Generic Function for Principal Component Analysis
pca.RdThis is a generic function to call PCA on various objects. The default method
uses stats::prcomp().
Usage
pca(object, TVE = 1, ...)
# Default S3 method
pca(object, ...)
# S3 method for class 'dfts'
pca(object, TVE = 1, ...)Arguments
- object
Object for computation of principle components analysis.
- TVE
Numeric in [0,1] for the total variance explained, this determines the number of components and can be used for dimension reduction.
- ...
Additional parameters to extensions based on data. Often this is additional information for
prcomp.
Examples
pca(1:10)
#> Standard deviations (1, .., p=1):
#> [1] 3.02765
#>
#> Rotation (n x k) = (1 x 1):
#> PC1
#> [1,] 1
pca(electricity)
#> $sdev
#> [1] 15.7648276 5.4566134 3.3131199 1.9103753 1.4662820 1.2056876
#> [7] 1.0177454 0.7990484 0.6785594 0.5478514 0.5231142 0.4919055
#> [13] 0.4750622 0.3618577 0.3368895 0.3138835 0.3043875 0.2756197
#> [19] 0.2581723 0.2229431 0.1983235 0.1827335 0.1671514 0.1439043
#>
#> $rotation
#> PC1 PC2 PC3 PC4 PC5 PC6
#> [1,] 0.8838149 1.18821610 1.0133383 0.73849608 0.363166392 -2.83124668
#> [2,] 0.8802625 1.42641245 0.7738438 0.52186412 -0.089357068 -1.34594113
#> [3,] 0.8603546 1.58895295 0.7165138 0.26097048 -0.570990009 -0.28006662
#> [4,] 0.8628572 1.61008684 0.7085226 0.24448957 -0.547813810 0.44292774
#> [5,] 0.8572211 1.57705971 0.6198675 0.18237364 -0.664901152 0.96518917
#> [6,] 0.8891104 1.38456785 0.3916217 0.16089105 -0.579663823 1.24129043
#> [7,] 0.9881836 1.09158887 -0.2050656 0.37089841 -0.197079118 1.57706705
#> [8,] 1.0752530 0.16452457 -1.0946869 0.98409976 0.148817834 1.24307431
#> [9,] 1.1185797 -0.08549774 -1.4590402 0.93268224 0.544151125 1.19210762
#> [10,] 1.1044366 -0.24196285 -1.5269994 1.23187202 0.949405715 0.01294699
#> [11,] 1.1101850 -0.17837473 -1.1158011 0.52268264 1.091129849 -0.78947056
#> [12,] 1.1282548 -0.13539496 -0.8668421 -0.07718572 0.981683595 -0.82479477
#> [13,] 1.1290478 -0.24112292 -0.7932827 -0.23273757 0.956023099 -0.85643998
#> [14,] 1.1359563 -0.19613676 -0.6030995 -0.83516924 0.551128106 -0.60338854
#> [15,] 1.1186249 -0.22446503 -0.4620350 -1.23685395 -0.002065021 -0.59134656
#> [16,] 1.1179227 -0.26861919 -0.4983122 -1.46194187 -0.699308887 0.03937654
#> [17,] 1.1336536 -0.43853050 -0.4095582 -1.60014647 -1.335206771 0.46341605
#> [18,] 1.1086850 -0.74692374 -0.2664786 -1.16184871 -1.643801128 0.10776867
#> [19,] 1.0048569 -1.25336071 0.3292885 -0.06413389 -1.961906653 -0.92804547
#> [20,] 0.8863114 -1.65512852 0.8349722 1.78315624 -1.614755212 -0.53140519
#> [21,] 0.8601521 -1.60895777 1.3748858 1.78558389 -0.037700314 0.54146342
#> [22,] 0.8334925 -1.20449053 1.7036134 0.63816619 1.158487687 1.01115174
#> [23,] 0.8707183 -0.56694923 1.7237113 -1.04264336 1.752142732 0.51426651
#> [24,] 0.8696013 -0.23845628 1.6914495 -1.73986473 1.407663495 0.51898016
#> PC7 PC8 PC9 PC10 PC11 PC12
#> [1,] -1.87985750 -1.29578351 -0.0796499823 -0.3160341 0.62631648 -1.9526936
#> [2,] -0.53439420 -0.68621707 -0.0082142623 1.3040974 -1.13036158 2.2793899
#> [3,] 0.72893806 0.30124438 0.4708482982 0.7342717 0.09847758 1.6557597
#> [4,] 1.03491133 0.68535293 0.0537199241 0.6022584 1.02544106 -0.4794809
#> [5,] 1.22141414 0.80325679 -0.0860312888 -0.2024994 1.31906839 -1.1834344
#> [6,] 0.59326463 0.48013897 -0.0255185306 -0.7530045 -0.24753876 -0.4635955
#> [7,] -0.84560014 -0.60805122 0.1107998635 -1.6947588 -3.12755200 -0.2944541
#> [8,] -1.98711886 -0.91491670 -0.2093256759 -1.5535784 1.62002462 0.6212895
#> [9,] -1.31076278 0.05878806 -0.0518928236 1.0404390 0.94105532 0.3363751
#> [10,] -0.07982425 1.19085876 -0.0002711261 1.9667958 0.14756175 -0.2335413
#> [11,] 0.46897838 1.18013621 0.6192016649 0.4883711 -0.88100324 -0.6543505
#> [12,] 0.98499783 0.50225771 0.1597366615 -0.6526585 -0.85068416 -0.3970195
#> [13,] 1.21189267 0.06064318 0.2689501892 -1.1030349 -0.21317810 0.3462911
#> [14,] 1.23602712 -0.53990120 -0.4599207257 -1.1194962 0.34524060 0.2519537
#> [15,] 0.90197326 -0.97717801 -1.1869887090 -0.7823058 0.84127545 0.4964208
#> [16,] 0.22817603 -1.32726848 -0.7370031116 0.6022995 0.18666546 -0.2801186
#> [17,] -0.36759603 -1.02355916 -0.1593963936 1.3975063 -0.32226051 -0.3776442
#> [18,] -0.64392986 0.02519441 1.0168500980 0.9993579 -0.18100373 0.1361737
#> [19,] -0.76194858 1.66152341 2.2740476432 -1.0561881 -0.20126061 -0.4731903
#> [20,] 0.12994087 1.07958045 -2.1073947765 -0.9040504 0.61624775 0.8567100
#> [21,] 0.97991381 -1.21965570 -0.9828988190 0.7930026 -1.38044909 -0.1633191
#> [22,] 0.79923862 -1.64359820 1.9500728534 0.4288698 0.76207290 -1.1753545
#> [23,] -0.64745910 0.57213367 1.1911754849 -0.6349166 0.65025292 2.2326908
#> [24,] -1.45894869 1.90735216 -2.0488268620 0.4932261 -0.53008103 -1.0760760
#> PC13 PC14 PC15 PC16 PC17 PC18
#> [1,] 1.06407310 -0.72498499 -0.008760875 0.61092625 0.20332016 0.14652101
#> [2,] -0.72183813 1.36823181 -0.126047969 -1.36055669 -1.94188873 -0.33854705
#> [3,] -1.36884162 0.01127148 0.026654168 1.25656010 2.96247908 0.45150163
#> [4,] -0.07060401 -0.55895833 0.311950321 0.92770373 -0.08190543 0.03940518
#> [5,] 0.32679619 -0.63906439 0.286330409 -0.60910147 -1.11100403 0.14234577
#> [6,] 0.68154211 0.24765259 -0.525260966 -1.38057310 -0.91516848 -0.29808863
#> [7,] 1.18901645 0.56035903 -0.422006178 0.82257777 0.81242902 -0.19260793
#> [8,] -2.01318055 -0.77647829 1.062766766 -0.94303029 0.46577180 -1.28230827
#> [9,] 0.14115999 0.74778059 -0.990602293 1.45772810 -1.30273080 2.84994470
#> [10,] 1.41521658 -0.30442879 -1.375643085 -0.63492791 1.17349260 -1.86231678
#> [11,] -0.22468192 0.05727930 1.097429173 -0.74364170 0.29025242 -0.22819009
#> [12,] -0.81318615 -0.11117463 1.857880559 -0.57820444 -0.66193189 0.90726751
#> [13,] 0.06716509 -0.14928905 0.598701191 0.68690413 -0.10815969 0.45977181
#> [14,] -0.43673311 0.30944836 -0.961446121 2.05337586 -0.64754650 -0.79304145
#> [15,] 0.05055485 0.25375217 -2.300857033 -0.77465247 0.05249007 -0.59604065
#> [16,] 0.53913795 0.18625421 0.133561750 -1.88243777 1.31548670 1.33725359
#> [17,] 0.56846729 -0.33466362 1.471959151 0.09162624 0.40706365 0.53419517
#> [18,] 0.10276493 -0.41539894 0.752483507 1.53735254 -1.40660287 -2.15466276
#> [19,] -1.06170151 -0.12045340 -1.738854039 -0.78507027 0.19082862 0.94413188
#> [20,] 1.39067124 1.55043986 1.252697670 0.28708217 0.33192372 -0.05894600
#> [21,] -1.03379614 -2.68716085 -0.739719389 0.03112733 -0.47812935 0.36111286
#> [22,] -0.29570723 2.49054089 0.200989989 -0.07817419 0.38686586 -0.53229453
#> [23,] 2.06629382 -1.56130350 0.344080965 -0.34023821 -0.01221821 0.36693190
#> [24,] -1.54479917 0.67400049 -0.253910041 0.22898066 0.16055838 -0.21765726
#> PC19 PC20 PC21 PC22 PC23 PC24
#> [1,] -0.31376473 0.57838490 -0.12758557 -0.0086797752 -0.10954655 -0.08490261
#> [2,] 0.05310761 -1.09795740 0.33492218 0.2664855629 -0.02145330 0.17772853
#> [3,] -0.49712600 1.33701141 -0.62928766 0.6458668452 -0.55774574 -0.14919379
#> [4,] 1.51344212 -1.48945756 0.81602464 -2.8158798300 1.41235807 -0.18655176
#> [5,] 0.63967236 -0.85590516 -0.85878181 2.9238246839 -0.98127405 0.21735739
#> [6,] -2.59092353 2.33958764 0.66589254 -1.1992654921 0.30926218 0.10989917
#> [7,] 1.14054567 -0.72896132 -0.32207557 0.2272589281 -0.05943199 -0.13427266
#> [8,] -0.07331844 -0.40119245 0.26435291 -0.1159913638 0.13894659 0.15539493
#> [9,] 0.10623017 0.73796537 -0.34883145 0.0785308358 0.16640040 -0.06311677
#> [10,] -0.70944999 -1.06155162 -0.01757031 -0.2327932168 -1.13195532 -0.63197669
#> [11,] 1.51165068 1.60932205 0.99963880 0.9893916055 1.93226811 1.85214504
#> [12,] 0.65389514 0.55701593 -0.69450530 -1.3782418829 -2.50992283 -1.61607245
#> [13,] -2.40300991 -1.83247276 -1.83954509 0.1806939789 1.92300764 0.28691052
#> [14,] -0.34497046 -0.14648721 3.06081909 0.8414927527 -0.87669587 -0.11879192
#> [15,] 1.61939321 0.88924885 -1.99565564 -0.8473256026 -0.08391523 1.19244401
#> [16,] 0.17076735 -0.26529321 1.06541050 0.7780126185 1.35942980 -2.42393225
#> [17,] -0.82241200 -0.69833827 0.35816612 -0.5876908223 -1.44150733 2.75901437
#> [18,] 0.24168349 1.18376723 -1.15517619 0.3446241341 0.79704476 -1.51556532
#> [19,] -0.03705237 -0.81557895 0.43570933 -0.1537449873 -0.27692370 0.19446263
#> [20,] 0.17857444 0.11194746 0.07025936 0.0003149584 -0.02255207 0.02876060
#> [21,] -0.13625260 0.21172396 0.03725189 0.1185745311 0.21759267 -0.01427272
#> [22,] 0.02713561 -0.07330624 -0.27863503 -0.1264235695 -0.14510934 0.02752272
#> [23,] 0.45874186 0.21614034 0.41754292 0.0080266390 -0.20538839 0.03782087
#> [24,] -0.40335752 -0.28189598 -0.26526668 0.0988722253 0.18784832 -0.11490369
#>
#> $center
#> [1] 39.89751 34.74526 30.61567 29.96405 28.90077 30.25688 34.55405 41.07956
#> [9] 43.83340 46.57452 47.09542 46.53479 46.91901 46.30107 44.01841 41.81077
#> [17] 41.14348 42.93121 46.06948 49.43301 51.86679 52.98548 49.68189 43.93663
#>
#> $scale
#> [1] FALSE
#>
#> $x
#> PC1 PC2 PC3 PC4 PC5
#> [1,] -36.8058353 3.598326961 1.485319899 -0.278028440 0.135234331
#> [2,] -15.9307894 -9.388079074 -5.677890801 -3.315274103 0.238170849
#> [3,] -2.2484150 -23.089449306 5.642369663 3.214941869 -2.293856678
#> [4,] -37.6711108 2.634082254 1.779057270 0.335134581 -1.483681323
#> [5,] -38.3015488 1.508903984 -0.224439803 -0.953328949 -0.888927414
#> [6,] -29.4996987 -4.744782082 8.308715165 0.158427120 0.294877483
#> [7,] 6.2098490 -20.308060210 1.546973780 1.213589310 3.121373560
#> [8,] -0.6155039 -9.101911447 -0.120509391 0.387362388 0.929051844
#> [9,] 7.4143136 -19.896638196 2.054161368 -1.371739402 -0.932996643
#> [10,] 14.5490816 -13.960897135 -0.111099646 2.496337586 2.889870253
#> [11,] 7.7430048 -3.190284499 4.614513494 2.284503746 -2.344312302
#> [12,] -4.8084093 1.299555357 3.176014928 -1.088937574 -0.560941028
#> [13,] -2.7541028 1.615162007 -6.998732557 3.619184644 0.003727419
#> [14,] -7.8429682 -13.495704810 -4.310209805 -3.000443807 2.600199201
#> [15,] 8.3939949 -2.910486762 -4.995363492 0.837987135 -1.267043565
#> [16,] 0.2644320 -7.584048806 -3.335825924 -0.277513857 -0.642918285
#> [17,] -0.8678417 -12.775894198 -1.729758385 0.325820863 -1.533323179
#> [18,] 1.3135643 -2.948663001 3.480291018 -0.304197349 0.263301738
#> [19,] -8.5354013 6.215532488 0.246369272 1.239263443 0.091446090
#> [20,] -3.7143598 -14.100709304 -1.201044862 -0.896280596 0.565088389
#> [21,] 8.7815473 -1.651438729 -1.233715200 1.187089386 0.064380696
#> [22,] 5.2089082 0.021707712 -2.958732535 0.381385018 0.176099304
#> [23,] 2.5426480 -2.075949292 -0.881458702 -0.361188816 -1.303754511
#> [24,] -1.4757169 1.308906420 -0.690679028 0.506913423 -0.332533759
#> [25,] -22.1952792 -5.989963315 7.707237465 -3.417725693 -0.357489161
#> [26,] -16.2879362 5.651239129 -1.526142732 2.018296526 2.881948020
#> [27,] -26.4048338 -5.739470741 -1.429902280 3.779812296 2.178775904
#> [28,] -37.1416411 1.538315879 -3.808392522 0.934737382 -1.675205711
#> [29,] -12.3644067 -10.243647629 -7.620446086 -0.436314820 2.002289153
#> [30,] -14.0083464 -2.167575335 -1.254431520 3.082894718 0.988824095
#> [31,] -2.1584762 -4.446500370 -4.199346826 0.196858019 0.548120530
#> [32,] -32.0110535 0.046197440 4.602800406 1.164735222 0.297214758
#> [33,] -16.0964035 -6.123681994 3.915133634 -1.915981696 -0.708294256
#> [34,] -15.4824725 -7.147944973 -2.136436908 0.843945593 1.433924273
#> [35,] -16.8259434 -2.318554652 -7.946657593 3.213333106 -1.110074515
#> [36,] -30.8548408 -7.548090523 5.923562646 2.851086485 -2.364057002
#> [37,] -36.8811072 2.591712116 -5.329183891 -0.512758921 -0.833202607
#> [38,] -38.9376094 2.435262131 -3.215103912 -0.652751630 -1.975015472
#> [39,] -41.0941516 4.076895474 -2.872297039 -1.514171735 -2.144294120
#> [40,] -41.6463186 4.488088934 -3.636425697 -1.684728030 -2.212602970
#> [41,] -39.0367055 1.947934713 -2.217138722 -0.676798878 -2.145254278
#> [42,] -23.5292476 -12.979456901 9.184644756 0.907831559 -2.022586881
#> [43,] -20.6486898 -1.076641109 -13.880629027 3.579220567 4.548322149
#> [44,] -35.7891277 -1.814905836 0.249221167 1.511916262 -2.759416640
#> [45,] -38.9280670 2.954173562 -3.891557787 -1.195603574 -1.533160404
#> [46,] -24.8550960 -13.524046468 12.535873023 5.634228189 -1.171520650
#> [47,] -20.3509107 -5.182842709 12.180766561 0.394020482 5.372715560
#> [48,] -2.1676539 -22.699587376 6.556963217 5.766197346 0.424307215
#> [49,] 4.3272041 -1.391983805 -11.487180292 6.454869313 5.983654819
#> [50,] -14.3638990 -9.082410198 -2.991247233 1.365995487 -0.828552360
#> [51,] -31.8318629 -1.066843769 -3.283263140 3.775309728 1.007002713
#> [52,] -25.4389639 -5.771105391 -2.843831611 2.924079310 0.129410619
#> [53,] -25.3181523 -1.518726504 11.781050000 4.664409488 -1.866527933
#> [54,] -36.4663118 4.080761315 2.345728529 0.107852225 -0.453213139
#> [55,] -6.9297861 -14.336156368 -4.717814116 9.542789312 -0.101939765
#> [56,] -23.8962607 -2.542415712 -3.703777759 -0.434266676 -0.315991960
#> [57,] -18.1079283 -6.785531701 -1.703328116 0.271053578 1.489092492
#> [58,] -13.0570372 -3.356670168 -2.773855709 -0.321351064 -2.354997344
#> [59,] -36.4121677 2.662658471 -3.175890944 -0.845584686 -0.943726790
#> [60,] -39.8503670 4.730243668 -3.535757610 -1.410100563 -1.806445656
#> [61,] -41.3105394 4.647199251 -3.867682494 -1.846894548 -2.000106373
#> [62,] -40.8311506 3.934198630 -3.793912365 -1.334211947 -2.189381481
#> [63,] -39.3049576 2.782711305 -3.097737033 -0.921587068 -1.889883498
#> [64,] -25.8260029 -8.807216987 3.855599832 2.375143354 -0.864777000
#> [65,] 3.1821867 -8.773694792 3.906929554 6.369006280 -0.259227007
#> [66,] -0.1119543 -2.611488134 -0.294685281 3.646300430 -0.139667584
#> [67,] -27.5456083 2.943698453 0.723332098 1.923807717 -1.119519346
#> [68,] -33.9253389 -2.383610820 6.148826001 -0.023264810 -0.684098520
#> [69,] -9.3139174 -5.555156463 -5.346733396 1.608101164 -0.973306475
#> [70,] -12.4001073 -4.743247694 -4.762395348 0.023177665 -0.318481903
#> [71,] -3.9348993 -0.290032678 0.946273208 2.296494738 -2.310876006
#> [72,] -0.9994724 -0.635020119 1.122628257 3.190588957 -1.577504230
#> [73,] -0.8915880 1.476416366 -1.390943383 0.528497733 -1.099944489
#> [74,] -12.9817328 6.685302685 0.882484901 1.361771488 -1.799487423
#> [75,] -26.4427489 -1.134537050 5.858497447 0.193581516 0.425617161
#> [76,] 3.0610706 -4.628764111 3.887693247 4.398184110 -0.323057898
#> [77,] -3.2247836 5.028168412 -2.426925909 2.220556092 -1.335769841
#> [78,] -7.7101300 -8.140494408 -0.962361287 -2.201290009 0.910638281
#> [79,] -0.9021323 3.682402836 -1.173811333 1.036590973 -1.743479604
#> [80,] -6.9345379 -0.417364180 -2.129160393 0.780957171 0.123233078
#> [81,] -24.6293425 6.769400989 0.654789403 3.773113329 1.726698040
#> [82,] -25.4963328 -2.839554004 7.559192603 -0.769226738 -0.290356797
#> [83,] -12.7879408 4.334064667 -3.952545832 2.125123730 -0.136567847
#> [84,] -32.5318946 2.980979307 -3.059796337 0.950519257 -1.161711338
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#> [125,] 2.8761696 4.404689934 -0.821474933 0.187717337 -0.471624954
#> [126,] 4.4919163 2.669846575 0.128165770 0.358902291 0.007809919
#> [127,] 7.9384259 2.318245750 -2.516887726 -1.020421854 -1.262034076
#> [128,] 6.2189556 2.990170284 -1.566074289 0.062082346 0.124060449
#> [129,] 9.1530058 0.937945140 -0.914626624 -1.060757934 -0.625676366
#> [130,] 4.9310405 6.318220073 1.570141326 -0.112933997 -0.984525425
#> [131,] -1.4784089 5.918178902 3.677784794 -0.336983324 0.704501228
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#> [138,] 2.4168942 4.801300078 3.132584298 -0.647906422 0.554465240
#> [139,] 1.6984041 3.405201428 -1.488066513 1.390162567 1.723180960
#> [140,] 2.7440838 3.633827259 0.921291270 1.353235969 0.349243745
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#> [143,] -0.1216053 -2.808917066 0.007079489 -2.074643847 1.297150191
#> [144,] 4.5082555 8.476299055 0.774080743 0.014374844 -0.157794824
#> [145,] 1.0238167 7.420933068 2.022955983 0.245505776 0.860890565
#> [146,] 4.0671972 1.049608288 -0.749778255 -0.982592757 1.061781818
#> [147,] 6.9689444 2.191272361 -1.389464097 -0.413645984 0.358895654
#> [148,] 6.8720561 5.956649681 -0.864674848 0.540983691 0.436613366
#> [149,] 6.1195032 4.133525610 1.141314589 0.404611116 0.505333679
#> [150,] 8.0530316 5.516475721 -0.950759424 -0.078864629 -0.272307014
