This function generates the simulation data (exposure X, outcome Y, and potential mediators M).
For each subject i = 1, ..., N:
\(X_i \stackrel{i.i.d}{\sim} N(0, 1)\)
\(M_{i,v} = a_v X_i + e_{1_{i,v}}\), where \(e_{1_{i,v}} \stackrel{i.i.d}{\sim} N(0, 1), v = 1, ..., V\)
\(Y_i = X_i + \sum_v b_{1_{v}} M_{i,v} + \sum_v b_{2_{v}} X_i \times M_{i,v} + e_{2_{i}}\), where \(e_{2_{i}} \stackrel{i.i.d}{\sim} N(0, 1)\)
The first three M variables (M1,M2,M3) are set to be the true mediators (i.e., having non-zero a and b_1 coefficients), X x M1 is set to be the true exposure-by-mediator interaction term (i.e., having non-zero b_2 coefficients), and all other coefficients are set to be 0.
Arguments
- N
sample size
- V
number of potential mediators
- es
effect size, representing the value of a, b1, b2 of the truth
- seed
seed. Default is 1234.
Examples
dat_gen(100, 50, 1)
#> $X
#> [1] -1.045697393 0.432286631 1.235759026 -2.179335328 0.583316744
#> [6] 0.659910529 -0.416144973 -0.388160150 -0.405902135 -0.730059951
#> [11] -0.319025553 -0.837933352 -0.616775071 0.220250290 1.111359924
#> [16] 0.046272404 -0.352694039 -0.751124742 -0.677425672 2.561313558
#> [21] 0.289574300 -0.332459569 -0.282541449 0.613647879 -0.534603414
#> [26] -1.285778922 0.728309041 -0.863091800 0.141002284 -0.775769360
#> [31] 1.253537078 -0.317432948 -0.550254258 -0.342985364 -1.465874107
#> [36] -1.006423917 -2.014403847 -1.179037432 -0.136928903 -0.307779934
#> [41] 1.599212990 -0.907881488 -0.695538832 -0.123318006 -0.833904731
#> [46] -0.808192244 -0.946387327 -1.090420510 -0.365456430 -0.338596594
#> [51] -1.642035849 -0.423448762 -0.947951867 -0.854436217 -0.005523449
#> [56] 0.716660455 1.796664364 -0.613887322 1.754940327 -0.996656233
#> [61] 0.809782868 2.693885431 0.121466257 -0.510622391 0.148502787
#> [66] 1.925364377 -0.977539636 1.517902103 1.479807533 0.491071222
#> [71] 0.162936795 -0.297396872 -0.208842177 0.801517383 2.217264880
#> [76] 0.003348578 -1.228527170 -0.564333972 0.413203219 -0.159594311
#> [81] -0.020935986 -0.013174298 -1.210208807 -0.016950755 1.002577343
#> [86] 0.850623201 0.703659261 -0.244891412 -0.034679255 -1.033214514
#> [91] 0.103148523 0.410150904 1.854555869 1.153194822 -0.337335635
#> [96] 0.510065048 -0.973557485 1.030426030 1.124723747 2.267888113
#>
#> $Y
#> [1] -0.24528397 0.03802551 1.02284857 -0.37880483 -0.26462865 0.25466304
#> [7] -0.61681934 0.21282602 -0.52922462 -0.94361659 0.22347002 -0.49276154
#> [13] -0.33944738 -0.07098531 0.44335341 0.21172849 -0.54641431 -0.68622064
#> [19] -0.23946088 3.20184151 0.39201300 -0.37550351 -0.11523105 0.65911739
#> [25] -0.10047831 -1.04913430 0.91361851 -0.63339332 -0.05718241 -0.91378865
#> [31] 1.30357475 -0.24075320 -0.72198911 0.19633357 -0.83529277 -1.29440481
#> [37] -1.23791493 -0.38476251 -0.10091248 -0.71166993 1.23232784 -0.52928757
#> [43] -0.82947329 0.28232904 -0.78135787 -0.23425189 -0.62092144 -1.43950122
#> [49] -0.11843740 -0.42575292 -1.27462026 -0.05255457 -0.87475948 -0.66801203
#> [55] -0.87875662 0.97588464 2.06849698 -1.02916975 1.22278595 -0.34298333
#> [61] 0.73580761 3.40652932 -0.22816253 -0.82993540 -0.38903142 2.23111580
#> [67] -1.07682915 1.44285809 0.98783657 0.83317889 0.07890887 -0.35230509
#> [73] -0.50916375 0.07920760 3.42188260 -0.42743736 -0.83908995 -0.45911921
#> [79] 0.13715957 -0.11367822 -1.34505934 -0.75178590 -1.50360771 0.29057966
#> [85] 0.92831675 1.68881507 0.97387903 -0.51035602 -1.03489771 -0.76124134
#> [91] 0.26526339 -1.41555878 0.76338360 1.26823420 0.48762440 0.60095405
#> [97] -1.01264199 -0.02538765 1.14605852 1.18837568
#>
#> $M
#> M1 M2 M3 M4 M5
#> [1,] -0.47616244 -0.497988983 -1.04476468 -1.07912109 1.207473561
#> [2,] -0.05751073 0.675597484 -0.32910312 0.05188498 -1.171091759
#> [3,] 0.89036679 0.880248978 0.68906589 -0.35785406 0.911375789
#> [4,] -1.92192485 -1.136752962 -0.75420808 -0.78588427 0.029773017
#> [5,] -0.19788207 0.514099794 0.39778278 0.39333430 2.066342316
#> [6,] 0.55461051 0.877870830 0.01410139 0.15692154 -0.114721035
#> [7,] -0.95333675 0.878704925 -0.58882954 1.32990068 -1.496594795
#> [8,] -0.18492174 0.392955419 0.79388466 -0.98481214 0.676813307
#> [9,] -0.06608733 -0.366481737 -0.54522519 -0.44417715 0.528975593
#> [10,] -0.58137922 -1.385527534 0.02447800 -0.04760664 0.128374378
#> [11,] -0.39217588 -0.039425562 0.74671784 -1.24118681 -0.990036384
#> [12,] -1.07743822 -0.966294276 -0.25108955 -0.23544866 -0.755749693
#> [13,] -1.24522506 0.497792758 -0.66538346 -0.61466797 0.133757602
#> [14,] 0.72389043 -1.065936544 0.12193594 -1.90373221 1.264883965
#> [15,] 0.77180291 0.377740150 0.40709767 -0.23467072 -0.244992627
#> [16,] 0.58823607 0.217192458 0.82587636 -0.45875978 -0.790773697
#> [17,] -1.15328477 -0.457099183 -0.31925778 1.03413657 -2.763748957
#> [18,] -0.44073409 -1.048446895 0.51760143 -0.52144289 0.679413576
#> [19,] -0.03410161 -0.788648617 -0.79471602 0.51876926 0.607384901
#> [20,] 1.76186422 2.108762549 1.24534341 0.14723616 1.556704729
#> [21,] 0.04094334 0.713698204 0.28473044 -1.08811664 1.726289073
#> [22,] -0.81379013 0.118798688 -0.19426787 0.35456090 -0.006651813
#> [23,] 1.21894217 1.269807921 -0.50245166 -0.07549210 1.545210701
#> [24,] 0.93232405 1.131521045 -0.61632649 0.16822047 0.148763342
#> [25,] 0.87633799 -0.279448964 -0.32124841 0.60878928 -0.580812077
#> [26,] -0.88099402 -1.457137037 -1.28806382 0.12156500 -0.765741773
#> [27,] 0.04140076 2.419122751 1.17362659 1.43904251 -0.226135839
#> [28,] -1.70303026 -0.238090424 -1.16669699 0.12298934 0.392232910
#> [29,] -0.37678083 -0.482502765 0.82195585 -1.10346471 0.117851445
#> [30,] -0.41786085 -0.517099197 -0.91464464 0.68386020 0.363595998
#> [31,] 1.56945707 0.539770421 1.00449721 -1.07561651 0.361512826
#> [32,] -0.07548309 -0.517680981 0.37869179 -1.69888787 0.916621765
#> [33,] -1.24196675 -1.135354647 -0.68483832 -0.70580018 -0.146733278
#> [34,] 0.19902109 -0.264504189 0.14043545 -0.64735966 1.907815164
#> [35,] -2.22506791 -0.904925586 -0.99970912 -0.52452077 0.618530600
#> [36,] -0.99727082 -1.552064261 -1.37697659 1.45838598 -1.137502506
#> [37,] -1.67434486 -3.744208484 -1.47183820 1.48421251 -0.150466642
#> [38,] -2.23213262 -1.102780352 0.28574567 0.66973464 0.702701920
#> [39,] 0.52135660 -0.181720617 -0.22127185 -1.12122803 -0.295155371
#> [40,] -0.68450395 0.090324266 -0.72058207 0.04023764 0.518739490
#> [41,] 0.86576823 1.045403001 1.00495173 0.45573367 0.614980247
#> [42,] 0.31088293 -0.451907966 -0.36945450 -0.10320055 1.550554444
#> [43,] -0.07256241 -1.349995497 0.17056422 0.17331012 -0.554207062
#> [44,] -0.19238269 0.299417405 0.66222426 -0.82656705 0.129176900
#> [45,] -0.25675212 -0.189107490 -0.46948759 -1.13357304 -0.463776606
#> [46,] -0.31911190 -0.494546021 0.23245893 1.28018413 -1.066019115
#> [47,] 0.47196586 0.174452536 -1.09922338 0.25894567 -1.843083446
#> [48,] -0.60525651 -0.584953226 -2.21017500 -0.34621643 0.357838037
#> [49,] 0.06889912 -0.178044812 -0.53498448 0.31079464 0.794939532
#> [50,] -0.02375765 -0.156830902 -0.54605837 1.86649109 0.835408656
#> [51,] -1.45428456 -0.945866980 -2.54867207 0.34428306 -1.348990152
#> [52,] -0.25948040 0.332282456 0.09355781 1.28344282 -1.068758812
#> [53,] 0.45390240 -0.452915041 -1.11280441 1.24416527 -1.081113194
#> [54,] -1.24841345 -0.241912227 -0.69310392 -0.34512256 -0.594011608
#> [55,] 0.05272702 -0.897140951 -1.02054146 0.70237671 0.330568739
#> [56,] 1.43526313 0.134735567 0.82146352 -0.56365019 0.787315915
#> [57,] 1.07517165 2.163714943 2.38553881 -1.30017049 -0.730040494
#> [58,] -1.20352897 -1.380524940 -0.95743525 -1.05659953 -2.936145173
#> [59,] 0.59897636 1.291287939 1.06799058 -0.11367178 1.174148632
#> [60,] -1.00744365 -0.519416720 0.61557352 1.62880495 0.809708743
#> [61,] -0.05291974 1.131039976 1.13049916 0.11336728 -0.607144154
#> [62,] 1.69068350 1.523880179 2.98000947 -0.69944345 -1.008456546
#> [63,] -0.23466992 0.087202716 0.08042526 0.22581367 -0.175593856
#> [64,] -0.51846146 -1.681963656 -0.42316423 0.64455644 0.263726958
#> [65,] 0.36218724 0.230525392 -0.22694690 -1.14036231 0.925881255
#> [66,] 1.77041569 0.769926176 2.17468257 -0.92497182 1.643798848
#> [67,] 0.46075481 -0.951508986 -1.45530327 -1.71922801 -0.766481121
#> [68,] 0.99494927 0.126088578 1.18507456 -1.11740030 0.460314986
#> [69,] 0.79069985 1.187855496 0.93267083 -0.77520472 1.583601487
#> [70,] 1.35247709 0.695563444 1.77321232 -0.24190522 -0.822953432
#> [71,] 1.28477838 -0.204517192 -0.28098636 1.28226917 -0.092457470
#> [72,] -0.20867856 0.949159169 -1.15923603 0.81530081 -1.759651559
#> [73,] -0.41050006 0.211873071 0.01994956 0.26396201 0.456761867
#> [74,] -0.74441232 1.106494393 0.49818298 -0.48792606 -0.542899255
#> [75,] 2.52986873 2.852134900 0.89911504 -0.01649633 -0.848354181
#> [76,] -0.61572776 -0.555195298 0.09258969 0.50990424 -0.692303284
#> [77,] -1.68721962 -0.401282822 -0.96696421 -0.43185956 0.625861073
#> [78,] 1.71307180 0.183477464 -0.79700643 0.96792217 -2.180567534
#> [79,] 0.42818071 0.175929674 0.59508804 1.00229510 -0.310716916
#> [80,] -0.16513831 0.002872535 -0.31163105 -1.02511220 -0.943926647
#> [81,] -1.96541377 -0.821668242 -1.19015945 -0.64936031 -0.888380269
#> [82,] -0.10849802 0.209200752 -1.71118101 1.10016154 0.658297631
#> [83,] -0.19745745 -1.433124163 -1.15158921 -1.49142023 0.526015850
