] 2.760487493
#> [64,] -0.886965047
#> [65,] 1.258487424
#> [66,] -0.406468119
#> [67,] 0.043849351
#> [68,] -0.171955897
#> [69,] 1.237647808
#> [70,] 0.000000000
#> [71,] -1.186358763
#> [72,] 0.923395214
#> [73,] -0.203943532
#> [74,] 0.000000000
#> [75,] -0.175005053
#> [76,] -0.020985226
#> [77,] -0.928648794
#> [78,] 0.000000000
#> [79,] -0.551097906
#> [80,] 0.558010653
#>
#> $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,] 0.8768058
#> [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,] -0.6245761
#> [21,] 0.0000000
#> [22,] 0.0000000
#> [23,] 0.0000000
#> [24,] 0.0000000
#> [25,] -0.8819973
#> [26,] 0.0000000
#> [27,] 0.0000000
#> [28,] 0.0000000
#> [29,] 0.0000000
#> [30,] 0.0000000
#> [31,] 0.6655787
#> [32,] 0.0000000
#> [33,] 0.0000000
#> [34,] 0.0000000
#> [35,] 0.0000000
#> [36,] 0.0000000
#> [37,] 0.6645829
#> [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,] 0.7511499
#> [53,] 0.0000000
#> [54,] 0.6556647
#> [55,] 1.0188928
#> [56,] 0.0000000
#> [57,] -0.8392528
#> [58,] 0.0000000
#> [59,] 0.0000000
#> [60,] 0.0000000
#> [61,] 0.0000000
#> [62,] 0.0000000
#> [63,] 1.2477863
#> [64,] 0.0000000
#> [65,] 0.7073457
#> [66,] 0.0000000
#> [67,] -0.7091667
#> [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,] -0.86212193
#> [2,] -0.36992042
#> [3,] 0.00000000
#> [4,] 0.00000000
#> [5,] 0.00000000
#> [6,] 0.00000000
#> [7,] 0.00000000
#> [8,] 1.04469521
#> [9,] -0.48413708
#> [10,] 0.00000000
#> [11,] 1.17256156
#> [12,] -0.23660045
#> [13,] 0.00000000
#> [14,] 0.00000000
#> [15,] 0.00000000
#> [16,] 0.00000000
#> [17,] 0.00000000
#> [18,] 0.00000000
#> [19,] 0.00000000
#> [20,] -0.49032573
#> [21,] 0.00000000
#> [22,] 0.00000000
#> [23,] 0.00000000
#> [24,] 0.00000000
#> [25,] -0.91257030
#> [26,] -0.13077924
#> [27,] 0.00000000
#> [28,] 0.00000000
#> [29,] 0.00000000
#> [30,] 0.00000000
#> [31,] 0.83111793
#> [32,] 0.00000000
#> [33,] 0.00000000
#> [34,] 0.00000000
#> [35,] 0.00000000
#> [36,] 0.00000000
#> [37,] 1.10067784
#> [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,] 0.31953710
#> [53,] -0.23795064
#> [54,] 1.11187906
#> [55,] 1.18098980
#> [56,] 0.00000000
#> [57,] -1.01357763
#> [58,] 0.00000000
#> [59,] 0.07075225
#> [60,] 0.00000000
#> [61,] 0.00000000
#> [62,] 0.00000000
#> [63,] 1.51565769
#> [64,] -0.40385645
#> [65,] 0.62313514
#> [66,] 0.00000000
#> [67,] -0.78567699
#> [68,] 0.00000000
#> [69,] 0.00000000
#> [70,] 0.00000000
#> [71,] 0.00000000
#> [72,] 0.62572483
#> [73,] 0.00000000
#> [74,] 0.00000000
#> [75,] 0.09084203
#> [76,] 0.00000000
#> [77,] 0.00000000
#> [78,] 0.00000000
#> [79,] 0.00000000
#> [80,] 0.00000000
#>
#> $betamat[[3]]
#> [,1]
#> [1,] -1.171119073
#> [2,] -0.234406626
#> [3,] 0.000000000
#> [4,] 0.000000000
#> [5,] -0.533880267
#> [6,] -0.686114442
#> [7,] 0.000000000
#> [8,] 0.779049730
#> [9,] -0.287926134
#> [10,] 0.000000000
#> [11,] 1.497745266
#> [12,] -0.131597442
#> [13,] 0.000000000
#> [14,] 0.000000000
#> [15,] 0.000000000
#> [16,] 0.000000000
#> [17,] 0.000000000
#> [18,] 0.000000000
#> [19,] 0.000000000
#> [20,] -0.476895084
#> [21,] 0.000000000
#> [22,] 0.000000000
#> [23,] 0.000000000
#> [24,] -0.232823771
#> [25,] -1.128029382
#> [26,] 0.128990372
#> [27,] 0.000000000
#> [28,] 0.000000000
#> [29,] 0.507017331
#> [30,] 0.000000000
#> [31,] 1.295845099
#> [32,] 0.000000000
#> [33,] -0.281219490
#> [34,] 0.000000000
#> [35,] 0.000000000
#> [36,] 0.000000000
#> [37,] 1.222934622
#> [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,] -0.746965403
#> [47,] 0.000000000
#> [48,] -0.500263138
#> [49,] 0.000000000
#> [50,] 0.000000000
#> [51,] 0.000000000
#> [52,] 0.246412936
#> [53,] -0.003878009
#> [54,] 1.791610342
#> [55,] 1.756653711
#> [56,] -0.245631572
#> [57,] -0.742289960
#> [58,] 0.000000000
#> [59,] -0.084675263
#> [60,] 0.000000000
#> [61,] 0.000000000
#> [62,] 0.000000000
#> [63,] 1.771166134
#> [64,] -0.933886843
#> [65,] 0.956287359
#> [66,] 0.000000000
#> [67,] -0.978427974
#> [68,] 0.000000000
#> [69,] 0.000000000
#> [70,] 0.000000000
#> [71,] 0.000000000
#> [72,] 0.821278914
#> [73,] 0.000000000
#> [74,] 0.000000000
#> [75,] -0.302285464
#> [76,] 0.068701595
#> [77,] 0.000000000
#> [78,] 0.000000000
#> [79,] 0.000000000
#> [80,] 0.000000000
#>
#> $betamat[[4]]
#> [,1]
#> [1,] -1.110230601
#> [2,] -0.420515768
#> [3,] 0.000000000
#> [4,] -0.327484124
#> [5,] -0.622140159
#> [6,] -0.962490103
#> [7,] 0.000000000
#> [8,] 0.905746074
#> [9,] -0.361458784
#> [10,] 0.000000000
#> [11,] 2.004616697
#> [12,] 0.407659268
#> [13,] 0.000000000
#> [14,] -0.835888231
#> [15,] 0.000000000
#> [16,] -0.132115049
#> [17,] 0.000000000
#> [18,] -0.204623628
#> [19,] 0.000000000
#> [20,] -0.460791300
#> [21,] 0.000000000
#> [22,] 0.173319897
#> [23,] -0.058380629
#> [24,] -0.640244260
#> [25,] -0.603708480
#> [26,] 0.088886150
#> [27,] -0.337262167
#> [28,] -0.498400880
#> [29,] 0.409966939
#> [30,] 0.000000000
#> [31,] 2.148314013
#> [32,] 0.000000000
#> [33,] -0.202689833
#> [34,] -0.250010693
#> [35,] 0.949449999
#> [36,] -0.249780167
#> [37,] 1.589408557
#> [38,] 0.000000000
#> [39,] 0.000000000
#> [40,] 0.934232807
#> [41,] 0.000000000
#> [42,] 0.000000000
#> [43,] 0.810125383
#> [44,] 0.000000000
#> [45,] 0.191131343
#> [46,] -0.905124526
#> [47,] 0.000000000
#> [48,] -0.945365581
#> [49,] 0.000000000
#> [50,] 0.000000000
#> [51,] 0.000000000
#> [52,] 0.122384707
#> [53,] -0.174692872
#> [54,] 2.072477954
#> [55,] 2.191792750
#> [56,] -0.009214285
#> [57,] -0.382719893
#> [58,] 0.543943055
#> [59,] -0.049375394
#> [60,] 0.000000000
#> [61,] 0.141285897
#> [62,] 0.000000000
#> [63,] 2.159730784
#> [64,] -0.976502264
#> [65,] 0.926728788
#> [66,] -0.076795062
#> [67,] -0.637104537
#> [68,] 0.156050078
#> [69,] 0.000000000
#> [70,] 0.000000000
#> [71,] 0.000000000
#> [72,] 0.927629120
#> [73,] -0.190812959
#> [74,] 0.000000000
#> [75,] -0.249960967
#> [76,] 0.067478945
#> [77,] -0.832673884
#> [78,] 0.000000000
#> [79,] -0.473067234
#> [80,] -0.054962261
#>
#> $betamat[[5]]
#> [,1]
#> [1,] -1.42843370
#> [2,] -0.66864486
#> [3,] 0.00000000
#> [4,] -0.45490510
#> [5,] -1.13474055
#> [6,] -1.05775300
#> [7,] 0.00000000
#> [8,] 1.02793011
#> [9,] -0.49572258
#> [10,] 0.00000000
#> [11,] 2.61468023
#> [12,] 0.79479257
#> [13,] -0.47576833
#> [14,] -1.13826777
#> [15,] 0.00000000
#> [16,] -0.18120372
#> [17,] 0.00000000
#> [18,] 0.01501336
#> [19,] 0.73325353
#> [20,] -0.68391303
#> [21,] -0.19311264
#> [22,] 0.43068468
#> [23,] -0.23799176
#> [24,] -1.22606026
#> [25,] -0.58889929
#> [26,] 0.10030252
#> [27,] -0.32532792
#> [28,] -0.79613163
#> [29,] 0.41868509
#> [30,] 0.00000000
#> [31,] 2.57775194
#> [32,] 0.00000000
#> [33,] 0.00137820
#> [34,] -0.29357175
#> [35,] 1.36114266
#> [36,] -0.37973096
#> [37,] 1.64073719
#> [38,] 0.00000000
#> [39,] 0.00000000
#> [40,] 1.17722389
#> [41,] 0.00000000
#> [42,] 0.00000000
#> [43,] 1.19999610
#> [44,] -0.67104550
#> [45,] 0.29749751
#> [46,] -1.19302735
#> [47,] 0.00000000
#> [48,] -1.14945359
#> [49,] 0.00000000
#> [50,] 0.00000000
#> [51,] -0.07987715
#> [52,] 0.08925741
#> [53,] -0.23979693
#> [54,] 2.29790023
#> [55,] 2.42973945
#> [56,] 0.18094172
#> [57,] -0.27629081
#> [58,] 0.47032500
#> [59,] -0.26162531
#> [60,] 0.00000000
#> [61,] -0.22149349
#> [62,] 1.08901810
#> [63,] 2.46950671
#> [64,] -1.09967510
#> [65,] 0.99332921
#> [66,] -0.24883050
#> [67,] -0.46496937
#> [68,] -0.02988520
#> [69,] 1.05303158
#> [70,] 0.00000000
#> [71,] -0.42546873
#> [72,] 0.96445093
#> [73,] -0.14875440
#> [74,] 0.00000000
#> [75,] -0.31108456
#> [76,] -0.02601314
#> [77,] -0.91528977
#> [78,] 0.00000000
#> [79,] -0.55508462
#> [80,] 0.19856030
#>
#> $betamat[[6]]
#> [,1]
#> [1,] -1.918508626
#> [2,] -0.907145380
#> [3,] -0.483550479
#> [4,] -0.626219045
#> [5,] -1.549361109
#> [6,] -0.857047964
#> [7,] 0.000000000
#> [8,] 1.461566522
#> [9,] -0.736925786
#> [10,] 0.000000000
#> [11,] 3.435121043
#> [12,] 1.160263052
#> [13,] -0.608390598
#> [14,] -1.116565155
#> [15,] 0.244046600
#> [16,] 0.008343426
#> [17,] 0.000000000
#> [18,] 0.475538006
#> [19,] 0.822412603
#> [20,] -0.778435719
#> [21,] -0.450031658
#> [22,] 0.857787312
#> [23,] -0.584006204
#> [24,] -1.841802587
#> [25,] -0.365953266
#> [26,] 0.114201896
#> [27,] -0.773531174
#> [28,] -1.492096051
#> [29,] 0.041045855
#> [30,] 0.000000000
#> [31,] 3.093250236
#> [32,] 0.000000000
#> [33,] -0.186678738
#> [34,] -0.392462038
#> [35,] 1.945518289
#> [36,] -0.642608431
#> [37,] 1.837094911
#> [38,] 0.000000000
#> [39,] 0.114886266
#> [40,] 1.485817519
#> [41,] 0.000000000
#> [42,] -1.115627285
#> [43,] 1.396078678
#> [44,] -1.168681754
#> [45,] 0.430595215
#> [46,] -1.389866459
#> [47,] 0.000000000
#> [48,] -1.192490628
#> [49,] 0.000000000
#> [50,] -0.242269122
#> [51,] -0.171474599
#> [52,] 0.206393794
#> [53,] -0.689283354
#> [54,] 2.666710947
#> [55,] 2.973736149
#> [56,] 0.145081940
#> [57,] -0.184321077
#> [58,] 0.422468700
#> [59,] -0.619303330
#> [60,] -0.790848244
#> [61,] -0.661137461
#> [62,] 1.558862938
#> [63,] 2.760487493
#> [64,] -0.886965047
#> [65,] 1.258487424
#> [66,] -0.406468119
#> [67,] 0.043849351
#> [68,] -0.171955897
#> [69,] 1.237647808
#> [70,] 0.000000000
#> [71,] -1.186358763
#> [72,] 0.923395214
#> [73,] -0.203943532
#> [74,] 0.000000000
#> [75,] -0.175005053
#> [76,] -0.020985226
#> [77,] -0.928648794
#> [78,] 0.000000000
#> [79,] -0.551097906
#> [80,] 0.558010653
#>
#>
#> $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] 0.3782669 0.3809051 0.4177281 0.3912940 0.4082337 0.3836853 0.3820761
#> [8] 0.3867995 0.4098681 0.3529733 0.3528950 0.4103617 0.3823800 0.4086794
#> [15] 0.3975514 0.3825561 0.3965111 0.4122644 0.4045401 0.3961760 0.3917129
#> [22] 0.3894717 0.4104081 0.3848767 0.4006978 0.3872685 0.3758471 0.3686865
#> [29] 0.3845324 0.3764442 0.4119124 0.3534128 0.3965159 0.4024439 0.3361844
#> [36] 0.4255774 0.3898105 0.3957836 0.3911251 0.3978670 0.3848866 0.3754391
#> [43] 0.3984619 0.3791862 0.3930092 0.3917154 0.4043294 0.3630059 0.3932208
#> [50] 0.3902471 0.4064515 0.3840116 0.4086117 0.4119127 0.4164178 0.3924465
#> [57] 0.4033200 0.4077141 0.3782406 0.4141082 0.3960607 0.4294279 0.3578725
#> [64] 0.3982966 0.4165695 0.4119925 0.3983239 0.3984892 0.4239729 0.3958449
#> [71] 0.3773284 0.3895506 0.3997604 0.4160543 0.4091262 0.3867198 0.4117366
#> [78] 0.4109092 0.4139729 0.4032162
#>
#> $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 6.217331e-01 -0.0465220822 0.026595227 -0.065314404 0.1251212801
#> 2 -4.388382e-02 0.6190948819 0.096793458 0.075562559 -0.0758915299
#> 3 6.605645e-02 0.1336164114 0.582271929 0.019564284 0.0902045609
#> 4 -5.228722e-02 0.0859514732 -0.006869755 0.608705967 -0.0179882787
#> 5 1.550882e-01 -0.0485629215 0.080710216 -0.001048585 0.5917662735
#> 6 -1.065964e-01 -0.1117459605 -0.114976681 -0.075500479 0.0049514527
#> 7 2.743325e-02 -0.0788048605 -0.071452852 0.036521809 -0.0353202157
#> 8 -7.412652e-02 -0.0751858031 0.089625661 0.006054485 0.0606455298
#> 9 1.368631e-01 0.0970363316 0.049792788 -0.013993407 -0.0602074625
#> 10 2.764584e-02 0.1943905020 -0.003261175 -0.014998154 -0.0299351749
#> 11 -2.109642e-02 -0.1845361910 -0.130955111 -0.091559933 -0.0040888351
#> 12 -4.280421e-02 -0.1194165460 -0.037896012 -0.019201040 -0.0351473803
#> 13 -7.575517e-02 0.0020757438 -0.035325378 -0.091476512 -0.0439902704
#> 14 -8.052366e-02 -0.0089521617 -0.009099111 -0.061250931 -0.0113861269
#> 15 1.350005e-01 -0.0067608741 0.021809262 -0.006598301 -0.0526300370
#> 16 7.121958e-02 -0.0177102248 -0.044191999 -0.069498054 0.2042315279
#> 17 -1.012094e-01 -0.0222682549 -0.108468534 -0.074287884 -0.1009128139
#> 18 1.830092e-01 -0.0176450861 -0.032093439 -0.013078012 0.0206620147
#> 19 -4.213534e-02 -0.0096642332 0.033184409 0.052454329 -0.0125750358
#> 20 9.035864e-03 -0.0725151288 -0.051677591 -0.066009757 -0.0776937698
#> 21 1.040653e-01 0.0991056423 0.024512836 0.016932521 0.0364390325
#> 22 9.719908e-03 -0.0408669938 0.006861808 -0.143286474 0.0647118013
#> 23 -6.984939e-02 0.0751254771 0.079039702 0.010843568 -0.0768313674
#> 24 -1.362108e-02 -0.0578160719 0.026665964 0.021884239 0.0410271919
#> 25 -2.279228e-02 -0.1238084159 -0.009480988 -0.119978732 -0.0411501223
#> 26 -3.923682e-02 -0.1002886125 -0.059291358 0.025536732 -0.0966486128
#> 27 -1.436628e-01 -0.0971645858 -0.088129728 -0.078109736 -0.0514954809
#> 28 -3.235474e-02 -0.1240204009 0.069207836 -0.077738111 -0.0171075616
#> 29 -6.544569e-02 0.0228221174 -0.024814336 -0.080699985 -0.1323908859
#> 30 -9.055329e-02 -0.0467346965 -0.122315906 -0.026099429 -0.0362721550
#> 31 4.104757e-02 0.0612517821 0.131861844 -0.076447288 0.0528141351
#> 32 -8.797451e-02 0.0684440815 -0.079336940 0.061336244 -0.0850920222
#> 33 -4.697541e-03 0.1273623329 -0.036801663 -0.025635324 -0.1448653748
#> 34 -6.887543e-02 -0.0774845136 -0.080165227 -0.018798792 -0.0955354207
#> 35 -8.264663e-03 -0.1421162514 -0.111538577 -0.089283530 0.0379111280
#> 36 6.550653e-03 -0.0274039117 0.039072792 -0.021281708 0.0087248056
#> 37 -2.859797e-02 -0.0957373694 0.018628296 -0.043755860 0.1160625407
#> 38 -3.601256e-02 -0.0947260491 -0.068276890 -0.066446693 -0.1089197151
#> 39 -2.549632e-02 -0.0233130295 -0.107706806 -0.121702056 -0.0809451739
#> 40 3.828981e-02 -0.0056288130 0.083513300 -0.029784608 0.0657150530
#> 41 -9.937892e-02 0.0587457301 -0.064636620 0.137150875 -0.1051667465
#> 42 7.014503e-02 -0.1242702820 0.002762682 -0.028284275 0.0700650207
#> 43 -2.079736e-02 -0.0280097388 -0.053407188 0.017603376 -0.0127933953
#> 44 -1.540313e-04 0.0703764769 -0.002547916 -0.063453693 -0.0963536389
#> 45 -6.020924e-02 -0.0282053249 -0.068805823 -0.050014598 -0.1516929304
#> 46 -5.564846e-02 -0.1561611603 -0.042226024 -0.034418504 0.2051638712
#> 47 9.358955e-02 0.0631491944 0.091255884 0.018787875 0.0693418512
#> 48 -9.983991e-02 0.0336424216 -0.087705478 0.127503866 -0.0486293188
#> 49 6.521668e-02 -0.0634521267 -0.062210960 -0.084234791 0.1826161066
#> 50 3.691770e-02 -0.0003201494 -0.069591688 0.065619898 -0.0337211363
#> 51 4.538771e-02 0.0656258608 -0.046522987 0.188043078 -0.0343387385
#> 52 -4.879991e-02 0.1513972955 0.084722282 -0.067466878 0.0061497195
#> 53 1.175226e-01 0.0378656052 -0.003812404 -0.062375964 -0.0808558147
#> 54 -8.999102e-02 0.1016326869 0.001504754 0.096471494 0.0328853367
#> 55 -2.357573e-02 0.1473838655 0.102712216 0.072022665 0.0573563963
#> 56 1.643829e-01 -0.0371669813 -0.029867667 0.106663356 -0.0599909678
#> 57 1.428987e-01 0.0172425782 -0.051557476 -0.002789887 -0.0420335303
#> 58 -9.577239e-02 0.1053569583 -0.108979396 0.004434934 -0.0734322712