#> [151,] 1.9280209 6.907059618 0.192430252 -0.504157911 -1.040757347
#> [152,] -3.9070847 1.250309207 3.271570092 -3.046716985 1.893240664
#> [153,] 7.4503613 2.663957830 -0.845973203 -1.342638329 -0.718516845
#> [154,] 9.1030628 5.537576412 -1.477471647 0.563833509 -0.410831369
#> [155,] 7.9432734 3.348827856 1.058940023 -0.278156552 -0.490800385
#> [156,] 10.0954095 6.105009452 0.819294987 1.017450199 -0.076201754
#> [157,] 1.5597375 6.437368312 1.259181585 2.646360933 0.608244625
#> [158,] -1.6865249 7.129188320 3.290728571 1.110281812 2.981320535
#> [159,] 2.2524210 7.176078797 4.192105468 0.640588056 2.193111404
#> [160,] 6.5727285 5.454155152 0.769374004 0.727633375 1.284432972
#> [161,] 11.4280955 1.058237745 -2.405028971 -1.406860830 -0.835281102
#> [162,] 13.3233066 -0.027395067 -0.753920175 -0.853431550 -0.212456706
#> [163,] 16.3619818 1.414768898 -0.126841061 -0.866297718 -0.962616797
#> [164,] 15.1247508 3.076324014 -3.131611847 0.587550064 -0.836050495
#> [165,] -0.9371337 7.152464203 -0.524720520 -0.744878714 0.074306316
#> [166,] -23.0794862 1.291736188 5.230823719 -2.432950623 2.406414065
#> [167,] -0.2887534 -6.251829317 -2.714262620 -4.418427082 -1.125302332
#> [168,] 9.4205613 -1.676911129 -2.409911829 -2.549109218 -0.569629426
#> [169,] 18.6168331 -0.208899943 -1.055453078 -1.596944337 -0.652561073
#> [170,] 17.4412577 1.574486305 0.412338857 -0.755732703 -0.182787724
#> [171,] 20.1891637 4.443337233 1.541037978 0.181495844 0.120891089
#> [172,] 12.5318543 5.301282957 4.498237184 0.965432293 2.138375020
#> [173,] 8.4628806 5.411758788 4.875484510 -1.196095869 2.308462390
#> [174,] 21.2949907 2.580191217 0.228760857 -0.208750732 -0.334078698
#> [175,] 22.3445455 5.820346426 0.957346127 0.631381614 -1.724064828
#> [176,] 14.3241526 -1.382353870 0.755033123 -2.028242666 0.093069401
#> [177,] 18.3043087 1.129453530 0.611156363 -0.548760609 0.445794680
#> [178,] 20.5277857 6.659537577 1.027919232 1.451685768 -0.062549910
#> [179,] 1.3331567 11.497987743 3.425289741 2.560474293 1.901587750
#> [180,] -6.5210926 2.608956564 4.243722796 -3.250508208 3.698880935
#> [181,] 11.5506274 3.793080112 -2.731501568 0.776189475 2.333062405
#> [182,] 7.8757690 1.492760003 -0.855645895 -0.723050249 1.912600675
#> [183,] 9.7300907 5.396158791 -2.427637102 0.361335930 1.030513433
#> [184,] 9.9578749 -1.951551775 0.636292225 -2.265600207 -0.592208663
#> [185,] 13.9934750 3.882897343 1.742224079 -0.249555230 -0.999454970
#> [186,] 2.8638127 8.143257836 0.079675962 -0.269243480 2.187544769
#> [187,] -4.6238794 4.364776591 1.931053370 -3.160980029 1.034615653
#> [188,] 4.1970226 1.263161501 -2.258540588 -1.331512175 1.789714727
#> [189,] 7.2665265 3.725378535 -4.789499703 -0.526890487 -0.344049673
#> [190,] -2.3875260 0.583895723 -1.452154870 -2.007430215 -1.007424489
#> [191,] -3.0345528 -1.197196951 -1.541217041 -2.735879273 -0.381100994
#> [192,] -0.1460527 -1.822876321 -1.824657413 -3.070751971 -0.650594868
#> [193,] 2.6160205 1.986389120 2.269220345 -2.626071914 2.927315466
#> [194,] 2.6059173 5.524481159 2.959411258 -2.186097547 1.902258695
#> [195,] 12.9624134 -0.328508651 -0.614220770 -1.270385528 -0.466451921
#> [196,] 13.9876968 1.766970961 -0.084113319 -0.104098163 -0.815895352
#> [197,] 12.6900889 1.750201359 0.358945256 -0.660074847 -1.137998228
#> [198,] 6.1022972 3.873830036 2.498616620 0.866626004 1.890491412
#> [199,] 9.5141587 7.901997424 -1.981236093 2.568945752 1.112613369
#> [200,] 0.7305315 6.796656031 1.222527793 -0.204819034 -0.003446145
#> [201,] -6.4545701 5.813989237 3.947541827 -1.635708624 0.983033461
#> [202,] 11.8245956 1.948000990 0.664921083 -0.891961294 -1.090896870
#> [203,] 11.5177211 -0.442567598 -0.145627940 -2.555411695 -0.904616667
#> [204,] 14.6716046 0.582568007 -0.670640308 -1.432452587 -0.621716189
#> [205,] 12.3851201 2.691458517 -1.096666769 -1.416802314 -0.519370551
#> [206,] 7.1565263 1.313683757 -1.300953895 -1.587737727 -0.843498861
#> [207,] 3.1227749 4.073841203 0.714524234 -1.392263862 -0.687769202
#> [208,] 0.8411048 5.186156638 3.699834388 -1.620845644 0.052799198
#> [209,] 4.4278962 4.637246599 -4.965325815 -0.394569665 0.749222584
#> [210,] 2.6503915 -0.694588218 2.097600836 -2.422215849 -2.353018304
#> [211,] 7.4773414 -1.423997871 1.286823908 -3.111519339 -0.815368055
#> [212,] 12.2269417 2.193131656 0.103464518 -0.587956390 -0.567290623
#> [213,] 9.3575848 6.256266894 -1.783841806 0.345478701 1.913103656
#> [214,] 3.1444372 3.795240329 3.417483335 -2.375108214 1.076508666
#> [215,] 3.6139213 6.777172567 2.732340986 -0.547138618 -0.862820336
#> [216,] 10.9820047 3.803022497 -1.681636172 -0.680053695 0.424253891
#> [217,] 10.9755588 2.171432507 -1.104650000 -1.347958082 -1.445735041
#> [218,] 9.5214115 3.290061576 -1.334911452 -1.285594574 -0.284600249
#> [219,] 11.1547713 1.464627430 0.381077693 -1.685815224 -0.978266831
#> [220,] 8.4176453 3.716253514 0.771794782 -1.160482458 1.834776409
#> [221,] 5.8710349 6.528655377 1.493111557 0.197460804 0.523510058
#> [222,] 1.1849420 5.151013519 2.004484745 -1.384003243 -1.560992414
#> [223,] 8.7641249 3.247498814 -0.751048793 -1.578999478 -0.589291199
#> [224,] 6.3304460 4.811700790 -0.799485355 -0.018581158 1.172204669
#> [225,] 2.1911608 2.683548841 1.487829716 -1.293783989 -0.029135668
#> [226,] 7.4186374 1.113159181 -0.018216784 -1.461791286 -1.787706740
#> [227,] 2.8055784 5.935985596 1.455904085 -0.671648217 -1.555111037
#> [228,] -0.5914165 3.103787830 1.650160690 -2.137937202 -1.387078448
#> [229,] 0.7995822 3.777655098 2.505853218 -1.608316941 1.056425322
#> [230,] 10.3061218 2.220496507 -0.105453021 -1.117762184 -1.036101451
#> [231,] 10.3543371 2.643331487 -0.528820135 -1.331072540 -1.042034029
#> [232,] 12.1845305 3.136130384 -1.053184311 -1.095272815 0.520495395
#> [233,] 12.6489602 2.420287561 -0.857560963 -0.806688681 0.155142237
#> [234,] 9.0869320 4.017401950 -1.280779192 -0.374384524 0.404163092
#> [235,] 5.8516517 4.076556141 0.943108329 -1.094874148 0.736997469
#> [236,] 4.1439198 4.871508737 3.978614765 -1.097032999 0.361182808
#> [237,] 12.3960838 3.767442010 -1.366997876 0.396169889 1.565130856
#> [238,] 6.4966265 2.216863745 0.986885021 -0.451707265 1.704973855
#> [239,] 12.2260800 1.085986480 0.610141312 -0.902422638 -0.025800148
#> [240,] 14.9758169 2.319777084 -0.402679229 0.099241911 -0.197161927
#> [241,] 15.3590386 2.039374474 -1.522000712 -1.038522530 -0.456727057
#> [242,] 6.3713411 3.202597452 1.901766185 -1.682681233 -0.815992364
#> [243,] 4.2567884 3.619925736 4.652657751 -0.794385002 0.202225059
#> [244,] 12.7742681 -2.963199231 -0.861580507 -1.835708756 -0.360270548
#> [245,] 16.5059330 1.527183515 0.414964044 -0.054623046 -0.366653485
#> [246,] 18.0567671 2.135506483 0.191932423 -0.010730737 -0.261394358
#> [247,] 25.0830452 2.682798710 1.064557715 0.246445841 -1.099762471
#> [248,] 21.0077677 2.722912864 0.322204586 0.236456801 -0.364878829
#> [249,] 15.7353653 5.822693169 4.058142084 1.840022100 0.657025314
#> [250,] 10.1127830 5.403029290 4.982419793 0.053818392 1.800525856
#> [251,] 20.1411710 0.207045510 1.041354996 -0.559276914 -0.539709591
#> [252,] 23.1658542 3.116370927 1.398072279 0.130962623 -1.233369454
#> [253,] 19.4679313 4.437757120 0.555589773 1.544412350 -0.251369275
#> [254,] 14.5520402 0.569507816 1.196408145 -0.571804354 0.006531366
#> [255,] 17.4324462 -0.931644813 0.258292472 -1.142179307 -0.488915897
#> [256,] 14.4093099 3.776585648 2.180386608 0.852237235 1.368982117
#> [257,] 11.5920104 6.370380923 5.157818963 1.713363875 2.137188700
#> [258,] 19.0830206 -1.746226092 0.908302621 -0.493534088 -0.146616238
#> [259,] 10.0012417 6.343993062 -1.200432261 3.058512072 1.292932606
#> [260,] 10.1386456 -0.209172584 2.345888618 -0.265764624 -0.821931851
#> [261,] 12.8786859 -1.708313330 -0.182885232 0.128958304 1.408806436
#> [262,] 16.6266618 -2.464037562 0.046374811 -0.734925636 0.677568731
#> [263,] 14.6839317 0.169271904 2.504365348 -0.550090113 0.831042502
#> [264,] 13.8953914 4.521384648 3.925462277 -0.410563113 0.487323785
#> [265,] 18.0682741 -4.455687563 -2.281382579 -2.019006754 0.353548423
#> [266,] 20.7766934 -2.164191549 0.194224230 -0.703876241 -0.064731067
#> [267,] 18.2405726 -0.710443132 -1.533560570 0.248487764 -0.597826422
#> [268,] 17.1454666 -3.996099588 -0.830678465 -2.244314747 -0.717982359
#> [269,] 18.3712452 -1.018433057 -1.612509084 0.202362706 -0.546804366
#> [270,] 11.4885028 1.775028571 3.128639589 0.078542863 1.816740621
#> [271,] 11.1936035 1.135026494 6.200245519 -0.184833151 1.931069214
#> [272,] 24.1729715 -0.785929824 0.317395076 0.056934690 0.502802061
#> [273,] 24.9812841 1.956309871 -0.384735875 1.435712643 -1.259483436
#> [274,] 19.6998018 -2.903740119 -2.816791204 0.163949407 -1.483813192
#> [275,] 20.3203228 -4.660749273 -0.958064171 -1.568428317 0.019685432
#> [276,] 27.9071356 0.108265296 0.146698760 0.748621358 -0.039425491
#> [277,] 20.2196314 4.223654292 0.629527986 2.167017674 -0.442754760
#> [278,] 4.6440826 -4.450361407 7.364546068 -1.404862962 1.766585423
#> [279,] 11.8425282 -6.179751398 -2.500170799 1.282629555 1.487030350
#> [280,] 7.3654058 -10.467484528 -3.588112563 0.319165495 2.126028945
#> [281,] 7.0360984 -6.459014362 -2.056206430 2.044713728 2.110453522
#> [282,] 12.3334344 -11.464495366 -0.322070704 -1.554613743 2.442028577
#> [283,] 28.9252553 3.328427159 0.504800453 1.391156457 0.140832775
#> [284,] 20.4089210 4.183724900 -0.013708106 2.747123244 0.986930740
#> [285,] -0.8325410 -1.062532803 13.866162247 2.272386899 3.714523038
#> [286,] 7.4919528 -5.749810894 -2.638615188 2.660962246 3.889565598
#> [287,] 15.1358412 -2.756687942 -5.533715957 2.204690552 -0.810757184
#> [288,] 1.8970225 -6.964779558 -4.050064570 1.829538198 0.390037073
#> [289,] 1.6102335 -8.754097792 -4.178627153 1.329835843 3.649858220
#> [290,] 1.0724129 -4.161706942 -3.566168140 2.665926117 2.430008052
#> [291,] -1.7856072 -1.301605205 4.856567371 1.466595671 3.373315005
#> [292,] 1.1836208 0.903670557 4.001278086 0.379819388 2.062922196
#> [293,] 16.5482976 -14.335912391 0.460749785 0.132360719 2.228138476
#> [294,] 22.8706571 6.398621949 -1.740973951 3.866276757 -1.220676986
#> [295,] 9.5715577 -9.994190575 -1.638334639 -1.718692257 1.521696420
#> [296,] 19.0798576 -0.921789923 -1.706229310 1.341089542 0.262646068
#> [297,] 19.0751604 -7.599366137 -1.915742609 -1.723349901 1.437789315
#> [298,] 14.1704135 1.444089205 3.460808975 1.289842525 0.606356425
#> [299,] 7.0936961 -0.316150670 6.739023211 -0.609897850 -1.768187180
#> [300,] 22.2197884 -1.645451442 -0.322257506 0.890855009 -0.582550380
#> [301,] 19.0462636 -4.012019474 -1.472319376 -0.628002229 -0.519479972
#> [302,] 21.6614574 -6.124401687 0.326680400 -0.199767402 0.084359888
#> [303,] 21.1877901 -2.646797213 -0.256793553 0.807515792 -0.669189930
#> [304,] 9.5648904 -4.948548132 -0.457196810 -0.380041183 0.571561813
#> [305,] 14.7195221 1.973328814 3.686167323 1.569651835 -1.195902005
#> [306,] 3.1554786 -0.871281729 7.167972456 -0.449508815 -1.402096464
#> [307,] 2.7310941 -0.623590034 -1.405571168 3.299671410 -0.531979864
#> [308,] 3.3000260 -5.735304991 -2.137063956 1.767778089 -0.993334322
#> [309,] 13.4314773 -10.410936258 2.317760793 1.252714885 -0.696378009
#> [310,] 16.0304314 -0.754158427 -2.309637883 2.345680993 -1.848653403
#> [311,] 8.7179114 -14.342336069 -0.969754087 -2.343836253 1.179491888
#> [312,] 5.7307368 6.846993139 5.125822130 5.038440190 -0.854611304
#> [313,] 5.7070781 -2.624997603 4.871959959 -1.327587322 -0.302028802
#> [314,] 15.4292754 1.156971202 -1.562946483 2.519124255 -1.765200749
#> [315,] 0.9682594 -3.057724574 -3.270305162 1.098046601 -0.237649482
#> [316,] 3.4907538 -9.416609300 -2.596805303 -2.187509906 -1.824423242
#> [317,] 3.8602363 -3.625558301 -3.540124451 0.726654553 -1.115814752
#> [318,] 4.3372431 -6.156984405 -3.972234602 -0.605886290 -0.308044268
#> [319,] -19.8025134 2.615322736 5.293921019 3.789577653 -4.050515394
#> [320,] -26.2709871 -2.648209591 4.155539506 0.023470599 -1.949956055
#> [321,] 7.3485776 -14.639064256 -0.524637122 -1.906821944 0.420926310
#> [322,] 13.4894297 1.828784693 -0.613615900 1.663123217 -2.020369563
#> [323,] 11.1627313 -0.204420330 -3.853801871 0.537060003 -2.420842519
#> [324,] 2.4608745 -2.497927248 -1.374413177 -0.629929276 -3.059203794
#> [325,] 5.5313505 -2.380562575 -2.624859616 -0.929132839 -0.887930065
#> [326,] 2.5633508 4.270392504 0.138988590 0.742646615 -1.453963356
#> [327,] -7.1442426 -6.404266350 7.065288968 -2.710363155 -0.682721985
#> [328,] 15.6742869 -4.587888250 -1.492390484 -1.489496981 -0.225951887
#> [329,] 22.6923391 1.881159460 1.300245940 0.239464526 -1.603783477
#> [330,] 23.4768171 3.643284470 1.050692992 1.366855066 -1.552679724
#> [331,] 6.3953594 3.093094568 -5.503937088 2.750935602 -2.410132020
#> [332,] -1.2658367 -13.231425111 -0.916945185 -3.363231166 -0.565104838
#> [333,] 2.0278785 0.025441777 -1.073154510 -1.358034577 -1.959538586
#> [334,] -17.1662485 0.167337728 0.789496192 0.348635635 -1.167395249
#> [335,] 0.8474970 -7.622397474 -4.013612194 -1.518655347 0.299666939
#> [336,] 3.8752597 -5.531943936 -3.642996992 -1.870122757 -0.913429835
#> [337,] 14.1050527 -5.516896824 -0.944764614 -1.573234521 -1.463718514
#> [338,] 18.5632166 0.732687544 -0.492880737 -0.096219049 -0.719442684
#> [339,] 14.8558437 2.589536489 -1.504815311 1.769691933 -1.296722362
#> [340,] 1.8327408 2.925171322 1.935234350 -0.116708541 -1.816858527
#> [341,] -8.9245649 -5.118589559 4.364730725 -1.845807363 0.329806588
#> [342,] 3.3834821 5.104971473 -0.804703666 0.497218197 -0.437937031
#> [343,] 1.8010866 -5.489521719 -1.794329172 -1.507024160 0.031233199
#> [344,] 10.6564082 -1.096706298 -1.146768069 -0.263434645 -1.045092230
#> [345,] 13.1951229 -2.777034973 1.072745694 -0.224666775 -1.007368679
#> [346,] 10.4502261 3.105174045 -0.241049558 1.042110795 -0.926349284
#> [347,] 3.9715235 -2.040434313 0.243887805 -1.797838378 -0.671415627
#> [348,] 5.6707812 0.286447325 2.405436325 -1.679179026 -1.990053414
#> [349,] 12.9745035 -3.896562842 -1.153649506 -0.881645619 -0.992562582
#> [350,] 7.9460690 -0.002011872 -0.954604687 0.556332643 -1.076572020
#> [351,] 7.3581458 -3.217224569 -1.877187614 -1.268096357 -0.445518440
#> [352,] 13.1262870 -4.322878690 -0.533645526 -1.463309962 -0.257752903
#> [353,] 16.8283912 -0.335064650 -0.896424430 -0.309793995 -0.201634084
#> [354,] 8.6058918 2.406510114 1.278084742 -0.276568454 -1.446593396
#> [355,] 5.2779197 -2.683056975 2.596638757 -3.087021507 -1.174713480
#> [356,] 12.4133040 -1.889527470 0.060441643 -0.107899511 -1.108145304
#> [357,] 13.8983418 -1.393165692 0.901300364 -0.104170713 -0.956971091
#> [358,] 6.7009106 2.306795566 -0.459269367 0.586111492 -1.625561506
#> [359,] -0.8531343 5.340625579 4.125939434 0.999307774 -0.788544681
#> [360,] 1.8605735 -5.726942400 1.044942849 -1.969263445 -0.572238117
#> [361,] -7.2166063 5.786103186 -0.476573600 2.318775729 -1.897905273
#> [362,] -22.4045114 -8.129025287 5.115584308 -2.598838057 -1.104422315
#> [363,] -5.1918441 -12.792830596 -3.447480220 -5.251144416 -0.229663136
#> [364,] -0.1010338 -9.822455169 -1.882693669 -3.293938127 0.261063391
#> [365,] 4.2540818 0.967624154 -0.037113800 0.298578268 -0.762325220
#> PC6 PC7 PC8 PC9 PC10
#> [1,] -1.33347916 -2.497439e-01 -1.577456352 0.685280084 0.09642009
#> [2,] -1.63456436 2.645338e+00 1.203415872 0.355769746 0.05126807
#> [3,] -0.89318372 1.361620e+00 1.775854285 2.191835546 -0.25673328
#> [4,] -1.40824230 -1.678470e+00 -0.936475656 -0.251246206 0.07043479
#> [5,] 0.79969416 7.297386e-01 -0.873519911 0.613179716 -0.46125059
#> [6,] -0.86236350 -1.776387e+00 0.513210235 0.387211842 -0.73628354
#> [7,] 0.46464685 -1.813696e+00 0.731432185 1.932749609 -1.50883083
#> [8,] -1.44781578 1.334325e-01 -1.149683063 1.362361204 0.82596805
#> [9,] 0.05056535 -6.726851e-01 -1.042376534 2.454813741 -1.73685050
#> [10,] -2.41519314 1.952094e-03 0.831358666 1.411026346 -0.24871599
#> [11,] -2.47373396 1.420595e+00 -0.274027449 -0.758763686 -0.23486468
#> [12,] -3.16756810 2.474841e-01 0.058595038 0.287025006 0.87210340
#> [13,] -0.10723821 -3.159776e-01 -0.425446335 0.788776068 -1.08383915
#> [14,] -1.08251977 2.390142e+00 1.303115417 -0.539914934 0.23780668
#> [15,] -1.47800968 -2.569468e-01 -0.008810652 1.561266982 -0.22917232