#> [84,] 0.25009984 0.444274287 0.93083748 0.39536584 0.032140945
#> [85,] 1.32088119 0.028342287 1.19358919 0.22861108 0.725991333
#> [86,] 1.96707962 0.705218948 1.33805212 2.88148529 -0.500821903
#> [87,] 1.29032308 -0.203689784 1.09320684 -2.42495865 -2.030748348
#> [88,] -0.55980570 -0.447238166 0.05017153 -0.73343523 1.390093920
#> [89,] 0.44175708 -1.205594899 -0.98785151 0.62311198 -0.100993737
#> [90,] -0.89843550 -0.736198954 -0.53076367 1.51889316 -0.245671962
#> [91,] -0.33457580 0.646595133 1.10065634 0.77146148 0.316918727
#> [92,] -1.74777447 0.304877832 -1.91672110 -1.25961502 0.971882046
#> [93,] 0.72570790 -0.040207702 0.70168890 2.02491404 0.606035649
#> [94,] 1.12871625 0.265115175 1.46127073 -1.55414775 1.145558624
#> [95,] 1.25750856 0.804482684 0.12754208 -0.97721244 0.197013590
#> [96,] 0.68345805 1.499828649 0.84359642 -0.01912328 -0.395518618
#> [97,] -0.28053869 -1.596684089 -0.33017166 2.01255481 -0.176087125
#> [98,] 0.01956557 0.355430106 1.01883985 0.47292339 1.033225558
#> [99,] 0.87991324 0.919404886 0.74223125 0.67358978 -0.766896005
#> [100,] 0.11140414 1.690060134 0.88203599 1.56702803 -0.879220328
#> M6 M7 M8 M9 M10
#> [1,] 0.436667907 0.46271567 -1.12827975 -2.69477741 -1.2268588686
#> [2,] 0.761981048 1.44809078 -1.52209251 -0.34456462 0.4220389032
#> [3,] -1.744342587 -0.21134036 -0.07291790 -1.36325951 -1.5921505340
#> [4,] 0.949366243 -1.24940286 1.94118024 0.63041031 0.7874314413
#> [5,] 0.108570526 -0.36527362 -0.12736789 -0.35998341 0.8613856709
#> [6,] -0.101614313 -0.55473993 0.82192365 0.93050119 -1.9934730819
#> [7,] 1.299988098 0.33386692 -1.21345212 0.51425526 1.1196082816
#> [8,] 1.705212079 -0.94673661 -0.25960835 0.08618715 -0.1535200803
#> [9,] -1.152801853 0.69208256 0.59331104 -0.01670190 -0.6452179623
#> [10,] 1.196299431 -1.18084889 -0.40395371 -0.28188398 0.5799696596
#> [11,] -0.592110437 1.78317162 0.83061318 0.25659911 1.4935272810
#> [12,] 0.239607924 1.47267816 0.73185057 -0.99917862 1.8048710873
#> [13,] 0.618854557 -0.45481500 -0.70470772 0.71107367 -1.2216200147
#> [14,] 0.240496087 0.14306142 -0.85545661 -0.31342483 -0.3868288704
#> [15,] -1.496035208 -0.37852009 2.53328525 -0.64937222 0.2523284511
#> [16,] -0.455381337 -1.22405198 -0.22810547 -0.24812766 0.1643875309
#> [17,] 1.770785477 -2.70123537 -0.01245706 1.86517434 -0.3948622113
#> [18,] 0.283599216 -0.02462863 -0.07868340 -1.62309639 -2.4708408881
#> [19,] -0.813800369 -0.03404943 -0.63484590 -0.26997089 -0.2124924213
#> [20,] -0.618070143 1.66834998 -1.02330045 0.16737527 -1.2011101231
#> [21,] 1.246252450 -2.02515831 -1.24933297 -0.45126411 0.1283917035
#> [22,] 0.472142667 -0.67145714 0.96996187 -0.32989841 -0.8245746825
#> [23,] -0.880564339 0.89435946 -1.08727634 0.43217305 -0.0365597234
#> [24,] 0.102412396 0.34847863 0.70309080 0.27869216 -0.7193087002
#> [25,] 0.744787232 0.12446765 1.50335677 -0.58195008 -0.3547132333
#> [26,] 1.969772539 -0.62941352 1.23395251 0.60990058 -0.3212535596
#> [27,] -0.863768457 0.20487131 -0.16985810 0.23737217 1.5457798754
#> [28,] -0.317794428 -0.23866654 -0.60357085 0.72408284 0.8761418512
#> [29,] 1.179386801 0.11625103 -1.18778806 -1.20948248 -0.1620524608
#> [30,] -0.403938620 -0.58592602 -0.03972212 -0.67236911 -1.2497226926
#> [31,] 1.684399142 1.20760923 -0.27148701 -0.12001973 1.2384679305
#> [32,] 1.230672052 1.07701160 0.14960158 0.98595218 -1.4797238669
#> [33,] -1.709479858 1.35807107 -0.67361120 -0.44297963 -1.2018381593
#> [34,] 0.556871721 -0.37193972 0.66145903 -0.92680718 -0.7572616488
#> [35,] -1.448486910 -0.30814543 0.75363772 0.80609181 -0.9718641978
#> [36,] -1.498024109 -0.35479163 1.14528362 0.51188183 -0.8967337039
#> [37,] 0.172215371 1.39602993 2.41628206 -1.11192816 1.5007352869
#> [38,] 0.157284697 -0.30345855 0.19464048 2.03034548 -0.0240589618
#> [39,] 0.060008433 0.09997973 -0.64279262 1.50412560 -0.6912380270
#> [40,] 1.471163377 0.38787319 -0.10334269 -1.26871593 0.8272110116
#> [41,] 0.416549450 0.68944452 -1.78224232 2.13280345 0.3084138886
#> [42,] -0.636738577 -0.27092076 0.12104924 -1.59536205 -1.2430144163
#> [43,] 0.225710570 2.38272729 -0.48051854 0.16300926 -0.5217239201
#> [44,] -0.464079789 -0.94084257 0.41998212 -1.03089077 0.6762084516
#> [45,] 0.021488706 -1.44754464 -0.31067634 -0.29700019 2.2263810195
#> [46,] -1.153468235 0.04380023 -1.51487490 -0.26989521 1.8232697284
#> [47,] -0.029793003 1.79534918 0.01998622 0.37507344 1.0089369982
#> [48,] 0.207592912 0.05440783 -1.48483961 -1.01462460 0.0778403909
#> [49,] -0.667917704 0.11225571 0.95160273 -2.58243506 -1.7964032246
#> [50,] 0.140455587 0.87726637 -2.00034980 -0.02697972 -0.7076335713
#> [51,] -0.610279510 -0.09963826 -0.17324031 -0.65199583 -0.1435857238
#> [52,] -0.605099984 0.10613392 0.47625229 0.26742586 0.6285778036
#> [53,] -0.126838546 1.22783415 -1.66497873 -0.74975892 0.1571370521
#> [54,] 0.629642150 0.09603108 1.49519270 0.82579545 0.1559537035
#> [55,] -0.127815768 -0.76286100 -0.97821856 0.09305017 2.1038710817
#> [56,] 0.303072340 0.40181966 -0.56784948 0.64442648 0.5163505927
#> [57,] 1.151004812 -1.10737922 0.15722253 -0.89036867 -0.2148652637
#> [58,] -0.214775056 -1.47976569 -0.38466412 -0.13790914 -0.3767861907
#> [59,] -0.017144500 -0.12374073 -1.14129296 0.39536930 0.1964570571
#> [60,] 0.651852652 -1.11693201 0.42358352 -0.02080284 -0.7978894144
#> [61,] -1.273314609 0.59066575 -0.58722317 1.65331300 1.5893587522
#> [62,] 0.687291131 -0.14834693 0.52878544 -1.81986087 -0.2225093129
#> [63,] -0.486457253 -0.77721552 -0.56610905 0.79109272 -0.4862545691
#> [64,] -1.142625118 1.64859061 -1.05607982 0.07886845 -0.8631991473
#> [65,] -1.828033945 -0.11077349 -0.12208875 0.97314495 1.1162943157
#> [66,] -0.682317385 1.44431806 0.68355152 -0.02985797 -1.3055764425
#> [67,] -1.177611860 -0.11430727 0.24274804 -2.56582707 -0.4208014055
#> [68,] -1.186583576 -0.33347151 -0.08343455 0.46862177 0.4341304544
#> [69,] 1.866126910 0.38002787 -2.12858373 -0.14467584 -0.0263949738
#> [70,] -1.223248354 1.04650348 1.55191576 -0.88500589 0.3665835897
#> [71,] 1.180909927 2.74804457 -0.06286849 -0.56535157 -1.3481734065
#> [72,] 0.688835768 -1.04993863 -0.95511121 0.11847387 -0.3784908006
#> [73,] -0.867075648 -0.18538776 -0.23800271 2.41961773 -1.7726718539
#> [74,] -0.569437662 1.09511964 0.26324843 0.24571667 -0.8294118939
#> [75,] -0.350711009 0.34769969 -1.66360783 -0.87573087 1.3486780489
#> [76,] 0.302765567 -0.18936144 0.75703652 1.89296556 0.3688171944
#> [77,] -0.283390008 -1.32195303 0.24763221 -0.35606585 0.1854727055
#> [78,] 0.995225240 -0.28207390 1.28266303 -0.73172186 -0.9295284357
#> [79,] -0.222854528 -0.18673208 1.04800263 -1.13263140 -0.5171874664
#> [80,] -2.260351855 -0.08217932 -0.60207531 -0.58200257 -1.0200757508
#> [81,] -0.009090414 1.63777171 -0.55047411 1.92326799 0.1507154846
#> [82,] -1.919376864 -0.46816112 -1.09751187 0.93554887 0.9294315113
#> [83,] 1.115956249 -1.59932619 -0.41125527 0.77227302 0.4195527267
#> [84,] -0.717904761 0.50488239 1.00286909 0.20581993 -0.5837169411
#> [85,] -1.117813187 -0.11281754 1.92087479 0.33688977 0.6970600674
#> [86,] -0.547977179 -0.20662449 0.98560431 0.63087611 0.5166324849
#> [87,] 0.732340434 0.64614733 -2.00097558 0.27229246 1.0148718696
#> [88,] -1.991840701 -2.95031879 0.87025835 0.21391285 -0.3900380488
#> [89,] 0.371754332 -0.56128354 1.10238824 0.98093530 -1.1984419259
#> [90,] -0.962226187 -0.15495083 0.64888300 -0.09423719 -0.0004017071
#> [91,] 0.086332867 0.61540620 -0.94529363 0.30989036 0.4234734871
#> [92,] 0.834409253 -0.26415203 1.13296680 -0.79677523 1.7982654259
#> [93,] 0.715368010 -1.01967493 0.77021656 1.58603079 0.0159105804
#> [94,] 1.730853300 0.37911930 0.69786242 1.40241990 0.5594536109
#> [95,] 0.236043648 0.02059386 -0.43258993 -1.67519869 0.0010273088
#> [96,] -0.667307828 0.11307078 0.89625897 -0.14269812 2.4518977237
#> [97,] 2.438879754 1.17512502 0.10120119 0.59302240 1.5562866703
#> [98,] -0.234343225 -0.54967066 -0.09300185 0.52857057 -0.1620691590
#> [99,] 0.974261471 -1.26747382 1.59052037 0.79562819 -0.0472762552
#> [100,] 1.108536289 -1.29875679 0.80025391 -0.36292035 0.0684121485
#> M11 M12 M13 M14 M15
#> [1,] 0.12355529 -1.62028611 1.014835099 -2.266129279 1.86464617
#> [2,] -0.57028920 2.37390220 0.295977127 -1.769184867 -1.29317265
#> [3,] 0.09025799 0.77990599 1.984097692 2.149201896 -0.63623113
#> [4,] -0.70395013 -1.76095820 0.377793865 -0.232598296 -0.48511399
#> [5,] -1.11352758 1.05526979 -0.603616684 1.476073231 -0.23897346
#> [6,] 0.83052999 0.96124040 0.017629014 1.800212409 -0.30505486
#> [7,] 0.67935755 0.48124689 0.613252966 0.098695583 0.52943786
#> [8,] -0.57329152 0.28004734 -2.392775420 -0.030198502 -1.18979924
#> [9,] 1.30957331 0.01193747 -0.190586441 0.184309301 -0.45630215
#> [10,] -0.18922781 0.51218792 -0.046478794 0.721957133 -0.48564373
#> [11,] -0.28243053 -1.23028971 -0.340945591 0.856993541 -0.30331469
#> [12,] -0.96774145 -0.82598223 -0.036132093 -2.276057568 -0.53321737
#> [13,] -0.01719264 -1.19799701 -2.183901015 0.018499875 1.27384924
#> [14,] -0.13240079 -0.31596000 0.273830498 0.647819532 0.83970603
#> [15,] 0.07677489 0.01373831 -0.086945862 -0.223365159 0.30931896
#> [16,] 0.46305122 0.49414403 -0.607767139 0.216922284 -1.34363904