#> 59 1.163081e-02 -0.1388746949 -0.086992337 -0.020230682 -0.0080959092
#> 60 -6.374366e-02 -0.1095730031 -0.032104795 -0.012367999 -0.0199415441
#> 61 -1.207544e-01 -0.0670964335 0.015084034 0.026960292 -0.0510595084
#> 62 -4.003960e-03 0.0809160398 0.008448568 0.061878593 -0.0135300278
#> 63 -8.788332e-02 -0.1039324511 0.056777250 -0.006528093 0.0111999277
#> 64 5.902253e-02 0.1443184711 0.076174538 -0.005517390 0.1378730474
#> 65 3.475756e-02 0.1445695098 0.063231522 0.119524888 -0.0369677402
#> 66 -6.486695e-03 -0.0059672999 0.184488879 0.009696232 -0.0446791992
#> 67 9.670542e-03 -0.0464270407 0.075595973 0.048769035 -0.0526361403
#> 68 8.668347e-02 -0.0692233911 0.001562931 -0.058320474 0.0674254514
#> 69 9.077011e-02 0.0656659044 0.113346061 0.038635032 0.1704825215
#> 70 -4.737696e-02 -0.0730870509 -0.075177068 0.009455389 -0.0881166795
#> 71 -1.542133e-02 -0.0213489837 -0.052593619 0.106152734 0.0372501499
#> 72 -6.058486e-02 -0.1310624534 -0.012152287 -0.087743052 -0.0288718801
#> 73 -7.603408e-02 0.0218271380 -0.039123965 -0.031858246 -0.0624577000
#> 74 -3.182623e-02 0.1128554854 0.052734046 0.157031145 0.0015965615
#> 75 1.623868e-02 0.0738815569 0.053833607 -0.022006787 0.0649004494
#> 76 -9.299033e-05 -0.1406291983 -0.054724071 -0.046132860 0.3137601974
#> 77 -1.047317e-01 0.0376061627 -0.011880230 0.091743672 -0.1027436984
#> 78 -2.027617e-02 0.0383848684 0.125469676 -0.028281124 -0.0007636247
#> 79 -1.029130e-01 0.0028256473 -0.039020004 0.018320665 -0.1009132301
#> 80 3.655671e-02 0.0606615730 -0.040086168 -0.062976756 -0.0742487422
#> [,6] [,7] [,8] [,9] [,10]
#> 1 -0.112014896 -0.082659158 0.105261850 0.0042753850 -0.0748990772
#> 2 -0.114526170 -0.081080173 0.068073331 -0.1565261185 -0.1488731442
#> 3 -0.080933937 0.120554244 0.057652740 -0.0661220849 -0.0305296563
#> 4 -0.067891774 0.010549030 -0.032567494 -0.0531609461 -0.0382687237
#> 5 0.029499851 0.082079768 -0.061841855 0.0512498459 -0.0372753700
#> 6 0.616314672 -0.004419341 -0.061634271 0.0573651765 0.0368160597
#> 7 -0.041754821 -0.006625585 -0.010831922 0.1369800704 0.0517140124
#> 8 -0.001305181 0.613200512 -0.094679497 0.1286456639 -0.0656175141
#> 9 -0.035451480 -0.071610866 0.590131881 -0.0235258352 -0.1223301378
#> 10 -0.100952991 -0.099246021 -0.087036437 -0.1041053557 -0.1522578176
#> 11 0.026574894 0.094741221 -0.080498909 0.6471049545 0.0571807410
#> 12 0.063492448 -0.042055286 -0.121836541 0.1146474116 0.5896382838
#> 13 -0.021360069 0.007050596 -0.020536008 0.0333552749 -0.0244486974
#> 14 0.138312824 -0.020160920 -0.068883221 -0.0668715194 0.0839426981
#> 15 -0.120103368 -0.002202646 0.190701126 0.0231164355 -0.0467413167
#> 16 0.025003768 0.022051474 0.005867227 -0.0214893895 -0.1312721013
#> 17 0.018438033 -0.109077466 -0.012955832 -0.0188635976 0.1418079661
#> 18 0.037533162 -0.028263157 0.071453492 -0.0334769697 0.0144834935
#> 19 -0.059392691 -0.023364960 0.155831667 -0.0192213041 -0.0394697274
#> 20 0.021487686 -0.015785126 0.053061265 0.0535124679 0.0350054998
#> 21 -0.054511063 -0.108110046 -0.032240588 -0.0954056563 -0.1089518450
#> 22 0.038887501 0.008047178 -0.013366068 0.0040060974 0.0569592430
#> 23 -0.058243967 -0.015416779 -0.032954062 -0.0875198757 -0.0393509756
#> 24 -0.013211879 0.056170700 -0.073161736 0.0005686812 -0.0449215620
#> 25 0.150744458 -0.013024045 -0.030891583 -0.0206049131 0.1894624442
#> 26 0.079610097 -0.069800655 -0.071170558 0.1094727331 0.1721960160
#> 27 0.048203313 -0.002380777 -0.074395787 0.0822481932 0.0308586572
#> 28 -0.060659315 0.080434243 -0.001717745 0.0037784416 -0.0467388954
#> 29 0.062624379 -0.156831845 0.084840402 -0.0552758698 0.0220575177
#> 30 0.025163000 -0.130995414 -0.131486267 -0.0215366092 0.0675324480
#> 31 -0.045886290 -0.043208738 -0.013823751 -0.0504170857 0.0001149949
#> 32 -0.093019042 -0.087629876 -0.174046036 -0.1054566986 0.0004836162
#> 33 0.003127973 -0.144146766 0.120759894 -0.1118231945 -0.0930830761
#> 34 -0.045694519 0.028681199 -0.050864289 -0.0226599163 0.0412569967
#> 35 0.025561161 0.014087058 -0.150767380 -0.0150283790 -0.0994188899
#> 36 -0.044604001 0.034951599 -0.058630372 0.0069480704 0.0935943646
#> 37 0.005347487 0.004013998 -0.025039545 0.0383554902 -0.0150405460
#> 38 0.102507950 -0.088515459 -0.030629766 0.0876725963 0.1589683222
#> 39 0.147513341 -0.161395212 0.021754945 0.0090149845 0.0459225548
#> 40 0.002285011 0.005154538 0.074337202 -0.0882813534 -0.0353653739
#> 41 0.020924683 -0.046815106 0.031065978 -0.0659847911 -0.0231581510
#> 42 -0.060869390 0.186156627 -0.058388112 0.0774650246 -0.0950052213
#> 43 -0.028473593 -0.086660574 -0.128413171 -0.0040584230 0.1285161234
#> 44 0.082990044 -0.124483309 0.069938438 -0.1039565335 -0.0655262738
#> 45 0.031945488 -0.040088430 0.179513778 0.0596981266 0.0133679118
#> 46 0.168313232 0.128664500 -0.173631932 0.0880390057 0.0935978952
#> 47 -0.024142895 -0.023637485 0.074907072 0.0047210286 -0.0634898663
#> 48 0.050599483 0.013976846 0.004505912 0.0073477570 -0.1112762594
#> 49 0.097431859 -0.022760983 -0.029699873 0.1335523341 -0.0170276986
#> 50 -0.103947897 -0.006888028 -0.045958414 0.0468326967 -0.0237627157
#> 51 -0.076609519 -0.042417651 0.057392843 -0.0160089618 -0.0361741484
#> 52 -0.049115238 0.019532169 0.095681534 -0.1069502467 -0.2000035685
#> 53 -0.022340638 -0.060379727 0.323447322 -0.0646860827 -0.0998651312
#> 54 0.048564344 0.018491329 -0.120166825 -0.0308862532 -0.0299809546
#> 55 -0.043705735 0.001703565 0.026213837 -0.1232596317 -0.1460314083
#> 56 -0.097595882 -0.093702765 -0.010497044 -0.0584900445 -0.0190211353
#> 57 -0.083961982 -0.108399534 0.009228616 -0.0711632056 -0.0420223582
#> 58 0.103308897 -0.078823756 -0.060519403 -0.0148053252 0.0034210523
#> 59 0.022798246 0.021221788 -0.150507425 0.1092898241 0.1292829070
#> 60 0.083816874 -0.027643836 -0.114416037 0.0363011041 0.2159081076
#> 61 -0.059053535 0.090712389 -0.062819538 0.0643734493 0.0213894624
#> 62 -0.065151239 -0.029883313 0.041380395 -0.0247791512 0.0155026678
#> 63 -0.075919539 0.165044908 -0.021140342 0.0064040280 -0.0892789772
#> 64 -0.018744878 -0.010636823 0.048471997 -0.1011718884 -0.1056498518
#> 65 -0.052939798 0.107036602 0.154595066 0.0067302809 -0.1416447123
#> 66 -0.057567092 0.061645635 0.005879840 0.0019396500 0.0403282824
#> 67 -0.096040005 0.011894818 -0.036422338 -0.0449282254 0.1314729575
#> 68 -0.095179415 0.037173366 0.104494242 0.0433821153 -0.0653454274
#> 69 -0.121179974 0.096609680 0.037755785 0.0150074330 -0.0837851552
#> 70 0.081590860 0.084603967 -0.007648857 -0.0389550640 0.0049798466
#> 71 -0.053275663 -0.048804852 -0.127540118 0.0307364328 0.0801930613
#> 72 -0.003954993 0.071205275 0.031140341 0.0222415669 -0.0041909493
#> 73 0.030729656 -0.007721275 -0.005456999 0.0581645595 -0.0649882508
#> 74 -0.051479965 -0.010198648 -0.014666216 -0.0646475284 0.0618960342
#> 75 -0.001201694 0.185025062 0.092399884 -0.0236877755 -0.1197035877
#> 76 0.015180229 0.094871548 -0.135888401 0.1487500262 0.0321333817
#> 77 0.020875981 -0.009768206 -0.033292497 -0.0730282528 0.0372763845
#> 78 -0.053735062 0.025436784 -0.032246030 -0.1253225295 0.0390559440
#> 79 -0.014203406 -0.007246543 -0.060383051 -0.0346708415 0.0977135958
#> 80 0.054603595 -0.107807057 0.060450237 -0.1244809893 0.0057547044
#> [,11] [,12] [,13] [,14] [,15]
#> 1 -7.986833e-02 -1.109362e-01 0.1157159416 0.066930360 0.149011702
#> 2 6.008496e-04 -3.672641e-02 -0.0234071220 -0.019361179 -0.049004319
#> 3 2.268161e-05 -5.040287e-05 0.0419859677 -0.009019999 -0.026629718
#> 4 -8.256249e-02 -7.863626e-02 -0.0128556340 -0.060760093 -0.034048331
#> 5 -1.813656e-02 -1.183176e-02 -0.0419476765 0.229909182 0.016631390
#> 6 -2.005475e-02 1.133188e-01 -0.1339694058 0.026133024 0.008954139
#> 7 -1.627232e-01 -2.643505e-03 -0.0534032092 -0.104587670 -0.052442367
#> 8 1.147007e-02 -4.204079e-02 -0.0129545237 0.026294890 -0.053728020
#> 9 6.952099e-03 -6.769447e-02 0.2030178786 0.033179274 0.069057259
#> 10 -3.911843e-02 -1.291102e-01 -0.0639258162 -0.092983800 -0.094362928
#> 11 3.870308e-03 -1.226558e-01 -0.0215398849 -0.051150416 -0.092846276
#> 12 3.533007e-03 8.562505e-02 -0.0339309665 -0.103466457 0.012580858
#> 13 6.176200e-01 -1.064980e-01 0.1464591234 -0.035312685 -0.107622137
#> 14 -8.019864e-02 5.913206e-01 -0.1619457942 0.032794164 -0.021159644
#> 15 1.616305e-01 -1.730738e-01 0.6024486340 -0.007714688 0.056184731
#> 16 -3.513663e-02 6.670873e-03 -0.0227099824 0.617443928 0.129667259
#> 17 1.119376e-01 4.130467e-02 -0.0191021873 -0.012364258 0.091929218
#> 18 -7.773780e-02 -1.757466e-02 0.0708977165 0.159375539 0.587735649
#> 19 5.670272e-02 -4.153709e-02 0.1056912649 -0.111992927 -0.072278941
#> 20 -1.245959e-01 1.937779e-01 -0.0708865816 -0.037668354 -0.018726284
#> 21 -1.149085e-01 -7.650341e-03 -0.0524840510 0.123476107 0.077492674
#> 22 6.698318e-02 6.754598e-02 0.0028721464 0.068693970 -0.028407718
#> 23 7.132327e-02 -2.981704e-02 0.0318607307 -0.035330238 -0.017662926
#> 24 -1.558672e-01 1.412828e-01 -0.1160771829 0.118254445 -0.024292011
#> 25 -6.882266e-02 1.516911e-01 -0.0361763730 -0.063319098 0.073635354
#> 26 -1.151675e-01 3.380428e-02 -0.1147158566 -0.113960232 -0.029335325
#> 27 3.130257e-01 -1.155350e-01 0.0192479504 -0.068388410 -0.107951464
#> 28 4.216680e-03 -1.418366e-01 0.1095449895 -0.001622326 -0.043122323
#> 29 -4.271684e-02 -5.486391e-03 -0.0005669311 -0.030517712 0.044296606
#> 30 -1.248812e-01 3.760230e-02 -0.1501185685 -0.060198608 0.005521514
#> 31 9.034978e-04 1.400196e-02 0.0359350874 0.011878237 -0.048033075
#> 32 -1.000133e-01 -3.075000e-02 -0.1214161859 -0.075465877 -0.105444154
#> 33 8.141323e-02 -4.440691e-02 0.0482754084 -0.035631798 -0.042493990
#> 34 6.176974e-04 1.006058e-01 -0.0418854186 -0.061313235 -0.015075793
#> 35 1.794617e-02 -1.193130e-01 -0.0774469865 0.037725516 -0.108728448
#> 36 1.221118e-02 -3.822012e-03 0.0121023209 -0.071689684 -0.022898950
#> 37 -9.242481e-02 6.494721e-02 -0.0709715747 0.046466912 -0.015215571
#> 38 -7.747655e-03 2.005634e-02 -0.0149179511 -0.045538579 0.092019331
#> 39 -1.035268e-01 1.024504e-01 -0.1289530948 0.032391313 0.075964966
#> 40 -5.033107e-02 5.350038e-02 0.0177058718 0.156959919 -0.040214280
#> 41 -7.222981e-02 -3.027611e-02 0.0021896213 -0.048755387 0.020431700
#> 42 6.587956e-02 -1.720454e-01 0.1350739778 0.012865795 0.007850574
#> 43 -1.130526e-03 1.653827e-02 -0.0311393746 -0.025585720 -0.031491327
#> 44 -7.707106e-02 -2.869237e-02 -0.0737674571 -0.024558809 -0.030769787
#> 45 -3.146883e-02 2.435300e-02 0.0063289433 -0.086320411 0.085001688
#> 46 -5.391372e-02 3.250975e-02 -0.1587201701 0.073872326 0.015184274
#> 47 -3.592806e-02 -4.327193e-02 0.0003970966 0.006181738 0.074293645
#> 48 -1.298959e-02 -1.550911e-01 -0.0376600749 -0.070162191 -0.021595015
#> 49 1.259291e-01 -5.083316e-02 -0.0618380647 0.163644954 0.015627736
#> 50 2.894197e-02 -1.224440e-01 0.0296263925 -0.095953507 -0.018277869
#> 51 1.053043e-01 -1.408295e-01 0.1682747139 -0.078348808 0.020947775
#> 52 1.207177e-01 -9.125669e-02 0.0499921436 0.130471689 -0.074955589
#> 53 7.116280e-02 -1.101978e-01 0.2272997265 0.005855124 0.066131365
#> 54 -4.262745e-02 1.810567e-02 -0.1021840144 -0.002794088 -0.007280324
#> 55 -5.911701e-02 2.936233e-02 -0.0605603424 0.104055604 0.044858448
#> 56 -7.545836e-02 -1.168341e-01 0.0808474952 -0.021576109 0.103059958
#> 57 -5.945108e-02 -1.675119e-03 0.0176340864 0.034990347 0.129138856
#> 58 -2.979897e-02 1.487238e-01 -0.1192042394 -0.035918582 -0.042261263
#> 59 -1.417805e-01 3.434006e-02 -0.1172667003 -0.101928029 -0.012050374
#> 60 2.534595e-02 1.147866e-01 -0.0131245032 -0.108618274 -0.033934050
#> 61 -2.552549e-02 -4.601091e-03 -0.0327098864 -0.131995517 -0.103034145
#> 62 2.638165e-01 -6.540028e-02 0.1469990779 -0.062352585 -0.053715896
#> 63 -4.172785e-02 -1.076812e-01 0.0483996533 0.007059023 -0.155729810
#> 64 8.582348e-02 -2.996221e-02 -0.0206843340 0.137922475 0.030895969
#> 65 -5.694026e-03 -7.550873e-02 0.0708290603 0.036602900 0.103581645
#> 66 -4.362373e-02 5.249321e-02 -0.0091733386 -0.098020462 -0.088246615
#> 67 -2.184756e-02 5.134791e-02 0.0167621114 -0.042350532 0.106558740
#> 68 -5.860157e-02 -6.397929e-04 0.0935093411 0.124516874 0.020025266
#> 69 -1.613103e-02 1.959759e-02 0.0229010539 0.010782370 -0.043189807
#> 70 -8.622236e-02 6.230350e-02 0.0095053239 -0.050506876 0.084914875
#> 71 -5.673391e-02 -1.054209e-01 -0.0536723403 -0.096345494 -0.107869032
#> 72 -6.438264e-02 4.718861e-02 -0.0012609491 -0.029385473 -0.016107781
#> 73 2.513720e-01 -2.328019e-02 0.0206405797 -0.061426373 -0.106377976
#> 74 3.197679e-03 8.261607e-03 -0.0289820310 -0.075982846 -0.014389220
#> 75 1.003749e-01 4.913286e-02 0.0311326237 0.081319153 -0.047469990
#> 76 -8.570528e-03 -5.669788e-02 -0.0981564404 0.137814179 -0.035182716
#> 77 8.795502e-02 9.539292e-02 0.0052534411 -0.143069924 -0.139815459
#> 78 2.406521e-03 9.783219e-02 -0.0344748317 0.006163973 -0.009663387
#> 79 2.857580e-03 1.921067e-01 -0.0684710339 -0.103915276 -0.094119892
#> 80 -6.549966e-02 5.838309e-02 -0.0259984100 0.043204292 0.140067152
#> [,16] [,17] [,18] [,19] [,20]
#> 1 -0.0684086052 -0.0088732480 0.090619247 -0.0014849392 -0.101990614
#> 2 -0.0332992309 -0.0877859749 0.088297869 -0.0494335744 0.045622523
#> 3 0.0463723646 -0.0301254838 0.050528016 0.0351181813 0.086359702
#> 4 0.0392082456 -0.0708916886 0.016513663 -0.1414641401 -0.008270472
#> 5 -0.0088814250 -0.0656360075 0.052959868 0.0834738291 -0.079005713
#> 6 -0.0802474792 0.0089970494 -0.062538626 0.0331011306 -0.084966711
#> 7 -0.0323653610 0.1647980220 0.050784967 -0.0414968344 -0.071934177
#> 8 -0.0411055873 -0.0251616021 -0.113023449 0.0053749672 -0.039025363
#> 9 0.1611596704 0.0667534198 -0.014085360 0.0070303524 -0.033494015
#> 10 -0.1165372138 -0.1284562024 0.146746896 -0.1152490678 0.012194952
#> 11 -0.0708663743 0.0102315493 -0.134223502 -0.0325705557 -0.145032902
#> 12 -0.0336481269 0.0491912519 -0.090303020 0.0778492605 -0.039397331
#> 13 0.0345426172 -0.1383918185 -0.124241379 0.0598914921 0.043295215
#> 14 -0.0373978469 0.2062813042 0.009316131 0.0867536454 -0.031545745
#> 15 0.0987025151 -0.0695111797 -0.046645576 0.0109518137 0.019004025
#> 16 -0.1339769709 -0.0512882465 0.114319288 0.0617783434 -0.063182238
#> 17 0.0118721441 0.0003937444 -0.093373876 -0.0014291074 0.036385422
#> 18 -0.0645547057 -0.0026378967 0.098044134 -0.0056150653 -0.015806647
#> 19 0.5954598843 0.0426372981 -0.157707717 -0.0826414800 -0.009036622
#> 20 0.0342731465 0.6038240359 -0.049790042 -0.0294484297 -0.101945297
