MultiGroupO vignette

 

Introduction

The package contains functions to simulate multigroup data from a multivariate normal with different mean, matrix structures of variances and covariances, it will also consider not only biological signal but also considers noise variables for the different sizes of groups that can be balanced or unbalanced. It also contains functions with the new proposed multigroup methods.

For an overview of supported, methods, and defaults together with some basic examples see

  • README of the released version on CRAN;
  • README of the development version on GitHub.

Installation

You can install the development version from GitHub with

# install.packages("remotes")
remotes::install_github("carolina/MultiGroupO")

Contributors

  • Carolina Millapan (author, maintainer)
  • Ferran Reverter (author)
  • Esteban Vegas (author)

Session Information

library(MultiGroupO)
sim.list<-fun.sim(g=c(30,30,30),mean1=2,d=0,sds2=c(1,1,1,1),corr=c(0.5,0.5,0.5,0),
                      n.var=c(20,50))
    datos1 <- as.data.frame(sim.list$x)
    datos1<-subset(datos1,select=-grp)
    grupos <- sim.list$grp
     pca(datos1,grupos,Plot=TRUE,center=TRUE,scale=FALSE)

# $loadings
#               PC1           PC2           PC3           PC4          PC5
# V1   0.2317797736 -0.0023029498  0.0086689562 -0.0248387663  0.021451604
# V2   0.1956333620  0.0143329197  0.0539637330 -0.0354112056 -0.069670921
# V3   0.2252739117  0.0625730048 -0.0198055362  0.0112719137 -0.038795547
# V4   0.1791809320 -0.0449630425  0.1069167055 -0.1401091019  0.112689136
# V5   0.2083084861  0.0513223357 -0.0553893805 -0.0785664631 -0.076357431
# V6   0.2204493545 -0.1412008564 -0.0484918500  0.0580489651  0.016707559
# V7   0.2069466986  0.0298432751  0.0161923660 -0.0803162172 -0.049461978
# V8   0.2407520228  0.0629823882  0.0982309090  0.0205385569 -0.027331353
# V9   0.2374295086  0.0270131883 -0.0902900083  0.0141090276  0.022645423
# V10  0.2104877210 -0.0036557559  0.0026904990 -0.0679864848  0.050840634
# V11  0.1859971838  0.0325694135  0.0723123106 -0.0078869829  0.157799279
# V12  0.1992274196 -0.0438508269  0.0083951665 -0.0195095647 -0.075502528
# V13  0.2028248193  0.0076614007 -0.0251214763  0.1342594085 -0.031217685
# V14  0.2064132034 -0.0195024531 -0.0344990842 -0.0045512121  0.108557802
# V15  0.2050805907 -0.0161077700  0.0419895658 -0.0560378841  0.030309546
# V16  0.2621129864 -0.0386710184 -0.0640279395  0.0670898364 -0.136866780
# V17  0.2473493015  0.0847000029  0.1090163290 -0.0189801775  0.105565725
# V18  0.1953277343  0.0089435594  0.0734534985 -0.0413946953  0.108622936
# V19  0.2383724804  0.0581134848 -0.1398447283 -0.0010178320 -0.011850208
# V20  0.2317136161  0.0626245515  0.0003080311  0.0151392256 -0.065050863
# V21 -0.0085308417  0.2633533369 -0.2352930356 -0.0393108589 -0.059162297
# V22  0.0081615841  0.0588703792  0.1088279377  0.1616562059  0.193769178
# V23  0.0231174626 -0.0624103477 -0.1058421176 -0.0771458389 -0.044080233
# V24  0.0473365253 -0.1827463986 -0.0167831851  0.3144300438  0.026288712
# V25  0.0425408156 -0.0856187073 -0.1618141211  0.0519798151 -0.116620842
# V26  0.0276256321 -0.2455303043 -0.0793418197  0.1583654392 -0.159666245
# V27 -0.0145288568 -0.1204668697  0.1349906314 -0.1791976089  0.171011750
# V28  0.0398000729  0.0910276745 -0.3535812244  0.1328584145 -0.040623963
# V29 -0.0132258289 -0.1800430191 -0.1856229805 -0.1311124290  0.080937487
# V30  0.0226332160 -0.2393474941 -0.0715313130  0.0363936734 -0.146174097
# V31 -0.0716620618 -0.0197388770 -0.1988791373  0.1009380839 -0.018572117
# V32 -0.0384551388  0.0110211569 -0.0699681947  0.1563261314 -0.025386124
# V33 -0.0152235741  0.0699585594  0.0732061851 -0.0465831762  0.068320607
# V34  0.0836409709  0.0659714713  0.0298545247  0.1366539160 -0.046026455
# V35  0.0322737938 -0.1975622208 -0.1889278542 -0.1974161380 -0.060913850
# V36 -0.0039197006 -0.0082634882 -0.1267975071  0.1645054790 -0.003466652
# V37  0.0237191943  0.3401765526  0.0390654854  0.1929819011 -0.050132806
# V38 -0.0500113368 -0.0199191940  0.0176129362 -0.0916655134 -0.087730968
# V39  0.0291157686  0.0245118607 -0.2256515914  0.0448131583 -0.166406042
# V40 -0.0141849870 -0.2256886199  0.1330509631  0.2487514761  0.159496647
# V41  0.0157238941  0.1114053953 -0.0188672455 -0.0910711603 -0.064685378
# V42 -0.0537519963 -0.0336449317 -0.0517324698 -0.0889122131 -0.167793586
# V43 -0.0504714441  0.2451015401 -0.0324423973 -0.0866516490 -0.235013708
# V44  0.0039723545  0.0152068924 -0.1409749509 -0.1501388988  0.040709784
# V45 -0.0019808299 -0.0014653879 -0.0746276351 -0.0348793944 -0.137405503
# V46 -0.0040668274 -0.1316622061 -0.1375359428 -0.1289493153 -0.010101044
# V47  0.0191809344 -0.1737125064 -0.0517948307 -0.0444119063  0.114661206
# V48 -0.0185233363  0.0103857384  0.2016642391  0.0440664876 -0.320761724
# V49 -0.0382893763  0.0917221447  0.0287380754  0.2214795822 -0.116019923
# V50  0.0004344574 -0.0009726837  0.0958543555  0.2463029887 -0.159081555
# V51  0.0249461984 -0.1106918826 -0.1010696398 -0.2382104777 -0.249191991
# V52  0.0179684242  0.0249987296 -0.2080539154  0.0760849747  0.076081367
# V53 -0.0008259744  0.1015682397  0.1038521533  0.1239932665 -0.101179200
# V54  0.0055004022  0.0379090736 -0.1336208795 -0.0251812977  0.227485375
# V55  0.0086380253 -0.0030211214  0.0679541176 -0.1055597184 -0.125807616
# V56 -0.0667840454  0.1111445494 -0.0806890301 -0.0255728510 -0.023959799
# V57  0.0492146721 -0.1589210899 -0.1360979988  0.1182664308 -0.135895570
# V58 -0.0019681011  0.0205109778  0.0838145504  0.1535057897 -0.006760178
# V59 -0.0086750398 -0.1229032604 -0.0763931335  0.0587156056 -0.067008863
# V60 -0.0011310361 -0.0099326844 -0.0248817725 -0.1877409686 -0.082850747
# V61  0.0182902362  0.1696047310  0.0106661295  0.0752212100  0.119354841
# V62  0.0036446014 -0.0724249567  0.0648836679  0.1129638946 -0.086961130
# V63  0.0181176221  0.0101870221 -0.1227738994  0.1475631472  0.142078379
# V64  0.0215820192  0.0972793523  0.1075568190  0.0007330696 -0.067056674
# V65 -0.0688837683  0.0717068491 -0.2906939533  0.0154131916  0.209178635
# V66 -0.0636435597  0.1306054698  0.0664943124 -0.1314800056  0.149645917
# V67  0.0037411951 -0.1825653582 -0.0914161453  0.2196478539  0.149110743
# V68 -0.0116365228  0.1439956252 -0.1282189306 -0.0953733904  0.046985707
# V69  0.0028856805 -0.0218876234 -0.1423363474 -0.0200363674  0.290328477
# V70 -0.0082795340 -0.3333640780  0.2300836001 -0.0966309919 -0.028318094
#               PC6           PC7          PC8           PC9          PC10
# V1  -0.0612344180  7.109100e-02 -0.055197805  0.0022113525 -3.446439e-02
# V2  -0.1322036096 -1.706880e-01 -0.022246965 -0.1792990900  1.625191e-02
# V3   0.0486284570  8.180433e-02  0.072705780  0.0810347585 -1.478749e-02
# V4   0.0006743728 -2.468145e-02 -0.004944734 -0.0842392558 -5.258822e-02
# V5   0.0325867990  8.539067e-02  0.013468859 -0.0211988176  1.087798e-01
# V6   0.1385429685  5.282554e-02  0.044787904  0.1051350740  3.301143e-02
# V7  -0.0287924898 -7.520350e-02  0.080157800 -0.0216648835  2.414372e-02
# V8   0.0298998706  3.166788e-02 -0.025590117 -0.0960839271 -1.146656e-01
# V9  -0.0757490202  3.813407e-02 -0.098629316  0.0205638062  1.079871e-01
# V10  0.0870584507 -1.761526e-02 -0.050297161  0.0897063779 -3.816917e-05
# V11 -0.0005626944 -2.606047e-02  0.017587983 -0.0377376804 -5.425043e-03
# V12  0.1571724637 -5.842893e-02  0.086377051 -0.0888087222 -8.247250e-03
# V13  0.0396411097  3.323237e-02 -0.006883446 -0.0101836081 -1.171314e-01
# V14 -0.0377885219  6.682775e-02  0.122865825 -0.0008559789 -7.047844e-02
# V15  0.0292903159 -3.456243e-02 -0.044096006 -0.1029582403  6.064565e-02
# V16  0.0312126111 -1.645292e-01 -0.061891624  0.1387918934 -2.055693e-02
# V17 -0.0942935415 -1.354468e-02  0.019249366  0.0851264099  1.671461e-02
# V18 -0.0190826421  8.734829e-03 -0.057928021 -0.0255533476  1.089548e-01
# V19 -0.1050596881 -4.687215e-02 -0.042931413 -0.0029028988 -4.864418e-02
# V20  0.0076693449 -4.684831e-02 -0.136099390  0.0207489042 -1.582531e-02
# V21 -0.0544791954  2.258800e-01 -0.075297226 -0.1168648400  9.224559e-02
# V22  0.0653447400  1.056753e-01 -0.016207572 -0.2115390408  6.358879e-02
# V23 -0.2083379761 -7.503576e-02  0.016776966 -0.3090396755 -1.721692e-01
# V24  0.1195715466  1.124381e-01 -0.099733792 -0.0314700157 -1.929996e-02
# V25 -0.0717876508  1.723730e-01  0.206262164  0.0691715879  4.211781e-02
# V26  0.0522575296 -4.087833e-02  0.003297152 -0.0237858398 -3.480025e-01
# V27  0.1395807514  1.592386e-01  0.078172093 -0.4217186369  1.283069e-01
# V28  0.2136721883 -1.449348e-01  0.018951433  0.0124431652  1.732075e-01
# V29 -0.0789142319  3.901681e-03 -0.110043503 -0.0069676040  1.421000e-01
# V30 -0.1073240500 -1.302949e-01  0.047001754 -0.0676703163  2.336222e-01
# V31  0.0964425322 -1.552675e-01 -0.079492328 -0.0389232831  2.695981e-02
# V32 -0.1749876000 -7.558144e-03 -0.016664292 -0.1356637609  2.426729e-01
# V33 -0.0441567178 -1.064441e-01 -0.072369437  0.1021252422  1.722236e-01
# V34 -0.0390973457  1.715505e-01  0.105617286  0.1001546018  2.094763e-01
# V35  0.1773959297  1.673574e-01 -0.079108828  0.0804802161 -1.700602e-01
# V36 -0.0733571736  1.716494e-01 -0.119465238 -0.0131520928 -1.258800e-01
# V37 -0.0031814038  6.761731e-02  0.149989123 -0.2390230883 -6.705395e-02
# V38 -0.0508082669 -4.010937e-02 -0.010735139 -0.1493024457 -1.819420e-01
# V39  0.0488587573  9.235206e-02  0.030802478 -0.1709063189 -7.337646e-02
# V40  0.0449392183  4.129386e-02  0.145810692 -0.0800347465  3.649795e-02
# V41 -0.0088261110  2.091156e-01  0.310329531  0.1676183141 -1.248638e-01
# V42 -0.3314097533  4.604061e-02 -0.035070541 -0.0515309778  3.872961e-02
# V43  0.1040376810 -9.078745e-02 -0.080069970 -0.0378353118 -6.943772e-02
# V44  0.1752639913 -1.015304e-01 -0.071575428  0.0008919639 -4.374974e-02
# V45  0.0611427133  9.093770e-02  0.084291030 -0.1431813100  8.202973e-03
# V46 -0.0421148611  2.651412e-01  0.006064286 -0.0222856600  8.197221e-02
# V47 -0.1482636861 -7.449797e-02  0.185180340 -0.0199586955  6.958437e-02
# V48  0.1096015572 -1.293980e-01 -0.193356101  0.0604760718  1.852053e-01
# V49 -0.0072528844  9.976692e-02 -0.253813204 -0.0569485655 -1.513332e-01
# V50  0.0040302060 -2.257091e-01 -0.078965875 -0.0092642342  1.165730e-01
# V51 -0.1052261703 -7.184786e-02 -0.093998498 -0.0770329204  4.273022e-02
# V52 -0.3348907868 -9.777267e-02 -0.023977793  0.1516655772  1.919774e-01
# V53 -0.2944296611 -8.348779e-02  0.077025887 -0.0727494605 -2.336398e-01
# V54 -0.0774004253 -1.360714e-01 -0.065970959 -0.1789393713 -2.781147e-01
# V55  0.0327730253  3.213595e-02 -0.125204685  0.1288189533 -2.588494e-02
# V56 -0.0573001397  1.798884e-01 -0.110625267  0.0671184658 -9.578583e-02
# V57 -0.0654118948 -9.630802e-02  0.041437450 -0.1712176437 -3.469177e-02
# V58  0.0585380668  9.052442e-02 -0.037350686  0.1903588644 -3.840697e-02
# V59 -0.0203588786 -9.750136e-02  0.448721451  0.0572577833 -3.355853e-02
# V60  0.2173073512  3.228416e-02  0.027289537 -0.0117443870 -4.477578e-02
# V61 -0.2209442957  8.506256e-05  0.044184420  0.1090939541 -1.594485e-01
# V62  0.0319664586  1.596104e-01 -0.001798210 -0.0760569646  1.728335e-01
# V63  0.1139032198  8.494480e-03 -0.253274342 -0.2893608086  9.533661e-02
# V64 -0.0016376060  2.940728e-01 -0.088764494 -0.0558499998  7.330225e-02
# V65  0.1959345612 -6.675698e-02  0.008226342  0.0440684207 -2.155303e-02
# V66  0.0774073273 -3.230784e-01  0.087451597 -0.0800882292  2.910874e-02
# V67 -0.0303465561  2.713274e-02  0.024078939  0.0631163549 -4.520286e-02
# V68 -0.1581920401  1.308198e-01  0.042646257 -0.0675408571  1.808639e-01
# V69 -0.1317434056 -8.050950e-03 -0.301339571  0.1833639753 -8.985158e-02
# V70 -0.1764550801  1.298339e-01 -0.250461964  0.0012684520 -6.525487e-02
#             PC11         PC12         PC13         PC14         PC15
# V1   0.041618267 -0.003253023 -0.010984870  0.088676359 -0.031684059
# V2  -0.032660944  0.007815306  0.060261645 -0.019474205 -0.044242585
# V3  -0.075622130  0.135234590  0.005131713 -0.073455192  0.042200196
# V4   0.059402774 -0.084256527  0.006329723 -0.033721323 -0.018181976
# V5  -0.165536812  0.069726850  0.047560087 -0.094022088  0.111655088
# V6  -0.151903650  0.133264010  0.102527102 -0.206108033  0.020252886
# V7   0.079723343  0.117525549 -0.006141890  0.080458006 -0.222866651
# V8   0.093931650 -0.048801541 -0.002491184 -0.002801205 -0.070848543
# V9   0.033071304 -0.049026252 -0.024329873  0.008592416  0.044761620
# V10 -0.125540220  0.078341339  0.073309994  0.058055600 -0.072726983
# V11  0.036026407 -0.123860688  0.048387097 -0.120591856  0.037668052
# V12  0.050845865 -0.055025530 -0.047577273  0.016034335  0.140557089
# V13 -0.060916068 -0.048211063 -0.041713945  0.041290349 -0.127417103
# V14  0.162812960 -0.047611784 -0.034233216  0.128267802  0.011876365
# V15  0.013639257 -0.008873309  0.063016624  0.018390076  0.173907293
# V16  0.005590536 -0.044014917  0.053337365 -0.002483697  0.021156329
# V17  0.023274342  0.024385048 -0.019019465 -0.031222072 -0.074484512
# V18 -0.026368502  0.047228474  0.020919430  0.070844100  0.025953959
# V19 -0.025512169  0.198327336 -0.042299728 -0.004613883 -0.017495141
# V20  0.091556554  0.046390181 -0.007441658  0.041489611 -0.002666487
# V21  0.174286680 -0.061402326 -0.107846837 -0.273165416  0.056078833
# V22  0.033856295 -0.082352770 -0.127028944 -0.161536398  0.034892191
# V23 -0.015323821 -0.013229013 -0.031138725  0.175348601  0.164504219
# V24  0.057151699  0.063936821 -0.028474137  0.209605972 -0.094994279
# V25 -0.022535712 -0.099936942 -0.041191772  0.025150929 -0.020227263
# V26 -0.147592526 -0.060806637 -0.174916253 -0.113974977 -0.095238008
# V27  0.015136995  0.135123963 -0.025135896  0.028070603  0.065593643
# V28 -0.063921428 -0.035592747 -0.202439525  0.063534268  0.109350002
# V29  0.075336865 -0.025685971  0.209540767  0.103554014 -0.124865203
# V30 -0.048280256 -0.230405832  0.004358036 -0.085294331 -0.159663309
# V31 -0.019962862  0.115192898 -0.077658982 -0.011012846  0.135337496
# V32  0.137240476  0.124704070 -0.341651607  0.124685909 -0.273120316
# V33 -0.226487297 -0.223771282  0.046396370  0.119963393  0.059860471
# V34  0.008691828 -0.240755185 -0.052691512 -0.030578998  0.061710862
# V35  0.219229039  0.083596414 -0.057125220 -0.056844519  0.135504836
# V36 -0.115672913  0.046223299  0.069703096 -0.207491788  0.097905675
# V37  0.128918540 -0.048300571  0.131222154 -0.188250543  0.035512952
# V38 -0.207857124  0.064176503  0.017310785 -0.114475205  0.100346616
# V39 -0.036223133 -0.013236623  0.040267976  0.193766880 -0.006856531
# V40  0.028916736  0.190485275  0.124217918 -0.106269715 -0.004703355
# V41 -0.046130801  0.014039648  0.053181419  0.054910536 -0.330591246
# V42 -0.005114212  0.323460567  0.079654239 -0.201340788 -0.194962965
# V43 -0.166496868  0.043312084 -0.012575841  0.114548129 -0.270482180
# V44  0.203842780 -0.239994850 -0.077376205 -0.222052437 -0.270800384
# V45  0.376595544  0.055718219  0.040033478 -0.048856274 -0.064950360
# V46 -0.214265644 -0.157387044 -0.097427070  0.033749552  0.129361532
# V47 -0.076929487 -0.044654620  0.213677324 -0.082787376 -0.148878060
# V48  0.070851762 -0.054441884  0.170993868 -0.135733563 -0.126822197
# V49  0.076124673 -0.043332772  0.231764121 -0.127715900 -0.064115705
# V50  0.118797082 -0.089316302  0.117037836  0.003187178  0.158682015
# V51  0.020754479 -0.035159029  0.072639265 -0.099415593  0.157924505
# V52  0.025818098  0.025726687 -0.039500460 -0.140592868  0.163543414
# V53  0.074264672 -0.011116374  0.018621353  0.218423278  0.256738255
# V54 -0.130584983 -0.169304079 -0.016607409 -0.223151945 -0.138695456
# V55  0.011926776  0.262501936 -0.367998648 -0.103590102  0.093881592
# V56  0.116033924  0.025562223  0.259150025  0.254234272  0.028864384
# V57 -0.164783028 -0.009530945  0.134943707  0.108728931 -0.087470650
# V58 -0.127028471  0.039515023 -0.075908260 -0.153845591  0.020337250
# V59  0.218343528 -0.192335362 -0.009006432 -0.123962708  0.027459443
# V60 -0.127105694 -0.110768009  0.135588413 -0.097090295  0.021002443
# V61 -0.175424494 -0.088923523 -0.045405360 -0.116204607  0.006144595
# V62 -0.040000677  0.204817684  0.267070417 -0.128054681  0.024359088
# V63 -0.133390971 -0.082725749 -0.076530644  0.004375540 -0.151584305
# V64 -0.167673132 -0.204256102 -0.027467326  0.177777300 -0.102766590
# V65 -0.001320450  0.024731754  0.337729573  0.059650409  0.074203742
# V66 -0.044301926  0.202729604 -0.064621991 -0.068172996 -0.057407791
# V67 -0.044547613  0.173353001 -0.039384429  0.022737922 -0.094229752
# V68 -0.136421645  0.057335387  0.063022573 -0.066460539 -0.042263061
# V69  0.243127788 -0.024397401  0.095706696  0.023694196 -0.081464119
# V70  0.053364277 -0.187133372 -0.092424041 -0.085445940 -0.008123082
#              PC16          PC17          PC18         PC19          PC20
# V1   0.0532951607 -0.2155479589  3.835615e-02  0.159460606 -8.547386e-02
# V2   0.0718025974 -0.0241408298  4.910224e-02  0.069294132 -1.849783e-01
# V3  -0.0461776294 -0.0405545523  6.691684e-02 -0.080998191  4.008704e-02
# V4   0.0254228030 -0.0724264472  3.100014e-02 -0.016691478  3.946895e-02
# V5  -0.1180389691  0.1258305210  4.491350e-02 -0.022784559  3.303812e-02
# V6  -0.1261145412 -0.0532924286  8.419853e-02  0.023132200 -1.365825e-01
# V7   0.0548131174  0.1298338583 -1.911039e-02  0.043862013  3.800863e-05
# V8   0.1651119146  0.0266208037 -4.723798e-03 -0.182783269  9.889462e-02
# V9  -0.0169514590  0.1443686013 -1.589490e-01 -0.064510343  1.462960e-01
# V10 -0.0380347830  0.0289675368 -4.054390e-02  0.037502428 -3.274429e-02
# V11  0.0584892416 -0.0243564087 -8.142240e-06  0.056846208  1.374062e-02
# V12  0.1536207808  0.0743070177 -1.462296e-01  0.019557284 -5.670573e-03
# V13 -0.0945391310  0.0150626655 -1.492616e-02  0.088541218 -1.826635e-03
# V14 -0.0892353205  0.0829643530 -6.780681e-02 -0.072453051 -2.044387e-01
# V15  0.0746281128 -0.0284075942 -8.430276e-02 -0.025043345  6.990751e-02
# V16 -0.0152942002  0.0160620403 -3.837707e-02 -0.073505459 -6.391401e-03
# V17  0.0515060938  0.1100666309 -5.913134e-02 -0.067990909  1.826737e-01
# V18 -0.0005221658 -0.1298218851 -5.742851e-02  0.038921575 -4.752380e-02
# V19 -0.1183369210 -0.1483376287 -4.103318e-03  0.044962373  3.133703e-02
# V20  0.0366876781  0.0612212652  2.616201e-01  0.101566444 -1.437945e-03
# V21 -0.1399330320  0.0147689045 -1.953760e-01 -0.127258017 -5.136134e-02
# V22 -0.0960811860 -0.0079558487  9.355211e-02  0.185321772 -1.590111e-01
# V23 -0.1162600870 -0.0005422537  7.854244e-02 -0.053146500  4.525290e-02
# V24 -0.0500992836 -0.0788690852  1.212618e-02 -0.093906705 -6.122084e-02
# V25 -0.0449382866 -0.0780206008  1.149810e-01 -0.005137723 -2.049248e-01
# V26  0.0388966158  0.0649658452 -1.338697e-01 -0.243443586 -5.710255e-02
# V27 -0.0702021853  0.0759976113 -2.052966e-02 -0.084703964 -6.305516e-02
# V28  0.1132245806 -0.0766406535  2.180938e-01 -0.078582385  7.739368e-02
# V29  0.1810157788  0.0134920331  1.793119e-01 -0.059181955  6.436897e-02
# V30  0.1355919105  0.0213925548 -3.924888e-01  0.253371030  6.324868e-02
# V31  0.3043515781  0.3645855412 -3.486569e-02  0.037093886 -2.406868e-01
# V32 -0.0642531940 -0.2066931455 -7.157906e-02  0.008098646  9.816387e-02
# V33 -0.1705265721 -0.0023962593 -1.326363e-01 -0.231660097 -1.690062e-01
# V34  0.1951414258  0.2324755854  2.407703e-01 -0.100323766  4.733045e-02
# V35 -0.0110893611 -0.0610914549 -5.459150e-02  0.080538889  1.343174e-02
# V36  0.1310075843 -0.0026889138 -1.842267e-01 -0.159321866  5.716525e-02
# V37 -0.0073201345  0.0710510728 -1.021409e-01 -0.049116407  9.026801e-02
# V38  0.3289804424  0.0583144374  8.279254e-02 -0.019935387  1.949608e-01
# V39  0.2711140442 -0.1732995516  4.971535e-03  0.031094687 -5.491417e-02
# V40  0.0253821914 -0.0182880086  2.217488e-02  0.010717986  1.542064e-01
# V41  0.2332194229 -0.1160264431  5.135720e-02  0.068835928  1.331964e-01
# V42  0.0871976085  0.1378222385  5.885198e-02  0.028821785 -2.237646e-01
# V43 -0.1266015726 -0.0748600303 -1.224775e-01 -0.036774196  7.360731e-02
# V44 -0.0745087297 -0.0826752574  2.609404e-01 -0.046073477 -6.981655e-02
# V45 -0.0013474564 -0.1019624935 -1.677249e-01 -0.099571979 -7.105811e-02
# V46  0.0071775305 -0.1735502455  8.166017e-02 -0.045969189  2.777264e-01
# V47 -0.0418412310  0.0038015480 -1.609858e-01 -0.253239848  1.414496e-01
# V48 -0.0972292732 -0.0005353983  3.861352e-02 -0.202464071  1.119658e-01
# V49 -0.1077459093  0.1172157266  2.186219e-01  0.065770110  5.345356e-02
# V50  0.0888434649 -0.2577954654  8.118424e-02  0.119427840  5.813972e-03
# V51 -0.0475990027 -0.1250825573  6.201010e-02 -0.202889034 -2.265787e-01
# V52 -0.0673550460 -0.1114995337 -3.208691e-02  0.030660757  8.780576e-02
# V53 -0.0655849377 -0.1618997407  5.855913e-02 -0.071631547  1.176133e-01
# V54 -0.0988189529 -0.1275850433  4.170420e-02  0.031234224  9.377494e-02
# V55 -0.1306180422  0.0817055880  5.614561e-02  0.012119230  3.279059e-01
# V56 -0.0217032438  0.1207173113 -9.222958e-02  0.106143134  1.127073e-02
# V57 -0.3164180925  0.2612451073  1.057258e-01  0.158418212  1.073715e-01
# V58  0.0696255074 -0.1198516848 -2.008747e-01  0.114567148 -5.511559e-02
# V59 -0.0853788720  0.0919195615  1.564312e-01 -0.012323924  1.171038e-01
# V60 -0.0817164511 -0.1502231816 -4.555972e-02  0.209004652 -3.190331e-02
# V61  0.1057586872 -0.1211697792  3.279403e-02  0.041007666 -2.768777e-01
# V62  0.0960307753 -0.3206571287  8.639293e-02 -0.098615565  1.791883e-02
# V63  0.1015306378 -0.0013069567 -8.032043e-03  0.080601788  1.009954e-01
# V64  0.0256126909  0.0401617365  7.719714e-02 -0.308950648 -8.229407e-02
# V65 -0.0977588532 -0.0363592449 -5.828416e-02 -0.023207409  1.278118e-01
# V66  0.1526806008 -0.1013423701  1.271966e-01 -0.265152761 -1.016230e-02
# V67 -0.1366841376  0.0056617254  9.860755e-02 -0.240430401 -1.275170e-01
# V68 -0.0198214400  0.1225842166  1.709356e-01  0.176797266  2.859206e-02
# V69  0.1502804810  0.0307185522 -2.487147e-02 -0.111203665  6.675627e-02
# V70  0.0344400169 -0.0016571806  9.889488e-02  0.064949463  4.034261e-02
#              PC21         PC22         PC23          PC24          PC25
# V1   0.0505391088  0.035254975  0.092884670 -0.0183819148 -0.1505211002
# V2   0.0363187021  0.085742718  0.061320030  0.0347519970 -0.0246253425
# V3  -0.1340134045 -0.013948168  0.058572546  0.1447080589 -0.0456779581
# V4   0.1204952977 -0.127492565  0.119587589 -0.0006752396  0.1093785414
# V5   0.0744508765 -0.008379227  0.004260374 -0.0121005525 -0.0636038005
# V6   0.0069954762 -0.009967254  0.046973510 -0.0029792958  0.0227499673
# V7  -0.0901850699  0.130894591 -0.099691552  0.0341644000  0.1129584721
# V8  -0.1639097640  0.058817963 -0.064643445 -0.1501839380 -0.0146007271
# V9   0.0384523177 -0.120613693  0.107696258  0.1310643115  0.0003453233
# V10  0.0268037631  0.003626826 -0.066477899  0.0278250070  0.1430061790
# V11 -0.0624337766  0.098639884  0.093163122 -0.0191193780  0.1358729773
# V12  0.0032994168  0.025775471 -0.039249246 -0.0226923251  0.0274741767
# V13  0.0570347049  0.029204332 -0.153957684 -0.0728062228  0.0211487393
# V14 -0.0833224517 -0.012327573 -0.022010615 -0.0143613022  0.0863950563
# V15  0.1420135490  0.030139437  0.008092754 -0.0917371248 -0.0523996218
# V16  0.0153578732 -0.124880763 -0.107288772  0.0157804649  0.0994115037
# V17  0.1448012627  0.017111713 -0.092969317 -0.1457586634 -0.0193638559
# V18  0.0457919357  0.019855761  0.224715316 -0.0079239744 -0.1895690763
# V19 -0.0816140057 -0.030945533 -0.139046035  0.0219641814  0.0034854862
# V20 -0.0831668844 -0.066215281 -0.032186965  0.0537909469  0.1146926266
# V21  0.1469470820  0.069947740 -0.065045426  0.1623349663 -0.0075874003
# V22 -0.3205943378  0.176659944  0.045393025 -0.0967655599 -0.0533778736
# V23  0.0092062409 -0.036785318 -0.216575983  0.2981213038 -0.0033051312
# V24  0.0728610955 -0.174445992 -0.031384434  0.2132911854 -0.2104032764
# V25 -0.1051964413 -0.045024492  0.009900290 -0.0646674365  0.1261084259
# V26 -0.1847502444  0.004181192  0.096827540 -0.0669764978 -0.1301220027
# V27 -0.0507254091  0.010095534  0.118305495 -0.0018745287  0.0798026219
# V28 -0.0057446475 -0.385111224  0.237168842  0.0796322550  0.0052073549
# V29 -0.1049807992 -0.023925831 -0.120166901 -0.0700487801 -0.1304979661
# V30 -0.0299846807 -0.074944556  0.126819738  0.0142024425 -0.0220700085
# V31  0.2449063543  0.117716813  0.001313511 -0.2265812745  0.1123265794
# V32  0.1822966356  0.011391985 -0.096454916 -0.0066979701  0.1969616961
# V33 -0.0750252547  0.046764983  0.109917617  0.0291137678  0.1164833505
# V34  0.0834062417  0.102159770 -0.156712526  0.0269600902 -0.2271571122
# V35  0.1100245934  0.281187214  0.004521126  0.2493463053 -0.1022625867
# V36  0.0621011389 -0.023076975  0.129973311  0.1003356886  0.1562133060
# V37 -0.0101183226 -0.055386856  0.090930415  0.0893687852 -0.2541252132
# V38 -0.1660513270  0.010296820 -0.186308813  0.1176570386 -0.0033871221
# V39  0.1324340095  0.235430717  0.234762180 -0.0942844944  0.0133040177
# V40  0.2402295961  0.108043310 -0.098993305  0.0221377737  0.2463870888
# V41  0.0946347907  0.095190897  0.082140267  0.0463646935  0.0590469060
# V42  0.0723528743 -0.177107998  0.075320257  0.0897300657 -0.0439597985
# V43 -0.1893981747  0.255599182  0.137015148  0.1224029684  0.0587971536
# V44  0.1484225887 -0.012866720 -0.018365533 -0.1623887860 -0.1991010021
# V45 -0.1038834805 -0.136673839 -0.269441523 -0.1630984491  0.0085078003
# V46 -0.0840267452  0.063315181 -0.215013832 -0.1544883340  0.0767408361
# V47 -0.0535610794 -0.001076344 -0.001969033  0.0069921748 -0.1623649542
# V48  0.0960399598  0.015554478 -0.106488178 -0.0214224735  0.0780506589
# V49  0.0336897872  0.089850083  0.102676264 -0.0540107574  0.2122849702
# V50 -0.1129616693  0.145124087 -0.102819454  0.2690369799 -0.0459388442
# V51 -0.1045765502  0.064335627 -0.072070162 -0.1616745262  0.1289512449
# V52  0.0249673382  0.327238398  0.035901046 -0.1741187983 -0.0979462047
# V53  0.1521565763 -0.019556006  0.101154033 -0.2223607804 -0.0667525568
# V54  0.1518034998 -0.216927665  0.043726689 -0.1312410883  0.0586678977
# V55 -0.0663132123  0.007138327  0.148504171 -0.1804429581  0.0306898659
# V56 -0.1216238598 -0.212433250 -0.014382848 -0.2852371160 -0.0926389563
# V57  0.0755326022  0.161169336  0.036490819 -0.0825222996 -0.2207389721
# V58 -0.0932425175 -0.063289645 -0.247302269 -0.0785029194 -0.2194464627
# V59 -0.1414979704  0.044143800  0.161964300  0.0708172444  0.2222586621
# V60  0.2190116948  0.059068964 -0.047306119 -0.0112936899 -0.1105927471
# V61  0.0580916509 -0.025941503 -0.196149109  0.0620670971  0.1645940093
# V62 -0.0977552453 -0.104263073  0.182053498 -0.1739545813  0.0381456967
# V63 -0.1760593039  0.052083225 -0.138350284 -0.0765312730  0.0902697588
# V64  0.1913714000  0.099847100  0.023473716  0.0527852037  0.0485071832
# V65  0.0820639982  0.009975201 -0.145534482  0.0852619801  0.1376129768
# V66  0.0690503331  0.089196404 -0.041911849  0.0428762514 -0.2071051939
# V67  0.0003073323  0.193231395 -0.043567859 -0.0375126450 -0.1186181198
# V68 -0.1256922144 -0.074257217 -0.024514442  0.1341490099 -0.0508677566
# V69 -0.1985067480  0.156379135  0.203795666  0.1184536901  0.0198875885
# V70  0.1140737427 -0.088565413  0.062506657  0.1761997374 -0.0205314554
#             PC26          PC27        PC28         PC29          PC30
# V1   0.165717747  1.123673e-01 -0.07820322 -0.019500400  0.1272479650
# V2  -0.102210431 -1.553223e-01  0.12178266 -0.079767195 -0.2217513105
# V3   0.001187309 -4.307294e-02  0.15589676 -0.033299044  0.1033040641
# V4   0.345173149  1.623713e-05  0.05438900 -0.087423798  0.1266086208
# V5   0.096575995 -2.094754e-03  0.16783821 -0.119973427 -0.0389321920
# V6  -0.171687134 -4.219885e-02 -0.11103174  0.055914428 -0.1610580221
# V7  -0.041530331  1.743076e-02  0.03888308 -0.060901270 -0.0777149007
# V8   0.075674000 -2.759902e-01  0.02243247  0.008348704  0.1856301807
# V9  -0.087432760  1.245435e-01 -0.20401833  0.077803161  0.0081690018
# V10  0.039979140  5.842927e-02 -0.02123541 -0.004055211  0.0415956864
# V11 -0.083505433 -2.707637e-02 -0.09901113 -0.035476879 -0.0200585278
# V12 -0.124941083  1.014316e-01  0.09799391  0.074181939 -0.0436454362
# V13  0.054517022 -2.351322e-01 -0.10715898  0.069027453  0.0508542086
# V14 -0.039908846  1.578937e-01  0.03006531 -0.113520682  0.0909796344
# V15 -0.020298401 -3.834967e-02  0.03993975  0.089375836 -0.1277302116
# V16  0.025357829  5.194683e-02  0.06073077  0.140451628 -0.1058196253
# V17  0.032081930  1.453847e-01  0.05511621  0.129645802  0.0791560337
# V18  0.105132000 -5.453874e-02 -0.23317117 -0.165100299  0.1017575876
# V19 -0.139605089 -5.842302e-02  0.03837918  0.030590044 -0.0198675062
# V20 -0.041613305  1.852325e-02 -0.13567300 -0.033696354 -0.0122988959
# V21  0.078173747 -1.917414e-01  0.11280683  0.039720516 -0.0078491524
# V22  0.027595935 -6.339958e-02 -0.08425554  0.019342064 -0.1470507413
# V23 -0.235614258  1.038480e-01 -0.10477611 -0.019542736  0.1595718212
# V24  0.208454046 -5.664245e-03  0.19820471 -0.102168547 -0.1542237632
# V25  0.134221038  9.677713e-02  0.11342164  0.502601730  0.1878854329
# V26 -0.141889438  5.449355e-02 -0.16416810  0.014868273  0.0360248169
# V27  0.159174443  4.877270e-02  0.08891855  0.111195755  0.1178880638
# V28  0.023310899 -8.531282e-02 -0.02725504 -0.073129168 -0.0539543763
# V29  0.164870217 -3.360507e-02 -0.09340945  0.179759291 -0.0705012422
# V30 -0.163005031 -9.959496e-02  0.10456711  0.053128255  0.2347640334
# V31  0.157331523 -1.335259e-01 -0.01521765 -0.100253567  0.1535787915
# V32 -0.036796405  6.502696e-02 -0.10817105  0.063829005 -0.0820013760
# V33 -0.112954906 -5.024650e-02  0.10475831 -0.001916433 -0.2492230866
# V34 -0.133684870  1.846542e-01 -0.06802511 -0.149847870  0.0930839277
# V35 -0.100072610  5.963006e-02  0.25819049 -0.152603016  0.0087848931
# V36  0.187450079  6.382579e-02  0.05510247  0.051725505  0.0009438127
# V37  0.022860710  9.529560e-02 -0.26514651  0.100496738 -0.1466810623
# V38  0.021819193 -1.869753e-02  0.08774402  0.094293103 -0.1786518275
# V39 -0.100834279 -5.683052e-02 -0.07582440  0.074644985 -0.0208547303
# V40 -0.104612843 -2.498072e-02  0.07074257 -0.028165274 -0.1195058436
# V41  0.020810498 -1.004055e-01 -0.02783925 -0.086643114 -0.2455428560
# V42  0.106233114  1.503203e-01 -0.11156864 -0.154076816 -0.0652109243
# V43  0.107070425  7.582984e-02 -0.01329026 -0.078537984  0.1522271345
# V44 -0.082429860 -1.150563e-02  0.16438875  0.024473582 -0.0875634483
# V45 -0.018959783 -3.690934e-02 -0.03186257  0.015759213 -0.0298202899
# V46  0.094192498  7.651094e-02 -0.11932359 -0.274532590  0.1244651516
# V47  0.215324307 -1.100600e-01 -0.02945813 -0.102011777 -0.0841769692
# V48 -0.004165457 -7.991898e-02  0.04551677 -0.088252591  0.1890639047
# V49 -0.032770399  7.277552e-02 -0.06208768 -0.017692745  0.1435587841
# V50  0.259938086  5.979020e-02  0.05344081  0.010813543  0.0563494159
# V51  0.104580180 -3.408906e-02 -0.15506837 -0.104087707 -0.1946220447
# V52 -0.027472338  1.627759e-01  0.01767814 -0.012698068 -0.0548081321
# V53  0.003213879 -2.859787e-01  0.16186650 -0.003318566 -0.0175263359
# V54 -0.084841940  1.246196e-01  0.13914397 -0.178021725  0.1036048799
# V55  0.121904505 -3.179857e-02 -0.03091646  0.214090313 -0.1174819563
# V56 -0.074278224  1.322934e-01  0.12156402 -0.036921826 -0.0697901585
# V57  0.156225061  1.325674e-01  0.16724642  0.160506555 -0.0777009607
# V58  0.054164320 -5.844709e-02  0.08831611 -0.021299017  0.0045784190
# V59  0.122649201  2.598343e-02  0.05560905 -0.083729718 -0.0416714340
# V60  0.060716766  5.591047e-02 -0.18938633  0.175953778  0.0239382633
# V61  0.163087641  8.676987e-02  0.07940846  0.106771884  0.0401782705
# V62 -0.267056832  1.565748e-01  0.15784576  0.020182021  0.1345336098
# V63  0.047477433  1.097685e-01  0.11523869 -0.073231964 -0.1886753977
# V64 -0.073365332  3.339643e-02  0.09232506  0.118597730 -0.0966609880
# V65 -0.002204144 -1.441490e-01 -0.24497449  0.143231448 -0.0005942782
# V66 -0.073725686  1.551847e-01  0.04892537  0.234625959  0.1523106666
# V67 -0.055172550 -2.109748e-01 -0.14887652 -0.053787327  0.1899890536
# V68 -0.141273954 -4.135657e-01  0.16625254  0.057058460  0.2025343682
# V69 -0.023025462  3.972267e-04  0.11686284  0.126908310  0.0116837475
# V70 -0.064914192 -1.722112e-01 -0.15503845  0.192682115 -0.0643623160
#              PC31        PC32         PC33         PC34          PC35
# V1   0.0320859533  0.06138652 -0.030311762 -0.092017455  0.0507578850
# V2   0.1190605654  0.04420356  0.089683322 -0.110964231  0.0291091548
# V3  -0.0569821279  0.04194940 -0.101671439 -0.138953273 -0.0605064238
# V4   0.1340647198 -0.01421215 -0.025460733 -0.025006937  0.0205118257
# V5  -0.1251583071 -0.05856096  0.039968056  0.074108277  0.0978619206
# V6  -0.0126584674  0.06139015 -0.003871757 -0.077177697 -0.0720317734
# V7   0.1398277694 -0.01770573 -0.062154837 -0.194936417  0.0468689956
# V8   0.1366862139 -0.01321452  0.082088473 -0.066351010  0.0360343375
# V9   0.2294113516  0.21034171 -0.009242061  0.271274203 -0.1828294324
# V10 -0.0152141437 -0.07379207  0.168205446  0.150005338 -0.1548712648
# V11 -0.1266705749  0.07830812  0.300428418 -0.032671814 -0.0799135704
# V12  0.1458310973  0.02735810  0.048080257 -0.111104565  0.0529298498
# V13 -0.0243566944  0.08285534  0.133382149 -0.184819867 -0.0518658982
# V14  0.0658606391  0.12694348 -0.170693204 -0.087297068  0.1476762489
# V15 -0.0059967231  0.08824200 -0.090742591 -0.187057203 -0.2014953537
# V16 -0.1548375307 -0.20499875  0.020231674  0.045894484  0.0267661168
# V17 -0.0778793680  0.05551239 -0.198599896  0.142799827  0.1836376101
# V18 -0.0278050953 -0.07830700 -0.035920614  0.074768750  0.0757416290
# V19 -0.0096568593 -0.18636436 -0.069787129  0.175950274  0.0025269124
# V20  0.0007059497 -0.02199328  0.116288254  0.110963423 -0.0270462001
# V21 -0.0187342611  0.05602124  0.131508808 -0.171702447  0.1510061027
# V22 -0.0182300873  0.07957532 -0.091821611  0.239183385 -0.0568560493
# V23  0.1097307474 -0.14179055 -0.100794211  0.097752806 -0.0810033373
# V24  0.0369499063 -0.14775533  0.126611856  0.089071737  0.0640154717
# V25  0.1248709102  0.06290591  0.014432105  0.058106924  0.0287680223
# V26 -0.0356511158  0.01059188  0.117838216 -0.146117981  0.1470704757
# V27 -0.0446371593  0.13862434 -0.087665678 -0.014949210 -0.1667988100
# V28 -0.0365565086  0.28524081 -0.049724407 -0.034462955  0.0619230042
# V29 -0.0108733916 -0.15345956 -0.119278829 -0.117287517 -0.2045025040
# V30 -0.0185725953  0.04936697 -0.018647857  0.105550659 -0.0800505785
# V31  0.1052265969 -0.17102997  0.134021639  0.108244952 -0.1523627467
# V32 -0.0849509390  0.04583332  0.044733037 -0.140285837 -0.1156573091
# V33  0.2535060870 -0.08404251 -0.075395456 -0.055235118 -0.1782557138
# V34 -0.2989138553  0.07501241 -0.007389743 -0.101329197 -0.3300042635
# V35 -0.0734124445  0.15700829  0.060781001  0.061573510 -0.0954666800
# V36  0.1630646686 -0.14580548 -0.143754835 -0.023194439 -0.1973821769
# V37  0.0759631842 -0.30760088  0.065374520 -0.041702650 -0.0147679533
# V38  0.0378626278  0.18734057 -0.262480574 -0.004239424  0.0232167003
# V39 -0.1588154611 -0.09706645 -0.164260142  0.126851737  0.1868494176
# V40  0.0502398199 -0.04893923  0.073087586  0.014243558 -0.0001438879
# V41  0.1503621382  0.08559281  0.002269573  0.231354178 -0.0768126431
# V42  0.1163633362  0.15520323  0.008857426 -0.134158775 -0.0178158088
# V43 -0.0715547554  0.04304379  0.077150329 -0.099303232 -0.3272077600
# V44  0.2449527587 -0.13807875 -0.150277196 -0.067018621 -0.1647050093
# V45 -0.1112069169  0.02746997  0.005188577  0.219335947 -0.1351262437
# V46  0.2378993753 -0.17206311  0.211723609 -0.109320888  0.0827635369
# V47 -0.2042748682  0.13215296  0.040927234  0.104200223  0.0781791860
# V48 -0.0141440230  0.07047190 -0.190029696  0.008559997  0.1538870956
# V49  0.0897809072  0.17935795 -0.066166555  0.096289178  0.0988032630
# V50  0.1511971609  0.07950820  0.054845836  0.086184663 -0.0773901986
# V51 -0.1452220828  0.07105974  0.104123627  0.225384396 -0.0134003408
# V52  0.1744641565  0.06301080 -0.026984995 -0.004874993  0.1613423244
# V53 -0.0572774941  0.15106508 -0.014744511 -0.057479181 -0.1908079087
# V54 -0.0751299461  0.02305108  0.017118653  0.175582686 -0.1502002476
# V55 -0.0262262420 -0.05918099  0.013429787  0.041345426 -0.1087201964
# V56  0.1486917555  0.21608393  0.217851268 -0.075551027 -0.0223571337
# V57 -0.0747184813  0.01941548  0.127391611  0.018302287 -0.0257025550
# V58  0.1629985170  0.14426463  0.031791161  0.155577120 -0.1375141214
# V59  0.0716213559 -0.04059154  0.093261458 -0.007610392 -0.0187491777
# V60  0.0168964203 -0.00128549 -0.105494298 -0.082890149  0.0400033157
# V61 -0.2636676424  0.02407044  0.014646720 -0.122141788 -0.0583892972
# V62 -0.0486019253 -0.13438681  0.112688441 -0.126143416 -0.0903926422
# V63 -0.0408935616  0.10951272 -0.025892634 -0.082410953  0.1577430724
# V64  0.0399604561  0.06723619  0.108156550  0.234720794  0.0726570771
# V65  0.0113322679  0.20430153  0.059933803 -0.102430297  0.0019621785
# V66  0.1378880977  0.15075002  0.395507168  0.109070828  0.0981800324
# V67  0.1441467692  0.11847421 -0.199936473  0.019611607 -0.1201002912
# V68  0.0293857886 -0.11635274  0.076687663  0.079230470  0.0724041859
# V69 -0.1721649419 -0.11677904  0.049950067 -0.004576068  0.0071735600
# V70  0.0203321139  0.08640097  0.191875787 -0.079359464  0.0195811012
#             PC36         PC37         PC38          PC39          PC40
# V1   0.081876890  0.062149492 -0.020543828 -0.0532423037 -0.1144898216
# V2  -0.064616157  0.129699668 -0.206850174 -0.1271373047 -0.0444696298
# V3   0.009785961 -0.178533795  0.089347345  0.0199906484 -0.1399890940
# V4   0.030214364 -0.160406183 -0.075985342  0.1291612233  0.1621620927
# V5  -0.119214492  0.016759628  0.021294368 -0.0414994070  0.1542210712
# V6  -0.112226922 -0.176829481 -0.066013617  0.1599989292  0.1779602687
# V7   0.001733643 -0.080331816  0.070410581 -0.0894789693 -0.2106120716
# V8   0.004440898 -0.240301400 -0.063418265  0.0578748113 -0.0224566066
# V9  -0.151782186 -0.145572776  0.194762240 -0.0925882286 -0.0696516324
# V10  0.025559474  0.012383276 -0.004878298  0.1659077520  0.1856446189
# V11  0.109807703  0.068665131  0.113397383  0.0352598915  0.1195009283
# V12 -0.107771822  0.206488296 -0.102880525 -0.0584543886  0.0315423121
# V13 -0.163275972  0.250167982 -0.199092767  0.0039527711  0.0623964242
# V14  0.016112816 -0.003144056  0.086343860  0.1205324549  0.0105428207
# V15  0.110864347 -0.082842884 -0.105679311 -0.0164859300 -0.1388992200
# V16  0.329669863  0.084222399  0.036233122 -0.3133690516 -0.0270528564
# V17 -0.113216059 -0.137664245 -0.041495485 -0.0498207643  0.0408811529
# V18  0.060976166  0.029390625  0.177948400 -0.2772318857  0.0825911448
# V19  0.078434971  0.066650723  0.081719095  0.3450880724  0.0968830741
# V20 -0.074464129  0.296659835  0.033241092  0.0084831967 -0.1649132708
# V21  0.201445462  0.136456348  0.006960292  0.1145560978 -0.0570275981
# V22  0.007411107 -0.091461983 -0.050810458  0.0006148417 -0.0825680949
# V23 -0.002681645 -0.080156166 -0.220551065 -0.0643929027  0.1570133668
# V24  0.004832130 -0.124299310 -0.130307451 -0.0184670456 -0.1782943871
# V25  0.183333261 -0.050986106  0.035800218 -0.0101301541  0.0042077831
# V26 -0.103871905 -0.024680521  0.157092293 -0.0781194951  0.1042779032
# V27 -0.080718611  0.199409150  0.063037571 -0.0179879023 -0.0177924011
# V28  0.061882023 -0.015535514 -0.123613956  0.0586019157  0.0083646883
# V29 -0.024813967  0.064646262 -0.089491239 -0.1172213523 -0.1010305129
# V30  0.032854885  0.076247794  0.008653500  0.1567984903 -0.1995544225
# V31 -0.058684030 -0.142497406 -0.003372678  0.0307673911 -0.0225101370
# V32 -0.032077565 -0.073691856 -0.007596352 -0.1383151183  0.1336179228
# V33 -0.054384594  0.063758476 -0.151326480  0.0767993326  0.0514723704
# V34  0.148709840  0.020796589 -0.048032908  0.0698904947  0.1196794980
# V35 -0.083326486 -0.025714196 -0.029621074 -0.0893770297 -0.0954976851
# V36  0.114649156  0.113300294 -0.023834716 -0.0384896578  0.1168320291
# V37 -0.019858076  0.006787066  0.079454008  0.0642029054 -0.1612131836
# V38  0.078374266  0.021822117  0.086648502  0.0353762049 -0.0030896735
# V39 -0.101848871  0.010142089  0.024484817  0.1316035810  0.1602358744
# V40  0.251341211 -0.059887441  0.202873803 -0.0087150011  0.0765095988
# V41  0.079366498  0.077972018 -0.038781985  0.0830062041 -0.1246003634
# V42 -0.145797580  0.048382667  0.080958514 -0.0149624067  0.1415750801
# V43  0.137670067 -0.216542208 -0.015940150 -0.0601525624  0.0510598846
# V44 -0.068692368 -0.111883516  0.215907052  0.0776634469  0.1569757561
# V45 -0.152077712 -0.023574663 -0.161824266  0.0135773787  0.1124370068
# V46 -0.094342726  0.055482452  0.012930444  0.0815975712 -0.1059313669
# V47 -0.009744531  0.042325785 -0.231414041  0.1168053455  0.1510868545
# V48 -0.098888164  0.134115772  0.149652811  0.0155393520 -0.0591576840
# V49  0.104998166 -0.068241583 -0.430280389 -0.0506425384 -0.0019876068
# V50 -0.144542976  0.138623966  0.196840601  0.1949466351  0.1851169872
# V51  0.186007926 -0.125217100  0.128519331 -0.0736250354 -0.1690215750
# V52 -0.013495984 -0.096588057 -0.121985260 -0.0248916454 -0.0419340406
# V53 -0.054949558 -0.029650332  0.174840873 -0.0934369662  0.0871833189
# V54  0.006358139  0.157530855  0.029516230 -0.0677773354 -0.2031571906
# V55 -0.114061969  0.183747086 -0.064886094  0.0677781860 -0.0194267337
# V56  0.194642018  0.106962501  0.131658584  0.0858530124  0.1655605834
# V57 -0.066953343 -0.052778540  0.085976063  0.1125531902 -0.1123789452
# V58 -0.075735267 -0.043912591 -0.064350025 -0.3147899238  0.1057089227
# V59 -0.123211380  0.056757293 -0.001084298 -0.2839167623  0.1174663672
# V60  0.084564010  0.122727516 -0.054956424 -0.1893231217  0.1878120047
# V61 -0.267517812 -0.033838892  0.047804203  0.0663055275 -0.1778476889
# V62 -0.158207574 -0.044513460 -0.067781803 -0.0446886017 -0.1197134082
# V63  0.054243728 -0.028463144  0.140162335 -0.0994365233  0.1611041449
# V64 -0.203437597  0.077474042  0.108811471 -0.1259545235 -0.0143800961
# V65 -0.246273530 -0.134269248  0.138832646 -0.0528404637 -0.1543324632
# V66  0.126037526  0.041724279 -0.098179011  0.0125634996  0.0001437773
# V67  0.172143671  0.318060328  0.088070443  0.0054074805 -0.0951944873
# V68 -0.009076737 -0.064665547  0.088272044 -0.2359554242  0.1480626158
# V69 -0.116978934  0.110773605 -0.001250388 -0.0486884252  0.1321170693
# V70  0.061463442 -0.192606449  0.019127468  0.1148817792 -0.0060283450
#             PC41          PC42          PC43         PC44        PC45
# V1  -0.001569801  0.1192747612  0.0405757062  0.015153761  0.15302389
# V2   0.233147967  0.0256749907 -0.1123233560 -0.127291486 -0.30832000
# V3  -0.043078067  0.1334119594 -0.0967900115 -0.251116703  0.08701267
# V4  -0.065157375 -0.0618374454 -0.1509907358  0.008268904 -0.07999656
# V5   0.071290692 -0.0813758778  0.0098675324  0.056234391  0.06786534
# V6  -0.109048302 -0.0495364670  0.2800823608  0.024283612 -0.09036264
# V7  -0.108766194 -0.1893993096 -0.0685872674 -0.130305685  0.22436532
# V8  -0.002219326 -0.0349875768  0.2253929366  0.096921416 -0.02018838
# V9  -0.098875480  0.0574907197 -0.0278369718 -0.045039937 -0.19643077
# V10 -0.035487569 -0.1520063870 -0.1643680833  0.129145987  0.13030219
# V11 -0.061581140  0.0243286280  0.2136223880 -0.007291888  0.30428749
# V12 -0.093772649  0.0047288582  0.0955628468 -0.102602461  0.11216179
# V13  0.085222137 -0.0244342275 -0.0498128929  0.057677602 -0.03889828
# V14 -0.117119110 -0.1921767166 -0.0720244110  0.126646937  0.05494962
# V15 -0.015803125  0.2418954481 -0.0799270287 -0.125200634  0.12472901
# V16 -0.177305848  0.1314869542 -0.1089199466  0.029824419  0.08447827
# V17  0.211326767  0.0263332516 -0.0160164491 -0.011585718 -0.23715956
# V18  0.202615240 -0.0574591591  0.2434533179 -0.084328659 -0.03435707
# V19  0.251896089 -0.0711060033 -0.0749480175 -0.041453266 -0.14564875
# V20 -0.038404245  0.1837419868 -0.0591068071  0.293368663 -0.12278164
# V21 -0.109647101  0.0230122454  0.1189774703  0.152899444 -0.11280623
# V22 -0.103845836  0.0403372512 -0.1377133606 -0.079585792  0.02603946
# V23 -0.078627292  0.1174434757  0.2236580672  0.066100318  0.05996795
# V24 -0.059305888 -0.1048742855  0.2792437653  0.106150751  0.01319921
# V25  0.134579138  0.2199601205  0.1214759502  0.009277410  0.04599139
# V26 -0.108562819 -0.0461576005 -0.0758324416  0.092077991 -0.18931619
# V27  0.038681360  0.0441946708 -0.0007319676  0.319841117 -0.11602457
# V28  0.230002137 -0.1178822111 -0.0564023741  0.030721474  0.10410449
# V29 -0.041255467 -0.2062446109  0.1205986114 -0.055894288 -0.15854415
# V30  0.104998157 -0.2700426425  0.0502458383  0.034768855  0.08148195
# V31 -0.009984206  0.1591950332  0.0823160714 -0.004867534 -0.03985698
# V32 -0.015342232  0.0870378302 -0.1389334059  0.038535071 -0.02950422
# V33  0.096587051  0.0934798108  0.0637265460  0.070887268  0.05038188
# V34 -0.026566621 -0.0764757451 -0.0057953852  0.049096858 -0.07741857
# V35  0.111954159  0.0269603603 -0.0687724899 -0.094482456 -0.08720336
# V36 -0.123723795 -0.1609897763 -0.2317141590 -0.130452273 -0.08087844
# V37  0.221672215  0.0047653030 -0.0676475440  0.016035673  0.07492234
# V38  0.168132400 -0.0054097351  0.1308039156  0.171797084  0.10988582
# V39 -0.041991940  0.2289035227 -0.0445742566 -0.054652322  0.08414899
# V40  0.273351103 -0.0267921997  0.1128961032  0.016294405  0.02824827
# V41 -0.219922934  0.0200548304  0.0475494273  0.186311673 -0.12790306
# V42  0.027254615  0.0503145088  0.0464480208  0.012313890  0.27503231
# V43  0.162674401  0.0386646341  0.1410353611  0.021327978 -0.06819183
# V44  0.038873092  0.0526730706 -0.0517491821  0.067227808  0.09272652
# V45  0.063565781 -0.1009350754  0.0359372360 -0.184059970  0.15040206
# V46  0.153309941  0.0516916637 -0.1566899206 -0.044673368  0.11265910
# V47 -0.117606075  0.2885570033 -0.0586480780 -0.113224261  0.04275632
# V48 -0.008573324  0.1914512739  0.1003158012  0.057287991 -0.01187196
# V49  0.064575887 -0.1464561983 -0.0653029656 -0.037752225  0.09315207
# V50 -0.164552682 -0.0117171943  0.0250487750 -0.154218495 -0.06060467
# V51  0.058695972 -0.1626421562 -0.0692037150  0.064377703 -0.04833525
# V52 -0.108500261 -0.0701539178  0.1702077281  0.188701041 -0.01088203
# V53 -0.104694172 -0.2164004288 -0.0750876968  0.142937461  0.06699773
# V54 -0.099639278  0.0954344038  0.1860392446 -0.099666758  0.02969676
# V55 -0.096608200 -0.0725780421  0.2400526362 -0.185451890  0.08007339
# V56  0.083376027  0.1148208193  0.1188154813 -0.193117884 -0.19877126
# V57  0.016436574  0.0006716136 -0.1383843745  0.076556045  0.09332733
# V58  0.141028702  0.1367295799 -0.1338843547  0.262734967  0.16367154
# V59  0.153474698  0.0177334807  0.0661838563 -0.075973385 -0.11008774
# V60 -0.032621150 -0.2333580364  0.0443917722  0.014664043 -0.04572655
# V61  0.106143787 -0.0558195763  0.1298925134 -0.139550584 -0.10696952
# V62 -0.105752962  0.0065700304 -0.0572611373  0.108754171 -0.09396278
# V63 -0.114557450 -0.0164242115  0.0511944968 -0.089258271 -0.10893604
# V64  0.047974219 -0.1685252870  0.0548058655 -0.184026445  0.17857893
# V65 -0.013646147  0.0050766008 -0.0318789747  0.048231456  0.05662909
# V66 -0.039092280 -0.1275462603 -0.1173635515 -0.073539473 -0.01140578
# V67  0.063989653 -0.0052684508 -0.0175635328 -0.182373474  0.03504842
# V68 -0.181241786 -0.0260665254 -0.0687729161 -0.085320194 -0.02293778
# V69  0.188637134 -0.0053550749 -0.0525131619  0.189044499  0.18029090
# V70  0.055746706  0.0916931466 -0.0821587216 -0.061762186 -0.02204893
#             PC46         PC47         PC48         PC49         PC50
# V1  -0.175926829 -0.162591393  0.118745015  0.084549551  0.084578651
# V2   0.076271503  0.003098992 -0.022713604  0.104867357  0.303448935
# V3  -0.196203695 -0.326737071  0.164572925 -0.044471417  0.060801040
# V4  -0.133782366 -0.072044639 -0.111899325 -0.007506446  0.009087238
# V5  -0.154287771 -0.013250057  0.042858885 -0.120571132 -0.137704875
# V6  -0.162611470  0.054019611  0.146755184  0.052373397 -0.107396017
# V7   0.104244712  0.105584407  0.013172418 -0.238746056  0.149464161
# V8   0.213570889  0.054386738  0.156874850  0.050848452 -0.019516799
# V9   0.157035255  0.007325231  0.070827704  0.036039508  0.097335676
# V10 -0.009723035  0.103860209 -0.019161028  0.078279158 -0.150308193
# V11  0.010008088 -0.033933528 -0.171408360 -0.074579014  0.151442488
# V12 -0.021253336 -0.129089111 -0.030860103  0.162378207 -0.136887404
# V13 -0.040432015  0.285210792  0.006139918 -0.074570622  0.093260620
# V14  0.088151595  0.086922516 -0.143960034 -0.088187652 -0.166090160
# V15 -0.102120230 -0.021448524 -0.179348266 -0.096056783 -0.257505000
# V16  0.102182954  0.169577281  0.087276557  0.053725406 -0.027851777
# V17 -0.173823358 -0.065524868  0.016467589  0.030409345  0.046997346
# V18  0.334220986  0.021394925 -0.035110475  0.198117915 -0.173737766
# V19 -0.039065543  0.022349533 -0.016537938 -0.107487840 -0.011557241
# V20 -0.045253277 -0.116795274 -0.112296468  0.024959275 -0.031799421
# V21  0.058676283 -0.200833586 -0.007867256  0.189786806 -0.085554189
# V22 -0.149403594  0.069658754 -0.136086538  0.220579418 -0.194820302
# V23 -0.042190234 -0.175877340 -0.280526319  0.013411448  0.081307470
# V24 -0.101410780 -0.018851165  0.043255257 -0.173119552  0.090342868
# V25  0.003432359  0.232894692 -0.026858301  0.020023828  0.076201498
# V26 -0.027701226 -0.094968931 -0.069396822 -0.053481216 -0.147384545
# V27  0.088452505  0.018642546  0.134336530 -0.264745729  0.088129311
# V28  0.069342491  0.054756084 -0.129611969  0.043437825 -0.011568568
# V29 -0.006620136 -0.025094890 -0.085028325 -0.044985086 -0.357265255
# V30 -0.117189057 -0.127662725 -0.088236178 -0.076753590 -0.028783590
# V31 -0.200827940  0.029757060 -0.046347139  0.016460303  0.018670256
# V32 -0.106417462 -0.036263189  0.048487657 -0.042038555 -0.202317750
# V33  0.098320588 -0.099914557  0.269595558 -0.082992474 -0.167502754
# V34  0.088308409 -0.015998191  0.148536741 -0.066297691  0.147806394
# V35  0.070538978  0.297807686 -0.067553973 -0.057425571 -0.180464368
# V36  0.082800438  0.028345966 -0.025395437  0.081218664  0.123052987
# V37 -0.140755935  0.177945574 -0.031452444 -0.221108692 -0.079152449
# V38 -0.079088467  0.142698654  0.065716500  0.153388029 -0.029952336
# V39  0.192133939 -0.088228536  0.175164888 -0.268779423 -0.056568317
# V40  0.133149649 -0.116684402 -0.089482897  0.007912148 -0.054284865
# V41 -0.024923461 -0.119265086 -0.024392542  0.065223214 -0.065720381
# V42 -0.010193994  0.058858037  0.072846349  0.059250620 -0.060427229
# V43 -0.089413487  0.091451907 -0.100783691  0.055385147  0.005408613
# V44  0.136109478 -0.057680649 -0.205192276 -0.020430436  0.126145718
# V45  0.044528258 -0.047175161  0.253919247  0.233885669  0.075266071
# V46  0.017029349  0.006145427  0.083447871  0.087154030 -0.060160586
# V47  0.087048150  0.102299816 -0.267992485 -0.075081641  0.081416093
# V48 -0.086565695  0.062279957 -0.073418315 -0.004322802 -0.142953575
# V49  0.158560266 -0.128463994  0.022310010 -0.162267098 -0.149365522
# V50  0.035753659  0.041372366  0.065353733 -0.087773590 -0.016378865
# V51 -0.065129408 -0.161691996 -0.018820175 -0.201320583  0.108338390
# V52 -0.059493356  0.199731637  0.005396380 -0.086724310  0.098980262
# V53 -0.106272840  0.059962977  0.012154535  0.069587762 -0.054740456
# V54 -0.040443492  0.164208690  0.280302824 -0.079899132 -0.072838039
# V55  0.146882583 -0.109109431 -0.144500389 -0.160306004  0.103664864
# V56 -0.092868970 -0.063491362 -0.077443889 -0.146947613 -0.068591126
# V57  0.221737160 -0.192305028  0.062248633  0.277886670 -0.022018663
# V58  0.119209404 -0.208599579 -0.085920678 -0.227223030 -0.022190196
# V59 -0.141514892 -0.112756256  0.083949540 -0.068099851 -0.097836844
# V60 -0.165298788 -0.089110029  0.033300582 -0.045909495  0.118294582
# V61  0.227464371 -0.155807016 -0.182356637 -0.077163855 -0.132768191
# V62  0.028000277  0.045425844 -0.177865073  0.129309710  0.119290264
# V63 -0.063044127 -0.032289235  0.025101455 -0.039847268  0.102459143
# V64 -0.190363303  0.080153549 -0.208543558  0.064388497  0.053033359
# V65  0.004276117 -0.052831615  0.009846115 -0.010528699  0.121044224
# V66  0.005144296 -0.071037110  0.115604580 -0.059216828 -0.168970071
# V67 -0.129804958 -0.070836904  0.005817878  0.008254737  0.054947557
# V68  0.021146474  0.033416261  0.008298790 -0.143341238 -0.088709669
# V69 -0.170129877 -0.118117640  0.070601640  0.085254848  0.066991520
# V70 -0.026197945  0.061333844  0.139437581 -0.067580318 -0.023639404
#             PC51         PC52         PC53          PC54         PC55
# V1   0.183141275  0.033051630 -0.256740014 -0.1802580545  0.060777699
# V2  -0.069386031  0.007587249  0.077864862  0.0079447898  0.269326704
# V3   0.002375293  0.081266376 -0.080393583  0.2022973386  0.081727571
# V4   0.170437630  0.035858843 -0.022642791 -0.0341595836  0.265250884
# V5  -0.145814619  0.073843527  0.300980960 -0.2031084268 -0.194087533
# V6   0.035201532 -0.049355968 -0.043977609 -0.0938070278 -0.063717955
# V7   0.080657547  0.056575588 -0.047609788  0.0342778264 -0.209991016
# V8   0.029877201 -0.176118369  0.147971261 -0.0142757461 -0.062865734
# V9  -0.152694305  0.068690092  0.007289268 -0.0031537329  0.088448279
# V10 -0.048503591  0.042210163 -0.107320646  0.4599606008  0.055179956
# V11  0.211646765  0.097847808  0.107476828  0.1214166635  0.059684339
# V12 -0.177291849 -0.183569321 -0.119130833  0.1381169516  0.076390957
# V13 -0.116865498  0.195198817 -0.330302668 -0.1154153396 -0.156000727
# V14  0.011694001 -0.042332052  0.100467354 -0.0730441103  0.105129609
# V15 -0.370464601 -0.090056207 -0.019650258 -0.0433265890 -0.097519655
# V16  0.200353180  0.223601501  0.139725401 -0.2712210668  0.203433805
# V17  0.143221412  0.186364501  0.033369437 -0.0387704012 -0.300342231
# V18 -0.093231101  0.051290434 -0.008972684  0.1012139517 -0.057908948
# V19  0.082419615 -0.308697173 -0.078598163 -0.1336133035  0.213502794
# V20  0.078311864 -0.164806206  0.211986250  0.1483426482 -0.291906648
# V21  0.122556167  0.023238680 -0.086856873 -0.0261495530 -0.130736223
# V22  0.032798042  0.130033972  0.004507471 -0.1534836709  0.059891249
# V23  0.024229790  0.078101149 -0.021303446 -0.0756255202 -0.027654264
# V24 -0.153289363  0.088148407  0.087159448  0.1161275408  0.053561317
# V25 -0.215043611 -0.129865054  0.104082458  0.0099350562  0.011187730
# V26 -0.058047511  0.174983528 -0.107423247 -0.0466140561  0.100986062
# V27  0.015637429  0.108138870 -0.073086845 -0.0098963816  0.116167644
# V28  0.085691630  0.059531006 -0.071304703  0.0464700756 -0.007848868
# V29  0.209918190 -0.096939180 -0.146418298 -0.0233856290  0.026266888
# V30  0.021126113  0.057692563  0.134546896 -0.1304542979 -0.036982011
# V31  0.089480115  0.076820990  0.049297467 -0.0019747700  0.088103336
# V32  0.004105697  0.127864179  0.106212703  0.1545033970  0.026643859
# V33  0.171568867  0.131455330  0.103700586 -0.0371089163 -0.004966953
# V34 -0.048621996 -0.076296047 -0.027815695 -0.0814059240  0.142343122
# V35  0.166185355  0.012473699  0.126488269  0.0113517415  0.046144175
# V36  0.016373727 -0.112624202 -0.048696913  0.0640273803 -0.199267254
# V37  0.039964583  0.003480451  0.075790298  0.1044805288  0.115327334
# V38  0.085440388  0.272418264  0.013336835  0.1794316176  0.020106478
# V39  0.115097078 -0.006745936 -0.025861324  0.0394435413 -0.041840606
# V40 -0.063264502  0.052364959 -0.184966091 -0.1511813028  0.007504620
# V41 -0.146906847  0.083836772  0.057866560 -0.0946293853  0.130338694
# V42 -0.019816853 -0.112413372  0.073913594 -0.1986582147  0.036327455
# V43  0.012328972 -0.057939989  0.006325920 -0.0774931159 -0.041063133
# V44 -0.080075530  0.157963227  0.019594659 -0.0030034895 -0.103584476
# V45  0.018397645  0.103464530  0.054690528  0.0862441016  0.056393658
# V46 -0.103156415  0.121778982  0.129688686 -0.1055416538  0.079356588
# V47  0.013212686 -0.038761757  0.069841158  0.0587898364 -0.050598723
# V48 -0.048876914 -0.049487936 -0.083446444  0.1247644930  0.310900184
# V49 -0.080461076  0.087089463  0.056074041 -0.0270345655  0.054061030
# V50 -0.051218420  0.164069601 -0.038948481 -0.1380801250 -0.162711280
# V51 -0.173056677  0.016453373 -0.180546527  0.0341800351 -0.114614770
# V52  0.039187259  0.026556676 -0.118154262  0.2231273003  0.118936125
# V53 -0.008415479 -0.101963112  0.146221802 -0.0368267265  0.031726525
# V54 -0.025193847 -0.089475433 -0.128889068  0.0195562115 -0.048148827
# V55  0.012106478  0.039705518  0.052246903 -0.1096069556  0.153465791
# V56  0.079821413  0.219259059 -0.016243511  0.0692086639 -0.003137758
# V57  0.095200962 -0.028294545 -0.045690525  0.0942934287  0.023025768
# V58  0.183003883 -0.218306528 -0.093351046  0.0017154286  0.015885545
# V59  0.129651665 -0.135417376 -0.038894706  0.0736397792 -0.049994190
# V60 -0.050761894  0.012252327  0.265043954  0.1465919582  0.080415140
# V61 -0.043482301  0.130764032  0.139369862  0.0987837073  0.118523957
# V62  0.133104510  0.087095098  0.075676649  0.0113076250 -0.079834302
# V63 -0.025120027 -0.289940849  0.192654076  0.0004260299  0.042579246
# V64  0.187578752 -0.109752050 -0.166930149 -0.0639517561  0.007817833
# V65  0.065966598 -0.064138208  0.070711787 -0.1758466186  0.117531524
# V66 -0.010067118 -0.008082953  0.061069324 -0.0978546876 -0.013568310
# V67  0.068486373  0.052052172  0.263757280  0.1306908990 -0.034314465
# V68 -0.085735569  0.123957608 -0.104592557  0.0811623987  0.091715893
# V69 -0.296606591  0.043113259 -0.009189596 -0.0794628395  0.093272929
# V70  0.141478731 -0.080259845  0.090307784  0.1098639942 -0.048758534
#             PC56         PC57         PC58         PC59         PC60
# V1   0.014697961  0.066967705  0.155274333 -0.051150739 -0.247339252
# V2  -0.021932227  0.020796479  0.080094317 -0.089205850 -0.009642368
# V3  -0.180043236  0.009870877 -0.247684328 -0.172536026 -0.155123144
# V4   0.275351054  0.163227701 -0.129192010  0.242768572  0.014626304
# V5   0.020423576  0.260388366 -0.211834943 -0.076037090  0.007116542
# V6  -0.033021935  0.007373056  0.111981869  0.297874021 -0.018066846
# V7   0.109725054  0.074806039  0.163844665  0.178164284  0.281467565
# V8  -0.094306902 -0.117832819 -0.028809747 -0.020480762 -0.148725484
# V9  -0.008212663  0.084137845  0.114219887 -0.087229017 -0.196192905
# V10 -0.190167646 -0.163874355  0.294804705 -0.108711305 -0.085263597
# V11  0.095429055 -0.122422122 -0.154250379  0.107392512 -0.028591642
# V12  0.184708624 -0.072571259  0.042711713 -0.142874439  0.094730311
# V13 -0.134122302 -0.040335044 -0.207071059  0.043731048 -0.117732768
# V14  0.030158162  0.028275554 -0.023086767 -0.288990270  0.072362241
# V15 -0.015005205  0.046948539  0.026898126  0.095230322  0.181020283
# V16 -0.178044270 -0.039756556  0.009701496 -0.029304478  0.072983015
# V17  0.092480883 -0.411803214  0.108986298 -0.066793655  0.136040635
# V18 -0.026683578  0.136323859 -0.027128867  0.207393146  0.136249022
# V19  0.021071982  0.135847612  0.104876068  0.035572810  0.164652093
# V20  0.008608420  0.217175652 -0.160782476 -0.094999118 -0.059739039
# V21  0.029172224  0.019401475  0.241778210 -0.033714454  0.064175033
# V22 -0.212059719 -0.047794259  0.076107497 -0.064662911  0.143689021
# V23 -0.125774090 -0.165569253 -0.080453351  0.126223050  0.049904230
# V24 -0.100405595  0.020408743  0.159872154 -0.029779312  0.090910611
# V25  0.160497481 -0.005835098 -0.011605437  0.071426133 -0.075091451
# V26  0.163063330  0.071067641 -0.042642475 -0.049094376  0.047524910
# V27 -0.139754383 -0.045862082 -0.028355378  0.007384302  0.141084916
# V28  0.043518482 -0.208558913 -0.092525142 -0.064041807  0.154184426
# V29  0.037847434 -0.035244171 -0.089457610 -0.161924694 -0.111167005
# V30 -0.185010231  0.040757222  0.004109473  0.082305489 -0.110963420
# V31  0.068908851  0.040269998  0.052987061 -0.060575196  0.073934231
# V32  0.113263571  0.128677513  0.037401576  0.125552941 -0.116214350
# V33  0.164916475 -0.094654399 -0.053354224 -0.021353205 -0.082528452
# V34  0.042206994  0.061374393  0.093711558  0.052654887  0.080133465
# V35  0.089592328 -0.167772883 -0.061033748  0.126252846 -0.212503872
# V36 -0.204464146  0.001950742 -0.180126254  0.142700560  0.082229817
# V37  0.117558085 -0.148046634 -0.047776412  0.045467344 -0.122269586
# V38  0.049310018  0.315504301  0.166478151  0.056206996 -0.068520542
# V39 -0.155731719  0.011365532  0.064086200 -0.055988094  0.040641882
# V40  0.046487246 -0.002863484 -0.124791249 -0.317279750 -0.111769024
# V41  0.045105477 -0.163983087 -0.180556145  0.086163707  0.154613823
# V42 -0.108004100 -0.223935162  0.024550054 -0.089589316 -0.008746562
# V43  0.011818615  0.057578484 -0.016158177 -0.267358921  0.182823062
# V44 -0.156876902  0.077974221  0.044725494 -0.045334252 -0.077835239
# V45  0.064875029  0.119856309 -0.250010697 -0.064323968  0.141986484
# V46 -0.083502103 -0.080394597  0.117530171 -0.002082308  0.063367633
# V47  0.035157165  0.110359676  0.165827824 -0.145197884 -0.108734548
# V48 -0.141859202 -0.116968342 -0.073329071  0.163106219  0.108580899
# V49  0.063847729  0.112791704  0.119832242  0.013048925 -0.099400357
# V50  0.194923723 -0.070634616  0.039828405 -0.095390999  0.087695187
# V51  0.102435755 -0.165139988  0.023887723  0.079472524 -0.087898141
# V52 -0.135141087  0.113395651 -0.278230748 -0.120476221  0.124037627
# V53 -0.059866532 -0.077503343  0.117571344 -0.030508003 -0.073970760
# V54  0.163478346  0.009952481  0.041214711 -0.105331309  0.118366116
# V55  0.027338337 -0.035880273  0.118370309 -0.063011823 -0.027341304
# V56 -0.154579414  0.047686718  0.004406915  0.087809489  0.096196761
# V57  0.116226036 -0.079850411 -0.113723787  0.150705068  0.102651103
# V58  0.060564034 -0.003233005  0.026972601  0.043179406  0.109191531
# V59 -0.240165668  0.068180172  0.209836048  0.066801872  0.079920089
# V60  0.030383101 -0.054109615  0.061178715 -0.205002937  0.075245379
# V61 -0.123228046 -0.014958092 -0.014017379  0.035711883  0.044408189
# V62  0.125314953 -0.004504725  0.138057673 -0.037055615  0.080124241
# V63 -0.040679904 -0.191587231 -0.071008289  0.095042808 -0.153719733
# V64 -0.022347285  0.155900280 -0.009664313 -0.021799511 -0.000315107
# V65 -0.040336784  0.099799563  0.066759593  0.010474283  0.113133046
# V66 -0.203064812  0.049827925 -0.038552742  0.101806497 -0.008901929
# V67  0.117321751 -0.075252972  0.043225896  0.047756735  0.056440088
# V68  0.194975650 -0.069939319  0.011524214 -0.055052122  0.026464939
# V69  0.066408100 -0.056890583  0.040300167  0.077553076  0.111868546
# V70 -0.060932166 -0.002073487 -0.079015082 -0.187408371  0.354019673
#             PC61          PC62          PC63        PC64          PC65
# V1  -0.070805844  0.1602833429  5.672741e-02  0.09982265  0.2084859631
# V2  -0.291345203  0.0166008028 -2.003726e-01 -0.09861776 -0.0052264060
# V3  -0.023282161 -0.2067586564  7.740034e-03  0.02441403  0.1512921272
# V4   0.210652589  0.1263946090 -1.819707e-02 -0.13228058 -0.2697728342
# V5  -0.095498400 -0.0312938037 -3.558137e-01 -0.16875508 -0.0003852631
# V6  -0.327718423  0.0706874404  3.239578e-01 -0.07228974 -0.1179947583
# V7  -0.032997955 -0.2430621372  3.683260e-02  0.10055750 -0.0709684175
# V8   0.040186165 -0.1472832158 -3.595295e-02  0.02565518  0.0117728444
# V9   0.074775704 -0.0271941109 -2.878938e-02  0.14079941 -0.3380097552
# V10 -0.126451825  0.0857082863 -2.525786e-01 -0.04100067  0.0763079762
# V11  0.010853295 -0.1433068672 -1.883657e-01  0.01359281 -0.0907484411
# V12  0.224472719 -0.0420932076  2.074599e-01 -0.49139971  0.0485613825
# V13  0.283189481  0.1180231652 -4.088642e-02  0.10709336 -0.0162557533
# V14 -0.108431754  0.3382133690  1.859079e-03  0.16811930  0.1604840795
# V15 -0.033250890  0.1532117374 -7.440696e-02  0.29000417 -0.0739712847
# V16 -0.046659913  0.0326060002  1.474667e-01 -0.10702014 -0.0508731003
# V17  0.037728500  0.0232865712  1.534592e-02 -0.09808644  0.0744903916
# V18  0.051698126  0.0001894082  2.589193e-02  0.00566029  0.2907550023
# V19  0.200970135 -0.2314579814  2.458160e-02  0.12497437  0.1184968900
# V20  0.062274771  0.0010500650  2.644599e-01  0.02858215 -0.0274814488
# V21 -0.044505232 -0.0276469890 -1.156073e-01  0.06042275 -0.1034971288
# V22  0.225455431 -0.1854466193 -6.905923e-02 -0.06301776 -0.0310003130
# V23 -0.058529552 -0.0110561322 -9.061508e-02  0.02955880  0.0623188239
# V24  0.220906691  0.0255375268 -9.722095e-05 -0.04662891 -0.0454219834
# V25 -0.020371900 -0.1026194432 -1.315489e-01 -0.03715912  0.0776709995
# V26 -0.038452566 -0.1525202178 -8.686145e-02  0.07686898  0.0767126761
# V27 -0.158539213 -0.1441144431  1.683421e-01 -0.06962420  0.0511905297
# V28 -0.084839167 -0.0898440236  6.066433e-02  0.07907129 -0.0415818985
# V29 -0.118610464 -0.1304381869 -1.747078e-01 -0.05047939 -0.1212101226
# V30 -0.004097640  0.0522044289  6.204102e-02 -0.07927485  0.0524008875
# V31 -0.044541424 -0.0631678745  8.190815e-02  0.19151391  0.1921496252
# V32 -0.015162220 -0.1333338923 -7.027552e-03 -0.10066525  0.1616915038
# V33  0.243599047  0.0068376051  1.778063e-02  0.14857084  0.1558929701
# V34  0.143299138  0.0201968209 -3.104772e-02 -0.05705540  0.1021555495
# V35  0.097500488 -0.0445760499  5.889913e-02  0.02827966  0.0699004920
# V36  0.015037573  0.0101067438  4.856344e-02 -0.05697734  0.1558041088
# V37 -0.115713834  0.1228630841  9.338174e-02 -0.05220300  0.0472864362
# V38  0.104559820  0.1239995396 -2.603974e-02  0.03005715  0.0447888089
# V39  0.085737184  0.1146907119 -8.753763e-02 -0.09254979 -0.2521699842
# V40  0.034581712 -0.0082102297  9.282281e-02  0.05864559 -0.1120026326
# V41 -0.068284953  0.0019480799 -4.499038e-02  0.04160979  0.1782524132
# V42  0.226031272 -0.0591660746 -2.559743e-02 -0.01690094 -0.0510630158
# V43  0.005624538  0.1618527532  1.303077e-01 -0.13609255 -0.1358125765
# V44  0.012120530  0.0251899592  8.854626e-02 -0.12890804  0.0962597076
# V45 -0.080411039  0.1552378115  6.829071e-02  0.15162514 -0.0226136793
# V46 -0.116196757 -0.0486505631  1.639698e-01 -0.01084978 -0.1119723417
# V47 -0.007385761 -0.1224712731  2.441384e-01  0.03289981  0.1272976909
# V48  0.013155190 -0.0145775679 -5.357518e-02  0.07636202 -0.0142556122
# V49 -0.071142841 -0.0997227896  8.248564e-02 -0.04463753  0.1133111389
# V50 -0.161909338 -0.0504166116 -2.906599e-02  0.02210916  0.0835892277
# V51  0.130597224  0.1045520213  4.631151e-02 -0.10247639  0.0703082380
# V52  0.004935361  0.0192966640  5.221127e-02 -0.05450585 -0.0320522646
# V53 -0.020323728 -0.1091684275  1.367939e-01 -0.02200641 -0.0104179677
# V54 -0.057166212 -0.0452914241 -1.007375e-01 -0.01460594  0.0197965886
# V55  0.002182545  0.1842022575 -5.624585e-02  0.02057001  0.1260775348
# V56  0.025048076 -0.0490156914  4.229553e-02 -0.06177984  0.0076314742
# V57  0.011508372  0.0503540123  2.872314e-02  0.11063472 -0.0247514780
# V58 -0.132937823  0.0297490040 -6.676082e-02 -0.01605452 -0.0824430628
# V59  0.097518054  0.1455313560 -8.004320e-02  0.15511171 -0.0002193740
# V60  0.151063879 -0.2267476828  1.106300e-01  0.33127524 -0.0704945527
# V61  0.035621788  0.0467499774  1.637767e-01  0.01697504 -0.1068457502
# V62  0.176590891  0.1107953596 -1.247118e-01  0.13134171  0.0516499456
# V63  0.004405005  0.2204386575  2.263034e-02  0.14558556  0.1011693440
# V64 -0.103393359 -0.0500938652  9.488316e-02  0.06416715  0.0199033934
# V65  0.122384861  0.0666940337 -1.474836e-01 -0.22876458  0.2822621650
# V66  0.076632131  0.0898975646  4.066124e-02  0.07249474 -0.0004735455
# V67 -0.002628139  0.1943937291 -5.335860e-02 -0.13120845 -0.1856762138
# V68  0.073195765  0.2168872660  2.087464e-01  0.01902841  0.0311143876
# V69 -0.060563895 -0.0409349808  8.839628e-02  0.09680083 -0.0800993261
# V70 -0.016212376  0.1348029857 -6.481819e-03 -0.04161690  0.1449787978
#             PC66          PC67         PC68          PC69         PC70
# V1   0.010448813 -0.2877990638 -0.100019154  0.3932708490 -0.079672126
# V2   0.011176259  0.2215350236 -0.024622514  0.0862294594 -0.027165458
# V3   0.097071302  0.1678096623  0.075140867 -0.2955319413  0.101474081
# V4   0.099008390  0.1012092721 -0.169357026 -0.1792974707 -0.084381817
# V5   0.054128410 -0.2733247010 -0.090962863  0.1642997834  0.131472557
# V6   0.046400163  0.1321490888  0.004233182  0.0290936661  0.095146754
# V7   0.311370239 -0.0774603224 -0.162077705  0.0673271827  0.012877043
# V8  -0.395412825 -0.0007830779 -0.338824172  0.0313607703  0.064339439
# V9   0.052165622 -0.1686103785  0.113511683  0.0620543676  0.159166357
# V10  0.087123724 -0.0830734042 -0.175812605 -0.0859556188 -0.197705579
# V11 -0.123793853  0.0661223189  0.432452338  0.2127085271 -0.034899936
# V12 -0.002166383 -0.1749919964  0.059431157  0.0098704428  0.149768844
# V13  0.083260330 -0.0074863805  0.099293993 -0.1569241429  0.189467116
# V14 -0.046941266  0.2890252107  0.109914490  0.0582894333  0.304482307
# V15 -0.235833938  0.0207005110  0.038150783 -0.0501448856 -0.285225551
# V16 -0.112508066 -0.0700362921 -0.010459122 -0.1937610977 -0.006884247
# V17 -0.001549783  0.1280223037  0.163060836  0.0398385245 -0.154824152
# V18  0.142982845  0.0735164977  0.054642086 -0.2020341656  0.013870295
# V19 -0.140854330 -0.1604127384  0.202038407 -0.0082230803 -0.016170364
# V20  0.096846280  0.1923643565 -0.095898582  0.0312610325 -0.219727676
# V21  0.129100151  0.0124380249  0.039437005 -0.1420274311 -0.010155224
# V22  0.099757078  0.1022260842 -0.158458614  0.1256767810  0.044289461
# V23  0.104000997 -0.0341284054 -0.148951152 -0.0365923820  0.075345695
# V24 -0.007228479  0.1407231793  0.172301318  0.1352032479 -0.088687199
# V25  0.239904230  0.1024867437  0.002362731  0.0174414563 -0.072926407
# V26  0.028135084 -0.0180516280 -0.035213046  0.0524143402 -0.339826735
# V27 -0.085764567 -0.1404232112  0.059863527 -0.0566538984 -0.095168295
# V28 -0.016139571 -0.0944071907 -0.128474379  0.0733290830  0.025586004
# V29  0.105496834  0.0280885203  0.161321672  0.0163764683  0.041715848
# V30  0.024378741  0.0890452792 -0.056895723 -0.0843301272 -0.076983292
# V31  0.080855606 -0.0396752077  0.076422732 -0.0533802470  0.149042980
# V32 -0.211919404  0.1147696553 -0.065267382  0.0819008805  0.192230714
# V33  0.132868344  0.0092278704 -0.053203336  0.0595719113 -0.091432837
# V34  0.080765614  0.1074780128 -0.119489177  0.0136432441 -0.062190833
# V35  0.029582473  0.0091584150 -0.068748591  0.0359487431 -0.063936688
# V36 -0.039030962  0.1235271017  0.018753808  0.3628023490  0.022098687
# V37  0.068170287 -0.0356508709 -0.086548464 -0.0501665401  0.061831099
# V38 -0.056249925  0.0697454135  0.080642011 -0.0096556504  0.087437478
# V39  0.083906788  0.1344547140 -0.020314831  0.0174332983  0.022155125
# V40  0.146899715  0.0449906952 -0.207584104  0.0685573723 -0.043773269
# V41  0.005877403 -0.1396685682  0.031898659 -0.0685897498  0.052890042
# V42 -0.078414990  0.0900942529  0.004958197 -0.1144195413 -0.154250154
# V43  0.036236681 -0.0017746719  0.086377622  0.0592404324 -0.014284810
# V44 -0.030020162 -0.0731871648  0.091788432 -0.0115890071 -0.028779568
# V45  0.109885388 -0.0479476809  0.029213957  0.0623671482 -0.210329325
# V46  0.053321940  0.1191369532  0.135403375  0.0298271179 -0.014879336
# V47  0.089718787 -0.0395724313 -0.044155888  0.0214849949  0.081466150
# V48  0.158921730  0.0347150255 -0.028728419  0.2843029705  0.094905928
# V49 -0.008772640 -0.1039908527  0.200998613 -0.1161727559 -0.062417438
# V50 -0.126920497  0.0383135507 -0.037963511 -0.1410228872 -0.019062882
# V51 -0.069619446  0.0380604534 -0.055311065  0.0008577533  0.154828340
# V52 -0.062187676 -0.0866669005 -0.078802081 -0.0830172420 -0.161426219
# V53  0.290794747 -0.0326726749  0.113558148  0.0095759220 -0.054649948
# V54  0.002996674  0.1598609995 -0.125182498 -0.0267225603  0.076940894
# V55  0.075311136  0.1467444523 -0.137930923 -0.0107402131 -0.001532093
# V56 -0.033856856  0.0315468647 -0.194417648  0.0396780844  0.072876223
# V57 -0.126231194  0.0457344348 -0.010541532  0.0433935109  0.124449937
# V58  0.045451463  0.0836725463  0.003910356 -0.0601411226  0.133898508
# V59 -0.094923898 -0.0874554134  0.028383956 -0.0305118504  0.008698865
# V60 -0.074185106  0.0907266902 -0.146955428  0.0263063550  0.105475650
# V61 -0.004255897 -0.2128235943 -0.092499376  0.0679071097  0.009223400
# V62 -0.001201838 -0.1277026741 -0.020132428 -0.1272084626  0.156262533
# V63  0.206641517 -0.1986405275  0.037390371 -0.1737454938 -0.061124426
# V64 -0.192130659  0.0555841263 -0.083132107 -0.1710594037 -0.060477581
# V65 -0.004083739  0.1133725796 -0.077421286  0.0147131573 -0.146651155
# V66  0.137079946  0.0683810018  0.064728276  0.0847951779  0.071032926
# V67 -0.106395039 -0.1814490810 -0.059690720 -0.0851852262  0.010580810
# V68 -0.106430688  0.0431889965  0.003333632  0.1868083268 -0.132524519
# V69  0.033136824  0.0459173797 -0.142767465 -0.0331200941  0.181982629
# V70  0.110445430 -0.1839405022  0.003383315 -0.0146849752  0.142634354
# 
# $variates
#             PC1          PC2          PC3         PC4         PC5         PC6
# 1   1.104479533  0.914259574 -2.315828924 -1.16580843 -2.50876516 -0.16648630
# 2   0.940159385  1.066220896  0.085707916  0.77731082  1.20430493 -1.15068437
# 3   1.473449307 -3.750996064 -0.563946964  3.72498761  0.57676955  0.30917743
# 4  -1.633545087  2.553473748  1.113009018 -0.90836169  1.19314092 -1.43396416
# 5  -0.426474839  0.121321962  2.014540085  0.28926422  0.90579113  2.59148473
# 6   1.369413927  2.372204475  3.348157206  1.48072501  0.49592739  1.93100917
# 7  -0.031378941  2.171956925 -0.004909655  2.53926671 -1.65901852  0.21479610
# 8   4.586512526  1.545908006  0.438152923  1.15117352 -0.74990171 -0.88356749
# 9   1.891205498 -0.004826902  1.962136255 -2.20849210 -3.00020610  1.15838781
# 10 -2.854751460 -0.978927738  1.827254543 -0.37637889 -0.22631129 -2.33738490
# 11 -0.804696130 -0.999330703  1.356331442  0.41121643  1.19988255 -0.70943063
# 12 -6.434297701 -1.910408813 -2.598329909  0.49617385 -2.84011802  0.60128823
# 13  5.961654013  2.214773001 -0.709245029 -0.86492158  1.47751943  0.14355990
# 14  4.308505066  1.076845641 -0.816372646 -2.01814130  0.69411997 -0.77482186
# 15  0.435397642  0.695447496  0.462292107 -0.30723007 -0.63353290  0.63499797
# 16 -0.960665998 -1.048570105  0.213509546 -2.07495345 -0.74579733 -0.58499822
# 17  4.943176323 -1.414122402 -0.719899720  1.24717561  2.35400095 -1.46337787
# 18 -1.786292715  0.025515063  1.620057925  0.04117828  1.12875852  2.54581374
# 19 -0.277118811 -0.258803209  1.821544795  0.79130460  1.14673412  2.38728356
# 20 -3.660519133 -0.556119388  0.587835137 -1.77710894 -1.75971869  0.77530329
# 21 -1.249610554  3.513652198  0.702421342  1.49827469  0.46903370 -3.73120554
# 22  4.887631029 -1.658024202  2.748373124  1.80756736  0.42242330 -2.46800679
# 23 -0.002128632  0.166415427 -0.911497859 -1.64242315  0.49900212  0.04892844
# 24 -5.232666747  1.273705358  0.089606307  1.20043793 -2.48652085 -0.37733110
# 25  2.399008242  2.833399298 -4.545816113 -0.44338072  0.49649204 -0.30689850
# 26 -1.135606035 -1.207360831  0.181778969  1.04927570  1.00018552 -0.95036489
# 27 -2.742038295  1.273100858  1.957844991  1.33628076  0.39800434 -0.24151985
# 28 -2.154951926  2.845661218  2.562134704 -2.36065834  0.84162503 -1.36532777
# 29 -0.891941990  1.258166846  0.452432867 -2.33632026  4.11284914 -0.07553296
# 30 -1.105582465 -1.308533209 -0.828355592 -2.09536422 -0.79801871 -0.75540903
# 31  3.023826528 -1.376241915 -1.464618630 -0.53517321  2.65054946 -0.77585707
# 32 -6.093089290  0.727643804  0.436895649  1.37773886  0.49419417  1.02408951
# 33  4.130758967 -1.462818802  0.844815260 -1.66627448 -0.26732815 -3.17968656
# 34  0.524903663 -2.136148519 -1.922857943  1.81305252 -1.69735512  2.99267963
# 35  7.087187440  0.162392180  3.385279402 -1.41607812 -0.33885550  2.10579863
# 36  6.864954823 -1.946114223 -1.896533763  0.81067286 -0.75527664 -0.97075691
# 37  7.246417378 -0.016165930  0.643688910  2.75454826  0.35940502  1.82476094
# 38  0.451944384  0.174421770 -1.305818126  0.77946973 -1.69970606 -0.37239913
# 39 -0.770155941 -3.243279852 -0.282224978 -0.67744445  0.02130171  2.06804641
# 40  5.601503685 -1.043626944  0.380549091  0.65443088 -0.10302754 -0.62272894
# 41 -3.763994457 -0.839503101 -0.556357186 -0.20000505  1.53064594  1.36404079
# 42 -1.883027365 -0.924728675  0.892836235 -2.13024210 -2.56761274 -3.17786610
# 43 -0.863620997  0.914440264 -2.462687982 -0.14226065 -1.28688335 -2.05188960
# 44 -1.974202290 -0.491703112 -0.592171507  0.13717885  1.70171551  2.13391244
# 45 -3.474200147 -0.147440734  0.390083733 -0.68282052  2.60846341 -1.60832702
# 46  3.257776719 -0.882924823  0.701056848  0.26737917 -1.15278141 -2.11606869
# 47  0.902213394  1.597312174 -0.435169735  1.95928725  0.04850540 -0.32914997
# 48 -3.695847592  0.562498159  0.576529397 -0.68261252  0.95563394  1.40774433
# 49  2.189322250 -1.658506500 -1.323095349  1.31568786 -0.34922930  0.70484986
# 50 -5.839568401 -0.949850835  3.689012863 -0.07987114 -2.89035255  0.88555519
# 51  1.608658179  2.192720686 -1.629660419 -1.28203680 -1.81898514  1.40246935
# 52 -0.192520540  0.810719970 -2.439437644  2.71490882  1.24563971 -1.20359343
# 53 -3.739262501 -2.062591602 -1.412673696  4.72057819  1.73166061 -1.03576676
# 54 -1.911161490 -1.974571837 -0.958468689 -0.84334641  1.49088666 -0.51532212
# 55 -1.568627352 -0.896320087  0.854201391  0.98997227 -1.02185108 -1.75272097
# 56  9.047397750  1.632765821  0.360889883  3.59161712 -4.11794462  0.90509030
# 57 -3.753003431  0.734375997 -1.976634846 -0.15504545  0.91955539  0.06636975
# 58 -5.524892367  0.308693569  3.034583103 -0.68838475 -1.02187302 -0.49708011
# 59  5.164853756 -0.563369860  0.383625998 -1.50311722 -0.46767759 -1.55311749
# 60 -0.876690246 -1.662741892  1.086393794  0.45254117 -2.20580166  0.34315266
# 61 -1.381908188 -0.134543011 -0.720553727 -1.50831924  0.75873227 -1.60356782
# 62 -1.667176541 -3.451331100 -1.039705110  0.32989167 -0.23503879  1.54289185
# 63 -2.222068968  1.903536963 -2.497124179  0.91585175 -3.54139378 -1.87198482
# 64  1.355062006 -0.766724218  1.865775313  1.49195149  1.08748609  0.27333792
# 65  0.332257006 -0.798299336 -2.181975939  0.37578935  0.39899777  0.37332520
# 66 -1.801438935 -1.601094818  0.597420316 -1.79521739  0.85886970 -1.73831148
# 67  5.577281264  0.017385000  1.204669843 -1.40270044 -1.99872597 -0.35452527
# 68  0.337392933  0.367702661 -2.476740837 -1.43779474 -0.21028353 -2.63681986
# 69 -2.426427392  1.598739311  1.735937990 -2.13723686  0.12724932 -1.50601679
# 70 -4.334157919 -2.380063436 -0.530685833  2.37425263  0.59361432 -2.03813652
# 71 -0.473146911  2.043017334  2.064460536  2.44172492  0.90838461 -1.41842269
# 72  4.584146118 -3.356034262 -1.856349175 -3.66410887  1.37743688  0.26581882
# 73 -1.858102918  0.440446799  1.727508106  0.09660960 -0.03443892  2.71880867
# 74  1.842808347  1.032222877  2.220171418  1.90235092  0.93786748  1.61802808
# 75 -5.314015455  0.986298285 -0.870686061 -1.67941745 -1.39371767  2.05124208
# 76 -3.442323877  0.824755474  0.220167685 -0.42017992 -2.28628325 -0.69221335
# 77  2.720241023  0.670710441 -0.080663687 -0.77725051 -0.97226667  0.11344784
# 78 -2.105689008  1.224239346 -0.422990428 -0.06043484  0.12505702  1.22463842
# 79  0.368444289  1.062053749 -0.029071133 -0.61224095  1.80048997  0.43702676
# 80 -2.059554630  3.299908737 -0.290255338  2.03084802  1.57903095 -0.26583442
# 81 -2.759694028  1.098772715 -1.282609208 -1.32194275  1.41043824  1.08568810
# 82  0.637070477 -1.227220863 -1.384898912 -0.72336738 -3.13332607  0.91137889
# 83 -1.369914895  1.710282312 -1.852479437  0.86683447  0.49697791  1.07705180
# 84  8.219701810  0.281015813  0.606039164 -1.25053381 -0.36277332  1.86012791
# 85 -0.588549958 -2.606044753  1.399979685  0.81073419  2.46190825 -1.21208881
# 86  0.117830133 -0.464982897 -0.146556187 -1.04534515 -1.05673703  2.17500245
# 87  2.136313847 -1.773014525  1.533604516 -3.11263800  1.10426196  0.81317346
# 88 -6.032277777  2.378279307 -2.611973733 -0.42363530  0.49650853  1.97897946
# 89  5.316107752  2.394428431 -3.173840410 -1.29081176  2.81287739  2.64556638
# 90 -5.802389147 -3.139781914 -0.259525092  0.10991544  0.68452554  1.14044070
#            PC7         PC8          PC9         PC10        PC11        PC12
# 1   0.93967615 -2.59756427  1.543775843  0.755583242 -0.25470436 -2.09791948
# 2   1.13560064  0.67368580 -2.087529317 -0.039664782 -2.12175986  1.18747563
# 3   1.30845791  1.61256225 -0.089999293 -0.328709068  0.70600285  2.23254766
# 4  -0.49233452  0.15885653  3.122038242 -0.185016785 -1.51514589  1.20247597
# 5  -3.37529018  1.07921941  0.033633068 -0.244619615  0.73225676  2.86740769
# 6   0.24324333  0.61428671 -0.481011174  0.225128359 -0.99496937  0.58836969
# 7  -0.43611426 -1.70550390 -1.983215826 -1.534191981  0.23078749  0.46209746
# 8  -0.83502104 -0.45755178 -1.587045606  1.352583908 -1.30282733  0.21986231
# 9  -0.54073936  0.01515130 -2.429948850 -0.920568113  1.52486999  0.92380868
# 10 -1.85665888  0.31614664 -0.941507078  0.133646094  1.77944319  0.28533268
# 11 -0.78536636  1.17181079  0.659803988  0.669071900 -0.23493715  1.37446663
# 12  2.58966241  0.18065907  0.344702565 -0.373965091 -1.12655243  1.98731035
# 13  0.28292506 -0.44900067 -0.763140957  0.540288490  0.40049152 -0.15826272
# 14  0.37014862 -0.54058869 -1.124061638 -1.410428414 -1.71223725  2.63770421
# 15 -0.24996943 -0.05716192  1.179566109  1.689866251  0.95457737  1.83599757
# 16  2.45363526  2.12598065  0.268375565  2.176350275  0.80438193 -0.09017123
# 17  0.29998504 -2.79040047 -0.328234142 -3.057153718  0.48742857  0.70722479
# 18  3.63039316 -0.51153853  2.180505059  0.128130144 -0.77748258 -2.68881534
# 19  0.58385088  0.47035589  2.293524409 -0.596938223  1.39413203 -1.75653078
# 20 -2.20346202 -0.93855983 -1.442909073 -1.124113093 -1.27955185 -0.49999746
# 21  1.85816366  1.82785829 -0.916559152  0.118853928  0.45333876  0.89915584
# 22  0.70392245 -1.75505390  2.226524650  1.622230425  1.04880546 -0.26452604
# 23 -0.01094747  0.75818747 -0.086632346  2.160774015 -4.19163529  0.22760995
# 24 -1.82324547 -0.95833958 -0.585180801  0.963694962  0.08963289 -0.51682043
# 25  0.68456413  1.63266140  1.684148136  0.741816989  1.46629357  2.17459994
# 26 -2.07152112 -1.31823006 -0.495144359 -0.257689515 -0.32876930 -0.47861377
# 27  0.52290207  2.47400099 -0.508752369 -0.928321126 -2.01193201 -1.43274479
# 28 -0.07513247 -0.39723820 -0.164097241 -0.916332315  0.50578279 -3.67873143
# 29 -1.66617343 -0.39649753  2.307328667 -0.169580959  1.50387912  0.55059432
# 30 -1.11290272  1.62899404  0.419417799  1.094675618  0.53129213 -0.11418144
# 31  1.75115740  0.09911415 -2.593452960  2.749858729  1.02615570 -0.40185198
# 32  0.09615025 -0.05827628 -0.327197727 -0.492637987  1.37896185 -0.05954335
# 33 -1.60213237 -0.69851132  0.368793572  0.429465251  1.48521184  0.22085177
# 34 -3.04440308 -2.49895968  1.505344328  2.386072679 -0.62231908 -0.31654180
# 35  1.55196462 -1.01344941  1.392505539  1.313878291 -0.14688662 -1.13076927
# 36  0.29865139 -0.29541902 -0.775095680 -1.494317881 -1.62102118 -0.36232827
# 37  1.50484761  2.00805366  0.308926122  0.240175068  1.70620790 -1.38616245
# 38  1.49741101 -1.87964569  1.850409828  1.873146288  1.97977155 -1.74621786
# 39  2.27892001  1.67031918 -1.195298256  1.041549448 -0.36442247 -0.83037701
# 40  2.10330254 -0.33383650  1.892643896 -1.356550305 -1.12605919 -0.68090614
# 41  1.76689088 -0.38682491 -1.360277756 -0.322198830 -2.13438057 -3.53891645
# 42 -0.54794458 -1.06448116  0.341378096 -1.290606623 -1.13833875  0.22217879
# 43 -0.10928332  4.07313363 -2.336341008 -0.588486438  1.94486769 -1.90998504
# 44  2.61494787 -0.63813484 -0.850816732 -0.714977692  0.21307597  0.66994213
# 45  0.02170284  1.17200166  0.021758853 -2.786442866 -0.21605688  0.42457618
# 46  0.64104957  0.41196691  0.552925676  1.427447090  0.13876580 -0.04946972
# 47  1.26048811 -1.88751294  0.864797106  0.231199432  0.68450320 -1.21375100
# 48 -2.73411079  0.35398907 -0.334194988  2.559777336 -0.80462720 -1.10460641
# 49  0.29844831 -0.66578153  1.177200183 -1.063842591  0.07943091  0.41595840
# 50  0.76793596 -1.64802178  0.587684620  1.225530976  0.98539247 -0.07088186
# 51 -2.39106833 -0.16290896  0.852997205 -2.161131237 -1.54738626  0.35659529
# 52 -1.88686383 -0.30392868 -0.005640578  1.066302777  0.81588694 -1.32243953
# 53 -1.49965880  2.60620161 -1.668175385  0.453207730 -0.66388649 -2.78251849
# 54 -0.27944308 -0.99077191 -1.039571299  0.268909796 -0.89018882  0.34799047
# 55  1.60324943 -0.85196844 -1.274873877 -0.442730193 -4.50943980 -0.48934882
# 56 -2.58997612 -0.83660925 -0.290841800 -0.155561130 -0.39350133 -1.00310896
# 57  0.04620506  0.09398635  1.250962254 -2.297946682  2.38361831  0.59076639
# 58  0.74585682 -1.15392303 -0.286128816 -3.185401697 -0.02408022  1.52626796
# 59 -2.28121550  1.88033387  0.112306476 -0.320447432  2.55148229 -1.53533689
# 60 -1.92022158  0.85707487  0.643405054 -1.782640262  1.97091986 -0.76538268
# 61  1.64858713 -1.27221716  2.642756268  2.143581642 -0.60615546  0.93687216
# 62  0.55075810 -2.27351692 -1.379169407  0.080997538 -0.20647064  2.11963789
# 63  1.90461357  0.35805407 -1.963802706  1.618229672  0.99455517  0.37922126
# 64 -2.77244887 -0.97805531  0.398332142  0.583739099 -0.86414833  0.66384117
# 65 -0.89158782 -1.45410010 -0.373003869 -1.664648590  2.42287245  0.06089859
# 66  0.13219378 -1.53667254 -1.482966752  2.218844275 -0.10148895 -1.42104613
# 67  1.13754160  0.87409225 -0.859342760 -1.377576507 -1.39815314  1.08912305
# 68 -1.78833543  1.13225080  1.808417809  0.007250904 -1.26206464 -0.41825274
# 69 -0.63933108 -2.32684607 -2.127073933  1.119000312 -0.98971505  0.54009603
# 70 -1.49520532  2.67580458  4.939373921 -0.287928035 -3.17820112  0.05851861
# 71  2.66546388 -1.38099454  1.049536429 -0.903475994  1.52704759  0.27464508
# 72  0.84542114 -1.67365892 -2.619749781 -0.716723299  0.65452932 -1.73082654
# 73 -0.99760880  1.98763635 -1.464054594  3.439683608  0.08647009  2.09379451
# 74  1.04320217  1.53354190 -2.420961601  0.458860578 -0.83298151  0.86899417
# 75  0.23985762  1.46669658  0.792646496 -0.958545616  0.52631669 -2.03333117
# 76  2.38057460 -0.08196614  1.143685163  2.062713777  2.02737893  1.88372194
# 77  1.32515080  2.97043266 -0.289372531  0.079775469  0.47864677  2.18256219
# 78  2.31051113 -1.03324735  1.190443766 -3.275877060  0.44345924  0.71356355
# 79 -0.12536492  2.17784208 -0.169639211 -1.249506626  0.28284770 -1.14804154
# 80 -1.84866898 -1.70017293 -1.076202475  0.707686961  0.35048080 -0.54719343
# 81 -0.55185665 -0.30597867 -0.325091570  1.283004184 -0.24296042  0.42730824
# 82 -0.88454956  1.62906798  1.734419835 -1.092965492 -0.72530628  0.36140507
# 83 -0.56145212 -1.49540421 -1.452993122 -1.829110342 -0.31652514 -1.43385460
# 84 -0.46764456  1.70673931  1.331519688 -0.867614435 -2.30082233 -0.01739232
# 85 -0.77023816 -1.29875873 -0.776228099  0.164227632  1.18537637  2.34201231
# 86  0.17424554  1.35444956 -1.557850670 -1.055665806  1.47098615 -0.15619355
# 87 -1.40962805  1.48663333  0.683543210 -0.467366266  0.79520355 -1.78032031
# 88 -0.00469244 -0.88701793  0.668892355  0.652090395 -0.74365789  0.22410196
# 89 -0.61041229 -1.12307793  0.330114949  0.964623058 -0.33309510  1.60337297
# 90 -0.57420637 -0.25595351 -0.010685772 -0.933307884  0.95302598  1.20135174
#            PC13        PC14         PC15        PC16        PC17        PC18
# 1  -0.337103435 -1.48743157 -1.844664922 -1.16758881  1.50243379 -0.27703014
# 2   0.014357210 -1.41603741  1.848590732 -0.14216772  1.07534773 -0.21009588
# 3   1.899632345  0.54449155 -0.611254654 -0.02811013 -0.87184096  0.75792631
# 4   0.945450577  0.96891497 -0.305342978  0.72248992 -1.22897053 -1.24529680
# 5   0.400977230  0.96652225 -1.403003724  1.16104085  0.06182344  0.89612340
# 6   0.156315483  0.38396497 -0.225516948  3.03087586  1.38110642 -0.90015809
# 7   0.252946886 -0.80567233  1.581584744 -1.18811687 -1.15703347 -1.41063647
# 8  -0.332382278 -1.49676052 -0.112937127 -0.03889075  1.20756926 -0.42280983
# 9  -1.376320227  2.73761994 -0.485941210 -1.09887124  0.81117861  1.06572767
# 10  0.640434871  1.22365994 -0.136709964 -1.40447950 -0.75970010 -0.68453416
# 11  0.790872144 -2.69836633 -0.914942603 -2.13236755 -0.07467715  0.58094827
# 12  0.527242923  1.13166866 -0.609365369  1.66458692 -0.90223052 -2.07312583
# 13  2.176198168 -0.50520238 -0.740709939  0.88510972  0.41034161 -0.46054096
# 14 -0.280064289  0.03943465  1.066147947  1.01326313  0.78775077  1.20151592
# 15 -0.490367752  0.10908254 -0.529928435  0.33563729 -0.54489065  1.13574872
# 16  1.420411728 -1.60262083  0.133849779 -0.71257125  0.60191283 -0.50393534
# 17  1.347160268 -0.27434870  0.516613631  1.09630285 -1.11095549 -1.02594633
# 18 -0.426303680 -0.62522253 -0.036262597 -0.35359607 -0.60953710  0.04519648
# 19 -0.796916590  0.64584066 -1.161726975 -0.35717426  1.47955247 -0.17613963
# 20 -1.791268657 -0.25757690  1.140592996  1.59030408  1.64609264  0.24044201
# 21 -0.335308981 -0.52899878 -0.764067605  0.79361728 -0.13416147 -0.75971695
# 22 -1.019650297  1.29006436 -1.525128841  0.60679113 -0.76057013  0.67682371
# 23 -1.537914444 -1.67024312  0.210103119 -0.53852791 -3.82068158  2.07480374
# 24 -0.678420841  0.26108959 -0.567799345  1.24381896  1.19190017  1.46021327
# 25 -2.069944582 -3.00536059  1.318470796 -1.77744066  1.98609565  0.94163590
# 26 -0.700343504 -0.14479930 -1.514358710 -1.41999638  1.17752506  2.82820465
# 27  1.480464505  0.03253271 -1.419401317 -0.57840775  0.86852453 -0.45756998
# 28  2.101258562 -0.08747981 -1.911429259  1.41732664  0.86132961  0.34804670
# 29  0.213117260  1.93685362  1.456008111 -0.18911957 -2.28463363  0.45316483
# 30  0.577854003  0.46697662 -0.549818707  0.04810861 -1.85131905 -2.23085132
# 31  2.071136582  1.43861554 -0.124215788  0.36810190  1.23544259 -2.21843803
# 32 -0.631249607  1.16378772  1.544515082  0.10374890 -2.49270993  2.70583285
# 33  0.647707949 -0.30071345 -0.037378666  0.12839834  1.29762550  1.14342402
# 34  1.199875614  1.81294029  0.812282221  1.81845623 -0.34165534 -0.44931013
# 35  0.138475703 -1.06355105  1.248647406  1.36308970 -0.05514973  0.39690297
# 36  2.441636539  1.70168817  0.948134769 -1.63874635  0.46238542  0.35783290
# 37 -1.459722098  1.96083840  5.097309316  1.93639717  2.09989177 -0.66937927
# 38  0.793306188  1.16933784 -0.997159942  0.76777529  0.65072633  0.63167959
# 39 -1.881737736 -0.58931643 -1.469915243  1.94316246 -1.64382103  0.56702233
# 40 -2.221785338 -0.20610541 -1.268149685  0.46475344 -0.18865498  1.26492348
# 41 -1.176323437  0.59226704 -0.255038413 -1.37795732 -0.49032606 -0.66120746
# 42  0.048252630 -1.58592770 -0.022084374  1.21136769 -0.39779166 -1.02826739
# 43  0.741681027 -2.44186463  0.725325738  0.95041992  0.58111438  0.19043359
# 44  2.267185550  1.27799965  1.215659676 -1.68689266 -1.56325050  2.48069691
# 45 -0.759443839  1.79143905 -0.025049404  0.67505114  0.86785104 -1.12447725
# 46 -0.135271629  0.12885862 -0.184079457 -1.11826959  1.44081602  0.94868776
# 47 -1.489275931 -0.90754892  1.001982260 -1.46986468 -0.69846485  0.52979603
# 48  0.972333980 -0.47670780  1.365993377 -0.63708120  1.19495943  0.57806306
# 49 -0.382013314 -0.06029510 -0.131865600 -0.30616594  1.48945993  1.35871129
# 50 -0.497835981 -3.50968477  1.725544724  1.55844592 -1.69853620 -0.46456159
# 51  1.596820239  1.29017508 -2.052430831 -0.48420546 -0.65392269 -0.09284285
# 52 -1.933916762 -0.97625912 -0.770229591  1.98196176 -1.12221497 -0.34802406
# 53 -0.174831538 -1.01438473 -0.295105341 -0.06913155 -0.99149120 -0.02741388
# 54 -2.289257592  0.34044991 -0.627253801 -1.58088239 -0.05851056 -0.52539959
# 55 -0.912251854  2.59949992  0.914130139 -1.77511745  1.34310421  0.49473889
# 56  2.267412380 -1.20026993  0.255576420 -0.82622549 -1.66723422 -1.75198229
# 57  2.286779152 -0.65620059 -2.072022516  2.02037529  0.80387384  1.22396055
# 58 -1.160993787 -1.35686940  0.673247054  1.69970091  0.95871038  1.13108351
# 59 -2.633587206  0.04829007 -0.005125209 -0.74283899 -2.84415399  0.37734925
# 60 -1.721861295 -0.47165562 -0.901089881 -3.56110115  0.25756584 -1.46807548
# 61  0.140166260  0.72918254  1.536253957 -0.47655346  0.48022561 -2.24469926
# 62 -0.416608092 -1.58822742 -1.300079722 -0.30639868  0.99187793 -0.14938157
# 63 -0.030976547  3.14310047 -0.595273588  1.10882350 -2.09936451  1.49812569
# 64  0.595010695 -0.44467447  0.618716186 -0.95928079 -0.16375759 -0.64944108
# 65 -1.462369585 -0.38376919  0.418373379  1.09322961  0.34088523 -0.64179596
# 66  1.033714702 -0.60689030  0.217421317 -0.04368614  1.06519747 -0.29255178
# 67  0.159417904 -0.75689624 -0.461744331  0.91603427 -0.55484777  0.39435427
# 68 -2.519895621  2.46764337  0.887399989  1.42640875 -0.55260011 -0.22486176
# 69  0.947692864  0.03298800  2.149916262 -0.90690121 -1.21656456  0.24446488
# 70  1.111233148 -0.79717005  0.856064076  1.60017885  1.95679429  0.50535480
# 71  1.216786022 -0.14627466 -1.036337226 -2.27512722 -0.53835122  1.51054906
# 72  1.065472290 -0.47877742 -0.541859248  2.78950227 -0.53247754  0.99863422
# 73 -1.354607907  0.43582187 -1.894456001  0.61401831  2.21092540  0.22499454
# 74  0.004763507  0.10873286 -1.376793786  0.12659337 -1.63401714  0.16265191
# 75  2.373885812  0.58725648  1.756939108 -1.69223429  0.97447090  0.42963884
# 76 -0.201481463  1.60598237 -1.167746748 -1.27154337  0.43758377 -0.98097217
# 77 -1.014137440  1.40499773  2.016633511 -0.62331368  0.28873797  0.41285217
# 78 -0.732162909 -0.85587023  0.677297278 -0.05310851 -0.23010937 -2.15572355
# 79  0.052088042 -0.76037663 -1.684810791  0.48920243 -1.41249648 -0.04954118
# 80  0.914882129  0.63895159  1.880146110  0.50925980 -0.23985702 -0.45184197
# 81  2.595019758  0.97819308 -1.350487253 -1.01603511  1.15572518  0.26989889
# 82  2.458226101 -0.60219065  1.406637618 -0.02431812 -0.40475421  2.05196780
# 83 -2.631910133  1.56028094 -1.294189874 -0.43538307  2.18926232  0.51452166
# 84 -0.250324268  1.04027291 -2.576788723 -0.82297097 -0.67797402 -2.24245317
# 85 -1.365961020 -0.08715237 -0.488829655 -0.64314957  0.52721516 -2.49614491
# 86  0.156382677 -1.13695275  0.073949686 -0.86014044 -0.02020613 -2.40818744
# 87 -0.737941439  0.87275041  2.346739004 -1.26679383  0.10926290 -0.05591894
# 88 -1.689775405  0.16651666 -0.177895905 -0.13919616 -0.97834319 -2.28832678
# 89 -0.846965219 -2.46705447 -0.436769180 -0.54774275  0.00900750  0.90526676
# 90  1.646745941 -1.29182300  1.349769483 -0.50794644 -0.19637231 -0.21132755
#           PC19        PC20         PC21        PC22         PC23        PC24
# 1  -1.24795968 -0.40420559  0.429392285  0.19505684 -0.457470301  0.98382553
# 2   0.52172040 -1.62420086 -0.679552916 -1.45364530  0.010016030 -1.17387557
# 3   0.94810569 -0.29942146  1.920881912  1.01944281 -1.710730440  2.62594798
# 4   0.40851994  1.01422248 -0.668120029 -0.95143372  0.025407371  0.31118259
# 5   0.97126520 -0.18787978 -0.574878103 -1.55065183  1.342172788 -1.19532169
# 6   0.50500880 -2.35737240 -0.114721002  0.98911213  1.173301998  1.60742460
# 7   0.01514902  1.59544837  0.192992461  0.08365154 -0.255159828 -0.72457375
# 8   1.92301419 -1.53580160  0.777625518  1.35912481 -0.457284810 -0.45529423
# 9  -0.02937995  1.05682550  1.565448448 -0.01292863 -0.882072961  0.53316250
# 10 -1.49519919 -2.75134232 -1.498974755 -1.30459633  1.158319685  0.79429167
# 11 -1.69239557  0.28323306  1.317781896 -0.70231958  0.572510025  0.70952845
# 12 -0.51609907  0.85697894 -1.399311848  3.23485806  0.971523714  0.81370360
# 13  0.76493166  0.85299745 -0.685753153 -0.54185977 -0.239054446  1.54961942
# 14  0.19998134 -0.01846858  1.075364439 -0.05992518 -1.676982498 -0.61153104
# 15 -0.55839409  0.54628083 -1.706971705  0.15575207 -1.379196109 -1.62359891
# 16  0.23527690 -2.17882133  1.616668896 -0.74015428  0.255061126  0.64956057
# 17 -2.50855416 -1.07575949  0.950733132  1.38603610 -0.491398798 -0.61029311
# 18  1.21062480  0.80513712 -1.148767071 -2.59552566 -0.969091405  0.54394589
# 19 -1.99087770 -1.05417977  0.779628117 -0.48006094 -0.832999196  0.06151002
# 20  1.81411905  1.24003504  0.320240402  1.71070413 -0.332810617  0.26333803
# 21 -1.72430575 -0.49674509  0.100094653 -1.01145535 -0.311286270  0.49584892
# 22 -0.34067433 -0.71940227 -0.398579949  1.18197292 -3.136616221  0.48172425
# 23 -1.41714073 -0.71047286  1.152388373  1.56008477  0.410415290 -0.65953714
# 24 -0.42232967 -0.38419065  0.001787996  0.64907420  0.933770459 -0.69071195
# 25  0.98081953  0.70649401  0.408062226 -0.34425190 -0.321552057  1.22634714
# 26 -0.10542124  0.90656287  0.268554450  0.83116322  0.002068810  1.49001173
# 27  0.89545693  0.76814371 -1.964987145  0.43364346 -1.988845682 -0.85354025
# 28 -0.18235877 -1.04240973  1.995204500  1.08103746  0.513254238 -1.54223836
# 29  2.25857259 -0.64698581 -1.790943649  1.09024077  0.025447162 -0.22440848
# 30  1.27411304  2.01823745  0.814517846  1.18105235 -0.720821726 -0.67351652
# 31 -0.68356029  1.58794118 -0.577525756  1.50166397  0.649929398 -0.43638736
# 32  0.20777518  1.72623005  2.626447208 -1.59072812  1.271009981  1.11489914
# 33 -2.48740597  0.19123187 -0.703270628  0.63265839  0.615811360 -0.83882102
# 34 -0.97988384 -0.48684648  1.401688133 -1.38428169 -0.721681877 -0.04747594
# 35 -0.88947928 -1.14821413  0.001476787  1.00442260  0.082121998  0.25002572
# 36  1.53603272  0.09560223  0.384335919 -0.84876162  0.854432170 -0.09073975
# 37  0.62336732 -0.03056523  0.391398737 -0.48968985  1.788738263 -0.77060110
# 38  1.61629712  0.94785457 -0.359614970 -0.73241999  0.354540457  1.65473308
# 39  0.38218850 -0.91412095 -1.552954704  0.39933153 -0.558492091 -0.87548955
# 40 -1.17324197  2.04781915 -1.486477090 -0.73916227  1.080432086 -1.13099620
# 41 -0.74815922 -0.69168231  1.296308685  0.84229125  1.361976057  0.24182907
# 42  2.45766004  0.87450305 -0.424780853 -2.24814562  0.677414782  0.97493169
# 43 -1.17028261 -0.65521673 -1.337933112 -0.72541104  0.184415529  0.01456865
# 44 -0.54994746 -0.22045348 -1.573146022  0.89435837  0.437691383 -0.37888800
# 45 -0.97944048  0.62029071  0.298355318  1.45202746  0.303860440  0.58968698
# 46  1.11617550  1.73515396 -1.449088457  1.92197531  1.921507332 -0.43754038
# 47  0.09521496  1.55624847  0.682294488  1.73965787  0.091594722  1.12208641
# 48  1.00955641  0.54661832  1.489631162  0.94627659  0.005998457  0.08708533
# 49  0.92750442 -0.90236643 -2.109317889 -0.64114002 -1.058249816 -2.15459889
# 50  1.42131066 -0.71340922  0.017331615  0.28687703 -0.525210417 -0.69984060
# 51 -1.45227201  0.22779742 -0.681574874 -0.37367811  1.254581771  0.01447155
# 52 -1.47052828  1.83889868  0.223100882 -0.73561091 -0.671136806 -1.25514368
# 53  1.92882528 -0.49967776  0.270783483 -0.43218423 -0.763726783 -0.08249273
# 54  0.67519835 -1.12878147 -1.131956564 -1.37563210 -0.140307782  2.40993821
# 55  0.02417479  0.50053196 -0.192254967 -0.22161102 -1.295259933 -1.10548623
# 56 -0.08492855 -0.04067068 -0.745257689 -0.02291035  0.156447653  1.51755618
# 57  1.49736935  0.42842460  1.084154648  0.30330215 -2.209745082 -0.21788868
# 58 -0.43192284  0.47334630 -0.003017954  1.11354879  0.619884855  1.90100563
# 59  0.28611738 -0.71994222 -1.082016059  0.31621239 -0.801861391 -0.78007551
# 60  0.16587574  0.02016763 -0.757220931  1.20714251  0.579817223 -1.34659177
# 61 -0.77752597 -0.71274266 -0.906124873  1.22815803  0.256160040  0.88107213
# 62 -0.45015346  0.02925444  0.843826501 -0.69807562  1.914900010 -2.03479270
# 63  0.79144693 -2.03063395 -0.183833372 -0.42236113  1.286674764 -0.77944113
# 64  0.62128562  0.44848999 -0.361211385  0.35444664  0.704899928  0.19596767
# 65 -0.75873666 -1.67092506  0.795193964 -0.16857854  0.668309578  0.28147921
# 66 -0.54658085  1.80639670  0.823780933 -1.54224993  0.676747078 -0.31566902
# 67  0.51727965  0.34993976  1.420345208  0.38191767 -1.479731439  0.12383900
# 68 -0.65887060 -1.06205225  2.873505254 -0.44909699  0.194038448  0.05842685
# 69 -0.25359189 -0.66389667 -1.538335808 -1.68910426 -1.281483760  0.54078963
# 70 -0.84148681  0.21652157 -0.167500445 -0.78743153  0.436549324 -0.31576933
# 71  0.75785142 -1.13920594  1.033116154  0.06458765  3.138941718 -0.57293295
# 72  0.56609694  0.99351370 -0.819945319 -1.61448412  0.739177219  0.18063591
# 73 -1.85701975  1.28091243 -1.411935329 -0.37887558  1.044433359  0.49326470
# 74 -2.27810423  1.00495972  0.982271804 -1.00513259 -1.389593066 -0.08833295
# 75 -0.05294856 -0.56259677  1.025995418  1.15535211 -1.336437216 -2.36613230
# 76  0.68308610  1.09989254  1.536293778 -1.38412709 -0.846536474 -1.45722109
# 77 -0.17117476  0.91906254 -0.040859063  0.24848891 -0.404473522  0.81182412
# 78 -0.73298209  0.69793375  0.104313617 -1.97675651 -0.047534688 -1.74839826
# 79  2.01630077  1.25428706 -0.585858303  1.32138355  2.081682808  0.69303372
# 80 -0.94026109  2.22215572 -1.115290749  0.32749814 -0.671294146 -0.75506946
# 81  0.27006417 -1.09028286  0.168412284 -0.32903075 -1.142157635  0.06657481
# 82 -0.84958004 -1.93978614 -1.351574087  0.24256731  0.131263219  0.19347267
# 83  0.61749588 -2.00666405 -1.791934574 -0.41071332 -1.317998814  1.60771903
# 84  1.23922516  0.07881452  1.568983195 -1.28043234  1.318274932 -0.08311232
# 85  2.51666503 -1.73901853  1.105522829  0.21062050 -0.233488129 -1.67970759
# 86 -1.52418119  0.22838845 -0.094836929  0.47046376 -1.278381990  0.73891762
# 87 -1.07362631  0.68697102  0.126009077 -0.79208984 -0.576713534  1.24364557
# 88 -0.28422218 -1.23219823 -0.746342492  0.03832203  0.301913125  0.58854939
# 89  0.65923545 -0.52115470  0.224833418  1.00667350  0.363987281 -0.92004824
# 90 -0.77016678  0.62401357 -0.572525475 -0.51551812 -0.028557689  1.07112318
#             PC25        PC26         PC27         PC28          PC29
# 1   0.9884033980  0.77639365  0.435153686  0.386847566  0.6421403771
# 2  -2.1000288922  0.08706444 -0.544264948  1.002379605  0.0961721292
# 3   0.8973695961  1.93768905  0.090705505 -0.589944615 -1.3555578208
# 4  -1.1987161674  2.17380981 -0.098806854 -1.943893600 -0.0921981356
# 5   1.4245421132  0.95104570 -1.244576066 -0.510370402  0.9495394953
# 6  -0.3800628577 -1.12206055 -0.326403933  0.742520246 -0.0828883518
# 7   1.7162053934  1.23882023  0.223998393  2.489732858  0.2473883053
# 8   0.4088499296  1.50029066 -1.683654458  0.346398818  2.4542809808
# 9  -0.0571598037  1.28132801  0.825102485 -1.402738491 -0.0277924038
# 10  0.9647586238 -0.73381759  1.645365372  0.822822485  0.3636956076
# 11  0.6864691205 -0.26956467  0.649900576 -0.262679052  1.9974047130
# 12 -0.5114587496  0.30255225  1.350776614  0.537658934  0.6003738704
# 13  2.4511671931  0.70811366  0.026991757  0.857708382  1.3509465475
# 14  0.0873506209  1.22835764  0.253190943  0.229300824 -1.5009737725
# 15 -1.3403440919  0.56269569  0.357256327  0.369936478  0.8247768288
# 16 -1.0539742785  0.55721484  0.556728027  1.121853969  0.2487994195
# 17 -0.6968950396 -0.63475744  1.927431047 -0.236939156 -1.0344102289
# 18 -0.2192228790 -0.75038331 -0.229102715  0.085934401  0.6094715945
# 19 -1.1372906389  0.77667923 -0.135917727  0.773328565  0.2334680095
# 20  0.8264526997 -0.67021520 -0.471157993  1.937453217  1.2862954860
# 21  3.0739295573  1.34028445  0.307602440 -1.718538875  0.1062406250
# 22 -0.2682356134 -1.26391295 -0.652621081 -0.169189055  0.1970584360
# 23 -1.6813983159  0.65759610 -0.189445050  0.540930692 -1.6807753988
# 24  0.1003199220  0.32943658 -1.069486801 -1.554950553  0.8210467083
# 25 -1.6595620031 -0.32534649  0.672261601 -0.903133872  1.3491554640
# 26 -0.5491463816 -1.19946145 -0.160809936  0.596733689  0.4004942421
# 27 -0.8265198924 -0.98089548  0.174335299  0.601706966  0.8468315692
# 28 -1.5293171570  0.93835601 -0.668793809 -1.191322850  0.2728596830
# 29 -0.4188184795  0.90416320  0.136931949  1.806732979 -0.4643376245
# 30 -0.0557391372 -0.51497391 -0.090955437 -0.989122349  0.6448052582
# 31 -1.2463806797 -0.36398808 -1.330873972 -0.338182930  0.5756273049
# 32 -0.0818094579 -1.94280462 -0.507400247 -0.361845928  1.2258680691
# 33 -0.1264390475 -0.30798974 -0.332369874  1.125349853  0.3051509461
# 34 -0.3471135079  0.19931734  0.536542556  0.394315214 -0.0000255903
# 35  1.4734654146  0.20935380  0.813208368 -0.576207661 -0.0464111878
# 36 -0.9069730627  1.15407174  0.746934260 -1.293562711 -0.5185327731
# 37 -0.6163201888  0.20671371  0.731480310 -0.106642633  0.0352553458
# 38  0.5936539578 -0.23514892  1.660937414  0.675836591 -0.3938968579
# 39  1.0171114185  0.51070574 -0.634790998 -1.551106644  1.0446465077
# 40 -0.5037297978 -0.26683170 -0.911998479 -0.347145059 -0.9707847824
# 41  2.5857443759  0.15190035  0.644958967  0.654566352 -0.2107503543
# 42  0.3847067899  0.53713505  0.323345496  0.331170353 -0.5621266923
# 43  0.4334158072 -1.35195771  0.379464317  0.533588513 -2.0487250020
# 44  1.4437083882 -0.03610920 -0.528308221  0.159204735  2.2364523044
# 45 -0.0791577172  0.20784903  1.561088961  0.947344065  1.1677311933
# 46  0.6355948341 -0.49301262 -1.127198348  0.009068869 -1.9332345545
# 47 -0.3808264619  0.78112786 -0.336173132  0.588669200 -0.4928549518
# 48  0.4611402236  1.16343242  1.042278661  0.385983652 -1.8582267548
# 49  0.6248904414  1.98619855  1.114496406 -0.703949786 -0.0113892546
# 50 -0.4277312621 -0.33097083  0.114902985 -0.252620321 -0.8028224745
# 51 -0.0005045795 -0.99660835 -1.920690603  0.445496857 -0.3488109992
# 52  0.8514464350  0.75488003 -1.106758522  0.492979052 -0.4977860393
# 53 -0.4393308870 -0.86422557 -0.549789439 -0.105385987 -0.1150701271
# 54 -1.1407224671  1.48877368 -1.088144940  0.954492516 -0.0874127019
# 55  0.2471920861 -1.39584041  1.220853236 -0.989444427  0.9116482572
# 56 -1.9461062546 -0.78769220 -0.463410201 -0.901222512  0.5884981533
# 57 -1.4969680675 -0.62137899  1.017396303  1.361886206  0.3371994934
# 58 -0.7162667318 -0.43186919 -0.240147585 -1.215969124 -0.6857244318
# 59  0.0542229293 -0.11521348  1.089174733  0.216113466  0.5360780518
# 60 -0.3106768886  0.16173409  1.071029829 -0.486649112  0.2253018501
# 61  0.0929526314 -0.36343139 -1.990372338  0.671755686  0.2019781117
# 62 -1.0641860329  0.71704526  0.274135857 -0.636026382  0.0176598136
# 63 -0.6211151662 -0.79651887  0.535015684  0.994129810 -0.1115046508
# 64 -0.6618793420 -1.75942494  1.412946118  0.057353632  0.1932139683
# 65 -0.4868985915 -0.10312812  0.261478225 -1.373586997  1.1432469921
# 66 -0.6970055883  1.15784647  0.844016384  0.130348384  0.8869830292
# 67  1.4815681415 -2.23898131  0.171486245 -0.149159575 -0.7037241995
# 68 -0.1372921931  0.01312632 -1.331281462  0.608046559  0.9057533359
# 69 -0.4900557448  0.06577486  1.105037467 -0.805628892  0.5269437264
# 70  1.2280145856 -0.38841395  0.435814874 -0.554647327  0.4010203657
# 71 -0.3004281136  0.01416033 -1.408863491 -0.159367080 -0.7388841585
# 72 -0.2617893751 -0.87467317 -0.662057617 -0.418420342  0.2126335346
# 73 -0.6184587995 -0.12595479  1.676369620  1.191310051 -1.4008088451
# 74 -1.0832806687  1.01495172  0.395683044  1.462541691  0.0350392229
# 75 -0.0945799457  0.43342936 -0.357132635 -0.060770582 -0.1816846583