#> [17,] 0.93502337 0.41713463 -3.101184070 0.958538163 3.00405571
#> [18,] 0.34260358 1.38410659 -0.522393785 -0.198440054 1.00581622
#> [19,] 1.02294816 0.48913613 0.034129576 1.675828480 1.30459886
#> [20,] 1.09745091 1.18432910 -0.164933906 0.469294910 -1.81987427
#> [21,] -2.98970650 1.01673059 -0.729988096 -1.809373302 -0.15156593
#> [22,] -0.36334606 -0.76174279 0.247980642 -0.242440311 0.83896051
#> [23,] 0.59066529 0.65158364 -1.047229513 0.597244693 0.45888348
#> [24,] -1.13749618 0.33744557 0.644948296 0.146747815 0.68000651
#> [25,] -0.97487950 -0.01524854 0.777872909 -1.560503359 0.66139683
#> [26,] 0.28770345 -1.09396237 0.916431605 -2.130049262 -0.36400126
#> [27,] -0.44379214 0.47929717 0.749610453 -0.109925912 -0.17967737
#> [28,] -1.76332459 -0.07374269 -0.460283557 0.730375598 -0.85500478
#> [29,] 0.93426080 -0.51529018 -0.116354187 -0.821849220 1.15818745
#> [30,] -0.85233204 0.83217819 1.218680772 0.385924791 -1.87243537
#> [31,] 0.40288712 0.90584208 0.552086961 0.611843815 -0.20952030
#> [32,] 0.42956516 0.78055956 0.274510354 1.050006845 0.88289934
#> [33,] 1.56373201 -2.89538349 1.254533080 0.619291483 -0.13662213
#> [34,] 0.20876843 -1.08755815 -0.749065561 0.238636685 1.52141641
#> [35,] 0.68852859 0.84772710 -0.063573736 -1.776343736 0.91230747
#> [36,] 1.17435894 -0.92723258 1.278005451 -0.599498847 -0.79448864
#> [37,] -0.40794954 0.29000135 -0.352707189 0.920575125 0.01116610
#> [38,] -1.68566380 0.05198548 0.051778885 0.468457632 0.08255687
#> [39,] 0.15390911 1.02723774 -0.244311996 -1.033109393 0.34007155
#> [40,] 1.36391535 -0.89034805 1.206967575 0.320661039 -0.45699732
#> [41,] -1.43068591 -0.20194694 0.052228414 -0.138758112 -0.54588800
#> [42,] 1.04296517 0.22289205 -0.019447832 1.372266919 -0.19127703
#> [43,] -0.05379013 1.20156370 -0.806225452 -0.072060375 0.98314342
#> [44,] 0.10946803 -0.32809132 -0.530015140 -0.466049053 1.19435302
#> [45,] -0.34948456 0.16538114 -1.739675564 -0.323972037 -0.53233733
#> [46,] 1.06825153 -1.55755313 0.340423775 -1.010337633 0.12633795
#> [47,] 1.46440159 0.52683935 0.801073574 1.403908754 -0.92937488
#> [48,] 1.61444468 0.07720523 -1.495977849 0.149538686 -0.68695705
#> [49,] -0.98178407 0.53344025 0.331770561 -0.705270409 -0.54025141
#> [50,] 0.78434384 -0.57419071 0.255644471 0.409204845 -1.24535820
#> [51,] -0.37706842 1.63692686 0.115189572 0.921324113 -1.93587501
#> [52,] -0.99815842 -0.28847450 -0.015009365 -0.503587299 0.83883514
#> [53,] 0.40651540 -0.01318037 1.628498334 -0.374070653 0.47668660
#> [54,] -0.01064652 -0.25245260 0.259924063 -0.100070630 -0.76047536
#> [55,] 0.81752357 0.75180379 1.383443805 -2.261230257 1.02886037
#> [56,] 1.84105443 -0.95161436 0.383975160 0.138690601 1.88128665
#> [57,] 1.06811202 0.07155376 0.422140338 0.013122506 -2.47833626
#> [58,] -0.70386238 0.46514783 -0.657497929 -0.325734583 1.22099072
#> [59,] 0.15052619 -1.45458525 2.738529822 -1.170263574 1.29860952
#> [60,] 1.45324137 0.09925187 -0.153008458 1.150941521 0.22309307
#> [61,] 1.20897857 -0.76737774 -0.613072891 -0.543278079 -0.45192191
#> [62,] -1.61326726 1.36629440 0.311863531 0.116293979 -1.03028410
#> [63,] 0.97576270 0.60263249 0.339996610 2.316166689 -0.80847753
#> [64,] -0.34057795 -1.96082969 0.670665576 -0.692617971 -0.56550942
#> [65,] -0.63193312 0.82879092 -1.051891594 -0.778170863 -2.03436633
#> [66,] -1.11864189 0.08872612 -0.234338141 0.136957743 -0.57506509
#> [67,] -0.31120332 -0.73311715 1.564754074 -0.351713223 1.05757071
#> [68,] 0.71210117 -0.51608112 -0.597769466 -0.582331678 -0.68367920
#> [69,] 1.47577089 -1.48296470 -0.464554869 0.421628403 1.63583480
#> [70,] 0.14979427 0.26643176 0.551330435 0.220923723 0.02099214
#> [71,] -0.06700683 -1.86946322 -0.727189527 -1.229704986 0.18202907
#> [72,] -0.19924351 -0.28893515 1.102459556 -1.570257238 0.54637858
#> [73,] 0.98330045 0.33919806 0.353964964 0.631284623 -0.86773606
#> [74,] -1.09817606 -0.05300886 0.004003649 -0.968102096 -0.70281979
#> [75,] 0.26344392 0.76537881 -1.763327156 -1.097099044 -0.35242192
#> [76,] 1.05267231 -0.08764707 -0.455069440 1.341017618 1.84345653
#> [77,] 1.09382077 2.29475480 2.048305198 0.050303081 0.49747065
#> [78,] 0.43431125 -1.04762599 -0.390671470 -0.634479903 -0.02341746
#> [79,] -1.18120293 1.48265652 0.597747399 0.826304395 -1.04528235
#> [80,] -0.83212588 -1.84408532 -1.062217497 1.416756665 -0.01638422
#> [81,] -0.72923157 -1.27744135 -1.762264449 1.061669751 0.46345475
#> [82,] -1.46852525 -1.09182390 0.655583649 -1.159726628 -0.28950166
#> [83,] 0.04864872 -1.74560556 1.433390320 -0.708409717 -0.81672951
#> [84,] 1.25859572 1.42524593 -1.713570370 0.318118967 -0.87514682
#> [85,] -2.49486757 0.94949205 0.799250866 -1.552391403 -0.14882689
#> [86,] 0.78342538 1.30559042 0.257743253 -0.459148737 0.41316159
#> [87,] -0.19957666 -0.78332731 -0.475063422 -0.050126407 1.04070571
#> [88,] -0.77898833 -0.05067358 1.748703939 -0.107001391 -1.26408430
#> [89,] 0.79531174 1.03895271 -1.146730535 0.214333470 -0.72964681
#> [90,] 0.67090994 0.97779152 -0.213581524 0.169556650 -1.97524631
#> [91,] 0.10612943 0.44992252 0.612597339 0.956599256 0.18105683
#> [92,] -0.93293580 0.02586053 -1.228018217 -0.093266632 0.78694661
#> [93,] -0.71324814 -1.36906731 1.072454127 -0.957410763 0.32508452
#> [94,] -1.64646102 0.18571999 -0.210127395 -0.168866400 1.29947783
#> [95,] 1.93157191 -0.32926541 1.201940470 -0.267462611 0.65428404
#> [96,] -0.15143425 -0.83143445 -0.114619708 0.009815533 -0.51594656
#> [97,] -0.76403428 1.52173150 -0.862867202 1.613316968 1.51732549
#> [98,] -2.20259913 -0.88088770 -1.499268631 0.596160701 0.51430974
#> [99,] -0.43155730 0.11524174 -1.533486041 1.956611368 0.64882831
#> [100,] -0.55395697 0.40339997 -0.246817894 1.205108060 -0.85057149
#> M16 M17 M18 M19 M20
#> [1,] -0.02467953 -0.58992970 -0.614895509 1.18650415 -0.924357156
#> [2,] -0.98810628 1.22672259 -0.583548545 0.74130603 -0.139568630
#> [3,] 0.15044518 -0.30731736 -1.189371565 0.20158608 -0.149536901
#> [4,] 1.57436968 -1.13849825 -0.002732074 -0.16442181 1.020148423
#> [5,] -0.23092608 1.31743516 0.319520195 -0.23221765 -1.536672761
#> [6,] 0.28688987 -0.38014758 -0.293507944 -1.40215816 -0.988836668
#> [7,] 0.99891123 0.37106310 -1.625533200 0.67048907 -1.612399572
#> [8,] -1.35047597 0.91772719 -0.494538596 0.47972581 0.410520175
#> [9,] -1.13418532 0.23448253 0.263690708 -1.07752358 -0.450477239
#> [10,] -0.69649551 1.08892718 -0.790143485 -0.18288638 -1.701234604
#> [11,] 0.52031545 -0.91709909 -0.668675473 1.35688749 -0.786132039
#> [12,] 0.30201502 1.37513547 -1.207488492 1.34310589 -0.943560539
#> [13,] 1.45732628 -1.90705415 0.429774807 -1.26247430 0.216779436
#> [14,] -1.00053872 -1.09403015 -0.741724754 0.85016268 0.450285991
#> [15,] -0.21263795 -0.72096446 2.825106060 0.14511834 -1.193245256
#> [16,] -1.85952973 0.06523145 0.821716524 0.41837269 0.870117189
#> [17,] 1.82583758 -0.61255447 -0.274414047 -0.89807985 0.368767783
#> [18,] 1.29643518 0.40098023 -0.117850554 -0.20356330 0.159870399
#> [19,] -0.41247266 0.24453965 -0.786966340 -2.13674414 0.187272481
#> [20,] -0.02813980 0.49283106 0.141460312 -0.75912327 0.338072209
#> [21,] 0.08874127 1.26370721 -0.113327212 -0.30749932 0.823569227
#> [22,] 2.00077682 -1.52562953 -1.728183897 1.37372728 -0.525202187
#> [23,] 0.26033840 0.77209047 -1.833957996 -1.09278790 -0.009038266
#> [24,] 0.63141756 -0.41304103 0.438835934 0.32774045 2.458765685
#> [25,] 0.91529671 -0.92878721 -2.275062874 0.10663119 -1.026861944
#> [26,] 0.90560751 -1.86305573 -0.473669847 -1.41099384 0.215091195
#> [27,] -1.43304360 -0.97284814 1.418694820 0.30769538 -1.341037154
#> [28,] 0.95539229 -0.44566844 -1.666038535 1.66326893 0.141164444
#> [29,] -0.69313253 -2.01961990 0.153910397 0.99428341 0.825129922
#> [30,] 0.19091213 -0.50375712 1.339426146 1.19413557 -2.162911258
#> [31,] -1.68736303 0.33094831 0.355855307 -0.21046442 -0.574868249
#> [32,] 0.43459065 -1.40350033 1.075394790 1.01286902 1.973255172
#> [33,] -0.77328566 -0.16303549 -1.019586906 -2.46295351 -0.744991917
#> [34,] -1.93616185 -1.44847304 0.467829578 -1.29599071 -1.328202611
#> [35,] -1.43451926 -0.20796500 0.050109467 -0.16989884 0.360739529
#> [36,] -1.18506022 0.70002450 1.135093705 0.12598926 -0.699189337
#> [37,] 0.76765767 -2.24949923 2.192349077 0.55245565 1.281883051
#> [38,] 0.52981688 2.05410975 -0.013497176 0.76622087 0.921266758
#> [39,] 0.90093483 -1.27858305 0.898602852 -0.46760004 0.667844807
#> [40,] -0.30460615 0.74374834 -0.494492878 -0.49022578 -1.329592144
#> [41,] 0.40237885 1.83605156 -0.453921016 -0.35203840 0.272343573
#> [42,] 0.63002863 -1.06377538 -0.634019381 -0.57392418 0.292110544
#> [43,] 0.13804350 -0.80633398 -1.379526293 -0.11753644 -1.920519592
#> [44,] -0.87399701 0.82166151 -0.051914645 0.92903263 0.513502153
#> [45,] 1.34081898 -0.94259878 -0.156344413 0.49651339 0.219744761
#> [46,] 1.87463384 -1.07653063 0.551018823 -0.44611168 -1.000286331
#> [47,] 2.22241984 1.35834793 -0.319905352 -0.71035216 -0.237438125
#> [48,] 1.10645805 1.53612476 -0.971308219 -0.09639120 1.788410738
#> [49,] 0.03685835 -0.37617538 -0.239505285 -0.20451659 0.653785232
#> [50,] 0.09580607 2.02983402 1.590730041 1.28589923 -1.196739515
#> [51,] -0.08015636 1.66783791 0.298757737 -2.35814161 0.031678967
#> [52,] -0.03809234 -0.22421263 0.135376088 -1.00381333 1.518077703