#> 21 -0.1705349419 -0.0542531150 0.608287109 0.0064104031 0.040671763
#> 22 -0.0977098970 -0.0361526952 0.004169211 0.6105283013 -0.013084141
#> 23 -0.0031686662 -0.0877131891 0.059366944 0.0078522325 0.589591928
#> 24 -0.0725935762 0.1029463193 0.027403033 -0.0878315104 -0.101859368
#> 25 -0.0442921056 0.0654322190 -0.009102514 0.1405062723 -0.028312784
#> 26 -0.0487022050 0.1003301250 -0.066718402 -0.0492328147 -0.043614507
#> 27 -0.0012133964 -0.1766385534 -0.141575124 0.0570740143 0.063894286
#> 28 -0.0402159971 -0.1285498112 -0.087568924 0.0582237046 0.022111951
#> 29 0.0344398647 0.0062104121 -0.048899320 -0.0558503319 -0.008992030
#> 30 -0.1049727512 0.0085547207 0.054375657 -0.0543848539 -0.043312532
#> 31 -0.0372790052 -0.0841653587 0.043263553 0.1589110737 0.054757846
#> 32 -0.1383965480 -0.0788480240 0.059747412 -0.0086841900 0.014403313
#> 33 0.0311173885 -0.0152384999 0.051056644 -0.0297125588 0.041590151
#> 34 0.1375511020 0.0585551838 -0.156572638 -0.0806358682 -0.030067764
#> 35 -0.1248300227 -0.1146395189 -0.102925433 -0.1114400150 -0.080528257
#> 36 0.0880182097 -0.0633503226 -0.084281678 0.0389675653 0.131848161
#> 37 0.0418989384 0.0695317569 -0.035027846 -0.0200691101 -0.120268568
#> 38 -0.0243276693 0.0026026060 -0.011874051 0.0042816751 -0.054196316
#> 39 -0.1238092053 0.0755305949 0.109834101 0.0036541923 -0.026603269
#> 40 -0.0454415822 -0.0102119804 0.039169633 0.1712884780 -0.023311364
#> 41 -0.0172048112 -0.0160410493 0.032135913 -0.0097868007 0.006366720
#> 42 -0.0428181785 -0.1282855901 -0.060126249 -0.0392827074 0.063950167
#> 43 -0.0542954330 0.0379386657 0.125473354 0.1043781089 -0.017320348
#> 44 -0.1350203675 -0.0313113893 0.061370311 0.0564284140 0.016829522
#> 45 0.0649258201 0.2468205833 -0.103298319 -0.0492940872 -0.053989559
#> 46 -0.1337620344 -0.0629878014 0.008023394 0.0375714811 -0.042906601
#> 47 -0.0365046921 0.0239165291 0.140202448 -0.0573707612 -0.001608197
#> 48 -0.0406428412 -0.0862480641 -0.090745237 -0.0710020681 -0.102026247
#> 49 -0.0942271847 -0.1235882691 0.012876660 0.0428635959 0.030100631
#> 50 -0.0103413885 -0.0949142121 -0.024822247 -0.1184492213 0.064486679
#> 51 0.1700244329 -0.0614060243 -0.044633516 -0.1042931495 -0.047297640
#> 52 -0.0716772284 -0.1351415190 0.024328658 0.0566893219 0.108369595
#> 53 0.0856135585 -0.0550779662 -0.047568083 0.0187363766 0.035087718
#> 54 -0.0647398749 -0.0483926758 0.108572961 -0.0636516168 0.060584758
#> 55 -0.0204278357 -0.0736736694 0.181804565 -0.0772879388 0.120399135
#> 56 -0.0354940408 0.0455311900 0.155412843 -0.1328953960 0.026389294
#> 57 0.0643724479 0.0632403009 0.083615334 -0.0930436055 -0.034757170
#> 58 -0.0431211988 0.0688178073 0.036027584 -0.0917712692 -0.028661735
#> 59 -0.1157529321 0.1161143602 0.021156255 -0.0340461421 -0.132856665
#> 60 0.0934162511 -0.0024739694 -0.026026317 -0.0433959725 0.067732458
#> 61 0.1793745864 0.0451821243 -0.108716261 -0.1250098163 0.077267464
#> 62 0.1057012120 -0.1175849330 -0.026238864 0.0586451277 0.202828466
#> 63 -0.0204102488 -0.0706034324 -0.126085291 -0.0504959268 -0.045171454
#> 64 -0.0776018558 -0.1136273783 0.018511968 0.1432323331 0.008703524
#> 65 0.0241484741 -0.0653630283 0.006142107 -0.0885993614 0.079969294
#> 66 0.0838159683 0.0581486856 -0.055581439 0.0070204825 0.096296695
#> 67 -0.0001752431 0.0519446995 0.003919728 0.0001183817 0.049676807
#> 68 0.0053897486 0.1492246355 0.055741205 -0.0216262467 -0.072080918
#> 69 0.1727800481 0.0692872231 -0.008429049 -0.0217574148 0.017680255
#> 70 0.0001678800 0.0744549284 -0.104068714 -0.0099795159 -0.089164300
#> 71 -0.0904169566 -0.1115863920 0.029853426 0.0015230244 -0.069452845
#> 72 0.1361334755 0.0657047922 -0.130057252 -0.0493830822 -0.100825113
#> 73 0.0447500666 -0.0458826287 -0.079730317 0.0226236600 0.105982216
#> 74 0.0576145043 0.0172375031 0.014887806 -0.0412223475 -0.065542335
#> 75 0.0555180446 0.0183639737 -0.055031315 0.0963428052 -0.065394469
#> 76 -0.0847564387 -0.0743701914 -0.039664107 -0.0473515340 -0.117249888
#> 77 0.1733244079 0.0205435439 -0.102578406 0.0071795974 0.097182684
#> 78 0.0773786176 -0.0189703348 -0.042726190 0.0483284625 -0.028862829
#> 79 0.1427448496 0.2589162333 -0.119079456 -0.0726706698 -0.002030677
#> 80 -0.1036432037 -0.0081384561 0.130825212 0.0916389975 -0.021631584
#> [,21] [,22] [,23] [,24] [,25]
#> 1 -0.0202309310 -0.045223180 -0.048238481 -0.141243065 -0.0227743581
#> 2 -0.0617876610 -0.143601052 -0.106652006 -0.092106584 -0.1118017501
#> 3 0.0595173282 0.007549329 -0.028831798 -0.046248772 0.1182494406
#> 4 0.0283015644 -0.129382454 0.029562254 -0.062662819 -0.0551305450
#> 5 0.0643842112 -0.033614150 -0.075683397 -0.019108870 0.0224396976
#> 6 -0.0144032587 0.133732031 0.076026914 0.056041525 -0.0456604545
#> 7 0.0434058363 0.103470418 0.097995713 -0.109962482 -0.0434391550
#> 8 0.0580934811 -0.026922311 -0.070269678 0.008571595 0.0985472643
#> 9 -0.0481703241 -0.021721218 -0.048570950 -0.040374784 0.0394639072
#> 10 -0.0868922684 -0.155241897 -0.065027106 -0.100420010 -0.1432498678
#> 11 -0.0314129804 -0.068407622 0.075099268 0.059296123 -0.0120129801
#> 12 -0.0194365530 0.199126406 0.195289221 0.065373258 -0.0050636465
#> 13 -0.1583638974 -0.087140404 -0.120056000 0.319558599 0.0179102247
#> 14 0.1650854697 0.159672676 0.055215132 -0.082702704 -0.1018436645
#> 15 -0.1034025241 -0.039322761 -0.104433002 0.040952201 0.1384098882
#> 16 0.1159338098 -0.081460781 -0.118672671 -0.061679454 0.0122472785
#> 17 -0.0767173898 0.086178773 0.092241562 0.118723463 -0.0341641961
#> 18 0.0030956335 0.085201951 -0.004339485 -0.071534228 0.0004555609
#> 19 -0.0529301677 -0.040449744 -0.031430600 0.027479604 -0.0043623486
#> 20 0.1142455762 0.060910429 0.109237578 -0.156309705 -0.1010603144
#> 21 0.0342392165 -0.018087377 -0.062274022 -0.125709348 -0.0645424997
#> 22 -0.0832365189 0.129280217 -0.047029627 0.070698597 0.0790089360
#> 23 -0.0763280029 -0.018602467 -0.020474946 0.098455242 0.0638335557
#> 24 0.6151232928 -0.059633604 0.020919749 -0.108788027 0.0250436468
#> 25 -0.0438125573 0.599302246 0.063603356 -0.055743442 -0.0132826350
#> 26 0.0233115525 0.050174113 0.612731489 -0.003928042 0.0041707328
#> 27 -0.1178176185 -0.080594080 -0.015349437 0.624152884 0.1872432353
#> 28 0.0088534069 -0.045293922 -0.014411311 0.180082587 0.6313135327
#> 29 -0.0488534078 0.002833981 0.165707633 0.035562445 0.0424107449
#> 30 -0.0007616213 0.004643984 0.131740115 -0.035110747 -0.0604808514
#> 31 0.0449079634 0.017597299 -0.045882367 0.065973680 0.1175193520
#> 32 -0.0559280740 -0.051393890 -0.001773171 -0.127939165 -0.1198376465
#> 33 -0.1341833577 -0.018493077 -0.034890905 -0.057196559 -0.1065152495
#> 34 0.0563930732 -0.017153883 0.037980441 -0.011352129 -0.0394983758
#> 35 -0.0057919755 -0.168685703 -0.105987659 -0.001841125 0.0042000378
#> 36 -0.0224068069 0.048501175 0.091454655 0.062818177 0.0673002111
#> 37 0.2475622898 -0.019377876 -0.050585926 -0.015027481 -0.0101244034
#> 38 0.0614608770 0.037613086 0.091403771 0.088161515 0.0503517912
#> 39 0.0045891119 0.118853145 0.095981542 -0.053237619 -0.1029288633
#> 40 0.0329107799 0.067487446 -0.109814967 -0.077650746 0.0330365139
#> 41 -0.0573480717 -0.023246239 -0.022846127 -0.011267737 0.0352899402
#> 42 -0.0688947649 -0.071205983 -0.110370108 0.048490830 0.1488512475
#> 43 -0.0542123962 0.035748857 0.116486288 -0.038164097 -0.0629913039
#> 44 -0.0289240901 -0.007886013 0.063021830 -0.024573063 0.0202632989
#> 45 -0.0605606790 0.036466675 0.130663130 -0.034013227 -0.0584358197
#> 46 0.0264147909 0.091627654 -0.006258584 0.019255250 -0.0111513469
#> 47 0.0657112744 -0.023145260 -0.017398366 -0.072417625 -0.0011283782
#> 48 -0.0762843151 -0.124707533 -0.044691240 0.016294956 -0.0473479205
#> 49 -0.0556384068 -0.065643707 -0.075243963 0.167484708 -0.0361359778
#> 50 -0.1240459698 -0.095841030 -0.034613967 -0.013197734 -0.0986776798
#> 51 -0.1393935163 -0.096129329 -0.046506590 0.002400311 -0.0593431870
#> 52 -0.0382148908 -0.112420657 -0.163037532 0.047174171 0.0545503318
#> 53 -0.0822475276 -0.028750835 -0.090664565 0.073585546 0.1279693794
#> 54 0.0031478761 -0.079162928 0.088729344 0.014437802 -0.0785335476
#> 55 0.0475625618 -0.101557798 -0.101222491 -0.036295404 -0.0302968646
#> 56 -0.0274529986 -0.065817853 -0.016540863 -0.108724861 -0.0436124840
#> 57 0.0252623192 -0.015367828 -0.036666540 -0.145723934 -0.0900879271
#> 58 -0.0037620890 -0.011175908 0.043499677 -0.061048123 -0.1756317293
#> 59 0.0852820487 0.061395823 0.148481575 -0.067176037 -0.0282521990
#> 60 -0.0328498575 0.188766500 0.035874252 0.028652555 -0.0350039009
#> 61 0.0599861376 -0.035179930 0.038293637 0.053240288 0.0608044528
#> 62 -0.1055927800 -0.058742003 -0.061323312 0.237381213 0.0080575800
#> 63 0.0393183818 -0.104249538 -0.163042279 -0.014461652 0.1166911247
#> 64 -0.0330403233 -0.088619331 -0.093095705 0.054233204 0.0599219111
#> 65 -0.0226221679 -0.122488491 -0.037680650 0.010110250 0.0161140094
#> 66 0.0261816043 0.020920633 0.152983716 -0.053284107 0.0234028975
#> 67 0.0257050691 0.057596033 0.012060281 -0.053704518 0.0634728843
#> 68 0.0960189327 0.053440216 -0.093923496 -0.128340751 -0.0373579025
#> 69 0.0368902461 -0.048312473 -0.046568602 -0.061306641 -0.0235743615
#> 70 -0.0012943893 0.170625953 -0.015060570 -0.074465763 -0.0345154551
#> 71 -0.0969629574 -0.023258215 -0.024921725 -0.005366610 -0.0649232198
#> 72 0.0589183724 0.019444164 0.003140285 -0.010474463 0.1185915335
#> 73 -0.0952862552 -0.106918931 0.014856419 0.205367547 -0.0455719726
#> 74 -0.0058050578 -0.022117052 0.036394662 -0.046970489 -0.0726909710
#> 75 -0.0044059927 -0.055449161 -0.167567166 -0.008833702 -0.0025964764
#> 76 0.0820622437 -0.044353911 -0.052863871 0.034246403 0.0001369943
#> 77 -0.0771536677 0.058927667 0.020292515 0.010885398 -0.0789164408
#> 78 0.0702689607 0.058071080 -0.082911174 -0.053249358 -0.0154298394
#> 79 0.0578700248 0.007578726 0.048910454 -0.075899204 -0.0970114187
#> 80 -0.0331542574 0.228812705 -0.060179455 -0.088304920 -0.0802810083
#> [,26] [,27] [,28] [,29] [,30]
#> 1 -0.071711255 0.007402017 -0.022946602 -0.093052483 0.0338177735
#> 2 0.019194822 0.030244495 0.111751538 -0.099023296 -0.0973955483
#> 3 0.008381323 0.137677510 -0.015589505 -0.064881056 -0.0299949206
#> 4 -0.073938365 -0.097065661 -0.030857204 -0.029948660 -0.0341739121
#> 5 -0.108689572 0.049135456 -0.133147562 -0.089745595 0.1099604396
#> 6 0.061777294 -0.074113368 -0.009702613 -0.064453091 0.0730620742
#> 7 -0.064288473 -0.058033622 -0.124299426 -0.088366954 -0.1049721141
#> 8 -0.154564770 -0.068321655 -0.153863191 0.013036786 0.0647021315
#> 9 0.110176108 -0.015868037 0.134112100 -0.043440071 -0.0770836760
#> 10 -0.083175789 -0.071042412 0.021375033 -0.170592886 -0.0275280380
#> 11 -0.086913237 -0.109434446 -0.155444062 -0.072208771 0.0016822516
#> 12 0.047886821 -0.001435694 -0.079237273 0.049174812 -0.0252415886
#> 13 -0.044869243 -0.028628895 0.067277332 -0.019446191 0.0641417633
#> 14 0.018660559 0.010768919 -0.032243460 0.106841256 -0.0468180368
#> 15 0.012452022 0.021574048 0.049310861 -0.046777953 -0.0160800355
#> 16 -0.032494053 -0.017478096 -0.049591639 -0.081201064 0.0840971735
#> 17 0.208881550 -0.045337148 0.048905183 0.108036713 -0.0600232481
#> 18 0.072028544 -0.047681129 -0.026745552 -0.005255342 -0.0326485114
#> 19 0.054447568 -0.044651295 0.039141591 0.139647317 -0.0564743220
#> 20 0.017853963 -0.099901800 -0.015578449 0.052287247 -0.0546479698
#> 21 -0.041718841 0.023064038 0.046253622 -0.167303648 -0.0473969573
#> 22 -0.050911046 0.136470367 -0.036756773 -0.093608070 -0.0581527312
#> 23 0.016883629 0.053253513 0.055482309 -0.022103592 -0.0063045999
#> 24 -0.048509114 0.017872265 -0.145822564 0.038825880 0.0429003167
#> 25 0.018999322 0.006382648 -0.014311236 -0.018900030 -0.1041723636
#> 26 0.168443731 -0.070526262 -0.044138307 0.022805051 -0.0549035629
#> 27 0.026877148 0.029908390 -0.077865356 -0.037948914 0.0378215756
#> 28 0.026564799 0.074293414 -0.134344695 -0.073255809 0.0367020901
#> 29 0.615467587 0.002629413 0.144155102 -0.016128224 -0.0794678549
#> 30 0.048724954 -0.058937481 -0.109941970 -0.059659971 -0.1060017293
#> 31 0.030009405 0.588087595 -0.016121880 -0.041629895 0.0228412613
#> 32 -0.106508539 -0.045810996 -0.019668291 -0.122420645 -0.0717374118
#> 33 0.156138602 -0.031518372 0.603484087 -0.008207352 -0.0128022949
#> 34 0.001783263 -0.051098399 -0.002279365 0.597556099 0.0445737197
#> 35 -0.127815853 -0.052886729 -0.073133793 -0.021685766 0.6638155850
#> 36 0.004799342 0.084610923 -0.001903809 0.201544797 0.0183930891
#> 37 -0.004210794 0.043604559 -0.119427964 -0.061255167 -0.0400827637
#> 38 0.186374580 0.024495789 0.014488393 0.004497822 -0.0079848986
#> 39 0.198563107 -0.016454341 0.048920738 -0.067027483 -0.0967170671
#> 40 -0.024006305 0.080868637 0.077726405 -0.096967722 -0.0007171766
#> 41 0.056201907 -0.013837127 0.021158462 -0.112612181 -0.1025413029
#> 42 -0.143947073 -0.048181832 -0.118600224 -0.075531852 0.0871015863
#> 43 0.019445008 0.001296124 0.074474723 -0.070722816 -0.0362849612
#> 44 0.134148356 0.110447907 0.143746539 -0.151128310 0.0069248611
#> 45 0.188057062 -0.112655393 0.029784252 0.077911365 -0.1279307836
#> 46 -0.132338204 -0.066774323 -0.135281249 -0.088705085 0.0647861040
#> 47 -0.028657743 -0.036785580 -0.048590853 -0.062978274 -0.0111687680
#> 48 -0.073102566 -0.073492954 -0.086018290 -0.100528482 -0.0842064842
#> 49 -0.051506003 0.025149309 -0.057061317 -0.107925311 0.1329873597
#> 50 -0.113000317 -0.114217236 -0.018387224 0.077073917 -0.0018580550
#> 51 -0.024987406 -0.105862043 0.135104381 0.022275246 -0.0015948319
#> 52 -0.057845722 0.113535759 0.058788445 -0.105916450 0.0337139450
#> 53 0.129638595 0.063905175 0.138494276 -0.012000558 0.0088458786
#> 54 0.047980381 -0.011171412 0.005477133 -0.029544615 0.0143718934
#> 55 -0.001323750 0.078772942 0.031632970 -0.002076568 0.0059284469
#> 56 -0.028592586 -0.076977388 0.095428549 -0.058629388 0.0734261527
#> 57 0.024541990 -0.061657283 0.174485557 0.129312556 0.0191918831
#> 58 0.078253046 -0.054431820 0.113872237 0.089051630 -0.0233292750
#> 59 -0.068346704 -0.054781490 -0.151415768 -0.089590741 -0.0495427451
#> 60 -0.010766381 -0.013428048 -0.025676257 0.078842897 0.0024565162
#> 61 -0.031986373 -0.090223285 -0.113542173 0.116601819 0.0042790490
#> 62 -0.058707335 0.078011215 0.068289298 0.042642581 0.0138883694
#> 63 -0.112203023 0.067267498 -0.125914328 -0.054822681 0.1144443386
#> 64 -0.064360506 0.114251190 -0.024731549 -0.042547820 0.0453203730
