ANALISIS MULTIVARIAT
Implementasi Principal Component Analysis (PCA) dan Factor Analysis (FA) pada Identifikasi Faktor Risiko Penyakit Batu Empedu
Christine Aprilia Putri (24031554046) Elvira Rizki Berliananda.P (24031554062) Kelas 2024D
Dosen Pengampu Mata Kuliah: Ulfa Siti Nuraini (0004109601) Dinda Galuh Guminta (0011129602)
Link Dataset:Gallstone.xlsx
library(readxl)
library(REdaS)## Loading required package: gridlibrary(psych)
library(DT)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(corrplot)## corrplot 0.95 loadedlibrary(FactoMineR)
library(factoextra)## Loading required package: ggplot2##
## Attaching package: 'ggplot2'## The following objects are masked from 'package:psych':
##
## %+%, alpha## Welcome to factoextra!## Want to learn more? See two factoextra-related books at https://www.datanovia.com/en/product/practical-guide-to-principal-component-methods-in-r/data <- read_excel("C:/Users/bynad/Downloads/dataset-uci.xlsx")
datastr(data)## tibble [319 × 39] (S3: tbl_df/tbl/data.frame)
## $ Gallstone Status : num [1:319] 0 0 0 0 0 0 0 0 0 0 ...
## $ Age : num [1:319] 50 47 61 41 42 96 37 41 38 38 ...
## $ Gender : num [1:319] 0 0 0 0 0 0 0 0 0 0 ...
## $ Comorbidity : num [1:319] 0 1 0 0 0 0 0 0 0 0 ...
## $ Coronary Artery Disease (CAD) : num [1:319] 0 0 0 0 0 0 0 0 0 0 ...
## $ Hypothyroidism : num [1:319] 0 0 0 0 0 0 0 0 0 0 ...
## $ Hyperlipidemia : num [1:319] 0 0 0 0 0 0 0 0 0 0 ...
## $ Diabetes Mellitus (DM) : num [1:319] 0 0 0 0 0 0 0 0 0 0 ...
## $ Height : num [1:319] 185 176 171 168 178 155 185 176 186 171 ...
## $ Weight : num [1:319] 92.8 94.5 91.1 67.7 89.6 49 67.1 114 93.7 68.6 ...
## $ Body Mass Index (BMI) : num [1:319] 27.1 30.5 31.2 24 28.3 20.4 19.6 36.8 27.1 23.5 ...
## $ Total Body Water (TBW) : num [1:319] 52.9 43.1 47.2 41.4 51.4 34 41.8 57.6 51.9 39.5 ...
## $ Extracellular Water (ECW) : num [1:319] 21.2 19.5 20.1 17 20 15.7 17.1 23.5 20.9 16.6 ...
## $ Intracellular Water (ICW) : num [1:319] 31.7 23.6 27.1 24.4 31.4 18.3 24.7 34.1 31 22.9 ...
## $ Extracellular Fluid/Total Body Water (ECF/TBW): num [1:319] 40 45 43 41 39 46 41 41 40 42 ...
## $ Total Body Fat Ratio (TBFR) (%) : num [1:319] 19.2 32.8 27.3 15.8 20 6.3 11.3 31.8 21.5 19.2 ...
## $ Lean Mass (LM) (%) : num [1:319] 80.8 67.2 72.7 84.2 80 ...
## $ Body Protein Content (Protein) (%) : num [1:319] 18.9 16.7 16.4 16.9 16.8 ...
## $ Visceral Fat Rating (VFR) : num [1:319] 9 15 15 6 8 12 3 16 8 6 ...
## $ Bone Mass (BM) : num [1:319] 3.7 3.2 3.3 2.9 3.5 2.4 3 3.8 3.6 2.8 ...
## $ Muscle Mass (MM) : num [1:319] 71.4 60.3 62.9 54.1 68.2 43.5 56.5 73.9 70 52.6 ...
## $ Obesity (%) : num [1:319] 23.4 38.8 41.7 9 28.6 7.4 10.9 67.4 23.1 6.7 ...
## $ Total Fat Content (TFC) : num [1:319] 17.8 31 24.9 10.7 17.9 3.1 7.6 36.3 20.1 13.2 ...
## $ Visceral Fat Area (VFA) : num [1:319] 10.6 18.4 16.2 6.5 10.4 0.9 4.6 23.7 12.7 8.2 ...
## $ Visceral Muscle Area (VMA) (Kg) : num [1:319] 39.7 32.7 34 29.2 37.4 25.9 31.4 37.5 37.8 28.8 ...
## $ Hepatic Fat Accumulation (HFA) : num [1:319] 0 0 0 1 2 0 0 3 2 0 ...
## $ Glucose : num [1:319] 102 94 103 69 109 74 94 125 93 93 ...
## $ Total Cholesterol (TC) : num [1:319] 250 172 179 173 205 133 166 246 290 239 ...
## $ Low Density Lipoprotein (LDL) : num [1:319] 175 108 124 73 154 ...
## $ High Density Lipoprotein (HDL) : num [1:319] 40 43 43 59 30 30 40 34 33 43 ...
## $ Triglyceride : num [1:319] 134 103 69 53 326 65 60 464 679 129 ...
## $ Aspartat Aminotransferaz (AST) : num [1:319] 20 14 18 20 27 13 15 26 68 19 ...
## $ Alanin Aminotransferaz (ALT) : num [1:319] 22 13 14 12 54 13 14 28 102 34 ...
## $ Alkaline Phosphatase (ALP) : num [1:319] 87 46 66 34 71 60 72 69 70 75 ...
## $ Creatinine : num [1:319] 0.82 0.87 1.25 1.02 0.82 1.46 0.77 1.3 0.91 0.91 ...
## $ Glomerular Filtration Rate (GFR) : num [1:319] 112.5 107.1 65.5 94.1 112.5 ...
## $ C-Reactive Protein (CRP) : num [1:319] 0 0 0 0 0 0 0 0.11 1.57 0 ...
## $ Hemoglobin (HGB) : num [1:319] 16 14.4 16.2 15.4 16.8 11 13.8 16.5 16.5 16.6 ...
## $ Vitamin D : num [1:319] 33 25 30.2 35.4 40.6 45.8 20 24.5 22.7 15.6 ...data_selected <- data[, c(
'Age',
'Height',
'Weight',
'Body Mass Index (BMI)',
'Total Body Water (TBW)',
'Extracellular Water (ECW)',
'Intracellular Water (ICW)',
'Extracellular Fluid/Total Body Water (ECF/TBW)',
'Total Body Fat Ratio (TBFR) (%)',
'Lean Mass (LM) (%)',
'Body Protein Content (Protein) (%)',
'Visceral Fat Rating (VFR)',
'Bone Mass (BM)',
'Muscle Mass (MM)',
'Obesity (%)',
'Total Fat Content (TFC)',
'Visceral Fat Area (VFA)',
'Visceral Muscle Area (VMA) (Kg)',
'Glucose',
'Total Cholesterol (TC)',
'Low Density Lipoprotein (LDL)',
'High Density Lipoprotein (HDL)',
'Triglyceride',
'Aspartat Aminotransferaz (AST)',
'Alanin Aminotransferaz (ALT)',
'Alkaline Phosphatase (ALP)',
'Creatinine',
'Glomerular Filtration Rate (GFR)',
'C-Reactive Protein (CRP)',
'Hemoglobin (HGB)',
'Vitamin D'
)]#rename variabel
colnames(data_selected) <- paste0("X", 1:ncol(data_selected))
head(data_selected)#statistika deskriptif
describe(data_selected)#visualisasi
cor_matrix <- cor(data_selected)
corrplot(cor_matrix,
method = "color",
type = "upper",
tl.cex = 0.7)
#correlation
cor(data_selected)## X1 X2 X3 X4 X5
## X1 1.000000000 -0.307407233 0.040579150 0.235835013 -0.083262690
## X2 -0.307407233 1.000000000 0.411769384 -0.219450930 0.713265170
## X3 0.040579150 0.411769384 1.000000000 0.790874698 0.766921006
## X4 0.235835013 -0.219450930 0.790874698 1.000000000 0.335632016
## X5 -0.083262690 0.713265170 0.766921006 0.335632016 1.000000000
## X6 0.008023629 0.610825691 0.789365033 0.429647317 0.904350746
## X7 -0.198591514 0.739121391 0.686426634 0.234729831 0.817247287
## X8 0.326684923 -0.404556505 -0.055636656 0.211597804 -0.231735526
## X9 0.243447893 -0.528786690 0.374816764 0.753274685 -0.226242498
## X10 -0.243380721 0.531643020 -0.370677942 -0.752073024 0.232033640
## X11 0.029039752 0.419254991 -0.255477689 -0.550718075 0.084584916
## X12 0.531990810 0.080220086 0.763458030 0.748799372 0.555851726
## X13 -0.080666189 0.660764746 0.682284115 0.289732636 0.834346323
## X14 -0.101156772 0.765607903 0.772424360 0.308942274 0.928633383
## X15 0.045472562 -0.133613908 0.087556268 0.181664467 -0.002334898
## X16 0.195508109 -0.204243878 0.717435075 0.902706362 0.174362187
## X17 0.146932211 0.124302240 0.881509145 0.849625126 0.490523703
## X18 -0.056233430 0.711150281 0.714208930 0.290069818 0.842097173
## X19 0.148504261 0.030066314 0.139238971 0.125367744 0.121849410
## X20 0.159004883 -0.027024648 -0.005790833 0.004509984 -0.037914458
## X21 0.116586605 0.012359156 -0.023250461 -0.035787140 -0.005203587
## X22 0.103680532 -0.312972142 -0.250388889 -0.065000902 -0.382704574
## X23 0.058043251 0.236024572 0.311733847 0.173438727 0.325636932
## X24 -0.056929533 0.175510653 0.133568172 0.023173910 0.227864318
## X25 -0.060162568 0.248800185 0.227678492 0.070606821 0.322370687
## X26 0.121376404 -0.067962275 0.084705271 0.150627881 0.013636217
## X27 0.106189722 0.474618248 0.175979974 -0.131232080 0.466990731
## X28 -0.555640123 0.090786020 -0.043529120 -0.100273763 -0.015393012
## X29 -0.002826173 -0.101731775 0.049845881 0.141853099 -0.049769865
## X30 -0.121711032 0.601949463 0.304154099 -0.074216779 0.560095018
## X31 0.057598703 0.002872504 -0.085984914 -0.094750050 0.037904797
## X6 X7 X8 X9 X10 X11
## X1 0.008023629 -0.198591514 0.32668492 0.243447893 -0.243380721 0.02903975
## X2 0.610825691 0.739121391 -0.40455650 -0.528786690 0.531643020 0.41925499
## X3 0.789365033 0.686426634 -0.05563666 0.374816764 -0.370677942 -0.25547769
## X4 0.429647317 0.234729831 0.21159780 0.753274685 -0.752073024 -0.55071807
## X5 0.904350746 0.817247287 -0.23173553 -0.226242498 0.232033640 0.08458492
## X6 1.000000000 0.783681732 0.12412309 -0.097254712 0.103223004 -0.11337895
## X7 0.783681732 1.000000000 -0.39553651 -0.315013157 0.319642451 0.17897861
## X8 0.124123086 -0.395536511 1.00000000 0.397466128 -0.399562035 -0.53118074
## X9 -0.097254712 -0.315013157 0.39746613 1.000000000 -0.994054990 -0.67291852
## X10 0.103223004 0.319642451 -0.39956203 -0.994054990 1.000000000 0.67286230
## X11 -0.113378952 0.178978612 -0.53118074 -0.672918522 0.672862295 1.00000000
## X12 0.659615969 0.410034304 0.23256466 0.394664544 -0.392237713 -0.27703281
## X13 0.820540398 0.793775220 -0.18716221 -0.224419411 0.237617518 0.11101098
## X14 0.865197688 0.904088221 -0.31058698 -0.246536280 0.251265051 0.18649662
## X15 0.012884883 -0.013212906 0.03543015 0.161172057 -0.159559512 -0.14230976
## X16 0.279223712 0.075162209 0.25749939 0.866062462 -0.864811282 -0.61022076
## X17 0.567959607 0.395320118 0.13515001 0.651718915 -0.649354680 -0.50977870
## X18 0.767504412 0.802562424 -0.30384067 -0.203871648 0.210321942 0.21472516
## X19 0.128716189 0.086888406 0.01636131 0.048744685 -0.044243800 -0.01398388
## X20 -0.017373693 -0.057560942 0.07150033 0.078881627 -0.090184560 0.01987760
## X21 0.037368159 -0.015880805 0.10484708 -0.007487995 -0.002906991 0.04802210
## X22 -0.356704973 -0.373568525 0.11726820 0.195381347 -0.192898345 -0.09837113
## X23 0.285614788 0.314240184 -0.13439273 -0.013576566 0.006022450 0.06780448
## X24 0.227366879 0.211334573 -0.03645544 -0.115314188 0.118915119 0.04216347
## X25 0.306369665 0.328279168 -0.09664352 -0.126609582 0.127604585 0.05477681
## X26 0.017713942 -0.005741656 0.05106969 0.119358821 -0.135548573 -0.04728167
## X27 0.413714867 0.453888242 -0.18315728 -0.446410375 0.444089098 0.36284599
## X28 -0.030853256 0.046496958 -0.09372887 -0.084316126 0.083879992 -0.08038108
## X29 -0.075667938 -0.044564079 -0.05337014 0.159571895 -0.158278180 -0.11006863
## X30 0.538972805 0.602186352 -0.18058998 -0.402272877 0.402383350 0.21365243
## X31 0.084003860 0.011591064 0.12774425 -0.152076268 0.155425448 0.02911991
## X12 X13 X14 X15 X16
## X1 0.531990810 -0.080666189 -0.1011567725 0.045472562 0.19550811
## X2 0.080220086 0.660764746 0.7656079028 -0.133613908 -0.20424388
## X3 0.763458030 0.682284115 0.7724243604 0.087556268 0.71743508
## X4 0.748799372 0.289732636 0.3089422744 0.181664467 0.90270636
## X5 0.555851726 0.834346323 0.9286333834 -0.002334898 0.17436219
## X6 0.659615969 0.820540398 0.8651976881 0.012884883 0.27922371
## X7 0.410034304 0.793775220 0.9040882208 -0.013212906 0.07516221
## X8 0.232564663 -0.187162210 -0.3105869769 0.035430149 0.25749939
## X9 0.394664544 -0.224419411 -0.2465362797 0.161172057 0.86606246
## X10 -0.392237713 0.237617518 0.2512650511 -0.159559512 -0.86481128
## X11 -0.277032808 0.111010978 0.1864966151 -0.142309758 -0.61022076
## X12 1.000000000 0.475441698 0.5228714524 0.105388866 0.63426534
## X13 0.475441698 1.000000000 0.8399008967 0.003024776 0.14030397
## X14 0.522871452 0.839900897 1.0000000000 -0.013387926 0.15995214
## X15 0.105388866 0.003024776 -0.0133879259 1.000000000 0.15268472
## X16 0.634265339 0.140303967 0.1599521436 0.152684716 1.00000000
## X17 0.805343334 0.414058170 0.4743802747 0.117578637 0.87362806
## X18 0.457868320 0.755827266 0.8648827026 -0.026295568 0.15427361
## X19 0.228618856 0.144522705 0.1160794129 0.114104002 0.10095044
## X20 0.035993110 -0.035398265 -0.0451610926 -0.015660110 0.02646869
## X21 0.022154451 0.032705401 0.0018718626 -0.028416874 -0.04291551
## X22 -0.163646598 -0.344326519 -0.3789497143 0.011608801 0.03890891
## X23 0.246040178 0.294357852 0.3386705395 0.023143165 0.11371526
## X24 0.103385712 0.186209158 0.2274269031 0.024772183 -0.03273613
## X25 0.170082166 0.260295186 0.3280774185 0.014200298 0.01211940
## X26 0.125174004 -0.023465500 -0.0007595401 -0.003236782 0.12672650
## X27 0.224227732 0.419776095 0.4693825698 -0.048299265 -0.24824601
## X28 -0.308161450 -0.009193478 -0.0015389385 -0.018759627 -0.07087217
## X29 0.019130370 -0.065895304 -0.0569800320 0.009651578 0.13660236
## X30 0.236223547 0.524228276 0.5730241284 -0.024880262 -0.17355510
## X31 0.002308791 0.055387654 -0.0009158647 -0.089796464 -0.15809902
## X17 X18 X19 X20 X21
## X1 0.1469322106 -0.0562334304 0.148504261 0.159004883 0.116586605
## X2 0.1243022402 0.7111502810 0.030066314 -0.027024648 0.012359156
## X3 0.8815091446 0.7142089304 0.139238971 -0.005790833 -0.023250461
## X4 0.8496251264 0.2900698182 0.125367744 0.004509984 -0.035787140
## X5 0.4905237027 0.8420971732 0.121849410 -0.037914458 -0.005203587
## X6 0.5679596072 0.7675044117 0.128716189 -0.017373693 0.037368159
## X7 0.3953201180 0.8025624243 0.086888406 -0.057560942 -0.015880805
## X8 0.1351500093 -0.3038406651 0.016361315 0.071500328 0.104847081
## X9 0.6517189147 -0.2038716480 0.048744685 0.078881627 -0.007487995
## X10 -0.6493546804 0.2103219425 -0.044243800 -0.090184560 -0.002906991
## X11 -0.5097786957 0.2147251585 -0.013983879 0.019877596 0.048022105
## X12 0.8053433343 0.4578683201 0.228618856 0.035993110 0.022154451
## X13 0.4140581702 0.7558272660 0.144522705 -0.035398265 0.032705401
## X14 0.4743802747 0.8648827026 0.116079413 -0.045161093 0.001871863
## X15 0.1175786366 -0.0262955679 0.114104002 -0.015660110 -0.028416874
## X16 0.8736280622 0.1542736134 0.100950440 0.026468687 -0.042915513
## X17 1.0000000000 0.4092064197 0.147728513 0.015861710 -0.030169431
## X18 0.4092064197 1.0000000000 0.110376182 -0.029266349 -0.001514025
## X19 0.1477285130 0.1103761824 1.000000000 0.083041839 0.042791632
## X20 0.0158617105 -0.0292663487 0.083041839 1.000000000 0.865820707
## X21 -0.0301694312 -0.0015140253 0.042791632 0.865820707 1.000000000
## X22 -0.0941501707 -0.3740297996 -0.113648952 0.200755658 0.040132187
## X23 0.2034627989 0.3551423516 0.340377678 0.326705964 0.157004007
## X24 0.0495486926 0.2249583652 -0.046717523 0.009091761 0.052955525
## X25 0.1163813898 0.3069301853 -0.005581735 0.008064127 0.041409491
## X26 0.1066218367 -0.0001625898 0.190717890 0.043266813 0.062633753
## X27 -0.0006752588 0.4241640796 0.104070277 0.042102837 0.046206274
## X28 -0.0946379243 -0.0293840783 -0.139885170 -0.040048309 0.017354387
## X29 0.0982660275 -0.0383707814 -0.039604655 -0.047929075 -0.051556942
## X30 0.1250776011 0.5109146787 0.140698964 0.087683057 0.109977012
## X31 -0.1175522360 -0.0110560591 -0.036566305 -0.007823704 0.037148599
## X22 X23 X24 X25 X26
## X1 0.10368053 0.05804325 -0.056929533 -0.060162568 0.1213764043
## X2 -0.31297214 0.23602457 0.175510653 0.248800185 -0.0679622752
## X3 -0.25038889 0.31173385 0.133568172 0.227678492 0.0847052710
## X4 -0.06500090 0.17343873 0.023173910 0.070606821 0.1506278811
## X5 -0.38270457 0.32563693 0.227864318 0.322370687 0.0136362170
## X6 -0.35670497 0.28561479 0.227366879 0.306369665 0.0177139419
## X7 -0.37356853 0.31424018 0.211334573 0.328279168 -0.0057416561
## X8 0.11726820 -0.13439273 -0.036455441 -0.096643518 0.0510696862
## X9 0.19538135 -0.01357657 -0.115314188 -0.126609582 0.1193588205
## X10 -0.19289834 0.00602245 0.118915119 0.127604585 -0.1355485726
## X11 -0.09837113 0.06780448 0.042163467 0.054776810 -0.0472816658
## X12 -0.16364660 0.24604018 0.103385712 0.170082166 0.1251740039
## X13 -0.34432652 0.29435785 0.186209158 0.260295186 -0.0234655002
## X14 -0.37894971 0.33867054 0.227426903 0.328077418 -0.0007595401
## X15 0.01160880 0.02314317 0.024772183 0.014200298 -0.0032367820
## X16 0.03890891 0.11371526 -0.032736135 0.012119397 0.1267265004
## X17 -0.09415017 0.20346280 0.049548693 0.116381390 0.1066218367
## X18 -0.37402980 0.35514235 0.224958365 0.306930185 -0.0001625898
## X19 -0.11364895 0.34037768 -0.046717523 -0.005581735 0.1907178897
## X20 0.20075566 0.32670596 0.009091761 0.008064127 0.0432668125
## X21 0.04013219 0.15700401 0.052955525 0.041409491 0.0626337530
## X22 1.00000000 -0.35112695 -0.105746106 -0.101853547 -0.0491465926
## X23 -0.35112695 1.00000000 0.103122037 0.138107417 0.0790058737
## X24 -0.10574611 0.10312204 1.000000000 0.853426204 0.0490453987
## X25 -0.10185355 0.13810742 0.853426204 1.000000000 0.1426247975
## X26 -0.04914659 0.07900587 0.049045399 0.142624798 1.0000000000
## X27 -0.26022337 0.22548491 0.091605778 0.158613100 -0.0159390858
## X28 -0.05227722 -0.06208019 0.078518055 0.047248247 -0.0765925253
## X29 0.02891611 -0.03574297 -0.070266206 -0.063544499 0.0656930436
## X30 -0.29737691 0.32138847 0.209008480 0.280928254 0.0248535651
## X31 -0.01653378 -0.08473394 0.029499171 -0.033706971 -0.0818522490
## X27 X28 X29 X30 X31
## X1 0.1061897221 -0.555640123 -0.002826173 -0.12171103 0.0575987035
## X2 0.4746182485 0.090786020 -0.101731775 0.60194946 0.0028725042
## X3 0.1759799737 -0.043529120 0.049845881 0.30415410 -0.0859849135
## X4 -0.1312320805 -0.100273763 0.141853099 -0.07421678 -0.0947500504
## X5 0.4669907307 -0.015393012 -0.049769865 0.56009502 0.0379047971
## X6 0.4137148671 -0.030853256 -0.075667938 0.53897281 0.0840038603
## X7 0.4538882421 0.046496958 -0.044564079 0.60218635 0.0115910640
## X8 -0.1831572789 -0.093728873 -0.053370142 -0.18058998 0.1277442533
## X9 -0.4464103750 -0.084316126 0.159571895 -0.40227288 -0.1520762679
## X10 0.4440890976 0.083879992 -0.158278180 0.40238335 0.1554254479
## X11 0.3628459932 -0.080381075 -0.110068631 0.21365243 0.0291199140
## X12 0.2242277325 -0.308161450 0.019130370 0.23622355 0.0023087907
## X13 0.4197760952 -0.009193478 -0.065895304 0.52422828 0.0553876539
## X14 0.4693825698 -0.001538938 -0.056980032 0.57302413 -0.0009158647
## X15 -0.0482992647 -0.018759627 0.009651578 -0.02488026 -0.0897964643
## X16 -0.2482460081 -0.070872171 0.136602363 -0.17355510 -0.1580990185
## X17 -0.0006752588 -0.094637924 0.098266028 0.12507760 -0.1175522360
## X18 0.4241640796 -0.029384078 -0.038370781 0.51091468 -0.0110560591
## X19 0.1040702765 -0.139885170 -0.039604655 0.14069896 -0.0365663047
## X20 0.0421028365 -0.040048309 -0.047929075 0.08768306 -0.0078237039
## X21 0.0462062738 0.017354387 -0.051556942 0.10997701 0.0371485988
## X22 -0.2602233689 -0.052277216 0.028916113 -0.29737691 -0.0165337827
## X23 0.2254849082 -0.062080192 -0.035742972 0.32138847 -0.0847339416
## X24 0.0916057776 0.078518055 -0.070266206 0.20900848 0.0294991709
## X25 0.1586131005 0.047248247 -0.063544499 0.28092825 -0.0337069708
## X26 -0.0159390858 -0.076592525 0.065693044 0.02485357 -0.0818522490
## X27 1.0000000000 -0.473715710 -0.049009646 0.50054576 0.0920674533
## X28 -0.4737157095 1.000000000 -0.145863868 -0.02462084 -0.0666329001
## X29 -0.0490096457 -0.145863868 1.000000000 -0.18244866 -0.0512353512
## X30 0.5005457600 -0.024620844 -0.182448657 1.00000000 0.0331871716
## X31 0.0920674533 -0.066632900 -0.051235351 0.03318717 1.0000000000#cek MSA
r <- cor(data_selected)
KMO(r)## Kaiser-Meyer-Olkin factor adequacy
## Call: KMO(r = r)
## Overall MSA = 0.8
## MSA for each item =
## X1 X2 X3 X4 X5 X6 X7 X8 X9 X10 X11 X12 X13 X14 X15 X16
## 0.55 0.79 0.80 0.78 0.82 0.77 0.83 0.48 0.86 0.84 0.83 0.79 0.97 0.97 0.86 0.91
## X17 X18 X19 X20 X21 X22 X23 X24 X25 X26 X27 X28 X29 X30 X31
## 0.83 0.98 0.73 0.40 0.40 0.68 0.65 0.60 0.66 0.52 0.87 0.59 0.58 0.94 0.78#delete X21
data_selected = data_selected[-21]#delete X20
data_selected = data_selected[-20]#delete X8
data_selected = data_selected[-8]#cek MSA
r <- cor(data_selected)
KMO(r)## Kaiser-Meyer-Olkin factor adequacy
## Call: KMO(r = r)
## Overall MSA = 0.83
## MSA for each item =
## X1 X2 X3 X4 X5 X6 X7 X9 X10 X11 X12 X13 X14 X15 X16 X17
## 0.52 0.77 0.78 0.77 0.87 0.89 0.85 0.84 0.83 0.76 0.77 0.98 0.97 0.85 0.90 0.81
## X18 X19 X22 X23 X24 X25 X26 X27 X28 X29 X30 X31
## 0.98 0.71 0.92 0.85 0.59 0.65 0.52 0.87 0.60 0.57 0.94 0.72#Bartlett Test
bartlett.test(data_selected)##
## Bartlett test of homogeneity of variances
##
## data: data_selected
## Bartlett's K-squared = 23859, df = 27, p-value < 2.2e-16# scale data
scale_data = scale(data_selected)
r = cov(scale_data)# eigen value and vector
pc <- eigen(r)
print(pc$values)## [1] 8.543073251 5.997211454 2.079356763 1.680595002 1.361421570 1.095594692
