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

Installation

You can install the development version from GitHub with

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

Contributors

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   0.238821366 -0.056016949  8.078643e-03 -0.081320598  0.0365497374
# V2   0.214993353  0.034733994 -6.152679e-02 -0.011522852 -0.0388110802
# V3   0.222038293  0.020903062  8.947552e-02 -0.015619690 -0.0808959691
# V4   0.201035373  0.139482161  9.293318e-03  0.077660911  0.1610957055
# V5   0.216562995 -0.163374409  2.316330e-02  0.006756736  0.0233401597
# V6   0.207944187  0.055816339 -3.892496e-02  0.058920415 -0.0025649705
# V7   0.208463669 -0.034922044 -3.192623e-02  0.032144122  0.0406371669
# V8   0.240614937 -0.094627326  1.028832e-01 -0.006817625  0.0142207416
# V9   0.210167149  0.022152229  9.997360e-02  0.031528939  0.0848494558
# V10  0.250944580  0.051758361  1.855795e-02 -0.028093754 -0.0147487878
# V11  0.186815245  0.045707082  2.171381e-02 -0.044339605 -0.0567909580
# V12  0.226380042  0.090877091 -6.128672e-02 -0.082176210 -0.0751199456
# V13  0.194232929 -0.054507438  1.437967e-03 -0.032640746  0.1144922272
# V14  0.200559668 -0.020458835 -3.308479e-02 -0.020328056 -0.0121932133
# V15  0.222749863 -0.016285160  1.084545e-01  0.043458065  0.0919811529
# V16  0.266219088  0.022167872  9.423847e-02 -0.080870676 -0.0230888762
# V17  0.223890260 -0.061864979 -1.347253e-01  0.067293941 -0.0325121741
# V18  0.212424096 -0.020429298  6.354099e-04 -0.022645388  0.0351871727
# V19  0.195409963  0.064351404 -7.897142e-03  0.008916796 -0.1091263372
# V20  0.185378477  0.026038123 -1.978927e-02 -0.078487025  0.0812005330
# V21  0.016827629  0.022907530  7.819707e-02  0.227935532  0.1466703067
# V22 -0.010801218 -0.031919208 -2.145437e-01  0.121999624  0.1773224361
# V23 -0.051521849 -0.116906848  1.138429e-01  0.235233935  0.2631579349
# V24 -0.007867332  0.167718682 -9.096261e-02  0.013756998  0.1024851508
# V25 -0.000717504  0.061608998 -9.060098e-02  0.053799638  0.0165257068
# V26  0.024712876  0.050001323  6.395078e-02 -0.091543778 -0.1390134188
# V27  0.033266331 -0.009703602  1.708202e-02 -0.002687275 -0.0404554499
# V28 -0.040470643  0.072112840 -1.335580e-01 -0.054488560 -0.0116126046
# V29 -0.027357004 -0.105527333  1.531946e-01 -0.010052216  0.1779107972
# V30 -0.017419203 -0.302131387  6.812695e-02  0.075981533  0.1332665663
# V31  0.028914545 -0.216232425  5.362267e-02  0.023180639 -0.1835729500
# V32  0.035128929 -0.084243803  1.359275e-01 -0.182200537 -0.0077256311
# V33  0.004277830 -0.056400474 -3.719663e-02  0.092386524  0.1205928852
# V34  0.009854918 -0.118583823  1.359488e-01 -0.066350247 -0.0464980290
# V35 -0.042639487 -0.149778989 -1.570170e-01 -0.455991310 -0.0230264843
# V36 -0.025222193 -0.080280574 -1.589613e-01 -0.153997605  0.0034613027
# V37  0.034919428 -0.001391872  1.775384e-01 -0.108205939  0.1209187249
# V38 -0.034447765 -0.054714431  1.633582e-05 -0.278578534  0.1944802504
# V39  0.009318739 -0.043752225 -1.053285e-01 -0.040020555  0.1568231534
# V40  0.006485843  0.246018990  8.041071e-02 -0.131114085  0.2214483741
# V41 -0.012877927 -0.034695147  1.253885e-01  0.124219722 -0.1215507134
# V42 -0.002555162 -0.110652864 -2.858259e-02 -0.111287279 -0.0024808204
# V43 -0.030099143 -0.137386752  8.575202e-02 -0.094365228  0.2748684961
# V44  0.010460562  0.162694262 -2.613766e-01 -0.086775005  0.1124277823
# V45  0.035142748 -0.095734562 -7.854323e-02 -0.094494876 -0.0695899764
# V46 -0.008893515  0.106814410  2.978381e-01  0.006469427 -0.0604020337
# V47  0.021780558  0.232201664  1.398630e-01 -0.092713151 -0.1461716846
# V48 -0.012556884 -0.173912960  9.493464e-02 -0.092158143  0.0216369860
# V49 -0.013400893 -0.014913823 -4.822628e-02 -0.016143102  0.1199416183
# V50  0.003206368  0.029729507  4.140105e-02  0.120608788  0.1462784033
# V51  0.006196031  0.008134811 -2.507986e-01  0.084549038  0.1666784894
# V52  0.034355645 -0.177746074 -1.583770e-01  0.045325315  0.0243601183
# V53  0.074790547 -0.053407710 -2.035139e-01 -0.023880034  0.1249100487
# V54 -0.038137733 -0.110844180 -5.778710e-03  0.096458378 -0.0119016726
# V55 -0.044801137  0.101442946  2.177478e-01  0.056319224 -0.0043001572
# V56 -0.030000600 -0.109392284 -7.097859e-02  0.025161326 -0.0037270176
# V57  0.019412541 -0.149694806 -1.717985e-01  0.301455527 -0.1471061470
# V58  0.069536806 -0.005533208 -4.077870e-02  0.146692692  0.0954106843
# V59  0.033819416  0.275273399 -1.379489e-01  0.080469099  0.0048497914
# V60 -0.003056615 -0.308978224 -2.895880e-02 -0.101707186  0.0804605356
# V61 -0.047393839  0.078531139 -5.402373e-02 -0.152518457 -0.0002590703
# V62  0.007352620 -0.225393253  4.776055e-02 -0.048533726  0.0263665223
# V63 -0.003272689  0.034557790  1.922427e-01  0.127079784 -0.2002069982
# V64  0.024585786 -0.045741936 -1.999830e-01  0.190433783 -0.2594580831
# V65 -0.047591001  0.165565318 -1.582235e-01  0.015562900  0.0414309388
# V66  0.087818867 -0.086668223 -1.331795e-01 -0.027668725 -0.0807765003
# V67  0.014581786  0.060040387 -3.796445e-02 -0.051327763 -0.1212519639
# V68  0.045300755  0.099373927 -2.342434e-01 -0.098209120  0.0037857308
# V69  0.036547770 -0.215366706 -1.136007e-01  0.022263157 -0.3471028793
# V70  0.062811830 -0.062278031 -2.411172e-02  0.304553927  0.1426163532
#              PC6          PC7           PC8          PC9         PC10
# V1  -0.135554200  0.065169678 -0.0197159412  0.060689831 -0.055706285
# V2   0.011671349 -0.017982748 -0.0298549826  0.126608890 -0.115245135
# V3   0.053623365  0.039309998 -0.0333849477  0.009067150 -0.014874952
# V4   0.097191283  0.055600427 -0.0363109861 -0.082716921 -0.101489117
# V5  -0.098808008 -0.048553758  0.1964799324  0.060073798 -0.032442663
# V6   0.027989299  0.142124139  0.1397587844 -0.067465564 -0.046362398
# V7   0.056951905 -0.077086337  0.0172305325 -0.030408284  0.024455723
# V8   0.039328969 -0.016805144 -0.0451254005 -0.033401376  0.046908880
# V9  -0.016099347 -0.041384729  0.0661059240 -0.014445173 -0.019035513
# V10 -0.003732832 -0.043435242 -0.0232436082 -0.046295237 -0.099557610
# V11  0.009749057 -0.060912817  0.0570148461 -0.024187925  0.025205671
# V12  0.020249046 -0.001190583 -0.0140172168 -0.060444364  0.101925673
# V13  0.001947755 -0.032292446 -0.0148407666  0.096702386  0.091700353
# V14  0.132310157 -0.001657424 -0.0554217007 -0.087539637  0.071193837
# V15  0.029613822 -0.009329665 -0.0555823249  0.027593662 -0.041413618
# V16 -0.001067612 -0.057236596 -0.0224321460 -0.076001663  0.111102205
# V17  0.011673349  0.053031936  0.0228715238  0.099942670  0.079330185
# V18  0.034594829 -0.030372847 -0.0492604720  0.053788679  0.069588602
# V19  0.094025615  0.021770504 -0.0347347154 -0.043866116 -0.060652752
# V20 -0.079074536 -0.040211657 -0.0619809076 -0.090475186  0.022149822
# V21 -0.065145151  0.048660611 -0.1396156647 -0.012536017  0.094621956
# V22 -0.151898884  0.066532296  0.0482518460 -0.056997102  0.046986243
# V23  0.194777311 -0.169903123  0.0643974982  0.179511940 -0.025006265
# V24  0.121936471  0.063053565 -0.2833104167  0.141271163 -0.028919245
# V25  0.028538084 -0.103482900  0.1634616169 -0.058569259  0.159973250
# V26  0.057610185  0.084635806 -0.1095171207 -0.058153548  0.113096440
# V27  0.104455412  0.033721151 -0.1054974957  0.309253517 -0.192973827
# V28  0.173433703 -0.189908423  0.1215369330 -0.030480508  0.003667482
# V29 -0.053967393  0.087001131 -0.1870864918 -0.077956311  0.030626627
# V30 -0.026696200 -0.025751905 -0.0001340350 -0.100858511 -0.235567963
# V31  0.003218591 -0.106821024 -0.0993761937 -0.086063331  0.018656991
# V32 -0.088373409  0.284085897  0.2258683594  0.204143558 -0.068522654
# V33 -0.011707965 -0.024773489  0.1382378214 -0.186134772  0.166031745
# V34 -0.214880780  0.094607727 -0.0575538710 -0.162865075  0.202935881
# V35 -0.111603556 -0.126827568  0.0931405273 -0.094168274  0.061891925
# V36  0.365446850  0.002467209 -0.2123278733 -0.237651992 -0.018824220
# V37  0.160383461  0.034363406 -0.0048887862 -0.053488361 -0.009991966
# V38  0.032660559 -0.163718587 -0.0202518002 -0.092972060  0.038644199
# V39  0.051652103  0.120110165 -0.1269199221 -0.017539737  0.203617575
# V40 -0.061211803 -0.251244570  0.1223635312  0.091186674  0.014660345
# V41  0.244074965 -0.048601228 -0.0200696270  0.113444226 -0.027823952
# V42 -0.108862156  0.132286655 -0.0612152871 -0.030012236 -0.210669913
# V43  0.160185774  0.135208998 -0.0132597509 -0.070218235  0.003230824
# V44  0.062178813 -0.154502068 -0.0775870382 -0.035199746 -0.145365808
# V45  0.135949084  0.114554056  0.0278883691 -0.010560428 -0.026623109
# V46  0.058605695 -0.049695160 -0.0964285871 -0.097190457  0.067820717
# V47  0.126749967 -0.074702679  0.0425264605 -0.005522653  0.026653183
# V48  0.067032418 -0.302072954 -0.2444983604  0.162454947 -0.185379658
# V49  0.058112433 -0.263095157 -0.0608189326  0.206653619  0.013422322
# V50 -0.026608462  0.083951213  0.2278416959  0.079498421 -0.149704264
# V51  0.079868548  0.049782419 -0.0642179248 -0.265251668 -0.332020300
# V52 -0.029063166  0.172811776  0.0759094986 -0.061981343 -0.095447780
# V53 -0.056891928 -0.033601984  0.0525200979  0.355706087  0.120334226
# V54  0.149522753 -0.006896916  0.1370234049  0.107137316  0.080423751
# V55 -0.247946241  0.084365298 -0.2712517584  0.025095658 -0.189230329
# V56 -0.038933649  0.017123341  0.0328826115  0.189632700  0.008805324
# V57  0.055708692 -0.192263507  0.0558801211 -0.167936347 -0.069963212
# V58 -0.095884335 -0.001341936 -0.1018651189  0.084769827  0.085117784
# V59  0.014819681  0.081060133  0.0149334465 -0.195505736 -0.217310440
# V60  0.300882395  0.212283631  0.0573399060  0.009906533  0.039639953
# V61  0.257232795  0.134772131  0.1313519388  0.161842821  0.131069439
# V62 -0.085333967 -0.390704027 -0.1366112611 -0.069972302 -0.006809261
# V63  0.245867021 -0.083723073  0.1575143423  0.010180490 -0.186266589
# V64 -0.021669707 -0.005669929 -0.2706382413  0.049444801  0.315864292
# V65  0.138313401  0.069972725 -0.1470535321  0.140588508  0.150594292
# V66  0.005991043  0.081639427 -0.1050428634  0.145939815 -0.178287138
# V67 -0.040139594 -0.185795208  0.3151867920 -0.078484229 -0.044689172
# V68 -0.227654449 -0.087148226 -0.0505216636  0.138759256 -0.139381975
# V69 -0.038674226 -0.012191743  0.0002694006  0.085696659 -0.112378140
# V70 -0.034418960 -0.079391236  0.0943680297 -0.064617471  0.174414518
#             PC11          PC12         PC13         PC14         PC15
# V1   0.013956270 -0.0014330548  0.016167483  0.013173601 -0.025154985
# V2  -0.127646012 -0.0674232854  0.057420504 -0.068049926  0.086834374
# V3   0.028235008  0.1427459606  0.004501440  0.137646650  0.024204396
# V4   0.020325263 -0.0170577083 -0.197174692  0.028129513 -0.056775588
# V5   0.037695938 -0.0274640966  0.009386452 -0.018809780  0.015862230
# V6  -0.011593784 -0.0469601184 -0.002902600  0.019863995  0.119816308
# V7   0.024054876 -0.0741050060  0.068086989 -0.036306912 -0.002081918
# V8   0.001891856  0.0638539133 -0.009776591  0.044761035 -0.084984618
# V9   0.075117295  0.0513895770 -0.025508967 -0.072542763 -0.155295101
# V10  0.044450238 -0.0259572076 -0.059273169  0.041475163 -0.099972097
# V11  0.125917963 -0.0378701587  0.010385095 -0.043793395  0.108981042
# V12 -0.060043300  0.0369365345 -0.045312598  0.104523018  0.037229576
# V13  0.003808119  0.0388105430  0.014205287 -0.055544813  0.024587921
# V14  0.056984571  0.0770369387  0.098820192 -0.134441137 -0.011042375
# V15  0.031151023  0.0428735239 -0.066871239 -0.046715312  0.098643367
# V16 -0.049880889 -0.0663504467 -0.106008225 -0.071591348  0.050988163
# V17 -0.010976852  0.0009231245  0.095415271 -0.067444028  0.001196646
# V18 -0.043881807 -0.0392785379 -0.102500834  0.144524889 -0.051116668
# V19  0.080799318  0.0294050715 -0.004440735  0.130671971 -0.001347015
# V20 -0.023528136  0.0130945621  0.020447107 -0.046944563  0.002775146
# V21  0.089183855  0.1671187409 -0.153950324  0.020810451  0.205407634
# V22  0.169364109  0.1796062373  0.055970385 -0.069824685 -0.238757246
# V23 -0.159847989  0.1309005315 -0.056977185 -0.168132857  0.339289667
# V24  0.024193062 -0.2069272501  0.052541609  0.070872318  0.156871401
# V25 -0.078195608 -0.0509394863  0.006410498  0.003637562 -0.031493522
# V26 -0.166326789 -0.0715687103 -0.096751863 -0.324019529 -0.190995301
# V27  0.014203060  0.0576913641  0.029469539 -0.102947765  0.050693514
# V28 -0.141101031 -0.0078472423 -0.076542472 -0.009897535  0.112227984
# V29  0.187933908 -0.1220640222  0.203185360 -0.175677395 -0.176102263
# V30 -0.003818456  0.0684293702 -0.034966394  0.027421518  0.069187900
# V31 -0.126232852 -0.1146910386  0.121929663  0.259378707 -0.061006342
# V32 -0.196693145  0.1503698678 -0.001736682 -0.087895739 -0.090262218
# V33 -0.195889806 -0.0721900047 -0.035002008 -0.036041564  0.031773502
# V34  0.104531359  0.1487411579 -0.041575809  0.034343076 -0.045035718
# V35  0.211311669  0.0549924454  0.151874322  0.053914940  0.179565802
# V36 -0.148715681 -0.0528388076 -0.238201276 -0.043010050 -0.083077498
# V37 -0.171744723 -0.0557287762  0.241786250 -0.151144167 -0.023124370
# V38  0.038204380  0.1983482170  0.064549898 -0.099497845 -0.158263666
# V39 -0.174154602  0.1842535654  0.041191632  0.315927251  0.012748187
# V40 -0.076386295 -0.0288915697  0.297483715  0.066948492 -0.065870848
# V41  0.215461404  0.1361640369  0.349696421  0.043866119 -0.066536154
# V42 -0.046973907 -0.0177621164  0.096979021 -0.132914125  0.238213146
# V43  0.132609730 -0.2319383966  0.061030538  0.100144557  0.076208328
# V44 -0.185088955  0.4208127631  0.115907326 -0.093431986 -0.038222854
# V45  0.099337272 -0.0559883101 -0.036673657 -0.149660318  0.047530522
# V46  0.222757136  0.0293592183  0.066781194 -0.157922835  0.008341855
# V47  0.018464726 -0.0316216633  0.191861985  0.078728270  0.297778204
# V48  0.006193779 -0.0260941296 -0.241236283  0.138245592 -0.151963228
# V49  0.005423993  0.0969644886 -0.143639135  0.067394567 -0.186799534
# V50  0.079266424 -0.0785834006 -0.162905641 -0.098027758 -0.048844376
# V51  0.173452344 -0.1679995736  0.054291669  0.069008178 -0.082532746
# V52 -0.022987301  0.0105189896 -0.032394143  0.098572958  0.245355997
# V53  0.185853260 -0.1436394349 -0.046648692 -0.140296846 -0.034733726
# V54  0.028535207 -0.0514034950  0.104413629 -0.005866838  0.093217782
# V55 -0.020359364  0.1055197745 -0.040971121 -0.069812903 -0.012044356
# V56 -0.060463624  0.0365591536  0.107468688  0.157446580 -0.179776259
# V57 -0.082757595 -0.0914813273  0.100863463 -0.277886328 -0.143565394
# V58 -0.197473407 -0.3505770743  0.299261124  0.058171301 -0.169270396
# V59  0.084571968  0.2115224116  0.179060716 -0.017508895  0.036176185
# V60  0.114098234  0.1146346168  0.101928762 -0.096393553 -0.048825643
# V61  0.060900296  0.0780254326 -0.121227438 -0.075451897 -0.071433992
# V62  0.122221352 -0.0342793039  0.035838064 -0.090524164  0.240757628
# V63  0.113547116  0.0944834282  0.022581812  0.040412334 -0.179631458
# V64  0.007240658  0.0976326138  0.056625929 -0.249261154  0.088602104
# V65  0.367951609 -0.0895635333 -0.061264352  0.128080636  0.002432934
# V66 -0.156233767  0.0162348420  0.222500837  0.125642510 -0.034995521
# V67  0.138100508 -0.1595123252 -0.105400596  0.033817025 -0.053541100
# V68  0.117156004 -0.0279119522 -0.034990175 -0.202952743  0.044770238
# V69  0.098607709  0.0997326611 -0.038500344  0.100059765 -0.013615540
# V70  0.103950122  0.2202279133  0.051449803  0.178307845  0.004470065
#              PC16         PC17         PC18         PC19         PC20
# V1   0.0790207470 -0.012326050 -0.180103142  0.049327424 -0.094833193
# V2  -0.0053431463 -0.010294216 -0.126352577 -0.098970501  0.136499384
# V3   0.0715596951  0.020932094 -0.091577776 -0.022950867  0.029338844
# V4   0.0149059014 -0.046529363  0.003872175  0.043095366 -0.091412900
# V5  -0.0337322194  0.040843694 -0.065865192  0.054772008  0.023222510
# V6  -0.0593429346 -0.052325528  0.084682506 -0.099405983 -0.110780215
# V7   0.1497248680  0.031264271 -0.033149985  0.031811236  0.051506775
# V8   0.0236268113  0.041631864  0.059616912  0.009500850 -0.059780434
# V9   0.2122383697  0.004382075  0.179851530 -0.234759448  0.104702131
# V10  0.0248652759  0.090299772 -0.080420191 -0.078888460 -0.228885086
# V11 -0.1352679541 -0.033219645 -0.088718778 -0.121328959  0.028030535
# V12  0.0243150348 -0.082673767  0.016091197  0.136078022 -0.008749973
# V13  0.0158296411 -0.057653499 -0.069572311  0.172195112 -0.097790714
# V14 -0.0562790204 -0.166417723  0.079946679  0.036571329  0.010262650
# V15  0.0780062117 -0.064373942 -0.106115151  0.172286226  0.067584229
# V16 -0.1494118266  0.065089382  0.024522627 -0.065337600  0.038346612
# V17 -0.0293423345 -0.000405055 -0.057392614 -0.107865591 -0.001790763
# V18 -0.0714612712  0.034121797  0.059844726  0.050831218  0.148071279
# V19 -0.0110900203  0.121052344  0.007063662  0.015784993 -0.035347430
# V20 -0.1731278395  0.045613873  0.167994957  0.020804292  0.070571023
# V21  0.0490905872  0.013522988  0.018793443  0.027936479  0.201170542
# V22  0.0301002104 -0.276439411 -0.094417337 -0.029518616 -0.124518912
# V23  0.0878751207  0.030441538 -0.124341093 -0.195560974 -0.209012223
# V24  0.0751081084 -0.284129016 -0.136254083  0.024317978  0.256341493
# V25  0.2227440160  0.000464514 -0.139027373 -0.018241192  0.089771201
# V26  0.1852591519  0.135496211 -0.013235432 -0.084363971  0.234251167
# V27  0.1544335681  0.019179282  0.155852409 -0.134585881  0.065973336
# V28 -0.0053772283  0.065898540 -0.050440256 -0.075970170 -0.121779792
# V29 -0.0083808595 -0.060714083 -0.147043871  0.155125820 -0.130198171
# V30  0.0018078266  0.304562997 -0.033082598 -0.089623335  0.165227572
# V31  0.1167767538  0.145242426  0.026851629  0.213168327  0.007560347
# V32  0.0849418103 -0.132067579 -0.058167664 -0.002016087 -0.075625090
# V33 -0.2049342064  0.118487120 -0.177668599  0.139806877 -0.127208760
# V34 -0.0517840083 -0.021336065  0.258428374 -0.156107236 -0.085355565
# V35  0.1044759070 -0.047630795 -0.077979599 -0.072956431  0.109809145
# V36  0.1006844015 -0.046205386 -0.012334208 -0.075271361 -0.002984752
# V37 -0.0415107346 -0.046603925 -0.050103107 -0.009579173  0.067856324
# V38  0.0592201563  0.047308245  0.015363600 -0.271068519  0.206841371
# V39  0.0891169597 -0.052815427 -0.050400642  0.042339881  0.089900689
# V40  0.1250075530  0.198431359  0.181205831 -0.023180216 -0.104544136
# V41 -0.0413883884 -0.038819269  0.088614405  0.176544670 -0.009169563
# V42  0.0003394546 -0.254162012  0.095937970 -0.087889329 -0.078113011
# V43 -0.3317440659  0.058982426 -0.044393085 -0.173232519  0.019084642
# V44 -0.3113943600  0.045822242 -0.134357266  0.196313918  0.057234304
# V45 -0.2909662408  0.120569705  0.301450411  0.125286581  0.159703282
# V46 -0.0530047639 -0.005486864 -0.296557913 -0.045236862  0.024386911
# V47  0.0255005281 -0.125087684  0.048072794 -0.043262720  0.160257807
# V48 -0.0300040638 -0.026229870  0.059087084 -0.145175812 -0.179218055
# V49 -0.0769745263 -0.156175910  0.131598556  0.220526560  0.104333947
# V50 -0.1577371114 -0.128834831  0.141853579  0.164811769  0.253342378
# V51  0.0642416673 -0.010751050 -0.042602271 -0.051327154  0.060315070
# V52  0.1498267157  0.105774535  0.196098855  0.024160809  0.045653000
# V53  0.0526663984  0.249978138 -0.080182190  0.100815511  0.047077134
# V54 -0.0051417491  0.152313932 -0.014140893  0.043249175  0.053297148
# V55  0.0327929373  0.126166317 -0.123491406 -0.008130563  0.146924131
# V56 -0.2157542372  0.105853848 -0.178133820 -0.192850527  0.334240614
# V57  0.1089634327 -0.171882335  0.044194267 -0.046915205  0.076589433
# V58  0.0724830321 -0.007652791  0.189142998 -0.040906244  0.009139058
# V59  0.1614863335  0.288831129  0.076773349  0.073511707 -0.024681602
# V60  0.1610043883  0.113287230 -0.061241279  0.132858396 -0.056811576
# V61  0.0888597347 -0.125205398  0.174761934 -0.002127061 -0.034041091
# V62  0.0539768268 -0.136667345  0.145877224  0.185686050 -0.031289153
# V63 -0.1360765798  0.014883787  0.050865470 -0.052826667 -0.038590624
# V64 -0.1724436910  0.129332582  0.024864953 -0.161654492 -0.068351177
# V65  0.0436082094  0.141135444 -0.050394804 -0.130813320 -0.169235494
# V66 -0.2063986768 -0.137690383 -0.012942949 -0.231886346 -0.194855160
# V67 -0.0335328517 -0.109614061 -0.211154611 -0.106761560  0.080742686
# V68 -0.0225253835  0.102086889  0.092745133 -0.005743312 -0.077129592
# V69  0.0918249870 -0.051064008 -0.206068913  0.063656202  0.089590964
# V70  0.0061979648 -0.161414868  0.094384699 -0.252354906  0.136109778
#             PC21          PC22         PC23          PC24         PC25
# V1   0.056561193  5.896842e-02 -0.096910789 -0.0973842027 -0.071801716
# V2  -0.022747494 -1.087580e-01  0.034857291  0.1671666121  0.105935621
# V3   0.086146808  4.063294e-02 -0.206230700 -0.1614559748 -0.086664482
# V4  -0.015989953  6.953461e-03  0.007979562  0.0056862367 -0.048927655
# V5  -0.232187566  4.164877e-02  0.089145357 -0.0463777141  0.078706344
# V6  -0.006739101  2.575238e-02  0.196390475 -0.0038124198  0.032835402
# V7   0.037913699 -1.359949e-01 -0.028074872  0.0645336063  0.013802938
# V8  -0.024571207  9.010684e-02  0.021777994  0.1341488348 -0.003197839
# V9   0.024712225  6.172442e-02  0.025119351  0.0256884535  0.110090523
# V10 -0.047173614  6.385980e-02  0.015534444 -0.0816565742  0.040179756
# V11 -0.151688153  9.991545e-02  0.070262958 -0.0176640918  0.085796117
# V12 -0.028208083 -5.308628e-02  0.007332736  0.1125750052  0.076081251
# V13  0.060681088 -2.006458e-02 -0.106192016  0.0245560995 -0.005480884
# V14  0.026286709  1.583269e-02 -0.273096336 -0.0527461907  0.014992545
# V15  0.062710404 -2.922667e-02  0.064753868 -0.1643477841  0.094489791
# V16  0.056219142 -6.022506e-02 -0.120349956  0.1086895096  0.026089763
# V17 -0.001393074 -1.909995e-01  0.003443025  0.1546347468 -0.268281638
# V18  0.071016990 -2.916852e-03  0.203724864  0.0432356837 -0.120894429
# V19 -0.006081171  7.154351e-02  0.195837261 -0.0718951794 -0.024304041
# V20 -0.020952291 -1.683725e-01  0.056392319 -0.0055293059  0.092899236
# V21 -0.053359477  3.524565e-02 -0.018049071  0.1002080400  0.119158594
# V22 -0.088581552 -5.750772e-02  0.109524799 -0.0897019899  0.026620996
# V23  0.090695612 -7.585807e-02  0.010532252  0.1444184003 -0.055801178
# V24 -0.067070112  1.025972e-02  0.130830469  0.1036044020  0.237554738
# V25 -0.313274034  1.058643e-01 -0.008553582 -0.1413371510 -0.156407376
# V26 -0.027287845  7.441884e-03 -0.016173753 -0.1956952297  0.122808701
# V27 -0.111663525 -1.308420e-01  0.032401343 -0.1831224802 -0.161452338
# V28 -0.175812376 -8.183683e-02  0.042185231 -0.0003554802 -0.137134810
# V29 -0.200851424  2.775430e-02 -0.048041974 -0.0592654008 -0.136645830
# V30 -0.122802603 -5.989171e-02 -0.142089002 -0.1120668322  0.220161307
# V31  0.142778967 -1.739699e-02 -0.080196959  0.1498087031 -0.058385779
# V32 -0.169160158 -8.287712e-02  0.068089661 -0.1423147509  0.093627652
# V33  0.059162542  2.426533e-02 -0.011980277 -0.1854541211  0.152506579
# V34 -0.179689340 -8.038999e-02  0.144245942  0.2122804941 -0.138824655
# V35  0.149971039 -2.581356e-02  0.026810103 -0.0510612591 -0.035404014
# V36 -0.260585544  1.109189e-01 -0.083282368  0.3091269405 -0.130779441
# V37  0.254219583  7.216906e-05 -0.031225665 -0.1010390373 -0.076766421
# V38  0.029039503  5.635440e-02 -0.067617549  0.0286548245  0.056693429
# V39  0.097136936  2.386409e-02  0.200318802 -0.0660522042 -0.047117586
# V40 -0.047151500 -8.269803e-03  0.293107164  0.0903393933  0.169205071
# V41 -0.201678595 -5.672674e-02 -0.139128295  0.1533334009 -0.006379712
# V42  0.083634807  2.319589e-01  0.117392998  0.1814452861  0.126951017
# V43 -0.031520608 -1.229455e-01  0.217815046 -0.0271858354 -0.079858823
# V44 -0.003830480  2.729956e-01  0.007360746  0.0133742631  0.059651852
# V45  0.026445839 -5.007447e-02  0.044963100 -0.1348061865 -0.007113122
# V46 -0.145807030  5.353749e-02  0.102736753  0.0718434863  0.034271039
# V47 -0.046170832  8.987996e-02 -0.033369664 -0.2727896352 -0.301471431
# V48  0.118999542  1.411068e-01  0.142429422 -0.2630184405 -0.126634547
# V49 -0.213733016 -9.810738e-02  0.108294445 -0.0967594420 -0.008550031
# V50  0.151616829  1.270815e-01  0.021600435  0.0279614964 -0.222444486
# V51 -0.074969587 -5.972128e-02  0.007565193 -0.1388166316 -0.066888997
# V52 -0.234005567  2.307537e-01 -0.141631089 -0.1114103922  0.122376593
# V53  0.006227394  4.810910e-02 -0.093513741  0.0900516118 -0.142847297
# V54 -0.178626716  1.862530e-01  0.143269933  0.0430022117 -0.041699212
# V55  0.049154238  1.392991e-01  0.094565994  0.0784517090 -0.145479686
# V56 -0.033187012 -1.393132e-01 -0.104088203  0.0892397435  0.062393996
# V57  0.215049731 -2.166886e-01  0.178979471 -0.0111682537  0.020582920
# V58 -0.013315859  3.624970e-01 -0.017032162 -0.0183233763  0.084626128
# V59  0.042070252 -1.883936e-01  0.097490970 -0.0152691460 -0.100527522
# V60  0.212331533  2.237466e-01  0.187575342  0.0828602507 -0.061365634
# V61  0.045688131 -1.257829e-03 -0.043284097 -0.0156837100  0.188439203
# V62 -0.055666336 -7.181929e-02 -0.046537933 -0.0913025561  0.143698112
# V63  0.049324786  1.842331e-01 -0.014248619  0.0839451303  0.208831844
# V64 -0.026176736  1.610077e-01  0.200713410 -0.2239715604 -0.003565294
# V65  0.189742154 -5.894196e-02 -0.114816207 -0.0784877473  0.286461657
# V66 -0.086790142 -6.096392e-02 -0.200376811 -0.0397987965  0.007160119
# V67  0.046528471  2.197674e-01  0.004592017  0.0620776774 -0.009085089
# V68  0.045439822  1.656269e-01 -0.112182613  0.1943449949 -0.134416990
# V69  0.023520163 -2.634717e-02  0.277246409  0.0492754315  0.087188998
# V70  0.119245789  1.623712e-01 -0.137064359 -0.0433990714 -0.122890130
#             PC26         PC27         PC28          PC29         PC30
# V1   0.108719437  0.105980729 -0.121422132 -0.1938436573  0.046457035
# V2  -0.150826560  0.060092454  0.092069541  0.0994077446 -0.010271947
# V3  -0.281873975  0.150103323  0.037284425 -0.0514644511  0.018740848
# V4   0.074758633  0.061204005 -0.118322642 -0.0738574579  0.017658277
# V5  -0.024476282 -0.019655478  0.031542922  0.0329747267 -0.084148021
# V6   0.112231262  0.060834871 -0.047818076  0.1390063264  0.137045035
# V7   0.229740225  0.003810184 -0.018336643 -0.0167050362 -0.029263269
# V8   0.065839591 -0.006098092 -0.100143475 -0.1404247213  0.083468842
# V9  -0.035992274 -0.208444110  0.013926503 -0.1112347126 -0.039334868
# V10 -0.001238641 -0.063845939  0.118717671  0.0052441583 -0.080426139
# V11 -0.070239933  0.102432439 -0.057336265 -0.0607912999 -0.007903024
# V12  0.008493837 -0.179315671  0.177628877 -0.0408782515  0.040090541
# V13  0.141625536 -0.225585449 -0.001140831 -0.1451798479  0.049195511
# V14 -0.091572368  0.025418051 -0.032813553  0.0345336283  0.015731891
# V15  0.040241064  0.024969308  0.085275257  0.0100220144  0.131051104
# V16 -0.025125762 -0.073527082  0.073391841 -0.0918195924 -0.116023295
# V17 -0.229643636  0.041583730  0.030881430  0.1488332115 -0.046669049
# V18  0.012477094  0.018896878 -0.027727127  0.1100136442  0.121946767
# V19 -0.055693807 -0.027363208 -0.069860965  0.0822458010 -0.052013887
# V20 -0.014204390  0.170520299  0.024189239  0.1868008846 -0.213138786
# V21  0.026050029  0.012023941 -0.056747251  0.1490035273 -0.249896995
# V22 -0.036003526 -0.165142477  0.045278853  0.0510295221  0.012626395
# V23  0.077798079 -0.157521943  0.056428557  0.0969533383 -0.008065195
# V24  0.172057819  0.030446790  0.003842721 -0.1655139297  0.094884501
# V25  0.190080546 -0.007148043  0.208589846 -0.1927966224 -0.058335489
# V26 -0.085254062 -0.070392221 -0.097150432 -0.0336478690 -0.123759441
# V27 -0.046161823 -0.082628768  0.098261663  0.1221129670 -0.234240318
# V28  0.077858362  0.013143673  0.024387746 -0.1842525923 -0.047005697
# V29 -0.063422079 -0.075598222  0.134515610 -0.0543972075 -0.074273390
# V30  0.129390292 -0.065107069  0.171862099 -0.0038982007  0.058983715
# V31 -0.048380669 -0.163297033 -0.022434271  0.0773903546 -0.169876741
# V32  0.051789400 -0.016046197 -0.177354730  0.0777511326 -0.064844455
# V33  0.029790071 -0.009075816 -0.127802068  0.0703449709 -0.162239726
# V34  0.276155026 -0.005929939  0.120021670 -0.0566454092 -0.026957101
# V35  0.088985225  0.001939620 -0.132064818  0.1877201850 -0.061239706
# V36 -0.006072399 -0.076387024 -0.191430179  0.1317479057  0.052815660
# V37  0.256801844  0.034321554 -0.024865803 -0.0125302097  0.013893090
# V38 -0.021385331  0.123845751  0.043101189  0.0028055131 -0.020583020
# V39 -0.007700265 -0.056926780  0.296582133  0.1252754128 -0.134169169
# V40 -0.033437030 -0.163175517 -0.220436066  0.0069547850  0.052384812
# V41  0.117197279  0.020567628 -0.085444832  0.0718761890  0.051633764
# V42 -0.229834659 -0.251624840  0.002777478 -0.1537643075  0.003089831
# V43 -0.093813268  0.228470484 -0.108391892 -0.1636564735 -0.117719852
# V44  0.063075704  0.045504832  0.023207839 -0.0048404691 -0.057088878
# V45  0.307083697 -0.257215219  0.170456127 -0.0222723632  0.145631236
# V46 -0.031673823  0.036430960 -0.014190364  0.1787463323  0.177589558
# V47  0.065291298 -0.163569148 -0.123077352 -0.0585961563 -0.123189073
# V48  0.009495313  0.060485456  0.061858388 -0.0361715765  0.218149078
# V49 -0.099040383 -0.055948143 -0.211115787  0.0114566239 -0.150695568
# V50 -0.116465767 -0.137585296  0.013038766  0.0008867211 -0.062705775
# V51 -0.004956841 -0.142290077  0.004332631  0.1220418486 -0.089969839
# V52  0.003640641  0.087818064 -0.268910647  0.0501422660  0.130610052
# V53  0.105715431  0.047511369 -0.156688978  0.2342353116  0.181878935
# V54 -0.119253228  0.147958420  0.262420404 -0.1347377081 -0.149335301
# V55  0.226061997  0.058001090 -0.011460873  0.1742203944 -0.066786732
# V56 -0.132321617 -0.206273760 -0.019576420 -0.2478979841  0.245353440
# V57  0.103921945  0.179211730 -0.105348856 -0.0540911537 -0.050509630
# V58  0.028435257  0.152904756  0.135506649  0.1246227248  0.022433608
# V59 -0.124315689  0.068378483  0.119795067 -0.0740467218  0.260971160
# V60 -0.093866817 -0.045742254 -0.021572201 -0.0571363766 -0.060179260
# V61  0.032952679  0.303801948  0.279986843  0.0974025780  0.109523442
# V62 -0.161524113  0.074232595  0.132411469  0.0231439633  0.084752566
# V63  0.055357786 -0.002426738 -0.014418105  0.0227032591 -0.203445010
# V64 -0.068512279 -0.164585307 -0.081124343  0.0366050568  0.123255742
# V65  0.075199710 -0.153680882 -0.042700199 -0.0440198752 -0.246370989
# V66  0.180400927 -0.016212351  0.054356035  0.1681605020 -0.065439250
# V67  0.044367299 -0.170118920  0.200262588  0.3117386782  0.061441931
# V68  0.083323542  0.149538789  0.062358772 -0.2538723493 -0.261717251
# V69  0.173300640  0.121928852 -0.062304699 -0.1644762685 -0.121594753
# V70  0.069443685  0.086661667 -0.155263834 -0.0772088837  0.031874075
#             PC31         PC32          PC33          PC34          PC35
# V1   0.064589847 -0.232293748 -0.0189830711 -0.0446909714 -0.0371819410
# V2  -0.030763895 -0.027188684  0.0118542662 -0.0532011739  0.0626753446
# V3   0.112101799  0.124847413  0.0645650721  0.1490482332 -0.0489339751
# V4   0.067778316  0.030934674  0.0230125138 -0.1102556962  0.0723565237
# V5  -0.088053429  0.165603521  0.0491076224  0.1720113256 -0.2193031897
# V6   0.128192925  0.120455487 -0.1877306865  0.0782716950 -0.2028666716
# V7   0.048701035  0.103400144 -0.1256841993 -0.0699725589 -0.0163417598
# V8  -0.060807555  0.143539140  0.0731504447 -0.2601882382 -0.0189142511
# V9   0.054175318 -0.063522313 -0.0399542857  0.0781041641 -0.1028346390
# V10 -0.151724174 -0.073922725  0.1379151179  0.1289826024 -0.1684300876
# V11 -0.072516569  0.048633047 -0.0418098311 -0.0219124770 -0.0009182125
# V12  0.222947139  0.106241571  0.1554841324 -0.2521625799 -0.0283293580
# V13 -0.159179387  0.032716662  0.2148360556 -0.0686041664  0.1189723473
# V14 -0.016695940 -0.071972975  0.0087891847  0.2597955918 -0.0497973245
# V15 -0.062235937  0.003348713 -0.1441241302 -0.1104476426  0.1724392030
# V16 -0.045772671 -0.258236940 -0.2256780000  0.0896294605  0.0918714655
# V17  0.093738099 -0.098048534  0.0057289217  0.1321390905  0.1156067433
# V18  0.051942615 -0.060937104  0.0110014485  0.0282095644 -0.0220700281
# V19  0.131991382  0.127777854  0.0679182805  0.0109916026  0.0297835849
# V20  0.025242829 -0.030999085  0.0255355452 -0.1219717248  0.0358351288
# V21 -0.073899239 -0.012752524  0.0346768400  0.0254099151 -0.0559764353
# V22  0.104895420  0.086863325 -0.0887731443  0.0394499780 -0.1174643486
# V23 -0.058983230  0.134697638  0.1126248728  0.0451267320 -0.1394240441
# V24 -0.206167530 -0.070300491  0.0647978673 -0.0327760559  0.0298612402
# V25  0.041804242 -0.089776289 -0.1864904122  0.0020838674 -0.2142850942
# V26 -0.084214596 -0.036029196  0.0291200781 -0.0764013229 -0.1029990671
# V27  0.064654758 -0.080622781 -0.0308805838 -0.1852552630 -0.0698515839
# V28  0.153191875  0.044124229 -0.0986335661 -0.0599562992  0.0446937893
# V29  0.147680598 -0.049010748  0.1892120705 -0.0269551480 -0.0097924618
# V30  0.032009230 -0.065766551 -0.0592785601  0.1579750018  0.1185156150
# V31 -0.090645127  0.084576273 -0.2671879988 -0.2066268828 -0.2573108646
# V32 -0.073353140  0.222656672 -0.1948864670  0.0007307216  0.2957067607
# V33  0.082046821  0.043151774  0.0409180389 -0.1825410120  0.0292290194
# V34 -0.184981249 -0.040851289 -0.0495636361 -0.0513515368  0.0836676140
# V35 -0.049035203 -0.017204647 -0.0708295393  0.0240545986 -0.1653674488
# V36  0.124696434  0.037712258 -0.0360470641  0.1868184681  0.1239161713
# V37  0.152057663 -0.083544248 -0.0008182621 -0.0033343647 -0.1143520008
# V38  0.112502616  0.300182859  0.1855405015 -0.2936575670  0.1562575171
# V39 -0.089005240  0.095384311 -0.0707493575  0.0684797333  0.0506591645
# V40  0.167774799 -0.279847541  0.0106430642  0.1332591918  0.1475083658
# V41  0.159703479  0.018263955 -0.0532579427 -0.1205694775 -0.0861802025
# V42  0.122835546  0.077691716 -0.0419886028 -0.0865853023 -0.2048405291
# V43 -0.048167811  0.023974616  0.0853747203 -0.0432605171 -0.2000603492
# V44  0.006414613 -0.035402065 -0.1572075692  0.0604091640 -0.0859024290
# V45  0.038826408  0.094302618  0.0654324156  0.1948168249 -0.0062689834
# V46 -0.128824954  0.032360959 -0.4194432422 -0.0564290131  0.0183070302
# V47 -0.107735213  0.163447321  0.0782401003  0.0777052534  0.1138640506
# V48 -0.023323930  0.017892384 -0.1646085422 -0.0743759966 -0.0105239680
# V49 -0.202576658 -0.116006931  0.0809294662  0.0116534765 -0.1736385237
# V50  0.150099065 -0.031913615 -0.2557438575 -0.1726786206  0.1378466249
# V51 -0.061035610  0.058125132 -0.0123972948 -0.0274851560  0.1162595879
# V52  0.010356414 -0.185566705  0.0190622592 -0.2198018404 -0.0921788828
# V53 -0.047539057  0.171695932  0.0477507849 -0.0010188948 -0.0247411807
# V54  0.132811433 -0.106665561 -0.0128169916 -0.1354001278  0.1455224148
# V55  0.260908579 -0.091998230  0.1171763587  0.0388882958 -0.1539919928
# V56  0.018903571  0.061680150 -0.0714547738 -0.0103748456 -0.1103176604
# V57 -0.066045839 -0.003912533 -0.0201063196 -0.0347361942 -0.0391781921
# V58 -0.053036077  0.240102356 -0.0341828467  0.1651900623  0.1023116045
# V59 -0.252135598  0.022695031  0.0345664671 -0.1095174231 -0.0077779145
# V60 -0.228267550 -0.230938359 -0.0152629404  0.0487200508  0.1325392159
# V61  0.073820710 -0.106828586  0.0084921362 -0.0496822371 -0.2337314915
# V62  0.124837338  0.011597962 -0.0522620013  0.0540109544  0.1621568049
# V63 -0.157116440  0.124037355  0.1033565296  0.0289365180  0.0212849978
# V64  0.005316348 -0.039244547  0.0468614527 -0.1443760930  0.0428227553
# V65  0.192674429  0.035500969 -0.2230492503 -0.0134293047  0.0658198709
# V66 -0.102917785 -0.238219219 -0.0168063282 -0.1776153024  0.1084843437
# V67 -0.082219056 -0.219218248  0.2182693633 -0.1784141185  0.0541760410
# V68 -0.152660135  0.140772017 -0.1220968030  0.0199681465  0.0258206999
# V69  0.251625629  0.004094701  0.1417743294  0.1707998320  0.1558041248
# V70  0.025723084 -0.102641404  0.0015708224  0.0112426133  0.0993735032
#             PC36         PC37         PC38        PC39         PC40
# V1   0.160976890  0.104402827  0.010419498 -0.04526501 -0.060019719
# V2   0.206218025  0.002255860  0.033853960  0.05606911 -0.153985549
# V3   0.092159426 -0.147888045  0.187079772 -0.05694116 -0.096631072
# V4  -0.035202484 -0.243574853 -0.133898394 -0.07534153  0.015383320
# V5  -0.066611737 -0.035616593  0.012477436 -0.03819436  0.069828712
# V6  -0.016110701 -0.045190695 -0.167506013  0.07362990  0.055105644
# V7  -0.004017598  0.014804571  0.192067800 -0.03858567 -0.079420392
# V8   0.081813490 -0.062926220  0.040919597 -0.20045090 -0.021913415
# V9  -0.096847304  0.009728015 -0.114919081  0.22313728  0.060758233
# V10  0.010435104  0.029356129 -0.094353353  0.02377600  0.075962199
# V11 -0.073804198  0.020795649 -0.108024929  0.05980381 -0.089124832
# V12 -0.146331284  0.056706142  0.074966403 -0.07157794 -0.081430454
# V13 -0.205289154  0.214132692  0.206934388  0.07538388  0.054228983
# V14 -0.073405900 -0.033405893 -0.122957321  0.06707779  0.271825206
# V15  0.065115714 -0.144767406  0.056674009 -0.04268035 -0.050425965
# V16 -0.095755633  0.022549182  0.061894821  0.14345034 -0.029512392
# V17  0.168373494  0.144731350 -0.111690871 -0.12583477 -0.134394804
# V18  0.049766773  0.105754663 -0.239024916  0.09567552  0.027544899
# V19 -0.083667173  0.104308788  0.035748749 -0.02311792  0.170491361
# V20 -0.154455013  0.039351878  0.098951877 -0.14844823 -0.037728328
# V21  0.136991671 -0.001584500 -0.178693114 -0.19425072  0.174661671
# V22  0.059200803  0.023073520 -0.137395884 -0.01802392 -0.142981880
# V23 -0.135928169 -0.084563627 -0.009088651  0.03633578  0.043042627
# V24  0.114446167  0.016661544 -0.179574403  0.07244079 -0.125577160
# V25  0.002207357  0.028116935 -0.013659516 -0.10450672 -0.119370293
# V26 -0.066443192 -0.211021425  0.061877561  0.04519615 -0.100815281
# V27  0.273840680  0.233520367  0.113904447 -0.04630791  0.111719534
# V28 -0.066249891  0.116844872 -0.138838212  0.04088914 -0.150102569
# V29  0.175321737 -0.088492725  0.016572926  0.19641998  0.038574889
# V30  0.007277618  0.049846176  0.139645799 -0.20129487 -0.111124277
# V31 -0.013299825 -0.042101670 -0.136597445  0.22127567 -0.060107737
# V32 -0.138878054 -0.002632063 -0.079478369 -0.01999550 -0.049940410
# V33  0.332842982  0.308393980 -0.111090445  0.06103726 -0.039237951
# V34  0.110100774  0.047321782  0.101508016  0.04495506  0.124822798
# V35 -0.026527077 -0.119198658 -0.018222739 -0.12647367 -0.206998787
# V36  0.049587576  0.009203346  0.101586735 -0.09847058 -0.034020862
# V37  0.021129064 -0.201622408 -0.174717568 -0.30259250  0.172566091
# V38  0.024685116  0.071038017 -0.187891474  0.13969625  0.103516333
# V39  0.133544572 -0.225110111  0.094782047  0.07569343  0.104156281
# V40  0.166055713 -0.124901563  0.090897327  0.03139450  0.021682609
# V41 -0.015047419 -0.027673861 -0.021650678 -0.18685223 -0.013684906
# V42  0.088880498  0.021611224  0.234383518 -0.04504048 -0.073248398
# V43 -0.124628055  0.003349905  0.198962627  0.01215416 -0.044612386
# V44 -0.003888311  0.047755031  0.195591972  0.14015912  0.106548790
# V45  0.200448258 -0.041714726 -0.030131757  0.06097388 -0.139359360
# V46  0.040102219  0.113957140  0.147741965  0.05054132  0.136501130
# V47  0.002347118  0.184428305  0.023646460  0.11015054  0.087915111
# V48  0.093181879  0.029419079  0.002473880 -0.03998977  0.043057142
# V49 -0.145188761  0.004399919  0.051224621 -0.15414615 -0.082884887
# V50 -0.096419798 -0.044997767  0.033894265 -0.01517409 -0.003004041
# V51 -0.100972202 -0.041874215 -0.006616042  0.10308002  0.005498832
# V52  0.063820122  0.037109607 -0.004958145  0.11735493  0.203562768
# V53  0.056653836 -0.147613576  0.143458666  0.27464196 -0.025246691
# V54 -0.132262228 -0.267974444 -0.041110007  0.11013193  0.068310605
# V55 -0.291197106  0.189420701 -0.081098271  0.12333353 -0.237009273
# V56 -0.033810681  0.127813851 -0.148253728 -0.07618227  0.209538992
# V57  0.021261906  0.062977230  0.175139904  0.08454817  0.187355840
# V58 -0.145688319  0.228000527  0.077672239 -0.20020290 -0.037371329
# V59 -0.082960860  0.050126907 -0.040101220 -0.06188192 -0.073171908
# V60 -0.127700566  0.247940327 -0.178038896 -0.08596517 -0.083151863
# V61 -0.026568881  0.185015188  0.080082998  0.11165403 -0.025674910
# V62 -0.103403687  0.048980343 -0.227285520  0.07662498 -0.065366122
# V63  0.223597951 -0.063603120 -0.077364486  0.08904243 -0.323136887
# V64 -0.089523965 -0.138976134 -0.053155414 -0.14179121 -0.107003175
# V65 -0.100209894  0.080654996  0.059055947 -0.07695051  0.073195976
# V66 -0.160974590 -0.165167794 -0.066535372  0.15115642 -0.025472179
# V67 -0.008533094 -0.015186425  0.057936287 -0.21936308  0.156392778
# V68  0.116858237 -0.079245629 -0.156701892 -0.16723008  0.091707972
# V69 -0.032101449 -0.034880680  0.075663668  0.06726338  0.174068284
# V70  0.024322425 -0.008314922  0.154240941  0.10554955 -0.273742835
#              PC41          PC42         PC43         PC44          PC45
# V1  -0.1942012195  0.1060918715  0.066726486  0.157557686 -0.1738233334
# V2   0.1516272699  0.2334152600  0.049630778  0.128164260 -0.0718992520
# V3   0.0004781815 -0.2192019782  0.088408313 -0.097584260 -0.1151666699
# V4   0.0239420189 -0.1363508663  0.047405964  0.094286063 -0.0077845040
# V5  -0.0919615902  0.0523430105 -0.005368985 -0.179028161 -0.0284115272
# V6  -0.0274061217 -0.2820685229 -0.120692094  0.236513984  0.0474338148
# V7  -0.1269686661  0.1783263006 -0.002145341  0.042824412 -0.0288511819
# V8  -0.0262297657 -0.0436842971  0.108842347  0.155305850  0.0859012223
# V9   0.2815999611  0.1524556453 -0.126868665 -0.028990308  0.2201742951
# V10  0.1710431878 -0.0922531704 -0.056023643 -0.216683059 -0.1894213998
# V11 -0.2217880776 -0.0150397100 -0.115385667 -0.035475071  0.0894485421
# V12  0.0271310326  0.1416289525 -0.261547801  0.102771739 -0.1074615582
# V13  0.0778868983 -0.1040165208 -0.126692789 -0.244065260 -0.0057121286
# V14  0.0772083346  0.0747585612 -0.009013506  0.402226706 -0.0376441095
# V15 -0.1742364256 -0.0201204152  0.011205209  0.071559744  0.0586998484
# V16 -0.0873530658 -0.1302070037  0.106202850 -0.021987763  0.0872930030
# V17  0.1468124018 -0.2318478756  0.100466709 -0.122011095 -0.1266600863
# V18  0.0130608008  0.0506505346  0.056179515  0.017749288  0.1185604553
# V19 -0.0508954388  0.3021274965  0.168798052 -0.097405827  0.1207072478
# V20  0.0949969974  0.0804155830  0.050154975 -0.128865652  0.0316145273
# V21 -0.2379679492  0.0002147265 -0.244363867 -0.183119376 -0.3805460749
# V22 -0.1463952710 -0.0029729229  0.064733127 -0.063238381  0.0124771585
# V23 -0.0937644216 -0.0057875495  0.074139104  0.124758210  0.0072250644
# V24  0.1849568763 -0.1298364186  0.020100333 -0.015424517  0.0014265711
# V25  0.0687474384  0.1270749571  0.335337998 -0.044432101 -0.1246100119
# V26 -0.1498063609 -0.1363109610 -0.049635897 -0.004854821 -0.0432924190
# V27 -0.1074653716  0.0247057002 -0.132707010  0.089546338  0.2660896567
# V28 -0.1681354925 -0.1307035730 -0.132875518 -0.025523571  0.0815310311
# V29 -0.0888692677 -0.1303530466 -0.152876251  0.067802482  0.1341949017
# V30  0.1569658595 -0.2040997585 -0.078965211  0.215371619  0.0575487848
# V31  0.0471761815 -0.2042779585 -0.085249005  0.006500510 -0.1253729023
# V32  0.2748112997 -0.0583185084 -0.004367507 -0.014089422 -0.1361700208
# V33  0.1876462414 -0.0791437645 -0.097260422 -0.007653605  0.1194677872
# V34 -0.0037484468 -0.1665262706  0.146901522  0.092044522 -0.0375488568
# V35 -0.0172571271  0.0307361321 -0.219396456  0.066158970  0.0686714622
# V36 -0.0345039285 -0.0257191089 -0.074282247 -0.153776977  0.0636284764
# V37  0.0973635962 -0.0440564679  0.026810098 -0.341612031  0.2262865654
# V38 -0.0719903331 -0.0769724439  0.159771555  0.017751484 -0.1657471268
# V39  0.0265253566 -0.0100691593  0.134733294 -0.002166693  0.1605743463
# V40 -0.1009470797 -0.0751294430 -0.045157648  0.007880208 -0.2156048676
# V41  0.1959653245 -0.0115120734  0.011042955  0.039096873 -0.1099227298
# V42  0.0615109314 -0.0970572496  0.140342379 -0.117976379 -0.0211885679
# V43  0.0440433586 -0.0141319776  0.039535886  0.061051566 -0.0843747847
# V44  0.0271606720 -0.0479452475  0.017628131  0.081059368 -0.0604711211
# V45 -0.0521410100  0.0902324787  0.010928986 -0.124507733 -0.1705459284
# V46  0.0380334992  0.0656101163 -0.099385322 -0.157251084  0.0653002382
# V47  0.0113967349 -0.1431943830  0.045817578  0.078002198 -0.1171271957
# V48  0.1178276154  0.0422424797 -0.145167637 -0.063698971 -0.2261347082
# V49  0.0380573752 -0.1631563932  0.065678813  0.082625169  0.1641694288
# V50 -0.1167674865 -0.1108612776  0.001167624 -0.038098787 -0.0741433876
# V51  0.0797301798  0.0694073386 -0.058355065  0.059098722 -0.1447966805
# V52  0.0078670570 -0.0288758309  0.179726391 -0.129112404  0.0705436731
# V53  0.0516223514 -0.0628299970  0.100173304 -0.062155158  0.0455515257
# V54  0.1579907182  0.0417317249 -0.142743390 -0.031168385 -0.0760105655
# V55  0.0611358972 -0.0545731731  0.135599513  0.042602849 -0.0366237866
# V56 -0.1308848285 -0.0404531709 -0.008149619 -0.027482802  0.0187734520
# V57  0.0213298496 -0.0498607227  0.081474593 -0.022748859 -0.1691353407
# V58 -0.1906166959 -0.0986632290 -0.083236063  0.063340300  0.0593705357
# V59 -0.0481072866 -0.1832458797 -0.039299736 -0.138542506  0.1332334588
# V60 -0.1038134864  0.0976464135  0.040191485  0.080164712 -0.0591087028
# V61 -0.0160044985 -0.1706085952 -0.123618919 -0.050159089 -0.0916593024
# V62 -0.0391527873 -0.0543517166  0.236311360 -0.133893529  0.0716656674
# V63 -0.1125077461  0.0083075568  0.161585090 -0.022246843  0.1124158539
# V64  0.1014898499 -0.0329920539 -0.015209248  0.092426073 -0.0472133271
# V65  0.0260230634 -0.1352941840  0.220130799 -0.011785885  0.0005595435
# V66 -0.2458965982  0.0320452082  0.007666907 -0.161073468 -0.0148857761
# V67  0.0523674974 -0.1958966090  0.086104931  0.098186139  0.0189580962
# V68  0.1381156351  0.0191929543 -0.118936235  0.010060204  0.1046211895
# V69 -0.0782177614 -0.1968256223 -0.110768766 -0.041590707  0.1188776062
# V70  0.1162887106  0.0490196706 -0.235644068 -0.143235779  0.1009417399
#             PC46         PC47          PC48         PC49         PC50
# V1  -0.093192871 -0.066458039  0.2049450122  0.065932565  0.021350402
# V2  -0.075534371 -0.049971914 -0.2102166566  0.228281539 -0.146986054
# V3   0.024342407  0.218351884 -0.0736993808 -0.006439512 -0.141490394
# V4  -0.012236562 -0.114424619 -0.0768608059 -0.158000545 -0.094943460
# V5   0.223307898 -0.154411451 -0.3285424211 -0.243265166  0.099930571
# V6  -0.153727070 -0.017187921  0.0560262856  0.094338778  0.056392619
# V7   0.048337777  0.159039029  0.1097990969 -0.109175298  0.173796219
# V8  -0.121167098  0.289395355 -0.0612472011 -0.007860728  0.113899759
# V9  -0.089728421  0.103495603  0.2263157439 -0.013345907 -0.031606291
# V10  0.182988051  0.100541407 -0.0288472620  0.315577536 -0.014639928
# V11  0.057542920  0.186222169  0.1666886632  0.002433627 -0.303168994
# V12  0.095088634  0.074723145  0.0428071716 -0.025373826  0.011618733
# V13 -0.251653394 -0.082226510 -0.1486077701 -0.001258558 -0.166253925
# V14  0.109389301 -0.104676833 -0.2247310366 -0.271249825 -0.226702102
# V15  0.078762620 -0.120187811 -0.0100231009 -0.007102941  0.013518534
# V16 -0.163336203 -0.239045761  0.1043253978 -0.149336433  0.283332875
# V17 -0.039368008  0.051244053  0.1740931296 -0.109892873  0.023893274
# V18  0.071916818 -0.047702082 -0.1889773977  0.304925761  0.133824025
# V19 -0.184906530 -0.010337483  0.0329357968  0.010091337  0.045739716
# V20  0.110583632 -0.157023538  0.0884962773  0.014954328 -0.122094158
# V21 -0.229587475 -0.114377255  0.0978359975  0.011570513 -0.004759966
# V22 -0.159549900  0.045906690 -0.0693481465 -0.054682815  0.191976840
# V23  0.121975823  0.154897274  0.0613083283  0.102596466  0.006668436
# V24  0.047487808  0.037540179 -0.0881084841 -0.065986728  0.024579028
# V25  0.049593913 -0.059478414 -0.0726104963  0.074134390 -0.107907322
# V26  0.080690592  0.124974836  0.1401416204  0.026621698  0.003017437
# V27 -0.002292094 -0.039955593 -0.1290880625 -0.013164869  0.011354283
# V28  0.030059899 -0.295914256  0.0279413848 -0.070052160 -0.210753625
# V29 -0.080174048 -0.058146854 -0.0687891653  0.120926997  0.063181523
# V30 -0.021650434 -0.037877686 -0.0509618596  0.072434948  0.050873723
# V31  0.062194563 -0.101160181 -0.0913332907  0.037393722  0.098470295
# V32 -0.092409018 -0.015079916 -0.0122985755  0.020913856  0.117424690
# V33  0.097083428  0.217353778  0.0289564726 -0.212722579 -0.138039654
# V34  0.014292984  0.061850281  0.0028284602  0.136707480 -0.330217771
# V35 -0.232052756  0.078744631 -0.1580824553  0.041257172 -0.170441033
# V36 -0.063502813  0.118244957 -0.1405990343 -0.006138451  0.059941091
# V37 -0.035164706 -0.096228511  0.0408686336  0.124359481 -0.084181131
# V38  0.135040458 -0.178234647 -0.0816255483  0.013301126  0.114497854
# V39  0.054669614  0.038697666  0.1627118856 -0.248687811 -0.079521471
# V40  0.116123389  0.078272726 -0.0898296451 -0.126378893 -0.015534286
# V41  0.114961612 -0.066438376  0.2109530133 -0.025184881 -0.005853222
# V42  0.054643846 -0.229971442  0.1013673585 -0.081923877 -0.095796672
# V43  0.004697960  0.028336637 -0.0007827586 -0.019489022  0.194514483
# V44 -0.103148373  0.046623632  0.0603336509  0.221388656  0.076800258
# V45  0.027957770  0.109895112 -0.0165534773 -0.114245693  0.050585718
# V46  0.145968668  0.061856013 -0.0364326469 -0.075447106  0.008154859
# V47 -0.053954765  0.061247519  0.0548624581  0.010894675  0.158258328
# V48 -0.094221375 -0.059305893  0.0389498596 -0.200536685 -0.084943859
# V49 -0.015558909  0.036954226  0.0749209489 -0.002462591 -0.027500070
# V50  0.164921719  0.179605158 -0.1743607806  0.156215213 -0.172174998
# V51  0.077569770 -0.045138077  0.2888291447  0.057538548 -0.125081243
# V52 -0.007097049  0.044520533 -0.0222025330 -0.041441998  0.012251327
# V53 -0.033112884 -0.148820228  0.1788955264 -0.009617216 -0.134610865
# V54 -0.364016129  0.110374363 -0.0994102727 -0.086466256 -0.023307085
# V55 -0.045881110  0.126414817 -0.1047872042 -0.301315996 -0.085576705
# V56 -0.086400433  0.091180310  0.0733499257 -0.076315299 -0.122285420
# V57 -0.177945228  0.083380912 -0.1398648825 -0.073662829 -0.049008470
# V58 -0.041427112 -0.029180499  0.0246137301  0.064905362 -0.062832447
# V59 -0.043135756 -0.023170744 -0.1125843198 -0.091080782  0.024895668
# V60  0.152025297  0.007214644  0.0397713857 -0.030763803 -0.035032549
# V61  0.034117060  0.054112237  0.0667925624 -0.018787778  0.077542253
# V62 -0.040945805  0.206423806  0.0990161184  0.077393646  0.059395161
# V63 -0.175732880 -0.123910127 -0.0018386698 -0.021676845 -0.111901169
# V64  0.064100992 -0.120827775 -0.0467327765  0.059376512  0.061177864
# V65 -0.028499022  0.044665897 -0.2122909832  0.079267251 -0.054347073
# V66  0.082909043  0.188003587 -0.0807479143 -0.080662717  0.027746228
# V67 -0.026203330 -0.014231392  0.0602700343 -0.116588008  0.153763028
# V68  0.146065366  0.154183104  0.0207550326 -0.125909386  0.193160286
# V69  0.238127275 -0.044428821  0.0848063417  0.066391614  0.010393538
# V70  0.176585462 -0.090005302 -0.0799767513  0.036220002  0.138847607
#             PC51          PC52         PC53          PC54         PC55
# V1   0.107199073 -0.0747654725 -0.180700085 -0.1122026250  0.185017840
# V2  -0.165652807  0.3565724433 -0.055600019  0.0430363339 -0.122355015
# V3   0.075646280 -0.1861549674  0.258296220 -0.0102548266 -0.070692135
# V4   0.013148186 -0.0081072439  0.077805252  0.1604192421 -0.126609873
# V5   0.024441910  0.0081699549 -0.012033986 -0.0388374152 -0.068255419
# V6   0.294360122 -0.0858462928  0.074924310  0.1078583595 -0.118947493
# V7  -0.109489580  0.0613564516 -0.073319594  0.2256962124 -0.040130316
# V8   0.122268858  0.1503609005  0.002948819 -0.4019377864 -0.060305376
# V9  -0.150068196 -0.0013534062  0.025116299 -0.0953856816 -0.201956566
# V10 -0.095576675  0.0175481625 -0.123901873 -0.1007771631  0.275778212
# V11 -0.080025652  0.1922695611  0.221423716  0.2014006260 -0.048341181
# V12 -0.129445952 -0.1113432309 -0.111581360 -0.0365251780  0.037674834
# V13  0.168966876  0.0051655492  0.077756878  0.2550974449 -0.206436116
# V14 -0.066689927  0.0664447854 -0.133464020 -0.0094917920  0.178280043
# V15 -0.150510981 -0.0681316996 -0.073046732  0.0939892070  0.026085348
# V16 -0.092977782 -0.0709855150 -0.005071408 -0.1118576289  0.016175146
# V17  0.096229182  0.0580019550 -0.277753972  0.1517285299 -0.077928031
# V18 -0.068314415 -0.4057267209  0.132846184  0.0392912714  0.048198155
# V19 -0.048069546  0.0409465874  0.116058576  0.0340976441  0.318043694
# V20  0.449706889  0.0937885489  0.076025751 -0.3397478068 -0.021402979
# V21 -0.188889121 -0.0626349121  0.056784280 -0.0799397263 -0.072398373
# V22  0.031193661  0.3365093385  0.170042908  0.0323932606  0.225451935
# V23  0.118928219 -0.0502778106 -0.183862988 -0.0650485828  0.063380958
# V24  0.156113036  0.0009096138  0.062167177 -0.0837843679  0.176217249
# V25  0.003440774 -0.1452213728  0.053404597  0.0040107950 -0.230534347
# V26  0.119835893 -0.0077370800 -0.042258116  0.1745947692  0.232169240
# V27  0.105200499 -0.0700745827  0.081739646  0.1450671600  0.008373933
# V28 -0.078813243  0.0759192750 -0.007618609 -0.2115852910  0.146037460
# V29 -0.046362364 -0.0531379650 -0.089897025 -0.1999477617 -0.179445804
# V30 -0.071464572  0.0849564893  0.266480338 -0.0519366483  0.118949454
# V31  0.050674008  0.2225357780  0.036961069  0.0853556316  0.009608390
# V32 -0.137942422 -0.1090199893 -0.094659185 -0.0596952080  0.015795806
# V33 -0.120431918 -0.1386393482  0.036513326  0.0037519896  0.086109386
# V34 -0.090672032  0.0191504275 -0.015139689  0.1442536610  0.156782796
# V35 -0.032441784 -0.1685331017 -0.147311061 -0.0902666209 -0.003608281
# V36 -0.068926777 -0.0184245422  0.010234726 -0.0429313780  0.010913916
# V37 -0.104508151  0.1929909014 -0.026211696  0.0635295795  0.025840164
# V38  0.062463798 -0.0500492917 -0.036913955  0.1239343572  0.009371582
# V39 -0.084850295  0.0169140432 -0.039365677 -0.1044958754 -0.052585405
# V40  0.009404907  0.0127955889  0.077857256 -0.0117623259 -0.061437950
# V41 -0.109164566 -0.1064892865  0.124074183  0.0607600837  0.086810412
# V42 -0.067281909 -0.1874707862  0.065165171  0.0100891055  0.160927467
# V43 -0.250345105  0.0357691865 -0.049455235  0.1170620424 -0.064295998
# V44  0.022011980  0.0362304638 -0.033769612  0.0999582732 -0.058694061
# V45  0.141305362 -0.0054267798 -0.145446784  0.0405792703  0.019179318
# V46  0.162191268 -0.0765709058 -0.135728279 -0.0630557088 -0.002614441
# V47 -0.063026983  0.1812628690  0.096975544 -0.1835696040  0.008545712
# V48 -0.002633762  0.1113095182 -0.061635884 -0.0006785267 -0.032137970
# V49 -0.039217160 -0.0552890941 -0.157114942  0.0689651771  0.065369436
# V50 -0.113009785  0.0900893389 -0.075676615 -0.1648472931  0.021530226
# V51  0.096559984 -0.1141401916 -0.051510853 -0.0284816199 -0.120913200
# V52  0.003867145  0.1319153901 -0.259280568  0.0161709668 -0.108262727
# V53 -0.144127165  0.0150260267  0.181537999 -0.1506229238  0.158295901
# V54  0.167766940 -0.0727374208 -0.078268496  0.0745638077  0.291352145
# V55 -0.062750081  0.0166298794 -0.042744981 -0.0077491710 -0.008722177
# V56  0.035838655 -0.0888135444 -0.064496114 -0.1018367150 -0.027971159
# V57 -0.091058380 -0.1687213471  0.122617951 -0.1604514828  0.017636056
# V58 -0.059216726 -0.0399445450 -0.176711807  0.0197866888  0.035046723
# V59 -0.179663022 -0.0447343333 -0.174120936 -0.0431048337  0.070836056
# V60  0.073724058  0.0247884574  0.209122013 -0.0158011792 -0.068436564
# V61 -0.128380020  0.0891825885  0.045039620 -0.1522830197 -0.093976584
# V62 -0.062709072 -0.0335587669 -0.015313130  0.0355763939 -0.028362966
# V63 -0.023878657 -0.1025084981 -0.183506344 -0.0474178323 -0.108712776
# V64 -0.137489181  0.0061802401  0.014912256 -0.0784355908 -0.204314563
# V65 -0.007209334 -0.0153750971 -0.141532771  0.0100751557  0.002487701
# V66 -0.102151709 -0.1399790139  0.154290364 -0.0627604574 -0.015778245
# V67 -0.027254650  0.0241251826  0.025681052  0.0806727888  0.023707776
# V68 -0.027790290 -0.0712447130  0.078048656  0.0308657856 -0.043386305
# V69 -0.011700302  0.1080714046 -0.148233555 -0.0343800779 -0.097984512
# V70  0.088949857  0.0049632154 -0.074693754  0.0565258127  0.151521229
#             PC56         PC57          PC58          PC59          PC60
# V1   0.109782541  0.143031008  0.0754436692 -0.3542866790 -0.0047721062
# V2  -0.001958797  0.244889192 -0.0382759931  0.1663731451  0.2111723720
# V3   0.102454176  0.051864621 -0.0226613921 -0.1525365313  0.0686515440
# V4  -0.144916946 -0.091553267  0.0600203731 -0.1241991090  0.0225890057
# V5   0.172730072  0.224647356  0.1530598623 -0.1662371179  0.0080446018
# V6  -0.111052668  0.020014465 -0.1693945497  0.1754556746  0.1151380993
# V7  -0.054419551 -0.189937947  0.0101937604 -0.1255081462 -0.2468192965
# V8   0.109742368 -0.087142927 -0.0337735668  0.2757237159 -0.1981093859
# V9  -0.117018748 -0.070978492  0.1577376617 -0.2669255149  0.0268616804
# V10 -0.083765469 -0.162538154 -0.0097403218  0.2066674604 -0.1598426870
# V11  0.269029291 -0.039772637  0.1895007767  0.0783152927  0.0742246686
# V12 -0.068926044  0.154776157 -0.2996001079 -0.0012850526  0.1210733653
# V13 -0.103300276  0.078206158 -0.0765722652 -0.0117988553 -0.0670505236
# V14 -0.076448631 -0.148281591 -0.0721102545  0.0635739313 -0.1517271011
# V15  0.148859738 -0.118275309  0.0874878588  0.1795746065 -0.0187450698
# V16  0.046551361  0.234464108  0.1274320863  0.1926619540 -0.0004321219
# V17 -0.039350266 -0.121990762 -0.1100018592 -0.1124777402  0.0089471393
# V18 -0.012508663  0.200504359  0.0233544991 -0.0362020291 -0.1105631352
# V19  0.076742563 -0.236949704 -0.1280675578 -0.1427915732  0.3249542418
# V20 -0.140681679 -0.077287394  0.1876264069 -0.0247277041  0.0162027668
# V21 -0.071402409 -0.099274309 -0.0539963233  0.0631169034 -0.0041626845
# V22 -0.143342464  0.227736021 -0.0003367778 -0.0133163260 -0.1280517320
# V23  0.033514936  0.094045905  0.1512894556 -0.0885272684  0.1280129886
# V24 -0.015987084 -0.114184442  0.0938391267 -0.2117995266  0.0366265968
# V25 -0.144954252 -0.148425881 -0.0292370608  0.1649638801  0.0076856356
# V26 -0.237317316  0.139864511 -0.0014866548  0.0935690152  0.1527938396
# V27  0.029869420 -0.129267770  0.0874256776  0.0776910614 -0.1840273194
# V28  0.022178925 -0.100424513 -0.1426192355 -0.0715112226  0.1070175969
# V29  0.042293284 -0.131727048  0.0386591978  0.0139437463  0.3375922625
# V30 -0.072836479  0.013205633 -0.2272049584 -0.1762236294  0.0138950340
# V31  0.161437272 -0.173157621  0.0245986461 -0.1381906751  0.0306444259
# V32  0.142261308 -0.172497774  0.0808570793  0.0424052491  0.0884070982
# V33 -0.057998233  0.092160709  0.1225127351  0.0424504782 -0.0549768869
# V34  0.095311693  0.091263451  0.0410634980 -0.1212125268  0.0082355022
# V35 -0.098122876 -0.002526501  0.1065789733 -0.0307838002  0.0128871561
# V36  0.049419594  0.027683461  0.1672618483 -0.0202647086 -0.0465442561
# V37  0.190439728  0.117243538 -0.1694733920 -0.0142974678 -0.0811654989
# V38  0.006961074  0.018572846 -0.0521761994 -0.0353166330 -0.0046354293
# V39 -0.052848562  0.082558145 -0.0410498406  0.0093612506  0.0781107930
# V40  0.061455623 -0.019167405 -0.0864356288  0.0215563311 -0.0264247407
# V41 -0.130130033  0.228520361  0.2915954659  0.0963923475  0.1466151316
# V42  0.003729825 -0.071177159 -0.0374638416  0.0965277223 -0.0912558363
# V43 -0.174335343 -0.090601317 -0.0216607661 -0.0164567520 -0.0410149945
# V44 -0.005529062 -0.119612017  0.1366547932 -0.0544303341  0.0067143058
# V45  0.085694187 -0.102719141  0.0394313144  0.0571318926  0.1772361685
# V46 -0.069241634  0.049216843 -0.3201892298 -0.1077497892 -0.0142509678
# V47 -0.085621986  0.173096968 -0.0236339322 -0.0057287553 -0.0545504861
# V48 -0.154947475  0.121770614  0.1180796623  0.0786251699  0.1084603226
# V49  0.164766952  0.059076433 -0.2554018061  0.0005995532  0.0920064390
# V50 -0.163111993  0.012998863  0.0336015869 -0.1642564200 -0.0204297195
# V51  0.358957017  0.201793658 -0.0841837303  0.0802879558 -0.2105493123
# V52 -0.056528622  0.128974482 -0.0876601862 -0.0156656160  0.1256054214
# V53 -0.095862164 -0.054688687 -0.0948897245  0.0810383534 -0.0945346973
# V54  0.086914515  0.092692011  0.0272481868  0.0123011145 -0.2100142329
# V55  0.132994826  0.016164004 -0.0298404872  0.1405399228 -0.0197583935
# V56  0.057714199 -0.075267522  0.0230026083  0.1158390201  0.0026486716
# V57  0.095893951  0.010654518 -0.0527065015  0.0113092046  0.1877211931
# V58 -0.067799732  0.030921479  0.0794440960 -0.0267312772  0.0241043126
# V59 -0.095579008  0.024038699  0.1794775777  0.0118403635  0.0254046547
# V60 -0.054274412  0.002583717 -0.0796751048  0.1019451315  0.1192164991
# V61  0.235495532  0.015160745 -0.0578552806 -0.0948086258 -0.0802962201
# V62 -0.057914809 -0.084000774 -0.0494859521  0.0474443630 -0.0421561436
# V63 -0.105144788  0.034025084 -0.1561840825 -0.1058756438 -0.1394918141
# V64  0.109744439 -0.027695124 -0.0012534113 -0.2225764036 -0.1509022546
# V65  0.085502412  0.063958879  0.0645849614  0.0625723990  0.1277438035
# V66 -0.158679311 -0.038939513 -0.1314642436 -0.0348992623  0.0300017953
# V67  0.045219782 -0.127552224  0.1187075729 -0.0166203549  0.1367834986
# V68  0.043613485  0.106806688 -0.1782374462  0.0078006712  0.1608894365
# V69 -0.176954479  0.035222484  0.0525757579  0.0778773134 -0.1083336836
# V70  0.129326273 -0.114432134 -0.0282442648  0.2047912845  0.1567405610
#              PC61         PC62          PC63         PC64          PC65
# V1   0.0002362779  0.363349595  0.1162294792 -0.080835569 -0.0572652001
# V2  -0.0330999071 -0.055029917  0.1481005545  0.046706010  0.0606988459
# V3   0.1875853807 -0.217649880  0.2356174673 -0.106209527  0.2627974294
# V4  -0.4094540545 -0.091152309  0.2742917026  0.256014869 -0.0703065376
# V5   0.0523119039 -0.037067155 -0.0915346713  0.083026939 -0.2884437089
# V6   0.1144393686  0.168244696  0.0158063495  0.005103351 -0.0481827536
# V7   0.2474248443 -0.244947093 -0.0584090219  0.317211945  0.1692703425
# V8  -0.0261995833 -0.152203006 -0.1677603717 -0.225960437 -0.0916813666
# V9  -0.0062346726 -0.098838868  0.1434508490 -0.156052116 -0.1519864473
# V10 -0.0248337217  0.033264861  0.1574025937 -0.018057930 -0.1221613484
# V11 -0.0395947552  0.205870904 -0.1625153531 -0.055342170  0.0733613937
# V12  0.0549283459  0.143482282  0.1106837838  0.087784434  0.0171438262
# V13  0.0606961713  0.129301651 -0.1538250450 -0.162067643  0.0003272296
# V14  0.1079326050  0.076481855 -0.1362880030 -0.036180154  0.1779682143
# V15 -0.0519816264 -0.038529153  0.0302926338  0.007892609 -0.3359575693
# V16 -0.1389623660 -0.088789652  0.0152052877 -0.121657955  0.2672654113
# V17 -0.1050554044 -0.111877388 -0.2752457543 -0.023758872 -0.2258210511
# V18  0.1504860041 -0.124561988 -0.1980395941  0.099735008  0.0502560613
# V19 -0.2083650207 -0.014961611 -0.2577538925 -0.021871131  0.1219428676
# V20  0.0935329278  0.093930196  0.0531116916  0.240783665  0.0873347766
# V21  0.0476727643 -0.035909240 -0.0067460626 -0.044568136  0.0856683805
# V22  0.0303627509 -0.044969663  0.1030087077 -0.024308969  0.1325373908
# V23 -0.0985820674  0.002322556 -0.0449600583  0.026529674  0.2077427921
# V24  0.0826639563 -0.058286715 -0.0849671338 -0.079665140  0.0977989162
# V25 -0.1521940416  0.136479105 -0.1163966846 -0.029019344  0.1784893779
# V26  0.1087492290 -0.025312153 -0.2018361346  0.061369343 -0.0998713902
# V27  0.0375837029  0.124190861  0.1712221886 -0.106553389  0.0248957182
# V28  0.3225962277 -0.285724032  0.0833055460 -0.171018406 -0.1243713113
# V29  0.0504598861 -0.064338179 -0.1350979138  0.214964825  0.0890099271
# V30 -0.1080056914  0.073764444 -0.1609587034  0.031304211 -0.0512447300
# V31 -0.0675053434  0.117590368  0.0518864575 -0.020000713  0.1030001751
# V32  0.1470959030  0.077833733  0.0193789046  0.030247716  0.1915109691
# V33 -0.1371995105 -0.029919502  0.0012004880  0.032471318  0.0931387615
# V34  0.0630943944 -0.097816640  0.0469905872  0.154697295  0.0181931540
# V35 -0.1798591543 -0.114638443 -0.0515884812 -0.023406854 -0.0195019880
# V36  0.0196738161  0.285977167  0.0745838212  0.069054804 -0.0367819916
# V37  0.0635927576  0.030084788  0.0294390352  0.044588626  0.0755690923
# V38 -0.1376721793  0.026543682  0.0227664446 -0.179389607  0.0176699909
# V39  0.1073825776  0.226566893 -0.0258013606 -0.096014489 -0.1208859157
# V40  0.0147678484  0.091064425 -0.0469425074  0.001754761  0.0821072182
# V41  0.0275861022 -0.008903409 -0.0541687969 -0.162411385 -0.1004839860
# V42 -0.0929704807 -0.058468298 -0.0634052199  0.124923577  0.0079268562
# V43  0.1342357076  0.142185928  0.0942175074 -0.153734835  0.0026572839
# V44  0.0745015561 -0.129255465 -0.0008204787  0.031873301 -0.1197419470
# V45 -0.0885575385 -0.052565005  0.2065635826 -0.159761577  0.0863115650
# V46 -0.1124668812 -0.040804406  0.1462085561 -0.085116923  0.0460753480
# V47 -0.1129691085  0.006128677  0.0384084458  0.288025473 -0.1362074074
# V48  0.0797353453 -0.049766089 -0.1851787847  0.118676200  0.1104666067
# V49 -0.1481427207 -0.061557823  0.1294633869 -0.005571216  0.1014574419
# V50 -0.0022155573  0.098573978 -0.1529733192 -0.119447333  0.0408851676
# V51  0.0064436709 -0.088762692 -0.1056680905 -0.031278766  0.0879243943
# V52  0.1301809494 -0.118681473  0.0220343784  0.007280200  0.0613422108
# V53  0.0016539125  0.082560922  0.0888295452  0.054487417  0.0144936419
# V54 -0.0449439124 -0.033180911  0.0773786680  0.100847908 -0.0142148438
# V55  0.0733134333  0.022978503  0.0476334919  0.011128777 -0.0619735563
# V56  0.0067032313  0.074877452  0.1084604663  0.320599705 -0.0111366458
# V57  0.0108936169  0.069445781  0.0790210562 -0.016932470 -0.1344389862
# V58 -0.1076422056 -0.099508025  0.1375953487 -0.089860044  0.0625384448
# V59 -0.0012460360  0.143727661 -0.0344025976  0.040660572  0.1793710074
# V60  0.0469883899 -0.097892168  0.1752052882  0.122786688 -0.0200591214
# V61 -0.1887917245  0.022212048 -0.1534112785  0.163431090  0.0283984954
# V62  0.1238039674  0.183746506  0.1166429772  0.086173538 -0.0566261677
# V63  0.1305141559  0.166997533 -0.0695563829  0.137828069  0.0358683965
# V64  0.0210470167  0.083120898  0.0261450569 -0.007420874  0.0707708433
# V65  0.0879948896  0.003844327 -0.0084985734  0.066268903 -0.1206142364
# V66 -0.1204076704 -0.052994343 -0.0308440547 -0.017352955 -0.0467505538
# V67  0.2222295289  0.014392274  0.1078698304 -0.009758151  0.0667701451
# V68  0.0572628040  0.106589842 -0.0416944482  0.056115724  0.0514901732
# V69 -0.1498990870 -0.016489383  0.0070809688 -0.063667689  0.2187698520
# V70  0.0166293665  0.094135324  0.0096310890  0.117819863 -0.0048092188
#             PC66         PC67          PC68         PC69          PC70
# V1  -0.058168389 -0.132084713  1.051566e-01  0.099802285 -0.1093060578
# V2  -0.012186755 -0.187147217  9.203279e-02  0.005834704 -0.2180037049
# V3   0.123535123  0.051242739 -3.664511e-02 -0.043452923 -0.0362204939
# V4  -0.270571821 -0.252279246 -1.513553e-01 -0.050107044  0.1290191068
# V5   0.086429297 -0.142754391  2.102165e-01 -0.155416797  0.1212869781
# V6   0.106148410  0.073413297  2.759814e-01 -0.165280166 -0.1793596021
# V7  -0.229246955  0.134157677  2.196146e-01 -0.089693104 -0.1987769881
# V8  -0.013061004 -0.215777162  5.564335e-02  0.072874154  0.0816976600
# V9   0.177536417  0.016964457  7.116145e-02  0.159648999 -0.0491374452
# V10 -0.253942806  0.185279048 -5.618124e-02 -0.213732764 -0.0916238634
# V11 -0.272319677  0.197619529  1.828454e-02  0.213161249  0.2093396175
# V12  0.120798421  0.139124276 -3.434767e-02 -0.031585028  0.4442068876
# V13 -0.063721034 -0.076569606 -1.494399e-01 -0.022977445 -0.2160671618
# V14  0.055111752 -0.059454946 -3.759815e-02  0.117830440 -0.0121884598
# V15  0.394285852  0.294846244 -2.922698e-01  0.081361036 -0.2098001166
# V16 -0.060601398  0.104621936 -6.642449e-03 -0.269393230  0.1211481834
# V17  0.044704606  0.077729319 -3.556501e-02  0.065100987  0.1671054861
# V18 -0.177149025 -0.079000641 -1.668391e-01  0.337247388  0.0132770526
# V19  0.118257917 -0.091149695 -8.084884e-02 -0.235117247 -0.1239379098
# V20  0.061992767  0.123802258 -1.098840e-01  0.143992873 -0.0807436805
# V21  0.047862761 -0.110806933  8.895331e-02  0.094936336 -0.0113028334
# V22  0.054649654  0.078042346 -2.394466e-01  0.086908299  0.0151394990
# V23  0.040027752  0.010780573 -1.519853e-01  0.030981007  0.0199711764
# V24  0.089313006  0.069428366  4.362882e-02 -0.208838226  0.1242662492
# V25  0.139979625 -0.001526836  1.835071e-03  0.059254061  0.0318528030
# V26  0.032275676 -0.270467944 -8.470255e-02 -0.002223195 -0.0012713296
# V27 -0.034083474 -0.075101845 -4.466803e-02 -0.147438580  0.2023371094
# V28 -0.098849173 -0.126197854 -9.391329e-02  0.028037082 -0.1171573824
# V29 -0.083213476  0.081165556  4.377459e-02  0.008608694 -0.0183694035
# V30 -0.112171413  0.071393599  6.213011e-03  0.078435192  0.0478969341
# V31  0.082122542 -0.042013512 -1.069369e-01  0.118579718 -0.0054217861
# V32 -0.069117907 -0.080903522 -5.562203e-02  0.042890900  0.0885991001
# V33  0.153506944 -0.058799865  9.213520e-02 -0.041015533 -0.1162748124
# V34  0.213889652 -0.077037329 -5.138524e-03 -0.116139836  0.0452178159
# V35 -0.058533149  0.021828085 -1.285164e-01 -0.152234819  0.0009760585
# V36  0.116762917  0.075440851  2.186664e-02  0.019356643 -0.1174931068
# V37  0.092382710 -0.008603336  7.479351e-02 -0.005143197  0.1339887802
# V38 -0.041410682  0.190651761  1.703047e-01 -0.026921583 -0.0873789582
# V39 -0.327865190 -0.029170291 -1.080891e-02 -0.043281107 -0.0992067699
# V40  0.036003761 -0.021038768 -1.344091e-01 -0.032613947 -0.0177163231
# V41 -0.112388069 -0.009566445 -7.003150e-02 -0.113747249 -0.1294918428
# V42 -0.073191129 -0.051611244  9.347414e-02  0.191009009 -0.0859597675
# V43  0.127288883 -0.105569642 -1.728031e-01  0.044436609  0.0183817769
# V44  0.060566420 -0.092494906  1.949040e-03 -0.019380457  0.2248761168
# V45 -0.079179775 -0.052937719 -6.770998e-03  0.186751433 -0.0319435938
# V46 -0.095592556 -0.090157396 -4.775216e-02  0.118773467 -0.0082602090
# V47  0.030314874  0.047309630  4.683682e-05  0.119784143 -0.0434765807
# V48  0.071509287  0.053801921  7.919937e-02  0.013097185  0.0905425315
# V49 -0.007502800  0.123955038  2.415416e-01  0.118012667 -0.1642879677
# V50 -0.038725848  0.048398522  7.667623e-02 -0.204754173 -0.0715614041
# V51  0.083555728 -0.181213445 -8.288219e-02 -0.105133073  0.0016423833
# V52 -0.102184810  0.197425242 -2.209724e-01 -0.013294131  0.0555640103
# V53  0.106622152 -0.014530461  8.934649e-02  0.012480040  0.1722180735
# V54  0.006074754  0.063207094  6.914716e-02  0.115406041 -0.0679922178
# V55 -0.032249661  0.026857341 -6.562263e-02 -0.021502086 -0.0738524376
# V56  0.010783664 -0.035241280 -1.703552e-01 -0.150071146 -0.1092172355
# V57 -0.146600449  0.130429580 -6.312414e-02  0.024505171  0.1069871059
# V58 -0.004710117 -0.038457393 -7.691057e-02  0.026343559  0.0308881765
# V59  0.066816631 -0.072040060  1.992011e-01  0.133584642 -0.0025574519
# V60  0.040910904  0.028090550  9.297054e-02 -0.071328636  0.0673918870
# V61  0.001334452 -0.161569267 -1.528241e-01 -0.044427237 -0.1622919474
# V62  0.015207501 -0.336770966  1.557540e-02 -0.138437739  0.0440228145
# V63  0.038724413  0.061837823 -1.391760e-01 -0.067884755  0.0567931654
# V64 -0.040315241  0.028278838 -2.421329e-02 -0.157589110 -0.1153565569
# V65  0.001489587 -0.023388961  1.285074e-01  0.181991869  0.0713858616
# V66  0.129218272 -0.046211410  1.497394e-01  0.127909258 -0.0681768598
# V67  0.013308171 -0.134049361 -2.722272e-02  0.107336468 -0.0414106381
# V68  0.042200142  0.006822223 -2.323605e-01  0.009765373 -0.1649169674
# V69  0.104573866 -0.079200205  1.714751e-03  0.088071398 -0.0259179462
# V70 -0.005374261 -0.183354848  3.600064e-02 -0.037258305  0.0185368403
# 
# $variates
#            PC1           PC2         PC3         PC4          PC5          PC6
# 1  -2.52835048  2.3380642491  1.21727658 -0.91205167  1.245947336 -0.059949936
# 2  -2.49301828 -0.1265608463  0.22231256  3.11922090  2.216979269 -0.502481281
# 3  -5.28547638  1.7882254287 -0.48985405 -1.21066389  1.401713724  1.686136485
# 4   5.96565076  0.7354385847  0.96831137  1.92823465  0.060439075 -1.109739662
# 5  -3.53082791 -0.3055036397  0.22853448 -2.07775008  2.205311297  2.485908895
# 6   0.21447692  1.9097451126 -1.28312661 -0.23095911 -0.495692408  1.047300725
# 7   4.25308520  0.5514352248 -2.08330763  0.40703896 -0.806409774  1.598372616
# 8   1.71829120 -2.7513805140 -2.44480515  0.42774007  2.527273084  0.750054381
# 9  -1.75684382 -1.0127365648  1.83476508  0.86653354  0.092951609  3.781052974
# 10 -2.01535173  1.4519278987 -1.21697920  0.78498029  1.198545499 -1.401004327
# 11  1.83471607 -1.3398924543 -0.17508069  0.89987987 -0.152849319 -2.406330963
# 12 -0.40321984  0.7295435756 -0.24951988 -0.12801951  1.225347418 -0.802514702
# 13 -6.15781600  0.0233843684  0.05547758  2.28792179 -0.676350811 -1.272843638
# 14  1.82707590  1.1056022603  2.21672339  1.31194603  2.474475447  1.769432588
# 15 -0.12881554  1.4826937586  1.56450389 -1.81334213 -0.053745017 -0.411564433
# 16 -1.77333812 -0.4924897951 -0.27810975  1.23132029 -0.711095274 -0.869552698
# 17  1.45024245  1.5635761936  2.37355384 -0.19360913  0.112689309  1.903211422
# 18 -1.62919470  1.5534686403 -0.95764739  1.17052769 -0.227820942 -2.059022374
# 19  7.85676079  2.7024866917 -0.22366889 -1.23085243 -2.336397504  1.756096059
# 20 -0.19237549 -0.3624648662 -2.21047171 -0.48514749  0.224866936  1.780921844
# 21 -6.72583769  1.2221552871  1.92551852  1.46384289  2.170542860  1.470730325
# 22 -1.28455945  1.2781919947  0.07291055  1.08140574  0.288010741 -0.121335469
# 23 -1.34142046  1.4483629373  0.86603232  2.18068755 -1.696700654 -2.183175623
# 24  1.77416342 -1.0849865065  3.21066637 -2.72464397 -1.412303070  0.691149460
# 25 -2.69728262 -0.1254275953  0.82026101  2.55049801 -0.353058502  0.549939226
# 26 -2.41333554  0.1084830511  1.18125088  0.94184746 -0.686152613  0.518409479
# 27  6.46771832 -0.8727527362 -1.48048711  0.52314917  0.578346906  1.172792446
# 28 -3.67796366 -0.4937871781  1.33595609 -1.20682602 -0.177614152  1.974898136
# 29  8.91296202  0.8940608165 -1.02376991  0.26608322  1.727368616 -0.234589504
# 30 -0.66039774 -0.2332427946  0.86752940  2.47062598 -3.269053916  2.726253944
# 31  4.10713575 -0.1084074331 -1.02494716 -0.82362419 -1.359569627  1.015057404
# 32  6.07977620 -1.7666320705 -0.43498693 -3.87188657 -0.398233427 -2.272013211
# 33 -0.72702451  0.1472221390  0.07453565 -0.80802431 -3.150513598  2.690375398
# 34 -2.48423138  2.3606336352  0.38432744 -3.11474844 -1.866387938 -1.998039392
# 35 -6.34513712 -3.3382837232 -1.42788017 -1.75477068  2.865597126 -1.351972446
# 36 -3.30582565 -0.0004567306 -0.44719437 -0.59687737  0.559631908 -1.325833188
# 37  3.10119902  3.2536517640 -1.40494751 -2.05058995  2.532619162 -1.026319605
# 38  1.06197416 -1.4573762024  2.21506877 -1.96130788 -0.151790534 -0.843084401
# 39 -4.56576062  0.9056420105  0.09414524 -0.24239629  1.787591350 -1.220812634
# 40 -4.83021707 -3.1814469836  2.31133291  1.35309350 -0.485673918 -1.147114995
# 41 -1.51808186 -0.4067825878  1.13782136  0.51700009 -0.851839584  1.465346625
# 42 -0.95770417 -0.7904427123 -1.71406230  0.64455359  0.735873329  0.248019067
# 43  3.70457032 -1.5789402318 -1.06236383  0.06036431  0.353800057  3.007356835
# 44  4.16015265 -2.6129180613  2.57293884  3.69479795 -0.710768108  2.316968829
# 45  4.52542704 -1.0079656997 -2.26278590  0.07244812  0.084303451 -0.834574160
# 46 -3.92355005  0.4414718114 -2.85737858 -0.27304519  0.872129721 -0.589135045
# 47  0.43507412  2.0162883345  2.33411230  0.14666701  0.543353010 -0.732081308
# 48 -3.91649801  0.3131694297  0.83767877  0.43618820  0.465062645 -0.687226666
# 49  2.78841503  1.0944907759 -0.12828845 -1.13027365 -1.514995327  0.758552229
# 50  5.44481291 -3.7991346000 -0.30541360 -0.59650552  0.165908594 -2.150767848
# 51 -0.94494722 -1.9274943890  0.29928520  0.17900312 -2.257808386 -2.135701853
# 52  2.56465418 -1.0908058141 -1.63221172  1.65019760  4.980179373  1.607001462
# 53  0.98518353  0.3049912920  1.40794633  3.64333209  0.003234884 -0.086923386
# 54 -0.17856003  0.7565812846 -1.53807118  1.17652618 -1.568016805  0.911035853
# 55 -0.64614444 -1.6330375172 -2.81735260  0.31629992  0.581263395  2.433088224
# 56  3.02525995 -1.9917468311 -0.26432746 -1.69442805  0.295492611 -0.371563756
# 57  1.10194277 -2.0906255325  1.73266407  0.72956632  0.035769161  0.287802650
# 58 -4.08559848 -0.1720079710 -1.36971240 -0.44218968 -0.166900178 -0.666501183
# 59  4.58061446  0.2381720442  4.63357436  0.08471797 -0.302725827 -1.062307241
# 60 -0.50965212  1.5296261141 -1.54924273 -1.51778968 -2.942694811 -0.544076278
# 61  1.64098598  0.6662857826  0.69548597  0.46453361 -0.892171857  0.355733009
# 62  4.26879326 -0.7199822454  0.49269814 -2.85009631  1.440082458 -0.577092126
# 63  5.73276869  0.2404055848 -1.50141742  2.27209303 -1.526102004  1.334817926
# 64  5.58284845  4.6402183114 -1.81053151  0.86077057  1.897585413  0.322770887
# 65  0.51903735  3.2835403461  0.14913470  0.59844751  1.975035022 -0.805773116
# 66 -3.49454516 -0.1721600135  0.65562851  0.88176124  0.790470862  0.265942506
# 67  0.56545558 -0.3175777141 -2.84889288  0.35661736 -0.348253641  1.420066706
# 68 -2.20882536  2.4885922591 -0.47912086 -2.30445715 -0.131530658 -0.540799275
# 69 -4.00988528  0.6966422441  1.10019416 -1.18433920  1.822721949  3.659418539
# 70 -4.87380300  0.9204304218 -2.07020722  2.48772797  0.521342592 -1.639828373
# 71 -5.69409695  0.2676684123 -0.01129149 -1.09620778 -0.840397205 -0.078587739
# 72 -4.83109088 -2.2245584534 -0.59964614 -0.83627304 -3.000604424  0.842066574
# 73 -3.50399563 -3.9371143512 -5.10841050  0.85596894 -0.083472562 -0.841584941
# 74 -0.42785952  0.9070846817 -1.38541453 -3.02042393 -0.571933820  0.036532124
# 75 -1.57236789  0.7209176329 -2.24360927  2.39637803 -3.590401777 -2.190927732
# 76  1.90684667 -0.0166474032 -0.71608194 -1.33281889  0.061025185 -1.040542653
# 77 -1.67799081  1.1570278500  1.69760081 -1.10790020 -0.229119375  0.836814854
# 78 -0.56054574 -2.2376996066  4.02802004 -1.30375496 -1.215490749 -0.358537734
# 79 -2.40034463  2.4502183281  0.90340243 -0.74103723 -0.709599476  0.008537914
# 80  0.08226135 -1.5718374938 -0.23079468 -0.98910305  1.820627915 -1.018044738
# 81 -1.13356800 -3.8070070697 -0.62056522 -0.93519782 -1.906007647  0.609583308
# 82 -0.86855774 -0.9056942976 -0.90147516  0.94008376 -1.454647090 -2.925916399
# 83  1.10724569 -0.7062888507  2.28251096  0.25936791 -0.271672709 -2.564863643
# 84  4.97666089 -2.5280893403  2.44376905 -1.72513116  3.636517474 -2.439577072
# 85  1.71712548  1.0782806222  0.16435273 -0.80438276 -0.189846164  0.730199461
# 86 -1.16432494 -0.9015044609  1.85437398  1.55008810  1.632570110 -0.661311175
# 87  0.27275839  2.5865507698 -2.65449135 -0.97360334 -2.054010399 -0.096727315
# 88  0.46603840 -2.8168064209 -0.23136461 -2.69966496 -1.204725062  1.693762391
# 89  8.11675740  0.7507769918  0.87947744  3.81017170 -0.778412692 -2.304153510
# 90 -2.84075902  1.9152713561  1.42764557 -1.35553511 -0.429036550 -1.955091035
#             PC7        PC8         PC9        PC10         PC11         PC12
# 1   1.805264278  1.1183888 -0.23996773  0.51382491  0.787156130 -0.438723371
# 2   1.771267758  0.5606458  2.20607185  0.86587408  0.849046238 -0.385140414
# 3   0.668817128  1.0324939 -0.01503095  1.51268140 -1.626905775 -0.896466444
# 4  -0.404193327 -2.4146178 -0.16390612  0.66616251  2.768770001 -1.171766839
# 5   1.629152783 -0.4033280  1.67975651  0.81880821 -0.167691733  0.946611794
# 6  -2.323432536 -0.6082446  1.44363124  0.61288602 -0.407784539  1.341406004
# 7  -0.009981365  0.7644837 -0.10205409 -1.41148445  0.312701396 -1.360902754
# 8  -2.719284681  1.0888722 -1.11329419  0.63176271 -2.674249813 -0.069370447
# 9   1.629122500  1.3902975 -1.46377783 -0.34625406  0.023840064  0.077088141
# 10  1.264591650 -1.2495066 -0.19025705  1.47561150  1.275508545 -0.338486054
# 11 -2.495409334 -0.1645446 -1.14024110 -1.11444436 -0.722092588  0.967776215
# 12  0.743896932  0.6148571 -0.98052711  1.52174767 -0.200740597  0.505883865
# 13 -0.579790395  0.7147461  0.48570095 -1.45534974 -1.939231154  1.569903567
# 14  2.330392068 -1.6005530  0.83076576 -2.82459981 -1.699269830  0.864362138
# 15  0.076699176  0.4118458  2.94599815  1.54209630  0.032685786 -2.383629620
# 16 -1.552733953 -2.4540731 -0.99992316 -0.38292411 -1.182650993  0.022099764
# 17 -2.347754160 -0.6527940 -0.97925725  1.82827214  1.115485325 -1.110529012
# 18 -1.749098560 -0.1292113  1.00544304  0.85597062 -3.382978201  1.959246293
# 19  1.653441567  0.4860466  0.15445269 -1.19886453 -1.492167931  1.808922800
# 20  0.650100687 -0.6139602 -0.70263749  0.66024976  1.724452895 -0.369634680
# 21  1.105980435 -3.3027204 -0.73692665 -2.79242229 -1.379750406 -0.116000148
# 22 -2.180852124 -1.3560911 -2.62156380  0.05054293  0.082571399  1.530664241
# 23  1.927402652 -0.1881820 -1.35998625  1.20385992  0.599048952 -1.610959112
# 24 -0.042276267  2.2333528 -1.10940750 -0.28637641 -1.095121268  1.749373494
# 25 -1.287068591  1.4217013 -2.17935745 -0.11236400  0.459217372  0.208012029
# 26 -3.205253400  0.4091099  1.63217109 -0.26248242 -1.190762693  0.472899292
# 27  2.310432461 -1.7897545 -0.21964208 -0.08318164  2.146939434  1.420022801
# 28  0.339740206 -0.3480416  0.74907965 -2.95870084 -0.249773692  1.180757540
# 29  1.364076374  0.9908234  1.36234963  2.85434597 -0.270216679 -1.055985904
# 30 -0.106106833 -0.4551969  1.91928313  4.08664835 -2.711200688  1.991070668
# 31 -0.915783974 -1.7530211 -1.75757641 -0.40573727  1.439623490  3.140333387
# 32 -1.363669580 -2.5221320  0.92998004  0.11272010 -1.010394487 -0.004956228
# 33  1.204067661 -1.4827247  3.16560329 -2.14234254  0.506458087 -2.188856991
# 34 -0.080203806 -1.1772155  0.83573322 -1.37950134  0.833085337  1.202878268
# 35 -0.804723132  1.1360455  2.08001395  1.63451287  1.279021465  0.637444933
# 36  0.515769415 -1.8594378 -1.49530896  2.02636710  3.546949634 -0.173974081
# 37  0.674568426  1.7046402  0.80467587  0.36613212 -0.842218019  0.090097690
# 38  2.242419587  2.1178858 -0.76272707 -0.85742108 -0.648418466  0.370197786
# 39 -2.407360901 -0.1732475  0.80564843 -2.27549337  1.917615177 -1.191347920
# 40 -1.137372148  2.3832333 -1.99342356  1.51130614 -1.163372618 -0.775566195
# 41  0.868415805  2.3040389 -1.43853423 -1.06733377  2.068580463 -1.523598439
# 42 -0.467134557 -1.7236386  1.09640139 -0.46389925  0.727832098 -0.618748460
# 43 -0.688444883  1.4369956 -0.06338747  0.14413151  0.275650383  0.208240572
# 44  2.249581574  1.3488118  1.34161027  1.68570912 -0.669255165  0.395160052
# 45  0.166917072  3.2343344  0.92149623  1.43886344  0.129066552 -1.902763820
# 46 -1.093989885  1.3201732 -0.77892862 -0.09384687 -0.970073996 -1.672429598
# 47 -0.633389693 -0.8197167  1.75728635 -1.44820729 -0.001304456 -1.426505998
# 48  2.200544374 -1.8676912 -1.49894278  0.52178102 -0.620013386 -2.237106079
# 49  1.337210833  1.6413708 -2.73728619  1.45976987 -2.170664487 -1.328836784
# 50  0.955954151 -0.3691275 -0.37219100 -0.90824437 -2.411931429 -0.555378212
# 51  0.240084628  1.5420197  1.60150177 -0.09044605  1.549990701  1.845777798
# 52 -2.999705362  1.2065816  1.25159772 -0.50595813  0.150742372 -0.502299807
# 53  0.268719314  1.3207151 -0.59407729 -1.34882878  1.808881041  0.787404165
# 54 -0.046747471 -1.1210733  2.20164458 -0.19264284 -0.450337874 -0.713743845
# 55 -0.840448287 -0.8775986  0.76167985 -0.93993792  2.419276938  1.448969036
# 56 -0.639140348 -2.0060622 -1.06776107 -1.58501617  0.272804121 -0.656680747
# 57  1.288922962 -0.8003234 -3.33427769 -1.68109129  0.649411261 -0.735775168
# 58  2.219604005 -0.7934639  0.77055607 -0.09991735  0.234604067  1.895791346
# 59 -1.184483932  0.6509336  1.84317272 -1.09010797 -1.292093530 -1.191252229
# 60 -0.654574216  1.1975526  0.22177604 -1.71452304  0.483266158  0.468095559
# 61 -1.713586961 -2.9122867  0.85074512  1.48047736 -0.001097112 -2.847764671
# 62  0.010479611  1.0328749 -1.83404579  2.07358108 -0.786162727 -1.213332006
# 63 -0.602119072  0.5877692  1.77006123 -1.69547151  1.015468590 -1.529526033
# 64  0.760212382 -1.0213193 -1.56182841 -0.57898833  0.304947415 -0.628019840
# 65 -0.748475445  2.6836663 -0.69118419 -1.74358411  0.382010868  0.151343897
# 66  1.503894914 -1.2292108  2.38120134  0.86818506 -2.495249577 -0.627416502
# 67 -0.633759886 -1.2156856 -0.98625192  1.05315932 -0.503687458 -0.673742745
# 68 -2.160768630  2.5240634  0.89287062 -0.01252847 -0.735210973 -0.197557363
# 69 -0.232845320 -0.7247107 -2.44101879  1.71615594  0.789486944  1.627889329
# 70  2.620515736 -0.2589925 -1.30467685  0.88946312 -2.270624345  1.854293428
# 71  0.214339296  2.3282241  0.64015667 -2.17364993 -0.601637748 -1.766598417
# 72 -1.957550883 -1.8955625  2.90150013  1.37550841  0.617739607  0.877873036
# 73  1.098252941 -0.2046699 -0.20023216 -1.85389896 -1.285819451 -0.891807177
# 74  2.978710342 -0.5327920  1.78176086  1.20656713 -0.250767095  0.915631946
# 75  1.170858968 -0.7079216 -0.95728349  2.20865567  0.933393036 -0.872015804
# 76  0.573480189  1.2463840 -0.34330134 -1.08351959  1.183987008  2.797412735
# 77 -1.788371365  1.3749270  0.86201031 -0.70757920  1.432201427 -1.465143425
# 78 -1.886296777 -1.9800418 -1.29236100  1.66683217  0.696011127 -0.747997717
# 79  0.313168080  2.2669762  0.68369898  1.55213416  2.907556043  2.091494882
# 80  1.639729781 -1.4346001 -0.12339179 -2.28212343 -1.574318893 -0.928520647
# 81  0.217517472  0.8513708 -0.26937058 -0.19012801  1.242935830 -3.148683406
# 82  2.277300235  2.0119730 -0.27493559 -1.09208723  2.454493610  0.507352747
# 83  2.050997030 -0.7171173  1.13566200 -0.07838203 -0.422950621  1.227054199
# 84  0.677921022 -1.6380921  1.62457478  0.92825159  1.053212245  1.791108139
# 85 -1.637530093 -1.7730300 -2.17142093  1.12883023 -1.024887626  1.065174147
# 86 -2.410145619  1.0383078  0.28145818  0.54049874  2.281152382  1.850377787
# 87 -1.352798070  0.2455432 -2.13210394 -0.70862918 -0.709603871  0.360191715
# 88  0.319016676  0.5431898 -2.26523154 -0.73487883 -0.715723538  0.704270028
# 89 -1.567778970  0.5342477  0.50784070 -1.14193406 -0.810596701  1.142823612
# 90 -0.477118345 -1.7291878 -2.05780391  0.30638995 -0.933874789 -1.825241713
#           PC13        PC14        PC15        PC16        PC17        PC18
# 1   0.43120005 -0.05936299 -1.82077809  0.08104613 -1.51780816 -1.62871591
# 2   1.18657382  1.31610777 -2.74974842  1.67272019 -0.09529698  0.18258072
# 3   0.93057659  0.04532586 -1.88021691 -2.09107577  0.58829065  0.68622637
# 4  -1.00950835 -0.09790106 -2.46427045  0.67279831 -0.04966449 -1.11402133
# 5   1.24522716 -0.61999152  1.70573481  0.14145371  2.53013156 -2.65420427
# 6   0.79582511  0.29477662  1.35219231 -0.46462591 -0.41894038  3.49997534
# 7   0.03337699  2.07623890  0.17273496 -1.01996157 -0.78282386  0.57748197
# 8  -0.89944141 -0.71374999 -0.60439622  0.04248791 -0.58406954  1.64309830
# 9   1.68659779  2.33210995 -0.56523677  0.05092118  0.67987468  0.18688785
# 10 -0.23811735 -2.12747885  2.38561018  1.55680480 -0.74420771 -0.69719699
# 11  0.41642501 -0.13373581 -0.02249047  0.62291252  0.44457336 -0.28035423
# 12 -0.51756541  2.06162288  0.45358294  0.44626029  1.19229563 -1.24110479
# 13 -0.81505505  1.07862982 -0.41721170  0.11450040 -0.72135305 -0.69000726
# 14 -0.16133093  1.61097702  0.91406331 -0.41297466 -1.85341674  1.85694937
# 15 -0.21946430 -0.17695707  1.04519427  0.70210721  0.84663483  2.15176739
# 16 -1.20746971  1.18011151  0.95516479  0.17332778  0.02689171 -1.66589570
# 17  1.37443094  0.03857624  0.26796716 -0.48161929  1.26802174  0.83813047
# 18  2.05770656 -0.42282461 -2.18941806 -0.18682232  0.89061691 -0.22364972
# 19 -0.77188678 -2.30926315  1.51603630  0.33240337  2.12896082  0.02361240
# 20 -2.24755880 -0.81818217 -1.10620097  0.19912328  0.76498903  1.35833629
# 21 -1.45000279 -0.02115436  0.56899455  1.22832448 -0.60678451  0.06468678
# 22 -1.61630560  1.43327447  2.18408954  0.66612828  1.44529258 -0.62015513
# 23  0.18425100  0.64233780  1.00397314 -0.45767201 -0.28236136 -0.62099881
# 24  2.04999880  0.34741696 -1.12565380 -0.02559270  0.37934081 -0.89435074
# 25 -0.09356949 -2.08165963 -1.77990950 -0.46487037  0.23003690  1.31554359
# 26  0.94681403 -0.15944086  0.09328080  2.32057553 -1.16861768 -0.93687008
# 27  0.82375151  0.58638366 -2.67361771  0.55339987  0.73414974 -1.20864436
# 28 -0.89434757  0.29590529 -1.02454772 -0.40921199 -0.23761817  0.54937323
# 29 -0.51205660  2.46768622 -0.03828527  0.50520889  0.74450540  1.40754299
# 30 -2.09767274 -1.55711693 -1.72866272 -0.36097781 -0.42086258 -0.84658130
# 31 -0.62573409  0.81210488 -2.31840210 -1.60914174  0.42030521  0.41602934
# 32  0.88541769  0.40451799  0.57463796  1.45525462  0.56309313 -1.55751480
# 33 -1.01768232  0.39974703  1.11370679 -2.79077527  0.12745167 -1.89146773
# 34  0.92502444  0.33419697 -0.09653891 -0.17641342  2.94447595  0.92104692
# 35 -2.60375486  1.72052174 -0.81999864 -2.31257899 -1.85369843 -1.18922337
# 36  1.07417874  0.05066046 -1.59334480 -0.04220193  0.10388690 -0.46911500
# 37 -1.51405377 -2.78713069 -1.27813605 -0.59464883  1.47972368 -1.53815031
# 38 -1.48890742 -0.01834545 -1.21567952  0.82645468 -0.45393167 -2.71055426
# 39  1.62212299 -2.33847343 -0.33540181 -1.08428135 -2.96162936 -1.20952374
# 40  0.03010494 -1.31292350 -1.22335403 -1.01220637 -0.06523866  0.09980308
# 41 -1.26036243  0.10899010  1.68997824  0.68723297  0.79073672 -1.35284977
# 42  0.85257278 -1.02209247 -0.19139842  5.04170139  0.60081091  0.18444016
# 43  2.53401609 -2.86896413  1.61082698 -0.83256383 -1.30304434 -1.39335082
# 44 -0.73213000 -0.86702396 -0.29755372  1.98056359 -1.06082788  0.70060052
# 45 -2.89345401  0.23484721  0.49316465  0.63388473 -1.74461273 -0.02892651
# 46  0.25119618  1.07598244  1.20537560 -1.94122537  1.88216411  1.12421163
# 47  0.76799478 -1.38030642 -0.06357564  1.03706071  0.73705936  1.96761316
# 48 -0.42141647  0.13388796 -0.57130694  1.53668168  1.01393887 -0.45683206
# 49  2.15938884 -0.18612515 -0.39690330 -0.21068169 -0.86077995 -0.60907906
# 50 -0.32793528  1.82197818 -0.70782962 -1.45902373 -0.32836123  0.56822973
# 51  2.43492411  1.31730314  0.13204739 -0.97549924  0.08765033 -0.79574222
# 52  0.85482206 -0.13203188  1.18621003 -1.39117637  2.27924364 -0.20038230
# 53 -0.95109779  0.37663936  1.18587114  0.07743758  1.31579387 -0.02460053
# 54 -0.60124825  1.80535733  0.27025323  0.37226692 -1.01694918  1.33399840
# 55 -0.06731861 -1.31822047 -1.02816183 -0.82029836  0.61666416 -0.27887303
# 56  0.16163457 -0.40817322 -1.01864657  1.89412001 -0.47910534  0.13565355
# 57  1.49434838  0.68990497 -0.79967361 -1.43407386  1.25357633  0.18633542
# 58 -1.61067355 -4.19242052  0.15529702 -0.60869888  0.68973391  0.51832408
# 59 -0.12114767 -2.20932047 -1.41822339 -0.17693440  0.84438132 -0.31559732
# 60 -2.89554894  0.36891826 -0.91079429  0.14386162  0.93820062  0.29728059
# 61  0.67136629  1.53937335 -0.73861915 -0.92580834 -0.36414088 -1.77208860
# 62 -0.10935525  0.06977204  2.93695329  0.76839045 -0.05001388 -0.12266422
# 63  0.76739904 -1.83760753  0.13597865 -2.41752520 -1.12167425 -0.09934517
# 64  1.01070412  0.41902894 -0.64989318 -0.53768821 -1.39353354 -0.66891662
# 65  0.01374954  1.42197259 -0.03436446 -0.76972749 -1.22729000  0.30181080
# 66  2.45242852  0.45506546  1.63460903 -0.80953257  1.60690049 -0.49190746
# 67 -0.80372715 -0.58464707 -0.68576334  2.02627162 -1.03909688  1.36455337
# 68 -0.85920265  0.92922249 -2.65185187  2.08014643  1.50055449  0.56055251
# 69 -1.93668861  0.12551867 -0.04830992 -0.22800814  0.32697491  1.06216828
# 70  1.96885953  0.04832667  1.00471724  0.15877088  0.36410118 -0.26676938
# 71 -1.44823255  0.21790297 -0.08729790  0.93703705  0.33898553  0.55081008
# 72  0.40427720  2.06745530  0.11569113  0.12078482 -0.43395224 -0.48677284
# 73  0.94978253 -1.60146915  0.52303611  0.07763579  0.81097442 -0.77801405
# 74  1.83489291  0.35732529  0.82882134  0.73144012 -2.71707273  0.36332104
# 75  0.56098805 -1.20267046  1.09400928 -1.60043764 -0.65890619  0.85108064
# 76  0.14602219 -0.17264684  1.15511746  2.02193576 -1.99342116  1.35436186
# 77  2.21630245  0.42884606 -0.54700216  0.75613271 -2.14806294  0.11238334
# 78  0.05926931 -1.34368434  0.94075423 -0.44928663  0.21801190  2.48970497
# 79 -1.27221777  0.29643891  2.24450341 -0.68558876 -0.56306648 -0.99321926
# 80 -1.36949993  0.45956223  0.43338508 -0.85801534 -0.54015562  0.30474231
# 81 -1.05044361  0.81855791  0.51303220  0.93875331  2.43823459  0.03996122
# 82  2.53154555 -0.38491730 -0.22461022 -0.31461398  1.39749381  3.43559968
# 83 -1.99827822  1.15770783  0.46350336 -1.15185903 -1.09307125  2.03614827
# 84 -0.09389229 -1.00372358 -0.46858289 -2.00666509 -0.15124916  0.94942395
# 85 -0.16202656  1.12133690  1.21115704 -1.98177272 -0.63458808 -0.11453028
# 86  0.12865873  0.86643589  2.84542264  1.39957753 -0.22521514 -0.67510621
# 87  0.60273131  1.42517080 -1.05939577  1.09135128 -1.08412506 -1.00408073
# 88  1.15023364 -0.68237381  1.53405910  1.26267346 -2.52007532  0.48669901
# 89 -1.08068413 -0.07091644  1.56824668 -0.10867124  0.81743189 -2.07103240
# 90 -1.61164580 -2.46303199  0.25227345 -1.44689749 -1.83244541 -0.17010028
#           PC19        PC20        PC21        PC22        PC23         PC24
# 1  -1.91977541 -0.31168403  3.38152789 -1.20822877 -1.71185388  0.106983455
# 2   1.29721608  0.54241223  0.73270411 -1.78446195  1.30892516  1.174222060
# 3  -1.03807673 -0.37956602 -0.30515365 -1.53043278 -0.31654546 -0.354334541
# 4  -0.26193282  0.26758763 -0.11802070 -0.87675957 -1.47283380 -0.899436290
# 5  -0.68276388  0.86113107 -0.98241550  0.87309247  0.28773968  0.956423359
# 6  -0.15618554  1.23566137  1.65785211 -1.09978635 -0.56230070 -0.176975049
# 7  -1.21196816  0.12771391  0.65047809 -0.69562494 -1.09894136  1.325313528
# 8   0.35140690  1.06250796  1.59091823  0.37437431 -1.00519429 -0.080312420
# 9   0.84061568  0.55919847 -0.96267781  0.78535669 -0.71024092 -0.970080823
# 10  0.88214355 -1.88370112  1.26737472 -0.21050751  0.45378579 -0.978938264
# 11  0.29902291  1.55585010 -0.41792940  1.34302744 -2.16528844  1.052593116
# 12  0.75921973  2.35187462 -0.17773899  0.98762510  0.58048191 -1.003714693
# 13 -0.47743549 -0.16317045 -1.53398623 -1.01443531  0.28760184  0.555086594
# 14 -0.17386576 -0.08001961 -1.59445068 -1.02464008  2.15191407 -0.259331430
# 15 -0.28466823 -0.07351114 -0.51796585  1.18653770 -0.67928920  1.127365812
# 16  2.48995498  1.00249490  0.74609067 -0.12027071  0.55534742 -0.260030150
# 17 -0.52760818  0.95372713 -0.52257522  1.02802922  1.09737041 -0.021460256
# 18 -1.24810125  0.65237372  1.41182123  0.31749415  0.28685864  2.044944080
# 19  0.06988026  0.13726104  1.37023802 -0.59475491 -0.13067930  0.500875871
# 20 -1.03806394 -0.41494307  1.18703765  1.48081304  0.82296069 -0.119864835
# 21 -2.12467829 -0.86698127  0.42412548  1.10266062 -0.93471116  2.934270921
# 22 -0.09529780 -1.43400685  0.68229122 -0.52328724  0.50337825  0.410049172
# 23 -1.03289094  1.00074307 -1.19971316 -1.19280090  1.09752731  0.200799169
# 24  0.75864584 -0.54619367  0.54077491  0.43039214  1.20942982 -0.749275904
# 25  0.73212320  0.03129029 -0.04873441 -0.24188809 -1.26200946  1.971999662
# 26  0.70404927 -1.31354085 -1.13832068  0.47249741  0.91752832 -0.191589082
# 27  1.72742003 -1.72585672 -1.34476716  1.99448397  0.33243054  1.911939567
# 28 -1.24136265 -1.61587874  1.57373845  0.08052787  0.60256985 -0.294787507
# 29  0.96599781 -2.32938328 -1.62371539 -0.61208193 -1.42775587  0.181070603
# 30  0.87909113 -0.68081768 -2.01778501 -1.01211337  0.17804332  0.300875127
# 31 -0.28264931  2.54234651  0.35537538 -0.24281940 -0.01020395 -1.402586849
# 32 -0.62936965 -1.73331914  1.32060553 -2.84969082  0.88838282  0.372271448
# 33  2.46763329  1.04979208  1.48182765  0.41591114 -1.39151879  0.478447128
# 34 -2.24532456 -0.37447875 -1.16056394 -0.84290600  0.07211753 -0.036835940
# 35 -0.30039134 -1.00473492 -0.10653282 -0.39626835  0.73213145 -0.330558588
# 36 -0.37159403 -0.38324285  0.15099129 -0.98235783 -0.57593512 -1.709737333
# 37  0.09885772 -0.28141414 -1.98822224  1.50118422 -0.94302828  0.754608638
# 38 -1.15839525  1.71908843  0.14567460 -0.32344975  0.70308913 -0.163418838
# 39 -0.29092764  0.49588396 -0.04815222  0.29014827 -0.51504628 -0.714101750
# 40  0.92156326 -0.10941105  0.28101288  0.25185848  0.42653444  0.207138554
# 41  0.71339995 -0.66585950  0.39149369 -0.35106427 -1.66333488  1.670024596
# 42  1.79832026  1.47705640  0.30726739  1.35953788 -0.22950861  0.396740786
# 43  0.34977477 -1.83282843  0.91769106  0.39942460 -0.13930179 -0.118692984
# 44 -3.93373023 -0.13519266  1.93800168 -0.31493007 -0.60648398 -1.759889569
# 45 -2.09453211  1.61924549 -0.93556881  1.59033665 -0.34322477  0.133460441
# 46 -1.62235261 -2.27330984 -1.13407831 -0.96523436 -1.12143426 -0.268631599
# 47 -0.26049051  1.73122472 -1.25765580 -0.60274638 -0.98940556 -0.904492227
# 48  0.01431887  0.01931158 -0.06371908 -1.60397095  1.27125204 -0.470920745
# 49  0.23073479 -0.94562721  0.12056538 -0.35445532  0.05070868  1.502447339
# 50  0.35732151  1.31008786  1.30903630  1.43565024  1.37354379 -0.721678969
# 51 -0.14636625 -0.41246681  0.34801397 -0.50895768 -2.22079028  0.795514478
# 52 -0.23546557 -0.45155191  0.05569832 -0.34000033  2.30310431 -0.618220732
# 53  1.00388850 -0.36143820  0.65803358 -0.12871340  1.32772192 -0.408044701
# 54  0.69692426 -1.15809901  0.54478483  0.87516360 -1.12537571 -1.017941027
# 55 -0.16776219  1.27879834  0.48290731 -1.27132596  0.99343985  0.240799739
# 56  0.92267340 -2.03156674  0.78666257 -0.59898929 -0.71794451 -0.628642642
# 57  0.04563267 -0.97525315 -0.79827233  1.32966801 -0.54731342  0.042341988
# 58  0.38222358  0.46578663 -0.33302728  0.22034189 -0.09829221 -1.172352377
# 59  0.90140156 -0.71591357  0.29345871  0.77315129  0.91030983 -1.332930415
# 60 -0.14748222  1.00645148 -0.47127934  0.46127100 -0.76740500 -0.760814543
# 61 -2.81652147 -0.46704119 -0.94909251  2.06452843  1.12234639  0.786327587
# 62  0.62359156  0.56054023  1.86406056  1.07601540  0.02964028 -0.431063609
# 63  1.02996752  0.31701554 -1.91064697 -2.00668907  0.35528100 -0.650553492
# 64 -1.38797699  2.30457986  0.48146584  0.49692158  0.69700560 -0.022029011
# 65  3.05851899 -0.69286602  2.16412690 -0.51621525 -0.44025266  1.465296733
# 66  0.36558170  0.58758909  1.56855127 -0.76898409 -1.25288599 -2.008742582
# 67  1.28335650 -0.98320046 -1.10718431 -0.48748665  0.70355943  0.200508397
# 68  1.08228561  0.03766264  0.32125977 -0.33309268  0.48451904  0.223191406
# 69 -0.03384321 -0.15633267  0.35359585  0.52620006 -0.55335061 -0.656489532
# 70  1.48199674  0.58907231 -0.95585188  0.93371246 -2.65356771 -2.598141189
# 71  0.10435791  0.98579589  0.36633554  0.10685279  2.02082278  0.098663100
# 72 -0.38834057 -1.03372909  0.80740954  2.28970080 -0.44589172  0.512021854
# 73 -1.14593707 -0.28620373 -0.83486494  0.49246268  0.77151936 -0.320937622
# 74  1.41830898  1.88933528 -0.27258793 -0.02994722  1.36350651  1.279171865
# 75 -0.65933093  0.75002938  2.00802097  0.60617915  1.63686855  1.677436343
# 76 -1.29309415 -1.06847224 -0.28990087 -0.45518500  0.59435598 -0.956132486
# 77  0.53244406  0.31688774 -1.14324617  1.59800412  0.07959001 -2.117176974
# 78 -0.57238560  0.38322563 -0.06583016  0.31126850 -0.35092062  0.005891256
# 79  0.40953845 -1.17702063 -0.44084762  0.97969464  1.05092613 -0.701016603
# 80 -0.37931107 -0.33164716 -0.85785843  1.34262833 -1.19532069 -0.641000793
# 81  0.96553749  1.18564046 -0.44790472 -3.05675885 -0.11534440 -0.099152475
# 82 -0.28708504 -1.31436954  0.02076857  1.82639164  1.94269287  0.466756946
# 83  1.59704492 -0.81037289 -0.22471221  0.39988782 -0.29204928  0.068790320
# 84  0.55004607  0.45360200 -0.53629844 -1.09556297 -1.28172961  1.560055810
# 85  1.02691481  0.48626615 -0.76035065 -0.42615598  1.34522345  0.173320289
# 86 -0.82990509  2.24359761 -1.24948813 -0.91675928 -0.96582677  1.339798370
# 87 -0.63670412 -1.18524150 -0.76757199 -0.23394206 -0.77847865 -1.939143931
# 88 -1.10465051  0.85173782 -2.81164140 -1.59472317 -0.62393755  1.433965840
# 89 -1.73548962 -0.98953155 -0.17268030  0.23335452  0.10593350 -0.626756466
# 90  1.48113687 -0.83848753 -0.46008808 -0.30290547  0.40272777  0.029156487
#           PC25        PC26         PC27         PC28         PC29        PC30
# 1  -0.41748207 -1.12818700  0.880087209 -0.199179654  1.016373790 -0.11471012
# 2  -0.65685971  0.71272771  0.635103220  0.080095628 -0.518058332 -0.19345083
# 3  -0.75592784 -0.25622645  0.249041307  0.224424250  0.201859216  0.83512042
# 4   1.95417751  0.35282279  1.577714559 -0.154303645  1.198720039  0.71450351
# 5   1.28038593  0.18206043 -0.326195146 -0.502114302 -0.238944814  1.09375172
# 6   1.62986404  0.62515317  1.408563675 -1.367351576 -0.081997052  0.29514805
# 7  -1.68994009  1.37292374 -1.568187698 -0.076087269 -0.778901984 -0.43232456
# 8  -0.20859720  0.78706524 -0.156437961  0.006606148  0.490834321  0.90234621
# 9  -0.22148658 -0.76513148  0.213017627  0.294034037  0.207666261  1.28164466
# 10 -0.72251960 -0.90514727  1.447935716  0.104497586 -0.144964388  1.75866681
# 11 -1.08005639 -0.11543149  1.279126465  0.086432133 -1.766679723  0.21200009
# 12 -0.68514603 -0.81429995 -0.628840139  0.445670425 -0.104358989 -0.01873997
# 13  1.65437743  0.59666759 -1.638539680 -0.225086952  0.057402160  0.92663771
# 14  1.47037249 -0.99071988  0.382485664 -0.857722579  1.244503275 -0.62601320
# 15 -1.33021001 -1.15588531 -1.107018194  1.850365120  1.172125800  0.61018247
# 16 -1.49419576 -1.56175576  0.660915601  1.327209440 -0.630292865  0.45801434
# 17  0.12413576 -0.19871340 -0.343137023  1.621868613  0.666703741 -0.61430719
# 18 -0.72359589 -0.84487794 -1.752136708  0.094715724 -0.105120016 -1.50042127
# 19 -0.45568520 -0.78179756 -0.274787217 -0.252540076 -0.153962919  0.10962140
# 20  1.10411364 -0.65205304 -0.734117581 -1.481703579 -0.120638172 -0.16282245
# 21  0.20734459 -0.22824386 -0.123765201 -0.348741449  0.225412665 -0.88559663
# 22 -0.56340747 -0.92248150 -1.586056085 -0.341780942 -0.360018248 -0.92231570
# 23 -0.87275394  0.39542358 -1.712932650  0.387755421 -0.436767409 -1.91371985
# 24 -0.38429479  0.23403134 -0.938712483 -1.803728974  0.605680144  1.24295248
# 25 -0.54612211  0.12775665  1.615249421  0.202205303  0.635955959 -0.65822105
# 26  0.44003342 -0.89564042  1.437397923  0.112292122 -0.777341474 -0.79842474
# 27 -0.65206615 -0.75333868 -0.127499471  0.954018034 -0.095773443  0.06645036
# 28  0.62392613  0.51270986  0.570216208  3.392633562 -0.187494060  0.50746214
# 29 -1.62992265  1.43512175  1.050695936 -0.223314576  1.768136577 -1.54281251
# 30 -0.70100431  0.77095075 -0.050552984  0.128703809  0.080088134 -0.42531745
# 31  1.51494714 -0.98567412 -0.311121136  1.432706516 -0.479170282 -0.86356016
# 32  1.52501709  0.60889999  0.385947445 -1.282530183  0.330786398 -0.97261067
# 33  0.14089446  1.61048954 -1.336522845 -0.081829948  1.020917397 -0.64386010
# 34 -1.25122697  1.80374345  1.074425146 -0.287635322  0.048055069 -0.05403220
# 35 -0.56816852 -0.45758811 -0.447786388 -0.445262824 -1.137010678 -0.46633133
# 36  0.01166022  0.21912509 -1.499341979 -0.370923165 -0.046845395 -0.64023575
# 37  2.23443536 -0.38983423  0.600672141  0.279913963 -0.119682051  0.44005136
# 38 -0.16030052  0.27303904  1.660570169  0.470297194  0.318656797  1.13168818
# 39 -0.38975429  0.54871593 -1.234171782  0.361566471 -0.611579543  0.15123755
# 40  1.15477208  0.20573134  0.062224972 -1.090180192  0.286319845  0.34453481
# 41  0.01777222 -0.53239340  1.038153334 -1.718811168 -0.150275178 -0.64268314
# 42  0.11662090  3.12054857 -1.277522417  0.312707027  0.100194878  1.86855772
# 43 -1.28951380 -0.13261132  0.580802162  0.568712605 -1.141301583 -0.55342789
# 44 -0.09645514  0.64991961 -1.171513746  0.463665009 -0.015131041  0.23304124
# 45  1.09748328  1.08034132 -0.737324054 -0.031882766  0.089300755 -0.37788923
# 46 -0.10180824  0.80198335  0.139307474  0.359791891 -0.325111443  2.93479550
# 47 -1.02686918 -1.24831283  0.612805639 -1.722075235 -1.777787137 -0.49498401
# 48  0.34771937  0.61048262  0.207516427  0.934162530 -0.709420189  0.42057098
# 49  2.70676546 -0.50747813 -0.217211408  1.385550706 -0.913629672 -0.39890720
# 50 -1.67619621  0.15378069  0.739803448 -1.548383173  0.432494692  0.53707811
# 51  2.30540287 -0.22602183 -0.117328263 -0.287563069 -0.763571422 -0.66663831
# 52  0.47936369  0.32409754  0.074848024  0.399079334 -0.933848933 -0.89912240
# 53  1.26638907  0.71873439 -0.253125855  0.160766323 -0.296751235 -1.01749270
# 54  0.98547292 -3.44202566 -1.186102484 -1.596517577  1.123734555  1.02607211
# 55 -1.10773723 -0.73407403  0.778190577 -1.074110748  2.083264322  0.32074296
# 56 -0.55358134  0.89357038 -1.625021823  0.273574108  0.259782698 -0.04023679
# 57 -0.59124422  0.82568780 -0.526824835 -0.133386570  0.681814301  0.41028142
# 58 -0.21031726  0.61284026 -0.082149527  0.480764624 -0.476605777 -0.30049180
# 59 -0.96175047 -0.78150631 -0.436063422 -1.462593311  0.223228439  0.40923960
# 60  0.41097407  1.18549281 -0.187095198  0.047530958 -0.358288127 -0.40398544
# 61  0.50305795 -0.24108109  0.088616637 -0.779361187 -1.348072772  1.35813954
# 62  1.46057917 -0.99376336 -0.645129675  0.943306082 -0.006393182 -1.20036598
# 63  0.54861480 -1.27124877 -0.892252915  1.196119061 -0.556342863  0.87281820
# 64 -0.61547838 -0.87037380  0.624650480 -1.370357934 -0.772126013  0.81167526
# 65  0.36903768  1.07959413  0.008229934  0.231674861 -0.094848603  0.42386552
# 66  0.20996533  1.05833972  0.623236922  0.564009204 -0.355175126 -0.35901957
# 67  0.48797872 -0.06960109  0.067475766 -0.217621355 -1.134353593 -0.55198024
# 68 -0.05731133 -1.40349256 -0.399841694  0.332368020  0.711323316 -0.14896928
# 69 -0.16194402  1.52566546  0.056959452 -1.975358014 -2.277981666 -0.69270889
# 70 -0.26747580 -0.63833671 -1.144003617 -0.416953848  0.557963158 -0.55930273
# 71 -1.43555368 -0.09060515  0.055247140  0.883408597  0.602865435 -1.04016653
# 72 -0.44469529 -0.63381034  0.462303654  0.036913015 -0.036676719  0.35362775
# 73  0.68690601 -0.36741082  1.523524480 -0.572995686  2.829683843 -1.78541370
# 74  0.62005977  1.21112837  0.307447073 -0.578639077 -0.935760064 -0.38568632
# 75 -0.94084151 -0.13192657  1.688569206  0.927418777  0.343482676  0.74579921
# 76 -0.65339465 -0.65044590 -1.451465240  1.986517136  0.132201289  1.30744121
# 77  0.19020262  1.41136053  0.992757502  0.058897113  0.393349886 -1.81558478
# 78  0.57064609 -0.10726381  1.059135095  1.009355800  0.587864609 -0.86785361
# 79 -1.70396108 -0.06500547  0.793451498 -0.739571942  0.510116761 -0.37957727
# 80  0.05873899 -0.59743501  1.218857659  1.439611470 -0.549364051 -1.64615246
# 81  0.12727447 -1.83966059 -0.102156485  0.009772819 -1.693141927  0.57031453
# 82  1.05740762 -0.06698522 -0.804219585 -1.037597352 -0.391065983  0.18641698
# 83  1.03210180  0.17980647  1.952274160  0.317917648 -1.773162591  1.32989187
# 84 -1.29304499 -0.86769702 -1.319810640  0.762296278  0.129770631 -0.25840962
# 85  0.15326127  2.12029831  0.250409694  0.708555396  1.905627259  1.21192996
# 86  1.01572793 -0.58883828 -0.025975980  0.321832524  2.643844653  0.91359915
# 87 -0.51282592 -0.25691087  1.342071701  0.706333757  0.523616067 -0.51934891
# 88 -1.77593900 -0.44463137 -0.004275802 -1.213009987 -0.538469966  0.33483931
# 89 -0.74513378  1.33843396 -0.027609314 -0.437954952 -0.626425279  0.32549779
# 90  0.48781522  0.32670953 -1.946151214 -1.373862015  1.404962162  0.46797636
#            PC31        PC32         PC33        PC34         PC35        PC36
# 1  -0.167891797  1.24614080  0.490835470  0.42025105 -1.429278491  1.05290535
# 2   0.444815313  0.31976061 -0.465501537 -2.16998445  0.774068970  0.18157917
# 3  -0.096795558 -1.00858645  0.353648920 -0.38491077 -0.882126237 -0.67957224
# 4   0.766165625  0.49889916 -1.274023422 -0.58095476 -0.153109298 -0.37986188
# 5   0.442079640 -0.13922141 -1.405692029 -1.94243010 -0.514152611  0.16141010
# 6   0.550021232  0.74604388  0.107445813 -0.36218802 -0.097358291  1.52219579
# 7   0.087446537  0.21343653 -1.105896293 -0.12099666  0.639676710 -0.07344049
# 8   0.898662196  0.80079959  1.686095593 -0.23122823  0.862194656  0.25435619
# 9   0.006941243  0.08493414 -1.341054136  0.44688213 -0.310086599  1.81621960
# 10  0.216934547 -0.71542636  0.172048723  0.53430427 -1.550278824  0.12704693
# 11 -1.580302846  0.49760212  0.519285064 -1.37219891 -0.485966541  0.09886946
# 12  0.521452992 -1.85628250  0.386670527  0.43568060  1.025822185 -0.27470510
# 13  0.790311125  0.48177230  1.540109558  0.56296658  0.271013161  0.59693293
# 14 -0.179774345 -0.07155011  0.816029475 -0.44206044 -0.565020871  0.44790274
# 15 -0.821928329  1.61847137  0.245603887 -0.24020572 -0.429400605  1.02162414
# 16  0.540181334  0.42819231  0.463549466 -1.25610888  0.565739007 -0.12578023
# 17  0.574192898 -0.74421033 -0.262385353  1.24645410  0.641208879 -0.83215284
# 18 -0.015648556  1.21800609  0.652894557  0.06487029  0.211251305 -1.30831289
# 19  0.573099527 -0.16375601 -0.013816972 -0.93577181 -1.678373738  0.63383011
# 20 -0.838857852  0.63029174  1.189357493  0.55137169  1.505902766  0.08713495
# 21 -0.821853898 -2.04360393  0.293799801 -0.33615061  0.190441236 -0.04200811
# 22  1.376879580  0.87222749 -0.412564282  0.34083501 -1.396628167  0.40743241
# 23 -0.017477392  0.41402808 -0.921737286  0.11986329  0.063579032 -0.91701133
# 24  0.984631268  1.51014553  0.068982033 -0.63689712  1.003067267  0.96321508
# 25  1.564364731 -1.02663415  0.075867063  0.06616373 -1.103545222 -0.41826588
# 26  0.757032467  1.59507168 -0.536921166  1.55628524  0.464001008  1.50510568
# 27 -0.110647109  1.40209368  0.214389675  1.05641340 -0.218487845 -0.37235704
# 28  0.098798215  0.46796343 -0.075263624 -0.21762110  0.859040046 -1.67007958
# 29  0.238908929 -0.30003895  1.424968736  0.25970259  0.019434110  0.49839337
# 30 -0.459220220  0.16403850 -1.783251390 -0.32274175 -0.572094442  0.32148312
# 31 -0.467106707 -0.42062275  0.648219612  0.68736676 -0.898323653  1.11165637
# 32 -1.023966419 -0.53002643 -0.472918559 -0.10303678 -0.027623310 -1.13758979
# 33  0.512974854 -0.16107007 -0.280019504  0.60315523 -0.289944407 -0.17863809
# 34  0.387875428  0.16855617  0.363290444 -0.10914898  0.383161134  1.35959972
# 35  1.159301409 -0.55929465 -0.145511718  0.48958619 -0.277397582  1.13180860
# 36  0.950073056  0.03396237  0.147530920 -1.96091796  0.231229213  0.24564586
# 37  0.187387784  0.51077776  0.174695681  0.10917212  0.583293204 -0.52307077
# 38  0.420305959 -0.19859445  1.757876203  1.06781940 -0.040331845 -0.51363040
# 39  0.646172751  0.64269512 -0.515570411  1.20027147  0.005736305 -0.19756403
# 40 -1.241125244 -1.24477917 -1.307904798  0.55488701 -0.347410832  0.13861183
# 41  0.137920269  0.67182029  0.566585834  0.26965786  1.193346252 -1.22678145
# 42 -0.256205581 -0.53896467  0.349527502 -0.44524672 -0.524522015 -0.11734577
# 43  0.769730930  0.17531416  0.453911003 -1.01669980  1.051771208  0.35185063
# 44 -0.904325251  0.48071358 -0.379941432  0.07452524  0.734117111 -0.50807018
# 45  0.452243550 -0.36294222 -0.580019685 -0.20933701 -0.414240066  0.43019850
# 46  0.254821689 -0.32977561 -0.143809966 -0.17436814  1.096185109 -0.12806232
# 47 -0.614273237 -0.54004673  0.002198893  1.13081193  0.892236818  0.05825760
# 48 -1.422729741  1.21560984  1.022185333  1.00704492  0.445431181  1.02784637
# 49 -0.025999881 -1.10783715  0.317364784 -0.17974828 -0.163538860  0.03427546
# 50  0.116801885  0.57452470 -0.507605607 -1.33280438 -1.351835235 -1.13708764
# 51 -0.843081079 -0.58757126  0.798066549 -0.58949174  0.275230685  0.40719168
# 52 -1.252472868 -0.36205173  0.145286641 -0.38837288 -0.727769545 -0.85671891
# 53  0.468891902 -0.09663710  0.494702492 -1.32943809  1.835492493  0.67960229
# 54  0.415414072 -0.43634745  0.177823721 -0.07149093  0.601685264 -0.96936580
# 55 -0.146507527 -1.28260851 -0.198825839  0.96233813 -0.080589801 -0.27313857
# 56  1.496552126 -1.08705568 -0.239933593  1.10017223  0.680225692  1.04019606
# 57 -0.553947522 -1.37025168  0.792454028 -0.06622869 -0.332994807  0.61431365
# 58 -0.588508544  0.04326602 -1.009020914 -0.30861050  0.860590525  0.80830578
# 59  0.125895047 -0.33091218  0.741028677  0.40280460  0.449140242 -0.95796954
# 60  0.881643458  0.77905928  0.093768455  0.36478354 -0.668826753 -0.98838332
# 61  1.783110223  0.27248186  0.671018564  0.04212098 -1.541677240  0.07913504
# 62 -0.231009612 -0.24879875 -0.252830609  0.17214124  0.189688776  1.06399277
# 63 -0.294026634 -0.34322670  1.588457322 -0.94430598 -0.293333935  0.13140786
# 64 -0.265066372  0.02008775 -2.283531861 -0.11480053  1.548003302  0.35865465
# 65 -0.839542231  0.35977190 -1.855556164  1.02498440 -0.850776210  0.01756605
# 66  0.921032832  0.38142398 -0.155727563  1.55377795 -0.341259508 -1.34679294
# 67  0.672865651  0.16770881  0.255823169  0.27999920 -0.721224070 -0.71372664
# 68 -0.668292848 -1.71431003 -1.412101759  0.26825236  0.825918653  0.07309547
# 69 -1.077140050  0.59415299  0.873294156  0.26666458 -1.081327277 -0.88803510
# 70  0.288830036 -0.21475804  0.384181279  0.50293959 -0.287029907 -0.49537161
# 71  1.040672717 -0.82497859  0.395942176 -1.09619997 -0.916679775  0.86210297
# 72 -2.352620592 -1.06274066 -0.286261859 -0.26214855  0.432425783  0.37283709
# 73 -0.096646495  0.65113012 -0.978182034  0.72729844  0.028393451  0.46094631
# 74  0.920918802 -1.31850410  0.937122730  0.70261074  0.621806890 -0.33455267
# 75 -0.710188866 -0.20153733  1.092014963  0.56903645  0.501765098  0.68335814
# 76 -0.642220024 -0.56431769 -0.736262100 -0.15449112 -1.221871081 -0.97608039
# 77 -1.992465385  0.07061939  0.938640595 -0.61163096 -1.445117847 -0.06686654
# 78  2.432703274 -0.62522823 -0.878423997 -0.74797399  0.402989985 -0.57907829
# 79 -0.280723156  0.32708083  0.524900809 -0.25121935  0.695011157 -1.05815654
# 80 -0.225228387  1.54985149 -1.104586477 -0.65421298  0.356190935  0.45808463
# 81 -1.407872836  0.98197728 -0.159509887  0.56152572 -0.617149215 -0.29887041
# 82  0.425357721  1.04240226 -0.844473935  0.58631214 -1.004120050 -0.72580046
# 83  0.562633177 -0.61027710 -0.780474637  0.03171359  0.264207942 -0.70590245
# 84 -0.632690121 -0.19311520  0.230541706  0.53318171  0.275552583  0.32008597
# 85 -1.520736293  1.46900455 -0.366509610  1.14713938  0.968921496 -0.45075588
# 86  0.176519444  0.92011751  0.330330059 -0.34110311 -0.334960377 -0.83582175
# 87 -0.451181555 -0.49604394 -0.002003177 -1.44314956  0.666731239 -0.95453882
# 88  0.207730478  0.15866458 -0.547423621  0.42508909  0.411713911 -0.43282081
# 89 -0.541116973 -1.88450304 -0.179736790  1.12404243 -0.378881012  1.31804591
# 90 -1.569883993  0.44634550  0.232419443 -1.74664429 -0.037969981  0.33382505
#           PC37         PC38         PC39        PC40        PC41         PC42
# 1   0.61460519  0.312953321 -0.695699058 -0.64837149 -0.20204141  1.604710337
# 2  -0.90797905 -1.851168726 -0.961694334  1.24307860  0.41620242 -0.268092257
# 3  -0.25401717  1.017337833 -1.508829890 -0.13672160 -0.48363545 -0.562157743
# 4   0.17919608 -0.456090409  0.957981387 -0.25324291 -0.89979917 -0.728471882
# 5  -0.48777900 -0.746704114  0.461474854  0.30990547 -0.18486571  0.946654872
# 6  -0.13492813 -0.884967216 -0.363781456 -1.60875743  0.49938517  0.705812489
# 7  -0.76180942 -0.738857682  0.065475611  0.59427792  0.13178497 -0.067277934
# 8   0.75533025 -1.035079770 -0.111030466 -0.12317619 -0.68210173 -0.250444978
# 9  -0.26074401 -0.939597434 -0.260882582 -0.41835593  0.87178768 -0.982858239
# 10 -0.01734933 -0.335806208  0.983258696 -0.28799079 -0.10815740  0.193342382
# 11  0.17806218  0.049693612 -1.017603570  0.34877673  1.37806335  0.067817381
# 12  0.23802471  0.930426702  0.049411580 -0.82868826 -0.33038822  1.422328658
# 13 -0.34175083  0.056481893  1.348108870 -0.35602515  0.54051813  0.214577551
# 14 -0.34227616  0.578706570 -0.259715142  0.09855420  0.48878739  0.132137882
# 15 -0.90401791 -1.002033154  0.983789370  0.20627924  0.62278861  0.351207858
# 16  0.92629645 -0.351833612  0.396700843  0.92008573 -1.42616146 -0.766481239
# 17 -0.03638356 -0.270209348 -0.956588673  0.40004137  0.06698928  0.098636606
# 18 -0.21457534  0.547402025  0.395263758  0.46802890  0.31403425 -1.417901541
# 19 -0.88829731  0.563208636  0.619006332  1.49990983 -0.27186869 -0.558377659
# 20  0.61007925 -0.478867438  1.282724274  1.80093764 -0.55117168  0.118649171
# 21  0.11248249  0.279255304 -0.501245445 -1.14366186 -0.57362500 -0.692450528
# 22 -0.53931756  0.061830451 -1.235208996 -0.76665527 -0.36257751  0.450324385
# 23  1.47218161 -1.118410134  0.957124613 -1.00212173  1.42787225  0.860550250
# 24  1.36316516  1.731742447 -0.687515730  0.45971534  0.34159240  0.289670018
# 25  0.20686272  1.646551746  0.816939577  0.55110032  0.68500715  0.790800863
# 26  0.22786015 -1.148410343  0.107042353 -0.58125756 -0.90837658 -0.448255725
# 27 -0.42939466 -0.017535107 -1.180383365 -0.69345041 -0.45885594 -0.219706941
# 28 -1.33333858 -0.001234390  0.490951594 -0.06962888 -0.71321277  1.678791828
# 29  0.51136967  0.157024446  0.425167189 -0.39500646  0.70941193  0.004539357
# 30  1.03655210  0.679827502  0.503891907  0.14255800 -0.84803752  0.014923880
# 31  0.34530739 -0.260481102  0.267637303  0.67841613  0.10025544 -0.099807421
# 32 -0.14099613  0.360610270  0.925850357 -0.14971074 -0.12869772 -0.690133280
# 33 -0.36783437 -0.302919508 -0.116219510 -0.58706617  0.08786149 -0.480305512
# 34  0.10071733  0.385916612 -0.933612767 -0.00260153 -0.12799891 -1.138782347
# 35 -1.26117287  0.323800670  0.941812639  0.57287372  0.49146666 -0.987884789
# 36  0.12808090 -0.119073057 -0.558042339  0.15616757 -1.08149307  0.561547332
# 37 -0.22858663 -1.258991244 -0.211204590 -0.96146763 -0.06282842  0.184273355
# 38  0.46402009 -0.263429551 -0.013401736 -0.55128566  1.04550267 -1.023128314
# 39 -0.03125281  0.215295721 -0.406519591  0.42458255  0.94175659  0.340661932
# 40 -1.42330073 -0.239571223 -0.249778165 -1.22530455 -0.25287851 -0.972491489
# 41  0.57333541  0.468312054 -1.265198271  0.51570503 -0.36450204 -0.422939704
# 42  0.24388654  1.375622100  0.458568225 -1.07888287  0.33421647 -0.409108995
# 43 -0.99146609  0.043581974 -0.008270665 -0.41517762  0.42056137  0.240341975
# 44 -0.07946576  0.045547109 -0.058665373 -0.05009118 -0.22525705 -0.232215754
# 45 -0.35173277  1.167572550 -1.514555118  0.93431789 -0.98212513  0.180787014
# 46  0.50167999  0.612204398  0.920235878  0.15124788  0.04114881 -0.408029866
# 47 -0.98235281  0.489346016  0.359179183  1.04556214 -0.41785838  0.548988431
# 48 -1.60340787  0.631656781  0.404874475  0.48412748  0.19183875 -0.140497884
# 49  0.07226041 -0.006066282  0.277588979  0.38699705  1.15766863  0.245171563
# 50 -1.30670338  0.089434056  0.520526816 -1.09748264  0.26215146  0.949997284
# 51  0.26376507 -0.196042740  0.437410163 -0.48144164 -1.10924347  0.185511412
# 52  0.57484054 -0.332982326 -0.657074380 -0.41167458 -0.75170289 -0.108017134
# 53 -0.64121886  1.080290540  0.008711579 -0.85366858  0.72346787 -0.393316826
# 54 -0.16861069  0.467038677 -0.558003608 -0.27387144 -0.15917564 -0.379364607
# 55 -0.71558175 -0.397688838 -0.058228361  0.49199236  1.05916455 -0.554431975
# 56  0.29343650  0.156129324 -0.607824644 -0.10552649  0.29695987  0.455623343
# 57  0.63602538 -1.350197636  1.433549943  1.08637472 -0.63170985 -0.073089590
# 58  0.21401657  1.229898132 -0.088303183 -0.03612310  0.34996438  0.552070330
# 59 -0.01846213 -0.937772026  0.430881004  0.06486980  0.26427915  0.697228091
# 60 -0.75512306 -1.029209217  0.033380536 -0.95394589  0.10230245 -0.525504410
# 61 -0.05644989  0.740637503 -0.047427550  0.55239856  0.06701423 -0.049000486
# 62 -0.11289195  0.172167938  0.430685206  0.01671447  0.11428387 -0.745302132
# 63  1.15176518  0.306354656  0.199708633 -0.99728912  0.07785730 -0.189000279
# 64  0.94821843  0.876086551  1.060534842 -0.95539691  0.24687756 -0.804419586
# 65  0.08884216  0.447591194  1.306413132  1.19495579 -0.34950612  0.004029863
# 66  1.88783294 -0.232980470 -0.438416850  0.52502360 -0.02861395 -0.493681599
# 67  0.05767234  0.874351773 -0.012469350  0.30356671  0.84155407  0.634205659
# 68  0.46928791 -0.420592684 -0.387227278 -0.31880887 -0.15264793  0.358569015
# 69  1.01704677 -1.251603954  0.465857933 -0.45800601  0.72740723  0.194826720
# 70 -1.75052566 -0.090944505  0.039182102  0.30193536 -0.52904504 -0.239889085
# 71  1.73019584 -0.278266507  0.601361837 -0.33775013 -1.43825859  0.411739624
# 72  1.04579500  0.320488096  0.252514785  0.05392409  1.38558773  0.924764210
# 73  0.82892524 -0.547314413 -0.454837508  0.77690237  0.67599044  0.591188239
# 74 -0.17295141 -0.687736811 -0.564626514  0.80519834 -0.12184757  0.383646790
# 75 -0.44575946 -0.322955849 -0.554936635 -0.67458481 -0.96785484 -0.417935353
# 76  1.04180377 -0.812193951 -0.996674523  0.26069485  0.64288975 -1.727093516
# 77 -0.52997472  1.037483504  0.215659816  0.28723016 -1.30381630 -0.722792292
# 78 -0.82621927 -0.107672846  0.265762253 -0.11733065  0.70540720 -0.827195945
# 79 -0.31059028  0.456367252  0.655593184 -0.24236567  0.52705535 -0.871012284
# 80  0.73631049  0.974185342  0.204773615  0.02859836  0.34873258 -0.612620051
# 81 -0.49620805  0.702983247 -0.777257579 -0.18979518  0.37833715  0.437511699
# 82  0.44226290  0.277134239  0.207457976 -0.36329337 -0.66221561  0.312067980
# 83  0.90976533 -0.343828653 -1.289601098  1.04803762 -0.03315895  0.415136362
# 84  0.21752761  0.621470388  0.188079856 -1.05847706 -0.67351198  0.391497301
# 85 -0.58451296  0.814699580 -0.675043211  0.17372242 -0.82979583  0.784295768
# 86  0.22708128  0.228060672  0.383568777  1.16270485  0.34321662  0.659062089
# 87 -1.07576562 -0.429676257  0.156867754 -0.03658583  0.46144708  1.030618335
# 88 -0.22441052 -0.863083791  0.779605619 -0.60766326 -1.93480430  0.252349292
# 89 -0.51771394 -0.920310609 -0.919216116  0.75719083 -0.10509220  1.078274511
# 90  0.38142709 -1.224370271 -1.515331985  0.62049908  0.52206678 -0.249992113
#           PC43         PC44         PC45         PC46         PC47        PC48
# 1   0.13786640 -0.303745166 -0.362043996 -0.465254271 -0.279932312 -0.26366359
# 2  -0.17574645  0.286434206 -0.241932559 -0.589754745 -0.304420167 -0.05704474
# 3   0.14602963 -0.174831153  0.789002336 -0.166286642  0.041367785  0.02709592
# 4   0.29037688  0.354689552  1.227389493 -0.635827288 -0.799409888 -0.05158220
# 5   1.28884457  0.132976571 -0.508303071 -0.069577220  0.091231660  0.33517443
# 6   0.38845187 -1.484617915 -0.317753040  0.542298519 -0.365235102  0.53916311
# 7   0.31446624 -0.011452849  0.338335620 -0.105860806  0.008460781  0.09944929
# 8  -1.94204061  1.077632866 -0.431928133  0.485515774  0.055655948  0.05077418
# 9  -0.17326704  0.191056855 -0.043454028 -0.222958301  0.090639240 -1.40820470
# 10  0.32169717 -0.609991329 -0.136500503 -0.343000861  0.791979371 -0.44814877
# 11  0.39186635  0.518931306 -0.846536102 -0.396605665 -0.668089738 -0.33538018
# 12  1.31463386  0.491250324  0.575420962 -0.303824814 -0.192477055 -0.36519909
# 13 -0.75865523  0.352854147 -0.006182842 -0.722709327 -1.289070613 -0.46062524
# 14  0.38024665  0.532252653  1.225739976 -0.179704895 -0.151951006  0.35917156
# 15 -0.02058045  0.874731396  0.127388080 -0.049885103  0.275482399  0.76630021
# 16  0.79215918 -1.407197336  0.398107845  0.446570207 -0.506310863  1.14849801
# 17  0.57345064  0.215875733 -0.993700219 -0.337202180 -0.063319843 -0.23761061
# 18  1.68141524 -0.206684479  0.800684455 -0.168845536  0.634360906 -0.23547485
# 19 -0.34079889  1.107483463  0.382342847  0.633202433 -0.376157885  0.18315821
# 20  0.51633618 -0.750451402 -0.046398949 -0.127517520 -0.133736117  0.05392879
# 21 -0.65866988 -0.241078901  0.074296022  0.767579806 -0.583077691 -0.11326111
# 22 -0.55400848  0.069927866  0.114304287  0.275479240 -0.906540861 -0.27237227
# 23 -0.57811492  0.149408393  0.069915887  0.195523986  0.397063349  0.18574348
# 24  0.31824828  0.011470953 -0.561310232  1.060623215 -0.118983238  0.01273532
# 25  0.64121397  1.059119997  0.143535128 -0.419223036 -0.190486516  0.91492896
# 26  0.43654977  0.468335414  0.603243764 -0.921992600  0.069789159 -0.11546829
# 27 -0.04566786 -0.611989083 -0.934015494  0.376031087 -0.556029128  1.08647522
# 28  0.29043887 -0.753197953 -0.131185514  0.203724963  0.437186497 -0.43040959
# 29  1.19925932 -0.494797590 -0.021548142  0.361245739 -0.183697785 -0.45942409
# 30 -0.72757504 -1.047534135 -0.676447518 -0.062593578  0.552057503 -0.73394889
# 31 -0.40995772 -0.152739864  0.460328866 -0.091762084  0.876144161 -0.82689556
# 32 -0.05521361  1.220537942 -1.425236076  0.007558529 -0.501312246 -0.83466922
# 33  0.06974665 -0.344817223 -0.428826880 -0.403517119 -0.447134778  0.46811385
# 34 -0.56008140 -1.043421945  0.281333252 -1.101391421  0.362038361  0.11513070
# 35  0.18744288 -0.024051618 -0.456860515  1.380651876 -0.026270816  0.18393926
# 36 -0.34354946  1.327888861  0.424067098 -0.032198004 -0.057139336 -0.18911567
# 37 -0.02459133  0.438427218  0.666851919  1.376929435  0.475561085 -0.35697066
# 38  0.12233454 -0.548018358 -0.781477785 -0.261809860 -0.061437220  0.49771620
# 39  0.43812473 -0.451063673 -0.257136676 -0.178058401 -0.637421400 -0.65786908
# 40  0.28482200  0.184609851  0.934456801  0.448739070  0.501810757  1.23813051
# 41 -0.47764837 -0.119896077  0.965855552  0.003447352  1.067323205 -1.53883075
# 42 -0.30304929 -0.559189439  0.160815108  0.056102845  0.364523459 -0.59671505
# 43 -0.94266538  0.378512727  0.903302692 -0.289991782  0.368320186 -0.03560124
# 44  0.12331109 -0.293265874 -0.207091003  0.706509679 -0.326729667  0.04061289
# 45  0.20583564 -0.392716702  0.090719391 -0.965385119 -0.803842981  0.07193593
# 46  0.54889435 -0.259080479 -0.006735171 -0.402460037  0.187264902 -0.02937044
# 47 -0.67247805 -0.379667405 -0.514004631  0.070094845 -0.088674964  0.15258716
# 48  0.03699164  0.598414684 -0.061815734  0.288410249  0.001591971 -0.16631410
# 49 -0.59271436 -0.396042681 -1.127170764 -0.814727393 -0.589673680  0.54023722
# 50 -0.36304298 -0.502549131  0.943686783 -0.569431102  0.112030573 -0.45190770
# 51  0.17904598 -1.016487846  0.425195002 -0.689775866  0.516561244  0.87639794
# 52 -0.51365583 -0.408341221 -0.554923151 -0.816367933 -0.549800730 -0.05562244
# 53  0.57736273  0.547647635 -0.601862942 -0.228808497  1.501975966  0.13243638
# 54 -0.16212552  0.805147353 -1.183342527 -1.077993311  0.849820358  0.49202427
# 55  0.87756349 -0.153751132 -0.413010817  0.011176552 -0.120328894 -0.68213998
# 56  0.84935273  0.339946644  0.383708476  0.339192244  0.163399240  1.24960683
# 57 -0.89744327 -0.331691313  0.360475099 -0.159461728 -0.660074069  0.11138595
# 58 -0.32722795  0.453208544  0.357634654 -0.951182875 -0.799190438  0.50289937
# 59 -0.02212852 -0.539364571  0.489089643 -0.985089586 -0.177598200 -0.10226212
# 60  0.19131288  1.054606438 -0.216865392 -0.120619160  0.328206451  0.00807394
# 61 -1.06550960  0.235171307  0.125132440 -0.026119996  1.001932446  0.03171249
# 62  0.37738009 -0.556450399  0.543643141 -0.807562769 -0.402761429 -0.51663553
# 63  0.61404303  0.263372024  0.193677738  1.023529949 -0.674508149 -0.72960840
# 64 -0.50829926 -0.020365806 -0.556328761  0.410389578  0.342203223  0.90441896
# 65 -0.42305332 -0.009693594 -0.087764181  0.025380804  0.605169503 -0.41031937
# 66 -0.12016641  0.770967864  0.703104858  0.840007889 -0.363157885  0.54188713
# 67  0.00259071 -0.936920570  0.525274489 -0.351078503  0.243729230  0.10420245
# 68 -0.92532355 -0.050921372  0.594259602  0.646372826 -0.932991728 -0.16043554
# 69  0.75014541  0.538815993 -0.152275443 -0.302816043  0.379939146  0.69271063
# 70 -0.27814973 -0.473130928 -1.128723176  0.067531259  0.037381968 -0.52105609
# 71 -0.03348506  0.222703358 -1.195054570 -0.142692464  0.880459199 -0.12774238
# 72  0.02936781  0.953991463  0.865603675  0.305814934 -0.320747799 -0.57455163
# 73 -0.66281295  0.194939445 -0.184429370 -0.161255159  0.714003486  0.57953322
# 74 -0.81848029 -0.273034094  1.074360195  0.556436680  0.421066830 -0.20248914
# 75  0.46681236  0.862846759 -0.237231699  0.318566544 -0.370662192 -0.40197390
# 76 -0.08665839  0.162801654  0.617053250 -0.627977837  0.585980498  0.55539785
# 77  0.31473847  0.630372054 -0.518725159  0.815919457  0.237517333  0.49252156
# 78 -0.41352869 -0.837118577 -0.425735269  0.685606878 -0.111736722 -0.49977132
# 79 -1.41436490 -0.170043117  0.183796921 -0.315172254 -1.360363451  0.52636981
# 80  0.45979436 -0.225600924  0.310275438  0.369892195 -0.115526419 -0.55801684
# 81 -0.52951749 -0.469046349  0.285309980  0.558047084  0.097969920  0.65907184
# 82  0.23208669 -0.366529097 -0.077112908  1.007013794 -0.700198137 -0.60924685
# 83  0.36302220  0.962797635 -0.917034240 -0.061315274 -0.161503714 -0.15201789
# 84 -1.13547845  0.078553220 -0.464079178 -0.431334482  1.106216111 -0.02498416
# 85 -0.25517542  0.583463526  0.278021180 -0.520303190  0.133891623  0.27233130
# 86 -0.38100548 -0.467853858  0.143062794  0.863946485  0.250162017  0.51103986
# 87 -0.51770566 -0.483127705 -0.208542034  0.772733410  0.216797208  0.28788465
# 88  1.36623397  0.609955222 -0.252452302 -0.290412399 -0.333759085 -0.34484624
# 89  0.38924698 -0.156995816 -0.011238679  0.851938544  0.638157665  0.15880696
# 90  0.73025804 -0.803573068 -0.247475361  0.310960082  0.349048015 -0.41591629
#            PC49         PC50         PC51         PC52          PC53
# 1  -0.470619440 -0.444572212  0.311889874 -0.399008821  0.5805985581
# 2   0.052346832 -0.060984496 -0.628131100  0.278011927  0.2168482274
# 3   0.810155827 -0.342108140  0.144837984  1.091733383 -0.5485829462
# 4  -0.223642212  0.720340784  0.064026135  0.248949934  0.5153327262
# 5  -0.612391296  0.216590813  0.241608002 -0.410641801  0.1974437121
# 6   0.659341677  0.133048598  0.190039566  0.020867746 -0.4187782156
# 7  -0.741460613  0.413725616  0.735230050 -0.040273430 -0.9633965416
# 8  -0.358432435  0.380104679 -0.955457658  0.437444022  0.4756852474
# 9   0.463610045 -0.182719168 -0.116998440  0.076391112 -0.2493193516
# 10 -0.335739836  0.134813809 -0.092580578  1.292079021  0.1816695070
# 11 -0.449007947 -0.422353182  0.072485957  0.845038455 -0.2749363096
# 12  0.200705158 -0.114762706 -0.899016537  0.286509547 -0.3329348820
# 13  0.182987562  0.650838149  0.635061674  0.478428188  0.2042326669
# 14  0.411749363  0.119539574 -0.455922015  0.081357715  0.3786431221
# 15  1.053948240 -0.248287080  1.385412498  0.056595213 -0.2967888210
# 16  0.525244658  0.225717280  0.823128224  0.130314174  0.1915895116
# 17 -0.084067456  0.080108339  0.213443580 -0.065915136 -0.3186170892
# 18  0.190076402 -0.664911157 -0.472699530 -0.327629305  0.5059342627
# 19  0.102375008  0.369265335 -0.755538105  0.286086811  0.2561090841
# 20  0.349828019 -0.143051609 -0.074400773  0.071604113 -0.1542948550
# 21 -0.125537812  0.662548122  0.693115154 -0.422240804 -0.3749554455
# 22 -0.507181979 -0.816101949 -0.148648790  0.394312821 -0.9207218580
# 23  0.182519376  0.382451202  0.101274118  0.106737585  0.8749327850
# 24  0.068642403  0.454863467  0.127342019 -0.136211510  0.3592684380
# 25  0.177056256  0.217987565 -0.059990197 -0.992332127 -0.2942998868
# 26 -0.219947885 -0.916634248 -0.120834187 -1.080465772 -0.1617846409
# 27  0.155918872  0.534823872 -0.247248970  0.627458285 -0.0558036194
# 28 -0.290499388  0.129816199 -0.609924402 -0.544147523  0.4566565363
# 29 -0.174732941  0.256559012 -0.657137134 -0.541748115 -0.0260628230
# 30 -0.819955215  0.173808373  0.227129114  0.171385569 -0.2297413941
# 31  0.717204375 -0.375992487  0.701102472  0.111733491 -0.0871088240
# 32  0.602674050 -0.685843428  0.188661667 -0.351880762 -0.6145109495
# 33  0.802187741 -1.012511689 -0.835158370  0.577712936  0.4201352799
# 34 -0.343813761  0.668249802 -0.212258447 -0.105169081  0.6914963396
# 35 -0.225758121  0.228963416  0.516141036 -0.101169070 -0.2231628028
# 36  0.161853457  0.131631692  0.307054357 -0.161441389 -0.1677193634
# 37 -0.089528693 -0.419198812  0.515967820 -0.161898856  0.1860615173
# 38  0.490133562  0.313215677  0.330213423 -0.286145404  0.0247371495
# 39 -0.129339941  0.227496634 -0.785035650  0.153651419  0.0589211674
# 40  0.031803853  0.398534195 -0.587813254  0.215902739 -0.1544019293
# 41  0.570536722 -0.309956607  0.777228314  0.354249242  0.0393801052
# 42  0.476797492 -0.090359096  0.086548424 -0.698138254 -0.2901384977
# 43 -0.059531903  0.437987327  0.093388626 -0.681765835 -0.2823625172
# 44  0.189100540 -0.525100214  0.077193535  0.382799084 -0.0855459869
# 45  0.558735260  0.145108432  0.109182476 -0.510743050 -0.0502295235
# 46 -0.355497381 -0.962516045 -0.001992461  0.428676864  0.1790627437
# 47 -0.550532356  0.700939196  0.551575708 -0.018691369  0.3930548312
# 48 -0.084238445 -0.343075651 -0.818447997  0.092952994 -0.8085568634
# 49 -0.832376174 -0.138270004  0.556566420  0.622099555  0.2987826778
# 50 -0.658768317 -0.698622522  1.070924318 -0.212140770  0.3833956859
# 51 -0.107471929 -0.049526226 -0.349133292 -0.057002385 -0.9543493551
# 52  0.779309835  0.237009198  0.179637675 -0.068931720  0.7668902030
# 53 -0.182977409  0.154978117  0.809325904  0.653236496  0.3855144533
# 54 -0.988852090 -0.035229186 -0.481008216 -0.239632246  0.4369244787
# 55 -0.915315847  0.501935335  0.478826299 -0.124123956 -0.2012471591
# 56  0.018974836 -0.562681766  0.954666983  0.287210064  0.6105677598
# 57 -0.781136506 -0.921650600 -0.333108594 -0.725707833  0.0335741674
# 58  0.343922186 -0.697210049 -0.165116735  0.133973495 -0.0743868637
# 59  0.080844012  0.256093084  0.038186030  0.562378037 -1.5268088981
# 60 -0.839372221  0.734234580 -0.227588977  0.237075981 -0.2340637802
# 61  0.766155100  0.302089022 -0.458864913 -0.178549136  0.1005933158
# 62 -0.452688803  1.354876864 -0.334413280 -0.026079965 -0.0001120628
# 63 -0.149182319 -0.313232021  0.149335152 -0.603023313 -0.1716501506
# 64  0.001520098 -0.611340165 -0.349871666 -0.312598546 -0.5814189268
# 65  1.033101410  0.443635019 -0.055549751 -0.103767792  0.2700593663
# 66 -0.401529061  0.947906437  0.497953111  0.041531770 -0.4187739429
# 67 -0.135078570 -0.151356935  0.279532348  0.323474061  0.1736973235
# 68 -0.298627583 -0.550974250  0.115877548  0.104135040  0.8209403679
# 69  0.003701252 -0.305750070 -0.294962796 -0.334631526  0.2575451150
# 70  0.628610234  0.049300578  0.462309182 -1.053785162  0.4068987998
# 71 -0.187883602  0.115078091 -0.286168792 -0.110088854 -0.7986313370
# 72  0.366285502  0.891316779 -0.258047703  0.304653950  0.4879387200
# 73  0.697663061 -0.202745455  0.069124262  0.293208093 -0.2890849036
# 74 -0.856166842 -0.725123553 -0.168354112  0.224880594 -0.1395715179
# 75 -0.253496458  0.004745715  0.167300728 -0.319796967  0.4007806323
# 76 -0.220321216  0.040827345  0.044698125 -0.501131048 -0.1882169167
# 77 -0.732857790 -0.598917543  0.484233078  0.760105490  0.4460818563
# 78  0.463785980 -0.717210828 -0.365530009 -0.009718621  0.4981916571
# 79  0.244938015 -0.571451863 -0.112842934 -0.368827425  0.1259610207
# 80 -0.898056786 -0.056908951 -0.570093239  0.414126405 -0.1080175086
# 81 -0.267995220  0.136981437 -0.558507068 -1.174136042  0.3774286973
# 82 -0.026008156  0.440628446 -0.078753178  0.299205033 -0.2725414797
# 83  0.629720954 -0.310450163  0.253517622 -0.574281902 -0.3520877890
# 84  0.222608286  0.251006664 -0.400046539  0.237222570 -0.0263745977
# 85 -0.625971564  0.329901497  0.564756355 -0.251819608 -0.2451333631
# 86 -0.662786622 -0.596676079 -0.452232908  0.395732752 -0.3322252468
# 87  1.151983058  0.778805745 -0.584173157  0.047146726 -0.7268995049
# 88  1.029786086  0.313603775 -0.209883267  0.745607479  0.7147882483
# 89  0.072322214 -0.325654558 -0.420859390 -0.018612586  0.6645197278
# 90  0.003613275  0.427991877 -0.346707837 -0.579943164 -0.0225165513
#             PC54        PC55         PC56         PC57         PC58
# 1   0.5746630221 -0.15738814 -0.080375521  0.071366951 -0.475235918
# 2   0.4647466888  0.37339446 -0.334014086  0.056424979  0.661566359
# 3   0.0083226772  0.38939771 -0.333158918  0.059648409 -0.301062558
# 4  -0.2417183660 -0.34072163 -0.216774876  0.086593090 -0.335448870
# 5  -0.3220518666 -0.25298703  0.268801318 -0.207031896 -0.177093650
# 6  -0.5921503542 -0.14921702 -0.046730034  0.015528475  0.584469788
# 7  -0.5640675474 -0.02771876 -0.072747534 -0.005909851 -0.090834602
# 8  -0.1560598366  0.47007143 -0.478607809  0.431113752 -0.126271994
# 9  -0.3397451167 -0.56015787  0.027180658 -0.025365629 -0.785023352
# 10 -0.6442740654  0.71309204  0.206780284  0.011921944  0.145076305
# 11  0.2053891030 -0.13248841  0.136933818 -0.680174942  0.007832426
# 12  0.2805916193 -0.37398342 -0.272486363 -0.262638032  0.727861525
# 13  0.4163048805 -0.20985452  1.126507935  0.482238739 -0.484988977
# 14  0.2269537005  0.32717732 -0.739520405 -0.355179599 -0.253880403
# 15  0.1394853156  0.34388080  0.142333082  0.175272726  0.346080699
# 16  0.5405631219  0.31125302  0.241754607 -0.325114219 -0.397595464
# 17 -0.0023804143 -0.29281943 -0.229970305  0.456389609 -0.688715252
# 18 -0.2209222292  0.08267616  0.120570639  0.079857170 -0.001667205
# 19 -0.0055849702 -0.18527765  0.008836018  0.154306636  0.234723557
# 20  0.2552671524 -0.24217475  0.122701859  0.436390568 -0.705504999
# 21  0.1629601050 -0.43716631 -0.410273556 -0.289635294  0.716967117
# 22 -0.0184771641  0.76912715  0.154131605  0.112345902 -0.447098688
# 23 -0.4579294695  0.27396125 -0.091591101 -0.297095036 -0.177038540
# 24 -0.1983677533 -0.38058113  0.087633813 -0.223878051  0.414722811
# 25 -0.4421732687 -0.02358224 -0.066222435  0.239841748 -0.418965782
# 26  0.6417024938  0.12394701 -0.185504742  0.249289650  0.431029778
# 27  0.0003960906 -0.24607147 -0.033798102  0.273589985  0.075890551
# 28  0.0409191820  0.32502177  0.270875995  0.049324858  0.312441945
# 29  0.0361046582  0.05176949  0.313065705  0.018310624  0.214449450
# 30  0.2201241379 -0.40810731 -0.441404899 -0.158059427  0.092563035
# 31 -0.0891668568 -0.07632959 -0.652559919 -0.008934423  0.759321566
# 32 -0.2922613790  0.10324731 -0.046015787  0.081462249 -0.017925027
# 33 -0.1945529086 -0.21802926  0.355071646  0.533051897  0.414095063
# 34 -0.2105023783  0.56976084  0.545619114 -0.363423912 -0.280179997
# 35 -0.5180758822  0.11722778 -0.429711933 -0.419959571 -0.027850902
# 36 -0.1062901192 -0.06854444  0.475459766  0.567429105  0.852905206
# 37  0.0015499380  0.33607014 -0.457922610 -0.060076870 -0.160698670
# 38 -0.9475318545  0.32290270 -0.140526155  0.411752156  0.249630554
# 39 -0.0639355832 -0.06252852 -0.320904946 -0.258954366  0.379148434
# 40  0.2326750513 -0.09161199  1.041447177  0.504304673  0.396930293
# 41  0.0581887639  0.06913155  0.400151830  0.248286406  0.294218847
# 42  0.4122679146  0.27658421 -0.352080050 -0.076741504 -0.212493525
# 43 -0.4566824961 -0.08124810 -0.016445151 -0.036756427 -0.259765243
# 44  0.0948659374  0.11471583  0.391661524 -0.712478231  0.067289530
# 45 -0.0528895809  0.63511914  0.047192643 -0.035504011 -0.140715604
# 46  0.7779983309 -0.58229749 -0.509337816  0.106406785  0.448765717
# 47 -0.0004176371 -0.67722270  0.101459977  0.651807846  0.340251161
# 48 -0.4251126981 -0.79570710 -0.095247187  0.129910186 -0.346117586
# 49  0.7203402469  0.44192610 -0.325543018  0.323323284  0.349010013
# 50  0.3550919267 -0.69471643 -0.144265143  0.542220266 -0.183865494
# 51 -0.3516153793 -0.06218428 -0.518962727  0.043121747 -0.459848967
# 52 -0.6612530129 -0.71745692  0.028438507 -0.004612898 -0.312581984
# 53 -0.0593669746  0.38144037 -0.309747167 -0.030041145 -0.191130154
# 54 -0.4365132749  0.02349875 -0.036119343 -0.500591298 -0.128635651
# 55  1.0335256218  0.73281593  0.437491486  0.121978620  0.062096708
# 56  0.2047431539 -0.52715062 -0.243577035 -0.328480464 -0.394135245
# 57 -0.5253179073  0.59971237 -0.104779518 -0.563154890  0.376173574
# 58 -0.0696895904  0.20071549 -0.119790307 -0.208101127 -0.247618717
# 59 -0.4647243819  0.43555191 -0.207385663 -0.661978484  0.033327652
# 60  0.4780106447 -0.41361939 -0.470956084 -0.640809169 -0.033675610
# 61  0.2373736325 -0.09122948  0.419563181 -0.545917138  0.235139079
# 62  0.7044502607 -0.15961674  0.365360462 -0.389772986  0.339408544
# 63  0.2996360549  0.09976566  0.919127805 -0.192040873  0.055460991
# 64  0.1384330764  0.63891309  0.175524153  0.474056629 -0.104210977
# 65  0.1551590654 -0.10063443 -0.042335895 -0.704339820 -0.141478750
# 66  0.3776839439 -0.05106618 -0.426037484  0.182821138 -0.084869166
# 67 -0.9977924476 -0.47242629  0.058009337  0.271645712  0.568975958
# 68 -0.9199281120 -0.03792161  0.652815173 -0.509733079 -0.043122264
# 69  0.3638021771  0.06563369  0.758049851 -0.334470858  0.001579791
# 70 -0.3946677805  0.46301301  0.029440985  0.123372277  0.006964866
# 71  0.0090545061 -0.11181809  0.003800603  0.598896512 -0.075051683
# 72 -0.2199161884  0.69607516 -0.463192207  0.771566579 -0.275465766
# 73  0.4077276431 -0.34647496  0.305698155 -0.687193774  0.309552957
# 74  0.1894963091 -0.20299109  0.490904515 -0.148970384 -0.707534395
# 75 -0.5777199020 -0.86247454 -0.057572258 -0.698074605 -0.054284609
# 76 -0.1262259550 -0.58516354  0.202655088  0.522266603  0.140437782
# 77  0.1463217041  0.29797548  0.086544807 -0.126734597 -0.123999322
# 78  0.3844522045  0.20471216 -0.105303517 -0.083999799 -0.338393472
# 79  0.6085510545 -0.57236415 -0.730829297  0.130856623  0.234325433
# 80 -0.7178502701  0.07314824  0.428479325  0.608485307 -0.009587495
# 81  0.3470142540  0.58896661 -0.576802861 -0.196995321 -0.106409851
# 82  0.3569146724  0.37428288 -0.276058720  0.205017121  0.049705097
# 83 -0.0050027282  0.05887997  0.553752459 -0.019215976  0.008295014
# 84  0.7735552903 -0.24868241  0.393512752 -0.141137435 -0.245755145
# 85 -0.3661219099  0.76857494  0.211420734 -0.068438491  0.399838485
# 86 -0.4903751802 -0.54146986  0.077255061  0.038995505  0.089106645
# 87  0.6237902686 -0.37537476  0.416131802 -0.165553473 -0.422497868
# 88 -0.1387378260  0.26688521 -0.543975689 -0.045223423 -0.024072461
# 89  0.3570623316  0.03190451 -0.227503051  0.789959084 -0.086395434
# 90  0.0219106895 -0.29526858 -0.615478025  0.355742673 -0.320837017
#            PC59          PC60        PC61         PC62         PC63
# 1  -0.004405691  0.1469708070 -0.03544202  0.119214564  0.438855966
# 2  -0.303676673  0.0840286129  0.11976146  0.128951082 -0.619432342
# 3   0.640200071 -0.0426664764  0.12422383 -0.295969312  0.159232844
# 4   0.180478738  0.3125890492 -0.01401855  0.242505801  0.004308456
# 5   0.232594730  0.1848711922  0.18718544  0.361453889  0.044675725
# 6  -0.621452907 -0.2753281655  0.21862640 -0.493299269  0.040350708
# 7  -0.626704023  0.1038883431  0.48800058  0.637523793  0.372915963
# 8   0.391754522  0.2798961711  0.10379631  0.288169165  0.103518168
# 9   0.142370546 -0.4960228555 -0.53545962  0.071239993 -0.257783694
# 10  0.126816628 -0.0864505744  0.14677270  0.162841679  0.136515663
# 11  0.464593338 -0.2213083487  0.42859768 -0.523028922  0.148601617
# 12 -0.365971211  0.0489660936  0.07136971 -0.221921001  0.453235715
# 13 -0.122116150 -0.1526924860  0.52626933 -0.337274660  0.340606055
# 14 -0.331799965  0.2618268684  0.03708195  0.121646095  0.459892627
# 15  0.001696673  0.3962575927 -0.04437852  0.245217780  0.017243884
# 16 -0.273266264 -0.3494997544 -0.25592051 -0.231306870 -0.078690862
# 17 -0.185525133  0.4715860050  0.27017188 -0.551824584 -0.290211261
# 18  0.268967541 -0.0877458666 -0.11716498  0.201881113  0.268311520
# 19 -0.263693937 -0.2837831095 -0.26078870 -0.476809116 -0.278800997
# 20 -0.163824289  0.5147645483 -0.12271006 -0.374700106 -0.184683135
# 21  0.330485220  0.3970094669 -0.19449995 -0.084703330 -0.416061593
# 22  0.269429263  0.1958962748 -0.21270422  0.358533217 -0.426061710
# 23  0.232388918 -0.2541947539 -0.30749265 -0.050429393 -0.040917821
# 24 -0.016100056  0.3325326252 -0.28448481  0.348237888  0.024819592
# 25 -0.047407135 -0.1867324405  0.28085239  0.168631742 -0.303856418
# 26  0.375526075  0.1571117156 -0.02955304 -0.076159870 -0.058683984
# 27  0.015712233  0.0422944729 -0.04903212  0.306980217  0.731281593
# 28  0.291495973 -0.8225423380  0.07899007 -0.004760462 -0.270636369
# 29  0.482395029 -0.2690587650  0.23408510 -0.234879627 -0.063224625
# 30  0.043662825  0.1363439967  0.46766743 -0.287148685 -0.097969771
# 31  0.324186074 -0.2659011694  0.29138480  0.676819615 -0.105442069
# 32  0.033025491  0.1131238314 -0.06169636  0.093665392  0.132846680
# 33  0.618821843  0.3053912048  0.15280964 -0.210232468 -0.057021308
# 34  0.115161058  0.1107711527 -0.49162404 -0.019652244 -0.003727944
# 35  0.243676765 -0.1373630818  0.03713091 -0.080051178  0.201694529
# 36  0.027355254 -0.3297464185 -0.02004179 -0.470666660  0.073544581
# 37 -0.026332672 -0.1201071249 -0.10578632 -0.460199750  0.128938179
# 38 -0.038332008  0.2620662475  0.39738560  0.008937317 -0.645682735
# 39 -0.266828332  0.5169940505 -0.26981668 -0.242011812 -0.061258872
# 40 -0.013261215 -0.0751064678 -0.21150510  0.272614936  0.134238781
# 41 -0.477328867 -0.2155276285  0.24203361  0.091988616  0.196124043
# 42 -0.326836652 -0.3378919504  0.03069068  0.305792949  0.225273926
# 43 -0.026474973  0.0283559242 -0.12145714 -0.391863547  0.149848640
# 44  0.110198994  0.0371235621 -0.23168009 -0.201801852  0.251120297
# 45  0.170906953 -0.4956748082 -0.53922889  0.137211903 -0.210985371
# 46 -0.071671606  0.2875021525 -0.20381458  0.355789899 -0.289715180
# 47  0.877023111 -0.4284623323  0.01429402  0.264481182  0.351714999
# 48 -0.308732840 -0.4516266226 -0.17188592 -0.196889710 -0.026353406
# 49 -0.400556732 -0.4256052210 -0.41373254  0.118539236  0.079862803
# 50  0.034002440  0.2774797251 -0.11728827 -0.319456427 -0.199925400
# 51 -0.262192277  0.0009504653 -0.11139215 -0.117791267 -0.016638502
# 52  0.048840375 -0.3932022331 -0.07166745  0.153703643  0.105891981
# 53  0.448037844  0.5489736887  0.11535161 -0.217778367  0.006329424
# 54 -0.122734135 -0.3990970756  0.28274496  0.100031542 -0.143332366
# 55 -0.304195145  0.0050285896 -0.26819673 -0.136143933  0.150352603
# 56  0.282797275 -0.7008597105  0.20072626 -0.123731271 -0.383395601
# 57  0.146124020  0.2528325885 -0.03369430 -0.380142408  0.457139413
# 58 -0.003211276  0.4287720249  0.47230930  0.332401443  0.102681227
# 59  0.012369295 -0.2586407133 -0.11823499  0.262675774 -0.170866462
# 60 -0.173513817 -0.1124339626 -0.66329004 -0.126464478  0.151040441
# 61 -0.391952253  0.0224760431  0.58696209 -0.147440145 -0.073227755
# 62  0.453639968  0.2827738821  0.35936605  0.100727193 -0.115204443
# 63  0.112158249  0.0596098604 -0.19627488  0.390245402 -0.239655633
# 64  0.260961418 -0.3012863837 -0.10806443 -0.233660784 -0.060809938
# 65  0.168423411  0.1407117119 -0.04385288 -0.248283444  0.100590268
# 66 -0.268539922  0.0121742736 -0.01786442  0.096791142 -0.004403929
# 67 -0.104131967  0.7038504088 -0.98085145 -0.087534769 -0.020579734
# 68 -0.696182227  0.2182731204  0.33659335 -0.021782115 -0.085780444
# 69 -0.178152131 -0.0872386576  0.06249248  0.306907993 -0.190346908
# 70 -0.326753831  0.2944597915 -0.13162042  0.003848703 -0.173350867
# 71 -0.023011101 -0.0142838874 -0.22285290  0.036197442  0.542585342
# 72  0.130552266 -0.1508260617 -0.46676778 -0.067192073 -0.065232154
# 73 -0.001056860 -0.3349799808  0.01565938 -0.057700236 -0.044338223
# 74  0.459782945  0.0515960109  0.16175820  0.217075136 -0.152516650
# 75 -0.044665926  0.1325971789 -0.04291223  0.287682963 -0.074996282
# 76  0.039815644  0.2049136350  0.40224300 -0.436182977  0.251428047
# 77 -0.406218974  0.1803974406  0.05326601 -0.019985836 -0.267835137
# 78 -0.295436986 -0.0769388977  0.06840274  0.184853050  0.665031789
# 79 -0.237251933 -0.5771892250  0.06779812  0.280335969 -0.001793404
# 80 -0.694146727 -0.1413625948  0.33678664  0.208179244 -0.173895993
# 81  0.153783355  0.4236722296  0.36375243 -0.259235534  0.087431342
# 82  0.301608774 -0.1162008061  0.53630260 -0.066075854 -0.429362137
# 83  0.179987352  0.2788943263 -0.47637830 -0.009223816  0.313566531
# 84 -0.676924617  0.1254582086 -0.37461255 -0.004283034 -0.559347874
# 85  0.029977027 -0.1762403808  0.07143725 -0.134008157  0.080295498
# 86  0.382387188 -0.0898000663 -0.31296406  0.037980062 -0.109440345
# 87  0.389336812  0.7052249747  0.14670075  0.393223705 -0.107333240
# 88 -0.108717833 -0.0644586640  0.15139099 -0.053926719 -0.107624232
# 89 -0.499972178  0.1478890705  0.15218919  0.208741053  0.032507440
# 90  0.055751922 -0.4210931496  0.17128454  0.095137548  0.041990219
#            PC64         PC65         PC66          PC67          PC68
# 1  -0.114508838 -0.086838494 -0.016906761  2.084636e-01 -1.575469e-01
# 2  -0.333831582 -0.262273200 -0.091208793  3.806354e-01  7.665079e-02
# 3   0.338360406  0.214295306 -0.262301918 -3.501558e-02  9.348739e-02
# 4  -0.293415460 -0.017489110  0.171302831 -2.643957e-01  1.602225e-01
# 5   0.021250581  0.252803018 -0.207102721 -4.170343e-01  7.215546e-03
# 6  -0.089922061 -0.043795068 -0.142312795 -6.239533e-02 -7.901837e-02
# 7   0.210087875  0.161692082 -0.148559399  7.704883e-02  1.513224e-01
# 8   0.397348154 -0.280557904 -0.027916190 -1.464778e-01  5.089045e-02
# 9   0.332107183 -0.590195407 -0.293398004 -4.041362e-02  4.072043e-02
# 10 -0.070665116  0.114000081  0.115646828 -5.228145e-02  1.972441e-01
# 11 -0.289625131  0.075540642  0.308981453 -2.243305e-01 -2.626544e-02
# 12 -0.265260203 -0.500209031 -0.192894544  1.033490e-01 -1.473975e-01
# 13 -0.344422054  0.135390835 -0.212165804  1.226278e-01  2.550157e-01
# 14  0.164028250  0.256102002 -0.079814797 -1.084796e-01 -1.341867e-01
# 15 -0.327294464 -0.308693083  0.042706868 -3.708023e-02 -2.048875e-01
# 16  0.303221606 -0.342606596 -0.187948860 -1.722525e-01 -1.126990e-01
# 17 -0.024891875 -0.077204747  0.212516870 -2.005480e-01  3.711276e-01
# 18 -0.150022142  0.057898691 -0.097086949 -5.938544e-02  8.431609e-02
# 19 -0.123213822  0.054111598  0.032880540 -7.632764e-05  2.038353e-01
# 20 -0.011028273  0.203788364 -0.013635460 -4.621801e-03 -6.685777e-02
# 21 -0.041819339 -0.089791894  0.336133885  8.820761e-02  1.298705e-01
# 22 -0.337030800  0.223194335 -0.317438444 -1.018780e-01 -4.533331e-02
# 23 -0.069814464 -0.028374022  0.120440082 -6.524074e-02 -5.628275e-03
# 24 -0.184101933  0.149718423  0.272531134  2.238895e-02  4.821503e-02
# 25  0.201436117 -0.248675703 -0.140201409 -2.202366e-01 -3.362692e-01
# 26  0.286489309  0.298499501  0.246122782 -1.873363e-01 -1.281100e-01
# 27  0.063664189  0.053348810 -0.062328359  1.972907e-01  1.236668e-01
# 28 -0.051782691 -0.044081195 -0.107215161 -7.537475e-02  2.197088e-01
# 29  0.067991177  0.191808691  0.154535587 -1.841109e-01  2.212451e-01
# 30 -0.149029594  0.025131049 -0.236890558  2.690122e-01 -1.881056e-01
# 31 -0.265940641  0.159889687  0.167809565 -1.413322e-01  1.903590e-01
# 32  0.247572295 -0.564855768 -0.324987540  1.346784e-01 -1.803789e-05
# 33  0.159484623  0.089326670  0.162782564 -7.625599e-02 -1.758771e-01
# 34  0.069058309 -0.420141906  0.177263052 -1.903293e-02 -2.610515e-03
# 35 -0.100488069 -0.215793475  0.309467441 -3.020750e-01 -1.234526e-03
# 36  0.489613015  0.408852808 -0.014521002 -8.673793e-02 -2.458837e-01
# 37  0.078962316 -0.368951242 -0.100645132  2.540330e-01  2.881934e-02
# 38 -0.287657111  0.264926317 -0.342471218  1.128596e-02 -2.507028e-01
# 39  0.112370003 -0.203072405 -0.275354420 -1.880617e-01  2.006368e-01
# 40 -0.206211096 -0.090606765  0.072488049 -6.846892e-03  3.656051e-02
# 41 -0.284346001 -0.196272189  0.078675900 -1.991865e-01 -8.116477e-02
# 42  0.105207695  0.232051733 -0.051517704 -2.714208e-01  6.129091e-03
# 43 -0.491768602  0.215821871 -0.001419808  8.425249e-02  4.317073e-02
# 44  0.228953891 -0.163607239  0.035780039 -3.828639e-01 -1.786471e-01
# 45 -0.218345512  0.098488579  0.013026251  2.049107e-01  1.405334e-01
# 46 -0.179702470  0.325143527 -0.047567950  1.094489e-01 -1.053587e-01
# 47  0.192190709 -0.093355530 -0.423425450  4.710049e-03 -3.148731e-02
# 48 -0.230827556  0.129685995  0.418765580  4.066803e-03 -5.470117e-02
# 49  0.480923500  0.036788289  0.310570227 -2.804263e-01 -8.932653e-02
# 50  0.179639735 -0.106346470  0.205854771 -6.122808e-03  2.364675e-01
# 51  0.090130179 -0.184905412  0.104713387  8.372094e-02  2.068873e-01
# 52 -0.289877110  0.128089920  0.273487909  1.288921e-01 -4.761040e-01
# 53  0.405542110  0.099885237 -0.159803772  5.044622e-02  6.554291e-02
# 54 -0.488024505 -0.320881069  0.093418177 -1.225348e-01 -5.846831e-02
# 55  0.143370489  0.002674637  0.284917629  1.289466e-01 -2.086068e-01
# 56 -0.055958607 -0.042744403 -0.018965204  4.512995e-01 -1.903770e-02
# 57 -0.409593120 -0.062677691 -0.304601044 -1.397350e-02 -1.484824e-01
# 58  0.093994820 -0.435163596  0.363949577  1.494055e-01  7.456386e-02
# 59  0.368229615  0.348219603  0.152835330  2.525093e-01 -1.782339e-02
# 60 -0.010890088  0.334493849 -0.122339577  2.876182e-02 -3.805454e-01
# 61  0.490857139 -0.165528122  0.121732609  1.853200e-01 -2.133695e-02
# 62  0.078853959 -0.043263063 -0.249479843  2.141522e-01 -2.644714e-02
# 63  0.006548148 -0.217142202  0.057141038  1.557696e-01  1.088838e-01
# 64 -0.319323395  0.263941909 -0.019549551  8.645330e-02  5.525334e-02
# 65  0.113658679  0.103804169  0.095935459  1.521500e-01 -6.492690e-02
# 66 -0.335579290 -0.015884379  0.132415576 -3.104249e-02  1.375253e-01
# 67 -0.172774266 -0.323999522 -0.166367826 -1.029299e-01  2.762735e-02
# 68  0.294627988  0.381332593  0.108580907 -1.838181e-01  1.559220e-01
# 69  0.238434990 -0.133962341  0.016986705  2.933131e-01  2.865297e-01
# 70  0.259746204  0.254849329  0.218239711  2.944052e-01 -2.220680e-02
# 71 -0.082240766 -0.131531454  0.218625401  7.782458e-02  2.242928e-01
# 72 -0.013057768  0.277951863 -0.131689707  2.491248e-01 -8.571321e-02
# 73 -0.007276311  0.188785357 -0.371346403 -1.718379e-01  3.044186e-01
# 74 -0.118911268 -0.014083194  0.071018985 -8.140435e-02 -3.090322e-01
# 75  0.345283782  0.288757326 -0.237893654  1.291178e-01  4.462983e-02
# 76  0.121250516 -0.052138331 -0.020604151  9.843103e-02 -7.362378e-02
# 77 -0.310476265  0.091203848 -0.288851406  4.714804e-02  1.077758e-01
# 78 -0.369265209  0.258770653  0.011327368  3.540052e-01 -1.790036e-02
# 79  0.221737743 -0.098967644 -0.144855257 -2.276805e-01  2.087351e-01
# 80  0.430853632  0.048234424  0.025502108  1.383763e-01 -2.865224e-01
# 81  0.108967008  0.204379479 -0.062627205  4.088372e-02  1.583843e-01
# 82 -0.058742311 -0.288186164  0.071609696 -9.594374e-02 -2.446405e-01
# 83 -0.035512419  0.344183285 -0.086190445 -5.410684e-02  1.544738e-01
# 84 -0.094086953  0.275916160 -0.216666741 -3.622445e-01 -4.983714e-02
# 85 -0.061491804 -0.298801755  0.094813959 -2.386282e-02 -7.308584e-02
# 86  0.397316132  0.072303832  0.211629045  4.538146e-01  2.332331e-02
# 87 -0.127534691 -0.107949354  0.151691504 -1.065110e-01 -2.196967e-01
# 88  0.011976627  0.079629484  0.249854640  1.484080e-02  5.311694e-02
# 89  0.056059004 -0.188784195 -0.011204440 -1.481730e-01 -6.558361e-02
# 90 -0.109816657 -0.005323528 -0.064435639 -1.901305e-01  3.622474e-03
#             PC69          PC70
# 1  -1.467964e-01 -0.1260722087
# 2   1.052175e-02 -0.0009055302
# 3   8.651732e-02  0.0372253500
# 4   7.082891e-03  0.0126503546
# 5  -7.147226e-02  0.0090997227
# 6   1.979016e-02 -0.0319410882
# 7   5.105299e-02 -0.2104380973
# 8  -1.412151e-01  0.0640117534
# 9   2.392622e-01  0.0245154396
# 10  1.413682e-01  0.0757509169
# 11  1.099331e-01 -0.3465681567
# 12 -5.961282e-02  0.0522763848
# 13 -4.477437e-02  0.1357528254
# 14  2.225261e-01 -0.1901140930
# 15 -1.472798e-01  0.1476515145
# 16  2.541092e-02 -0.0213463437
# 17 -1.036327e-01  0.0355133786
# 18  1.899642e-01  0.1893349001
# 19 -1.976879e-01 -0.0506083462
# 20  1.661870e-01 -0.3327275161
# 21  4.379621e-02  0.0422368874
# 22 -1.626719e-01  0.0411206142
# 23  4.938955e-03 -0.2224662879
# 24  2.454610e-02  0.0776321995
# 25 -1.291090e-01 -0.1202986248
# 26  8.122667e-02 -0.0280923121
# 27 -3.755353e-02 -0.1061932917
# 28 -1.690053e-02 -0.0556076518
# 29 -1.182519e-01  0.0950272426
# 30  8.065093e-03 -0.0501392700
# 31 -1.642973e-01 -0.0983467097
# 32  7.213664e-02 -0.1410503442
# 33  1.747463e-01 -0.0270995392
# 34 -6.692968e-02 -0.1985843232
# 35  1.280270e-01  0.0042708569
# 36  1.642944e-01 -0.0516888639
# 37 -8.063565e-06 -0.1771587936
# 38  1.299721e-01 -0.0017430899
# 39 -1.913495e-01 -0.0692360266
# 40 -1.885474e-01 -0.3142918832
# 41 -9.578010e-04  0.0930154108
# 42  2.883062e-02 -0.0543676477
# 43  2.884807e-01 -0.0045768137
# 44 -2.342235e-01  0.0128896990
# 45  2.064120e-01  0.0515633913
# 46 -6.585710e-02 -0.1842808666
# 47  9.382193e-02  0.1204602800
# 48 -5.804231e-02  0.0487827631
# 49  1.640717e-01  0.1305709273
# 50 -1.497234e-02  0.0618223703
# 51 -2.059449e-01  0.2543106176
# 52 -2.226991e-01  0.0982377887
# 53 -1.936213e-01  0.0469478033
# 54  8.900810e-02 -0.0872630567
# 55 -1.200689e-01  0.1976745571
# 56 -5.801310e-02  0.0245298518
# 57 -6.168693e-03  0.1820939500
# 58  1.550818e-01  0.2227371626
# 59 -8.611068e-02 -0.0770692652
# 60  3.102949e-02  0.2373088620
# 61 -1.613126e-01  0.0771377929
# 62  9.030791e-03 -0.0818060868
# 63  2.676906e-03 -0.0731985207
# 64 -1.019687e-01  0.1434888010
# 65 -2.583597e-02  0.0414052660
# 66  1.442017e-01  0.0056044387
# 67 -2.996169e-02  0.0394083136
# 68  8.380329e-02  0.0633323215
# 69  1.988977e-01  0.1265114836
# 70 -1.533177e-01 -0.1953946744
# 71  7.769113e-02 -0.1703997384
# 72 -1.216606e-01 -0.0340885728
# 73 -8.997803e-02  0.0408789249
# 74 -2.871730e-01 -0.0946125716
# 75  1.098215e-01  0.0911651188
# 76 -3.277131e-02  0.0065088930
# 77  6.514533e-03  0.0333227153
# 78  9.233028e-02  0.0006483430
# 79 -1.851604e-01 -0.0990476990
# 80 -1.685664e-01  0.1052147469
# 81 -2.168380e-02  0.0443019794
# 82  2.308115e-01  0.0388214862
# 83 -1.598777e-01  0.0739799938
# 84  2.311290e-01  0.0100481174
# 85  1.135598e-01 -0.0483907473
# 86  2.140343e-01  0.0097671045
# 87  1.675240e-01  0.1312915760
# 88 -1.634292e-01  0.0510299200
# 89  2.514335e-01  0.0350171775
# 90 -1.340958e-01  0.1813143625
# 
# $prop_expl_var
#  [1] 0.18 0.04 0.04 0.04 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.03 0.02 0.02 0.02
# [16] 0.02 0.02 0.02 0.02 0.02 0.02 0.02 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.01
# [31] 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.00
# [46] 0.00 0.00 0.00 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] "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   2.45227492 -2.35891425  0.75306738  1.24060510  1.13995180  0.71278692
# 2   2.39657916 -0.51041693  0.82994409 -3.27267068  1.22642588  1.80393210
# 3   5.17938581 -1.63536359 -0.69661913  0.75071391  2.29499818 -0.98680418
# 4  -5.82896711 -0.98413111  1.03747827 -1.27408636 -0.78636116  1.26850539
# 5   3.40877061  0.23015584  0.35417775  0.95434264  3.44723463 -1.44063825
# 6  -0.23796248 -1.82579862 -1.49550164  0.11703466  0.16668741 -1.29208074
# 7  -4.12678319 -0.35122074 -2.04664848 -0.82145223 -0.03357900 -1.67225144
# 8  -1.69169716  2.45749938 -1.64439133 -1.84600699  2.71807548  0.46244044
# 9   1.75459772  0.15405766  2.39567178 -1.47885594  1.47005120 -2.98016617
# 10  1.98360731 -1.24306295 -1.44932564 -0.40001610  0.13182995  2.01107699
# 11 -1.74753822  1.26996798  0.02612659 -0.67616326 -1.27643129  1.98151251
# 12  0.40442168 -0.73571284 -0.36292634 -0.05697875  0.73334081  1.24145717
# 13  6.04729822 -0.12956762  0.21500583 -1.84703476 -1.52766673  0.92558886
# 14 -1.87090335 -1.89461461  2.26944978 -1.22960255  2.38238083 -0.01495905
# 15  0.16806692 -1.35186555  0.92526780  2.25344733  0.01693610 -0.01153415
# 16  1.71372217  0.14199873 -0.07284432 -1.09482023 -1.04247901  0.38127211
# 17 -1.37243599 -2.02907290  2.11613987  0.51863563  0.67639984 -1.48905701
# 18  1.66935732 -1.56236798 -0.94462502 -0.87568326 -1.00577713  1.45525864
# 19 -7.63813740 -2.45364073 -0.69894050  1.45900941 -0.88062896 -2.85942583
# 20  0.13613221  0.61400241 -1.94571651 -0.28806347  1.17606409 -1.38896916
# 21  6.59885952 -1.94979323  2.04601867 -1.33317808  1.88049520  0.17323601
# 22  1.25606271 -1.68347748 -0.02779847 -0.96919302 -0.10105117  0.35797321
# 23  1.32952477 -1.55487924  0.48573889 -0.88299926 -3.05116995  1.45889447
# 24 -1.78217485  0.89286493  3.00075044  2.86226845 -0.39766801 -1.63212425
# 25  2.68743632 -0.38256424  1.22329934 -2.17804258 -0.73499670 -0.21557478
# 26  2.37031748 -0.59639160  1.18864570 -0.74314751 -0.62925368 -0.77586693
# 27 -6.26071843  0.59257317 -0.91340079 -1.42576690  1.14146455 -0.70786125
# 28  3.54994689  0.37324490  1.31322083  0.92865034  0.99038522 -1.98567620
# 29 -8.64649596 -1.08404404 -1.09389773 -0.73131128  1.49020773  0.91662515
# 30  0.70162300 -0.87090518  1.38137987 -2.51020311 -1.76104091 -3.85678157
# 31 -4.00939563  0.29048726 -0.85605989  0.34166696 -0.33342810 -1.66133603
# 32 -5.92531080  2.38629874 -0.69217566  3.45155833 -0.20812199  0.88520300
# 33  0.65856808  0.15771116  0.08111211  0.79201490 -1.33007205 -3.84944422
# 34  2.43451335 -1.41144804 -0.54485635  3.76065109 -1.73186113  0.21460764
# 35  6.25058414  3.74951682 -1.09355052  0.60208024  2.43247801  2.25666570
# 36  3.15889247  0.34582461 -0.49591916  0.59209542  0.10161321  1.38632636
# 37 -3.01428702 -2.35693977 -2.17934937  1.98062995  2.12648781  1.88758479
# 38 -0.97974303  1.48097050  2.01926118  2.10553896 -0.03179513  0.40599438
# 39  4.43723706 -0.33820620 -0.21687690  0.78923795  0.70631641  2.21873319
# 40  4.74911054  2.72257469  2.82282146 -0.91707725 -1.30859139  0.99324903
# 41  1.41170899  0.28418816  1.20084262 -0.22324701 -0.61136193 -1.21748166
# 42  0.87671326  0.87697110 -1.25880843 -1.21685905  0.72744185  0.08279626
# 43 -3.59690580  1.40930675 -0.54563834 -0.87540604  1.60751143 -2.31795283
# 44 -4.05196419  1.19924155  3.46348215 -3.49783489 -0.30772761 -1.87455206
# 45 -4.41565051  1.44047078 -2.18253386 -0.42391934 -0.25043146  0.83297224
# 46  3.82017713  0.28281822 -2.99263889 -0.08641079  0.54329393  0.82894872
# 47 -0.39764686 -1.93318922  1.80209515  0.82737289 -0.19446937  1.03853369
# 48  3.83147848 -0.43958198  0.81996049 -0.14714102  0.08374739  0.84444594
# 49 -2.64468882 -0.86982098 -0.43942230  1.15323021 -0.71662339 -1.55955458
# 50 -5.40505272  3.68886192  0.21712550  0.05127427 -0.28587408  1.54316174
# 51  0.97318810  2.25633986  0.44065388  0.23131969 -2.86068883  0.67038713
# 52 -2.52408339  0.80389483 -0.96838647 -2.78996706  4.49062328  1.31110876
# 53 -1.02828252 -0.69834926  1.68312478 -2.83163507 -1.13869859  0.81654186
# 54  0.21507367 -0.71617239 -1.43678048 -1.27709286 -1.11121349 -1.41594984
# 55  0.59610453  1.74854137 -2.01737447 -1.55257837  1.65704592 -1.72869470
# 56 -2.98249127  2.19881976 -0.12588775  1.14312979  0.63188783  0.15581577
# 57 -1.05899913  1.69524703  2.14665037 -0.71485161 -0.11278682 -0.07169248
# 58  3.97098192  0.66410337 -1.28943621  0.38510577 -0.17121374  0.43671003
# 59 -4.45548783 -0.57241356  4.32673999  1.11559307 -0.92110431  0.79890692
# 60  0.48631553 -0.62767013 -2.16432795  1.77277398 -2.32593625 -1.20978978
# 61 -1.60365897 -0.85176928  0.67966549 -0.15031891 -0.71379739 -0.78001028
# 62 -4.14491469  0.95364432  0.18513361  2.45876496  1.50023374  0.87007513
# 63 -5.59675365 -0.03550505 -1.31456230 -1.91150032 -1.25888452 -1.44333164
# 64 -5.40403631 -4.33274341 -2.32539433 -0.59883767  1.35967122  0.98514860
# 65 -0.53237970 -3.00723309 -0.40856667  0.02690231  0.71506170  2.06478610
# 66  3.43164764 -0.16138632  0.84055841 -0.85641062  0.72351350  0.02881622
# 67 -0.54432058  0.30571483 -2.54897970 -1.17040737  0.49909275 -1.45054665
# 68  2.19973010 -1.90460169 -1.24048404  2.27107195  0.20530336 -0.02385287
# 69  3.85939218 -1.23531764  1.07521845  0.48984701  3.23520680 -2.22910652
# 70  4.78887186 -0.87176543 -1.78884727 -2.40054331 -0.66520793  1.92611342
# 71  5.57021749  0.09261405 -0.36438169  1.16276307 -0.59293109 -0.46905197
# 72  4.77086453  2.11366368 -0.26729712  0.37165793 -1.79833907 -2.51388246
# 73  3.33336620  4.44014529 -4.05342699 -2.12453475 -0.24605370  0.61602712
# 74  0.36364260 -0.28683831 -1.87691498  2.62268498  0.31924791 -0.80662759
# 75  1.53564214 -0.49542781 -2.20936552 -1.39276607 -4.44027937  0.49289312
# 76 -1.78939250  0.38360423 -1.10763340  1.40240967 -0.18978942  0.83981057
# 77  1.55526270 -0.97827026  1.13427931  1.71125879 -0.00847647 -0.77949397
# 78  0.55706163  1.74486433  4.03190913  1.82908662 -0.98091968 -0.50435666
# 79  2.32320441 -2.21843753  0.21960797  1.48505765 -0.80735859 -0.15260960
# 80 -0.05396309  1.68798263 -0.15664645  0.57195678  1.45368079  1.57813263
# 81  1.08433255  3.97830404 -0.20615038  0.32652370 -1.02293922 -1.65269489
# 82  0.81097911  1.47523147 -0.92163533 -0.22064470 -2.88121295  1.95368702
# 83 -1.04697918  0.50510825  2.07497301  0.56742758 -1.46075522  2.09459128
# 84 -4.85309985  2.32689895  2.61324132  1.47187628  2.39655246  3.60096075
# 85 -1.75413474 -1.26389273 -0.05907958  0.78611228  0.22561219 -0.81401323
# 86  1.06492699  0.28600306  2.04685898 -1.20250944  0.39129141  1.76330796
# 87 -0.26608070 -1.94707090 -3.20372915  1.05554452 -1.46698651 -1.11487020
# 88 -0.46343189  2.70356068 -0.14375821  1.82987679  0.27709378 -2.39684158
# 89 -7.91070588 -1.11417035  0.90533128 -2.52876633 -2.65497284  2.17263737
# 90  2.72988126 -1.54986655  0.69748249  2.42573232 -1.12393027  1.60126883
#             [,7]        [,8]        [,9]       [,10]        [,11]       [,12]
# 1   1.8223699647  1.00753577 -0.28370330 -0.11141464 -0.781933038  0.37589398
# 2   1.7427267230  0.75789523  2.00666708  0.66165012 -1.113016527 -0.05840620
# 3   0.5948163314  1.12602833 -0.20784530  1.72109451  0.548194119  1.45794801
# 4  -0.4261177197 -2.12269677  0.41824041 -1.57556656 -2.653401411  0.85656120
# 5   1.5769014912 -0.08457600  1.45824972  0.85427370 -0.362469575 -0.54451244
# 6  -2.2441955386 -0.43509147  1.34527404  0.95841808  0.038657624 -1.26309628
# 7  -0.0724979332  1.03674719 -0.09732979 -1.33855478  0.458593473  0.79592254
# 8  -2.6663619739  0.76609597 -1.46111188  1.85063468  1.909938207  0.60187855
# 9   1.5056285139  1.39833139 -1.78562434 -0.20910105  0.038110804 -0.34621878
# 10  1.3119150803 -1.29065385 -0.16076307  0.29443602 -1.980901682  0.55126320
# 11 -2.5132265483 -0.45905673 -1.01206402 -0.18771190  1.349820573 -0.99355386
# 12  0.6738760647  0.29448591 -1.20580862  1.60962749 -0.475731923 -0.42728910
# 13 -0.5292396013  0.68724541  0.47604218  0.09322782  2.465877090 -1.47747782
# 14  2.3119429851 -1.46325140  0.96256921 -1.52678119  2.466273231 -1.17366563
# 15  0.1567383531  0.56457298  2.67465366  1.46354851 -0.920391292  2.15081083
# 16 -1.6327461264 -2.62351158 -0.65944899  0.24732591  1.194462006  0.02574236
# 17 -2.3573149153 -0.50960543 -1.00593159  0.38777192 -2.149770780  1.16025899
# 18 -1.6343592574 -0.34738554  1.00537859  2.71636178  2.678369524 -1.22454041
# 19  1.7016967374  0.60104737  0.25197317 -0.40817859  1.938029533 -1.14612280
# 20  0.6691279591 -0.44870213 -0.51815976 -0.81062864 -1.739253803  0.36929214
# 21  1.1000523942 -2.98568686 -0.06208134 -2.41896320  2.289994690  0.17504662
# 22 -2.2145606965 -1.64294449 -2.44906695 -0.09438456  0.083445003 -1.47759496
# 23  1.7591843050 -0.46150151 -1.35257739  0.42270748 -1.161967084  1.45587087
# 24  0.0001893817  1.72773281 -1.50609488  0.79109461  1.307770771 -1.59452790
# 25 -1.2329684117  1.35694962 -2.15090557 -0.69526799 -0.416345756  0.03706082
# 26 -3.1982987361  0.63073213  1.43475704  0.79312674  1.021439053 -0.43753312
# 27  2.1698898372 -1.69004199  0.04140209 -1.07594836 -1.704731891 -1.83016625
# 28  0.4137016176  0.10272994  1.02121160 -2.15779634  1.744631821 -1.35984713
# 29  1.2276081278  0.76110474  0.74550513  2.93538032 -1.233804472  0.83673252
# 30 -0.2603769482 -0.23041401  1.62537638  4.62553405 -0.008316967 -0.61471276
# 31 -0.8452489650 -1.82948488 -1.16089859 -1.01450600 -0.776255113 -3.06514575
# 32 -1.2856966294 -2.94476610  1.26558992  0.90280820  1.134254220 -0.01694163
# 33  1.1627052902 -0.42440460  3.55474969 -2.49387376  0.437936625  1.95980911
# 34 -0.0135149273 -1.05883523  1.39160833 -1.23761954  0.387586559 -1.52539189
# 35 -0.7398537259  1.08413713  1.65814157  1.57111033 -1.639979992 -0.79814546
# 36  0.4971986983 -2.00246787 -1.08295273 -0.50736285 -3.766863708 -0.07031528
# 37  0.6161639577  1.95809017  0.62816901  0.43439960  0.534234095  0.73511586
# 38  2.2158228302  1.76662693 -0.97359634 -0.02952891  1.195131298 -0.29645736
# 39 -2.2540590646  0.38954611  1.12417867 -3.23385559 -0.675111975  0.89201224
# 40 -1.0924636459  1.84376613 -2.41408878  1.63668602  0.218206773  1.30472313
# 41  0.7465976848  2.43164938 -1.54593216 -2.16735416 -1.247155692  1.05436837
# 42 -0.3856764502 -1.40550515  1.42258128 -0.83825086 -0.394380213  0.44308947
# 43 -0.7421128797  1.71449054 -0.41033734 -0.27412790 -0.570249314  0.22033311
# 44  2.2130281058  1.47111055  0.80852540  1.57349413 -0.388290114 -0.02870611
# 45  0.1991179747  3.19751596  0.35422617  1.39971051 -0.824728022  1.73754375
# 46 -1.0529581555  1.34558509 -1.02721867  0.33151395  0.857981026  1.65408578
# 47 -0.5193404322 -0.41143473  2.16144736 -1.61214250  0.482668259  1.25468505
# 48  2.1936384571 -2.12689314 -1.18751773  0.05747271  0.190538526  2.30644428
# 49  1.3040356728  1.04697329 -3.07677748  1.99277780  0.972558495  1.80399084
# 50  0.9884709447 -0.90669984 -0.41288061  0.90160915  2.721996635  0.48040273
# 51  0.3104181062  1.36246006  1.39626510  0.12065729 -0.889890735 -2.38638642
# 52 -2.9717726737  1.70772430  0.90072775 -0.61067516 -0.184050787  0.53936418
# 53  0.3446697968  1.54687889 -0.68926726 -2.13519798 -0.939619925 -1.03877728
# 54 -0.0080799703 -0.68021221  2.32421414  0.05825048  0.408673904  0.39324103
# 55 -0.7757932421 -0.35135129  1.12246764 -2.10299294 -1.544782233 -1.58724610
# 56 -0.6022203947 -2.11957984 -0.60151537 -1.68973734  0.766709429  0.40140923
# 57  1.2396127332 -1.08962069 -3.03110872 -2.18294804  0.273142699  0.40129372
# 58  2.2193107888 -0.56084425  1.04631191 -0.43152914 -0.095332628 -1.15074416
# 59 -1.0742122739  1.01958420  1.90135098 -0.67567126  1.518465705  1.57730821
# 60 -0.6609247703  1.49488330  0.44625251 -1.43982456  0.809211816 -0.58425620
# 61 -1.6781790037 -2.50038784  1.21093113  0.50696267 -1.008490788  2.81087911
# 62  0.0537722446  0.27159504 -2.27354882  2.18387330 -0.401078858  1.39378033
# 63 -0.6685542664  1.36940531  1.88388220 -2.37163237 -0.327109387  1.35019735
# 64  0.7206564001 -0.82352015 -1.29453233 -1.35083644 -0.231063958  0.64338291
# 65 -0.6161513300  2.56693828 -0.96578164 -1.32838828  0.420948659 -0.51230974
# 66  1.4390518437 -1.07894169  2.20879643  1.89615187  1.481891421  1.03711877
# 67 -0.6834758044 -1.27216333 -0.85113555  0.84818186 -0.197800435  0.85435948
# 68 -2.1806237902  2.55181328  0.70986191  0.86416219  1.014553167  0.15337262
# 69 -0.4386300189 -0.76952688 -2.48508154  0.60091171 -1.644839744 -1.06952881
# 70  2.6301729973 -0.74161160 -1.45606945  1.89911765  1.424991985 -1.19174051
# 71  0.2475352845  2.50993294  0.53933377 -1.11951123  1.696283964  1.35597569
# 72 -1.9570797360 -1.63689208  2.99114110  1.51468757 -1.039503234 -1.21345385
# 73  1.1286010027 -0.30621049 -0.10417701 -0.82808326  2.052129339  0.87264401
# 74  2.9044092190 -0.73500176  1.65726707  1.75420722 -0.372304673 -1.01618703
# 75  1.1838732914 -0.99616563 -0.87645402  1.07176813 -1.900692879  0.92163398
# 76  0.5942824257  0.92263516 -0.50928572 -0.56368737 -0.177572653 -3.20641490
# 77 -1.7699630690  1.63410454  0.66415369 -1.19887117 -1.092381279  0.93955262
# 78 -1.8536392962 -2.22772631 -1.09914682  0.68791778 -1.473188043  0.84180630
# 79  0.2304303288  2.37536537  0.21349037  0.37045435 -3.180830531 -2.18997729
# 80  1.6028039859 -1.47183111  0.08390073 -1.05879117  2.433951847  0.72422249
# 81  0.0927646565  0.74163308 -0.23070850 -0.70164593 -0.747552728  2.50498888
# 82  2.3820782772  1.71130284 -0.46367894 -1.49693273 -1.178068266 -1.33413986
# 83  2.0441956633 -0.95475773  1.09252971  0.70788243  0.405145897 -1.41481898
# 84  0.7765288555 -1.94076786  1.72910158  0.58965269 -1.362609699 -1.80065226
# 85 -1.6569803440 -2.17091406 -2.07854658  1.19101421  0.041624828 -0.72911658
# 86 -2.3096684337  0.82256313 -0.10081870  0.01166098 -2.262133680 -2.42341146
# 87 -1.4287510593  0.04199860 -1.98704526 -0.15826780  1.133378795 -0.35565230
# 88  0.1448629864 -0.02734901 -2.41097525  0.14493738  1.005629807 -0.89114654
# 89 -1.4638311354  0.63745711  0.42342647 -0.53216004  1.204186811 -0.91747029
# 90 -0.4534564770 -1.99601440 -1.66232916 -0.25394389  0.478327381  2.37038221
#           [,13]        [,14]        [,15]       [,16]         [,17]
# 1   0.829664809 -1.221416339  1.504090534  0.16763216 -1.0951106263
# 2  -0.193931779 -0.684898985  3.117355040 -1.27420298 -0.9743276194
# 3   0.381395279 -1.509383008  1.328175392  2.25065124 -0.0097156705
# 4   2.100128281 -0.467442651  1.787649957 -0.57108328 -0.4699185436
# 5  -0.960470822 -1.047896926 -0.969223680 -0.28662801  3.4082317117
# 6  -1.363116505  0.318703507 -1.054476046  0.44488424 -0.6863334622
# 7  -1.270661833  1.691720717  1.227626358  1.10967154 -0.4091584367
# 8   1.088274772 -0.017773046 -0.504652753  0.11301565 -1.0790617377
# 9  -2.024159065  0.337532557  1.962462201  0.27511920  0.4731682226
# 10 -0.122347166 -0.398378622 -2.827979934 -1.86483734 -0.0599884149
# 11 -0.125097551 -0.358511248  0.173551334 -0.77516176  0.4987483710
# 12  0.008953180  1.618251681  0.978227429 -0.30956499  1.5402612062
# 13  0.592062241  0.900082664  0.627895031  0.12485646 -0.3872597966
# 14 -1.805924015  1.992726240 -0.644397169  0.61637803 -2.1160951976
# 15 -0.582122017  0.639649226 -0.541171137 -0.98754493  0.3559445491
# 16  0.104982586  1.823480664 -0.138739980 -0.21438223  0.6089247578
# 17 -1.092123698 -0.738364988  0.162808495  0.40634289  1.0383663552
# 18  0.403838822 -2.757041401  1.845943645  0.40754163  0.5099413840
# 19  1.072750887 -0.842892677 -2.524396773 -0.76064288  2.1218049644
# 20  2.564184346  0.462776847 -0.055319188 -0.17592044 -0.0162943749
# 21  0.547371423  1.088803016 -0.895839613 -1.21459211 -0.4395695307
# 22  0.436440116  2.282187066 -0.701229193 -0.68387496  2.2665246834
# 23 -0.805530459  0.699005060 -0.083653046  0.39655071  0.4304383146
# 24 -0.760306590 -1.720111968  1.413206401  0.29170678  0.3860688288
# 25  1.484369002 -1.910609676 -0.021823782  0.27572501 -0.8018095644
# 26 -0.897787832 -0.485911116 -0.113942034 -2.18132104 -0.9069431710
# 27  0.463615136 -1.107827039  2.558223364 -0.39417838 -0.1465317165
# 28  0.749486530  0.328338082  0.544367477  0.48688386 -0.5676435142
# 29 -0.471567470  2.049105928  1.440225308 -0.38998914  0.3022395105
# 30  3.133379382 -0.813452816 -0.859673834  0.52092958 -0.8970032635
# 31  1.723813471 -0.310785405  1.694484565  1.85187454 -0.2912145413
# 32 -0.405339000 -0.302826804  0.614045089 -1.42910722  1.3480497206
# 33 -0.417086263  1.406016855 -0.767966532  2.62607771  0.7735139538
# 34  0.003326098 -0.823108098  0.934870814  0.01716431  2.7408090072
# 35  1.764960185  2.370174624  0.868320882  2.53044719 -1.5122361826
# 36  0.518232776 -1.566875323  1.850406120  0.13781681  0.0023037793
# 37  3.178752920 -1.720175662 -1.132034648  0.47788959  0.9884287470
# 38  1.927048081  0.188871947  0.698697554 -0.60323269 -0.0293178691
# 39 -0.963916159 -2.251503811 -1.012536000  0.88070160 -2.5982504858
# 40  1.108797928 -1.451120276  0.061832989  1.12364836 -0.5092074402
# 41  0.039158090  1.507566995 -0.923304759 -0.75748495  1.5020039337
# 42 -0.241220661 -1.097442929  0.200968849 -5.08933842  0.0002112704
# 43 -2.002655132 -2.784815703 -2.524198836  0.57315956 -0.3502633098
# 44  0.846750715 -0.338463232 -0.649284314 -1.74397033 -0.9775120128
# 45  1.445863895  2.426605069 -0.881023430 -0.73505134 -1.3961626766
# 46 -0.858064956  0.911656547  0.170425894  1.81452238  2.2148442247
# 47 -0.530335986 -1.144506993 -0.709411760 -1.23778396 -0.1249004155
# 48  0.791942772 -0.019201261  0.865501312 -1.47007309  0.9010431924
# 49 -1.264333843 -1.726153128  0.554038630  0.29259067 -0.3226646064
# 50 -0.301120912  1.289413933  1.413618685  1.59915198 -0.4806507497
# 51 -1.877628889 -0.774467310  1.445351340  1.10569977  0.7521620904
# 52 -1.199599295 -0.005184276 -0.757384030  1.29089275  2.2343996932
# 53  0.208752617  1.188954047 -0.684769437 -0.09306150  1.4770525873
# 54 -0.694874012  2.059689422  0.528745033 -0.20289197 -1.1523356961
# 55  0.948646765 -1.169856913  0.007951383  0.75068428  0.0577403313
# 56  0.397801153 -0.713448384  0.842947794 -1.89741248 -0.7775460854
# 57 -1.058762804 -0.743446559  1.393857477  1.53481363  1.0867922910
# 58  2.753789139 -1.967319295 -3.213179903  0.15646792  0.1307015912
# 59  1.339464125 -1.934592756 -0.347863533  0.15523567  0.1222814432
# 60  2.752215404  1.565244418  0.492381538 -0.23844145  0.4597845205
# 61 -0.754112105  0.281116424  1.773739718  1.06681464  0.3529403568
# 62 -1.161931361  1.132238144 -1.861256638 -1.00767350  0.9355626381
# 63 -0.903196188 -1.076550386 -1.392326730  2.16347059 -1.3258744354
# 64 -0.784589160 -0.361147932  0.504977029  0.69184940 -1.1515746655
# 65 -0.815404786  1.280421078  0.600800132  0.89433842 -1.3472212964
# 66 -2.516740491 -0.869616908 -0.363842766  0.79490254  2.2199089926
# 67  0.772528504  0.109536522 -0.146027454 -1.98717790 -1.6991397710
# 68  1.908685657  0.201359768  2.491794885 -1.80313029  0.2658227038
# 69  1.689354409  0.894723246 -0.653279978  0.44237296  0.0004908868
# 70 -1.423250769 -1.168531432 -0.485613672 -0.10575057  0.7508838642
# 71  0.651256970  1.410042780  0.065307321 -1.06126817 -0.0868500151
# 72 -1.068997090  1.167377751  1.368509859 -0.00449355 -0.0689836226
# 73 -0.589445108 -1.173042946 -0.836372080 -0.38572011  1.0398418859
# 74 -2.238331501 -0.307629100 -0.522410723 -0.58636475 -2.3532233566
# 75 -0.388709686 -0.561338315 -1.214261503  1.28166095 -0.3002973743
# 76 -0.804582150  0.461910939 -1.072950806 -2.05779176 -1.9433698622
# 77 -2.250536866 -0.732038779  0.766313576 -0.67708269 -2.3103054705
# 78 -0.153860999 -0.632467318 -1.508103856  0.16323300 -0.0854523060
# 79  0.042355742  1.679817419 -1.872923255  0.55622825  0.2777463869
# 80  0.051305414  1.565243807 -0.573162939  0.70099899 -0.5375610506
# 81  0.179231103  1.502497276  0.755266547 -1.08979758  2.2474936039
# 82 -1.718059936 -1.513310907  0.716334359  0.03862124  0.2830016497
# 83  0.488409635  2.375896931 -0.643385107  1.18442812 -1.5370311262
# 84  0.646345097 -0.859451094 -0.550700013  1.93065904 -0.7964930909
# 85 -0.693027898  1.143494077 -0.644333017  2.10358906 -0.0687901338
# 86 -1.668346713  1.572216750 -1.279144825 -1.39033212  0.7204995630
# 87 -0.247218297  0.120486421  1.759296025 -0.95006887 -0.7255706619
# 88 -1.882029230 -0.268138564 -1.417725698 -1.44348429 -1.9523243805
# 89  0.472653861  0.921932788 -1.301657156  0.07136474  1.8237271514
# 90  1.740115728 -0.516398926 -2.233639804  1.24065037 -1.7756155881
#           [,18]       [,19]         [,20]        [,21]       [,22]       [,23]
# 1  -2.147291673 -1.87955103 -0.6777533434  3.406216121  0.96929961  1.10507670
# 2   0.190891446  1.38202928  0.5868102826  0.724293402  1.52758797 -1.59998612
# 3   0.754701163 -1.05889094 -0.2938033693 -0.366489210  1.56307035  0.24520028
# 4  -1.078625157 -0.01535763  0.3236306242 -0.168117692  0.92716467  1.50357297
# 5  -1.838630781 -0.27294990  1.2115398682 -1.250559985 -0.87832001 -0.25730965
# 6   2.991270568 -0.67444454  0.8718126510  2.198491681  1.26321068  0.91358662
# 7   0.230046938 -1.30955517  0.0008084098  0.863204842  0.72562545  0.59696263
# 8   1.371664241  0.17276233  0.8284267190  1.857691167 -0.21361155  1.11014690
# 9   0.303226869  0.90305578  0.7120828833 -0.954099889 -0.76559631  0.96627252
# 10 -0.949256559  0.80767934 -2.1114318617  1.109702732  0.01942700 -0.43746471
# 11 -0.066223056  0.33397272  1.5545674253 -0.387316538 -1.18989172  1.76908515
# 12 -0.963337755  0.94025828  2.4079402887 -0.136944698 -0.97539517 -0.35309679
# 13 -1.042060569 -0.50274983 -0.1663617445 -1.353312182  1.15308647  0.03051554
# 14  1.136263060 -0.49256753  0.0278126594 -1.229576362  1.08971962 -1.74490535
# 15  2.399510675 -0.42201996  0.0285400128 -0.430605456 -1.16332828  0.13794945
# 16 -1.410461580  2.52342229  0.8918565342  0.814851493  0.04789922 -0.92371513
# 17  1.032898928 -0.41065292  1.1640213839 -0.646821672 -1.05552821 -0.96584873
# 18 -0.147317583 -1.13218064  0.6232345957  1.348616506 -0.38549687 -0.79540320
# 19  0.784641640  0.12219922  0.0905308448  1.396531567  0.47065559 -0.24570221
# 20  1.546305926 -1.04904044 -0.4119180411  1.020844842 -1.56084255 -0.59748634
# 21 -0.329522477 -2.13841579 -0.8520587111  0.401485688 -1.05256830  0.51964542
# 22 -0.444499077  0.03156594 -1.4993439182  0.494298467  0.43485772 -0.69588381
# 23 -0.850642869 -0.93326147  1.0185330002 -1.108169925  1.10921460 -1.19762351
# 24 -0.729802181  0.81815620 -0.5929253162  0.558344747 -0.44985737 -0.89296186
# 25  1.627445044  0.69714669 -0.0562833705 -0.099698990  0.18767166  0.63626623
# 26 -1.361489735  0.71264240 -1.2058230691 -1.518397954 -0.50529477 -0.80838810
# 27 -0.584441729  1.98349513 -1.4251850319 -1.699071805 -1.86643682 -0.89471636
# 28  0.478015413 -1.34445433 -1.6408225580  1.314670581 -0.28945137 -0.72785938
# 29  1.506620941  0.95062973 -2.2110431773 -1.683324080  0.74006677  1.17736536
# 30 -0.798504799  1.06893958 -0.3202950603 -2.305122050  1.11402407 -0.23398882
# 31  0.631757763 -0.28019322  2.6380078220  0.542731101  0.33759622  0.29117081
# 32 -1.454373305 -0.47547700 -1.8352855539  1.169758936  2.75321793 -0.91856747
# 33 -1.269046971  2.57294265  0.8646201359  1.787308730 -0.31816590  1.20889835
# 34  1.611759692 -2.22110475 -0.2616495659 -1.273070095  0.89378198 -0.15382533
# 35 -1.562669123 -0.25964013 -1.0286280334 -0.201988699  0.37350892 -0.75204843
# 36 -0.500499044 -0.29708146 -0.4254561628  0.096631399  1.06420196  0.87461350
# 37 -0.805410765  0.39363564  0.0357572461 -2.248126997 -1.33273653  0.89909698
# 38 -2.627020095 -0.83815492  1.7947975569  0.150835537  0.10443263 -0.84141453
# 39 -1.899435882 -0.35531120  0.3365082356  0.126757618 -0.20040722  0.63481729
# 40  0.154187338  1.02280423 -0.1497806107  0.271186928 -0.35415233 -0.14797470
# 41 -0.878461470  0.87530199 -0.7821597912  0.372511644  0.22815571  1.07095138
# 42  0.359044734  1.81906621  1.5123080153  0.384266092 -1.20443971  0.67531260
# 43 -1.587464136  0.41996038 -2.0207295975  0.627807618 -0.51787017 -0.10819636
# 44 -0.113691397 -3.88831900 -0.0130283735  1.793072510  0.14491100  0.94416848
# 45 -0.666759380 -2.12324384  1.7774343425 -0.834278478 -1.53974545  0.52121940
# 46  1.339554293 -1.66836001 -2.2709813290 -1.323297578  1.03760517  1.20605585
# 47  2.086155279 -0.38062764  1.9457036807 -0.997422360  0.67392303  1.12320878
# 48 -0.262482777  0.20137095  0.0675727622 -0.007756361  1.43148953 -1.05751952
# 49 -1.026541835  0.14692262 -1.1041996094  0.204170327  0.26510002 -0.06446881
# 50  0.596974367  0.33235201  1.1594242610  1.437754393 -1.50640056 -1.34334922
# 51 -0.797594194 -0.18639914 -0.5425138966  0.438113781  0.57120432  2.16993677
# 52  0.479021508  0.06192619 -0.1635675242 -0.495788509  0.20291883 -2.01709289
# 53  0.389371725  1.12105540 -0.3360846277  0.548300923 -0.10221650 -0.94603083
# 54  0.827494548  0.45884454 -1.2452083450  0.676360005 -0.75546735  1.41812295
# 55  0.281226178  0.03521700  1.3398879607  0.431548202  1.12803633 -1.31110519
# 56  0.010518794  0.83096898 -2.1759642657  0.784103471  0.70413127  0.81549536
# 57  0.626610059  0.13937006 -0.9126684940 -0.977756641 -1.25181086  0.58133752
# 58  1.038123790  0.30381588  0.4932712612 -0.398984401 -0.13963226  0.31083330
# 59  0.205063760  1.17320209 -0.5229737297  0.107148001 -0.92175368 -0.73130620
# 60  0.685237135 -0.12838127  1.0514786119 -0.476661872 -0.37377551  0.98384337
# 61 -2.099932942 -2.50263464 -0.2161368466 -1.213356408 -1.98778838 -1.08027666
# 62 -0.334539879  0.54372885  0.2696583013  2.085075162 -1.20381405  0.14644690
# 63 -0.007701219  1.01112190  0.4385357444 -1.799714400  2.03990456 -0.37084933
# 64 -1.284102408 -1.40334369  2.2372479223  0.648920068 -0.50588955 -0.76097115
# 65  0.077078196  2.76625270 -1.0848579871  2.395462636  0.43541243  0.12814508
# 66 -0.163050351  0.44293954  0.5085344913  1.649110370  0.83324156  1.62403193
# 67  1.007979312  1.12123425 -0.9983589275 -1.148927425  0.56064969 -0.52050857
# 68  0.987879980  1.10668249  0.0785279580  0.039653503  0.27115602 -0.63383010
# 69  0.964780553 -0.13494690 -0.1704810201  0.253052901 -0.42920207  0.97259660
# 70 -0.323471784  1.42711269  0.6568335087 -0.701862786 -0.68620206  3.34879584
# 71  0.868476830  0.06799862  0.9967602129  0.216691728 -0.35041433 -2.18857890
# 72 -0.664793490 -0.38706562 -1.0997384647  0.488834225 -2.22163008  0.31011590
# 73 -0.283287035 -0.94675114 -0.1469926399 -1.105905020 -0.50685444 -0.74404322
# 74 -0.495965794  0.97190711  1.6573059348  0.296735602  0.17225965 -1.14218113
# 75  0.619441828 -0.86087532  0.3922537361  2.120511099 -0.80634814 -2.07072471
# 76  0.472089433 -1.65122518 -1.1138602892 -0.350545615  0.46018588 -0.45026437
# 77 -0.530814446  0.32981914  0.4241558264 -1.244251668 -1.49334210  0.64763964
# 78  2.420088409 -0.74420733  0.3115108373  0.112356949 -0.29653323  0.35518215
# 79 -1.131376927  0.37783907 -1.2371823265 -0.672442362 -1.05737944 -1.01288752
# 80  0.289960246 -0.45102898 -0.3067866884 -0.837530243 -1.23750997  1.04648057
# 81  1.008428181  1.18361026  1.2741850210 -0.432263317  2.85676172 -0.24773168
# 82  3.748691546 -0.62328110 -1.3660621133 -0.124431899 -1.87822050 -1.64848885
# 83  1.772535477  1.19756539 -0.8538804955 -0.036747774 -0.30532107  0.40221512
# 84  1.217099281  0.52376164  0.5022615991 -0.181604293  1.25106573  0.57114920
# 85 -0.341039158  0.91073658  0.4194001889 -0.457346868  0.61203883 -1.16095966
# 86 -0.918716712 -0.73683560  2.3432941259 -0.907219721  0.95796475  0.71528027
# 87 -1.517178646 -0.66356265 -1.1606441835 -0.973035609  0.25052404  1.01049832
# 88 -0.324131418 -1.45639341  0.8276280025 -2.456753933  1.82311589  0.18352637
# 89 -1.990071747 -1.38702154 -0.7191594887 -0.487780537 -0.33844068  0.02985687
# 90 -0.526401179  1.34853688 -0.9669439318 -0.061534942  0.39400640 -0.13515384
#           [,24]       [,25]        [,26]         [,27]       [,28]        [,29]
# 1   1.058315208 -0.61552165 -1.343138673  0.7508435706 -0.32225969 -1.129543847
# 2   0.722583985 -0.11560173  0.910706770  0.6531738407  0.01344815  0.520193285
# 3  -0.170907913 -0.99232180 -0.164505228  0.2585521314  0.16727329  0.049587479
# 4  -0.855595422  1.27844191 -0.541824587  1.7976112650 -0.21566919 -1.570668413
# 5   0.380481878  1.48862267  0.030059410 -0.1356209928 -0.19062691  0.293137849
# 6  -0.770391569  1.50492376  0.346488950  1.3682077845 -1.46065455 -0.123979641
# 7   1.614374483 -0.91748083  2.109195019 -1.4119061596  0.12968312  0.785163480
# 8  -0.011234079 -0.16862943  0.758921244 -0.0411229243  0.10713693 -0.520854328
# 9  -0.637963632 -0.66761063 -0.757259024  0.1060282202  0.33232860 -0.101627601
# 10 -0.427375885 -1.10246856 -1.077062966  1.2291081394 -0.17189117  0.204129932
# 11  1.983766370 -0.60193015  0.136024986  1.0715813325 -0.32741372  1.888755339
# 12 -0.895394264 -1.05055001 -0.576981051 -0.7996160677  0.46096132  0.222963362
# 13 -0.313922848  1.87520877  0.553410408 -1.5867013076  0.07828311 -0.074285264
# 14 -1.433320122  1.31631036 -1.125612990  0.0069723979 -1.07282453 -1.463059250
# 15  2.044589078 -0.95499227 -0.772902198 -1.0804800420  1.81572624 -0.918995337
# 16  0.548090555 -1.59505059 -1.414740104  0.2882202725  0.87685751  0.736413759
# 17 -0.315646815  0.02907015 -0.095200827 -0.0750753175  1.64263407 -0.484624519
# 18  1.809418878  0.02825747 -0.188975060 -1.8968541810  0.08436876  0.311835028
# 19  0.632913503 -0.34272634 -0.541167012 -0.2828230763 -0.41282500  0.007693911
# 20 -0.733124141  1.02093565 -0.695788707 -0.8612039296 -1.39365398 -0.072197567
# 21  2.266119547  1.36691102  0.172266154 -0.1926975957 -0.67107721 -0.015577106
# 22  0.366372112 -0.36756682 -0.432329728 -1.7295652684 -0.30793203  0.373004508
# 23  0.186496816 -0.61668849  0.787142348 -1.6234581471  0.60468085  0.412871939
# 24 -0.910854347 -0.51133122  0.455428800 -1.1090438364 -1.47336742 -0.950572596
# 25  2.266386322  0.11562109  0.190078546  1.6018040259 -0.07829791 -0.527100925
# 26 -0.353233250  0.14540773 -1.100735406  1.1970588426 -0.10222465  0.954741838
# 27  1.924633127  0.17782797 -0.293629380 -0.1734006452  0.74848928  0.151212325
# 28 -0.354050042  0.30478668 -0.141824667  1.1617839706  3.40385399  0.365948591
# 29  0.481007073 -1.36534036  1.765565453  1.2893361800 -0.28740043 -1.820929546
# 30 -0.100557246 -0.46211002  0.984485737  0.2026786762  0.20320547  0.048293878
# 31 -1.587335814  0.74018315 -1.510881588 -0.2324942697  1.43417949  0.300748444
# 32 -0.558134130  1.59810848  0.296799227  0.5453931691 -1.23702584 -0.450567915
# 33  0.688446738  0.43565017  1.581991222 -1.0292469418  0.27020817 -1.122975826
# 34  0.196847269 -1.03259074  1.821458942  1.2626836277 -0.21894520 -0.037463822
# 35 -0.023379990 -0.63717975 -0.358861077 -0.7245676287 -0.31257340  1.198825615
# 36 -1.184305989 -0.64635642  0.029514446 -1.4117303588  0.06622457 -0.220863264
# 37  0.364472633  2.07861765 -0.884373860  0.8415764970  0.21499503  0.198326971
# 38 -0.134402139 -0.16668413 -0.048922458  1.6788486678  0.30221210 -0.281622099
# 39  0.099304928 -0.70592540  0.503086276 -1.2241865291  0.69122173  0.581967146
# 40 -0.503753495  1.25639523  0.067754392  0.0489996192 -1.04107091 -0.261797526
# 41  1.929441009  0.53989320 -0.404971532  0.8259777706 -1.99459513  0.153607408
# 42 -0.416741457  0.57499503  3.197383984 -0.7528238136  0.87392002 -0.062697827
# 43  0.555369073 -1.32329037  0.028281987  0.5834279768  0.49160903  1.267983948
# 44 -1.767598665 -0.68386709  0.514825469 -0.7598159750  0.74552340 -0.097995152
# 45 -0.240097128  1.15594489  0.931412302 -0.5431970491  0.32676468 -0.145121025
# 46  0.004796559 -0.21940942  0.738005419  0.3346324498  0.44302188  0.548812463
# 47 -0.265303388 -1.40724859 -0.986604098  0.1238100110 -2.03639385  1.721715803
# 48 -1.038936320  0.20389026  0.417844202  0.4016613049  0.97784947  0.739833951
# 49  0.344876935  3.02206628 -0.703096377  0.0000621588  1.33071637  1.012418745
# 50 -0.406123451 -1.57117010  0.372539696  0.2991373384 -1.65460859 -0.578549054
# 51  0.690912388  2.42758116 -0.612340326 -0.1027675384 -0.32307155  0.663614621
# 52 -1.373800802  0.12266589  0.131095768  0.3657411534  0.47417932  1.013011853
# 53 -1.288109362  1.16507760  0.457004989 -0.0963334777  0.26188412  0.088844126
# 54 -0.626207372  0.39534738 -3.353392141 -1.9045628607 -1.74147640 -1.138564327
# 55  0.436298163 -0.94195330 -0.592147399  0.5337237544 -1.13957685 -1.986936850
# 56 -0.427764021 -0.67980750  1.094292747 -1.4174915569  0.63422091 -0.423877721
# 57  0.234472671 -0.37212197  0.960115389 -0.4486598133 -0.04895755 -0.756048639
# 58 -0.833438222 -0.62599611  0.308903674  0.0619136690  0.68985262  0.461936152
# 59 -0.988167522 -1.41481216 -0.629591883 -0.6834992054 -1.53155536 -0.372838963
# 60 -0.635586279  0.11938572  0.891384041  0.0633028477  0.27751814  0.285405892
# 61  0.372254224  0.83685249 -0.116252200 -0.0707042933 -0.87549222  1.353308793
# 62 -0.682734478  1.07825852 -1.208468613 -0.5970099682  1.02906445 -0.070877235
# 63 -0.293221997  0.07030567 -1.378528332 -0.9863340826  1.16547423  0.542927459
# 64 -0.140431273 -0.58150603 -0.537643068  0.1718751052 -1.67994204  0.715711154
# 65  1.028082085  0.86948850  1.137942679  0.1892383206  0.16048301  0.007679475
# 66 -1.711624864 -0.67827140  0.457184145  0.9829471934  0.66195328  0.256494782
# 67 -0.477195295  0.54459685  0.020669938 -0.0036099238 -0.23830705  1.165774058
# 68  0.105910550 -0.28885432 -1.239497986 -0.4035308012  0.29014403 -0.456598331
# 69 -1.224877382 -0.16303839  1.634405048  0.2043428365 -1.87710273  2.120038229
# 70 -1.664516238 -1.23541871 -0.741509689 -1.3359619023 -0.18369784 -0.532590990
# 71  0.374267094 -1.37944712 -0.005980494 -0.0204259515  0.96155996 -0.479156522
# 72  0.817348385 -0.20083719 -0.594845918  0.3670417638 -0.16895256  0.232873545
# 73 -0.155942129  0.39799476 -1.007363617  1.4591801432 -0.46156606 -2.789556408
# 74  0.118480930  1.31855810  1.475293320  0.2182724722 -0.55095693  0.983883754
# 75  1.741401271 -0.06601045  0.113182892  1.4874380837  0.51949509 -0.128914454
# 76 -0.581500253 -0.96100905 -0.512017864 -1.3432135306  2.06099605  0.003302610
# 77 -1.997445778 -0.60476943  0.863139916  1.1694927310  0.22175553 -0.471761327
# 78  0.250953891  0.45557150 -0.365570613  1.1801912744  0.90384128 -0.559335734
# 79 -0.189238078 -1.69613755  0.180680605  0.6108104763 -0.88840685 -0.395249805
# 80  0.213913949 -0.40463976 -1.095439471  1.2025830403  1.24863504  0.515871064
# 81  0.304340731 -0.11490226 -1.840216980 -0.3525106633 -0.13621138  1.782574183
# 82 -0.072919322  1.28736577 -0.021732693 -0.9912762696 -0.84698557  0.190823704
# 83 -0.134425224  1.05885189 -0.178948592  1.8518034584 -0.14802828  1.640285838
# 84  2.242941071 -0.55051951 -0.302498621 -1.4145988274  0.63319502 -0.122897892
# 85 -0.726159410  0.53035124  2.034809216  0.6245975593  0.84702532 -1.887043174
# 86  1.383633872  1.40832240 -0.735898776  0.0508413847  0.29755793 -2.584089852
# 87 -1.220491939 -1.40537575 -0.608603400  1.4144064989  0.55155289 -0.421091600
# 88  1.973620821 -1.04382639  0.366445356 -0.4829800063 -1.31273334  0.720223323
# 89 -0.703283758 -0.73862621  1.489066450  0.2243607065 -0.49692857  0.484527855
# 90 -0.199171634  0.64487848  0.523589714 -2.0301729837 -1.09448440 -1.668200195
#           [,30]        [,31]       [,32]       [,33]        [,34]        [,35]
# 1   0.003252703  0.173595015  1.26242847 -0.29236138 -0.632883685  1.462611711
# 2  -0.276676049 -0.515978338  0.11773456  0.21379650  2.026251843 -0.972125263
# 3   0.858437560  0.353967212 -1.10881243 -0.21361956  0.375585263  0.969624445
# 4   0.747461355 -0.640317476  0.65325412  1.21533162  0.629044573  0.142804994
# 5   1.083816315 -0.524839928  0.13669812  1.29399688  2.158579614  0.367195325
# 6   0.299183473 -0.874282192  0.82482446 -0.27767845  0.291714418  0.049066112
# 7  -0.390561964 -0.077755534  0.30798754  1.01615842  0.242901252 -0.848730528
# 8   0.846599613 -1.071982239  0.57394933 -1.56888157 -0.083154861 -0.539319743
# 9   1.291707402 -0.026118535 -0.03641729  1.31598126 -0.167089692  0.052985554
# 10  1.771620774 -0.208856251 -0.73549670  0.03088337 -0.481341999  1.488060187
# 11  0.123108117  1.240477394  0.80811404 -0.76495573  1.333748797  0.366827463
# 12  0.026682588 -0.222939104 -1.96559633 -0.33162092 -0.353392638 -0.818871566
# 13  0.944960867 -0.817640725  0.16106066 -1.39360168 -0.904628763 -0.135179810
# 14 -0.695830906  0.083313829 -0.19686894 -0.99313147  0.397737502  0.477904785
# 15  0.576444852  0.606233314  1.36519123 -0.52992237  0.113991913  0.002910612
# 16  0.417506723 -0.683782862  0.22054773 -0.55835768  1.037151557 -0.537422185
# 17 -0.616467877 -0.280501502 -1.04567102  0.37434458 -1.166754071 -0.607900055
# 18 -1.523343255  0.164726768  0.88347217 -0.59639740 -0.392611213 -0.265727775
# 19  0.099800576 -0.545209261  0.03668278  0.06295418  1.019276306  1.494936823
# 20 -0.155016871  0.687470473  0.82069152 -1.31115479 -0.755331112 -1.124479189
# 21 -0.940159452  1.426409397 -2.10640603 -0.35652466  0.460986770 -0.052515929
# 22 -1.009383857 -1.348191867  0.67059673  0.70008537 -0.428726706  1.100631431
# 23 -1.929552761  0.002535012  0.49949310  1.11098833 -0.096748467 -0.005009871
# 24  1.311268991 -1.176813362  1.56655783 -0.05171917  0.420135547 -0.793459468
# 25 -0.596745944 -1.169744340 -1.46197340  0.21555309 -0.048681371  1.086323510
# 26 -0.878593530 -1.106510129  1.17794028  0.58351371 -1.486355538 -0.612449982
# 27  0.061454446  0.108349720  1.17192504 -0.12990003 -1.256753052  0.096804740
# 28  0.561509097 -0.133217829  0.12617484 -0.01686940 -0.033238540 -1.098255319
# 29 -1.552384094 -0.224879312 -0.46677109 -1.40631958 -0.282637518  0.202215932
# 30 -0.583625154  0.694683027  0.22859176  1.89429612  0.571493095  0.510045561
# 31 -0.876679446  0.517213608 -0.17242495 -0.64661478 -0.631603109  1.006151975
# 32 -0.937743778  1.206547467 -0.00577160  0.34297946  0.225726033  0.018973014
# 33 -0.557713924 -0.390608271 -0.19255871  0.39577491 -0.574833868  0.331167488
# 34 -0.071209725 -0.449009151  0.14501749 -0.50112232  0.002041700 -0.372328914
# 35 -0.380399460 -1.141960122 -0.73190234  0.20758476 -0.420690817  0.131875141
# 36 -0.626063158 -1.057854596  0.21190141 -0.28666233  1.775145981 -0.089555555
# 37  0.463317517 -0.258575159  0.53548366 -0.11294705 -0.094914632 -0.490745500
# 38  1.277805497 -0.392195603 -0.46198008 -1.48628238 -1.287696966  0.317598259
# 39  0.243219808 -0.802472373  0.57989129  0.72359392 -1.189002184  0.026098509
# 40  0.351246408  1.487327954 -0.92347789  1.23038120 -0.190521308  0.180849676
# 41 -0.560321007 -0.116117362  0.34064315 -0.44895117 -0.457445035 -1.138191978
# 42  1.766078940  0.431139470 -0.46221713 -0.17737184  0.484715129  0.680275220
# 43 -0.542453538 -1.270597477 -0.03310699 -0.70766672  0.947774161 -1.298089664
# 44  0.191809270  0.887010267  0.58508854  0.46550904 -0.055055931 -0.664315433
# 45 -0.359537656 -0.526004380 -0.27072289  0.59750051  0.471770669  0.407373550
# 46  2.988178578 -0.184950015 -0.33981110  0.13736409  0.164054221 -0.995043033
# 47 -0.571053805  0.697620227 -0.48731581 -0.08819610 -0.993478505 -0.837700607
# 48  0.382564320  1.199449394  1.12809124 -1.16180170 -1.299493752 -0.624751883
# 49 -0.319963903  0.081753782 -0.99297382 -0.40437254  0.296697150  0.229845197
# 50  0.528427524 -0.353306495  0.67731440  0.28987409  1.330579660  0.919374970
# 51 -0.569367586  0.756166216 -0.21606617 -0.96138133  0.545659191 -0.106460761
# 52 -1.060237369  1.026304414  0.04942607 -0.06348645  0.571493464  0.765109333
# 53 -1.058005096 -0.677366319 -0.22663945 -0.86430528  1.153634880 -2.047634765
# 54  0.989750819 -0.060207233 -0.69970073 -0.25387642 -0.064854738 -0.551394773
# 55  0.336106572  0.530382622 -1.38768739  0.23073141 -0.781222666  0.070799281
# 56  0.005442673 -1.192893870 -1.09069976  0.47462810 -0.946946370 -0.348510122
# 57  0.403901731  0.594934621 -1.04401017 -0.74349936  0.240778696  0.573314046
# 58 -0.387643799  0.410338982  0.19252911  0.73388550  0.398810783 -0.943747081
# 59  0.353882600 -0.120880878 -0.28833033 -0.64054404 -0.404755883 -0.228516772
# 60 -0.353874270 -0.971725394  0.72172820  0.08459811 -0.493437983  0.656455429
# 61  1.390911465 -1.641176865  0.06188158 -0.28393641 -0.175902203  1.598519296
# 62 -1.135690080  0.008298688 -0.03635527 -0.07188983  0.048525135 -0.295593964
# 63  0.866429498  0.046413578 -0.09272887 -1.50406901  0.870714360  0.650097168
# 64  0.816527077  0.419882076  0.27362519  2.02308383  0.403600356 -1.722655021
# 65  0.516578320  1.073507169  0.57439824  1.95368272 -0.794879868  0.542472975
# 66 -0.324711220 -0.774047155  0.19347081  0.71654071 -1.608995471  0.748638135
# 67 -0.578677561 -0.739296338 -0.01943812 -0.11653337 -0.335488032  0.765362097
# 68 -0.240979340  1.234299570 -1.54837521  1.44273344  0.098064849 -0.671717018
# 69 -0.740244887  0.849041571  1.02350070 -0.68315319 -0.385500135  1.386683760
# 70 -0.607727201 -0.283333500 -0.52789353 -0.34079275 -0.575134733  0.151444694
# 71 -1.052140970 -1.022430310 -0.91054208 -0.18881654  1.191152155  1.126554176
# 72  0.314310549  2.510996825 -0.69476399  0.01610388  0.396185704 -0.317465975
# 73 -1.832728525 -0.028857510  0.50396591  1.01632761 -0.519419924 -0.057391851
# 74 -0.286404825 -0.801236366 -1.50838014 -0.82648030 -0.744908125 -0.289013532
# 75  0.797788007  0.675020110 -0.38090171 -1.24332775 -0.844404384 -0.550458062
# 76  1.335003986  0.782744614 -0.38559519  0.83228133  0.324305935  1.223928211
# 77 -1.889801101  1.562879291  0.48022038 -1.08840116  0.701152700  1.349712130
# 78 -0.834821016 -2.284682228 -1.13290121  0.80457969  0.814376077 -0.629612545
# 79 -0.403835028  0.101518833  0.07507306 -0.72989271  0.035817398 -0.944293006
# 80 -1.658167086 -0.198971735  1.51290689  0.79456028  0.728599655 -0.633649780
# 81  0.533128988  1.226653192  1.20667900  0.25674655 -0.571884989  0.526754559
# 82  0.254785913 -0.612006758  1.18937296  1.08533027 -0.570673009  0.963659834
# 83  1.409801269 -0.395710817 -0.63131992  0.81217444 -0.008142131 -0.121133871
# 84 -0.258478560  0.937800408 -0.14457278 -0.32285313 -0.568533284 -0.276858547
# 85  1.182767761  1.419989426  1.40934714  0.06986857 -1.330387721 -1.324498912
# 86  0.922925029 -0.028886582  0.57151834 -0.21495918  0.154695300  0.198727887
# 87 -0.509885089  0.399938972 -0.43573083 -0.28457424  1.379816301 -0.748730568
# 88  0.423292526 -0.422134563  0.14289528  0.54761411 -0.282145420 -0.415511325
# 89  0.246266126  0.838994453 -1.40716989  0.48440431 -0.726378836  0.531351461
# 90  0.417837503  1.393127253  1.00819296 -0.55654301  1.664575152  0.196900846
#           [,36]        [,37]        [,38]         [,39]        [,40]
# 1  -0.936399673 -0.591829450 -0.553272908  0.7467503338  0.552759145
# 2  -0.112454829  0.683313938  1.854070988  1.0791335940 -1.301805571
# 3   0.744838500  0.561400393 -0.877969529  1.4798229935  0.224028893
# 4   0.356851494 -0.127017111  0.445210240 -0.8795289240  0.187266423
# 5  -0.294628940  0.413944961  0.819553809 -0.4468873685 -0.454549403
# 6  -1.478555763 -0.266444800  0.834005068  0.4587054687  1.630699125
# 7   0.025030975  0.611855351  0.882968824 -0.0073865247 -0.602118187
# 8   0.129092137 -1.270950696  0.980041865  0.1790386150  0.102828513
# 9  -1.953069714  0.195043544  0.843203487  0.1870729669  0.486587872
# 10 -0.386972454  0.237699701  0.300652758 -1.0445719575  0.310566077
# 11 -0.011708420  0.010030254 -0.049777169  1.0692911880 -0.159481081
# 12  0.269367952 -0.246639278 -0.814094340 -0.1235452556  0.660274178
# 13 -0.522502693 -0.006709112  0.017239009 -1.2993633766  0.429185386
# 14 -0.539031543  0.453565796 -0.669807609  0.3725543733 -0.108003991
# 15 -1.130877514  0.907104635  0.851974226 -1.0060582517 -0.259144810
# 16  0.425603973 -0.899707028  0.248543832 -0.4020761273 -0.919964456
# 17  0.797242086  0.203477427  0.399706613  0.9487918613 -0.373354629
# 18  1.411265455  0.536296628 -0.401335496 -0.2953534901 -0.324649704
# 19 -0.604739697  0.846042912 -0.577711613 -0.4283015619 -1.610862354
# 20  0.079193763 -1.060473722  0.468755426 -1.3273177324 -1.872046062
# 21 -0.004871086 -0.037172312 -0.355311363  0.5246778488  1.094628034
# 22 -0.438509012  0.552762678 -0.047887888  1.2478296694  0.776248272
# 23  0.876337116 -1.283129788  0.902571895 -1.0425554683  1.187941532
# 24 -0.403112913 -1.602938881 -2.018911937  0.6644243597 -0.473139455
# 25  0.531010446  0.237665263 -1.599447884 -0.7365612156 -0.391899625
# 26 -1.516243201 -0.476291190  1.073859821 -0.1290602945  0.717923026
# 27  0.366101088  0.804890324  0.021659935  1.1295919090  0.578288593
# 28  1.508356931  1.473189524  0.247761371 -0.5020952707 -0.093638996
# 29 -0.364114845 -0.620760670 -0.263076256 -0.4083586542  0.406108377
# 30 -0.227657106 -0.753452302 -0.810649692 -0.5490726800  0.033802588
# 31 -1.127650056 -0.482447255  0.155356141 -0.1881891708 -0.702316060
# 32  1.078347687  0.292903289 -0.293824397 -0.9830726578  0.094018714
# 33  0.045320697  0.339192404  0.428007988  0.1657083573  0.538958717
# 34 -1.129212618 -0.434929465 -0.481879015  0.9497217832 -0.065753238
# 35 -1.283031566  0.939318914 -0.176482845 -0.9180334322 -0.543333824
# 