# 76  1.1287079083 -0.36540131 -0.681591138  0.569354067 -1.3375063805
# 77 -0.5366614357 -1.17436601 -1.162809376 -0.762166264  0.7792503859
# 78 -0.1530162669 -1.04214082 -0.005977637  1.648936361 -0.2183539022
# 79 -0.5028759728  1.70292639  1.473535009 -0.846320173 -0.2975342563
# 80  0.9894365502  0.25495313 -0.353340288 -1.310390551 -1.1995564520
# 81 -0.0334882135 -2.66606658 -0.075756009 -1.664776889 -1.5225763248
# 82  1.2447872173  1.02767204 -0.760697953  0.779717945 -0.2299620194
# 83 -0.2962445587  0.75530350 -1.017199587  0.223246686 -1.7043417599
# 84  0.2459495410 -0.50231324  0.094226405  0.977639604 -0.3504203326
# 85  1.4079494731 -1.06987363 -0.975441189 -0.246219482 -0.9198441394
# 86 -0.3733706864  0.35308822 -2.355244028 -0.771668836  0.0372641540
# 87  0.7053049035 -0.28716641 -0.445922735 -0.808866893 -1.2386669339
# 88 -0.0086584610 -0.58746225  1.212187017 -2.715782589 -0.3188192460
# 89  1.8129586768 -2.21001856  1.041198499 -0.252984537  0.0733133390
# 90  0.1024916969  0.28700382 -2.407216421  0.399114447 -0.8492952813
#           PC30        PC31         PC32         PC33        PC34         PC35
# 1   0.12588190 -1.41937371  0.073035186  1.562145371  0.99783850 -0.153988581
# 2   0.38853440 -1.66974239 -0.148240082 -0.652929370 -0.22612661  1.001402396
# 3   0.43416768 -0.43595148  0.466741344 -0.415410066 -0.06797860  1.913885699
# 4   0.93706223 -0.76019433  2.517954761  0.995553321  0.33595075 -0.152985096
# 5   1.23801244  0.44869155 -0.614987129 -1.154092202 -0.48290986  0.219245729
# 6   1.09351452 -0.34051317 -0.351928478  0.078246216  0.22199104 -1.890973333
# 7   0.65366918  1.15684649 -0.324510611 -1.257062873  0.34300900 -0.547571792
# 8  -0.34195164 -0.97613999  0.738514591  0.090862336  0.06963481  0.022040246
# 9   0.72460796  1.01189676 -0.096461859  0.885283825 -0.53065837  0.487629518
# 10 -1.34415333  1.22067464  1.370744981 -0.259595010  0.23310245 -0.049588099
# 11  0.12452292  0.39005615 -0.339146052 -0.288797562  0.29322080 -1.534017220
# 12 -0.45191920 -0.54189257 -1.349038294  0.506099660 -0.50305373 -1.078867864
# 13  0.32046600 -0.39150290 -0.548209305 -0.241448977  0.37403233  0.383037991
# 14  0.09901800  0.68206192 -1.908527663  0.147760020 -0.46236561  0.648446970
# 15  0.09568428  0.33239133 -0.416712296 -0.226037856  0.75716104 -0.152907779
# 16  0.58840448  0.68993392 -0.260498495 -0.451051723  0.01734834 -0.808858716
# 17  0.03264286 -0.42406698  0.315735774 -0.877446827  0.66550714 -0.665234131
# 18  0.22894910 -0.28786610 -0.479762521 -0.191619927 -0.63102672  0.711701991
# 19 -0.21664547  0.18313085 -0.341872711 -0.197591228 -0.76309336 -0.338181720
# 20 -0.93309351  0.65936149  1.246635185  0.394036945 -0.13780836  0.219914153
# 21 -0.30793146  0.53827175 -0.499215252  0.870140821  0.87913591 -0.572915905
# 22 -1.40432565  0.82528124 -0.007258923  0.237647280  0.49251445 -0.055562244
# 23  1.07764142  0.67616883  0.126710878  0.049512531  0.48399506 -0.842169571
# 24 -0.59557799  0.03476329 -1.541707030 -1.605433522  0.86277662  0.350087239
# 25  0.29863766  1.26228603  1.444583918 -0.170684572  0.63014750 -0.224535337
# 26  0.39365945  0.24348830  0.428728047 -0.418254649 -0.10863657 -0.588648320
# 27  0.24052201 -0.57464840  0.780574042  0.631109870  0.20667998  1.036515679
# 28 -0.76306566  0.99779813  0.013510611 -0.510464049  1.05498182 -0.125850348
# 29 -1.43063287  0.29924563 -0.112305424 -0.136821933  0.77410312 -0.220143656
# 30  0.61312980  0.35684590  1.926671259 -0.092426653  0.15066644 -0.229914540
# 31  0.68871544  0.89831197  1.269499934  0.315936168 -1.59554029  0.167136005
# 32  0.24980301 -0.87707078 -0.179042965  2.405525109  0.42832941 -1.646161070
# 33  0.46019913  0.05610557 -0.570954199  1.016630465  0.97782330  1.478557436
# 34 -0.59479854 -1.11875171  1.095648983 -1.892845332  0.30490193 -0.952865983
# 35 -0.79427027 -0.42923086  1.137558933  1.040113473 -0.72836834  0.003390353
# 36 -0.18847268 -0.97047461  0.004888576  0.679903362  1.31630138 -0.615981201
# 37  0.72469207  1.55601170  0.428079106  0.158217615  0.08812863  0.157431214
# 38  1.10901138  1.50512256 -1.565739352  0.610159906  0.39349671  0.416940679
# 39  0.19150875 -1.48498819 -0.883659284  0.121769742  0.78980960 -0.335722419
# 40 -0.11241076  0.84032783  0.120498826  0.285954332  0.50761482  0.160477263
# 41  0.29647014  0.27446638  1.131155312 -0.541171842  0.33880867  1.262799927
# 42 -1.19566236  0.61147598  2.103697213 -0.658342405  0.07701410 -1.018995396
# 43  0.13387684 -0.20409315 -0.715496243  0.259173822 -0.40216464  0.138408125
# 44  0.57019281  0.90017884  0.486321690 -1.269512412  0.87512928  0.913866192
# 45  0.60684318 -1.29872826 -0.748222294  0.075483095  0.11584720 -1.308666418
# 46  0.49736287 -2.10964927  0.400431060 -0.780184473  1.51725144  0.301539270
# 47  0.30997202  0.50102581 -0.476314273 -1.582707322 -0.55277154 -0.293733384
# 48 -0.50686696 -0.56475396 -0.055097537  0.579034886  0.81341757  0.365862094
# 49 -0.70765223  0.22154096 -0.225868780  0.175265047  0.79903832 -1.383846864
# 50  1.86616090  0.35155524 -0.377711325  0.175079188  0.59007033  0.390560029
# 51  1.25803450 -0.02048016 -0.158299362 -0.592249180  0.08006546  0.647774234
# 52  1.44305637  0.95486964  1.129250595  0.620320107 -1.05256884  0.051584831
# 53 -1.69647835  0.23723396 -0.421495538 -0.166612138  1.09644057  0.178422015
# 54 -1.43337935 -0.12520222 -0.898141043  0.456222056 -1.25805784 -0.327223806
# 55  0.21034013  0.78964907  0.381957935 -0.248639786 -1.47757418 -0.301465719
# 56 -1.40945346  0.48696701 -1.128011844 -0.360985079 -0.81585901  0.132868864
# 57  1.20615157 -0.26511305  0.133881379 -0.231534947 -0.66872414  0.683981172
# 58 -2.11516164  0.44493106  0.590560209 -0.385439530 -0.62020702  1.860112537
# 59  0.49880973 -1.09379532 -0.364509378 -0.628915376 -2.63983669 -0.084773105
# 60  0.76825701  0.09764896 -0.206409063  0.669557379  0.62103821 -0.014211405
# 61  0.24604398  0.70791639 -0.689980702 -0.036765435 -0.45677814  0.091660680
# 62 -0.32182560  1.06629125 -0.146900986  0.069862530 -0.67530019 -0.194188223
# 63  0.18428175 -0.06733808  1.294706137  0.086463243  0.34332797  0.573011135
# 64  1.20780737 -1.00224456 -0.864728521  1.651255101  0.54374910  1.345679881
# 65  0.25402966 -2.45875401  1.175492366  0.274659628 -0.17020376  1.377030083
# 66 -0.11138838 -0.41279125 -1.256534837 -0.721821720 -0.54095533  0.866827055
# 67  1.20634720 -0.38125200 -0.104206979 -0.899773833 -0.66256893 -0.960379558
# 68 -0.32765818 -0.06484540 -1.507989560  0.175908330  0.34901719  1.040979846
# 69  1.71288233 -0.91652690 -0.826034439 -0.071580341 -0.32021475  0.141502973
# 70  0.48042868  0.05626061 -0.189220553 -0.873310616 -1.35377829 -0.018315229
# 71  0.14996735 -1.08702439  0.554162515 -0.001244174 -2.14298086 -0.494519105
# 72 -0.68844827  0.19464458 -0.192040769  0.348601617 -0.17397911 -0.918145995
# 73 -0.61387321 -0.64170221  0.872118497 -0.105089744 -0.10975136 -0.260972615
# 74 -1.31720387  0.28270250  0.938297784  0.765900049  0.37529234  0.972120751
# 75 -0.97895451 -0.38223557 -0.446102434  1.237332845 -1.19883476 -0.748067662
# 76 -1.51671487 -2.15191543 -0.208152805 -1.170493758 -0.91504526  0.074310740
# 77 -1.49878963 -0.27648351 -0.700530742 -0.308247036  1.09095983 -0.300137203
# 78 -0.96952134 -0.28103747  0.113940902 -0.449035371  1.73177349  0.321363811
# 79 -0.82187004  0.38807720 -1.184712490 -1.181721625 -0.66083470 -0.113777688
# 80 -1.34314407 -0.53097301 -0.683265256  1.295993291 -1.00312741 -0.949204220
# 81 -0.13589504  1.66444457 -0.155943603 -0.557417111  0.57607694 -0.525851300
# 82 -0.53459428  1.09177462  0.989096391  1.437872750 -1.32884481  0.387274622
# 83  1.82509727 -0.14640790  0.784034021  0.176224661  0.10626498 -1.193439536
# 84 -0.24665629  0.58743765 -0.930337445  1.389493138  0.16526782  0.645098642
# 85  0.50593623  1.19591369 -0.400022269  0.986557286  0.01645422 -0.255952330
# 86  0.37266095  0.06097931  0.276273242 -0.739068359  0.52488102 -0.834273902
# 87  0.48769422 -0.86537050  0.341008488 -2.169215084  0.58651412 -0.075429112
# 88  0.09349311  0.84399279 -0.433087393 -0.239199992 -0.10206097  1.829331378
# 89 -1.78414896 -0.72665570  0.444497041  0.209511496 -0.82075100  0.235641036
# 90  0.22973367 -0.09927049 -0.412051323  1.811913106  0.37743689  0.151762215
#           PC36         PC37        PC38        PC39         PC40        PC41
# 1  -1.34003632 -0.599641297  0.22022036 -0.52645285  0.706933316  0.48532647
# 2  -0.35431073  0.396611942  0.26170670  1.11480804 -0.073390007 -1.34604437
# 3  -0.21935194 -1.001630856  0.56647917  0.74997356 -1.042492559 -0.37628866
# 4  -0.75958909  1.246529757 -0.68606225 -0.93173817  1.179224353 -0.19681956
# 5  -0.24374454  0.102160584  0.35204902 -1.29783040 -0.299263323  1.04462617
# 6   1.12228437 -0.789475046 -0.39621858  0.09083972 -0.516781092  0.16442143
# 7   1.60356933 -0.326066983 -1.90651697  0.21581316  0.776873255  0.52855343
# 8   0.14471554  0.770562818 -0.24669250  0.38058837 -0.398186138  1.23547536
# 9   1.14458842  1.068172119  0.69897879  0.09364868  0.886674088  0.30814718
# 10 -0.08846586  0.954026935  0.45758505  0.75034518  0.093637163  0.55320665
# 11  0.97308712 -0.113640192  0.07956385  0.31163482  0.185955155  0.61124797
# 12 -0.47649766  1.059877340  0.70308304  0.11535094  0.223389883  1.48825496
# 13 -0.33081674 -0.266458787  0.10732005  0.09524171 -0.002234209 -1.55311457
# 14  0.96999293  1.051446644 -0.81558305  0.68257607  1.249194923 -0.28963916
# 15 -1.43584836  0.009670062 -0.57543745  0.70938264 -0.767980626 -0.25261396
# 16 -1.25594943  0.398753905 -0.17031974 -0.27547947  1.225379891 -0.60995785
# 17  0.62698449  0.543628299 -0.10624847  0.85012849 -0.303988703  0.02051615
# 18  0.85926348 -1.027249914  0.52825364  1.60228672  1.116544413  1.12073221
# 19 -0.14178069  1.951629369  1.08971355  0.97016449  0.514089072  0.13806312
# 20 -1.52075781 -0.495875300  0.56492220  0.25269366 -0.549417928 -0.64726846
# 21 -0.63943808 -1.043334805  1.52859038  0.81090637 -1.230026223  0.45394904
# 22  0.25654456 -1.609083043 -1.29535383 -0.71506454  0.269560834 -0.30014317
# 23  0.25589060 -0.629892242 -0.35387551 -0.01091142  0.021885966  0.68775232
# 24  0.94865769  0.377740205  0.41604237 -0.43092478  0.451534697  0.15646171
# 25  1.00770758  0.042422618 -0.03287556 -0.19452553 -0.163279767  0.50016972
# 26 -0.02975965  1.053491569  0.62326107 -0.56753708 -0.145474399 -0.66613090
# 27  0.70076033  0.282540490 -0.35891872  0.21284055 -0.887039409  2.10413563
# 28 -0.33277133 -0.081846663 -0.51332470  1.13547143 -0.556327330 -1.08054530
# 29  0.19975709 -0.388546588  0.30324346  0.58313853  0.321181176  0.50507214
# 30  1.67873858  0.658821755  1.40510020  0.45791269  0.320104789 -0.51432478
# 31  0.24682076 -0.771849574  0.03355155  0.29980957 -0.724990794 -0.65115019
# 32 -0.36488655  0.516650227 -1.20350670  0.67556206 -0.557174514 -0.38487473
# 33  0.12855103 -0.162771549  0.60685063  0.16694018  0.897599846  0.40405446
# 34 -1.23151910  0.403296046  0.61139363  0.48657657 -0.089756838 -0.02772766
# 35  0.67551074  0.558383446 -0.81001995 -0.56777010 -0.628686875  0.15982807
# 36  0.43657588 -1.173248896  0.52251864 -1.34111910 -0.978313588  0.84817035
# 37 -0.50698348  0.647898109  0.18434340  0.04003594 -0.211426654  0.49932295
# 38  0.08741763  0.272918160 -1.28500573  0.98881460 -0.260424921  0.17180922
# 39  1.64708613  0.805876683 -0.28678550  0.38206388 -0.763475326 -0.70224412
# 40 -0.46485318  0.002637890  0.37722017 -0.26930162  0.333916530  0.56309301
# 41  0.06306884  0.210531793 -0.80004565 -0.94139621  0.519240001 -0.48486962
# 42  0.73825408 -0.303165881 -0.25443029  0.25848866 -0.613508341 -0.43101694
# 43 -0.51276462  0.708912061 -0.12502706 -1.19281972 -0.400197308  0.29140858
# 44 -0.78969773 -0.207584715 -0.00251721 -0.98308721  0.710557174 -0.52453964
# 45  0.51353751 -0.698187261 -0.48132634 -0.96012855  0.647100091 -0.68627612
# 46 -0.69604613  1.374490712 -1.03058309  0.92420255  0.508105346 -0.03786883
# 47 -0.06657088  0.637251143  1.37066835 -0.21523114 -1.223078932 -0.30937416
# 48  0.03611509 -1.342794524  1.19956602  0.50703469  1.288903451  0.77117557
# 49 -0.07655585  0.305386832  0.87278897 -0.20326009 -0.223300490 -0.52109272
# 50 -0.16944646 -0.241656469  1.00313265 -1.28338735 -0.439962439 -0.73544075
# 51  0.59793105 -0.487520345  0.40354471  1.02848831 -0.407970152  0.24349862
# 52 -0.59041005 -0.570261517 -0.50740557  0.39953775  0.166432685  0.50386135
# 53  0.86259059  0.474506162  0.62480311  0.24888389  1.444381456 -0.51378417
# 54  0.02346378  1.062669417 -0.58362574 -0.18231566 -0.714696891  0.18340299
# 55 -1.58306945 -0.499501383  0.32148617  0.77846422 -0.081579532  0.15149326
# 56 -0.08067776 -0.545283909 -0.34283035 -0.77550208  0.846039708  0.12644110
# 57  0.20667806  0.005529680  0.20429599 -0.91835715 -0.021305818 -0.03040284
# 58 -0.10167343 -0.045926940 -0.38343623 -0.14125496 -0.159289285  0.49179224
# 59 -0.36311501 -0.991608237  0.20468955  0.28734150 -0.388996943 -0.24033861
# 60  0.29825730 -0.053447283 -0.31975673  0.13208460 -0.633796647 -1.33301727
# 61  1.20162234  0.184882480  0.71066120 -0.79225563 -0.263981602 -0.06860056
# 62  0.29426055 -1.364971002 -1.15722263  0.57091611 -0.595714813 -0.48954194
# 63  0.37949294  0.314021710 -0.44853337 -0.05431705 -0.070107628  0.28537728
# 64 -0.24593880  0.339447043  0.17062723 -0.79369150 -0.786886381 -0.52771253
# 65  0.18880077 -0.725719891 -1.08191912  0.91503482  1.156877085  0.73787073
# 66  0.84586489  0.485605132 -0.25122825 -0.35207103 -0.933500437  0.43046250
# 67 -0.50588418  0.457250592  1.03418895  0.67025687  0.751805468  0.20611120
# 68 -0.40673005 -0.576930642  0.62682350 -0.58773063 -1.019954967  0.26654976
# 69 -0.83740355 -0.242707624 -0.05963053  0.19125285  0.153847934 -0.15800213
# 70  0.07685753  0.061936476 -1.21805439 -0.58664773  0.559038522 -0.72475204
# 71  0.18631541 -0.546091660  1.47754794 -0.25890587  0.598610400 -0.12910508
# 72  0.11692192 -0.345761772  0.96486883 -1.15088289  1.158471316  0.38038052
# 73  0.59522020 -1.928106169  0.50681346  0.18734972  0.521399577 -0.42804125
# 74 -0.33841911  0.943049518 -0.09301942 -1.89538055 -0.250933557 -0.01905500
# 75  0.36618726 -1.107581852 -0.54016299 -0.50983296 -0.327501587  0.58414758
# 76  0.16183606  0.192488806 -0.90468808 -0.83207411 -0.195587853 -0.23185156
# 77 -0.22652070 -1.227298885 -0.27059644  0.20246426  1.081496592 -1.14176943
# 78  0.03206442 -0.493656905  1.02957724 -0.28423084 -0.682090806 -0.24773041
# 79 -2.23475079 -0.414707077 -0.87086353  0.18603749 -0.089156167  0.49412184
# 80  0.49553895  0.933597939  0.37716985 -0.01627137  0.275683749 -1.12921405
# 81 -0.43978160  0.528857631 -0.75891695 -0.02948452 -0.967772667  0.40689657
# 82  0.66695499  0.026691635 -0.17878177  0.41580659  0.061981284 -1.01436992
# 83  0.38259977 -0.504245020 -0.11589417 -0.69797264 -0.073256999 -0.67440004
# 84 -0.03586318  0.536316129 -0.08564374  0.37311256 -0.174160474 -1.14633413
# 85 -1.08916380  0.023989165 -0.32642739 -0.60543921  1.150356400  1.17941532
# 86 -1.87802705  0.196665988 -0.64486575 -0.03315247  0.553328463  0.11118895
# 87  0.57054899 -0.063831969 -0.71760745 -0.41532184 -1.163652756  0.99319251
# 88  0.26567393 -0.178882705  0.32436856 -0.07155651  0.479096036 -0.63576032
# 89 -0.28626710  0.838531251  0.02739944  0.03860134 -0.679888386  0.25746022
# 90 -0.58902367  0.169687109 -0.09922722  1.35170709 -0.674471005  0.36451105
#             PC42         PC43         PC44         PC45          PC46
# 1   0.0359773513 -0.895676065 -0.057360751 -0.605995365  0.0054593460
# 2  -0.5886857616 -0.809432098 -0.516938298 -0.991351217  0.2629197570
# 3   0.3602137209 -0.721264302 -0.254532496 -0.342336150 -0.5819050338
# 4   0.3534924802 -0.705158698  0.297925056  0.160465884 -0.3673173531
# 5   0.0581925414 -0.865601242 -0.381021019 -0.351615266  0.6529722135
# 6   0.1206964935  0.009479658  0.133290165 -0.002995833  0.0086257778
# 7  -0.0558107123 -0.374866695 -0.347834937 -0.851727734 -0.1010043199
# 8  -0.7860985402  0.100906113  0.884273511  0.138430046 -0.2009063314
# 9  -0.9678280337  0.553028925 -0.442911200 -0.339547835  1.0329929262
# 10 -0.3204639646 -0.339867970 -0.271071417  1.006346398 -1.5097381152
# 11  0.7263101390  0.743580877 -1.957128951 -1.156899617 -0.2038229028
# 12  0.1915141690 -0.403342328  0.262813138 -1.116316805  0.0472727975
# 13 -0.9120717513 -0.465464864 -0.398229297  0.428924230 -0.2665134528
# 14  1.1066644806 -0.326910364  0.227011154  0.500479940 -0.3598667462
# 15 -0.5824318477  1.046812584  1.378344983 -0.145761549  0.6538902288
# 16  0.2997439909 -0.756660493 -0.021293918  0.371581934  0.3568308021
# 17  0.0278653143  0.399889867  0.848336955  0.599601578  0.1025123573
# 18 -0.9410292044 -0.018065265  0.265060990  0.418779877 -0.0625846058
# 19  0.0313519319 -0.159960333  0.921568918 -0.237359939 -0.3538589524
# 20  0.3389749878 -1.025852279  0.460640441 -0.133407490 -0.1362563053
# 21  1.1143029778  0.471422593  1.020284959 -0.438154719 -0.0101689836
# 22  0.1069494373 -0.435623924 -1.020397640 -0.370515455  0.9840655343
# 23  0.0204123132 -0.019155301 -0.013846974  0.468740616 -0.2918259843
# 24 -0.2975985573  0.159531080  0.410443095  1.178930036 -0.9939012007
# 25 -0.5215697732 -0.078686965  0.878687108 -0.565068360  0.0052318465
# 26 -0.1191223099 -0.165081140  1.068517816 -0.547059433 -1.1143469649
# 27  0.6764940421 -0.160497417 -0.767555058  0.826852983  0.2250662614
# 28 -0.1999825262 -0.080537265 -0.868387859 -0.301046050 -0.4876291453
# 29  0.2840712168  0.092960890  0.153825243 -1.048201698 -0.5183416558
# 30 -0.3150622077 -0.129630594 -0.916652301  0.248120969  0.2572164278
# 31 -0.0390710475  0.154684081  0.497958539 -0.166378275  0.0639134648
# 32  0.1219389366 -0.062187367  0.423154050  0.225501258  0.4941793121
# 33  0.2330812797  0.033789702  0.007473030  0.492516462  1.5267808161
# 34 -0.3290099870  0.442270437 -0.771931510 -0.342332130 -0.0536432038
# 35 -0.4463945888  0.594910156  0.201565934 -0.399367097  0.2261554081
# 36 -1.2672045685 -0.175851808  0.527374490  0.961284123 -0.3271302259
# 37  1.0131124970 -0.076819267 -0.588301678  0.317081308 -0.4744067101
# 38 -0.5482579793 -1.111027965  0.195427188  0.501090558  0.1289747824
# 39  0.2681464171  0.400505195  0.336163890 -0.484795652 -0.3445225440
# 40 -0.1462050700 -0.620568155 -0.008580139  0.178141593 -1.4116185994
# 41  0.0848650632  0.539476282  1.041911711  0.370382189  0.8410492321
# 42  0.9252517030  0.269550553  0.476554691  0.163619532  0.6859209157
# 43 -0.3140293267  0.318724210 -0.500164964 -0.934872027 -0.1355892735
# 44  0.9883196500  0.943901326  0.295410626  0.157063247 -0.1524325762
# 45 -2.1387191416 -0.319713101 -0.751682391  0.546619177 -0.5611755766
# 46 -0.3599107156  0.518543541 -0.587980587 -1.077364888  0.1688917999
# 47  0.9261911926 -0.819548868 -0.599509014 -0.149965811  0.6050336558
# 48  0.4015965051  1.114601665 -0.382589800 -0.011278537  0.0125842342
# 49  0.1146737054  0.086428059 -0.715578444  0.515545075  0.8924699778
# 50 -0.1426484661 -0.201437680 -0.650085867  0.500488089 -0.3286611352
# 51  0.6352645931 -1.280751944  0.073433671  0.088841587  0.3718522581
# 52 -0.2881648025  1.061632195 -0.377660655  0.720097776 -1.0493164099
# 53 -0.1088083503 -0.722366161  1.131984367 -0.005694054  0.5085777869
# 54  0.8648973723  0.642521732 -0.756456859  1.421248163  0.9892844142
# 55 -0.0610282715  0.745041883 -0.669666838 -0.615047876 -0.1651630835
# 56 -0.0258723146  1.089984859  0.442375217 -0.368709113 -0.2757264303
# 57  0.2807589572  2.049915402  0.495165609 -0.044661567 -0.0211602449
# 58 -0.4242497445  0.456969894 -0.084707315 -0.369219600 -0.1767319017
# 59 -0.3829889799 -0.771044330  0.259369481 -0.182826243 -0.0634527341
# 60  0.9368798039 -0.103204896  0.140999115  0.168484282 -0.4190914495
# 61  0.4893893686  0.179108163  0.199681487  0.575195662 -0.3367093377
# 62 -0.2628915748 -0.665161523  0.401049076 -0.199028422  0.0323148726
# 63 -0.1358903277  0.511046452 -0.579722833  0.007348358  0.7875563396
# 64  0.9976504891  0.130182279  0.157566890  0.714266976 -0.2178670495
# 65  1.7681287360 -0.724843788 -0.314121715  0.023421361  0.0228537630
# 66 -0.0908280748  0.468221908 -0.389608604  0.276417575 -0.2062869431
# 67 -0.0127087035 -0.308173498  0.285251465  1.331499184  0.1893566302
# 68 -0.4260813402  0.240535701  0.035530656 -0.239565326  0.4339063583
# 69  0.2098910743  0.046955443  0.812633446 -0.641592681 -0.4446178119
# 70  0.2012536577 -0.018754625  0.050950661 -0.152352998  0.7971120474
# 71 -0.4773414813  0.204843313 -0.010702595 -0.003668207  0.8118947035
# 72  1.0020096101 -0.298726558 -0.182702075 -1.041518313 -0.4346510500
# 73  0.1909545583 -0.019701578  0.928651126  0.448405520  0.4281134980
# 74 -0.3605010924 -1.423932436 -0.359917836 -0.478722854 -0.0690849017
# 75  0.7973488891 -0.818608900  0.174433280 -0.110992638 -0.3634225182
# 76  0.5726003849  0.180247256  0.404595356  0.356421602 -1.5636522834
# 77  0.2269354278  0.195952973 -0.656955182  0.715794204 -0.6600741851
# 78 -0.5164399173  0.319220193 -0.007665033 -0.025830327  0.8304062911
# 79 -0.0953457863  0.240286157 -0.209662190  0.798205073  0.4277344805
# 80  0.0136292336 -0.413921683  0.245441132 -0.037107716  0.9695678328
# 81  0.1335313273 -0.939014005  0.030816172 -0.175572940  0.2384909961
# 82 -1.0238421963  0.129176728  0.385811664  0.102257111 -0.2638134474
# 83  0.2750446703  0.764009056 -0.858669825 -0.294917732 -0.4817148874
# 84  0.6046793745  1.518288200  0.141511805 -1.090392909 -0.4461394076
# 85 -0.8894778277 -0.037989229  0.704371945 -0.611836205 -0.0007409529
# 86  0.0007103662  0.592844942  0.080506331  1.136101522  0.8727802906
# 87 -0.5829253954 -0.197011687  0.945716727 -0.788389243  0.5117683219
# 88 -0.9748278104 -0.148492531 -0.532800443 -0.615463234  0.0937850143
# 89 -0.3812278862 -0.054451925 -1.147603560  0.950508541 -0.1397136986
# 90 -1.2713144736  0.508658584 -0.811674295  0.093723530 -0.4100671474
#           PC47        PC48        PC49          PC50          PC51        PC52
# 1  -0.15303110  0.46771176 -0.25640581  0.6544287440 -8.666228e-02  1.33604116
# 2  -1.10549897 -0.04720776  0.18956064  0.0700935335  2.819634e-01 -0.25668172
# 3   0.25246143  0.19621424 -0.56209470  0.3602020749  9.592831e-02  0.09285667
# 4   0.54723592 -0.25188816 -0.70300552 -0.3305028854  6.455808e-02  0.15157797
# 5  -0.45601193  1.28070554 -0.02881052  0.4264281366  2.738084e-01 -0.38569921
# 6  -0.31773747  0.38875945  0.80364364  0.7215838134  1.322409e-01  0.13261224
# 7   0.50498173 -0.21464133 -0.66292532  0.0401579242 -3.666673e-01  0.48688367
# 8   0.20339007 -1.35955940 -0.23877860 -0.7651936515  6.073010e-02 -0.31223341
# 9  -0.31680276 -0.50198973 -0.74736156 -0.1491134530 -6.365692e-01  0.06338699
# 10  0.23984535  0.52082590  0.24920150 -0.3750590015  3.973623e-01  0.29345344
# 11  0.26858886  0.19469378  0.21991319 -0.1582114948  4.919553e-01 -0.85520543
# 12 -0.31300680  0.11303812  0.63823139 -0.2651122659 -1.506584e-01 -0.14326560
# 13 -0.91757691  0.75149370  0.58157127 -0.3837003055 -7.833290e-01 -0.50224560
# 14  1.12071493  0.29923118  1.18530666 -0.5476062572 -1.199515e-01  0.10295663
# 15 -0.04092937 -0.20751015  0.50696833  0.5280311423  3.339477e-01  0.14458437
# 16  0.26019138  0.68538499 -0.17012939  0.7779153162  6.825165e-01  0.24203993
# 17  0.18372722  0.12318761 -0.21830334  0.3262619205  1.058775e-01  0.11017822
# 18  0.77877286 -1.01197640 -0.10261292 -0.1311226589  1.297990e+00 -0.51950831
# 19  0.28430800 -0.05770001  0.27222065  0.5080031751  1.507254e-01 -0.06050439
# 20  0.31960936 -0.23457077  0.22364661  0.0558468648  4.601811e-01 -0.33324819
# 21  0.18924852 -0.43203632 -0.45491562 -0.3726129993  2.388100e-01 -0.63037146
# 22 -0.10433218  0.28762398 -0.14498367  0.2314112930  4.834030e-02  0.32013799
# 23 -0.30729094  0.07455560 -0.43987505  0.1316739701  2.301096e-02 -0.19447428
# 24  0.82513948  0.72150960 -0.36078698  0.7559810900  1.089553e-01  0.24740306
# 25 -0.42382915  0.14495237  0.14100525  0.2306393493 -5.420993e-01  0.52786650
# 26  0.02128413  0.21440190 -0.44383688 -0.2440221053 -2.444962e-01 -0.31222083
# 27  0.07095364  0.89125191 -0.24692833  0.0119534894 -6.465296e-01  0.58530963
# 28  0.11815149 -0.46320935  0.36818854 -0.0639600320 -1.221021e+00 -0.33735894
# 29 -0.32329359  0.13112451  0.36010672 -0.3112407038 -1.148286e-01  0.01742569
# 30 -0.61103076  0.12343234  0.70998670  1.2082104457  2.214721e-01  0.01827758
# 31  0.58396126  0.51422845 -0.23514072 -0.7160439700  6.065598e-01  0.53872317
# 32 -0.22192951  0.68505661  0.71542744 -0.6614774315 -8.167130e-02  0.28297546
# 33 -0.15444501 -0.61066873  0.05403113 -0.3272507369 -2.135803e-01 -0.43647350
# 34 -0.16126523 -0.83656086 -0.66504260 -0.1713924637 -9.489659e-01  0.05878715
# 35  0.38393530  0.62599842  0.32290894  0.6012951639  8.594938e-02  0.45643099
# 36  0.48141171  0.13691660  0.70580118  0.0970681490 -2.125652e-01 -0.59596015
# 37 -0.18201000  0.11347119 -0.87990966 -0.0772361899  9.706105e-02  0.29378660
# 38  0.08110725 -0.36992063  0.28910105 -0.2169086850 -2.475717e-01 -0.48173479
# 39  0.12543855 -0.46070810 -0.64217823 -0.3291723346 -2.863391e-01  0.91657860
# 40 -1.43436951  0.01976308 -0.40458825  0.0444715250  4.151719e-01 -0.58209536
# 41 -0.76494280  0.72369864 -0.48798326  0.2856184198  3.088956e-01 -0.62380247
# 42  0.13862953 -0.55060632 -0.01475366  0.5010597848  4.661755e-01 -0.15975780
# 43  0.13996036 -1.05707946  0.41909644  0.7386035331 -2.490327e-02  0.24206779
# 44 -0.50401753 -1.42326354  0.52692685  0.4992257241  9.779257e-02  0.26953226
# 45  0.24506658 -0.61089528 -0.85077133 -0.2870380798  9.481406e-01 -0.20765488
# 46  0.69846143  1.00021632 -0.24090458  0.0831755269  4.235821e-01 -0.97183650
# 47  0.93347898  0.08491191 -0.35058041 -0.2050468176  1.312626e-01 -0.13290641
# 48 -0.64398592  0.04743950  0.55360548 -1.1252515707  8.370551e-01  1.12875876
# 49 -0.44397122  0.68735599  0.50484759 -0.5617554519  6.327070e-01 -0.02430687
# 50  0.52039067 -0.41305932  0.05465018 -0.2469045994  1.000396e-01 -0.58637321
# 51  0.75028404 -0.35675844 -0.01636726  0.4320489751  5.684078e-01  1.01048906
# 52 -0.04006137  0.48918304  0.66965369  0.3277998094 -5.480452e-01 -0.18580704
# 53 -0.04945028  0.67392091  0.10252090 -0.0923759822 -4.936744e-01  0.12951396
# 54  0.05404905 -0.15130803 -0.46426131  0.6970572733 -5.173795e-01 -0.60123684
# 55  0.78419923  0.25955085  1.04089678  0.7603391866 -3.954828e-01 -0.02398344
# 56 -0.70283052  0.06822353  0.03978229 -0.2488498442  5.201551e-01 -0.44205848
# 57  0.23981304  0.43473424 -0.37707033  0.3928374270  5.756766e-01 -0.70092496
# 58 -0.84445248  0.47976272 -0.29308341 -0.7311010475  1.517089e-01  0.47203886
# 59 -0.12816910  0.39574975 -0.44663722 -0.8899965955  1.372399e-05  0.28390839
# 60 -0.34012477 -0.56048943  0.31650637 -0.2422758292 -3.848360e-02  0.21981345
# 61 -1.01886453 -0.08705966  0.35703106 -0.4600046182 -9.775653e-01 -0.35047297
# 62 -0.33568220  0.12421390  0.29914689 -0.2371525597  4.896347e-01  0.06485518
# 63  0.07408374 -0.17188464 -0.28572913 -0.7394903455  1.907336e-01 -0.32762842
# 64  0.78659111 -0.51881708  0.34143062  0.0007705284 -1.551796e-01  0.35034400
# 65 -0.70218843 -0.29011828  0.49838492  0.5778818396  3.513663e-02 -0.82998025
# 66 -0.91443364 -0.01182614 -0.16563922  0.1759974257  4.439753e-01  0.94196444
# 67 -1.68763899 -0.25208925  0.10019220 -0.2425238428 -4.243367e-01  0.13675905
# 68  0.25936664  0.12468102  0.11939954  0.2036258558  8.219902e-01  0.19927094
# 69 -0.09287803  1.05756224 -1.13013964  0.2288367913 -5.305201e-01  0.02821290
# 70  0.13124415 -0.66063634 -0.13031974 -1.1404948784 -6.047511e-01  0.41953709
# 71  0.36821486 -0.32775448  0.34029305 -0.0935659538 -7.108099e-01  0.63396920
# 72  1.08077001  0.03271867 -0.08012663 -0.4243311067 -4.947843e-01  0.08665776
# 73  0.51724541 -0.26377294 -0.44561529  0.1725598313 -1.055868e+00 -0.68863305
# 74  0.08619435 -0.71605392  1.08055769 -0.2541292122  1.252247e-01 -0.12178756
# 75 -0.30682145  0.21178405 -0.82249565  0.0912013745 -5.239004e-01 -1.38349054
# 76 -0.26555073 -0.01375816  0.76755184 -0.1802205928  2.068208e-01  0.33976731
# 77  0.50652108 -0.31197515 -0.61852714  0.8695581143 -1.807841e-01  0.28904112
# 78  0.20946159  0.88220567 -0.64463739 -0.2261178135 -8.791077e-01  0.52901864
# 79 -0.24065705 -0.50617421  0.08858605  0.7257779428 -5.171360e-01  0.67180501
# 80 -0.53044403 -0.38765394 -0.29815548  1.1165589349  1.000043e+00 -0.14316618
# 81 -0.78103805 -0.58471005 -0.94483545 -0.5534516837  7.055207e-01  0.09828275
# 82  0.49536153  0.41529972 -0.02761570  0.3520580541  2.302474e-02  0.19257391
# 83 -0.42957894 -0.39712050  0.43982669 -0.3614654232  3.300695e-01  0.50241924
# 84 -0.11859132  0.11402782 -0.64289412 -0.1613002317  2.895379e-03 -0.24649947
# 85  0.32905923 -0.56656251 -0.26799906  0.7266548663 -3.753793e-01  0.26256328
# 86  0.85897394  0.73163202  0.38278185 -1.5876858836  3.867114e-01 -0.15323534
# 87  0.28602847 -0.34972102  1.18698343  0.1593117184 -2.635967e-01 -0.40176659
# 88  0.61854692  0.36584213  0.76680082 -0.2697361810 -3.111059e-01 -0.55328641
# 89  0.83900856 -0.24680852 -0.50507330 -0.1530884689  1.340291e-01 -0.21156488
# 90 -0.36469836 -0.26214316 -0.37344463  0.4120781809 -4.062378e-01  0.08800367
#           PC53         PC54         PC55         PC56         PC57        PC58
# 1   0.10562668  0.414168211 -0.121350801  0.733875251  0.082748691  0.18629139
# 2  -0.08744360  0.286593817  0.342992416  0.288207911 -0.506197105  0.22289451
# 3  -0.16976244  0.100436228  0.049510772 -0.016817578  0.900556960  0.25244834
# 4  -0.06510322 -0.128881935  0.369430458 -0.123525537 -0.077604867 -0.00702614
# 5  -0.49273182  0.118359685  0.280493062  0.182338056 -0.377145198  0.08605973
# 6  -0.13550585  0.021349207 -0.465416094 -0.145708535 -0.075755133  0.21126196
# 7   0.60297002  0.650025836  0.159883120 -0.321911567 -0.310228897 -0.14239243
# 8  -0.18358242 -0.181049995  0.562997044 -0.216966071  0.225681640 -0.23743457
# 9  -0.22147681  0.087909453 -0.053050346 -0.436064135 -0.115745732  0.15597113
# 10  0.31879891  0.001714115 -0.063866253  0.192179565 -0.207624638 -1.02035072
# 11 -0.74756193 -0.410676636 -0.219778007  0.123975881  0.621251526  0.25447601
# 12 -0.52328358  0.052047494 -0.305652392 -0.593811208 -0.228558100 -0.04881921
# 13  0.71330778 -0.103787685 -0.104970676 -0.768377062 -0.313067517 -0.03019973
# 14 -0.93781267  0.112611902 -0.192205722  0.402567049  0.186668108 -0.29598877
# 15 -0.09540817 -0.305244926 -1.057641992 -0.087428182 -0.084952534 -0.21697283
# 16  0.48916845 -0.213660856  0.922365046 -0.314847328  0.171028643 -0.24435800
# 17  0.05662034 -0.225355850  0.209080570 -0.829989720 -0.413019854  0.52566006
# 18 -0.01860137  0.410425033  0.040172014 -0.492328947 -0.044140979  0.58913589
# 19  0.48154715 -0.444705169 -0.020762123  0.516307241  0.443500812  0.31069035
# 20 -0.57359616 -0.390579358 -0.270782478 -0.372395416  0.408514080  0.17921321
# 21  0.26339035  0.073211161 -0.027779312 -0.163121182 -0.081901944 -0.27508720
# 22 -0.54652797  0.001862611  0.263074882  0.002263014 -0.948965382  0.01254286
# 23  0.55958422  0.070689299 -0.448990574  0.311375925  0.095416085  0.10556566
# 24 -0.28315293 -0.037140988  0.467003345  0.346281448 -0.058708620  0.50227510
# 25 -0.69584753 -0.701392311 -0.163363004 -0.244675463 -0.507231656 -0.21620342
# 26  0.91132327  0.743236148  0.455942099  0.055915585 -0.320141926  1.05333634
# 27 -0.10054454 -0.031953728 -0.299504793  0.987334021  0.214344094 -0.10529006
# 28 -0.45980448  0.055743422  0.093453188 -0.159070661 -0.116357753  0.23932402
# 29  0.07259251  0.709419720  0.412869250  0.170144583  0.230707703  0.01161935
# 30  0.35232913  0.301933659  0.555360116 -0.630116423  0.434232238 -0.31245728
# 31 -0.35920781  0.155617943  0.418958978  0.736551016 -0.222946603 -0.18632660
# 32  0.11239950  0.607020619  0.271941949  0.080591167  0.220943139 -0.07118306
# 33  0.26297399 -0.408524078 -0.135004874 -0.022093645  0.340210157 -0.39838799
# 34 -0.69290736  0.549138900 -0.307912765  0.294260912  0.151086169 -0.67613080
# 35 -0.39018099  0.505106992  0.493963122 -0.539856332  0.338353219  0.18389212
# 36 -0.33739212  0.472341014 -0.174515773  0.185446947  0.159669547  0.41275063
# 37  0.35027292 -0.279399208 -0.569338288 -0.203918655 -0.225488356  0.30151809
# 38 -0.08745057 -0.083257564  0.302934331  0.479050177  0.382842481 -0.25078808
# 39  0.77153730 -0.228969988  0.320346922  0.081067837 -0.304168903 -0.48150005
# 40 -0.97306689  0.812114454  0.624528258 -0.514441218 -0.141596706 -0.79794678
# 41 -0.65127150 -0.814111580 -0.396528429 -0.060547408 -0.144186725 -0.11379414
# 42  0.41214808  0.286779559 -0.629712255  0.661838904 -0.469315641  0.39645467
# 43 -0.72619119  1.005528479  0.698104982 -0.083175255 -0.004150435  0.28362832
# 44 -0.34269550  0.449997322  0.176272657  0.279338422 -0.022012130  0.15460370
# 45 -0.60200713 -0.510738335 -0.206895585  0.536565592 -0.210533437 -0.20016353
# 46  0.64344280 -0.098685143 -0.649254772 -0.356316975  0.309441994 -0.05151743
# 47 -0.02493480  0.001902996  0.203923400  0.629263544 -0.878726893 -0.42419993
# 48 -0.19899347 -0.418887384  0.638705073 -0.245823502 -0.509563668  0.38813473
# 49  0.72361207 -0.169681107  0.064600798  0.065610019 -0.214414463  0.38888227
# 50 -0.48564466 -0.214493629 -0.331795410  0.014016062  0.133617545 -0.28191414
# 51  0.09197617 -0.444051837 -0.013940986 -0.773378639  0.024912876  0.08489892
# 52  0.02658408 -0.449291858 -0.134348433 -0.238729455  0.142883998  0.39976264
# 53 -0.74072095  0.030702632 -0.603112959 -0.344736568  0.099181577 -0.54273212
# 54 -0.40613302  0.004443459  0.465260580 -0.846233563 -0.121537175  0.13225402
# 55  0.21502160 -0.133901971  0.415727522 -0.215197573 -0.144678533 -0.12412815
# 56  0.58590916 -0.782398602  0.319761750  0.166322018  0.249458004 -0.14933232
# 57  0.40043763  0.278444760 -0.034003919  0.067926894 -0.034211391 -0.51650079
# 58  0.48055572  0.097481849  0.120481636  0.027923820  0.355547666 -0.23126049
# 59 -0.23912539 -0.047224749 -0.445283545 -0.257028231  0.398725348  0.57560757
# 60 -0.49717444  0.031822749 -0.093659165  0.168385402  0.083864637  0.57557771
# 61  0.11860550  0.083078822 -0.139782501  0.313585603  0.801529928  0.65935799
# 62  0.30889916 -0.149411769  0.692771444  0.164361416  0.687503281 -0.51606011
# 63  0.04055430 -0.580496287  0.685399155  0.355192741  0.247436383  0.68874811
# 64  0.38793904 -0.034590476  0.391362942 -0.653807177 -0.458254777 -0.49760794
# 65 -0.03765968  0.360927533 -0.320223032  0.346207206 -0.326593719  0.14032272
# 66  0.44577137  1.115385264 -1.317059826 -0.235315498  0.110435160 -0.08194462
# 67  0.38006361 -0.013740997  0.204113182  0.831173769 -0.353082454 -0.10098562
# 68  0.48123093  0.347679971  0.063012321 -0.183524339 -0.256643740 -0.25628977
# 69 -0.65045873 -0.386153780  0.068419348 -0.175799503  0.361797669 -0.01599169
# 70  0.35723285 -0.063303210  0.239437789 -0.227796859  0.270920538  0.21001200
# 71 -0.16922366  0.056962435 -0.844115577 -0.247022885 -0.113640383 -0.57380536
# 72  0.19485689 -1.027179937 -0.340924691 -0.011592302 -0.109462096  0.14668276
# 73  0.05339868  0.597322369  0.317397382  0.033270473 -0.244566230  0.02056264
# 74  0.78662486 -0.403479632 -0.576603935 -0.054713039  0.072427496  0.32107571
# 75  0.97093605  0.050577822  0.104074884 -0.367716388 -0.329347261 -0.56363510
# 76 -0.44770272 -0.848380247 -0.058531877 -0.341623831 -0.507962225  0.20737290
# 77  0.52218563  0.055448898 -0.507982717  0.002370698  0.519401612 -0.07832326
# 78 -0.18541211 -0.280173412  0.595348051 -0.149472013  0.883027864  0.26278489
# 79  0.21677633 -0.499458340  0.200785207  0.138792025  0.190410058  0.02673450
# 80 -0.22442820 -0.142371905  0.114219287  0.717069270  0.608382680 -0.01848987
# 81 -0.30373852 -0.059261968 -0.768862046 -0.681083119  0.074720148  0.36224812
# 82 -0.35794191  0.250237109 -0.648546563  0.159721176 -0.399451521 -0.04609957
# 83  0.38502233 -0.188562299 -0.163575410 -0.273577924  0.785546980 -0.83135492
# 84 -0.55130829  0.217173746 -0.087600081  0.703571422 -0.285058807 -0.08267167
# 85  0.62827090  0.389989831 -0.196191840  0.292876908  0.161374512  0.20899420
# 86 -0.25012274  1.360881126 -0.144188533 -0.096563944 -0.135858396  0.13775770
# 87  0.15889973 -0.697105267  0.481055044  0.618649260  0.065777996 -0.56989302
# 88  0.73096630  0.368987606 -0.362044171  0.299930367 -0.519063871  0.14441866
# 89  0.05369830  0.055153806 -0.002783532  0.203797189  0.270096972 -0.12175977
# 90  0.04477926 -1.178271068  0.141902682  0.350747071 -1.042313838  0.29149485
#            PC59         PC60          PC61         PC62         PC63
# 1   0.588907689 -0.364147002 -0.0096006491  0.191115272  0.164556727
# 2   0.361495555 -0.332159452  0.5817680984 -0.333725971  0.772225067
# 3   0.139878805 -0.096739876  0.1160778202 -0.081976774  0.017136227
# 4  -0.009426316  0.332296097  0.5102716324  0.311585290 -0.038151383
# 5   0.296615507 -0.229512084  0.5499515750 -0.199886138 -0.082639153
# 6  -0.169673564  0.033802132  0.0329488141  0.363008354 -0.047680662
# 7   0.016537511 -0.221027788  0.3882997546 -0.345826026 -0.036882328
# 8   0.749597806 -0.469303481 -0.1663723744 -0.339091318 -0.260886931
# 9   0.006584649 -0.016963668 -0.0754691172  0.068209390 -0.274942125
# 10  0.466261185  0.312971821 -0.1052674414 -0.231392494  0.425479111
# 11 -0.313574904  0.056436989 -0.0746461850  0.118406705  0.072300779
# 12  0.412160278  0.212415413 -0.3152156732 -0.353769476 -0.011216339
# 13 -0.300172986  0.391131317 -0.0267706791  0.463840730 -0.488052789
# 14 -0.119112302  0.212348676 -0.3185040531 -0.320279092 -0.072725467
# 15  0.027993225 -0.358771970  0.3152150512  0.285752923  0.072462500
# 16  0.386107518 -0.007568954 -0.2400239149 -0.164506784 -0.754751176
# 17 -0.122736003 -0.289115659 -0.0005742656  0.096800377  0.283143490
# 18  0.048256846 -0.256495618 -0.2775098930 -0.022861642  0.119167662
# 19 -0.440072469  0.014692499  0.5822900565  0.032202802 -0.379639692
# 20 -0.351747645  0.523240468  0.1160068222 -0.008356900 -0.088740327
# 21 -0.267356852 -0.096758876  0.3299929888 -0.166719708 -0.064679249
# 22  0.033384527  0.043459544  0.1520005245 -0.266542292 -0.208162762
# 23 -0.245332626  0.079408256  0.6365860318 -0.264427009 -0.466306553
# 24 -0.201291950 -0.063849290  0.0905952794 -0.094291894  0.201932502
# 25 -0.403339406  0.317428696 -0.0440248202  0.010493119  0.146948797
# 26 -0.429537895 -0.118976739 -0.4051519145 -0.373455105 -0.131106588
# 27 -0.315994063  0.033602492 -0.5450179576 -0.061526523 -0.023783043
# 28  0.187867706  0.276486032 -0.3547935884 -0.072428997  0.107924313
# 29  0.138537416  0.106256766  0.0198415057  0.228672480 -0.424588195
# 30 -0.365198549 -0.669601161 -0.0468117697 -0.193329103  0.326937568
# 31 -0.568153584 -0.045248136  0.1134887789 -0.198466675 -0.008249090
# 32  0.119071852 -0.352245359 -0.0121347877 -0.219373966  0.351767345
# 33 -0.102064391 -0.387101376  0.2018954419 -0.279941885  0.195380523
# 34 -0.484737538 -0.040594569  0.1030021092  0.064022373  0.128924639
# 35  0.295227905  0.390660587  0.1353289051 -0.426974391  0.449925532
# 36  0.248494771  0.251001803  0.2216187453 -0.041829384 -0.024703508
# 37  0.201968367 -0.067398785 -0.1284861170 -0.040961484 -0.037740170
# 38 -0.427990391  0.108011100  0.6396248677  0.067975543  0.327684535
# 39 -0.133685560  0.458861335 -0.0487393840  0.409522692 -0.062815653
# 40 -0.233517181  0.299881640 -0.2422536011 -0.080972537 -0.055042357
# 41 -0.156512670  0.173742122  0.2030717837 -0.213918818  0.272357855
# 42 -0.075757440  0.031615735 -0.0642422178 -0.135647348 -0.042147010
# 43 -0.396224918 -0.039895969  0.2710188813  0.423497749 -0.090026072
# 44  0.069098632  0.062535480 -0.2782808589  0.036396289  0.043332051
# 45 -0.051911949 -0.427699580  0.0147373652  0.439378087 -0.141906277
# 46  0.014856259  0.081474318 -0.3411484303  0.088795265  0.053831841
# 47  0.393249890 -0.089321187 -0.4164474555  0.624391892  0.250839612
# 48 -0.091944000  0.258445525 -0.0029775639  0.385989349  0.311149125
# 49 -0.409452703 -0.242408442 -0.2174816733  0.065014331  0.171463262
# 50 -0.159239671 -0.062881967 -0.1538050844 -0.086270184 -0.034799859
# 51 -0.065817013  0.417896422  0.2214102212  0.396468288  0.311149293
# 52  0.970970197 -0.349949512 -0.3295545200  0.498333620 -0.049430122
# 53  0.190787358 -0.158017896  0.3817797160  0.264305950 -0.197164017
# 54  0.135732562  0.127246415 -0.0348366555  0.486678661  0.286506021
# 55  0.061193680  0.043059962  0.6393228090  0.220797415 -0.460144427
# 56 -0.226193917  0.340828531 -0.1243112724 -0.074843371 -0.050922658
# 57  0.691440416  0.639956889  0.1996112927 -0.100766068  0.303048634
# 58  0.052958777 -0.634659908  0.5630518224  0.592651704 -0.091701381
# 59  0.004140569  0.323581932  0.0144278646 -0.232736615  0.076591240
# 60  0.667925412  0.305568121  0.4528273228 -0.019615786 -0.020587778
# 61  0.100095634 -0.331397189  0.2707682281  0.173485173  0.230652003
# 62  0.169580698  0.119656357 -0.4424027754  0.528733881  0.003867597
# 63 -0.059905673  0.226873961 -0.0036126571  0.355103984 -0.281326921
# 64 -0.127733596 -0.530398613  0.0317017708  0.017163925 -0.533885689
# 65 -0.440254776 -0.006923094 -0.3156237770  0.027281141 -0.551664213
# 66  0.072548069  0.427777267  0.1973169531 -0.003063491 -0.425924363
# 67  0.372432766  0.230052797 -0.1273293637  0.146357905  0.047067925
# 68 -0.220262546  0.180239441 -0.5629779975 -0.285110362  0.087487854
# 69 -0.371545816 -0.103201457 -0.6257068162  0.195944916  0.359127513
# 70  0.111018655  0.315986573 -0.1924185453 -0.213414307  0.156319920
# 71 -0.084981839  0.244142463 -0.0472271820 -0.024314088 -0.138981161
# 72  0.412001715 -0.463125287  0.3950994504 -0.183931882  0.130629264
# 73  0.315997660  0.028864186 -0.2740161136 -0.240100019  0.009710668
# 74 -0.206344873  0.170112201 -0.3900987264  0.150649302  0.463843970
# 75 -0.262812564 -0.169305715  0.1970298641  0.206299801  0.360972593
# 76 -0.368124570 -0.447369257  0.0846385583 -0.261065231 -0.092028190
# 77  0.415686829  0.254609984  0.0858917419  0.040029617  0.343124720
# 78 -0.071441038  0.061817336 -0.2556237330 -0.283504857 -0.548862986
# 79 -0.476509990 -0.640357363 -0.2662999066 -0.593454047  0.222840166
# 80  0.333426208  0.364607263 -0.2691934416 -0.183495508 -0.354794191
# 81  0.591508214 -0.393557125 -0.3735454365 -0.075545201 -0.303296428
# 82 -0.235418691 -0.777198280 -0.5623853206  0.245034240 -0.284546241
# 83 -0.197359837 -0.212088316 -0.0499520852 -0.711166549  0.057555694
# 84  0.106457860 -0.452539203 -0.1193646826  0.156274505  0.064676095
# 85 -0.536823156  0.392899136 -0.3056878588  0.413873905  0.486361669
# 86 -0.269041491  0.057695091  0.2184103481  0.074205482 -0.015901888
# 87  0.398129914 -0.059836266 -0.2197019575  0.203876196 -0.212751542
# 88  0.301253544  0.028091339 -0.0905349348 -0.329283888 -0.025080997
# 89 -0.114531941  0.076293120  0.4557691955 -0.049475193 -0.075787066
# 90  0.003422214  0.635647839  0.1594672372 -0.684984243 -0.201256882
#            PC64         PC65          PC66         PC67         PC68
# 1  -0.136630610  0.056402740 -0.1947863781 -0.131962837  0.119962781
# 2  -0.088341465 -0.233020854 -0.0884260503  0.159753642  0.058938563
# 3  -0.197687918  0.045896101  0.1747413208 -0.227586593  0.124824244
# 4  -0.508916449  0.111796495 -0.0318973275  0.001334200 -0.144364273
# 5  -0.137927337  0.261079720 -0.1470191750  0.119993041 -0.371102742
# 6  -0.392762008  0.313058094  0.1117527581 -0.477002779  0.392332534
# 7  -0.184517638 -0.026468859  0.2977253708  0.086062585  0.319731936
# 8   0.092538688 -0.222965432 -0.0817277859 -0.238995256 -0.014495095
# 9   0.141921556  0.078008036 -0.2414086288 -0.110273565  0.076967435
# 10  0.103216799 -0.018220656 -0.0006998667 -0.546720645 -0.012588995
# 11 -0.311001182 -0.344536521 -0.2849916308  0.176796389  0.296481285
# 12 -0.243989278  0.204025694  0.2183972262  0.197015507 -0.218225412
# 13  0.457176920 -0.025870754  0.2341302170 -0.260067555 -0.052032843
# 14  0.023478644  0.185218642  0.2261642951 -0.016537073  0.005335318
# 15 -0.030121650 -0.232858896 -0.0593039088 -0.087349928  0.177774560
# 16  0.173509751  0.355350517  0.0904116877  0.320402958  0.070601554
# 17 -0.167316262 -0.072810182 -0.1932412493  0.100074371 -0.307143956
# 18  0.185695967  0.499802012  0.1479245486  0.045983792 -0.223560812
# 19 -0.349314557 -0.383091064  0.6195118468 -0.159828010 -0.032466394
# 20  0.123234679  0.125707262  0.0347215115  0.222278578  0.064834727
# 21  0.296739494  0.151226710 -0.1641414533  0.323142807 -0.193976397
# 22 -0.088671647 -0.203712439  0.3457069090 -0.031618516 -0.319483175
# 23  0.713427611  0.241660768 -0.2986293415 -0.267591551 -0.015781023
# 24  0.165673535 -0.180026980  0.0387326466  0.293827557 -0.115261520
# 25  0.055459974  0.001080332  0.1939209990 -0.148397437 -0.226993055
# 26  0.044117263  0.010464738 -0.0195811710  0.001939202  0.043935700
# 27  0.433746869 -0.087222226  0.1321973732  0.146583195 -0.086487895
# 28 -0.296725345  0.396059138 -0.1698000520  0.045090520 -0.098770380
# 29  0.290395757 -0.369761802  0.0103689314  0.251154186 -0.212049626
# 30  0.144231734 -0.224545123  0.1608973758 -0.109340513 -0.040954530
# 31 -0.080424545  0.382324531 -0.1634764180  0.097661408  0.164069035
# 32 -0.006308768  0.313654947  0.0906614505 -0.155738279 -0.219713942
# 33 -0.114596130  0.511067227  0.3100276776 -0.270919991  0.029643936
# 34  0.461668139  0.362042868  0.1846331999  0.253729639  0.023991357
# 35  0.630708634 -0.059606698 -0.2031714358  0.181628589  0.189913772
# 36 -0.072011771 -0.139888646  0.3241025280 -0.189747804 -0.003751623
# 37  0.187193343 -0.175742786 -0.1752434056 -0.040257325 -0.041733354
# 38 -0.043566422 -0.447581748 -0.5430079169  0.248421713  0.016928506
# 39 -0.180817031 -0.102622483  0.0310352199 -0.001977574  0.078439723
# 40 -0.310402782  0.001890410 -0.0310342681  0.037675494  0.558166767
# 41 -0.091162017 -0.117016391  0.3388805931  0.200014191 -0.199496019
# 42 -0.214416350 -0.012853530  0.1688928029  0.107430620  0.106962304
# 43  0.245614521  0.053264943  0.2833233366 -0.084598211 -0.269463092
# 44 -0.180476905  0.055123822 -0.1073537304 -0.334084568 -0.007284363
# 45  0.379270522  0.004412869 -0.1218580837  0.051611768 -0.001453708
# 46  0.022853977 -0.030657115 -0.1383723453 -0.087155576 -0.232915471
# 47  0.084605293  0.199043245 -0.0927713827 -0.299436366 -0.119118743
# 48 -0.304714881 -0.158391521 -0.1160620009 -0.015736970  0.002492661
# 49  0.253579880  0.461581291  0.1810199722  0.138099944  0.270268443
# 50 -0.136186096 -0.273080093  0.0726377840 -0.366769784 -0.218681152
# 51  0.316127987 -0.017501842 -0.1213611709 -0.140790504 -0.006298693
# 52 -0.110776283  0.032484069  0.3431052471  0.235651812  0.058441860
# 53 -0.059692869  0.211089808 -0.3727975711 -0.019517868  0.183292706
# 54  0.039091413  0.003837448 -0.2402339096 -0.051173247  0.054417345
# 55 -0.044241714 -0.093261094 -0.2561671584 -0.268064329 -0.113562090
# 56 -0.067553244  0.241894011 -0.1513806935  0.040570593 -0.193841284
# 57  0.238220660  0.082204760 -0.2755439283  0.012885546  0.207871888
# 58  0.188631173  0.132702530  0.2193316179 -0.029017420  0.132956910
# 59 -0.354257223  0.124788937 -0.1314048753 -0.096541542 -0.030296723
# 60  0.421076161  0.192094939  0.1547423762  0.186383083  0.108274957
# 61  0.044972551  0.075552806 -0.1283282672  0.141537452 -0.002566949
# 62  0.229228788 -0.276865406  0.1756433648  0.035625147 -0.358069793
# 63 -0.280383041  0.006171957  0.2325448395  0.084165680  0.230146730
# 64 -0.192443948 -0.058426783 -0.0082447587  0.514011407  0.175318992
# 65  0.285078049 -0.133818678 -0.3012218193 -0.098078254 -0.002521804
# 66 -0.490259913  0.105987012 -0.0609483215  0.025010387 -0.292784305
# 67 -0.216053228 -0.254854409 -0.1556933760  0.314354571 -0.108017422
# 68 -0.117749042 -0.419276372  0.1279452610 -0.006680015  0.185377945
# 69  0.101793692 -0.062189267  0.3845097137  0.051631047  0.173803315
# 70  0.202090348 -0.134142524  0.0238945935 -0.318646702  0.001159240
# 71  0.284068151 -0.329664118  0.2735456651  0.429693457  0.161626005
# 72  0.229881474 -0.351375148 -0.0125879931 -0.122162437  0.071900011
# 73 -0.146914889 -0.222057439 -0.0398833320 -0.125499263 -0.088708522
# 74  0.094985755 -0.058112037 -0.2036195680  0.281530583 -0.051842282
# 75 -0.297112880 -0.069204120  0.1292966220 -0.125999185  0.033594692
# 76  0.242108672  0.165174646 -0.2771599912 -0.279965992  0.096034162
# 77 -0.126595564  0.103956548  0.1467947037  0.394058158 -0.097681763
# 78 -0.265854050 -0.007207829 -0.5073244100 -0.221290220 -0.050734289
# 79 -0.058016664 -0.117226590 -0.0337845543 -0.152385073  0.160898149
# 80  0.114909961 -0.211150902 -0.0606426663 -0.324039210  0.106677429
# 81  0.112301075 -0.231731547  0.1390319984  0.063623384  0.153048869
# 82 -0.401449501 -0.059017258 -0.5257146962  0.248181281 -0.163406492
# 83 -0.244981518  0.028828974 -0.1327639207  0.143267506 -0.362282124
# 84  0.159059994 -0.006563090  0.2610139680 -0.237254110 -0.174031832
# 85 -0.021535710  0.294963644 -0.1954246540 -0.064915640  0.004720384
# 86  0.028902075 -0.524818078  0.0270346262 -0.066722791  0.100768600
# 87 -0.190339145  0.284996599 -0.0559170601  0.296054640  0.185947178
# 88  0.009823281  0.060837618 -0.0281030631  0.005597374  0.288982030
# 89 -0.559189998  0.237177770  0.2119656790  0.068139931 -0.040158878
# 90  0.061996659  0.015030104  0.0713369061  0.028759570  0.068298300
#            PC69          PC70
# 1  -0.195733386  0.1619353182
# 2  -0.005577871 -0.0324574360
# 3   0.152998136 -0.1031287115
# 4  -0.116395661  0.0001092036
# 5   0.011012220 -0.0625997648
# 6   0.289315884  0.0431750106
# 7  -0.309621929  0.1354830432
# 8   0.174578002 -0.0300119124
# 9   0.024076324  0.1382266973
# 10  0.097173172  0.0465206948
# 11 -0.106141762 -0.0451449311
# 12  0.034439286 -0.0801363788
# 13 -0.128746251 -0.0074421235
# 14  0.121630083  0.1332430351
# 15  0.295787663  0.1408615715
# 16 -0.123600948 -0.1172844404
# 17 -0.365295096 -0.2461675761
# 18  0.030309341  0.0352051335
# 19 -0.016326241  0.1464627046
# 20 -0.157585428 -0.0378121904
# 21  0.102562138  0.1204755977
# 22  0.161556390  0.0800279340
# 23  0.043008090  0.0149393895
# 24  0.012769182  0.0409347419
# 25 -0.038634356 -0.1821187404
# 26  0.251086043 -0.1927270887
# 27 -0.170993719 -0.1033805204
# 28 -0.073934516  0.1254718743
# 29  0.046314050 -0.0284287293
# 30  0.150864226  0.2051777560
# 31 -0.044201386  0.0230353824
# 32 -0.133767347  0.1004856262
# 33 -0.018958147 -0.2514554157
# 34  0.057866425 -0.0158429783
# 35  0.159678121 -0.1822926484
# 36 -0.105046849  0.1353743310
# 37 -0.084532596  0.0985624516
# 38  0.013715822 -0.1851779757
# 39 -0.236277912 -0.0294912386
# 40  0.042986692  0.0434118274
# 41  0.158900732  0.1935417888
# 42  0.087053585 -0.0050626658
# 43  0.080461301  0.1365156492
# 44 -0.121294639 -0.0635592298
# 45  0.126297437 -0.0424372255
# 46 -0.018671581  0.1275003887
# 47  0.246553128  0.1069749211
# 48  0.093038974  0.0138215601
# 49 -0.185512723 -0.0083020238
# 50 -0.368989595 -0.1516161952
# 51  0.011152256 -0.0752909133
# 52  0.075291854 -0.2041271936
# 53 -0.126278393 -0.0439126890
# 54 -0.009552462  0.0011036780
# 55 -0.220260587 -0.0449036554
# 56 -0.044477562  0.0951546183
# 57 -0.161051361  0.2292403675
# 58 -0.208202008 -0.0378674107
# 59 -0.174116595  0.1548653075
# 60  0.119529226 -0.0804855195
# 61 -0.269597264  0.2489471558
# 62  0.085517757  0.1749193715
# 63  0.170359577 -0.1005528894
# 64  0.226535888  0.1814856298
# 65  0.014048794  0.0785997381
# 66  0.249344939 -0.1965971584
# 67  0.166053917 -0.0148467826
# 68 -0.349904774 -0.0311315657
# 69  0.119133226  0.0482773872
# 70  0.200030873  0.0836657800
# 71 -0.086596000 -0.0815461507
# 72  0.183766837  0.0007370127
# 73 -0.386257620  0.0450961052
# 74  0.013620010  0.0608049122
# 75  0.294126572 -0.2166880885
# 76 -0.074172482 -0.0611785963
# 77  0.162593956 -0.0828533065
# 78  0.420441277  0.0189729532
# 79 -0.017522450 -0.0123618960
# 80 -0.100412479 -0.1832842156
# 81 -0.206949752  0.1027665378
# 82  0.009997921  0.0501984291
# 83  0.029547903 -0.0793762584
# 84 -0.157802197 -0.2532234134
# 85  0.048892728 -0.0321694924
# 86  0.075748392 -0.1217258814
# 87 -0.131398572 -0.0743382059
# 88  0.193595750 -0.1234874930
# 89 -0.061183232  0.0995963324
# 90 -0.023786373  0.1341219676
# 
# $prop_expl_var
#  [1] 0.1764697166 0.0385553211 0.0373327048 0.0360608415 0.0349755354
#  [6] 0.0331520109 0.0324581339 0.0293775237 0.0286939290 0.0270549604
# [11] 0.0264588266 0.0259044575 0.0252822365 0.0237121868 0.0227278932
# [16] 0.0216080382 0.0209958860 0.0194782477 0.0185897069 0.0179576952
# [21] 0.0172179087 0.0164501670 0.0155977196 0.0148210184 0.0142228043
# [26] 0.0137520648 0.0129175950 0.0126083337 0.0117024064 0.0109211362
# [31] 0.0103987601 0.0101062953 0.0095848432 0.0089441055 0.0084727398
# [36] 0.0080963026 0.0075124636 0.0070668449 0.0067070979 0.0065419072
# [41] 0.0063557233 0.0055665735 0.0054280729 0.0051948033 0.0049499613
# [46] 0.0046823766 0.0043463266 0.0039908098 0.0038461391 0.0037093890
# [51] 0.0033861228 0.0032680040 0.0030017885 0.0028417919 0.0025001036
# [56] 0.0022660805 0.0020490570 0.0019191961 0.0014832667 0.0013437545
# [61] 0.0013075947 0.0011333816 0.0010443325 0.0008917755 0.0006968250
# [66] 0.0006687470 0.0006084268 0.0004418302 0.0003884777 0.0002009021
# 
# attr(,"class")
# [1] "pca"
     mat.to.diag1<-new.cov(datos1,cls=grupos,A=diag(ncol(datos1)))
      mgpca(mat.to.diag=mat.to.diag1,mat.x=as.matrix(datos1),cls=grupos,Plot=T,ncomp=2,center = TRUE,scale = TRUE)