## [7] 1.004695884 0.940160496 0.868754785 0.748523584 0.693103127 0.563403894
## [13] 0.495751983 0.394491704 0.289539655 0.253543051 0.214527841 0.197741174
## [19] 0.152630634 0.126883650 0.092012148 0.065127393 0.056686287 0.039480384
## [25] 0.021525474 0.014970573 0.005408096 0.003785450print(pc$vectors)## [,1] [,2] [,3] [,4] [,5]
## [1,] 0.002699682 -0.133222867 0.5204644490 -0.165461629 -0.140095596
## [2,] -0.235657657 0.219618206 -0.0930325220 0.118203776 -0.007894198
## [3,] -0.296332854 -0.183199395 -0.0718328345 0.073336419 -0.033678398
## [4,] -0.158140381 -0.341691839 -0.0197597749 0.003462394 -0.023541438
## [5,] -0.320218670 0.051690087 -0.0306257376 0.059565355 -0.059879657
## [6,] -0.315354303 -0.006123084 -0.0212415129 0.040679033 -0.105117014
## [7,] -0.300672486 0.097423178 -0.0814179577 0.075852923 -0.018893313
## [8,] 0.029235093 -0.393293714 -0.0442296122 -0.010537925 0.014474617
## [9,] -0.030924273 0.393372334 0.0422781507 0.013177883 -0.022715448
## [10,] -0.010470793 0.295211255 0.1854319659 -0.007899011 0.020613435
## [11,] -0.230359680 -0.218467690 0.2257591407 -0.062733256 -0.105115171
## [12,] -0.295440067 0.060132696 -0.0251449241 0.091133439 -0.051554021
## [13,] -0.323266717 0.068375207 -0.0400579037 0.069828341 -0.041932034
## [14,] -0.008866139 -0.084436693 0.0021517350 -0.072172370 0.184486371
## [15,] -0.110022701 -0.369498179 -0.0678463228 0.028004955 -0.008594691
## [16,] -0.214465469 -0.293622591 -0.0443730874 0.049302637 -0.040093185
## [17,] -0.299398892 0.063205763 -0.0195152174 0.052840388 -0.018973262
## [18,] -0.065665673 -0.039274178 0.2383511090 -0.036436566 0.525672837
## [19,] 0.145168389 -0.075094709 0.0002273901 -0.046180461 -0.301604918
## [20,] -0.144576944 0.002572455 0.1204598030 -0.052514298 0.493488382
## [21,] -0.096148524 0.055178054 -0.1885116059 -0.653416107 -0.102767102
## [22,] -0.131053599 0.052838750 -0.1697209302 -0.640335963 -0.067322859
## [23,] -0.019755163 -0.065043128 0.1023136274 -0.236588295 0.318725828
## [24,] -0.164431029 0.170989660 0.3531467231 -0.019004922 -0.092346059
## [25,] 0.025508389 0.049342765 -0.5693423811 0.090903411 0.178637165
## [26,] 0.016911907 -0.079743492 0.0365053834 0.062391622 -0.066657902
## [27,] -0.208756495 0.161325183 0.0422706496 -0.041146754 0.103589456
## [28,] 0.001219689 0.061096350 0.1024125717 0.015446642 -0.357515263
## [,6] [,7] [,8] [,9] [,10]
## [1,] -0.101247479 -0.0095371748 0.161699535 0.079376817 -0.129332720
## [2,] 0.107862629 -0.0256349517 0.114442554 -0.040217832 0.097646299
## [3,] 0.044382559 -0.0083493673 0.049725612 -0.007517916 0.009805864
## [4,] -0.004500776 0.0159453394 -0.035387343 0.009264716 -0.060683582
## [5,] 0.002894927 -0.0004296733 -0.013826359 -0.066803788 -0.008111016
## [6,] -0.100378626 0.0414362441 -0.039556938 -0.086944003 -0.025039285
## [7,] 0.055940963 -0.0319812513 -0.005360538 -0.067246363 0.014688109
## [8,] 0.004873797 0.0159867634 0.030155230 0.082280065 0.020139206
## [9,] -0.010039520 -0.0230893727 -0.033888469 -0.079910649 -0.006803977
## [10,] 0.147394659 -0.0844637472 0.206306590 0.050890058 -0.033806494
## [11,] -0.104619520 0.0114221007 0.061089651 0.001033911 -0.065177151
## [12,] -0.038431832 -0.0150485868 -0.021367408 -0.083490907 0.045178821
## [13,] 0.044489057 -0.0326131638 0.043900647 -0.040935100 0.009438644
## [14,] -0.213448130 -0.7458433933 -0.386674126 -0.319467671 -0.216359165
## [15,] 0.025527951 0.0063829717 0.056327137 0.042835856 0.021660827
## [16,] 0.012928061 0.0018467090 0.057929829 -0.001786701 0.048168985
## [17,] 0.078835634 -0.0221078136 0.051453323 0.035215415 0.001703699
## [18,] -0.187834978 0.0641915580 -0.072397967 -0.205299062 0.557519212
## [19,] 0.025755344 -0.2187374703 0.359857714 -0.347718455 0.613082758
## [20,] -0.055756332 0.1044539254 -0.108023490 0.445239686 0.161575570
## [21,] -0.013305478 -0.0147597253 -0.090271302 0.140812376 0.072640363
## [22,] 0.058628079 -0.0162361598 -0.008058408 0.048832518 0.079184318
## [23,] 0.276949139 0.3736223183 0.145465851 -0.638668428 -0.343083792
## [24,] 0.081736849 -0.1092936889 -0.057083512 0.056250725 -0.052905153
## [25,] -0.165740687 0.1106114420 0.042475024 -0.075123894 -0.019698517
## [26,] 0.724410017 0.0025650191 -0.540606340 -0.019459492 0.229261373
## [27,] -0.120768297 -0.0206391076 0.048996194 -0.052634018 0.040834918
## [28,] -0.425665036 0.4499604733 -0.519920135 -0.206163840 0.109549563
## [,11] [,12] [,13] [,14] [,15]
## [1,] 0.353968280 0.08855656 -0.376556041 -0.0445797802 0.177103306
## [2,] -0.015821148 -0.10347980 0.143271497 -0.2056686175 0.555510028
## [3,] 0.060733742 -0.07296974 0.116152218 -0.0587579413 -0.026441522
## [4,] 0.073620018 -0.01827496 0.030912118 0.0590460890 -0.403453890
## [5,] 0.047098872 0.06070826 -0.031278536 0.1773937900 0.067880755
## [6,] -0.054931666 0.15756578 -0.167289939 0.2390668166 0.146074881
## [7,] 0.017915465 -0.04225462 0.004853067 0.0005136328 -0.220377777
## [8,] -0.055590858 -0.10753123 0.139088512 -0.1659310433 0.058636370
## [9,] 0.064136026 0.12342093 -0.135563013 0.1624275808 -0.053588896
## [10,] 0.486017209 -0.23223634 0.216436558 -0.3994206118 -0.289363901
## [11,] 0.095446789 0.15047478 -0.272350187 -0.0521073533 -0.123429158
## [12,] 0.091447197 0.08829179 -0.017669805 0.2209753004 -0.018810664
## [13,] 0.113398951 -0.01357050 0.039040388 0.0341952634 -0.035129654
## [14,] 0.100891681 -0.18133014 0.006786430 -0.0173543614 0.083554041
## [15,] -0.006475256 -0.07866895 0.153456394 -0.1200455860 0.001018352
## [16,] -0.099282821 -0.01750500 0.042585885 -0.1721309238 0.083424846
## [17,] 0.210435857 -0.09231939 0.127859052 -0.0332824677 0.105676097
## [18,] 0.094066046 0.43472499 0.204710981 -0.1179681470 -0.036231179
## [19,] -0.020463558 -0.34779053 -0.158009057 0.2129554314 -0.077461361
## [20,] 0.032533863 -0.55821585 -0.185755289 0.3245155353 0.047269876
## [21,] 0.039130918 0.06551816 0.063273670 -0.0347698898 0.054429860
## [22,] -0.010167982 0.03722759 0.063520925 0.0003217042 -0.041798068
## [23,] -0.044471813 -0.20226521 0.010623689 0.1065516403 0.039677813
## [24,] -0.425912705 -0.02785927 0.267796633 0.1302526718 -0.412270729
## [25,] 0.262408233 0.03203443 -0.317716758 -0.0719843756 -0.313375051
## [26,] 0.100975789 0.05753748 -0.281539357 -0.1064754239 -0.019726983
## [27,] -0.484714958 -0.12473871 -0.463177664 -0.5652245504 -0.075422761
## [28,] 0.111079269 -0.31214005 0.126183311 -0.1357710877 0.001717546
## [,16] [,17] [,18] [,19] [,20]
## [1,] 0.107761002 -0.026920545 0.025186060 -0.333439930 -0.031848299
## [2,] 0.298821108 -0.162906056 -0.092821878 -0.115624541 -0.006636305
## [3,] 0.009418430 0.015164667 -0.035708347 0.054101419 -0.002271101
## [4,] -0.207402684 0.104551582 0.075088713 0.114929188 0.016971560
## [5,] 0.098084855 0.099483172 0.177208665 0.482963139 -0.155066411
## [6,] 0.090042156 0.031635684 0.091483203 0.131508683 -0.026419604
## [7,] -0.187369260 0.191174497 -0.586468645 -0.415289369 0.209890652
## [8,] -0.016302725 -0.091568350 0.143914400 -0.099871949 -0.029994228
## [9,] -0.007196195 0.073823853 -0.128663148 0.088718147 0.031456486
## [10,] -0.010047635 -0.190029916 0.011803889 0.283810373 -0.036565349
## [11,] 0.208613587 -0.002601027 -0.154675895 0.175746492 0.063630284
## [12,] -0.422027999 -0.720574272 0.188303384 -0.212426026 -0.051460940
## [13,] 0.012194206 0.086933271 -0.146286278 0.134832743 0.033668676
## [14,] 0.047374985 -0.006002377 -0.008528006 -0.005096921 -0.011854586
## [15,] 0.043498102 -0.093382495 -0.001628347 -0.028510227 -0.083747489
## [16,] 0.222595301 -0.107357130 -0.229562649 0.063963934 0.092948982
## [17,] -0.135740441 0.523320142 0.525147021 -0.329984165 0.025095971
## [18,] 0.023117014 0.050881684 0.017180542 -0.020295208 0.006353165
## [19,] 0.032956048 0.034058716 0.047749744 0.011161903 0.050347365
## [20,] 0.044294081 -0.037654734 -0.071053575 0.045353387 0.004516824
## [21,] 0.012771296 -0.093874708 0.134171688 0.088903120 0.649177098
## [22,] -0.008152253 0.044261395 -0.158538313 -0.102765698 -0.684749995
## [23,] 0.014972952 -0.026767018 0.022105039 -0.006164082 0.075182910
## [24,] 0.474655508 -0.116235701 0.208558066 -0.232173123 0.012915301
## [25,] 0.460369187 -0.106185605 0.173981320 -0.224823610 -0.025802246
## [26,] 0.062131614 -0.038269953 0.046978823 -0.015382938 -0.013650577
## [27,] -0.249853219 0.017364852 0.160124162 0.061268480 -0.031510007
## [28,] 0.035882461 0.006328035 -0.022716538 -0.018935870 -0.042392739
## [,21] [,22] [,23] [,24] [,25]
## [1,] 0.279517528 0.2454524551 -0.0306324308 0.0882882683 0.060414395
## [2,] 0.073856796 -0.0222832736 -0.0713952410 0.0487487255 -0.469665938
## [3,] 0.152063245 0.0359973873 -0.0789525523 0.1313556479 -0.292285670
## [4,] 0.154871970 0.0254241811 -0.1144652060 0.0815343367 -0.481186260
## [5,] 0.070390350 0.4562407783 0.0692011640 0.4432847440 0.155569730
## [6,] 0.342108691 -0.7015575060 -0.0809964259 0.0394326903 0.246676128
## [7,] 0.115147782 -0.0162945370 0.0308446422 0.3030638255 0.133870596
## [8,] 0.155862946 -0.1010589994 0.3889247024 0.1009563301 0.095355761
## [9,] -0.161250676 0.1026227862 -0.3681843913 -0.0778326924 -0.009611354
## [10,] 0.040524635 -0.2550461098 -0.0109560076 0.1038691575 0.157444941
## [11,] -0.494348545 -0.2284157319 0.0824737379 -0.1522454302 -0.291638894
## [12,] -0.181497698 0.0543703321 0.0489713816 -0.0226878830 0.013797436
## [13,] 0.270254405 0.2383461007 0.3655811106 -0.7302532467 0.096458412
## [14,] -0.014496785 -0.0121267063 -0.0036620371 -0.0053331952 0.001945042
## [15,] 0.104032277 0.1061795181 -0.7220209752 -0.2681070016 0.250509074
## [16,] -0.420147723 0.0962904967 0.0697263937 0.1201004404 0.396544777
## [17,] -0.344504651 -0.0631067496 -0.0137833622 -0.0606776146 0.078814534
## [18,] 0.053313958 0.0063948769 0.0024224709 0.0151583280 -0.001757439
## [19,] -0.006726243 -0.0165096107 0.0004118425 0.0002604322 -0.010212908
## [20,] -0.039331724 -0.0322826658 -0.0148651149 -0.0071234921 0.001419952
## [21,] 0.067445121 0.0513768531 -0.0457821090 0.0186388592 0.007784385
## [22,] -0.064600898 -0.0425566746 0.0403577161 -0.0093084022 -0.016604894
## [23,] -0.024339191 -0.0009171069 0.0020231669 -0.0158279281 0.011538243
## [24,] 0.056361699 0.0407098256 0.0123430809 0.0002264907 0.002114698
## [25,] 0.046377716 0.0552926024 0.0231865872 0.0152662292 0.012365793
## [26,] 0.022170641 -0.0181824423 -0.0006810517 -0.0098001927 0.013439516
## [27,] 0.076088980 0.0523656431 -0.0388547218 -0.0216923417 0.012712970
## [28,] -0.012633742 0.0266217382 -0.0008258243 -0.0154890106 -0.001444515
## [,26] [,27] [,28]
## [1,] -0.1435794096 -0.0037183480 0.0005934324
## [2,] 0.0015142434 -0.0011358386 -0.2876641988
## [3,] -0.1383995439 -0.1093687012 0.8164874853
## [4,] -0.3606090281 -0.0121370467 -0.4470183734
## [5,] 0.2792712453 0.0461443817 -0.1099368343
## [6,] -0.1273270925 0.0069277055 -0.0397182078
## [7,] 0.2490611661 0.0379072148 -0.0889765861
## [8,] 0.2511520913 -0.6682532804 -0.1180031274
## [9,] -0.1475083426 -0.7316273399 -0.0208702961
## [10,] -0.0119504487 0.0136837526 -0.0387151222
## [11,] 0.4197399966 0.0073257910 0.0105014661
## [12,] 0.0209215742 0.0250855334 0.0066181545
## [13,] -0.0566021018 -0.0051065084 -0.0340526667
## [14,] -0.0014335773 -0.0001446547 -0.0002497891
## [15,] 0.3039000319 0.0306127598 -0.0759135123
## [16,] -0.5592148294 -0.0092428482 -0.0756774580
## [17,] -0.0156208661 0.0102268587 -0.0110773927
## [18,] -0.0065167265 0.0070418213 0.0007364005
## [19,] 0.0097157320 0.0013605232 -0.0021902782
## [20,] -0.0081115777 -0.0097232508 -0.0040101856
## [21,] 0.0306586505 0.0065562470 0.0050374791
## [22,] -0.0485326210 -0.0049528118 -0.0038328704
## [23,] 0.0096258738 -0.0116106742 0.0058853093
## [24,] 0.0048152196 -0.0061561695 0.0046801090
## [25,] -0.0005716039 -0.0019662269 0.0016279255
## [26,] 0.0068409466 0.0021595328 0.0105983209
## [27,] -0.0128589380 -0.0016000853 0.0130190167
## [28,] -0.0015263837 -0.0002314264 0.0017887005Pricipal Component Analysis
# PCA
pca_result <- PCA(scale_data,
scale.unit = TRUE,
graph = FALSE,
ncp=ncol(data_selected))
# summary pca result
pca_result$eig## eigenvalue percentage of variance cumulative percentage of variance
## comp 1 8.543073251 30.51097590 30.51098
## comp 2 5.997211454 21.41861234 51.92959
## comp 3 2.079356763 7.42627415 59.35586
## comp 4 1.680595002 6.00212501 65.35799
## comp 5 1.361421570 4.86221989 70.22021
## comp 6 1.095594692 3.91283819 74.13305
## comp 7 1.004695884 3.58819959 77.72125
## comp 8 0.940160496 3.35771606 81.07896
## comp 9 0.868754785 3.10269566 84.18166
## comp 10 0.748523584 2.67329851 86.85496
## comp 11 0.693103127 2.47536831 89.33032
## comp 12 0.563403894 2.01215677 91.34248
## comp 13 0.495751983 1.77054280 93.11302
## comp 14 0.394491704 1.40889894 94.52192
## comp 15 0.289539655 1.03407020 95.55599
## comp 16 0.253543051 0.90551090 96.46150
## comp 17 0.214527841 0.76617086 97.22767
## comp 18 0.197741174 0.70621848 97.93389
## comp 19 0.152630634 0.54510941 98.47900
## comp 20 0.126883650 0.45315589 98.93216
## comp 21 0.092012148 0.32861482 99.26077
## comp 22 0.065127393 0.23259783 99.49337
## comp 23 0.056686287 0.20245103 99.69582
## comp 24 0.039480384 0.14100137 99.83682
## comp 25 0.021525474 0.07687669 99.91370
## comp 26 0.014970573 0.05346633 99.96717
## comp 27 0.005408096 0.01931463 99.98648
## comp 28 0.003785450 0.01351946 100.00000pca <- principal(data_selected,
nfactors = 7,
rotate = "none")
print(pca$loadings, cutoff = 0)##
## Loadings:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## X1 -0.008 0.326 0.751 0.215 -0.163 -0.106 0.010
## X2 0.689 -0.538 -0.134 -0.153 -0.009 0.113 0.026
## X3 0.866 0.449 -0.104 -0.095 -0.039 0.046 0.008
## X4 0.462 0.837 -0.028 -0.004 -0.027 -0.005 -0.016
## X5 0.936 -0.127 -0.044 -0.077 -0.070 0.003 0.000
## X6 0.922 0.015 -0.031 -0.053 -0.123 -0.105 -0.042
## X7 0.879 -0.239 -0.117 -0.098 -0.022 0.059 0.032
## X9 -0.085 0.963 -0.064 0.014 0.017 0.005 -0.016
## X10 0.090 -0.963 0.061 -0.017 -0.027 -0.011 0.023
## X11 0.031 -0.723 0.267 0.010 0.024 0.154 0.085
## X12 0.673 0.535 0.326 0.081 -0.123 -0.110 -0.011
## X13 0.864 -0.147 -0.036 -0.118 -0.060 -0.040 0.015
## X14 0.945 -0.167 -0.058 -0.091 -0.049 0.047 0.033
## X15 0.026 0.207 0.003 0.094 0.215 -0.223 0.748
## X16 0.322 0.905 -0.098 -0.036 -0.010 0.027 -0.006
## X17 0.627 0.719 -0.064 -0.064 -0.047 0.014 -0.002
## X18 0.875 -0.155 -0.028 -0.069 -0.022 0.083 0.022
## X19 0.192 0.096 0.344 0.047 0.613 -0.197 -0.064
## X22 -0.424 0.184 0.000 0.060 -0.352 0.027 0.219
## X23 0.423 -0.006 0.174 0.068 0.576 -0.058 -0.105
## X24 0.281 -0.135 -0.272 0.847 -0.120 -0.014 0.015
## X25 0.383 -0.129 -0.245 0.830 -0.079 0.061 0.016
## X26 0.058 0.159 0.148 0.307 0.372 0.290 -0.374
## X27 0.481 -0.419 0.509 0.025 -0.108 0.086 0.110
## X28 -0.075 -0.121 -0.821 -0.118 0.208 -0.173 -0.111
## X29 -0.049 0.195 0.053 -0.081 -0.078 0.758 -0.003
## X30 0.610 -0.395 0.061 0.053 0.121 -0.126 0.021
## X31 -0.004 -0.150 0.148 -0.020 -0.417 -0.446 -0.451
##
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## SS loadings 8.543 5.997 2.079 1.681 1.361 1.096 1.005
## Proportion Var 0.305 0.214 0.074 0.060 0.049 0.039 0.036
## Cumulative Var 0.305 0.519 0.594 0.654 0.702 0.741 0.777scores_PC <- scale(scale_data) %*% pc$vectors
scores_PC## [,1] [,2] [,3] [,4] [,5]
## [1,] -3.790691007 2.741434852 -0.25306551 0.972197866 -0.478547672
## [2,] -1.952419426 -0.997910975 -0.18115697 1.293895589 -0.994766852
## [3,] -2.948416069 0.089663408 2.76904275 0.481645087 -1.784941081
## [4,] 0.825852971 3.305368671 0.37259435 0.827274033 -2.005376711
## [5,] -3.610342564 2.550707283 -0.66626979 -0.057464111 0.398964015
## [6,] 2.914810704 3.894437427 6.59629387 -0.800123289 -2.868073073
## [7,] 0.714989739 4.782015250 -0.96232879 1.135159021 0.133718731
## [8,] -6.997653676 -1.516515985 1.27028354 0.574613162 0.621203144
## [9,] -5.160602930 2.711809569 -1.29099976 -2.722661818 2.062893332
## [10,] 0.583451279 2.806195421 -0.45553236 0.004208520 0.518235579
## [11,] -3.856755981 -0.540252223 -2.10090867 0.671115085 -0.296645200
## [12,] -0.644567754 2.966194892 -0.21447494 0.067333058 0.721519052
## [13,] -0.904183698 4.385194850 -1.13058660 0.849443642 0.239398717
## [14,] -0.005492552 5.622488222 1.30831512 0.250471705 0.175147338
## [15,] 0.640920504 2.884685209 1.29455590 0.203332844 -0.346206282
## [16,] -1.680033626 0.145053780 0.69803495 0.943481109 -2.391420022
## [17,] -3.422131353 2.003028164 0.72480126 1.200112713 -1.030338189
## [18,] -4.038867245 0.159564867 -0.92321703 1.484658149 -1.339562493
## [19,] -4.227298789 0.892580565 0.91063778 0.432418577 -0.357962843
## [20,] -0.084375680 4.664555844 -0.10553436 1.037202885 -0.572828577
## [21,] -6.789512794 -1.778833669 1.60355873 0.067544064 6.242880390
## [22,] 0.015024395 1.847734203 0.48015842 0.429620648 -0.524967238
## [23,] -2.411506311 1.501521595 0.79038935 0.632715124 -0.701887785
## [24,] -9.743957144 -7.386455091 -0.49251046 0.396993832 -2.304964037
## [25,] -4.894786305 0.908788152 -0.81962068 -0.584051441 -0.278858136
## [26,] -2.684783510 0.400323857 1.90329338 0.040715960 -1.018801166
## [27,] -3.062534149 -1.047442120 -0.00279536 0.866212915 -0.228525873
## [28,] -5.283978618 3.065347343 1.13343214 -1.367896849 -0.707934182
## [29,] -2.764703953 -0.445695299 3.44065012 -0.085091151 -0.995617119
## [30,] -1.696240821 1.581855662 0.80568021 0.880144801 -1.279047064
## [31,] -3.735705461 1.177576048 0.31713832 0.915163909 -0.393022845
## [32,] -1.828023786 -0.005951382 0.77914889 0.204071131 -0.660641308
## [33,] -3.776280937 0.480761295 -0.60718990 -0.161829584 -0.480422638
## [34,] -2.095826946 1.550645586 0.66622387 0.111569477 -1.149804979
## [35,] -0.816046492 1.710507645 0.59013794 -0.281399726 -0.500022644
## [36,] 0.992648240 2.719582450 1.00606412 0.364552245 -0.176300373
## [37,] -5.633449533 0.156304522 1.56873234 0.339085368 0.111763322
## [38,] 0.415185746 3.656663037 -0.64693445 0.924617457 -0.160334679
## [39,] 0.152588430 3.783984745 0.48255330 -0.200471755 0.005128998
## [40,] 1.414932687 1.045158977 4.15257665 -0.539796751 -1.589573545
## [41,] -1.080696650 1.716860178 2.73027877 0.070426213 6.340170778
## [42,] -2.099091238 3.668809931 2.38913980 0.285817212 -1.592793421
## [43,] -1.468835664 0.762270697 -0.09477659 -0.235751085 -0.147466419
## [44,] -1.059311091 2.393286434 1.25547648 -0.191337230 -0.525336817
## [45,] -3.407884179 1.785361320 -2.70676044 -5.138507566 -1.567560179
## [46,] -1.112790386 3.419539755 -2.29381211 -0.094726448 -0.448995561
## [47,] -1.449154200 3.599367738 -1.69563090 -0.234908598 0.508013979
## [48,] -0.601749055 1.863841366 2.86574524 -2.086325171 -0.757945609
## [49,] 0.183021033 1.216763774 0.78380909 -0.529849114 0.475142215
## [50,] -4.852139907 3.307947225 -0.47925333 -0.756850983 1.140836466
## [51,] -2.520087132 1.466365296 -0.24167772 -0.486553781 2.833328659
## [52,] 0.697902670 3.803180466 -1.16347189 0.976801180 -0.623713511
## [53,] 1.708390611 -0.504587159 -0.62661921 0.437991199 0.019546617
## [54,] -3.480301387 0.781507677 -0.96599284 -2.007818123 -1.093531597
## [55,] -0.134539482 -2.687579139 0.98020777 0.122636683 -1.039308209
## [56,] 2.431752090 -0.682735415 -0.13920462 0.082094499 -0.655907213
## [57,] 4.285744766 1.799157774 -0.10533996 0.394295456 0.163995342
## [58,] -2.049781245 2.872682433 -2.94147340 -9.305935207 -2.294221950
## [59,] -5.339272539 0.457577397 -0.80205624 -1.541121378 -0.878417944
## [60,] -1.472636239 2.179176190 -0.80170345 1.103514808 0.226286071
## [61,] -2.430846458 2.273585400 -0.87156742 0.370307411 0.140278070
## [62,] -0.821045600 2.669446966 -0.02256797 0.529161173 0.151512150
## [63,] -1.937533176 0.385389753 0.81524318 0.016402024 -0.400718592
## [64,] 0.713551763 1.816237711 1.46185955 0.089528711 -0.799828843
## [65,] -3.303578872 0.654889422 -0.48013497 0.160543759 0.126784216
## [66,] -5.966726835 -1.736596224 0.96708481 1.024345962 -0.363252527
## [67,] -4.044545979 -2.886857173 -2.39282919 -0.687883498 0.775968566
## [68,] -3.940070939 -0.118973282 -0.44739404 -1.006241883 0.030542016
## [69,] -2.070728820 1.761507180 -0.28878653 -0.194015020 -0.862113702
## [70,] -0.787688800 1.558091385 1.49355886 -0.874873359 0.471948077
## [71,] -4.523258059 -0.679701038 -3.07083407 0.980403250 0.444715348
## [72,] -0.911935660 3.468434163 0.48180931 -0.089841042 1.416881650
## [73,] -0.542979722 2.990174242 1.98661820 0.292752093 -0.962975110
## [74,] -1.724205755 2.725876454 0.32713231 0.861904566 -0.493592937
## [75,] 0.231576080 1.634870199 -0.08362510 -0.232052156 0.108160835
## [76,] -1.029422760 2.798677898 -1.14953758 1.009886277 -0.172589224
## [77,] 1.510729758 5.183769537 -1.85634793 1.534661353 -0.819751008
## [78,] -3.243810650 0.203444738 -1.54851369 1.136892221 0.718966441
## [79,] 2.159727467 4.405580044 -1.50331383 0.814682710 0.742285227
## [80,] -3.368573439 1.055378117 0.51750420 -0.510254430 0.914272677
## [81,] -2.769394421 1.857794727 -1.46709406 -0.316703309 0.152988727
## [82,] -3.811900282 0.115133821 2.29700342 0.342523480 1.166929838
## [83,] 0.928341304 1.876906557 -1.05648169 0.534757422 0.973521206
## [84,] -0.264982871 -6.367041340 -0.36641674 0.029295211 0.464303909
## [85,] -2.161115076 1.840831012 3.03936298 0.184095857 -0.742077604
## [86,] -4.694360031 1.610184159 0.98189183 1.368689028 -1.369031814
## [87,] -0.801047227 1.353914939 1.61241078 0.474707500 -1.811938913
## [88,] -1.187810393 -0.470416155 0.26241077 -0.210422415 -0.989241979
## [89,] 1.933010211 0.607912007 -0.94153262 1.090839088 -0.630748168
## [90,] 3.112724566 -2.513308217 0.85560143 -1.051275885 0.347374385
## [91,] -1.983439016 -4.847569975 2.33650244 0.236472889 0.452746046
## [92,] 0.813337403 -0.961717424 -0.46046125 0.393960039 0.523118409
## [93,] 3.971337498 1.671137210 -1.14941306 -0.039776486 0.408285861
## [94,] 2.550491937 -0.771335966 1.44482677 -0.580058946 0.091694798
## [95,] 0.612558409 -4.300185111 -1.07929479 0.182173279 -0.432157642
## [96,] -1.908697267 -4.209715847 -2.23806396 1.151696793 1.125110624
## [97,] 1.340032676 -2.584868125 3.04768051 -0.665659550 2.416387282
## [98,] 4.977020271 3.183113711 -1.62593409 0.401675083 0.350313949
## [99,] 2.217047527 0.747958919 -0.90843711 0.452728416 -0.151780691
## [100,] 4.986262127 2.437967538 -1.02777806 0.587109707 -0.695510018
## [101,] -3.148938873 1.327689824 -0.28455862 -0.306462620 0.026483495
## [102,] -3.549841627 -0.211726282 0.24619178 -0.406820063 -0.234705421
## [103,] -2.072997570 1.772080666 1.75177627 1.094689788 -0.914714987
## [104,] 1.321924140 3.455986611 -1.67816379 0.364213764 0.873918392
## [105,] 2.536770585 -0.305930979 0.23572691 -0.646961403 -0.065267387
## [106,] 0.608785368 3.631307839 -1.16585386 1.157584670 0.593893246
## [107,] -0.704628618 1.873173145 -0.66617567 -0.728090484 0.481841955
## [108,] -6.657811792 -0.680439509 0.38073355 0.235821993 0.089496964
## [109,] 3.399944662 2.834551232 -0.70986306 -0.913920842 0.095717862
## [110,] 5.593270359 1.993548275 -1.56581443 -0.103972587 0.693649859
## [111,] 