#> [53,] 0.17131805 -0.93910289 0.862006544 0.66133568 -0.020992774
#> [54,] -1.73181148 -0.80422469 1.545959646 0.70453630 -0.509257210
#> [55,] 0.23342540 1.18655191 1.470436138 -0.66709345 0.995560042
#> [56,] 0.45543462 0.35964073 -0.521192733 -0.20528634 -0.467821922
#> [57,] -0.71913070 0.45773419 -0.193800116 1.88904081 -0.257170866
#> [58,] -1.51832261 -0.17058728 -0.457784189 -1.13468028 0.718163482
#> [59,] -0.13427317 0.01704691 -0.306956165 1.86902369 1.547073664
#> [60,] -2.86993422 -0.62700692 0.299455632 0.34363780 -0.791065161
#> [61,] 1.87912272 0.93062248 -0.566294881 1.10866265 -0.255599744
#> [62,] 0.90635924 -0.47115915 -1.203675422 -0.53687004 -0.112103437
#> [63,] -0.74518386 1.75236502 -0.342241191 -1.15706209 0.752566392
#> [64,] 0.23729460 0.40449302 1.227801132 0.42854818 1.332750093
#> [65,] 0.05840434 0.78970113 1.602503076 0.45261451 1.468039033
#> [66,] -1.42229949 1.25714853 -0.494977836 -0.43127164 -0.254106778
#> [67,] -0.64787164 -0.20342684 0.648727892 -0.90308668 0.785854316
#> [68,] 1.17903691 -1.85393970 -0.240152686 1.37015500 -0.834389768
#> [69,] -0.92265028 -0.74319412 -0.233079582 -1.38321200 -0.532947228
#> [70,] -0.52202753 0.41071300 -0.746962945 1.50511534 -1.124664761
#> [71,] -0.51577552 0.99599776 -1.587552857 -0.60830718 -1.038007875
#> [72,] 1.43781712 0.04139077 1.555277119 -1.95324829 0.480632513
#> [73,] 0.03323939 0.64658269 0.624693982 2.28939215 0.608553121
#> [74,] 0.77140124 0.74625370 -1.786349552 0.40820457 0.144931412
#> [75,] 0.98648200 0.82784194 -0.443089197 -1.10391189 -0.734392351
#> [76,] -0.15419026 0.55873629 1.324936437 -0.37905187 0.216414061
#> [77,] -0.89563678 -0.34201731 -0.021091733 -0.81725927 -1.131891161
#> [78,] 0.39080503 0.82457755 0.058876688 0.34173572 -1.626336861
#> [79,] -0.13286819 -0.64207468 0.669422490 0.15254133 -0.501455795
#> [80,] 1.65167313 0.17596988 0.800775414 -1.28272184 -0.420107778
#> [81,] -0.29275502 -0.64701678 0.463360421 0.28050056 -0.902748019
#> [82,] -0.08541836 0.29998115 0.265924982 -0.69119387 -1.849314529
#> [83,] 0.89862035 0.32219894 1.251140479 0.67390498 -0.431363147
#> [84,] -0.43503600 -0.25966658 1.469183712 0.64167794 0.428100776
#> [85,] 0.20452097 -0.13218880 0.092206745 -0.02285856 0.655650755
#> [86,] 0.71422426 0.25766868 -0.313581523 -0.81194280 1.382168564
#> [87,] -0.17817053 -1.24339109 -0.108805327 -0.47855565 -0.012625012
#> [88,] -0.97795283 0.82073731 0.205036893 -1.04491932 1.993544789
#> [89,] 0.53210569 0.09992350 -0.750097266 0.88308818 0.356278539
#> [90,] -0.05492756 0.36782533 0.476934344 1.42657072 -0.190979581
#> [91,] -1.77855951 -0.32090753 -1.318876091 0.06496655 -1.782770859
#> [92,] 0.48934672 -1.96033244 1.949457613 0.36445562 2.131733445
#> [93,] 0.35286266 0.55944937 -2.428909807 -0.20555972 1.216309011
#> [94,] -1.44068289 -0.40789390 0.040585350 0.24079895 0.518762047
#> [95,] -0.29863188 0.43469855 -0.174859784 1.96898958 0.953949784
#> [96,] 0.04882482 1.80615600 0.388864359 0.28597356 0.887443490
#> [97,] -0.32909398 -1.26695131 -0.501710749 1.40638706 0.721214662
#> [98,] 0.76896206 1.13946185 2.113397381 0.27138050 0.795392147
#> [99,] -1.33892902 -0.51094134 -0.254178039 -1.42393438 0.903386322
#> [100,] -0.72301673 -0.21432144 -0.098345664 -1.23049881 -0.669657396
#> M21 M22 M23 M24 M25 M26
#> [1,] -0.24421449 0.42828695 -0.22591457 -0.75510163 -1.337303583 1.98066951
#> [2,] 0.11043199 0.41409576 0.59745726 -0.01386881 0.719233712 -0.80925652
#> [3,] -0.78351276 -0.75999382 0.73558837 -0.21823470 -1.289484896 -0.52382548
#> [4,] 2.00068424 -0.03051478 1.68314046 -0.70582313 -0.166324776 0.19676833
#> [5,] -1.21420783 -0.94705039 -1.29996925 -1.78465746 -2.134588083 -1.16141431
#> [6,] 0.13309857 -0.78958301 0.29986624 0.46298107 -1.608602644 -0.09134689
#> [7,] -0.72751268 -2.17597690 0.18091716 -0.72348182 -0.643851065 -1.16479943
#> [8,] 0.08443640 1.11358462 -1.80745628 1.33260752 0.468332138 -0.92402795
#> [9,] 0.15772914 -0.60337022 -0.29107121 0.98707995 0.380753005 -0.19660122
#> [10,] -0.04195636 0.48525187 -0.63266236 -0.34172034 1.147181066 -0.16343630
#> [11,] -2.84037309 -0.34589506 -1.25029967 0.30401983 0.614753277 0.78040359
#> [12,] -2.29066271 1.82577823 0.17189784 0.92966646 0.627828038 -0.49350456
#> [13,] 0.66445666 0.14232246 -2.47881263 -0.32722800 -0.901092231 0.51966382
#> [14,] -0.81709104 2.01001751 0.99738547 3.09784751 -1.084994495 -1.85345999
#> [15,] 0.09159823 0.06878321 1.42087452 0.55228466 -0.510660902 0.20755634
#> [16,] 0.73740474 1.28452515 1.17679591 -0.12922685 -1.778544295 0.81094526
#> [17,] -0.15212999 0.03022399 0.83775865 0.02461695 0.038281818 -0.13158698
#> [18,] -0.65386018 0.24317197 0.16987307 -0.07256110 -0.113803163 -0.22030243
#> [19,] -0.20569428 -0.31597353 0.08256093 1.32321239 -0.416527352 -0.49020814
#> [20,] 1.48012793 0.01057154 -0.19259262 1.25518423 0.337573030 0.08095569
#> [21,] 1.43557121 0.59031711 -0.84167208 0.10806417 -1.407873799 0.79035148
#> [22,] 1.79004074 0.37648154 0.13019304 -0.19705256 -1.911927478 0.90813850
#> [23,] 1.38119055 -1.63839138 0.67515487 0.57789221 0.753801283 0.17450225
#> [24,] -1.46108731 1.06278176 -1.39137128 -0.64992618 -0.915718922 -0.59727703
#> [25,] -1.70206693 -0.78899700 -0.32959910 0.02614518 -0.808707086 1.73409322
#> [26,] 0.06237481 0.80465872 -0.41868715 -0.22537186 -0.343283130 0.95333330
#> [27,] -0.16078723 -0.20306841 0.22575171 -1.49984875 -0.698461093 -1.03583732
#> [28,] -1.35502860 -0.01972399 -0.94388133 -0.61594895 1.466213300 0.14324013
#> [29,] -1.82954583 0.40537037 0.88460070 -1.18092214 1.246867738 -1.78150560
#> [30,] 1.14848314 -0.93656480 -0.58191253 0.94140986 0.191344688 -1.76753074
#> [31,] 1.53693132 -0.15029504 1.19563171 -1.24689761 -0.089795787 -0.92512154
#> [32,] 0.24492063 -0.74494123 -0.59181527 -0.15690317 -0.524413108 -0.03661964
#> [33,] 0.15932607 0.55723655 1.13442041 -1.03843720 1.211650762 -0.66005677
#> [34,] -0.10969711 0.22939157 -0.41596712 0.06565744 0.395515545 1.20978171
#> [35,] -0.45172359 -1.43060048 0.57057939 -0.52273233 0.366965014 2.10314319
#> [36,] -1.27491561 -0.38163893 0.19960111 2.40332406 -1.477682583 0.87722803
#> [37,] -0.18575506 -0.65167917 -0.17017510 -0.37641254 1.084557525 1.24355016
#> [38,] -0.96105490 -0.71315495 1.42104730 0.74445500 -0.514019144 0.82697256
#> [39,] 0.17769826 -0.08098830 0.10608994 0.36659768 0.505838861 1.06949115
#> [40,] 0.65254916 -1.80333043 0.34830154 0.67073279 0.190919416 2.49672388
#> [41,] -0.26472460 1.73231417 -0.22130761 1.02757666 1.559375418 -0.79512140
#> [42,] 1.36571766 0.36337227 -0.48606686 -0.53557883 1.593729123 -1.32084089
#> [43,] 1.54138611 -1.91407634 2.13696902 -1.20647097 1.543129589 2.65753877
#> [44,] 1.13919584 -0.94977421 -0.29062995 0.65478222 0.043218942 -0.67082233
#> [45,] -1.29463403 0.26359768 0.06564192 -0.99171200 0.014715671 -1.42671779
#> [46,] -1.41382147 -2.25312697 0.25378016 1.38147735 0.241243308 -1.16863712
#> [47,] 0.07315617 -0.54180553 0.09570859 -1.16509786 0.664781530 0.70910624
#> [48,] 0.14791277 -0.10456446 1.35493812 -2.68839077 0.105301032 -0.63494487
#> [49,] 0.62111947 1.11393779 -1.25140872 -1.12836341 -1.294755158 -0.48830053
#> [50,] -1.34753575 1.49709823 -0.42735102 -0.56844065 -0.823290207 -0.39174628
#> [51,] -0.25029873 1.16390402 -1.21956397 1.93452635 -1.039523268 0.88169448
#> [52,] 0.32562177 1.31371772 -0.77326042 0.82087363 -0.583256756 -0.13170974
#> [53,] -1.52691272 -0.55546319 0.41642691 1.59676378 1.534633835 0.84624081
#> [54,] 0.17419429 0.98877655 0.76910919 -1.39336615 0.038686273 0.01774448
#> [55,] 1.75046864 -0.04754308 2.77841671 1.12194228 0.860334048 1.13274680
#> [56,] -1.39272153 1.62599056 0.42539450 -0.66222098 0.041392471 0.78067833
#> [57,] 1.22473543 0.22990287 -0.37419174 0.86533115 1.163922995 0.46745724
#> [58,] 0.96850527 0.56165299 -1.08653921 -2.04535771 -1.822901752 0.67914111
#> [59,] 0.97173994 0.27599304 0.32784157 0.98677190 -0.367857524 -1.98393317
#> [60,] 1.31740721 0.68618167 0.85209110 -0.34550160 0.045113331 -0.18345865
#> [61,] 0.02143963 0.27656140 -0.50803124 -0.22551153 0.544075329 -0.47217778
#> [62,] 0.18742509 -0.51004160 0.18955168 1.33926930 -0.111516460 -1.69332868
#> [63,] -0.90678147 0.01556103 0.16668709 0.34410228 -0.086848167 0.11679435
#> [64,] 0.47876401 2.69121139 -0.48040369 0.07180532 1.357036777 0.57161492
#> [65,] 1.17304338 -1.10423094 0.70400444 0.82029326 0.811208114 0.52450338
#> [66,] 0.17901451 0.39104207 -1.51308636 -0.95317919 -0.215662149 -0.79480494
#> [67,] 1.08201964 0.30987755 1.95172733 -1.41156307 0.067734541 0.30064196
#> [68,] 1.14377309 0.86596835 -0.02436831 1.08976358 0.882934559 0.34186670
#> [69,] -1.18383794 -2.27794814 0.34937077 1.44170474 -1.611141792 1.83673657
#> [70,] 0.31294332 -1.27824359 0.02917249 0.48494995 1.052177279 -1.23768205
#> [71,] -0.43401724 0.03478645 -1.40848840 -0.04064210 1.615330099 0.64774409
#> [72,] -0.14997816 -0.96282043 0.51387430 1.43796093 -0.503398170 -0.42712036
#> [73,] -0.15037706 -0.49252851 -0.19372803 0.12169118 0.195750293 0.18669466
#> [74,] -1.02929722 0.55517434 -1.10407059 0.37082123 -1.523427404 -1.25253868
#> [75,] 0.86685532 -0.11690160 0.30551523 0.08984035 0.007868560 -0.98825929
#> [76,] -0.83649146 -0.82466577 -2.03427727 0.74678406 0.421803027 -1.68303141