# $variates
#           [,1]       [,2]        [,3]        [,4]        [,5]        [,6]
# 1  -0.98465684 -0.2501784 -2.31533110  0.37505891 -2.81452653 -0.45160921
# 2  -0.89902619 -1.1706004  0.03884655  0.69109226  1.33841859 -1.03631876
# 3  -1.46571055  3.8666243  1.15185723  2.19304457  1.96555677  0.46488616
# 4   1.56316105 -3.1400340  0.44353838 -0.57978465  0.69828406 -1.43938520
# 5   0.46558109 -0.8784762  1.50083693 -0.82149972  1.03279402  2.74637269
# 6  -1.35750316 -2.9708414  2.86640802  0.90472533  0.75660269  2.36162619
# 7   0.06264700 -1.2202207  0.40619142  3.26881057 -1.13083904  0.66751928
# 8  -4.47634694 -1.5483364  0.72152542  1.45679455 -0.45119395 -0.67459440
# 9  -1.88166601 -0.4406402  1.11629827 -2.08105910 -3.48617515  1.41063912
# 10  2.71499308  0.3317542  1.97078536 -0.80192261 -0.31852882 -2.09998014
# 11  0.86022275  0.2607118  1.57542922 -0.51258986  1.40520066 -0.70609309
# 12  6.21207331  2.6599193 -1.78260030  1.17888962 -2.38279067  0.43207012
# 13 -5.73685920 -2.2952686 -1.43863545 -0.39057734  1.06747678 -0.03214724
# 14 -4.18007053 -1.4740910 -1.54136568 -1.62191408  0.17052357 -1.05261971
# 15 -0.33559942 -0.8418099  0.23497682 -0.17345119 -0.71661294  0.61584077
# 16  0.87773618  0.3291566 -0.11273473 -2.05864036 -1.15874834 -0.74625996
# 17 -4.73070608  1.4478873 -0.05738185  0.59498678  2.72898233 -1.46331015
# 18  1.73151701 -0.3347908  1.28989374 -0.57824807  1.02646941  2.50724165
# 19  0.24755214 -0.1125079  1.74615763 -0.16213016  1.34939822  2.47537921
# 20  3.50538370  0.3213062  0.30672968 -1.35570370 -2.21530554  0.67825811
# 21  1.25180290 -3.3486635  0.79889877  2.31789912  0.53921980 -3.43250964
# 22 -4.65096462  0.9811791  3.59192310  0.71598707  0.98563768 -2.04484293
# 23 -0.07932487 -0.4188220 -1.19028975 -1.31546459  0.11221884 -0.34541481
# 24  5.10194336 -0.6044871  0.42386350  1.96445005 -2.28638556 -0.12141800
# 25 -2.17345559 -1.8552128 -4.59969196  1.22989881  0.24938705 -0.80208716
# 26  1.12055864  1.1656864  0.81490449  0.53959728  1.29901453 -0.94638412
# 27  2.63235518 -1.4544425  1.99943775  1.12929339  0.52334253  0.01757651
# 28  1.99579385 -3.5648094  1.31298663 -1.77682113 -0.25686814 -1.39932724
# 29  0.82020108 -2.1644513 -0.60586235 -2.59381234  3.19820976 -0.50970547
# 30  1.06454944  1.0548218 -0.99092212 -1.86371001 -1.22635762 -0.95746287
# 31 -2.95813915  1.3038342 -1.49968727 -1.10491746  2.57952187 -1.07326883
# 32  5.85609633 -0.3193519  0.53228699  1.22817894  0.61140412  1.16896914
# 33 -3.95714173  0.8615888  0.87396304 -1.78132588 -0.61084489 -3.26823878
# 34 -0.49573660  2.9483225 -1.04564978  1.45277184 -0.92708149  2.94191726
# 35 -6.86762588 -1.1602794  2.56431010 -2.14094082 -0.72704495  2.26965327
# 36 -6.63773232  2.4997398 -1.09887869  0.71406145 -0.33670557 -0.92369271
# 37 -7.05440587  0.7147663  1.15703763  2.14815352  0.99136122  2.21355031
# 38 -0.43470914  0.6483591 -0.74171371  1.58833097 -1.52411206 -0.35872645
# 39  0.68320013  2.9918245 -0.06641193 -1.50780694  0.17911989  1.73606575
# 40 -5.41148168  1.1601878  0.86675076  0.42172995  0.13508042 -0.53661545
# 41  3.55110441  1.0366336 -0.57727345 -0.34461434  1.36886898  1.13716128
# 42  1.83540504  0.4641709  0.94091563 -1.50370641 -3.02994204 -3.11989977
# 43  0.78261512  0.1745107 -2.21352666  1.19371158 -1.42923520 -2.21764778
# 44  1.87791844  0.5677945 -0.76511339 -0.26157180  1.68452586  1.87053450
# 45  3.29370018 -0.3629237  0.13482040 -1.02747000  2.26160747 -1.80891747
# 46 -3.11653268  0.8677958  1.10495461  0.28849287 -1.00335409 -1.92274517
# 47 -0.85001717 -0.7742768  0.05948292  2.58583851  0.40892878 -0.22994477
# 48  3.54448974 -0.8689679  0.16007158 -0.91864436  0.69885112  1.25508742
# 49 -2.06029490  2.1036061 -0.53036418  1.11028772  0.24291665  0.61831121
# 50  5.58348356  0.3847051  3.67273232 -0.44344038 -2.84362347  1.40841202
# 51 -1.42946860 -1.7341670 -2.29430632 -0.07871502 -2.12223033  1.16480564
# 52  0.17314121  0.4179742 -1.43048771  3.24187191  1.77863029 -1.30043096
# 53  3.56056139  3.0260570  0.51882638  3.95920540  2.99500663 -0.88241606
# 54  1.77079306  1.6477034 -0.78624724 -1.29569072  1.48915746 -0.84496596
# 55  1.52039473  0.9319361  1.33882941  0.85557418 -0.76959609 -1.42715322
# 56 -8.61237093 -0.4104094  1.16615681  4.09424577 -3.09487938  1.71835879
# 57  3.68502239 -0.3682764 -1.99943878  0.45952057  0.72561202 -0.26983305
# 58  5.32207241 -0.9733729  2.63941775 -0.86970620 -1.31298326 -0.17217653
# 59 -5.01800035  0.4169589  0.22171310 -1.31289357 -0.91548905 -1.60479872
# 60  0.81105729  1.7771886  1.53679958  0.21740495 -1.91813178  0.66515756
# 61  1.34181299 -0.2520006 -1.00244858 -1.29555328  0.41059065 -1.81572215
# 62  1.61811078  3.3845198 -0.48205264 -0.61127224  0.28372462  1.46278069
# 63  2.11187436 -0.5173747 -2.00745857  2.83450291 -3.36947183 -1.72567127
# 64 -1.30881367  0.3659026  2.11503310  0.37467711  1.52783265  0.61725755
# 65 -0.32401925  1.4292193 -1.82455890  0.54011274  0.51976665  0.22281517
# 66  1.71793888  1.0769113  0.35089629 -2.18079705  0.36617746 -1.90410464
# 67 -5.42883049 -0.5493433  0.78871841 -1.25069556 -2.26704538 -0.14349735
# 68 -0.24925281 -0.0520431 -2.47813294 -0.43530448 -0.65214216 -3.00670331
# 69  2.38084257 -2.2851408  0.71030471 -1.81637801 -0.71816781 -1.42895552
# 70  4.22210704  2.4733908  0.83234369  1.65260293  1.37644888 -2.14707699
# 71  0.38531674 -2.0350412  2.20147903  2.22942943  1.31174495 -0.86496822
# 72 -4.39223463  2.9807396 -2.33014855 -3.98739223  0.61991177 -0.42562607
# 73  1.77726064 -0.9598622  1.23374088 -0.65851342  0.12896790  2.84109720
# 74 -1.75361547 -1.3477584  2.14659653  0.99825083  1.41971818  2.01362484
# 75  5.09471769 -0.6136741 -1.67058170 -0.85604711 -1.90392993  1.86383075
# 76  3.40898135 -0.8028851 -0.07181113  0.03755226 -2.33020129 -0.33810950
# 77 -2.59625577 -0.7451907 -0.55554334 -0.55901854 -1.15713610  0.17942257
# 78  2.14955597 -0.9830496 -0.83186710  0.32025290 -0.02911885  1.28879283
# 79 -0.44594501 -1.1327622 -0.44893913 -0.54603001  1.40982260  0.23531950
# 80  1.98814445 -2.4785453 -0.38793297  2.49484780  1.77864775 -0.06273642
# 81  2.70653159 -1.2463765 -2.02773768 -1.11090285  1.05506837  0.79307466
# 82 -0.64881309  1.5951485 -1.11965679 -0.16456990 -3.02741833  0.65261820
# 83  1.30663227 -0.8529982 -1.81892642  1.67040393  0.64950908  0.87666530
# 84 -7.93743825 -0.7934508 -0.12291390 -1.57082951 -0.54942641  1.89131312
# 85  0.52032583  1.6031256  1.76195308 -0.84964066  2.83030208 -0.88566002
# 86 -0.14202848  0.4629871 -0.58930180 -1.07378615 -1.20353622  2.12066487
# 87 -2.03538513  0.8516621  0.68653738 -3.94685775  0.31105751  0.54270032
# 88  5.86954096 -1.6273251 -3.23034395  0.60859253  0.22414233  1.73726683
# 89 -5.13553772 -2.1423697 -4.11189710 -0.73836446  2.41298551  2.08873660
# 90  5.57489549  2.8895901  0.16800659 -0.95040782  0.98343126  0.99839825
#            [,7]        [,8]        [,9]        [,10]       [,11]        [,12]
# 1  -0.969863451  2.50083429 -1.60614947  0.557796966  1.44493091 -0.956813492
# 2  -1.135275398 -0.63568346  2.07475699 -1.165134899 -1.05941847 -1.689321211
# 3  -1.283431727 -1.96220424  0.04260428 -2.089790438 -1.83080629  1.512968821
# 4   0.480753084 -0.23134354 -3.19267744 -0.649460764 -0.99669101 -1.133483815
# 5   3.269468187 -1.18430321 -0.13005050 -1.639694803 -1.52224812  1.610287181
# 6  -0.263417849 -0.56565268  0.45218605 -0.632593470 -0.34352626 -0.815844466
# 7   0.328679725  1.80027818  1.95580801  0.375508404 -1.61194927  0.369175922
# 8   0.755554359  0.39364064  1.47702132 -1.451697986  0.56228201 -1.344252183
# 9   0.580900496  0.03991126  2.41706242  0.322139693 -0.83088679  1.784929793
# 10  1.871825745 -0.28877941  0.98958608 -0.080085322  0.25751268  1.954550261
# 11  0.765147502 -1.33843785 -0.73247065 -1.640475135 -0.37913187  0.224524133
# 12 -2.600473592 -0.38601215 -0.58744583 -1.939498110 -1.89025105 -0.484056967
# 13 -0.348133404  0.49892980  0.89730983 -0.145957025  0.57237294  0.236597697
# 14 -0.379310232  0.44029101  1.11470965 -1.173164834 -2.71613994 -0.905851498
# 15  0.243680460 -0.08253750 -1.27155676 -1.935760154  0.68707539  1.424240790
# 16 -2.434793675 -2.22312250 -0.35022028 -1.230644378  1.81060378  0.667968193
# 17 -0.299543948  2.70669185  0.34229151  0.864947051 -3.01825663  0.793658146
# 18 -3.592734863  0.67975736 -2.16862598  1.977369330  1.49763890 -1.649143444
# 19 -0.536510731 -0.45408218 -2.30902993  1.851838463  0.72963487  0.799294741
# 20  2.205142259  1.07369817  1.40586463  1.059460391 -0.69758638 -1.519307630
# 21 -1.816324765 -1.78449253  0.92437406 -0.494217517 -0.28748027  0.696355375
# 22 -0.692200338  1.57756321 -2.15240288 -0.956800692  1.53913835  0.961125810
# 23 -0.010650966 -0.78359199 -0.10874031 -1.866885919  1.02631529 -4.271566698
# 24  1.750850939  0.99370560  0.55987433 -0.354967350  0.98387443 -0.110983396
# 25 -0.739911365 -1.78249642 -1.72249452 -1.029062007 -0.05884845  1.874506353
# 26  2.094798059  1.32490947  0.43586029  0.168985527 -0.07988441 -0.556861685
# 27 -0.501603254 -2.37062359  0.52234160  1.069230351 -0.42079567 -2.255775708
# 28  0.167886563  0.74592774  0.24811056  3.292151893  1.38679953 -0.628441897
# 29  1.741769801  0.50344426 -2.23727556  0.890732675  0.41978557  1.464171832
# 30  1.113901085 -1.72875360 -0.39050038 -0.413786954  0.96504880  0.483415951
# 31 -1.639455025 -0.08106878  2.59058358 -1.463970192  2.52909592  0.803426548
# 32 -0.083672975  0.17831510  0.34061803  1.029964105  0.11069878  1.381328145
# 33  1.597552978  0.57317022 -0.28306130 -0.291374427  0.55638182  1.522726109
# 34  2.933471551  2.27731702 -1.62862217 -1.964059646  1.51807231 -0.624702447
# 35 -1.520211505  1.05057142 -1.29830953  0.355535206  1.78540409 -0.643737089
# 36 -0.372168228  0.19758398  0.84113374  0.272244971 -1.63313284 -1.453368387
# 37 -1.540541998 -1.83561598 -0.08946427  1.901329082  1.54998382  1.193942817
# 38 -1.534653422  1.83960322 -1.84498876  0.266785866  2.65139059  1.363023449
# 39 -2.315851346 -1.70517860  1.21517943 -0.062733800  1.28576200 -0.670510218
# 40 -2.142771678  0.36431522 -1.82256399  1.254458357 -0.80996460 -1.260119797
# 41 -1.745133441  0.68593002  1.35951686  2.418172456  1.29100970 -3.246301664
# 42  0.609938270  1.01632149 -0.38850730  0.297509396 -1.53991894 -1.006391916
# 43  0.112689528 -3.82248423  2.56812399  2.220790676  0.95286227  1.362336749
# 44 -2.637490400  0.63882697  0.84832913 -0.009397323 -0.80426985  0.356519449
# 45 -0.031213613 -1.00083135  0.05409514  1.625899746 -2.30538570 -0.047154362
# 46 -0.556685687 -0.44921407 -0.40719287 -0.735539036  1.25402229  0.172655767
# 47 -1.231525699  1.99394085 -0.86159076  0.997370238  1.06076982  0.128220071
# 48  2.794044561 -0.20228028  0.35431362 -0.574679764  2.62954072 -1.218286675
# 49 -0.386169010  0.54446658 -1.19299109  0.134572112 -1.10921966  0.290063706
# 50 -0.771917743  1.64722017 -0.70759716 -0.488510943  1.19451913  0.886527101
# 51  2.286411794  0.06975556 -0.85785003  0.523222259 -2.32746401 -1.255175756
# 52  1.812341881  0.39675801  0.04224136  0.537030241  1.69641851  0.377013826
# 53  1.424414840 -2.44664219  1.74950169  1.169594922  1.46115464 -1.413820758
# 54  0.310575603  0.95074261  0.90651507 -0.611303788 -0.09272804 -0.822768344
# 55 -1.533270107  0.89584143  1.25702084 -0.426342008 -1.04239480 -4.360923715
# 56  2.479084119  0.77136713  0.35699821  0.007018918 -0.04417703 -0.584069156
# 57 -0.058411535 -0.14207408 -1.29225699  1.178742207 -1.82876293  2.496930995
# 58 -0.589640452  1.27821833  0.27865644  1.052941986 -3.23479682  0.405982920
# 59  2.331809913 -1.74526660  0.11733109  2.391762425  1.46665098  1.987075013
# 60  1.945663635 -0.86760711 -0.58587035  1.943281131 -0.56852888  1.856865140
# 61 -1.584274401  1.07934754 -2.74829699 -2.021602457  1.11335489 -0.448788666
# 62 -0.582079954  2.06859639  1.13504817 -2.266724904 -1.42858364  0.547706942
# 63 -1.976137169 -0.36110378  1.96382582 -1.155365839  1.23365851  1.143700047
# 64  2.725510179  0.88078266 -0.38896528 -1.058825430 -0.05506358 -0.569977515
# 65  0.887502051  1.35357791  0.41011664  1.338995905 -0.93327468  2.432733133
# 66 -0.086540177  1.64070017  1.46200195 -0.556115420  2.34720618 -0.604784569
# 67 -1.111425178 -0.95799660  0.90162284 -0.266122483 -2.03692233 -0.982385657
# 68  1.714480946 -1.19149956 -1.75743400  0.459130852  0.17716757 -1.371488085
# 69  0.705288971  2.42373945  2.04318704 -1.065702432  0.54391405 -0.818799653
# 70  1.438792766 -2.87379767 -4.94028182 -0.632006553 -1.13215441 -2.926983752
# 71 -2.581647925  1.41424073 -1.01482589  0.450657824 -0.66606732  1.693053131
# 72 -0.850727219  1.77397843  2.75758497  1.612444382  0.51455344  0.002813226
# 73  1.048436705 -2.01824468  1.38760293 -3.262508213  1.77781628  0.631738878
# 74 -1.159722843 -1.48255746  2.41471984 -1.214779484 -0.34841763 -0.584107308
# 75 -0.193046237 -1.29260597 -0.79898868  2.169620939  0.51127875 -0.040659807
# 76 -2.294871699 -0.06634382 -1.09839173 -2.309355311  0.94780855  2.661414440
# 77 -1.318293949 -3.05254478  0.47942630 -0.962457437 -0.71902297  1.142851370
# 78 -2.342056108  1.06259728 -1.18854199  1.650303401 -2.87856742  0.790187438
# 79  0.203630223 -1.96879897  0.26967654  2.129348573 -0.06873030 -0.174353165
# 80  1.859534392  1.94758969  1.12840503  0.237246772  1.01771856  0.169381625
# 81  0.591066057  0.33674484  0.18242039 -1.369487517  0.59413914 -0.076680745
# 82  0.843337922 -1.76932300 -1.77269931 -0.001995178 -1.34855953 -0.504313868
# 83  0.523643566  1.66585852  1.45389698  2.132224888 -0.64700533 -0.709382495
# 84  0.468852069 -1.79731630 -1.30635453  0.143930721 -1.05629725 -2.174393012
# 85  0.787806861  1.11552364  0.64212168 -1.842689815 -1.03179723  1.937173344
# 86 -0.118194523 -1.34101529  1.53269842  0.881281423 -0.50968284  1.414513299
# 87  1.513145537 -1.32004610 -0.47004960  2.353423048  1.06142858  0.273995728
# 88 -0.004687144  0.95033251 -0.76716324 -0.334794307  0.41389888 -0.742272632
# 89  0.559101605  1.08404424 -0.31664886 -1.257523376  0.16422713 -0.061576008
# 90  0.620181167  0.14607193 -0.11512641 -0.471350932 -1.35012994  1.436309904
#          [,13]        [,14]       [,15]       [,16]        [,17]       [,18]
# 1   0.09781036 -1.746642102 -1.86585097 -1.42385811  1.432234015 -0.35656118
# 2  -0.23947541 -1.049233272  2.20147740 -0.09974038  1.079804679 -0.22638508
# 3   1.60024153  0.314563851 -0.78909434  0.25482810 -0.924881667  1.00492791
# 4   0.67261386  0.951925115 -0.07537587  0.69511700 -1.263582791 -1.15655913
# 5  -0.03711971  0.708014530 -1.22164714  1.16768498 -0.049542236  0.95408009
# 6  -0.05356995  0.294775890 -0.23675956  2.85663031  1.431079495 -1.03771981
# 7   0.22153621 -0.670828995  1.76291927 -1.03938748 -1.127698280 -1.19905155
# 8  -0.36232142 -1.591354868  0.01254930 -0.01773311  1.169174765 -0.05241339
# 9  -1.40206397  2.559662355 -0.98163067 -0.89803780  0.728901731  1.40988479
# 10  0.57869617  1.380890943 -0.19437969 -1.50830432 -0.644498280 -0.93604054
# 11  0.62799176 -2.574854273 -0.19367123 -2.18841034 -0.159714799  0.50720535
# 12  0.27571076  0.867663516 -0.77347568  1.93188474 -0.882800082 -1.65703480
# 13  2.19493811 -0.638834677 -0.57806142  0.92433120  0.357217313 -0.19520189
# 14 -0.66001865  0.129683857  1.16515370  1.31839966  0.780533645  1.26750405
# 15 -0.77917302 -0.009579304 -0.40526586  0.50556132 -0.658762652  1.28579462
# 16  1.47388368 -1.524053728  0.33836265 -0.80110898  0.519006756 -0.58113272
# 17  1.26754003 -0.223701408  0.47382249  1.12259900 -1.031574270 -1.41881753
# 18 -0.04730907 -0.668888225 -0.09691746 -0.42535365 -0.529193855 -0.09327737
# 19 -0.49187763  0.398086109 -1.61611679 -0.60080616  1.512343002 -0.49549827
# 20 -1.74290851 -0.359606602  0.89835667  1.81146743  1.708490461  0.64671206
# 21 -0.53368482 -0.464888590 -0.44107532  0.59560514 -0.119517893 -1.10730183
# 22 -1.00204570  1.059491064 -1.81620189  0.48591391 -0.741793492  0.42189416
# 23 -1.54122060 -1.665290371  0.58959133 -0.38524601 -3.879267043  1.75489858
# 24 -0.57136658  0.080808349 -0.78478328  1.17416165  1.186403041  1.33583398
# 25 -2.31348309 -2.835170829  1.80515167 -1.60890224  1.819051215  1.51730727
# 26 -0.57935783 -0.386990596 -1.56572373 -1.38837679  1.082492774  3.03163274
# 27  1.56477188 -0.101911029 -1.31560157 -0.72632633  0.821619462 -0.16331007
# 28  2.66916785 -0.373275591 -2.13862302  1.09660859  0.899557443  0.04398411
# 29  0.02560060  1.993261655  1.18397768  0.23965208 -2.263768134  0.97431522
# 30  0.67382174  0.289844574 -0.58962918  0.09450474 -1.851324212 -1.78700378
# 31  2.15970090  1.516261307 -0.34709923  0.29393850  1.244775731 -1.74736108
# 32 -0.61286914  1.356598286  1.31388763  0.31438982 -2.424318245  2.30951174
# 33  0.63412275 -0.153850994  0.07654268  0.03325398  1.312925738  0.93180521
# 34  1.33239100  1.760332669  0.21202442  1.87853977 -0.249924984 -0.86564579
# 35  0.28292791 -0.926339134  1.28177014  1.33522542 -0.046001132  0.05290734
# 36  2.41972975  1.860906144  0.70994914 -1.44450371  0.346619300  0.62404954
# 37 -1.40045801  2.550024904  4.32890113  2.02243364  2.193881213 -0.75323870
# 38  1.11360824  0.935436553 -1.36879433  0.72347494  0.653204272  0.76417882
# 39 -1.62609761 -1.089918210 -1.73112660  1.94528364 -1.639077217  0.47954054
# 40 -2.11017197 -0.370217751 -1.16263575  0.34886212 -0.197863787  0.87425201
# 41 -0.64228312  0.473381422 -0.64187240 -1.50692673 -0.429463043 -0.84711808
# 42  0.02996328 -1.561592045  0.43578670  1.16353313 -0.355115652 -1.04188147
# 43  1.10466444 -2.271363871  0.92833571  0.75363038  0.668067632 -0.28350999
# 44  2.10613317  1.305027193  1.02918147 -1.15283722 -1.688349706  2.81149548
# 45 -0.81208541  1.654147335 -0.33356667  0.73829499  0.920914723 -0.89050778
# 46 -0.18376166  0.286519051 -0.01315064 -1.15884633  1.352535612  1.33139584
# 47 -1.36154528 -0.833789574  0.97180086 -1.31402989 -0.684874866  0.75505108
# 48  1.04928198 -0.233354277  1.37129290 -0.56084054  1.150591817  0.89737189
# 49 -0.43149431 -0.257449604 -0.31006266 -0.17107338  1.348129988  1.52456436
# 50 -0.53088780 -3.336482510  2.21415983  1.51289807 -1.642516713 -0.64261823
# 51  1.54984738  1.131982392 -1.96265488 -0.59633408 -0.645207601 -0.19794553
# 52 -1.66851238 -1.157560827 -0.83617735  1.74435891 -0.972604387 -0.81965691
# 53  0.23909817 -1.173439916 -0.46052729 -0.16825841 -0.874373640 -0.25969502
# 54 -2.33086298  0.229849782 -0.72080668 -1.55028942  0.007236800 -0.37603808
# 55 -1.03316332  2.870916477  0.60557145 -1.67051093  1.309277257  0.71691402
# 56  2.36540866 -0.922202641  0.59466333 -0.97238378 -1.660237683 -2.00275558
# 57  2.31158474 -1.146305815 -2.10085313  2.11164165  0.698289373  1.39430804
# 58 -1.39619848 -1.262540843  0.96433196  1.77199018  1.011747516  1.01772713
# 59 -2.34337363  0.029759357 -0.18929326 -0.67360092 -2.759685365  0.24908634
# 60 -1.57699404 -0.506397495 -0.81229818 -3.76858405  0.181443069 -1.11713919
# 61 -0.12088208  1.102358746  1.61062106 -0.48965947  0.566970197 -1.97629214
# 62 -0.58376592 -1.736888022 -0.92950033 -0.43934216  0.886208014 -0.22146331
# 63 -0.05320948  3.022920707 -1.15810776  1.32052136 -2.052280151  1.34397681
# 64  0.32839265 -0.135505532  1.00925340 -1.05853379 -0.196629162 -0.45348896
# 65 -1.28392033 -0.486364850  0.08520293  0.99524207  0.415264697 -0.99834541
# 66  1.30093610 -0.490313989  0.33144747 -0.14091607  1.058597454 -0.29246840
# 67 -0.01830533 -0.771022809 -0.11640791  0.96225465 -0.599722767  0.22382627
# 68 -2.46039271  2.574725584  0.25845749  1.41615936 -0.405251765 -0.58193066
# 69  0.74365157  0.475977833  2.34401107 -0.68364205 -1.205949431  0.32146141
# 70  1.01186204 -0.550173357  1.12802243  1.40176340  2.002727924  0.08556264
# 71  1.11786259  0.008296680 -0.61560197 -2.41352439 -0.630359385  1.32390648
# 72  1.48796739 -0.737288480 -0.77368521  2.85827048 -0.473504259  0.76333787
# 73 -1.68927191  0.264958405 -1.65407797  0.44809452  2.120897016  0.27807446
# 74 -0.11365807 -0.128929697 -1.24008533  0.10905732 -1.657559989 -0.23995338
# 75  2.62565482  0.808808943  1.43193233 -1.63717987  0.930400667  0.44149841
# 76 -0.47406721  1.696361839 -1.04113074 -1.42910242  0.397891702 -0.91281573
# 77 -1.41827065  1.744141916  1.95965031 -0.35989024  0.257509823  0.60084864
# 78 -0.87039192 -0.701820578  0.95068946 -0.15010064 -0.129350552 -2.36249056
# 79  0.25063228 -1.090513521 -1.51159113  0.49779369 -1.502951303  0.23228479
# 80  0.88691439  0.932072347  1.86987591  0.58405613 -0.156866389 -0.57181725
# 81  2.49828083  0.985711056 -1.27635422 -1.11288012  1.086412818  0.34975329
# 82  2.40427013 -0.415698709  1.42273234  0.21287079 -0.379297531  1.86489063
# 83 -2.36069800  1.130901045 -1.92083433 -0.55151052  2.212305798  0.68641784
# 84 -0.26496169  0.973334480 -2.41270526 -1.13636274 -0.712523256 -2.22685836
# 85 -1.69637074 -0.069218713 -0.23672881 -0.92433332  0.511131714 -2.31224897
# 86  0.28923466 -1.148916872  0.11826989 -0.95271219  0.007167762 -2.40959372
# 87 -0.53574349  1.191231942  2.04478555 -1.22797745  0.208274597 -0.12473228
# 88 -1.68338647  0.144330480 -0.19193922 -0.26976596 -0.902208190 -2.25199953
# 89 -1.04614406 -2.436714968  0.13604863 -0.47331322 -0.060501113  1.01702841
# 90  1.50274880 -1.058666617  1.57899212 -0.50142504 -0.126821073 -0.17808323
#          [,19]       [,20]        [,21]        [,22]        [,23]        [,24]
# 1   1.23987151  0.53460813 -0.330915814  0.552958935  0.538515010  0.904872870
# 2  -0.45317122  1.36396315  1.002105688 -1.452112540  0.323497268 -0.740250148
# 3  -0.75079882  0.87838378 -2.020428743  1.580952727  1.408937235  2.195618640
# 4  -0.76252872 -1.23880614  0.572549475 -0.443581956  0.689014381  0.783697710
# 5  -0.93712694 -0.17595826  0.643785989 -1.944594157 -0.844155117 -0.585865012
# 6  -0.48599667  2.06523308  0.700303938  0.268261889 -1.652494635  1.480205555
# 7  -0.37373520 -1.31579372 -0.516993415  0.816153638  0.588389008 -0.296681269
# 8  -1.96100480  1.96441446 -0.541631657  1.429274112 -0.015891376 -0.385578759
# 9  -0.06448866 -0.60305837 -1.956106134  0.576368875  0.956012642  0.615528878
# 10  1.77511866  2.15450031  2.111776025 -1.217363839 -0.529626225  1.051572052
# 11  1.83939003 -0.38784781 -1.215015939 -0.506694166 -0.317898737  0.977861599
# 12  0.10639721 -1.19860507  1.331649157  3.288290020 -1.380815554  0.880984792
# 13 -1.00908747 -0.85606784  0.487281225 -0.150448063  0.623726743  1.536243029
# 14 -0.13481768  0.13182410 -1.129822551  0.268596617  1.315590893 -0.652530079
# 15  0.48309974 -0.75220559  1.634180322  0.507633466  1.369506407 -1.580205025
# 16 -0.04824668  2.30223699 -1.173732248 -0.570611748  0.058927391  1.000901764
# 17  2.49894454  1.06334061 -0.675112038  1.534854642 -0.327192325 -0.765986415
# 18 -1.21156676 -0.67769193  0.755719432 -2.059671056  2.057304875  0.510825669
# 19  2.07470980  1.20037144 -0.635948927  0.152156728  1.053022108  0.265880915
# 20 -1.95777506 -0.89117041 -0.597761077  1.644252978 -0.033014938 -0.009524137
# 21  1.79611289  0.22234591  0.178937332 -0.864673878  0.496747123  0.512517721
# 22  0.50836745  1.03822183  0.448315981  1.310602730  2.186036254 -0.691212631
# 23  1.63843492  0.89968810 -0.991611781  1.234447861 -1.074226672 -0.528239237
# 24  0.65243065  0.30554051  0.060267008  0.159825333 -1.163668529 -0.530743551
# 25 -1.22251766 -0.39862717 -0.462114139  0.288049999  0.765366619  1.242768286
# 26  0.33477498 -0.70053032 -0.487923631  0.627110769 -0.192691644  1.169661496
# 27 -1.09809096 -0.84462813  1.775551206  0.665250248  1.768267151 -1.359352189
# 28  0.42973010  1.30742394 -1.770406298  0.417644683 -1.181711285 -1.210789634
# 29 -2.36237597  0.71818940  1.845386988  1.029220389 -0.061857499 -0.087747649
# 30 -1.70681019 -1.68304399 -1.212456530  1.602997032  0.373618858 -0.907785212
# 31  0.21308147 -1.82511990  0.534786190  1.543234842 -0.989353284 -0.382137497
# 32  0.21069372 -1.18571200 -3.009938501 -2.035882730 -0.692338829  1.072555341
# 33  2.62614604 -0.55820277  0.794748709  0.258868249 -0.955996240 -0.698134028
# 34  1.15598833  0.75730557 -1.416013150 -0.562998134  1.256729333  0.085268350
# 35  0.89423176  1.19799172  0.124845998  0.730807579 -0.660717470  0.009864233
# 36 -1.46323522  0.24009710 -0.522721895 -0.727659309 -0.334387426  0.396302634
# 37 -0.69532302  0.47732525 -0.431194871 -0.472506406 -1.336612332 -0.094780772
# 38 -1.48647867 -0.71874158  0.026096044 -0.681205576  0.206893713  1.658472565
# 39 -0.25768190  0.85733232  1.574013971  0.329310197  0.416222473 -1.070022923
# 40  1.20839919 -2.30965210  1.122954225 -1.114392209 -0.694582466 -0.881675738
# 41  0.77639278  0.91478819 -1.141102163  0.629462532 -1.594428121  0.398156604
# 42 -2.43190118 -0.99744512  0.264943264 -2.135256297  0.486170443  1.335923480
# 43  1.37463198  0.23284625  1.466892338 -1.199534403 -0.103929456 -0.318145994
# 44  0.64469981  0.15954607  1.544248817  0.871366007 -0.441362979 -0.299149515
# 45  0.73670663 -0.68812385 -0.301846416  1.621613453 -0.506513404  0.791806906
# 46 -1.07655599 -1.97104652  1.218823189  0.777875810 -2.590286872 -0.531290366
# 47 -0.17345548 -1.03684397 -0.966416005  1.895460386 -0.384362487  1.062718404
# 48 -1.03811164 -0.23187345 -1.502360140  0.870447944 -0.372176326  0.110918223
# 49 -0.77629151  0.82096555  2.171713892 -0.281323645  1.350586979 -1.882379622
# 50 -1.38495267  0.77757969  0.023006355 -0.114508365  0.264624400 -0.978446168
# 51  1.37539170 -0.70959376  0.727067902 -0.667690923 -1.256339921  0.169417286
# 52  1.43924378 -1.78430396 -0.486555580 -0.402556748  0.974352931 -1.170440545
# 53 -1.66161908  0.92887182 -0.337186115 -0.438711993  0.840477199 -0.373633622
# 54 -0.60301518  0.91418760  1.260648297 -0.699535146  1.161498674  2.637566499
# 55  0.08009818 -0.33429254  0.005564037 -0.005744693  1.067939307 -1.380065456
# 56 -0.19938980  0.07322192  0.605165454  0.134866761 -0.050823929  1.339472521
# 57 -1.47405504 -0.13654272 -1.255769540  0.407888386  1.848624080 -0.672480667
# 58  0.50271306 -0.70642519 -0.059989073  0.516729461 -0.883046564  1.570762803
# 59 -0.23571242  0.94185696  1.017114009  0.261655536  0.555095951 -0.971434291
# 60 -0.41868695 -0.09359911  0.815358435  1.082405833 -0.901273447 -1.138654616
# 61  0.52063093  0.35866398  1.159649797  1.272407730 -0.567084116  0.717897633
# 62  0.49924203 -0.40195497 -0.663323221 -1.087896819 -1.626394540 -1.263870127
# 63 -0.35087411  1.96196729  0.603402447 -1.140847368 -1.271354103 -0.652037145
# 64 -0.79143683 -0.64793095  0.387899947 -0.111383932 -1.070835726  0.029570800
# 65  0.81976855  1.73652845 -0.480264341 -0.165724179 -0.567381674  0.378671140
# 66  0.55710737 -1.77521785 -1.101515174 -1.136103298  0.153957327  0.414263716
# 67 -0.44217802 -0.07140561 -1.596125060  0.063426619  0.626430434 -0.774545492
# 68  0.91309644  1.57454319 -2.672721987 -0.430310258 -0.296000689  0.226970931
# 69  0.23704111  0.42348825  1.538216566 -1.085909657  1.961417676  0.537599888
# 70  1.08756558 -0.52774714  0.143968494 -1.099144810 -0.306722091 -0.218170018
# 71 -0.38830216  0.98183461 -0.691897462 -1.577184523 -3.466859285 -0.163370675
# 72 -0.42953232 -1.06050022  0.506472649 -1.807666860 -0.008615644  0.280590275
# 73  1.59724926 -2.13604924  1.480994340 -0.468510709 -0.717610312  0.700906196
# 74  2.15731079 -0.95443763 -1.097180431 -0.191733147  1.728222356  0.033005422
# 75  0.08758363  0.98111523 -1.085336202  1.095661617  0.593433639 -2.598426404
# 76 -0.68900268 -1.16298445 -1.596509732 -1.545309543  0.713331315 -1.755823390
# 77  0.07026766 -0.85353440 -0.135169964  0.357506626  0.274986899  0.470525917
# 78  0.46185333 -0.92527723 -0.122246114 -1.725500731  0.594787432 -1.499031658
# 79 -2.18370931 -1.22744809  0.344272092  0.739673395 -1.992715842  1.193436481
# 80  0.70116944 -2.45054177  0.741655483  0.396816048  0.440690413 -1.071423389
# 81 -0.08865670  0.83363422  0.120419111 -0.654384242  0.523153001 -0.805438203
# 82  1.16743765  1.72310102  1.490243379  0.149523495 -0.095989229  0.276110534
# 83 -0.51502709  1.90267295  2.040997371 -0.016075686  1.614676264  1.309294029
# 84 -1.44791827 -0.09587090 -1.511173146 -1.586861785 -1.198115890  0.284187502
# 85 -2.55627277  1.72946781 -0.689452768 -0.444709961 -0.488500033 -2.022556332
# 86  1.13373536 -0.24997083  0.077146874  1.272135333  1.342250026  0.415502205
# 87  1.08382339 -0.45754028 -0.377855711 -0.271546871  0.955388014  1.054932593
# 88 -0.01875828  0.86381263  1.048114165  0.138624838 -0.367266680  0.455426211
# 89 -0.65953508  0.33615439  0.031534336  0.184332484 -1.478908822 -1.570908907
# 90  0.76712538 -0.84122096  0.409057743 -0.260942471  0.519710521  1.023726205
#          [,25]        [,26]         [,27]       [,28]       [,29]       [,30]
# 1  -0.57381434 -1.109054468 -0.2922846477 -0.25424513  0.14578010  0.09320635
# 2   2.05886924  0.882208809  0.4067974698 -1.07648509 -0.17652314 -0.26999931
# 3  -0.76618892 -1.082776665  0.6312545568  1.21920703 -1.81808233 -0.57878045
# 4   2.07931613 -0.697770585  0.8666493306  2.08446068 -0.05466914 -1.00082152
# 5  -0.05189894 -1.913761533  1.1444408461  0.08405192  1.25680069 -1.23752724
# 6  -0.73256811  1.291833972  0.0008787739 -0.93485749 -0.11255419 -1.01405412
# 7  -0.19690376 -2.542741059 -0.6312980810 -2.32543432 -0.14099047 -0.60568535
# 8   0.41193610 -1.352596807  1.6513384156 -0.72309538  1.92540978  0.68652485
# 9   0.46858730 -0.741519205 -0.4372714743  1.76343158  0.04955459 -0.77446781
# 10 -0.75116915 -0.555781845 -2.0449434180 -0.78506405  0.39299733  1.16249001
# 11 -0.35458077 -0.654544325 -0.8469628992 -0.05761099  2.00893834 -0.08270401
# 12  0.52119803  0.021266406 -1.2970116683 -0.22376375  0.30779559  0.77104077
# 13 -1.73866888 -2.048086976 -0.1758448754 -0.90210750  0.80141301 -0.04979343
# 14  0.32054807 -0.731425529  0.0805891644  0.27305847 -1.78205345 -0.24631108
# 15  1.62558617  0.254841286 -0.3307891292 -0.30324113  0.46238341  0.08122501
# 16  1.34154092 -0.005733297 -0.6551738767 -0.94835025  0.03303328 -0.66115001
# 17  0.28597006  0.723661032 -1.8595706347  0.75489317 -1.10172399 -0.11993143
# 18 -0.08012059  0.510746674 -0.0914871919 -0.38688050  0.83585945 -0.14744504
# 19  1.38153106  0.042866931  0.1070180372 -0.66552734 -0.06154990  0.24124560
# 20 -1.10207939  0.037140175 -0.0626790954 -2.18416416  0.90628668  1.16968507
# 21 -1.98502909 -2.779092056  0.0221233941  1.60830049  0.16867228  0.27315631
# 22 -1.29153024  1.863054120  0.7256848645  0.02085347 -0.10215244  1.36329229
# 23  1.59194859  0.666542322  0.4354792938 -0.15282436 -1.60800039 -1.22974260
# 24  0.10410185 -0.218505642  1.2678329034  1.13927654  1.32827554  0.64750437
# 25  1.14693986  1.159683156 -0.6394474178  0.64828052  1.63507529 -0.52852366
# 26 -0.59801291  1.535620026  0.0120958513 -0.73857824  0.41800150 -0.38596368
# 27  0.03035467  1.352941150 -0.3629784792 -0.76161798  0.69068497 -0.04628965
# 28  1.76023389  0.167215781  0.9805247167  1.14603705  0.42215410  0.75729002
# 29  0.89753303 -0.431109450 -0.1116505120 -1.41664111 -1.01893771  1.43508140
# 30 -0.01623431  0.297893880  0.0073489796  0.80701693  1.21712529 -0.71777662
# 31  0.85685523  0.993615295  1.2409096467 -0.11633247  0.83170350 -0.64080342
# 32 -0.90834921  1.349380141 -0.0106794912 -0.24609772  1.72494264 -0.16119742
# 33  0.12755791  0.059277598  0.1237517639 -1.23401708  0.01372431 -0.34315195
# 34  0.68795234 -0.153807974 -0.6331629441 -0.27271146 -0.08052825  0.65034194
# 35 -1.25015299 -0.944993022 -0.6532988376  0.84366478 -0.25949664  0.87026965
# 36  1.53765445 -0.456450086 -0.2240489594  1.59292954 -0.47238056  0.12912555
# 37  1.24591458 -0.382995747 -0.8242594933 -0.01809241  0.34709099 -0.81988004
# 38 -0.66727025 -0.273504028 -1.7057922173 -0.39576843 -0.43527582 -1.11062716
# 39 -0.45573201 -0.940538780  0.8808624554  1.35093120  1.37895005  0.03704782
# 40  0.58726754  0.285008190  0.9953371979  0.08244217 -0.54679914 -0.12409188
# 41 -1.74674171 -1.915476472 -0.8801807857 -0.54341862 -0.11059080 -0.29302261
# 42  0.12375643 -0.771979142 -0.2847066990 -0.23257834 -0.54496650  1.00806246
# 43 -1.23882761  0.830385769 -0.4808342826 -0.33584376 -1.76583286 -0.31003975
# 44 -0.76647330 -1.134726945  0.1569775151 -0.70640024  2.48669549 -0.51854629
# 45  0.18989282 -0.295811841 -1.5907633616 -0.61664565  0.55059827 -0.18203220
# 46 -0.89861551  0.174333752  1.3035274466 -0.01212161 -1.56811594 -0.59266767
# 47  0.24011596 -0.056105823  0.5689922383 -0.45359326 -0.73617001 -0.37111037
# 48 -0.06109178 -0.838585187 -0.5946225493  0.34052636 -2.27300944  0.48462602
# 49  1.04767343 -2.151245591 -0.6289909345  1.07742340 -0.20260575  0.71441809
# 50  0.12520600  0.673237925 -0.1003390410  0.35660683 -0.52420753 -1.90268522
# 51 -0.39333825  0.657021698  1.4957011327 -0.96136641  0.17089844 -1.46346425
# 52 -0.14075378 -1.224221062  1.0097048949 -0.65084611 -0.44569126 -1.45253355
# 53 -0.24646490  1.033463635  0.5269898061 -0.12689055  0.10806273  1.58908058
# 54  1.19336442  0.011725889  1.3116232271 -0.79817808 -0.73434306  1.49510891
# 55 -0.76709561  0.664513184 -1.4395247645  0.72012030  1.27491755 -0.13300804
# 56  0.72578472  2.099335146  0.5463956333  0.73146184  0.45333963  1.43611927
# 57  0.67764885  1.583341336 -1.2502831383 -0.98701924 -0.15600477 -1.07255158
# 58 -0.53709909  1.436514404  0.5800821375  1.28772092 -0.63573688  2.03294928
# 59 -0.04310086 -0.023184714 -1.0444973288  0.13747626  0.08047042 -0.17580773
# 60  0.77989411 -0.240051578 -0.9657975383  0.69188223  0.29958638 -0.73796745
# 61 -0.48797826  0.500150046  1.7356641764 -1.15776000  0.33574958 -0.31747560
# 62  2.08262443 -0.549696322 -0.1918472782  0.64265617  0.20181972  0.23081133
# 63  0.48012683  0.615241987 -0.9088399507 -1.05674026  0.07904995 -0.27384636
# 64 -0.37381356  1.674889058 -1.5621940616  0.04340809  0.04086701 -1.02812419
# 65  0.43588010  0.258828827 -0.2116359775  1.27122563  1.24127300 -0.01738891
# 66  1.59616493 -0.864305023 -0.6755467825  0.07647853  0.51627556  0.43944808
# 67 -2.74745718  1.046890535 -0.5021798646  0.02915060 -0.28999102 -1.35500962
# 68  0.13452444  0.089524872  1.0708158666 -0.91356033  0.75245848  0.40529717
# 69  0.36632427  0.267804161 -0.9811976939  0.87406729  0.46648178 -1.46645442
# 70 -0.98081613 -0.565919815 -0.3944632452  0.40153655  0.55663843 -0.44851347
# 71  0.29961685  0.104669659  1.4504716667 -0.02542800 -0.58179268 -0.27506863
# 72 -0.01135853  0.585370941  0.5766986232  0.07365049  0.61444465  0.71110583
# 73  0.44120203  0.414392548 -1.6356577052 -0.68629046 -1.87889119  0.62056702
# 74  1.39223604 -0.074587307 -0.3217918790 -1.09475806 -0.82063847  1.33780456
# 75  0.45686757 -0.217899165  0.4186455263  0.20805826 -0.23790732  1.05020915
# 76 -0.96071682 -0.229389245  0.5802919805 -0.44626585 -1.41633694  1.41891050
# 77 -0.50831194  1.480518524  1.0811661907  0.24388449  1.04115898  1.41335491
# 78  0.39079426  0.197361377 -0.6469426622 -1.85690989 -0.17292748  0.82439675
# 79  1.14378766 -0.904242385 -0.7548340469  1.50266850 -0.70100259  1.01609513
# 80 -0.96151649 -0.452615945  0.7538448971  1.39410822 -1.15790552  1.33721663
# 81 -1.68973188  2.427001259 -0.0338469144  1.38808861 -0.51339814 -0.37582220
# 82 -0.54114999 -1.450454367  0.7237762171 -0.70658964 -0.34443142  0.37852320
# 83 -0.11606752  0.307131900  1.2252390268 -0.02196014 -1.63467998 -1.93595234
# 84 -0.05198182 -0.116981386 -0.4190150907 -0.96530696 -0.50949934  0.10262515
# 85 -1.47527304 -0.039459384  0.7136852244 -0.01198535 -0.45126652 -0.79053602
# 86  0.05435972  0.431434349  2.3840840574  0.37218315  0.41417888 -0.46168924
# 87 -1.01115784  0.070779188  0.5654819093  0.86434443 -0.76877782 -0.66536762
# 88 -0.41508959  0.537423851 -0.9570773024  2.75855368  0.41470229 -0.25807317
# 89 -2.48293483  0.400582268 -1.3345238915  0.21242208  0.16748215  1.69941002
# 90 -0.27198121  0.065062747  2.3219930579 -0.62657331 -0.62136333 -0.34318967
#          [,31]       [,32]        [,33]       [,34]       [,35]        [,36]
# 1  -1.55671972  0.14205237 -1.525068203  1.03386425 -0.08296527 -1.478063489
# 2  -1.69346700  0.11313445  0.693409044 -0.21775053 -0.92288311 -0.170569957
# 3  -0.48821436  0.50728345  0.321627285 -0.38299595 -1.98439366  0.013393653
# 4  -0.58432868  2.49640844 -1.145357019  0.24837297  0.07736915 -0.819592663
# 5   0.20762197 -0.70717623  1.056568485 -0.72469147 -0.18520512 -0.204216467
# 6  -0.38517411 -0.28447045 -0.002135848  0.45352646  1.86754620  0.815600523
# 7   1.13660094 -0.45525800  1.249681220  0.11012870  0.61712649  1.391787453
# 8  -1.16914812  0.84935369 -0.257441000 -0.18622137 -0.06659763  0.039881810
# 9   0.71885641 -0.33805269 -0.963568408 -0.52667705 -0.36990476  1.294112953
# 10  1.60038611  1.26921853  0.231786151  0.26718824  0.11282279 -0.010845901
# 11  0.21680021 -0.43776014  0.302174520  0.28841984  1.55215069  0.809535655
# 12 -0.68825627 -1.36307492 -0.228237694 -0.11151197  1.19349174 -0.324698497
# 13 -0.75261049 -0.60765793  0.142084832 -0.01082201 -0.47593500 -0.442595835
# 14  0.53856712 -1.87151124 -0.054352071 -0.31798830 -0.37717613  1.113498996
# 15  0.07824475 -0.48652316  0.152622930  0.50455402 -0.07156335 -1.610879157
# 16  0.50993283 -0.45647401  0.350682917 -0.07704686  0.63146316 -1.348481729
# 17 -0.08367732  0.59711977  1.052264641  0.72518885  0.77278657  0.595541358
# 18 -0.28787350 -0.43102466  0.117995981 -0.41256834 -0.46529770  1.015510411
# 19  0.22303269 -0.29345786  0.155539438 -0.58377168  0.54559079  0.030282651
# 20  0.64660161  1.03274742 -0.485968923 -0.45952856 -0.45592571 -1.505430676
# 21  0.36990550 -0.51133150 -0.817324939  0.98933613  0.42547705 -0.754838777
# 22  0.91432645 -0.04920128 -0.416792085  0.28663567 -0.02566712 -0.116033369
# 23  0.70176941 -0.04346745  0.035914858  0.51339796  0.75574289  0.119209366
# 24  0.05654731 -1.34654778  1.890233899  0.83755152 -0.46602547  0.895994661
# 25  1.27929297  1.08944914  0.014723552  0.33880310  0.15023558  0.889042918
# 26  0.24068928  0.32089846  0.410902309 -0.25417350  0.51548865  0.044695611
# 27 -0.60261233  0.96189440 -0.719773272  0.21334010 -1.01580603  0.744083046
# 28  0.94747267 -0.01530578  0.562838418  0.84170290 -0.11907500 -0.406593931
# 29  0.46792608 -0.03069340  0.171470861  0.76059051  0.19045692  0.157720268
# 30  0.50323418  1.85124007  0.068074458  0.14021991  0.29893245  1.749457445
# 31  0.78531403  0.93407174 -0.595472579 -1.69829525  0.01272527  0.432772636
# 32 -1.01208399 -0.25613422 -2.124255312  1.02938030  1.56743785 -0.475708566
# 33 -0.18265778 -0.57255685 -1.017378218  0.86808008 -1.51027440  0.165112616
# 34 -0.73947618  1.22634282  1.929122672  0.06675210  0.82663081 -1.296783587
# 35 -0.26147545  1.15386868 -1.198325031 -0.67642089  0.18608270  0.662165628
# 36 -0.83136611  0.18178755 -0.551831119  1.36790934  0.44072734  0.280183125
# 37  1.57016515  0.13591080 -0.356221722 -0.09092615 -0.14455096 -0.370435376
# 38  1.16176885 -1.93943866 -0.636672052  0.31413753 -0.43644878  0.091486930
# 39 -1.60251132 -0.57415219  0.150736878  1.07899149  0.35732962  1.526874407
# 40  1.09844382  0.07067187 -0.304243528  0.61966893 -0.09229656 -0.373074957
# 41  0.48968062  0.93769864  0.491491021  0.07689883 -1.38358002  0.125812909
# 42  1.07042743  2.03346824  0.581825080 -0.03162125  0.98763761  0.600671731
# 43 -0.19630966 -0.60064286 -0.122165922 -0.07618476 -0.07724641 -0.392378813
# 44  0.69272883  0.26230550  1.097812767  0.30025221 -1.23540839 -0.809579958
# 45 -1.58067487 -0.69391611 -0.006207581  0.11117792  1.26616166  0.260373991
# 46 -1.69534994  0.84182552  1.045081437  1.70627668 -0.44609700 -0.511638275
# 47  0.50429743 -0.56016564  1.492017448 -0.76746570  0.34234485 -0.068137058
# 48 -0.38831429  0.08559192 -0.451915577  0.95758664 -0.48870812  0.046270818
# 49  0.29471518 -0.12699958 -0.095870452  0.87717793  1.28603495 -0.308182407
# 50  0.15895291 -0.42983880 -0.116531050  0.55079146 -0.56339826 -0.299133884
# 51  0.04268809 -0.06193171  0.685914610  0.12081621 -0.54239705  0.630376068
# 52  0.81489035  0.78969983 -0.841823826 -1.11487733  0.06071908 -0.528632079
# 53  0.57703539 -0.24610315  0.423790157  1.34575850 -0.18883064  0.894065267
# 54 -0.20860810 -0.87049136 -0.468701805 -1.01898660  0.46910802  