4.000940721 0.097390356 -1.14784893 0.034993878 0.291625561
## [112,] 4.133363469 -0.394555446 -0.32896363 -0.935421976 0.948702648
## [113,] 5.387205550 2.939736528 -0.52885041 0.314585363 -0.352405310
## [114,] 3.410054688 2.261356491 0.72511818 -0.223967684 -1.223743848
## [115,] 3.838845641 0.743968501 -1.85305454 0.511523658 -0.684054737
## [116,] 3.053046614 -2.698691039 0.03898794 0.037455988 0.078939510
## [117,] 3.990542508 0.277962693 1.23165978 -1.299815873 2.852366686
## [118,] 1.467537453 -2.103896476 2.40555853 -0.130719094 -0.067092812
## [119,] 2.384426312 0.134251508 -1.23066159 0.674518803 0.231380604
## [120,] 2.452718215 -3.941402304 0.10518590 -0.285203557 0.506779136
## [121,] 1.870074892 -2.097944816 0.03877983 -0.525251803 1.145019763
## [122,] 2.651480026 -2.397030159 1.79303598 -1.155442164 0.774784955
## [123,] 0.661578887 -0.605122816 -1.28291438 -0.742935653 -0.709873514
## [124,] 0.730770699 -2.453150051 1.76690420 -0.028304179 -0.317499401
## [125,] 1.265341998 1.962879923 -1.26071367 1.434042085 0.095894275
## [126,] 3.302427194 -0.245112628 2.24426636 -1.316460342 -0.035970126
## [127,] 3.606355875 0.009717602 -0.02018959 -0.200170119 -0.506886499
## [128,] 2.027409732 1.192192902 -0.80472028 0.886378279 -1.603113793
## [129,] 3.042734333 -1.332279320 0.96930062 -0.593911715 -0.890283950
## [130,] 2.385481147 -0.865880172 -0.16717112 0.143555945 -0.906941181
## [131,] 4.178989842 2.824930177 -1.50875428 -0.062291310 -0.063068879
## [132,] 1.216660438 -3.035857505 0.61384664 -1.095541720 0.587677610
## [133,] 3.826745476 1.143762944 -0.20290996 -0.545653358 -0.547059781
## [134,] 2.498602601 -2.020601459 -0.55262541 0.178222038 -0.953671978
## [135,] -2.233738155 -3.500602065 -0.88925947 0.402333219 -1.036133539
## [136,] 6.162194973 1.937816916 -0.52680498 0.097468660 -0.844307192
## [137,] 1.190993423 -3.463344798 -1.32338757 -0.714450556 0.348813967
## [138,] 2.612489952 -0.252231278 0.08751427 0.449764806 -1.273838604
## [139,] 1.829556028 -2.752179160 -0.87554088 -0.199471074 0.416927355
## [140,] 1.545672217 -2.504187272 -0.07333360 -1.150528311 1.521871565
## [141,] -1.883064991 -4.301612896 -0.82476721 0.345026888 -0.493516778
## [142,] 1.273781361 -3.753654684 -0.09423069 0.071426003 0.308154124
## [143,] 3.084309539 0.934365732 -1.39096987 0.650584417 -0.440866621
## [144,] -1.800873674 -2.712896100 -1.24947306 0.888819968 -1.778543318
## [145,] 2.435177081 -2.174265029 0.25984436 -0.732045700 0.094745590
## [146,] 1.023480420 0.253851244 -1.46870829 0.666694346 -0.773122861
## [147,] 5.397727539 3.239326319 -1.70737917 0.438781757 -0.372486531
## [148,] 3.858087188 -1.386190309 1.71054611 -0.648662493 -0.532012784
## [149,] 3.235949461 -1.308519289 -0.50297494 -0.158084086 -0.320110555
## [150,] 1.445419572 -2.934705531 0.59025934 -1.248125077 1.238075406
## [151,] 1.026359929 -4.832801745 -0.56868933 -0.792918767 -1.341997493
## [152,] -1.809951710 -3.614883028 -0.64795692 -0.692177770 -0.384220317
## [153,] 1.691854219 -3.357904816 -0.78988372 -0.230133121 0.131329292
## [154,] 2.610592092 -1.313888983 -1.57880260 1.027639117 -0.266317239
## [155,] 3.573869574 0.155437304 -0.62525822 0.678617899 -0.631620410
## [156,] -0.945140110 2.934367162 -2.93784969 -1.618317057 -0.702380228
## [157,] 2.983062819 0.598405686 0.46646734 -1.198909020 1.368779961
## [158,] 2.012222550 3.006744407 0.52911924 0.668822984 0.003140203
## [159,] -5.939925592 -0.800277736 1.03402351 0.310550998 1.081087932
## [160,] -0.044828313 1.898816903 1.94078098 -2.061005806 0.640459890
## [161,] -1.602158921 1.176777911 0.85065241 0.230695573 -0.114270143
## [162,] 0.687922608 1.851647802 1.37386281 0.300604565 0.360831486
## [163,] 0.440946936 -2.660420222 0.76174444 0.050976260 1.141869659
## [164,] 3.358949162 0.516938830 -1.05213862 0.376910522 -0.028887344
## [165,] 4.818670772 3.364078011 -0.82763707 0.351340174 0.190554611
## [166,] -4.649865756 -1.429923298 -0.90880686 1.195504189 -0.744672188
## [167,] 4.251141111 -0.277513273 1.06972490 -0.993189243 -1.177445977
## [168,] -0.880479972 -2.539377118 -1.49975617 0.236253532 -1.254449263
## [169,] 2.447314982 -1.618990067 0.22122203 -0.090013438 -0.683976345
## [170,] 2.042775403 -0.063068274 -0.54016468 0.455608724 0.459032241
## [171,] -0.666822897 1.485071755 0.20023667 0.886654143 0.804580166
## [172,] 2.460469198 -1.251154059 -0.34710941 -0.433667341 0.987426138
## [173,] -0.019033648 0.900981688 0.14461359 0.057018076 -0.173896085
## [174,] 2.645185705 -1.220652950 0.07614954 -0.034649729 0.443216868
## [175,] -0.251826037 2.206388355 -0.87361034 0.530385768 -0.388959738
## [176,] -3.808868146 -1.067581272 -0.05041889 0.326850144 -0.060760313
## [177,] -1.195874304 2.419553990 1.12376475 -0.949517372 0.606354064
## [178,] 1.416938613 2.812146436 -1.59580831 0.408560129 0.539885985
## [179,] -1.547795477 2.433793778 -2.27774349 0.392526374 0.211959109
## [180,] 1.896084633 0.866088934 -0.42527978 0.663031375 0.227203472
## [181,] -4.135246153 0.473261238 -2.21259045 2.175825336 -0.494170824
## [182,] 3.774600174 0.804402256 -2.11567981 0.795835077 0.726589634
## [183,] -1.724868708 -0.310603104 1.03475675 -1.914307584 -0.383044739
## [184,] -2.897419830 2.070815425 -0.11703041 1.258222291 -0.361700359
## [185,] 2.013109652 -1.946555550 3.45450940 -0.732554693 -1.065196493
## [186,] 1.433010327 4.378453320 -1.04758377 0.289919470 -0.252580777
## [187,] -2.371087384 0.824038125 0.61899558 -0.501097964 0.232053583
## [188,] 2.812395113 -2.307286090 -1.11920545 0.750808598 0.581099613
## [189,] 2.073426436 -2.290811705 0.12108891 -0.108345143 0.684167263
## [190,] -3.748568110 -0.088275319 0.17321032 0.808605277 0.519629709
## [191,] 1.793128335 -1.716201604 -0.65020511 0.372159619 -0.321512928
## [192,] 0.405983284 -2.422608181 -2.27373890 0.965964404 0.853242813
## [193,] -2.765496210 0.761902007 0.63054351 1.101842619 -0.471739557
## [194,] 1.235836369 -3.731335394 0.83314548 -0.438314761 1.785462471
## [195,] -5.949892517 -2.221137902 1.82633204 0.503738690 -1.428666806
## [196,] 2.880662925 0.073615737 -1.19474617 0.327743599 -0.599565202
## [197,] 0.648867971 -3.112371505 -0.33937140 0.716715023 -0.957208547
## [198,] 0.444253870 2.883874611 -1.68381015 -3.021504578 0.824366720
## [199,] -0.290425942 3.049616125 -0.07096787 0.715811636 0.500589073
## [200,] -6.676835901 -2.222793258 -1.30455033 0.763696817 0.904136219
## [201,] -4.775395314 -4.304572487 1.39512387 -1.784346662 0.398107827
## [202,] -2.463918402 2.438459210 -0.88643637 1.101086397 0.480033077
## [203,] 3.793495891 -0.450590747 -1.05078675 0.656902793 0.691874348
## [204,] 2.075325345 -2.414334479 0.14680587 -1.397146371 0.568883725
## [205,] -4.036884389 -0.715315494 -0.99325159 0.776337077 -0.323653560
## [206,] 2.897324020 -2.409482367 0.03182860 -0.250301928 0.539569758
## [207,] 0.357292486 -0.367028621 -0.19239661 0.534263593 -0.055421753
## [208,] 2.753173097 -0.990027546 -1.61974403 1.199149216 0.145003288
## [209,] -2.992736598 0.652333087 -2.46888755 0.860698278 -0.181710475
## [210,] -0.591664751 -6.407432659 0.50703506 0.169495889 0.332091653
## [211,] 2.749802082 -1.602490915 -1.93975287 0.436632271 0.184342017
## [212,] -2.590928458 -0.017472409 0.93337657 0.535350769 -0.821446329
## [213,] 3.716808511 -1.193291415 0.47753728 -0.437901696 -0.165161610
## [214,] 3.959327489 0.553266943 1.17115992 -0.306121711 0.013557708
## [215,] -1.878472424 2.229244924 0.25760239 1.163279468 0.307894274
## [216,] -0.288252015 2.775667432 -1.46994285 0.767760066 -0.178792150
## [217,] -0.580600205 -2.437358742 -1.15643163 0.211051428 0.301998733
## [218,] -2.593159775 -0.263227067 -0.14381479 -2.160617091 1.532979562
## [219,] -1.451712924 1.734802713 0.25508966 0.814430298 -0.568401274
## [220,] -4.745333011 -1.426042262 -0.91533314 0.660350679 -0.711341472
## [221,] -2.540115266 0.508146637 -1.97371946 0.219108105 -1.703750749
## [222,] 2.917372706 -1.885186979 1.20525862 -0.245209068 -0.212180465
## [223,] -0.165248156 -4.030690508 -1.66549800 0.487160659 0.265388943
## [224,] -4.797152229 -0.124506488 -1.86927279 -0.979703216 -0.290913537
## [225,] 2.956737727 0.091495220 -0.96194306 0.970152054 -0.482727690
## [226,] -0.740118896 5.204168464 0.07321576 0.761460645 0.669976021
## [227,] -2.706217997 0.257260172 0.48010850 0.523370387 -0.032872433
## [228,] 0.683980835 -2.006400932 -1.10558337 0.590947735 0.682023110
## [229,] 1.430877506 -1.279167194 -0.94019022 -0.174533329 1.397014275
## [230,] 1.437998420 -1.625959799 -1.02142814 0.701851880 0.213836153
## [231,] 1.049678906 1.867044410 0.71102840 0.387953380 0.556759293
## [232,] 2.186516892 -1.809858116 0.30984080 0.819526471 -0.185018891
## [233,] 3.340089719 -1.501266177 1.19494850 -0.536702344 0.205682460
## [234,] 5.369731616 -0.048095325 0.69737763 -0.602625269 0.333526412
## [235,] 0.378518747 2.189713901 1.91824955 -0.044851328 -0.691010415
## [236,] 4.569027831 2.277416023 -2.03041610 0.894103582 0.222209250
## [237,] 3.283386493 2.949685120 2.89918392 -0.698594562 0.031777688
## [238,] -1.108648235 1.036958953 -1.49677060 0.709092650 0.112241343
## [239,] -0.884412888 -1.793041989 -0.87968780 0.709273669 -0.344808957
## [240,] 2.842781207 -2.487669506 0.57219378 -2.374840073 4.791361919
## [241,] 2.392223388 -0.635246424 -2.31062185 1.153825222 -0.634638868
## [242,] 2.999763069 -0.605264958 0.58189775 -0.003409863 0.502847282
## [243,] -1.512660948 0.599538169 2.80434198 0.226133771 6.341611856
## [244,] -2.661639383 0.011101328 -0.54415947 -0.630699945 0.347973695
## [245,] 1.341309093 -2.596718471 -0.66892119 -0.168858803 0.718101023
## [246,] 4.818112260 -0.804995272 0.75808745 -0.903795354 0.592298187
## [247,] -2.857874384 -7.806819529 -1.67306018 1.464470726 -0.780104351
## [248,] 0.854035857 -3.508068658 -0.16966874 -0.058454896 0.030669814
## [249,] 2.155199806 -0.543641566 1.62833355 -0.402309931 0.814158000
## [250,] 3.042926182 -1.917339874 0.44952307 -0.588516338 0.584584848
## [251,] 0.058446660 1.071615026 0.80302077 0.005555720 3.663167427
## [252,] 3.048915176 1.619001705 1.57352910 -0.167814531 -0.950484005
## [253,] 3.336038239 0.302695658 0.58165424 0.303170293 -0.618351888
## [254,] 0.738735775 3.252972964 1.20297217 0.179244782 0.118630231
## [255,] 3.677523719 -3.867947804 0.35994524 -0.537592719 -0.467198463
## [256,] -2.623768447 -0.501633117 0.72793920 0.879416702 -0.680545671
## [257,] -2.249936367 0.481414760 -0.16481592 0.684473640 -0.750553707
## [258,] 3.207586018 -0.287103076 1.90924959 -0.744135600 -0.243582613
## [259,] -1.106831571 -6.115603918 -1.01827933 0.370623473 -0.554321653
## [260,] -2.896778692 3.596367500 -0.08315446 1.348036286 0.126720748
## [261,] 1.558496572 -3.067877169 -0.72532674 0.385776748 0.654412352
## [262,] 7.021485851 0.577295931 -1.43629222 -0.421256194 0.574060489
## [263,] 1.439682245 -4.469566609 0.35908125 -1.213523191 -0.322702983
## [264,] -1.736083743 -0.382695912 1.93671924 0.028002312 -1.199309036
## [265,] -1.216456536 2.295762176 0.43777637 0.822941412 -0.469225211
## [266,] -0.397171666 -2.350875360 -1.70969322 0.788478424 0.934328830
## [267,] -2.649849005 -0.715306623 -1.24053094 -0.944411987 0.131485468
## [268,] -1.096399701 1.435514049 -1.32096388 0.328851106 0.101587178
## [269,] 0.820802643 -4.868355022 -2.12903938 1.439348677 -1.210513806
## [270,] 4.731191695 1.531494148 -1.15259092 1.073066151 -0.146929073
## [271,] 0.412879981 0.944601191 0.25738450 0.242901953 -0.340143841
## [272,] -3.145149656 0.516597676 1.01379183 0.169732776 0.584318727
## [273,] 2.033790632 -5.418664159 3.60175922 0.171920375 -3.134451122
## [274,] 1.987745237 -2.363896430 -0.55814007 -0.226568856 0.391878712
## [275,] -0.329633245 3.457517015 -0.27953185 0.574023344 0.152490427
## [276,] 2.543712865 -1.897132953 -0.98519667 -0.249595223 0.604698555
## [277,] 1.793762830 -2.111711342 0.58608749 -0.671551484 0.177775312
## [278,] 1.784118993 3.166870834 4.00251025 0.218346613 -1.208690254
## [279,] -5.312640084 2.129741340 -4.61604596 -14.765867611 -0.901251218
## [280,] 0.208650634 -1.871854494 -2.03060989 1.415885077 1.270374463
## [281,] -0.836263749 -8.456625124 -0.70471194 0.676825499 -1.108653382
## [282,] -1.167631749 1.058953727 0.48244769 -0.481397928 0.313164925
## [283,] 0.018173818 -2.832017712 0.76266332 -0.912076135 1.986370617
## [284,] 0.607301475 -0.772334920 -1.44376397 1.055349474 0.134450770
## [285,] 1.077744656 -1.703387248 1.79453570 0.142232856 -0.338542931
## [286,] -2.359840867 1.385315575 0.28868498 -0.036497505 1.608135758
## [287,] 1.502149525 -2.753658310 -0.53196188 0.106965398 0.633528533
## [288,] -2.604273555 2.322276551 -2.71214242 1.465298015 0.840110922
## [289,] 0.499911781 -4.229969010 -0.06034328 0.305419069 0.088360414
## [290,] 0.925630098 -0.919705531 -1.31557174 0.822633553 0.822435130
## [291,] -4.444540008 -2.475935803 -0.18596656 1.195186412 -0.990157456
## [292,] 3.901384371 -1.190385481 1.66475962 -0.961635626 -0.557498763
## [293,] 4.203165619 -1.701446373 0.82670318 -0.118608006 -1.179959972
## [294,] -6.306330584 -4.739215126 -0.48070525 0.946924097 -0.965984718
## [295,] -0.395301885 2.461117380 1.71791063 0.105492797 1.260596331
## [296,] 1.160418521 -0.286347750 0.16426779 0.511485606 1.391405136
## [297,] 1.807300228 -1.687205171 -0.59722366 0.377462039 -0.499648519
## [298,] -0.201814214 -3.739443267 -0.37268219 0.180134554 -0.419519907
## [299,] -0.021735875 -1.604075358 -1.46197345 0.514342179 -0.502682404
## [300,] -1.022862792 1.521409059 3.10760166 0.022378361 -1.334206534
## [301,] 4.709946178 -1.047311667 2.25447909 -0.753952741 0.379940213
## [302,] 2.559534804 -1.400400596 -1.85648584 0.638679129 0.471418601
## [303,] 4.630327605 -1.499933223 0.17579428 -0.414220301 -0.582144062
## [304,] -1.015927779 -3.888392447 0.13803471 -0.666866341 0.581143511
## [305,] -0.209873364 2.623331438 1.93049088 0.616131236 -1.224305853
## [306,] 1.808275977 -2.808659558 3.28578225 -1.066739731 -0.455727021
## [307,] 0.928103057 -0.918982638 1.06938188 0.251112550 1.245080069
## [308,] 1.297390724 -0.764885190 -0.05594609 0.655568622 0.552021655
## [309,] -2.829539682 -0.841278736 3.01768589 -0.210293123 -1.472910373
## [310,] -4.803824196 -0.675574140 -0.37940331 0.217272659 -0.928851255
## [311,] -3.420931841 0.803491106 1.51037181 0.870255341 2.752320668
## [312,] 3.353097707 0.504688884 -0.94691679 0.064013831 0.453329432
## [313,] -2.800870658 1.038891414 3.95359462 -0.841445898 3.957379065
## [314,] 2.611298066 -3.008777988 -0.08786508 -0.474940130 -0.365737663
## [315,] -2.652134614 0.911929435 0.27438996 -0.504188933 -0.083831055
## [316,] 5.271365348 1.613190366 -2.20321726 0.196157095 0.005377885
## [317,] -3.650064614 -0.726369380 1.56489157 0.002024235 -0.089414976
## [318,] -3.175145551 2.179559183 -0.04665527 -0.318591698 0.460689939
## [319,] 5.033827175 -1.276804011 1.47707850 -2.743477841 -5.060217913
## [,6] [,7] [,8] [,9] [,10]
## [1,] -0.291455123 6.349237e-01 0.108663826 -1.171388465 -0.404694339
## [2,] -0.665929292 -2.673194e-01 0.231599090 0.482964637 -0.147766079
## [3,] -0.411466160 -3.417887e-01 -0.118281576 -0.205204457 -0.570885834
## [4,] -0.876962762 -3.624667e-01 -0.661651963 0.071735034 0.329432548
## [5,] -1.083015245 1.117930e+00 -1.263552245 0.234120311 0.129517942
## [6,] -0.922023646 3.331326e-01 -1.432634135 0.720163528 -1.995666560
## [7,] 0.340700023 -8.529950e-02 0.398121463 -0.661513895 -0.491358934
## [8,] -0.432963882 -4.797347e-02 -0.900461947 1.229519046 0.345948109
## [9,] 0.085151120 4.896871e-01 -0.910020024 2.679858197 0.961125109
## [10,] 0.119029450 -1.325072e-01 0.382337856 -0.043081760 -0.410734967
## [11,] -0.303177403 -1.400576e-01 -0.042708825 0.093569220 -0.379399542
## [12,] -0.014543421 5.414504e-01 0.170875617 -1.045834427 -0.502169205
## [13,] 0.371451093 -2.008848e-01 0.263345117 -1.140635750 -0.052679959
## [14,] 0.127182682 7.846011e-01 0.193743362 -1.328585438 -1.009037723
## [15,] -0.971473004 1.045841e+00 -0.457235860 0.170423332 -0.351284330
## [16,] -2.169900357 5.372634e-01 -1.433011028 0.588284919 -0.067669056
## [17,] -1.048949004 5.467653e-01 -1.515140802 0.476772487 0.157515416
## [18,] -1.066942638 6.595930e-02 -0.944621152 -0.289995689 0.072787415
## [19,] -0.683035991 -1.745149e-01 -0.501902095 0.847494944 -0.082445336
## [20,] 0.102375725 -7.338895e-01 0.132477252 -0.209041431 0.123873603
## [21,] -1.289936770 8.609301e-01 -0.008253155 0.558969835 3.243243242
## [22,] -0.108818629 2.688613e-01 0.000725860 -0.373347450 -0.536349262
## [23,] 0.057610241 6.562661e-02 -0.157304130 -0.416928972 -0.532527044
## [24,] -1.552381865 -3.724203e-01 -0.269582950 -0.589602192 0.060562426
## [25,] -0.759323308 2.718299e-01 -0.449643169 -0.093165548 -0.500444445
## [26,] -0.546323245 -8.428323e-01 -0.528719883 1.400856245 0.558195785
## [27,] -0.851957645 -2.043265e-02 -0.240562861 0.574566017 -0.361148180
## [28,] 0.243825632 -6.268382e-01 -0.254327321 1.412880557 -0.018558796
## [29,] -0.356195954 -1.294669e-01 0.916239592 -0.219239088 -0.640221375
## [30,] -0.576547485 -5.042984e-01 0.525524791 -0.114015375 -0.235166768
## [31,] -0.208976633 4.923444e-02 -0.013517328 0.072922378 -0.725066241
## [32,] -0.298956092 -4.973170e-02 -0.114801615 0.006689644 -0.781643104
## [33,] -0.067479535 6.574789e-01 0.098563361 -1.538613790 -0.784787113
## [34,] -0.157108850 9.093898e-03 0.369734678 -1.234426356 0.113814778
## [35,] -1.107242246 9.354907e-02 -0.460019892 0.335403827 0.219813814
## [36,] -0.700992744 5.655523e-01 0.063582043 -0.490283433 -0.681573022
## [37,] 0.066798535 4.290208e-01 0.022861146 0.116414804 -0.612211916
## [38,] -0.119566656 -3.144266e-02 -0.153135917 -0.400199072 0.156015127
## [39,] 0.206100901 2.660815e-01 0.319405030 -0.961525399 -0.526084594
## [40,] -0.115142137 3.488750e-01 0.098421564 -0.538910256 -1.148403360
## [41,] -1.748041927 2.136449e+00 -1.065983091 -4.205767630 5.133864412
## [42,] -0.870966914 -6.963209e-01 -0.360352297 1.049851213 0.368116039
## [43,] -0.859387607 4.240807e-01 -0.049280581 0.217725317 0.006326573
## [44,] 0.469029341 8.272289e-01 0.219225274 -1.586554562 -1.191527621
## [45,] -0.721285447 -3.116928e-01 -1.158186128 2.255607544 0.746915404
## [46,] 0.090200368 2.187624e-01 -0.723778149 -0.083371345 -0.268974650
## [47,] -0.310159068 4.186528e-01 -0.218162551 0.018527543 0.086844640
## [48,] -0.208822734 -3.433647e-01 0.090665551 1.458164604 -0.179784242
## [49,] -1.354423465 4.263854e-04 -1.119911829 1.966045115 -0.586295083
## [50,] 0.496094142 5.140351e-01 -0.242557915 0.304030392 -0.294416846
## [51,] -0.163827153 2.712789e-01 -0.292724154 1.020229250 -0.005203329
## [52,] -0.566612942 4.315349e-01 -0.945745028 -0.507286556 -0.021706872
## [53,] -0.922744806 7.798211e-01 -0.685290344 0.050111410 -0.064447717
## [54,] -0.262793806 2.660471e-01 -0.905699111 -0.408545778 -0.638481542
## [55,] -0.769872287 8.964857e-02 -0.131366712 0.420458764 0.280851040
## [56,] -0.804437467 4.547077e-01 0.108122759 -0.147481094 0.383777730
## [57,] -1.016356492 5.123909e-01 -1.156672054 1.054432222 -0.309137802
## [58,] -0.405492014 -1.629428e-01 -0.427941083 0.716802179 1.722701786
## [59,] -0.234015398 1.275013e-01 -0.585302459 -0.143014008 -0.030483934
## [60,] -0.486040794 2.758020e-01 -0.173058398 0.059493954 0.092650379
## [61,] -0.287397953 2.664357e-01 -0.027949801 -0.239967912 -0.172540346
## [62,] -0.313865900 5.013046e-04 0.038110683 0.370572435 -0.086734535
## [63,] -0.378638093 -2.144513e-01 0.335998675 -0.472976438 0.070733961
## [64,] -0.351360610 -4.418064e-01 0.772276434 -0.134770609 -0.180978914
## [65,] -0.512666872 -3.061455e-01 0.344142908 0.605692529 0.006461875
## [66,] -1.784341529 8.077705e-01 -0.845695425 0.240919751 0.260123193
## [67,] 0.258470915 -6.389487e-02 0.921105944 -0.349284709 -0.486302882
## [68,] -0.499366973 2.898666e-01 -0.238650205 0.435972296 -0.376460566
## [69,] 0.143261543 -8.407044e-01 0.403738390 0.342733435 0.150280759
## [70,] 0.689752738 -4.093868e-01 1.264315727 -0.196006218 -0.781047769
## [71,] 0.429067155 -5.119304e-01 0.890351326 -0.471082808 -0.022782948
## [72,] 0.626405937 -4.014915e-01 0.506573729 0.632317726 -0.830653370
## [73,] 0.661399995 -1.534381e+00 1.137715460 0.521628839 -0.482909445
## [74,] 0.775589413 -1.000396e+00 0.934340860 -0.233806700 -0.070813809
## [75,] -0.050416147 -4.911258e-01 0.601450936 0.244807751 -0.023547853
## [76,] 0.325001798 -3.500998e-01 0.968341449 -1.181222652 -0.155367681
## [77,] -0.347213858 -1.475853e+00 0.042666180 0.690805120 1.282830564
## [78,] -0.901268240 3.394063e-01 -0.704090234 0.387430326 -0.128237667
## [79,] -0.545606593 6.463882e-01 -0.839182949 -0.870779983 -0.029561065
## [80,] -1.110747443 8.005838e-01 -0.870045380 0.649460014 0.755542757
## [81,] -0.214925991 -4.199640e-01 0.074349843 0.906532371 -0.074118981
## [82,] -0.723029411 -5.981883e-01 0.385689321 1.406687441 1.294992076
## [83,] 0.315360362 5.316593e-01 0.477887452 -0.349954277 -0.208024221
## [84,] -0.675115532 6.486798e-01 0.135551819 -0.462087745 -0.772617828
## [85,] 0.385082764 -3.923914e-01 0.587456318 0.529681015 -1.177637030
## [86,] 0.418674561 -7.658279e-01 0.622579965 -0.348638659 0.091964243
## [87,] -1.181719432 -5.663637e-01 -0.726482596 1.186832135 0.715232392
## [88,] -0.799055516 5.735911e-01 0.001973421 -0.592901986 -0.462563324
## [89,] -0.714668091 9.000069e-02 -0.031866219 -0.155724778 0.498291511
## [90,] -0.910212722 