#> [16,] -0.08303475 -1.131822e+00 -0.711637277 -0.334676735 -0.56987216
#> [17,] -1.15955384 -2.507066e+00 1.016634034 -2.165246517 -0.95176462
#> [18,] -3.90902619 7.605251e-02 1.043874469 -0.438178111 0.51895613
#> [19,] -3.95916699 -7.102532e-01 -0.092037015 0.572983675 -0.00620238
#> [20,] -1.03625332 -1.824780e+00 -1.387928846 0.365616374 0.54209634
#> [21,] -0.20319860 -1.213538e+00 -0.332026451 0.178736872 0.12803736
#> [22,] -0.02067971 -8.889500e-01 0.127611236 -0.519867996 -0.50168153
#> [23,] -1.79776993 -1.210150e+00 -0.548713695 -0.775107652 0.15426657
#> [24,] -1.24983099 -1.003650e+00 -0.145944350 -0.044207449 0.33715212
#> [25,] -2.10569666 -9.035165e-01 0.240117284 -0.634633153 -0.51482885
#> [26,] -3.29376001 2.335833e+00 -1.096705803 -0.515692834 -2.66163413
#> [27,] 0.40963830 9.690098e-01 2.895786729 1.912632503 0.17221080
#> [28,] 0.52548835 2.795579e-01 0.389347494 -0.003489355 0.51573564
#> [29,] 1.16733274 1.696409e+00 0.347947212 -0.430548897 -0.67053001
#> [30,] 0.80215967 -2.309760e+00 -0.511809423 -0.088935202 0.50243623
#> [31,] 0.36218101 -4.554483e-01 0.498681832 -0.826785705 -0.88453143
#> [32,] -1.49697055 -9.860168e-01 0.970592699 -0.121282567 -0.10229815
#> [33,] -1.38955597 1.736339e+00 -1.503756432 0.226971932 -0.41263796
#> [34,] -2.09283895 -2.095082e+00 -0.750033070 -0.395084883 0.44927840
#> [35,] 0.19926470 7.225118e-01 0.811728123 0.798193728 -0.56569195
#> [36,] 2.29634979 1.627646e+00 0.185439968 1.843707669 -0.19798013
#> [37,] 0.31820719 1.314128e-01 0.666858840 0.325546836 1.14450670
#> [38,] 0.72145644 4.288604e-01 0.373837133 0.045400917 0.10923427
#> [39,] 0.57627267 -8.085030e-02 -0.188798664 -0.092464775 -0.04927787
#> [40,] 0.79265222 2.340570e-01 -0.217336502 -0.174853995 -0.02030409
#> [41,] 0.98957846 8.010171e-01 -0.186673216 0.295657683 0.16071919
#> [42,] 3.33131208 2.874773e+00 -2.033618095 1.987672592 1.43609571
#> [43,] -3.09034931 2.945299e+00 0.944055251 -1.311570844 -0.69092108
#> [44,] 1.15981629 2.004507e+00 -0.862105264 -0.163475763 -0.02349382
#> [45,] 0.63493306 4.857182e-01 0.258869009 -0.071361250 0.10007330
#> [46,] 2.27649838 3.027196e+00 -0.803212624 1.005183970 -0.67055943
#> [47,] -2.34045891 3.303343e-01 -3.297450869 0.875505514 0.12489015
#> [48,] 0.56968002 8.581063e-01 -2.032235145 1.372566809 0.52732521
#> [49,] -3.31363941 -1.075660e+00 2.123077681 0.445696590 1.03066925
#> [50,] -1.51628894 9.005369e-01 0.283883975 0.266843060 0.59544999
#> [51,] 0.41507185 1.604879e+00 -0.267538851 0.086116927 1.97422272
#> [52,] -1.50601658 2.318836e+00 3.122417665 1.239673179 0.12701263
#> [53,] -2.08072194 -3.487040e+00 -0.143953281 -0.920427091 -2.12096731
#> [54,] -1.28471481 -1.678990e+00 -0.714797511 -0.073606459 0.51114410
#> [55,] 0.44645518 2.037821e+00 0.497200282 -4.495376162 1.55955242
#> [56,] -0.35878941 -4.675273e-01 -0.670169724 -0.453239639 0.25044209
#> [57,] 1.67871827 5.638476e-01 -0.752821187 0.238225553 -0.05177148
#> [58,] -2.05132975 1.105006e+00 -0.762135958 -0.830175782 -1.17010534
#> [59,] 0.72280242 -7.964909e-01 -0.150608310 -0.166731452 0.56763537
#> [60,] -0.21644576 2.659301e-01 -0.118204115 -0.154715185 0.13477863
#> [61,] 0.38894428 3.512359e-01 -0.208816271 -0.301426960 -0.13887077
#> [62,] 0.74186915 4.155882e-01 -0.060651883 -0.360499275 0.16316003
#> [63,] 0.86695382 2.576719e-01 0.032337583 -0.126629747 0.01645187
#> [64,] 2.12644592 7.788419e-01 1.311077373 -0.059349388 0.21991221
#> [65,] 1.66585835 9.287189e-01 -1.889704403 -1.175752167 0.41902619
#> [66,] 1.15626485 -7.060993e-01 0.244897632 -0.158023375 -0.27743944
#> [67,] -4.03517496 -8.057346e-01 -0.327133088 -1.010914013 -0.45542722
#> [68,] 0.90869492 -1.212817e+00 0.762462995 -0.785781294 -0.18741118
#> [69,] 0.51319382 -2.155310e+00 0.284489024 -0.264856005 -0.41174138
#> [70,] -0.04611221 -1.307350e+00 0.281341398 -0.822723819 -0.65256251
#> [71,] 2.29985557 -1.370573e-01 1.050790894 -1.169391128 -0.33279326
#> [72,] 1.79989061 -6.014587e-01 -0.244258356 -0.881783249 -0.31823875
#> [73,] 0.99575663 -1.136000e+00 -0.112702095 -0.312036794 -0.64492188
#> [74,] -0.27544147 1.264850e-01 0.521670360 -0.233596626 -0.31195774
#> [75,] 0.02071260 -1.402407e+00 -0.304634606 -0.313811114 -0.44521285
#> [76,] 3.42352990 1.845929e+00 -2.926718529 -0.876136655 0.86744076
#> [77,] -0.23579101 -4.686969e-01 -0.234210753 -0.176636255 -0.36314182
#> [78,] 0.31685671 -1.651163e-01 -0.944739724 0.033447729 0.23061289
#> [79,] 0.21404467 -1.538789e-01 -0.758719125 0.218710914 0.16526692
#> [80,] 0.58170204 -1.078371e+00 0.876324488 -0.549529731 -1.14760093
#> [81,] -0.12077367 -2.396055e+00 0.084160221 0.031018201 -0.00436661
#> [82,] 1.62177995 -1.112152e+00 0.145076305 -0.353532838 -0.20885189
#> [83,] -0.93072480 -3.779462e-01 -0.883885001 0.503886632 -0.69108971
#> [84,] 1.27314859 -9.476026e-01 -0.482579077 -0.032345141 0.71371089
#> [85,] 2.06605960 -2.845299e-01 1.059251043 -0.425477543 0.19770573
#> [86,] 1.49486592 3.137352e+00 0.258452729 -4.748712299 -0.71493492
#> [87,] -0.28827067 -2.294762e-01 0.106842960 -0.556322554 0.04487851
#> [88,] 0.76168156 -7.483216e-01 0.741655131 0.071396971 0.24408482
#> [89,] -1.21330280 3.982400e-01 -0.247631059 -0.063010418 0.15124550
#> [90,] 0.89745415 -2.189747e-01 -0.581254029 -0.340173448 -0.69319476
#> [91,] -1.42944332 -5.985088e-01 -0.459538024 -0.738513909 0.80199948
#> [92,] 1.85051937 -1.486526e-01 0.036306082 0.070667722 -0.23810571
#> [93,] 0.36207516 6.983946e-01 -1.560394042 -0.862795827 0.66138641
#> [94,] 1.84465620 -4.417749e-01 -0.909569584 0.338079904 0.93768906
#> [95,] 0.48919378 9.242083e-01 0.142282117 -0.543596183 -0.09095665
#> [96,] -0.11164959 -5.298794e-01 0.119287303 -0.277886740 0.22231180
#> [97,] -0.31011987 -3.255411e+00 -1.579681424 -0.140596334 -0.13843046
#> [98,] 0.28075466 -6.910230e-01 -0.551137354 0.030637752 0.29923209
#> [99,] 0.25040678 -8.338628e-01 -0.586905143 -0.341357507 -0.09932295
#> [100,] 0.87841025 -9.462832e-01 -0.471413461 0.020863753 0.50700357
#> [101,] 0.88446764 -1.205842e-02 0.170827139 -0.392825813 0.17621584
#> [102,] -0.58302564 -6.321342e-01 -1.671002488 0.806200133 0.21200927
#> [103,] 0.93868127 -8.669182e-02 -1.476660051 -0.168152789 0.02105646
#> [104,] 0.39423745 -1.501154e+00 -0.326729039 0.431928100 0.11243796
#> [105,] 1.47060140 -2.102909e-01 0.096529966 0.112355574 0.09556556
#> [106,] 0.84737747 -5.698411e-01 -0.261726879 0.030207015 0.18795916
#> [107,] 0.87914283 1.977606e-01 -0.410571297 0.041509892 -0.45367750
#> [108,] -0.07030675 4.301692e-01 -0.348090180 0.114253502 0.06982329
#> [109,] -0.96666808 1.507572e+00 -0.761950217 0.066425022 -0.30135880
#> [110,] 1.26644479 -1.218943e-01 0.457857908 0.232889201 -0.02495373
#> [111,] 0.20894963 4.534362e-01 -0.344728801 -0.045432479 0.24304035
#> [112,] 1.21390766 -5.075060e-01 0.094454912 0.072528375 -0.04781984
#> [113,] 1.53682153 -1.736124e-01 0.179324268 0.062102138 -0.20067569
#> [114,] 0.58194739 7.430008e-01 -0.054276934 0.576555282 0.21278112
#> [115,] 1.41659356 -1.325954e+00 -0.259569600 0.282522111 0.94813193
#> [116,] -0.76138781 -2.166319e-02 -0.546205992 0.340501073 -0.09031393
#> [117,] 0.66230200 7.924352e-01 -0.329383672 -0.386519710 -0.65904919
#> [118,] 0.73966275 -3.175873e-02 0.102564383 -0.249240579 0.42657709
#> [119,] 0.37001407 -5.825824e-01 -0.582077611 -0.199527932 -0.23307024
#> [120,] 1.82175916 1.888879e-01 -0.108288136 -0.145984793 -0.26023536
#> [121,] 0.43235419 6.409332e-01 -0.551366038 -0.663401620 -0.32223943
#> [122,] 0.70585348 -1.910024e-01 -0.245057181 0.241447675 -0.06210405
#> [123,] 0.12556211 -4.620126e-01 -1.141092776 -0.399349898 0.31994220
#> [124,] 1.10791687 -1.562695e-01 -0.091884193 1.469135341 -0.40310860
#> [125,] 0.56613080 -4.463747e-01 0.170915457 0.174810451 0.56046044
#> [126,] 1.30876252 -9.934947e-02 0.137298837 0.269661898 0.47918256
#> [127,] 0.12250538 2.851069e-02 -0.399670876 0.029054147 0.26699735
#> [128,] 0.72116368 -3.641048e-02 -0.468246931 0.288209098 -0.04757846
#> [129,] 0.78420464 -2.638692e-01 -0.058500052 -0.114070559 -0.06111568
#> [130,] 0.32040827 3.007821e-01 -0.698766999 0.219525665 0.07414918
#> [131,] 0.82281939 5.811956e-01 0.018658184 0.648578733 -0.09369454
#> [132,] 0.39249539 9.488706e-01 0.324491245 -0.084710369 -0.08527269
#> [133,] 0.42497008 1.319410e-01 -0.811253112 0.281089745 -0.32111928
#> [134,] 1.19880639 -4.738324e-01 -0.975668710 -0.005832941 -0.31384872
#> [135,] 1.45007449 -4.205219e-01 -0.206282081 -0.090183474 -0.11023224
#> [136,] 0.87703950 -2.361703e-01 -0.544534976 0.268329884 -0.41037235
#> [137,] 1.28028228 1.272887e-01 -0.030751964 -0.215483041 0.15597516
#> [138,] 2.27184559 -2.557808e-01 0.189585423 0.555048152 -0.55920785
#> [139,] 1.28769600 -2.574134e+00 0.716668498 0.251014598 -0.18334054
#> [140,] 0.36069365 -1.435596e+00 -0.171360577 0.515570202 0.68055542
#> [141,] 0.38016215 -1.800036e+00 0.399055883 0.467702884 0.46186614
#> [142,] 0.65127493 -1.265915e+00 0.182276144 0.011509729 -0.33298616
#> [143,] 0.64946285 -9.568090e-01 0.266877644 0.068314546 0.38277725
#> [144,] 0.09549703 4.011021e-01 -0.682958280 -0.565433404 0.34576399
#> [145,] 0.58990165 6.802886e-01 0.162199981 -0.514511844 -0.52675392
#> [146,] 0.45431917 -7.487182e-01 0.077493428 -0.135657699 0.27369418
#> [147,] 0.36299956 -5.248117e-01 -0.153252913 0.072141634 0.19734318
#> [148,] 0.48376542 1.230374e-01 0.108031711 -0.031574866 -0.04975954
#> [149,] 1.75032203 -8.547014e-02 1.195389209 -0.124127900 0.49270111
#> [150,] -0.54194132 2.260554e-01 -0.236946689 -0.290535861 0.52486730
#> [151,] -0.21844422 4.291707e-01 -0.606527084 -0.878043281 0.08916353
#> [152,] 0.20633359 1.436535e+00 0.266388596 -0.810517769 -0.60760941
#> [153,] 0.49906741 4.252000e-01 -0.073368578 -0.029200008 -0.03975023
#> [154,] 0.68465707 1.972912e-01 -0.020192697 0.214894842 -0.44675269
#> [155,] 1.14707335 -1.579731e-01 1.096750099 0.027544770 0.24566527
#> [156,] 0.58187021 -5.105639e-02 0.567092069 0.212823067 -0.26017840
#> [157,] 1.32305993 -1.552492e+00 1.672336525 0.943018638 0.77384834
#> [158,] 1.91363576 1.893059e-01 2.705611071 0.059314341 -0.21829272
#> [159,] 1.97990133 -1.548864e-01 1.060048892 -0.515137145 -0.71371211
#> [160,] 0.66465235 3.617579e-02 0.596760392 0.681006316 0.27109172
#> [161,] -0.28106106 5.486434e-01 -0.779248905 0.044035781 -0.51491013
#> [162,] 0.06932594 -1.620185e-01 -0.117059281 0.056334577 -0.33847584
#> [163,] 0.36424960 -5.045593e-01 -0.218465372 -0.141578393 -0.08336880
#> [164,] -0.54588894 1.302174e-01 -1.255143705 0.501371490 -0.43154971
#> [165,] 0.12623785 1.172923e+00 -0.383319969 -0.164684882 0.45645928
#> [166,] -0.91710378 -3.498203e-02 -0.619191011 -0.919137828 -0.22373652
#> [167,] 0.07032764 -3.105136e-01 -1.609755990 0.462366923 -0.09644369
#> [168,] -0.17439769 1.403354e+00 -0.078906293 0.227128283 0.80625044
#> [169,] -0.16996237 3.744708e-02 -0.179574474 -0.264209021 -0.07279296
#> [170,] 0.59533825 -5.673738e-01 0.209017935 -0.171310681 -0.28392951
#> [171,] 0.76191152 -3.855971e-01 0.744795723 -0.226661807 0.03668996
#> [172,] -1.00181193 9.587199e-01 1.020455766 -0.523129365 0.82181381
#> [173,] -0.80157470 1.449764e-01 -0.270531349 -0.221247462 -0.39301617
#> [174,] 0.47185330 -5.625202e-01 -0.062073661 -0.193120088 -0.64155134
#> [175,] 0.55559775 4.169028e-01 -0.010772485 0.093702256 -0.03307625
#> [176,] -0.04937367 8.683140e-01 0.690800782 -0.104864547 1.26148182
#> [177,] -0.32619785 -5.719273e-01 0.070033526 -0.196876491 0.06050370
#> [178,] 0.92234557 -1.166479e-01 0.542500791 0.031563887 -0.41707499
#> [179,] -0.83073612 -5.422798e-01 0.672893948 0.465088325 0.13302050
#> [180,] -1.01932778 3.979253e-01 0.072268000 -1.586374099 -0.17115901
#> [181,] 0.80918319 1.069551e+00 -0.551200592 0.159924900 -1.19169388
#> [182,] 0.15877073 1.156672e-01 1.070680711 -0.075757118 -0.28791021
#> [183,] 0.43616422 5.709058e-01 0.462106888 0.288431790 -1.00056897
#> [184,] -0.39588387 6.560342e-02 0.627123449 -0.237693787 0.31597619
#> [185,] -0.33545492 -3.011724e-01 0.067225133 -0.248162453 0.33792829
#> [186,] -0.59380937 1.563890e+00 1.150928578 0.221863329 -0.53122747
#> [187,] 0.50906751 3.352524e-01 0.366827246 -0.591033454 -0.37384655
#> [188,] -0.17218354 4.544073e-01 0.309520071 0.275572608 -0.49420087
#> [189,] -0.40545025 1.250475e+00 -0.172235058 0.352400420 -0.72824415
#> [190,] 0.02482458 7.710565e-01 0.567620651 -0.102123937 0.86167372
#> [191,] 0.15498030 3.949163e-01 0.597988719 -0.181076643 0.70269826
#> [192,] -0.30016993 -1.301805e-01 -0.298437183 -0.192124643 0.16935817
#> [193,] -2.55060959 1.922107e+00 -0.008061263 -0.959492846 0.23915096
#> [194,] -0.35115438 1.485455e-01 -0.103879287 -0.629158493 -0.56686964
#> [195,] -0.43179275 -6.347863e-01 -0.204838467 -0.257439001 -0.01699911
#> [196,] 0.77179658 -9.195981e-01 0.100579786 0.239861003 -0.51967332
#> [197,] -0.24927350 -1.184143e-01 0.458148811 -0.001209703 0.21447114
#> [198,] 0.38063653 -5.805912e-01 1.022388397 0.521496579 0.44552515
#> [199,] -0.30875391 -1.090694e+00 0.643945180 0.381157514 -0.55580676
#> [200,] 0.64818159 3.039998e-01 0.734131169 -0.118375612 0.37467487
#> [201,] 1.13717846 -1.218287e+00 0.628926792 -0.098259165 0.06713744
#> [202,] -1.68638482 -5.293331e-01 -0.067931788 -0.126113457 1.44449466
#> [203,] -0.23347397 5.685510e-01 0.578541557 0.045059897 0.40519848
#> [204,] -0.88614405 -1.776753e-01 0.058703836 -0.380402241 0.24828966
#> [205,] -0.63967659 5.032255e-01 -0.711398934 0.223497787 0.02560402
#> [206,] -0.13596653 4.947300e-01 0.094464460 -0.051461851 0.23623154
#> [207,] 0.08274730 8.473176e-01 0.039781570 0.013406543 -0.14517229
#> [208,] 0.70784497 -2.204322e-01 0.016247622 0.120873647 -0.09367547
#> [209,] 0.04345036 1.421823e+00 0.382674208 0.169173129 -0.19350863
#> [210,] 0.95286440 1.113650e+00 -0.237377344 0.665250051 -0.46169384
#> [211,] 0.35117477 1.314963e+00 0.669948333 -0.212827627 0.32102748
#> [212,] 0.25432448 -7.589162e-01 0.006001924 -0.334546068 -0.22075199
#> [213,] 0.01401925 2.579298e-01 -0.326660639 0.418822340 -1.24175539
#> [214,] 0.73822782 4.736192e-02 0.876183237 0.235899534 0.36829675
#> [215,] 0.08863780 -9.962306e-01 -0.163659679 0.384456326 0.02798531
#> [216,] 0.10961744 5.272712e-01 -0.297339238 0.133275825 -0.73141005
#> [217,] 0.65714693 1.347520e+00 -0.122775740 0.184988463 -0.18262360
#> [218,] 0.57818965 1.572066e+00 -0.084071230 0.387499449 0.12701242
#> [219,] 0.87140842 9.640192e-01 0.611374902 -0.021213620 0.16680192
#> [220,] 0.53741755 1.115204e+00 1.319498192 0.282939593 0.03416432
#> [221,] 0.34159518 -6.634196e-01 0.544442843 0.642918628 0.29436466
#> [222,] 0.39124398 3.010861e-01 0.207733292 0.304033960 0.11317664
#> [223,] -0.12490483 1.431566e+00 0.633209113 1.178857847 -0.17797585
#> [224,] 0.85973504 1.229245e+00 0.862968520 0.813775792 0.21470611
#> [225,] 0.05406573 -5.572644e-01 -0.549929018 0.578216502 0.61988404
#> [226,] -0.13247398 8.103111e-01 -0.266246221 0.551287364 0.43075147
#> [227,] 1.46806744 1.405256e-01 0.325843382 0.413414607 -0.04752485
#> [228,] -0.51315347 -7.208444e-02 -0.058874786 -0.203472350 0.46870075
#> [229,] 1.64925241 1.608870e-01 1.096858658 -0.468075654 -0.28498797
#> [230,] 0.67233418 6.158330e-01 0.518074936 -0.111095306 0.43557932
#> [231,] -0.12880207 1.351168e+00 -0.267264400 0.192204892 -0.01397623
#> [232,] -0.16906924 5.177022e-01 -0.198979145 -0.175800347 -0.06852652
#> [233,] 0.12450291 4.507649e-01 0.093876080 -0.157800664 -0.21976099
#> [234,] 0.49076666 9.449716e-01 -0.504997959 0.276448765 0.18956390
#> [235,] 0.79135751 1.577236e+00 0.018931779 0.109545236 -0.46478274
#> [236,] 2.32546207 -4.514420e-01 0.454243549 0.551731041 0.35259037
#> [237,] -0.13818990 4.136208e-01 -0.856985452 0.394457865 -0.26248460
#> [238,] 0.70706174 8.849521e-01 0.163804854 0.561118767 0.32228647
#> [239,] 0.48367973 3.037960e-01 0.364724112 -0.161730821 0.46900596
#> [240,] -0.08754629 -4.707614e-01 -0.499902548 -0.023297383 -0.42027761
#> [241,] -0.19014868 2.753065e-02 -0.583308565 -0.171818231 -0.11596398
#> [242,] -0.53339777 1.261744e+00 -0.662928643 -0.357974879 -0.12511474
#> [243,] 1.35054241 1.621663e-01 -0.112044252 0.060877005 0.09486906
#> [244,] 0.01864042 8.018733e-01 -0.121126659 -0.097674849 -0.13385841
#> [245,] 0.76361536 8.418912e-02 -0.103268943 -0.012032741 -0.49494097