0.003714266
# 55  0.67283359  0.12107538  0.043309928 -1.63328166  0.29488692 -1.356536654
# 56  0.47829108 -1.03806331  0.253753904 -0.97952713 -0.02851133 -0.250076748
# 57 -0.61977588  0.10744367  0.059550163 -1.00796847 -0.74055255  0.185735087
# 58  0.72918620  0.63308486  0.487581907 -0.74999023 -1.79521346  0.181180249
# 59 -1.45444290 -0.32456232  0.303678571 -2.71482413  0.38189609 -0.349843814
# 60 -0.01391210 -0.14803764 -0.650564434  0.68453081 -0.06960436  0.209149035
# 61  0.68728336 -0.78717080  0.032128008 -0.41337572  0.05282886  1.196265811
# 62  1.04849744 -0.36249653  0.001529339 -0.61686502  0.27606627  0.339999627
# 63  0.02406837  1.18656991 -0.113631558  0.32846861 -0.72142308  0.282329136
# 64 -1.28493740 -0.74234040 -1.640321626  0.54937879 -1.38025640 -0.166912565
# 65 -2.44837130  1.45599819 -0.237435388 -0.10041261 -1.25153798  0.373723788
# 66 -0.66308001 -1.29649493  0.740502603 -0.68427671 -0.66247809  0.983199897
# 67 -0.34474722  0.02468964  0.842933944 -0.57746708  1.04623485 -0.433239622
# 68 -0.34765804 -1.56800284 -0.145682599  0.11893320 -1.12371611 -0.515188331
# 69 -1.31146344 -0.80750703  0.079719800 -0.37011169 -0.18913392 -0.835331506
# 70 -0.02080361 -0.34365753  0.752202429 -1.58218842  0.18224700  0.110233264
# 71 -1.02293367  0.58730144 -0.182682992 -1.77675227  0.78683395  0.417886381
# 72  0.21397170 -0.23166059 -0.238741869 -0.05270005  0.95822511  0.203732050
# 73 -0.41868656  0.96369144  0.070067003  0.03160225  0.15928174  0.532099844
# 74  0.38873591  0.91056552 -0.866347930  0.17105905 -1.02667457 -0.436019971
# 75 -0.41021678 -0.35895891 -1.193537912 -0.80772451  0.86827412  0.344840391
# 76 -1.71208596  0.29077627  1.201524930 -0.57905674  0.07491632  0.159914961
# 77 -0.18466033 -0.50337314  0.426020808  1.13110600  0.05130813 -0.381229061
# 78  0.09439675  0.39818258  0.662663597  1.77779899 -0.49044123 -0.121635613
# 79  0.05642123 -1.26142697  1.030623286 -0.99396372 -0.07517857 -2.139093823
# 80 -0.31648974 -0.46587869 -1.131710277 -0.37938020  1.28214308  0.543206556
# 81  1.98109920 -0.21796520  0.696661977  0.68696594  0.46651812 -0.419111179
# 82  1.10171965  0.66900008 -1.591848569 -1.20754350 -0.15061042  0.797487863
# 83 -0.12880272  0.76225143 -0.135539263  0.20750300  1.05092566  0.098509296
# 84  0.48383933 -0.97536453 -1.520129499  0.18110442 -0.61941773  0.036566997
# 85  1.20008403 -0.48360483 -1.017025187  0.20659776  0.25519417 -0.922454941
# 86  0.09155418  0.36755464  0.834984501  0.51991477  0.62238995 -2.030494854
# 87 -0.46266224  0.59359136  2.265760662  0.45617921  0.08682183  0.513829569
# 88  0.83787502 -0.60129629  0.339676042 -0.18159617 -1.74926226  0.513837817
# 89 -0.45400301  0.63082019 -0.268158871 -0.69899515 -0.06034764 -0.105392660
# 90 -0.09813111 -0.40741782 -1.566268065  0.85290662 -0.07859570 -0.373870041
#          [,37]        [,38]        [,39]        [,40]        [,41]       [,42]
# 1  -0.49105735 -0.230421991 -0.072479103  0.949735908 -0.516300915 -0.43599071
# 2   0.57071402 -0.440675538  0.693539061 -0.389786610  1.497722883 -0.88271709
# 3  -0.81063476 -0.818419483  0.559533777 -1.204186653  0.271510476 -0.04330519
# 4   1.06247565  1.002361062 -0.699331248  1.377171545  0.199166217  0.11153666
# 5   0.09614160 -0.222743203 -1.059819134  0.052952458 -1.278466342 -0.30410992
# 6  -0.95872406  0.319975505  0.018645050 -0.530047335 -0.218946286  0.14033377
# 7  -0.65615175  1.879499257  0.784616504  0.900725468 -0.325543509 -0.24563613
# 8   0.61610661  0.321262810  0.118480089 -0.322467465 -1.081051917 -0.55499502
# 9   1.07572275 -0.592734643 -0.067560550  0.847571758 -0.032659596 -0.65704615
# 10  0.96995938 -0.519300666  0.695677592 -0.144959467 -0.393852810 -0.21200589
# 11 -0.22740861  0.016874568  0.123354607  0.001159331 -0.420239550  1.03989102
# 12  1.18713757 -0.716976258  0.083607519  0.377231584 -1.404163494  0.02595349
# 13 -0.32147779 -0.002889655 -0.137391262 -0.089784751  1.638790474 -1.18676777
# 14  1.05666378  0.673795235  0.872484477  1.018241838  0.641431214  0.84549728
# 15 -0.03029205  0.536850478  0.410728917 -1.022660658  0.262858121 -0.09475480
# 16  0.33998477  0.357684830 -0.173465426  1.280655369  0.674256827 -0.05087997
# 17  0.59786554  0.114238109  0.708947779 -0.537726202  0.112948263  0.17163534
# 18 -0.72226722 -1.113078952  1.666703547  0.972694690 -0.675863819 -0.72862015
# 19  2.16955138 -1.071457457  0.602430882  0.250351703  0.080680289  0.01056844
# 20 -0.41562952 -0.712820821  0.047737640 -0.595381893  0.496079094 -0.12552594
# 21 -0.95443955 -1.674134942  0.268648269 -1.424284009 -0.411130953  1.26607287
# 22 -1.79203498  1.333965812 -0.243076243  0.301614014  0.073490477 -0.03834523
# 23 -0.69835375  0.321602846 -0.082925356  0.140226345 -0.642447141  0.10399882
# 24  0.22547511 -0.291063106 -0.517993027  0.486309510 -0.122262502 -0.20802630
# 25 -0.19794863  0.232232742 -0.433934047 -0.058583502 -0.450164628 -0.54912674
# 26  0.94100366 -0.325246982 -0.934837453 -0.143305114  0.545363927 -0.32040924
# 27  0.18222929  0.290655515  0.281414433 -0.653688998 -2.169901906  0.88433072
# 28 -0.12606703  0.483566229  0.762734169 -0.898718831  1.214804016 -0.26598007
# 29 -0.45013244 -0.505739707  0.552103469  0.167974195 -0.324478563  0.36843264
# 30  0.65928243 -1.222582474 -0.136901896  0.274049086  0.689962766 -0.24860241
# 31 -0.57090248 -0.101997749  0.196513930 -0.764591809  0.654083823  0.01656044
# 32  0.40651669  1.031736854  0.762582670 -0.751099043  0.337118186  0.12189352
# 33 -0.09355869 -0.659957806  0.320163669  0.761299341 -0.139583171  0.44692444
# 34  0.57016484 -0.593352473  0.206686322 -0.218477776  0.148327590 -0.08557161
# 35  0.51754959  0.925778610 -0.357650693 -0.457883951 -0.411349771 -0.36951917
# 36 -1.25922565 -0.263474069 -1.193250318 -0.476173182 -1.194790573 -1.35842807
# 37  0.80214039 -0.175203255  0.129710499 -0.100809029 -0.471250903  0.94815643
# 38  0.17233934  1.093020593  1.259237762 -0.322913775 -0.028558478 -0.96721074
# 39  0.53495798  0.411576133 -0.090446604 -0.893450457  0.658059284  0.34708714
# 40  0.20859776 -0.411565774 -0.116347059  0.503416597 -0.560784526 -0.41262545
# 41  0.04782925  0.970923954 -0.687247461  0.733543873  0.340267864  0.22467975
# 42 -0.55355839  0.349600310 -0.004410591 -0.643415828  0.369570202  0.97536967
# 43  0.68994592  0.289609808 -0.848159004 -0.067171249 -0.515585746 -0.25846759
# 44 -0.39748148  0.292904643 -1.109104495  0.793858885  0.495154277  1.20464039
# 45 -0.96328114  0.663951484 -0.799452074  0.699820239  0.637150430 -2.06664131
# 46  1.49140925  0.844454339  1.182208006  0.278227980  0.349539413 -0.12116011
# 47  0.63622959 -1.118154867 -0.860370427 -1.177124806  0.148156531  0.44496295
# 48 -1.14685599 -1.582893171  0.651860250  1.130736623 -0.384897753  0.95738489
# 49  0.18983851 -0.577317442 -0.652755500 -0.295520147  0.427944553  0.10507094
# 50 -0.46063281 -0.648004916 -1.732145466 -0.165126859  0.293931234 -0.36625570
# 51 -0.23410597 -0.755162620  1.118738690 -0.547834944 -0.116838083  0.17462561
# 52 -0.41758519  0.224373590  0.660694955  0.085544884 -0.353988373  0.28251744
# 53  0.38159551 -0.612959416  0.142925218  1.367096444  0.710679417 -0.26717742
# 54  0.89991866  0.731019309 -0.337762684 -0.729205154 -0.247503302  1.21625713
# 55 -0.09058785 -0.640294478  0.791977661 -0.281167838 -0.124281874  0.22921589
# 56 -0.47008209  0.515313413 -0.404393129  1.119930435 -0.137709515  0.30107130
# 57 -0.17059574  0.046854815 -1.234735822  0.092635229 -0.057116924  0.98396142
# 58  0.03729221  0.226251114  0.064721008 -0.138546225 -0.619393370 -0.25421639
# 59 -0.78425467 -0.473002087  0.561474421 -0.526923094  0.114881123 -0.65013144
# 60 -0.21641754  0.466365221  0.009202347 -0.803486726  1.132614906  0.77751979
# 61  0.04604148 -0.412286477 -1.134427427 -0.136044608 -0.138512180  0.55041575
# 62 -1.29379802  0.904790015  0.836249584 -0.681025645  0.360381833 -0.65617334
# 63  0.07595217  0.458878851 -0.086198604 -0.092988672 -0.248350343  0.27021500
# 64  0.29838917 -0.026411557 -0.794760864 -0.670062036  0.244301258  0.94790024
# 65 -0.51326690  0.589958499  1.671264211  1.024879024 -0.396632295  1.45311817
# 66  0.39597435  0.404845441 -0.377424370 -0.773240642 -0.486159021  0.04631354
# 67  0.69717661 -1.115381471  0.380364939  0.661143460  0.051413064 -0.05097946
# 68 -0.49065811 -0.635919590 -0.650083465 -0.920172821 -0.511478749 -0.26348259
# 69 -0.23919968 -0.038621625  0.263522047  0.112400515  0.140052623  0.12595854
# 70 -0.02843176  1.285268153 -0.203310247  0.474451330  0.538122403  0.21319929
# 71 -0.30876797 -1.573307303 -0.369064523  0.517741324  0.160714063 -0.41992095
# 72 -0.24445904 -0.821533005 -0.832544293  1.503602259 -0.327614163  0.62980752
# 73 -1.90196178 -0.825414303  0.295932974  0.332715882  0.535854888  0.31589030
# 74  0.71653913  0.598574249 -1.824586401  0.228451971 -0.364428678 -0.96671335
# 75 -1.09107298  0.436580474 -0.022478162 -0.045251629 -0.882301852  0.33122517
# 76  0.11706702  0.931111759 -0.387479554 -0.122073399 -0.042687769  0.47947554
# 77 -1.21761866  0.150988697  0.314876595  0.875069201  1.323922645  0.34164995
# 78 -0.51456418 -0.898682808 -0.633740975 -0.621676106  0.009475166 -0.39480086
# 79 -0.28619951  0.735660525  0.566611489 -0.023458980 -0.381171360  0.02384783
# 80  0.95637538 -0.323410692 -0.116814275  0.177335401  1.135790286 -0.17720402
# 81  0.47785375  0.817065607  0.015198895 -0.864188591 -0.601696746 -0.22225202
# 82  0.10569441  0.039661964  0.377862448 -0.137941994  0.939790108 -0.99299103
# 83 -0.75752912  0.276838409 -0.825309046 -0.033412014  0.542238259  0.47341666
# 84  0.67765471  0.102977667  0.143832339 -0.311626819  1.212027333  1.05636795
# 85  0.16015451  0.260450367 -0.052900216  1.413385962 -1.134278284 -0.86208793
# 86  0.29296049  0.769779343  0.117376135  0.612934444 -0.011495883  0.32423133
# 87 -0.16633584  0.740247617 -0.030083056 -0.958466747 -1.263967044 -0.65809462
# 88 -0.03003396 -0.409870508 -0.112575435  0.482238908  0.654216222 -1.06488755
# 89  1.00771204 -0.083865166 -0.052468596 -0.686664166 -0.233861088 -0.35737476
# 90  0.40345841 -0.233646320  1.201018738 -0.926326765 -0.209102280 -0.89197076
#           [,43]       [,44]         [,45]        [,46]        [,47]
# 1   0.781475191 -0.13085557 -0.4567900998 -0.087829686 -0.150072984
# 2   0.624609576 -0.60791357 -0.8833691851 -0.427613626 -1.085667207
# 3   0.895665197 -0.30027817 -0.3395861624  0.479849213  0.273591871
# 4   0.792056760  0.35484706  0.2262244126  0.241214737  0.476409495
# 5   0.780552378 -0.38542751 -0.3374193801 -0.680543959 -0.451398227
# 6   0.083196488  0.15565782  0.1336682347 -0.062041239 -0.315722626
# 7   0.345403243 -0.35989830 -0.7599165951 -0.043979541  0.418783225
# 8  -0.573783362  0.81450597  0.3943955588  0.076766366  0.151982779
# 9  -1.200019459 -0.45117636 -0.2786802601 -0.903194929 -0.320197908
# 10 -0.051329712 -0.34066515  0.8781187766  1.482753291  0.252808408
# 11 -0.527213164 -1.90582934 -1.2008720502  0.050493378  0.289045250
# 12  0.468040142  0.25563631 -1.1431629267 -0.342179857 -0.267848970
# 13  0.015375258 -0.57660501  0.4908991091  0.326547656 -0.876056692
# 14  0.583076233  0.15707974  0.5698554357  0.384490410  1.108737243
# 15 -1.131481511  1.42870900 -0.0515107601 -0.663922123  0.004018793
# 16  0.750768521 -0.06270209  0.4515088003 -0.350345516  0.262389475
# 17 -0.406816986  0.75745611  0.7443579999 -0.082369255  0.098528682
# 18 -0.516866917  0.33350590  0.4935606499  0.039403048  0.735190524
# 19  0.053208791  0.89425539 -0.1264555392  0.299553719  0.258140520
# 20  1.155218081  0.53513623 -0.0696687397  0.107151992  0.362454564
# 21  0.052548183  0.97079749 -0.3193618360 -0.216433840  0.248362960
# 22  0.415747102 -0.99315029 -0.1136884914 -0.991285039 -0.173770746
# 23  0.039861204  0.07019246  0.4878853289  0.327162532 -0.335448141
# 24 -0.352611051  0.40337552  0.8978822380  1.130184081  0.863497556
# 25 -0.131673461  0.86636296 -0.3853430193 -0.069061526 -0.414956927
# 26  0.264746678  1.10402124 -0.6450191107  1.104949881  0.046176029
# 27  0.196575418 -0.70945227  0.9202052665 -0.226410939  0.140318621
# 28 -0.014029362 -0.92246531 -0.3625123495  0.430574134  0.165439832
# 29 -0.007015715  0.28754939 -1.0252211915  0.353031894 -0.354390547
# 30 -0.195532575 -0.92637228  0.2491043016 -0.150950986 -0.562250449
# 31 -0.016396563  0.39406866 -0.1327627151  0.052084437  0.674366064
# 32  0.066827613  0.41862221  0.0958009318 -0.451158238 -0.189520649
# 33 -0.160099032 -0.11607567  0.7347172132 -1.525206673 -0.074531649
# 34 -0.653190025 -0.72916135 -0.4406063939 -0.001495782 -0.238995316
# 35 -0.692669224  0.23602120 -0.2717035631 -0.050944960  0.338347884
# 36 -0.332108841  0.49339171  0.9704416446  0.527658880  0.436831372
# 37  0.530770863 -0.60464643  0.4700212238  0.546621472 -0.243306889
# 38  0.681367291  0.07740392  0.5671827009 -0.152946651  0.092167404
# 39 -0.205721351  0.29880753 -0.5523108784  0.340923797  0.119038214
# 40  0.627891706 -0.02670317  0.3089150128  1.368719541 -1.461634315
# 41 -0.283185344  1.07658292  0.2902992959 -0.722521630 -0.707551277
# 42  0.189698770  0.62357531  0.1772783249 -0.714659423  0.139796241
# 43 -0.214659793 -0.52225919 -1.1072000286  0.130262843  0.214091780
# 44 -0.402772056  0.29945590  0.0426192064  0.247706102 -0.459369711
# 45 -0.664956257 -0.77646421  0.4530400684  0.491943894  0.235750042
# 46 -0.459503479 -0.63621298 -1.0399076700 -0.218105135  0.791675792
# 47  1.166940883 -0.67467364 -0.0669846689 -0.634721695  0.885206821
# 48 -1.058733818 -0.23660029 -0.1477746731 -0.026276767 -0.654686896
# 49 -0.175083101 -0.76857562  0.5678447422 -0.826859458 -0.478056086
# 50  0.302861033 -0.52126060  0.3439537444  0.367946498  0.442178905
# 51  1.335473909 -0.03271699  0.2184184004 -0.384178238  0.738555958
# 52 -0.952310125 -0.38047865  0.4970408239  1.095826360  0.056844829
# 53  0.694392348  1.10691547  0.0819248365 -0.618623311 -0.020398725
# 54 -0.384381061 -0.74071028  1.2013397806 -0.794488700  0.091275481
# 55 -0.670059584 -0.55597632 -0.7858145531  0.256316758  0.861040330
# 56 -0.900390785  0.54165263 -0.3105143578  0.350217702 -0.902002568
# 57 -1.749745525  0.65172000 -0.3534006312  0.090965057  0.240883173
# 58 -0.588223966  0.05620112 -0.5016380061  0.130020437 -0.832391007
# 59  0.584612520  0.22330183 -0.0846151407  0.049163594 -0.140297695
# 60  0.634109696  0.17988547  0.1530175386  0.453766202 -0.322823259
# 61  0.084097357  0.22198150  0.5223157621  0.330601924 -0.979281783
# 62  0.667471731  0.33633330 -0.2424254006 -0.043730839 -0.355838680
# 63 -0.601354922 -0.60307591 -0.1071181367 -0.774193311  0.129991713
# 64  0.376272578  0.25220255  0.6255180566  0.337071465  0.772475012
# 65  1.253886379 -0.41922810  0.1304959429 -0.078591980 -0.690310655
# 66 -0.548204211 -0.41705404  0.0563302642  0.265918344 -0.810584047
# 67  0.020507736  0.20516591  1.6330414880 -0.167295592 -1.747230992
# 68 -0.453799150  0.08955487 -0.3100119450 -0.446836763  0.255823896
# 69  0.125407045  0.89592421 -0.7354740903  0.362548228 -0.082963303
# 70  0.224794665  0.14156681 -0.2527898389 -0.983701557  0.140666054
# 71 -0.307394569 -0.10604867 -0.0551681056 -0.827240633  0.418512730
# 72  0.759255872 -0.22466185 -1.0762433764  0.512456441  1.047327053
# 73  0.205381864  0.95908261  0.4810103697 -0.337117376  0.600305713
# 74  1.224771926 -0.46894145 -0.2728942641  0.018846753  0.024625614
# 75  1.107903888  0.17918665 -0.2249404810  0.352587525 -0.390284072
# 76  0.172647967  0.41615584  0.0469866997  1.610489568 -0.252488904
# 77 -0.114524114 -0.67719003  0.7314598348  0.790874964  0.513842935
# 78 -0.407495325  0.06370544  0.0233465957 -0.788025773  0.169320768
# 79 -0.302041750 -0.20147599  0.7419014879 -0.375367755 -0.195904825
# 80  0.409514178  0.16719561  0.0008687047 -0.956045320 -0.547935711
# 81  0.873844458  0.01325174 -0.0758995103 -0.345729159 -0.821136892
# 82 -0.415110485  0.40320012 -0.0291694651  0.345861378  0.505163440
# 83 -0.482298738 -0.84052565 -0.5278078667  0.578519619 -0.426299506
# 84 -0.965808656  0.31592865 -1.0969471663  0.465463356 -0.178600427
# 85 -0.249579201  0.73113481 -0.4684499731 -0.170361351  0.265501324
# 86 -0.657098752  0.02751293  1.2733006520 -0.693081657  0.821347707
# 87 -0.002230994  0.99001136 -0.6468114638 -0.477236155  0.262676335
# 88 -0.165344693 -0.49870572 -0.7893087985 -0.099891180  0.623311253
# 89 -0.303810186 -1.23822661  0.9631340230  0.294403311  0.797829950
# 90 -0.970169769 -0.78534874 -0.1359606239  0.384882344 -0.350440348
#           [,48]       [,49]        [,50]        [,51]       [,52]        [,53]
# 1  -0.472232789  0.34563621 -0.624734058  0.189825346  1.21939005 -0.035306755
# 2   0.074529662 -0.19740499 -0.047358911 -0.338392782 -0.19746680  0.060549437
# 3  -0.040398045  0.53566034 -0.405534438  0.008070898  0.08610032  0.126873595
# 4   0.401714228  0.81266573  0.324426376 -0.262878166  0.10480906  0.090811214
# 5  -1.438434091  0.03549525 -0.293454828 -0.327981630 -0.39016803  0.495510369
# 6  -0.432190909 -0.84426405 -0.591679440 -0.150277242  0.13980696  0.149834788
# 7   0.291757385  0.63598451 -0.094009134  0.531176791  0.42202825 -0.492960572
# 8   1.623464694  0.27440181  0.762648726 -0.043023594 -0.31173232  0.226054102
# 9   0.533421005  0.68728412  0.019653552  0.702235951  0.07918401  0.347457140
# 10 -0.547265700 -0.34554587  0.481502680 -0.352570553  0.42592420 -0.470685699
# 11 -0.042571194 -0.27146887  0.209777481 -0.519805414 -0.82967775  0.521210057
# 12 -0.228168001 -0.66552824  0.288498661  0.005611318 -0.20240730  0.449182909
# 13 -0.587291001 -0.52998358  0.499832253  0.959867496 -0.55091820 -0.526319584
# 14 -0.203881419 -1.14891899  0.647675496  0.115067494  0.12763330  1.011026026
# 15  0.125972061 -0.53838262 -0.454454122 -0.333139599  0.19423291  0.032466981
# 16 -0.755500547  0.16632774 -0.743656956 -0.637286138  0.23503597 -0.617298026
# 17  0.041406403  0.20570505 -0.351677879 -0.102186793  0.07256118 -0.027491858
# 18  0.980278236  0.04391338  0.047805670 -1.395313846 -0.45443139 -0.172012041
# 19  0.100507963 -0.27873951 -0.413660014 -0.091352509 -0.09710844 -0.625729928
# 20  0.141698984 -0.24977948 -0.007474747 -0.544089004 -0.30576875  0.520140350
# 21  0.565678473  0.38735986  0.369859230 -0.338514067 -0.51300348 -0.192756849
# 22 -0.190952573  0.22312994 -0.115338602 -0.164468373  0.23185325  0.719907065
# 23 -0.012482039  0.53748837 -0.160939534  0.026399083 -0.11625699 -0.769122192
# 24 -0.895358897  0.33416668 -0.682345372 -0.102284409  0.27800418  0.182140327
# 25 -0.099055763 -0.10309490 -0.194181537  0.645246934  0.43683567  0.695607331
# 26 -0.032370545  0.49865828  0.310115724  0.372930503 -0.26073033 -0.909242429
# 27 -0.816744881  0.28499681  0.081585118  0.739289732  0.63878935  0.014353046
# 28  0.591053318 -0.39667785  0.185707813  1.020295464 -0.33057170  0.575293544
# 29 -0.097735134 -0.30688038  0.513241946  0.035302291  0.13249347 -0.087008541
# 30 -0.249885678 -0.75855910 -1.258648617 -0.122977997  0.03342206 -0.492553083
# 31 -0.413138981  0.27013027  0.828924718 -0.673576804  0.56865007  0.362136067
# 32 -0.850460139 -0.73911885  0.654167340  0.095561171  0.40396337 -0.077166654
# 33  0.743404671 -0.05266436  0.301298364  0.245230471 -0.40053625 -0.073344419
# 34  0.782970953  0.69065568  0.164334497  0.820215278 -0.16631341  0.828948115
# 35 -0.564001186 -0.31707008 -0.582797871 -0.030025829  0.42091688  0.464623411
# 36 -0.055717640 -0.65638232 -0.096688348  0.275192651 -0.65936013  0.420691030
# 37  0.061566848  0.90943963  0.065857390  0.147861828  0.16790778 -0.325561545
# 38  0.342790005 -0.27644931  0.283432504  0.231767084 -0.52669672  0.190728824
# 39  0.604341261  0.56851552  0.261080441  0.469889537  0.88439064 -0.762135830
# 40  0.078377994  0.44877206 -0.048581407 -0.660573690 -0.63324387  1.038582627
# 41 -0.894728668  0.56765569 -0.372045909 -0.424330781 -0.71885271  0.346198045
# 42  0.513732898  0.02506486 -0.577512080 -0.432782457 -0.12380399 -0.471460706
# 43  0.821122110 -0.63667406 -0.885758797 -0.159609118  0.30038594  0.878482724
# 44  1.330544726 -0.61460104 -0.591196274 -0.197576656  0.30127398  0.247935602
# 45  0.655028584  0.76797332  0.219469568 -1.169955583 -0.21196361  0.432873044
# 46 -0.891611339  0.27274335  0.007831558 -0.222823669 -0.78917723 -0.773242081
# 47  0.001791605  0.40326225  0.226601208 -0.060375462 -0.21579317 -0.014153174
# 48 -0.114323426 -0.50528114  1.176735253 -0.818214075  1.18061368  0.070242321
# 49 -0.638639983 -0.44661664  0.639507529 -0.421941286 -0.04607130 -0.815841148
# 50  0.342578389 -0.12435849  0.122575707 -0.235714885 -0.64672374  0.427148360
# 51  0.245474815  0.03919653 -0.449153965 -0.498762429  1.08046986 -0.048161048
# 52 -0.492564094 -0.65115637 -0.308108128  0.592907789 -0.24870910 -0.007485681
# 53 -0.702029279 -0.08307584  0.135111106  0.403802924  0.06540824  0.672970742
# 54  0.009627623  0.43762597 -0.790467675  0.343969536 -0.63483439  0.498635849
# 55 -0.332184001 -1.08275896 -0.653116881  0.425941195  0.06059908 -0.251653195
# 56  0.004566001  0.07288481  0.175507680 -0.292463060 -0.49050274 -0.613827400
# 57 -0.500692482  0.40517722 -0.466981970 -0.518479533 -0.65988268 -0.517959935
# 58 -0.542475830  0.26604090  0.703032494 -0.198284878  0.65664576 -0.496945822
# 59 -0.257652275  0.46014683  0.918459903  0.151639493  0.30147400  0.286705730
# 60  0.516172715 -0.37845989  0.088697828  0.042992008  0.17595660  0.489033451
# 61  0.101588525 -0.23510627  0.505623845  0.866250213 -0.39423836  0.041535008
# 62 -0.188314139 -0.31482798  0.225564575 -0.529701110  0.02006372 -0.351341892
# 63  0.043121554  0.32120569  0.727549021 -0.156018416 -0.25259713 -0.103588119
# 64  0.572138285 -0.35574238 -0.114743098  0.218632906  0.27008054 -0.233589455
# 65  0.212261232 -0.51854280 -0.645991219 -0.010738772 -0.89072489 -0.019274137
# 66 -0.020078607  0.12335390 -0.160071389 -0.323678540  0.91384324 -0.481627724
# 67  0.332746756 -0.07352737  0.169980388  0.517058437  0.20246005 -0.276165349
# 68 -0.251828828 -0.01741379 -0.180730349 -0.685282428  0.16234578 -0.472800105
# 69 -1.019621541  1.14004716 -0.111540082  0.420561623  0.08669042  0.642654550
# 70  0.780177613  0.23188245  1.072380691  0.548240530  0.30290873 -0.217508891
# 71  0.340205335 -0.30515979  0.044846538  0.644168107  0.67647376  0.251812809
# 72  0.188349358  0.08786080  0.485632303  0.550181355  0.05045839 -0.084228657
# 73  0.246564185  0.36008658 -0.213075630  0.894798041 -0.78016825  0.187699833
# 74  0.840782445 -1.11114660  0.234476063 -0.038296900 -0.25438535 -0.777279951
# 75 -0.300395069  0.87805672 -0.118603632  0.539912428 -1.39605507 -0.931001246
# 76 -0.233710371 -0.76882294  0.203684461 -0.267178450  0.29113344  0.489945629
# 77  0.298724566  0.52084767 -0.966582016  0.307363889  0.37368387 -0.427297606
# 78 -0.928499383  0.65857411  0.178464370  0.833935798  0.45641046  0.344981295
# 79  0.460925938 -0.17185053 -0.775408316  0.521858616  0.68561090 -0.278470637
# 80  0.179007929  0.23432575 -1.154403063 -1.198363153 -0.09201769  0.096905848
# 81  0.456098161  0.95166169  0.589843532 -0.975037615  0.17639796  0.235492249
# 82 -0.416586971  0.09206547 -0.396268703  0.089329740  0.23964345  0.305031533
# 83  0.354640331 -0.45185712  0.369602879 -0.262778005  0.57481182 -0.449230151
# 84 -0.014851429  0.77657386  0.054880775  0.031805744 -0.35092375  0.609369570
# 85  0.509758847  0.20663146 -0.764562995  0.297628581  0.26559964 -0.477303631
# 86 -0.813253991 -0.38540190  1.559600297 -0.473825541 -0.05186340  0.292705572
# 87  0.297177960 -1.26757591 -0.081942145  0.324440309 -0.38666655 -0.138827942
# 88 -0.592430781 -0.77451198  0.234540957  0.317760851 -0.58665240 -0.849274346
# 89  0.239104423  0.47674293  0.091270044 -0.100546812 -0.20541489 -0.045476213
# 90  0.193362590  0.27730793 -0.517416423  0.341260622  0.19903801 -0.090775873
#           [,54]         [,55]        [,56]        [,57]       [,58]
# 1  -0.491338872 -0.1693015319 -0.764190893 -0.100380618 -0.08230041
# 2  -0.296471297  0.3661303513 -0.220663577  0.502647177 -0.18661260
# 3  -0.093393576 -0.0351240664  0.043726566 -0.923743545 -0.27030249
# 4   0.074665422  0.4185918357  0.097313193  0.015374680 -0.06174737
# 5  -0.064272916  0.2740776916 -0.279578468  0.339923407 -0.13061222
# 6   0.018239454 -0.4941251041  0.177950205  0.074378731 -0.18624246
# 7  -0.725936527  0.1109890719  0.391489461  0.222665800  0.24533707
# 8   0.088829425  0.5653547519  0.121374218 -0.263096583  0.27185832
# 9  -0.110355402  0.0075719044  0.404457027  0.115237110 -0.17352194
# 10  0.089719585 -0.1308190573 -0.271073265  0.197646107  1.06293897
# 11  0.481425787 -0.3563136138 -0.218687390 -0.626077962 -0.15352891
# 12  0.058038118 -0.4891117531  0.772540544  0.232231205  0.05568917
# 13 -0.143451661 -0.0003907129  0.759745198  0.293413249  0.19149185
# 14 -0.165055593 -0.3132974015 -0.405518266 -0.273357666  0.32114057
# 15  0.384950650 -0.9707620870  0.085173238  0.013692477  0.22414384
# 16  0.141970601  0.8956189660  0.158264133 -0.200870929  0.34834508
# 17  0.027617023  0.1268767913  0.892381575  0.327732272 -0.41218392
# 18 -0.372291972  0.1198253622  0.506083424  0.030338843 -0.63370353
# 19  0.455989842 -0.0162435001 -0.562995723 -0.415739660 -0.30220093
# 20  0.555834387 -0.2580290648  0.396228746 -0.432664322 -0.29475614
# 21  0.040916910 -0.0315249175  0.256661780  0.028204381  0.39029586
# 22 -0.003669011  0.2468792756 -0.096240872  0.933188140  0.07240494
# 23 -0.107598218 -0.3780681641 -0.314377816 -0.018197393 -0.19544315
# 24  0.121238032  0.3534044204 -0.373339168  0.056620540 -0.56599375
# 25  0.688156883 -0.1692507451  0.247426000  0.420609611  0.34493632
# 26 -0.781190716  0.4893119042 -0.082234797  0.430458175 -1.14731227
# 27  0.131601896 -0.2885819640 -1.034881373 -0.260668670 -0.01285355
# 28  0.061562657  0.2031709446  0.202544015  0.080824717 -0.22621745
# 29 -0.631018184  0.4771322030 -0.212231997 -0.166737499 -0.03818634
# 30 -0.437922183  0.5261874931  0.465571924 -0.411118803  0.33595409
# 31 -0.125473508  0.3831022038 -0.831517579  0.196577588  0.21660660
# 32 -0.450457119  0.2689748444 -0.026224771 -0.128912879 -0.03555240
# 33  0.338599981 -0.1383451556 -0.111451827 -0.400099302  0.41407898
# 34 -0.566349854 -0.4046326475 -0.258861878 -0.154908043  0.62915953
# 35 -0.642447958  0.5122161180  0.394200647 -0.392033808 -0.12757907
# 36 -0.624622291 -0.2757985888 -0.182120927 -0.160763566 -0.43090063
# 37  0.281317369 -0.5515769449  0.248174667  0.136512396 -0.25899137
# 38  0.125314841  0.2262567298 -0.514771666 -0.336536057  0.26936999
# 39  0.116987151  0.3985790174 -0.132331635  0.371362674  0.43866542
# 40 -0.755904969  0.5636651717  0.395356072  0.018305332  0.83689878
# 41  0.967700974 -0.3485575558  0.136203643  0.235966902  0.07989071
# 42 -0.296684993 -0.6504673049 -0.622259552  0.414101460 -0.47728364
# 43 -0.958056552  0.6430089089  0.070371026 -0.037628929 -0.22512937
# 44 -0.372084045  0.2178990085 -0.276798423  0.073419534 -0.21072619
# 45  0.595364966 -0.2871524730 -0.452241899  0.188541283  0.21613673
# 46  0.119304112 -0.6168646215  0.386458565 -0.327719360  0.06073673
# 47  0.085918612  0.0850781428 -0.544826209  0.881940073  0.49778387
# 48  0.474381031  0.7419975394  0.229099792  0.483762802 -0.42284022
# 49  0.042523518  0.0249744273 -0.074531061  0.257824929 -0.36070755
# 50  0.371623766 -0.3207603546  0.000406527 -0.085039540  0.20892331
# 51  0.305504316 -0.0445688874  0.723361736 -0.091482125 -0.12389433
# 52  0.480096383 -0.0907743838  0.225365226 -0.241358049 -0.28374351
# 53  0.091754263 -0.7026137041  0.388818837  0.002373598  0.54296290
# 54  0.028561338  0.4178991977  0.826148416  0.232541077 -0.16802997
# 55  0.181418869  0.4449592839  0.289270396  0.193378270  0.09839877
# 56  0.483052189  0.2386454287 -0.281892282 -0.249819668  0.20200488
# 57 -0.328565600  0.0301618726 -0.087021455 -0.039881192  0.51331297
# 58  0.025793867  0.2161472782  0.091402742 -0.418561305  0.09667817
# 59  0.002836359 -0.3660383364  0.173296224 -0.404363147 -0.55946875
# 60  0.040342581 -0.0913357478 -0.164728330  0.022659586 -0.60815961
# 61 -0.113172472 -0.1885388109 -0.341729869 -0.625845887 -0.66852763
# 62  0.175944927  0.6479578851 -0.178037529 -0.695288677  0.50172959
# 63  0.646556859  0.6509995137 -0.356330833 -0.217971204 -0.72367222
# 64 -0.053772524  0.4304658441  0.632517232  0.510705257  0.40282490
# 65 -0.346398934 -0.3243058123 -0.241938126  0.261945661 -0.11659184
# 66 -1.085475051 -1.2426286728  0.292902654 -0.191591712  0.06433032
# 67 -0.197126991  0.2477894492 -0.881535566  0.342447121  0.14525959
# 68 -0.425910935  0.0328276774  0.123764310  0.188283365  0.25890852
# 69  0.490712653  0.0765672014  0.138561069 -0.316875321  0.02193134
# 70 -0.032465698  0.1911511603  0.251717436 -0.250899475 -0.33088367
# 71  0.083710686 -0.7500519739  0.425278368  0.162285094  0.60549263
# 72  0.878598723 -0.2960126868 -0.019791898  0.102529592 -0.11678208
# 73 -0.482618299  0.3578546783 -0.042596652  0.186174104 -0.12677449
# 74  0.339634988 -0.4876678168  0.098059000 -0.201663060 -0.30859939
# 75 -0.046288925  0.2245283874  0.407810214  0.431035912  0.52734315
# 76  0.921692467  0.0210710894  0.432819288  0.445646844 -0.18061430
# 77 -0.121602032 -0.4814333384  0.019254602 -0.541151696  0.09059302
# 78  0.259323372  0.5220840391  0.208220887 -0.948488248 -0.23866400
# 79  0.524713742  0.3057280056 -0.058882477 -0.230598789 -0.08834378
# 80  0.237713470 -0.0517389529 -0.654982415 -0.483529648  0.04360629
# 81  0.162891833 -0.7168303751  0.753343004  0.067757893 -0.40476427
# 82 -0.302621300 -0.7489939105 -0.265072967  0.404716814 -0.01090772
# 83  0.255092824 -0.1183932206  0.308816330 -0.705584880  0.76331889
# 84 -0.364424960 -0.0714304942 -0.817692728  0.344821735  0.07686578
# 85 -0.403007429 -0.0849258054 -0.233904103 -0.032607326 -0.13474846
# 86 -1.395449163 -0.1354321863  0.056859417  0.066141983 -0.11468757
# 87  0.680961258  0.5114004783 -0.718199933 -0.130584999  0.54842935
# 88 -0.367037215 -0.3178904016 -0.079116164  0.665253080 -0.14339464
# 89 -0.202377607  0.0298133764 -0.155731623 -0.180229326  0.14759678
# 90  1.247661594  0.1617779227 -0.263653593  1.110472291 -0.30969244
#            [,59]       [,60]        [,61]        [,62]        [,63]
# 1   6.353057e-01 -0.30064890 -0.230625996 -0.283754370 -0.168506310
# 2   3.622440e-01  0.16822424 -0.675865879  0.142715055 -0.850520330
# 3   1.074139e-01 -0.06130612 -0.100458360  0.044675768 -0.009716499
# 4   4.732164e-02  0.53857693 -0.110754384 -0.192799689  0.029729832
# 5   3.215052e-01  0.10313278 -0.552221111  0.188008707  0.091789282
# 6  -7.233896e-02  0.17981144  0.021341720 -0.370014827  0.163218624
# 7   1.443025e-01  0.07867998 -0.412159634  0.273115711 -0.034630497
# 8   7.112658e-01 -0.54739162 -0.145926531  0.349145889  0.295308123
# 9   2.859155e-03 -0.09705446  0.108482033 -0.037724301  0.241978378
# 10  4.993768e-01  0.14046841  0.242717075  0.166252311 -0.467692753
# 11 -3.496628e-01 -0.06046180  0.100269546 -0.077625256 -0.049593203
# 12  3.254320e-01 -0.15296132  0.495687499  0.322467240 -0.129670918
# 13 -2.520425e-01  0.39264407  0.222850133 -0.415618760  0.605718000
# 14 -8.045694e-02 -0.08716492  0.343816798  0.185385008  0.096524938
# 15 -9.912407e-04 -0.10177277 -0.377822949 -0.321056068  0.081489953
# 16  2.861188e-01 -0.14891809  0.272015917  0.317837330  0.583354333
# 17 -6.212674e-02 -0.22526631 -0.095762342 -0.224610866 -0.096694702
# 18 -1.098385e-02 -0.39287677  0.026536339  0.014338467 -0.163107349
# 19 -4.164495e-01  0.33607015 -0.428748940  0.127260705  0.396105238
# 20 -3.020040e-01  0.42956005  0.224756638  0.058515799  0.032499812
# 21 -7.621724e-02  0.06261223 -0.203556534  0.060032325 -0.007841358
# 22  5.898294e-02 -0.01250387  0.028503685  0.280690988  0.290296175
# 23 -2.704195e-01  0.49765008 -0.519030983  0.354536250  0.354352431
# 24 -2.058555e-01 -0.04830624 -0.156142939  0.081912237 -0.259406870
# 25 -3.968138e-01  0.24258481  0.307242946 -0.072281323 -0.087736305
# 26 -4.812706e-01 -0.45212510  0.217956361  0.327179638  0.048564487
# 27 -3.890519e-01 -0.30415865  0.442042051 -0.003916202 -0.157996981
# 28  1.545203e-01  0.03924033  0.474847789  0.145047320 -0.339288343
# 29  1.072172e-01  0.06196452  0.063718028 -0.144867142  0.479307454
# 30 -4.816157e-01 -0.54215931 -0.290453546  0.137018988 -0.495105037
# 31 -6.147758e-01  0.06074217 -0.151545392  0.182685367 -0.023027780
# 32  5.322243e-02 -0.28742212 -0.237771689  0.179440011 -0.446767832
# 33 -3.382005e-02 -0.31242459 -0.385286940  0.134142544 -0.169323653
# 34 -5.218846e-01  0.05931871 -0.184849307 -0.114064453 -0.065896092
# 35  3.047057e-01  0.43586325  0.081737129  0.503575475 -0.385370024
# 36  2.466706e-01  0.30746273 -0.014310545  0.188219834  0.217753500
# 37  3.109121e-01 -0.04775909  0.113788757  0.084438930  0.237591786
# 38 -3.576976e-01  0.41180112 -0.344381594 -0.031794209 -0.253009097
# 39 -2.129298e-01  0.38800953  0.224362740 -0.261704162  0.217495884
# 40 -1.423679e-01 -0.06124107  0.470744730  0.046125356  0.236863332
# 41 -1.502427e-01  0.25728208 -0.177300956  0.345370691 -0.409787946
# 42  3.755328e-02 -0.07306436  0.103290778  0.161176875 -0.030200028
# 43 -3.723015e-01  0.22016320 -0.231465827 -0.403528059  0.045495192
# 44  2.066102e-05 -0.08481912  0.200077875 -0.007408491 -0.027403229
# 45 -5.638546e-02 -0.35760050 -0.234237914 -0.411230242  0.102747156
# 46 -2.680746e-02 -0.19665856  0.304300618 -0.164914689  0.022853947
# 47  5.106691e-01 -0.27166928  0.297697739 -0.736956797 -0.113076379
# 48 -1.610719e-01  0.17684510  0.044684188 -0.281030110 -0.272218875
# 49 -4.004202e-01 -0.32187441  0.052024226 -0.146525545 -0.012550952
# 50 -1.808406e-01 -0.10629701  0.238345242  0.194456722 -0.075758099
# 51  2.133622e-02  0.52326866 -0.004444965 -0.526382273 -0.192992227
# 52  1.078098e+00 -0.52774167  0.067980218 -0.658208436  0.172430137
# 53  1.499345e-01  0.10392094 -0.439075381 -0.168516004  0.203755876
# 54  1.691533e-01  0.10582862  0.052599795 -0.563598628 -0.236704274
# 55  1.158752e-01  0.40038262 -0.512413922 -0.096489466  0.464476151
# 56 -2.654266e-01  0.34172719  0.229088491  0.195733291  0.242238469
# 57  6.301784e-01  0.49463210  0.356431045  0.136775106 -0.366472465
# 58  9.891380e-02 -0.05328759 -0.883617275 -0.556235645  0.048982628
# 59 -8.527709e-03  0.22695678  0.178380159  0.277878322  0.016524217
# 60  6.622003e-01  0.49906775 -0.101082394  0.217533904  0.027721695
# 61  1.294859e-01  0.01933134 -0.434861952 -0.294005570 -0.265174766
# 62  1.448698e-01 -0.06615145  0.356762081 -0.527081195  0.130800357
# 63 -4.908903e-02  0.13461253  0.192593084 -0.347018617  0.353664717
# 64 -1.602836e-01 -0.45740569 -0.348874719  0.190527633  0.622086222
# 65 -4.080395e-01 -0.25615415  0.251595481 -0.025405194  0.523504204
# 66  1.075665e-01  0.36121866  0.040043873  0.246673104  0.342380379
# 67  3.723200e-01  0.17543274  0.274712674 -0.202620321  0.095035012
# 68 -1.965526e-01 -0.32471719  0.519336825  0.179119753 -0.131070308
# 69 -3.897222e-01 -0.40750863  0.402058786 -0.356055301 -0.409264073
# 70  8.829578e-02  0.05116414  0.243661491  0.259528759 -0.248819310
# 71 -1.993201e-02  0.22525431  0.157282197  0.113809471  0.123425264
# 72  4.092555e-01 -0.11182184 -0.670020439  0.190067331 -0.030604743
# 73  3.162261e-01 -0.21056626  0.236301289  0.110060940 -0.058452753
# 74 -1.887613e-01  0.05305270  0.393203648 -0.326547971 -0.501698080
# 75 -3.706549e-01  0.10478641 -0.306951841 -0.116587438 -0.463125346
# 76 -4.300299e-01 -0.32451423 -0.342408823  0.172386133 -0.071333420
# 77  3.775995e-01  0.38067062  0.059141891 -0.106963051 -0.264833693
# 78 -2.602447e-02 -0.10404818  0.370106253  0.226562469  0.434925686
# 79 -5.704862e-01 -0.60224156 -0.208485625  0.610469165 -0.434452099
# 80  4.377080e-01  0.02135415  0.429707375  0.189934287  0.302112015
# 81  4.764912e-01 -0.55772624  0.090341758  0.060265799  0.223266923
# 82 -3.300381e-01 -0.92304164 -0.125893891 -0.235423089  0.369383990
# 83 -1.131909e-01 -0.26044354 -0.041270907  0.610174945 -0.189812480
# 84  4.243402e-02 -0.31798058 -0.297039216 -0.146829037  0.071823047
# 85 -5.152751e-01  0.34001412  0.462693108 -0.611240424 -0.455421472
# 86 -3.670442e-01  0.29066580 -0.051724647 -0.057747131  0.007529251
# 87  3.976813e-01 -0.18702443  0.069523978 -0.149102436  0.258533031
# 88  2.592542e-01  0.02412098  0.058603985  0.324387541 -0.210933121
# 89 -1.485401e-01  0.39247542 -0.450190130  0.130770472  0.261064934
# 90 -7.503226e-02  0.48963479  0.263048351  0.737056821 -0.033639989
#            [,64]        [,65]         [,66]        [,67]        [,68]
# 1  -0.0894131148  0.183896404 -2.007921e-01  0.123288017 -0.087606661
# 2  -0.1889754266 -0.282295963 -1.170169e-01 -0.109480777  0.012732369
# 3  -0.2803760995 -0.032016422  1.704168e-01  0.267744431 -0.079529025
# 4  -0.4947654650  0.091279932 -1.147842e-01 -0.015685699  0.185240445
# 5  -0.1653414643  0.148153377 -6.440149e-02 -0.121515561  0.339254800
# 6  -0.4517192533  0.345771862  5.289831e-02  0.465067206 -0.457959591
# 7  -0.1714620572  0.031803568  3.502873e-01 -0.169221837 -0.281058167
# 8   0.1124679809 -0.252157194 -3.967223e-02  0.239965808 -0.008007410
# 9   0.1899741176  0.032495729 -2.455414e-01  0.077678053 -0.055986419
# 10  0.0670419917  0.062194600 -1.617594e-02  0.573615519  0.049374080
# 11 -0.3439892942 -0.298784418 -3.197737e-01 -0.152665357 -0.183643867
# 12 -0.2798997370  0.207051306  1.488357e-01 -0.230263216  0.244046675
# 13  0.5171728893  0.073702830  3.252851e-01  0.242045650  0.020656862
# 14 -0.0120292846  0.203456109  2.608700e-01  0.001749655  0.006793428
# 15 -0.1049910522 -0.251292420  5.442172e-02  0.151971674 -0.228598282
# 16  0.3364995400  0.349326853  1.827256e-02 -0.393667950  0.016074277
# 17 -0.2397435498 -0.080189989 -1.266553e-01 -0.062740020  0.270265311
# 18  0.3102205092  0.438380743  1.403878e-01 -0.164453771  0.207489931
# 19 -0.3677085682 -0.374948700  6.087934e-01  0.203850563  0.035861353
# 20  0.0829397688  0.060091702 -7.871547e-02 -0.257237616 -0.045921258
# 21  0.1499043764  0.180846229 -1.276513e-01 -0.345969288  0.170215163
# 22 -0.1268770054 -0.175866280  5.214108e-01  0.067462454  0.289492006
# 23  0.8041735667  0.132180300 -3.557991e-01  0.232298206  0.109004876
# 24  0.1636861591 -0.266995813 -1.918357e-02 -0.350519466  0.096260785
# 25 -0.0232535368  0.088995629  1.170431e-01  0.072747046  0.314801211
# 26  0.0622550089  0.021795411 -1.212800e-01  0.065316552 -0.029481522
# 27  0.5404825647 -0.149663656  1.510540e-01 -0.053598068  0.076567561
# 28 -0.1999858356  0.345502607 -2.852075e-01 -0.037273547  0.138468847
# 29  0.2583123750 -0.478685738  1.320189e-02 -0.210229680  0.273393327
# 30  0.2502043654 -0.258555981  1.097597e-01  0.067165511  0.097219024
# 31 -0.0894100612  0.400919916 -1.003385e-01 -0.123787138 -0.280674421
# 32 -0.0130716568  0.281401442 -7.909845e-02  0.131070403  0.165285335
# 33 -0.2168572237  0.625039474  4.475242e-01  0.270314322 -0.120016756
# 34  0.5022613280  0.348428814  1.548101e-01 -0.272804893 -0.012628549
# 35  0.7086317017 -0.083043646 -1.960110e-01 -0.235434248 -0.259765823
# 36 -0.0694079109 -0.076019673  3.801974e-01  0.109296362  0.012216956
# 37  0.0217569591 -0.159058446 -1.424735e-01 -0.032033765 -0.026507405
# 38 -0.1969361607 -0.460741368 -5.015479e-01 -0.291334089 -0.052398482
# 39 -0.1220537037 -0.237963519  1.148142e-01 -0.005478698 -0.129984114
# 40 -0.4717503511 -0.020609444  3.119267e-02 -0.088075838 -0.620285841
# 41 -0.0536319673 -0.096994424  3.271010e-01 -0.253124514  0.251548546
# 42 -0.1906287559  0.078143529  1.096167e-01 -0.179261996 -0.119420953
# 43  0.1543358924  0.064787630  2.755096e-01  0.092056875  0.212439504
# 44 -0.1562685262  0.054307391 -8.595353e-02  0.302211172  0.031941331
# 45  0.3550214382 -0.091929477 -1.982235e-01 -0.056261184  0.033817383
# 46 -0.0576933454  0.018706024 -6.515458e-02  0.168127085  0.203631105
# 47 -0.0076558656  0.208984288 -1.132720e-01  0.229901228  0.124703445
# 48 -0.2935930807 -0.214132740 -1.824657e-01  0.074473034  0.082082618
# 49  0.2198511348  0.461517715  3.147689e-01 -0.178674602 -0.317886303
# 50 -0.0910782251 -0.330189320 -3.290955e-02  0.356332749  0.229146649
# 51  