7.989022e-01 -0.256983516 0.520959947 -1.102237296
## [91,] -0.846863578 -5.626157e-01 0.368388460 0.341794408 1.119993038
## [92,] 0.268290906 -6.971347e-01 0.341458619 0.936988742 -0.416576985
## [93,] -0.336637377 -1.184344e-01 0.169134416 0.712245582 0.189652694
## [94,] 0.088522730 7.397095e-01 0.345358343 -0.566252720 -0.156608256
## [95,] -0.186623176 4.189995e-01 0.180491906 -0.609265064 -0.577627717
## [96,] -0.510530754 2.575075e-01 -0.082511984 0.739769677 0.170122448
## [97,] -1.212853366 1.976741e-01 0.628999139 0.283914376 0.875497262
## [98,] -0.251205801 -2.465907e-01 0.152685321 0.099872588 0.043603952
## [99,] 0.198100925 4.294593e-01 0.064404758 -1.026415500 -0.164654771
## [100,] -1.063959931 -1.637311e-01 -1.085041706 0.112629254 1.036771431
## [101,] -0.320783303 1.133317e+00 -0.526938874 -0.952088218 -0.805884298
## [102,] -0.375909535 8.761031e-01 0.065924609 -1.072181682 -0.993106874
## [103,] -0.901028279 -1.059232e+00 -0.278580594 2.081691840 0.957299914
## [104,] -0.456249340 5.535139e-01 -0.450663144 0.054495954 -0.375500786
## [105,] 0.057851298 1.498584e-01 0.699255458 -0.377243128 -0.172288842
## [106,] 0.560725397 -7.144346e-01 0.911145674 -0.011999748 -0.159233211
## [107,] -1.108153143 8.148827e-01 -1.363406706 0.785735836 0.025786170
## [108,] 0.220067819 -8.719186e-01 0.867645124 0.363676782 0.367982495
## [109,] -0.040446853 -1.966365e-02 -0.059367732 0.517630212 0.066611755
## [110,] -0.062514953 1.427002e+00 -0.147457651 -2.124561518 -0.368600685
## [111,] 0.093451389 -8.297918e-01 1.459423978 0.277217413 0.727178138
## [112,] 0.400681390 4.452386e-02 1.064293867 -0.040292321 -0.391813973
## [113,] -0.451362767 -6.180112e-03 -0.353277358 -0.132964300 0.223528482
## [114,] -1.222804560 9.062315e-01 -0.839550911 -0.337950525 0.690248851
## [115,] -1.112005924 5.004726e-01 -0.756054999 -0.382654825 0.852505175
## [116,] -0.759202640 3.708928e-01 -0.297771484 0.132509077 -0.070940557
## [117,] 0.609123239 1.553063e+00 0.632123470 -0.731512569 -1.820882416
## [118,] 1.560626937 -7.420825e-02 0.958231993 -0.574202562 -0.848426207
## [119,] -0.061916639 -7.267036e-01 0.587813413 0.923078213 -0.286433663
## [120,] -0.058019118 -4.214992e-01 0.691065396 1.012565560 -1.010615050
## [121,] 0.287281835 1.872692e+00 -0.300381545 -1.949623079 -1.149424405
## [122,] -0.217918101 -3.944963e-01 0.457981297 0.713789030 -0.574600154
## [123,] -0.731212124 -2.677744e-01 -0.295604664 0.636417370 -0.145674226
## [124,] -0.731293252 4.357410e-02 -0.194315377 0.629566465 -0.415967106
## [125,] -0.634545140 1.031006e-01 -0.672830699 0.776711161 -0.228509641
## [126,] -0.443141282 3.593395e-01 -0.236642313 0.798168995 -0.432029727
## [127,] -0.604602408 2.296097e-01 0.005172674 0.041538677 -0.019375452
## [128,] -0.787801117 -7.878903e-01 -0.470943605 0.839515737 0.791517992
## [129,] -0.848020126 5.898813e-03 0.493261268 -0.168986029 0.392453711
## [130,] -0.897875578 5.830753e-02 0.231974241 -0.582690638 0.649333998
## [131,] -0.883449905 2.391698e-01 -0.635573308 0.145483559 0.164223708
## [132,] -1.223376396 7.680635e-01 -0.824123762 0.686211785 -0.607225053
## [133,] -0.728793757 4.744447e-01 -0.179307616 0.454934150 -0.128111375
## [134,] -0.959838722 2.186116e-01 0.038281171 0.106750650 0.743187761
## [135,] -1.297495481 4.263751e-01 -0.547199436 0.170791405 -0.314192246
## [136,] -1.380041761 6.097066e-02 -0.538843293 0.433019172 1.226055954
## [137,] -0.898335931 1.910967e+00 -1.399757529 -1.036481036 -0.965763377
## [138,] -1.363628769 7.448120e-01 -0.344214757 -0.388965840 0.805232840
## [139,] -0.567655438 6.792365e-01 0.124824540 -0.788604862 -0.590090813
## [140,] 0.523601808 5.358890e-01 1.229818289 -1.008889052 -0.996435270
## [141,] -0.234454539 -3.764631e-01 0.970372596 0.156856900 0.086518837
## [142,] -0.306405479 3.853405e-01 0.021562014 -0.427701992 -0.374864197
## [143,] -0.373027287 3.135171e-01 -0.213088998 -0.371583505 0.055641188
## [144,] -1.077880243 -3.917137e-01 -0.620208971 0.332677395 1.617201948
## [145,] -0.783434634 1.719754e+00 -1.281014727 -0.766566616 -1.157803593
## [146,] -1.515846616 1.060437e+00 -1.233626066 0.058831074 0.925799377
## [147,] -1.269345430 4.340329e-01 -0.847723348 -0.374923317 0.758072281
## [148,] -0.974264532 3.298639e-01 0.052615119 0.133412487 -0.118741393
## [149,] -0.427397959 2.169003e-01 -0.062214646 -0.445707042 0.144418241
## [150,] -0.847019572 6.420165e-01 -0.297450996 0.719900209 0.974798284
## [151,] -0.843033285 -9.086671e-02 0.859919748 -0.882360304 0.719946351
## [152,] -0.437620265 5.312993e-01 0.312987005 -0.882353593 -0.305768578
## [153,] -0.621385327 8.246855e-01 -0.396889541 -0.162005919 -0.901785610
## [154,] 4.280995096 7.449807e-01 -4.464618042 -0.160798027 0.701841092
## [155,] -0.973388844 3.239166e-01 -0.723296961 0.287567548 -0.192460785
## [156,] -0.456289393 6.533002e-01 -1.065504114 -0.651948581 0.107235562
## [157,] 1.162477861 -1.162652e-01 1.716657771 0.169156573 -0.797121418
## [158,] 0.738654760 -1.023557e+00 0.856867004 1.149184007 0.498907698
## [159,] -0.438362706 1.919188e-02 -0.126985610 0.033627126 1.132822765
## [160,] 0.159318378 5.541378e-02 0.457467584 0.234068356 -0.051694967
## [161,] -0.114996291 1.516240e+00 -0.262956346 -2.156047328 -1.081053436
## [162,] -0.672492835 1.112460e+00 -0.929997107 -0.900260820 -0.141168165
## [163,] 0.695620706 -3.008235e-01 0.192460272 1.607127944 0.011614689
## [164,] 0.126124448 -4.222230e-01 0.297338057 0.357285854 0.274226330
## [165,] 0.945303717 -1.322232e+00 1.084781621 0.137354249 0.330657375
## [166,] 0.513908264 -8.914347e-01 0.294465648 0.444610776 0.155102586
## [167,] -0.390308523 -2.131849e-01 0.564913714 0.709159150 0.820779789
## [168,] 0.084976528 1.071084e-01 -0.241556199 -0.505928176 0.839112030
## [169,] -0.239121793 4.979180e-01 -0.426087824 -0.424509879 -0.158534459
## [170,] 0.258610382 4.470685e-01 -0.403027704 -0.043464242 -0.162183869
## [171,] 0.391145923 1.764855e-01 0.053631943 0.037762732 -0.682667855
## [172,] 0.557552158 -1.108029e-01 1.238403413 0.112834185 -0.524355406
## [173,] -0.435154425 -2.622421e-01 -0.014698424 0.314652333 -0.354872224
## [174,] -0.991540057 1.192832e+00 -0.564222761 0.168146123 -0.548017055
## [175,] -0.657671153 -2.087038e-01 -0.029420470 0.132874644 0.102738986
## [176,] 0.333595791 3.404961e-01 0.761798505 -0.668199692 -0.555405372
## [177,] 1.160571099 1.333677e-01 1.238509267 -1.488152732 -0.890243264
## [178,] -0.296259138 3.400382e-01 -0.433611733 -0.306904484 -0.150771888
## [179,] -0.316351074 2.797816e-02 -0.305108692 -0.458338651 0.040505572
## [180,] 0.171216454 3.375264e-01 -0.122766381 0.276507417 -0.138339674
## [181,] 0.075266279 -1.165967e+00 0.739872332 0.103990130 0.270233892
## [182,] -0.630825064 -3.955059e-01 -0.274353160 0.935872814 0.275246207
## [183,] 0.743900398 7.327650e-02 0.375655327 -0.483148868 -0.904214966
## [184,] 0.975048930 -3.274376e-01 -0.318979888 -0.314082710 -0.385336843
## [185,] 1.507834291 -4.648545e-01 -0.447494203 0.240843219 1.163555834
## [186,] 0.513497231 6.793609e-01 0.429376021 -2.613741267 0.283016225
## [187,] 1.013244774 -1.742247e-01 0.173578180 -0.033242080 -0.423108265
## [188,] -0.088802243 -2.290980e-01 -0.131154899 0.843409591 -0.053611371
## [189,] 0.175787788 4.323380e-01 0.102999180 0.778195423 -0.399072051
## [190,] -0.088180786 5.303374e-01 1.111034365 -2.451264368 -0.053387408
## [191,] 0.206340078 -6.264100e-01 0.939825588 0.133346074 0.655658016
## [192,] 0.799590301 -2.598734e-01 0.166487393 -0.026113388 -0.480575500
## [193,] -0.876284759 1.046749e-01 -0.040834191 0.255700500 0.047660250
## [194,] 0.185250633 6.044010e-01 -1.064693259 1.241448344 -0.454787706
## [195,] -0.499307676 -2.710282e-01 -0.389677045 -0.226334420 -0.728332489
## [196,] -0.737270322 4.809228e-01 -0.586843142 0.197759800 0.061545365
## [197,] -2.379416632 1.485898e+00 -1.640513825 -0.206131094 0.437775895
## [198,] 1.201770381 -2.213580e-01 0.089577395 0.246162153 0.001249816
## [199,] 0.565743597 -5.633475e-02 0.028191597 0.088000976 -0.279379562
## [200,] 0.274657785 -4.995362e-01 0.843392160 0.576916969 -0.129175665
## [201,] -1.683775670 3.785033e-01 -0.154860612 -0.585508611 1.084074301
## [202,] 0.653630232 -2.857854e-01 0.736066781 0.027940310 -0.043711137
## [203,] -0.398585447 4.214325e-01 -0.315847073 0.813732808 -0.713484708
## [204,] -0.662782928 7.165691e-01 -0.462801163 0.493007264 -0.347560477
## [205,] 0.028895094 4.935445e-01 -0.307372693 -1.047724598 -0.068166114
## [206,] -0.377298147 1.015196e+00 -0.868330831 -0.241314670 -0.550050168
## [207,] -0.837814029 5.696339e-01 -0.611933401 0.723474017 -0.094988657
## [208,] -0.972952150 2.872931e-01 -0.926768787 1.107710849 -0.184710874
## [209,] 2.051904810 -2.577376e-01 -1.192057344 -0.370646206 0.185895088
## [210,] 0.058935430 -1.895963e-01 0.343953050 0.268212054 -1.141725564
## [211,] -0.156615842 -5.699631e-01 0.761144434 0.656951704 0.596980179
## [212,] 0.202721621 3.646518e-02 0.162035173 0.024379257 -0.430060440
## [213,] -0.299208985 -4.401459e-01 0.774063615 0.665755303 0.252413089
## [214,] 0.266368354 1.805745e-01 0.661272043 0.122036474 -0.581881743
## [215,] 6.617674386 1.796668e-01 -4.607458648 0.408712770 1.351291547
## [216,] -0.409650035 -2.653992e-01 -0.107049321 0.028341641 0.254962286
## [217,] -0.084185234 3.368566e-02 0.628911953 -0.008825692 -0.213699363
## [218,] -0.064678175 1.039985e+00 -0.206862438 0.055744095 -0.261297948
## [219,] 0.403090181 -3.508691e-01 0.605751850 -0.061810550 0.398909707
## [220,] 0.505880493 2.695564e-02 1.269554649 -0.150836756 -0.674359939
## [221,] -0.616854119 2.534340e-01 -0.534079695 -1.029865451 0.971403015
## [222,] -1.288166265 4.900103e-01 -0.360461867 0.564117116 -0.046095080
## [223,] 1.254249213 6.165582e-01 -0.649341919 -0.731974109 -0.650226543
## [224,] 0.388074980 -5.679646e-02 -0.116939953 0.394529106 -0.672030704
## [225,] 0.004016426 -8.815740e-01 1.124740281 1.006487553 0.583070669
## [226,] 1.499185678 -6.840725e-01 0.819501780 0.054217313 -0.645145267
## [227,] -0.216274215 -3.551935e-03 0.539619408 0.657934825 -0.350444338
## [228,] -0.021972510 3.963499e-01 -0.260402423 0.477259905 -0.447257957
## [229,] 0.048210113 -9.938843e-02 0.230062475 0.909506065 -0.805226452
## [230,] 0.191185186 -1.278022e-02 0.802698720 -0.194944879 -0.420942019
## [231,] -0.848486595 1.254830e+00 -0.886391468 -0.984726745 -0.194244326
## [232,] 6.147586596 -5.010016e-01 -3.045464956 -0.397746686 1.137336903
## [233,] 0.470136564 7.286507e-01 -0.698887914 0.250660131 -1.494637089
## [234,] 0.366028740 -4.255721e-01 1.162263753 0.081586658 -0.037304814
## [235,] 0.605388419 -1.059729e+00 1.563075814 -0.310092702 0.066551297
## [236,] 0.137633740 6.979738e-02 -0.028768585 -0.608245300 0.465127910
## [237,] 1.402514868 -8.719237e-01 0.647686174 0.789470219 -0.262214727
## [238,] 0.506243296 -7.901521e-01 0.761047958 -0.443899872 0.413436264
## [239,] 0.955701889 -5.643260e-01 0.453624485 0.007632207 -0.001544931
## [240,] -3.860605214 -1.369206e+01 -6.282004222 -5.034250307 -2.818648829
## [241,] -0.522449427 -3.698738e-03 0.148744871 -0.176396721 0.908893381
## [242,] 1.807920259 -1.512461e-01 0.468391491 0.240175948 -0.539291709
## [243,] 0.693304455 -1.269126e-01 0.083219318 3.643924963 2.842050669
## [244,] 0.181661163 1.053166e+00 0.265563311 -1.012454014 -0.633377778
## [245,] 1.131822718 -5.467061e-02 1.389407121 0.263976338 -0.694348800
## [246,] 0.224987768 -3.663177e-01 1.207048107 0.498546324 -0.187696104
## [247,] 1.980181967 -1.170050e+00 0.135251077 0.283828173 0.728651787
## [248,] 0.160540450 6.332164e-01 0.838880654 -0.755641909 -0.673989877
## [249,] 1.401212123 -2.026286e-01 0.994837526 -0.264972577 -0.891133722
## [250,] 0.715369502 -2.324338e-01 2.005709182 -0.209216337 -0.502883633
## [251,] -1.198951616 3.341673e-01 0.085055202 0.448500326 2.197933740
## [252,] 0.422993310 -6.593770e-01 0.344888855 0.776245603 -0.150242164
## [253,] 1.201220035 -3.991945e-01 -0.376391119 0.476769137 0.588447313
## [254,] 1.585630099 3.736291e-01 1.123848981 -1.967122350 -1.187631290
## [255,] -0.578259568 6.340001e-01 0.063995753 -0.568818827 0.580954209
## [256,] 0.561899117 -7.550603e-01 1.187769307 -0.470376772 -0.120495171
## [257,] 0.022021285 -4.617757e-01 0.036194188 -0.031613197 -0.117135406
## [258,] 3.284871841 5.719521e-01 -1.416944316 -0.868466334 0.184403520
## [259,] 0.718944245 -9.061190e-01 2.112245354 -1.220435078 0.401357975
## [260,] 0.718626996 -4.612302e-01 0.237172950 0.403607013 0.267510439
## [261,] -0.121420578 -1.207589e-01 0.502593490 0.718966980 -0.583762589
## [262,] 0.147543828 -5.964316e-01 0.735426581 0.550992264 0.081649740
## [263,] 0.350766592 -5.953499e-01 -1.022839781 2.218575716 -0.089458672
## [264,] 0.591112214 4.320462e-02 0.143615957 -0.592941594 -0.979843163
## [265,] -0.116137571 -1.475095e-01 0.152057936 0.032809808 -0.136156343
## [266,] 1.015774733 4.319184e-02 0.056026192 0.300359466 -0.913723102
## [267,] 0.055336240 -4.032260e-01 0.108076319 1.301930356 0.254713894
## [268,] 1.396107399 -5.396568e-01 -0.196620148 -0.082428103 0.162980681
## [269,] 2.398410192 4.413449e-01 -1.972573457 -0.808222627 1.693894585
## [270,] 0.492128955 -1.017299e+00 1.117243200 1.141568596 0.563276745
## [271,] 3.962425717 -5.916102e-01 -1.472476951 0.076399665 0.497133524
## [272,] 0.413859486 -6.291061e-01 0.991432632 1.700763092 0.322427418
## [273,] 4.061259707 5.470230e-01 -5.486454973 0.415667105 2.039898150
## [274,] 0.929275623 -3.047642e-02 1.617477109 -0.969592981 -0.274496601
## [275,] 1.434833403 -1.049644e+00 0.270070425 0.510716468 -0.104456480
## [276,] 0.766886712 1.970430e-01 0.337186678 -0.165662972 -0.866457568
## [277,] 0.482674184 -4.455697e-01 0.128694137 0.445680020 0.742069305
## [278,] 1.780491848 1.908050e-01 -1.778069736 -0.205314324 0.370326187
## [279,] 2.158857957 1.125414e-01 0.364044947 0.071792100 -0.011987246
## [280,] 0.980562539 -7.825941e-01 0.766204380 1.214079810 0.064852724
## [281,] 1.413795508 2.191554e-02 -1.422051158 -0.627366943 1.114217672
## [282,] -0.875936114 1.681253e+00 -1.430706422 -0.221927014 -0.271247321
## [283,] 1.495879241 2.607497e+00 -0.117369840 -2.688012940 -1.661249030
## [284,] 1.033228402 -1.159869e+00 1.557316034 0.551600699 0.213561417
## [285,] 0.760458748 -7.374659e-01 0.321817407 1.309561514 0.064285125
## [286,] 1.916811206 -1.125475e-01 0.610809246 0.654560750 -0.447548904
## [287,] 0.564710219 -6.832917e-01 1.169853416 1.214849311 -0.438028490
## [288,] 1.294347261 -2.770500e-01 1.534373685 -1.588334363 -0.039781569
## [289,] -0.157469325 8.948653e-01 0.467535125 -1.837949217 0.173970207
## [290,] 0.216170743 -5.448214e-01 0.513737128 1.435398587 -0.211594750
## [291,] -0.048290823 -4.074723e-01 1.139792028 -0.341883986 0.001361875
## [292,] -0.720225177 6.194509e-01 0.345588873 -0.511501966 -0.083491317
## [293,] -0.490809873 5.686610e-02 0.691995198 -0.488948782 0.867970195
## [294,] -0.244756367 -5.197047e-01 0.734839310 -0.647512137 -0.232687280
## [295,] -0.509567442 8.267557e-02 0.181402673 -0.663596371 0.878735354
## [296,] 0.020863135 -5.713667e-01 0.094914804 2.042610107 0.129801045
## [297,] -0.009834784 -4.003735e-01 0.677933259 0.028692395 0.710311226
## [298,] 0.002042216 -4.079638e-01 0.405246894 0.513259702 -0.188091706
## [299,] 0.872420745 -5.680704e-01 -0.458641091 0.219734649 -0.255151989
## [300,] -0.073141218 4.645407e-01 -0.297182620 -0.698676281 -0.796703978
## [301,] -0.060974263 1.304409e-01 0.189221652 0.993326676 -1.032076044
## [302,] 0.617890793 -4.417886e-01 0.425153447 0.278723531 -0.409308303
## [303,] -0.881366791 6.713662e-01 -0.133294103 -0.479279639 0.561468841
## [304,] 0.235073390 4.236083e-01 -0.582039648 -0.624852818 0.592810618
## [305,] -0.032052763 -1.108059e+00 0.658996264 0.187709621 0.435365428
## [306,] 0.837195049 -4.224784e-01 0.952597254 0.072583994 -0.485487924
## [307,] 0.267845385 -2.498401e-01 0.885339612 1.754578421 -0.011974143
## [308,] 0.283239516 -6.961603e-01 1.377100375 0.913117611 -0.247291990
## [309,] 0.638126435 -5.667255e-01 0.210237768 -0.340953464 -0.028816364
## [310,] -0.042280617 -1.306822e+00 0.966781165 0.821005960 -0.329101132
## [311,] 0.239443419 1.166488e-01 0.462634934 -1.527248961 2.495153401
## [312,] -0.214841851 1.575867e-01 0.407028190 -0.026772387 -0.674827342
## [313,] 0.090016175 5.827379e-01 0.260732017 -1.932679273 2.075748044
## [314,] -0.178494525 -3.903978e-01 0.440866473 0.526288578 -0.296491668
## [315,] 1.545516661 -5.885387e-01 0.679470613 -0.899326614 0.404034486
## [316,] -0.906475047 5.920392e-02 -0.338748624 0.556136442 0.608955135
## [317,] 0.213518569 -2.385532e-01 0.750093239 -0.476116336 -0.552717900
## [318,] 0.064132052 1.195222e+00 -0.799283400 -0.882518759 -0.777091994
## [319,] -0.028880519 -2.586733e+00 4.297195078 -4.181140705 7.196345979
## [,11] [,12] [,13] [,14] [,15]
## [1,] 1.383233166 -0.440148172 -0.098415439 -0.220053387 0.452097603
## [2,] 0.286068965 0.174946456 0.359844900 -0.726707549 0.084083818
## [3,] -1.124371587 0.301503515 0.590298084 -0.301680543 -0.338075261
## [4,] -0.791536201 0.037887396 0.029052161 0.248483733 -0.555341673
## [5,] 0.531517617 -1.247876187 -0.333560151 0.167888806 0.113480772
## [6,] 0.477455598 1.114300630 0.380439656 1.760938411 -0.407982138
## [7,] 1.049004217 0.494358568 0.346929215 0.056804575 0.634623038
## [8,] -2.028200909 -1.381330898 0.640315095 1.536679886 -0.264241368
## [9,] 0.328794169 -2.845736893 -0.519761120 1.390356198 0.677528401
## [10,] -0.973262343 0.178577891 -0.484873103 -0.297685873 -0.331245027
## [11,] -0.250904838 0.136007722 -0.101035687 0.489455559 -0.188407697
## [12,] -0.346438509 -0.568498769 -1.122587680 0.823315996 -0.400865745
## [13,] -1.866741623 -0.223267927 -0.177059807 -0.234178590 -0.441668246
## [14,] 1.482006146 -0.520770730 -0.505366025 0.022295835 0.356449964
## [15,] 1.218407425 -0.918811831 -0.463081537 -1.160827282 0.523374519
## [16,] 0.220309196 -0.129447597 -0.222488280 -1.566862349 -0.294238536
## [17,] 0.304730683 -0.759299941 0.096370394 0.516722472 0.135034749
## [18,] -1.066842265 0.003670993 0.331996955 -0.113094265 -0.465415496
## [19,] -0.327528063 -0.162145666 -0.007005773 -0.045939574 -0.136712055
## [20,] -0.857308468 0.553793204 0.107048479 0.272954202 -0.279240225
## [21,] 0.341160424 -0.219088204 -0.619395219 0.313217685 0.198093803
## [22,] -0.335462090 0.108475940 0.733521450 -0.702525168 0.078781173
## [23,] -0.783207242 -0.260568733 0.549820134 0.055365171 -0.071833593
## [24,] -1.131812498 1.168086127 -0.774895823 0.190997113 -0.524541187
## [25,] 0.085548378 0.597095356 -0.817348041 -0.365199192 0.149437944
## [26,] -0.610254957 0.177033014 1.044830183 0.941271227 -0.529648529
## [27,] 0.385350626 0.746024929 -0.013055641 -0.953958369 -0.193349013
## [28,] -0.245664569 -0.307883229 0.801057986 -0.283276308 0.271653787
## [29,] 1.600336069 0.744731904 -0.446523962 0.046093060 0.594580098
## [30,] 0.927164110 0.622260613 -0.868245280 -0.156009916 0.034177877
## [31,] 0.819917023 0.099190997 -0.493114494 0.254027063 0.303784031
## [32,] -0.983303576 0.188414340 0.135493246 -0.143880293 -0.401669121
## [33,] -0.114640958 0.069621451 0.050677915 -0.094142768 0.066477405
## [34,] -0.044355791 -0.233897748 -0.037082547 -0.054073218 -0.259515884
## [35,] 0.218238851 0.485944308 -0.401681858 -0.597404933 -0.449284569
## [36,] 1.389292110 0.688846938 -0.852862160 -0.490155381 0.214750932
## [37,] 0.263054087 -0.962629906 0.654575772 0.179165947 0.614737062
## [38,] -0.945391005 -0.051610258 0.335157787 -0.005650856 -0.292045570
## [39,] -0.520938213 0.150924600 -0.094252622 -0.481911888 -0.021600773
## [40,] 0.524256281 0.064245827 0.493927882 1.045927303 -0.412911065
## [41,] 0.050868882 3.493471742 2.559264623 -0.213775098 -0.439703353
## [42,] 1.591175621 0.382575849 -0.334608504 1.025902278 -0.035222621
## [43,] 0.515936581 -0.620616072 -0.746203993 -0.752768850 0.061110893
## [44,] 1.260372060 0.187580688 0.081007354 0.348490117 0.288360587
## [45,] 0.616956087 0.230081989 0.417180643 -0.693237390 0.504509249
## [46,] -0.311590131 0.084655462 0.777646623 -0.033215475 -0.112010961
## [47,] -0.273009501 -0.701791965 -0.582774771 -0.412536256 0.320792431
## [48,] 0.299324356 -0.148778311 -0.083249667 -0.557914245 0.177334532
## [49,] -1.351573452 0.064382868 -1.739199551 0.132655291 -1.204126972
## [50,] 0.057575852 -1.345410941 0.390913215 0.973134877 0.517596328
## [51,] -1.082350965 -0.602740954 -1.046581563 1.317821990 -0.561258172
## [52,] -0.994864349 -0.024326822 0.574704388 0.021557082 -0.448886808
## [53,] 0.727154944 0.283317491 -0.208710970 -0.756786659 0.456408071
## [54,] -0.867105579 0.995153914 0.863969063 0.296147897 -0.491896043
## [55,] -0.116877703 -0.280750157 0.632110296 0.021371788 0.788829935
## [56,] -0.183418944 -0.352799589 -0.047793546 -0.720822846 0.819547901
## [57,] -1.188945333 -0.023276703 0.340744417 -0.246741374 -0.849173960
## [58,] 0.883422398 0.477362518 0.202507991 -0.458377112 0.346595125
## [59,] -0.790469683 -0.028777831 0.733210319 0.230095661 -0.033788065
## [60,] 0.371359046 -0.286769244 -0.023919250 -0.143545411 0.189718362
## [61,] 0.586289831 -0.166524905 -0.249728338 0.134979536 0.050188948
## [62,] 0.022676876 -0.297436583 -0.323242999 -0.094115626 -0.006567332
## [63,] 0.076880938 0.759402902 0.103044098 -0.167504165 -0.334209515
## [64,] 0.851105171 0.645960584 -0.882001826 0.148484360 -0.253263095
## [65,] -0.596775498 -0.506382687 -1.306665143 -0.441482198 0.039083456
## [66,] 0.221678256 -1.296402690 -1.381027662 0.634935079 0.017700458
## [67,] -0.013568325 0.158099851 -0.319720571 -0.270654737 -0.385454305
## [68,] 0.729353071 -0.067310087 -0.287635396 0.376491775 0.033106128
## [69,] 0.024548315 0.642753138 0.479161210 0.424491374 0.036210352
## [70,] -0.458771535 0.112849940 -0.979477014 -0.602320721 -0.160746062
## [71,] -0.276020659 0.345148762 0.534638179 -0.161198238 -0.107198819
## [72,] -1.809886196 -0.472095461 -1.009392181 0.018701762 -0.297899238
## [73,] -0.064442214 1.040060134 -0.086955333 0.836810190 -0.395756997
## [74,] -0.475018897 0.309041460 0.202790357 0.529684019 0.082511449
## [75,] -0.301442330 0.039020289 -0.587189301 0.103306864 -0.360497012
## [76,] 0.124559618 0.453370928 -0.418122698 0.020178584 0.099819309
## [77,] -1.021954968 0.312706578 0.366648197 -0.692264981 0.276830092
## [78,] -0.856308508 -0.412908722 -0.874330039 0.333106150 -0.468636204
## [79,] -1.548014417 -0.097887022 -0.393996922 0.333888996 -0.644056515
## [80,] 1.617061057 -0.123297329 0.207821420 0.348146947 0.320625932
## [81,] -0.552103894 -0.002949689 -0.459721646 -0.575353729 -0.060376749
## [82,] 0.248027901 -0.395319601 -0.542120903 -0.275151518 -0.037267427
## [83,] 0.888405906 -0.744870529 -0.003930085 1.136255711 0.990264771
## [84,] -0.887245914 0.456872348 -0.161669586 -1.278404756 0.216104567
## [85,] -0.087334848 -0.153864876 0.415923793 -0.484554344 0.305107977
## [86,] 0.323179044 -0.268954341 0.994980631 0.981390229 0.355575281
## [87,] 0.216985512 0.427183164 0.128912043 -0.839053237 -0.208974700
## [88,] 1.101345001 0.244934935 -0.593263557 -0.348733394 0.158301185
## [89,] 0.761629134 -0.178529838 -0.028320489 0.483924310 0.211485558
## [90,] 0.285619382 0.204864532 -0.530934767 -0.234219835 -0.116064763
## [91,] -0.248204780 0.995698270 0.866517716 0.077334646 0.255510841
## [92,] -2.291339630 0.216780879 0.491874607 -0.341609496 0.131457616
## [93,] -0.010954362 0.342517142 -0.713001136 -0.394020669 0.364684403
## [94,] -1.106677927 -0.874589204 0.697535786 0.062375755 1.048137884
## [95,] 0.556179985 0.052946175 0.762238773 0.919549311 0.081987125
## [96,] 0.475452153 -0.987070011 -0.329509721 0.692587431 0.263728276
## [97,] 0.495162871 1.464461578 -1.424306417 -0.647668235 -0.551240489
## [98,] -0.149777647 0.302263911 -0.292880417 -0.381818429 0.579763509
## [99,] -0.693425556 -0.076742908 1.162746083 0.457413758 0.347320962
## [100,] -2.264396263 0.467690476 -0.042424578 0.536175763 0.229882708
## [101,] 0.124888803 -0.771402976 -0.002482621 0.353241980 0.011642684
## [102,] 0.411408200 -0.155610457 -0.088679098 -0.970457900 0.052265839
## [103,] -0.718572896 -0.771006213 -0.005698158 -0.242382053 -0.204938611
## [104,] -0.201242238 0.186569696 -0.988863566 -0.064020101 -0.015487252
## [105,] 0.298196375 -0.303743173 -0.020140373 0.697395160 0.114019433
## [106,] -0.726812616 0.357059514 -0.286020920 -0.729031395 0.289861060
## [107,] 0.234233643 -0.547861588 -0.653692069 1.369615686 -0.586084504
## [108,] 0.282130824 0.783300021 0.709070957 -0.205211621 0.533836812
## [109,] 0.561940503 0.226404877 0.453611945 0.525732870 0.682583387
## [110,] -0.553028179 -0.710618079 0.283694100 0.072771951 0.131868055
## [111,] -0.365283159 0.352219071 -0.771238938 0.099045633 0.440958648
## [112,] -0.034069498 0.745084741 0.068226472 0.076923735 0.530013538
## [113,] -0.134115069 0.218374091 0.283082177 0.443070909 -0.710860754
## [114,] 0.592246899 -0.820688318 0.302636222 -0.237613076 0.518925290
## [115,] 0.302514179 -0.087482046 0.468198868 0.342517023 -0.498258521
## [116,] -0.302548690 0.186322970 -0.591163127 -0.624888264 -0.438536685
## [117,] -0.529120176 -1.056379859 -1.195104513 0.566741246 0.123222529
## [118,] -2.164087464 -0.576449415 1.548206624 0.415940709 2.921139073
## [119,] -0.085509072 0.739483757 -0.240668370 0.194705324 0.012191797
## [120,] 0.354743191 0.899463537 0.125983022 0.806334503 -0.310047330
## [121,] -0.868784941 -1.181574813 1.054448177 0.945560165 0.191452719
## [122,] -0.616285126 1.115882429 -0.356730282 -0.294028650 -0.627239116
## [123,] 0.320742582 1.000652762 0.200727155 -0.250659211 -0.112389800
## [124,] -0.846031991 0.077194200 0.280968945 -0.223992064 0.120594884
## [125,] -0.039941231 0.368832520 0.416083809 -0.044134415 0.271612753
## [126,] -0.988775590 0.166287450 0.414787359 -0.574507595 0.499731356
## [127,] 0.273373349 0.247521194 0.219456460 0.047351817 -0.027554380
## [128,] -0.780040253 0.692985104 0.948006865 -0.364486578 0.141500009
## [129,] -0.514146876 -0.806522527 -0.956871558 -0.359228653 -0.222345644
## [130,] 0.867093505 0.194583084 -0.061522466 0.391676309 -0.428859586
## [131,] -0.525550770 0.290821364 -0.333799544 -0.660855324 -0.782942330
## [132,] 0.375641373 -0.485442677 -0.282986769 0.441056490 -1.033814933
## [133,] 0.780632511 0.149010850 -0.024332813 -0.411814658 0.667173486
## [134,] 0.097522195 -0.395678252 0.352721643 0.111424888 0.455806152
## [135,] 0.941808810 0.019409715 0.327743969 -0.399539648 0.384270299
## [136,] 0.124225890 -0.453943754 -0.376293762 -0.178524797 0.179985945
## [137,] -0.802607217 -0.324347714 1.063772552 -0.434952571 -0.048216798
## [138,] 0.738223206 -0.834522858 -0.324916211 -0.346408379 0.654316493
## [139,] -0.281641694 0.158797894 -0.142190421 -0.116000701 -0.286060971
## [140,] -0.999809498 0.059453363 -0.317965012 -0.399623645 0.264130765
## [141,] 0.027143405 0.218183356 0.448883018 -0.349015884 1.153157288
## [142,] 0.490571226 0.113762851 -0.344714565 0.234658659 -0.546687026
## [143,] 0.140221882 0.342234067 0.852532211 0.440487666 0.112160110
## [144,] 1.521596523 -0.036780929 0.231488535 0.382667967 0.261895284
## [145,] 0.470721508 -0.408457543 0.350100631 0.194684443 -0.655628472
## [146,] -0.039063714 -1.079175876 0.497220138 -0.475278531 1.062504305
## [147,] -0.007580922 -0.030541199 -0.159257433 -0.570043859 -0.230286552
## [148,] 1.091670627 0.050040363 -1.395371580 -0.041011057 -0.669141897
## [149,] -0.091592307 0.170790725 -0.438956041 -0.012707787 -0.340405696
## [150,] 0.352700853 -0.453041064 0.423857343 0.667385645 0.301125525
## [151,] -0.479321298 -0.602681786 -0.352179910 -0.464638137 -0.150308448
## [152,] 0.207021430 -0.558719700 0.216411111 0.021760192 0.170423825
## [153,] 1.500386945 -0.271368450 0.218493472 1.490912734 -0.922283543
## [154,] 1.633539150 1.069274468 0.470674129 1.086770527 -0.315023244
## [155,] 0.732178838 0.624749745 0.583433957 0.563615869 -0.401423181
## [156,] -0.603966726 0.411104212 0.883318717 -0.108615171 -0.427156709
## [157,] 1.376840846 0.095542092 0.522365017 -0.610608988 -0.183256127
## [158,] 1.543834463 -1.290676613 1.969263376 -1.232882516 -1.262970214
## [159,] 0.483408194 0.493029262 0.985638519 1.177014926 -0.295659595
## [160,] 0.202198547 0.513924905 0.382061787 -0.546629894 -0.108874292
## [161,] -0.806064276 -0.512274971 -0.047839136 -0.022441406 0.375941259
## [162,] 0.863994211 0.981638950 0.376451970 -0.071527569 0.387093323
## [163,] 0.345555744 -0.211579268 -0.281893500 0.505986197 0.899289947
## [164,] -0.919694906 0.189590048 0.759875601 -0.205230088 0.494122609
## [165,] 0.349412672 0.833199399 0.407237360 0.690781657 0.325475076
## [166,] -0.448783115 0.350692162 0.067718591 -0.293980340 0.296205002
## [167,] 1.294241536 -0.093513806 -1.173863272 -0.844337444 0.967472541
## [168,] 0.078348619 0.024074903 0.081547427 -0.681193560 1.382430873
## [169,] 0.423540456 0.037570728 -0.480541157 -0.310865411 -0.187985547
## [170,] -0.810265157 -0.489248834 0.202207543 -0.081283873 0.022828624
## [171,] -0.313568190 -0.338189752 -0.540468200 0.689383503 -0.337892662
## [172,] 0.161522718 -0.317066895 -0.676955033 0.179346600 0.092744032
## [173,] -0.794238559 0.176074973 -0.562472575 0.879595415 -1.298867939
## [174,] -0.327047442 -0.168241700 0.112218779 -0.394657338 0.333410763
## [175,] -0.547968209 0.565294791 -0.745617446 -0.086248354 0.148967078
## [176,] -0.457454973 -0.053740864 -0.172031937 0.132556764 -0.030268089
## [177,] -0.443488434 -0.056273232 -0.084753298 -0.176118918 -0.001205071
## [178,] -1.451656875 -0.097399798 -0.482601957 -0.132568100 -0.697131505
## [179,] -1.471906180 -0.488265292 -0.749420440 -1.249059085 -1.872810656
## [180,] 0.123512612 -0.179465623 0.378406794 0.309918661 1.093494122
## [181,] -0.341081277 0.840036657 -0.431484818 0.176321635 0.140153110
## [182,] -2.217896135 1.681381718 -1.143378876 1.318109177 2.535175467
## [183,] 0.135584960 0.418624530 -0.389352803 0.232298888 0.142552961
## [184,] -0.995764857 -0.026204615 0.008109531 0.214513863 -0.104061426
## [185,] -1.037119039 -0.861171088 0.051801189 0.417155539 0.238606707
## [186,] 0.535622845 -0.794476977 -0.649769381 0.457205521 0.134874296
## [187,] 0.013360309 0.125271168 -0.477882442 0.339329448 -0.136365443
## [188,] 0.381154935 1.322982570 0.527561856 0.256453340 0.022088574
## [189,] 0.166390665 -0.435628380 -0.239334473 0.095898452 0.906934044
## [190,] 0.885564192 0.675484664 -1.480131395 0.236219042 0.601402680
## [191,] 0.406456331 0.129822225 -0.365273122 0.294791065 0.495927531
## [192,] 1.221046789 0.488272610 -0.101474803 1.871715714 -0.508146066
## [193,] 1.147544057 0.101249955 -0.446147731 0.253789474 0.385315549
## [194,] -0.381931187 -0.763310298 -1.537997093 -0.221896736 -0.675224957
## [195,] -1.613701377 0.796650057 0.824628849 0.221956562 -0.852106334
## [196,] 0.790013861 0.392112093 0.956181723 0.618508953 0.379007152
## [197,] 0.093458419 -0.824177075 0.002323330 -1.147116495 0.005553200
## [198,] -1.495381532 0.232014967 -0.488169777 -0.324206698 -0.338431327
## [199,] -0.641633804 -0.523442929 -0.330989507 0.510006714 -0.102121841
## [200,] -0.890881965 -1.133681552 -0.299394271 0.371109685 -0.164760630
## [201,] 1.028923787 1.824385389 -1.179275996 0.500615090 0.343114462
## [202,] 0.457416907 -0.321687805 0.421252682 0.347005786 0.645569202
## [203,] -0.088871012 0.182773492 0.289841530 0.560313517 0.051802810
## [204,] -0.895991270 -0.510946555 0.100634814 -0.155172029 -0.231905906
## [205,] 0.266104342 -0.262910455 0.282496685 1.002650333 0.485196708
## [206,] -1.093236733 -0.442530745 -0.254826310 -0.160409526 -0.061453441
## [207,] 0.304604496 -0.660735907 -0.362079405 -0.412091576 0.556742810
## [208,] 0.868846672 0.410698966 0.843532000 1.049510420 -0.378271727
## [209,] 0.455815295 1.093920308 -0.696868201 -0.386568531 0.060969432
## [210,] 0.469723785 0.456733899 -0.132148174 0.732682530 -0.650862194
## [211,] -0.139892432 0.567285986 0.324264387 0.360274355 0.588881716
## [212,] -1.011011789 -0.544945422 0.780247769 -0.462405400 0.221985338
## [213,] -0.634330445 -0.052650655 -0.909791287 -0.440012558 0.052783613
## [214,] 1.504725441 -0.481531644 0.193300876 -0.036638791 -0.929172241
## [215,] 1.304875213 -0.183362544 -2.371085326 -0.111221360 0.144191052
## [216,] -0.626920341 0.307438301 -0.110542341 -0.272048642 -0.350043048
## [217,] -0.064255478 -0.207597094 -0.194682935 0.081885632 0.779558676
## [218,] -0.202373624 -0.072413233 -0.563491437 -0.344584019 0.285592765
## [219,] -0.248323521 -0.988035548 0.774492795 -0.279299622 0.112011121
## [220,] 1.931803566 -0.504654409 0.159284626 -0.695899317 0.912985451
## [221,] -0.098651142 -0.487046504 -0.016678825 -0.521951661 -0.229024832
## [222,] 0.713610540 0.571558411 -0.030267998 -0.188589459 0.157586282
## [223,] 0.295222665 -1.070868446 1.348178893 -0.410647014 -1.230146090
## [224,] -0.287191348 -0.060721487 1.016288036 -0.738249272 -0.082133364
## [225,] 0.906920309 -0.268059066 0.644079059 -1.340665252 -0.029821381
## [226,] -0.754091910 -0.657848119 1.471915744 -0.847715803 -0.069295569
## [227,] 0.498350230 -0.906094904 -0.626394924 -0.535291031 -0.093181313
## [228,] -0.520341666 -0.522374737 1.173079987 1.110844662 0.274213414
## [229,] 0.500904374 0.531771656 -0.616912508 0.674418633 -0.282248468
## [230,] 0.744925922 0.424661500 0.419717360 0.971077867 0.788431616
## [231,] 1.367763959 1.090595782 0.144725696 0.015796348 -0.128380362
## [232,] -0.945240515 0.891225398 -0.711555307 -0.055788884 0.081385342
## [233,] 0.492074160 0.533522545 -0.662646182 -0.233717056 -0.119257438
## [234,] -0.157255165 0.191176102 -1.181181365 0.094714072 -0.287057780
## [235,] 0.818916149 0.761482318 -0.630622921 0.363376894 -0.078971284
## [236,] 0.063167080 0.065612023 -0.190008982 0.123364721 1.116291655
## [237,] 0.324674196 -0.545782782 0.732707244 -1.154350451 -0.338241638
## [238,] -1.092677460 0.713966103 -0.312100771 0.217607685 -0.212524962
## [239,] 1.057918133 -0.892795497 1.935269318 -0.160516272 -1.260222664
## [240,] 1.126501495 -1.914799154 0.045850200 -0.375997858 0.714989384
## [241,] 1.821633261 -0.485880144 0.764681957 -1.156163672 -0.750366305
## [242,] 1.836321834 0.238325073 0.056809871 0.536295105 -0.435144575
## [243,] 1.432363443 -2.756399703 1.404821192 0.161706625 -0.375566774
## [244,] 0.347250092 -0.689214565 0.137712824 0.497430576 0.267649722
## [245,] 1.091988209 -0.120992319 0.596977306 -0.345612725 0.389775363
## [246,] -0.378006418 0.387994752 -1.090867528 0.203021746 0.443053141
## [247,] 0.571858945 0.253437571 0.266928645 -0.313726071 -0.797159806
## [248,] 0.017168703 -0.657930898 0.111279340 -0.765705419 -0.014887197
## [249,] -0.818483004 -0.194294080 -0.480369265 -0.347909475 -0.483280526
## [250,] 0.809355342 -0.456848000 -0.674749761 -0.771798862 -0.248381392
## [251,] -0.299215455 1.427459487 -1.112277235 -0.552238567 0.301538729
## [252,] 0.946709738 -0.435443445 1.788567441 -0.348063588 -1.322098654
## [253,] 0.782479201 -0.053849807 0.068408140 -0.580282789 -0.668942233
## [254,] 1.387294186 -0.209953122 -0.018819139 0.627380694 -0.526069622
## [255,] -0.985965274 -0.110616858 -1.147496888 0.111859360 0.282230936
## [256,] -0.258845122 0.710823623 -0.009923655 0.088660019 0.095121229
## [257,] -0.726709507 0.322020517 -0.243272862 0.447224114 -0.484448687
## [258,] -1.283707589 -0.563868829 -0.270634626 -1.196711632 0.371029103
## [259,] 0.002851276 -0.669020998 -0.179030920 0.078309649 -1.002744767
## [260,] 0.746653775 -0.565854210 0.137554106 -0.727609962 0.026575680
## [261,] -1.068394497 0.464394084 0.087990609 -0.159529786 0.006029935
## [262,] 0.555160356 1.064749862 -0.352057881 1.863953690 0.070550911
## [263,] -2.442132787 1.525457249 0.231982939 -0.631283902 0.360744719
## [264,] -0.426535818 0.565921428 0.147842674 0.043495705 -0.118054543
## [265,] 1.003728556 0.181744879 -1.219882589 -0.918816008 -0.505241736
## [266,] 1.019381102 0.362049642 1.233094522 -1.242947231 -0.610472870
## [267,] -0.061296392 -0.060567633 -1.086044615 0.075063590 -0.047497080
## [268,] -0.606730768 0.429501665 -0.926042675 -0.438012418 -0.581054094
## [269,] 0.265831730 -1.008327039 -0.291844781 -1.153447919 -0.132820815
## [270,] 2.483084840 -0.022153891 1.449990046 0.320608870 0.064148136
## [271,] 0.681379741 1.105286667 -2.282915021 0.314805633 -0.040613622
## [272,] -0.624838114 -1.705503607 -0.370773238 -0.129757563 0.610196140
## [273,] -0.531062020 -0.302389778 -0.148284259 -0.435167782 0.786163735
## [274,] -0.368691185 -0.291917596 -0.215588548 -0.487635328 0.126006680
## [275,] -0.487536678 0.682305915 -0.065151876 -0.027660258 -0.496847527
## [276,] 0.568986548 0.784592541 0.901175246 0.624109699 -0.348169066
## [277,] -1.119361094 -0.189327444 -0.314852076 0.285248643 -0.550455823
## [278,] 0.824963867 -0.283459383 0.406613967 -0.643114554 0.854345122
## [279,] 0.676774330 1.105775111 1.163000667 -0.140769470 -0.116954562
## [280,] 0.313220246 -0.709450417 0.687488853 -1.166706452 -0.556728064
## [281,] 0.257435688 0.370763195 -0.392447417 0.703367061 -0.920261945
## [282,] -0.184886246 -1.295843979 0.510619293 0.391364822 -0.248220755
## [283,] 0.540679935 -2.250267634 0.308339063 -0.728052897 -0.486144577
## [284,] 0.513283380 -0.224403687 1.688362113 -0.876449720 -0.257384338
## [285,] -0.413799312 -0.647836786 0.943577818 -0.784341815 -0.559965311
## [286,] 0.777511397 -0.722972763 -0.562587842 0.017658936 0.129918220
## [287,] -0.482443305 -0.502143076 -0.208436237 -1.125627538 -0.390614893
## [288,] -0.473978298 -0.383087355 0.245813735 -0.048422932 0.430750324
## [289,] -0.047921366 -0.414186931 -0.701069269 -0.866695159 0.541505820
## [290,] -0.565908042 0.073732358 -0.038429000 0.296425839 0.752848047
## [291,] 0.950118856 -0.031576943 -0.228508295 -0.158135644 0.700126923
## [292,] -0.322289668 -0.249602111 -0.804890895 -0.521160740 -0.276658564
## [293,] -0.377314145 -0.473877895 0.540534592 -0.005347988 0.440621698
## [294,] 0.800666608 1.541200396 -1.796174146 -0.457414013 0.418922170
## [295,] 0.898637303 1.507567411 -0.266044200 -0.068962293 -0.194930850
## [296,] -0.133156349 -0.078779404 0.429138004 1.284624303 0.440586193
## [297,] 0.454616720 -0.023333944 -0.306948893 0.226582491 0.490746194
## [298,] -1.247036228 -0.063284239 1.034138516 0.234666645 0.492990983
## [299,] 0.998570657 0.747089829 1.084568463 1.982452947 -0.637249013
## [300,] -0.447144136 -0.377903141 1.134252135 0.019493656 -0.157624188
## [301,] -0.218459528 0.568543616 0.292291669 0.726317141 0.091670904
## [302,] -1.071837339 0.938027884 1.417653095 0.561984552 0.220856266
## [303,] -0.760970156 -0.659258663 0.187198020 0.169996259 0.065681585
## [304,] 0.283242368 0.174537268 0.385479983 0.114463475 -0.409566022
## [305,] -0.324433156 0.387431180 0.239170134 0.555424878 -0.662284800
## [306,] -1.833276331 0.049605993 0.796113592 0.166829990 -0.126667086
## [307,] -0.102516606 -1.459552608 0.278934357 -0.841645514 0.190952093
## [308,] 1.476973590 -0.645060655 0.091552005 -1.079943351 -0.888419204
## [309,] -0.424722789 0.942405299 0.745386124 -0.218530096 1.670581733
## [310,] 0.870640525 1.421886261 -0.626640759 0.701248619 -0.531650109
## [311,] 0.371510608 1.902188810 0.516326318 -2.110735152 0.065277567
## [312,] 0.157415128 0.586419374 -0.613161813 -0.140711459 -0.083487972
## [313,] -1.469404963 2.047982941 1.722644418 -0.334997701 -0.503443068
## [314,] -0.483312495 0.873109358 0.404390348 0.805371780 -0.419207329
## [315,] -0.676248512 0.849114657 -0.422585553 -0.162606957 0.133546187
## [316,] 0.330679119 0.566132442 -0.123100781 0.007087981 -0.202826562
## [317,] -0.303860900 0.227027938 0.048163989 0.424512865 -0.085273601
## [318,] -0.489529341 -1.146355475 0.470525438 0.690135088 0.066789553
## [319,] -0.928558127 -3.897714734 -1.317695129 2.263186787 -1.032262747
## [,16] [,17] [,18] [,19] [,20]
## [1,] -0.351599047 0.0738476179 0.5269414559 -0.3903363535 0.0555176567
## [2,] 0.776436550 -0.6658484498 0.1537649927 0.1163784452 -0.0712646135
## [3,] 0.100704869 -0.1411377293 0.2901975182 -0.1403929194 0.2445384875
## [4,] -0.134268908 0.0291438267 0.0706004506 0.1610579173 0.1963833796
## [5,] -0.562943582 0.2835559642 0.0738561801 -0.2769923921 -0.5114300801
## [6,] 1.144391399 0.1261972382 -0.4713209285 -0.6027820075 -0.0882882609
## [7,] 0.263137726 -0.2905393035 -0.0738477909 0.0583768404 -0.0070839228
## [8,] 0.251300376 -0.1471210935 -0.1326670640 0.0076200953 0.4074785908
## [9,] 0.105435206 -0.4578590289 -0.0261427918 -0.0185526923 -0.0229023721
## [10,] 0.083806356 -0.2470420327 0.1203477190 0.1431449491 -0.2976340564
## [11,] -0.005783508 0.0083637704 -0.1548233591 0.0167586701 -0.2624716130
## [12,] -0.586519551 0.2914236585 0.0883019063 -0.0082260929 -0.1618832222
## [13,] -0.690172401 -0.0199254242 0.5796894087 0.1659815274 0.3616057663
## [14,] -0.347879503 0.0121668612 0.2082401422 -0.0103973288 0.0183309862
## [15,] 0.281691073 -0.4882057785 0.0563087349 0.1566003371 -0.2129770571
## [16,] 0.229625444 -0.2277092944 0.0828782799 0.0605928449 -0.4958080097
## [17,] -0.249576842 0.2954547386 0.0735982574 -0.3225778137 -0.0760607509
## [18,] -0.289509754 0.0302484388 0.0909685919 -0.0396698814 -0.0733202416
## [19,] -0.338077262 0.1438415815 0.1182144864 -0.0981984387 -0.1342007816
## [20,] -0.459422332 0.0969984474 0.3489377236 0.1042230492 0.3875908116
## [21,] 0.231665246 -0.2225616181 -0.0661214433 0.2664246934 0.4123879940
## [22,] 0.484519889 -0.4659403382 0.2874019028 0.0259966125 0.0408366870
## [23,] -0.047305357 -0.1002743872 0.2899698718 -0.0670117163 0.1357497904
## [24,] 0.790161016 -0.0957580288 -1.2642995085 0.4197815319 0.3433064872
## [25,] -0.892158615 0.2369695216 0.1317005953 -0.2131157461 -0.0004156691
## [26,] 0.188219374 -0.0763954152 -0.0256435020 -0.0942249291 -0.1110948760
## [27,] 0.202508664 -0.2573289081 0.0702673028 0.1184857977 -0.4120800261
## [28,] -0.207665477 -0.0811741840 0.3605911884 -0.6348713932 -1.1232405147
## [29,] 0.386629414 -0.0252629160 0.2081340904 -0.4660624905 0.2499057542
## [30,] -0.398949075 0.1630938632 0.2115522470 -0.1231017663 0.0624150304
## [31,] -0.363853137 0.1086377671 0.2516192535 -0.2897739272 0.0830788410
## [32,] 0.036518532 -0.0867987262 0.2062962207 0.0451370624 -0.0006527937
## [33,] -0.059587412 0.0205992316 0.2284806139 -0.2437227598 0.0880128668
## [34,] -0.164876066 0.0873609229 0.3208777619 -0.1504193570 -0.1344270538
## [35,] 0.017344374 -0.0214760672 0.2249421387 -0.0116245911 -0.1973852280
## [36,] -0.235308030 0.0796145773 -0.0509013179 0.1938166335 0.0191500644
## [37,] 0.135843025 -0.1090132801 0.2480025850 -0.3185586448 -0.1391546605
## [38,] 0.126572884 -0.1097460875 0.0603538533 0.1150014024 -0.2733431700
## [39,] -0.042290370 -0.1149848401 0.2331556013 0.0314352309 -0.1633664128