#> [246,] 0.59059049 -2.821945e-01 -0.417684693 0.014754691 -0.29289679
#> [247,] 0.71604971 1.935019e-01 -0.029820413 0.052280671 -0.12625614
#> [248,] 0.81303895 1.888617e-01 -0.119630366 -0.070619918 -0.26469458
#> [249,] 0.42354631 3.268050e-01 0.365599261 0.036726141 0.04927899
#> [250,] 0.15720610 5.332003e-01 -0.399688859 0.558069640 -0.37339807
#> [251,] 0.50013691 -9.609921e-01 -0.376756927 -0.061478692 -0.57030200
#> [252,] 0.50490150 -3.923337e-01 -0.110748809 0.045665806 0.03154321
#> [253,] 0.37806475 -7.252588e-01 -0.541344398 0.391421833 -0.48615427
#> [254,] -0.14067281 6.636518e-05 -0.424649873 0.157851907 -0.03741211
#> [255,] 1.01050701 -1.657061e-01 0.254715251 -0.220101109 0.32761816
#> [256,] 0.17187205 8.500950e-01 -0.126494681 0.211197562 -0.20608301
#> [257,] 0.80659383 -2.358287e-01 -0.349647122 0.176074391 0.03189551
#> [258,] 0.62350489 -6.194256e-01 0.044395850 -0.004380204 0.23791199
#> [259,] -1.92437336 5.326502e-01 -0.572439976 0.801081476 0.73339478
#> [260,] 0.66541557 1.788594e+00 0.214886983 1.185355758 0.23585556
#> [261,] 0.61673808 9.427000e-01 0.444735287 0.657386468 0.60672723
#> [262,] 1.21124752 4.919441e-01 0.959740361 0.034816479 0.28532603
#> [263,] -0.81403327 1.202733e+00 1.109924778 -0.358326566 0.14110283
#> [264,] -1.98506901 1.412042e+00 -0.971077153 -0.599528424 -0.32942236
#> [265,] 0.71257199 4.847256e-02 -0.100876595 -0.379075038 0.33945666
#> [266,] 0.01240434 -7.320027e-01 -0.471634991 -0.071750637 0.39852155
#> [267,] -0.37280784 8.309512e-01 -0.734449511 0.788350536 0.14766615
#> [268,] 0.29080591 7.806464e-01 -0.087013177 -0.117559760 0.16116126
#> [269,] 1.26132170 4.323920e-01 -0.086573112 0.219964495 -0.04910999
#> [270,] -0.63822282 1.920051e+00 0.380959967 0.074770443 -0.37181796
#> [271,] 0.04012288 1.192531e+00 0.202443727 -1.314167267 -1.01734325
#> [272,] 0.05820910 -1.126037e+00 -1.019523418 -0.071045007 -0.08714448
#> [273,] -0.54961497 -2.112763e-01 -1.801632833 0.577598089 -0.07165196
#> [274,] 0.60693589 9.760079e-01 -0.925012623 0.833151124 0.20278161
#> [275,] 1.29285903 9.689007e-02 0.124343353 -0.217291010 0.42330466
#> [276,] 1.62578215 -5.920803e-01 0.267167787 -0.409618942 -0.07890013
#> [277,] -1.45895028 7.769264e-01 -1.501396598 0.244771015 0.78911192
#> [278,] 0.88171173 -6.859720e-01 -0.396522267 -1.423188026 0.76053679
#> [279,] -0.55120004 5.197135e-02 -0.355744101 0.380205715 0.25453648
#> [280,] 1.37832818 -1.361823e+00 -0.506995118 0.879206810 -1.07165272
#> [281,] -0.40199307 -5.246187e-01 -0.696461248 1.396186712 0.11123158
#> [282,] 1.06006098 -9.250550e-02 -0.714809534 -0.188657329 1.12857795
#> [283,] 0.36363624 1.370463e+00 0.285098112 -0.261718169 0.18081118
#> [284,] -2.88457035 1.432716e+00 -1.966178051 -0.042437034 0.16985986
#> [285,] -1.38958943 -1.194633e+00 0.327355288 -1.244527497 0.38630924
#> [286,] 0.18681204 4.610211e-01 0.211246289 0.292388918 -0.55354401
#> [287,] 0.91640968 2.212172e+00 -1.094585903 -0.156477673 -0.65681561
#> [288,] -0.53139740 1.051873e+00 -0.935442817 -0.081604014 0.31109619
#> [289,] 0.50840975 -1.114525e+00 -0.583634171 0.107228877 -0.91708446
#> [290,] 0.60792675 5.806994e-01 -0.240345817 0.578288224 0.23105796
#> [291,] 1.17019462 -6.700801e-01 0.582672854 -0.661150287 0.41353007
#> [292,] -0.62072364 7.721324e-01 -1.634120492 0.294556131 0.25861449
#> [293,] 2.77516933 2.125698e-01 -1.659542418 -0.917704621 0.47799456
#> [294,] 0.33954924 8.671370e-01 -1.138325575 0.901509645 0.25788137
#> [295,] -0.04431186 -1.305849e+00 -0.683203868 -0.504764043 0.77954340
#> [296,] -0.67556337 -6.700566e-01 -0.660399752 -0.169969010 -0.10686606
#> [297,] 0.51334823 -9.141347e-01 0.033127401 -1.053743814 0.39782496
#> [298,] -1.97258452 1.566446e-01 -0.298628932 -0.215916841 1.20892342
#> [299,] -0.89509986 -2.402898e-01 1.049254879 0.316843288 -1.33855653
#> [300,] 0.82118610 -8.085903e-01 -1.185363566 -0.207388595 -0.23795389
#> [301,] -0.40693407 -3.488537e-01 -0.880236852 -0.332172952 0.28854007
#> [302,] 1.65057099 -5.070289e-01 0.016748264 -0.743997576 0.36388403
#> [303,] -0.38882490 -4.778093e-01 -0.384506210 -0.098167840 0.21489109
#> [304,] 0.11027773 -9.218725e-01 0.220226291 -0.744042853 0.33751890
#> [305,] 0.08249912 8.191471e-01 0.509352115 -0.423641247 0.30941795
#> [306,] -3.06533811 5.916462e-01 -0.161513881 -0.185409678 0.54620853
#> [307,] -0.72338294 -1.725025e+00 0.521581909 0.717072907 0.28787332
#> [308,] 0.58848842 1.969187e-01 2.313319999 1.185475876 0.72978552
#> [309,] 1.95253674 -1.963095e-01 0.443795658 -0.477134499 -0.47828592
#> [310,] -1.83245685 -1.209335e+00 -0.955459308 1.139687656 -0.32208600
#> [311,] 0.04669543 -1.543641e+00 0.355834613 -0.876328363 0.39661421
#> [312,] -0.96557045 -2.501535e-01 2.627468871 1.420023626 1.08198427
#> [313,] -1.20378965 1.851163e+00 1.309842515 -0.200950953 -1.10524269
#> [314,] -0.28665306 -2.699043e-01 -0.873309648 0.976825892 -0.54617594
#> [315,] -2.39137152 1.030438e+00 0.473017401 0.507170430 -0.48002951
#> [316,] 0.24631130 -1.253447e-01 -0.085209304 0.755205401 -0.72083182
#> [317,] -0.19644473 -8.529214e-01 0.050608394 0.952860792 -0.69302380
#> [318,] -0.02902002 -6.410108e-02 0.110820714 0.515632960 0.03127963
#> [319,] -0.21801214 -2.829695e+00 1.898274280 1.023020735 0.59937887
#> [320,] 0.18178547 -2.802288e-02 1.174915794 -0.491349269 -0.85797162
#> [321,] 0.63049729 -5.499471e-02 0.447240902 -1.023226319 0.53343744
#> [322,] -2.57407731 -1.129153e+00 -0.852049756 0.929469610 1.18980412
#> [323,] 0.26178310 3.269143e-01 -0.435469972 0.427751216 -0.53995894
#> [324,] -0.54858824 -5.258715e-01 0.694895134 -0.209171125 0.13321692
#> [325,] 0.39584089 -9.888539e-01 -0.087152980 -0.151392530 -0.33789631
#> [326,] -0.58277927 1.508992e+00 0.748121031 -0.120825131 -0.56818795
#> [327,] -2.18312528 1.562055e-01 -0.427646650 -0.265748547 0.70310422
#> [328,] 0.69216783 -7.184255e-01 0.338429165 -0.658146524 -0.39425153
#> [329,] -0.43135745 -5.388987e-02 0.244208453 -0.296501672 -0.04651260
#> [330,] 0.01473688 -3.109116e-01 0.460051128 -0.101363302 0.02914043
#> [331,] -1.60345187 2.002148e-02 -0.467473172 -0.148491954 -1.03268197
#> [332,] -0.54036837 -2.205941e-01 1.064377515 -0.350732995 0.16352314
#> [333,] -3.07778722 1.391708e+00 -0.640483046 0.262491686 0.74183791
#> [334,] -3.26622358 6.761593e-01 0.837273903 -0.171594072 -0.01507136
#> [335,] 0.71837152 -1.600709e+00 0.585018751 -0.734924932 -0.67259128
#> [336,] 0.84080572 -5.018001e-01 0.766951189 -0.313733126 -0.54322827
#> [337,] 0.12899487 -1.376685e+00 0.615929649 -0.312763051 -0.14060856
#> [338,] -0.51778051 -8.296111e-01 0.347739801 0.148345520 0.04349139
#> [339,] -0.60706170 -1.648085e+00 0.906547963 -0.112829255 0.35680094
#> [340,] -1.77982685 -4.277569e-01 0.262539000 0.097694261 0.33045904
#> [341,] -3.21423112 -6.613679e-01 0.884967428 0.019177415 -0.30370088
#> [342,] -0.71758642 -8.261050e-02 -0.450990009 -0.394214830 -0.77426839
#> [343,] 0.50150494 -1.049752e+00 0.552072088 -0.373432284 0.20599727
#> [344,] -0.10513110 -6.153096e-01 0.161893697 0.531018294 0.42969769
#> [345,] -0.03586271 -1.203090e+00 0.060071106 -0.210512916 0.54217059
#> [346,] -1.09306623 -1.146710e+00 -0.181205987 0.173159742 0.43248886
#> [347,] -2.05044361 -5.021504e-01 -0.226346006 -0.326835634 0.52429939
#> [348,] -1.65197959 7.055417e-01 0.111214293 0.024023288 -0.12078664
#> [349,] -0.42017688 -1.499484e+00 0.291972278 -0.298773237 -0.50103593
#> [350,] -0.70831857 -1.417002e+00 0.294913541 0.565203726 -0.20062867
#> [351,] -0.49472708 -1.091454e+00 -0.121985528 -0.383996053 0.19419214
#> [352,] 0.07513147 -8.701001e-01 0.001896274 -0.721744560 0.37666565
#> [353,] -1.01710250 -1.320418e+00 0.002190585 -0.406284165 0.49239761
#> [354,] -1.54725378 2.863700e-01 0.162244558 0.116205502 0.30688468
#> [355,] -2.26449643 3.515157e-01 -0.638222856 -0.407463911 -0.06716212
#> [356,] 0.04683053 -6.888320e-01 0.639727429 -0.379861360 0.18230989
#> [357,] 0.73828091 -5.225316e-01 0.633435613 -0.250949315 0.21988779
#> [358,] -0.39661185 -7.258750e-01 0.731858139 -0.088347216 0.30312337
#> [359,] -2.36135614 -9.556119e-02 -0.150938074 0.160513043 -0.25246440
#> [360,] 0.07113712 4.959249e-01 1.415138920 0.157805063 0.49729170
#> [361,] -3.46036849 1.881051e-01 0.955584221 0.442959148 0.16848387
#> [362,] -0.52602643 1.668935e+00 1.596182854 0.728699649 -1.64579228
#> [363,] -2.31828287 1.962931e+00 1.778553309 -0.185880557 0.53964506
#> [364,] -0.82533984 8.318124e-02 0.933079349 -0.186826642 0.79468850
#> [365,] -1.76093831 -6.698871e-01 0.735664148 -0.507482457 0.21329404
#> PC11 PC12 PC13 PC14 PC15
#> [1,] -1.334128e-02 0.1120105811 0.0875024939 -0.9596130461 0.2207213900
#> [2,] 5.353086e-01 0.0457120803 -0.2413333169 -0.7300130814 0.4346536929
#> [3,] 5.874045e-01 -1.3829842111 -1.5698444433 1.3357215000 -0.4104482307
#> [4,] -4.581118e-02 -0.8587797084 0.0597417377 0.0145712723 -0.2483953990
#> [5,] 1.193700e-01 -0.6182289184 -0.3068957816 0.3994132404 -0.0680148311
#> [6,] 3.037279e-02 -0.6644977596 0.6070749932 -0.8844116629 -0.2636080464
#> [7,] 1.488666e+00 1.5920638812 0.4012296674 -0.4805775306 -0.8501227881
#> [8,] 2.319484e-01 -0.3815753075 0.7205739640 0.4148370376 -0.1050708349
#> [9,] -1.721591e-01 0.9526770074 1.5942630876 -0.5837606103 0.0818153086
#> [10,] -4.579173e-01 0.2890588395 0.8305311893 0.3069643655 -0.4727420621
#> [11,] 4.003698e-01 -0.9583638241 0.1943271811 0.1995116731 -1.2062611187
#> [12,] -5.522805e-01 -0.0495648032 -0.3974339002 0.0839095156 0.5413577274
#> [13,] 4.723209e-01 -0.1193716237 0.4280481752 0.3197707801 -0.7582053515
#> [14,] 1.001529e+00 0.4844541328 -0.1691178682 0.4013886721 -1.0477150912
#> [15,] 1.205318e-01 -0.5984682032 0.2801514112 -0.3542066563 -0.1174319254
#> [16,] 1.943750e-01 0.3636199314 -0.6478336453 0.1058857001 0.0070502013
#> [17,] 1.502931e+00 0.9191514596 0.8257000908 1.2569840886 1.2750915820
#> [18,] -7.659429e-01 -1.6584747401 0.4525277911 0.0662303331 -0.3413491408
#> [19,] -4.069995e-01 -0.5847635071 -0.4890326395 -0.5020025844 1.2466790973
#> [20,] 2.847378e-01 -0.0718670594 0.7157341255 0.6286582463 -0.4752735315
#> [21,] -1.801938e-01 0.5370680940 0.4476706119 0.6022547757 -0.4590164482
#> [22,] -5.218692e-01 -0.5605045383 0.5209247001 -0.0189463945 -0.1273150506
#> [23,] 8.035797e-01 0.2021896183 -0.0361516512 0.1745231627 0.2251556526
#> [24,] 3.632366e-01 0.4501495103 -0.1722078525 0.0650122764 -0.2160564776
#> [25,] -3.626288e-01 -0.3209535332 -0.7708874662 -0.0397530381 -0.4173340382
#> [26,] -1.548297e-01 0.9802840795 -1.0905677690 0.3217869943 -0.2749740275
#> [27,] 4.365001e-01 0.6854573869 0.6215934251 -0.4958505434 0.3170409106
#> [28,] 3.506687e-01 -0.0591511244 0.4875504838 -0.0185693412 0.1669691214
#> [29,] 9.112940e-01 0.4214148241 -1.1161006488 0.1490957949 -0.1930981184
#> [30,] 5.801192e-01 -0.2213288650 -0.3240265001 0.0389714842 0.0459007950
#> [31,] 6.978758e-01 -0.3377332232 0.6714865451 -0.3065072872 0.1101638686
#> [32,] -2.563869e-01 -0.4213314565 -0.1074125137 -0.3329971011 0.3366769770
#> [33,] -6.717088e-01 -0.7568766876 -0.1462732706 -0.3099807703 0.4319126283
#> [34,] 1.063228e+00 -0.0507518515 0.2760463301 -0.1966137463 0.0935538638
#> [35,] 4.993016e-01 -0.7818191778 0.6582389927 -0.4210468278 -0.5294452450
#> [36,] -1.714755e-01 0.7592356199 0.6146727730 -0.3850389661 -0.3777085946
#> [37,] 3.352522e-01 -0.2662683065 0.4785956904 -0.0798933497 -0.6608573824
#> [38,] -5.788797e-02 -0.0264034576 -0.0707549531 -0.0310342684 0.0559584191
#> [39,] -1.170754e-01 -0.3777432876 -0.2578272775 -0.1898853273 -0.0539700306
#> [40,] -1.260234e-01 0.1175470198 -0.0528708196 -0.3124188109 0.1518905556
#> [41,] -2.247907e-01 -0.1250279139 -0.1839652387 0.0002155145 -0.0716596243
#> [42,] -6.233461e-01 -0.3194260272 -0.0489106027 -0.3218320759 -0.2681993715
#> [43,] 1.694334e+00 -0.5888550049 -0.7658948651 0.2218215193 -0.4808594389
#> [44,] -2.097437e-01 0.0199293786 0.1769432769 0.3232400302 0.2868608306
#> [45,] 1.461826e-02 0.0615058792 -0.0458160779 -0.1604075350 0.0623149214
#> [46,] -9.705339e-01 -0.2421665081 -0.7426927175 0.2528818089 -0.2236879534
#> [47,] 1.465333e-01 1.1251059638 1.2610529640 -0.0951271028 1.1827323119
#> [48,] 3.251097e+00 -1.3188066489 0.0738111850 1.5203619206 0.7554368602
#> [49,] -1.028991e+00 -0.2641246515 1.0604710215 0.0744338070 -0.8093546867
#> [50,] 1.317826e+00 0.3350600208 1.5512729128 0.3874844869 0.3546199109
#> [51,] -4.396983e-01 -0.4971439580 0.5753297779 0.2582927284 0.3785276396
#> [52,] -1.513856e+00 -1.0356315135 -0.3571403591 0.3187581759 0.6364422651
#> [53,] 5.756269e-01 -2.2606639763 0.0593757310 -0.2555626019 -0.3076046768
#> [54,] 6.146060e-03 0.3789295736 0.2474986005 0.2874279960 0.3019614946
#> [55,] -1.306363e+00 1.2971135622 2.4420436664 -1.5372175323 -0.8122286812
#> [56,] 7.669954e-01 -0.7237592069 -0.2811851042 -0.2148486047 0.2474383339
#> [57,] 1.325947e-01 0.0049058361 -0.5221799127 -0.5234594738 0.1439753366
#> [58,] 7.875923e-01 0.3118634473 0.2806749190 0.1218490877 -0.7734039427
#> [59,] 1.332177e-01 -0.0179878691 -0.5567946916 0.0370702536 0.3243394120
#> [60,] -2.358564e-01 -0.0496278601 -0.2002002234 -0.0217888237 0.2638273841
#> [61,] -2.440586e-01 0.0161186091 -0.2591086772 -0.2074186909 0.1668448130
#> [62,] -1.687527e-01 -0.0242971946 -0.1175269963 -0.1606499017 0.0884740629
#> [63,] 1.055404e-01 0.0821799411 -0.0559719867 -0.0806019452 0.0629689972
#> [64,] 6.320953e-02 0.6302522722 0.0424197668 -0.3532280172 -0.4054346608
#> [65,] -3.962892e-02 -0.4810365057 -1.5548172898 1.1059390879 -0.0927941873
#> [66,] 9.299818e-01 0.2438776753 -0.6279839942 0.1066758624 -0.1354763079
#> [67,] 6.182292e-01 0.3556238315 -0.6242068547 -0.4604292588 0.2350726485
#> [68,] -6.340856e-02 0.4476166168 0.2160303198 0.2406954166 0.1266992709
#> [69,] 1.237699e+00 0.2823499143 -0.5017811354 -0.4247806262 -0.0328459407
#> [70,] 3.802141e-01 0.2550261255 -0.1614566038 0.3566027626 -0.0571934914
#> [71,] -1.272268e-03 0.5486571996 0.4445741245 0.4426217019 0.3313288083
#> [72,] -1.971758e-02 0.3167084888 0.1599068662 0.2431699368 -0.1992538111
#> [73,] -2.570682e-01 -0.0267828104 0.0748647873 -0.0612212081 -0.3834388766
#> [74,] -1.443028e-03 0.4729910409 -0.5220779162 0.2127720203 -0.2853660604
#> [75,] -4.388537e-01 0.5477230046 -0.0568936508 -0.1899773886 0.5596959338
#> [76,] -1.087850e+00 -0.6769480179 -0.6971540751 -1.0337379815 -0.5523778366
#> [77,] 1.821471e-01 0.1985650267 0.0689844500 -0.1605006550 -0.3490141466
#> [78,] -1.241070e-01 -0.6691558121 0.3806184721 1.1869922038 0.0048060544
#> [79,] -5.182437e-02 0.3537623090 0.1296671368 0.1236796751 -0.2278451263
#> [80,] 2.623151e-01 0.1331334237 -0.2936259880 -0.0050326709 -0.4684613290
#> [81,] -2.927177e-01 -0.8531159161 0.1955305651 0.6280939027 0.3802167440
#> [82,] -3.134188e-01 0.5904125359 0.0594364581 0.0291078839 -0.0062265611
#> [83,] -1.798287e-01 0.2089164188 0.3919325172 -0.4207855745 -0.3119113365
#> [84,] 3.595794e-01 0.2827657872 -0.2222459412 -0.0941355281 -0.5306341380
#> [85,] -3.605559e-01 0.4857971825 -0.1413246100 -0.1987224110 0.1565336411
#> [86,] -2.857850e-01 1.0031186025 1.5068076696 1.1658120154 1.4602619353
#> [87,] 2.223353e-01 -0.4882947423 -0.1702354558 -0.1651711373 -0.3323893284
#> [88,] -9.667653e-02 -0.4920278814 0.0169510658 -0.0632439409 -0.3528321141
#> [89,] -3.939321e-01 1.1363513154 -1.0525707273 0.0482167190 -0.0198901165
#> [90,] -7.159943e-01 0.4134316142 0.2781014680 0.1412377425 0.1199933125
#> [91,] -7.001875e-01 -0.5332684075 -0.0812339459 0.2317232912 0.1017658575
#> [92,] -8.559333e-01 -0.9704182708 0.3191518960 0.5598063606 0.2095684579
#> [93,] 4.610034e-01 0.3807116548 -0.1864313564 -0.3112889228 0.6429998494
#> [94,] 7.450183e-02 -0.0806600267 -0.2784432508 -0.6085934808 -0.3379085152
#> [95,] -4.402525e-01 0.5690534033 -0.8254380469 0.1077746251 0.3246457453
#> [96,] -1.897137e-02 -0.0409651735 -0.2323447811 0.0601553545 0.1277250061
#> [97,] -1.897651e+00 -0.0174979547 0.8301686266 0.2909762783 -0.4161674508
#> [98,] -8.435521e-02 0.0979783802 -0.0040769555 -0.0211681489 0.2258671107
#> [99,] -3.798199e-02 -0.4914015930 0.0678177718 -0.4816853349 -0.0456019776
#> [100,] -3.168385e-01 -0.2817017681 0.2747094343 0.0893616577 -0.1887023192
#> [101,] -4.177161e-02 -0.3493772509 0.1762507090 0.0216924347 -0.1485913879