#> [77,] 0.44880976 -0.36120367 1.46208408 -1.24630009 -0.680971151 -0.16584197
#> [78,] -1.64665061 1.54975876 -0.98206450 -0.51217506 0.028494035 0.14659629
#> [79,] -0.33723837 1.42659732 -0.20247485 -0.24003305 -0.868458138 -0.33847843
#> [80,] -0.18922774 -0.51187077 1.77952981 -1.71025075 0.037632221 -0.95907564
#> [81,] -0.60484498 1.37458018 -1.53152577 0.76716145 -0.121098961 0.56507599
#> [82,] -0.15975413 0.49058288 1.60474800 0.19128032 0.673923760 0.89022615
#> [83,] 0.95400109 0.75731572 0.73111128 -0.76748205 0.946142464 -0.35951331
#> [84,] 0.54019572 -0.99740778 0.64010805 0.33100752 1.922902731 1.40212557
#> [85,] -0.72623200 -1.53906990 -2.27496888 0.14626336 1.051511582 -1.42696012
#> [86,] -0.19277358 1.16929881 -0.32174081 -0.76225127 -0.304014350 0.67183190
#> [87,] -0.08630264 -0.77926825 -1.47742993 0.03318574 -0.063844653 0.75907361
#> [88,] -0.34509169 -0.68247093 -0.78946781 -0.81783271 2.010151690 -0.94725458
#> [89,] -0.11860654 0.12137276 0.36140567 0.52247324 -1.144839272 0.53196035
#> [90,] -0.26713132 -1.64385512 -0.96485680 -1.47255048 0.009514224 0.64496542
#> [91,] 1.96602866 0.47324291 1.01266267 0.13500805 2.719995756 1.15402406
#> [92,] 0.26882779 1.16634365 -0.02954483 0.84278812 -0.269722292 0.32267172
#> [93,] 0.50552776 -0.19461895 -1.67036864 0.17901697 -1.147915148 -0.99151558
#> [94,] -0.52940015 -1.71913817 0.77990498 -0.83930794 0.441899272 -0.63463654
#> [95,] 0.22491486 -0.64276967 -0.68357385 -1.15589390 -1.228910448 -0.58607417
#> [96,] 0.26672523 -0.61276288 -1.11894093 -1.71311253 -1.400086424 0.98030264
#> [97,] 0.36623481 0.90354143 1.10856785 0.44001790 -0.095288070 -0.69358397
#> [98,] 0.17115216 0.91137219 0.24022296 0.15811667 -1.142328903 -1.28293102
#> [99,] 1.82391973 0.19669807 0.41685837 0.02751819 -0.361753775 0.45527274
#> [100,] -1.80426922 -0.45027542 0.23867810 0.68429578 1.495195917 0.82817671
#> M27 M28 M29 M30 M31
#> [1,] 1.944406888 0.894655428 0.522412623 -0.469981484 0.70009402
#> [2,] 0.740058778 -1.501732390 1.359034076 0.440891127 0.24318960
#> [3,] -0.015205813 -0.394620889 -0.778345662 0.232148351 0.77746650
#> [4,] 0.141888375 1.243105653 -1.256075703 1.783298448 -1.50043340
#> [5,] -0.852229382 0.530053688 -0.728209478 1.534339111 -0.06740464
#> [6,] 2.028788008 0.426405267 -0.161450760 -0.442754867 -0.63265359
#> [7,] -0.725450187 0.162694596 -0.794879009 -1.207293085 0.52970015
#> [8,] 0.109217439 -0.777581439 -1.378730960 0.422517221 1.36140860
#> [9,] 0.702615418 -0.158002863 1.765532736 -1.472388302 0.49045017
#> [10,] -1.439351522 -0.908321029 -0.604857442 0.483596429 0.63542602
#> [11,] 0.879711789 0.788894213 0.938081989 -0.566825930 -0.51679486
#> [12,] 0.275208792 0.369017710 -1.031127892 1.158978342 0.69520879
#> [13,] -0.145689178 -0.525224004 -0.477944792 0.917476662 -0.28138682
#> [14,] 0.421473871 1.139890653 0.382879470 1.524003395 -0.52219061
#> [15,] -0.441495138 1.484828802 -0.224327607 -0.611946716 0.05139115
#> [16,] -2.091038484 1.003187638 0.783904080 1.962940457 -0.44981335
#> [17,] 0.610975944 0.960181500 0.476739958 -0.823557244 2.05733604
#> [18,] -0.426986915 -0.550266271 0.078507955 -1.326576348 0.41159503
#> [19,] 1.405620146 1.054744961 -0.312466817 0.039998868 -0.71606957
#> [20,] -0.798213579 -1.278288139 -1.431462870 0.398301337 -0.34462140
#> [21,] 0.623982252 1.003836608 -0.875487994 1.197992420 1.45091957
#> [22,] 0.512049767 1.413192492 -1.262654597 0.431686850 -0.99559516
#> [23,] -0.050417666 0.351584041 -0.220403041 -0.866448814 -1.18518087
#> [24,] -1.064018087 -0.138271054 -0.036544811 0.832642616 0.37671072
#> [25,] 0.166149634 -0.593623180 0.623481565 -0.977571096 1.02476828
#> [26,] -1.235045233 -1.395320399 -0.650537243 1.088780139 -1.94252835
#> [27,] -0.711277873 -0.273358204 -0.931774297 0.307528393 0.17683869
#> [28,] -0.676592356 -0.207120174 -0.014958488 0.226847030 2.15520705
#> [29,] 1.145179705 1.179648471 -0.341110495 -0.957617296 0.33046851
#> [30,] -1.493322696 -1.156442838 -0.099084281 -0.737172886 0.85119899
#> [31,] -0.799065810 -0.158226443 2.584690948 1.019745840 0.02747749
#> [32,] -1.261141494 -0.477168490 1.061630066 0.351612723 -0.64483127
#> [33,] 0.359462371 -0.389939988 -0.756129550 -0.588663363 -1.08484534
#> [34,] 0.457436750 0.633322703 0.843285704 0.163483899 -0.65899008
#> [35,] 1.607644377 -0.004196342 -0.790730162 1.424234516 -1.34267875
#> [36,] -0.691087821 0.058914954 -1.818915469 -0.493470191 -0.02855693
#> [37,] 1.523598652 0.428073257 1.284850542 -1.802672807 -0.89943187
#> [38,] 0.458494672 -1.650585238 0.104176316 0.547701604 0.31261496
#> [39,] 0.194842918 -0.154119503 0.012920293 -0.026058826 -0.61586310
#> [40,] 0.721266059 0.076981022 -0.781582967 -0.811612633 -0.61452088
#> [41,] -0.915311666 -0.337717405 1.242824198 -0.774713175 0.78234746
#> [42,] -0.203887297 0.781771275 0.154029817 0.023532189 0.66422169
#> [43,] -0.618471842 -1.519670370 1.299788170 -0.128419814 2.20624208
#> [44,] 1.982972307 -2.921006713 0.317148054 0.007094417 0.04614392
#> [45,] -0.745709360 -1.280325818 0.539809492 -0.303383892 -1.76829953
#> [46,] 0.071704399 0.437937068 -0.943820453 0.509164488 -0.95892052
#> [47,] 0.453790306 1.759376948 0.206177188 -1.028162614 0.61591992
#> [48,] -2.072868253 1.558859155 -1.145933346 -0.898170741 -0.13620835
#> [49,] 0.580735044 -1.496698857 -2.556956498 1.769644617 0.91990594
#> [50,] -1.769425803 -0.904803482 0.930830585 1.028969504 0.95104591
#> [51,] 0.370363758 1.064392720 1.440311139 -0.562014386 2.10987862
#> [52,] -1.643102524 -0.049234467 0.388150182 -1.291700912 0.26846277
#> [53,] -0.620327310 0.421714049 0.232272356 -3.013633742 -0.08511390
#> [54,] 0.077311348 0.703374356 0.352615398 0.865241862 -0.50601951
#> [55,] -0.648708218 1.055775430 -1.940531549 0.103448299 0.09650587
#> [56,] -1.132575428 1.636523497 -1.061711053 0.301067791 0.40258438
#> [57,] 1.727976389 0.092142553 -0.727365186 0.095866627 1.49666528
#> [58,] 0.191429470 -0.013825255 -0.235245077 -0.159263267 0.55211228
#> [59,] 1.830160364 -2.093726200 0.332347371 1.020959595 -1.31930555
#> [60,] -0.627652544 0.756510113 1.234883508 0.367996302 -1.17794350
#> [61,] -0.460245196 -0.182591722 1.584621494 0.677599968 -1.53497590
#> [62,] 1.789005595 -1.479193741 -0.007324283 -0.077632551 1.02838464
#> [63,] 0.042405069 0.080520185 0.626713562 0.694747206 -1.38527924
#> [64,] -0.037148657 0.414708612 -0.326936455 0.266780650 -0.57271874
#> [65,] 1.100829015 -1.398794845 0.118665506 0.127809898 -1.18798290
#> [66,] -0.596591965 -0.589713962 0.883243164 0.285169219 1.16614421
#> [67,] -1.230749461 0.101922484 0.444328077 0.739107993 1.48915660
#> [68,] 0.325870464 -1.252511530 -0.554332846 -1.237891288 0.74086981
#> [69,] -0.424763676 -0.014727467 0.634158095 -2.015848450 -0.92757319
#> [70,] -0.139863526 0.026982703 0.835515014 0.518630089 -0.30179206
#> [71,] 0.472823752 1.570237328 -0.705581783 -0.408146662 0.23326709
#> [72,] -1.466914865 1.302697623 0.486644462 -1.885510843 0.17906382
#> [73,] -1.454139994 -0.807863714 0.946437130 0.483019093 -1.15040261
#> [74,] 1.073314867 1.730352183 0.794045937 -0.736767514 -0.23684039
#> [75,] 0.007094676 0.661168027 -0.228661316 0.695382062 1.23515571
#> [76,] 0.934080106 -1.849698309 0.811595851 0.296929855 -1.03678960
#> [77,] -0.149050148 -1.080807479 1.344603992 0.719736588 0.75726243
#> [78,] 0.494885240 -0.883616659 -1.078798911 -1.953459316 -0.37869525
#> [79,] 0.410147837 -0.205717933 -2.303899013 -1.284087387 0.20271308
#> [80,] -0.747966755 -0.605563735 0.900650599 0.918414119 0.57449280
#> [81,] 1.123432115 -1.290713628 -0.859773245 -0.296979932 0.12320890
#> [82,] 0.786665834 -1.325713999 -0.804386624 1.912125433 1.50033636
#> [83,] 0.151112254 1.312519473 0.761169353 -0.261400513 -1.42797225
#> [84,] -0.024542972 0.133712521 -1.511896225 -2.181148178 0.26280479
#> [85,] 2.132464364 0.101794309 0.262787227 0.633423215 0.67991106
#> [86,] -1.529934529 -0.093313428 2.401535578 -0.883226709 -0.02517366
#> [87,] -0.925576815 0.735051456 -1.141831069 1.657740338 -0.66121802
#> [88,] 1.559125796 0.506771951 -0.490664782 1.789324981 1.86170461
#> [89,] -0.165656762 0.317481007 0.447505988 1.336652675 0.92498202
#> [90,] -1.604935134 2.463437641 0.129559148 0.205968694 1.02414887
#> [91,] -0.357742192 -0.530499962 -1.204941486 -0.780211943 -1.13215111
#> [92,] 0.575791642 0.818388887 0.174295190 -0.055569284 -0.46462328
#> [93,] 1.067136158 1.281090578 -0.407439361 -0.648319079 -1.95334435
#> [94,] 0.453897992 0.227877407 -1.079057720 -0.798222157 0.31843365
#> [95,] -0.562355174 -1.376162941 1.035847151 -1.402643266 -1.71587592
#> [96,] -1.428220310 -0.472063099 1.724035959 0.112891821 -1.88620819
#> [97,] 1.490160676 0.502840771 -1.623279809 0.884761719 0.53748928
#> [98,] -0.032803654 -0.596095471 1.143747516 0.189156596 -1.54204348
#> [99,] -0.556605036 0.165983751 0.197458931 -0.782198844 -0.44243914
#> [100,] -0.495283141 -0.582348651 0.517679771 0.302234669 0.34926486
#> M32 M33 M34 M35 M36
#> [1,] -0.205119350 0.48421341 0.0890271940 -1.69981490 -1.3347520164
#> [2,] 0.660722142 0.82889316 -0.1378936446 -0.68062632 -1.5787415375
#> [3,] -0.987322313 0.45491327 0.3848594940 0.23441258 -1.2129318281
#> [4,] -0.554013356 -0.37916647 1.1260761705 -0.16922190 -0.5282365877