## [40,] 0.760425980 0.0101772478 -0.0606244033 -0.1053914418 0.1911018005
## [41,] 0.359625942 0.3906646318 0.0311141091 0.0133058306 0.2909426887
## [42,] -0.643734703 0.6335091947 0.2048029723 -0.4339780792 0.0698599056
## [43,] -0.051180324 -0.2922780693 0.2139457682 0.2055105969 0.0368333978
## [44,] 0.147262997 -0.0881382442 0.1496963361 -0.2795722691 0.0102504966
## [45,] 0.090932368 -0.7683297354 0.9079299437 0.4497973366 3.5148001345
## [46,] 0.185026958 -0.4037538150 0.3424403345 0.0848006001 0.7789947818
## [47,] -0.216867550 -0.2677000336 0.1939492180 0.1119817522 -0.0653165411
## [48,] 0.205056521 -0.2868615700 0.1690463383 0.0842595543 -0.0365870166
## [49,] -0.232919225 0.0922302907 0.0172461835 0.2518154756 -0.0234523587
## [50,] -0.411067057 0.1580377673 0.1288823800 -0.4321701436 -0.8315724310
## [51,] -0.202884184 0.0350310625 0.0457984273 0.1435706105 0.3992933570
## [52,] 0.171231788 -0.1922014081 -0.0887465256 0.1736030582 -0.2097405758
## [53,] -0.396861326 0.0262828549 0.1161862668 0.0135558083 -0.2323048370
## [54,] -0.265574234 0.1824085290 -0.2504037055 -0.2829616081 -0.9000065643
## [55,] 0.183174383 -0.3223032916 0.1127301899 -0.1655201431 -0.0372724652
## [56,] 0.374413460 -0.2992953280 -0.0034878021 -0.2382773268 -0.2500289822
## [57,] 0.748973052 -0.2625163887 0.0205688320 -0.2036341555 -0.3222777497
## [58,] -0.093192335 -0.5591958902 0.2595292556 0.1384946134 1.0553082173
## [59,] -0.258290346 0.0011852424 0.0430681531 -0.2657105964 -0.4343362763
## [60,] 0.114898445 -0.1893521137 0.1165615522 0.0580809383 0.0667896020
## [61,] -0.212136753 0.0958370991 0.1654761615 -0.3677382487 -0.2916265326
## [62,] 0.084027213 -0.2565578765 0.2043008884 -0.0005066622 0.0587370021
## [63,] 0.072949235 -0.0683478335 0.3144846659 -0.0090396482 0.2725482155
## [64,] 0.113313499 0.1428105082 0.1823820658 -0.0180379524 0.1397036358
## [65,] -0.377401510 -0.1506781907 0.3337090185 0.0248603000 -0.0086887118
## [66,] 0.134952975 -1.0224672341 -1.3316144403 0.4919055727 0.0308066982
## [67,] 0.287867230 -0.4953069111 0.0538029306 0.4984540890 -0.2404012437
## [68,] -0.214151101 -0.0325980077 0.0713611832 -0.0797286943 0.2771002567
## [69,] -0.109794655 0.0147451942 0.0688282681 -0.1534353186 -0.2238751806
## [70,] -0.086656485 -0.1558724028 0.4981336024 0.1449402445 0.1652682674
## [71,] 0.117692926 -0.4582852379 0.2307392089 0.1100104483 -0.1699620327
## [72,] -0.629812741 -0.0523921713 0.3450750778 0.2292829918 0.0663894099
## [73,] -0.080417182 0.0981936110 0.3550326668 -0.1990710374 0.1505471737
## [74,] -0.208109382 0.0268087692 0.3464837972 -0.1384430115 0.0873005306
## [75,] 0.182964723 -0.0296801380 0.1501646101 0.0818194910 -0.1949308302
## [76,] -0.341340270 0.1784898624 0.3171386027 -0.0455030136 0.1683123514
## [77,] 0.622463386 -0.6989425137 0.0212716060 0.4046943020 0.3909682615
## [78,] -0.338312523 0.0937193216 -0.0395374495 0.1373546398 -0.1322706284
## [79,] 0.244080070 -0.0818489917 -0.1080942075 0.3350265259 0.1471836561
## [80,] 0.103080044 0.0766667847 -0.1169750098 -0.2619702349 -0.4966724739
## [81,] -0.210313630 -0.1885131100 0.2166503058 0.0509900436 -0.3556248787
## [82,] -0.087755644 -0.0393359738 0.4343707891 -0.1112956865 -0.2018012139
## [83,] -0.222333960 -0.0008424584 0.0801968600 -0.1814501601 0.1896563876
## [84,] 0.303380326 -0.6211086889 0.1761396829 0.2556050811 -0.0639026582
## [85,] 0.136269490 -0.3257071006 0.5663590456 -0.1656125909 0.3275058473
## [86,] -0.139412558 0.1346386265 0.2869303490 -0.4021874838 0.1708839217
## [87,] 0.090708508 -0.1356099853 0.3048422192 0.0796580456 0.2713856223
## [88,] 0.130165883 -0.2309489794 -0.0641341300 0.1605685397 0.2013487722
## [89,] -0.305979566 0.2379244384 0.1089167432 -0.0766830287 -0.0800950573
## [90,] -0.106580350 -0.1515416730 -0.0237855485 0.1499509414 0.2702608979
## [91,] -0.186117418 0.0356432537 0.5268223780 -0.1898825185 -0.2152411280
## [92,] -0.545400390 -0.0014898819 0.4256577322 0.1046234845 -0.1572806606
## [93,] -0.187099381 0.0124523877 -0.1799646462 0.1826390250 -0.0141704314
## [94,] 0.511865003 -0.4914038231 -0.1574658245 -0.0616712699 0.3096868740
## [95,] 0.319086209 0.0075908376 0.2465634641 -0.1681009501 0.0506487170
## [96,] -0.357620204 0.0839229638 0.4480449573 0.1221044966 -0.1262858770
## [97,] 0.296087719 -0.1215598851 -0.1595601628 0.6489583173 -0.0147732337
## [98,] 0.337615650 -0.2654593601 -0.4814961846 0.3008698812 -0.0335505329
## [99,] -0.013022961 -0.0827939364 0.1590544099 -0.0254841030 0.2435421699
## [100,] -0.441265177 0.0718160805 -1.0745928080 1.0657143610 0.0222531783
## [101,] -0.145226163 0.1169319062 0.2307771520 -0.2893397782 -0.0426316563
## [102,] -0.073956193 -0.2230308026 0.5494483720 -0.0036781104 0.4443870613
## [103,] -0.011946879 -0.2759166914 0.3190238774 0.1925580712 0.1394352308
## [104,] -0.125940463 -0.0447998185 -0.1897903686 0.4350212746 0.0708663204
## [105,] 0.042094118 -0.1798751239 0.0188342927 -0.0056066078 0.1405841717
## [106,] 0.354408634 -0.6514746328 0.1604698403 0.2149579021 -0.0396310534
## [107,] 0.141844635 0.0944358185 -0.0437855548 0.0120517324 0.7086823935
## [108,] 0.066913582 -0.1496349178 0.2618855236 -0.3024371431 -0.0552820199
## [109,] 0.296330228 -0.2898719160 -0.3609554086 -0.0192426911 0.3107974588
## [110,] 0.276532609 -0.1566984086 -0.3827939366 0.3422039854 0.0391035961
## [111,] 0.160047921 -0.1212556575 -0.0509981913 0.1099561387 0.3200079861
## [112,] 0.486972685 -0.3079822922 -0.2276973710 -0.0482411681 0.1669767273
## [113,] -0.078374162 0.1355162475 -0.3843477263 0.4035234850 -0.1955285342
## [114,] -0.164035177 -0.1038408336 -0.3180316956 0.1664723815 -0.1053917379
## [115,] -0.100575280 0.0915983429 -0.0251711048 0.1888477955 -0.0788994949
## [116,] -0.057052242 -0.0196201304 0.0907744888 0.2206676727 -0.1946325677
## [117,] 0.241302704 -0.2692706147 -0.5120520808 0.3643299888 0.1518628690
## [118,] -2.450618666 0.3652142457 -0.9462783944 1.1429820573 0.1657272689
## [119,] -0.356590970 0.2030237712 0.1140546079 -0.0286727664 -0.2439550521
## [120,] 0.238234159 -0.0379988292 -0.0618078440 0.0798746220 0.0316377732
## [121,] -0.294871806 -0.0406661361 0.0276709990 0.2532829338 0.2519327926
## [122,] -0.503030691 0.2236058973 0.2154933870 0.0901612497 -0.1567834635
## [123,] -0.691142921 0.1734559858 0.4219404493 -0.1145616004 -0.0001082139
## [124,] -0.289287884 -0.1547585519 0.1570757334 0.0601685901 -0.0999027546
## [125,] -0.389320331 0.0646989408 0.1861212594 -0.0343220103 -0.1729853336
## [126,] 0.140470377 -0.2624317431 -0.1901733038 -0.0212511561 0.0836736073
## [127,] 0.183814860 -0.1696065069 -0.0782146447 0.0182973505 0.0911170310
## [128,] -0.437494171 0.2011704155 0.2378841597 0.0468304989 0.0720691299
## [129,] -0.411106053 -0.0092555915 0.1629295608 0.1441352848 -0.0458712014
## [130,] -0.485245587 0.3006797832 0.3634990597 0.0595709919 0.2265093186
## [131,] -0.580838885 0.3341729200 0.1018039247 0.3369738459 -0.2217514514
## [132,] -0.522447552 0.2000815097 0.4046623304 0.2574654204 0.2311829508
## [133,] 0.190406627 -0.1532578976 -0.2883362182 0.0473994923 0.2090132614
## [134,] 0.646545078 -0.3787287490 -0.2231392973 -0.0442293842 -0.0830519703
## [135,] -0.681070034 0.2135368412 0.7004005863 -0.2640933595 -0.2240406921
## [136,] 0.557351681 -0.3117157848 -0.6690705243 0.2906138706 -0.0910896780
## [137,] -0.228046270 -0.1250779065 0.1544987176 0.3041830803 0.2513665413
## [138,] 0.062285989 -0.1784074653 -0.0142690626 -0.0314746994 0.1462856650
## [139,] -0.187307809 -0.0321355192 0.3698447094 0.0532500809 0.2448555801
## [140,] 0.110193918 -0.2912429786 0.2766487580 -0.0652579183 -0.0941056184
## [141,] 0.350697394 -0.2805878033 0.4217626412 -0.3638514460 0.0851973764
## [142,] -0.284904348 0.0588865147 0.3181987828 0.1219102709 -0.0796280281
## [143,] 0.253842280 -0.0945044623 -0.0655341771 -0.1137762063 -0.1124461792
## [144,] -0.501809328 0.1254507871 0.5817817858 -0.1154062043 -0.1349227942
## [145,] -0.161372232 0.0001710588 0.2105136600 0.1219936024 0.2359952186
## [146,] -0.279730662 0.0158394542 -0.0494105318 -0.0140934409 -0.1610094143
## [147,] 0.091847823 -0.0946422734 -0.4340127560 0.4362456263 -0.1188951207
## [148,] 0.176173694 -0.0737285138 0.1528984841 -0.1775890708 -0.1345573116
## [149,] -0.368241935 0.1946201175 0.1419887202 0.2161871410 0.0806513304
## [150,] 0.571089974 -0.2704505133 -0.0402039252 0.0203780934 0.4356402870
## [151,] 0.139679539 -0.1354723923 0.4127205216 0.0601856531 0.2648621354
## [152,] -0.379650996 -0.0168616381 0.7267345657 -0.2344034293 -0.0288293382
## [153,] 0.216582220 0.0075064200 0.2033050294 0.0616188477 0.2314544907
## [154,] -0.029162279 0.1424295903 0.0424796221 0.2048431266 -0.0174862048
## [155,] -0.093603329 0.1644463723 -0.0626801560 0.0422337229 -0.0155063691
## [156,] 0.164216531 -0.1815398218 -0.1920625609 -0.1066660240 -1.1382128209
## [157,] -0.192208069 -0.3856558299 -0.5763580134 -0.1878362053 -0.8175838547
## [158,] -0.807259346 -0.0934169021 -0.0643592385 0.4917684761 0.3672611569
## [159,] -0.004072268 0.1662309231 -0.0943690772 -0.0553793793 -0.0870484703
## [160,] 0.054592365 -0.3681571514 -0.2419099848 -0.3888256455 -1.0912749371
## [161,] -0.746077125 0.1141692057 0.0393332641 0.1585883243 0.1763383388
## [162,] -0.597108231 0.6078027323 -0.0098024362 0.1148742860 0.0214792889
## [163,] 0.067808176 0.1864101500 0.4970822755 -0.4413969461 -0.1080441766
## [164,] -0.953756314 1.1048463655 0.6702485263 -0.0628814141 -0.0179523728
## [165,] -0.999537822 1.3711622480 0.3297187600 0.2689045068 0.2153133407
## [166,] 0.129522660 -0.9853569247 -0.5970343660 0.5797406537 -0.3987281185
## [167,] 0.110148061 0.7682688288 0.9736723888 -0.8861070673 0.2788863441
## [168,] -0.281919880 -0.1681061301 0.1347408775 -0.1697241538 -0.3457562739
## [169,] -0.088962697 1.0335380939 1.2831478383 0.4022495811 -0.4841973572
## [170,] 0.007812258 0.5035885345 0.7657210018 -0.4486472451 -0.1344268042
## [171,] 0.403335701 -0.1627847377 0.1110781244 -0.0326841742 0.0186645856
## [172,] -0.022641532 0.4840965087 0.7528027165 -0.3687021185 -0.0075861841
## [173,] 0.759655699 0.2052743522 0.4693208053 -0.3436444525 0.1368126461
## [174,] 0.904801870 0.4107842343 0.8880929324 -1.1375208649 -0.1505803827
## [175,] 0.109508395 0.0151836131 0.1911466084 -0.6350630140 -0.3186249608
## [176,] 0.797185306 -0.0921154959 -0.8737009467 0.4356340839 -0.2592937728
## [177,] 0.042710434 -0.5741300823 0.0333413292 0.2416481889 0.0052858112
## [178,] 0.003995477 0.3642469190 0.5929300618 0.0357609981 0.1317921113
## [179,] -1.866672333 0.5992158867 -4.0185987362 -4.1674760609 1.3140410915
## [180,] 0.148562570 -0.0270886612 0.1415086412 -0.4030298405 -0.0617962875
## [181,] 0.051659432 -1.0418660641 -0.8340712889 0.5425646121 0.1474255583
## [182,] 0.182157713 1.2326203834 0.2327431398 -1.7600923741 -0.0089958205
## [183,] -0.362240622 -0.3466224382 -0.6396838557 0.5374407839 -0.0896716655
## [184,] -0.145318207 -1.0029962425 -0.4223277296 0.3696160652 0.0111032599
## [185,] 0.347145646 0.1998480264 0.6263429367 -0.4899481108 0.1210767979
## [186,] 0.082527854 -0.1786500999 -0.0975463374 0.2455065652 0.0531924161
## [187,] 0.291062799 -0.8179277005 -0.6743348873 0.2866871229 -0.5590812090
## [188,] 0.210339637 0.4199672893 0.2818969217 -0.2493891963 -0.1462147433
## [189,] 0.441777584 0.0208816678 0.1814018975 -0.3068152144 -0.0510070500
## [190,] -0.263740171 -0.8368354654 -1.1487314449 0.5969373484 -0.0561450384
## [191,] 0.037634494 -0.0690819928 0.1256596154 -0.1609418884 -0.1926037377
## [192,] -0.467338260 -0.1132191662 -0.1302245765 0.4795637829 -0.0570985849
## [193,] 0.318800804 -1.0547153994 -1.0980714342 0.4793684835 -0.1674160430
## [194,] -0.500001692 0.1685270737 0.5622307563 0.0517666548 -0.4322914400
## [195,] 1.033702236 -1.4177118295 -1.1374324162 0.2737889442 -0.3358460654
## [196,] 0.281691449 -0.0116655497 -0.0486172987 -0.1648177256 0.2506930561
## [197,] -0.094473977 -0.0836917991 0.1164269158 0.1824928846 -0.2866561626
## [198,] 0.246592006 -0.5340015266 0.1495508740 0.2429471771 -0.0660348150
## [199,] 0.096084159 -0.2087920794 0.0730392560 0.1451785293 -0.0023867629
## [200,] 0.149347708 -0.2848919566 0.1764993208 0.1715112792 -0.3324285841
## [201,] -0.806203883 0.7625558276 -0.9269797028 0.2772554512 0.0906425788
## [202,] 0.433223545 -0.4206062343 0.1509641588 -0.1423408248 -0.0969577699
## [203,] 0.285058848 -0.0626914281 -0.2816517560 0.1032996587 -0.1086640242
## [204,] 0.004251383 -0.2346145595 0.0447161212 0.1620443182 -0.1648526759
## [205,] -0.622633335 0.2948558591 -0.3314185678 0.1643110494 0.1222087023
## [206,] -0.419667600 -0.2388494278 0.8610032174 -0.5092784108 -0.4232628732
## [207,] -0.414221091 0.0028048406 0.3064370921 -0.2255630820 -0.3521842280
## [208,] 0.065735176 0.1361786470 -0.1687369345 0.1077499171 -0.2011207300
## [209,] -0.103514031 -0.2391819891 0.4091142591 0.0716239482 0.6360723176
## [210,] -0.100943117 -0.0760577848 0.4817041612 0.1391419943 0.0174457587
## [211,] 0.457836072 -0.2241803905 -0.1267541610 -0.1066197252 -0.0107197469
## [212,] 1.357515125 1.6182836032 -0.4835857760 0.2734482139 0.1086151091
## [213,] 0.184407310 -0.1594812564 -0.0561950473 -0.0058544566 -0.3728998428
## [214,] -0.275072731 0.0996288460 -0.4672589261 0.0410759465 -0.0728550441
## [215,] 0.541973304 -0.4250802295 0.4565992572 -0.3103999093 -0.3135095529
## [216,] -0.039438499 -0.0446646241 0.1468062777 0.0600335951 -0.2897965138
## [217,] -0.301639270 -0.0255055766 0.3728412750 -0.1459216145 0.0726073568
## [218,] 0.881928633 1.0969272129 -0.2895808790 0.4069571890 0.3720390573
## [219,] 1.140312345 1.5784502099 -0.3293622809 0.2448432723 -0.1811735466
## [220,] 1.470821510 2.5649428919 -1.1697183376 0.5514789040 0.2693918200
## [221,] 0.077606734 -0.2103391651 0.0385014252 -0.0662863555 -0.9172445115
## [222,] 0.127951595 -0.0538716326 -0.1795367847 -0.1533585564 -0.3140461539
## [223,] 0.420007692 0.9408906395 0.0006691704 0.2178159751 0.2459037373
## [224,] 1.123516177 1.8669612199 -0.3931442866 0.4796705570 -0.0355610129
## [225,] 0.389370657 0.3884808585 -0.4540349225 0.1249841228 -0.1089410232
## [226,] 0.604663589 1.0071496976 -0.0940923569 0.7151577851 0.2092867563
## [227,] 0.811274016 1.9012724494 -0.5128589512 0.5714187941 0.1164565662
## [228,] 0.253921262 -0.1581896771 0.0764351533 0.0105268088 0.1254464328
## [229,] -0.654100584 0.2437761698 0.1183753035 0.2237696740 -0.2139563659
## [230,] 0.169237037 -0.0606629574 -0.0082680909 -0.2263130436 -0.0243291945
## [231,] 0.193388406 0.0010344928 -0.2813061657 0.1450501204 -0.0259672164
## [232,] 0.472736260 -0.4357094430 0.4398002534 -0.0640005172 0.0960875297
## [233,] -0.035796897 -0.1178002874 -0.0288175679 0.0374914490 -0.0762434076
## [234,] -0.049033421 -0.2358454418 -0.1817771375 0.2335303312 -0.0057512775
## [235,] 0.233910824 -0.0436602684 0.1911280696 -0.0011761501 0.1428329911
## [236,] 0.027530608 0.0560402640 -0.5897124520 -0.9178930173 0.0030805150
## [237,] -0.263921170 0.1968302106 -0.2850967922 0.3824690855 0.1899521033
## [238,] 0.181989118 -0.0311023278 0.4387874186 -0.0257664351 0.1042070790
## [239,] -0.902849333 -0.0985278050 0.3263963039 -0.1351684027 0.3124221551
## [240,] 0.337641269 0.0089259668 -0.1127881466 -0.0747643989 -0.0321698008
## [241,] -0.280147939 -0.2813320014 -0.0799370377 0.0429429204 -0.0815819444
## [242,] -0.262334345 -0.2972337024 -0.2901592434 -0.2885598582 0.0233497971
## [243,] -0.681438004 -0.6854019306 -0.4076269346 -0.0268192263 0.0817473275
## [244,] 0.293230295 -0.1577461723 -0.2205767342 -0.3235263488 -0.4991318159
## [245,] 0.116837434 -0.4105087920 -0.5183826705 -0.4307231189 -0.1702708391
## [246,] 0.057548926 -0.1544004699 -0.3853962846 -0.2642949078 0.0335451235
## [247,] 0.125482865 -0.2307813521 -0.1312006218 -0.3573543997 0.0542498283
## [248,] -0.080255626 -0.2274697179 -0.1470364553 -0.3645473600 0.1211779277
## [249,] -0.985082875 0.0201679136 0.1346673019 -0.1165322237 -0.0071207292
## [250,] -0.528187663 -0.3983449075 -0.4007356835 -0.1304991452 0.1896820797
## [251,] 0.357077942 0.9148936595 -0.2568788755 0.2679662066 0.0235495812
## [252,] -0.739802415 -0.1284507026 -0.2479182058 0.3265405622 -0.0704033818
## [253,] -0.194869493 -0.1957578112 -0.1189993282 0.0080456079 -0.0969205224
## [254,] 0.030445932 -0.2109513783 0.0523406444 0.0441968491 0.2292011020
## [255,] -0.105068358 -0.4905675686 -0.2500922174 -0.5882700677 0.0255789832
## [256,] 0.183969842 -0.0881503633 0.1160099960 -0.1749215235 0.2539673787
## [257,] -0.182725260 0.0849703840 0.2688246932 -0.0263842965 0.0921485961
## [258,] 0.257297796 -0.5432032397 -0.0201255685 -0.2233048849 -0.0212501347
## [259,] -0.464300719 -0.0134438244 0.2077318285 -0.1648685383 0.3511663615
## [260,] -0.363302571 -0.4982086169 0.1401837368 -0.1937696794 -0.1289792608
## [261,] 0.089492491 0.0332713257 -0.0497586482 -0.2928845520 -0.1898780564
## [262,] 0.395930399 0.0583191397 -1.0044794427 0.1242096603 -0.0824957769
## [263,] 0.355501981 -0.2126495194 -0.2429493042 -0.2579125343 0.1583234502
## [264,] 0.792481386 1.1728922007 -0.1198245672 0.1468587443 0.4923381103
## [265,] -0.585767612 0.4402469559 0.0820708053 0.2067579920 -0.0621086486
## [266,] -0.330532051 0.0177434904 0.1456832342 -0.1078265137 0.2454596188
## [267,] 0.681446333 1.5900248804 -0.6483121820 0.3705783423 -0.4431554955
## [268,] 0.461621998 1.3910124018 0.0188852419 0.4016054814 -0.1860135888
## [269,] 1.074406338 0.3627729179 -0.1747322399 -0.1527706995 0.1129933964
## [270,] 0.334566752 -1.0391471182 -0.7929087675 -0.0869753682 -0.2287329008
## [271,] 0.468753557 -0.0709793006 0.2166412880 0.0473934413 0.4623058243
## [272,] 1.026570471 0.7359824137 -0.4251276058 0.2236370848 0.4013792179
## [273,] -1.866083765 0.3835355038 -1.0530873655 0.8011647967 -0.0752015548
## [274,] -0.003153886 -0.2726616989 -0.0789516379 -0.3763137229 0.1863157120
## [275,] 0.090854786 0.4544119475 0.1247795005 0.3899872746 -0.1430995049
## [276,] 0.170319736 -0.1899691781 -0.2071958568 -0.1444980145 0.1767896269
## [277,] -0.374235843 0.1982157659 0.1775704667 0.0632493453 0.0819095575
## [278,] 1.424623391 -0.1342935153 -0.4988133092 -0.5790417834 -0.0004488280
## [279,] 0.044680576 0.1682715985 -0.4571638400 -0.1045086367 -1.3511808634
## [280,] 0.119791092 0.3280531853 -0.0173308455 0.1605705777 -0.0993348857
## [281,] 0.425746074 -0.4031531383 -0.0393021694 -0.2176183458 0.0229123430
## [282,] 0.787634918 0.7848871062 -0.3982076777 0.1397620116 -0.2877547733
## [283,] 0.043835114 0.4762831121 0.0156381144 -0.0783501561 0.3759534391
## [284,] 0.036501126 0.1125693010 -0.0247332460 -0.2307697927 0.2112285061
## [285,] -0.335601550 0.0899844305 -0.1557895508 -0.0387938773 -0.0145762616
## [286,] 0.590376314 0.3337008028 -0.4092923571 0.0557895134 -0.2749341454
## [287,] 0.709496611 1.5712855292 -0.3750781795 0.3768204892 0.1872880038
## [288,] 0.283460837 -0.6159419769 0.2801925540 0.0972496093 0.0691750762
## [289,] -0.008163226 -0.0287619482 0.4032585167 -0.0740152919 -0.1360777375
## [290,] 0.191742505 -0.3386729512 0.0543616404 -0.2184170058 -0.2029005536
## [291,] 0.456376377 -0.4253679714 -0.4676277083 0.2869020725 0.4212179925
## [292,] -0.107116454 -0.0678283530 0.1144550862 0.0927845595 0.1689611663
## [293,] 0.719438220 -0.4545239618 -0.2943884329 -0.1290247470 -0.1191158597
## [294,] -0.089951815 -0.0361399520 -0.3798252558 0.2024952891 0.4168111477
## [295,] -0.105976164 0.1865336758 0.1660128665 -0.0522786695 0.1590191358
## [296,] -0.440343143 0.0455819223 -0.0567078678 0.0582021850 0.0189345665
## [297,] 0.061734196 -0.0905076555 0.0904664414 -0.1542159436 -0.2151361216
## [298,] 0.189117364 -0.1448521515 0.1473709026 -0.1649087516 -0.2647917764
## [299,] -0.432980125 0.1099865101 0.3142947877 0.0787421358 0.1942426562
## [300,] 0.488239513 -0.2506780108 0.2085926296 -0.0934945303 0.1504915710
## [301,] 0.463916447 -0.1903308565 -0.2965674454 0.6822229281 -0.2069049194
## [302,] 0.253062799 -0.1121130250 -0.0837580192 0.1336407159 -0.0214236645
## [303,] 0.494173708 -0.2595586022 -0.1534389884 0.2204516461 0.5759573991
## [304,] -0.313355138 0.2149709435 0.4415580312 -0.2772070456 -0.5984785993
## [305,] 0.538921075 -0.1142377981 0.3274724350 -0.2458984016 -0.1078161808
## [306,] -0.077824837 -0.1957924916 -0.1545969033 -0.6617843995 0.2338337848
## [307,] -0.300046546 -0.4515212797 -0.2733554660 -0.2451954263 -0.0100938185
## [308,] -0.986753744 -0.2774253715 -0.0160190951 0.0178142842 -0.1301125904
## [309,] -3.484461109 0.8526100512 -1.0799679953 1.3490322210 -0.1469348109
## [310,] -0.688950129 0.1211924904 0.0847821558 0.0658432738 -0.1959732707
## [311,] 0.162024449 -0.2505758584 0.2926736407 -0.3877134658 -0.0459633716
## [312,] -0.251897958 -0.0666966466 0.0424320248 0.0135883979 -0.1109923307
## [313,] 0.056616215 0.0388039745 0.3044955800 -0.3603677185 -0.0640433014
## [314,] 0.096048150 0.1461915162 -0.0966599398 -0.0441896616 0.3843725689
## [315,] 0.035209476 -0.1127879856 0.3023565439 -0.2572743531 -0.1360428236
## [316,] 0.036514108 -0.0763824937 -0.3848110668 0.4364594527 0.1421725851
## [317,] 0.084609602 -0.0425064080 0.2045634150 -0.0801604951 0.1913590804
## [318,] -0.234394140 0.0199763961 0.4183828562 -0.0211593897 0.9945138987
## [319,] 0.091139504 0.4660036865 0.2372944289 0.1132480127 -0.5060404922
## [,21] [,22] [,23] [,24] [,25]
## [1,] 0.226359487 0.0888338880 0.0952733673 