#> [102,] 3.715733e-01 -1.1463619048 0.3015787906 0.3202140615 -0.0137156291
#> [103,] 3.351704e-01 -0.8019447173 0.3155114405 -0.8434199334 0.0974158522
#> [104,] -7.035713e-01 -0.6919509289 0.8702687422 0.4061194002 0.0993923370
#> [105,] -3.654415e-01 -0.1701019742 -0.0718214294 0.1272847712 -0.0122518328
#> [106,] -2.612003e-01 0.0291438173 -0.1058257669 0.2622490076 -0.0677706604
#> [107,] 9.518935e-02 -0.1722434593 0.2945948367 0.0078406870 -0.2557227718
#> [108,] 1.730667e-01 -0.0926082810 0.0863562011 0.1753991065 0.3014684628
#> [109,] -1.968240e-01 0.2105626415 -0.1443312035 0.3716195763 0.0928538790
#> [110,] -3.401961e-01 -0.0688269075 -0.1126516154 -0.0548294837 0.2373948265
#> [111,] -4.118185e-01 0.4364816098 -0.1200189260 0.3218057031 -0.0726868274
#> [112,] -5.419625e-02 -0.3333684231 0.1716958122 0.1495896248 -0.0105666910
#> [113,] -1.238926e-01 -0.2698137555 -0.0102934275 0.2233411382 0.1045887627
#> [114,] -4.092338e-05 -0.0439085683 -0.2394520459 -0.1388866801 0.4072452303
#> [115,] 4.867595e-01 -0.4572577125 -0.0054107784 0.0685875715 -0.5513650153
#> [116,] -1.109877e-01 0.1947462491 -0.3775304590 0.4074393889 0.2439220936
#> [117,] -5.961194e-01 -0.6074062028 -0.4957128346 -0.2044541157 0.0307975334
#> [118,] -1.972752e-02 0.4787377969 -0.6127819439 0.0233900533 -0.0019607772
#> [119,] -6.493777e-02 0.1746018032 -0.6188251237 0.2865887643 -0.1819741742
#> [120,] -3.754190e-01 0.1501178880 -0.1754130407 0.2071150876 -0.1946528970
#> [121,] 1.638948e-01 -0.0969935263 0.0223158537 -0.0957701682 0.0110703430
#> [122,] -1.632909e-02 -0.2686251958 -0.4099825293 0.2883503154 0.0647001613
#> [123,] -2.451370e-01 0.5798734073 -0.3875660870 0.3909093862 -0.2925895164
#> [124,] 7.502587e-01 1.5031552456 1.4809575897 -0.4119033975 0.5069128757
#> [125,] -1.027865e-01 -0.3700462160 0.0022181462 0.4383122944 -0.0619171040
#> [126,] -2.116084e-01 -0.2698864214 0.0869888292 0.0501002712 -0.0540328415
#> [127,] -1.622395e-01 -0.2919189822 -0.0530112610 0.3082879257 0.0724823098
#> [128,] 1.300077e-01 0.0443521608 -0.1113624966 0.3132811493 -0.0430165234
#> [129,] 1.926805e-01 -0.1190548753 0.0151692473 0.0501834895 0.1008966316
#> [130,] 2.486513e-01 -0.1240370045 -0.0453627405 0.5006837963 0.0658817790
#> [131,] 4.089274e-01 0.3427821252 0.1987303163 0.0477692044 0.1371362023
#> [132,] 2.990354e-02 -0.1474965299 -0.0247922446 0.3742639861 -0.1060191665
#> [133,] 1.892514e-01 -0.2285423044 -0.0125980161 -0.0015302242 0.2067145898
#> [134,] -8.827774e-02 -0.0132235998 -0.3020773719 0.3420554459 0.0471768560
#> [135,] -4.650158e-02 -0.0722151593 -0.0419352056 0.1016049109 -0.1654896185
#> [136,] 3.036070e-01 -0.0096757100 0.0395283667 -0.3453617045 0.1282302766
#> [137,] -9.298081e-02 0.3082825233 -0.2025743179 0.2783930118 -0.0963501665
#> [138,] 2.464493e-01 0.1728348269 0.3047464547 0.0511485965 -0.1102330125
#> [139,] -5.305283e-01 -0.1332441254 0.0647635577 0.6962983234 -0.1370166592
#> [140,] -7.279519e-01 0.4283031795 0.0697778067 0.2970974303 -0.2679587126
#> [141,] -1.067077e-01 -0.0766130509 -0.0294253632 -0.0478194175 0.3660461246
#> [142,] -5.654295e-01 0.4414692479 0.0301373392 0.5493338005 -0.0517657747
#> [143,] -3.242717e-01 0.2535583555 -0.3651670732 0.0657546311 0.3476099274
#> [144,] 2.897184e-02 0.0612248897 -0.2779411250 0.0821005304 -0.0242943585
#> [145,] 2.314805e-01 0.0123097107 0.5218390488 -0.0760529637 -0.0520945175
#> [146,] 3.231213e-02 -0.2004881112 -0.0263970702 0.0729031806 -0.0650970358
#> [147,] -3.861686e-01 0.3150680197 0.2344033668 0.3630278855 0.0345370433
#> [148,] 2.315373e-01 -0.0255230020 -0.0611689187 0.0232631135 -0.1808773481
#> [149,] 4.923621e-01 0.1117551658 -0.1407565923 0.0817447869 0.0544927994
#> [150,] 4.759364e-01 -0.1416479756 0.0711201068 -0.0238405551 -0.2088487584
#> [151,] 2.495787e-01 0.4280679193 -0.5348570337 0.0298349248 -0.3697616146
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#> [339,] 1.970170e-01 0.4846648556 -0.1509468760 -0.1372043164 0.0261181133
#> [340,] -4.565354e-01 0.3867232371 -0.5518350292 -0.2688232093 0.4198219525
#> [341,] -9.599237e-01 0.7259301082 -0.6257420135 -0.2284622771 0.0615031146
#> [342,] -5.044616e-01 0.7784171614 0.0541030684 -0.2836323625 -0.4876968428
#> [343,] 1.489998e-01 0.6413820684 -0.2163110920 0.1167482572 0.0004563824
#> [344,] -4.016927e-01 0.6751070497 -0.2108365307 0.2312615815 -0.1830857048
#> [345,] -4.402686e-01 0.3907513203 -0.4910885360 0.0302022038 -0.1440960992
#> [346,] 1.977300e-01 0.5344271032 -0.4098284433 0.0721390233 -0.1897144386
#> [347,] 1.643060e-02 0.3303360111 -0.4140425146 0.1545840588 -0.0137724719
#> [348,] -4.865270e-02 0.3154095455 -0.2294222809 0.0253195020 0.0377821584
#> [349,] -8.014310e-01 0.1241177623 0.1341656414 0.4257529933 -0.2446214280
#> [350,] 6.847815e-02 0.8915250909 -0.5591815700 -0.0769961921 0.0601809563
#> [351,] -2.388457e-01 0.4188122167 -0.1354733295 0.0276512917 0.0194354864
#> [352,] -1.668832e-01 0.0003488537 -0.6052735832 0.1576198763 -0.0722039745
#> [353,] 4.805475e-01 -0.3374051331 -0.1570765728 -0.2500804390 0.1994393907
#> [354,] -3.509239e-02 -0.0956113649 0.1338091925 -0.1045572867 0.0992420563
#> [355,] -3.641329e-01 -0.1778228855 -0.3997315400 -0.0235350094 0.4999397552
#> [356,] 7.311196e-01 -0.3119917957 -0.2488975747 -0.3048290385 0.0181450080
#> [357,] 1.075538e-01 0.0907576797 0.0188424741 -0.1951187649 0.1030243275
#> [358,] 2.753211e-01 -0.3729847867 -0.2581105744 -0.2468770124 0.2025475591
#> [359,] -3.548870e-01 1.1652585952 -0.9215292118 0.1968681397 -0.2142305769
#> [360,] -9.169095e-03 0.3328959048 -0.2124615822 -0.0890795025 -0.1809021132
#> [361,] -7.350831e-01 -0.3748834365 0.2353375302 -0.0389941964 0.6356196062
#> [362,] -7.196852e-01 0.4714130055 -0.4762926852 -0.0259314615 0.1432945318
#> [363,] -5.069630e-02 -0.1120424349 0.0200544660 -0.5639466750 0.3731109446
#> [364,] 4.251024e-02 0.0888414209 0.4662327642 -0.0334491089 -0.0845344561
#> [365,] 4.141508e-02 0.1663650930 -0.8731639393 0.0479673870 0.0952024047
#> PC16 PC17 PC18 PC19 PC20
#> [1,] 0.4805014155 -0.2785294774 0.484439154 -0.1903939924 -0.1727246451
#> [2,] -0.1245691949 -0.1542534320 0.229129436 0.0251131551 0.1591360102
#> [3,] -0.3806387189 0.0629191233 1.227916593 -0.1755078624 -0.7669383110
#> [4,] -0.0154835894 0.0070483837 0.421359670 -0.3358380226 0.0291585756
#> [5,] 0.1383224807 0.0421355166 0.130400242 -0.2295080475 -0.1376489962
#> [6,] -0.0671866154 0.4867953423 0.493038449 -0.4025534495 -0.0654640587
#> [7,] -0.0117397133 -0.0133231357 0.007173765 0.7172773225 0.0376948287
#> [8,] -0.0733502232 -0.8027271374 -0.029560659 -0.3107873281 0.3788978125
#> [9,] 0.1636980778 -0.0616638836 0.063750457 -0.5513792080 -0.5557068379
#> [10,] -0.3519932689 1.0732749005 0.318826046 -0.9663611166 0.3236262465
#> [11,] 0.0966325881 0.1275519585 0.497471634 0.5725127767 0.4201117069
#> [12,] -0.3655569467 0.7507976558 -0.290697522 -0.2009325374 -0.0871505629
#> [13,] 0.3113187859 -0.8239921708 -0.178830694 0.2200238504 0.1795537280
#> [14,] 0.3063270614 -0.3321085979 0.283047060 0.3424207048 -0.0569138544
#> [15,] -1.0657882783 0.0820513466 -0.240931015 -0.1482974871 0.2644602232
#> [16,] -0.3531922696 -0.6173189061 -0.068469327 -0.5188332160 -0.1889343157
#> [17,] -0.1053301778 -0.1864898702 -0.556478896 0.0947053325 -0.0289811173
#> [18,] -0.3095783015 0.3099643642 -0.493293390 0.4438578430 0.7334545011
#> [19,] -0.4127054952 0.1150016084 0.206460575 -0.7095180613 -0.4005867883
#> [20,] 0.5297616463 -0.6285766627 -0.321258979 0.8719861222 -0.0370769484
#> [21,] -0.1555251859 0.1768027079 -0.238166835 -0.3373560728 -0.0109262428
#> [22,] -0.0156749804 0.1622151053 -0.287370542 -0.2799911238 0.0036317392
#> [23,] -0.5322665742 -0.1850153509 -0.372914270 -0.2744855765 -0.1251492967
#> [24,] -0.3075379800 -0.1191263497 0.015398016 -0.2229190256 -0.0689138931
#> [25,] -0.3265717099 -0.3827217478 0.705075094 0.2843274461 -0.3090554382
#> [26,] -0.5388324811 -0.0208522750 -0.340152631 -0.0835188886 0.0345492957
#> [27,] -0.0492265902 0.0955910838 -0.339256704 -0.4214555932 -0.2548975704
#> [28,] 0.1721754662 0.0748886190 -0.306664609 -0.0539072837 0.1631587654
#> [29,] -0.0170358494 0.3262421699 0.068542938 0.3101008387 -0.3428751330
#> [30,] 0.3513036194 -0.3933698696 -0.467181091 -0.1917318990 0.3588392863
#> [31,] -0.4672008511 -0.1591679370 -0.345568293 0.2557394705 0.1214375566
#> [32,] -0.3181425480 -0.2328976474 0.318946831 0.8113925326 0.3504163646
#> [33,] -0.0896911093 -0.0755063313 0.023192638 -0.4014625899 0.1671537511
#> [34,] -0.2718768109 -0.4346765966 0.182338022 0.1756762426 -0.0144346812
#> [35,] -0.3861325842 -0.4512442608 -0.062158472 0.0510030420 0.4447558792
#> [36,] -0.2803095689 0.1678772602 0.203632066 0.1257147792 -0.2640060523
#> [37,] -0.1801280639 0.3424090209 -0.870081155 -0.2825124251 -0.3414462384
#> [38,] 0.0266333634 0.0150957767 -0.123939100 -0.0156942805 -0.0068103036
#> [39,] 0.0322554929 -0.0039732967 0.158897637 -0.1095109026 -0.0293476375
#> [40,] 0.0276926392 -0.0953618299 0.094353882 -0.0423594720 0.0038491423
#> [41,] 0.0885248756 -0.0925104120 0.082099734 -0.0609725846 -0.0415206886
#> [42,] 0.0103583730 0.0913275916 -0.254580588 -0.0017322443 -0.0504180555
#> [43,] -0.4672495697 0.5843255990 0.007975252 -0.3045737653 -0.1788267531
#> [44,] 0.1711872081 -0.0036899428 0.056506530 0.0332313916 0.0758951197
#> [45,] -0.0215917086 -0.0154297978 -0.135378326 -0.0455872730 -0.0175894846
#> [46,] -0.4029234818 0.0595949257 0.673446646 0.2319594200 -0.1211821132
#> [47,] 0.1107009609 -0.0201304615 -0.158275477 -0.5829430180 0.0628974748
#> [48,] -0.0733229949 0.7558721400 -0.832758467 0.0829814074 0.4237450499
#> [49,] -0.5202544005 0.0411247632 0.378248204 -0.0699599027 -0.7872497308
#> [50,] 0.4550076892 -0.1420395737 0.446748490 -0.2275934190 0.0357821723
#> [51,] -0.2629026291 0.1256927693 -0.200758703 -0.0953382766 0.1345039050
#> [52,] -0.6358477995 0.2392889481 -0.373297429 0.1923202684 -0.1892641943
#> [53,] -0.1642010729 1.0818383665 0.464373872 -0.2752962823 -0.1249021772
#> [54,] -0.1610852945 -0.1081473386 0.151195104 -0.1033051344 -0.2024481106
#> [55,] -0.4036602666 0.4804717635 -0.757206430 -0.7021884331 -0.6081024888
#> [56,] 0.1261798171 0.2127269765 -0.169858545 -0.0206416184 0.2439478391
#> [57,] 0.1670085778 -0.0309818931 -0.285030980 0.1188111560 0.1428538066
#> [58,] 0.5874073098 -0.0844800319 -0.464548224 -0.4814921653 -0.1412619991
#> [59,] 0.0321122830 -0.0313015542 0.157080818 -0.2279304077 -0.0136229082
#> [60,] -0.2980297321 0.0605932040 -0.018376163 0.1968467120 -0.0546835725
#> [61,] 0.0762165764 -0.2321512958 0.085346780 -0.1235987006 -0.0560223385
#> [62,] 0.0478712018 -0.0462358391 -0.080034785 -0.0196390776 0.0347615896
#> [63,] 0.1536474997 -0.0813422863 0.028763536 -0.0762066524 -0.0010472964
#> [64,] 0.5191284894 -0.0392430958 -0.269448651 -0.0905092656 -0.1112128844
#> [65,] 0.1875588985 -0.3899852914 -0.114278528 -0.0491320736 -0.3370726194
#> [66,] -0.0099861088 -0.0344330161 -0.321335089 -0.3326190418 0.1726948326
#> [67,] 0.4341309359 0.4841162620 -0.936318151 0.4392288555 -0.2692272006
#> [68,] -0.0778550959 0.2031790389 0.372152295 -0.0418191081 -0.1436212517
#> [69,] 0.1056376135 -0.3780462062 0.022033178 0.0461646558 -0.2629267879
#> [70,] -0.0890597349 -0.3560805841 0.079644814 -0.0785051133 -0.1533090805
#> [71,] 0.0157813316 0.2329124709 0.040003739 0.1203723613 0.2143393365
#> [72,] -0.2574993977 -0.0547479278 0.024802696 -0.1373570212 0.1221367185
#> [73,] 0.0071070736 -0.1515528814 0.043055368 -0.1678131672 -0.2404363359
#> [74,] -0.2859917482 0.0243989871 -0.084609941 0.1851291119 -0.1089655482
#> [75,] -0.0305062899 -0.9403267397 0.072985659 -0.4111792747 -0.2618635599
#> [76,] -0.4379533817 -0.8627131751 0.079837123 -0.1901778094 0.2610533079
#> [77,] 0.2322674684 -0.1467584329 0.194032650 0.0446188106 -0.2877690671
#> [78,] -0.2027132907 -0.1298971023 -0.267231526 0.1678995422 -0.4167544284
#> [79,] 0.1632683804 -0.0810061557 0.094944820 0.0599638567 -0.2316386936
#> [80,] 0.0468627356 -0.7666361079 -0.055965984 -0.1082610136 0.4007041462
#> [81,] -0.2799928504 -0.4075245955 -0.009128494 0.1929028881 0.4013616440
#> [82,] -0.1914070799 0.1301074413 0.260302133 -0.0978132826 -0.1001752041
#> [83,] -0.3165881595 -0.3789399986 0.701994006 0.0606020466 0.0438520304
#> [84,] -0.0280767371 -0.1206290002 0.150933976 -0.2750854565 -0.0382202124
#> [85,] 0.1581951811 -0.0224382161 0.032568641 -0.0637356268 -0.1279018851
#> [86,] 0.6206432310 0.0381188216 0.355848251 0.0083700969 0.6231838601
#> [87,] 0.2650798354 0.0597712469 0.264442511 -0.2437400318 0.1817730071
#> [88,] -0.5177477331 -0.1041118960 -0.196957511 0.4326229857 -0.0964568125
#> [89,] 0.0360793133 0.9797077813 0.472992548 0.2883425886 0.1849022784
#> [90,] -0.1157205714 -0.4387335524 -0.035881285 0.3425066413 -0.0689382690
#> [91,] 0.2438535362 -0.3045969184 -0.002814405 0.4929234479 0.5410212748
#> [92,] 0.0009684191 0.0595931780 -0.114800695 0.0867111442 0.2069414322
#> [93,] 0.5689694858 0.4371353629 0.553519522 0.5031514715 -0.0427283617
#> [94,] 0.1655359417 0.3589004720 -0.353442457 -0.0480097166 -0.3031255483
#> [95,] -0.2789272114 0.3792713291 -0.390484677 -0.1019509860 -0.0451809540
#> [96,] -0.5365333578 -0.6959547600 -0.001640453 0.1960524505 0.0313057854
#> [97,] -0.0519455731 0.3654230143 -0.247369699 -0.2551799180 0.4120229017
#> [98,] 0.2680786485 0.2606249034 0.143593402 0.4211603359 -0.1511204788
#> [99,] 0.3315297759 0.4215630204 0.005403516 0.3825197032 -0.1950870339
#> [100,] -0.0488255104 0.0510285686 -0.045531882 0.2006006235 -0.1400955637
#> [101,] -0.1042370069 -0.0433944251 -0.138999536 0.1644118066 -0.3180970896
#> [102,] -0.1552639352 0.1148091855 -0.381343059 -0.4012504323 -0.0179821626
#> [103,] 0.1862710312 0.0134350728 0.026155008 0.0544221394 0.4922794640
#> [104,] 0.6544582538 0.1596228396 -0.075063084 0.4971267455 -0.1246474631
#> [105,] -0.0081277659 0.1265370263 0.105535390 0.0564525063 -0.0019033841
#> [106,] -0.1170102807 0.0035000108 -0.080055833 0.2071449436 -0.0407749198
#> [107,] -0.2158175641 0.3671021709 0.427293116 0.2304876433 0.2251144010
#> [108,] -0.2065120811 -0.2454853735 0.058420369 -0.0902568555 0.0471303223
#> [109,] -0.3162568616 0.1909337238 -0.093902713 0.3344058293 -0.0705796903
#> [110,] -0.0992055590 0.1898253928 -0.059609476 0.2194079803 -0.0435388153
#> [111,] -0.1016667958 0.3738319183 -0.263685150 -0.0970587761 0.0619833005
#> [112,] 0.3484827331 0.3594641600 0.010456735 0.4109460877 0.0199373094
#> [113,] 0.1513369056 0.3625885568 -0.013003243 0.2322244821 -0.1607586817
#> [114,] 0.1859754302 0.1050384139 0.452713842 0.0047204175 -0.1789620812
#> [115,] 0.2130843058 0.2149046923 0.097597021 0.0361530190 0.0908357638
#> [116,] 0.2319811883 -0.0939554827 -0.216952554 -0.2034224612 -0.0363491315
#> [117,] -0.1777523995 -0.0367042417 -0.161743421 -0.1601052085 0.3230796212
#> [118,] 0.2920207873 0.2202880909 0.228871277 -0.0953684108 0.2063937847
#> [119,] -0.0142250923 0.1409654646 0.018090075 0.0706221517 -0.2441076867
#> [120,] 0.1243110126 0.3035947460 0.052608146 0.2176927045 -0.0329092033
#> [121,] -0.3747932224 0.1420918413 0.173337751 -0.0268328365 -0.0417533408
#> [122,] 0.4557126170 0.2223190872 0.102403198 0.2239991579 -0.0109628714
#> [123,] -0.0874586247 0.4255184240 -0.370770728 0.1467205604 -0.0932476830
#> [124,] -0.7357108665 0.0248097327 -0.095335365 0.3672680105 0.0534367807
#> [125,] 0.0097785205 0.0337165950 0.073807484 -0.0539338319 -0.0089831124
#> [126,] 0.1204368847 0.2076021927 0.136153345 -0.1350206747 0.1067172216
#> [127,] -0.0024185186 -0.1400994302 0.044168200 -0.0591722364 -0.2304714335
#> [128,] -0.1394035166 0.0104768925 -0.073624656 -0.0178999826 -0.4016973288
#> [129,] -0.0240575491 0.1056128921 -0.009003861 0.0120484292 -0.0735484067
#> [130,] -0.1853539206 -0.0991924339 -0.300101037 -0.0781991017 0.0406573824
#> [131,] -0.4113898017 0.0437305769 -0.028474516 0.1056906940 0.0896660909
#> [132,] 0.0956804948 -0.1423469499 0.330877476 -0.3436577341 -0.0149368564
#> [133,] 0.0458905995 0.1432284880 0.092431544 0.0933171125 -0.1656209809
#> [134,] -0.1386984842 0.1855793390 0.084752754 -0.2240167325 -0.0243323213
#> [135,] -0.1706988736 0.2690769452 0.011258674 -0.1069770864 -0.1350911961