#> [5,] -1.471062354 0.91272967 1.6393599659 0.89107625 -1.4989746860
#> [6,] -1.573052078 0.52691196 0.4402539761 -0.13290286 0.9027004854
#> [7,] -0.140967839 -0.46111082 -0.8302567435 -0.94179976 -0.1810714202
#> [8,] -0.532017995 -0.35402281 0.4102852622 -0.66177707 -1.6377022340
#> [9,] 0.530975249 -0.88664924 -0.0874879162 -2.14966341 -0.7559705694
#> [10,] -1.211779291 -1.44263628 -0.7556439632 1.02501424 -0.2691534680
#> [11,] -0.678608353 -0.31026784 -1.4764521773 0.66781076 0.0991604348
#> [12,] 2.287889373 0.82203543 0.8255726386 0.41413170 1.1143183641
#> [13,] 0.248260483 1.41049794 0.7424427048 0.29448595 -0.2166401185
#> [14,] 0.386324415 0.57857779 -0.0479931862 0.56351648 -1.7118476375
#> [15,] -1.158545101 0.82203132 -0.7889432564 -0.44494456 0.4684591507
#> [16,] 1.997305669 -0.71487192 -0.3260106383 -1.12453611 -0.5763880088
#> [17,] 1.022522424 -1.41816132 -1.0658733587 0.23053083 -1.1848879029
#> [18,] 1.396656129 -0.43816557 -0.6332988883 -0.30961404 1.2176738056
#> [19,] 0.737911375 0.14787238 -0.1599924019 0.62465756 -1.1058267833
#> [20,] -0.209193031 -0.38931938 0.0265575393 0.84561697 1.2540397328
#> [21,] -0.703116471 0.97831363 -0.1160086926 -0.97358876 -0.1648535550
#> [22,] -0.990501782 0.38664873 0.5564364708 -1.34536996 1.0169749409
#> [23,] 0.318386736 -0.58972543 -2.4378394614 1.41689317 0.7832234925
#> [24,] -0.766187240 1.37093492 2.1441041283 -0.99062113 -0.2133726632
#> [25,] 0.111337143 -0.63986486 1.8401354440 -0.95143590 2.1431830300
#> [26,] 0.036281145 -1.15745845 0.4056578335 0.17810378 0.6160584087
#> [27,] 0.369262906 0.22217683 -1.5004153269 -1.15610426 -0.7102684608
#> [28,] -0.354309230 0.41501797 0.7611882067 0.53976313 -0.2260835581
#> [29,] 0.108726535 -1.60555006 -2.4896086475 -0.56128927 -0.2018933430
#> [30,] -0.962604038 -0.06521183 1.4252234998 1.47323176 1.4269983007
#> [31,] -1.073217512 -1.69189318 0.9232848840 -1.34280550 1.3871585005
#> [32,] -0.438675178 0.14556049 -1.4254489248 0.88661169 1.6375198498
#> [33,] -1.136167245 -0.19602412 0.6942232747 -0.21834217 2.0682767907
#> [34,] 0.126745226 -0.53223450 -0.1393066914 2.21829629 0.3392934164
#> [35,] 1.508527371 -1.01221178 0.1323133048 -0.25631352 0.0940313177
#> [36,] -0.269160349 -0.15246053 -0.2728531564 -0.84544718 1.1252619207
#> [37,] 0.345688559 -0.98923154 0.2350914330 -0.38672600 0.6854010410
#> [38,] -0.969491998 1.45004898 1.0475228629 0.22520621 0.7108699258
#> [39,] 0.729435190 0.65108422 -0.8526372296 -0.03885660 -0.1494240762
#> [40,] -0.164587519 1.69043080 -3.1893966071 -0.47648677 1.4040383475
#> [41,] -2.609746313 0.38946364 1.6465983718 0.08079168 0.6399790261
#> [42,] 0.368704873 0.75192596 -2.1384022190 0.32861023 1.1285469645
#> [43,] 0.583123021 2.56011257 0.4254806774 -2.22602440 -0.1215907216
#> [44,] 0.415560540 -1.60639964 -0.0049218416 -1.36812544 -0.0008896912
#> [45,] -0.126633437 -1.98811607 0.3186373900 -1.44807522 -0.9654580940
#> [46,] 0.494335300 -0.99144704 1.1651677638 0.97350677 0.9233005238
#> [47,] -0.193957060 0.95831812 -0.0363333350 -0.08567510 -1.3559142044
#> [48,] 0.915799922 -1.33585112 0.4219678988 -0.03176306 -1.4472938285
#> [49,] -1.379695237 1.59048960 -1.0407824856 1.60283808 1.3619765268
#> [50,] 0.666468158 1.26098813 0.1908933469 -0.91456659 -2.9018136961
#> [51,] 0.381259781 2.22869197 -0.1289615194 2.27594642 0.6481821772
#> [52,] 0.642584814 -1.94368458 0.6590332901 -0.07105438 -1.2829990596
#> [53,] -0.348511116 -0.85832850 0.7480113935 -1.24975311 1.1339865389
#> [54,] 0.265735427 0.77243037 -0.4150849716 -0.70367794 0.3240482242
#> [55,] 0.517192584 -0.09941769 -1.3576668068 -0.10710579 0.0845950091
#> [56,] -0.034969238 0.84141589 -1.2619169724 0.71341939 0.6030943968
#> [57,] -1.510876745 -1.03655594 -0.9075719468 -0.04876667 0.2651739248
#> [58,] 0.440313952 0.43818376 0.1953614247 -0.69038876 -0.5706917325
#> [59,] -0.713075210 0.12478961 -0.8193675001 -0.88371458 -1.2508521370
#> [60,] -1.484809907 0.11184044 0.0583773137 0.83913392 0.1499249524
#> [61,] 0.590024188 1.20314623 1.1738484053 0.05580159 -0.5424117536
#> [62,] 1.447655662 -0.50136904 -0.5379808996 0.45821804 0.6614836409
#> [63,] 0.008055138 0.33139340 0.6399518494 0.01230962 -1.1803943758
#> [64,] 0.717271852 -1.20636063 -0.2502937383 -1.26781683 -1.7341596868
#> [65,] -0.551798292 -0.15098752 -0.4223980518 1.15024453 0.4818711702
#> [66,] -0.368475088 -1.57946372 -0.5317982514 0.28715922 1.4337246113
#> [67,] 1.090713982 -0.62917878 0.0058382840 1.67089539 0.2898807358
#> [68,] -0.432453520 0.07516661 -0.5502968543 1.86919001 -0.3132678353
#> [69,] 0.623327851 0.88342729 1.0462489696 0.31771845 -0.0197777145
#> [70,] -0.719116417 -0.28651455 -0.0739307042 -0.06085692 1.2666671234
#> [71,] 0.115577409 0.05375966 0.6240918126 -2.29321241 -0.6007351222
#> [72,] 2.334882714 1.02026089 1.6064854886 0.16126416 0.0641106856
#> [73,] 0.981323025 -1.50600070 0.4782693203 0.02861533 -0.0483478753
#> [74,] 1.995762827 -0.01667518 -1.6567037168 1.58882042 0.0952539229
#> [75,] 1.622601512 -0.03007469 -1.3690748249 -0.42325463 1.1628117753
#> [76,] 0.581214940 1.05360487 -0.4368227707 1.25525189 0.4726202511
#> [77,] -1.304974123 -0.04219045 0.8629061585 -0.52567000 0.1565113159
#> [78,] 0.436329310 -0.83513637 -0.3757568249 -0.21284261 -1.6905656719
#> [79,] -0.062023349 -1.79340724 -0.3533612413 0.45267486 -0.0523203988
#> [80,] -1.047498636 -0.60830719 0.4134820647 0.95728326 0.6346310392
#> [81,] -2.014412181 1.11981975 0.0002794008 0.02038928 0.3343927570
#> [82,] -1.818370588 1.85296805 -0.0276768791 1.22499183 -1.0133473960
#> [83,] -0.367447164 1.34418430 -0.2723896293 1.74601878 -0.6939394330
#> [84,] 0.838308287 -0.79499070 1.0885066853 -0.06113993 -0.7526653295
#> [85,] -2.426037212 0.02674598 -0.1305984992 -0.96443904 -1.0607213097
#> [86,] 1.128791037 0.94067321 0.2899761922 0.09843790 0.9960013359
#> [87,] -2.015455374 -0.41594622 0.4630824507 1.17442930 0.9809569635
#> [88,] -0.452698085 -0.87268267 0.2867874699 -0.40309385 0.8876108242
#> [89,] 1.112147194 -0.05950258 0.2613067772 0.22447430 -0.6386971094
#> [90,] 0.690170851 -0.89728351 -1.1359465624 0.75306392 -0.1732102742
#> [91,] 0.166456389 -1.56538416 2.3027891176 -0.09937551 0.4770986687
#> [92,] -0.117171805 -0.83811587 0.4855419229 -0.48321439 0.9753295604
#> [93,] 0.313903535 1.38638817 -1.3131557461 -0.03007279 -0.0296693461
#> [94,] -0.512699750 0.75780479 1.6358732389 1.00008112 -0.3479531911
#> [95,] -0.158706116 0.28283805 -0.2888194823 -1.29641703 -2.4751021288
#> [96,] -0.093855380 -0.16068671 1.4709163023 -0.71832704 -0.2156172504
#> [97,] 1.550826304 -0.44738153 0.9455639413 -0.56105660 -0.8379004985
#> [98,] 1.152177346 -0.10927271 -0.3407392624 -1.20357458 0.4816949926
#> [99,] 0.933959300 0.23645658 0.0133171650 -0.51308826 -0.4913907291
#> [100,] 0.369649869 1.73677044 -0.8620937262 2.75349237 0.6586171548
#> M37 M38 M39 M40 M41
#> [1,] -0.1239247655 -1.06707404 0.767929636 -1.10704242 1.85664463
#> [2,] -0.6798765280 2.54406499 -1.132430535 -0.94821539 -0.89070763
#> [3,] -1.9572462411 -1.16569399 -0.083499850 -0.28889048 -0.19685737
#> [4,] -0.7405236646 -0.73756280 0.764834057 1.95840014 -1.06970831
#> [5,] 0.4928889312 0.42824947 1.127876887 0.66547172 -0.84761407
#> [6,] -0.3473696406 -0.30478650 0.774956750 0.95166936 -0.90190893
#> [7,] 0.4483123529 -1.69041495 0.682346344 -0.21849014 -0.42923540
#> [8,] -2.3208379783 0.22446395 -0.180629442 -1.56685775 1.99803702
#> [9,] 0.2320977694 -1.03285535 0.468475649 0.67269554 0.85976430
#> [10,] -0.1217314724 -1.30205520 0.859151862 -0.30070932 0.64823917
#> [11,] -0.1897215674 -1.11799958 -1.351629435 0.20828479 -0.93574039
#> [12,] 1.1328929616 1.20173807 -0.140761702 0.94628198 1.71075405
#> [13,] 0.4210401669 -0.17154331 -0.677837866 0.65083496 1.83272889
#> [14,] 0.2761425206 0.50053916 -1.380506306 -2.28087841 -0.97026046
#> [15,] 2.0370526091 -0.56914156 1.320305887 -2.37907709 0.05996977
#> [16,] -0.1028386237 -0.09288264 1.263472704 1.73235941 0.10342750
#> [17,] 0.7750912328 -0.20526657 -0.237583213 -1.27432874 -2.22379997
#> [18,] -0.2334464474 1.84201094 -0.660305499 -1.13793387 0.71664381
#> [19,] -0.4165338496 2.95468058 1.194344851 -1.27219381 -0.97277445
#> [20,] 0.9151425513 0.59242594 0.111876490 -0.72009025 0.66255758
#> [21,] -0.0430146909 -1.13657525 -0.734204869 -0.77536862 0.34334083
#> [22,] -0.6004738907 -0.43026615 -0.415441056 -0.80009868 0.26644931
#> [23,] -0.2149453976 -0.03045430 -2.168777143 -1.12040262 0.49923379
#> [24,] -0.0765306304 0.29162124 -0.300936552 1.45796983 0.63028594
#> [25,] 0.5642182378 -0.94030806 2.455746591 0.93584445 0.21258703
#> [26,] 0.1130140935 0.43832042 -0.274084947 0.62357387 -1.00316375
#> [27,] 0.2181991092 0.53942234 -0.841560809 -0.68728511 -0.99985680
#> [28,] 1.8664955883 -0.33233846 0.976968157 -0.58702785 -1.00476521
#> [29,] -1.5970676635 0.39284199 0.469991882 -0.57730539 -0.40537770
#> [30,] -0.2477923105 -1.84599143 0.515749803 -0.11941345 0.05542239
#> [31,] -0.0009423384 0.06612413 -0.544321637 -0.60679204 -0.67131606
#> [32,] -1.2232526626 0.67586581 -0.277729791 1.40542580 0.69180478
#> [33,] 2.5969161092 -0.48986872 0.600734278 -1.17366953 -0.31165234
#> [34,] -0.4060123411 -0.65652112 -1.075452052 0.11955159 -1.97011400
#> [35,] 1.0887757329 -0.26353003 0.777066172 0.68347384 1.72033276