0.0559530908 0.0705124627
## [2,] -0.513271769 -0.4867098579 0.0803292172 -0.2506100909 -0.1126520167
## [3,] -0.138819988 0.0484490767 0.0847396590 -0.0381976989 0.0357639881
## [4,] -0.017018308 0.1392291150 -0.1210480133 -0.0170238123 -0.0468643452
## [5,] 0.066930677 0.2811581825 0.0805374202 0.0269787673 0.0175969678
## [6,] -0.196317363 0.2476272426 -0.6354514990 -0.1582692167 -0.1336095646
## [7,] 0.009686164 -0.1671457054 -0.2404398035 0.0328666254 -0.2104410996
## [8,] -0.296821463 0.2031485878 -0.0450075445 0.0517944788 0.2085557975
## [9,] -0.048094347 -0.0897359176 -0.0015947409 0.0113145465 0.0412595137
## [10,] -0.113352775 -0.0820649127 -0.0467169777 -0.0512831143 -0.0041472756
## [11,] -0.274806451 0.0737592042 0.1607990528 0.0618092769 0.1404972312
## [12,] 0.080232633 0.2787701433 -0.0654806377 0.0230753464 0.0497565335
## [13,] 0.311489395 0.2583110214 -0.1530139066 0.0458263464 0.0106722824
## [14,] 0.156170131 -0.0352131930 -0.4595027119 -0.0239638993 -0.1715087687
## [15,] -0.210998620 -0.3718451802 -0.1232388024 -0.1143904011 -0.0569671243
## [16,] -0.351955595 -0.1866211451 0.1140933152 -0.1665122719 -0.0868690400
## [17,] 0.052418074 0.2669721660 0.1003290761 0.0390672263 0.0105370119
## [18,] -0.069464354 0.3001889302 0.1418689108 0.0903824630 0.1947021460
## [19,] -0.085644384 0.1098798640 0.0972432663 0.0346501842 0.0668753429
## [20,] 0.288459266 0.1876263219 -0.2501241637 0.0559673725 -0.0591729194
## [21,] -0.165679382 -0.1063159830 -0.0931562784 0.0227602122 0.2237283182
## [22,] -0.251865891 -0.3277967763 0.0548996307 -0.1612996966 -0.1412876305
## [23,] -0.101518514 -0.0050652558 0.0820757300 -0.0608930260 0.0175261480
## [24,] -0.969780559 0.4760457115 -0.5732740080 0.2842160906 0.2175031563
## [25,] 0.212771736 0.4616254036 0.1136755869 0.2064195153 0.1969709648
## [26,] -0.214267163 -0.0874999180 0.1271121410 0.0209023573 -0.0073109313
## [27,] -0.403244947 -0.3154637847 0.0856492451 -0.1510210840 -0.0372360197
## [28,] 0.184576273 0.0022878102 0.0854632861 0.0187763655 0.0079054601
## [29,] -0.241893793 -0.1413123037 0.0909854677 -0.0952751213 -0.1183499616
## [30,] 0.024111184 0.0636120495 0.0643384432 0.0481305201 -0.0053774119
## [31,] 0.060278009 0.1223427478 0.1065209599 0.0794366237 0.0996109786
## [32,] -0.277309154 -0.0885146150 0.1062786532 -0.1313059443 -0.0639836996
## [33,] -0.118519650 0.1822797719 0.1458244855 -0.0005080080 0.0912112141
## [34,] -0.119746286 -0.0155405119 0.1057793174 -0.0214383385 -0.0101463620
## [35,] -0.081743164 -0.0793532278 0.0455200813 -0.0437305841 -0.0505231939
## [36,] -0.075221726 -0.1117685180 -0.1459148145 -0.0241541386 0.0197045427
## [37,] -0.277480233 -0.1534080660 0.0358749633 -0.1200293889 0.0752670742
## [38,] -0.049745173 -0.0492226572 -0.0674629200 -0.0237320214 -0.0922705667
## [39,] -0.032876714 -0.0523329377 -0.1610782530 -0.0749817307 -0.1099340105
## [40,] -0.515880241 -0.3101031262 0.0437202542 -0.1506253760 -0.0524675031
## [41,] 0.410274021 0.0729594417 0.0731092127 0.1391568608 0.0736328596
## [42,] 0.332166482 0.2783307949 -0.1009138984 0.1168787550 -0.1124716445
## [43,] -0.247308373 -0.2419797643 0.0689185078 -0.0971598331 0.0012247172
## [44,] -0.074061697 -0.0866673092 0.0302824675 -0.0071174976 -0.0054918948
## [45,] 0.252437764 0.2366556336 -0.1968061038 0.0693066506 0.0346939770
## [46,] 0.081676759 0.0778588376 -0.0071746309 0.0551012012 -0.0304271504
## [47,] 0.005794795 -0.0132669295 -0.0042210926 -0.0645760342 0.1501622162
## [48,] -0.242750625 -0.3820072880 -0.0615966905 -0.1380784834 -0.0733281618
## [49,] -0.156493017 0.1970012987 -0.0057983048 -0.0317424987 0.0363028771
## [50,] 0.038544642 0.0365981822 0.1194397149 0.0154526699 -0.0179620622
## [51,] -0.050825139 0.2129796402 0.0411452206 0.0594741177 0.0618233007
## [52,] -0.052378488 0.0663958434 -0.0688479854 0.0076160723 -0.0307630745
## [53,] 0.271403435 -0.0576084525 0.0542777296 0.0004287038 0.0494428462
## [54,] -0.198853040 0.2617623120 0.2354706964 0.0751122609 0.0274297529
## [55,] 0.421404177 -0.1280109943 -0.1111015230 -0.0271844016 0.0074265547
## [56,] 0.170596326 -0.0456574513 0.1323028583 0.0359830576 0.0324558006
## [57,] 0.008878820 0.1401109080 0.0747608388 -0.0385393094 0.0583984417
## [58,] 0.001634984 0.0875333595 -0.1068473882 0.0482140197 -0.0995079521
## [59,] -0.127436532 0.2019992868 0.1318301348 0.0454791591 0.1344841001
## [60,] -0.110077755 -0.1051582860 0.0626231113 -0.0315925297 -0.0471171603
## [61,] -0.030909131 0.3876932750 0.1181095983 0.0395860522 -0.0522742608
## [62,] -0.111178281 -0.0681005890 -0.0137607319 -0.0529339854 -0.0933182944
## [63,] -0.105071345 -0.1094516026 0.1028836715 -0.0294244902 -0.0216821769
## [64,] -0.091598336 -0.1195628149 -0.0423682555 -0.0253385771 -0.0226033521
## [65,] -0.059384153 0.0679539709 0.0340410775 -0.0448884624 0.0464339417
## [66,] 0.429106437 0.4531618671 0.0568335134 0.1941171855 -0.0393835143
## [67,] -0.655201571 -0.5582875111 -0.0912880392 -0.3581531910 -0.2571258870
## [68,] -0.205178748 0.0773247332 0.0868916593 0.0365243869 0.0366388942
## [69,] -0.039931673 -0.0077000434 0.1106109600 0.0438787284 0.0026443991
## [70,] -0.141447404 -0.2850111750 -0.0230261534 -0.1361180356 -0.0613805708
## [71,] -0.228315172 -0.1859235754 0.0474411861 -0.0635999838 0.1414423034
## [72,] 0.062907647 0.0796656306 -0.1641982213 -0.0571388913 -0.0198596413
## [73,] 0.155185072 -0.0175103137 -0.0905901478 0.0610847555 -0.0123889052
## [74,] 0.160676889 0.0083608851 0.0213685057 0.0464430784 0.0023700212
## [75,] -0.215643145 -0.1788395672 0.0467799047 -0.0860121922 -0.0489483014
## [76,] 0.162009557 0.1067038458 0.0129575572 0.0624817110 0.0020328718
## [77,] 0.055846458 -0.1682678275 -0.3158215758 0.0625103777 -0.3304676334
## [78,] -0.229437570 0.1790052753 0.1449662258 0.0364291131 0.0755853996
## [79,] -0.042012190 0.2182817331 -0.3160211208 -0.0358170192 -0.0416138948
## [80,] -0.141608572 -0.0929320334 0.1151204219 0.0269470275 0.0322629367
## [81,] -0.025644945 -0.0346420874 0.0665009660 -0.0291762592 -0.0054194989
## [82,] -0.248342861 -0.2832333637 0.0079951670 -0.1753403210 -0.1544047443
## [83,] 0.241341733 -0.0033356528 -0.0685973179 0.0612317737 -0.0118786547
## [84,] 0.217497605 -0.1943636347 -0.4197055205 -0.1529526381 -0.0005036734
## [85,] -0.121390955 -0.2849084876 -0.0209930511 -0.1485373455 -0.0936200535
## [86,] 0.095202128 0.0545574823 0.1593511229 0.1031733667 0.0849894499
## [87,] -0.082795724 -0.1566971929 0.0167923659 -0.0575349125 -0.0392805795
## [88,] -0.432096047 -0.2127665725 0.1385296269 -0.0787386556 -0.0233133872
## [89,] 0.246137772 0.0036179971 0.0333085991 0.0116282782 -0.0259482069
## [90,] 0.155242315 -0.0615800794 0.1902610822 -0.0421632621 -0.0114260619
## [91,] 0.728285834 -0.2104823884 -0.4739265047 -0.1342319347 -0.1740444749
## [92,] 0.189954002 -0.1131321737 0.0191066021 -0.0633177336 0.0550023086
## [93,] 0.116761928 0.0581378370 -0.0520389015 0.0265446567 0.0128266716
## [94,] 0.121232260 -0.1033542845 0.1302088793 0.0228335871 0.0393307793
## [95,] 0.095775351 -0.2061498891 -0.0811375583 -0.0944265696 -0.0627193112
## [96,] 0.150787344 -0.2826093589 -0.3955253511 -0.1681231793 -0.0151270717
## [97,] -0.732665017 -0.7194004454 0.2656045795 -0.2674471678 -0.2088583760
## [98,] -0.181772128 -0.0425752345 -0.2255721597 -0.0036454205 -0.1524485244
## [99,] 0.095533544 -0.0513008270 0.0695519675 0.0097513090 0.0522047416
## [100,] -0.452219640 -0.0077106288 -0.1608752552 -0.1028590180 -0.0313838644
## [101,] -0.064564138 0.1833714941 0.1042711474 -0.0196690447 0.0440113964
## [102,] -0.201551382 -0.1322489505 0.0125992773 -0.1778014917 -0.0498041007
## [103,] -0.056011611 -0.2233329153 -0.0119101113 -0.0526733772 -0.0023092660
## [104,] -0.041425985 0.0222658635 -0.1812484619 -0.0208498864 -0.0133303838
## [105,] 0.171135440 -0.1054755885 0.0934140267 0.0296578422 0.0437632389
## [106,] 0.018356177 -0.2274010894 -0.1103501976 0.0077547407 -0.1085909734
## [107,] -0.034790125 0.3271114780 -0.0003343897 0.0679548997 0.0263906769
## [108,] -0.128051872 -0.0656959732 0.0007288752 -0.0127600040 0.1571096729
## [109,] 0.063342869 0.0960370756 -0.1829249573 0.0890235403 -0.0674666192
## [110,] -0.393221486 -0.0902646158 0.0135533565 -0.1076646593 -0.0373611050
## [111,] 0.062972439 -0.0557554580 0.1261941552 0.0476501246 -0.0058313157
## [112,] 0.034466147 -0.1152046212 0.2266153464 0.0729580359 0.0323975852
## [113,] -0.205644518 0.0189278482 -0.2216671862 -0.0557192677 0.1075622932
## [114,] 0.082308158 -0.0128911182 -0.1240556452 0.0179158004 0.0017392296
## [115,] -0.053802437 -0.0611549080 0.1245450514 -0.0204298830 0.0514703338
## [116,] 0.134176659 -0.1699906057 0.2086024282 -0.0682871953 -0.0052251813
## [117,] -0.289801920 0.0533572115 -0.4786946952 -0.1978763488 -0.2552603257
## [118,] -0.129757671 -0.3872511524 -0.0485039579 -0.0941182547 0.0159387064
## [119,] 0.230686384 -0.0115826269 0.0783296031 0.0294223018 0.0181420211
## [120,] 0.089934657 -0.2737602095 0.1605247441 -0.0274972424 -0.1294415016
## [121,] -0.105487892 -0.2006080676 0.1216103711 -0.1393215006 0.0277550410
## [122,] 0.354881197 -0.0624342139 0.1434389316 -0.0450339870 -0.0895760721
## [123,] 0.503542343 0.1127594756 -0.0049865351 0.0151088872 -0.0172165145
## [124,] 0.474062979 -0.0880983285 -0.0341542120 -0.0544385049 -0.0436163621
## [125,] 0.242903440 -0.0031966629 -0.0318839007 0.0162675733 -0.0020816705
## [126,] 0.159616756 0.0010361950 0.1397293176 0.0045134783 0.0161758861
## [127,] 0.147378056 -0.0444028243 0.1347370119 0.0471792321 0.0707662406
## [128,] 0.206648600 0.0000396827 0.0190628269 0.0040379491 -0.0697179455
## [129,] 0.234488902 -0.0094457214 0.1166126622 -0.0392703486 0.0177401681
## [130,] 0.283633197 -0.0342990280 0.1245475415 -0.0057680728 0.5110153214
## [131,] 0.054665385 0.1355580328 -0.1783522275 -0.0634112657 0.1008397317
## [132,] 0.362767804 -0.1356270418 -0.0302127510 -0.1367401661 -0.2953990936
## [133,] 0.130272401 0.0150845916 0.0137498869 0.0750280682 0.0322372895
## [134,] 0.128692548 -0.1341195393 0.1750647174 0.0621765434 0.0823857973
## [135,] 0.599257136 -0.0472826615 -0.4177660720 -0.1258439093 -0.0812476018
## [136,] -0.233098408 -0.0103196754 -0.0284419450 -0.0152394220 -0.0382514560
## [137,] -0.096096709 -0.1216482230 0.0260533274 -0.1485803117 0.0056788850
## [138,] 0.230329532 -0.0116433484 0.0609257332 0.0355494940 0.0392920547
## [139,] 0.228350363 -0.0212930958 0.0733095814 -0.0730298449 -0.0225531834
## [140,] 0.252765557 -0.1149378483 0.0880163339 -0.0310002057 0.1044947955
## [141,] 0.376366183 -0.0651786969 -0.4402300436 -0.0239222930 0.1643713991
## [142,] 0.228648349 -0.2192959769 -0.0016447541 -0.1141166937 -0.1849326097
## [143,] 0.055609761 -0.0242788331 0.1107285273 0.0443461079 0.0394511385
## [144,] 0.852845042 -0.1607664840 -0.3083496248 -0.0225960531 -0.0315358633
## [145,] 0.197721340 -0.0630392779 0.1210774742 -0.0806843707 -0.0133976463
## [146,] 0.203728177 0.0500231488 0.0068141578 0.0223901809 0.0519430862
## [147,] -0.328348391 0.0347470735 -0.2129858070 -0.0716580186 -0.0504632654
## [148,] 0.513455431 0.0683779119 0.1347914233 0.0212807646 0.0822060036
## [149,] 0.229945950 -0.0362602689 0.1352840349 -0.0437210907 0.0339665268
## [150,] 0.253526815 -0.1634676296 0.0462003744 0.0172003561 0.0248902358
## [151,] 0.111468439 -0.0900519969 -0.1320100303 -0.0929792563 -0.0664430267
## [152,] 0.433301458 -0.0847876433 -0.3450842137 -0.1396279406 -0.0693634938
## [153,] 0.240084026 -0.2441510111 0.0598288223 -0.0730562323 -0.2224922525
## [154,] 0.052602681 -0.3941340345 0.1647091704 -0.0733583190 0.0940681968
## [155,] 0.116485673 -0.0171062920 0.1196799291 0.0009604523 0.0486219093
## [156,] -0.074432336 0.0362961892 0.1387657776 0.0521356944 0.0340109968
## [157,] -0.189482821 0.1759240695 0.1906240097 0.1280846905 0.0306564145
## [158,] -0.271184066 0.1513308323 -0.0332374338 0.0003608347 -0.0548939036
## [159,] -0.066885996 0.0437285421 0.1178340453 0.0270308185 0.1295935955
## [160,] 0.294558279 0.4082408266 -2.1731436760 -0.6860744040 0.7835698367
## [161,] -0.168082256 0.1090512249 0.0674307384 -0.1002853091 -0.0365569091
## [162,] -0.543889334 -0.1479825066 -0.0264477392 -0.1061615447 0.0382944434
## [163,] 0.011026989 -0.2660604423 -0.0282386890 -0.0419520724 0.1481479708
## [164,] -0.701015585 -0.2478524986 0.1021692636 -0.1297341140 0.1850561242
## [165,] -1.071492380 -0.3222018833 -0.3920440763 -0.1720860894 0.1401728507
## [166,] 0.108050009 -0.1713434440 0.1139445987 -0.3654313932 -0.0120571891
## [167,] -0.434059823 -0.0539912443 0.1145240896 -0.0274837966 0.2643436486
## [168,] 0.366899784 -0.0543732740 -0.1682824012 -0.0391454270 0.0307235141
## [169,] -0.339900066 0.6925167049 0.3135848857 0.6691274232 0.4602436367
## [170,] -0.269540462 -0.0833760134 0.1112799159 -0.1098964042 0.1328575564
## [171,] -0.193267191 -0.0768057830 0.0820894020 -0.0448481053 0.0276314191
## [172,] -0.329783445 -0.2591099693 0.1525040663 -0.0660968235 0.1757877204
## [173,] -0.411945623 0.0505339931 0.1380561333 -0.0854449661 -0.0507719153
## [174,] -0.466789603 0.0637412315 0.2572212389 -0.1559045026 0.0757077115
## [175,] 0.498007468 0.5460528701 0.1246903167 0.1094702774 -0.0104301732
## [176,] 0.562231542 -0.0906549473 0.3177366443 0.0982899126 -0.1012966435
## [177,] 0.207845762 -0.1744539572 0.0004688433 -0.0145403479 -0.0424141665
## [178,] -0.454812434 0.0057111066 -0.0707781727 -0.1178016880 0.0927335156
## [179,] 0.466392446 -1.7066216552 -0.0408923079 -0.0992837916 0.1852389419
## [180,] -0.054722196 -0.1605321290 -0.2020624622 0.4807173916 -0.0211140412
## [181,] 0.719417060 0.2732778256 0.1820094895 0.2806177747 0.1078747502
## [182,] -0.566537058 1.0947125636 -0.0111833964 -0.4608982524 -0.7543594463
## [183,] -0.194892500 -0.1862609749 0.1319678218 -0.0494923582 -0.1282927589
## [184,] 0.726418245 0.1704860203 0.1109048079 0.0966799979 -0.1191983699
## [185,] 0.042281828 -0.1583311125 0.0936678911 -0.0779229621 0.1204407142
## [186,] -0.014389825 -0.0353464255 -0.2653104085 -0.0256591541 -0.1586425274
## [187,] 0.284511025 -0.0822016024 0.1546057583 0.0655016408 -0.0589845392
## [188,] -0.307101535 -0.2576012443 0.2593148440 -0.0498781426 0.0673109203
## [189,] -0.158503702 -0.2370682253 0.1453436186 -0.0265647452 0.1521608262
## [190,] 0.777740851 0.2777443606 -0.0072028161 0.2007472602 -0.0059130280
## [191,] 0.225028244 -0.1572102681 0.0939554232 0.0498195803 0.0405045366
## [192,] 0.647534517 -0.2913733101 -0.0076273853 -0.0108128073 -0.1865115420
## [193,] 0.657981502 0.0378729095 0.1420603948 0.1490165686 -0.1417336132
## [194,] 0.082474338 -0.2124608352 0.0089845381 -0.1763267447 -0.0734110079
## [195,] 0.438208340 0.2885749520 0.0423188312 0.1076444252 -0.1285075839
## [196,] -0.073612243 -0.0531625403 0.1407706257 0.0280198103 0.0195893212
## [197,] 0.315496351 -0.0831786291 -0.0825707014 -0.1209196309 -0.0595401899
## [198,] -0.103835397 -0.1064923593 -0.0626030285 -0.0413473682 -0.0035322877
## [199,] -0.099105931 -0.1010153579 -0.0512220352 -0.0382584489 -0.0436485172
## [200,] -0.470269614 -0.2643703128 -0.1852405140 -0.2437661750 0.0341665075
## [201,] -0.730375315 0.1827323228 0.0678914520 0.0815609018 -0.3106323814
## [202,] 0.022183078 -0.2253581444 0.0847419787 0.0190093755 0.0036482245
## [203,] -0.059868717 -0.1310430332 0.2198054837 -0.0111113065 0.0460897452
## [204,] 0.147706514 -0.1372743217 0.1358175453 -0.0543476800 0.0395701980
## [205,] -0.279427661 0.0971882822 0.1387169915 0.0695420840 0.1444958082
## [206,] -0.874548525 -1.0177659325 -1.3878917393 2.8003637583 -0.3741763658
## [207,] 0.425722548 0.0207269715 -0.0422459318 0.0072243741 0.0638233063
## [208,] -0.075427670 -0.2188338198 0.2007428929 -0.0242294923 -0.0320673433
## [209,] 0.091116394 0.0385342811 0.1095498015 0.0522144759 0.1446359955
## [210,] 0.394666051 -0.3703714245 -0.4551231028 -0.2374028252 -0.4971640076
## [211,] 0.018614847 -0.1325755463 0.2140121030 0.0675474072 0.0088801935
## [212,] 0.068382965 -0.1416523652 -0.0318370972 0.0841479646 -0.0394463858
## [213,] 0.179325289 -0.0899181346 0.2206224554 0.0201973071 0.0718886873
## [214,] -0.014601572 0.3308016576 0.0871429945 0.1355457023 0.1213896481
## [215,] 0.130939259 -0.2030062276 0.0281623062 -0.0800249894 0.0935377134
## [216,] 0.060967282 0.0448593891 0.0182166163 0.0331603949 0.0259505806
## [217,] 0.363089588 -0.0301531877 -0.1417487842 -0.0390013095 0.0425873960
## [218,] 0.068447252 -0.1724183243 -0.0100342825 0.0090364083 -0.0680011246
## [219,] 0.591278283 -0.2339994871 0.2341716621 0.1264985153 -0.0930146575
## [220,] 0.467048735 0.1366434727 -0.1063265168 0.1527067780 0.0275273306
## [221,] -0.228383008 -0.0841529954 0.1702683271 -0.0584627216 0.0422380912
## [222,] 0.268474421 -0.0368602633 0.1835671149 0.0198339281 -0.0145386644
## [223,] -0.068458611 0.1617461487 -0.0727775301 -0.0798957611 -0.1480913232
## [224,] 0.449578317 -0.0861206516 -0.0740928673 0.0324039109 0.0612773429
## [225,] -0.073058271 0.0483405340 0.1307035899 0.0845783764 -0.0880458111
## [226,] 0.647354035 -0.2478039534 -0.2370359497 0.0354230859 -0.2237110500
## [227,] 0.421302959 0.0259131826 -0.0328657625 0.0967566566 0.0374658172
## [228,] -0.018282046 -0.2304242258 0.0496360573 -0.0486625503 0.0471394563
## [229,] 0.301126019 -0.1699646702 0.0447552338 -0.0597401654 -0.0680142201
## [230,] 0.247830876 -0.1338594028 0.0860567128 0.0444214608 0.0525269731
## [231,] -0.235220371 -0.1191496011 0.0280096909 -0.0018890403 0.0262305691
## [232,] 0.176187482 -0.3074356962 0.1475331448 -0.0868540845 0.1372235354
## [233,] 0.351817550 -0.0589940491 0.1499119754 -0.0181671192 0.0989553481
## [234,] 0.103057578 -0.0600388176 0.1475552601 0.0366703100 0.1887207507
## [235,] -0.113349249 -0.2711599441 -0.0487917807 -0.0173826494 -0.0373842201
## [236,] -0.680838345 1.1198606109 -0.0167246108 -0.3478199158 -0.8047489951
## [237,] 0.272644878 0.1536079120 -0.2362561367 0.1120074685 0.0631256457
## [238,] -0.063667160 -0.0657235997 0.1101822418 0.0012393650 0.0042989502
## [239,] -0.236182277 0.3829835269 -0.0757673075 -0.1066517005 -0.1252869347
## [240,] -0.031006465 0.0291248742 0.1131164672 0.0279760353 0.0668325915
## [241,] -0.441974093 0.2104234842 0.2090303718 -0.0095020203 -0.0297501073
## [242,] -0.083059299 0.3406140543 0.1955667355 0.1316779636 0.0222718000
## [243,] -0.311055315 0.3005863541 -0.0647706671 -0.0066937817 -0.0578457045
## [244,] -0.495700205 0.0947917618 0.1930696785 -0.0576327024 -0.0523447387
## [245,] -0.267770177 0.3501388333 0.1436769176 0.1370582837 0.0311866654
## [246,] 0.257365303 0.3859140065 0.2237410402 0.1745789467 0.1299026414
## [247,] -0.421226161 0.6432844156 -0.8630865394 -0.1058654675 -0.2685071588
## [248,] -0.156267515 0.4830208896 0.0313424643 0.0570584203 -0.0061643095
## [249,] 0.222678553 0.3916760778 0.0769170002 0.0746366906 0.0812800642
## [250,] -0.124570268 0.5240859261 0.2229593476 0.1692626827 0.0487127269
## [251,] -0.004167050 0.0197428884 -0.0176888360 0.0200490953 -0.1262296279
## [252,] -0.202444593 0.1009454154 0.0480645601 0.0201757864 0.0514559645
## [253,] -0.039257282 0.1257659537 0.1403907844 0.0667413371 0.0553849312
## [254,] -0.163920499 0.0133750866 -0.0765170028 0.0137664268 0.0396836857
## [255,] -0.058220239 0.5795813140 0.4204483240 0.1363144233 0.0253966903
## [256,] -0.218509114 -0.0351901736 0.1256358820 0.0449954268 0.0334681403
## [257,] -0.132755814 0.0259780692 0.1226620446 0.0088716856 0.0871784442
## [258,] 0.048048344 0.1874768012 0.1782280039 0.0040126105 0.0418905135
## [259,] -0.185021737 0.5190893777 -0.4324749758 -0.0464690641 -0.3128634065
## [260,] 0.181665832 0.1587667223 0.0677838115 0.0223906666 -0.1815907845
## [261,] -0.008491525 0.1984482728 0.1408321338 0.0539961687 0.0372370606
## [262,] -0.193792365 0.3766414788 -1.4088550395 -0.4760851199 0.5814908291
## [263,] 0.001196981 0.2721384399 0.1605090642 0.1207665715 -0.0014467340
## [264,] 0.196569342 0.0121100114 0.0352037697 0.0823454099 0.0825604161
## [265,] 0.232671063 0.1557466392 -0.0003450296 0.0425051101 -0.0091776849
## [266,] -0.200729316 0.3452399630 -0.0748457493 -0.0821794456 -0.1101534719
## [267,] -0.089400654 -0.0142087584 0.0677719667 0.0586684286 -0.0744715640
## [268,] 0.372820403 -0.0691788997 0.0158909974 0.0420890754 0.0177751031
## [269,] -0.250501091 0.2144866744 -0.1392412844 -0.0006263414 0.1034300810
## [270,] -0.590715192 -0.0827380296 0.2288032288 0.1562015832 -0.0957057835
## [271,] 0.018747537 -0.1672034852 0.0159162041 0.0156087447 0.0701949869
## [272,] 0.016572828 -0.0218922516 -0.0450417463 0.0577337475 -0.1092290384
## [273,] -0.363917305 0.1332483924 0.0723808051 -0.0571191880 -0.1118660349
## [274,] -0.226018701 0.4106605208 0.2049988997 0.0853982770 -0.0364734518
## [275,] 0.264825512 -0.2025811979 -0.1033135442 0.0211571838 0.0500896801
## [276,] -0.299033628 0.0782090236 0.2730737486 0.1023864174 0.2173116779
## [277,] 0.160700110 0.0210787072 0.1067392546 0.0128194320 -0.0205378281
## [278,] 0.216212793 0.3177275768 -0.2141973540 0.1482060896 -0.2292284306
## [279,] 0.003435612 -0.0679988580 0.1186063494 0.0347357871 -0.1404352686
## [280,] -0.128031311 0.0546729936 -0.0732068473 -0.0401300555 0.0439028312
## [281,] -0.394504303 0.1845155373 -0.4558684865 -0.0227609890 -0.3059090405
## [282,] -0.316085258 0.0006606103 0.0964305973 -0.0607464294 -0.0039437305
## [283,] 0.066549122 