#> [136,] 0.1224049797 0.0334383797 0.194063159 -0.0218661086 0.1949132532
#> [137,] 0.0032711848 0.2870522624 -0.097947223 0.0338285031 -0.0923274316
#> [138,] -0.6968807842 0.0022416661 -0.055849158 0.1096848033 0.0413078988
#> [139,] -0.3421459548 -0.4907634967 -0.524085277 -0.0568946938 0.2385357028
#> [140,] -0.0309434642 0.5216493399 0.036913112 -0.0500406163 0.1409710215
#> [141,] -0.0224007927 -0.3129200826 -0.048381269 0.1970984251 0.1027301252
#> [142,] 0.0638424023 0.2986989370 0.315292618 0.0031416011 0.2721309684
#> [143,] 0.1873120449 0.5512039953 -0.023032299 -0.2018195912 0.1418931853
#> [144,] -0.2689114037 -0.1414958424 -0.017952245 -0.1688783868 -0.0016931404
#> [145,] -0.4323745573 0.3085488549 0.136836483 0.1235463090 0.2459737342
#> [146,] 0.3466102513 0.2617799289 0.222629144 -0.0085940239 -0.0799054144
#> [147,] -0.0787226177 -0.0439159446 0.001730231 0.0551935391 -0.0364818798
#> [148,] 0.0159965724 -0.1859582232 0.138699111 -0.0396436338 0.0256781485
#> [149,] -0.0090654084 0.0704921469 0.104971756 -0.2443846722 0.0150987593
#> [150,] 0.2659334264 -0.0242400455 0.315791930 -0.3396299970 -0.0032011120
#> [151,] 0.3215667035 -0.2280475927 -0.112671048 -0.2209921260 -0.3050940280
#> [152,] -0.0811767683 0.0013367548 0.288061640 0.0391201376 0.1543671303
#> [153,] -0.4167720806 -0.1491968059 -0.131689434 -0.2852784931 0.1885083757
#> [154,] 0.0757135832 0.1259846073 -0.046005398 0.1482121328 -0.0139105304
#> [155,] 0.4230242276 -0.1427645506 0.094716278 -0.2359029352 0.0159211327
#> [156,] 0.4999543038 -0.3713509565 -0.052152176 -0.1051707487 -0.1230001349
#> [157,] 0.1429137346 0.2736402331 0.269270560 -0.0250643615 -0.0247730590
#> [158,] -0.0204195493 -0.5034640508 -0.074859983 -0.4310878104 0.1961153487
#> [159,] -0.0390151650 -0.2569010046 -0.181414354 0.1354850778 0.1779155215
#> [160,] 0.0182469605 0.0216714226 0.086181068 -0.1731102162 -0.0377153009
#> [161,] 0.1295328986 0.0931722538 -0.164563822 -0.5632369790 0.3902706211
#> [162,] -0.0267020248 -0.1530631659 -0.001456834 0.0960069213 -0.3015024684
#> [163,] 0.0232841949 -0.1650010092 0.067297890 0.1570144312 -0.3173116733
#> [164,] 0.1699843025 -0.0665771163 0.136516857 0.2775296280 -0.2487597790
#> [165,] -0.3953220673 -0.2374246096 0.005548280 0.1503589156 -0.0050258224
#> [166,] 0.7494273749 -0.1228625580 -0.179278981 0.1172682119 0.4188526093
#> [167,] 0.3132717170 0.2495917095 -0.082651670 -1.2396267505 0.2262514915
#> [168,] 0.0592054519 -0.1092933029 0.131144130 0.1143738410 -0.0172742544
#> [169,] 0.3388492331 0.3279891431 -0.129353633 -0.0053332631 -0.1373684660
#> [170,] 0.2085588657 0.2035988501 -0.048157297 0.0375276826 -0.1123269895
#> [171,] 0.0069316375 -0.0302885580 -0.078858650 -0.1612840072 -0.0649703460
#> [172,] 0.1362041089 -0.5998117829 0.164505218 -0.1455566191 -0.2067300313
#> [173,] -0.0093821967 -0.8617625430 -0.110359887 -0.2030072574 0.0575519069
#> [174,] -0.0671423973 0.0347951954 0.049249690 -0.1860703646 0.2044675137
#> [175,] -0.2192276581 -0.0762155676 -0.017985577 -0.0001598458 -0.0735580553
#> [176,] 0.4874634558 -0.0228850707 0.414355406 0.0536754776 0.0487082429
#> [177,] -0.0183436351 -0.1793325828 0.091538652 0.1064102872 -0.2422378300
#> [178,] -0.0334649654 0.0218154064 0.098293074 -0.0372509061 -0.0572256426
#> [179,] 0.5403946386 -0.1099029451 0.287494324 -0.0844066170 -0.1698258318
#> [180,] -0.0909651681 -0.0624771967 0.610761832 0.1256417975 0.1272061369
#> [181,] -0.1242314690 0.3450230555 0.109349034 0.3444745163 0.0513653909
#> [182,] 0.0895724003 -0.3492266510 0.171851568 -0.0283605375 0.3691679547
#> [183,] -0.0981400405 0.3541183063 -0.012385348 0.1116165753 -0.0773205208
#> [184,] 0.1777789074 -0.1890611555 0.047915532 -0.1058151498 -0.2677030789
#> [185,] -0.0148127746 0.3380772458 0.159933270 0.2346096142 -0.2448196064
#> [186,] 0.0887405350 -0.0700288757 0.333505536 -0.3072694897 0.1355243658
#> [187,] -0.1164425483 0.0679561852 0.071981740 -0.0413675708 -0.0269943289
#> [188,] 0.0748610399 0.1112876831 -0.102138698 0.0918956657 0.1019427034
#> [189,] -0.2466510710 -0.4869680029 0.005543956 -0.2847532663 0.2736339287
#> [190,] 0.1902084589 -0.2002942402 0.556823504 -0.0420282994 0.2345514272
#> [191,] 0.1092517109 0.0508268155 0.211371425 0.0431922507 0.0091574031
#> [192,] 0.4458267023 -0.0148127767 -0.094703346 0.0528648929 0.1633889513
#> [193,] -0.1725090072 0.0304689563 -0.338346915 0.1119760774 -0.0773923420
#> [194,] 0.2470184576 0.1178144665 -0.002391608 -0.3356338359 -0.0169587808
#> [195,] 0.4198863994 0.1297038310 0.185410997 0.1067274674 0.0916023403
#> [196,] 0.3358890737 0.0307062564 -0.241926467 -0.0495471342 -0.1092326823
#> [197,] 0.3843872549 -0.0693048108 -0.038191017 -0.3191707742 -0.0169839658
#> [198,] 0.0616467577 -0.1626139035 0.234052850 0.0611678579 0.4224002426
#> [199,] 0.3301551226 -0.3407296910 0.188717186 -0.3602059265 -0.3565928601
#> [200,] 0.0015609177 -0.0904443243 0.319487071 0.4144750405 -0.0973329095
#> [201,] -0.2849455653 -0.0377173834 0.130219797 0.0338156627 -0.1534712590
#> [202,] 0.1844849685 -0.2950346452 0.509775153 -0.0231509729 -0.0551204469
#> [203,] 0.1378064503 -0.1161817878 0.273673539 0.0584673873 -0.0778968647
#> [204,] 0.0708665738 0.0634697898 0.086831033 -0.0469803108 0.0882345887
#> [205,] -0.2035977500 0.3431592418 -0.087136525 -0.1693992414 0.0667109757
#> [206,] 0.2674705248 -0.0246048208 0.152209122 -0.0498578199 0.0504383713
#> [207,] 0.1608530124 -0.1487759785 0.186725604 -0.2852148656 -0.0986788996
#> [208,] -0.1506731006 0.1014800387 0.136957162 -0.1831871877 -0.1616860949
#> [209,] 0.6377743822 -0.4429032488 0.275152729 -0.2264671151 0.1028149511
#> [210,] 0.5436166651 -0.3178213790 -0.864278022 0.2287009608 0.1058469097
#> [211,] 0.0092937414 -0.0010642921 -0.070613005 0.0176259009 -0.0673400195
#> [212,] 0.0487861793 -0.0572647464 0.024378265 -0.0987971327 -0.1745701274
#> [213,] 0.1694684884 0.2460416394 -0.026447895 0.4589746363 -0.0309103347
#> [214,] 0.2805206906 -0.1505157285 -0.144901441 -0.2196260053 -0.6716040485
#> [215,] -0.1646992521 -0.0074978195 0.050895009 -0.1025023956 0.0312871712
#> [216,] 0.1991769193 0.1758073171 0.335240809 0.0476933544 0.0236036045
#> [217,] -0.1171042590 0.0678172173 -0.068169542 -0.0931339504 -0.1041176957
#> [218,] -0.0397662744 -0.0379001300 0.258357232 -0.0807166921 0.0731921019
#> [219,] 0.0356616558 -0.1612105252 0.246927042 -0.0891916565 0.0645347618
#> [220,] -0.1058556532 0.1753098706 -0.247706151 -0.1603673413 -0.0086444939
#> [221,] -0.3099495364 -0.0110225113 -0.068330839 -0.0417234800 -0.1361854740
#> [222,] -0.1581359194 0.1023097082 0.343948175 0.1436834402 -0.0496806541
#> [223,] 0.2904773731 -0.4697394761 -0.384134519 0.0019192194 0.1582874691
#> [224,] 0.5027252628 -0.2316383122 0.372416021 -0.2972596928 0.0774382882
#> [225,] 0.3027720490 0.2464831526 -0.087492734 0.3751928843 -0.2779498466
#> [226,] -0.2468660099 0.4442443553 -0.388385912 0.2225702025 0.0260252271
#> [227,] -0.2726340744 0.1110490485 0.059536478 0.0733235137 0.0481722589
#> [228,] 0.2522811551 0.0765041214 0.174895654 0.1143871922 -0.5020899701
#> [229,] -0.4716978059 0.2949561446 -0.276133027 0.0827863986 -0.1207567542
#> [230,] 0.0888857153 0.0613214688 0.105089176 -0.0766304977 0.0892643589
#> [231,] 0.2688753906 -0.0907506388 0.223857588 -0.3076520938 -0.0257973325
#> [232,] 0.1888820454 0.0280254955 -0.266804267 -0.2772508565 -0.0326277695
#> [233,] 0.0830982805 0.2951817144 -0.182558305 -0.0864434149 -0.0074307542
#> [234,] -0.4154520368 0.1863956905 0.207937999 0.0179262057 0.2181448525
#> [235,] -0.3559625064 -0.1941606460 -0.288893366 -0.2321906295 -0.2403229789
#> [236,] -0.3115283808 0.2845211217 -0.094278526 -0.0039964328 -0.0091662409
#> [237,] -0.2206134312 -0.0478692530 0.010010524 0.1818859703 0.0055429033
#> [238,] -0.0676225845 0.0828929488 -0.376936614 -0.0177465265 -0.1451643503
#> [239,] 0.0637228841 0.2428993080 0.213072793 -0.2342458746 0.1915644931
#> [240,] 0.0318714977 0.0337377528 0.029167088 0.2254211145 -0.1978265306
#> [241,] 0.1109683664 0.2110055898 -0.124107181 0.1185078012 -0.0830126397
#> [242,] 0.0485085203 0.1619335214 0.098607330 -0.1211652649 -0.4076312381
#> [243,] -0.0557577463 0.1772852868 0.103883820 -0.0611599460 -0.0373187363
#> [244,] 0.1898168244 -0.0137052082 -0.110064603 -0.0279096717 -0.0312635961
#> [245,] 0.2148495872 0.3336626290 -0.297005256 0.1339047860 -0.1583014973
#> [246,] 0.0552149306 -0.1607252580 -0.239689476 0.1289740524 -0.2405098653
#> [247,] -0.1060653922 0.1354603754 -0.213172595 0.0300188389 -0.0086361782
#> [248,] -0.2350224043 -0.1678465730 -0.362463632 -0.1982705289 -0.1807937185
#> [249,] 0.0110155504 0.0979608932 -0.111655659 -0.1663752550 0.0020290113
#> [250,] -0.3145882729 -0.2965140516 -0.090085961 -0.1339517164 -0.1545912526
#> [251,] 0.1406501143 0.2545459093 -0.241185155 0.0571016187 0.0229087256
#> [252,] -0.0706897840 0.2098604160 -0.060688149 -0.0652525958 0.0978645503
#> [253,] 0.2411155361 -0.0006070126 -0.410843141 0.2631006105 -0.1555029526
#> [254,] 0.1943155280 -0.0043477245 -0.247946605 -0.1653438766 0.0640856217
#> [255,] -0.1952125918 0.2456680513 -0.083129883 -0.0254610227 -0.0819556682
#> [256,] -0.5257284067 -0.1388998109 0.007445634 0.0971521726 -0.1224289791
#> [257,] -0.0253421751 0.2794962380 -0.452749271 -0.0973860683 -0.2041837811
#> [258,] -0.0253312133 0.2203696746 -0.080060611 0.0265700762 -0.0319329205
#> [259,] 0.1462090126 -0.4441905979 -0.263705409 -0.3612123591 -0.0156029337
#> [260,] 0.1207450978 -0.1540394291 -0.485272254 -0.0201887181 -0.0583774599
#> [261,] 0.2160088783 -0.1297928006 -0.011676462 -0.1012926000 -0.0691018992
#> [262,] 0.0736394590 -0.0423692666 -0.120741608 0.0440567439 0.0953798987
#> [263,] 0.1589004180 -0.0139852100 0.027801360 -0.1340553521 0.1527598670
#> [264,] -0.1700330035 -0.3021694604 0.023109346 -0.0776272904 -0.5885424453
#> [265,] -0.1830383314 0.3472703259 -0.182496320 0.0779317771 -0.1033890197
#> [266,] 0.0324672893 0.2762965978 0.098609346 -0.0047544430 0.1155617790
#> [267,] -0.0812334091 0.0874290581 0.099852869 0.1141650033 0.1518583133
#> [268,] 0.0860877761 0.0693831377 0.164245253 0.1383798014 -0.1433876062
#> [269,] -0.1390401594 0.0245288490 0.086534078 0.1185204993 -0.0453890181
#> [270,] 0.2429637539 -0.1812058201 -0.206755249 0.0326354403 0.2077025880
#> [271,] 0.2875591524 0.1749742071 -0.053306692 0.0244595582 0.3521704563
#> [272,] 0.2283431084 0.4709464391 -0.188529821 0.3106990060 -0.3704059406
#> [273,] 0.1633349688 -0.0590424383 -0.018628441 0.2495169668 -0.1465959047
#> [274,] -0.3538274632 -0.0976493889 0.119674728 0.1638269698 0.2664114595
#> [275,] -0.1808940126 0.0291150502 0.096617331 0.1201651679 0.0074952569
#> [276,] -0.1485762073 0.0383247984 -0.301518632 0.0317230055 0.3698070000
#> [277,] -0.2193625486 0.1970659849 -0.077609092 0.0893264011 0.0215648645
#> [278,] -0.6189737178 -0.7558241235 -0.408204776 0.3583157790 -0.3800231804
#> [279,] 0.3960499601 -0.1803863521 -0.095936086 0.5567458555 0.1298993154
#> [280,] 0.2012242763 -1.1507815622 -0.578439075 -0.1351290757 -0.2471018742
#> [281,] 0.7236427988 -0.0434586888 0.214514683 -0.3590166042 0.5674693806
#> [282,] 0.2306704300 0.4630724620 0.021455277 -0.2462863103 0.5296352459
#> [283,] 0.2219659144 -0.1199979835 0.014689902 -0.2673974212 -0.0414632850
#> [284,] -0.7487785761 0.2669641091 0.330079420 0.1094981738 0.2167115878
#> [285,] 1.1271001459 0.2542646226 -0.122159259 -0.0300991307 -0.0606047036
#> [286,] 1.0158737627 0.0454907096 0.567074370 0.0910070845 -0.5094797174
#> [287,] 0.2756657810 -0.0012003319 0.001246155 0.3179221052 0.0110235146
#> [288,] 0.7313643006 -0.2959076233 0.308152211 0.4049838772 -0.1412175588
#> [289,] -0.3923017025 -0.0334552043 0.133780350 0.3177648341 0.0444464932
#> [290,] 0.3388551197 0.3582900560 -0.192052205 0.2597689294 0.1915984540
#> [291,] 0.4284425954 -0.3881771713 -0.420309997 -0.2202145536 -0.0123085380
#> [292,] -0.8449671821 -0.3017855454 -0.011033925 0.1548929884 -0.0009271963
#> [293,] -0.5217508481 -0.6747789214 -0.205961392 -0.0283486942 0.0845910527
#> [294,] 0.0292783738 -0.0005382124 0.382047762 0.5113299731 0.3740460132
#> [295,] -0.0914113892 0.5439763906 0.303162099 0.2191585108 -0.0436379126
#> [296,] 0.5710332965 0.0243367503 0.224217683 0.1971700530 0.0214201033
#> [297,] 0.2585897941 0.2513420740 0.228265377 0.4112413915 -0.1218593494
#> [298,] -0.1947512277 -1.0263725079 0.517253074 0.1243716471 0.1902793965
#> [299,] 1.0972032985 -0.3636118452 -0.218275111 -0.8203417115 -0.1349168105
#> [300,] 0.2133413906 0.2389209266 -0.077564902 0.3182149046 -0.1588729957
#> [301,] -0.2529711825 0.1979991825 0.209071786 -0.1228070552 0.0419266692
#> [302,] -0.5383187361 -0.0965046435 0.036380567 -0.2368584824 0.0657138743
#> [303,] 0.2873742339 -0.2426650093 0.085346017 -0.1044842745 0.3346129192
#> [304,] 0.5026427482 -0.2972047532 0.028964471 -0.1345760027 -0.0429226974
#> [305,] -0.1967955448 -0.1804627689 -0.130013055 0.4851341427 -0.6393447270
#> [306,] -0.0192663445 0.4959807389 -0.174715601 0.2542655753 -0.3073738100
#> [307,] 0.0840997407 -0.3245213586 0.261712327 0.3412221996 -0.3347192343
#> [308,] 0.4449792927 -0.5111812175 -0.010837774 -0.3580676873 0.1154801314
#> [309,] 0.0390813491 0.4100301223 0.364092630 0.1158109034 -0.0845070459
#> [310,] -0.0254851237 0.0104185157 0.035017674 -0.0851981357 -0.1215610744
#> [311,] -0.5800115083 -0.3870793439 0.194105912 -0.1894798549 0.0190550026
#> [312,] 0.2900422073 0.4327658682 -0.735532842 0.5993010439 -0.0713717963
#> [313,] 0.1266404520 -0.1940215531 -0.608345553 0.0662176821 0.1635747154
#> [314,] -0.0540013765 -0.1536383665 0.182383688 0.4967535790 -0.1623914849
#> [315,] 0.7119140931 0.4283058490 -0.307914939 -0.2547530055 -0.0714393205
#> [316,] 0.0782652755 0.1996676679 -0.323692941 -0.0181760852 -0.1322957949
#> [317,] 0.3423758642 -0.0345448176 -0.041962225 -0.2904662922 0.2391528030
#> [318,] 0.1914052061 0.6525434669 0.149561982 -0.2517459577 0.6434093725
#> [319,] 0.3726960324 -0.0702723304 -0.356494905 0.2415706533 0.5332775017
#> [320,] 0.0166572614 -0.0457638874 0.217084892 0.1481854944 0.0261908226
#> [321,] -0.0425160247 -0.6731411019 0.213572276 0.1401049206 -0.1082365794
#> [322,] 0.0510823881 -0.4476702702 -0.079660482 -0.0200240098 -0.0189749170
#> [323,] -0.0988515101 0.0318910338 -0.164374807 0.2128045755 0.0272202336
#> [324,] 0.1480464130 0.0163311773 -0.163295190 0.1195994672 0.1786032754
#> [325,] 0.0390110934 0.2790979519 -0.145808103 0.3388202913 -0.0993062909
#> [326,] 0.0225651300 -0.1265703327 -0.060718375 0.2389388710 0.2819095404
#> [327,] 0.0161190661 -0.1086575433 0.246106933 -0.1712513389 0.0833593553
#> [328,] -0.4910949816 0.0941181465 0.109029121 -0.1010169319 0.0327798080
#> [329,] 0.2411789794 0.1640315612 -0.227362056 0.0670103708 -0.0571580299
#> [330,] -0.3067461467 0.4020246595 0.023307074 -0.3053738261 -0.0366924519
#> [331,] 0.1757999424 0.2469545974 0.377175162 0.1572980257 -0.3150391070
#> [332,] 0.3041406469 0.2408820207 0.524377262 0.2048168852 -0.1954518071
#> [333,] -0.3917136929 -0.3213337133 0.034815383 0.1106471693 -0.0054051527
#> [334,] 0.6965675469 -0.1402005669 0.007125440 -0.1148218905 0.1903323941
#> [335,] -0.4979450849 -0.2332424642 -0.049811680 -0.0022666257 -0.0523446920
#> [336,] -0.6629833477 -0.4175860790 0.347603187 -0.4277413278 0.2068910214
#> [337,] -0.4251007871 0.3660930326 0.174682878 -0.2540076308 0.1832191672
#> [338,] -0.4717652735 0.2847687019 -0.162774793 -0.1468180350 0.2171580149
#> [339,] -0.3258109203 0.0372854092 -0.300788985 -0.1830843077 0.2121581508
#> [340,] 0.0871049261 -0.3741114881 -0.231683173 0.7592013065 0.4053024573
#> [341,] 0.6491439787 -0.2083627930 -0.655088366 0.3690929257 -0.1614077944
#> [342,] -0.4011242826 0.2523869494 -0.093639036 0.0639230408 0.1787586855
#> [343,] -0.7494274749 0.0120824071 0.189625686 -0.0111695542 0.1513000554
#> [344,] 0.1104559889 0.3469741849 0.176643910 -0.1601816670 0.7080900767
#> [345,] -0.1712157125 0.5094662013 0.251009896 -0.0457917485 0.1680047033
#> [346,] -0.0258340231 -0.1819951275 -0.362019976 0.1854746891 -0.1755302093
#> [347,] -0.3518988806 -0.0745912866 0.291405609 -0.0589293215 -0.0717388198
#> [348,] 0.1161436721 0.1165214267 -0.068006977 0.1074877217 -0.2108770906
#> [349,] -0.2366663144 0.2060686927 0.234026105 -0.1437808944 0.0940229880