0.2908150750 -0.035938305 -6.680492e-02  0.100630781  0.013131614
# 52 -0.2545919782  0.048380113  4.234333e-01 -0.166850814 -0.216412978
# 53 -0.0818940488  0.157206374 -3.734451e-01 -0.025971782 -0.179701852
# 54 -0.0284559229  0.011448714 -2.077949e-01  0.027315422 -0.081739521
# 55 -0.0394657900 -0.027572141 -2.708569e-01  0.310561737  0.204906983
# 56  0.1031475491  0.310283904  9.759431e-03 -0.127348445  0.150194494
# 57  0.2760154574 -0.135616744 -2.933652e-01  0.058857384 -0.284159048
# 58  0.1588532243  0.058328337  4.515194e-02  0.047453792 -0.139107448
# 59 -0.3146718250  0.062909239 -6.843802e-05  0.139741066  0.016386218
# 60  0.3952832143  0.121881887  1.593875e-01 -0.209394416 -0.033156830
# 61 -0.0006634257  0.159890043 -1.937579e-01 -0.166044673  0.045740103
# 62  0.1934751832 -0.284854036  2.132349e-01 -0.044631334  0.363542520
# 63 -0.3780220135 -0.027247349  2.664855e-01 -0.105649981 -0.253766842
# 64 -0.1676051088 -0.023153218 -3.351311e-02 -0.442090395 -0.196561228
# 65  0.2551955735 -0.165035842 -2.798178e-01  0.132172427 -0.045308193
# 66 -0.3820926706  0.140696020 -1.168260e-01 -0.021615454  0.294625604
# 67 -0.1742790438 -0.340526867 -1.545648e-01 -0.243276409  0.133729227
# 68 -0.1484602401 -0.400095094  1.239667e-01  0.023147554 -0.143810459
# 69  0.1813968103 -0.028381775  3.349288e-01 -0.042298790 -0.106150426
# 70  0.1635402606 -0.035407811 -2.502174e-02  0.356344991  0.017259617
# 71  0.2847989037 -0.337633129  1.764093e-01 -0.380165383 -0.194343155
# 72  0.2561207711 -0.317641782  8.930444e-02  0.036797960 -0.166680078
# 73 -0.2059423806 -0.064571899  1.429477e-02  0.221638480  0.009574728
# 74  0.1589288223 -0.052410940 -1.674566e-01 -0.231582185  0.100217457
# 75 -0.1288900455 -0.148578743  8.456064e-02  0.160971054  0.005917474
# 76  0.3859758114  0.173543060 -3.047860e-01  0.340779094 -0.033785900
# 77 -0.1135895584  0.112252295  1.335243e-01 -0.441432118  0.154052298
# 78 -0.2532041484  0.093058896 -5.028266e-01  0.155027259  0.085035096
# 79  0.0295434588 -0.113553346 -2.401847e-02  0.158948681 -0.158880510
# 80  0.0909247662 -0.122283420 -7.287451e-02  0.337617951 -0.240551692
# 81  0.1677363938 -0.187638664  5.660224e-02  0.037427365 -0.092873933
# 82 -0.3751217351 -0.003589217 -5.045592e-01 -0.220177693  0.056880364
# 83 -0.3254921674  0.046150168 -9.327963e-02 -0.092381104  0.282421770
# 84  0.2383728557  0.062396938  3.581086e-01  0.242719131  0.230548700
# 85 -0.0183807319  0.240124001 -2.067513e-01  0.132215759  0.090882463
# 86  0.0368779163 -0.547831546  1.105692e-01  0.073680374 -0.144734712
# 87 -0.1227428652  0.306831898 -4.143221e-02 -0.307568818 -0.167534442
# 88  0.0907231419  0.154639255 -1.247964e-01 -0.019491561 -0.204234961
# 89 -0.5204504135  0.303219001  2.029708e-01 -0.011515352  0.030031396
# 90  0.0396648358 -0.030705058 -1.244893e-02  0.010481691 -0.104248277
#           [,69]         [,70]
# 1  -0.125101897 -0.1057659424
# 2   0.059798211 -0.0197398886
# 3   0.126969944  0.0707249852
# 4  -0.173409810 -0.1090917224
# 5  -0.069566144  0.0563963070
# 6   0.343291989 -0.0082266068
# 7  -0.172682949 -0.1288530818
# 8   0.204522926  0.0142766083
# 9  -0.085122954 -0.1418228005
# 10  0.099919022  0.0215577335
# 11 -0.043284793  0.0938128340
# 12  0.108130583 -0.0007941161
# 13  0.019277558  0.1143909326
# 14  0.172568568 -0.1399840136
# 15  0.206455220 -0.1638519115
# 16 -0.028464292  0.1246281756
# 17 -0.322107277  0.2211992886
# 18  0.016023519 -0.0730699833
# 19 -0.081351110 -0.1843756027
# 20 -0.202645581 -0.0155081219
# 21  0.178209072 -0.0507655328
# 22  0.104403063 -0.0121136213
# 23 -0.039080474 -0.0630521935
# 24  0.034780971 -0.0355527724
# 25  0.009094195  0.1799918522
# 26  0.172153267  0.1625984879
# 27 -0.261773929  0.0667439338
# 28 -0.117820984 -0.1003673031
# 29 -0.087164901  0.0562745301
# 30  0.144730147 -0.2235865009
# 31 -0.042349872  0.0671365398
# 32 -0.188529200 -0.0092561841
# 33  0.011746261  0.3121300493
# 34  0.010590734  0.0110956558
# 35  0.203270633  0.1993028078
# 36 -0.096838718 -0.1341229251
# 37 -0.099811630 -0.0673934104
# 38  0.055256646  0.2347564207
# 39 -0.200080854  0.0124389479
# 40  0.018112638 -0.0641253735
# 41  0.153815602 -0.2275932603
# 42  0.132238952 -0.0933650873
# 43  0.197137053 -0.1308821867
# 44 -0.161791926  0.0733006514
# 45  0.174665420  0.0276564903
# 46 -0.029205982 -0.1099977562
# 47  0.331338017 -0.0840829225
# 48  0.040741236  0.0065110132
# 49 -0.116521767  0.0190799325
# 50 -0.362532204  0.0655169936
# 51  0.033541820  0.0845385321
# 52  0.041613228  0.2925538439
# 53 -0.030427125  0.0285111489
# 54  0.046586094  0.0309233342
# 55 -0.309080151  0.0519757607
# 56  0.052078304 -0.1373528032
# 57 -0.165193608 -0.3151403131
# 58 -0.257656319 -0.0496287756
# 59 -0.235655485 -0.1664377744
# 60  0.101323951  0.0627793109
# 61 -0.197429486 -0.2139237821
# 62  0.051558439 -0.1427339980
# 63  0.099165817  0.1369425745
# 64  0.212805163 -0.2082682358
# 65 -0.047383499 -0.0640507587
# 66  0.319531300  0.1675664936
# 67  0.159850294 -0.0320021129
# 68 -0.361171228  0.0428929153
# 69  0.078194335 -0.0509215867
# 70  0.305702049 -0.1623310654
# 71 -0.055182929  0.1189060934
# 72  0.208875407  0.0377914987
# 73 -0.541879476  0.0210107065
# 74 -0.032953042 -0.1232114578
# 75  0.273652943  0.1872180321
# 76 -0.089064318  0.0447198520
# 77  0.183604444  0.1375693939
# 78  0.467000861 -0.0114647606
# 79 -0.060846539 -0.0366726805
# 80 -0.033650535  0.2151403058
# 81 -0.312226291 -0.1145501395
# 82  0.059477688 -0.0691096840
# 83  0.004356679  0.1064854502
# 84 -0.218488607  0.2545580292
# 85 -0.001906793  0.0306601224
# 86  0.096176843  0.1625747372
# 87 -0.206772376  0.0528435126
# 88  0.185034544  0.1069737679
# 89 -0.042847733 -0.0645167437
# 90 -0.002316868 -0.1269990940
# 
# $loadings
#                [,1]          [,2]         [,3]          [,4]          [,5]
#  [1,] -0.2335563631 -0.0025549426  0.017200723 -0.0140783345  0.0091305774
#  [2,] -0.1944607690 -0.0398873881  0.050302587 -0.0255326668 -0.0778671758
#  [3,] -0.2250756680 -0.0587048456 -0.029217473  0.0295347739 -0.0334741367
#  [4,] -0.1794865187 -0.0174322039  0.068401772 -0.1788999954  0.0717323658
#  [5,] -0.2058392050 -0.0551330125 -0.092059422 -0.0453610178 -0.0884507870
#  [6,] -0.2191359792  0.1339063369 -0.028346145 -0.0076749100  0.0547780081
#  [7,] -0.2057014067 -0.0596613675 -0.010412750 -0.0674219090 -0.0647519662
#  [8,] -0.2413674138 -0.0629424352  0.084270762  0.0216340178 -0.0309514772
#  [9,] -0.2374760635  0.0010159925 -0.081251449  0.0448444769  0.0212239244
# [10,] -0.2091805980 -0.0441699211 -0.023963517 -0.0915430156  0.0421888756
# [11,] -0.1862729620 -0.0442022881  0.047039638 -0.0375727234  0.1396703717
# [12,] -0.1996214577  0.0628761711 -0.006172985 -0.0248072326 -0.0732119215
# [13,] -0.2036037024  0.0226732500  0.013862236  0.1323382671  0.0045872008
# [14,] -0.2061045533  0.0215334731 -0.039571548 -0.0205135978  0.1030580389
# [15,] -0.2039470058 -0.0009185975  0.009611727 -0.0781573829  0.0165302894
# [16,] -0.2625537016  0.0820895595 -0.031113870  0.0896785546 -0.1102467738
# [17,] -0.2473234564 -0.1393049571  0.091687631 -0.0358797630  0.0882873307
# [18,] -0.1947696712 -0.0384453443  0.039352811 -0.0775531930  0.0919625646
# [19,] -0.2379104232 -0.0502327357 -0.125816405  0.0482343969 -0.0090471682
# [20,] -0.2321112468 -0.0420735510 -0.003482252  0.0466892931 -0.0653736827
# [21,]  0.0099061205 -0.1896513708 -0.268659185  0.1120421748 -0.0850871586
# [22,] -0.0098490634 -0.0607763952  0.126416668  0.1038094360  0.2161021704
# [23,] -0.0235895172  0.0921075821 -0.092199188 -0.0306112778 -0.0651709816
# [24,] -0.0482413598  0.2237239698  0.083971610  0.2117361681  0.1247214916
# [25,] -0.0448560611  0.1295047148 -0.082827693  0.1029709173 -0.0930771397
# [26,] -0.0288799449  0.3143004782  0.011431778  0.1244926868 -0.0958268933
# [27,]  0.0157255143  0.0119026815  0.070082833 -0.2838146290  0.1366868685
# [28,] -0.0394667196  0.0562591478 -0.336798595  0.2257514704 -0.0046083508
# [29,]  0.0129839006  0.1732749127 -0.163278901 -0.1278353697  0.0600972871
# [30,] -0.0249219683  0.2742977436  0.013880381  0.0327859146 -0.1195821191
# [31,]  0.0723373952  0.0717282481 -0.163703996  0.1197202943  0.0204416166
# [32,]  0.0392015015  0.0187032637 -0.013378461  0.1645910940  0.0162372031
# [33,]  0.0154203074 -0.0875131250  0.040714662 -0.0451476715  0.0423689089
# [34,] -0.0864560866 -0.0227970836  0.078523841  0.1675904496 -0.0256053521
# [35,] -0.0321136065  0.2117827008 -0.207178632 -0.1828581389 -0.0859817315
# [36,]  0.0030254490  0.0552348823 -0.056322580  0.1816422056  0.0403520123
# [37,] -0.0236143839 -0.2815474867  0.027988676  0.2682215559 -0.0284212222
# [38,]  0.0482109876  0.0021088609  0.023379351 -0.0595442118 -0.1094096476
# [39,] -0.0296624327  0.0702047208 -0.197391377  0.1357811379 -0.1477217366
# [40,]  0.0138234539  0.1758362043  0.216080267  0.0742337669  0.2414408451
# [41,] -0.0156341539 -0.1261746327 -0.044659267 -0.0316676650 -0.0904521540
# [42,]  0.0549804089 -0.0043970444 -0.024840627 -0.0412832329 -0.1751636210
# [43,]  0.0510965435 -0.2120298832 -0.092489877  0.0367352423 -0.2620254569
# [44,] -0.0038707862  0.0052445776 -0.181403602 -0.0994288070  0.0002930069
# [45,]  0.0029533475  0.0241086081 -0.084796036  0.0005843885 -0.1344154725
# [46,]  0.0031665214  0.1603379385 -0.130602771 -0.0968779550 -0.0385475840
# [47,] -0.0186036938  0.1345280432 -0.020920914 -0.0950413809  0.1143596695
# [48,]  0.0168810799 -0.0141248481  0.212697754  0.0529335048 -0.2997338164
# [49,]  0.0362135514 -0.0231779727  0.083923057  0.2522852975 -0.0700575753
# [50,] -0.0050296521  0.0481652581  0.192721300  0.2515408840 -0.1007942597
# [51,] -0.0247537929  0.1168305818 -0.115077703 -0.1587584049 -0.2930553275
# [52,] -0.0201023692  0.0341698901 -0.136596583  0.1478797785  0.0809216771
# [53,] -0.0003081919 -0.0679968087  0.138818640  0.1622290697 -0.0896321324
# [54,] -0.0058688488 -0.0072614759 -0.142708813 -0.0041639854  0.2013003260
# [55,] -0.0088416500 -0.0153827124  0.035265119 -0.0915617452 -0.1464331042
# [56,]  0.0674540132 -0.0820836615 -0.102213763  0.0340699684 -0.0381725749
# [57,] -0.0517271837  0.2088129489 -0.038268539  0.1314310792 -0.0877630676
# [58,]  0.0013001338 -0.0235832073  0.117807888  0.1176161719  0.0327871288
# [59,]  0.0053538331  0.1829160968 -0.014309124  0.0757755226 -0.0499385157
# [60,]  0.0020752953 -0.0116415953 -0.082924542 -0.1624311686 -0.1191579373
# [61,] -0.0190156457 -0.1698145975  0.028940954  0.1134176677  0.1120643585
# [62,] -0.0033975655  0.0735879237  0.092768531  0.0640255386 -0.0434204357
# [63,] -0.0191408450  0.0461617718 -0.091119647  0.1371221155  0.1731781083
# [64,] -0.0226978495 -0.0991465633  0.094782411  0.0264550125 -0.0789118567
# [65,]  0.0713722174 -0.0221481837 -0.320419239  0.0361927204  0.2146943232
# [66,]  0.0650358068 -0.2110749884 -0.005723740 -0.1439316709  0.1100074559
# [67,] -0.0041421650  0.1828190470  0.006147942  0.1268892082  0.2218366190
# [68,]  0.0127799133 -0.1366729142 -0.159168446 -0.0162855981  0.0112491309
# [69,] -0.0030328876  0.0253701151 -0.131253659 -0.0269513462  0.2700495498
# [70,]  0.0051619121  0.2641892391  0.278319724 -0.1934690803 -0.0452523266
#                [,6]          [,7]         [,8]          [,9]         [,10]
#  [1,] -0.0701139002 -0.0709558181  0.058552859 -0.0028344863  0.0425063433
#  [2,] -0.1203517166  0.1709234804  0.022146919  0.1784197495 -0.0570848729
#  [3,]  0.0494136017 -0.0819632496 -0.081862205 -0.0836310838 -0.0854468662
#  [4,] -0.0155274885  0.0248177832  0.017342550  0.0871177196  0.1160401051
#  [5,]  0.0301583567 -0.0855191285 -0.021877413  0.0160247901 -0.1552664662
#  [6,]  0.1380108900 -0.0532853398 -0.064590514 -0.1146874613 -0.1720958155
#  [7,] -0.0301122877  0.0751945148 -0.087037914  0.0201834414 -0.0903889495
#  [8,]  0.0441070538 -0.0315861736  0.036150895  0.1005028245  0.1252364412
#  [9,] -0.0795263975 -0.0379783462  0.099945118 -0.0207792436 -0.0264637768
# [10,]  0.0712133270  0.0173628232  0.037863052 -0.1000820756 -0.1032009634
# [11,] -0.0007586378  0.0262904246 -0.001659553  0.0460654167  0.1258558234
# [12,]  0.1608451167  0.0581669971 -0.078746015  0.0928271893  0.0731572016
# [13,]  0.0495938555 -0.0333713039  0.005030912  0.0086955146  0.0639027958
# [14,] -0.0418877318 -0.0666832667 -0.114038765  0.0116180988  0.1231983967
# [15,]  0.0339528924  0.0346131397  0.049341901  0.1044210264 -0.0235943103
# [16,]  0.0397328496  0.1643532795  0.054773360 -0.1410753414  0.0155422151
# [17,] -0.0951700023  0.0137933059 -0.020115779 -0.0835930517 -0.0140426544
# [18,] -0.0137437517 -0.0085516296  0.060232133  0.0268088484 -0.0848381760
# [19,] -0.1169867544  0.0468964216  0.029203547 -0.0053804730 -0.1292608674
# [20,]  0.0144074921  0.0468685239  0.135872210 -0.0235070690 -0.0001355004
# [21,] -0.0700066468 -0.2257475249  0.083210084  0.1163583532  0.0220065613
# [22,]  0.0759146552 -0.1055993753  0.030847554  0.2134811859  0.0536799521
# [23,] -0.2122154482  0.0754482229 -0.002782437  0.3169041661  0.1122077121
# [24,]  0.1485611350 -0.1128228544  0.086421474  0.0240173158 -0.0774360317
# [25,] -0.0929979399 -0.1725400029 -0.211703360 -0.0694720568  0.0307902670
# [26,]  0.0700496170  0.0405908968 -0.005582809  0.0248549180  0.1854922271
# [27,]  0.1223763496 -0.1594259590 -0.073444482  0.4157263670 -0.1575304280
# [28,]  0.2019243504  0.1444519135 -0.018535872 -0.0150718250 -0.0477801204
# [29,] -0.1243023698 -0.0039384250  0.104061618 -0.0043207785 -0.0878569090
# [30,] -0.1095796249  0.1302814172 -0.047609493  0.0666817375 -0.0337565587
# [31,]  0.0883557642  0.1548795509  0.065973918  0.0267073063 -0.1260988635
# [32,] -0.1532960738  0.0077662120  0.006933558  0.1334274280 -0.2202489150
# [33,] -0.0422276924  0.1067077055  0.080676377 -0.0976698760  0.0139409001
# [34,] -0.0309710724 -0.1714491221 -0.096895187 -0.0930702504  0.0699729650
# [35,]  0.1340303251 -0.1678533421  0.076029737 -0.0877461130  0.1001362352
# [36,] -0.0716338451 -0.1716729509  0.109959704  0.0047680214 -0.0236920309
# [37,]  0.0342643041 -0.0674215946 -0.135618977  0.2504798399  0.0964421669
# [38,] -0.0655530595  0.0401242347  0.011487336  0.1428472765  0.0285944784
# [39,]  0.0431438361 -0.0925867720 -0.029160914  0.1685526300  0.0322364419
# [40,]  0.0700626480 -0.0415443909 -0.163417756  0.0751554595 -0.1914389766
# [41,] -0.0267882282 -0.2091995211 -0.313827986 -0.1625209163  0.0728532256
# [42,] -0.3303266915 -0.0457375993  0.007958276  0.0394075876 -0.3158784333
# [43,]  0.1066266628  0.0905994114  0.077811498  0.0309139282 -0.0282400298
# [44,]  0.1301263201  0.1012396126  0.086502298 -0.0040676098  0.2364389138
# [45,]  0.0636911028 -0.0911390138 -0.084274896  0.1449064062  0.0052183260
# [46,] -0.0725667939 -0.2650921014  0.003287061  0.0235573700  0.0553062123
# [47,] -0.1664538056  0.0746196608 -0.191034877  0.0210207328 -0.0670098583
# [48,]  0.1445882034  0.1291414340  0.183786478 -0.0701455252 -0.1152959687
# [49,]  0.0250506070 -0.0997080849  0.255579946  0.0525774068  0.0827832906
# [50,]  0.0308267807  0.2256222522  0.078143400  0.0054459878 -0.0016277013
# [51,] -0.1240541576  0.0719014823  0.093401525  0.0728517313 -0.0204293373
# [52,] -0.3510180755  0.0982927330  0.019227611 -0.1504066519 -0.1017561713
# [53,] -0.2482395158  0.0842070293 -0.063115506  0.0935807840  0.1810112693
# [54,] -0.1026777818  0.1363962326  0.087542847  0.1838178198  0.2650874248
# [55,]  0.0376447695 -0.0321957152  0.116139505 -0.1335083592 -0.1034177151
# [56,] -0.0565473763 -0.1797222564  0.111384922 -0.0649221157  0.0425251605
# [57,] -0.0674145018  0.0961216504 -0.050972979  0.1630841784 -0.0677495906
# [58,]  0.0754904297 -0.0906899432  0.026042555 -0.1949707060 -0.0364861767
# [59,] -0.0277879198  0.0974538501 -0.434505100 -0.0374709564  0.2445771715
# [60,]  0.1890642861 -0.0327362496 -0.024980272  0.0055668920  0.0672358633
# [61,] -0.2223542187  0.0004083707 -0.038669069 -0.1026999910  0.1334735716
# [62,]  0.0622763542 -0.1597779968 -0.015150562  0.0686637525 -0.2881856675
# [63,]  0.1064439030 -0.0086592328  0.259736058  0.2763763175 -0.0467674597
# [64,]  0.0086674784 -0.2939417512  0.098564048  0.0566195752  0.0560929628
# [65,]  0.1618193310  0.0663443637 -0.012609871 -0.0503191491 -0.0249820303
# [66,]  0.0551399785  0.3229672580 -0.092424250  0.0726621545 -0.1364083325
# [67,] -0.0310376020 -0.0273534309 -0.045750188 -0.0726274397 -0.1456278435
# [68,] -0.1771391217 -0.1305317643 -0.044559640  0.0652297365 -0.1629605603
# [69,] -0.1662011497  0.0083845920  0.304959258 -0.1871814927  0.1144930043
# [70,] -0.1735728669 -0.1294417042  0.260593661 -0.0002757619  0.1622785156
#              [,11]         [,12]         [,13]         [,14]        [,15]
#  [1,] -0.010321477  0.0359803494 -0.0093465005  0.0714000264 -0.053305018
#  [2,] -0.015893130 -0.0246202484  0.0600929872 -0.0239843761 -0.042682600
#  [3,] -0.091497258 -0.0338559918 -0.0179482000 -0.0605995114  0.074252310
#  [4,]  0.022693856  0.0284480121  0.0218006193 -0.0451156704 -0.026698454
#  [5,]  0.011796914 -0.1388069568  0.0306439329 -0.0647791872  0.142195016
#  [6,] -0.091575871 -0.1028183064  0.0803318387 -0.1850671302  0.080006241
#  [7,] -0.033311830  0.1104293718 -0.0186735216  0.0471904429 -0.222315398
#  [8,] -0.044183465  0.0772990563  0.0090703312 -0.0189387739 -0.079379526
#  [9,]  0.117723515  0.0158181672 -0.0185924811  0.0205562029  0.042880549
# [10,] -0.079775877 -0.0953684653  0.0610695813  0.0447733661 -0.077235724
# [11,]  0.082475999 -0.0047893591  0.0644508839 -0.1085713827  0.057735628
# [12,]  0.044459645  0.0288139219 -0.0398651927  0.0266177073  0.116690778
# [13,] -0.093607846 -0.0659484940 -0.0296172018  0.0195228094 -0.142597376
# [14,]  0.007354962  0.1460364485 -0.0251071440  0.1292521666 -0.015024371
# [15,]  0.057535868  0.0102672526  0.0588358070  0.0463811335  0.169406749
# [16,] -0.008154438 -0.0006233838  0.0606078950  0.0033496048  0.015523891
# [17,]  0.008011506  0.0281137827 -0.0207493473 -0.0421657516 -0.068726112
# [18,]  0.065182490 -0.0133676493  0.0066353995  0.0876373046  0.040146667
# [19,] -0.155298183  0.0353547861 -0.0691780202 -0.0078274505 -0.002181411
# [20,] -0.015253348  0.0997581202 -0.0129161538  0.0342562337 -0.009661193
# [21,]  0.143878930  0.1402821527 -0.0899142420 -0.2657104053  0.080277608
# [22,]  0.120345286 -0.0046448184 -0.1115690256 -0.1647293831  0.045697040
# [23,] -0.129668908 -0.0109760052 -0.0324963516  0.1949527957  0.129565089
# [24,] -0.065314349  0.0821250232 -0.0330040775  0.1897785762 -0.132189050
# [25,]  0.078503948 -0.0562037637 -0.0219291513  0.0001043133 -0.058676454
# [26,] -0.290435664 -0.1429582423 -0.1575302906 -0.1217807364 -0.087107798
# [27,]  0.043528425  0.0406498747 -0.0452965046  0.0266127892  0.061577847
# [28,]  0.171758561 -0.0861874147 -0.2020146948  0.0725860989  0.093823259
# [29,]  0.123530896  0.0584707097  0.2154013196  0.0661482935 -0.155008494
# [30,]  0.276754194 -0.1179666651  0.0416843503 -0.1053680182 -0.162761814
# [31,] -0.052864741  0.0118290439 -0.0907562458 -0.0140808126  0.100020755
# [32,]  0.151778698  0.1605606233 -0.3510066313  0.0871690348 -0.279142690
# [33,]  0.210974252 -0.2808817129  0.0669522171  0.1461667232  0.045886462
# [34,]  0.310391624 -0.0744030242 -0.0186269353 -0.0378919065  0.025925988
# [35,] -0.126077283  0.2303990172 -0.0603663712 -0.0610953145  0.118307187
# [36,] -0.169393433 -0.0894017266  0.0650937732 -0.1933063542  0.120233443
# [37,] -0.006120674  0.1132181032  0.1402301883 -0.1713724642  0.070673094
# [38,] -0.213494617 -0.1828599592  0.0071490430 -0.1208072549  0.097141612
# [39,] -0.063572835 -0.0375334024  0.0418457707  0.1737709627 -0.055318745
# [40,] -0.089783581  0.0878858431  0.0979831080 -0.1011253345  0.027988986
# [41,] -0.111560682 -0.0395965373  0.0550565630  0.0003049892 -0.330968446
# [42,] -0.176911886  0.0966837399  0.0383100464 -0.2151738834 -0.130051011
# [43,] -0.113970864 -0.1457638570 -0.0187950167  0.0801570928 -0.263114492
# [44,]  0.138093239  0.1119618722 -0.0239657286 -0.2829568642 -0.273502386
# [45,]  0.038358389  0.3770021224  0.0437794278 -0.0632037656 -0.063903196
# [46,]  0.128845912 -0.2608480810 -0.0825797555  0.0471575922  0.113266715
# [47,]  0.037651977 -0.0812828117  0.2193373493 -0.0882349293 -0.118108643
# [48,]  0.160379436  0.0518737138  0.1822036190 -0.1445150751 -0.097365266
# [49,] -0.110926554  0.0714924833  0.2420929741 -0.1304561767 -0.037483617
# [50,]  0.156972824  0.0808749064  0.1308979977  0.0005229078  0.121861023
# [51,]  0.046060626  0.0094622387  0.0775924268 -0.0789286315  0.160466184
# [52,]  0.158313720  0.0238826948 -0.0480402716 -0.1110611347  0.192650029
# [53,] -0.159481500  0.0866527861  0.0118910580  0.2672812452  0.231085275
# [54,] -0.152892230 -0.1701637448  0.0127479559 -0.2330459990 -0.099086582
# [55,] -0.119817160  0.0792694246 -0.4058139846 -0.0841404245  0.136618381
# [56,] -0.082725237  0.1323427331  0.2500171786  0.2657094366  0.005561020
# [57,] -0.086841756 -0.1539815615  0.1365113888  0.0917708210 -0.105278482
# [58,] -0.080055156 -0.1078214150 -0.0805690656 -0.1481842568  0.041357710
# [59,]  0.140642289  0.1466573221  0.0236209363 -0.1245007786  0.030920499
# [60,] -0.008334682 -0.1567808770  0.1520279769 -0.1026759001  0.019663570
# [61,] -0.110556438 -0.1887212206 -0.0322924680 -0.1181767016  0.006070428
# [62,]  0.000683389  0.0241012641  0.2283847195 -0.0981198211  0.098254488
# [63,]  0.090012059 -0.1627579215 -0.0612870510 -0.0311672225 -0.165928253
# [64,]  0.129545660 -0.2212048846 -0.0003987706  0.1563379117 -0.150325635
# [65,] -0.045933370  0.0105130849  0.3283803822  0.0740268471  0.077705541
# [66,] -0.074560747  0.0038596217 -0.0922795600 -0.0913559625 -0.043801838
# [67,] -0.158516788  0.0141496146 -0.0597082341  0.0068903548 -0.091694406
# [68,]  0.092434386 -0.1217000688  0.0477933009 -0.0617546906 -0.006717156
# [69,] -0.013459941  0.2273055748  0.1056986986  0.0013321254 -0.094495978
# [70,]  0.051979297 -0.0013616255 -0.0586165470 -0.0937115517 -0.023493071
#              [,16]        [,17]         [,18]        [,19]         [,20]
#  [1,]  0.071993247 -0.217132120  0.0533553681 -0.149596907  0.1066189560
#  [2,]  0.065004012 -0.020405986  0.0248009046 -0.041009190  0.1886415168
#  [3,] -0.035019035 -0.049075201  0.0770898276  0.075199198 -0.0731551567
#  [4,]  0.027817677 -0.070730820  0.0214834333  0.023616079 -0.0180202606
#  [5,] -0.115705883  0.121180408  0.0530473520  0.025608607 -0.0235038200
#  [6,] -0.127692343 -0.060685668  0.0730705320  0.001139752  0.1185180832
#  [7,]  0.046163208  0.122326202  0.0017739670 -0.056259660 -0.0245291964
#  [8,]  0.154507660  0.031123734 -0.0278159061  0.169852488 -0.1326706272
#  [9,] -0.031292130  0.149459933 -0.1551350967  0.036270278 -0.1553886940
# [10,] -0.032858022  0.024935092 -0.0168969155 -0.046543617  0.0415201027
# [11,]  0.049423355 -0.021735306 -0.0108390636 -0.053896469 -0.0307194741
# [12,]  0.151229690  0.087510968 -0.1464329332 -0.035828165  0.0100943503
# [13,] -0.100812801  0.013446277 -0.0042498576 -0.087094301  0.0344348937
# [14,] -0.093862160  0.086454880 -0.0713254000  0.073115564  0.1756308056
# [15,]  0.076946250 -0.019257512 -0.0948046904  0.016780905 -0.0454766785
# [16,] -0.023751182  0.021762668 -0.0574257422  0.075546491  0.0127945245
# [17,]  0.042584743  0.109831621 -0.0508889619  0.045899141 -0.1615247822
# [18,]  0.000337030 -0.131085163 -0.0609571129 -0.040381008  0.0235243158
# [19,] -0.101481432 -0.157024503  0.0249141784 -0.055928074 -0.0270226019
# [20,]  0.052201514  0.052334422  0.2625093253 -0.066006048  0.0049017548
# [21,] -0.156036727  0.023468521 -0.1973439719  0.104149576  0.0739633064
# [22,] -0.084743225 -0.014115688  0.1278050218 -0.176935824  0.1355656919
# [23,] -0.095995050 -0.001085518  0.0856115726  0.057835311 -0.0155516958
# [24,] -0.047552330 -0.077924783 -0.0046685830  0.104043905  0.0747350725
# [25,] -0.026598039 -0.077740622  0.1216805324  0.025080325  0.2183076337
# [26,]  0.001543069  0.076030690 -0.1836509266  0.232919243 -0.0095145154
# [27,] -0.049694387  0.069783249  0.0155767010  0.066578533  0.0413456090
# [28,]  0.124035817 -0.075516107  0.1681489719  0.119740952 -0.0927485382
# [29,]  0.194736675  0.009270279  0.1764510885  0.070661674 -0.0629152939
# [30,]  0.091376366  0.037869767 -0.3889829896 -0.291422503 -0.0697636148
# [31,]  0.303494016  0.380654829 -0.0443562905 -0.019148988  0.2744859610
# [32,] -0.077942214 -0.210010090 -0.0835462520 -0.013748767 -0.0718005177
# [33,] -0.184752202  0.004608448 -0.1567065285  0.221931307  0.1259630960
# [34,]  0.194918213  0.239472830  0.2091122838  0.132272494 -0.0079677636
# [35,]  0.014562523 -0.059645961 -0.0102425029 -0.101824923  0.0331896000
# [36,]  0.119387793  0.010186761 -0.1998242649  0.131416843 -0.0610024863
# [37,] -0.025658792  0.074714122 -0.1095077012  0.032650449 -0.1054785399
# [38,]  0.346678735  0.061868680  0.0948703657  0.006469027 -0.1873797665
# [39,]  0.283358364 -0.164269795 -0.0132155887 -0.022287449  0.0709835170
# [40,]  0.027787332 -0.021824787  0.0261075507 -0.014188540 -0.1099636682
# [41,]  0.224762584 -0.121492749  0.0443151307 -0.067982013 -0.1288840770
# [42,]  0.067973365  0.130566483  0.0378820409  0.001093213  0.1841012251
# [43,] -0.129464296 -0.088836238 -0.0746783678 -0.011069432 -0.1265743960
# [44,] -0.082988715 -0.088267450  0.2257530333  0.094113720  0.1057396288
# [45,] -0.012964616 -0.095032225 -0.1829355566  0.084346989  0.0519172561
# [46,]  0.024494197 -0.173137012  0.0840506237  0.034668043 -0.2495446547
# [47,] -0.067550916  0.004277675 -0.1742892852  0.215892468 -0.1785372139
# [48,] -0.111608894 -0.004970144  0.0198463409  0.198565371 -0.1089064205
# [49,] -0.108484307  0.105207393  0.2248440263 -0.041659548 -0.0454388587
# [50,]  0.127245216 -0.253782126  0.1131543336 -0.122906477  0.0485345063
# [51,] -0.038347212 -0.118757561  0.0293451074  0.222058166  0.2093107730
# [52,] -0.052756933 -0.113916626  0.0001134439 -0.054689897 -0.0723141890
# [53,] -0.050380757 -0.156445591  0.0316870391  0.084215687 -0.0831589576
# [54,] -0.120727084 -0.130720790  0.0104787115 -0.012530828 -0.0865024401
# [55,] -0.115519660  0.065865174  0.1030294749 -0.040936752 -0.3422980298
# [56,] -0.019859062  0.119116285 -0.0706720326 -0.117606214 -0.0398118162
# [57,] -0.299139464  0.242008988  0.1873405314 -0.171593734 -0.0614301782
# [58,]  0.060032452 -0.110772883 -0.1942997892 -0.133995879  0.0600630241
# [59,] -0.084057368  0.086240488  0.1631767715  0.018209676 -0.1284437035
# [60,] -0.071217044 -0.149039134 -0.0198422276 -0.207236718  0.1023747692
# [61,]  0.101120519 -0.111087170  0.0002203743 -0.008480273  0.3018977981
# [62,]  0.097863292 -0.326675088  0.0417450988  0.115748418 -0.0854270818
# [63,]  0.098845454 -0.003231443  0.0096292982 -0.095272516 -0.1096073647
# [64,]  0.017946585  0.045697091  0.0331364128  0.324273661  0.0927060895
# [65,] -0.083850721 -0.040394745 -0.0322302887  0.001518431 -0.1040352752
# [66,]  0.172729232 -0.107200293  0.1188131038  0.265300403 -0.0004225922
# [67,] -0.128444466 -0.002569245  0.0969435074  0.244986584  0.1141805782
# [68,] -0.015802976  0.108843998  0.1900388140 -0.156967792 -0.0449539929
# [69,]  0.147471464  0.031885333 -0.0229483270  0.089428357 -0.1117856678
# [70,]  0.024041768  0.005104165  0.0681351848 -0.036367178  0.0019539965
#              [,21]        [,22]         [,23]         [,24]        [,25]
#  [1,] -0.035274058  0.023762181 -0.0819127396  0.0391982237  0.221183976
#  [2,] -0.005699337 -0.002105236 -0.1198244356  0.0006518460 -0.069546240
#  [3,]  0.131299842 -0.002481207 -0.0192295024  0.1567178426  0.018835306
#  [4,] -0.126040968 -0.090308543 -0.0248992661  0.0971713336  0.129397773
#  [5,] -0.077914362 -0.004941005 -0.0002176248  0.0043104598  0.092499041
#  [6,]  0.021840371 -0.083537679 -0.0857156407 -0.0364881717 -0.115893824
#  [7,]  0.095073032  0.109679158  0.0239221146 -0.0301123770 -0.162340000
#  [8,]  0.144995148  0.065465344  0.0427300511 -0.1571316626  0.048643166
#  [9,] -0.053472457 -0.078557668 -0.0258922653  0.1652123422 -0.015339204
# [10,] -0.021238325  0.044860182  0.0671956348  0.0208937563 -0.090270652
# [11,]  0.064346478  0.011201355 -0.1464800194 -0.0509948622 -0.168816167
# [12,] -0.001740725  0.040734884  0.0199751998 -0.0424071853 -0.064774729
# [13,] -0.068556005  0.051735501  0.1205263968 -0.1053913262 -0.017212926
# [14,]  0.122730514 -0.005684006  0.0081843792 -0.0235546581 -0.075223164
# [15,] -0.150467241  0.027312016 -0.0295496766 -0.0863633759  0.051778358
# [16,] -0.022332417 -0.069982853  0.1479327643  0.0112200853 -0.058148883
# [17,] -0.170123582  0.071524504  0.0800471494 -0.1313591542  0.084164643
# [18,] -0.017194973 -0.053582953 -0.2272724269  0.0449939240  0.194196850
# [19,]  0.066229659  0.026225620  0.1498058860 -0.0126837969 -0.072120236
# [20,]  0.068535006 -0.100533717  0.0446555750  0.0232257312 -0.139766364
# [21,] -0.132527782  0.137613017  0.0560261548  0.1510955741 -0.004475778
# [22,]  0.333893999  0.117957756 -0.0900107059 -0.0994367109  0.055024263
# [23,] -0.033639140  0.034197835  0.2230747544  0.2039692783 -0.205607437
# [24,] -0.067968173 -0.091912736  0.1337397428  0.2626204266  0.233043639
# [25,]  0.123477191  0.021030564  0.0611908367  0.0081446947  0.070773254
# [26,]  0.204194642 -0.039578220 -0.1048147268 -0.0669189701  0.045120524
# [27,]  0.074219585  0.058788686 -0.0700491042  0.0736707694  0.080885686
# [28,] -0.011896592 -0.406027294 -0.0611470746  0.1670680127  0.056474713
# [29,]  0.079236580  0.023174758  0.1469795847 -0.0518412835  0.185402976
# [30,]  0.023389267 -0.091184840 -0.0825387256  0.0349746628 -0.021852413
# [31,] -0.195000228  0.079245246 -0.0920516720 -0.2144419289  0.017128928
# [32,] -0.196283811  0.011318329  0.0543224807 -0.0538822111 -0.195533987
# [33,]  0.117326428  0.028516748 -0.1234885185  0.0270731486 -0.131129292
# [34,] -0.106935172  0.092283725  0.0915943365 -0.0379159138  0.055261915
# [35,] -0.109810553  0.293413108 -0.0753525361  0.2048090892 -0.039877498
# [36,] -0.060683462  0.033101056 -0.0586075192  0.1687567279  0.005521390
# [37,]  0.001201903 -0.044220358 -0.0380154653  0.1279164027  0.203424416
# [38,]  0.112955435  0.098762789  0.2222401458  0.0888558542 -0.019456927
# [39,] -0.109438370  0.117403695 -0.3250638186 -0.0877037002 -0.036280446
# [40,] -0.263059269  0.097888537  0.0217919578 -0.0484164646 -0.278813742
# [41,] -0.107533105  0.035412882 -0.1188383753  0.0357675816 -0.066240446
# [42,] -0.016234651 -0.215997221 -0.0426131040  0.1228980036  0.073908590
# [43,]  0.198161858  0.237861873 -0.1786010529  0.1311260974 -0.025822461
# [44,] -0.145991301 -0.047546604 -0.0055811360 -0.1531358556  0.158942500
# [45,]  0.106880606 -0.045562627  0.2775232110 -0.1921830943  0.002827199
# [46,]  0.015174375  0.108861080  0.1851176141 -0.1985653187 -0.038620475
# [47,]  0.041661917  0.055761690  0.0351281963  0.0462316907  0.215238709
# [48,] -0.110541117  0.044826495  0.0793679885 -0.0511577317 -0.078649074
# [49,] -0.041482287  0.004125480 -0.1472136342 -0.0660133482 -0.170915421
# [50,]  0.083019824  0.241597876  0.1433630778  0.2795009462  0.100426402
# [51,]  0.136896329  0.060141180  0.0245232846 -0.1756093314 -0.049036048
# [52,] -0.030709313  0.284615692 -0.1564628683 -0.1848177886  0.085182666
# [53,] -0.175133788 -0.055802857 -0.0981477816 -0.1847432496  0.111529569
# [54,] -0.163253509 -0.244849154 -0.0050154098 -0.1095982766 -0.026402832
# [55,]  0.019161567  0.005497385 -0.1063327557 -0.1082157362  0.117858885
# [56,]  0.119314854 -0.187875975  0.0713135226 -0.2364203311  0.150597089
# [57,] -0.095941089  0.191764905 -0.0456888232 -0.0233837771  0.297922251
# [58,]  0.088516814  0.021804897  0.2555587770 -0.0908004643  0.192744951
# [59,]  0.116819233  0.007004510 -0.1255346122  0.0980987890 -0.114534752
# [60,] -0.220844039  0.084819443  0.0289965223 -0.0003902054  0.120153499
# [61,] -0.024773318  0.005831653  0.1744228911  0.0313806287 -0.089015074
# [62,]  0.112659288 -0.214401023 -0.1876330595 -0.1645465734 -0.082370210
# [63,]  0.147195123  0.074388186  0.1175084912 -0.1061309550 -0.054955984
# [64,] -0.165620613  0.095886342 -0.0698267237  0.0394672634 -0.072912105
# [65,] -0.105553989  0.074607299  0.1363086118  0.0400087918 -0.155822094
# [66,] -0.053705404  0.134713577  0.0176499300  0.0503944669  0.147443339
# [67,]  0.029239975  0.187955791 -0.0408632251 -0.0685486058  0.039015642
# [68,]  0.112202594 -0.116182585  0.0392094433  0.0901746662 -0.087480018
# [69,]  0.196831393  0.120156750 -0.1972590161  0.1409778325 -0.025222550
# [70,] -0.135449505 -0.108673200 -0.0103555713  0.1725785920 -0.050402883
#              [,26]        [,27]         [,28]        [,29]        [,30]
#  [1,] -0.044051067 -0.066895969  0.1200628733 -0.033298065 -0.125456005
#  [2,]  0.123276973  0.134256930 -0.1391705071 -0.088116661  0.202839103
#  [3,]  0.036313802  0.023051879 -0.1505793844 -0.060858504 -0.097724429
#  [4,] -0.351385173  0.046071452 -0.0102016997 -0.113902992 -0.134908252
#  [5,] -0.023781281  0.014904671 -0.1206229648 -0.187235772  0.049671038
#  [6,]  0.122499906  0.024246617  0.0717935221  0.092524915  0.154092301
#  [7,]  0.006912786 -0.013993383 -0.0154102169 -0.090915949  0.068528470
#  [8,] -0.035885437  0.274208389 -0.0691372640  0.027035331 -0.189788634
#  [9,]  0.029740414 -0.132089890  0.1734555129  0.174385340 -0.042638279
# [10,] -0.120778616 -0.056291234  0.0295708411  0.006460048 -0.042553421
# [11,] -0.001206349  0.036420234  0.0878614585 -0.010209087  0.023376638
# [12,]  0.052684129 -0.143766244 -0.1005501237  0.057497808  0.043149326
# [13,] -0.021362500  0.247331590  0.0571870906  0.092512613 -0.047241047
# [14,] -0.036196118 -0.166063925  0.0068687611 -0.103325318 -0.112203847
# [15,]  0.031448576  0.024290982 -0.0567424117  0.067192458  0.136150481
# [16,] -0.088462374 -0.062130739 -0.0563865007  0.080015478  0.143948470
# [17,] -0.057625027 -0.161514069 -0.0421543318  0.096756611 -0.058229956
# [18,]  0.055077670  0.119971827  0.2495473494 -0.114719067 -0.120815742
# [19,]  0.093780756  0.012240532 -0.0824546487  0.078227682  0.010579820
# [20,] -0.015330331  0.001004217  0.1321789123  0.004501809  0.005415800
# [21,] -0.012884486  0.180492168 -0.1315461823 -0.001240297  0.012999849
# [22,]  0.017831908  0.087953379  0.0683839724  0.040509034  0.140303201
# [23,]  0.237253254 -0.120426286  0.0995945362  0.029818284 -0.167770622
# [24,]  0.003765754  0.035833077 -0.1317830056 -0.207484838  0.158663764
# [25,] -0.273316296 -0.147648662 -0.1629449013  0.451794712 -0.132491481
# [26,]  0.173482172 -0.046904262  0.1486895087  0.060153089 -0.027241750
# [27,] -0.223535501 -0.063280144 -0.0885106307  0.090777033 -0.109193448
# [28,] -0.063117699  0.080018602 -0.0004875111 -0.011597657  0.025804632
# [29,] -0.036840265  0.074618175  0.0902760185  0.134202600  0.104393105
# [30,]  0.090359899  0.029112736 -0.1695634946  0.115111299 -0.238714792
# [31,] -0.192482599  0.150672644  0.0145423432 -0.083302828 -0.169906154
# [32,] -0.073440841 -0.053146992  0.1112541764  0.055270825  0.097488581
# [33,] -0.006876890  0.003882795 -0.1342641083  0.017718278  0.218465600
# [34,]  0.282748248 -0.156155355  0.1228657153 -0.150385669 -0.080014787
# [35,]  0.183697886 -0.086870361 -0.2130555071 -0.204337915 -0.017173023
# [36,] -0.267215992 -0.052870413 -0.0386279507  0.033114724  0.000811740
# [37,]  0.143573819 -0.041563774  0.2686896175  0.116405752  0.163883499
# [38,]  0.006575441  0.008684645 -0.0944223314  0.063917706  0.174567262
# [39,]  0.047418302  0.044061320  0.0331900946  0.111771687  0.034868426
# [40,] -0.047814719 -0.003294195 -0.0794475602 -0.028566853  0.108114620
# [41,] -0.023030312  0.114820938  0.0213807235 -0.064404127  0.206195906
# [42,] -0.036902537 -0.101701340  0.1769669153 -0.162033451  0.034061306
# [43,] -0.087715090 -0.037899582  0.0578083910 -0.101820810 -0.142794616
# [44,]  0.145539162 -0.029294319 -0.1767615929  0.014520428  0.076995382
# [45,] -0.002502678  0.023384375  0.0150372823  0.032333730  0.023768351
# [46,] -0.083718058 -0.007843047  0.1804524231 -0.243763797 -0.149218247
# [47,] -0.033472544  0.167208440  0.0582481854 -0.134887646  0.084604335
# [48,] -0.029565536  0.065795243 -0.0517474142 -0.066994323 -0.205772320
# [49,] -0.115275458 -0.070639278  0.0623116552  0.020065891 -0.154508553
# [50,] -0.115122767 -0.004153792 -0.0002476513 -0.049209015 -0.050880929
# [51,] -0.143744464  0.083388044  0.1689006592 -0.082127048  0.179275312
# [52,]  0.064065316 -0.154494224  0.0184254756 -0.034124596  0.046974475
# [53,] -0.001388302  0.246471357 -0.2218029039  0.012700474  0.010460461
# [54,] -0.025495849 -0.161125173 -0.1092979833 -0.161543174 -0.125208821
# [55,] -0.172337798  0.034802774 -0.0008954069  0.197210553  0.142602102
# [56,]  0.015423327 -0.179644730 -0.1165314125 -0.015923495  0.039641860
# [57,] -0.021158863 -0.125941657 -0.1278589848  0.054313457  0.118129902
# [58,]  0.102924162  0.054062147 -0.0811267045 -0.042217767 -0.025019466
# [59,] -0.224959687  0.001389978 -0.0246073977 -0.104895569  0.040611100
# [60,]  0.020442849 -0.027091139  0.1776163835  0.182796116 -0.004507535
# [61,] -0.185143601 -0.063280547 -0.0283232736 -0.013018829  0.010781388
# [62,]  0.100753795 -0.232013066 -0.1645376478  0.020790165 -0.115194478
# [63,] -0.081395313 -0.095584367 -0.0613659717 -0.137467469  0.190154678
# [64,]  0.016179958 -0.072288406 -0.1061026880  0.093330328  0.098441348
# [65,] -0.042180313  0.157562559  0.1868122628  0.192771896 -0.003148121
# [66,]  0.151526825 -0.196275379 -0.0576165515  0.207815937 -0.135486962
# [67,]  0.139881973  0.207078067  0.0892844345  0.052990533 -0.232482134
# [68,]  0.180724907  0.345827908 -0.2612610153  0.075963069 -0.199158851
# [69,] -0.004634093 -0.019002953 -0.1292253528  0.085321732  0.031577753
# [70,]  0.084058589  0.169161538  0.0792769175  0.235905597  0.076340314
#              [,31]        [,32]        [,33]        [,34]        [,35]
#  [1,]  0.016278543  0.045155150  0.010611122 -0.108129015 -0.038237378
#  [2,]  0.144791572  0.031078627 -0.099580577 -0.097191376 -0.011978857
#  [3,] -0.064461963  0.043071170  0.086682687 -0.145709677  0.071466583
#  [4,]  0.114692781 -0.041282461  0.013234540 -0.041816214 -0.018409089
#  [5,] -0.124378982 -0.039837917 -0.026555090  0.070088949 -0.109514176
#  [6,]  0.012355265  0.070042016 -0.001378667 -0.070151353  0.071172270
#  [7,]  0.128915152 -0.042325116  0.030688423 -0.222688301 -0.035728519
#  [8,]  0.096892937 -0.050493781 -0.105551411 -0.090108586 -0.040016597
#  [9,]  0.265579263  0.184788086  0.010940632  0.238707350  0.124179060
# [10,] -0.017114504 -0.066841004 -0.137164170  0.202701424  0.150904975
# [11,] -0.113306974  0.089839058 -0.287895495  0.032139725  0.103554176
# [12,]  0.130447489 -0.002958386 -0.073711306 -0.129598373 -0.049597545
# [13,] -0.034912614  0.072871449 -0.151605431 -0.161169743  0.072637504
# [14,]  0.082338368  0.117350055  0.150076091 -0.122701155 -0.135667283
# [15,]  0.002016372  0.085346722  0.067630943 -0.187147252  0.215966965
# [16,] -0.182709239 -0.180162828 -0.001450960  0.063586619 -0.015940729
# [17,] -0.087580038  0.062799059  0.192366694  0.070620369 -0.218931818
# [18,] -0.023474370 -0.064650173  0.050543631  0.073328403 -0.081708666
# [19,]  0.004089001 -0.158836034  0.115985207  0.223592720  0.007860753
# [20,]  0.010441389 -0.017067725 -0.096807116  0.137263527  0.020964172
# [21,] -0.030801437  0.047596941 -0.149780760 -0.154267320 -0.108456648
# [22,]  0.022564946  0.097515156  0.111220047  0.219846088  0.020473452
# [23,]  0.083245519 -0.154997235  0.105454675  0.073757616  0.053735879
# [24,]  0.022522052 -0.150560079 -0.118836496  0.082361603 -0.083557566
# [25,]  0.045178659  0.008519412 -0.050628076 -0.004518977 -0.045075644
# [26,] -0.046468148  0.003213899 -0.129086846 -0.138110813 -0.125140678
# [27,] -0.044972536  0.138661018  0.078415727 -0.018619548  0.161109944
# [28,]  0.030454082  0.298719825  0.047185751 -0.026692875 -0.042468294
# [29,] -0.052215536 -0.157895929  0.105366768 -0.128581708  0.198925532
# [30,] -0.020208158  0.050594672  0.031952445  0.118703552  0.076283407
# [31,]  0.076414907 -0.184176211 -0.117331426  0.131240909  0.130901948
# [32,] -0.085364926  