36 -0.121166663 -0.468663813  0.008616585  0.4792178645 -0.369874693
# 37  0.604632840 -0.050820910  1.365919548  0.2440630567  1.011596291
# 38  0.647727486 -0.374053893  0.214580414 -0.0009526031  0.603857844
# 39  0.086724809 -0.003668069 -0.116288394  0.5128201287 -0.248799412
# 40 -0.640601283  1.456936558  0.480735883  0.2476901139  1.231429814
# 41  1.552032266 -0.560352801 -0.462962596  1.1395336082 -0.519465637
# 42  0.136410363  0.086239175 -1.477259859 -0.4882842541  1.060043560
# 43 -0.315613865  0.768478840  0.099277745 -0.0072955447  0.354868390
# 44  0.406014396  0.057065055 -0.134111201  0.0696040279 -0.061532456
# 45 -0.443368085  0.377444316 -1.072324629  1.5688192553 -0.993094440
# 46  0.332101854 -0.727124419 -0.509272713 -1.0421512584  0.019200212
# 47 -0.157763897  0.871146034 -0.288965217 -0.2185116031 -1.196633776
# 48 -1.295804681  1.422688165 -0.525256836 -0.4239852673 -0.605226429
# 49 -0.007833853  0.143029098  0.037366365 -0.2996730936 -0.226118757
# 50  0.863764126  1.858335530  0.102573252 -0.5556872929  0.916792910
# 51 -0.396061668 -0.502932378  0.137386554 -0.4614334688  0.274522669
# 52  0.847340661 -0.452337897  0.471585320  0.7212374174  0.523312748
# 53 -0.547786817  0.434541023 -1.060249128  0.0082056757  0.831542191
# 54  1.088961516  0.330827160 -0.443299534  0.4092934202  0.254160765
# 55  0.091451745  0.726966661  0.545695742  0.0886754949 -0.499893726
# 56 -0.961795459 -0.675951304 -0.329744103  0.6370127320  0.081344806
# 57 -0.676211373 -0.983047716  1.281638674 -1.4248325285 -1.188568973
# 58 -0.892380305 -0.258984174 -1.270881394  0.0739617567  0.064599033
# 59  0.981161773 -0.060809360  0.980693600 -0.3557228055 -0.122425733
# 60  0.858157679  0.771125734  1.168628770 -0.0368816523  1.043782709
# 61  0.170668644  0.191250493 -0.720497392  0.0137136581 -0.598811746
# 62 -1.254522866  0.068832318 -0.207883803 -0.4298990309 -0.078058959
# 63  0.160287217 -1.244783004 -0.493604637 -0.2419970510  1.131938756
# 64 -0.132229567 -0.786939595 -0.869837058 -1.0263574306  1.026113472
# 65 -0.122822756  0.146863298 -0.367278374 -1.1038945093 -1.049719536
# 66  1.405119627 -1.675961778  0.066896697  0.4108894038 -0.428343625
# 67  0.735260115  0.349777839 -0.825721653 -0.0585712248 -0.086916817
# 68  0.101950178 -0.673590043  0.404998552  0.3866059045  0.408820128
# 69  0.830133855 -0.909382390  1.234497509 -0.4807925716  0.700096848
# 70  0.090403236  1.777640552  0.417231862 -0.0182488601 -0.452072970
# 71 -0.556740349 -1.743734147 -0.052666729 -0.6803279667  0.353428830
# 72 -0.378334221 -1.011978748 -0.506001568 -0.4512116254  0.008052101
# 73 -0.542284310 -0.910732445  0.399101834  0.3371658566 -0.706913970
# 74  0.309510291  0.009564740  0.721018337  0.5733947169 -0.983531710
# 75 -0.827717072  0.315296936  0.312630417  0.4400695597  0.530830720
# 76  0.856653789 -0.632901510  0.530249961  0.9418928303 -0.009586113
# 77 -0.101103526  0.884641504 -0.950260449 -0.2157055897 -0.237510925
# 78  0.514592390  0.953753872  0.190897098 -0.2551688632  0.082935959
# 79  1.061570188  0.486456254 -0.369378424 -0.7217337167  0.297737430
# 80 -0.410592296 -0.488051874 -1.104480945 -0.2784108753  0.084818344
# 81  0.231209195  0.679392658 -0.706118532  0.6462373251  0.162309693
# 82  0.600714050 -0.089114130 -0.372517180 -0.3502950553  0.347973744
# 83  0.754072253 -0.791581337  0.229498138  1.2788977509 -1.015105585
# 84 -0.268386299 -0.186687879 -0.773336531 -0.1322184414  0.754872280
# 85  0.299881851  0.714843354 -0.602280946  0.6550016223 -0.226428674
# 86  0.925997753 -0.112915480 -0.315428294 -0.2752628250 -1.224934513
# 87  0.923795564  1.010028485  0.694970611 -0.1851011990  0.036079634
# 88  0.299136955  0.220757875  0.973061490 -0.8628472439  0.516254884
# 89 -1.507634788 -0.151199167  1.013122580  1.1493081303 -0.867853956
# 90 -0.387299322 -0.724428142  1.061331224  1.5644182343 -0.471945651
#           [,41]       [,42]        [,43]       [,44]       [,45]         [,46]
# 1   0.269581167 -1.48726016  0.012520509  0.32942477 -0.37710966  0.3764996903
# 2  -0.586021996  0.41560664  0.327828806 -0.24495532 -0.29529280  0.7085947093
# 3   0.406859663  0.62983433 -0.285458946  0.20787234  0.86514451  0.1353852802
# 4   1.025093533  0.62237470 -0.270700519 -0.41505547  1.20123379  0.4506569404
# 5   0.107157457 -0.91176631 -1.065475761  0.02815087 -0.57254455  0.1414492643
# 6  -0.260043212 -0.76761686 -0.234815469  1.50886440 -0.30829041 -0.7154771208
# 7  -0.119863052 -0.03512089 -0.312657149 -0.01785442  0.36253264  0.0471544563
# 8   0.680236649  0.57707630  2.046771102 -1.03730003 -0.36973065 -0.5412382660
# 9  -1.008219030  1.02654027  0.138620494 -0.20308557 -0.06254531  0.2640495623
# 10  0.098115023 -0.15750143 -0.267331920  0.67765787 -0.17787566  0.4262896110
# 11 -1.414889335 -0.11473162 -0.506047274 -0.48874034 -0.92074035  0.4943356145
# 12  0.435055957 -1.63086743 -1.379178648 -0.49701371  0.48612662  0.2650703672
# 13 -0.458006391 -0.08573547  0.788538847 -0.38323496 -0.01634067  0.8235344512
# 14 -0.448861050 -0.15433093 -0.348356811 -0.51806832  1.33956789  0.2879383930
# 15 -0.690036311 -0.22951399  0.201313164 -0.88805531  0.04753924  0.2380569046
# 16  1.260788666  0.93058348 -0.727232846  1.37870443  0.40204914 -0.3268074439
# 17 -0.154341842 -0.24568380 -0.602501342 -0.13784563 -1.03122553  0.5058974575
# 18 -0.441354894  1.30613370 -1.678697605  0.17056564  0.82885220 -0.0235906864
# 19  0.291845525  0.53867664  0.525459911 -1.07765813  0.50206666 -0.7585803918
# 20  0.497063260 -0.07294975 -0.486602568  0.71958181 -0.06799931  0.0907009585
# 21  0.572670285  0.82940159  0.716334445  0.17415326 -0.03915405 -0.7158506791
# 22  0.484257304 -0.33153150  0.641283890 -0.03035929  0.11418958 -0.1249302169
# 23 -1.272111277 -0.83430009  0.648718761 -0.16210632 -0.09818030 -0.0005218197
# 24 -0.440101966 -0.36553232 -0.377553077 -0.02908973 -0.36564085 -1.2242257150
# 25 -0.803822970 -0.81182940 -0.508784399 -1.06524992  0.02443403  0.3984249892
# 26  0.845405831  0.58840533 -0.340901762 -0.47254863  0.66073804  1.0291359243
# 27  0.550935711  0.07564140  0.064832682  0.55840482 -0.94231836 -0.2746518017
# 28  0.780034576 -1.67645529 -0.122245027  0.71927776 -0.14570627 -0.2026435441
# 29 -0.694532546 -0.32660029 -1.117543827  0.36882241  0.02698769 -0.4435947355
# 30  0.909583886  0.24853697  0.912443872  1.04434379 -0.69366711  0.2490529173
# 31 -0.044295472  0.11703129  0.380549389  0.10149566  0.47649005  0.0597013749
# 32  0.180432386  0.54628322 -0.067578515 -1.25221300 -1.20464293 -0.1668052052
# 33 -0.001754401  0.43648226  0.008536745  0.39095919 -0.43178275  0.1909889346
# 34  0.127461225  1.14529728  0.464237808  0.99266030  0.36480862  0.9116143442
# 35 -0.564705680  1.07269725 -0.244083632 -0.09446312 -0.42435581 -1.4103202212
# 36  1.074155065 -0.41491048  0.412307907 -1.30470224  0.37970579  0.0295818557
# 37  0.244012103 -0.23500596  0.169319837 -0.48935322  0.67342955 -1.4197437104
# 38 -1.012315590  0.91892256 -0.288801253  0.51331333 -0.78803227  0.0677889488
# 39 -0.919279173 -0.42095394 -0.621612977  0.46011396 -0.23771231  0.0512322694
# 40  0.205463321  0.92849957 -0.376809713 -0.20471337  0.86093847 -0.7361855216
# 41  0.212638407  0.50381930  0.554980526  0.09218527  0.86958853  0.0656551800
# 42 -0.327926856  0.29940265  0.108527879  0.53874195  0.08350943 -0.2091134866
# 43 -0.407269234 -0.27113328  1.133571328 -0.24705161  1.04626124  0.2587615984
# 44  0.377066062  0.14751552 -0.048168949  0.30822265 -0.20141139 -0.6566340854
# 45  0.975504019 -0.24716622 -0.464772743  0.47123045 -0.02337167  0.9576549634
# 46 -0.132107436  0.35025875 -0.660851574  0.20302781  0.01008253  0.2949019225
# 47  0.402430666 -0.57813631  0.710769813  0.32180121 -0.49999749  0.0330309139
# 48 -0.240444135  0.08337334 -0.045202680 -0.67908506 -0.15033196 -0.3785029411
# 49 -1.310092642 -0.26529230  0.528326117  0.49457580 -1.13792381  0.9634442080
# 50 -0.180858981 -0.98677042  0.235324937  0.58808930  1.01300661  0.4847517408
# 51  1.124158796 -0.14873536 -0.145829097  1.03742618  0.35465723  0.6349891075
# 52  0.736112495  0.14670154  0.505427253  0.58681653 -0.43677650  1.0315239455
# 53 -0.645007433  0.14540045 -0.368346567 -0.57428856 -0.64486470  0.2004784040
# 54  0.196095542  0.38883661  0.185502725 -0.85207436 -1.16482482  1.1295317278
# 55 -1.092777132  0.32272511 -0.880206429  0.08014928 -0.34551843 -0.0456692328
# 56 -0.242830638 -0.66785643 -0.903358678 -0.41693512  0.53806300 -0.5531531897
# 57  0.485562801  0.28782743  0.930331031  0.36132999  0.39186355  0.2912100622
# 58 -0.225792823 -0.48041807  0.306262235 -0.35982548  0.32219373  0.9348188164
# 59 -0.215412442 -0.78692980  0.041909922  0.59040113  0.65746072  1.0001537606
# 60  0.107068175  0.42539970 -0.301163112 -1.15550064 -0.31154103 -0.0703439606
# 61 -0.055186509  0.11790080  1.127719467 -0.24532344  0.23186857  0.0117412160
# 62 -0.221711508  0.61212696 -0.501927049  0.62473598  0.52572941  0.6267174984
# 63  0.119103015 -0.00511911 -0.498600684 -0.38693871  0.36055882 -0.9868770645
# 64 -0.065196486  0.67652154  0.506293476 -0.01850527 -0.47883764 -0.5894785270
# 65  0.180924684  0.07994780  0.387996181  0.02648374 -0.13379951 -0.0846502722
# 66 -0.219426927  0.53394254  0.117227371 -0.65243078  0.75436758 -0.6379504136
# 67 -0.852727493 -0.65135098 -0.108068117  0.91121018  0.50217811  0.3891965936
# 68  0.199005813 -0.22469756  0.842076121 -0.04724779  0.70361332 -0.5951944813
# 69 -0.696084587 -0.09404132 -0.725328194 -0.48537975 -0.24817978  0.2376556527
# 70  0.409939256  0.24722291  0.212192092  0.55003992 -1.28708224  0.0055307116
# 71  1.360828596 -0.06619059  0.155392234 -0.24259975 -1.21865219  0.2350439320
# 72 -1.505616033 -0.92868962 -0.124997090 -1.01454176  0.89335640 -0.1298629971
# 73 -0.751222820 -0.48924792  0.702552703 -0.14963871 -0.16740828  0.2746513147
# 74  0.051028945 -0.27508895  0.694051589  0.38379731  1.10989852 -0.4122885323
# 75  0.997303728  0.32377204 -0.448007053 -0.85007946 -0.38924030 -0.2803877150
# 76 -0.704794763  1.79728849 -0.262977457 -0.14358946  0.64651572  0.6653525789
# 77  1.221252707  0.77387638 -0.516125731 -0.61941322 -0.43027384 -0.6827203246
# 78 -0.739426858  0.83591177  0.462041836  0.84159363 -0.45810897 -0.7496713021
# 79 -0.497387312  0.97351079  1.256564733  0.21447641  0.13989987  0.5271171389
# 80 -0.414110515  0.65093592 -0.468964503  0.16800554  0.35348875 -0.4044651198
# 81 -0.318374449 -0.48426511  0.507189374  0.30359379  0.20850598 -0.6218643779
# 82  0.694825254 -0.37975503 -0.372498741  0.36805611 -0.12555495 -0.8290436860
# 83 -0.136712357 -0.37577370 -0.418033157 -0.89567567 -0.98600474  0.2629031298
# 84  0.828694657 -0.30501239  1.308894222 -0.05981810 -0.48306566  0.3345425665
# 85  0.814774595 -0.80598137  0.176155065 -0.49842444  0.24503995  0.6331905635
# 86 -0.422181609 -0.51224882  0.472280649  0.49157591 -0.05798137 -0.5714415153
# 87 -0.301753394 -1.13411990  0.417687598  0.37842808 -0.12614121 -0.9369134484
# 88  2.065007382 -0.21850510 -1.465967382 -0.62252850 -0.32013330  0.2196520105
# 89  0.244750224 -1.30193943 -0.256361631  0.16074381  0.10166936 -0.8944859045
# 90 -0.593294853  0.31641989 -0.830138983  0.78945712 -0.28229772 -0.5414568201
#           [,47]       [,48]        [,49]       [,50]         [,51]
# 1   0.167675038 -0.19924155 -0.416765702  0.25763648 -0.1073799684
# 2   0.149443625 -0.13972336  0.185157145 -0.19760088  0.7091325903
# 3   0.049530366  0.07219930  0.764533575  0.44201963 -0.1800340851
# 4   0.594938243 -0.04484198 -0.055269679 -0.71881893 -0.1957092187
# 5  -0.172495426  0.35309010 -0.698215538 -0.13412629 -0.1516827482
# 6   0.426998571  0.63099851  0.586824371 -0.02172368 -0.2719176654
# 7   0.003867385  0.05622984 -0.752005237 -0.17925283 -0.7625969529
# 8   0.115562191  0.06058965 -0.387310996 -0.52608730  0.9243900464
# 9  -0.077318259 -1.41155911  0.464161046  0.14048958  0.1896162623
# 10 -0.768667744 -0.46764897 -0.344245990 -0.28934799  0.0003267479
# 11  0.704609249 -0.35809790 -0.464863837  0.46352758 -0.0278316627
# 12  0.037894845 -0.40279884  0.216756478  0.02262262  0.8744783191
# 13  1.418006237 -0.44016921  0.176168442 -0.64737289 -0.5897147389
# 14  0.168567916  0.36712541  0.403407598 -0.17035939  0.4330753037
# 15 -0.427030817  0.63021287  0.998559316  0.49516434 -1.4320608416
# 16  0.478290184  1.09256384  0.431720585  0.04752719 -0.8197927158
# 17  0.053109301 -0.21894101  0.005638034  0.03515527 -0.2497811264
# 18 -0.716588013 -0.23358951  0.150460341  0.63858366  0.5997365274
# 19  0.356568141  0.16687027  0.082522306 -0.29543124  0.6310800356
# 20  0.057821210  0.11074545  0.347714176  0.06967099  0.1055374579
# 21  0.855261834 -0.09592534 -0.087066493 -0.54127698 -0.7164594235
# 22  1.094398809 -0.13225962 -0.621771211  0.90122711  0.3738098226
# 23 -0.448583928  0.14349716  0.177717230 -0.23118590 -0.2897041777
# 24  0.143798464  0.05625938  0.080076101 -0.39349325 -0.2169710796
# 25  0.091263710  0.83317279  0.238217339 -0.20636246  0.0278239643
# 26 -0.055123169 -0.10917579 -0.248322315  0.85750262  0.4902991347
# 27  0.481733829  1.07752625  0.107350392 -0.53309279  0.0901631184
# 28 -0.415173582 -0.45473398 -0.269713982 -0.31876635  0.5803496540
# 29  0.032812404 -0.52378335 -0.142531075 -0.22230685  0.6468966070
# 30 -0.555042917 -0.75552958 -0.891460861  0.03983571 -0.2427898923
# 31 -0.986341723 -0.77460343  0.610032211  0.51752264 -0.7947086987
# 32  0.652624685 -0.71379230  0.577118761  0.68340946 -0.1567819742
# 33  0.408480683  0.48471241  0.820397845  0.82433636  1.0600824999
# 34 -0.257044276  0.18150800 -0.222492554 -0.82094555  0.1348518072
# 35  0.175837018  0.12974918 -0.344178294 -0.16609103 -0.4954862981
# 36 -0.036891515 -0.12213813  0.170201174 -0.20920676 -0.3849630336
# 37 -0.471842599 -0.36525131 -0.264146300  0.67641085 -0.4658098085
# 38  0.085063970  0.47028963  0.607279042 -0.29699306 -0.3329045342
# 39  0.774232208 -0.64637416 -0.046566606 -0.46981568  0.7466680287
# 40 -0.599521846  1.24350779  0.127755851 -0.50880221  0.5791411702
# 41 -0.918173880 -1.50160473  0.560534302  0.37031224 -0.6864649212
# 42 -0.258908509 -0.61595206  0.505621481 -0.17554569 -0.0925865004
# 43 -0.282253366 -0.12754485 -0.142032990 -0.35034144 -0.0708831840
# 44  0.292689529 -0.01836951  0.213613987  0.57949774  0.0284266064
# 45  0.683934319  0.05797461  0.593552130 -0.01160193 -0.0586200198
# 46 -0.171847799 -0.03412438 -0.422679232  0.99497122  0.2178716066
# 47  0.080420786  0.10764316 -0.350304281 -0.62652214 -0.7569470690
# 48 -0.012154089 -0.11144150 -0.023341252  0.05700558  0.7995651728
# 49  0.465306367  0.56997120 -0.872555500  0.29073439 -0.5434262758
# 50 -0.315025247 -0.47664039 -0.604421738  0.82341673 -0.9129121658
# 51 -0.651211958  0.85391721 -0.109478034 -0.15508472  0.3974750867
# 52  0.679078508 -0.09558016  0.715978140 -0.03277750 -0.1225876951
# 53 -1.596473931  0.05716829 -0.206823023 -0.16559163 -0.7544229130
# 54 -0.886483185  0.49422350 -0.939435068 -0.26705855  0.5290908718
# 55  0.083182147 -0.66414654 -0.865860336 -0.59525787 -0.5718908320
# 56 -0.138755997  1.20073996  0.042496457  0.60091210 -0.8101913850
# 57  0.633972726  0.10449260 -0.774232832  0.89941901  0.5581296961
# 58  0.753876957  0.46445145  0.298841408  0.63237090  0.2637628881
# 59  0.036492609 -0.25176670  0.266881758 -0.22878553 -0.1500135896
# 60 -0.298055060  0.01416758 -0.803337513 -0.82513974  0.0730186835
# 61 -0.974743614  0.07586054  0.774246560 -0.35669832  0.3913095222
# 62  0.297908884 -0.48400244 -0.382230763 -1.35808569  0.1925562617
# 63  0.589143573 -0.76772863 -0.183960867  0.53403016 -0.1449062148
# 64 -0.418024755  0.90760276 -0.027801984  0.73978199  0.4206792969
# 65 -0.543007587 -0.47030438  1.002256211 -0.47138567  0.0351746384
# 66  0.426710597  0.48260869 -0.480986618 -0.84915312 -0.6772868062
# 67 -0.184504561  0.16107579 -0.186572991  0.24503265 -0.3536343442
# 68  1.062689244 -0.13353888 -0.260508515  0.62563633 -0.0445698036
# 69 -0.345375531  0.77187538 -0.023579812  0.29680806  0.5208232329
# 70 -0.024991707 -0.49918837  0.516666396 -0.07669914 -0.4084152099
# 71 -0.830827995 -0.20544758 -0.149949459 -0.23089624  0.2379520588
# 72  0.317192493 -0.61017447  0.309773711 -1.01554196 -0.0553367464
# 73 -0.676267911  0.61860444  0.484899962  0.08839884 -0.1416786640
# 74 -0.337017048 -0.11424471 -0.863319329  0.61923450  0.2736030315
# 75  0.236915377 -0.35237063 -0.225593653  0.01350813 -0.2372071046
# 76 -0.446865482  0.51746491 -0.207447420 -0.07765347 -0.0270097061
# 77 -0.129264830  0.56866073 -0.778019872  0.57434823 -0.3899179793
# 78  0.161782559 -0.48804751  0.559463678  0.73288642  0.3618268097
# 79  1.431492798  0.53006717  0.185077387  0.59396060  0.2803437906
# 80  0.115218656 -0.57851032 -0.946817307  0.05909780  0.5414859740
# 81 -0.105292947  0.71204845 -0.191135070 -0.30510620  0.4700719941
# 82  0.701405557 -0.56038180 -0.018856938 -0.47115917 -0.1912184484
# 83  0.047934431 -0.25317633  0.672042445  0.40852485 -0.1950709265
# 84 -1.231258384 -0.15542465  0.367748057 -0.40001098  0.3949873080
# 85 -0.123357033  0.39564551 -0.728410995 -0.16814835 -0.6171400896
# 86 -0.217414071  0.56814314 -0.706323348  0.47558980  0.4861690676
# 87 -0.061460788  0.34747708  1.080557285 -0.79800142  0.2954441583
# 88  0.510310768 -0.29688403  1.102342808 -0.14369660  0.0975745936
# 89 -0.677684947  0.06971178  0.079833405  0.36305280  0.5890895494
# 90 -0.341680973 -0.33566979  0.070746482 -0.47676977  0.2455282418
#            [,52]        [,53]        [,54]       [,55]        [,56]
# 1  -0.4234385665  0.624295811  0.515726453 -0.32507415 -0.096027086
# 2   0.1912533756  0.167892142  0.416803511  0.40784027 -0.331000697
# 3   1.1215479741 -0.576658197 -0.147400940  0.42812407 -0.223669573
# 4   0.2532993001  0.624409136 -0.077588699 -0.45776507 -0.252929269
# 5  -0.5582584425  0.116500506 -0.340711271 -0.19982663  0.284994527
# 6   0.0629194155 -0.403736412 -0.662923684 -0.13394447 -0.025421711
# 7  -0.0007469887 -0.884170991 -0.496459522 -0.06689015  0.030567869
# 8   0.5685799501  0.451188813 -0.226569294  0.51193285 -0.466734192
# 9  -0.0070245206 -0.369614861 -0.409836896 -0.57556412  0.079454016
# 10  1.3778150526  0.235867483 -0.650223259  0.65544883  0.234545756
# 11  0.7687931247 -0.239390170  0.263548880 -0.21147422  0.098970205
# 12  0.2641544719 -0.382245638  0.198695998 -0.36120891 -0.376967393
# 13  0.2874112587  0.158584972  0.332275499 -0.19571221  1.126335313
# 14  0.0312528088  0.377133829  0.162779311  0.37396157 -0.712190968
# 15 -0.1145247514 -0.238031423  0.200823774  0.32652109  0.250348078
# 16  0.0055101847  0.175097295  0.388136048  0.33266455  0.243760451
# 17 -0.1202066785 -0.320095149  0.012331984 -0.17766363 -0.188953569
# 18 -0.3697944122  0.489091734 -0.258358319  0.16468329  0.042629656
# 19  0.3620105760  0.321393248  0.142594426 -0.11039263 -0.037597655
# 20  0.0653466406 -0.221253334  0.320766891 -0.15910243  0.179105427
# 21 -0.5529362717 -0.421627944 -0.006627682 -0.52574602 -0.507862131
# 22  0.4285892136 -0.778957813 -0.108044550  0.79355467  0.173144910
# 23  0.0650826433  0.892776573 -0.561674918  0.32165788 -0.201510285
# 24 -0.1369284139  0.328689721 -0.151795885 -0.39120747  0.032224487
# 25 -1.0471659247 -0.447325759 -0.512563405 -0.01885952 -0.131538070
# 26 -1.1489206452 -0.147977710  0.573548736  0.19297665 -0.202323543
# 27  0.6136793384  0.042581263  0.096387291 -0.28938116 -0.025208504
# 28 -0.5506823028  0.357417697 -0.016442684  0.38314592  0.356928155
# 29 -0.5592897779  0.080045797  0.111877459 -0.12330746  0.216223261
# 30  0.1132443847 -0.285055407  0.185389123 -0.29752621 -0.609847364
# 31  0.0873239474 -0.036408665  0.009635565 -0.05135984 -0.633013212
# 32 -0.2053226797 -0.446210072 -0.087671125  0.01568742 -0.016670340
# 33  0.5897781631  0.404734219 -0.210586642 -0.25145415  0.466849902
# 34 -0.1329145127  0.727249959 -0.222814219  0.59892017  0.664682484
# 35 -0.1550212829 -0.345570565 -0.769274939  0.12450444 -0.398741639
# 36 -0.1580615529 -0.162715271 -0.070564691 -0.06482805  0.420853802
# 37 -0.1659523070  0.241925622 -0.042145100  0.35071772 -0.496377359
# 38 -0.2569041480  0.042574970 -0.917870096  0.21756082 -0.073432260
# 39  0.2010469101  0.049077874 -0.206324014 -0.12046169 -0.323918210
# 40  0.3143322301 -0.293568796  0.294770302 -0.09123447  0.982722992
# 41  0.4269599598  0.051530581  0.099524931  0.04945080  0.445335464
# 42 -0.7216395074 -0.378263432  0.565825339  0.15797470 -0.427365432
# 43 -0.5970851329 -0.250054777 -0.355527074  0.07707665  0.090462431
# 44  0.4241002321 -0.004540835  0.318998680  0.08502344  0.320408793
# 45 -0.4960289785  0.041865348  0.098827664  0.57714948  0.003507318
# 46  0.4168382420  0.220129177  0.623382697 -0.57533955 -0.462312852
# 47 -0.0955494755  0.300045014  0.109089282 -0.72039805  0.016775499
# 48  0.0988870569 -0.932957110 -0.434763273 -0.89016758 -0.155949038
# 49  0.5671173935  0.379860252  0.795678698  0.53682985 -0.284062864
# 50 -0.2523930955  0.410473639  0.548350998 -0.62237132 -0.091869004
# 51  0.0335460751 -0.947760463 -0.307226408 -0.08219594 -0.424175028
# 52 -0.1027246307  0.842923860 -0.672096679 -0.66825278  0.097330286
# 53  0.5542429887  0.391623614  0.063631475  0.45781311 -0.318056722
# 54 -0.2421758627  0.376821159 -0.446742531  0.13310414 -0.044240270
# 55 -0.1875258443 -0.210451297  1.102704610  0.84703916  0.513725065
# 56  0.2392511440  0.696547914  0.333328136 -0.63970612 -0.249741220
# 57 -0.6955030970 -0.032331303 -0.527460341  0.58493000  0.008518732
# 58  0.0983015681 -0.142275771 -0.125796108  0.29045501 -0.124330817
# 59  0.5595331216 -1.452555740 -0.235133480  0.46150106 -0.085711135
# 60  0.2612699415 -0.213479378  0.478902787 -0.39286407 -0.499535366
# 61 -0.1999541228  0.154887421  0.326141363 -0.04659436  0.461934535
# 62  0.0087440193  0.060205982  0.826039653 -0.17442997  0.338837216
# 63 -0.6648990773 -0.098029508  0.395694531  0.09834999  0.913271577
# 64 -0.1646087360 -0.493990447  0.143544316  0.61892350  0.128595983
# 65 -0.0124893239  0.234976656  0.018758279 -0.30285729 -0.069616828
# 66  0.0137116146 -0.420646226  0.204953150 -0.05010107 -0.455381198
# 67  0.3281482137  0.162117856 -0.956293303 -0.44257612  0.039169687
# 68  0.0780442750  0.732611324 -1.054622115 -0.04405873  0.713810064
# 69 -0.3421528500  0.174750610  0.335352294  0.01403809  0.785153962
# 70 -1.0964413632  0.270964617 -0.560066328  0.45475599 -0.139381494
# 71 -0.1173933684 -0.906696209 -0.133682178 -0.07318033  0.005955313
# 72  0.2019083252  0.374768812 -0.267871319  0.75808468 -0.381037311
# 73  0.3185319438 -0.227606069  0.363213704 -0.26738547  0.281074769
# 74  0.3255869271 -0.190792450  0.172437574 -0.17106488  0.542603674
# 75 -0.3369181047  0.360567188 -0.630058540 -0.84448920 -0.139108328
# 76 -0.3600997065 -0.091373599 -0.106232872 -0.60797968  0.207422791
# 77  0.8249047548  0.447042734  0.208706758  0.20271345  0.156970449
# 78  0.0459620808  0.431348647  0.406593048  0.33593462 -0.066914121
# 79 -0.3440398233  0.137462815  0.452302335 -0.47284179 -0.717487708
# 80  0.4434130698 -0.104238829 -0.803355159  0.01933545  0.447222901
# 81 -1.1352578333  0.198865324  0.357215887  0.64054141 -0.540753582
# 82  0.3628455263 -0.295172816  0.331786230  0.50242304 -0.316936289
# 83 -0.6117488696 -0.388849388 -0.025889430 -0.05513980  0.507900232
# 84  0.2705536923  0.099992372  0.918452876 -0.32599337  0.407490997
# 85 -0.2026976719 -0.191033847 -0.369356919  0.77107448  0.252833839
# 86  0.4619194228 -0.294549388 -0.530017611 -0.64837814  0.061000799
# 87  0.1732163334 -0.670038919  0.568108198 -0.42910240  0.371626037
# 88  0.8676396376  0.723116633 -0.179452747  0.30707483 -0.541743480
# 89  0.0109586012  0.849570177  0.524726947 -0.07511857 -0.356984818
# 90 -0.5456864700 -0.095296414 -0.042247444 -0.35892791 -0.778649774
#           [,57]        [,58]         [,59]        [,60]        [,61]
# 1   0.114143289 -0.384558830  0.0116279992 -0.022772169  0.136895861
# 2   0.164205442  0.791189426  0.3490478983  0.079873076 -0.068658032
# 3   0.183287900 -0.378260059 -0.5683380721 -0.061165451 -0.214510066
# 4  -0.033602022 -0.291439651 -0.0464299476 -0.415869711  0.078576599
# 5  -0.197203197 -0.251861896 -0.2913529926 -0.170027011 -0.157394235
# 6   0.010060287  0.563328913  0.5783024995  0.310970774 -0.312124803
# 7  -0.140380306 -0.187216545  0.7446772512 -0.087563944 -0.631060205
# 8   0.427914522 -0.144700917 -0.3145899794 -0.276069532 -0.242321837
# 9   0.099398749 -0.740340782 -0.1714452013  0.581561111  0.633624880
# 10  0.078379036  0.168096575 -0.1794925209  0.078402508 -0.111363873
# 11 -0.708002096 -0.024715090 -0.5136147428  0.158268502 -0.446037479
# 12 -0.307415908  0.719070437  0.3265283134 -0.067745470 -0.026373578
# 13  0.566104448 -0.508030212  0.0681769109  0.182749806 -0.536499769
# 14 -0.313639101 -0.258686678  0.3861050562 -0.181293732  0.117888712
# 15  0.163130145  0.431024715  0.0184497360 -0.410354010  0.074252495
# 16 -0.360246954 -0.379420487  0.2361185418  0.384385414  0.259189922
# 17  0.395089439 -0.736028526  0.2633032885 -0.468981920 -0.236631046
# 18  0.171474381 -0.027909065 -0.3016897274  0.088143489  0.104471233
# 19 -0.008594763  0.243147149  0.2648525905  0.272723364  0.187559902
# 20  0.498209628 -0.746931421  0.2769909997 -0.552433239  0.219697698
# 21 -0.291012144  0.573814235 -0.2503475451 -0.352795940  0.166802355
# 22 -0.016741794 -0.581973180 -0.2073748905 -0.282291469  0.111426077
# 23 -0.329693570 -0.043779907 -0.2889258609  0.237131515  0.308860622
# 24 -0.242680212  0.480508291  0.0763403213 -0.350143174  0.411370589
# 25  0.277080449 -0.403419645  0.0758448129  0.260659663 -0.259371750
# 26  0.210975742  0.371684175 -0.4369823110 -0.095945303  0.004377097
# 27  0.242291993  0.120814114  0.0227420552 -0.121623599  0.188318631
# 28  0.056761019  0.283562870 -0.2740264733  0.931984212 -0.095245119
# 29 -0.137791586  0.334672619 -0.4117676131  0.175780270 -0.231531255
# 30 -0.217989080  0.017296013 -0.0662033435 -0.154564272 -0.497870809
# 31  0.024232992  0.757747236 -0.3269077084  0.087642636 -0.204098107
# 32 -0.013489253 -0.060653178  0.0256450744 -0.160507744 -0.115478955
# 33  0.482062405  0.390249313 -0.5098158883 -0.426140129 -0.149563652
# 34 -0.346355472 -0.320420830 -0.0870586135 -0.204683251  0.433514294
# 35 -0.261691998 -0.091997196 -0.2750520416  0.105906946 -0.034193390
# 36  0.578899313  0.958172462 -0.0998487048  0.270966833  0.005337838
# 37 -0.015241082 -0.183826999  0.0166550025  0.005634939  0.080433024
# 38  0.471674212  0.221637846  0.1173832550 -0.341366143 -0.409031675
# 39 -0.220004496  0.259161478  0.2545644455 -0.451876777  0.318490032
# 40  0.634583651  0.418684779 -0.0356873543  0.095193978  0.193209795
# 41  0.239398534  0.302108917  0.5458179025  0.301864080 -0.305860075
# 42 -0.047837110 -0.285625729  0.2083069761  0.438521772 -0.059295196
# 43 -0.039962376 -0.298320412 -0.0073877555  0.080904772 -0.021592596
# 44 -0.809672795  0.093109803 -0.1440173744  0.086567873  0.181294908
# 45 -0.195295436 -0.173618215 -0.2622647744  0.522823377  0.430211989
# 46  0.094384575  0.405301808  0.1292417811 -0.358223535  0.111109771
# 47  0.613360878  0.413486446 -0.9276583844  0.354038959 -0.032017317
# 48  0.201056053 -0.322655634  0.2434120061  0.452068232  0.185769692
# 49  0.334435851  0.455035438  0.3905324178  0.508688409  0.391801996
# 50  0.547991828 -0.147614137  0.0064928688 -0.279325993  0.175170643
# 51  0.120463420 -0.398036356  0.2460755238  0.031095223  0.074728218
# 52 -0.101160058 -0.411451461 -0.0919961431  0.482033457 -0.065493480
# 53  0.013099210 -0.086460674 -0.2772223720 -0.527221497 -0.002620730
# 54 -0.442832459 -0.081031684  0.0513710031  0.351498151 -0.219636474
# 55  0.232244074  0.032640985  0.2854900727  0.123657166  0.342641643
# 56 -0.377202464 -0.380384593 -0.2848576793  0.602011769 -0.283407236
# 57 -0.567345439  0.364098645 -0.0406495015 -0.388085380  0.003025895
# 58 -0.105873237 -0.341019695 -0.0340437809 -0.478643889 -0.447625853
# 59 -0.691595750 -0.017865561  0.0850572808  0.166707238  0.100540635
# 60 -0.687761399 -0.097333115  0.1817162897  0.051438011  0.659363130
# 61 -0.600038747  0.234520424  0.3028155174 -0.100967438 -0.539273291
# 62 -0.487480316  0.334918071 -0.3650414949 -0.315429618 -0.397664378
# 63 -0.323059496  0.209707554 -0.1841239202 -0.092791138  0.246055929
# 64  0.454507138 -0.069839922 -0.2637680152  0.271164986  0.078490929
# 65 -0.694097328 -0.153309410 -0.0133180451 -0.031668238  0.132483458
# 66  0.203991510 -0.097999494  0.1726237994  0.101165794 -0.011257198
# 67  0.221228280  0.490620786  0.1417572170 -0.691217379  1.032538219
# 68 -0.553927144 -0.122694308  0.7890834913 -0.204339776 -0.405850106
# 69 -0.285720557 -0.125785379  0.1669496448  0.058082797  0.007957274
# 70  0.308336201 -0.003575706  0.1591377954 -0.306371542  0.252316316
# 71  0.569802094 -0.025516696 -0.0008773759  0.172830050  0.207312647
# 72  0.852169082 -0.262322627 -0.1616027288  0.253737299  0.549086538
# 73 -0.553611322  0.319256477 -0.1851589315  0.414114852 -0.072126789
# 74 -0.031586230 -0.645463289 -0.5199157776 -0.090095765 -0.154472039
# 75 -0.676082737  0.111626885 -0.0048424804 -0.178402872  0.064142107
# 76  0.522257577  0.087241880 -0.1042372441 -0.161171495 -0.434156513
# 77 -0.099409075 -0.117458315  0.3719402525 -0.157521547 -0.024090606
# 78 -0.085071544 -0.289037522  0.3150664659  0.121991603 -0.088151248
# 79  0.189318857  0.225568062  0.1834967671  0.553460733 -0.132794010
# 80  0.565013746 -0.047070219  0.7139398641  0.234467925 -0.308816373
# 81 -0.267849844 -0.089254731 -0.1094304699 -0.469007726 -0.404750122
# 82  0.284379930  0.185626974 -0.2962704670  0.046295234 -0.473594288
# 83 -0.046201517  0.103884745 -0.1665307985 -0.225352946  0.687521620
# 84 -0.165869632 -0.177371817  0.6656223275 -0.044319383  0.413897091
# 85 -0.119793456  0.298677166  0.0095579136  0.080830997 -0.142512500
# 86 -0.004287089  0.146321946 -0.4386672854  0.193132014  0.312279422
# 87 -0.126022341 -0.429929489 -0.3723185273 -0.791923593 -0.076445279
# 88 -0.156277478 -0.110422104  0.1253764480  0.024990767 -0.325169528
# 89  0.635803463 -0.059599216  0.3969336820 -0.128296741 -0.146297177
# 90  0.451498068 -0.303377054 -0.0880185008  0.288428905 -0.119707687
#          [,62]        [,63]        [,64]       [,65]        [,66]         [,67]
# 1  -0.23754539 -0.421258787 -0.071595260 -0.03337600  0.086817837  0.1790361412
# 2  -0.18927182  0.525032923 -0.303670830 -0.17149488 -0.028100949  0.4634121377
# 3   0.35572413 -0.243732855  0.317891699  0.15501206 -0.235612049 -0.0560674840
# 4  -0.30319351  0.124306613 -0.119250843  0.05347267  0.166879364 -0.2406989327
# 5  -0.33864531 -0.086142665 -0.015010647  0.18020417 -0.290621339 -0.3618234595
# 6   0.55103637 -0.111967812 -0.110736933 -0.05089274 -0.163953106 -0.0355260568
# 7  -0.51559004 -0.457266719  0.260005223  0.14949362 -0.246901550  0.0535879826
# 8  -0.11605154 -0.122659819  0.336314078 -0.31203041 -0.093780933 -0.1971817570
# 9  -0.14279812  0.229518909  0.279696108 -0.53528245 -0.293761395  0.0016820833
# 10 -0.10617004 -0.125362830 -0.117598232  0.11689509  0.156517028 -0.0296665143
# 11  0.48438956 -0.133698488 -0.188492541  0.16714038  0.375291333 -0.1472851775
# 12  0.17434823 -0.377567088 -0.269192205 -0.44650528 -0.200473335  0.1854583417
# 13  0.51935643 -0.516024614 -0.454023731  0.06936344 -0.183351004  0.1595177557
# 14 -0.11198272 -0.470711134  0.206422805  0.21675772 -0.173290920 -0.0636558581
# 15 -0.35305060 -0.083288492 -0.331979598 -0.40070226  0.015592295 -0.0180795373
# 16  0.26502513  0.062173603  0.228233307 -0.36966972 -0.189674847 -0.1804600629
# 17  0.51073256  0.340613413  0.007306677 -0.10196402  0.201179099 -0.2436348650
# 18 -0.32093176 -0.284533226 -0.106272418  0.01406148 -0.061511774 -0.0600994835
# 19  0.44685795  0.415885343 -0.020658276 -0.02574482 -0.066290523 -0.1191074058
# 20  0.43070036  0.292102119 -0.060103815  0.20748768 -0.042466956 -0.0822707184
# 21  0.14361689  0.338379377 -0.170943175 -0.25623032  0.320746105 -0.0104175940
# 22 -0.21056246  0.323944758 -0.499542133  0.14151681 -0.326670995 -0.1739888822
# 23  0.03179346  0.062733360 -0.068134300  0.01944776  0.221703244 -0.1395794745
# 24 -0.38885305  0.024232498 -0.171748780  0.17293147  0.291731100  0.0465466870
# 25 -0.11312132  0.318480749  0.243221508 -0.20945893 -0.038330054 -0.2279911683
# 26  0.11659350  0.014865458  0.194408226  0.23120633  0.230839443 -0.1787200174
# 27 -0.32156275 -0.549872042  0.178825838  0.19560400 -0.163166169  0.2665739505
# 28 -0.05203479  0.247773041 -0.140306944 -0.17324339 -0.160274387 -0.0716190345
# 29  0.22963080  0.176273534  0.205103774  0.29341314  0.145794064 -0.1720944870
# 30  0.39840558  0.061133228 -0.239620496  0.01414329 -0.219422471  0.1223801371
# 31 -0.92675082  0.156516634 -0.175472880  0.30938538  0.154974896 -0.1566494056
# 32 -0.05668601 -0.104377952  0.346881104 -0.63432986 -0.329498895  0.1104348395
# 33  0.15337057  0.076396645  0.083907913  0.04610923  0.127717209 -0.1343422171
# 34  0.09639293 -0.134079800  0.022071798 -0.45702147  0.201837893 -0.0769547603
# 35  0.13052226 -0.418909634 -0.226769757 -0.22016313  0.285417502 -0.2612641986
# 36  0.45127453 -0.066128190  0.557600043  0.44702755  0.051542534 -0.0513859858
# 37  0.50023361 -0.001485250  0.106199915 -0.33383638 -0.165151590  0.2856247359
# 38 -0.10327252  0.744401365 -0.210107445  0.25274779 -0.281823121 -0.0282449723
# 39  0.23275288 -0.022657556  0.022595613 -0.13556948 -0.234049709 -0.1291157318
# 40 -0.26338051 -0.168489933 -0.199326318 -0.14036588  0.168394401  0.0216777919
# 41  0.03596224 -0.190463196 -0.344177618 -0.21457082  0.058323215 -0.1667548198
# 42 -0.23620949 -0.151858714  0.087072514  0.31528538 -0.061106965 -0.2831519094
# 43  0.47006554 -0.136489574 -0.444642827  0.21283905 -0.083854130  0.1172374737
# 44  0.11960698 -0.139951140  0.299627164 -0.24604619  0.037019124 -0.4996817224
# 45 -0.18391112  0.302309530 -0.117148491  0.22911522  0.029613219  0.1710549529
# 46 -0.20412100  0.138717085 -0.298826471  0.22597922 -0.080073057  0.1337731353
# 47 -0.30824925 -0.360173280  0.285764166 -0.16924797 -0.450775193  0.0596715344
# 48  0.21663288  0.038010963 -0.199295331  0.07167489  0.473132007 -0.0619326929
# 49 -0.15271695  0.026514934  0.658186066  0.05536539  0.353085421 -0.3457499892
# 50  0.13829886  0.290551288  0.329752579 -0.02558245  0.142301943  0.0825313835
# 51 -0.01375247 -0.017003406  0.184931516 -0.15763498  0.152249132  0.1973106491
# 52 -0.11379404 -0.161851619 -0.302523958  0.15621475  0.247447761  0.1739170632
# 53  0.15411642  0.044627082  0.461134279  0.12055870 -0.145133488  0.1308446617
# 54 -0.07243052  0.114787298 -0.542003432 -0.39133183  0.024402473 -0.1224541127
# 55  0.12767187 -0.258858266  0.113994670  0.08196215  0.265528929  0.1221409424
# 56  0.07720279  0.447610839 -0.010511673  0.06583106 -0.017560897  0.4431280663
# 57  0.46275243 -0.401420231 -0.375595457 -0.01948903 -0.285373992 -0.0349053390
# 58 -0.27992441 -0.177619108 -0.045572568 -0.43782554  0.397944012  0.1005021534
# 59 -0.31864110  0.248113578  0.523796038  0.32383260  0.221596836  0.2717077284
# 60  0.13702341 -0.144040086 -0.042605382  0.35705211 -0.121361195 -0.0168512056
# 61  0.21647759  0.168214875  0.609779878 -0.16653418  0.062797400  0.1723728668
# 62 -0.22519326  0.206965916  0.197730891 -0.07219655 -0.255936530  0.2145534387
# 63 -0.37246013  0.212137921  0.028230640 -0.14191781  0.027581472  0.1706753038
# 64  0.21767088  0.192176973 -0.222632380  0.28884416 -0.130516622  0.0780112067
# 65  0.17927880 -0.073659127  0.117131025  0.15830226  0.121041683  0.2239904848
# 66 -0.13420095 -0.102347103 -0.367593103 -0.12541477  0.163225496 -0.0385374277
# 67  0.18182371  0.084831688 -0.210236912 -0.23062018 -0.185170197 -0.1480357279
# 68  0.09347285  0.035499880  0.161135679  0.29920594  0.097131875 -0.2617526234
# 69 -0.20118201  0.210449181  0.109856683 -0.14337419  0.014767011  0.2389775429
# 70 -0.05644477  0.198330068  0.202514617  0.24377950  0.358047015  0.2753224009
# 71  0.09253167 -0.637103591 -0.223403234 -0.09492363  0.267172292  0.0060106064
# 72 -0.03923423 -0.008486484 -0.111510427  0.18228005 -0.057845318  0.2753724358
# 73  0.05763952 -0.003904380 -0.088274717  0.35950869 -0.354922752 -0.1414353042
# 74 -0.24935411  0.113783914 -0.147092609  0.01143834  0.003145428 -0.0606048170
# 75 -0.36747301  0.077674603  0.369338120  0.27277585 -0.167020274  0.1128645631
# 76  0.38590941 -0.299304800  0.098030264 -0.07952220 -0.048832532  0.0714909410
# 77 -0.08522594  0.280525675 -0.368483093  0.15224365 -0.293683774  0.1170625210
# 78 -0.13046009 -0.661900130 -0.318646165  0.19510158  0.053976376  0.3061279173
# 79 -0.24965097 -0.074105175  0.050905126 -0.19609566 -0.215839564 -0.2162158855
# 80 -0.22779418  0.159603379  0.422098315 -0.01030111 -0.004729972  0.1537363982
# 81  0.33957285 -0.060578892  0.140365615  0.14917262 -0.075015884 -0.0414412247
# 82  0.03066674  0.449731490 -0.083078937 -0.21508762  0.121618506  0.0110169536
# 83 -0.04767543 -0.294375329  0.042284860  0.31070486 -0.008710536  0.0255403897
# 84 -0.18440401  0.548341601  0.053118487  0.28824836 -0.333848532 -0.2545000354
# 85  0.19064002 -0.123636735 -0.086548572 -0.34912564  0.014950022 -0.0093039722
# 86 -0.15811242  0.045554339  0.396847153  0.06489277  0.156499628  0.5500494170
# 87 -0.33492587  0.122241327 -0.227320063 -0.07101388  0.220629085 -0.1332355057
# 88  0.22176467  0.135961785 -0.043860214  0.04264783  0.174204189 -0.0007389343
# 89 -0.23009441  0.035055076  0.116208910 -0.14464612  0.015368079 -0.1496403446
# 90 -0.02044866 -0.083740609 -0.164379694  0.02210573  0.087714504 -0.2680788801
#           [,68]        [,69]        [,70]
# 1   0.152438929  0.323909966 -0.008476064
# 2  -0.080764443  0.224957452  0.004264077
# 3  -0.115014516 -0.008877666  0.045827853
# 4  -0.008034556 -0.018827780  0.052899791
# 5   0.020415085  0.083106755  0.001822208
# 6   0.074812142 -0.017218858 -0.067015526
# 7  -0.061351483 -0.021456613 -0.284659898
# 8  -0.073193718  0.133875126 -0.081276374
# 9  -0.002495001 -0.179662204  0.093878300
# 10 -0.180312868 -0.146597215  0.160638854
# 11  0.013566797 -0.142692830 -0.391469884
# 12  0.152350013  0.052987649  0.039633196
# 13 -0.252095082  0.140163713  0.188502034
# 14  0.120729984 -0.101106568 -0.115129260
# 15  0.201297768  0.143738019  0.245390660
# 16  0.174971675  0.010594484 -0.076879303
# 17 -0.435992168 -0.022355667 -0.008382967
# 18 -0.153927785 -0.125382616  0.117590801
# 19 -0.104398125  0.156353970 -0.087026109
# 20  0.149565111 -0.136878753 -0.328509955
# 21 -0.198091790  0.086411010  0.196360450
# 22  0.042786447  0.143342632  0.039519871
# 23  0.017457011 -0.029805202 -0.157835413
# 24 -0.065429232  0.052600875  0.071515437
# 25  0.284774662  0.216618592 -0.191160900
# 26  0.064254671 -0.054607973 -0.027978150
# 27  0.018365402 -0.039540208 -0.166998918
# 28 -0.211905949  0.097757227 -0.018106020
# 29 -0.175059827  0.054866695  0.012317783
# 30  0.250177653 -0.017200049 -0.150078953
# 31 -0.096302365  0.093659522 -0.099632661
# 32 -0.043544067 -0.228505567 -0.211670912
# 33  0.188208335 -0.193969174 -0.036186027
# 34  0.023789839  0.109937988 -0.097112652
# 35 -0.071744556 -0.106815402 -0.077617266
# 36  0.250555373 -0.105857254  0.030431324
# 37  0.030631100 -0.094869146 -0.249927895
# 38  0.286781333 -0.163294014  0.035568744
# 39 -0.283005643  0.253428882 -0.055059676
# 40 -0.190736639  0.097234600 -0.265262488
# 41  0.067189430  0.100707556  0.172182505
# 42 -0.036556738  0.051765517 -0.034355521
# 43 -0.119424792 -0.395072142 -0.126708673
# 44  0.208627977  0.299514282  0.125322788
# 45 -0.141559294 -0.329247116  0.019616380
# 46  0.135325856  0.108001135 -0.194326689
# 47 -0.010174311 -0.089962044  0.254153807
# 48 -0.013674543  0.169150217  0.170280520
# 49  0.079015241 -0.295775425  0.053855329
# 50 -0.227357680 -0.078528756  0.027344683
# 51 -0.221251267  0.225560460  0.217438303
# 52  0.391771687  0.068899049 -0.076830597
# 53 -0.124443289  0.250171200  0.002723839
# 54  0.058580235 -0.022351806 -0.098320595
# 55  0.189378188  0.113583092  0.140549281
# 56  0.021305885  0.084036950  0.065848198
# 57  0.207709409 -0.048317920  0.247783038
# 58 -0.035465868 -0.091810493  0.223861753
# 59 -0.068841496  0.050911607 -0.045010343
# 60  0.445443096 -0.047786989  0.219592990
# 61 -0.005883252  0.121128418  0.137197365
# 62 -0.020326100 -0.221941636 -0.146679136
# 63 -0.040259018 -0.077627889 -0.142244173
# 64  0.002969136  0.065139335  0.047220635
# 65  0.033032177  0.107839388 -0.096345003
# 66 -0.174290583 -0.011507691 -0.014785616
# 67  0.015206198  0.018190414 -0.024642412
# 68 -0.090740333 -0.046729540  0.011483770
# 69 -0.301454084 -0.178712847  0.126802836
# 70 -0.031864513  0.191847084 -0.164444981