#> [36,] -0.4150712947 1.75152110 0.555794019 -0.07350396 1.18014387
#> [37,] -0.6406631947 -0.37213338 -0.944233924 2.57112965 1.64547328
#> [38,] -0.8637890278 -0.13048885 0.355719796 -0.26308888 0.82099840
#> [39,] -0.9151134109 -1.32809133 -0.834668692 -1.61147084 -1.89424673
#> [40,] -2.4650109823 0.95547492 0.132482831 -0.94011634 -0.19647405
#> [41,] 0.8549850220 -0.49295245 0.309756508 0.97448200 0.40243247
#> [42,] -0.3116771422 1.50224706 -0.597998313 1.34863169 0.28594379
#> [43,] 0.2741369773 -1.16841570 -1.035644631 -0.51238849 0.57651472
#> [44,] -0.1860347880 0.46283777 -0.619537637 -1.70954632 0.40038874
#> [45,] 0.2987929873 -1.60887374 -0.381964543 1.39708380 -1.96817695
#> [46,] -0.7762406139 1.37394433 -0.201458689 -0.02456593 -0.20079316
#> [47,] -0.1152531394 0.27793673 -0.520893906 -0.14820209 -0.45503426
#> [48,] 0.5608187089 1.02030310 -0.665526921 -1.16186177 -0.04438366
#> [49,] 0.5286954625 0.60213883 0.861330612 -0.09994206 -1.59268905
#> [50,] 0.0471212507 1.81264819 -1.237975362 0.38674752 -0.32919148
#> [51,] -1.4715993174 1.90404555 0.960063832 1.11187494 0.48366990
#> [52,] 0.6859300394 -1.19948640 0.701509926 0.16025819 -0.80005698
#> [53,] 0.7138514887 0.63394277 -0.622783317 0.24016196 -0.75550697
#> [54,] 1.7372293610 -0.78468920 1.266425254 1.31979570 0.25673881
#> [55,] -1.5171491217 -0.22583124 -0.104578544 -0.79141981 0.80156623
#> [56,] 0.3935524823 -1.31847495 -0.206335081 -0.81982238 -1.08120722
#> [57,] -0.0173884377 0.02904560 -0.358780894 -0.65117216 1.01745595
#> [58,] 1.2941511902 -1.38865385 0.191619477 0.05645132 -0.15807471
#> [59,] 0.2726420235 -0.70281847 -0.547692242 0.14383604 1.52173753
#> [60,] -1.0881123215 -0.02598367 -1.992760054 0.04542064 2.03198985
#> [61,] -0.5695779994 -0.73917812 -1.007210492 1.53932408 1.02182180
#> [62,] 0.6370290152 -0.01111065 0.229444683 -0.07533850 0.03771461
#> [63,] -0.7408426997 0.96733206 1.716629261 0.38412185 0.23639002
#> [64,] -2.0787071322 -0.48620693 0.839267561 0.26665613 -1.25847222
#> [65,] 1.8893811775 0.36699218 1.056434480 -0.11807351 1.05832723
#> [66,] 0.4299159787 -0.30477955 0.557792407 0.64189834 1.60781493
#> [67,] 0.8557339902 0.23213799 0.960639826 -0.07080866 -0.37038282
#> [68,] -0.6427022262 0.23311932 1.589488621 1.78572845 0.01215640
#> [69,] -0.2141935629 0.64985536 -1.033050812 -0.80129036 -0.59901409
#> [70,] -1.9310882323 0.26348881 -1.660888201 0.55764807 -0.99308986
#> [71,] 1.6976687522 -1.61877603 0.005904963 1.04327560 1.11760771
#> [72,] 0.8191956458 -1.32836135 -0.977681571 -0.70929588 -1.52520566
#> [73,] -0.8260593038 1.16344538 -1.747717000 -0.63574126 0.95580891
#> [74,] 0.3354055875 -0.75355808 0.445396359 0.66897883 -1.42561347
#> [75,] 0.6533900057 0.24909457 -1.326145479 -0.18786991 -0.36717313
#> [76,] -0.8539001178 -0.12086788 3.367064061 -0.90010583 -0.55671948
#> [77,] -0.8284543859 0.12209970 0.126109176 1.29196953 -0.78484546
#> [78,] 0.6869693339 1.90190319 0.839937524 -1.52575140 0.10117713
#> [79,] 0.5261810284 -1.38242054 0.868657047 -0.44864915 -0.38948861
#> [80,] 0.8751641788 1.28153087 -0.977653640 0.17260581 0.79858393
#> [81,] -0.1415515610 0.37601187 0.002790988 -2.28260513 0.72097579
#> [82,] -0.3576420889 0.15119514 -1.077672192 0.69767226 1.55105875
#> [83,] 1.0547535085 -0.71955530 0.487544952 0.61590538 1.01350513
#> [84,] 0.5645870048 0.90913524 0.906830981 0.46051748 -0.39955928
#> [85,] 0.6221015956 0.40590798 -0.075919448 -0.96928888 1.76255278
#> [86,] -2.0184925625 0.16568773 -2.498178256 1.11236662 -1.68993009
#> [87,] -1.6589379857 -1.03187871 1.000894333 0.52221520 0.70758119
#> [88,] -0.3515908671 0.89109525 -0.533106739 0.56460297 -0.46614676
#> [89,] -0.0816821930 -0.34983883 1.683357921 1.61540428 -1.57422719
#> [90,] 0.9687728979 -0.38844495 0.400700277 -0.26667351 0.85276518
#> [91,] 0.2938863356 1.12458689 -0.459880500 1.76041018 0.43226828
#> [92,] -0.5401475803 0.63510320 -0.812729156 -0.39298460 -0.12498239
#> [93,] -0.8812862451 -0.58663419 0.265509717 0.89861667 -0.04139131
#> [94,] 2.3723183034 0.52531583 -1.193303212 0.41802668 -0.46880285
#> [95,] 0.9701811536 -0.86733290 0.739603176 -0.17627887 -0.44191270
#> [96,] 0.5491092070 0.73887995 0.653002728 -0.56705122 -0.33726410
#> [97,] 1.0586408242 -0.81317243 0.268464879 -0.34275291 -1.19728976
#> [98,] -0.0340029112 -1.80763203 1.151766586 -1.14173994 0.05981577
#> [99,] -0.9360750166 1.66566026 -0.975924289 0.19514168 -0.59909384
#> [100,] -0.5864523167 -0.39826207 -0.922176318 0.38067467 0.55009051
#> M42 M43 M44 M45 M46
#> [1,] -0.59350755 1.458144566 1.30960173 -1.35707806 0.37348321
#> [2,] -0.71891462 0.774430498 0.10236590 -0.87361748 0.93246492
#> [3,] 1.14983761 -0.510439950 2.36484813 1.60045206 0.68854725
#> [4,] -2.19582741 1.198622831 0.36535861 -1.80503487 -0.52089512
#> [5,] -0.07930946 -0.003982967 -0.69751938 -0.80807306 1.04997537
#> [6,] 0.93267026 0.167609341 1.74098067 1.33571027 0.57243988
#> [7,] -1.02381765 -1.026911204 0.37821955 -0.12005079 0.18269372
#> [8,] 0.21628056 0.497275658 -1.67468847 -1.77388079 -0.70688499
#> [9,] 0.67906533 -0.140756264 -0.56885829 -0.26566049 0.87451908
#> [10,] -1.44671253 -2.402968500 1.20777977 0.48988529 -1.41717750
#> [11,] -1.23498943 0.494964981 -0.79148910 1.11812066 -1.88869690
#> [12,] -1.97769304 1.153463408 1.83844540 -0.96227042 -0.35827335
#> [13,] 0.29320944 -0.166546820 0.26441194 1.91793279 -1.29326900
#> [14,] -0.25984821 0.633289406 -0.61127212 0.02318092 0.40526284
#> [15,] 0.99559203 -0.488154132 0.39732120 0.60999123 1.76013191
#> [16,] -1.97757190 -1.712699361 1.40104571 -0.57271624 -0.43714770
#> [17,] 0.70317028 -0.946405947 -0.88005655 1.33870571 -0.15906411
#> [18,] 0.18967247 0.122317726 0.69244673 1.39024606 0.86973077
#> [19,] 0.46258476 -1.126860945 0.61148798 -0.52622436 -1.56601464
#> [20,] 1.51973213 0.425352779 0.11037636 -0.68852416 -1.45963682
#> [21,] 0.89571056 0.255888194 -0.51675964 -0.73143346 1.97552840
#> [22,] 0.78738319 0.873935903 -0.75943330 1.62569655 -0.43493810
#> [23,] 0.22980389 -1.233296437 -0.07922130 0.57951276 -0.12442067
#> [24,] 1.42324638 1.064390389 -0.63501868 0.24931525 1.43651320
#> [25,] 0.65506354 -0.470638918 0.20690431 1.04233387 0.89213206
#> [26,] 0.16790257 -1.858477116 0.36325017 -0.50684180 -1.78610962
#> [27,] 0.86338045 -0.039186799 2.41559907 -0.23434285 1.29605620
#> [28,] -0.83973966 0.499040303 -0.49326588 0.97806114 -0.37799354
#> [29,] 1.06643594 1.206197472 -0.36339051 -1.54084207 -0.70076079
#> [30,] -0.40987628 -0.397712985 -0.18529994 0.69542289 -1.60570519
#> [31,] -0.01274394 0.546728724 -0.16311572 -1.49350694 -1.90671372
#> [32,] 0.02478956 0.457889796 0.45573657 -0.83908336 0.19254803
#> [33,] -0.04879244 -0.058604023 2.38649368 0.38934599 0.96560698
#> [34,] -2.31716742 2.063931544 0.17271429 -0.15122135 -1.64454754
#> [35,] -0.14692256 -0.126052218 -0.31189008 0.64015697 -1.50455253
#> [36,] -0.27397366 -0.412412178 -0.06161336 -1.06486776 0.97969778
#> [37,] 0.05309376 -0.734409118 1.48362529 -0.34694470 0.43760057
#> [38,] 0.83757759 -0.029956267 -0.30742259 -0.09826653 0.59587745
#> [39,] -0.06722707 -0.201171220 -1.40952704 0.33487108 -0.77548892
#> [40,] -1.67139396 -0.938372261 -0.28849074 -0.77416262 -0.37165085
#> [41,] -0.15174315 -0.815095009 -1.29449448 2.37229400 -1.31345782
#> [42,] -2.02087736 0.996732571 -0.35299491 -0.99074996 0.60782897
#> [43,] -0.18125224 0.423693931 0.60882319 -0.91726343 -0.35355461
#> [44,] -2.25062861 -0.709911809 -1.82424224 -0.07125650 -0.75916476
#> [45,] 0.69559606 0.087281517 -0.59000050 -1.10848699 0.80969747
#> [46,] 0.67291821 -0.270316870 -0.03978642 -0.48792788 -0.46236438
#> [47,] 0.04925260 -0.374003608 0.18119102 0.36065515 0.92502940
#> [48,] 0.73688688 -0.285763848 1.42068019 0.64402927 -0.24749771
#> [49,] -1.27999833 -0.443367043 1.25768661 0.61052749 0.27617887
#> [50,] 1.26228233 0.450418333 -0.68583107 -0.78787595 0.38955868
#> [51,] 0.21496239 -1.365835690 -0.20946885 0.43562750 0.83574771
#> [52,] 0.61269422 0.178872592 -1.78522793 -0.12652352 -0.30343453
#> [53,] 1.39514393 1.013935806 -1.44793443 -0.84441956 1.15245641
#> [54,] 0.04971511 -0.173558947 -1.10280747 -1.34692665 0.64785066
#> [55,] 2.62469452 -0.036528025 0.22163091 0.44290237 2.12739901
#> [56,] -0.79267730 -1.141070950 -0.86751930 -1.34496511 -1.12194083
#> [57,] 0.79476864 1.171980303 0.98826689 2.56449749 -0.31957183
#> [58,] 1.42870387 0.419512546 0.34875297 -0.81313049 0.56377018
#> [59,] -1.09489362 -0.887284630 1.43801132 1.00359640 -0.16443420
#> [60,] -1.30445278 0.678612393 1.16080919 1.30383765 1.14472191
#> [61,] -0.77905117 -0.618225535 0.08714114 1.11654137 -0.33953086
#> [62,] -1.27195670 1.166426723 -0.34477878 1.21142621 -0.23942998
#> [63,] 0.43564522 1.294882680 -1.63909316 1.32540226 -0.11916738
#> [64,] 0.87751967 1.032357290 0.54438605 0.97637381 -0.01366402
#> [65,] -0.89628550 1.037576508 -0.16082118 0.14014162 0.19561768
#> [66,] -0.09614189 0.979147970 0.32700475 0.60210167 -1.21330970
#> [67,] -0.75124579 -0.029155655 -0.25292305 0.50654741 -0.35103166
#> [68,] -0.80844060 -1.780839819 1.60098415 -0.63185592 1.18469367
#> [69,] -0.58897887 -0.746633132 0.71807673 0.44127465 1.73796735
#> [70,] -0.49392263 0.955016922 0.68053468 -1.28519209 0.40005232