#> 65 -0.001885879 -0.016217666 0.003912232 0.073322419 -0.0016703839
#> 66 -0.018911758 0.011874480 0.013739335 0.106755611 -0.0381581480
#> 67 -0.052040603 -0.096653277 -0.100870203 0.015357839 -0.0801923750
#> 68 -0.093805129 -0.036678113 -0.076697662 0.010894398 -0.0182593047
#> 69 -0.075287192 0.019603546 -0.064888618 0.073345392 -0.0141131734
#> 70 -0.051752431 -0.002897568 -0.013085097 0.099336571 -0.0429242035
#> 71 -0.098279242 0.063655767 -0.030994890 -0.140519665 -0.0462216305
#> 72 0.085569049 -0.054248356 -0.067515346 0.207004743 -0.0149584058
#> 73 -0.024706094 0.011497178 0.069338666 0.060910567 0.0507507772
#> 74 -0.068495013 -0.059240768 0.018483827 0.040709910 -0.0636251545
#> 75 -0.121014982 0.042573418 -0.007145491 0.009058137 0.0202681706
#> 76 -0.139061411 -0.011273657 -0.166694183 -0.038354448 0.1619217124
#> 77 -0.056892452 0.003637533 0.121556589 0.158889389 -0.0151114185
#> 78 -0.019726679 0.050239324 0.068162462 0.163232591 0.0079796760
#> 79 0.007992145 -0.074634521 0.069017495 0.263004017 0.0395996764
#> 80 0.044658223 0.114484615 0.160741543 -0.029156431 -0.0834832764
#> [,31] [,32] [,33] [,34] [,35]
#> 1 -0.040759904 -0.0401415831 -0.038354522 0.0186896573 0.072972774
#> 2 -0.072076202 -0.1046427160 -0.033532968 -0.0225906989 -0.118804274
#> 3 0.031223456 0.0465459023 -0.081103791 0.1033743674 0.045051644
#> 4 -0.055565083 -0.0422722921 -0.121533079 -0.0363575791 -0.012429352
#> 5 -0.008618876 0.1344858025 -0.063836504 0.0760817756 0.102859637
#> 6 -0.086496082 -0.0007776495 0.140073612 -0.0118966647 -0.052623172
#> 7 -0.076812663 -0.0035501005 0.070059164 -0.0521405274 -0.021887068
#> 8 -0.003826321 0.0010030210 -0.165720780 -0.0059129778 0.197517006
#> 9 -0.074339661 -0.0049818903 0.040498008 0.0863383175 -0.023959103
#> 10 -0.033767058 -0.0973777227 -0.054339122 -0.1218923956 -0.029868433
#> 11 -0.065734292 0.0014400711 -0.029215026 -0.1332533118 0.054920960
#> 12 0.078378673 0.0055107055 0.065159215 -0.0228706616 -0.060082615
#> 13 -0.030986218 -0.0998552647 -0.112271797 -0.0658180665 0.072820466
#> 14 -0.020720057 0.0838161127 0.120004728 0.0643127398 -0.138805158
#> 15 -0.015923721 -0.0632306734 -0.122526785 0.0173902339 0.157186234
#> 16 -0.114711020 0.0392125192 0.023822329 0.1416489870 0.019982757
#> 17 0.024708343 -0.0369549835 0.114952253 -0.0817907067 -0.098629389
#> 18 -0.036212006 0.0072383160 0.097104261 -0.0258169328 0.044675816
#> 19 0.066980917 0.0566285895 -0.110394146 -0.0387684704 -0.013717173
#> 20 -0.092751767 0.0758972563 0.080581503 -0.0119030202 -0.107548736
#> 21 -0.118146195 -0.0331254201 0.110421936 0.0330155205 -0.043852468
#> 22 0.002861856 -0.0204078761 0.002000835 0.1628931728 -0.025250119
#> 23 0.116678824 -0.0996709604 -0.007320254 -0.0107702959 0.098919129
#> 24 -0.063107508 0.2426285323 -0.001659237 0.0199204832 -0.059457168
#> 25 0.023621521 -0.0084905862 0.128425843 0.0703181959 -0.045947339
#> 26 0.053145757 -0.0531278792 0.092124997 -0.1204134602 -0.098540707
#> 27 0.013087884 -0.0289908300 -0.068515559 -0.0996706341 0.048898836
#> 28 0.010409270 -0.0312484008 -0.125367452 0.0038559773 0.142098605
#> 29 -0.036245653 -0.0094888455 0.191970464 -0.0373408962 -0.134853770
#> 30 -0.033626248 -0.0077152967 0.213242746 -0.0986109346 -0.050503858
#> 31 0.070945920 0.0657064997 0.004333009 0.0949140384 -0.011708537
#> 32 -0.009999057 -0.1434034399 -0.026557294 -0.0133114828 -0.051512894
#> 33 -0.030965304 -0.1127225153 0.054311595 0.0763753144 -0.097523421
#> 34 0.178411290 -0.0486217309 -0.055708639 -0.0923908255 -0.048527061
#> 35 -0.070999904 -0.0937088135 -0.151657708 -0.0623997655 0.047846891
#> 36 0.574422592 -0.0691564650 -0.049453410 -0.0558031929 0.012740410
#> 37 -0.104923409 0.6101895353 0.001745325 0.0901962715 -0.056027026
#> 38 -0.073119701 0.1284726762 0.111593713 -0.0073670285 -0.059143450
#> 39 -0.083905762 0.0030599168 0.608874944 -0.0110889072 -0.113301581
#> 40 -0.083513597 0.0982528107 -0.004346960 0.6021329961 0.008030205
#> 41 -0.108840359 -0.0216714058 -0.009885250 0.0578473789 -0.065440112
#> 42 -0.037397889 -0.0703983813 -0.128987527 -0.0143976894 0.624560890
#> 43 -0.017963427 -0.0259381713 0.003822090 0.0035253603 -0.067671305
#> 44 -0.076399912 -0.0163776617 0.124259353 0.1385913217 -0.115443057
#> 45 -0.077844165 -0.0148835392 0.155363500 -0.0993021778 -0.102276376
#> 46 -0.009686151 0.0916706082 0.007113083 0.0325721630 0.056748366
#> 47 -0.037048019 -0.0014444821 0.080112930 -0.0753734472 -0.036478548
#> 48 -0.127195429 -0.0246203915 -0.063026706 -0.1085153689 0.010325429
#> 49 -0.063655265 0.0384661280 0.089298563 0.0119167451 0.095733976
#> 50 0.164515316 -0.1595114299 -0.056448875 -0.1333529438 0.081721528
#> 51 0.038555957 -0.0875901031 -0.124493996 -0.0875288787 0.015362208
#> 52 -0.083152294 -0.0299762783 -0.075954539 0.0854709640 0.058824835
#> 53 -0.044169187 -0.0173009892 0.023808419 0.1435452674 0.071644804
#> 54 -0.007907200 0.0433485608 0.023037594 -0.0774623355 -0.024493553
#> 55 -0.038156944 0.0621043185 0.012452004 0.0465077320 -0.005629234
#> 56 -0.068521638 -0.0735199875 -0.040617948 -0.0576007643 0.045393949
#> 57 0.031195001 -0.0608642095 0.012827401 -0.0433980861 -0.011800629
#> 58 -0.045265865 -0.0129060943 0.214034440 -0.0748402821 -0.104905175
#> 59 -0.055327828 0.0962992663 0.027300363 -0.0772543778 -0.046876460
#> 60 0.095056006 -0.0333173193 0.009615048 -0.0606493457 0.045091680
#> 61 0.045654371 0.0572382780 -0.114940075 -0.1077554728 0.035845093
#> 62 0.143160770 -0.0685436261 -0.080199794 -0.0320997839 0.103492704
#> 63 -0.075993009 0.0269883686 -0.155968707 0.0955100426 0.061299858
#> 64 0.025758567 -0.0644104419 -0.082039271 0.0006346203 -0.044417651
#> 65 0.012772520 -0.0627948714 -0.056465793 -0.0688744312 0.097467669
#> 66 0.299782320 -0.0705701204 -0.074250756 -0.0480518903 -0.023087244
#> 67 0.015186576 -0.0340169567 -0.077466169 -0.0540245865 0.003027561
#> 68 -0.043555968 0.0448771604 0.021819105 0.0206836715 0.015116917
#> 69 0.105655518 0.0688620181 -0.094773083 -0.0416204109 0.025593396
#> 70 -0.047386063 0.0222575609 -0.037446404 0.0610484184 0.040549108
#> 71 -0.013773085 0.0053298625 -0.046896622 0.0715508303 -0.041849587
#> 72 0.068761494 0.0643825300 -0.017476939 0.0107647536 -0.046599424
#> 73 0.039001596 -0.0741287205 -0.075134537 -0.1332577005 0.025792641
#> 74 0.045621896 0.0101085076 -0.087809903 -0.0557060831 -0.091208445
#> 75 -0.070549667 0.0430665351 -0.111364662 0.1074689780 0.057929998
#> 76 -0.021394113 0.1185827130 -0.039535581 -0.0266164057 0.069048430
#> 77 0.121650099 -0.1086219154 -0.102277205 -0.0115139510 -0.042009809
#> 78 0.177378708 0.0318446895 -0.071257218 0.1157494860 -0.103683996
#> 79 0.079722838 0.0056478311 -0.049403049 -0.0587614861 -0.115385093
#> 80 -0.045269112 -0.0440921720 0.221371273 0.1232915542 -0.103332840
#> [,36] [,37] [,38] [,39] [,40]
#> 1 -0.0409924567 -0.0010733758 -0.0749515471 -0.069097044 -0.0845789170
#> 2 -0.0455665676 0.0720953986 -0.0403093640 -0.166971475 0.0515416788
#> 3 -0.0341410637 0.0359939588 -0.0440869087 -0.016213386 -0.0329832672
#> 4 0.0104354620 -0.0513458565 -0.0517297225 -0.034839904 0.1557920381
#> 5 -0.0030216157 -0.0673061088 -0.1364683611 0.221682165 -0.0034014531
#> 6 -0.0432502123 0.0874891756 0.0226216590 0.160283127 0.0712789505
#> 7 -0.0055096791 -0.0504205219 0.0401302022 -0.018666611 -0.0297962303
#> 8 -0.0983230323 -0.1168700172 -0.0462980996 0.123748555 0.0377704737
#> 9 -0.1170069986 0.1006203612 0.1963727397 -0.155479246 0.0513681703
#> 10 0.0060941780 0.0065287161 -0.1485891486 -0.084156555 -0.0089285863
#> 11 -0.0496253242 -0.1302476843 0.0195840149 0.049218618 -0.0027630583
#> 12 0.1404158927 -0.0343507540 0.0307204708 0.112244178 -0.0639204040
#> 13 -0.0172124605 -0.0738772449 -0.0420979741 -0.063249142 0.0063845614
#> 14 0.0267556892 0.0008007952 0.0400232083 0.049473684 -0.1094176423
#> 15 -0.0320499555 -0.0554022875 0.0108711520 -0.152884237 -0.0031145698
#> 16 -0.0414915948 -0.0211889336 -0.0967734964 0.064712965 -0.0506119797
#> 17 0.0498116118 -0.0175397455 0.1745429629 -0.049114813 -0.0366600178
#> 18 -0.0176889221 0.0023083681 0.1042568822 0.035733192 0.0276634757
#> 19 -0.0482172641 -0.1096664481 0.0764567786 -0.120937352 0.0008914137
#> 20 0.0356526829 -0.0143216216 0.2499873901 -0.058527270 -0.0530779608
#> 21 0.1187242985 0.0738970058 -0.1045945855 0.008020852 -0.0620382069
#> 22 0.0953878607 0.0667139163 -0.0528315458 0.035327747 -0.0445362303
#> 23 -0.0053742225 0.0480513978 -0.0365906440 -0.024213962 -0.0546240362
#> 24 -0.0677976359 -0.0232335793 -0.0686931291 0.019576065 -0.0544134687
#> 25 0.0379846648 0.0136255451 0.0441552717 0.100609975 -0.0870156396
#> 26 0.1052928522 0.0711041450 0.1249224841 -0.010705506 -0.0204285895
#> 27 -0.0607789277 -0.0279121437 -0.0511752685 0.003386932 0.0291362113
#> 28 -0.0927667834 0.0097635698 -0.0827585097 -0.034180313 -0.0416673140
#> 29 0.0055154739 0.1394945728 0.1795803177 -0.139521224 -0.0515760139
#> 30 0.1243688900 -0.0462153042 -0.0020477531 0.020662939 0.0401826655
#> 31 0.0147465827 0.1431741162 -0.0937521451 -0.046577350 -0.0245864097
#> 32 0.2170229175 -0.0293010535 -0.1714862551 -0.036246902 -0.0511633122
#> 33 0.0725286894 0.1610762563 0.0332910080 -0.130480769 -0.0525082380
#> 34 -0.0667408622 -0.1278706055 0.0873461089 -0.077976617 -0.0610904425
#> 35 -0.0985624930 -0.0360769204 -0.1847555259 0.009255086 -0.1110279300
#> 36 0.0091520344 -0.0300087004 -0.0452759141 0.024175824 -0.0646238813
#> 37 -0.0345896534 -0.0057533934 -0.0180822317 0.089765640 0.0021842123
#> 38 0.0829002607 0.0517592088 0.0652502064 0.008833377 -0.0037967522
#> 39 -0.0035148011 0.1361982127 0.1534793990 0.006522706 -0.0349075108
#> 40 0.0029304173 0.1572721292 -0.0944443311 0.038723734 -0.0736542258
#> 41 0.0694091744 0.1311202719 0.0465559941 -0.056106712 0.0893164138
#> 42 -0.0906941425 -0.1191901440 -0.1198464234 0.040472043 0.0227586781
#> 43 0.6015380532 -0.0009636170 -0.0564369295 0.002800970 -0.0479895315
#> 44 -0.0202393675 0.6208138036 0.0145509094 -0.049148396 -0.0054562115
#> 45 -0.0618897191 0.0283738702 0.6069908428 -0.107566431 0.0733847244
#> 46 -0.0039455434 -0.0366191589 -0.1088601548 0.608284567 -0.0025915158
#> 47 -0.0484622651 0.0382458752 0.0815417962 -0.001195695 0.0465825768
#> 48 -0.0834456175 -0.0216365471 0.0433814280 -0.031301088 0.6369941392
#> 49 -0.0847962298 0.0043446747 -0.0827799068 0.197552151 -0.0008516097
#> 50 -0.0960848985 -0.1194761519 -0.0261302379 -0.022656169 -0.0096450259
#> 51 0.0526656833 -0.0910960694 -0.0157162709 -0.085202520 0.0836711537
#> 52 -0.1322322534 0.0873816889 -0.0917903112 -0.082235740 0.0528779380
#> 53 -0.1206208916 0.1520972038 0.0777147506 -0.123819727 0.0548466216
#> 54 0.1305827608 0.0377177015 -0.0260386506 0.050558692 0.0738781354
#> 55 -0.0906767021 0.0651924983 -0.0175985464 0.031885172 0.0314995004
#> 56 0.0669004445 -0.0344921189 -0.0542424324 -0.042167358 -0.0616774194
#> 57 0.0885811519 -0.0825698104 -0.0393048447 -0.091556335 -0.1035724833
#> 58 0.0037398981 0.0130706756 0.0892542517 -0.023612711 0.0274734657
#> 59 0.1139523775 -0.0009884017 -0.0020347230 0.142515899 -0.0262223671
#> 60 0.0619808294 -0.1191232373 -0.0572270339 0.080582697 -0.0990110702
#> 61 -0.0672007064 -0.1319826354 -0.0080257596 -0.030410246 -0.0514569776
#> 62 0.0057256354 -0.0375118771 -0.0691739570 -0.065858921 0.0207707593
#> 63 -0.1685373221 -0.0706620637 -0.1099760885 -0.043401460 -0.0292635797
#> 64 -0.0805056775 0.0823892621 -0.0677716831 -0.021581659 0.0870554911
#> 65 -0.1411537964 -0.0388042779 0.0705870346 -0.086327143 0.1404374618
#> 66 -0.0064932244 -0.0279123205 0.0005684476 -0.025425793 -0.0835099717
#> 67 0.0663994418 -0.1242820118 -0.0008520138 0.004815783 -0.0566881168
#> 68 -0.0330661472 -0.1213067417 0.0354697617 -0.035853128 -0.0516681133
#> 69 -0.0157781577 -0.1111249069 -0.0252081778 -0.034477894 -0.0155153831
#> 70 -0.0707568205 -0.0213249443 0.0520714096 -0.001996658 0.0653189125
#> 71 0.1201062256 0.0283186238 -0.1286233349 0.095519994 0.0376136402
#> 72 -0.0967752847 -0.0654755530 0.1406663939 -0.012589305 -0.0866586536
#> 73 -0.0377382800 -0.0537067705 0.0101260998 -0.077346516 0.0608201384
#> 74 0.0949995718 -0.0434105905 0.0020918462 0.020303309 0.1021873688
#> 75 -0.0953609286 -0.0641946414 -0.0349876926 -0.002870600 0.0909470639
#> 76 -0.0505745345 -0.1070000600 -0.1166385661 0.331462775 -0.0122881693
#> 77 0.0404686883 -0.0520061795 -0.0372143054 -0.085609175 0.0043168268
#> 78 -0.0001900751 -0.0231692125 -0.0671447256 0.015959572 -0.0853199197
#> 79 0.0444669813 -0.0676826832 0.0739986789 -0.049126388 -0.0638690785
#> 80 0.0042037360 0.1906620274 0.0522533291 -0.025187537 -0.0107773757
#> [,41] [,42] [,43] [,44] [,45]
#> 1 0.024937457 0.0172031077 -0.0545446643 0.0871777236 -0.123636846
#> 2 -0.009662125 0.0400795200 0.1482908050 0.0101589902 0.070625123
#> 3 -0.042110711 -0.0352463746 0.1184387449 0.0053039347 0.007320144
#> 4 0.066666837 0.1728856522 -0.0601844537 -0.0796936647 0.075852845
#> 5 -0.015734503 -0.0325564707 0.0303718375 -0.0812338214 0.029206381
#> 6 -0.110509663 -0.0993756495 -0.0494415187 -0.0472670429 0.020336990
#> 7 0.028126525 -0.0573150540 -0.1558273409 -0.0858697144 -0.073084550
#> 8 -0.010335633 -0.0620696221 0.0223200484 -0.0821919717 -0.006621864
#> 9 -0.026337389 0.0608095033 0.1215380444 0.3247037080 -0.122211387
#> 10 0.059166374 0.0288909066 -0.0030077640 -0.0825996223 0.188189836
#> 11 0.009480649 -0.0695653750 -0.1380668097 -0.1204027703 -0.089903889
#> 12 -0.003648093 -0.0322638910 -0.1736534608 -0.0981151481 -0.031531920
#> 13 0.021074888 0.0812328123 0.1190860731 0.0449310770 -0.072160118
#> 14 -0.104011709 -0.1386016270 -0.0665889351 -0.1101301440 0.014872347
#> 15 0.036930665 0.1593746211 0.0635319010 0.2162393593 -0.116545330
#> 16 -0.103644528 -0.1022441951 0.1290161526 -0.0202005368 -0.032150698
#> 17 -0.032439972 -0.0086344830 -0.0420500312 -0.0243758504 -0.028554185
#> 18 0.003739389 0.0267606675 -0.0467028464 0.0697839832 -0.006928655
#> 19 0.003951634 0.1681130899 -0.0511487211 0.0815419411 -0.072112441
#> 20 -0.088985342 -0.0716815189 -0.1229771634 -0.0675137352 -0.064129393
#> 21 -0.023356450 -0.0593720834 0.0320299404 -0.0644669251 0.088373170
#> 22 -0.119224616 -0.1212729096 0.0621494120 -0.0004036578 -0.086092600
#> 23 0.084647658 -0.0433410265 0.1347660588 0.0368840566 0.059080148
#> 24 -0.129416356 -0.1609682679 -0.0373497921 -0.1059825535 -0.023888099
#> 25 -0.085390369 -0.1018830335 -0.0957345112 -0.0366648143 -0.090377855