#> [350,] -0.0352920286 0.5143248191 0.140882235 -0.1473679073 0.3481377697
#> [351,] 0.0061464339 0.2988265977 0.316937659 0.1900491626 -0.0117787861
#> [352,] -0.3070856034 0.0611000168 0.176746680 -0.1315309878 0.0412229335
#> [353,] -0.2544906531 -0.2806740795 -0.121546429 0.0060543016 -0.0847019839
#> [354,] 0.0322420910 -0.3462929157 0.056767841 0.0263944768 0.1267877526
#> [355,] -0.0725778990 -0.2954261180 -0.074355880 0.1573371925 -0.0790717377
#> [356,] -0.2289770383 -0.0878217353 0.220563098 -0.1386990914 0.2119664635
#> [357,] -0.1457130184 -0.0136822610 0.207699542 0.0376918354 -0.0038352553
#> [358,] -0.1163257025 -0.2884656897 0.114158724 -0.0866182861 0.1156687301
#> [359,] 0.3598596143 0.1807921229 -0.596876741 -0.2568670608 0.3338596702
#> [360,] -0.3757633418 0.2394822282 -0.173070463 0.0164766905 0.0030226364
#> [361,] -1.0622670926 -0.4627917133 0.093997538 0.3561831723 0.3195335155
#> [362,] 0.1051815923 -0.3057465928 0.019577352 0.7938374818 0.4743663452
#> [363,] -0.2599472436 0.0333474145 -1.035688194 0.2252967228 -0.1162614140
#> [364,] 0.0536228462 -0.0050647335 0.387903219 0.2152019760 0.1942813300
#> [365,] 0.0150573701 0.0089300272 -0.068979041 -0.0286811605 0.0937371443
#> PC21 PC22 PC23 PC24
#> [1,] 0.195112057 -0.3312936120 -0.1178808828 -0.0613776841
#> [2,] 0.067044378 0.1383845897 0.2884020506 -0.5677972560
#> [3,] 0.304406234 -0.1156622519 -0.4709067265 0.3193081466
#> [4,] -0.040560564 0.0876736093 -0.2217346186 0.0730707320
#> [5,] -0.389514424 -0.1383581213 0.0228654551 -0.0360425237
#> [6,] -0.111054799 0.1368573057 -0.0131053424 -0.1428346055
#> [7,] -0.368781660 0.0114638034 -0.2046676934 -0.1690600177
#> [8,] 0.134803904 -0.7542653687 0.1108864726 0.0837042950
#> [9,] -0.570627469 -0.0263189018 0.6929638611 0.0043508885
#> [10,] 0.280016617 -0.0925142402 0.1251709995 0.3195775720
#> [11,] 0.273439077 -0.1542254626 -0.0244317419 -0.2344471418
#> [12,] -0.232506798 0.2222392240 -0.1568662558 0.0898573264
#> [13,] 0.052218864 0.0155195943 0.1412810459 -0.4548707740
#> [14,] -0.241881256 0.1369622865 0.1033246481 0.0046125924
#> [15,] 0.141936143 0.1033307291 0.0533866707 0.3148072674
#> [16,] 0.045931667 -0.1980377611 0.2209789243 -0.0942847521
#> [17,] 0.044690457 -0.0516799083 -0.1849710940 -0.1167135994
#> [18,] 0.009316991 0.2816998604 0.5435807837 -0.3079750781
#> [19,] 0.158105236 0.2024061487 0.3932225411 0.0519805974
#> [20,] -0.069241800 0.3699860928 -0.1030508830 0.3273832689
#> [21,] -0.155333390 0.0314498448 -0.1186945288 -0.0145028195
#> [22,] 0.137267106 0.2285332119 0.1812827128 0.0866129309
#> [23,] -0.210225984 0.0664536214 0.0131930816 0.0716902239
#> [24,] 0.016387026 0.2422424819 0.0939760888 -0.3609757121
#> [25,] 0.145798059 0.2199287482 0.2856624028 0.0024263844
#> [26,] -0.385186637 0.2716599462 0.1845229247 0.4977864361
#> [27,] 0.232590247 0.4944189585 0.7479550564 0.0656232401
#> [28,] 0.006965598 0.0794636944 0.0170198877 -0.1123662233
#> [29,] -0.387256670 -0.0764433382 0.2016970098 0.4046734695
#> [30,] -0.331884418 -0.3485078019 -0.0393368485 0.0456691335
#> [31,] 0.030248808 -0.1276777785 -0.1344098980 -0.1019685532
#> [32,] 0.237122390 0.0665399243 -0.2588798222 0.1881726123
#> [33,] -0.258928784 -0.0255559984 0.3267645857 0.0833129363
#> [34,] -0.088273196 0.1872060448 -0.0557262295 -0.1203070572
#> [35,] 0.410523796 -0.1910723353 0.4064164811 0.1024499765
#> [36,] 0.072305858 -0.0531499352 -0.1886016049 -0.2177927955
#> [37,] -0.095524807 -0.0883162605 -0.4492936894 -0.1410174709
#> [38,] 0.055385891 0.0296272055 0.0199634486 0.0411680779
#> [39,] -0.095752537 -0.0576933109 -0.0046560254 0.0404619021
#> [40,] -0.087957384 -0.0441522635 0.0319815890 0.0382765810
#> [41,] -0.200937239 -0.0661916692 0.0212915621 0.2310837817
#> [42,] -0.285716489 0.0308141563 0.0229566107 0.1094031267
#> [43,] 0.178831045 -0.0129659011 -0.1275057927 -0.3817786268
#> [44,] -0.106441411 -0.0203752283 0.0440278032 -0.0200605581
#> [45,] -0.159734609 -0.0456426540 0.0084707541 -0.1054949622
#> [46,] -0.157465574 -0.1209677129 -0.1209660199 -0.1727838154
#> [47,] -0.386225410 0.2233269264 -0.0675781227 0.1975855637
#> [48,] -0.118106100 0.1525665274 0.2039651455 -0.2791147454
#> [49,] -1.083682509 -0.2429839396 0.3978997039 0.2502783017
#> [50,] 0.160633980 0.3208153572 0.2233910292 0.0803728283
#> [51,] -0.428404820 -0.0391406592 -0.2648699277 -0.1045755059
#> [52,] 0.296034460 -0.0004145735 -0.3889307873 -0.0067513789
#> [53,] 0.292231796 -0.2508015093 -0.2155805545 0.1656169286
#> [54,] 0.063334113 -0.1092349592 -0.0758085500 0.0893339256
#> [55,] 0.117864628 0.0575734002 -0.3600008042 -0.0505801339
#> [56,] -0.219171058 -0.0916825170 0.1031427803 -0.0395052363
#> [57,] -0.108814494 0.1073573594 0.0303292253 0.1267012693
#> [58,] 0.259779183 0.0183212935 0.0969909422 0.2372166662
#> [59,] -0.096085737 0.0373157577 0.0553989859 -0.0434428591
#> [60,] 0.031499472 -0.0072657232 -0.0200050984 0.0616857758
#> [61,] -0.154913925 -0.0449621573 0.0684396529 0.0674731630
#> [62,] -0.073212606 -0.0126915429 0.0428528937 0.0669254691
#> [63,] -0.075198901 -0.0151790753 0.0172559806 0.0041689223
#> [64,] 0.305420914 0.3681623588 0.2524499031 -0.1931652209
#> [65,] -0.005232663 -0.0540285815 0.0161620381 -0.0197973031
#> [66,] -0.158083236 -0.0054721298 0.1345747903 -0.1528074754
#> [67,] -0.113825049 -0.5797831772 -0.0744905883 0.0674754619
#> [68,] 0.065856306 0.0737875075 -0.0797455758 0.0740282816
#> [69,] 0.137382917 -0.0557068191 -0.2760217073 0.0946610939
#> [70,] 0.149541513 -0.0656174392 -0.1663095058 0.0456924230
#> [71,] -0.186144158 -0.0343385593 0.1778801221 0.0519871632
#> [72,] 0.053527285 -0.0721073649 0.0260291175 0.0858756390
#> [73,] 0.072846908 0.1108193354 0.2731767146 0.0951684254
#> [74,] -0.314903685 -0.1573360551 0.2500063772 -0.2775797484
#> [75,] -0.722486963 -0.0849850311 -0.0606163166 -0.5052824075
#> [76,] -0.035730400 -0.0403720001 0.1823420050 0.0664194127
#> [77,] -0.062103398 0.0161260865 0.0597908720 0.2220219648
#> [78,] -0.156785668 0.0134850038 0.0322850556 0.1044337788
#> [79,] -0.072271167 -0.0762354290 -0.0041834856 -0.0342430714
#> [80,] -0.305865554 0.0097022192 -0.0479587134 0.1407729458
#> [81,] 0.191862176 -0.0281591952 0.0066915627 0.1132449633
#> [82,] -0.086273242 0.1184107839 0.0098292941 0.0410158531
#> [83,] -0.122011396 -0.1858814437 0.0794405919 -0.2314118841
#> [84,] -0.134087019 -0.1429951977 -0.0966821472 -0.0120286617
#> [85,] 0.009073359 0.0426242255 -0.1848919370 0.1930171780
#> [86,] -0.196130695 0.0505632785 0.1162254467 -0.0064137014
#> [87,] -0.152778927 -0.2862582337 0.0663685841 0.1140190474
#> [88,] -0.059293215 -0.3448734178 0.2562510119 0.1168013713
#> [89,] -0.459910212 0.4191519545 0.3414571946 -0.1269994025
#> [90,] 0.114120099 0.0100316399 -0.0004421400 -0.0100892734
#> [91,] 0.225957401 0.4450544528 -0.1066401211 -0.3231264843
#> [92,] 0.121092338 -0.4356277221 0.0433191395 -0.1781123677
#> [93,] 0.340731203 -0.0820969873 0.0953888380 0.3229573142
#> [94,] 0.203612105 -0.0552416789 -0.2105987139 -0.1715694778
#> [95,] 0.380035348 0.3849245953 -0.0418519226 0.0049605992
#> [96,] 0.264265332 -0.1000839724 0.3855209494 -0.0302604240
#> [97,] 0.017504402 0.0420454893 -0.2207418016 -0.0808724052
#> [98,] 0.141916019 -0.0775370269 0.1478616346 0.0159774141
#> [99,] 0.020033644 0.0875167163 0.0430618653 -0.0619273004
#> [100,] 0.025366800 0.1470625140 0.0785859891 -0.0299890392
#> [101,] 0.099489922 -0.1233585427 0.1210849313 -0.0899406490
#> [102,] -0.115672927 0.1454796016 -0.2114682224 -0.0486752755
#> [103,] -0.137391872 -0.0167355168 0.0509114500 0.0817823634
#> [104,] 0.004882863 0.3353984547 -0.0725774379 -0.0419512890
#> [105,] -0.072274732 -0.0818079412 0.1021480164 -0.0795620897
#> [106,] 0.044734977 -0.2093866679 0.1051759349 0.1485241594
#> [107,] 0.305945930 -0.0088864384 0.0851973801 -0.1863032255
#> [108,] 0.017169005 0.1293671245 0.0025164718 0.0966504714
#> [109,] 0.004776604 0.1572714429 0.0923300933 0.2240510869
#> [110,] 0.009625270 -0.1552707816 -0.2305393662 -0.0605065539
#> [111,] 0.348407049 -0.2055621194 0.1167473091 0.1805462618
#> [112,] 0.085917168 -0.0553815306 0.0772461203 0.0320222488
#> [113,] -0.144492507 0.0748513242 -0.0151797643 -0.0756812354
#> [114,] 0.201260577 -0.1714570112 0.0285549328 -0.2098083735
#> [115,] 0.276552738 0.2892444496 -0.0256701542 -0.1082457979
#> [116,] 0.076818603 0.1695623974 -0.0005287562 0.1902486455
#> [117,] 0.242066283 0.1041577120 0.2339079169 0.0043129944
#> [118,] 0.134936429 0.2451600014 -0.2045965623 -0.0955536241
#> [119,] 0.058452105 -0.0073810604 0.0840384942 -0.1980876911
#> [120,] -0.042462313 0.0264984633 0.0364208185 0.0088371662
#> [121,] 0.218456166 -0.0334818822 0.1688003087 -0.0662648800
#> [122,] 0.027688789 -0.3043676080 -0.0591247503 -0.0019604243
#> [123,] 0.176744560 0.0324079658 0.0602018025 -0.0659307218
#> [124,] 0.258939517 0.0567876997 -0.1592430580 0.1580808568
#> [125,] -0.099517846 -0.0472361105 0.0707805792 0.0702426673
#> [126,] -0.123751990 0.1305624366 0.0555748475 -0.0267445281
#> [127,] -0.153406687 0.1119387762 0.0492767708 -0.0068761454
#> [128,] -0.055437174 0.1696061613 0.0892314828 0.0136599162
#> [129,] 0.090266393 0.1034989038 -0.0302365385 -0.0451834328
#> [130,] 0.050206662 0.1360948394 0.0007874483 0.0499241959
#> [131,] 0.075797528 0.0002531961 0.0114899642 0.1405839205
#> [132,] 0.130558390 0.0980597644 -0.0428118663 0.1713199589
#> [133,] 0.032189823 0.1128986162 0.0576851910 0.0806311885
#> [134,] -0.076197877 0.2577287507 0.0914072043 -0.0244022934
#> [135,] -0.061090464 0.1298711986 -0.3064255949 -0.0243375206
#> [136,] -0.088967685 0.1911297336 -0.0863531949 0.0569596807
#> [137,] 0.060938059 0.1476602529 0.3025705226 0.1032061585
#> [138,] 0.197399478 0.1874156305 0.0956193997 0.0600912017
#> [139,] 0.059570191 0.0297634446 0.1323159545 0.2687160256
#> [140,] 0.025866168 0.1486973097 -0.0931807479 0.0950608224
#> [141,] -0.034580789 0.1277467205 -0.1547055186 -0.0905956017
#> [142,] -0.164735025 0.2315377368 -0.0970339474 -0.2234027927
#> [143,] -0.059977300 -0.2739374503 0.1336725308 -0.0868505052
#> [144,] 0.108307377 0.1254579510 0.1395067435 -0.0309981340
#> [145,] -0.046405317 -0.0117880656 -0.0339327477 -0.2838838303
#> [146,] 0.049718382 0.3316253996 -0.0418947287 -0.0542638682
#> [147,] 0.009809728 0.2166849730 0.0148845040 -0.0527913292
#> [148,] -0.249701644 0.0534078837 0.0382746862 0.1101906661
#> [149,] -0.150004026 -0.0403077686 -0.1389168506 -0.0987647013
#> [150,] 0.053984386 0.0749860215 -0.0494110482 -0.0156964132
#> [151,] 0.243328343 -0.0183264563 0.2101008547 -0.0217749808
#> [152,] -0.316055801 -0.1071748839 -0.1000551999 -0.3163669465
#> [153,] -0.011785820 -0.1341549434 -0.0475545539 0.1165710165
#> [154,] -0.001073969 0.0472817438 0.1078341196 0.1222353352
#> [155,] -0.045436446 0.0883440505 -0.0097372855 -0.1157086972
#> [156,] -0.238656214 0.0207015065 -0.1069321347 -0.0330131598
#> [157,] -0.344798935 -0.1041509510 0.2909585934 0.1123312859
#> [158,] -0.424444141 -0.1761525917 0.2521975888 -0.0193044025
#> [159,] -0.281625550 -0.2314387414 -0.2586964279 0.1428328699
#> [160,] -0.139043606 0.1394595639 -0.1278577151 0.0165034403
#> [161,] 0.112532863 0.1657337121 0.0686269733 -0.0290888623
#> [162,] 0.196665317 0.0920195938 0.0263262926 0.0162652061
#> [163,] -0.035841525 -0.0437297720 0.1337415307 -0.0399260623
#> [164,] -0.174297395 0.0404047933 -0.1230148168 -0.0429160920
#> [165,] -0.092752937 -0.0010093438 -0.1039303644 -0.1219029935
#> [166,] 0.190900480 0.0993054779 -0.4699717821 0.4510488820
#> [167,] 0.325787042 0.1364771055 0.1228647843 0.0774398336
#> [168,] -0.033078831 0.0576297152 0.0586608943 0.0104549722
#> [169,] -0.151652671 0.1660807565 -0.0232909837 -0.0592971836
#> [170,] 0.050483420 -0.1524758176 0.1088170182 -0.1456078163
#> [171,] -0.012005760 0.1153685759 -0.0328914208 0.0074032126
#> [172,] 0.492143872 -0.0590934402 0.1423546705 0.0650086904
#> [173,] -0.131335595 0.0368417377 -0.0683694712 0.2813731857
#> [174,] -0.193287509 0.1374840738 0.0117036628 0.1172933022
#> [175,] 0.089891954 -0.0029930861 0.1201521251 -0.0147926146
#> [176,] -0.154398210 0.0089880213 -0.0329247363 -0.0036745050
#> [177,] -0.006016329 0.1621933215 -0.0490082542 0.0487575795
#> [178,] -0.034873939 0.0426574114 0.0223378590 -0.0285329707
#> [179,] 0.266678946 -0.1519825989 -0.1208477852 0.0161110607
#> [180,] -0.100953089 -0.1154768488 0.0022664714 -0.2312735769
#> [181,] 0.188311430 0.2096491713 0.0850211684 -0.4014691652
#> [182,] -0.319000072 -0.1340479226 -0.0377808296 0.2275032274
#> [183,] -0.247975209 -0.0802458809 -0.0897998387 0.1582378005
#> [184,] 0.044451609 0.0838007385 -0.0189120159 0.0179345145
#> [185,] 0.015695196 -0.0649637350 0.0854816771 -0.0847490729
#> [186,] 0.072491675 -0.1022375907 -0.0364014727 0.0319570575
#> [187,] 0.058060397 0.0627712078 0.0270772316 -0.0817677030
#> [188,] -0.083217104 -0.0217932707 -0.1884323645 0.1344610708
#> [189,] 0.127231672 -0.1198027009 0.1007195557 0.0347223059
#> [190,] -0.148466671 -0.0496421540 0.0016910821 0.0565541370
#> [191,] 0.064707992 -0.0756370863 0.1093722005 -0.0141670461
#> [192,] -0.120306498 -0.0273089316 0.0019406700 0.1934565540
#> [193,] -0.079387679 -0.1492706155 0.0566038561 0.0906305396
#> [194,] 0.142554652 -0.0090330933 0.0300526106 -0.0506468210
#> [195,] -0.204125077 0.0751555486 -0.0545275651 0.0191470937
#> [196,] 0.047997136 0.0870943251 -0.0967390164 0.0863120692
#> [197,] 0.065794848 0.0768369110 -0.2526448483 0.0811930702
#> [198,] -0.393501347 -0.1123664470 -0.1361496166 -0.0576233843
#> [199,] 0.021280932 0.1128206126 -0.0895416710 -0.2250346224
#> [200,] -0.094754366 0.1578623834 -0.0421428659 0.1728173228
#> [201,] 0.231065935 -0.0295946767 -0.0641381191 0.0376781768
#> [202,] 0.015310115 -0.1712786310 0.0478087386 0.0004432204
#> [203,] -0.140817428 0.0912656746 0.0641246439 0.0007922190
#> [204,] -0.160879864 -0.0185632396 0.0556638726 0.0145964798
#> [205,] 0.063785916 0.0534259586 -0.0515593994 0.1145107702
#> [206,] -0.142026021 -0.1129249569 -0.0011734629 0.1718107165
#> [207,] -0.056808561 -0.1159299486 -0.2175149409 -0.0743623986
#> [208,] -0.092161268 -0.0010045289 0.0602852481 0.0455060452
#> [209,] 0.160079193 0.1164778300 -0.0274095183 0.1542630129
#> [210,] 0.743197043 -0.0011927145 -0.0651030595 -0.2739135656
#> [211,] 0.077106035 0.0616616781 0.1885531194 0.1573721032
#> [212,] -0.019130059 0.0264960153 0.0276890102 -0.0645481320
#> [213,] -0.283541666 -0.2353232509 0.0244823143 0.1123414872
#> [214,] 0.303526069 -0.1414907311 0.2169629783 -0.0025177429
#> [215,] -0.049543932 -0.0328040314 -0.0544186408 0.0535828186
#> [216,] -0.008924382 0.0096924899 -0.1599544471 0.0206017822
#> [217,] 0.099614453 0.0629426610 0.1361517039 0.0065408883
#> [218,] 0.054609141 0.0120707503 0.0382009562 0.2198584892
#> [219,] 0.011382891 0.0815214208 0.0933750132 -0.0009375335
#> [220,] -0.032781492 0.0179644559 -0.1040309848 0.0070087994
#> [221,] -0.088747417 -0.1925651409 -0.3325862560 -0.1985910905
#> [222,] 0.063468156 -0.2213334867 0.0145923951 0.0235525315
#> [223,] -0.080487001 -0.0759423494 -0.0904552575 -0.1885715484
#> [224,] 0.081809318 -0.1296402739 -0.1821452228 0.0521580628
#> [225,] 0.461051288 -0.3229560270 -0.0424795209 -0.1016041678
#> [226,] 0.567190686 0.1454174726 0.0246832583 -0.0161522869
#> [227,] 0.046457789 -0.0157790913 -0.0079080987 0.0060309136
#> [228,] -0.126422422 0.0831649191 0.1099219343 -0.0400565633
#> [229,] -0.066462640 -0.0646344794 -0.0554694181 0.0193663484
#> [230,] 0.169135809 -0.0156035666 -0.0777300523 -0.0025875760
#> [231,] -0.018074823 0.0886707724 0.0621891370 0.0493871035
#> [232,] -0.049000581 0.0958986218 0.0484780621 0.0609191373
#> [233,] 0.014023592 -0.0021675047 -0.1819403798 0.0467135593
#> [234,] 0.060299885 0.0290074804 0.0442755624 -0.1738467966
#> [235,] -0.252548154 -0.2600782246 -0.2904925281 -0.1603375761
#> [236,] -0.158062988 0.0023584021 -0.0435748033 -0.0178385018
#> [237,] -0.150260211 0.0126686545 -0.1277179537 -0.0679060298
#> [238,] -0.049346997 -0.5994995228 -0.0545905350 -0.0928541295
#> [239,] 0.050272695 -0.1743058379 0.1139279488 -0.0734294315
#> [240,] -0.071681385 0.1217495239 0.0076503037 -0.0976958345
#> [241,] -0.199338968 0.1044912329 -0.0064216459 0.0270870881