# 71 -0.259150082  0.045875516 -0.142545114
# 72  0.097328719  0.112106811 -0.010080165
# 73 -0.341448386  0.134260376  0.075132875
# 74  0.311222410  0.292348558 -0.088570648
# 75 -0.034491195 -0.184199396  0.168254190
# 76  0.160102342 -0.013226001  0.001205056
# 77 -0.181782035 -0.014003998  0.078454292
# 78 -0.089655842 -0.244309955  0.090304375
# 79 -0.219430887  0.118118258 -0.088366410
# 80  0.352403711  0.208442826  0.060268654
# 81 -0.137623573  0.012853628  0.018708860
# 82  0.334020806 -0.217359809  0.086427754
# 83 -0.121637830  0.175493627  0.090209369
# 84 -0.029772438 -0.306684484 -0.032918597
# 85  0.029345573 -0.229683387 -0.149613814
# 86 -0.125857754 -0.189439294  0.012383268
# 87  0.297057527 -0.173296705  0.148542540
# 88  0.019320494  0.094233761  0.107973263
# 89  0.094575590 -0.337698504  0.112946962
# 90 -0.061044023  0.105070362  0.280010894
# 
# $loadings
#               [,1]         [,2]          [,3]          [,4]          [,5]
#  [1,] -0.240225999  0.087822035 -0.0001955634  0.0908696401 -0.0045735066
#  [2,] -0.214558296 -0.030649660 -0.0625561428 -0.0029240368 -0.0134609670
#  [3,] -0.221660732 -0.042486521  0.0850353930  0.0252155833 -0.0396382204
#  [4,] -0.201167970 -0.157297820  0.0110534643 -0.0878388943  0.1583997909
#  [5,] -0.217090938  0.172376609  0.0394278700  0.0031607188 -0.0340829018
#  [6,] -0.207395486 -0.055457543 -0.0440368240 -0.0458145169 -0.0172461068
#  [7,] -0.208300573  0.023493831 -0.0141934977 -0.0582243407  0.0545379455
#  [8,] -0.240894890  0.057811023  0.1281155340 -0.0172820513  0.0446017493
#  [9,] -0.210559753 -0.037808510  0.1023166395 -0.0161253631  0.0542415701
# [10,] -0.251561241 -0.035880683  0.0039200075  0.0439850778 -0.0110118869
# [11,] -0.186785475 -0.018829834 -0.0093806899  0.0862355132 -0.0621969449
# [12,] -0.224668709 -0.089795197 -0.0865548483  0.0746241795 -0.0319702185
# [13,] -0.195470957  0.061247790  0.0115572198  0.0092366772  0.1095196912
# [14,] -0.200217539  0.014752954 -0.0282206110 -0.0062921213  0.0460060197
# [15,] -0.223149350 -0.003223809  0.1149748106 -0.0295962354  0.0684893089
# [16,] -0.266594959 -0.019694182  0.0751718888  0.0998184880 -0.0070908541
# [17,] -0.223733469  0.055109118 -0.1041726074 -0.1099666900 -0.0174146050
# [18,] -0.211016702 -0.005772004  0.0099568500 -0.0075055502  0.0613202247
# [19,] -0.194387053 -0.076848331 -0.0135378421 -0.0097316117 -0.0527614966
# [20,] -0.185345008 -0.009658921 -0.0383901807  0.0801584772  0.0498404807
# [21,] -0.015317715 -0.084839900  0.1017573704 -0.2003938711  0.0336336528
# [22,]  0.010469633  0.048222600 -0.1864823967 -0.1542813242  0.0686886593
# [23,]  0.051970871  0.023492054  0.1911799304 -0.2923358137  0.2578799973
# [24,]  0.008498805 -0.155761615 -0.1137535159 -0.0213590199  0.1230018652
# [25,]  0.001738554 -0.067624136 -0.0892247344 -0.0660212809  0.0133899220
# [26,] -0.026008099 -0.035732123  0.0467504450  0.0983994804 -0.0586519900
# [27,] -0.033101428  0.001952022  0.0253078957 -0.0130660845  0.0186034836
# [28,]  0.041235125 -0.065435864 -0.1356858126  0.0007489247  0.0851560671
# [29,]  0.026312217  0.088969654  0.1688371457  0.0136348722  0.1249165013
# [30,]  0.014714607  0.289810005  0.1319603155 -0.1088365071  0.0882593912
# [31,] -0.028090636  0.167059543  0.0968107926 -0.0526624886 -0.1352181870
# [32,] -0.036398465  0.110020681  0.1171788683  0.1992388272  0.0006184036
# [33,] -0.004805511  0.041915037 -0.0085351585 -0.1156713181  0.0789399160
# [34,] -0.009277180  0.106506897  0.1252848573  0.1102420002 -0.1225641090
# [35,]  0.040407930  0.269771476 -0.2077058092  0.4184798289  0.0318015608
# [36,]  0.025751153  0.063511750 -0.1253199802  0.0063069228  0.2310828595
# [37,] -0.035391820 -0.024415103  0.1770189178  0.0841674666  0.1957542451
# [38,]  0.034735297  0.061409028 -0.0049487619  0.1954373494  0.2676120068
# [39,] -0.007021805 -0.004189365 -0.0767719931 -0.0561708494  0.1991426237
# [40,] -0.006381174 -0.227261032  0.0243478187  0.1589841395  0.1816666962
# [41,]  0.013866942 -0.026551691  0.1554024802 -0.1280018306 -0.0337228913
# [42,]  0.002604820  0.138245272 -0.0384153727  0.1135814039 -0.0305915927
# [43,]  0.029544908  0.124256935  0.1080098355  0.0376410777  0.3106468453
# [44,] -0.009664440 -0.126570977 -0.2822110065  0.0238700335  0.1580305548
# [45,] -0.036991052  0.135914609 -0.0720263857  0.0586263836  0.0190593423
# [46,]  0.009652452 -0.138407065  0.2633180822  0.0802289919 -0.0628081486
# [47,] -0.020104383 -0.228694187  0.0687853664  0.1697214583 -0.0904978059
# [48,]  0.011181977  0.164839373  0.1217753911  0.0506093903  0.0854941892
# [49,]  0.013666337  0.013365139 -0.0398238779 -0.0194413470  0.1337201690
# [50,] -0.003460552 -0.031540596  0.0470759909 -0.0895289600  0.0626332535
# [51,] -0.007215312  0.027995354 -0.2293865039 -0.1369754425  0.1505046208
# [52,] -0.034713152  0.189939622 -0.1239267181 -0.0864063618 -0.0001669734
# [53,] -0.076745713  0.102518914 -0.1820371110 -0.0342217223  0.1121951525
# [54,]  0.037396872  0.086580834  0.0361039575 -0.1314087837  0.0342542762
# [55,]  0.044960137 -0.118810980  0.1895348653  0.0403646293 -0.1275159709
# [56,]  0.028891413  0.114437663 -0.0388954410 -0.0626822501  0.0008797948
# [57,] -0.020283484  0.134388127 -0.1048933024 -0.3207080590 -0.1661942499
# [58,] -0.068349906 -0.024477465 -0.0199525965 -0.1469252677  0.0124756237
# [59,] -0.032329212 -0.263282892 -0.1705178767 -0.0592713026 -0.0155326038
# [60,]  0.002152851  0.285513697  0.0392199478 -0.0309562388  0.2435737803
# [61,]  0.048372297 -0.070385963 -0.0700428932  0.0965627399  0.1492839599
# [62,] -0.007497712  0.224703793  0.0621550647  0.0504966921 -0.0208121833
# [63,]  0.002613038 -0.077033975  0.2091989244 -0.0962817798 -0.1033263762
# [64,] -0.024721091  0.048541318 -0.1719888877 -0.1925329767 -0.2569796990
# [65,]  0.046910911 -0.135409111 -0.1677596756 -0.0457758577  0.0970250176
# [66,] -0.088932975  0.117182241 -0.1208413567 -0.0038702513 -0.0446627950
# [67,] -0.015804618 -0.002848257 -0.0706653404  0.0979685849 -0.1308028905
# [68,] -0.045537405 -0.010450370 -0.2788853369  0.1194020934 -0.0738510220
# [69,] -0.038551080  0.253304441 -0.0873321074 -0.0218631825 -0.3040068285
# [70,] -0.061878893 -0.000311812  0.0300322490 -0.3083040800  0.0305695579
#               [,6]         [,7]          [,8]         [,9]         [,10]
#  [1,]  0.119517034  0.067920748 -0.0155906139  0.074092185 -0.0412949709
#  [2,] -0.038664034 -0.016333679 -0.0103426763  0.134220917 -0.0265917380
#  [3,] -0.091362411  0.038476842 -0.0340897641  0.010715454  0.0012728159
#  [4,]  0.014960287  0.054530031 -0.0143424822 -0.062314546 -0.1438294119
#  [5,]  0.105279818 -0.045330914  0.1896785883  0.026669092  0.0008436867
#  [6,] -0.004131870  0.142376594  0.1301294506 -0.092781390 -0.0272652498
#  [7,] -0.024984125 -0.078078666  0.0185850701 -0.033876670 -0.0042697137
#  [8,] -0.040551394 -0.018511723 -0.0546491714 -0.029444322  0.0442307480
#  [9,]  0.065730329 -0.039689689  0.0744304397 -0.013869977 -0.0517527843
# [10,] -0.002597429 -0.042117983 -0.0101499879 -0.022694315 -0.1271727720
# [11,] -0.018840189 -0.060708192  0.0612106549 -0.033668924 -0.0506504606
# [12,] -0.073136759 -0.003624868 -0.0447028159 -0.073813209  0.1360348660
# [13,]  0.048929825 -0.032163650 -0.0032354260  0.091950655  0.0707344962
# [14,] -0.118144125 -0.005882173 -0.0623362643 -0.089927493  0.0101132694
# [15,]  0.036112689 -0.010627442 -0.0386245858  0.034178044 -0.0648695984
# [16,] -0.018360824 -0.058134392 -0.0346697184 -0.071694195  0.0764695605
# [17,] -0.033082514  0.053831334  0.0244895676  0.087453091  0.0927854215
# [18,] -0.027265046 -0.032462557 -0.0563998643  0.045900337  0.0978767033
# [19,] -0.133677236  0.020674630 -0.0303333059 -0.034452397 -0.0824077801
# [20,]  0.096544057 -0.041863359 -0.0816714384 -0.081313131  0.0173883413
# [21,]  0.159870100  0.044523721 -0.1464458059 -0.009951740  0.0386669013
# [22,]  0.225588608  0.067795079  0.0347160682 -0.058524641 -0.0202235288
# [23,] -0.003845712 -0.172021293  0.1003061892  0.146317865  0.0629623335
# [24,] -0.040532506  0.058643112 -0.2363510550  0.172548670 -0.0932069289
# [25,] -0.007478542 -0.103517374  0.1408461934 -0.095395073  0.1725664004
# [26,] -0.140321622  0.084947955 -0.1064415581 -0.025142067  0.0848175968
# [27,] -0.112177471  0.035345839 -0.0454098318  0.324562708 -0.1347692923
# [28,] -0.161863711 -0.190557224  0.1201683765 -0.053886290  0.0686848037
# [29,]  0.135085256  0.084390113 -0.1790573416 -0.039054744 -0.1271661214
# [30,]  0.097353207 -0.025964617  0.0035605262 -0.082576498 -0.2029015991
# [31,] -0.119817074 -0.110288417 -0.1384336501 -0.081507366  0.1037321315
# [32,]  0.046790983  0.290062985  0.2227744705  0.162767048  0.1131908886
# [33,]  0.080216810 -0.026010537  0.1008407821 -0.212881260  0.1836117393
# [34,]  0.142904755  0.091753020 -0.1240747064 -0.170111619  0.1563001915
# [35,]  0.026857748 -0.126221319  0.0523192853 -0.109980379  0.0088717448
# [36,] -0.357858499 -0.006964523 -0.2288505934 -0.209784429 -0.0133009354
# [37,] -0.087526153  0.031845873 -0.0005558905 -0.055382474  0.0258810633
# [38,]  0.012677089 -0.165900843 -0.0434097932 -0.088333199  0.0384519708
# [39,] -0.008379811  0.112763562 -0.1777013276 -0.042605307  0.3104450498
# [40,]  0.157628787 -0.247735923  0.1361250002  0.076920266  0.0646589613
# [41,] -0.243927091 -0.050653529  0.0168906382  0.105102415 -0.0960258745
# [42,]  0.077568580  0.131000732 -0.0796575241 -0.024493687 -0.1206444499
# [43,]  0.001630871  0.130441494 -0.0047914429 -0.078721598 -0.1060232246
# [44,] -0.019496270 -0.156449973 -0.0775734715 -0.020855538 -0.0159997923
# [45,] -0.155151455  0.114660637  0.0458805120 -0.007904831 -0.1028025938
# [46,] -0.052727424 -0.051940958 -0.0832610382 -0.075606829 -0.1054876693
# [47,] -0.160150931 -0.076788011  0.0448116381 -0.029834449  0.0186106943
# [48,] -0.072569659 -0.302846201 -0.1978762437  0.213779321 -0.1646051892
# [49,]  0.006065227 -0.263658578 -0.0292702494  0.203843029  0.0331651511
# [50,]  0.137140450  0.088473921  0.2569957505  0.054221546 -0.1541304193
# [51,]  0.038442127  0.047443241 -0.0470055351 -0.221061839 -0.4258727325
# [52,]  0.039404151  0.171273040  0.0489008141 -0.086887735 -0.0244474737
# [53,]  0.096924656 -0.026720416  0.1103329893  0.356574136  0.0186633020
# [54,] -0.117423149 -0.006425928  0.1543290886  0.072286084  0.0644584197
# [55,]  0.212707084  0.085892112 -0.2578204415  0.091293875 -0.1627815651
# [56,]  0.015792811  0.020823136  0.0501137470  0.186461125  0.0699467080
# [57,] -0.081723510 -0.192517300  0.0531547247 -0.160574797 -0.0759663556
# [58,]  0.137423222 -0.002864872 -0.1070608860  0.084105857  0.1409033067
# [59,]  0.010083012  0.080977991  0.0121042636 -0.175966394 -0.2168138292
# [60,] -0.242919825  0.208124410  0.0601540049 -0.017974451 -0.0002137003
# [61,] -0.235579447  0.134495123  0.1517498709  0.119829221  0.1090002118
# [62,]  0.084700507 -0.395160524 -0.1550844151 -0.060315437 -0.0547043387
# [63,] -0.273679972 -0.080441983  0.2045782721  0.010485666 -0.2148117606
# [64,] -0.105979708 -0.008521895 -0.2726157400  0.077820450  0.2048725083
# [65,] -0.091403746  0.070456174 -0.0867437522  0.173581192 -0.1021519798
# [66,] -0.061163219  0.082322554 -0.0858172165  0.162036739 -0.0527825869
# [67,] -0.005921878 -0.179219845  0.3189738767 -0.100270594 -0.1052415628
# [68,]  0.185774308 -0.081884596 -0.0267421393  0.168349759 -0.1542131030
# [69,] -0.146787836 -0.008611736  0.0095770593  0.098334380 -0.0929781368
# [70,]  0.141611793 -0.081980462  0.0694200272 -0.102716969  0.1338518052
#               [,11]        [,12]         [,13]        [,14]        [,15]
#  [1,]  2.773067e-02 -0.009498941  0.0151286700 -0.020204413  0.052999179
#  [2,]  1.628487e-01  0.069273429 -0.0707195392 -0.041723757 -0.077745783
#  [3,] -4.681099e-03 -0.159644342 -0.0296701661  0.076914829  0.073001946
#  [4,]  2.734716e-02  0.021764945  0.1570421146  0.121247773  0.003898577
#  [5,] -1.025058e-02  0.003869337 -0.0358002212  0.008202321 -0.020020501
#  [6,]  2.416958e-02  0.034563336 -0.0885698349  0.077327219 -0.084817064
#  [7,] -3.789107e-02  0.069488030 -0.0380721474 -0.061554961  0.019878780
#  [8,] -1.447065e-02 -0.061457334  0.0547593777 -0.008903165  0.092462838
#  [9,] -4.269534e-02 -0.055880830  0.1168506109 -0.085007804  0.073068422
# [10,]  2.031163e-02  0.014454678  0.0943871193  0.017630428  0.105589864
# [11,] -1.337256e-01  0.028824583 -0.0629614728  0.014725104 -0.115063552
# [12,]  4.000487e-03 -0.034118006 -0.0178331100  0.111624755  0.015544088
# [13,] -5.689267e-02 -0.015614953  0.0079914663 -0.048679402 -0.060370968
# [14,] -9.729863e-02 -0.057116693 -0.0485057334 -0.143791444 -0.097427316
# [15,] -1.825184e-02 -0.037007249  0.0072823608  0.049781525 -0.131479418
# [16,] -2.257686e-02  0.107260699  0.1055015499  0.015166331 -0.099703859
# [17,] -2.834588e-02  0.004882746 -0.0395630740 -0.107231644 -0.007990453
# [18,]  2.601153e-03  0.032860489  0.0362563143  0.150676048  0.091614580
# [19,] -3.047057e-02 -0.062911492 -0.0278058852  0.085005270  0.098007643
# [20,]  8.640657e-03  0.001292005 -0.0002323828 -0.045998606 -0.041560155
# [21,] -1.330292e-01 -0.159612168  0.0248596357  0.170957623 -0.188793941
# [22,] -1.452618e-01 -0.187753781  0.0914361545 -0.165613559  0.112373289
# [23,]  1.201633e-01 -0.083499535 -0.0505828669  0.027752773 -0.376174625
# [24,] -5.296229e-02  0.193200714 -0.2123347871  0.118992504 -0.091306251
# [25,] -1.862322e-02  0.074623366  0.0131317603 -0.015467483  0.032994805
# [26,]  7.865699e-02  0.169898707  0.3160750516 -0.261909120 -0.063972783
# [27,]  8.086383e-02 -0.082992156 -0.0573986584 -0.036624964 -0.099958422
# [28,]  1.113516e-01  0.033094192  0.0198068162  0.069394654 -0.102182858
# [29,] -1.846299e-01  0.116504766 -0.0259343036 -0.291091855  0.077953983
# [30,]  1.314850e-01 -0.083836381  0.0242534107  0.036445396 -0.009151330
# [31,]  1.127587e-01  0.081418318 -0.1360277319  0.077280807  0.275255728
# [32,]  2.188994e-01 -0.125798425  0.0547277590 -0.086589661 -0.030888708
# [33,]  6.906819e-02  0.145351519  0.0718319762 -0.035456789 -0.059042915
# [34,] -1.691856e-01 -0.151240732  0.0596810040  0.024271797  0.033390335
# [35,] -1.886414e-01 -0.109978260 -0.1801671016  0.000577610 -0.011040078
# [36,]  1.268823e-01  0.093333244  0.2214285282  0.090982099 -0.029839379
# [37,]  1.307582e-01  0.102962802 -0.1189571704 -0.267655252 -0.039265762
# [38,] -2.228604e-02 -0.189251453  0.1084124549 -0.193208373  0.083902564
# [39,]  5.402117e-02 -0.173684264 -0.1123611127  0.163560645  0.163277295
# [40,]  6.076441e-02  0.022843984 -0.1894732951 -0.176179201  0.182623553
# [41,] -1.742669e-01 -0.187932261 -0.2800274094 -0.187220249  0.122932710
# [42,]  1.434199e-01 -0.013502766 -0.2047125885 -0.011786046 -0.244792334
# [43,] -1.460862e-01  0.201842335 -0.1541277637  0.080705930  0.016825728
# [44,]  2.441629e-01 -0.366868551  0.0022750740 -0.199170477 -0.086211619
# [45,] -8.448547e-02  0.063188993  0.0369426743 -0.050647770 -0.147720871
# [46,] -2.375660e-01 -0.021172835  0.0125637448 -0.154728007 -0.087468317
# [47,] -5.760727e-02  0.011382573 -0.3459463244  0.065705567 -0.147380918
# [48,]  9.505883e-02  0.001631786  0.1798042943  0.200470379  0.129632401
# [49,] -1.512803e-02 -0.093845733  0.1079659743  0.096738677  0.061348180
# [50,]  3.088807e-05  0.056735391  0.0922844767  0.072542403 -0.100052873
# [51,]  1.540370e-02  0.099944844 -0.0662412826  0.018473492  0.141467376
# [52,]  6.788933e-02 -0.047765278 -0.1442432787  0.194626404 -0.110254471
# [53,] -2.170210e-01  0.134823360  0.1292442086 -0.086357378  0.002925715
# [54,] -7.978455e-02  0.047713349 -0.1225346547 -0.032550537 -0.036057171
# [55,]  1.295407e-01 -0.103640065  0.0984349072 -0.051233317 -0.020150722
# [56,]  6.242220e-02 -0.038669488 -0.0109181535 -0.058386922  0.250876619
# [57,]  9.542580e-02  0.127636076  0.0469253473 -0.276099473 -0.061083327
# [58,]  1.001032e-01  0.353699426 -0.2336184042 -0.158366975  0.221357667
# [59,]  5.826597e-02 -0.244681353 -0.0975655081 -0.135222588  0.041280605
# [60,] -1.164480e-01 -0.123257706 -0.0192069924 -0.145266928  0.006355647
# [61,] -1.253847e-01 -0.066175374  0.1056551074  0.023888351 -0.064517006
# [62,] -1.114500e-01  0.003125474 -0.1593791653  0.047612739 -0.224866346
# [63,]  5.904012e-03 -0.120776619  0.0479689042 -0.053058460  0.141275527
# [64,] -1.833708e-01 -0.010469986  0.0669154870 -0.224604432 -0.216623241
# [65,] -3.998128e-01  0.056029804  0.0559827505  0.096754918  0.124547285
# [66,]  2.208877e-01 -0.028092761 -0.2164942942 -0.059706813  0.110074804
# [67,] -8.577678e-02  0.126107236  0.0847017063  0.082416526  0.067774758
# [68,] -1.654463e-02  0.002287217  0.0613297815 -0.079239880 -0.129419849
# [69,] -2.376486e-03 -0.141933684  0.0180063219  0.080420825  0.080897136
# [70,] -1.735038e-01 -0.228552434 -0.0893527977  0.075980148  0.073317393
#              [,16]        [,17]        [,18]         [,19]        [,20]
#  [1,] -0.072477798  0.033566385 -0.175736915  0.0660845582 -0.095913238
#  [2,] -0.011925984  0.049279914 -0.120211845 -0.0837558486  0.136466236
#  [3,] -0.054567210  0.064984715 -0.096615244 -0.0142684718  0.024408829
#  [4,] -0.004100190 -0.064647554 -0.009957124  0.0387484719 -0.091041617
#  [5,]  0.023088997  0.024817151 -0.026846701  0.0730749127  0.050465963
#  [6,]  0.048059966 -0.026836731  0.054112297 -0.1152978281 -0.112244652
#  [7,] -0.153769670  0.030224278 -0.023029530  0.0371875242  0.047083843
#  [8,] -0.015172250  0.007064199  0.068404745  0.0062339082 -0.057469428
#  [9,] -0.206578843 -0.081952667  0.152839379 -0.2468102409  0.107919767
# [10,] -0.015504749  0.076468795 -0.050382182 -0.0582263587 -0.209507700
# [11,]  0.123396314  0.017102754 -0.092363829 -0.1092799539  0.047100004
# [12,] -0.015629773 -0.067906641 -0.008807735  0.1226118238 -0.017248305
# [13,] -0.010780061 -0.028334241 -0.082458985  0.1678979984 -0.110256756
# [14,]  0.055510006 -0.177030122  0.027469808  0.0130885079 -0.002058478
# [15,] -0.076372476 -0.027826313 -0.117472134  0.1747915867  0.059719838
# [16,]  0.137546211  0.079964262  0.040794384 -0.0651196297  0.030911837
# [17,]  0.016521679  0.026148374 -0.049809811 -0.0991768568 -0.003386042
# [18,]  0.080365580 -0.009617971  0.078967651  0.0503890714  0.144390819
# [19,]  0.014026445  0.107915477  0.045818933  0.0253508666 -0.027252745
# [20,]  0.162856614  0.001642610  0.181087214  0.0051439784  0.066351065
# [21,] -0.052543323  0.049529952  0.010384901  0.0235564617  0.200903210
# [22,] -0.008196471 -0.285198169 -0.165919478 -0.0348072192 -0.119703272
# [23,] -0.110955875  0.155989662 -0.139129394 -0.1862729379 -0.213868916
# [24,] -0.064179700 -0.185743446 -0.230396507  0.0142467885  0.250794628
# [25,] -0.207004714  0.001106130 -0.135370478  0.0058033568  0.127417479
# [26,] -0.184056217  0.047385133  0.029075666 -0.0616248386  0.250632474
# [27,] -0.171084956 -0.032599596  0.148000053 -0.1444203279  0.077443074
# [28,] -0.001211935  0.102019088 -0.034875044 -0.0649045523 -0.103069441
# [29,]  0.002483057 -0.087187616 -0.122018850  0.1732065511 -0.111174689
# [30,] -0.006747017  0.300765367  0.050162163 -0.0597986911  0.187132675
# [31,] -0.104320352  0.113915147  0.076811866  0.2161120003 -0.006740366
# [32,] -0.069177868 -0.149183069 -0.094237539 -0.0003468253 -0.058048563
# [33,]  0.210919126  0.167485436 -0.125406240  0.1634469799 -0.126094743
# [34,]  0.051384584 -0.081863796  0.229399596 -0.1833753997 -0.073988922
# [35,] -0.119248160  0.065026126 -0.112673824 -0.0781605741  0.087767912
# [36,] -0.094115524 -0.085133499 -0.019856222 -0.0680325476  0.022111520
# [37,]  0.043295507 -0.016885877 -0.069898824 -0.0123871445  0.043234446
# [38,] -0.058245450  0.014996817  0.020813239 -0.2600032528  0.210559084
# [39,] -0.044084939 -0.010004602 -0.089677553  0.0386689873  0.081975167
# [40,] -0.115330068  0.136083173  0.211973438 -0.0306414192 -0.095283697
# [41,]  0.048263522 -0.084817976  0.089094241  0.1637760407 -0.001720892
# [42,] -0.039083253 -0.180799076  0.008813211 -0.1249928294 -0.101849598
# [43,]  0.319561733  0.099413614 -0.018156848 -0.1590340414  0.029544043
# [44,]  0.329607429  0.051086488 -0.090308033  0.2161152355  0.064659313
# [45,]  0.258920037  0.035076779  0.343639574  0.0977207728  0.145532685
# [46,]  0.046263999  0.053268222 -0.265861298 -0.0037668780  0.050389320
# [47,] -0.030143972 -0.028690362 -0.023522243 -0.0675397782  0.152889299
# [48,]  0.048711026 -0.078022281  0.042645228 -0.1476948915 -0.175664375
# [49,]  0.107406634 -0.275367437  0.104100957  0.2024175130  0.119864048
# [50,]  0.138835045 -0.209906458  0.136009036  0.1439804205  0.231332367
# [51,] -0.062742120 -0.026192068 -0.040055381 -0.0419643798  0.070763388
# [52,] -0.165149311  0.097416227  0.200439482  0.0061393597  0.062116751
# [53,] -0.083336687  0.215331876  0.028757968  0.1324676467  0.053175367
# [54,] -0.006473153  0.148280938  0.041559597  0.0596678052  0.076487991
# [55,] -0.038687907  0.133876595 -0.070961503  0.0190863477  0.151711803
# [56,]  0.242312242  0.125252598 -0.138533146 -0.1560846179  0.344843928
# [57,] -0.114866559 -0.218241133 -0.005164152 -0.0611877563  0.055611306
# [58,] -0.061534743 -0.109991476  0.179694115 -0.0546817618  0.019328023
# [59,] -0.170781747  0.243146375  0.158788719  0.0856990373 -0.020043153
# [60,] -0.164197115  0.068592139 -0.006267296  0.1520971284 -0.059134215
# [61,] -0.084576332 -0.206062160  0.131136807 -0.0267200645 -0.038498744
# [62,] -0.087847973 -0.115265472  0.104876281  0.1496933030 -0.046212724
# [63,]  0.149668567 -0.038294480  0.058741254 -0.0530247898 -0.037871540
# [64,]  0.158001098  0.151545914  0.049184534 -0.1547390263 -0.056065888
# [65,] -0.037964888  0.185825132 -0.034132019 -0.1217784507 -0.180764760
# [66,]  0.227535452 -0.081120954 -0.079303386 -0.2425869294 -0.189982899
# [67,]  0.030962514 -0.049351230 -0.226818889 -0.0873622809  0.080157603
# [68,] -0.022056459  0.058065460  0.144670930 -0.0044713217 -0.078114163
# [69,] -0.080013237  0.002782041 -0.209583635  0.0822643498  0.089632047
# [70,]  0.026600477 -0.124511399 -0.004597098 -0.2781261587  0.122011697
#               [,21]         [,22]         [,23]        [,24]         [,25]
#  [1,]  0.0409491262 -0.0604514523  1.116035e-01 -0.059013110 -0.0975588703
#  [2,] -0.0086384004  0.1080125825 -8.652918e-02  0.165404272  0.1373322504
#  [3,]  0.0837080570 -0.0406681777  1.993934e-01 -0.012424161 -0.1833263793
#  [4,] -0.0201542764 -0.0044470306  2.260065e-03 -0.015493853 -0.0265270440
#  [5,] -0.2420698807 -0.0374479230 -7.411584e-02 -0.048949744  0.0474469118
#  [6,] -0.0153789300 -0.0320881774 -1.776142e-01 -0.065829807  0.0444813351
#  [7,]  0.0470406427  0.1351672202  1.581169e-02  0.025642086  0.0522718496
#  [8,] -0.0300181391 -0.0864154494 -2.969890e-02  0.084597982  0.0666778398
#  [9,]  0.0256354499 -0.0627557832 -5.729583e-03 -0.042707612  0.1185261939
# [10,] -0.0945601326 -0.0738312238 -6.111776e-05 -0.090722485 -0.0011587391
# [11,] -0.1610476841 -0.0976630504 -5.647408e-02 -0.033524757  0.0641393715
# [12,] -0.0072320688  0.0630564926 -1.527524e-02  0.076169103  0.1199165995
# [13,]  0.0681461118  0.0281212648  1.211226e-01 -0.009408319  0.0293098694
# [14,]  0.0469803174 -0.0002552845  2.743438e-01  0.028624438 -0.0249044580
# [15,]  0.0730983995  0.0257214231 -1.639640e-02 -0.194009785  0.0250859570
# [16,]  0.0652342197  0.0633568358  9.207539e-02  0.106122533  0.0612673173
# [17,] -0.0007791156  0.1836452997 -1.012605e-01  0.272644441 -0.2119287254
# [18,]  0.0733516771 -0.0127350595 -2.241483e-01  0.028010295 -0.0872078325
# [19,] -0.0263989741 -0.0840090627 -1.804269e-01 -0.082772085 -0.0489600660
# [20,] -0.0015485270  0.1686591035 -5.661414e-02 -0.032446797  0.0735629838
# [21,] -0.0245605843 -0.0236498478  2.520560e-02  0.037904420  0.1553479904
# [22,] -0.0928387133  0.0590533117 -8.710680e-02 -0.086606442 -0.0080527514
# [23,]  0.0656511312  0.0650236931 -5.361685e-02  0.121216223  0.0115038169
# [24,] -0.0212359008  0.0033382450 -8.539539e-02 -0.069838900  0.2912581705
# [25,] -0.3174959523 -0.0911742622  4.546789e-02 -0.089959517 -0.1794503321
# [26,] -0.0268961408 -0.0094216550  7.057243e-02 -0.216859008  0.0309159369
# [27,] -0.1054403228  0.1311920004 -2.476684e-02 -0.086502607 -0.2275019932
# [28,] -0.1879509659  0.0857199448 -5.231101e-02  0.026307880 -0.1155999669
# [29,] -0.2134569770 -0.0173877945  3.947076e-02  0.045767612 -0.1553494404
# [30,] -0.1181851824  0.0706145710  1.877325e-01 -0.151990702  0.1576466461
# [31,]  0.1437690616  0.0120274164  3.056647e-02  0.166762963 -0.0017692850
# [32,] -0.1743511286  0.0879366972 -1.715524e-02 -0.188074424  0.0408492407
# [33,]  0.0376275714 -0.0299020698  6.260459e-02 -0.204131458  0.0642005351
# [34,] -0.1758095662  0.0864050117 -1.708237e-01  0.131776490 -0.0050838541
# [35,]  0.1736052678  0.0242752914 -1.433659e-02 -0.046221511 -0.0402913024
# [36,] -0.2616257316 -0.0914070839  2.750732e-02  0.307166991  0.0165220681
# [37,]  0.2616158575 -0.0094817941  5.139507e-02 -0.097307692 -0.0894300958
# [38,]  0.0340460421 -0.0569994615  4.463290e-02  0.078299415  0.0418700635
# [39,]  0.1015043960 -0.0366260087 -1.795912e-01 -0.101206659 -0.0624389865
# [40,] -0.0608728693  0.0015607359 -2.489635e-01 -0.121874414  0.2258945284
# [41,] -0.1774133491  0.0814326290  1.198218e-01  0.151297628  0.0664868918
# [42,]  0.0957407126 -0.2271824376 -1.308836e-01  0.149029829  0.1842806474
# [43,] -0.0477765790  0.1038798867 -2.419481e-01 -0.019240741 -0.0968952882
# [44,] -0.0165934711 -0.2731898745  1.488191e-02 -0.022406292  0.0669864320
# [45,]  0.0644674812  0.0600069283  9.735739e-03 -0.156788655 -0.0215766620
# [46,] -0.1707083420 -0.0605507914 -1.252641e-01  0.056521268  0.0493252358
# [47,] -0.0089713498 -0.0736521254  9.259223e-02 -0.160499219 -0.3544684955
# [48,]  0.0714143882 -0.1655019827 -1.038053e-01 -0.218672178 -0.2209366576
# [49,] -0.1929911865  0.1070687115 -6.767261e-02 -0.139871877 -0.0339497299
# [50,]  0.1783274801 -0.1314021926 -5.517075e-02  0.124738301 -0.1969335214
# [51,] -0.0739736215  0.0606824729  1.028964e-02 -0.092438829 -0.1148986329
# [52,] -0.2158396353 -0.2001380055  2.131531e-01 -0.114345956  0.0798397079
# [53,] -0.0041943919 -0.0490368629  4.808211e-02  0.160780291 -0.0952758934
# [54,] -0.1899008988 -0.1846080057 -1.442576e-01  0.043445538 -0.0263625647
# [55,]  0.0400996685 -0.1488186682 -1.131062e-01  0.072549320 -0.0813563513
# [56,] -0.0130655273  0.1426138218  7.009803e-02  0.100697994  0.0770174202
# [57,]  0.2217947669  0.1935436303 -1.854155e-01 -0.085394510  0.0198732615
# [58,] -0.0352927364 -0.3635907115  4.197437e-02 -0.031032285  0.0632507519
# [59,]  0.0257230567  0.1698607212 -1.274630e-01 -0.005198639 -0.1143545776
# [60,]  0.1642900831 -0.2566265791 -2.119489e-01  0.031068676 -0.0263847849
# [61,]  0.0416446553 -0.0029739731  4.778679e-02 -0.043565748  0.1423620204
# [62,] -0.0213668172  0.0880903099  6.870405e-02 -0.050877108  0.0738585553
# [63,]  0.0341708381 -0.1847983633  2.936395e-02  0.002098850  0.2275962810
# [64,] -0.0515061423 -0.1697124031 -1.319341e-01 -0.244940318 -0.0769376371
# [65,]  0.1696394347  0.0523526453  1.524932e-01 -0.155011751  0.2298290469
# [66,] -0.0914641480  0.0755982606  2.147315e-01 -0.022414270  0.0005808366
# [67,]  0.0399863975 -0.2208797475 -1.612408e-02  0.086221677  0.0180001087
# [68,]  0.0241069683 -0.1695928974  4.219791e-02  0.259998243 -0.0567793047
# [69,]  0.0255857176  0.0151567479 -2.559133e-01 -0.084473642  0.1267887914
# [70,]  0.1377385063 -0.1554419503  1.585138e-01 -0.018976104 -0.1133298873
#              [,26]        [,27]         [,28]         [,29]        [,30]
#  [1,]  0.097992133  0.106383202 -0.1272716348  0.1829624359  0.045685927
#  [2,] -0.160574200  0.045938264  0.0701466929 -0.0873660690 -0.006548366
#  [3,] -0.300171611  0.103280412 -0.0105794771  0.0623898032  0.025070386
#  [4,]  0.094443833  0.045307909 -0.1278249036  0.0680241901  0.021112760
#  [5,] -0.056364950 -0.008459145  0.0491284227 -0.0441189892 -0.087425873
#  [6,]  0.096104386  0.067949164 -0.0338737583 -0.1531402519  0.140390778
#  [7,]  0.215458820  0.049320693  0.0085738897  0.0008035434 -0.032607257
#  [8,]  0.102331346 -0.018925222 -0.1048199579  0.1329658072  0.082784879
#  [9,] -0.019991356 -0.201974836  0.0369744417  0.1088961768 -0.043120475
# [10,] -0.028586016 -0.033149449  0.1318924862  0.0025690443 -0.086106251
# [11,] -0.093825269  0.085345186 -0.0719590137  0.0570516226 -0.009759015
# [12,]  0.022839973 -0.160214849  0.1974911412  0.0395362464  0.044974371
# [13,]  0.175859451 -0.197402498  0.0318740947  0.1439748250  0.041774078
# [14,] -0.103779171  0.014183068 -0.0405756914 -0.0297361309  0.014312007
# [15,] -0.011621976  0.045171530  0.0956212042 -0.0111651035  0.131334606
# [16,] -0.006670343 -0.063609189  0.0659307060  0.1094742754 -0.119986194
# [17,] -0.154998836 -0.009146982 -0.0171488819 -0.1211906512 -0.040505566
# [18,]  0.040788133  0.010391875 -0.0319177525 -0.1077356215  0.123050553
# [19,] -0.053343939 -0.045548026 -0.0578708612 -0.0974756609 -0.048587042
# [20,] -0.057513858  0.170319469  0.0091603680 -0.1827187128 -0.207735309
# [21,]  0.023895004  0.012207792 -0.0516422381 -0.1491003197 -0.249961676
# [22,] -0.039840528 -0.162465185  0.0788806724 -0.0654786763  0.014946695
# [23,]  0.112934379 -0.127178994  0.0807508999 -0.0933530266 -0.012854445
# [24,]  0.154584599  0.048666038  0.0047827720  0.1673498499  0.092006930
# [25,]  0.178527583  0.037697789  0.2174290795  0.1924957952 -0.058630519
# [26,] -0.117355418 -0.077764388 -0.0792923401  0.0241946887 -0.127609166
# [27,] -0.049075414 -0.074968241  0.1163629800 -0.1253906057 -0.231789131
# [28,]  0.099506300  0.016206352  0.0191875144  0.1772594326 -0.044873866
# [29,] -0.045207468 -0.082370494  0.1323043028  0.0583405389 -0.067175601
# [30,]  0.051426291 -0.000272702  0.2069947133  0.0026241653  0.056418817
# [31,] -0.002773559 -0.158538604 -0.0046216499 -0.0787309267 -0.176856038
# [32,]  0.022931745 -0.016186314 -0.1468446327 -0.1013397322 -0.068395446
# [33,] -0.031108856  0.001757034 -0.0902242628 -0.1009261695 -0.161936948
# [34,]  0.328532220  0.032870604  0.1155548551  0.0735823265 -0.030192288
# [35,]  0.090804218  0.000209961 -0.1122331810 -0.1977780958 -0.060932578
# [36,]  0.099850660 -0.116001028 -0.2022691484 -0.1249103607  0.054674829
# [37,]  0.236672177  0.073038890 -0.0003651106 -0.0025519939  0.016048741
# [38,] -0.064574284  0.128676582  0.0399879929 -0.0202229006 -0.014858183
# [39,] -0.012861424 -0.032229575  0.2948364233 -0.1035091887 -0.130627499
# [40,]  0.021286105 -0.204539775 -0.2121073878 -0.0056728372  0.055348642
# [41,]  0.139695988  0.022299173 -0.0794134302 -0.0806691265  0.054878792
# [42,] -0.175030491 -0.298270000  0.0107257745  0.1459326320  0.005921837
# [43,] -0.099546607  0.192670046 -0.1514260467  0.1614030026 -0.118346663
# [44,]  0.046672617  0.059519537  0.0226297818  0.0059944548 -0.058229745
# [45,]  0.291563869 -0.186274941  0.2428725855  0.0038756924  0.145820172
# [46,] -0.042554827  0.042753954 -0.0115694714 -0.1755290401  0.171223217
# [47,]  0.119442659 -0.182947734 -0.0951048207  0.0421738690 -0.124962962
# [48,] -0.022311853  0.069857256  0.0620464081  0.0335994788  0.217127199
# [49,] -0.068158585 -0.096829546 -0.2123097538 -0.0113061954 -0.156447865
# [50,] -0.049106093 -0.165393612  0.0104376936  0.0034098137 -0.060381743
# [51,] -0.003952631 -0.131956365  0.0362174510 -0.1282125556 -0.092239549
# [52,] -0.016441334  0.050128178 -0.2645336401 -0.0691432181  0.133139686
# [53,]  0.128737927  0.047489303 -0.1438677357 -0.2453199083  0.181766873
# [54,] -0.113377706  0.125400284  0.2009493976  0.1663768170 -0.137286305
# [55,]  0.243235670  0.083950544  0.0001375322 -0.1795345135 -0.060953946
# [56,] -0.105262338 -0.212626242 -0.0065802983  0.2417948906  0.237210488
# [57,]  0.077059802  0.187052184 -0.1170662263  0.0475724973 -0.053378417
# [58,] -0.025030740  0.177755364  0.1248173706 -0.1181201589  0.022333207
# [59,] -0.115912168  0.061265688  0.0825732678  0.1002893589  0.255429164
# [60,] -0.054251608 -0.055005227 -0.0390009199  0.0777317317 -0.070222962
# [61,] -0.074754962  0.349002396  0.2482527687 -0.0792916303  0.113828312
# [62,] -0.213357351  0.056846371  0.1174990705 -0.0207796721  0.092971153
# [63,]  0.024940116  0.015391225  0.0005621237 -0.0306696991 -0.205187855
# [64,] -0.061287724 -0.186750761 -0.0531757573 -0.0473593032  0.124118924
# [65,]  0.012143530 -0.109973171  0.0142337453  0.0148775484 -0.249765579
# [66,]  0.157411577  0.028471569  0.0769651524 -0.1607773949 -0.067216642
# [67,]  0.051178454 -0.135812072  0.2300444669 -0.2942100896  0.063541163
# [68,]  0.098519884  0.167565838  0.0314344165  0.2580500478 -0.267429943
# [69,]  0.160216055  0.126669321 -0.0688683785  0.1518171815 -0.114784825
# [70,]  0.099650598  0.064720443 -0.1745493323  0.0793332498  0.032808522
#              [,31]         [,32]         [,33]         [,34]         [,35]
#  [1,] -0.050252898 -0.1918168784  0.0350531901  0.0841869654  0.0734622569
#  [2,]  0.018678233 -0.0264954304 -0.0447125272  0.0608709594 -0.0725909999
#  [3,] -0.123471750  0.0611658716 -0.0570724615 -0.1780893304  0.0113965498
#  [4,] -0.089218790  0.0130804897 -0.0552372312  0.0949312853 -0.1027822776
#  [5,]  0.058757079  0.1853996431 -0.0149233526 -0.1773686026  0.2200146562
#  [6,] -0.131936780  0.1044016267  0.2080562791 -0.0636806608  0.1610106642
#  [7,] -0.052162063  0.1146919910  0.1298978005  0.0714624953  0.0035484435
#  [8,]  0.008088312  0.1663525654 -0.1237738727  0.2363452381 -0.0096293757
#  [9,] -0.024426597 -0.0615986097  0.0774283410 -0.0659066480  0.1155545332
# [10,]  0.167401632 -0.0456368449 -0.1046316659 -0.1231307098  0.1984227727
# [11,]  0.057140306  0.0699803543  0.0361836457  0.0253622859  0.0005653131
# [12,] -0.229779869  0.0641931612 -0.1468384081  0.1947883125  0.0427386453
# [13,]  0.151053891  0.0542403682 -0.2166606249  0.0305959818 -0.0729640750
# [14,]  0.046384011 -0.0812565305  0.0350135544 -0.2463327514  0.0710715701
# [15,]  0.048103243  0.0219064586  0.0937828286  0.1267272490 -0.2063142756
# [16,]  0.106481053 -0.2465683634  0.2294102186 -0.0364128102 -0.0940695926
# [17,] -0.052438769 -0.1591096971  0.0005449958 -0.1321964798 -0.1073749172
# [18,] -0.029316897 -0.0620075741  0.0121264727 -0.0196884045  0.0532686274
# [19,] -0.152029839  0.1045184837 -0.0475241581 -0.0380273087 -0.0048336113
# [20,] -0.030269127 -0.0488344460 -0.0449818933  0.1095040135 -0.0403937172
# [21,]  0.067273332 -0.0059648769 -0.0402100235 -0.0193677379  0.0558131824
# [22,] -0.123415304  0.0859818213  0.1002591828 -0.0279718200  0.1031373227
# [23,]  0.067948241  0.1231817651 -0.0888883905 -0.0771000030  0.1369316595
# [24,]  0.176146991 -0.0182300291 -0.0992259692  0.0508298446 -0.0244098514
# [25,] -0.038390785 -0.0571009403  0.2024222281  0.0448624004  0.1994841557
# [26,]  0.076203732 -0.0076741158 -0.0406202939  0.0801607259  0.0817179911
# [27,] -0.064539932 -0.0622410942  0.0239751103  0.2017899963  0.0844457031
# [28,] -0.160922031  0.0325106812  0.1047564450  0.0599464918 -0.0399596977
# [29,] -0.161554542 -0.0813597748 -0.1890846453  0.0062499691  0.0180778385
# [30,]  0.001580957 -0.0759684592  0.0851975422 -0.1483001357 -0.1025131564
# [31,]  0.097125965  0.1266980027  0.2459481339  0.2361449236  0.1969423199
# [32,]  0.039288236  0.2295345968  0.1579173066 -0.0068062480 -0.3195683693
# [33,] -0.115155186  0.0737600838 -0.0470310344  0.1819198926  0.0077712802
# [34,]  0.184052805 -0.0160361241  0.0116746818  0.0660386382 -0.0971716362
# [35,]  0.044374074 -0.0046722869  0.0655555933 -0.0052084915  0.1293990937
# [36,] -0.083585339 -0.0324120170  0.0577127798 -0.2037527088 -0.1314376409
# [37,] -0.143795283 -0.0859822931  0.0219888775  0.0147089113  0.1117499959
# [38,] -0.193216332  0.2885284820 -0.2248200192  0.2297687686 -0.1400627562
# [39,]  0.072308077  0.0669486277  0.0268954886 -0.0691130451 -0.1135827112
# [40,] -0.106894643 -0.3224937593  0.0085580022 -0.1157210621 -0.1337290976
# [41,] -0.152429053  0.0006781188  0.0588448079  0.1157067121  0.0718748479
# [42,] -0.150872635  0.0781661539  0.0431725864  0.0883959841  0.1759026291
# [43,]  0.023983068  0.0454052877 -0.0743365112  0.0357634056  0.1997438351
# [44,]  0.012491705 -0.0320053627  0.1697395198 -0.0356645780  0.0672791856
# [45,] -0.069022137  0.0965232144 -0.0477312347 -0.1949334793  0.0137052922
# [46,]  0.161521794  0.0713251313  0.3988544423  0.1069210880 -0.0610901006
# [47,]  0.054854013  0.1765051560 -0.0889536330 -0.0960763916 -0.0956062684
# [48,]  0.019788646  0.0443207755  0.1481404433  0.0979587849 -0.0107994760
# [49,]  0.210543682 -0.0737603706 -0.0723712187  0.0006741865  0.1832333420
# [50,] -0.121890612 -0.0572481896  0.2328169221  0.1839320166 -0.1712422678
# [51,]  0.055268281  0.0619894798 -0.0021126332  0.0177826034 -0.1180349624
# [52,] -0.023276350 -0.1335226127 -0.0366357781  0.2486785067  0.1076053774
# [53,]  0.022750440  0.1670502836 -0.0666624182 -0.0195486262 -0.0075557022
# [54,] -0.134692548 -0.1711691539 -0.0398797146  0.1221005046 -0.1962908660
# [55,] -0.220288284 -0.1411367097 -0.0488279672 -0.0598691228  0.2008273699
# [56,] -0.001218364  0.0897277540  0.1077961753  0.0163792171  0.1310376443
# [57,]  0.059051841  0.0223158759  0.0181640622  0.0425816364  0.0403743138
# [58,]  0.044732083  0.2071364794  0.0495285751 -0.1954611869 -0.0966508079
# [59,]  0.255995351  0.0550730968 -0.0638216044  0.1031367573  0.0013574625
# [60,]  0.286766229 -0.1841701980  0.0318049816 -0.0190424269 -0.0670903222
# [61,] -0.040151451 -0.1146920096  0.0241808115  0.0564526794  0.2463684039
# [62,] -0.139104298 -0.0186331342  0.0460948879 -0.0538251522 -0.1546665023
# [63,]  0.100857352  0.1482943363 -0.1398620932 -0.0346229994 -0.0367293047
# [64,] -0.015742762 -0.0263521618 -0.0679070054  0.1381905737 -0.0461590288
# [65,] -0.176396307  0.0327080057  0.2498969110  0.0273474862 -0.0622082696
# [66,]  0.136391294 -0.2114093545 -0.0150324010  0.1967714160 -0.1057837058
# [67,]  0.110473960 -0.2120273161 -0.2390899884  0.1672379774 -0.0227655691
# [68,]  0.118600637  0.1725343796  0.0974543248 -0.0073958188 -0.0529078535
# [69,] -0.259002644 -0.0584664881 -0.1060456837 -0.2026101664 -0.1241061237
# [70,] -0.009432060 -0.1156080944 -0.0072037305 -0.0082990319 -0.0991085551
#              [,36]         [,37]        [,38]       [,39]        [,40]
#  [1,] -0.152324217 -0.1424290262 -0.024151167  0.04261217  0.042683073
#  [2,] -0.206166918 -0.0315553004 -0.041278057 -0.05725049  0.152750436
#  [3,] -0.097186088  0.1728765265 -0.182543730  0.06134768  0.094699827
#  [4,]  0.009086429  0.2154799206  0.160610995  0.08349150 -0.019905012
#  [5,]  0.043006180  0.0669585184 -0.003370671  0.03701297 -0.077848598
#  [6,] -0.015207832  0.0856859554  0.161258948 -0.06971546 -0.037668147
#  [7,]  0.022677128  0.0044362764 -0.192950194  0.03690591  0.057197628
#  [8,] -0.067848866  0.0661844453 -0.048434973  0.20361479  0.025293376
#  [9,]  0.082509654  0.0028925487  0.119451002 -0.22265513 -0.044669358
# [10,] -0.019807522 -0.0315378462  0.088078561 -0.02169012 -0.059932868
# [11,]  0.068956471 -0.0179087466  0.108189372 -0.05948670  0.071929576
# [12,]  0.207133913 -0.0325283563 -0.089261403  0.07506862  0.073094154
# [13,]  0.253971941 -0.1654689711 -0.217035767 -0.08579206 -0.029656094
# [14,]  0.044671124  0.0183059375  0.137870190 -0.06479091 -0.267697915
# [15,] -0.080596095  0.1132587551 -0.036727843  0.04578161  0.023800474
# [16,]  0.063586284  0.0001709321 -0.042956886 -0.15315760  0.032324640
# [17,] -0.145879955 -0.1709693121  0.076752495  0.12485065  0.166102076
# [18,] -0.039879447 -0.1484905674  0.221696661 -0.09276955 -0.027926919
# [19,]  0.110435124 -0.1034884201 -0.039775938  0.01934442 -0.174126498
# [20,]  0.162554868  0.0058982538 -0.094684998  0.14035182  0.054466418
# [21,] -0.138766569 -0.0368586801  0.162128542  0.20271828 -0.183209494
# [22,] -0.076427697 -0.0149068797  0.127541707  0.01576579  0.141752383
# [23,]  0.133067881  0.1119283361  0.020004667 -0.03251179 -0.055432111
# [24,] -0.134740135 -0.0452207908  0.172921052 -0.07313900  0.145730664
# [25,] -0.035813851  0.0130292590  0.013765057  0.09517932  0.132848320
# [26,]  0.033599576  0.2295980203 -0.031982408 -0.04194174  0.077823726
# [27,] -0.217047815 -0.2482237149 -0.165492411  0.04893225 -0.111042040
# [28,]  0.081491515 -0.1122156312  0.123709163 -0.04340457  0.148461440
# [29,] -0.164846978  0.0458936394 -0.018993497 -0.18580146 -0.058385861
# [30,]  0.006507777 -0.0547427257 -0.142390242  0.19725119  0.126526208
# [31,] -0.012180305  0.1000857760  0.127209224 -0.21740619  0.073291123
# [32,]  0.135374444 -0.0043640865  0.091623657  0.01619267  0.074132906
# [33,] -0.258571800 -0.3690441357  0.042248806 -0.05573530  0.061209051
# [34,] -0.103893230 -0.0481508575 -0.110959053 -0.04518102 -0.114979924
# [35,] -0.016303984  0.1632272558  0.029638679  0.12420127  0.209122650
# [36,] -0.028430277 -0.0156975890 -0.109780982  0.10063612  0.030769739
# [37,] -0.050612664  0.1595272197  0.192954261  0.31156879 -0.168778438
# [38,]  0.029876169 -0.1281287574  0.168822078 -0.13159943 -0.111101849
# [39,] -0.169672225  0.2215653323 -0.073671572 -0.06939010 -0.111785653
# [40,] -0.167679178  0.0583093405 -0.078054518 -0.02325343 -0.049227135
# [41,]  0.024841102  0.0395489519  0.015048704  0.18930310  0.029533696
# [42,] -0.084557687  0.0402323851 -0.246817973  0.04037456  0.087187503
# [43,]  0.119227810  0.0685056476 -0.191126059 -0.01897058  0.050557560
# [44,] -0.002280309  0.0052215779 -0.197815802 -0.14427383 -0.096492437
# [45,] -0.213452821 -0.0022994434  0.028808423 -0.05871992  0.122417280
# [46,] -0.035057885 -0.0750540090 -0.162962672 -0.05352168 -0.126274657
# [47,]  0.019543267 -0.1763036214 -0.042290743 -0.11565421 -0.068260250
# [48,] -0.092222315 -0.0283474204 -0.014656212  0.04111824 -0.029944169
# [49,]  0.122629464  0.0524850111 -0.042451677  0.14615549  0.100277369
# [50,]  0.105493319  0.0536131252 -0.026504615  0.01742441 -0.007501570
# [51,]  0.099645853  0.0360071528  0.021348460 -0.10264155 -0.009710183
# [52,] -0.068601693 -0.0450505719  0.003016637 -0.11801146 -0.196919106
# [53,] -0.072090117  0.1627699859 -0.126240791 -0.27194096  0.016847570
# [54,]  0.095686533  0.2789113368  0.079331615 -0.10494102 -0.062218913
# [55,]  0.308872828 -0.1210722828  0.070764073 -0.13514208  0.257919786
# [56,]  0.055103121 -0.1319847600  0.125978447  0.07935153 -0.204284552
# [57,] -0.010216932 -0.0377019932 -0.180704924 -0.08651960 -0.177957262
# [58,]  0.183850743 -0.1789733868 -0.102310420  0.19144573  0.048630521
# [59,]  0.087681591 -0.0207391084  0.032545234  0.05919128  0.085056751
# [60,]  0.144720648 -0.2761325015  0.165046774  0.07661190  0.083499452
# [61,]  0.052126546 -0.1201394212 -0.111036553 -0.11483286  0.041589515
# [62,]  0.089121988 -0.0670908495  0.233361686 -0.08180746  0.072844122
# [63,] -0.244274760  0.0300204300  0.074997122 -0.08950723  0.308314325
# [64,]  0.076468419  0.1248063097  0.075178173  0.14315161  0.104738347
# [65,]  0.117517203 -0.0687440651 -0.060801487  0.07258233 -0.060938270
# [66,]  0.132231473  0.1428599139  0.106153441 -0.14909800 -0.011124415
# [67,]  0.028414354 -0.0094039588 -0.055049483  0.22108381 -0.146303248
# [68,] -0.130901475  0.0373601558  0.153673754  0.17559662 -0.086900176
# [69,]  0.052495462 -0.0021094099 -0.065241288 -0.06143135 -0.187685890
# [70,] -0.017640475  0.0129037955 -0.150109352 -0.10825777  0.266281879
#              [,41]         [,42]         [,43]         [,44]        [,45]
#  [1,]  0.203161843 -1.048953e-01 -0.0621674354 -0.1550516588 -0.174157430
#  [2,] -0.126869261 -2.481156e-01 -0.0286507659 -0.1272442405 -0.072527725
#  [3,]  0.001842742  2.095135e-01 -0.0805491415  0.0907848522 -0.118510241
#  [4,] -0.026045376  1.263372e-01 -0.0511577028 -0.0965898788 -0.007387303
#  [5,]  0.089125431 -5.192202e-02 -0.0008143029  0.1752865445 -0.026459946
#  [6,]  0.003593489  3.056170e-01  0.0972621315 -0.2293606469  0.049771217
#  [7,]  0.143100109 -1.775332e-01  0.0250403538 -0.0450829573 -0.030653972
#  [8,]  0.023975569  4.690823e-02 -0.0993944070 -0.1533036316  0.081657247
#  [9,] -0.281263934 -1.480424e-01  0.1384431839  0.0332016792  0.219769650
# [10,] -0.180397833  8.880563e-02  0.0536933719  0.2108898986 -0.188694635
# [11,]  0.225325853  3.475240e-02  0.1231067839  0.0354619137  0.088633927
# [12,] -0.016263049 -1.207443e-01  0.2916739508 -0.1024674743 -0.106529127
# [13,] -0.091429491  1.110550e-01  0.0867510676  0.2545707366 -0.002188393
# [14,] -0.095387777 -7.184995e-02  0.0085633373 -0.4008653835 -0.036484215
# [15,]  0.183891161  1.090517e-02 -0.0133008594 -0.0756045109  0.060184887
# [16,]  0.085933153  1.126941e-01 -0.1467575048  0.0251154057  0.090469538
# [17,] -0.150715123  2.271030e-01 -0.1058038688  0.1203218615 -0.128616818
# [18,] -0.014750201 -4.742819e-02 -0.0386667093 -0.0221431640  0.117191718
# [19,]  0.046097387 -2.949655e-01 -0.1546097653  0.1031176045  0.116873735
# [20,] -0.090786441 -8.821160e-02 -0.0589618624  0.1304000136  0.031810400
# [21,]  0.214269982  4.887599e-02  0.2332401616  0.1955768401 -0.377228070
# [22,]  0.152027927  1.217523e-02 -0.0681282710  0.0680884722  0.011382846
# [23,]  0.090733526  1.115836e-02 -0.0517004133 -0.1297455854  0.003674960
# [24,] -0.180050851  1.160877e-01 -0.0267935155  0.0128349137  0.001562565
# [25,] -0.054691385 -1.524213e-01 -0.3238912546  0.0399940227 -0.129136899
# [26,]  0.158679014  1.291182e-01  0.0447837060  0.0003003965 -0.042407861
# [27,]  0.091533874  7.547532e-03  0.1357595462 -0.0843682275  0.266735447
# [28,]  0.169509199  1.457520e-01  0.1137058996  0.0283138521  0.085950338
# [29,]  0.083620391  1.417461e-01  0.1504259324 -0.0672185430  0.136829328
# [30,] -0.150469998  1.776392e-01  0.0519837114 -0.2177956408  0.061819944
# [31,] -0.055986215  2.187081e-01  0.0836313511 -0.0076315800 -0.123674565
# [32,] -0.270213017  3.613343e-02 -0.0091126923  0.0138568493 -0.134433760
# [33,] -0.193939369  9.539269e-02  0.1207221522  0.0046557463  0.116999765
# [34,] -0.014069600  1.632043e-01 -0.1538438900 -0.0946646468 -0.039810378
# [35,]  0.031612494 -1.778256e-02  0.2104291197 -0.0555797888  0.070679527
# [36,]  0.035171625  3.554464e-02  0.0793058726  0.1549006302  0.062815177
# [37,] -0.108707754  3.385035e-02 -0.0415480961  0.3396982232  0.227351306
# [38,]  0.060009138  8.080368e-02 -0.1430074267 -0.0250196157 -0.167318584
# [39,] -0.031082922  1.779686e-03 -0.1258927715 -0.0015790662  0.157778705
# [40,]  0.104791480  6.864468e-02  0.0528780327 -0.0142818737 -0.215104648
# [41,] -0.194339751  2.118288e-03 -0.0017132900 -0.0435156594 -0.109923396
# [42,] -0.059749733  8.152468e-02 -0.1515532193  0.1146036491 -0.020965718
# [43,] -0.039109412 -9.904319e-06 -0.0485772412 -0.0626097512 -0.083491666
# [44,] -0.039892550  5.140964e-02 -0.0288460485 -0.0775579288 -0.060439344
# [45,]  0.070222009 -9.509082e-02  0.0047622404  0.1222328750 -0.171836447
# [46,] -0.051121681 -4.919451e-02  0.0979160555  0.1586902567  0.065551409
# [47,] -0.029550153  1.477931e-01 -0.0662977857 -0.0752115473 -0.116728769
# [48,] -0.123112454 -2.971969e-02  0.1405635342  0.0702125525 -0.224031188
# [49,] -0.037756986  1.454294e-01 -0.0908517231 -0.0837808954  0.164875310
# [50,]  0.113758399  1.141083e-01  0.0051024463  0.0320811023 -0.075545913
# [51,] -0.073691043 -7.494744e-02  0.0665391377 -0.0608877107 -0.143959357
# [52,] -0.025777610  2.298791e-02 -0.1914802075  0.1281782905  0.068714930
# [53,] -0.045914445  4.548301e-02 -0.1003513969  0.0585403035  0.045460198
# [54,] -0.162066947 -3.037987e-02  0.1386385202  0.0434635789 -0.075870740
# [55,] -0.049313467  4.579116e-02 -0.1313190690 -0.0432593479 -0.039751893
# [56,]  0.103568741  7.163704e-02  0.0086932627  0.0325782492  0.016693095
# [57,] -0.040153479  5.286256e-02 -0.0910182307  0.0263369638 -0.170579426
# [58,]  0.179448029  1.223635e-01  0.0636418213 -0.0570158792  0.060753628
# [59,]  0.042004107  1.899590e-01  0.0200941318  0.1399596842  0.134408127
# [60,]  0.111622615 -9.919540e-02 -0.0376558133 -0.0822199681 -0.059373129
# [61,]  0.003522422  1.907758e-01  0.1158619486  0.0511787019 -0.090463195
# [62,]  0.040296964  4.254935e-02 -0.2389379504  0.1311308405  0.067461289
# [63,]  0.140432129 -2.165678e-02 -0.1520398021  0.0222308297  0.110314789
# [64,] -0.086690199  8.675398e-03  0.0110047157 -0.0973918247 -0.044656023
# [65,] -0.035899939  1.161877e-01 -0.2329215216  0.0076876894 -0.001439764
# [66,]  0.255687040 -3.497114e-02 -0.0012042919  0.1562888978 -0.016041010
# [67,] -0.068859718  1.788918e-01 -0.1113350408 -0.1007032075  0.020293397
# [68,] -0.143246096 -1.581958e-02  0.1295740108 -0.0137455222  0.104935737
# [69,]  0.062256895  1.951901e-01  0.0915164563  0.0352083869  0.122525236
# [70,] -0.086021200 -6.227730e-02  0.2370669842  0.1392629299  0.105431095
#               [,46]         [,47]         [,48]         [,49]         [,50]
#  [1,]  0.0983543525  0.0572876844  0.2061055130  0.0670260223 -0.0029394992
#  [2,]  0.0707312796  0.0489122908 -0.2094381947  0.2295482133  0.1238379051
#  [3,] -0.0615589329 -0.2262137935 -0.0776139474 -0.0065674594  0.1378001118
#  [4,]  0.0084984889  0.1073601340 -0.0742546577 -0.1585373646  0.0909457244
#  [5,] -0.2037947099  0.1736886574 -0.3250934949 -0.2503783749 -0.0888204849
#  [6,]  0.1734655614  0.0190402077  0.0559406616  0.0926751902 -0.0127896453
#  [7,] -0.0603756006 -0.1560885831  0.1065084074 -0.1014819685 -0.1967022005
#  [8,]  0.1201369394 -0.2947481405 -0.0668842479 -0.0077513054 -0.0948511641
#  [9,]  0.0856735389 -0.1123700502  0.2241184154 -0.0069129136  0.0015561148
# [10,] -0.1965805421 -0.0811698006 -0.0311495089  0.3092586990  0.0165007987
# [11,] -0.0577837520 -0.1864569578  0.1632111605 -0.0030069348  0.2737116596
# [12,] -0.0905711617 -0.0675582611  0.0413314240 -0.0244008939 -0.0313694867
# [13,]  0.2586093461  0.0845286829 -0.1475133595  0.0007876245  0.1732771006
# [14,] -0.0610062186  0.1133254447 -0.2219809862 -0.2835378430  0.2149500999
# [15,] -0.0865573150  0.1225212780 -0.0076818502 -0.0040689672 -0.0329935828
# [16,]  0.1576109541  0.2380107496  0.1082629997 -0.1322169149 -0.3006883675
# [17,]  0.0297274062 -0.0616094317  0.1732845106 -0.1101894908 -0.0121841784
# [18,] -0.0923406655  0.0410818698 -0.1878837061  0.3093046311 -0.1256187483
# [19,]  0.1832787280 -0.0150035460  0.0333761703  0.0182330126 -0.0543286194
# [20,] -0.0632303699  0.1543495058  0.0924504061 -0.0119749711  0.2138572676
# [21,]  0.2418371627  0.1139279858  0.0993308781  0.0236836842 -0.0314560995
# [22,]  0.1616256634 -0.0466901764 -0.0706223783 -0.0478169861 -0.1890370405
# [23,] -0.1234370313 -0.1613020161  0.0588481869  0.0934463790  0.0245467700
# [24,] -0.0477269201 -0.0312619386 -0.0887261444 -0.0709957217 -0.0007970507
# [25,] -0.0493456694  0.0411321295 -0.0705797782  0.0672725019  0.1210670540
# [26,] -0.0953116283 -0.1125548324  0.1373462997  0.0237316431  0.0085091766
# [27,]  0.0306147842  0.0381676298 -0.1279399472 -0.0188312774  0.0123218603
# [28,] -0.0043715805  0.2987452088  0.0338655019 -0.0763616548  0.2000639583
# [29,]  0.0588832301  0.0601748629 -0.0681912116  0.1299599955 -0.0720836694
# [30,]  0.0009560416  0.0555455610 -0.0511561521  0.0817464360 -0.0734325981
# [31,] -0.0562953554  0.1088728621 -0.0893968617  0.0348595871 -0.0806072441
# [32,]  0.0673730552  0.0205291888 -0.0127489928  0.0351151508 -0.1471738567
# [33,] -0.1032620467 -0.2223203736  0.0253240078 -0.2148211874  0.1079628851
# [34,] -0.0180648579 -0.0717769286  0.0020436725  0.1302346169  0.3123878835
# [35,]  0.2432453896 -0.0778435769 -0.1600133003  0.0446972603  0.1539190064
# [36,]  0.0453608832 -0.1198696008 -0.1430197055  0.0007463431 -0.0748023398
# [37,]  0.0049075158  0.0913946492  0.0424623249  0.1298488619  0.0627969595
# [38,] -0.1415240033  0.1704420840 -0.0775475158  0.0100304728 -0.0882189270
# [39,] -0.0565601545 -0.0522169045  0.1625979054 -0.2500717552  0.0594626732
# [40,] -0.1351486447 -0.0660812783 -0.0913907949 -0.1264692385  0.0061780357
# [41,] -0.1174897222  0.0634285937  0.2124413763 -0.0256054633 -0.0068523466
# [42,] -0.0540867676  0.2178696262  0.1063672067 -0.0838031492  0.0895019977
# [43,] -0.0162863086 -0.0164145520 -0.0019989444 -0.0072182779 -0.2346722290
# [44,]  0.1037918282 -0.0462797046  0.0589270533  0.2246762153 -0.0675783929
# [45,] -0.0376853581 -0.1057626370 -0.0186657532 -0.1158584495 -0.0353882389
# [46,] -0.1152860954 -0.0503649950 -0.0372439069 -0.0888796026  0.0258039844
# [47,]  0.0649508461 -0.0514132382  0.0531254324  0.0148791740 -0.1645377376
# [48,]  0.1128897545  0.0629146544  0.0399507827 -0.2001009142  0.0725830439
# [49,]  0.0090814343 -0.0341862497  0.0739306156  0.0006487274  0.0132273409
# [50,] -0.1740407999 -0.1681266340 -0.1776615481  0.1473442621  0.1607074472
# [51,] -0.0734255780  0.0429234518  0.2898190929  0.0509623000  0.1395640626
# [52,]  0.0059741671 -0.0454211053 -0.0230069946 -0.0425745293 -0.0118878277
# [53,]  0.0108821038  0.1329905013  0.1819303451 -0.0050586381  0.1075729866
# [54,]  0.3638396103 -0.1203179074 -0.1019876946 -0.0776844862  0.0289095073
# [55,]  0.0437339783 -0.1346263784 -0.1067873490 -0.2990815033  0.0589624829
# [56,]  0.0995864749 -0.1045425306  0.0719729747 -0.0790065485  0.1229390637
# [57,]  0.1638832166 -0.0907931498 -0.1416645415 -0.0629743322  0.0179244785
# [58,]  0.0709907230  0.0309795558  0.0251556956  0.0611991784  0.0616575535
# [59,]  0.0377224384  0.0249323005 -0.1122599831 -0.0844498114 -0.0549509112
# [60,] -0.1305308047  0.0009528178  0.0399266716 -0.0406318523  0.0507832413
# [61,] -0.0313224857 -0.0453584197  0.0654458069 -0.0154118447 -0.0965238778
# [62,]  0.0184168505 -0.2145888617  0.0949019505  0.0823538352 -0.0713136644
# [63,]  0.1534091094  0.0958077943  0.0009428138 -0.0152774503  0.1028544227
# [64,] -0.0826527907  0.1299912986 -0.0447681154  0.0656574514 -0.0809717535
# [65,]  0.0056400642 -0.0479862783 -0.2131087826  0.0813111480  0.0499521663
# [66,] -0.1074816488 -0.1790448273 -0.0845294075 -0.0762965800 -0.0539226820
# [67,]  0.0111105252  0.0211041754  0.0600235218 -0.1070151084 -0.1685953380
# [68,] -0.1527869422 -0.1392705254  0.0175613495 -0.1226079048 -0.2021082167
# [69,] -0.2353909707  0.0676460294  0.0854465114  0.0573819736 -0.0008524550
# [70,] -0.1808882076  0.1133843099 -0.0785726932  0.0328525659 -0.1175294444
#               [,51]        [,52]        [,53]        [,54]         [,55]
#  [1,] -0.1023814898 -0.079183337 -0.179004693 -0.100918888  0.1779989967
#  [2,]  0.1676374858  0.364198926 -0.044773200  0.048998198 -0.1231598555
#  [3,] -0.0256141242 -0.197529968  0.257069534 -0.007174619 -0.0743144246
#  [4,]  0.0163228842 -0.018756256  0.081529479  0.157612928 -0.1207410375
#  [5,] -0.0464217962  0.006069057 -0.012710736 -0.036717334 -0.0735136890
#  [6,] -0.2856934909 -0.104416077  0.081206612  0.113062676 -0.1158797700
#  [7,]  0.0769236172  0.067787785 -0.072173458  0.222005531 -0.0361743358
#  [8,] -0.1523327936  0.149876910  0.004808112 -0.395104351 -0.0670687052
#  [9,]  0.1531671692  0.008924658  0.019755297 -0.100749248 -0.1980912005
# [10,]  0.0644818673  0.042585379 -0.133388672 -0.112450335  0.2801278143
# [11,]  0.1300671044  0.191600997  0.232280413  0.207399981 -0.0548635328
# [12,]  0.1219567385 -0.095497617 -0.120309018 -0.040525761  0.0395263722
# [13,] -0.1133192388 -0.011409381  0.090435964  0.264205794 -0.2029461618
# [14,]  0.0933441225  0.079344748 -0.133442574 -0.011207313  0.1807039964
# [15,]  0.1455038399 -0.060412893 -0.078421026  0.089386695  0.0242457558
# [16,]  0.0583026242 -0.073733717 -0.010993613 -0.114416615  0.0144773077
# [17,] -0.0962499483  0.054318362 -0.268892223  0.161919206 -0.0778244741
# [18,]  0.0530036779 -0.405686550  0.113682526  0.022732600  0.0519414695
# [19,]  0.0497467221  0.028373314  0.119196965  0.035118945  0.3140220298
# [20,] -0.4404029559  0.071795844  0.083774075 -0.332929078 -0.0215867736
# [21,]  0.1948643198 -0.054021248  0.049052331 -0.086925356 -0.0695522416
# [22,] -0.0721951074  0.324800418  0.181135221  0.029759334  0.2291001785
# [23,] -0.1303775561 -0.048595259 -0.184694342 -0.061181049  0.0610417417
# [24,] -0.1561611133 -0.007896097  0.064746401 -0.081314472  0.1748851509
# [25,]  0.0139568332 -0.147548015  0.046705153 -0.004452124 -0.2243199983
# [26,] -0.1178965344 -0.005233610 -0.038841913  0.172384868  0.2403426013
# [27,] -0.1042715276 -0.079720227  0.081783263  0.140150132  0.0102165102
# [28,]  0.1078447471  0.081595341 -0.007808421 -0.208253328  0.1425585735
# [29,]  0.0428215815 -0.052161779 -0.092108779 -0.191768270 -0.1842045639
# [30,]  0.0698102570  0.081166918  0.268135110 -0.053716741  0.1196260072
# [31,] -0.0781928156  0.209998607  0.047334753  0.091113447  0.0040729315
# [32,]  0.1282924907 -0.101125748 -0.100441452 -0.057124814  0.0108743139
# [33,]  0.1477368113 -0.125857757  0.027719897 -0.005360145  0.0899871388
# [34,]  0.1426547719  0.026349882 -0.012543562  0.145833110  0.1548807515
# [35,]  0.0702562210 -0.154788979 -0.154054456 -0.091112063 -0.0006454351
# [36,]  0.0619318650 -0.016977730  0.007837697 -0.043865315  0.0092915776
# [37,]  0.1182639014  0.190365691 -0.016132983  0.075218090  0.0180668509
# [38,] -0.0808363758 -0.062797805 -0.035971308  0.123153078  0.0096908273
# [39,]  0.0989527312  0.022872259 -0.040973895 -0.103491941 -0.0523380045
# [40,]  0.0009092984  0.010556725  0.080181842 -0.007733544 -0.0640352511
# [41,]  0.1080807523 -0.101286057  0.115136896  0.046078514  0.0939799283
# [42,]  0.0928989603 -0.188781194  0.057007636  0.002186404  0.1622934702
# [43,]  0.2054586524  0.054046559 -0.056777045  0.103824456 -0.0557254158
# [44,] -0.0414685988  0.036235115 -0.032175693  0.098518800 -0.0570765457
# [45,] -0.1422200167 -0.008849315 -0.139931325  0.050150856  0.0155947125
# [46,] -0.1733536262 -0.071027232 -0.138431365 -0.062408952 -0.0010887195
# [47,]  0.0173996488  0.187970580  0.095295991 -0.189911255  0.0106133153
# [48,]  0.0206971172  0.112619103 -0.055906632  0.002997670 -0.0286615624
# [49,]  0.0492966281 -0.047442752 -0.156543462  0.076745431  0.0597916125
# [50,]  0.1145070930  0.111901964 -0.080339329 -0.169935229  0.0257346239
# [51,] -0.0671485998 -0.117507339 -0.050162043 -0.016283182 -0.1324932796
# [52,] -0.0160134321  0.139692959 -0.253423939  0.024503497 -0.1081901734
# [53,]  0.1730742699  0.013356355  0.178458069 -0.155668989  0.1598124579
# [54,] -0.1335898807 -0.085609429 -0.070717660  0.085410313  0.2871118305
# [55,]  0.0877838394  0.019135593 -0.040470854 -0.001675909 -0.0133731328
# [56,] -0.0082679037 -0.087646533 -0.066265983 -0.097891438 -0.0307858755
# [57,]  0.1219063853 -0.168326305  0.116005478 -0.158871286  0.0130682021
# [58,]  0.0556916573 -0.025256787 -0.182113876  0.014095622  0.0388093255
# [59,]  0.1712608122 -0.028959891 -0.181337990 -0.048435019  0.0741459400
# [60,] -0.0742928865  0.021272930  0.208777418 -0.020940552 -0.0657851735
# [61,]  0.1031958717  0.096486899  0.042381818 -0.151127277 -0.1017659101
# [62,]  0.0489782220 -0.024648559 -0.019516833  0.030302831 -0.0250414588
# [63,]  0.0623883676 -0.107749113 -0.182378320 -0.038796955 -0.1086880369
# [64,]  0.1253413395  0.009760515  0.011906650 -0.077073116 -0.2082349356
# [65,]  0.0209019974 -0.013502589 -0.138977550  0.018347759 -0.0014425044
# [66,]  0.1027527380 -0.129648202  0.143739553 -0.074059622 -0.0095819261
# [67,]  0.0120272915  0.020862886  0.028243709  0.082851239  0.0224932669
# [68,] -0.0030329890 -0.067193792  0.073231476  0.027539025 -0.0438164246
# [69,] -0.0168784969  0.123897761 -0.149807084 -0.039522979 -0.0914616346
# [70,] -0.1175437681  0.003594544 -0.072895550  0.059645511  0.1477967756
#              [,56]        [,57]        [,58]         [,59]        [,60]
#  [1,]  0.130979070  0.142278836  0.072329018  0.3559836110  0.029672404
#  [2,] -0.001300189  0.245471950 -0.033368201 -0.1472199893 -0.218240563
#  [3,]  0.102060572  0.054583063 -0.026292188  0.1522951098 -0.061096870
#  [4,] -0.152530496 -0.094871802  0.060843587  0.1227919022  0.011212675
#  [5,]  0.167478472  0.219497438  0.161965985  0.1608099461  0.008175928
#  [6,] -0.109992093  0.027276699 -0.176793443 -0.1603286641 -0.138920708
#  [7,] -0.063818217 -0.191107277  0.007462383  0.1067704214  0.239918055
#  [8,]  0.117364438 -0.085927248 -0.032108001 -0.2922450679  0.170299098
#  [9,] -0.123691260 -0.073859853  0.151925997  0.2656734455 -0.004090724
# [10,] -0.084429795 -0.161884886 -0.010032696 -0.2222652704  0.140474629
# [11,]  0.256417946 -0.044299483  0.191804670 -0.0736665342 -0.083885617
# [12,] -0.063757317  0.161628785 -0.297110840  0.0111129278 -0.112390767
# [13,] -0.107332147  0.082618339 -0.080908891  0.0093609950  0.058212653
# [14,] -0.070678948 -0.145882243 -0.076314544 -0.0723406964  0.135287199
# [15,]  0.134116311 -0.123315620  0.096119576 -0.1882399094  0.014026243
# [16,]  0.046148295  0.230147601  0.137158352 -0.1895536997 -0.010939848
# [17,] -0.034635052 -0.120519604 -0.113042454  0.1147797124  0.007949839
# [18,] -0.025384745  0.198130732  0.033680136  0.0237012104  0.110849360
# [19,]  0.095006104 -0.235566982 -0.135088034  0.1701051999 -0.294194671
# [20,] -0.121751012 -0.078733139  0.174728374  0.0423411151 -0.033863270
# [21,] -0.076160370 -0.097436635 -0.056843144 -0.0641146537 -0.003440844
# [22,] -0.130558190  0.225754707  0.006405786  0.0097900512  0.127634089
# [23,]  0.040512822  0.090248861  0.151468584  0.1031994918 -0.116900050
# [24,] -0.002195739 -0.114440708  0.083551572  0.2183483797 -0.028679773
# [25,] -0.158498202 -0.148909049 -0.029304016 -0.1603861602 -0.015177893
# [26,] -0.229101577  0.144554988 -0.010731748 -0.0736244106 -0.172991781
# [27,]  0.016667934 -0.133240061  0.092162213 -0.0961496402  0.174844105
# [28,]  0.038465934 -0.094257693 -0.153037235  0.0764975297 -0.112320763
# [29,]  0.051646059 -0.129567539  0.024302654  0.0232806115 -0.346769347
# [30,] -0.059181887  0.019526173 -0.231899256  0.1781592139  0.006946742
# [31,]  0.162618534 -0.177354636  0.026831577  0.1388850579 -0.010208225
# [32,]  0.142780517 -0.172717784  0.073543938 -0.0333678536 -0.104453104
# [33,] -0.064780475  0.089471167  0.126617340 -0.0486850940  0.055850531
# [34,]  0.095283309  0.089846439  0.044647136  0.1170071163  0.003833036
# [35,] -0.097917763 -0.002268935  0.101493114  0.0304864752 -0.006990024
# [36,]  0.048840053  0.022980411  0.169169755  0.0213964836  0.041901941
# [37,]  0.198820831  0.119223622 -0.162423163  0.0071593586  0.083776262
# [38,]  0.005962800  0.016362710 -0.045616661  0.0345611023  0.019960996
# [39,] -0.047467861  0.084948116 -0.044439608  0.0017993676 -0.086802158
# [40,]  0.062355265 -0.016616761 -0.087211171 -0.0234893982  0.023063440
# [41,] -0.140567377  0.222500083  0.294761650 -0.0818499480 -0.158847073
# [42,]  0.001614387 -0.071642616 -0.033700558 -0.1061992484  0.088555407
# [43,] -0.187932207 -0.090565620 -0.022747896  0.0111091278  0.038541502
# [44,] -0.014047437 -0.123024487  0.134340347  0.0529996652 -0.005993351
# [45,]  0.089262643 -0.101554135  0.032883152 -0.0454475357 -0.178470304
# [46,] -0.064974592  0.056983511 -0.318805971  0.0967009904  0.040152320
# [47,] -0.082900901  0.172321625 -0.016910384  0.0018098526  0.063631279
# [48,] -0.147788307  0.121836295  0.111079990 -0.0562293792 -0.129966216
# [49,]  0.168402412  0.065012971 -0.251730089 -0.0031018322 -0.074445188
# [50,] -0.157244720  0.013990073  0.027399876  0.1662740107  0.028529271
# [51,]  0.352081350  0.202084436 -0.068885115 -0.1087685407  0.209039233
# [52,] -0.050597674  0.132247684 -0.090319204  0.0296085663 -0.128108571
# [53,] -0.083618031 -0.052455681 -0.097178669 -0.0820698408  0.083708990
# [54,]  0.102033770  0.092581677  0.029760373 -0.0271946333  0.203927991
# [55,]  0.133061435  0.016991211 -0.027360011 -0.1431923505  0.004666324
# [56,]  0.059637026 -0.075121926  0.021063683 -0.1125806633 -0.015683607
# [57,]  0.102420288  0.014110400 -0.057578299  0.0028600479 -0.187497926
# [58,] -0.074194500  0.028506873  0.082396767  0.0232994348 -0.012261260
# [59,] -0.094497779  0.020466245  0.176835203 -0.0019061195 -0.034821515
# [60,] -0.060050793  0.005587715 -0.081165206 -0.0950637214 -0.125046543
# [61,]  0.230714703  0.012809516 -0.046574689  0.0789074228  0.106536939
# [62,] -0.064996088 -0.081972833 -0.051840095 -0.0529851700  0.031927737
# [63,] -0.091091841  0.037703476 -0.159916066  0.1065977565  0.136359486
# [64,]  0.104269286 -0.029521861  0.002162851  0.2060229566  0.169968053
# [65,]  0.090551001  0.064157733  0.061382129 -0.0483273684 -0.140894025
# [66,] -0.162653616 -0.034099570 -0.135443814  0.0326470295 -0.018715681
# [67,]  0.045032796 -0.128060003  0.109240119  0.0298352433 -0.150739639
# [68,]  0.039081489  0.111279401 -0.175998793  0.0007738375 -0.154770412
# [69,] -0.183801970  0.034248266  0.054138621 -0.0853832698  0.104465025
# [70,]  0.131078491 -0.113085604 -0.030620882 -0.1924578977 -0.173889445
#               [,61]        [,62]        [,63]         [,64]        [,65]
#  [1,] -0.0056412274 -0.349836211 -0.141268194 -0.0914326589 -0.060101123
#  [2,]  0.0496353871  0.061386680 -0.143525728  0.0527408780  0.060402578
#  [3,] -0.1789007523  0.234259787 -0.226808448 -0.0903122001  0.268384390
#  [4,]  0.4104452020  0.098547465 -0.261070985  0.2576175137 -0.072788673
#  [5,] -0.0481466891  0.039730442  0.086708702  0.0682739191 -0.296196820
#  [6,] -0.1103198053 -0.167281170 -0.024980771  0.0031897600 -0.048608901
#  [7,] -0.2624263507  0.234485435  0.080149944  0.3249342468  0.162497882
#  [8,]  0.0082092429  0.140561547  0.175796897 -0.2268903964 -0.081045442
#  [9,]  0.0083871374  0.113803451 -0.145088470 -0.1576392255 -0.145130128
# [10,]  0.0118294814 -0.028617660 -0.156122332 -0.0162334608 -0.114661996
# [11,]  0.0361316513 -0.213155140  0.150528740 -0.0615298796  0.071750711
# [12,] -0.0369474585 -0.136635408 -0.118651122  0.0910716013  0.013346043
# [13,] -0.0714729408 -0.134426730  0.143246951 -0.1688467176  0.001336413
# [14,] -0.1204393518 -0.086021635  0.133983384 -0.0344768553  0.175896238
# [15,]  0.0581507222  0.042046940 -0.031389774  0.0030271734 -0.334120607
# [16,]  0.1366354903  0.082103998 -0.004236353 -0.1072656861  0.277006348
# [17,]  0.1073780404  0.098411716  0.278853274 -0.0330369694 -0.225271181
# [18,] -0.1515991556  0.115249817  0.203617338  0.0969762413  0.042117642
# [19,]  0.2319815886  0.005049776  0.254986590 -0.0269326134  0.114247876
# [20,] -0.0992069294 -0.099189932 -0.049380554  0.2463607888  0.082346755
# [21,] -0.0480070727  0.035821105  0.008227811 -0.0420336390  0.086088598
# [22,] -0.0333030502  0.044882530 -0.095906456 -0.0118360812  0.138173569
# [23,]  0.1057563326 -0.006603060  0.047160723  0.0313640374  0.204955792
# [24,] -0.0836599317  0.056661526  0.085607353 -0.0782325772  0.098971156
# [25,]  0.1507926637 -0.147745405  0.113252263 -0.0264515828  0.177461773
# [26,] -0.1046994658  0.016610412  0.200899980  0.0523245430 -0.107303657
# [27,] -0.0485633342 -0.115092806 -0.178182705 -0.1032114644  0.029707032
# [28,] -0.3100252048  0.300486565 -0.078352391 -0.1692118862 -0.118643329
# [29,] -0.0339422320  0.054562295  0.142184197  0.2157980971  0.080904464
# [30,]  0.1068041001 -0.081607505  0.156666332  0.0232060309 -0.054492595
# [31,]  0.0740250286 -0.112842021 -0.059561158 -0.0190467634  0.100146257
# [32,] -0.1457823928 -0.076024104 -0.023301778  0.0333303999  0.187135286
# [33,]  0.1303677645  0.026409277  0.003932808  0.0344946174  0.092429152
# [34,] -0.0573725373  0.102128277 -0.042381889  0.1550273570  0.010383249
# [35,]  0.1732200725  0.110515833  0.058938389 -0.0251930152 -0.016994885
# [36,] -0.0250812720 -0.283025321 -0.088343628  0.0656148352 -0.040437623
# [37,] -0.0636673524 -0.030565133 -0.028928229  0.0488717692  0.074620309
# [38,]  0.1410413434 -0.025627977 -0.024805115 -0.1754305972  0.027390371
# [39,] -0.1048287240 -0.222886667  0.008668229 -0.1045995070 -0.120873870
# [40,] -0.0175480427 -0.094095402  0.042668663  0.0013831593  0.079448259
# [41,] -0.0208608638  0.010921393  0.048987426 -0.1664966158 -0.096548977
# [42,]  0.0867862690  0.050220196  0.071205767  0.1240842279  0.004752948
# [43,] -0.1328796929 -0.130793183 -0.108229791 -0.1547933837  0.003241049
# [44,] -0.0727186996  0.132043267  0.005050459  0.0293352688 -0.121049378
# [45,]  0.0953538460  0.065350856 -0.205281860 -0.1528417374  0.094931962
# [46,]  0.1172892614  0.051992225 -0.146891957 -0.0832059804  0.048524557
# [47,]  0.1128965256 -0.009341555 -0.032979341  0.2845616962 -0.143935199
# [48,] -0.0791833901  0.034100821  0.193332592  0.1219004894  0.107198331
# [49,]  0.1568342220  0.068586574 -0.125452876 -0.0006506113  0.103955604
# [50,] -0.0042804244 -0.103633569  0.144659007 -0.1249033957  0.041206557
# [51,] -0.0171898599  0.083340674  0.109771767 -0.0320803645  0.085342225
# [52,] -0.1178307286  0.120216905 -0.015961913  0.0145937681  0.063324374
# [53,] -0.0082458560 -0.084118516 -0.087508269  0.0598114906  0.017056145
# [54,]  0.0270647104  0.029691964 -0.068216724  0.1049324737 -0.010978183
# [55,] -0.0738994160 -0.020834159 -0.048760533  0.0113753752 -0.061178483
# [56,] -0.0073833759 -0.075562739 -0.105074282  0.3213889854 -0.021008133
# [57,]  0.0001617996 -0.061268870 -0.086131723 -0.0205331027 -0.133140745
# [58,]  0.1113497524  0.108194456 -0.133565236 -0.0846723428  0.067045904
# [59,] -0.0032401845 -0.148877345  0.030421164  0.0426039567  0.176060243
# [60,] -0.0355111796  0.106559829 -0.168610644  0.1279506243 -0.021197061
# [61,]  0.1878577779 -0.030361599  0.152913564  0.1546083232  0.015670300
# [62,] -0.1262896382 -0.174325398 -0.128731872  0.0797375863 -0.065049349
# [63,] -0.1382378343 -0.175933789  0.065781673  0.1388266354  0.031251616
# [64,] -0.0291815965 -0.079570775 -0.031821574 -0.0088410899  0.068543135
# [65,] -0.0826021563 -0.003540547  0.007747424  0.0629780689 -0.122193679
# [66,]  0.1208315607  0.052899807  0.032268323 -0.0212527233 -0.047044547
# [67,] -0.2159142548 -0.004068556 -0.112129143 -0.0077627959  0.064423292
# [68,] -0.0411133732 -0.103513561  0.031674474  0.0518452138  0.041850035
# [69,]  0.1382350254  0.011081950 -0.001058733 -0.0563302735  0.222472273
# [70,] -0.0081430272 -0.093624204 -0.014163487  0.1142610306 -0.012357657
#              [,66]         [,67]        [,68]        [,69]         [,70]
#  [1,] -0.067163913 -0.1340866222 -0.104889506 -0.099456281 -0.1074397482
#  [2,] -0.019075129 -0.1863972647 -0.089852659 -0.005580443 -0.2123823635
#  [3,]  0.127845557  0.0456743711  0.034477973  0.043245746 -0.0380790446
#  [4,] -0.279907871 -0.2404324464  0.155435135  0.049175501  0.1313673630
#  [5,]  0.077428802 -0.1456815700 -0.208580993  0.156545749  0.1238230388
#  [6,]  0.101668772  0.0671409276 -0.278638278  0.166353206 -0.1777773816
#  [7,] -0.230954230  0.1324300964 -0.213507426  0.091205025 -0.1984539978
#  [8,] -0.022765093 -0.2059955283 -0.056915958 -0.073162495  0.0876987073
#  [9,]  0.173688100  0.0138864470 -0.079649845 -0.159928475 -0.0489926517
# [10,] -0.249206817  0.1955679258  0.058781370  0.213452955 -0.0930727088
# [11,] -0.265436099  0.2017616988 -0.010177451 -0.212007403  0.2058354063
# [12,]  0.132250761  0.1383032116  0.038364921  0.032360261  0.4413453876
# [13,] -0.064261383 -0.0756515974  0.148153277  0.021843627 -0.2164323100
# [14,]  0.054853277 -0.0638641485  0.036927867 -0.117986804 -0.0126752748
# [15,]  0.407995579  0.2857768569  0.274544540 -0.083773817 -0.2173934905
# [16,] -0.056074676  0.1086574473  0.009117733  0.269510881  0.1202889398
# [17,]  0.048119219  0.0816187391  0.033700885 -0.065275034  0.1665462443
# [18,] -0.171649517 -0.0749642129  0.175374144 -0.337219026  0.0140436332
# [19,]  0.120209021 -0.0997271035  0.082110089  0.234823313 -0.1247244450
# [20,]  0.066187052  0.1191287903  0.104034817 -0.144830598 -0.0842414453
# [21,]  0.043091236 -0.1128336237 -0.088558571 -0.094511648 -0.0088526191
# [22,]  0.064442502  0.0813603590  0.236976270 -0.088189797  0.0136903402
# [23,]  0.045100422  0.0068674808  0.151818853 -0.031569913  0.0174152652
# [24,]  0.091172745  0.0650354618 -0.044501026  0.209131189  0.1218395316
# [25,]  0.140506137 -0.0080387649 -0.004618557 -0.059278353  0.0308422002
# [26,]  0.025701049 -0.2701707325  0.084961982  0.001526496  0.0011683986
# [27,] -0.033795334 -0.0695295540  0.048251404  0.147429469  0.2033812587
# [28,] -0.096540612 -0.1164639548  0.099389868 -0.028366402 -0.1126124040
# [29,] -0.080628939  0.0791564616 -0.040372564 -0.008012835 -0.0193559846
# [30,] -0.111875135  0.0722911888 -0.005217345 -0.078243404  0.0459691799
# [31,]  0.085355631 -0.0460323597  0.106811293 -0.118935559 -0.0061818586
# [32,] -0.068406204 -0.0818785844  0.060341332 -0.042730318  0.0880650511
# [33,]  0.145655029 -0.0679090812 -0.099133125  0.040837496 -0.1168895826
# [34,]  0.211886462 -0.0871142998  0.001631429  0.115992778  0.0433832141
# [35,] -0.059577770  0.0227768447  0.124936819  0.151174721 -0.0026071832
# [36,]  0.117177130  0.0687644262 -0.026925240 -0.019535820 -0.1192320660
# [37,]  0.092165413 -0.0105437679 -0.074690807  0.005631855  0.1347823802
# [38,] -0.038207279  0.1937910878 -0.169255126  0.027881004 -0.0857039625
# [39,] -0.325362584 -0.0170975352  0.022475047  0.043876400 -0.0954800535
# [40,]  0.038505929 -0.0238440345  0.133151949  0.031876081 -0.0197954486
# [41,] -0.109093718 -0.0032449252  0.074142602  0.113521796 -0.1278177018
# [42,] -0.079071762 -0.0519817654 -0.093138100 -0.190587546 -0.0842297952
# [43,]  0.130952401 -0.1073023634  0.172029054 -0.045272390  0.0180232857
# [44,]  0.058593216 -0.0905586144 -0.001225640  0.019493818  0.2257588012
# [45,] -0.082460734 -0.0486344473  0.006032486 -0.187002846 -0.0304954217
# [46,] -0.097185805 -0.0873843558  0.050721449 -0.118826094 -0.0073308889
# [47,]  0.029014202  0.0439336547 -0.003638960 -0.119939406 -0.0451258438
# [48,]  0.071595882  0.0502471432 -0.080698175 -0.012696407  0.0898873164
# [49,] -0.011594451  0.1176919271 -0.243662192 -0.116869252 -0.1647082425
# [50,] -0.039434508  0.0457395529 -0.075392407  0.205182709 -0.0725910826
# [51,]  0.079318227 -0.1855321789  0.081638104  0.104497168  0.0013817428
# [52,] -0.086900588  0.2029717084  0.225116333  0.012778561  0.0522987226
# [53,]  0.103475996 -0.0136028135 -0.092502247 -0.012301426  0.1737604127
# [54,]  0.000833032  0.0630625578 -0.076130038 -0.115737008 -0.0684247684
# [55,] -0.029559836  0.0295025935  0.065774411  0.021117993 -0.0737670204
# [56,]  0.011686392 -0.0385759068  0.168238236  0.148955462 -0.1116361846
# [57,] -0.140085132  0.1372387173  0.066884821 -0.024392503  0.1054009361
# [58,] -0.004086466 -0.0370889053  0.077036516 -0.026704723  0.0305958200
# [59,]  0.059387793 -0.0788696152 -0.199898905 -0.132602956 -0.0008299583
# [60,]  0.040433851  0.0268393239 -0.092371722  0.071919865  0.0675915377
# [61,] -0.001430117 -0.1690427834  0.153240944  0.043654240 -0.1641104148
# [62,]  0.005160565 -0.3379215644 -0.011597587  0.138524012  0.0476052543
# [63,]  0.045405965  0.0621788747  0.138636727  0.067224899  0.0552319009
# [64,] -0.039538664  0.0246842073  0.025025135  0.157504132 -0.1173184757
# [65,] -0.002417029 -0.0215358209 -0.128598026 -0.181354933  0.0737132110
# [66,]  0.120555139 -0.0533205105 -0.156244103 -0.127680479 -0.0680989833
# [67,]  0.011166651 -0.1353781315  0.028560744 -0.107436672 -0.0399375809
# [68,]  0.050951959 -0.0002747258  0.233788007 -0.010568062 -0.1686492251
# [69,]  0.098713989 -0.0845656087 -0.007749540 -0.088604140 -0.0265917366
# [70,] -0.010923347 -0.1849100682 -0.032660941  0.037573020  0.0207569353
# 
# $prop_expl_var
#  [1] 17.39  4.30  3.97  3.72  3.40  3.31  3.15  3.06  2.98  2.77  2.69  2.50
# [13]  2.40  2.35  2.32  2.16  2.07  1.98  1.92  1.74  1.69  1.57  1.51  1.49
# [25]  1.41  1.34  1.29  1.25  1.15  1.11  1.04  0.98  0.91  0.90  0.85  0.80
# [37]  0.77  0.75  0.70  0.66  0.64  0.61  0.56  0.51  0.48  0.46  0.42  0.40
# [49]  0.37  0.34  0.33  0.30  0.28  0.25  0.22  0.21  0.18  0.17  0.14  0.13
# [61]  0.12  0.10  0.09  0.08  0.07  0.05  0.05  0.04  0.03  0.02
# 
# attr(,"class")
# [1] "mgpca"
library(MultiGroupO)
sim.list<-fun.sim(g=c(30,30,30),mean1=2,d=0,sds2=c(1,1,1,1),corr=c(0.5,0.5,0.5,0),
                  n.var=c(20,50))
datos1 <- as.data.frame(sim.list$x)
datos1<-subset(datos1,select=-grp)
grupos <- sim.list$grp
mdr(g=c(30,30,30),grp=as.factor(sim.list$grp),data.x=sim.list$`lisx`,c=2)

# $variates
#             V1          V2
# 1  -1.16075238  0.47312371
# 2  -1.56919459  3.22125463
# 3  -0.29821071  1.66276460
# 4  -1.26168055  1.27283631
# 5  -0.35404500  2.16256689
# 6   0.01930363  1.95501821
# 7  -2.15202610  1.15093999
# 8  -0.35222411  1.46919131
# 9  -1.65862755  0.96355879
# 10 -0.67126141  0.03873945
# 11 -2.20001502  0.17939980
# 12 -0.71550717 -1.75111761
# 13 -1.49769168  1.67806535
# 14 -0.44924491  0.21748423
# 15 -0.48130665  3.34036030
# 16 -0.97152190  0.64992174
# 17 -0.87310223 -0.36769711
# 18 -0.56969145 -0.18531264
# 19 -0.87659733  1.17362934
# 20 -2.05477219  0.56305221
# 21 -0.28495601  0.45981172
# 22 -2.40370976  0.60541288
# 23 -0.92407978  1.88922986
# 24 -0.70669349  0.44830445
# 25  0.06233678 -0.81918016
# 26 -2.98981376  1.69974741
# 27 -1.77708590  0.81014780
# 28 -3.90204155  1.26146006
# 29 -2.85308038  1.76296866
# 30 -2.65112576 -0.38227568
# 31 -0.01162086 -2.24062130
# 32  1.07821980  0.29419965
# 33  2.15253546  0.05531683
# 34  1.74284932  1.14744217
# 35 -0.41565148  0.53638909
# 36  1.09804144  3.27788576
# 37  0.64195056  2.97143655
# 38  1.75680536  1.28519880
# 39  1.45947404  3.42837500
# 40 -0.27599561  1.10436484
# 41 -0.74587094  0.02336795
# 42  2.96416208  1.62442281
# 43  0.07702793  0.27323769
# 44  1.77031471  0.51406891
# 45  1.23901213  1.61443690
# 46  0.07316984  1.26981278
# 47 -0.67012246  1.56705782
# 48  0.70448999  0.45623312
# 49  0.28931078  0.50403355
# 50  0.76735683 -0.33807507
# 51  1.60711472  1.42348968
# 52 -0.63949366  1.81137518
# 53  0.96582983  2.28108920
# 54  1.47599932  0.39063324
# 55 -0.32523260 -0.35040048
# 56  1.65069475  0.75053400
# 57  2.76727107  0.01435575
# 58  0.98996022  0.32718017
# 59  2.20514666  1.18558806
# 60  0.09046803  1.23575755
# 61  0.43333594 -0.17299554
# 62 -0.29455946 -0.92027104
# 63 -0.26868625 -1.08316239
# 64  0.08262200 -2.39539656
# 65  0.12893338 -1.70569625
# 66 -0.56831365 -0.73261613
# 67 -0.25571549 -0.73567652
# 68 -0.76960569 -2.87752961
# 69  0.42431701  0.67393179
# 70  0.74531500 -0.48428512
# 71 -0.74478946  0.03427738
# 72 -1.23520395 -1.03071646
# 73 -0.28104972 -0.85456319
# 74  1.28678494 -2.11292013
# 75 -0.42690914 -1.50654990
# 76 -1.34502642 -1.07919021
# 77 -0.98266667  0.21236307
# 78 -0.21232950  0.33002600
# 79  2.82520901  0.82894665
# 80  0.21664982 -1.44900249
# 81  0.44052110 -1.94936555
# 82 -1.03800217 -0.31170161
# 83 -0.72967438 -0.50945480
# 84 -0.11686562 -0.23412678
# 85 -0.50408529 -0.49429733
# 86 -0.95316762 -0.67650333
# 87 -1.24243159 -0.69506382
# 88  0.14087772  0.55947954
# 89  0.64180155 -2.68077162
# 90 -0.65553770  0.46891869
# 
# $loadings
#                [,1]          [,2]
#  [1,] -0.1306485545  1.856973e-01
#  [2,]  0.0699620412  5.437128e-02
#  [3,]  0.0005747602 -5.640931e-02
#  [4,]  0.0152147310  6.303563e-02
#  [5,]  0.0216622524  1.595538e-01
#  [6,] -0.1206623359  5.450321e-02
#  [7,]  0.0614774519 -2.185901e-01
#  [8,] -0.0397786163 -8.845007e-02
#  [9,] -0.0656420871 -9.566577e-02
# [10,] -0.0552572157 -1.022338e-01
# [11,]  0.0489803953  3.138343e-01
# [12,] -0.0032555172 -2.999937e-02
# [13,] -0.0448320867 -7.387531e-05
# [14,] -0.0143204689  5.977491e-02
# [15,] -0.1528439492  4.490891e-02
# [16,]  0.1260936624 -5.927035e-02
# [17,] -0.0683485475  5.499884e-02
# [18,] -0.1241742520 -1.269544e-01
# [19,] -0.0644674669 -5.554572e-02
# [20,] -0.0397442673  4.740954e-02
# [21,]  0.0292881454 -2.311261e-03
# [22,]  0.0724214942 -6.879765e-02
# [23,] -0.1110537284  6.272610e-02
# [24,] -0.3063580256 -4.581378e-03
# [25,]  0.1553602022 -1.401756e-01
# [26,] -0.0022068001  3.013740e-02
# [27,]  0.1832183462  2.723219e-02
# [28,] -0.0604562523  1.886805e-02
# [29,]  0.1671364301  1.346485e-02
# [30,] -0.1186604636  5.666381e-03
# [31,]  0.0669044498  1.010475e-01
# [32,] -0.0911971442  3.753692e-02
# [33,] -0.1222055479  7.603857e-02
# [34,] -0.1052833719 -1.081418e-01
# [35,]  0.1144379254  2.959725e-01
# [36,]  0.0583814201 -8.030613e-02
# [37,]  0.0833409173  4.573714e-03
# [38,] -0.1365620077  3.120163e-02
# [39,]  0.0857423520  3.042777e-02
# [40,] -0.1253947702 -6.630083e-03
# [41,] -0.0562132390  3.646932e-01
# [42,]  0.1341405580 -1.154439e-01
# [43,] -0.0387670299 -1.883586e-01
# [44,] -0.0461544839 -1.081492e-01
# [45,]  0.0318279506  1.095179e-01
# [46,]  0.2250657227 -6.175348e-02
# [47,]  0.0330880999 -3.485797e-02
# [48,]  0.1862976047 -7.498449e-02
# [49,] -0.1622503257 -2.399881e-02
# [50,]  0.1525329908 -1.956618e-02
# [51,]  0.1428524424 -1.514366e-01
# [52,]  0.1188822839  7.447502e-02
# [53,]  0.1193613857 -8.575608e-05
# [54,] -0.0792595225 -2.412117e-01
# [55,] -0.0011745037  1.357537e-01
# [56,]  0.0633196199  5.641552e-02
# [57,]  0.3245000111 -9.013849e-02
# [58,] -0.0037679405 -1.148795e-01
# [59,]  0.0820965518 -2.109561e-01
# [60,] -0.1380846424  6.321486e-04
# [61,]  0.0600177613 -1.100279e-03
# [62,]  0.1696828487  1.607990e-01
# [63,] -0.0928548731 -8.046221e-02
# [64,] -0.3097317570 -1.980731e-01
# [65,] -0.0563145618 -1.868167e-01
# [66,]  0.1115651137 -1.603653e-01
# [67,] -0.1722567366  2.711806e-02
# [68,]  0.1143485281 -1.227267e-02
# [69,]  0.1086622147  8.022681e-02
# [70,]  0.0388456758 -1.800403e-01
# 
# $prop_expl_dim
#  [1] 54.38 45.62  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"