#> 26 -0.037592549 -0.0656895372 -0.1597806291 -0.1120077867 0.064085173
#> 27 -0.027597712 -0.0282040319 0.0390096778 0.0408209291 -0.021627764
#> 28 -0.120238306 -0.0971081785 0.0392251906 0.0880441136 -0.121759762
#> 29 -0.118714997 -0.0469064519 -0.0573249180 0.1055592746 0.020600112
#> 30 -0.021214802 -0.0665919515 -0.1373089884 -0.1183338274 0.082090605
#> 31 -0.092551924 -0.1004010962 0.1414365555 0.0672058469 -0.011171688
#> 32 -0.028621963 -0.0451021351 -0.0816167571 -0.1556403769 0.032453409
#> 33 -0.012118405 0.1251688352 0.0712927493 0.1263984559 -0.009919636
#> 34 0.089270724 0.0182676874 -0.0874841577 -0.0181683909 -0.039013396
#> 35 -0.055920734 -0.0718618757 -0.0141132485 -0.0635814396 -0.061356373
#> 36 0.199845631 0.0576819063 -0.0415864945 -0.0272035122 0.005757527
#> 37 -0.159948059 -0.1042310972 -0.0241774221 -0.0361022577 0.021246344
#> 38 -0.124485412 -0.0784262443 -0.1036815395 0.0553822973 -0.039411949
#> 39 -0.055570912 -0.1398203983 -0.0688410912 0.0063217423 0.002249968
#> 40 -0.125733034 -0.0961133336 0.0993263594 0.1328005382 -0.091508013
#> 41 -0.099016450 0.0427446335 -0.0787384133 0.0566196564 0.048290416
#> 42 0.066913545 -0.0156501411 0.0502523366 0.0384721806 -0.060967125
#> 43 -0.087870045 0.0446761714 -0.1177819151 -0.1307706779 0.117132026
#> 44 -0.130537049 -0.1183613319 0.0825562768 0.1226716670 0.004991216
#> 45 -0.023368174 -0.0291585725 -0.0827927624 0.0621121747 -0.044942175
#> 46 -0.021187829 -0.0999385459 -0.0745319156 -0.1407160270 0.030361443
#> 47 0.047847155 -0.0398927979 0.0397809062 -0.0027727386 0.009473551
#> 48 -0.036886259 0.0402255558 0.0318721904 0.0092407493 0.024971314
#> 49 0.025225217 -0.0790409186 0.0671053790 0.0264044646 -0.012103011
#> 50 0.609752906 0.1727273393 -0.0734172343 -0.0296543162 -0.008463742
#> 51 0.188931705 0.5935485412 -0.0836306681 0.0149255746 0.020484825
#> 52 -0.079652719 -0.1060705184 0.6159883915 0.1058363914 -0.026054688
#> 53 -0.011289677 0.0170858489 0.1304365160 0.5913882669 -0.105925344
#> 54 0.013201846 0.0259460478 0.0018463851 -0.1026243952 0.588087318
#> 55 0.061931171 -0.0254779674 0.1603514859 0.0583948557 0.189600367
#> 56 0.066948778 0.1641380009 -0.0862213905 -0.0116880125 -0.026185042
#> 57 0.050928660 0.1398570445 -0.0712393070 -0.0304794713 -0.045652741
#> 58 0.084563751 0.0003445602 -0.0356899379 -0.0664471795 0.257568278
#> 59 -0.062648434 -0.0618077346 -0.2112389775 -0.1229316015 0.041260408
#> 60 0.091409848 0.0284693003 -0.1333857150 -0.0857314697 -0.008812942
#> 61 0.053084778 0.0023303023 -0.0736996195 -0.0694439878 0.032529204
#> 62 0.186982126 0.1441951902 0.1379899121 0.0839967088 0.052296240
#> 63 -0.085467296 -0.1145631728 0.0882814079 0.0202007553 -0.122540067
#> 64 -0.016147871 -0.0089957841 0.2420795295 0.0168793301 -0.032584052
#> 65 0.186410726 0.1148769765 0.1300736956 0.1015207625 0.084635246
#> 66 0.083325997 -0.0064594335 -0.0332160773 -0.0760312245 0.015097243
#> 67 -0.018009996 0.0195316020 -0.0964772753 -0.0825089277 -0.093840965
#> 68 0.009335709 -0.0310438588 -0.0029229005 -0.0242942446 -0.101736751
#> 69 0.102953845 0.1185040389 0.0117575277 -0.0494767571 0.073358341
#> 70 -0.046222378 0.0033058994 -0.0214368294 0.0337145519 -0.056992156
#> 71 0.017014112 0.0597381485 -0.1043116158 -0.0651567416 0.006681965
#> 72 -0.025108747 -0.0542583265 -0.1165920710 0.0754030665 -0.076955884
#> 73 0.073286227 0.0460568834 0.1407439188 -0.0348260882 0.056529383
#> 74 0.049682419 0.1882503342 -0.0443947460 -0.0946082426 0.085335945
#> 75 -0.052430528 0.0109938107 0.1789336211 0.1034869407 -0.068143419
#> 76 0.003154024 -0.0790921595 -0.0308133141 -0.1268587174 -0.021115560
#> 77 0.070430691 0.0955016555 -0.0004098948 -0.0355631831 -0.023377377
#> 78 -0.016850090 0.0035991598 0.0019715490 0.0019805895 -0.088547481
#> 79 -0.003014085 0.0484964480 -0.0752125097 -0.0994223601 0.006566337
#> 80 -0.070329771 -0.0749526260 0.0374977691 0.0976492700 -0.066952250
#> [,46] [,47] [,48] [,49] [,50]
#> 1 -0.061726709 0.150203325 0.1178455791 -0.1252196149 1.165707e-02
#> 2 0.111871156 -0.048708321 -0.0051723023 0.0785479970 -1.362102e-01
#> 3 0.104022460 -0.004586053 -0.0371494032 -0.0989654035 -4.750485e-02
#> 4 0.046898870 0.105510930 -0.0148158526 -0.0119851128 -7.177238e-03
#> 5 0.049172295 -0.044203699 -0.0371198024 -0.0729126241 2.189723e-02
#> 6 -0.076438235 -0.106357013 -0.1035966531 0.0792801459 2.824299e-02
#> 7 -0.095125284 0.046421298 -0.0245386224 0.0103365418 2.188418e-01
#> 8 -0.027914774 -0.099349735 -0.1249200448 -0.0997383475 2.978069e-02
#> 9 0.019664128 0.006924617 0.0157767368 -0.0583653638 -1.188799e-01
#> 10 0.026299352 0.024892869 -0.0398503927 0.0696610595 -1.701946e-02
#> 11 -0.186782414 -0.098041457 -0.1215881586 -0.0696243591 8.394428e-02
#> 12 -0.152087520 -0.001105877 -0.0349806406 0.0060686891 1.614040e-01
#> 13 -0.093154823 -0.085524805 -0.0803910651 -0.0551330354 -1.376411e-01
#> 14 0.021623861 -0.100601195 0.0036842451 0.1496890602 6.477884e-02
#> 15 -0.079426804 0.085952403 0.0118654539 -0.1293669528 -9.795592e-02
#> 16 0.070193849 -0.031466495 0.0142264200 -0.0610765895 -9.761254e-02
#> 17 -0.096868006 -0.049310361 0.0315517007 0.0407308298 -8.009716e-02
#> 18 0.040704972 0.122877852 0.1380832090 -0.0377109910 2.197339e-02
#> 19 -0.032305548 -0.023400383 0.0655925652 -0.0462951625 -8.945340e-02
#> 20 -0.093915533 0.049260696 0.0560962665 0.0572796920 1.340497e-01
#> 21 0.157099628 0.154679277 0.0720082263 0.0200263957 3.462856e-02
#> 22 -0.104234068 -0.135870155 -0.1068919053 -0.1100136499 -2.281503e-02
#> 23 0.114389380 0.044350908 -0.0276690968 -0.0259677429 -1.006892e-01
#> 24 0.016021441 -0.035022749 0.0068190278 -0.0265994612 9.191817e-02
#> 25 -0.117277872 -0.057566556 -0.0179900727 -0.0181922332 8.385299e-02
#> 26 -0.130371808 -0.021718810 -0.0527180277 0.0230541088 1.575095e-01
#> 27 -0.076866116 -0.125324203 -0.1731968170 -0.0929150865 -6.956951e-02
#> 28 -0.078028225 -0.067372475 -0.1247214583 -0.2146593414 -3.780632e-02
#> 29 -0.033209165 -0.036506631 0.0057544048 0.0550713798 -6.205488e-02
#> 30 -0.065624980 -0.056704982 -0.0162509840 0.0750359737 1.196906e-01
#> 31 0.074267520 -0.057511440 -0.0530648758 -0.0502334944 -2.110967e-02
#> 32 -0.116290865 0.001220621 0.0507050103 0.0034286323 -9.215433e-03
#> 33 0.011731056 0.099498005 0.1676814715 0.1026740711 -1.331404e-01
#> 34 -0.016050495 -0.048631945 0.1284364581 0.0837814511 -6.538743e-02
#> 35 -0.074304966 0.017164110 -0.0479437005 -0.0948589394 -9.159892e-02
#> 36 -0.028997363 -0.035390687 0.0534524104 -0.0274025365 -7.991008e-03
#> 37 0.035496956 -0.076155981 -0.0743737434 -0.0308097090 1.078691e-01
#> 38 -0.075843286 -0.002374868 0.0042326420 -0.0338402864 8.905189e-02
#> 39 -0.012840767 -0.041939350 0.0006324589 0.1974454169 4.018483e-02
#> 40 0.027956908 -0.052180218 -0.0488510807 -0.0846873576 -5.762796e-02
#> 41 0.020797830 -0.004991151 -0.0714698684 -0.0352223080 9.829745e-02
#> 42 -0.046607952 0.028386601 -0.0396815175 -0.1371801449 -4.967794e-02
#> 43 -0.108632583 0.072915933 0.0837231003 -0.0055122345 1.341737e-01
#> 44 0.027960867 -0.047752380 -0.1067036126 -0.0154572074 -4.279349e-05
#> 45 -0.041007217 -0.053679733 -0.0496156860 0.0745493295 1.273385e-02
#> 46 0.007182778 -0.042898383 -0.1031609004 -0.0396113578 1.559907e-01
#> 47 0.057079097 0.021342776 -0.0079114132 -0.0134300225 2.240391e-02
#> 48 -0.021912466 -0.091118017 -0.1438866210 -0.0172347529 -4.145709e-02
#> 49 0.046372794 -0.042177837 -0.1004259408 -0.0010867104 -4.660930e-02
#> 50 0.035760437 0.064749413 0.0378557551 0.0670967657 -5.064193e-02
#> 51 -0.035444336 0.178143002 0.1429885047 -0.0009180604 -3.359686e-02
#> 52 0.127945267 -0.094656240 -0.0905476970 -0.0593924088 -2.054680e-01
#> 53 0.050588761 0.004477263 -0.0251877367 -0.0655495257 -9.256046e-02
#> 54 0.185095221 -0.006718818 -0.0370600572 0.2617668804 7.493250e-02
#> 55 0.583582172 0.020778128 -0.0103234848 0.1290463903 -5.815461e-02
#> 56 -0.003193242 0.607553542 0.2394845741 -0.0485918889 3.047484e-02
#> 57 -0.023421314 0.250358115 0.5966800015 0.0505575626 -5.938670e-02
#> 58 0.120342642 -0.033324267 0.0549516434 0.5922859206 7.652339e-03
#> 59 -0.096331846 0.016268972 -0.0844661104 -0.0218211520 6.217594e-01
#> 60 -0.041919551 0.033493301 0.0888491249 0.0869770760 6.391089e-02
#> 61 -0.033653561 -0.024592781 -0.0190118650 -0.0135210020 6.894634e-03
#> 62 0.022214943 0.034943574 0.0038635063 0.0067569110 -1.057241e-01
#> 63 0.005499914 -0.070303811 -0.1529634299 -0.1253208941 -1.122551e-01
#> 64 0.069453060 -0.068995910 -0.0634216517 -0.0954187713 -1.264702e-01
#> 65 0.210556312 0.027353227 -0.0019026970 0.0413827515 -1.093398e-01
#> 66 -0.019579758 0.002901366 0.0092581618 -0.0256617314 -7.592916e-03
#> 67 -0.089314222 0.076357001 0.0842482117 -0.1278831454 1.715103e-02
#> 68 -0.024494649 0.036086024 0.0465287047 -0.0320349430 -1.293621e-02
#> 69 0.080706039 0.013173266 0.0662790535 0.0278268342 3.002996e-03
#> 70 -0.046334713 -0.021983546 0.0236791976 0.0228804278 4.918556e-03
#> 71 -0.058545771 -0.016138447 -0.1079186281 -0.0510608626 1.280795e-01
#> 72 0.019703100 -0.107414317 -0.0406131359 -0.0398485623 5.108621e-02
#> 73 -0.009923320 -0.028849592 -0.0561953506 0.0618046370 -1.217361e-01
#> 74 0.024073656 0.027049864 0.0352488583 0.0391840731 2.729027e-02
#> 75 0.069074797 -0.069856340 -0.0307301316 -0.0308084714 -7.425399e-02
#> 76 -0.004324487 -0.055246059 -0.0827923376 -0.0503268271 4.660190e-02
#> 77 -0.056137339 -0.021215809 0.0255057976 0.0670957788 -8.966136e-02
#> 78 0.025647943 -0.023990458 0.1133044134 -0.0525659202 -6.348987e-02
#> 79 -0.063966405 0.036966067 0.1394476836 0.1455270412 -1.234476e-02
#> 80 0.033378891 0.006575999 0.0574439946 0.0551824756 -2.667289e-02
#> [,51] [,52] [,53] [,54] [,55]
#> 1 -0.0995850104 -0.138548199 -0.055165035 -0.0674889912 0.0389928074
#> 2 -0.1427760892 -0.082251972 0.032393231 -0.0808998597 0.1269270143
#> 3 -0.0284849281 0.036751449 -0.003251287 0.1166327947 0.0956060344
#> 4 -0.0351821703 0.022193668 0.023744699 0.0268934135 -0.0125199321
#> 5 -0.0258160218 -0.038886439 -0.034724228 0.0615611276 0.1478101991
#> 6 0.0533939981 -0.071428864 -0.110893838 -0.0501067378 -0.0333561254
#> 7 0.0672317977 0.077207050 -0.115858783 -0.0037445724 -0.1513059414
#> 8 -0.0549525517 0.081451221 -0.072511752 0.1939718700 -0.0221339095
#> 9 -0.1186561220 -0.049012076 0.021820587 0.0308552502 0.0600435414
#> 10 -0.0951629742 -0.082923433 0.021874543 -0.1469259342 -0.0543997709
#> 11 -0.0249120545 0.021207838 -0.101312033 0.0014265469 -0.1465734177
#> 12 0.2121616196 0.035690522 -0.003563543 -0.0367897876 -0.0935847105
#> 13 -0.0063822387 -0.039206131 0.216768608 -0.0172203603 0.0699069136
#> 14 0.1093577330 0.008017615 -0.086148839 -0.0568743679 -0.0195794247
#> 15 -0.0296813414 -0.031219177 0.115122517 0.0880784926 -0.0214295429
#> 16 -0.1401704064 -0.145500102 -0.109224441 0.0317425684 0.1221819724
#> 17 -0.0006822063 0.021043243 0.019250746 -0.1220202735 0.0137718623
#> 18 -0.0357779027 -0.086830450 -0.070879471 -0.1013379852 0.0448637451
#> 19 0.0838481627 0.187854045 0.080813401 0.0262573403 -0.0713583149
#> 20 -0.0204062095 0.045297432 -0.150836896 -0.0322999949 -0.1157479890
#> 21 -0.0484216304 -0.113064027 -0.063953900 -0.0922449264 0.0119282840
#> 22 -0.0680324780 -0.131598774 0.018688899 -0.0188967548 0.1344074569
#> 23 0.0640323255 0.091614879 0.183808611 0.0073640910 0.0208150212
#> 24 -0.0620813545 0.048802188 -0.150144000 0.0663225623 -0.0464601910
#> 25 0.1753560501 -0.030542832 -0.087472176 -0.0614243106 -0.0862181515
#> 26 0.0090345585 0.029501492 -0.103482727 -0.1336462943 -0.1041237689
#> 27 -0.0096085333 0.033026747 0.183800402 0.0035129375 0.0317837452
#> 28 -0.0804256378 0.033430263 -0.052683880 0.1275050654 0.0303118035
#> 29 -0.0403421721 -0.043514617 -0.103602849 -0.0855431362 -0.0781246675
#> 30 0.0433464070 -0.004891058 -0.102069877 -0.1592469534 -0.1058183394
#> 31 -0.0156238467 -0.074371537 0.060495693 0.1213073770 0.1278670205
#> 32 -0.0029322510 -0.106041947 -0.025098705 -0.1274719854 -0.1007109436
#> 33 -0.0432685481 -0.113086916 0.035377284 -0.0872709417 -0.0265122110
#> 34 0.0671785931 0.122985063 0.015658554 -0.0102513072 -0.0384004941
#> 35 -0.0754672730 -0.055597193 -0.079355143 0.0927562270 -0.0167917869
#> 36 0.1065252103 0.075171123 0.139310252 -0.0082881273 0.0530394007
#> 37 -0.0576150588 0.050988086 -0.108161088 0.0589263067 -0.0728965520
#> 38 0.0427073598 0.007114318 -0.085563192 -0.0797023961 -0.1168114724
#> 39 -0.0133681000 -0.119875676 -0.118502665 -0.1227161773 -0.0892107897
#> 40 -0.0768905460 -0.105949126 -0.063660707 0.1355045199 0.0002050494
#> 41 -0.0575107624 -0.031713803 -0.041429195 -0.0272251180 -0.0339937113
#> 42 0.0064225851 0.015223546 0.049503887 0.0788664410 -0.0672751157
#> 43 0.0463345720 -0.064799416 -0.025240345 -0.1279479019 -0.0803403055
#> 44 -0.1540452451 -0.148857096 -0.087753608 -0.0493483940 0.0632788836
#> 45 -0.0783260808 -0.011077259 -0.105592727 -0.0748394578 -0.0730591007
#> 46 0.0581899263 -0.034755470 -0.103571415 -0.0095585537 -0.0281628010
#> 47 -0.0831907246 -0.003283101 -0.040732603 -0.0389532206 0.1096968427
#> 48 -0.1501134136 -0.084511774 -0.045651307 -0.0241302455 0.0517647771
#> 49 -0.0259819757 -0.091149677 0.045455705 0.0177221031 0.0546792503
#> 50 0.0675487379 0.047271215 0.147801292 -0.0530927292 -0.0241973519
#> 51 0.0208125549 0.012721104 0.121218722 -0.0659842407 -0.0008409002
#> 52 -0.1634823107 -0.085748668 0.092573594 0.1144204897 0.2277945632
#> 53 -0.0912279407 -0.056892911 0.063180515 0.0709399618 0.0271944884
#> 54 -0.0110084642 0.048381230 0.034780994 -0.0684999116 -0.0189679448
#> 55 -0.0396099279 -0.013296390 0.009204843 0.0640452151 0.0875743126
#> 56 0.0118315547 -0.028206980 -0.002037895 -0.0357298796 -0.0748460266
#> 57 0.0780609193 -0.011752523 -0.022244422 -0.1075159580 -0.0583982280
#> 58 0.0805829512 -0.001867579 -0.014956937 -0.0754793413 -0.0860012668
#> 59 0.0280432742 -0.010925435 -0.156911442 -0.0918869963 -0.1465262037
#> 60 0.5858917958 0.157535550 0.047874144 -0.0160844037 -0.1506143089
#> 61 0.1394880026 0.603939343 0.037281439 0.0360400972 -0.1172302650
#> 62 0.0631938670 0.070648710 0.570572073 0.0087771238 0.1240659399
#> 63 -0.0723200812 -0.002148033 -0.062778277 0.6421274734 -0.0394531959
#> 64 -0.1664259383 -0.114994347 0.092934588 0.0009708523 0.6017034252
#> 65 -0.0961834744 0.056493783 0.090576160 0.0378036709 0.1157831332
#> 66 0.0649319262 0.092305083 0.076109958 0.0074375239 -0.0179954188