#> [242,] -0.224730525 0.0326847134 0.0984485325 -0.0333096378
#> [243,] -0.144076074 0.0730060784 0.0236268970 -0.0815221206
#> [244,] -0.107304930 -0.1901084695 -0.0264639190 -0.0167018214
#> [245,] -0.058709742 0.0130473441 -0.0535214054 0.0237127413
#> [246,] -0.011725006 -0.0103311518 0.0404731915 0.0453930879
#> [247,] -0.116743293 0.0001850464 -0.0135631519 0.0233816657
#> [248,] 0.042424678 -0.0479291370 -0.0657912197 0.0079828628
#> [249,] 0.083531898 0.0597549130 -0.0930348506 0.1696656211
#> [250,] 0.266916879 0.0574528413 0.1293981469 -0.0182719847
#> [251,] -0.095481603 0.1791260600 0.0368781452 -0.0723059061
#> [252,] -0.069574111 -0.0084594917 0.0159746903 -0.0045714467
#> [253,] -0.131286126 -0.1621558852 -0.0496052822 0.1417626786
#> [254,] -0.204280678 -0.0586016013 -0.0511549523 0.0084092693
#> [255,] -0.114558988 0.0435715213 0.0075154857 -0.0860971985
#> [256,] 0.237557354 0.1210957151 -0.1145838688 -0.1254974405
#> [257,] 0.086267399 -0.0233313696 -0.1434812213 -0.1173942290
#> [258,] -0.121973751 0.0056060670 0.0294946585 0.0020664111
#> [259,] 0.209273692 0.1154700254 -0.2138106525 0.1257048721
#> [260,] -0.295330103 -0.0931795758 -0.2159469294 -0.0755882377
#> [261,] 0.036179402 0.0614404913 -0.0449316362 -0.1606993457
#> [262,] -0.188001238 0.0372410227 0.1412200970 -0.0674092924
#> [263,] -0.099092274 0.0517430338 -0.1733962257 -0.0032832137
#> [264,] -0.041368081 -0.6202755025 -0.1303317931 -0.0859042912
#> [265,] 0.004765140 -0.3065947125 0.1542137732 -0.0235508942
#> [266,] -0.131741716 0.0641777313 -0.0276898601 -0.0619011548
#> [267,] 0.112902529 -0.0758236125 -0.0464070369 0.0456508789
#> [268,] -0.038793980 -0.0313640149 -0.1076550876 -0.0137601287
#> [269,] 0.055628486 -0.0005221143 -0.0516593565 0.0855549017
#> [270,] -0.001398268 0.1242121442 -0.0434062443 -0.0423626452
#> [271,] 0.447258004 0.1290542459 -0.1176014662 0.0936137887
#> [272,] -0.151897919 0.2813594835 -0.1299062312 -0.1447600178
#> [273,] 0.372853619 -0.2025488726 0.0569582653 0.0389629492
#> [274,] 0.058668136 -0.1252374361 -0.1064648789 0.1691762623
#> [275,] -0.031775001 0.0273199182 -0.0133624507 0.0591642380
#> [276,] -0.178006751 -0.1767218050 -0.0833741303 0.1699903109
#> [277,] 0.204818065 0.0983157105 -0.1040912074 0.0991174849
#> [278,] 0.341488881 -0.2596488305 0.1625334870 0.0159311306
#> [279,] -0.146285721 0.1943756144 0.0188020924 -0.0163924825
#> [280,] 0.698668386 -0.3351002931 0.0490154689 -0.1225432308
#> [281,] 0.187805885 -0.0780217863 -0.1805197160 0.0027744898
#> [282,] -0.080078808 -0.5639315843 0.0660974514 0.0012177061
#> [283,] 0.012927067 0.2131478447 -0.0431412307 0.0516793372
#> [284,] -0.036560031 0.5236852979 -0.1186223486 -0.2240799528
#> [285,] 0.321922557 -0.4813839324 0.4611058467 0.1461101688
#> [286,] 0.447447816 0.1410550339 -0.2304758139 -0.1002397853
#> [287,] -0.081693968 -0.0467574827 -0.0008616355 0.0579710150
#> [288,] 0.164965016 -0.2059703172 -0.0635710334 0.0364878156
#> [289,] 0.191693128 -0.0184147398 0.1768413596 -0.1471742808
#> [290,] 0.084790988 0.1729570231 0.0002511117 0.1230671395
#> [291,] 0.006632275 -0.0220722465 -0.2887171157 -0.0939011215
#> [292,] 0.326335563 0.0386451846 -0.1175771383 -0.1632013444
#> [293,] 0.055382330 0.3741744020 0.1108617713 0.1719391940
#> [294,] 0.037658922 0.0522018342 0.0441003138 0.2318071336
#> [295,] 0.129364786 -0.3454494991 0.0629245196 0.0768354170
#> [296,] 0.042454349 -0.1591638773 0.0388034963 -0.0848438322
#> [297,] -0.129170249 0.2820711352 -0.0455665174 0.0714225576
#> [298,] -0.173141073 0.2852926620 0.0843267440 -0.3012492664
#> [299,] 0.227089987 0.4425078227 0.2907394499 -0.4195964245
#> [300,] -0.186622317 0.1346743432 -0.1162850905 0.0438053197
#> [301,] -0.061295251 -0.0579136892 -0.0742268401 0.0782800760
#> [302,] 0.061416442 0.0581637938 0.0410070097 0.0157456671
#> [303,] -0.095451164 -0.0048624045 -0.1549244070 0.2210860973
#> [304,] -0.191662735 0.0748003700 -0.1230280400 0.0768741346
#> [305,] 0.073959153 0.1390940531 0.0197134963 0.0127957061
#> [306,] 0.151839892 -0.2916448220 0.2126059744 -0.0049149577
#> [307,] 0.411868066 0.4167760977 0.0423662437 0.1236923597
#> [308,] 0.032138987 -0.0578202454 -0.4245671765 -0.0242729153
#> [309,] -0.050513814 0.2063082621 -0.0772676644 0.0481534410
#> [310,] -0.024197568 0.0035568818 -0.1953798093 -0.1857350522
#> [311,] 0.136109066 0.0657191389 -0.0083490185 0.0412663722
#> [312,] 0.109737772 -0.0023171022 0.4169967792 0.2889393645
#> [313,] -0.238528392 -0.0582973294 -0.1654811728 -0.0469675268
#> [314,] -0.006569095 -0.0954914599 -0.1571365162 0.0400284843
#> [315,] 0.409165966 -0.4028842874 -0.0768898803 -0.1198829792
#> [316,] -0.052417546 0.0567971376 -0.2180033018 0.0563262568
#> [317,] -0.088682630 -0.1154184906 -0.1846605061 -0.2139071956
#> [318,] 0.292940605 -0.6959866143 0.0864561277 0.0170708655
#> [319,] 0.230087404 0.4001880346 0.4012610506 0.0590665786
#> [320,] 0.110939699 -0.0922810385 -0.3155340084 0.2005910489
#> [321,] 0.050315321 0.0418719910 0.1070370814 0.0397240150
#> [322,] -0.118637746 0.1823287395 -0.1511261855 0.1067861646
#> [323,] -0.090879525 0.0940677758 0.1695844370 -0.2488975957
#> [324,] -0.164135335 0.1292063019 0.1203293974 0.0779353247
#> [325,] -0.201549716 0.1096827904 0.0828279681 -0.0598329039
#> [326,] 0.268977624 0.1536013833 0.0529357209 0.3369037880
#> [327,] -0.050734131 0.0683306149 -0.5434721070 -0.1501253074
#> [328,] 0.027471975 0.3182979023 -0.1405091968 0.1288139567
#> [329,] 0.013570516 -0.0307937118 0.1754559757 -0.1190612026
#> [330,] -0.053810434 -0.0772288483 -0.0796846918 0.0173376763
#> [331,] -0.111337299 -0.2294812547 -0.0004908359 -0.0132638803
#> [332,] 0.140414421 -0.0357754351 0.2670004347 0.1492347488
#> [333,] 0.099733848 -0.0498827826 0.0013118711 0.0185435254
#> [334,] -0.137601197 0.4977343892 -0.4178835235 0.2624157408
#> [335,] 0.243406653 -0.1800135633 0.0054457973 0.0138346272
#> [336,] 0.403520186 0.1471723768 -0.1256441604 0.0931167187
#> [337,] 0.024120167 0.0581949772 -0.0384539028 -0.0678243205
#> [338,] -0.026549929 0.0337333981 -0.2457001476 -0.0174835770
#> [339,] 0.130190848 -0.1098795274 -0.1878112434 0.1053100434
#> [340,] -0.291027645 -0.3330327580 0.2842304365 0.1196131470
#> [341,] -0.253148824 -0.0915265414 -0.1186701410 -0.3012683471
#> [342,] 0.084288790 -0.2804364658 0.0287261949 -0.0028883411
#> [343,] 0.136445424 -0.1045574282 0.0838238829 0.1570013084
#> [344,] 0.053001323 -0.4271201646 0.1990049593 -0.3346088942
#> [345,] 0.130806305 -0.1521838299 -0.0416426556 0.0050935049
#> [346,] -0.046091539 0.1074163762 0.0520036662 -0.1876453113
#> [347,] 0.133732968 -0.3402395672 0.1310617608 -0.0536417655
#> [348,] 0.010358266 -0.2561311425 -0.0520666327 -0.0715033107
#> [349,] 0.001439030 0.0603819057 -0.1263218464 -0.0893257607
#> [350,] 0.079075563 0.0359362293 -0.2627882560 -0.1428642025
#> [351,] 0.017213429 0.0871760482 -0.0178848148 -0.0121200986
#> [352,] 0.152116866 -0.4514053010 0.2308654518 -0.0204012411
#> [353,] -0.040427987 0.1813184179 -0.0373791949 -0.0397906210
#> [354,] -0.040156677 0.1824142853 -0.0177777302 -0.0643375773
#> [355,] -0.032437047 -0.0842692012 0.1385906610 0.0716945571
#> [356,] -0.112241250 -0.0025312932 0.0765571332 -0.0199126242
#> [357,] 0.017269956 0.0988833768 -0.0316263898 0.0236015865
#> [358,] -0.184572653 0.0358003723 -0.0217281469 -0.0197230118
#> [359,] -0.434675755 -0.1025035653 0.1946626565 0.0999498517
#> [360,] -0.046291471 0.0799821273 -0.1432316538 -0.0910414479
#> [361,] -0.021928510 -0.0386178956 -0.4348385730 -0.1083246156
#> [362,] -0.102439565 -0.0512699895 -0.1977577653 0.0134361023
#> [363,] -0.035924741 0.0532564632 -0.1948151265 0.1691002728
#> [364,] 0.092904258 -0.3333903832 0.0753016688 -0.1538721492
#> [365,] -0.042969724 0.0887464298 0.3821010954 -0.2220937442
#>
#> $orig_pc
#> Standard deviations (1, .., p=24):
#> [1] 77.2315671 26.7318369 16.2309065 9.3588893 7.1832854 5.9066390
#> [7] 4.9859137 3.9145218 3.3242487 2.6839125 2.5627256 2.4098350
#> [13] 2.3273200 1.7727337 1.6504147 1.5377087 1.4911883 1.3502552
#> [19] 1.2647807 1.0921938 0.9715828 0.8952075 0.8188714 0.7049841
#>
#> Rotation (n x k) = (24 x 24):
#> PC1 PC2 PC3 PC4 PC5 PC6
#> [1,] 0.1804080 0.24254360 0.20684682 0.15074488 0.0741310293 -0.577925809
#> [2,] 0.1796828 0.29116522 0.15796020 0.10652507 -0.0182399352 -0.274739082
#> [3,] 0.1756191 0.32434366 0.14625776 0.05327038 -0.1165528476 -0.057168359
#> [4,] 0.1761300 0.32865760 0.14462657 0.04990623 -0.1118220257 0.090412246
#> [5,] 0.1749795 0.32191597 0.12652992 0.03722686 -0.1357223793 0.197018414
#> [6,] 0.1814889 0.28262373 0.07993945 0.03284175 -0.1183233823 0.253377347
#> [7,] 0.2017121 0.22281964 -0.04185884 0.07570932 -0.0402286065 0.321917464
#> [8,] 0.2194851 0.03358344 -0.22345203 0.20087852 0.0303773132 0.253741480
#> [9,] 0.2283291 -0.01745215 -0.29782534 0.19038297 0.1110743832 0.243337950
#> [10,] 0.2254422 -0.04939046 -0.31169744 0.25145482 0.1937966301 0.002642792
#> [11,] 0.2266156 -0.03641059 -0.22776194 0.10669215 0.2227259477 -0.161150003
#> [12,] 0.2303041 -0.02763738 -0.17694340 -0.01575547 0.2003853246 -0.168360527
#> [13,] 0.2304659 -0.04921901 -0.16192814 -0.04750736 0.1951473979 -0.174820078
#> [14,] 0.2318761 -0.04003625 -0.12310718 -0.17047821 0.1124985535 -0.123166170
#> [15,] 0.2283383 -0.04581873 -0.09431251 -0.25247176 -0.0004215206 -0.120708112
#> [16,] 0.2281950 -0.05483166 -0.10171755 -0.29841763 -0.1427458288 0.008037703
#> [17,] 0.2314061 -0.08951466 -0.08360071 -0.32662853 -0.2725479409 0.094594405
#> [18,] 0.2263094 -0.15246517 -0.05439472 -0.23716137 -0.3355395002 0.021998188
#> [19,] 0.2051155 -0.25584118 0.06721572 -0.01309128 -0.4004725186 -0.189436488
#> [20,] 0.1809176 -0.33785169 0.17043799 0.36398524 -0.3296105275 -0.108472631
#> [21,] 0.1755778 -0.32842713 0.28064739 0.36448078 -0.0076955444 0.110525757
#> [22,] 0.1701359 -0.24586560 0.34774863 0.13026513 0.2364753089 0.206400486
#> [23,] 0.1777346 -0.11572803 0.35185109 -0.21282868 0.3576546375 0.104974212
#> [24,] 0.1775066 -0.04867468 0.34526569 -0.35514840 0.2873381077 0.105936381
#> PC7 PC8 PC9 PC10 PC11
#> [1,] -0.38372430 -0.264500702 -1.625848e-02 -0.06451018 0.12784632
#> [2,] -0.10908276 -0.140073473 -1.676729e-03 0.26619776 -0.23073409
#> [3,] 0.14879386 0.061491251 9.611151e-02 0.14988259 0.02010165
#> [4,] 0.21125039 0.139897081 1.096553e-02 0.12293547 0.20931728
#> [5,] 0.24932012 0.163964106 -1.756106e-02 -0.04133501 0.26925371
#> [6,] 0.12109964 0.098007958 -5.208948e-03 -0.15370641 -0.05052864
#> [7,] -0.17260741 -0.124117936 2.261693e-02 -0.34594119 -0.63840888
#> [8,] -0.40561894 -0.186756589 -4.272842e-02 -0.31712287 0.33068614
#> [9,] -0.26755833 0.012000062 -1.059258e-02 0.21237872 0.19209211
#> [10,] -0.01629406 0.243083026 -5.534339e-05 0.40147052 0.03012092
#> [11,] 0.09572981 0.240894294 1.263940e-01 0.09968834 -0.17983403
#> [12,] 0.20106184 0.102522926 3.260611e-02 -0.13322336 -0.17364518
#> [13,] 0.24737656 0.012378738 5.489923e-02 -0.22515605 -0.04351480
#> [14,] 0.25230298 -0.110206871 -9.388093e-02 -0.22851621 0.07047194
#> [15,] 0.18411452 -0.199465627 -2.422931e-01 -0.15968749 0.17172463
#> [16,] 0.04657624 -0.270927544 -1.504401e-01 0.12294387 0.03810293
#> [17,] -0.07503523 -0.208933139 -3.253665e-02 0.28526478 -0.06578115
#> [18,] -0.13144163 0.005142788 2.075637e-01 0.20399308 -0.03694723
#> [19,] -0.15553210 0.339157046 4.641880e-01 -0.21559349 -0.04108215
#> [20,] 0.02652407 0.220368437 -4.301702e-01 -0.18453852 0.12579105
#> [21,] 0.20002407 -0.248961177 -2.006334e-01 0.16187098 -0.28178299
#> [22,] 0.16314390 -0.335498078 3.980570e-01 0.08754267 0.15555748
#> [23,] -0.13216203 0.116786296 2.431477e-01 -0.12960181 0.13273232
#> [24,] -0.29780665 0.389336628 -4.182150e-01 0.10067935 -0.10820234
#> PC12 PC13 PC14 PC15 PC16
#> [1,] -0.39859192 0.21720301 -0.147986941 -0.001788306 0.12470480
#> [2,] 0.46527851 -0.14734459 0.279289149 -0.025729434 -0.27772247
#> [3,] 0.33798054 -0.27941363 0.002300781 0.005440759 0.25649426
#> [4,] -0.09787362 -0.01441198 -0.114096891 0.063676593 0.18936673
#> [5,] -0.24156753 0.06670699 -0.130448473 0.058446950 -0.12433232
#> [6,] -0.09463103 0.13911920 0.050551874 -0.107218446 -0.28180830
#> [7,] -0.06010520 0.24270697 0.114382807 -0.086141650 0.16790798
#> [8,] 0.12682018 -0.41093876 -0.158497967 0.216936358 -0.19249525
#> [9,] 0.06866228 0.02881416 0.152640073 -0.202205846 0.29755750
#> [10,] -0.04767142 0.28887988 -0.062141267 -0.280801969 -0.12960412
#> [11,] -0.13356874 -0.04586300 0.011692089 0.224011792 -0.15179523
#> [12,] -0.08104127 -0.16599093 -0.022693426 0.379238281 -0.11802549
#> [13,] 0.07068637 0.01371002 -0.030473499 0.122209369 0.14021372
#> [14,] 0.05142983 -0.08914777 0.063165881 -0.196254368 0.41914359
#> [15,] 0.10133148 0.01031947 0.051796944 -0.469660475 -0.15812527
#> [16,] -0.05717897 0.11005107 0.038018982 0.027263178 -0.38425100
#> [17,] -0.07708630 0.11603790 -0.068312926 0.300462404 0.01870313
#> [18,] 0.02779634 0.02097680 -0.084792954 0.153600053 0.31381077
#> [19,] -0.09658958 -0.21671891 -0.024587447 -0.354942094 -0.16025180
#> [20,] 0.17487519 0.28386958 0.316482212 0.255705841 0.05860040
#> [21,] -0.03333738 -0.21102275 -0.548514412 -0.150994588 0.00635384
#> [22,] -0.23991824 -0.06036099 0.508379529 0.041026910 -0.01595724
#> [23,] 0.45574610 0.42178046 -0.318699742 0.070235233 -0.06945083
#> [24,] -0.21965310 -0.31533081 0.137579774 -0.051829170 0.04674048
#> PC17 PC18 PC19 PC20 PC21
#> [1,] 0.041502553 0.029908476 -0.064046958 0.11806232 -0.026043296
#> [2,] -0.396386377 -0.069105628 0.010840546 -0.22411962 0.068365703
#> [3,] 0.604713511 0.092162385 -0.101475420 0.27291631 -0.128452805
#> [4,] -0.016718876 0.008043549 0.308930080 -0.30403425 0.166570333
#> [5,] -0.226782747 0.029056209 0.130572575 -0.17471091 -0.175298102
#> [6,] -0.186807984 -0.060847087 -0.528870051 0.47756633 0.135924746
#> [7,] 0.165836380 -0.039315930 0.232812910 -0.14879861 -0.065743400
#> [8,] 0.095075272 -0.261750081 -0.014966065 -0.08189307 0.053960813
#> [9,] -0.265918811 0.581742527 0.021684143 0.15063655 -0.071204922
#> [10,] 0.239538174 -0.380143820 -0.144815872 -0.21668832 -0.003586524
#> [11,] 0.059247528 -0.046579107 0.308564403 0.32850149 0.204050415
#> [12,] -0.135116280 0.185195204 0.133475787 0.11370040 -0.141765301
#> [13,] -0.022078004 0.093850528 -0.490512344 -0.37405194 -0.375495569
#> [14,] -0.132179875 -0.161878907 -0.070416800 -0.02990158 0.624787080
#> [15,] 0.010714491 -0.121666287 0.330557254 0.18151716 -0.407361501
#> [16,] 0.268522598 0.272965746 0.034857740 -0.05415275 0.217476008
#> [17,] 0.083091520 0.109042133 -0.167874146 -0.14254770 0.073110352
#> [18,] -0.287121609 -0.439818695 0.049333436 0.24163547 -0.235799353
#> [19,] 0.038952728 0.192720113 -0.007563283 -0.16647936 0.088938795
#> [20,] 0.067753647 -0.012032302 0.036451356 0.02285118 0.014341633
#> [21,] -0.097597744 0.073711855 -0.027812446 0.04321797 0.007604010
#> [22,] 0.078968663 -0.108654166 0.005539032 -0.01496357 -0.056876137
#> [23,] -0.002494031 0.074899660 0.093640289 0.04411946 0.085230591
#> [24,] 0.032773843 -0.044429102 -0.082335009 -0.05754178 -0.054147334
#> PC22 PC23 PC24
#> [1,] -1.771752e-03 -0.022361097 -0.017330672
#> [2,] 5.439614e-02 -0.004379136 0.036278684
#> [3,] 1.318370e-01 -0.113849373 -0.030454055
#> [4,] -5.747891e-01 0.288296385 -0.038079718
#> [5,] 5.968232e-01 -0.200301726 0.044367891
#> [6,] -2.447990e-01 0.063127878 0.022433075
#> [7,] 4.638903e-02 -0.012131503 -0.027408292
#> [8,] -2.367664e-02 0.028362355 0.031719857
#> [9,] 1.603004e-02 0.033966340 -0.012883656
#> [10,] -4.751872e-02 -0.231059412 -0.129001702
#> [11,] 2.019587e-01 0.394422576 0.378067523
#> [12,] -2.813324e-01 -0.512335851 -0.329879406
#> [13,] 3.688400e-02 0.392532292 0.058565366
#> [14,] 1.717690e-01 -0.178954795 -0.024248300
#> [15,] -1.729596e-01 -0.017129124 0.243406615
#> [16,] 1.588112e-01 0.277492446 -0.494783098
#> [17,] -1.199619e-01 -0.294246451 0.563181449
#> [18,] 7.034611e-02 0.162696081 -0.309363475
#> [19,] -3.138306e-02 -0.056526814 0.039694518
#> [20,] 6.429062e-05 -0.004603422 0.005870734
#> [21,] 2.420392e-02 0.044415917 -0.002913406
#> [22,] -2.580610e-02 -0.029620319 0.005618053
#> [23,] 1.638431e-03 -0.041924729 0.007720153
#> [24,] 2.018221e-02 0.038344378 -0.023454618
#>