0.050451455 -0.056368043 -0.127434704  0.125673265
# [33,]  0.276970928 -0.099413278  0.075383567 -0.037001807  0.181000806
# [34,] -0.273331404  0.117350715  0.028401291 -0.027441014  0.362310682
# [35,] -0.045128264  0.165976004 -0.057158869  0.065972838  0.079859711
# [36,]  0.140904883 -0.164858843  0.143322948 -0.017841060  0.202941025
# [37,]  0.041592814 -0.312792087 -0.051638608 -0.009946574  0.027869648
# [38,]  0.076818416  0.191007397  0.245590889 -0.046584720 -0.025051075
# [39,] -0.150328399 -0.060498636  0.187846515  0.109520641 -0.198946692
# [40,]  0.063771805 -0.046043877 -0.060242716  0.049224473  0.022521138
# [41,]  0.208239690  0.088715089  0.016709757  0.232566907  0.050116714
# [42,]  0.142309401  0.138688699 -0.033699229 -0.144063150  0.021896349
# [43,] -0.086382789  0.039121785 -0.081649898 -0.063717700  0.337221503
# [44,]  0.231925046 -0.165829120  0.140751957 -0.075472385  0.161977225
# [45,] -0.085403360  0.057614255  0.022089853  0.226325196  0.094886445
# [46,]  0.208174067 -0.215075188 -0.214121403 -0.078264220 -0.057211064
# [47,] -0.166113159  0.166824554 -0.026587788  0.106111835 -0.086989791
# [48,] -0.008033225  0.075112977  0.182145977 -0.029823706 -0.159562669
# [49,]  0.095676839  0.156300809  0.048960979  0.040313953 -0.118583930
# [50,]  0.132925900  0.043069511 -0.068215020  0.062855677  0.055488894
# [51,] -0.084584562  0.113537866 -0.063897661  0.264105180  0.005435765
# [52,]  0.170993435  0.031595886  0.002039589 -0.057632520 -0.174045468
# [53,] -0.027882899  0.160075966  0.012405063 -0.038596632  0.193790646
# [54,] -0.045684742  0.047580034  0.014270166  0.206129655  0.132533548
# [55,] -0.040266420 -0.055558922 -0.010299708  0.042178750  0.091666999
# [56,]  0.186690840  0.193791177 -0.224184616 -0.024720039  0.062050563
# [57,] -0.100019073  0.014006853 -0.133977416  0.014568018  0.015927428
# [58,]  0.171740994  0.117914213 -0.043949294  0.116278169  0.090468273
# [59,]  0.066494704 -0.054778573 -0.094220743 -0.003627191  0.012418605
# [60,] -0.007163846 -0.012706383  0.086369886 -0.109316014 -0.031188748
# [61,] -0.302103512  0.039529131 -0.035138780 -0.145138446  0.042954903
# [62,] -0.088214232 -0.140453263 -0.114342972 -0.101532110  0.096553184
# [63,] -0.013444370  0.115867599  0.013210033 -0.097842820 -0.142789796
# [64,]  0.045740327  0.062785622 -0.103023210  0.202702455 -0.121151074
# [65,]  0.016958070  0.191204086 -0.090148734 -0.129121526 -0.015895441
# [66,]  0.091631092  0.098145776 -0.416174868  0.098972617 -0.108180676
# [67,]  0.169349970  0.109267624  0.198322440  0.021922038  0.132243564
# [68,] -0.015255882 -0.129369135 -0.077172815  0.058587687 -0.093231571
# [69,] -0.201714621 -0.101399926 -0.038503491  0.011105949 -0.003946645
# [70,]  0.014567718  0.070940559 -0.203657314 -0.060974639 -0.002188643
#              [,36]        [,37]        [,38]        [,39]         [,40]
#  [1,]  0.087281239  0.048572679  0.043570148 -0.073440987 -0.1040159800
#  [2,] -0.043691261  0.129982520  0.210511564 -0.013128411  0.0201660869
#  [3,]  0.004554879 -0.164222038 -0.108499484 -0.001868950 -0.1416047954
#  [4,]  0.027996374 -0.149152888  0.023608175  0.180222372  0.1319808031
#  [5,] -0.109090978  0.028857812 -0.023407430 -0.001515030  0.1697726606
#  [6,] -0.115956859 -0.149205095  0.004513721  0.191279520  0.1223644756
#  [7,]  0.002807306 -0.083806434 -0.047090038 -0.138511500 -0.1976273345
#  [8,] -0.007276335 -0.238715755  0.029283327  0.076032627 -0.0380324463
#  [9,] -0.200804550 -0.159918394 -0.165039528 -0.153757238 -0.0562433581
# [10,]  0.017576810  0.023457068 -0.032326893  0.179040704  0.1460765895
# [11,]  0.116262322  0.070886888 -0.102559899 -0.015187992  0.0904919363
# [12,] -0.093428909  0.196962959  0.135631025 -0.063876316  0.0273463851
# [13,] -0.135971745  0.264072900  0.193192439  0.076233984  0.0725134233
# [14,]  0.036133604  0.015713668 -0.103975241  0.075942552 -0.0253629463
# [15,]  0.086316210 -0.111756106  0.114632658 -0.025107374 -0.1349691797
# [16,]  0.313229407  0.019808795  0.062715381 -0.356837520  0.0145145740
# [17,] -0.118637337 -0.132351892  0.020892787  0.026096787  0.0781607216
# [18,]  0.058124967  0.013782376 -0.116529622 -0.279669958  0.1450859601
# [19,]  0.100616391  0.114114919 -0.162875329  0.349864310  0.0498030199
# [20,] -0.063921092  0.290521697  0.007501062 -0.060833235 -0.1641667827
# [21,]  0.233282903  0.139573459 -0.006497545  0.053852413 -0.0980614379
# [22,] -0.024694313 -0.116795585  0.057483107 -0.013799796 -0.0859064116
# [23,] -0.035930561 -0.118597909  0.229993811 -0.013093644  0.1501750598
# [24,] -0.011954196 -0.144485418  0.132270897 -0.026096280 -0.1813015233
# [25,]  0.155675513 -0.091823522 -0.011477744 -0.042119777  0.0134083004
# [26,] -0.069658125  0.013113540 -0.160503717 -0.064244014  0.1162432961
# [27,] -0.086636411  0.194146312 -0.032861383 -0.054798621 -0.0116768736
# [28,]  0.080113661 -0.001256259  0.083438825  0.141314641  0.0267436862
# [29,] -0.051310136  0.028661440  0.134964400 -0.137492323 -0.0849830133
# [30,]  0.029156631  0.076932661 -0.021703495  0.108531907 -0.2142860201
# [31,] -0.085268668 -0.142281010 -0.014111571  0.030219163 -0.0330838348
# [32,] -0.038915138 -0.075364276  0.015652494 -0.082319993  0.1624002200
# [33,] -0.060889178  0.065405078  0.129419340  0.117120892  0.0384519573
# [34,]  0.137529996  0.014765295  0.032370132  0.091256887  0.1020720343
# [35,] -0.098134363 -0.033607634  0.040959589 -0.064208666 -0.0586368128
# [36,]  0.096863501  0.083907846  0.053927761 -0.046946240  0.1126981951
# [37,] -0.006392431  0.032631895 -0.101538156  0.058370691 -0.1448736651
# [38,]  0.075074203  0.018042933 -0.083858230  0.010866502  0.0003513001
# [39,] -0.080971326  0.040583241 -0.060674019  0.140669111  0.1235678179
# [40,]  0.253055312 -0.055758619 -0.205351849 -0.021315047  0.0950983442
# [41,]  0.052902886  0.043806863  0.063914219 -0.005729571 -0.1661279961
# [42,] -0.135098336  0.069255689 -0.080837017 -0.014247422  0.1365232668
# [43,]  0.098130845 -0.237373296  0.007442833 -0.017858121  0.0749009686
# [44,] -0.080708180 -0.087895535 -0.238602842  0.051870895  0.1388947134
# [45,] -0.179399272 -0.032573058  0.146994086  0.070787030  0.1087456454
# [46,] -0.057700943  0.094662064 -0.046393106  0.109865244 -0.0918069829
# [47,] -0.006316745  0.034180056  0.206526695  0.159234300  0.1105475543
# [48,] -0.077990294  0.151682608 -0.132465914 -0.048546065 -0.0671399930
# [49,]  0.083223198 -0.123398558  0.428570236  0.060904686  0.0221255034
# [50,] -0.148701891  0.151495359 -0.196668292  0.095628261  0.1188265517
# [51,]  0.168567238 -0.137791406 -0.114976954 -0.103089992 -0.1397293812
# [52,] -0.016690044 -0.110007553  0.121023480 -0.010716479 -0.0479951237
# [53,] -0.065538049 -0.022898494 -0.155618796 -0.112851497  0.0984728438
# [54,] -0.013091159  0.129143428  0.025106337 -0.152448123 -0.2024335317
# [55,] -0.124006840  0.168929146  0.088100524  0.007352898 -0.0564564695
# [56,]  0.216995493  0.123167518 -0.142900013  0.070153615  0.1461230831
# [57,] -0.072025975 -0.039769080 -0.103988000  0.066813175 -0.1299034244
# [58,] -0.123529581 -0.094614124  0.126551472 -0.251677671  0.1810203341
# [59,] -0.121970488  0.051031700  0.041703408 -0.203464078  0.1916380776
# [60,]  0.086571580  0.093757406  0.102543183 -0.149525311  0.2188038768
# [61,] -0.271425611 -0.013262936 -0.059126524  0.025821598 -0.1825969731
# [62,] -0.155327199 -0.031754701  0.061688674 -0.024408960 -0.1105251953
# [63,]  0.071759951 -0.019976166 -0.123949465 -0.105112014  0.1649992583
# [64,] -0.215289708  0.071131988 -0.066270147 -0.159197812  0.0104823961
# [65,] -0.246745614 -0.104815704 -0.144514377 -0.076477821 -0.1390251739
# [66,]  0.117744707  0.011110193  0.112893646  0.005880521 -0.0068588231
# [67,]  0.170805329  0.289767181 -0.033118801 -0.082062239 -0.0934070475
# [68,] -0.023947199 -0.086471554 -0.037334946 -0.240046749  0.1713289309
# [69,] -0.100110059  0.127418692 -0.001251445  0.013760947  0.1643545582
# [70,]  0.067736800 -0.167721275 -0.073160047  0.142408424 -0.0190243914
#               [,41]        [,42]         [,43]         [,44]        [,45]
#  [1,] -0.0212563729  0.123017114  0.0148060391  0.0167626393  0.127943755
#  [2,] -0.2732631357 -0.034598110  0.1347187828 -0.1236804078 -0.300942366
#  [3,]  0.0172366087  0.082509033  0.1412447886 -0.2545457407  0.063649213
#  [4,]  0.0967954099 -0.114100861  0.1079198043  0.0001369377 -0.065427179
#  [5,] -0.0547588546 -0.070296597 -0.0417680551  0.0554598418  0.062527903
#  [6,]  0.1617559073  0.062474406 -0.2649934066  0.0451204328 -0.128160335
#  [7,]  0.0570630629 -0.200060763 -0.0185134745 -0.1397076160  0.221832609
#  [8,]  0.0123386070  0.055235611 -0.2130148377  0.1098781028 -0.027652080
#  [9,]  0.0706046831  0.023799534  0.0767160343 -0.0394813037 -0.190192341
# [10,]  0.0856883931 -0.189328351  0.0628150652  0.1115696886  0.158211972
# [11,]  0.1020438793  0.121905002 -0.2080392821 -0.0030762993  0.281374716
# [12,]  0.0925098394  0.044835161 -0.0897427039 -0.0987286605  0.094235761
# [13,] -0.0815390882 -0.041767474  0.0357084074  0.0555798169 -0.036479563
# [14,]  0.1356851563 -0.199065425 -0.0218338343  0.1166378753  0.082617319
# [15,] -0.0057020121  0.194940001  0.1592265425 -0.1317116583  0.122986333
# [16,]  0.1198078196  0.066408769  0.1668992137  0.0231716123  0.089734359
# [17,] -0.2151885919  0.012191970  0.0362424353 -0.0052165348 -0.241143438
# [18,] -0.2110997031  0.055998810 -0.2621840894 -0.0726066198 -0.034403593
# [19,] -0.1699144674 -0.066724324 -0.0043411638 -0.0485650201 -0.118637512
# [20,]  0.0168671567  0.127507559  0.1566526290  0.2937102130 -0.104661282
# [21,]  0.1260602068  0.064393618 -0.0903584202  0.1614249921 -0.109205147
# [22,]  0.0826121458 -0.024205553  0.1496428484 -0.0860451679  0.024519348
# [23,]  0.0968216308  0.193861387 -0.1499760649  0.0793489299  0.036163484
# [24,]  0.0320644345 -0.001837854 -0.2662331918  0.1261418147 -0.026697899
# [25,] -0.1129116318  0.256413367 -0.0317048661  0.0154900534  0.038968075
# [26,]  0.0929855199 -0.094267604  0.0861271542  0.0947337681 -0.183424917
# [27,] -0.0374948105  0.032894539  0.0325246076  0.3207023847 -0.094254255
# [28,] -0.2213067580 -0.116355360 -0.0190735719  0.0213760971  0.119613178
# [29,]  0.0130288669 -0.146626008 -0.1826369657 -0.0455196933 -0.164699878
# [30,] -0.1005434334 -0.221159216 -0.1641359331  0.0336613825  0.079796104
# [31,]  0.0134652284  0.174139954 -0.0021381581  0.0040742727 -0.063929107
# [32,]  0.0010662878  0.017432396  0.1721250336  0.0326750349 -0.023987929
# [33,] -0.0687781978  0.125700457 -0.0428802326  0.0703066991  0.057096771
# [34,]  0.0516072219 -0.074066760 -0.0218948840  0.0498272602 -0.069512695
# [35,] -0.1427940159 -0.004057098  0.0748040698 -0.0962983562 -0.078801924
# [36,]  0.1267234792 -0.236313439  0.1378950081 -0.1443667071 -0.052335282
# [37,] -0.2296684496 -0.012975992  0.0479200991  0.0092107543  0.077548494
# [38,] -0.1440236342  0.056870170 -0.1347377289  0.1749432673  0.102982363
# [39,]  0.0876626132  0.206878755  0.1074116989 -0.0616049102  0.099356039
# [40,] -0.2386305179  0.044137186 -0.1503303322  0.0166620498  0.042027352
# [41,]  0.2173046504  0.022986843 -0.0109189301  0.1926143905 -0.122285314
# [42,]  0.0008740855  0.082438907 -0.0513958302  0.0064409004  0.268382068
# [43,] -0.1549060979  0.093420202 -0.1134011553  0.0316859294 -0.082333826
# [44,]  0.0057290986  0.043671698  0.0418403294  0.0575446774  0.119112816
# [45,] -0.0400998120 -0.057794601 -0.1070163554 -0.1877480461  0.142099890
# [46,] -0.1637140417 -0.010836902  0.1546418834 -0.0565782644  0.123892328
# [47,]  0.1550649798  0.250079531  0.1532452662 -0.1179658706  0.051337937
# [48,]  0.0120142644  0.211178877 -0.0063293748  0.0653792459 -0.026217313
# [49,] -0.0802416737 -0.153015869 -0.0129365836 -0.0468546940  0.112426713
# [50,]  0.2360056954  0.009463972 -0.0447750905 -0.1532133304 -0.053481341
# [51,] -0.0988379589 -0.185148351  0.0113795244  0.0618339707 -0.043469347
# [52,]  0.0932127428 -0.013988044 -0.1525434564  0.2017758622 -0.034050692
# [53,]  0.0926922311 -0.239879757 -0.0001372402  0.1378648415  0.067398201
# [54,]  0.0672968452  0.149349139 -0.1109299368 -0.0844903505 -0.009242896
# [55,]  0.1227388600  0.041736943 -0.2681874199 -0.1749922816  0.063962860
# [56,] -0.0317477069  0.160582670 -0.0730329957 -0.1807224063 -0.213426789
# [57,] -0.0119530132 -0.040560704  0.1018047838  0.0607988857  0.131914623
# [58,] -0.1714002675  0.079061948  0.1643745760  0.2469346653  0.197968336
# [59,] -0.1848243400  0.031075719 -0.0331052951 -0.0652848798 -0.136038484
# [60,]  0.0267437402 -0.206766405 -0.1159792211  0.0205383694 -0.063196385
# [61,] -0.1063475522  0.013124716 -0.1607280772 -0.1332954476 -0.094734029
# [62,]  0.0620364301 -0.037831437  0.0887675875  0.1104775383 -0.092173402
# [63,]  0.1177286060 -0.005682499 -0.0348692837 -0.0804257937 -0.126616039
# [64,] -0.0590266565 -0.121274035 -0.1371702791 -0.1850290352  0.155122708
# [65,] -0.0238967420 -0.014905288  0.0415818392  0.0462940872  0.053525443
# [66,]  0.0418120850 -0.154488817  0.0392155740 -0.0831250406  0.007297519
# [67,] -0.0593070580 -0.001185191 -0.0045116064 -0.1845199794  0.029071896
# [68,]  0.1580756906 -0.057622056  0.0607646077 -0.0877393763 -0.022290647
# [69,] -0.1767093173 -0.022551086  0.0410300702  0.1815399553  0.179489679
# [70,] -0.0442715146  0.056294210  0.1032360051 -0.0659833885 -0.018598413
#               [,46]        [,47]        [,48]        [,49]        [,50]
#  [1,]  0.1965327431 -0.159784268 -0.143649447 -0.085652407 -0.076916020
#  [2,] -0.0980335832  0.003717648  0.005549794 -0.114304459 -0.296595227
#  [3,]  0.2072249178 -0.324944867 -0.175657545  0.047769638 -0.056029257
#  [4,]  0.1107992015 -0.079488984  0.113302317  0.002538093 -0.005256611
#  [5,]  0.1508936576 -0.017804320  0.000805651  0.133087676  0.143344130
#  [6,]  0.1686747202  0.053876860 -0.138226619 -0.041856235  0.120482713
#  [7,] -0.0757852394  0.111981899 -0.028119566  0.230851309 -0.165961305
#  [8,] -0.1980013986  0.062694815 -0.163774021 -0.044526246  0.022447388
#  [9,] -0.1667540047  0.010756903 -0.071636809 -0.034628445 -0.093922448
# [10,]  0.0061013868  0.101117801  0.024302306 -0.074467662  0.152017302
# [11,]  0.0244588796 -0.029645791  0.147897485  0.058185862 -0.177115360
# [12,]  0.0365158714 -0.127145640  0.024339882 -0.160406697  0.130321160
# [13,]  0.0393646367  0.284020513 -0.007931722  0.071775126 -0.089635376
# [14,] -0.0976771742  0.083082672  0.160915969  0.087998412  0.156137739
# [15,]  0.1004797681 -0.027676203  0.214153184  0.100097521  0.241124794
# [16,] -0.0869321787  0.174151726 -0.099285872 -0.051331404  0.032530777
# [17,]  0.1468267500 -0.071958512 -0.007223518 -0.028711233 -0.030980996
# [18,] -0.3230821511  0.028478156  0.022077637 -0.196398794  0.163475724
# [19,]  0.0069081201  0.015008632  0.030544850  0.108613150  0.022681023
# [20,]  0.0201650179 -0.122853948  0.126395047 -0.026083687  0.033975526
# [21,] -0.0685932083 -0.200567311 -0.004227538 -0.188955862  0.088970030
# [22,]  0.1432062964  0.063808725  0.143677635 -0.219198861  0.194820519
# [23,]  0.0530621082 -0.176164971  0.259999551 -0.031279381 -0.110192397
# [24,]  0.1207415495 -0.015535317 -0.042305511  0.171606833 -0.103018254
# [25,]  0.0004665359  0.232166684  0.050470409 -0.017979084 -0.071328745
# [26,]  0.0081518912 -0.098647187  0.078491903  0.054805622  0.137670259
# [27,] -0.1018471848  0.019370418 -0.126040094  0.267829666 -0.083666383
# [28,] -0.0658572509  0.054642750  0.117513455 -0.050959830  0.001298099
# [29,] -0.0081106357 -0.029606434  0.098932176  0.050387859  0.346260264
# [30,]  0.1131369795 -0.131845847  0.103750002  0.075749367  0.022853214
# [31,]  0.2006186689  0.026218781  0.045682331 -0.019112357 -0.017372546
# [32,]  0.0963752214 -0.040195958 -0.028585200  0.051918540  0.206376486
# [33,] -0.0913594095 -0.095379377 -0.264838290  0.098400639  0.180081974
# [34,] -0.0909600104 -0.012342395 -0.153894807  0.068120695 -0.139142884
# [35,] -0.0781653969  0.295401712  0.080630733  0.059758448  0.175141175
# [36,] -0.1002010954  0.026733738  0.018333093 -0.085260379 -0.112390723
# [37,]  0.1375962356  0.172568253  0.055404857  0.223688668  0.076661615
# [38,]  0.0883504510  0.142459134 -0.061836842 -0.148081692  0.043951155
# [39,] -0.1831980083 -0.082358434 -0.174760138  0.274981335  0.050809583
# [40,] -0.1375583500 -0.116674286  0.088578177 -0.010535277  0.046338040
# [41,]  0.0072591394 -0.122718042  0.038935087 -0.061032962  0.071214862
# [42,]  0.0365158864  0.062296998 -0.075288190 -0.054617622  0.063752465
# [43,]  0.0846046920  0.087923179  0.105584999 -0.058521752 -0.004680303
# [44,] -0.1406768250 -0.058495617  0.200024600  0.008033874 -0.140468660
# [45,] -0.0229394786 -0.040180459 -0.270926012 -0.225128432 -0.049180494
# [46,] -0.0121663583  0.007430265 -0.073347329 -0.079266360  0.067844763
# [47,] -0.0874920181  0.100608623  0.262096830  0.059831307 -0.104066585
# [48,]  0.0877921995  0.059875737  0.079344169  0.004796538  0.133307383
# [49,] -0.1568925007 -0.126459798 -0.007314357  0.168054036  0.138012638
# [50,] -0.0493067924  0.039048226 -0.034539727  0.096111300  0.027437800
# [51,]  0.0556201516 -0.163578949  0.020891985  0.197075657 -0.115639035
# [52,]  0.0735260065  0.201798251 -0.015956809  0.081464832 -0.105317892
# [53,]  0.1091728664  0.058399405 -0.005587548 -0.066054803  0.058965863
# [54,]  0.0665792487  0.170656131 -0.273157569  0.093745619  0.081420195
# [55,] -0.1307348263 -0.104786874  0.131971335  0.147877582 -0.130722345
# [56,]  0.0743354626 -0.068610141  0.089849244  0.145664788  0.060193909
# [57,] -0.2247837393 -0.188649020 -0.081272786 -0.275450659  0.036263360
# [58,] -0.1197805350 -0.208486096  0.077482033  0.220186468  0.005252798
# [59,]  0.1415878858 -0.113073287 -0.087431109  0.071972683  0.095587149
# [60,]  0.1635850732 -0.090625653 -0.028839394  0.045466361 -0.114914361
# [61,] -0.2408896909 -0.156346878  0.188869691  0.072842944  0.110779635
# [62,] -0.0312489462  0.045316439  0.151524114 -0.143551445 -0.129436302
# [63,]  0.0615941366 -0.032007181 -0.027562855  0.038061140 -0.101012366
# [64,]  0.2049357334  0.076607175  0.193716575 -0.077450345 -0.063094258
# [65,]  0.0057851017 -0.049977536 -0.028214613  0.004853667 -0.123837237
# [66,] -0.0186442499 -0.073721270 -0.093150026  0.071872870  0.181807818
# [67,]  0.1240435368 -0.074478856  0.008754819 -0.006203563 -0.044465041
# [68,] -0.0212786197  0.033242522 -0.002876491  0.145459364  0.082060941
# [69,]  0.1775695879 -0.119104078 -0.060971880 -0.080345322 -0.055826837
# [70,]  0.0238516933  0.061382322 -0.135253105  0.074130963  0.035596785
#              [,51]        [,52]        [,53]         [,54]         [,55]
#  [1,] -0.197911165  0.037207982  0.211160378  0.2006839226  0.0440677093
#  [2,]  0.076666835  0.005206771 -0.064316779 -0.0151225795  0.2665883612
#  [3,] -0.009331359  0.079170857  0.094530236 -0.1974550428  0.0766678331
#  [4,] -0.180655090  0.041807762  0.005896500  0.0376743542  0.2451552612
#  [5,]  0.202944662  0.075308884 -0.303272263  0.1849873651 -0.1773806061
#  [6,] -0.027813828 -0.047245382  0.021556198  0.0996250738 -0.0670520998
#  [7,] -0.080974055  0.059670497  0.031369639 -0.0269735844 -0.2159035444
#  [8,] -0.003633606 -0.170158031 -0.162158388  0.0044058074 -0.0515337469
#  [9,]  0.163594853  0.062495908  0.010167548  0.0001854534  0.0887677260
# [10,]  0.020416049  0.036240411  0.149604764 -0.4556995584  0.0499776045
# [11,] -0.192765683  0.109650782 -0.125664905 -0.1269009775  0.0529148770
# [12,]  0.146995774 -0.193986529  0.151223018 -0.1352991873  0.0683368842
# [13,]  0.072730432  0.181881894  0.344589778  0.1372739974 -0.1557373474
# [14,] -0.014460497 -0.040593519 -0.092573978  0.0623627100  0.1129172706
# [15,]  0.345682841 -0.107583030  0.075113946  0.0364109844 -0.0815523724
# [16,] -0.173078146  0.234958856 -0.160398261  0.2569340289  0.2223236525
# [17,] -0.120063471  0.193858415 -0.065127752  0.0462404425 -0.3011294222
# [18,]  0.086273576  0.046653172  0.037771303 -0.1058868254 -0.0500721995
# [19,] -0.112802351 -0.307369336  0.059630204  0.1389817806  0.2068118646
# [20,] -0.054195932 -0.156398312 -0.228538885 -0.1538413913 -0.2900753785
# [21,] -0.122715714  0.028031401  0.059694446  0.0355313316 -0.1374005148
# [22,] -0.030376693  0.131544817 -0.004018153  0.1470848818  0.0769666704
# [23,] -0.035724883  0.078140683  0.026804280  0.0721067151 -0.0146597493
# [24,]  0.160357710  0.082294747 -0.047436089 -0.1283918120  0.0678155353
# [25,]  0.238873253 -0.135721060 -0.094581066 -0.0147420238  0.0055621627
# [26,]  0.045144793  0.169971390  0.121216241  0.0496038996  0.0928750976
# [27,] -0.019723361  0.106811895  0.073242162  0.0150188931  0.1133747400
# [28,] -0.100538434  0.061280677  0.068862050 -0.0420777944 -0.0118001653
# [29,] -0.226042496 -0.088958756  0.108757384  0.0344554911  0.0104885242
# [30,]  0.002291732  0.061894165 -0.142315701  0.1203055818 -0.0204433365
# [31,] -0.086080645  0.080973035 -0.051995340 -0.0016685522  0.0873107834
# [32,]  0.009947573  0.129769696 -0.090934745 -0.1619420137  0.0232958356
# [33,] -0.144856632  0.141555630 -0.123455176  0.0318611814 -0.0040427139
# [34,]  0.047177635 -0.078926635  0.026721929  0.0823144593  0.1395732806
# [35,] -0.155245372  0.022210903 -0.138159325 -0.0207769369  0.0500117913
# [36,] -0.028995494 -0.113366637  0.041115224 -0.0549333276 -0.1974158293
# [37,] -0.039867165  0.005843678 -0.067466775 -0.1097116840  0.1107719275
# [38,] -0.061544192  0.276736274 -0.017254171 -0.1756513982  0.0063161556
# [39,] -0.111930105 -0.001446265  0.010085194 -0.0370580924 -0.0398567170
# [40,]  0.042400627  0.046169240  0.182793973  0.1621261696  0.0009642181
# [41,]  0.152934583  0.077867058 -0.033686160  0.0864459764  0.1375987390
# [42,]  0.024086343 -0.111635848 -0.075384752  0.1885749708  0.0565464988
# [43,] -0.013444134 -0.057109780 -0.016160698  0.0789515607 -0.0412514040
# [44,]  0.079067740  0.153853059 -0.001147181  0.0003434690 -0.0921673009
# [45,]  0.002714172  0.105273487 -0.054572257 -0.0859346064  0.0479510546
# [46,]  0.131562524  0.120356658 -0.116950041  0.0925597461  0.0935341690
# [47,] -0.021294844 -0.037696557 -0.060797056 -0.0648174637 -0.0459449347
# [48,]  0.021580989 -0.054481508  0.114049824 -0.1282046131  0.3120566275
# [49,]  0.092710631  0.085232867 -0.043298914  0.0195018089  0.0565425091
# [50,]  0.083269704  0.163603346  0.010717799  0.1493444233 -0.1776755256
# [51,]  0.140441397  0.004105017  0.205160287 -0.0223861761 -0.1192476512
# [52,] -0.059813694  0.024917577  0.130068624 -0.2154389697  0.1081854942
# [53,]  0.023142249 -0.099123208 -0.144658499  0.0244305786  0.0444967741
# [54,]  0.030117405 -0.090775148  0.110151878 -0.0073322317 -0.0659876795
# [55,] -0.009854794  0.041091072 -0.047964413  0.1001607923  0.1612183897
# [56,] -0.079180473  0.221743106  0.020496305 -0.0690406313  0.0006212511
# [57,] -0.094809294 -0.024679037  0.031047650 -0.0866877783  0.0084709454
# [58,] -0.208446183 -0.211873584  0.063363294  0.0072377837  0.0032406133
# [59,] -0.141114126 -0.130281848  0.027281027 -0.0722431656 -0.0420830009
# [60,]  0.077907946  0.014285521 -0.239556535 -0.1663039484  0.0922388683
# [61,]  0.047714209  0.130235370 -0.103710244 -0.1159141068  0.1348039492
# [62,] -0.133733565  0.093236512 -0.079429286 -0.0163987343 -0.0742525605
# [63,]  0.030234691 -0.287784905 -0.185001162 -0.0155459007  0.0586415977
# [64,] -0.213296965 -0.104479733  0.131007744  0.0787354176 -0.0062835718
# [65,] -0.066052801 -0.060424915 -0.078429734  0.1674437992  0.1289391575
# [66,]  0.018391053 -0.007317450 -0.061540290  0.0927407278  0.0002717078
# [67,] -0.025017014  0.060641792 -0.270312076 -0.1424673538 -0.0346212720
# [68,]  0.060879938  0.116414486  0.135328089 -0.0778303099  0.0841809997
# [69,]  0.299121465  0.029627073  0.044028261  0.0760766797  0.0966417690
# [70,] -0.132188923 -0.072412484 -0.104007794 -0.1118549343 -0.0475428139
#               [,56]         [,57]        [,58]        [,59]         [,60]
#  [1,] -0.0257701659 -0.0689244685 -0.156932409 -0.056302525 -0.2144702473
#  [2,]  0.0034197145 -0.0278974498 -0.075877624 -0.101210557 -0.1954492332
#  [3,]  0.1652101890 -0.0236570045  0.247708283 -0.181657624 -0.1518290366
#  [4,] -0.2961957873 -0.1620530179  0.126586047  0.249260804  0.1265897198
#  [5,] -0.0089789229 -0.2567265664  0.199137045 -0.081511545 -0.0601983064
#  [6,]  0.0321446399 -0.0091676781 -0.107804387  0.289398413 -0.2068222115
#  [7,] -0.0969058920 -0.0648969715 -0.171880407  0.180434020  0.1739554794
#  [8,]  0.1035156263  0.1167452148  0.025853224 -0.026226093 -0.1103208021
#  [9,]  0.0035773003 -0.0835189265 -0.117419422 -0.090220319 -0.1125280166
# [10,]  0.1847473424  0.1581884054 -0.285212570 -0.115320537 -0.1472005266
# [11,] -0.0980886339  0.1199248649  0.148533062  0.099349850 -0.0587246054
# [12,] -0.1826566514  0.0795584250 -0.046369566 -0.133642826  0.2114451514
# [13,]  0.1377628752  0.0361071888  0.211837709  0.052164279  0.0899547187
# [14,] -0.0313387522 -0.0270307686  0.025980029 -0.282909801  0.0498674518
# [15,]  0.0289359353 -0.0402261177 -0.025896523  0.103497735  0.1463826194
# [16,]  0.1735204258  0.0341993317 -0.004215389 -0.027940663  0.0364662694
# [17,] -0.0698161930  0.4182752817 -0.097693244 -0.060948592  0.1334121501
# [18,]  0.0341716974 -0.1315637549  0.021725116  0.214167819  0.1441322030
# [19,] -0.0364607627 -0.1363636456 -0.101481504  0.044797147  0.2327823329
# [20,]  0.0007050891 -0.2142167646  0.155799039 -0.090848049  0.0157291518
# [21,] -0.0226619993 -0.0141801800 -0.245126404 -0.034806164  0.0149501103
# [22,]  0.2161228017  0.0454863312 -0.076613186 -0.059455599  0.2167084972
# [23,]  0.1346545529  0.1630192741  0.080382466  0.123027442 -0.0088689921
# [24,]  0.1061197017 -0.0165885990 -0.158517013 -0.019483853  0.2056625654
# [25,] -0.1613616948  0.0087834166  0.008257017  0.065973650 -0.0916633095
# [26,] -0.1672943313 -0.0678399681  0.032667822 -0.052724903 -0.0004729029
# [27,]  0.1261089432  0.0355816383  0.037954825  0.003956340  0.0028151625
# [28,] -0.0406136594  0.2070499879  0.093674999 -0.065668304  0.0620654748
# [29,] -0.0460519681  0.0291994636  0.079684674 -0.176658241 -0.1924989233
# [30,]  0.1892314093 -0.0436659957 -0.002473709  0.080803668 -0.0850791186
# [31,] -0.0715905709 -0.0373549187 -0.052764142 -0.057589316  0.0472534103
# [32,] -0.1144592917 -0.1241280098 -0.043410172  0.121519493 -0.1117362723
# [33,] -0.1561282368  0.1024337844  0.049924298 -0.013383108  0.0960897493
# [34,] -0.0495134908 -0.0597360662 -0.092602851  0.059304678  0.1446942630
# [35,] -0.0832976175  0.1708261808  0.058645166  0.123854507 -0.1122194755
# [36,]  0.2052131110 -0.0103427150  0.188318752  0.144841235  0.0666726009
# [37,] -0.1217231311  0.1475713603  0.052852179  0.041882107 -0.1478758564
# [38,] -0.0608089605 -0.3129494714 -0.168811355  0.061171585  0.0206859161
# [39,]  0.1555975210 -0.0150969207 -0.063831442 -0.054370627  0.0740617981
# [40,] -0.0497344720  0.0007863454  0.120241133 -0.319330848 -0.0537100143
# [41,] -0.0465179578  0.1617445042  0.187005098  0.088142130  0.0821573000
# [42,]  0.1197088675  0.2250968786 -0.020578120 -0.083403056  0.1239433227
# [43,] -0.0119728453 -0.0572281646  0.018576676 -0.259486748  0.1747610370
# [44,]  0.1624000482 -0.0786774010 -0.042198257 -0.043813458 -0.0386373044
# [45,] -0.0771850162 -0.1244955251  0.252903499 -0.060186978  0.0892472933
# [46,]  0.0864880659  0.0799841779 -0.113558260 -0.004063589 -0.0210697216
# [47,] -0.0277313690 -0.1029012381 -0.170929747 -0.144445063 -0.0675885159
# [48,]  0.1255541291  0.1064405680  0.078569001  0.161644419  0.0660321149
# [49,] -0.0630448413 -0.1080304713 -0.126222640  0.009038405 -0.1188687437
# [50,] -0.1914762667  0.0740161477 -0.039569798 -0.099370442 -0.0314473159
# [51,] -0.0924855637  0.1707016684 -0.020000881  0.084761646  0.0228612925
# [52,]  0.1144696874 -0.1270697617  0.279916871 -0.119913371  0.0963211900
# [53,]  0.0665311552  0.0795240769 -0.117305827 -0.032856978 -0.0707601085
# [54,] -0.1650833468 -0.0070345379 -0.048633387 -0.108045503  0.0445431610
# [55,] -0.0263602398  0.0393949703 -0.119645275 -0.060687968  0.0007956629
# [56,]  0.1518441728 -0.0520763696 -0.002155831  0.089361665  0.0778567790
# [57,] -0.1229668488  0.0778183190  0.117610155  0.153080911  0.0818287043
# [58,] -0.0665229391  0.0016020225 -0.028097162  0.039240106 -0.0064710642
# [59,]  0.2432638866 -0.0692853567 -0.207401783  0.073737773  0.1282493607
# [60,] -0.0250451436  0.0591317643 -0.059814300 -0.197740033  0.1547337109
# [61,]  0.1239543747  0.0133074051  0.017542171  0.040245221  0.0685543960
# [62,] -0.1100939693  0.0171428201 -0.141762800 -0.025285653  0.1922634942
# [63,]  0.0487815305  0.1922625541  0.078111167  0.097601622 -0.0835339039
# [64,]  0.0103236747 -0.1608452099  0.007017606 -0.026095035 -0.0653574599
# [65,]  0.0400713426 -0.0970715474 -0.068049026  0.018014362  0.1648369020
# [66,]  0.2030623839 -0.0544640218  0.045126622  0.106553681  0.0478922741
# [67,] -0.1137021195  0.0791856598 -0.036857634  0.052149502  0.0549992135
# [68,] -0.1956516627  0.0758517094 -0.008065200 -0.045389612  0.1048570517
# [69,] -0.0670517643  0.0590610887 -0.036084498  0.079339935  0.0521364963
# [70,]  0.0605816471 -0.0003721231  0.085033175 -0.176881063  0.2909483157
#              [,61]        [,62]        [,63]         [,64]        [,65]
#  [1,] -0.103644281 -0.195486154 -0.039135792  0.1031877343  0.204919860
#  [2,]  0.230519656 -0.014636580  0.189808281 -0.0834695473  0.002466238
#  [3,] -0.073467328  0.182022070 -0.053952272  0.0385983901  0.152943749
#  [4,] -0.147983338 -0.076742503  0.063721824 -0.1563295743 -0.274154879
#  [5,]  0.071394599  0.085092174  0.341645023 -0.1386362531  0.048471723
#  [6,]  0.245192496 -0.148971267 -0.309314846 -0.0850563199 -0.121643136
#  [7,]  0.202813053  0.252524320 -0.074404641  0.1052410655 -0.057134380
#  [8,] -0.118277655  0.143090596  0.005175379  0.0309760618  0.005054636
#  [9,] -0.175646001  0.025329228  0.022059700  0.1282893051 -0.331208175
# [10,]  0.055777933 -0.069468469  0.252516049 -0.0246961431  0.094211039
# [11,] -0.011818859  0.182657168  0.163717331  0.0171046961 -0.095514629
# [12,] -0.115054682  0.050569845 -0.185431517 -0.5005370207  0.070963666
# [13,] -0.297605969 -0.088846777  0.066969345  0.0958252330 -0.028352117
# [14,]  0.107220827 -0.348050391  0.049053181  0.1644137858  0.126853565
# [15,]  0.124918093 -0.138585915  0.093340965  0.2853015996 -0.094439656
# [16,]  0.081913508 -0.054630116 -0.135574046 -0.1143860423 -0.045809546
# [17,]  0.059407626 -0.017384234 -0.006965588 -0.1013761246  0.065185757
# [18,]  0.033352056  0.009555187 -0.024079035  0.0171668931  0.289102100
# [19,] -0.044728469  0.235700292 -0.067325987  0.1272449906  0.111024850
# [20,] -0.098805254 -0.042205599 -0.256749122  0.0143157443 -0.045022015
# [21,]  0.078868407  0.044707616  0.106984773  0.0634133543 -0.095487377
# [22,] -0.073182950  0.234383873  0.051620188 -0.0676526656 -0.037168324
# [23,]  0.076342694  0.030900462  0.087608368  0.0389981353  0.070257121
# [24,] -0.112927662  0.006499998  0.018176601 -0.0605781873 -0.063296273
# [25,] -0.024630938  0.116599455  0.108498640 -0.0240576497  0.086782513
# [26,]  0.057979512  0.162935042  0.054277682  0.0908293318  0.082014264
# [27,]  0.220227213  0.100029911 -0.195887899 -0.0663920780  0.060985014
# [28,]  0.161651791  0.083039266 -0.074917187  0.0790357470 -0.039782316
# [29,]  0.035409036  0.149750867  0.148309302 -0.0410903138 -0.105465323
# [30,] -0.066156292 -0.066734050 -0.051270621 -0.0809985344  0.049776187
# [31,]  0.070928502  0.031711602 -0.104761369  0.2012960173  0.188050280
# [32,] -0.058836331  0.117460573 -0.022974121 -0.0867796571  0.161737509
# [33,] -0.251090236  0.004670985 -0.015003148  0.1472702716  0.141097264
# [34,] -0.057876307  0.008017512  0.043212916 -0.0602401126  0.091697134
# [35,] -0.209228544  0.031878692 -0.066681647  0.0284563867  0.065319561
# [36,]  0.043901916 -0.008011606 -0.041379894 -0.0595451787  0.137001698
# [37,]  0.008756228 -0.156659362 -0.075702653 -0.0515887288  0.053855018
# [38,] -0.123678040 -0.115524762  0.047983163  0.0231141902  0.028777252
# [39,] -0.032579274 -0.068616157  0.123633733 -0.1107984563 -0.258698515
# [40,] -0.102299146 -0.008166766 -0.090988470  0.0496505655 -0.116064322
# [41,]  0.144800050  0.002759329  0.038983350  0.0548483878  0.186872790
# [42,] -0.177154865  0.082937773  0.022431795 -0.0243800673 -0.060464492
# [43,]  0.102423181 -0.161423536 -0.086865308 -0.1542021157 -0.137818424
# [44,] -0.061625459 -0.049974012 -0.085125063 -0.1262445874  0.104619528
# [45,]  0.138475727 -0.162940249 -0.041205373  0.1441775234 -0.031124182
# [46,]  0.132630681  0.014073072 -0.169620505 -0.0197296375 -0.117096889
# [47,] -0.073336349  0.057123068 -0.271825558  0.0375090946  0.131362823
# [48,]  0.068992713  0.044861270  0.058673032  0.0702461019 -0.026858663
# [49,] -0.009517867  0.062470892 -0.108042274 -0.0330891523  0.127816446
# [50,]  0.182977012  0.035951250  0.010556653  0.0317884931  0.083124530
# [51,] -0.159489097 -0.102333975 -0.021993117 -0.1079773874  0.064133217
# [52,]  0.075706262 -0.009301542 -0.038879337 -0.0618695158 -0.032730153
# [53,] -0.030450447  0.075134661 -0.156019041 -0.0211338006  0.001933447
# [54,]  0.121407602  0.071117637  0.094989270 -0.0098032358  0.015132402
# [55,] -0.026739804 -0.171174369  0.087986557  0.0211598702  0.113762168
# [56,]  0.046136450  0.055370691 -0.043402212 -0.0651749612  0.004223445
# [57,]  0.058211414 -0.041936606 -0.015744670  0.1002425824 -0.045590554
# [58,]  0.177035763 -0.016139223  0.073151753 -0.0164141700 -0.080971230
# [59,] -0.025661222 -0.115130402  0.107099705  0.1468059380 -0.016000181
# [60,] -0.074974620  0.205130548 -0.155855555  0.3244958504 -0.094271854
# [61,] -0.004668415 -0.064045403 -0.147813927  0.0043096618 -0.103342377
# [62,] -0.101022364 -0.072198646  0.142933396  0.1338794297  0.052166828
# [63,] -0.114156041 -0.237088586  0.007245235  0.1476773860  0.107960833
# [64,]  0.082556620  0.019714330 -0.108285542  0.0632998770  0.009737711
# [65,] -0.026866544 -0.019045302  0.165490841 -0.2163459316  0.283900322
# [66,] -0.066030879 -0.089076657 -0.022068391  0.0629426025 -0.013893016
# [67,]  0.037589623 -0.174149175  0.093729757 -0.1408720841 -0.171945445
# [68,] -0.053789293 -0.239043478 -0.161824733 -0.0001369408  0.006086391
# [69,]  0.115828587  0.023616997 -0.096039695  0.0920869488 -0.084510789
# [70,]  0.223151502 -0.110294926  0.036575681 -0.0392217458  0.152703373
#               [,66]        [,67]        [,68]         [,69]        [,70]
#  [1,]  0.0105948925  0.266428976  0.104482824  0.4027776920  0.081051513
#  [2,]  0.0070222153 -0.215276596  0.024480284  0.0767479578  0.025883329
#  [3,]  0.0858828628 -0.174483204 -0.082242989 -0.2952890633 -0.100302223
#  [4,]  0.1072939327 -0.085540291  0.166022126 -0.1856819545  0.085017746
#  [5,]  0.0585629135  0.280543409  0.092096934  0.1571194063 -0.132773397
#  [6,]  0.0548743632 -0.123593956  0.000393210  0.0253559133 -0.096844658
#  [7,]  0.3154094210  0.078085903  0.158897995  0.0626006597 -0.012298732
#  [8,] -0.3931462221  0.007194370  0.343236421  0.0259771218 -0.064117875
#  [9,]  0.0597907047  0.186494117 -0.114725611  0.0584404505 -0.159783178
# [10,]  0.0818335939  0.079883277  0.168218417 -0.0892053568  0.199722873
# [11,] -0.1279131058 -0.060146445 -0.427664924  0.2151726677  0.032055038
# [12,]  0.0014869458  0.173720628 -0.057370215  0.0138323284 -0.149916425
# [13,]  0.0807494344  0.003414397 -0.103110172 -0.1520707984 -0.188075485
# [14,] -0.0500825864 -0.300952161 -0.103176669  0.0627280396 -0.305499738
# [15,] -0.2318269534 -0.015300151 -0.034065944 -0.0478910836  0.283992428
# [16,] -0.1077455582  0.076448430  0.010548514 -0.1925488141  0.006898131
# [17,] -0.0087775191 -0.133943574 -0.164051880  0.0424852026  0.154762616
# [18,]  0.1359391582 -0.092300425 -0.056748321 -0.1946103213 -0.013005805
# [19,] -0.1517764514  0.149551178 -0.206062272  0.0006278663  0.017879446
# [20,]  0.0996455421 -0.193407399  0.097395704  0.0293878953  0.219368673
# [21,]  0.1288412703 -0.005794545 -0.044283600 -0.1451006362  0.010382145
# [22,]  0.0971405184 -0.103308559  0.156637871  0.1212534620 -0.043297020
# [23,]  0.1055976063  0.030474581  0.148380629 -0.0375366919 -0.074789727
# [24,] -0.0098883949 -0.141532861 -0.170067693  0.1371416369  0.087770277
# [25,]  0.2324158649 -0.108372461 -0.007781332  0.0144434246  0.073660566
# [26,]  0.0258545177  0.013873203  0.034907469  0.0525445106  0.339497921
# [27,] -0.0875636451  0.138774812 -0.061665024 -0.0534257991  0.095763493
# [28,] -0.0105318416  0.096353945  0.130898818  0.0724636436 -0.025654848
# [29,]  0.1050159024 -0.018573916 -0.162776507  0.0124005684 -0.042939823
# [30,]  0.0233701677 -0.091459693  0.056005393 -0.0844729361  0.077341193
# [31,]  0.0745065805  0.024904000 -0.078419953 -0.0473633249 -0.148007777
# [32,] -0.2174824120 -0.117967821  0.068953938  0.0787830100 -0.192945132
# [33,]  0.1279340546 -0.025775255  0.051690905  0.0650011285  0.092901780
# [34,]  0.0760900762 -0.116864845  0.117342919  0.0143755318  0.063642470
# [35,]  0.0283226471 -0.015202196  0.068907460  0.0372453671  0.064394593
# [36,] -0.0444387684 -0.137195702 -0.013293913  0.3654458782 -0.022369488
# [37,]  0.0704377264  0.033137954  0.086042716 -0.0503072776 -0.061348203
# [38,] -0.0605962823 -0.075015075 -0.080884030 -0.0059210486 -0.086750618
# [39,]  0.0901218164 -0.120467917  0.020687416  0.0117430168 -0.022839479
# [40,]  0.1524067379 -0.041119047  0.207123592  0.0633830116  0.044172579
# [41,]  0.0021822343  0.128669070 -0.033406568 -0.0629467358 -0.051931515
# [42,] -0.0813228964 -0.086260028 -0.007523029 -0.1153989365  0.154605267
# [43,]  0.0433235634  0.008240144 -0.083351304  0.0597941958  0.013260818
# [44,] -0.0325533079  0.068463102 -0.092036732 -0.0083024245  0.028788500
# [45,]  0.1140454052  0.043875018 -0.027983387  0.0662688799  0.210229599
# [46,]  0.0554491278 -0.112639818 -0.133870964  0.0280306671  0.013489242
# [47,]  0.0878654061  0.030795402  0.043579945  0.0226943699 -0.081001610
# [48,]  0.1588248172 -0.041618420  0.030685222  0.2851330344 -0.094518803
# [49,] -0.0127822212  0.099424406 -0.202599611 -0.1110661555  0.062115783
# [50,] -0.1308904533 -0.039625011  0.036250485 -0.1407314467  0.019794767
# [51,] -0.0702506031 -0.041914468  0.057013555  0.0019011223 -0.154493687
# [52,] -0.0579198450  0.088117889  0.078931663 -0.0802925129  0.162097671
# [53,]  0.2895096205  0.029710809 -0.117516396  0.0098591243  0.054717047
# [54,]  0.0025437438 -0.158917670  0.126063713 -0.0304749753 -0.077016366
# [55,]  0.0738216312 -0.156141633  0.138766584 -0.0100839700  0.002140126
# [56,] -0.0322600616 -0.031635895  0.195286078  0.0369536628 -0.072223907
# [57,] -0.1249060861 -0.046679622  0.013707217  0.0460615336 -0.124191104
# [58,]  0.0475828276 -0.077157853 -0.004098048 -0.0634249961 -0.134290325
# [59,] -0.0941824656  0.083217719 -0.027469729 -0.0237629627 -0.007805424
# [60,] -0.0756585963 -0.088941804  0.146092595  0.0227334019 -0.104649636
# [61,]  0.0049013758  0.216406641  0.094476733  0.0694229156 -0.008927350
# [62,] -0.0006394161  0.123280578  0.019022840 -0.1231911707 -0.155406235
# [63,]  0.2072319932  0.187221825 -0.041803501 -0.1657801832  0.062709173
# [64,] -0.1921044187 -0.053498208  0.083350250 -0.1705041274  0.060933995
# [65,] -0.0127262012 -0.128529923  0.077199063  0.0166564662  0.147216670
# [66,]  0.1348235569 -0.074317898 -0.065695490  0.0866844929 -0.070473419
# [67,] -0.0975141847  0.195637850  0.059560320 -0.0874444300 -0.010575479
# [68,] -0.1024222643 -0.049556229  0.003719028  0.1920757955  0.131840299
# [69,]  0.0367741845 -0.041038713  0.142474993 -0.0375379297 -0.181652834
# [70,]  0.1110360736  0.171236404 -0.003764275 -0.0072200008 -0.141340445
# 
# $prop_expl_var
# [1] 16.55  3.72
# 
# attr(,"class")
# [1] "mgpca"
library(MultiGroupO)
sim.list<-fun.sim(g=c(30,30,30),mean1=2,d=0,sds2=c(1,1,1,1),corr=c(0.5,0.5,0.5,0),
                  n.var=c(20,50))
datos1 <- as.data.frame(sim.list$x)
datos1<-subset(datos1,select=-grp)
grupos <- sim.list$grp
mdr(group=grupos,data.x=sim.list$`lisx`,c=2)