#> 67 0.1029479001 0.092754875 -0.014246111 -0.0571551663 -0.0227993188
#> 68 -0.0237328782 -0.003143269 -0.076417125 0.1152972659 -0.0479500174
#> 69 -0.0090816528 0.154165812 0.063858335 0.0505260129 0.0732866586
#> 70 0.0369368186 -0.001616203 -0.060509758 0.0145979238 -0.0690993148
#> 71 -0.0076482113 -0.080963229 -0.025601838 -0.0053789633 -0.0625064543
#> 72 0.0208651756 0.075212893 -0.130765769 0.0592538066 -0.1030657086
#> 73 -0.0049627558 0.042532403 0.247038719 -0.0267736448 0.0798116274
#> 74 0.0226082402 0.038274040 0.045247036 -0.0783859350 0.0483111868
#> 75 -0.0517655262 -0.041824402 0.042213776 0.1654639848 0.1144588827
#> 76 0.0001514984 -0.017096386 -0.085806431 0.0777471267 -0.0023200781
#> 77 0.1798242363 0.088418226 0.179466762 -0.0012399977 -0.0192525540
#> 78 0.0277633300 -0.031410312 -0.011527770 0.0367131741 0.0636999262
#> 79 0.1040043831 0.182765668 -0.003687990 -0.0052112441 -0.0632624902
#> 80 -0.0412850442 -0.171616916 -0.050236547 -0.0465352598 0.0586607585
#> [,56] [,57] [,58] [,59] [,60]
#> 1 -0.003545084 -0.0402123736 -0.010386481 0.066461145 0.0450640541
#> 2 0.108905128 -0.0370547127 -0.063845798 -0.086807453 0.0225981121
#> 3 0.064390093 0.1902244195 0.095000170 0.020801822 0.1071012224
#> 4 0.094249421 -0.0110022659 0.041739193 -0.065515621 0.0059561547
#> 5 -0.045303513 -0.0484380035 -0.042726289 0.077169998 0.1547433376
#> 6 -0.085823970 -0.0858742952 -0.110678552 -0.109983267 -0.1614675564
#> 7 -0.057508196 -0.0395570210 0.002932465 0.112112714 0.0611545407
#> 8 0.077266591 0.0364525919 0.000370431 0.025483674 0.0594362577
#> 9 0.147893686 0.0037554281 -0.024878094 0.115873181 0.0236509937
#> 10 -0.008210258 0.0081017667 -0.125485573 -0.087497092 0.0137855214
#> 11 -0.056944173 -0.0571578353 -0.090357055 -0.002212019 -0.0560704319
#> 12 -0.147852496 0.0386974677 0.143510799 -0.053472891 -0.0973963494
#> 13 -0.039883513 -0.0732362494 -0.037791426 -0.074710741 -0.0577239295
#> 14 -0.083398864 0.0491800469 0.061703396 0.009550390 0.0043040427
#> 15 0.051810927 -0.0236145035 0.015989602 0.092571527 -0.0035204905
#> 16 0.002589472 -0.1274569205 -0.058118335 0.108583767 -0.0306344686
#> 17 -0.040639040 -0.0769913366 0.053104166 -0.022452378 -0.0653525877
#> 18 0.099276496 -0.0879747943 0.120499216 0.033800437 -0.0548983656
#> 19 0.012119090 0.0763635532 0.006040998 0.011440684 0.1533472535
#> 20 -0.085756564 0.0423321189 0.049796789 0.146911420 0.0414902769
#> 21 -0.018714502 -0.0758610784 -0.002691256 0.048964916 -0.0406890679
#> 22 -0.115697162 -0.0155003497 -0.008733795 -0.030643728 -0.0562586265
#> 23 0.073807867 0.0947122357 0.061761004 -0.060162026 0.0041154164
#> 24 -0.054314960 -0.0009342194 0.012257901 0.082406460 -0.0022059571
#> 25 -0.138360236 0.0096258560 0.059969913 0.055648791 -0.0715876292
#> 26 -0.066981639 0.1282596962 0.001004917 -0.105144165 -0.0832730016
#> 27 -0.030612133 -0.0894295216 -0.076181278 -0.150982815 -0.1094324360
#> 28 -0.031769023 -0.0199031660 0.033835477 -0.067160615 -0.0788608045
#> 29 -0.033922966 -0.0463718762 -0.065832065 -0.107761896 -0.1147276893
#> 30 -0.098745217 -0.1097847350 0.046944188 -0.043489744 -0.0809884585
#> 31 -0.020874760 0.0117943545 -0.083064746 -0.023254888 0.0075430414
#> 32 -0.144398522 -0.0291352303 0.014418553 -0.096577951 -0.0696340129
#> 33 -0.016141354 -0.0017372827 -0.102678164 -0.078670929 -0.0923456150
#> 34 0.059196820 0.0972069805 0.019477865 0.014849118 0.0518163820
#> 35 -0.082055469 -0.1139662639 -0.142331835 -0.080564070 -0.1019016688
#> 36 0.021780429 0.3133671974 0.042440109 -0.016467740 0.1072600161
#> 37 -0.089553906 -0.0927521865 -0.042530367 0.036198445 0.0346995724
#> 38 -0.081402949 -0.0880570427 0.027648529 -0.106436159 -0.1743614878
#> 39 -0.081910236 -0.0951182303 -0.084664988 0.014454981 -0.1276209373
#> 40 -0.087576927 -0.0621774173 -0.054481458 0.020061496 -0.0677263174
#> 41 -0.019276191 -0.0989521019 -0.020942522 -0.112714355 -0.0895054859
#> 42 0.056337279 -0.0596406653 -0.019857204 -0.007933153 -0.0229404049
#> 43 -0.159261349 -0.0200238084 0.066537514 -0.033093380 -0.0412891213
#> 44 -0.076187581 -0.0607186550 -0.143419690 -0.140609725 -0.1559116209
#> 45 0.047026692 -0.0184149260 -0.006166732 0.029989739 -0.0561719309
#> 46 -0.111181210 -0.0457028903 -0.001792659 -0.042626875 -0.0667353716
#> 47 0.028540100 -0.0038292459 0.037846133 0.122630044 0.0621444185
#> 48 0.086873823 -0.1324966417 -0.092006131 -0.087151432 -0.0764824326
#> 49 0.007181948 -0.1133364150 -0.106747945 -0.030377564 -0.0490729008
#> 50 0.160088320 0.0615805596 -0.026086778 0.001093623 0.0692280284
#> 51 0.104758936 -0.0120005055 0.027659186 -0.023081580 0.1009825873
#> 52 0.097515804 -0.0611969997 -0.110789542 -0.017400472 -0.0282037742
#> 53 0.093562996 -0.0794120222 -0.072221069 -0.014171691 -0.0648379343
#> 54 0.079978428 0.0150173939 -0.080252159 -0.088313249 0.0612981122
#> 55 0.210404640 -0.0151544615 -0.071220270 -0.006566002 0.0731509563
#> 56 0.003230185 -0.0166447070 0.070479584 0.030043302 -0.0183531866
#> 57 -0.015152198 0.0005856294 0.089244335 0.051359523 0.0456261417
#> 58 0.032527331 -0.0299401829 -0.118492941 -0.022810043 0.0115680032
#> 59 -0.147668757 -0.0413448585 -0.002932252 -0.033184805 -0.0427293262
#> 60 -0.098644770 0.0670475995 0.118732229 -0.008113854 -0.0189463590
#> 61 0.035984940 0.0763732093 0.090491656 -0.005571792 0.1262535586
#> 62 0.103434587 0.0935453537 0.016857941 -0.045478378 0.0693133514
#> 63 -0.020893302 -0.0466824803 -0.097606515 0.074680613 -0.0155743709
#> 64 0.097510208 -0.0316913748 -0.022826619 -0.048142622 0.0476103231
#> 65 0.583430500 0.0338249430 -0.034880744 0.003300984 0.1357681232
#> 66 0.029247974 0.5880074692 0.059818444 0.011641757 0.0956985336
#> 67 -0.053126368 0.0461497880 0.601676125 0.047622638 0.0007356999
#> 68 -0.014779336 -0.0018615940 0.047787943 0.601510820 0.1664366754
#> 69 0.143171534 0.1076789131 0.026384735 0.191920406 0.5760270896
#> 70 0.025513447 -0.0584038403 -0.012553046 -0.016177789 -0.0638422950
#> 71 -0.115219180 -0.1030016586 -0.069438530 -0.095067501 -0.0749780820
#> 72 -0.026835628 0.0451312535 -0.026246695 0.054885376 0.0038805748
#> 73 0.128290434 0.1059780960 -0.083604417 -0.076400812 0.0163929990
#> 74 -0.016224126 0.0943814563 0.156173253 -0.014223499 0.0251639666
#> 75 0.069130231 -0.0325817327 0.014799989 0.041520631 0.0728636550
#> 76 -0.094818308 -0.0902735034 -0.049703423 0.093952219 -0.0027044012
#> 77 -0.007853260 0.1479897890 0.012975662 -0.060387081 0.0453543204
#> 78 -0.078396259 0.0962951801 0.105326889 0.012509645 0.0040144324
#> 79 -0.056687439 0.1347522157 0.094553595 0.020391564 0.1065500006
#> 80 -0.076923461 -0.0918083800 -0.050545462 0.017167991 -0.1271708597
#> [,61] [,62] [,63] [,64] [,65]
#> 1 -0.0144828995 -0.0718686167 -0.097527678 -0.0146206610 -0.008545931
#> 2 -0.0177722835 -0.1397079488 0.002971810 0.0456604815 -0.146443873
#> 3 -0.0121939656 0.0160251709 -0.021156340 0.0624354854 -0.023715792
#> 4 0.1201183490 -0.0859996328 -0.040324660 -0.0398389473 -0.041558620
#> 5 0.0681554585 -0.0101887670 -0.053984420 0.0640079824 0.335274131
#> 6 -0.0469187525 -0.0098202783 0.014654537 -0.0266425600 0.012145764
#> 7 0.0630679079 -0.0364222692 -0.120073497 -0.0943072240 -0.026599778
#> 8 -0.0393337815 0.0684541500 -0.020682234 0.1626983566 0.094951244
#> 9 -0.0950004163 0.0514578462 0.004650674 0.0931418095 -0.112740074
#> 10 -0.0070892977 -0.1754140289 0.025302678 -0.0990194441 -0.088922516
#> 11 0.0063030605 -0.0144140010 0.011299159 -0.0799189235 0.114925279
#> 12 0.1132263597 0.0166201534 -0.054386981 -0.1184680650 0.055775305
#> 13 -0.0516823153 -0.0715532429 0.233991557 0.0736287042 -0.012910308
#> 14 -0.0740699171 0.0663173641 -0.014361271 0.0486860302 -0.034738314
#> 15 -0.0334493922 0.0067398035 0.018431499 0.0195577961 -0.087324867
#> 16 -0.0911178399 -0.0363800144 -0.078630748 0.0547490319 0.133650459
#> 17 -0.0779045962 -0.0155405461 0.043309922 -0.1300498058 -0.025161882
#> 18 -0.0729330981 0.0066059571 -0.093874071 -0.0443318319 -0.009638157
#> 19 -0.0632052587 0.1511229778 0.049529736 0.0509319669 -0.066936115
#> 20 -0.0927388458 0.0723301428 -0.049467111 0.0054137443 -0.064914020
#> 21 0.0442378991 -0.1278949746 -0.087777873 -0.0724446178 -0.034671009
#> 22 0.0136663052 -0.0494619969 0.012334912 0.0766883103 -0.044599628
#> 23 -0.0363731913 -0.0799676547 0.116629841 -0.0641125907 -0.093561609
#> 24 -0.0894146681 0.0542444661 -0.110169994 -0.0286554791 0.080219158
#> 25 0.0001111215 0.0305913048 -0.105981624 -0.0638776006 -0.030375949
#> 26 -0.0149816318 0.0008581825 0.002364483 -0.1894248489 -0.052315152
#> 27 -0.0068479117 -0.0241779611 0.181454216 -0.0421127796 0.023373726
#> 28 -0.0735651704 0.0977273873 -0.076645952 -0.0430362027 -0.017896331
#> 29 -0.0910752470 0.0805508485 -0.039934127 -0.1456087626 -0.141248791
#> 30 0.0734270132 -0.0459356339 -0.100809627 -0.1440594332 0.014889077
#> 31 0.0982397549 -0.0318865636 0.023649137 0.0453596303 0.013918956
#> 32 0.0695740682 -0.1797181177 -0.119790078 -0.1102748564 -0.103832288
#> 33 -0.0118073945 -0.0605500465 0.066094133 -0.0197557715 -0.156898062
#> 34 -0.1154041820 0.2198980302 0.063594021 0.0023758445 -0.022630340
#> 35 -0.0873656334 -0.0683246043 -0.012825254 -0.0526736080 0.111386335
#> 36 0.0344759055 0.1047882884 0.064818558 -0.0540984520 0.017463503
#> 37 0.0178119094 0.0646423813 -0.084078702 0.0237508063 0.121673385
#> 38 0.0079373672 0.0650370043 -0.037712796 -0.0877343503 -0.038895679
#> 39 -0.0330999839 -0.0159024960 -0.083769928 -0.1293657995 -0.035130317
#> 40 0.0920894163 0.0190811441 -0.135151143 0.0962097884 -0.015469194
#> 41 0.0906811044 0.0012985015 -0.120456489 -0.0252150254 -0.143607962
#> 42 -0.0437388952 -0.0607109273 0.001471305 0.0242429144 0.057767748
#> 43 0.1412397546 -0.0878639514 -0.039036779 -0.1060251753 -0.038832380
#> 44 0.0301764023 -0.0758399701 -0.074281020 -0.0941346385 -0.114533656
#> 45 -0.1129425955 0.1441249377 0.003374811 -0.0511047289 -0.110349201
#> 46 0.1099070095 -0.0104244851 -0.085391530 -0.0202813607 0.336458415
#> 47 -0.0494574704 0.0328577268 -0.077923344 -0.0461537990 0.030250107
#> 48 0.0232910831 -0.1132034062 0.024065553 0.0448267313 -0.036002101
#> 49 0.0336777211 -0.0949126884 0.081597892 0.0174443811 0.232981222
#> 50 0.0299327877 -0.0244122671 0.063772874 -0.0713096282 0.006681326
#> 51 0.0888611894 -0.0373574811 0.052747896 0.0083190759 -0.059360493
#> 52 -0.0976284252 -0.1221310759 0.124995081 0.1538190361 -0.033521498
#> 53 -0.0338734263 0.0944641862 -0.025974801 0.1029724804 -0.104966777
#> 54 0.0412662289 -0.0545938154 0.068681618 -0.0653569309 0.004077329
#> 55 -0.0194563609 0.0465703146 0.006734061 0.0763664314 0.025373549
#> 56 -0.0010204071 -0.1045184729 -0.036163581 -0.0865360760 -0.049519393
#> 57 -0.0819270474 -0.0268437508 -0.052635798 -0.0365363266 -0.066192131
#> 58 -0.0206752011 -0.0216850963 0.069758270 -0.0322205855 -0.029332540
#> 59 0.1289916946 0.0397761874 -0.143256006 -0.1051395920 0.038122697
#> 60 0.0291315750 0.0454227664 0.009385002 -0.0467835155 0.027539910
#> 61 -0.0622309896 0.0817229363 0.038832613 -0.0548899391 -0.007755521
#> 62 0.0264976708 -0.0908884551 0.276706200 0.0625155099 -0.043098297
#> 63 -0.0248348546 0.0275757198 -0.068661564 0.1142103179 0.048899861
#> 64 -0.0415382973 -0.0943197472 0.078347756 0.1036292640 0.009256704
#> 65 -0.0759780982 0.0001832581 0.145099488 0.0765735376 -0.064968600
#> 66 -0.0683375456 0.0675731709 0.118210180 -0.0297153954 -0.065000765
#> 67 -0.0484430733 -0.0174734336 -0.085040988 0.0039976703 -0.038099341
#> 68 -0.0739067390 0.0638239421 -0.077672078 0.0308836176 0.105721607
#> 69 -0.0283335895 0.0383028718 0.040605463 0.0877103719 0.034548717
#> 70 0.0019408972 0.0219124166 -0.044813288 0.0976988886 -0.050131200
#> 71 0.6226715821 -0.0985922039 -0.112110887 -0.0379962605 0.085897685
#> 72 -0.0863700083 0.6104493866 -0.115631970 0.0002071433 0.012514747
#> 73 -0.0896788589 -0.1054221375 0.600239554 0.0414099150 -0.055552838
#> 74 0.1177965056 -0.0283410051 0.017815736 0.0602752910 0.054581346
#> 75 -0.0061984849 0.0197827233 0.050775662 0.5908738065 0.022759592
#> 76 0.0952890600 0.0096839258 -0.068593492 0.0003531905 0.613280208
#> 77 0.0061871509 -0.0445667795 0.179013341 0.0525992307 -0.118189825
#> 78 0.0041142509 0.1198051455 -0.074774977 0.1018132303 0.009359131
#> 79 -0.0754581357 0.0576694600 0.062374730 0.0180197187 -0.055589605
#> 80 0.0477606145 -0.0508616349 -0.108151258 0.0077740700 -0.063439506
#> [,66] [,67] [,68]
#> 1 -0.1382014481 -0.138619064 0.0116073212
#> 2 0.0067746909 -0.030242123 0.0383504538
#> 3 -0.0058887483 -0.035264821 -0.0255743338
#> 4 0.0713011155 -0.004358190 -0.0748989602
#> 5 -0.1062465617 -0.106652392 -0.0692312529
#> 6 -0.0071752806 -0.044490967 0.0350726856
#> 7 -0.0337525306 -0.032462863 -0.0235403751
#> 8 -0.0347053077 -0.034419943 -0.1242238056
#> 9 -0.0351609675 -0.064487821 0.0671021189
#> 10 -0.0751981581 -0.101737843 -0.1108928888
#> 11 -0.1318697971 -0.095748684 -0.1748021810
#> 12 0.0359015108 0.094102424 0.0129001834
#> 13 0.0585984402 -0.028735296 -0.0863358845
#> 14 0.0923356891 0.186813188 0.0638462202
#> 15 -0.0089317828 -0.084892556 -0.0316632813
#> 16 -0.1722504423 -0.135332092 0.0225441272
#> 17 -0.0165591521 0.089094172 0.0500723603
#> 18 -0.1392876972 -0.095828429 0.1491152659
#> 19 0.1661279338 0.133312077 -0.1023193252
#> 20 0.0049829183 0.241119309 -0.0151787292
#> 21 -0.1226021047 -0.141339453 0.1193218655
#> 22 -0.0150852937 -0.097171860 0.0778944589
#> 23 0.0958541662 -0.005595494 -0.0144397495
#> 24 -0.1040135503 0.028773844 -0.0514937874
#> 25 0.0478888318 -0.005696408 0.2262942222
#> 26 -0.0041755640 0.022206077 -0.0761271809
#> 27 -0.0250040760 -0.114024976 -0.1156740417
#> 28 -0.1219665633 -0.142297840 -0.1148107782
#> 29 -0.0840966288 -0.021448330 0.0259743983
#> 30 -0.0815351142 -0.054745120 -0.0365229399
#> 31 0.0038133486 -0.076695004 0.1231807836
#> 32 0.0590241934 -0.003617929 -0.0333424287
#> 33 0.1063359128 0.051560519 0.1540412190
#> 34 0.1495967002 0.251475030 -0.0299287679
#> 35 -0.0906635934 -0.038188797 -0.1505150986
#> 36 0.1354909179 0.091327358 -0.0229079411
#> 37 -0.1305480405 -0.018514593 -0.0574979446
#> 38 -0.0828730171 -0.027976012 0.0131968105
#> 39 -0.1228887388 -0.072250881 0.2092800920
#> 40 -0.0253835369 -0.074867371 0.1179423209
#> 41 -0.0365927268 -0.063113522 0.0532562950
#> 42 -0.0783072889 -0.153918872 -0.1311099678
#> 43 0.0271940453 0.028956040 -0.0005505544
#> 44 -0.0845565730 -0.102469375 0.1666319865