#> [71,] -0.05600098 -0.844738241 -0.93746161 -0.41159682 -1.46799033
#> [72,] -0.51686321 -0.674790139 -0.32066497 -1.19564115 1.56423812
#> [73,] 1.43026772 1.434154976 -0.81664913 -0.81326919 1.27448905
#> [74,] -1.13986373 -0.754361146 0.81039465 -0.64869122 0.06570394
#> [75,] -0.05391479 0.623556357 -0.33156293 2.26122029 0.50208420
#> [76,] 0.10233892 1.604655316 0.69130284 -1.13211493 1.23826023
#> [77,] 0.96101050 0.318103140 -2.08424016 -0.19912755 0.97320552
#> [78,] -0.21916345 0.901387607 0.16728730 -0.35746041 1.27626524
#> [79,] -0.83498876 0.056569755 -1.19380600 0.06634097 -1.29815149
#> [80,] 0.59943023 0.170189170 0.12730201 -1.69285361 -1.25873390
#> [81,] -0.12965796 2.424754651 0.73585745 -0.53130395 -0.22800762
#> [82,] 1.43402109 -1.426305327 -0.62221479 -1.11659099 -0.83778818
#> [83,] -1.12035999 0.280443612 -0.02747863 1.14622211 1.05115675
#> [84,] 0.35526782 -1.346178552 -1.37049342 0.20614795 0.82292198
#> [85,] -0.48045144 1.402713926 -0.77068977 1.22463763 0.04316255
#> [86,] 2.06705643 -0.085477402 -2.03049380 0.73416714 -0.65255767
#> [87,] -1.13873383 -0.383577838 -0.18568177 1.57198547 -1.60258275
#> [88,] 1.14715337 0.639176736 -0.38035921 -0.60689876 -0.52169622
#> [89,] 1.22929185 1.915531616 1.03430201 -1.14118253 -1.40985158
#> [90,] -0.78822329 -1.767650190 0.46617145 -0.39535661 -0.62332621
#> [91,] -0.79919672 -2.759131219 -0.04251780 0.23582499 -0.17942194
#> [92,] 0.79581798 -0.159873961 0.54478682 -0.97248638 0.09601648
#> [93,] 0.31452455 -2.273348609 -0.85717661 0.56128673 0.61974970
#> [94,] -0.45092403 0.729215038 0.16198646 -0.64305908 1.36025435
#> [95,] 0.98378667 -0.197096762 -1.74445080 0.41733077 0.38574549
#> [96,] 0.94674390 -1.266676985 -1.81520597 -0.38364646 -2.03931959
#> [97,] 0.26620978 -0.397905281 0.98705384 1.21165532 -0.71684773
#> [98,] 0.33813188 0.938914190 0.06326024 -0.82968748 0.92394625
#> [99,] -0.19282532 -0.502592163 1.48900619 -0.10327821 -0.07792194
#> [100,] 1.01170413 0.324022321 -0.20430029 -0.58807358 -0.40088675
#> M47 M48 M49 M50
#> [1,] 1.157348492 0.853059756 -0.335496183 -0.857798991
#> [2,] 0.063201756 0.023915490 0.833047178 0.277230864
#> [3,] 1.147959964 -0.780462404 -0.802028594 -0.949728114
#> [4,] -0.149209462 1.949555324 0.749582116 -0.337094928
#> [5,] 0.828174706 0.596918327 -0.827367544 -0.592499428
#> [6,] -0.216584391 -0.323237465 0.419403340 0.762760007
#> [7,] 0.681890761 0.257142265 -1.218360190 1.203161410
#> [8,] 0.606682644 0.871011211 0.168061723 -0.570717914
#> [9,] 0.049969329 1.340144268 2.290109638 0.679790348
#> [10,] 1.521109754 -1.997217169 1.367941531 1.674477422
#> [11,] 0.142898737 -1.499312484 1.024975694 0.440357814
#> [12,] 0.542833475 0.652844645 -1.012295138 0.434841890
#> [13,] 1.152222469 0.807986675 1.470847665 0.790730374
#> [14,] 0.599051329 -0.868062038 0.993172074 -0.354351028
#> [15,] -0.109569207 0.539444684 -0.493752755 -1.025758800
#> [16,] -1.317946696 -1.783142662 -0.263619702 0.696023905
#> [17,] 1.300348093 -0.390963343 -0.556498481 -0.254913716
#> [18,] -1.951948079 1.290618046 0.961054973 -0.003038626
#> [19,] 0.767242418 0.271236257 -0.826034418 -0.818402775
#> [20,] -1.072729638 0.987189712 -0.274675278 -2.290377131
#> [21,] 0.096300090 -0.984316423 -1.103544516 0.624500976
#> [22,] 0.080530338 0.290045445 0.852857065 0.217301450
#> [23,] -1.631624808 -1.606199332 -1.501622901 -0.238225226
#> [24,] -0.494237509 0.160846280 -1.209148248 -1.543004467
#> [25,] -1.128853566 -1.024678169 -1.533639637 -0.026942818
#> [26,] -0.921388638 -1.856654446 -0.580263052 -0.726822476
#> [27,] -0.043530271 -0.872563692 0.390317951 -0.698266006
#> [28,] -0.315339902 2.350390585 -1.351744476 0.801696065
#> [29,] 0.910253552 -0.426748784 1.651202705 0.791770403
#> [30,] -0.865848877 -0.421090936 0.304863945 0.296417201
#> [31,] -0.631402157 -0.469266317 -0.386589692 -0.354212933
#> [32,] 0.203106783 -0.666075139 0.148898194 0.022806755
#> [33,] -1.715244876 -0.758156322 0.521914466 -0.366577067
#> [34,] -0.005957265 0.177727591 0.269031436 -0.913571255
#> [35,] -0.085179852 -0.049433803 0.355166603 -0.465667073
#> [36,] -0.801296886 0.931372456 0.091650989 0.146140910
#> [37,] -0.392444742 0.891991152 0.487683274 0.114161587
#> [38,] -1.496814399 0.634577622 -0.036772297 0.095928969
#> [39,] -0.626286133 -0.018505641 -0.161867550 2.206901135
#> [40,] -0.234482574 0.399138234 -1.498298538 -2.076275128
#> [41,] -0.310206014 1.390801159 1.378045327 -1.664890701
#> [42,] -0.580141805 0.007378133 -0.537207187 0.508965028
#> [43,] -2.010863207 0.178268770 0.971585371 -0.067012090
#> [44,] 0.299569482 -1.902086841 -0.539626618 0.196134450
#> [45,] -1.078679361 -1.055522285 1.422463802 -0.893459065
#> [46,] -0.085736735 0.562003674 -0.868080209 -1.827271900
#> [47,] 0.212162949 -1.557488006 -0.446676794 0.093773406
#> [48,] 0.572518754 0.057863925 -0.003565519 0.384371467
#> [49,] 0.051464102 -0.279928421 0.128830127 -1.812764537
#> [50,] -0.409315782 1.087467580 0.816954421 1.073821030
#> [51,] -0.839672339 0.623906808 1.779631869 1.260791959
#> [52,] 1.217332762 -0.472053428 0.968609648 -0.299922255
#> [53,] 0.225610094 1.197915121 -0.022706290 1.005505322
#> [54,] -0.998628765 0.472897638 -0.005389383 -0.163027582
#> [55,] -1.728821854 0.196648925 -1.837362571 0.027693188
#> [56,] 0.632901314 1.463543046 0.636357922 0.528148036
#> [57,] 0.455111507 0.464557226 0.781895091 -0.136812642
#> [58,] 1.260378567 1.426274656 1.707068959 0.726207155
#> [59,] 1.269960380 -0.042567149 -0.556095182 -0.563022672
#> [60,] 2.450834108 0.851162225 -1.233030689 -1.328907025
#> [61,] -1.138030842 1.161217416 0.139964870 0.075943348
#> [62,] -1.070982629 -0.617495027 -0.775870436 1.926180570
#> [63,] -1.354141770 -0.196802181 -1.185663373 0.336157225
#> [64,] -0.433060767 -1.522935654 -0.770793414 0.139587208
#> [65,] 0.942544700 0.008468030 -0.047302756 -2.240118169
#> [66,] 0.579904840 -0.680301994 0.536460900 -0.606318947
#> [67,] 1.150544204 -0.205336976 0.642370025 0.861097800
#> [68,] -1.215884144 -0.552487217 0.974242440 -0.419845156
#> [69,] 0.153298388 -0.295543218 -0.043230904 -0.203363800
#> [70,] 0.653943883 -0.458044905 -1.175165263 -0.148181438
#> [71,] 0.321952423 -0.567080695 0.401232902 -0.615122646
#> [72,] 1.395242591 -0.361583422 0.371749398 -1.957751064
#> [73,] -0.683195998 1.673649637 -0.427789554 0.881538209
#> [74,] 0.794357315 -0.940145078 -0.143021761 -0.749414043
#> [75,] 0.322483736 1.150654502 -0.098428440 -1.523952937
#> [76,] 0.579097757 -0.773325232 0.433670048 -0.724168124
#> [77,] -1.432176454 0.479741511 -1.243420108 -0.047433493
#> [78,] 1.012278812 -0.898041990 0.211773160 -0.171628550
#> [79,] 0.897546165 -1.084463041 1.448362697 -0.099781063
#> [80,] 0.298138145 0.635334501 -1.628418372 0.679156355
#> [81,] -0.186557108 -0.092483285 -0.573278351 -0.761899897
#> [82,] 1.761478893 -1.571146570 1.035313317 -0.124537625
#> [83,] -0.034265265 0.952061817 2.935880968 -1.279870126
#> [84,] 0.581062412 -0.527770353 -0.415843818 0.141415832
#> [85,] -0.395867295 0.290510103 0.897629767 1.262122355
#> [86,] -0.012235347 0.539153538 -1.603969196 1.045775953
#> [87,] -2.442120610 -1.238775885 -0.859019959 0.791935644
#> [88,] -0.834235463 -0.632105044 0.123031764 0.725152581
#> [89,] 1.360028348 1.905977442 -1.690766158 0.814744714
#> [90,] -0.150458846 0.831969940 0.718369070 1.281456991
#> [91,] -1.140316237 -1.491741555 1.754285155 -1.171818925
#> [92,] -1.410085542 -0.224098689 -1.721848754 2.885750115
#> [93,] 0.521267903 -1.162657564 1.626854327 0.239668977
#> [94,] -0.871342916 1.312390744 -1.107881879 2.496959379
#> [95,] 2.780357847 0.123926044 -1.194043534 2.031201630
#> [96,] 1.406616498 -0.197206019 -1.176446639 0.934036240
#> [97,] 1.263038668 1.274346400 0.236059361 -0.748868913
#> [98,] 0.293343635 1.388272627 -0.329081273 0.471242164
#> [99,] -0.970384338 -2.461315775 0.021303871 -0.147200089
#> [100,] 0.457831486 0.873100904 -0.217135562 -0.140922442
#> attr(,"scaled:center")
#> [1] -0.1155185625 -0.0021580704 -0.1648668787 -0.0217858703 -0.1368770057
#> [6] -0.0878617963 -0.0008371926 0.0181244354 -0.0677145538 -0.0842019763
#> [11] -0.0075419570 0.1336330727 0.0857410357 0.0307662985 -0.0710467482
#> [16] -0.2244129083 0.1651090007 0.1291796133 -0.0121430062 0.0558363416
#> [21] -0.0026916786 0.0914267574 0.0783742886 0.0314066791 -0.1271835034
#> [26] 0.0682304632 0.0077674679 0.0423086508 0.0440359822 0.0788491745
#> [31] 0.0099241430 0.0968584317 0.0020242319 0.0455816297 -0.1807831658
#> [36] -0.0012353350 -0.1033830599 0.0174535152 -0.0613962933 0.0767967826
#> [41] 0.1450237838 -0.1819764173 0.0491678853 0.0204814699 -0.0367725059
#> [46] -0.1013170645 -0.1629925653 -0.1165246410 -0.0821366736 0.0608310916
#> attr(,"scaled:scale")
#> [1] 1.4218334 1.4451743 1.5526519 1.1166766 0.9289288 0.9190978 0.9849230
#> [8] 0.9235805 1.0413951 0.9138227 0.9776679 0.9479492 0.9513011 0.8989082
#> [15] 1.0002548 1.0094924 1.0424504 1.0756262 0.9576578 1.1139146 1.0885766
#> [22] 1.0584060 0.9967730 0.9655314 0.9265316 0.9586723 1.0839804 0.9757451
#> [29] 0.9642695 0.9871061 1.0238091 0.9516713 1.0550707 0.9684038 1.0244053
#> [36] 0.9344216 1.0398280 1.0122638 0.9448290 0.9391420 1.0155137 0.9744392
#> [43] 1.0490172 0.9341268 0.9874434 0.9799269 0.9877009 0.8846737 0.9471695
#> [50] 1.0328472
#>