# $variates
#            V1          V2
# 1   -9.253509  2.48143028
# 2   -3.912647  2.42977071
# 3  -12.134090  1.56584813
# 4  -12.985687  1.28753649
# 5   -8.936727  0.77977685
# 6  -11.802366  0.78537472
# 7  -14.525432  2.65994626
# 8   -9.210038  0.45385747
# 9   -6.288026  2.22777124
# 10  -7.319080  2.19957637
# 11  -4.939390  1.67503338
# 12 -10.725428  1.04438203
# 13  -5.971896  1.15824604
# 14  -7.122996  0.72754163
# 15  -7.145083  2.10240832
# 16 -10.866836  0.76884844
# 17  -4.594419  2.63725158
# 18  -7.957050  1.27030687
# 19  -6.730057  1.73825510
# 20  -6.690589 -0.63652280
# 21  -2.884809  0.38450990
# 22 -11.436588  2.05304513
# 23  -8.307225  0.21778710
# 24 -12.301075  1.08501725
# 25  -5.109504  1.66267977
# 26  -5.179457 -0.50068292
# 27 -10.463431  0.53001498
# 28  -9.205221 -0.55922529
# 29  -4.473643  0.79097044
# 30 -10.646762  2.08600231
# 31  -7.740365  1.23514585
# 32 -13.775659  1.36111115
# 33 -10.268015  0.79169438
# 34  -9.787113  0.96510905
# 35  -7.948415  2.27516249
# 36 -12.926767  1.72233299
# 37 -11.585562  2.74190624
# 38 -12.841778  1.70782248
# 39  -7.069924  1.83768437
# 40 -11.610497  0.07343631
# 41  -8.821230  0.51104988
# 42 -12.546355  0.93244602
# 43 -14.063064  1.07025681
# 44  -9.294509  1.59553112
# 45 -10.665557  2.65925908
# 46 -10.084539  1.20748551
# 47 -12.461304  1.45926743
# 48 -16.231213  1.10227399
# 49 -13.754392  3.33572570
# 50  -9.582537  1.00774735
# 51 -14.629310  1.55018405
# 52 -14.355127  0.94463861
# 53 -11.626884  1.75368755
# 54 -14.780067  1.29919490
# 55  -8.326309  1.73894397
# 56  -7.633446  0.36382171
# 57 -11.974738  2.43914955
# 58  -9.872996  0.93623440
# 59 -15.114099  1.55960382
# 60  -9.433188  0.10899652
# 61 -11.756726 -0.53445992
# 62  -7.588321 -1.56249594
# 63 -11.060580 -0.57802716
# 64 -10.931671 -0.78746788
# 65  -6.979845  0.98303198
# 66  -8.546992  0.06029262
# 67 -13.229019 -1.14348341
# 68 -13.203385 -0.47980568
# 69 -10.456198 -0.55036673
# 70 -17.514461  0.66845564
# 71  -5.792779  0.02309233
# 72  -6.185780 -0.89898660
# 73 -12.647798  0.50860546
# 74 -11.358923  0.64911683
# 75 -10.718688 -0.88332438
# 76  -7.295734 -1.30319337
# 77 -10.248809  1.27514754
# 78 -10.730581  0.41050034
# 79  -8.655777 -0.28206850
# 80 -11.931157  1.55081335
# 81 -10.493572 -0.47903508
# 82  -9.563919  1.00459331
# 83  -7.193686  1.01292727
# 84 -10.895696 -1.53233851
# 85  -7.507476 -0.46609494
# 86  -6.693800 -1.67993273
# 87 -12.411426 -1.14899211
# 88 -12.727484 -1.06386566
# 89  -9.656988 -1.11992422
# 90  -8.292269 -0.70144823
# 
# $loadings
#                [,1]         [,2]
#  [1,] -0.2714624168  0.024708262
#  [2,] -0.1341565421 -0.184526759
#  [3,] -0.1127344506 -0.055148342
#  [4,] -0.1135083703  0.202579877
#  [5,] -0.1957404911  0.086657212
#  [6,] -0.1323967403  0.194599176
#  [7,] -0.1735774780  0.017139247
#  [8,] -0.1285121655 -0.084593086
#  [9,] -0.2442929766 -0.047908875
# [10,] -0.2579174940 -0.081351370
# [11,] -0.1609137652 -0.110079937
# [12,] -0.1978385180 -0.077242754
# [13,] -0.2151427031 -0.050446045
# [14,] -0.2177001274  0.005006282
# [15,] -0.2072318816  0.050907368
# [16,] -0.1446657167 -0.040501069
# [17,] -0.1232229523  0.197288071
# [18,] -0.0414695736  0.132440014
# [19,] -0.2239918638 -0.027645667
# [20,] -0.1149517719  0.062063072
# [21,] -0.0464238024  0.042049021
# [22,]  0.0003911598 -0.135704876
# [23,] -0.0891262328  0.029029000
# [24,] -0.1116523375 -0.152283627
# [25,]  0.1069728403  0.051999287
# [26,]  0.0111990406  0.011489301
# [27,] -0.0761375831 -0.195794467
# [28,] -0.0066560080 -0.051667806
# [29,] -0.1448319675 -0.035720247
# [30,]  0.0437348266  0.019228719
# [31,]  0.0565646712  0.093662612
# [32,]  0.0205617672 -0.194023053
# [33,]  0.1153258891  0.236909811
# [34,]  0.1177979820  0.069052450
# [35,]  0.1174043401  0.018927236
# [36,]  0.1072644122 -0.131322811
# [37,] -0.0914002726 -0.034379409
# [38,]  0.0146021972 -0.166130109
# [39,] -0.0686376014 -0.140604587
# [40,]  0.0160628190  0.085473843
# [41,]  0.0435201607 -0.026257361
# [42,] -0.0561685294  0.015613142
# [43,]  0.1915777001 -0.036260523
# [44,]  0.0106927923  0.208009605
# [45,] -0.0549438664 -0.043305714
# [46,] -0.1178588193  0.074206767
# [47,]  0.0567866077  0.113204015
# [48,]  0.0281110719  0.208484746
# [49,]  0.1606438891  0.001395135
# [50,] -0.0698698177  0.015685885
# [51,] -0.0251133859  0.041105406
# [52,]  0.0089161336 -0.025557336
# [53,]  0.0510435841 -0.129837989
# [54,] -0.0091604066 -0.076496351
# [55,]  0.1226476683  0.013507927
# [56,] -0.0587823461 -0.053441698
# [57,]  0.0452228321 -0.121760081
# [58,] -0.0862945574  0.003923649
# [59,] -0.1106124118  0.387450083
# [60,]  0.0001938835  0.191091710
# [61,] -0.0838194881 -0.064986747
# [62,]  0.1131841293  0.028197964
# [63,]  0.1589516141 -0.091093957
# [64,]  0.1154621285 -0.227790569
# [65,]  0.0602923168  0.291258864
# [66,] -0.0891334287  0.101463918
# [67,] -0.0508616949  0.032619437
# [68,]  0.0729608764 -0.024512402
# [69,]  0.0603148475 -0.043656430
# [70,] -0.0004869419  0.013491409
# 
# $prop_expl_dim
#  [1] 72.63 27.37  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# [13]  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# [25]  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# [37]  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# [49]  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# [61]  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00
# 
# attr(,"class")
# [1] "mdr"