#> 45 -0.0559417380 0.053034948 0.0420462491
#> 46 -0.1056303315 -0.071383844 -0.0366883410
#> 47 -0.0972038279 -0.033357738 0.0293478830
#> 48 -0.0444139022 -0.114836106 -0.0509877520
#> 49 -0.1320022202 -0.146779043 -0.0331708443
#> 50 0.0489411946 -0.026739879 -0.0832989148
#> 51 0.0902165245 0.040975018 -0.0717174045
#> 52 -0.0281348761 -0.105173790 0.0182931404
#> 53 -0.0386880398 -0.104783515 0.1030447659
#> 54 -0.0232012854 0.004506130 -0.0582558052
#> 55 -0.0514561007 -0.061521465 0.0465804818
#> 56 -0.0405059404 0.015439636 -0.0041937805
#> 57 0.0170892063 0.128794794 0.0575477559
#> 58 0.0630732684 0.139268232 0.0596803178
#> 59 -0.1231573571 -0.048077061 -0.0516485404
#> 60 0.1821958507 0.104139699 -0.0303930773
#> 61 0.0727422927 0.164853436 -0.1787724961
#> 62 0.1971580996 0.011767049 -0.0240248573
#> 63 -0.0551040609 -0.061311606 -0.0918789704
#> 64 -0.0326925689 -0.078938804 0.0537410962
#> 65 -0.0030203500 -0.054090827 -0.0635701983
#> 66 0.1482457300 0.132771858 -0.0830320864
#> 67 -0.0004370534 0.078904582 -0.0554378242
#> 68 -0.0736344914 0.004907856 0.0124409337
#> 69 0.0575906409 0.116550023 -0.1064141865
#> 70 0.1046129267 0.044645067 0.1169078996
#> 71 -0.0282210211 -0.112102606 0.0218727951
#> 72 -0.0667527559 0.033247185 -0.0645272586
#> 73 0.1670371977 0.048162288 -0.1116070485
#> 74 0.0930044253 0.105910654 0.0038805388
#> 75 0.0499888344 0.013173024 0.0136840263
#> 76 -0.1432066224 -0.082842701 -0.0799359506
#> 77 0.5882634102 0.245380343 -0.0157544345
#> 78 0.0942029562 0.130116344 0.1168298906
#> 79 0.2476166417 0.586027112 -0.0614147563
#> 80 -0.0242747870 -0.072171407 0.5967837628
#>
#> $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 0.005420862 -0.2860516608 -0.000449931 0.186993883 -0.096138336
#> X2 0.041802110 -0.1261433447 0.345818810 -0.301785104 -0.077318447
#> X3 0.129020397 -0.0606174576 0.076697305 -0.044201451 0.024073695
#> X4 0.006826779 0.0003519712 0.079595513 -0.124525447 0.056909598
#> X5 0.198942423 -0.0317047000 -0.249038873 0.158433203 -0.083748480
#> X6 -0.079236087 0.1397269879 -0.135229849 -0.083508113 -0.133011742
#> X7 0.216500510 0.0888404959 -0.208318752 0.004089737 0.146911602
#> X8 0.028056842 -0.2080037605 0.283171196 -0.142283909 -0.051019217
#> X9 0.038475426 0.1581066358 -0.216803532 0.207493533 0.093432186
#> X10 -0.229270425 0.1282685280 -0.197330849 0.186506311 0.138383963
#> X11 0.135203136 -0.2311961368 0.065913489 -0.109222672 0.229358855
#> X12 -0.174901377 0.2224814885 -0.110546696 -0.170141636 0.028061214
#> X13 0.082424460 -0.3141803315 0.176884835 0.113333003 0.145280015
#> X14 0.144797378 -0.1133603604 -0.079459870 0.094437791 -0.194982478
#> X15 -0.102455532 -0.1526730958 0.021009018 0.082571437 -0.117921788
#> X16 -0.006984750 0.0050708524 0.120039411 -0.185152125 0.330555812
#> X17 -0.215953428 0.2076587570 -0.079473065 -0.110631937 0.056194520
#> X18 -0.052627030 -0.0914297211 0.138160454 0.152557220 -0.266598655
#> X19 0.018264480 -0.1561455386 -0.071680827 0.120630833 -0.035100149
#> X20 0.050092924 -0.0923719410 0.200522730 -0.095110247 0.110669380
#> X21 0.022249984 0.2379109558 -0.168087531 -0.013488279 -0.099566663
#> X22 -0.229590449 0.0238522593 -0.143533019 0.118993762 0.003467709
#> X23 -0.230605436 0.2439167381 -0.051969911 -0.035051221 0.001438473
#> X24 0.144388048 -0.0433828078 -0.001404401 -0.017693648 0.122130396
#> X25 0.162417489 -0.0725518637 -0.052580293 0.115904886 -0.019772205
#> X26 -0.174654782 0.1049411095 0.263758317 -0.056819571 -0.112442481
#> X27 0.102107169 -0.0541767667 0.128671977 0.143963678 -0.053894568
#> X28 -0.133317720 -0.1857883611 0.371032735 -0.124550084 0.011690174
#> X29 -0.088972366 0.1272183178 -0.002623409 -0.245928411 0.370313026
#> X30 0.155592385 -0.0297912560 -0.120896093 0.086188042 0.053171386
#> X31 -0.030861326 -0.0114621952 -0.008184645 -0.079876336 0.301801824
#> X32 0.060501123 0.2441405263 -0.112650014 0.120219607 -0.099731385
#> X33 -0.227606751 0.1465740453 0.093705348 0.035915763 -0.267919558
#> X34 0.059225989 -0.1042925093 0.045553283 0.174682784 -0.155485386
#> X35 0.205205981 -0.1610604867 -0.100124939 0.150298362 0.084596055
#> X36 -0.213551533 0.0072663582 -0.001847344 0.218130837 0.021095592
#> X37 -0.050425471 -0.0314216598 0.234436551 -0.020668836 -0.331037785
#> X38 -0.175174189 0.1422427540 0.135231396 -0.198185937 0.013090250
#> X39 0.051068771 0.1299901731 -0.365796591 0.182253730 -0.098988940
#> X40 0.089916038 -0.0154973783 0.046804948 -0.229248362 -0.079281255
#> X41 0.019166589 -0.0817367542 0.081360525 -0.080777135 0.250528976
#> X42 -0.037990537 -0.2016555816 0.165743086 -0.084341432 0.249821636
#> X43 0.270606167 -0.2162433613 0.213550862 -0.183743749 -0.065953990
#> X44 0.079019138 -0.2289259054 0.295074356 -0.012973976 -0.080005333
#> X45 0.004895286 0.2310833221 0.165905783 -0.070057632 -0.031064111
#> X46 0.152289253 0.0677745286 0.257696439 -0.097241638 -0.086154606
#> X47 -0.114891842 -0.1845528006 0.098323953 0.149317634 0.044935692
#> X48 -0.191279014 -0.1557172562 0.095578802 0.005157514 0.144921314
#> X49 -0.139273328 0.2476745065 0.183088339 -0.194753762 0.021888151
#> X50 -0.154699517 0.2536225364 -0.220169225 0.229724058 -0.114176473
#> X51 -0.163778604 0.0955599141 -0.122549061 0.068108907 0.263054169
#> X52 0.008996393 0.2175182359 -0.055740715 -0.129803217 0.299648913
#> X53 0.104536349 -0.2214018847 0.188145778 -0.142310038 0.293363347
#> X54 0.260212631 0.0401043110 -0.024746878 0.137970219 0.092283827
#> X55 0.183917415 -0.2530675903 0.062436429 -0.221189698 -0.056131495
#> X56 0.165903085 -0.0630311381 0.249524114 -0.240505622 0.105825070
#> X57 -0.040666543 0.0538504925 0.022835613 -0.183622344 0.280061343
#> X58 -0.132802310 -0.0905436463 -0.148025226 -0.011196967 0.169242214
#> X59 0.017818210 -0.0203496274 -0.079622491 0.100772083 0.061607882
#> X60 0.099391950 0.0352920463 0.027561118 -0.106477210 0.234078209
#> X61 -0.024482610 0.0060354515 -0.041633061 0.257616854 -0.077684404
#> X62 -0.016576755 0.2075065572 -0.038753022 -0.011569537 0.117156393
#> X63 0.102859411 -0.0621406773 0.141399107 -0.289359468 0.274641002
#> X64 0.192593050 -0.1225948169 0.001333334 -0.142068386 0.100328350
#> X65 0.161910513 0.1031357290 -0.350912480 0.210753988 -0.036217190
#> X66 -0.092340653 -0.0369936732 0.083209496 -0.293868453 0.374314524
#> X67 -0.180124857 0.1645215194 -0.017620088 -0.291985692 0.349152233
#> X68 -0.159462778 -0.1401909139 0.157980723 0.051528646 -0.196971910
#> comp 6
#> X1 -0.064043142
#> X2 0.073122948
#> X3 -0.081009573
#> X4 -0.192586151
#> X5 0.054046169
#> X6 0.220967461
#> X7 0.019675200
#> X8 0.024504900
#> X9 -0.013360293
#> X10 -0.027829297
#> X11 0.007502279
#> X12 0.246722193
#> X13 -0.174532455
#> X14 0.317651566
#> X15 0.152094218
#> X16 -0.219580427
#> X17 0.106977865
#> X18 0.051431818
#> X19 0.285772721
#> X20 -0.167792150
#> X21 0.029586682
#> X22 0.145923455
#> X23 -0.109857487
#> X24 -0.097322648
#> X25 -0.210878024
#> X26 0.007392353
#> X27 0.099611238
#> X28 0.057485378
#> X29 -0.015037250
#> X30 0.052578586
#> X31 -0.217439674
#> X32 0.066523952
#> X33 0.204655262
#> X34 0.182283589
#> X35 -0.201767519
#> X36 0.004181829
#> X37 0.106726247
#> X38 0.118224450
#> X39 0.048652702
#> X40 0.057672879
#> X41 -0.255743215
#> X42 -0.226060717
#> X43 0.216843562
#> X44 -0.040178917
#> X45 -0.002024143
#> X46 0.087328582
#> X47 -0.176164641
#> X48 -0.024985654
#> X49 0.132612274
#> X50 -0.131664926
#> X51 -0.189901014
#> X52 -0.309450298
#> X53 -0.140605276
#> X54 0.034385772
#> X55 0.234427994
#> X56 -0.011505110
#> X57 -0.203146310
#> X58 -0.086951563
#> X59 0.063450391
#> X60 -0.106055656
#> X61 -0.145186321
#> X62 -0.083589401
#> X63 0.022208034
#> X64 0.230020246
#> X65 0.030906954
#> X66 -0.085635847
#> X67 -0.006200755
#> X68 0.311704362
#>
#> $mat.d
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1.627201 1.801419 1.308174 1.969336 0.8656825 1.731821
#>
#> $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 comp 6
#> 1 -0.119366461 -0.470163040 -0.14770155 0.103347069 -0.231036722 -0.143465539
#> 2 0.096720271 -0.098632593 0.28516603 -0.306594210 -0.233999873 0.043862045
#> 3 0.294440257 -0.006572275 0.08392684 -0.020204601 -0.044004165 -0.121795748
#> 4 0.051437327 0.010906189 0.02258421 -0.139996618 -0.054217225 -0.153712226
#> 5 0.409158082 -0.069767312 -0.36849617 0.047142886 -0.163130759 -0.056397382
#> 6 -0.154980696 0.089287407 -0.28968606 -0.222275226 -0.251171263 0.143174594
#> 7 -0.224409381 0.134131627 -0.11497907 0.098699703 -0.087614148 -0.126741971
#> 8 0.533133451 0.167932267 -0.25423490 0.027814356 0.188701005 0.106335561
#> 9 0.015039991 -0.237508754 0.26809576 -0.127971339 -0.146845155 -0.043690573
#> 10 0.057249777 -0.009758618 0.13192506 -0.080574944 -0.220588230 -0.119923131
#> 11 0.154944054 0.239500090 -0.16736842 0.313780973 0.235164582 0.208707927
#> 12 -0.447578645 0.085620155 -0.17543050 0.264751582 0.259106178 0.073126969
#> 13 0.227161039 -0.304703338 -0.05142946 -0.085964502 0.216366460 0.011977120
#> 14 -0.326591394 0.200848435 -0.22229923 -0.254704379 -0.041708960 0.156861871
#> 15 0.113665374 -0.367508815 0.20561017 0.231054904 0.163774635 -0.156894306
#> 16 0.278299780 -0.155038223 -0.17776927 0.029436272 -0.237172738 0.255575791
#> 17 -0.323454926 -0.019238303 0.02649452 -0.049574378 0.101406229 0.135766328
#> 18 -0.265681949 -0.265873098 -0.02369941 0.101741167 -0.076399990 0.208123235
#> 19 0.014933140 0.050227147 0.13225939 -0.084659807 0.331856342 -0.144277574
#> 20 -0.418441644 0.183798750 -0.14929677 -0.149046199 0.010988486 0.090204856
#> 21 -0.119653161 -0.104119585 0.16244819 0.151464999 -0.359695296 -0.025963395
#> 22 -0.006061815 -0.247909157 -0.14002258 0.149376731 0.052816236 0.338912246
#> 23 0.116450595 -0.055479040 0.22240860 -0.049077863 0.041901610 -0.208399050
#> 24 0.136927228 0.289044521 -0.26536583 -0.154906892 -0.299342308 -0.125041370
#> 25 -0.510731794 -0.103485894 -0.22732778 0.098677458 0.008932034 0.127827990
#> 26 -0.412614639 0.263605747 -0.06587338 -0.054463403 -0.079658997 -0.077463887
#> 27 0.327775198 -0.026468451 -0.06392982 -0.035727589 0.031600240 -0.150347519
#> 28 0.357424724 -0.091692648 -0.15174215 0.025140771 -0.221752124 -0.336211223
#> 29 -0.296387647 0.195282139 0.35648928 -0.010553890 -0.238797292 -0.083744788
#> 30 -0.297459057 0.155543771 -0.10571129 -0.008775468 -0.225187277 -0.073004092
#> 31 0.279360933 0.076077094 0.30862752 0.311666441 0.049886507 0.132633505
#> 32 -0.267185712 -0.097352761 -0.07473648 0.026943255 -0.079259260 0.011157180
#> 33 -0.328817326 -0.205041542 0.41020479 -0.034353324 -0.051461296 -0.004320914
#> 34 -0.138742113 0.154516926 -0.04675622 -0.185883328 0.379689546 0.017962239
#> 35 0.333471712 -0.008395729 -0.19088357 0.119332455 0.070226017 0.176639853
#> 36 -0.055013256 -0.020663803 -0.02975471 -0.021980021 0.303056613 -0.196991691
#> 37 0.257561930 0.402290827 -0.03450839 0.146491722 -0.128708629 0.041085795
#> 38 -0.239258503 0.130860431 0.04360579 0.156824927 -0.079823555 0.013127502
#> 39 -0.431258613 0.170099103 0.13874251 0.015650546 -0.352048483 0.106985447
#> 40 0.135631964 -0.080692120 0.09562367 0.222405698 -0.159436117 0.115275000
#> 41 -0.097095307 0.045667964 0.15908558 0.021879024 -0.206422378 -0.040567409
#> 42 0.405853905 -0.218296851 -0.20525788 0.098599312 -0.016269195 -0.253608245
#> 43 -0.416199634 -0.008342459 0.08273205 0.351791698 0.138743696 0.103619279
#> 44 -0.097073191 -0.004117538 0.22824815 -0.083147424 -0.548935014 -0.061387268
#> 45 -0.311083861 0.190866447 0.15130412 -0.150487348 -0.010059766 0.154064726
#> 46 0.122609206 0.078353915 -0.52119327 0.024148626 -0.213083516 -0.053610033
#> 47 0.021774875 -0.045478425 -0.03989865 -0.114740692 -0.207936584 -0.052447981
#> 48 0.214623170 -0.042969155 -0.12866922 -0.343553160 -0.254682498 0.059232541
#> 49 0.319967003 -0.045215897 -0.12773237 0.081297555 -0.119973604 0.065329006
#> 50 0.027693652 -0.095080711 0.04788482 -0.022236214 0.220485998 -0.183754218
#> 51 -0.125553992 -0.265019149 0.14607975 0.021863235 0.267618315 -0.127138472
#> 52 0.565395444 -0.174216390 0.16613699 -0.171740231 -0.135621242 0.180116179
#> 53 0.139154913 -0.222785370 0.33757824 0.017612380 -0.193288301 -0.177649990
#> 54 0.166021914 0.482853968 0.37319418 0.102738565 0.035687209 0.088862324
#> 55 0.432447555 0.311157674 0.45983649 0.062249846 -0.051157037 0.126536646
#> 56 -0.306900990 -0.275755525 0.10196293 0.218836723 0.041751199 -0.118743435
#> 57 -0.463248078 -0.273369669 0.06031684 0.074297886 0.171708639 0.020231503
#> 58 -0.180314606 0.415367399 0.30690159 -0.100449743 0.011232321 0.099089903
#> 59 -0.250860012 0.256323124 -0.25428780 0.152193398 -0.227146346 -0.179079625
#> 60 -0.331643594 0.048362438 -0.14564638 0.092860061 0.270231904 -0.204015400
#> 61 0.124307010 0.308857645 -0.07069009 -0.115389158 0.221345327 -0.299341076
#> 62 0.196394157 -0.218529897 0.22036274 0.005168617 0.394724213 -0.034060580
#> 63 0.646300561 0.224309130 0.09014559 0.287339704 0.168802219 0.125720063
#> 64 0.321008580 -0.357756416 -0.13587198 -0.303151058 -0.131741898 0.233729362
#> 65 0.401032675 0.059885492 0.32506088 -0.126379172 0.140957043 0.084500707
#> 66 -0.075347227 0.066075020 -0.02843062 -0.151563399 0.241470592 -0.156589898
#> 67 -0.327595433 -0.267696148 -0.31941049 -0.033721177 0.184325807 0.046079364
#> 68 0.044839743 -0.035118936 -0.09419935 0.135948261 0.084206216 0.049947869
#> 69 0.263821613 0.123320859 0.07286169 -0.002547123 0.306481818 -0.014058706
#> 70 -0.135418084 -0.018231644 -0.09089514 -0.050272212 0.066316862 0.135093616
#> 71 -0.016974058 0.007561739 -0.03257122 0.242678038 -0.202890637 -0.253142539
#> 72 0.062604558 0.327333884 0.00892866 0.042185936 0.078820024 -0.096241350
#> 73 0.219016616 -0.030701408 0.09738161 -0.225794380 0.295098992 0.079733728
#> 74 -0.140957629 -0.052682947 -0.07453394 -0.144599457 0.090732189 -0.023488187
#> 75 0.403588149 -0.126407079 -0.07556093 -0.126169667 0.132214678 0.232826097
#> 76 0.381302414 0.112669047 -0.44182105 0.127476245 -0.093695917 -0.033050078
#> 77 -0.205735368 -0.094477806 -0.01400431 -0.260123899 0.360455935 -0.054360074
#> 78 -0.091481793 -0.098656528 -0.07538709 -0.041250950 0.149740233 0.076081022
#> 79 -0.338690073 0.162933685 -0.08850138 -0.256849342 0.357163318 0.024737255
#> 80 -0.374682874 -0.204501011 0.17335096 0.098544761 -0.199823674 0.263866700
#>
#> $variates$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.824065735 -6.365466e-01 -0.2291183388 -0.054082870 -0.358136375
#> 2 -0.247999530 -3.113814e-01 -0.2929654696 -0.384036415 -0.176172783
#> 3 -0.054108972 -3.148405e-01 -0.4245003452 -0.337733810 -0.722345196
#> 4 -0.120834037 -1.556107e-01 -0.2293019120 -0.167320833 -0.062159683
#> 5 -0.511877926 -8.319611e-01 -1.0495780670 -0.452423455 -1.136460320
#> 6 -0.149500727 4.949992e-03 -0.1161367416 0.115283910 0.767911152
#> 7 -0.149500727 6.766411e-02 -0.0915290137 0.015577209 -0.189094840
#> 8 1.055553529 4.718960e-01 0.4185728623 0.446927184 0.953437133
#> 9 -0.247999530 -2.376005e-01 -0.0001263816 -0.178172387 -0.114202048
#> 10 -0.009037016 -5.987609e-02 -0.0690142035 -0.133478275 -0.120349454
#> 11 1.381182218 1.107647e+00 1.1954802081 0.905301829 1.345647068
#> 12 -0.054108972 3.554166e-01 0.3715228420 0.363325649 0.224245524
#> 13 -0.149500727 -3.402342e-01 -0.0489277041 0.001661842 0.199340618
#> 14 -0.585982579 -2.343050e-01 -0.5992275872 -0.250382857 0.009831005
#> 15 -0.009037016 -1.108356e-01 0.3534515076 0.098206821 -0.302215267
#> 16 -0.009037016 -2.595480e-01 -0.1439150370 0.022488413 -0.015805640
#> 17 -0.247999530 6.815798e-02 0.1203489508 0.062344847 0.254604339
#> 18 -0.149500727 1.049451e-01 0.5106348383 0.354943142 0.576007576
#> 19 0.493605170 4.323789e-01 0.5262415844 0.261711236 0.787957303
#> 20 -0.585982579 -1.513378e-01 -0.4614993662 -0.207387364 -0.132719948
#> 21 -0.179980997 -5.449343e-02 0.0683376389 -0.062514977 -0.486781698
#> 22 -0.089848775 -7.568378e-02 0.2371627556 0.250553558 0.230166526
#> 23 -0.149500727 -2.402307e-01 -0.2544120999 -0.316738515 -0.608899532
#> 24 -0.511877926 -5.860581e-01 -1.2050591077 -0.624211687 -1.067618522
#> 25 -0.585982579 -6.797316e-02 0.0489027747 0.183492148 0.192944404
#> 26 -0.009037016 3.645470e-01 0.1390009829 0.136092249 0.433493851
#> 27 -0.179980997 -4.586502e-01 -0.5951354539 -0.352864889 -0.721453647
#> 28 -0.179980997 -4.854323e-01 -0.5421987667 -0.259369294 -0.647230154
#> 29 -0.149500727 1.326812e-01 -0.0862044942 -0.294068966 -0.644966659
#> 30 -0.054108972 2.198153e-01 0.0885050275 0.129012408 0.313452770
#> 31 1.502048912 1.104440e+00 1.4161056824 0.735666446 0.964554940
#> 32 -0.213145749 4.881367e-02 0.2012783140 0.183348824 0.355806042
#> 33 -0.247999530 7.300177e-02 0.3828792303 -0.018151596 0.036857209
#> 34 -0.363224886 -2.027727e-01 -0.4920052335 -0.295766336 -0.249972162
#> 35 0.893705226 5.060524e-01 0.7084202092 0.597382085 1.087512092
#> 36 -0.511877926 -4.126805e-01 -0.5398261855 -0.338826067 -0.720791074
#> 37 1.133696096 7.914018e-01 0.5358247875 0.378856214 0.528604519
#> 38 -0.247999530 -7.895667e-03 -0.1910739283 -0.155891104 -0.711395730
#> 39 -0.009037016 3.813878e-01 0.2909549209 0.101110403 0.194412090
#> 40 0.750096255 5.550384e-01 0.8754320283 0.518004655 0.672456205
#> 41 -0.009037016 7.954203e-02 0.0466462399 -0.074690278 -0.219684898
#> 42 -0.213145749 -5.591352e-01 -0.4693510175 -0.175429607 -0.623386661
#> 43 -0.120834037 2.668003e-01 0.3788850217 0.196726049 -0.352757868
#> 44 -0.511877926 -3.746883e-01 -0.5102940171 -0.490592689 -0.926894667
#> 45 -0.009037016 2.728354e-01 0.1128752433 -0.025527215 0.284271020
#> 46 -0.473632765 -5.385784e-01 -0.8495459675 -0.218115420 -0.551124952
#> 47 -0.585982579 -5.489802e-01 -0.6933465740 -0.434066985 -0.726433371
#> 48 -0.179980997 -3.564413e-01 -0.4316665191 -0.201272542 0.323673280
#> 49 -0.149500727 -4.240647e-01 -0.5216933470 -0.261697141 -0.780276471
#> 50 0.027681289 -1.116737e-05 0.1309154073 0.055154874 0.176056498
#> 51 -0.399778908 -2.477042e-01 0.0238435746 -0.081198036 -0.234453435
#> 52 0.376056452 -1.710277e-01 0.0043909783 -0.107443303 0.146268676
#> 53 -0.120834037 -2.348450e-01 -0.0166066802 -0.235275035 -0.575291988
#> 54 1.288759988 1.014156e+00 0.7316291448 0.238098214 0.307928814
#> 55 1.689397719 1.135388e+00 1.1350060146 0.448496035 0.878669023
#> 56 -0.247999530 5.320500e-02 0.4529947198 0.233180497 0.032630561
#> 57 -0.585982579 -1.108646e-01 0.2237773616 0.108582207 0.077993184
#> 58 -0.009037016 1.547130e-01 -0.3589337753 -0.442295617 -0.777663025
#> 59 -0.213145749 3.406685e-02 -0.3060577449 -0.034389310 -0.424455827
#> 60 -0.511877926 -1.628036e-01 -0.2907859109 -0.096412087 -0.430574018
#> 61 -0.089848775 -1.934444e-01 -0.6916944914 -0.412515675 -0.675931239
#> 62 0.978494100 7.064618e-01 1.2737587050 0.699741166 1.580078716
#> 63 1.210675172 5.097930e-01 0.3931252430 0.201260820 -0.195820312
#> 64 -0.149500727 -4.250056e-01 -0.0926053698 0.028740789 0.755018671
#> 65 0.683855061 2.554702e-01 0.2693296474 -0.037020685 0.203281059
#> 66 -0.009037016 5.989724e-02 -0.0085071036 0.013234629 0.374897995
#> 67 -0.179980997 1.333384e-01 0.5522441661 0.579015555 1.393910932
#> 68 -0.213145749 -2.330353e-01 -0.2725404850 -0.118466976 -0.578767618
#> 69 0.818530115 5.010617e-01 0.5201676223 0.297132689 0.681739714
#> 70 -0.511877926 -3.400518e-01 -0.4431620582 -0.234000956 -0.417963362
#> 71 -0.511877926 -4.470409e-01 -0.6260100354 -0.394204635 -1.448840379
#> 72 0.618627105 5.022487e-01 0.2408662227 0.154069568 0.254523370
#> 73 -0.179980997 -3.604099e-01 -0.4540246909 -0.366283624 -0.319598097
#> 74 -0.213145749 -6.520669e-02 -0.0172458019 0.038054891 0.415519225
#> 75 -0.149500727 -4.995987e-01 -0.5139031395 -0.291178339 -0.375377188
#> 76 0.556613879 1.583568e-01 0.0629142715 0.335281412 0.472734665
#> 77 -0.511877926 -2.765350e-01 -0.2507016543 -0.157231353 0.234069604
#> 78 -0.179980997 -7.994030e-02 0.0257731628 0.067197896 0.246709596
#> 79 -0.247999530 8.191971e-02 -0.1115602033 -0.015317326 0.549459661
#> 80 -0.179980997 1.758719e-01 0.5237921319 0.232788165 0.305389473
#> comp 6
#> 1 -0.063533083
#> 2 0.028905927
#> 3 -0.339081156
#> 4 -0.003970183
#> 5 -0.486536562
#> 6 0.509406961
#> 7 -0.050726978
#> 8 0.382267324
#> 9 0.016317253
#> 10 0.050106183
#> 11 0.555094957
#> 12 -0.017425735
#> 13 -0.008510678
#> 14 0.025763193
#> 15 -0.232933565
#> 16 0.110654388
#> 17 0.076578874
#> 18 0.326117840
#> 19 0.227990398
#> 20 -0.071835286
#> 21 -0.063526460
#> 22 0.088651782
#> 23 -0.325314840
#> 24 -0.384036900
#> 25 0.091981945
#> 26 0.256508825
#> 27 -0.376427742
#> 28 -0.212682966
#> 29 -0.203031178
#> 30 0.269249067
#> 31 0.457213725
#> 32 0.217475339
#> 33 0.044147618
#> 34 -0.314747907
#> 35 0.508509028
#> 36 -0.511788970
#> 37 0.328569985
#> 38 -0.315702889
#> 39 0.273158300
#> 40 0.415836574
#> 41 -0.006629513
#> 42 -0.303478756
#> 43 -0.245686035
#> 44 -0.188930037
#> 45 0.147126620
#> 46 -0.168976187
#> 47 -0.259180091
#> 48 0.289101701
#> 49 -0.330064450
#> 50 -0.022208898
#> 51 -0.250969736
#> 52 0.140907825
#> 53 -0.190951521
#> 54 0.136084940
#> 55 0.464790542
#> 56 -0.004559117
#> 57 -0.046845382
#> 58 -0.394343750
#> 59 -0.098628748
#> 60 -0.350310642
#> 61 -0.448520083
#> 62 0.592521102
#> 63 -0.182263233
#> 64 0.443263470
#> 65 0.031153798
#> 66 0.066696125
#> 67 0.604633221
#> 68 -0.331399582
#> 69 0.187579515
#> 70 -0.242076317
#> 71 -0.622810739
#> 72 0.087828527
#> 73 -0.307267569
#> 74 0.162350733
#> 75 -0.253729067
#> 76 0.283140674
#> 77 -0.063176517
#> 78 0.048471908
#> 79 0.096122840
#> 80 0.252540021
#>
#>
#> $loadings
#> $loadings$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> X1 -0.1233783705 -0.244892977 0.0540613482 0.061449862 -0.160948844
#> X2 0.0087705958 -0.062804612 0.0831945278 -0.296052969 0.007348662
#> X3 0.0977064889 -0.059538833 0.0014167576 -0.084862790 -0.052128294
#> X4 -0.0003627725 -0.013669884 -0.0184175084 -0.110488816 0.017995119
#> X5 0.1052894127 -0.178067554 -0.1922455344 0.064022399 -0.121035712
#> X6 -0.0754469124 0.007204563 -0.1740663262 -0.043779860 0.050932067
#> X7 0.2230038340 0.012365124 -0.1004493174 0.121599824 0.150649251
#> X8 -0.0269203668 -0.104531154 0.1359098024 -0.166005872 -0.030411822
#> X9 0.1404967983 0.193978777 0.0471175491 0.297514833 0.115408317
#> X10 -0.1552634090 0.140713559 0.0163463714 0.240875576 0.069702009
#> X11 0.0341381372 -0.192160371 0.0512729253 -0.016504119 0.118866226
#> X12 -0.1351778367 0.075528524 -0.1930206361 -0.092971810 0.098932584
#> X13 0.0124684723 -0.133011120 0.2379631919 0.068852845 -0.057024062
#> X14 0.0771954277 -0.128535260 -0.0199320149 0.067104984 -0.035040966
#> X15 -0.1342056693 -0.060368260 0.1212410933 0.112990327 0.038997359
#> X16 0.0265743275 0.063807696 0.0771500119 -0.048348667 0.175383570
#> X17 -0.1588525715 0.108568959 -0.1301530447 -0.057130888 0.068588946
#> X18 -0.0568049623 -0.007943729 0.1096576676 -0.032130824 -0.236772146
#> X19 -0.0296454179 -0.091093691 0.0854446799 0.177125559 0.072426873
#> X20 0.0337718090 -0.031032222 0.0805688516 -0.135222462 -0.051424309
#> X21 0.0382978990 0.030512773 -0.2724145736 -0.117606530 -0.133480768
#> X22 -0.2243242196 0.010012968 -0.0181777136 0.141311420 0.028611489
#> X23 -0.1304021537 0.190521944 -0.0701333057 -0.020475361 0.018686416
#> X24 0.1033293612 -0.078067112 -0.0455573419 -0.049773041 -0.041126142
#> X25 0.0942949602 -0.129525065 -0.0748334919 -0.025085744 -0.180751571
#> X26 -0.0763166399 0.186975651 0.1077512080 -0.175864804 -0.152617325
#> X27 0.1692810321 0.127721314 0.2389205505 0.124281796 -0.025232394
#> X28 -0.1346494724 -0.002532133 0.2407044576 -0.146917387 -0.028675134
#> X29 -0.0541708565 0.066170001 -0.0801860994 -0.087435421 0.203189794
#> X30 0.1539575357 -0.003108428 0.0350475159 0.175793221 0.114874846
#> X31 -0.0445047618 -0.025941005 -0.0190177117 -0.012211977 0.086746469
#> X32 0.1690277857 0.206347639 -0.0496404219 0.071029902 -0.063061754
#> X33 -0.1371251102 0.172037658 0.0334460939 -0.067929480 -0.133130768
#> X34 0.0642745566 0.009599116 0.1495950359 0.117284927 -0.073584696
#> X35 0.1043780710 -0.191709582 -0.0402571519 0.067488185 -0.106163577
#> X36 -0.1440512960 0.132144575 0.1640257675 0.186986620 -0.039927235
#> X37 -0.0461640624 0.008102448 0.0519143557 -0.205754919 -0.237282437
#> X38 -0.0914757845 0.159140323 0.0221947168 -0.127424792 0.090716583
#> X39 0.0128824431 -0.072605740 -0.2661068601 0.112378949 -0.089580255
#> X40 0.0373437453 -0.099958555 -0.1109385581 -0.177822221 0.065928890
#> X41 -0.0018432934 -0.039947231 0.0548899464 -0.029839942 0.065302054
#> X42 -0.0820125644 -0.083701473 0.1549310503 -0.012188269 0.092501165
#> X43 0.1910449277 -0.151274106 0.0853361958 -0.144534741 0.050266388
#> X44 0.0274803237 -0.097993547 0.1719777975 -0.138765164 -0.161265715
#> X45 0.1667595434 0.307761303 0.1007154415 -0.073488232 -0.004398068
#> X46 0.2591417703 0.203164494 0.1778328004 -0.090029251 0.009246361
#> X47 -0.1361614182 -0.040441000 0.1892888073 0.102543508 -0.059964954
#> X48 -0.2134527387 -0.042160107 0.1491557057 0.060396553 0.070817069
#> X49 -0.0084766252 0.248690875 0.0013349851 -0.204888213 -0.012992480
#> X50 -0.0808534775 0.140407485 -0.1487063654 0.080559161 -0.191231073
#> X51 -0.1371839701 0.050565822 -0.0590991023 0.071526321 0.004381162
#> X52 0.0639607928 0.104506798 -0.1484389214 -0.104497494 0.032442222
#> X53 0.0731766023 -0.059625990 0.2124903440 0.027443315 0.217625705
#> X54 0.3173577509 0.108653121 0.0900378904 0.129395390 -0.010993027
#> X55 0.0435880043 -0.266815930 -0.0180582486 -0.090740612 0.167237193
#> X56 0.1799039096 0.026620528 0.1177561923 -0.148540280 0.117900601
#> X57 -0.0295190869 0.021195263 -0.0428921811 -0.074094095 0.140416446
#> X58 -0.1803670691 -0.090437459 0.0001394748 0.167024157 0.228481483
#> X59 0.0019458828 -0.030178917 -0.0129106328 0.075203417 -0.032779316
#> X60 0.1297283982 0.057680337 0.0294067022 0.002080503 0.139172207
#> X61 -0.0264733186 -0.003785042 -0.0128990789 0.032391448 -0.288741500
#> X62 0.0757862166 0.175614734 -0.0418894581 -0.003535664 0.010299516
#> X63 0.0742246520 -0.054444822 0.0101083968 -0.148002325 0.181221445
#> X64 0.1155078854 -0.146566210 -0.0314860854 -0.036996908 0.134702815
#> X65 0.1376827472 -0.046065566 -0.1959737868 0.174660392 -0.046272396
#> X66 -0.1173247120 -0.047503548 -0.0138045715 -0.109362707 0.236538438
#> X67 -0.1349062571 0.085976581 -0.1031676639 -0.096436680 0.250696030
#> X68 -0.1586383521 0.001567525 0.1861977008 0.031808636 -0.025281274
#> comp 6
#> X1 -0.066412616
#> X2 0.086760070
#> X3 -0.078085693
#> X4 -0.039876440
#> X5 -0.038208967
#> X6 0.188490877
#> X7 0.003830042
#> X8 0.021116807
#> X9 0.022519379
#> X10 -0.070379763
#> X11 -0.113223994
#> X12 0.072623302
#> X13 -0.207305010
#> X14 0.163895247
#> X15 0.160798169
#> X16 -0.159008081
#> X17 0.012700815
#> X18 0.030563817
#> X19 0.110185076
#> X20 -0.166100626
#> X21 -0.034752457
#> X22 0.025765331
#> X23 0.017674310
#> X24 -0.167292219
#> X25 -0.164958756
#> X26 -0.041167961
#> X27 0.029370699
#> X28 -0.041363134
#> X29 -0.171254499
#> X30 0.063228762
#> X31 -0.220371498
#> X32 0.037576100
#> X33 0.138120753
#> X34 0.083925265
#> X35 -0.195475187
#> X36 -0.062531304
#> X37 0.096072970
#> X38 0.079545246
#> X39 0.009641267
#> X40 0.148799722
#> X41 -0.189805710
#> X42 -0.161209414
#> X43 0.119093332
#> X44 -0.083269129
#> X45 0.027325224
#> X46 0.097759267
#> X47 -0.107493777
#> X48 -0.075936093
#> X49 -0.035742876
#> X50 -0.078959381
#> X51 -0.265067373
#> X52 -0.273812008
#> X53 -0.077609867
#> X54 -0.105829846
#> X55 0.228890335
#> X56 0.012374037
#> X57 -0.143096902
#> X58 0.060703657
#> X59 -0.096720438
#> X60 -0.097252067
#> X61 -0.216274402
#> X62 -0.109498366
#> X63 -0.095728878
#> X64 0.035224198
#> X65 -0.010303770
#> X66 -0.141181894
#> X67 -0.100890029
#> X68 0.175934808
#>
#> $loadings$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> Y 1.627201 1.801419 1.308174 1.969336 0.8656825 1.731821
#>
#>
#> $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,] 4.174837 5.141738 4.953290 5.066946 5.005492 3.611556
#> [2,] NA 6.302176 6.748614 6.410978 6.215928 9.813221
#> [3,] NA NA 2.939057 5.140673 5.074204 6.417547
#> [4,] NA NA NA 8.434519 9.491320 14.561687
#> [5,] NA NA NA NA 2.941170 6.068547
#> [6,] NA NA NA NA NA 12.484998
#>
#> $kernDKsplsDR_mod
#> Gaussian Radial Basis kernel function.
#> Hyperparameter : sigma = 0.0121448652011904
#>
(cox_DKsplsDR_fit=coxDKsplsDR(~X_train_micro,Y_train_micro,C_train_micro,ncomp=6,
validation="CV",allres=TRUE,eta=.5))
#> Error in model.matrix(mt0, mf0, , contrasts.arg = contrasts.arg): argument "contrasts.arg" is missing, with no default
(cox_DKsplsDR_fit=coxDKsplsDR(~.,Y_train_micro,C_train_micro,ncomp=6,
validation="CV",allres=TRUE,dataXplan=data.frame(X_train_micro),eta=.5))
#> Error in model.matrix(mt0, mf0, , contrasts.arg = contrasts.arg): argument "contrasts.arg" is missing, with no default
rm(X_train_micro,Y_train_micro,C_train_micro,cox_DKsplsDR_fit)