0.4348497042 -0.1076161785 -0.0704664790 -0.0081604091
## [284,] -0.173284480 0.2537913007 0.0378366025 0.0555395669 -0.0612050522
## [285,] 0.116922490 0.3148612565 0.0176163180 0.0522333065 -0.0115571124
## [286,] -0.077150162 -0.1099119620 0.0892640516 0.0414152595 -0.1036938465
## [287,] 0.329899498 0.1760405001 -0.0813631361 0.0924448285 -0.0783626895
## [288,] -0.009422147 -0.1970897459 0.1269522671 0.0531206105 0.1040892226
## [289,] 0.246241083 -0.1334833185 -0.1378682096 -0.1165226933 0.0560646985
## [290,] 0.189497201 -0.0624082237 0.0638037160 0.0538372905 0.0666202660
## [291,] -1.382105899 -0.1507227915 0.1673549127 0.0955667961 0.7421746056
## [292,] 0.310140777 0.0397847875 0.1566347781 -0.0208834470 0.0876938395
## [293,] 0.254609818 0.0568530988 -0.6789884042 -0.2835487891 0.4026350847
## [294,] -0.683348586 0.0966878610 -0.1443621375 0.0350045627 0.0826171164
## [295,] 0.207025546 0.0396917294 -0.0714582925 0.0785201357 0.0392329107
## [296,] 0.144433173 -0.1401760138 0.0261139005 0.0096227464 -0.0152251858
## [297,] 0.234528883 -0.1420995345 0.0941211926 0.0452631408 0.0368736892
## [298,] 0.115492163 -0.1171604327 -0.1491414740 -0.0647011278 0.0456398399
## [299,] 0.579789655 -0.1914339684 -0.0111662763 0.0026985081 -0.1031722375
## [300,] -0.236753179 -0.2213558960 0.0578682094 -0.1184916151 -0.0294682674
## [301,] 0.108498407 0.4805389459 0.4020676447 0.6047434005 0.3512229109
## [302,] -0.150197077 -0.2917862473 0.2352338623 -0.0008860541 0.0514639681
## [303,] -0.049600791 -0.0861267222 0.3022268257 -0.0387415192 0.0515060291
## [304,] 0.343906821 -0.0709421780 -0.1960743649 -0.1106485418 -0.1786021975
## [305,] 0.072795722 -0.1018308190 -0.0139650657 0.0283964508 -0.0138720360
## [306,] 0.187072939 0.7287297705 0.1749479004 0.1964943157 0.0752019852
## [307,] -0.128632040 0.4792022896 0.0585704981 0.0736756646 -0.0679324553
## [308,] -0.080637480 0.3775706092 0.0702930612 0.0333612041 -0.0497346922
## [309,] -0.452249102 -0.2516738676 0.0201499846 -0.0724115263 -0.1092354581
## [310,] 0.097007052 -0.0272523115 0.1348112895 0.0799178863 0.0404322890
## [311,] 0.026806892 0.2407940149 0.1195453894 0.0494616524 -0.0837983079
## [312,] 0.144414068 0.0566699876 0.0772840297 0.0061804109 0.0659889849
## [313,] 0.115849087 0.1889512855 0.1096507146 0.0475718409 -0.0409182008
## [314,] 0.037752626 0.0288175478 0.2187112569 0.0977764105 -0.0316639745
## [315,] 0.082854664 -0.0346157615 0.1020815069 0.0042615815 -0.0146094916
## [316,] -0.160836027 -0.0409528584 0.0259989303 0.0105232568 0.0643641078
## [317,] -0.267500159 -0.1230731950 0.0914735449 -0.0572762531 0.0023983502
## [318,] 0.060364773 0.2080461460 0.0191296213 -0.0057956849 0.0465033280
## [319,] -0.022025362 -0.3173949427 0.2063220247 -0.0354976686 -0.1214900481
## [,26] [,27] [,28]
## [1,] 0.0740452588 2.163149e-02 -9.137026e-03
## [2,] 0.1039480165 4.059275e-03 4.512552e-02
## [3,] -0.0151181222 8.851629e-03 -3.263653e-03
## [4,] -0.0704016042 -1.154927e-03 6.280700e-03
## [5,] 0.0106323771 -2.900253e-03 -2.892690e-03
## [6,] -0.2580302310 -8.340496e-02 1.899342e-01
## [7,] -0.1291157468 -1.159055e-02 -1.273292e-01
## [8,] -0.0120376294 -1.478706e-02 3.491067e-02
## [9,] -0.0715315808 -3.689489e-02 -2.232805e-02
## [10,] -0.1177264043 -2.550523e-02 -9.740612e-03
## [11,] -0.0280841315 7.216247e-03 -1.197769e-02
## [12,] -0.1205022359 -3.631246e-02 1.164035e-02
## [13,] -0.0318183800 -5.641138e-03 -1.958170e-02
## [14,] -0.1033453018 -3.654594e-02 -4.377790e-02
## [15,] -0.1017553874 -1.684469e-02 -4.395212e-02
## [16,] 0.0934495660 2.276658e-02 7.895376e-03
## [17,] 0.0478038299 1.558765e-02 -7.787678e-03
## [18,] -0.0793342565 2.156902e-02 -1.110831e-02
## [19,] 0.0337015036 1.748672e-02 -5.738230e-03
## [20,] -0.1030655274 -1.767091e-03 -2.541500e-02
## [21,] -0.1174493142 -1.337729e-02 5.977698e-02
## [22,] 0.1366193912 -5.651450e-03 -4.869317e-03
## [23,] 0.0152007005 -4.768477e-03 3.610932e-03
## [24,] -0.1142583242 1.096034e-02 -4.574270e-02
## [25,] -0.0233679224 3.403680e-02 -1.130012e-02
## [26,] 0.0108202561 1.758409e-02 -3.200576e-02
## [27,] 0.0725432520 9.072365e-03 2.437641e-02
## [28,] -0.0642175478 1.135519e-02 1.565820e-03
## [29,] 0.0812639495 4.735398e-03 1.051776e-02
## [30,] 0.0111091343 2.660696e-02 -2.192202e-02
## [31,] 0.0490122939 2.295824e-02 -1.469702e-03
## [32,] 0.0770364072 -7.675186e-03 7.119610e-03
## [33,] 0.0373084655 -7.296749e-05 2.524156e-02
## [34,] 0.0970925563 1.541457e-02 -2.575863e-03
## [35,] 0.0548371193 9.058452e-03 -9.380922e-05
## [36,] -0.1326459923 -9.305133e-03 3.368634e-03
## [37,] 0.0675932942 -6.300129e-03 7.058536e-02
## [38,] -0.0240891505 -2.058728e-02 -4.070357e-02
## [39,] -0.0926078773 -2.543051e-02 -2.681474e-02
## [40,] 0.0109497967 -3.983390e-02 2.023887e-02
## [41,] -0.1572455602 2.112247e-02 -1.288269e-02
## [42,] 0.0301530377 2.520071e-02 -1.716692e-02
## [43,] 0.0426541486 4.212157e-02 -5.826080e-04
## [44,] -0.0054546233 -8.861690e-03 -1.478733e-02
## [45,] 0.1546432734 5.347211e-02 3.370154e-02
## [46,] 0.0897243644 1.383357e-02 -4.099514e-02
## [47,] 0.0085352239 5.477885e-02 -5.140303e-01
## [48,] -0.0733172937 -1.968020e-02 -3.687931e-03
## [49,] -0.0848937609 -2.403252e-02 8.157298e-03
## [50,] 0.0363424741 -1.954171e-02 -2.361868e-02
## [51,] -0.0125885834 -2.766868e-02 -2.160623e-02
## [52,] -0.0927291993 -1.232377e-02 -3.594952e-02
## [53,] -0.0027550930 1.092918e-02 9.538675e-03
## [54,] -0.0423294513 1.025469e-02 -2.782114e-02
## [55,] -0.0790465489 -6.594789e-03 2.476576e-02
## [56,] 0.0136910702 5.716784e-03 -1.650197e-02
## [57,] 0.0374223636 -3.160980e-02 8.778346e-02
## [58,] -0.0813931223 2.940356e-02 -2.909525e-03
## [59,] -0.0368513226 1.612410e-02 3.170138e-02
## [60,] 0.0450373784 8.685783e-04 -3.120323e-02
## [61,] 0.0049780103 6.499049e-03 -4.864158e-03
## [62,] 0.0294281291 -2.506436e-03 -2.201434e-02
## [63,] 0.1023080425 1.471250e-02 -1.183021e-03
## [64,] -0.0401669870 -2.983030e-05 3.056898e-03
## [65,] -0.0192752514 4.342941e-03 2.003312e-02
## [66,] 0.1257777219 -1.490802e-02 5.540822e-02
## [67,] 0.3444835246 -2.379165e-02 1.171638e-01
## [68,] 0.0967524396 1.440517e-02 -3.414092e-03
## [69,] -0.0683365260 1.683228e-02 -2.674640e-02
## [70,] 0.0845488549 -1.995295e-02 1.816248e-02
## [71,] 0.0501340230 8.552204e-03 9.160258e-02
## [72,] -0.0530136764 -4.036112e-02 1.222804e-02
## [73,] -0.0763664555 6.804840e-03 -1.052942e-02
## [74,] -0.0632852864 2.737447e-03 -3.349996e-02
## [75,] -0.0041098306 -2.243851e-02 -1.272991e-04
## [76,] -0.0247852086 1.073477e-02 -3.360098e-02
## [77,] -0.0942986918 4.585189e-03 -2.017627e-01
## [78,] 0.0734625169 4.446531e-03 -2.076029e-02
## [79,] -0.1324932104 -5.422532e-02 2.354552e-02
## [80,] -0.0422605135 1.308345e-02 -2.183855e-02
## [81,] -0.0043723412 8.298885e-03 -1.073769e-03
## [82,] 0.2083209791 7.512915e-03 4.621298e-02
## [83,] -0.0081410988 -1.786999e-02 -2.742805e-02
## [84,] -0.3804997934 -5.147884e-02 -2.218864e-02
## [85,] 0.0927665278 -9.895424e-03 8.121752e-03
## [86,] 0.1213178629 3.406970e-02 3.664804e-03
## [87,] 0.0291243195 3.136496e-02 -4.330032e-03
## [88,] 0.0501234415 6.197731e-03 -2.141449e-02
## [89,] 0.0515364949 8.950952e-03 1.344594e-02
## [90,] 0.0255150301 -1.388330e-02 -9.547406e-03
## [91,] -0.1286542882 -6.979998e-03 5.240115e-02
## [92,] -0.0002837462 -2.910004e-03 1.556589e-02
## [93,] -0.0311333496 -1.224782e-02 3.408400e-02
## [94,] 0.0379924942 -2.765713e-02 -1.973203e-02
## [95,] -0.0956836609 -2.284911e-02 -3.752940e-02
## [96,] -0.0855710501 -2.464900e-02 3.837124e-02
## [97,] 0.1700653122 -1.431732e-02 -2.777704e-02
## [98,] -0.0116640941 -2.788315e-02 -1.621112e-02
## [99,] 0.0347732160 -1.158178e-03 -5.225552e-04
## [100,] -0.1003041452 -3.733609e-02 8.233736e-02
## [101,] 0.0327222437 -1.292190e-02 8.570191e-03
## [102,] 0.2261447601 3.199102e-04 6.903565e-02
## [103,] -0.0177736170 1.067188e-02 -2.057709e-02
## [104,] -0.1071269360 -3.641042e-02 3.048061e-03
## [105,] 0.0141011701 -1.625970e-02 9.106443e-03
## [106,] -0.1265613485 -1.217532e-02 -1.068663e-01
## [107,] -0.0335226814 -1.907176e-02 -1.534869e-02
## [108,] 0.0181724763 2.424008e-02 1.089778e-01
## [109,] -0.0945831688 -1.869707e-02 -1.589826e-02
## [110,] 0.1832837551 -4.404800e-02 6.794651e-02
## [111,] 0.0819527008 -1.795485e-03 6.384357e-03
## [112,] 0.1277600323 -1.175897e-02 7.283308e-03
## [113,] -0.1340644943 -3.833696e-02 1.336200e-01
## [114,] -0.0624559017 -9.688645e-03 1.294614e-02
## [115,] 0.0487165197 6.997796e-03 3.546091e-02
## [116,] 0.0222887804 -8.558825e-03 -2.049685e-02
## [117,] -0.3563611925 9.692057e-01 9.886508e-02
## [118,] -0.0360873287 -2.226487e-02 -1.301655e-02
## [119,] -0.0030721818 3.017818e-03 1.018443e-02
## [120,] 0.0017340592 -1.128892e-02 -8.714335e-02
## [121,] 0.0730454415 -4.998862e-02 4.189909e-03
## [122,] 0.0023546549 -7.611706e-03 -1.993635e-02
## [123,] -0.0192561035 1.936421e-02 2.411395e-02
## [124,] -0.0618950490 -1.271308e-02 8.869701e-04
## [125,] 0.0088094244 1.102508e-02 -1.621903e-03
## [126,] 0.0622773130 -1.470601e-02 3.210305e-02
## [127,] 0.0198827591 3.328027e-03 2.141594e-02
## [128,] 0.1269690969 3.743719e-02 8.081834e-03
## [129,] 0.0102770082 -8.965414e-03 2.152676e-02
## [130,] 0.0125220631 2.078018e-02 2.937807e-01
## [131,] -0.0764109995 -1.573318e-02 1.200825e-01
## [132,] 0.0759864095 -2.679976e-02 -9.803606e-02
## [133,] 0.0072454597 -2.279264e-03 9.226837e-03
## [134,] -0.0775905034 2.281459e-03 -3.424869e-02
## [135,] -0.0115654618 1.251768e-02 7.326414e-02
## [136,] 0.0362317632 -1.344022e-02 6.708194e-02
## [137,] -0.0277128748 -2.381474e-02 -2.982544e-02
## [138,] -0.0065970502 1.087782e-02 -7.077440e-03
## [139,] -0.0063525448 -1.279462e-02 -1.260110e-02
## [140,] -0.0706091062 -3.555708e-02 1.195389e-02
## [141,] -0.2513737535 -6.529718e-03 8.775770e-02
## [142,] 0.0380618828 -9.668600e-03 -6.234317e-02
## [143,] -0.0152202123 2.133459e-03 -6.221550e-03
## [144,] -0.0311673475 4.047641e-02 6.462441e-02
## [145,] 0.0088286483 -2.173525e-02 -2.658404e-02
## [146,] -0.0528296202 9.919677e-03 -2.188342e-02
## [147,] 0.0218699036 -2.009669e-02 8.261454e-02
## [148,] -0.1563342742 -2.033678e-02 3.487697e-02
## [149,] -0.0224165638 -2.499038e-03 1.936833e-02
## [150,] -0.0781652189 -1.801369e-02 -3.053113e-02
## [151,] -0.1223074387 -1.268203e-02 -4.719890e-02
## [152,] 0.0034467129 -1.597363e-02 6.246240e-02
## [153,] 0.0796185433 -1.885404e-02 -9.681102e-02
## [154,] 0.0917543821 2.358556e-02 3.106481e-02
## [155,] -0.0109189941 5.400878e-03 3.459239e-02
## [156,] -0.1437277397 -3.593691e-05 -4.014135e-02
## [157,] -0.0640751675 -2.009852e-02 -2.004855e-03
## [158,] 0.0159930221 2.187340e-03 2.519008e-02
## [159,] -0.1374094860 5.538087e-03 4.297103e-02
## [160,] 0.5658504436 5.915166e-02 -2.207175e-01
## [161,] 0.1170761042 -1.999053e-02 1.228849e-02
## [162,] -0.0689849361 -1.523283e-03 -3.098156e-03
## [163,] -0.1452639192 -9.432451e-03 -1.155431e-02
## [164,] 0.0377439328 2.370261e-02 4.607611e-03
## [165,] -0.1145178532 -7.488957e-03 7.209781e-02
## [166,] 0.0394676133 -1.971937e-04 1.167279e-01
## [167,] -0.0667528184 3.782704e-02 1.922870e-02
## [168,] -0.0339363704 1.577971e-02 7.126920e-02
## [169,] 0.5137793697 4.548454e-02 -2.093933e-01
## [170,] 0.0497050507 -1.040782e-02 1.583007e-02
## [171,] -0.0342595692 -3.404033e-02 -1.481175e-02
## [172,] 0.0289131609 -8.968998e-03 -7.679544e-03
## [173,] 0.0962895670 -1.731544e-02 -5.932214e-03
## [174,] 0.0712525471 -1.052892e-02 1.633997e-02
## [175,] -0.2309044427 2.714137e-01 1.091758e-02
## [176,] 0.2138773049 4.022297e-01 6.341932e-02
## [177,] -0.0186699538 -3.543262e-02 -4.122803e-03
## [178,] -0.0221743403 -2.036905e-02 2.010221e-02
## [179,] 0.0701981613 4.656383e-03 -5.524287e-02
## [180,] -0.0410671554 -5.140990e-04 -2.123888e-02
## [181,] -0.0341085888 2.522032e-02 3.282972e-02
## [182,] 0.0185323459 -5.506328e-02 9.591064e-02
## [183,] 0.1030844350 -1.371618e-02 4.834073e-03
## [184,] 0.1631942390 -3.367279e-03 4.369854e-02
## [185,] -0.0552280097 -1.203437e-02 1.655048e-02
## [186,] -0.0888917054 -4.501978e-02 -4.753301e-02
## [187,] 0.0042515292 -2.337319e-02 1.207257e-02
## [188,] 0.0264541084 2.779997e-02 -3.144303e-02
## [189,] -0.0761957621 -1.537977e-02 -3.013768e-02
## [190,] -0.0334108057 -3.485277e-01 3.100934e-02
## [191,] -0.0065416191 8.597797e-03 -1.295501e-02
## [192,] 0.0860512777 -1.017350e-02 -2.111818e-02
## [193,] 0.0699896725 4.407978e-03 1.675571e-02
## [194,] -0.1083795460 -3.379615e-02 -7.754107e-02
## [195,] 0.1469359848 -1.629494e-02 1.010098e-01
## [196,] 0.0574824661 1.822789e-02 -8.236022e-03
## [197,] -0.0346637317 -2.960766e-03 -3.667223e-03
## [198,] -0.0922769413 -3.432071e-02 4.763535e-03
## [199,] -0.0346736869 -2.693953e-02 -2.854008e-02
## [200,] 0.1650538642 -3.192016e-02 1.731106e-01
## [201,] 0.2254386318 4.082704e-02 -1.474737e-01
## [202,] -0.0802177929 -7.885991e-03 -5.987466e-02
## [203,] 0.0615979169 -1.852537e-02 1.251801e-02
## [204,] -0.0624707864 -2.552794e-02 -2.000050e-02
## [205,] 0.0265943813 1.355427e-02 -6.858795e-03
## [206,] 0.1903911555 -8.634882e-03 1.420049e-01
## [207,] -0.0408409009 4.075116e-03 1.618140e-02
## [208,] 0.0777705096 7.453849e-03 -2.453921e-02
## [209,] 0.1075294288 4.120883e-02 3.755557e-02
## [210,] -0.0414664211 -4.055170e-02 -1.228705e-01
## [211,] 0.0600873401 1.500504e-02 -3.252274e-02
## [212,] 0.0363512005 -5.610933e-02 -5.279643e-03
## [213,] -0.0201765319 -1.185084e-02 1.222978e-02
## [214,] -0.1142354711 7.962667e-03 3.286359e-02
## [215,] 0.0285423879 -3.661361e-03 5.567105e-02
## [216,] -0.0959713414 6.570809e-03 -2.805431e-02
## [217,] -0.0547744895 -7.365806e-03 4.022156e-02
## [218,] 0.1580233768 -4.942695e-02 -1.284740e-02
## [219,] 0.0947857324 4.351108e-01 -2.639961e-02
## [220,] 0.0362978213 -7.689677e-02 1.115180e-01
## [221,] -0.0301890787 1.847556e-02 1.242824e-02
## [222,] -0.0267252416 3.081012e-03 -6.363038e-03
## [223,] -0.0208776276 1.927715e-01 -2.150262e-02
## [224,] -0.0008028662 -6.148576e-02 8.251673e-02
## [225,] 0.0914508715 1.621871e-03 -2.686514e-02
## [226,] -0.0635699773 -6.058572e-02 -8.573102e-02
## [227,] -0.1182047417 -6.792250e-02 -1.166143e-02
## [228,] 0.0148815024 -2.075177e-02 -1.111726e-02
## [229,] -0.0005053514 -1.378179e-02 -9.817306e-04
## [230,] -0.0568084114 -5.791449e-03 -7.922127e-03
## [231,] -0.0545690980 -7.826418e-03 -8.221551e-03
## [232,] 0.1018993417 9.298882e-03 7.350212e-02
## [233,] -0.0768362906 -2.345521e-02 3.462634e-02
## [234,] -0.0355983984 -1.935718e-02 9.775963e-02
## [235,] -0.0611088958 -5.562207e-03 -1.247398e-02
## [236,] 0.1027972525 -7.529947e-02 7.854813e-02
## [237,] -0.1465958467 -3.909525e-02 4.010946e-02
## [238,] 0.0715185067 1.091843e-02 -1.892232e-02
## [239,] 0.0089376347 1.902354e-03 4.864478e-02
## [240,] 0.0229532150 1.119054e-02 2.199785e-03
## [241,] 0.0580390772 3.062116e-02 5.486474e-03
## [242,] 0.0265627702 1.618490e-04 8.650843e-03
## [243,] -0.0672610474 -4.175466e-02 4.626176e-02
## [244,] 0.0732496746 -2.425439e-02 3.661070e-03
## [245,] -0.0434703998 -8.828912e-03 -2.530222e-02
## [246,] -0.0514946624 -1.737406e-02 4.220724e-02
## [247,] -0.2282667097 -2.430576e-02 5.326113e-02
## [248,] 0.0010192195 -2.659458e-02 -2.353749e-02
## [249,] -0.0113979660 -2.087223e-02 3.032023e-02
## [250,] -0.0372185835 -7.953341e-03 -2.519031e-02
## [251,] 0.0050624232 -1.970982e-02 -2.224412e-02
## [252,] -0.1199945541 -4.239429e-03 3.233985e-02
## [253,] 0.0647613066 1.906478e-02 3.308846e-02
## [254,] -0.1102508110 -3.787119e-02 6.253817e-03
## [255,] 0.0892489512 2.805305e-02 -3.801940e-02
## [256,] 0.1054954828 1.939859e-02 -1.487800e-02
## [257,] -0.0395882393 9.906301e-03 -1.917316e-02
## [258,] 0.1492244078 -6.314768e-03 5.244908e-02
## [259,] -0.0301410295 -2.314611e-02 -5.790227e-02
## [260,] 0.1533673008 1.777370e-02 -1.067846e-02
## [261,] -0.0441015983 -9.838420e-03 -4.176163e-02
## [262,] 0.4652652753 1.172574e-02 5.244618e-02
## [263,] 0.0138072948 1.380645e-02 -7.734237e-02
## [264,] -0.0948376393 -4.789012e-02 -3.688820e-02
## [265,] 0.0027437315 4.310326e-03 1.188276e-02
## [266,] 0.0773367054 -1.511588e-02 5.637738e-02
## [267,] -0.0003720198 -4.387083e-02 -3.506643e-02
## [268,] -0.0149762566 -3.605641e-02 -2.488469e-03
## [269,] -0.0808466679 -1.898415e-02 1.406667e-02
## [270,] 0.1217647594 3.499041e-02 -7.350339e-02
## [271,] 0.0655850951 3.122626e-03 2.788046e-02
## [272,] 0.1700645820 -5.829987e-02 -2.184315e-02
## [273,] -0.0712526467 2.728197e-02 -1.073676e-01
## [274,] 0.1869841910 -2.768499e-03 -1.430322e-02
## [275,] -0.2183653426 -2.770938e-02 -1.979588e-02
## [276,] -0.2404582433 -6.799763e-03 -6.303605e-02
## [277,] 0.0752570205 -3.367619e-03 -2.568437e-02
## [278,] -0.1164541604 -3.688887e-02 -1.032850e-01
## [279,] -0.1506504526 -3.798667e-02 4.841373e-02
## [280,] -0.1058366830 -2.860030e-02 3.013670e-02
## [281,] -0.2784917254 -3.308334e-03 -2.347688e-01
## [282,] -0.0818562614 -6.123075e-02 -2.836959e-02
## [283,] -0.0197554676 -9.517135e-02 3.594408e-02
## [284,] 0.1169611625 7.225882e-03 2.427506e-02
## [285,] -0.0755974636 -1.492462e-02 -3.172688e-03
## [286,] 0.1551596364 -4.095911e-02 -1.494953e-02
## [287,] -0.0089391783 -7.337928e-02 -3.863776e-02
## [288,] -0.0879258779 5.198798e-04 -6.842670e-02
## [289,] -0.1193462595 -2.473841e-02 2.442718e-02
## [290,] -0.0462627524 -4.241669e-03 -1.017599e-02
## [291,] -0.8996476546 -2.001986e-03 -8.843120e-02
## [292,] -0.0251220301 -1.609397e-02 4.988720e-02
## [293,] 0.4134676541 3.831232e-02 -1.064670e-01
## [294,] 0.0653152936 2.986832e-02 2.850053e-02
## [295,] -0.1245488460 8.177815e-03 -3.572667e-03
## [296,] 0.0322229114 -3.485662e-03 3.108087e-03
## [297,] -0.0066475295 8.075734e-03 -1.172144e-02
## [298,] -0.1759110914 -1.853927e-02 8.399004e-03
## [299,] 0.0540411238 1.691490e-02 -1.006930e-02
## [300,] 0.0296208916 -1.520591e-02 -1.015827e-03
## [301,] 0.3401876308 3.165036e-02 -8.318133e-02
## [302,] 0.0911094430 1.929945e-03 -2.196426e-02
## [303,] 0.1296586666 -1.374090e-02 2.883663e-02
## [304,] 0.0066992922 -8.874521e-03 -5.437922e-03
## [305,] -0.0824223855 4.647859e-03 -2.260851e-02
## [306,] -0.1690409966 -9.636714e-03 -4.083550e-02
## [307,] 0.0569977060 -5.902078e-03 5.345946e-03
## [308,] -0.0358379847 4.128579e-03 1.002576e-02
## [309,] 0.1092169110 5.275299e-02 -1.659126e-02
## [310,] -0.0241090042 3.859270e-02 -1.391864e-02
## [311,] 0.1529452116 4.206165e-02 2.801476e-02
## [312,] -0.0306764835 -1.097783e-02 4.745689e-02
## [313,] 0.0739379211 4.244368e-03 1.188954e-02
## [314,] 0.0596083665 7.170136e-03 -8.387800e-02
## [315,] 0.0643147057 1.649049e-02 1.920358e-02
## [316,] 0.0194297580 3.135980e-04 6.635500e-02
## [317,] 0.0920428327 -4.649800e-03 6.365656e-03
## [318,] 0.1453525419 -1.056328e-02 1.555416e-02
## [319,] 0.0673820683 2.631123e-03 7.562762e-03# scree plot
fviz_eig(pca_result,
addlabels = TRUE,
ncp = ncol(data_selected),
barfill = "skyblue",
barcolor = "darkblue",
linecolor = "red")
#Biplot
fviz_pca_biplot(pca_result,
geom.ind = "point",
#col.ind = status.ipm,
#palette = c("#FC4E07","#E7B800", "#00AFBB"),
addEllipses = TRUE,
#legend.title = "Kategori"
)
# correlation circle
contrib_circle <- fviz_pca_var(pca_result, col.var = "contrib",
gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"),
repel = TRUE) +
ggtitle("Kontribusi Variabel")
plot(contrib_circle)
contrib_v_PC1 <- fviz_contrib(pca_result, choice = "var", axes = 1, top = 5) + ggtitle("PC1")
plot(contrib_v_PC1)
contrib_v_PC2 <- fviz_contrib(pca_result, choice = "var", axes = 2, top = 5) + ggtitle("PC2")
plot(contrib_v_PC2)
contrib_v_PC3 <- fviz_contrib(pca_result, choice = "var", axes = 3, top = 5) + ggtitle("PC3")
plot(contrib_v_PC3)
contrib_v_PC4 <- fviz_contrib(pca_result, choice = "var", axes = 4, top = 5) + ggtitle("PC4")
plot(contrib_v_PC4)
contrib_v_PC5 <- fviz_contrib(pca_result, choice = "var", axes = 5, top = 5) + ggtitle("PC5")
plot(contrib_v_PC5)
contrib_v_PC6 <- fviz_contrib(pca_result, choice = "var", axes = 6, top = 5) + ggtitle("PC6")
plot(contrib_v_PC6)
contrib_v_PC7 <- fviz_contrib(pca_result, choice = "var", axes = 7, top = 5) + ggtitle("PC7")
plot(contrib_v_PC7)
#Factor Analysis
#Factor analysis
fa <- principal(scale_data, nfactors = 7, rotate = "none")
fa## Principal Components Analysis
## Call: principal(r = scale_data, nfactors = 7, rotate = "none")
## Standardized loadings (pattern matrix) based upon correlation matrix
## PC1 PC2 PC3 PC4 PC5 PC6 PC7 h2 u2 com
## X1 -0.01 0.33 0.75 0.21 -0.16 -0.11 0.01 0.75 0.246 1.7
## X2 0.69 -0.54 -0.13 -0.15 -0.01 0.11 0.03 0.82 0.181 2.2
## X3 0.87 0.45 -0.10 -0.10 -0.04 0.05 0.01 0.98 0.025 1.6
## X4 0.46 0.84 -0.03 0.00 -0.03 0.00 -0.02 0.92 0.084 1.6
## X5 0.94 -0.13 -0.04 -0.08 -0.07 0.00 0.00 0.90 0.095 1.1
## X6 0.92 0.01 -0.03 -0.05 -0.12 -0.11 -0.04 0.88 0.119 1.1
## X7 0.88 -0.24 -0.12 -0.10 -0.02 0.06 0.03 0.86 0.142 1.2
## X9 -0.09 0.96 -0.06 0.01 0.02 0.01 -0.02 0.94 0.060 1.0
## X10 0.09 -0.96 0.06 -0.02 -0.03 -0.01 0.02 0.94 0.058 1.0
## X11 0.03 -0.72 0.27 0.01 0.02 0.15 0.08 0.63 0.373 1.4
## X12 0.67 0.54 0.33 0.08 -0.12 -0.11 -0.01 0.88 0.121 2.6
## X13 0.86 -0.15 -0.04 -0.12 -0.06 -0.04 0.02 0.79 0.212 1.1
## X14 0.94 -0.17 -0.06 -0.09 -0.05 0.05 0.03 0.94 0.062 1.1
## X15 0.03 0.21 0.00 0.09 0.22 -0.22 0.75 0.71 0.293 1.6
## X16 0.32 0.90 -0.10 -0.04 -0.01 0.03 -0.01 0.93 0.066 1.3
## X17 0.63 0.72 -0.06 -0.06 -0.05 0.01 0.00 0.92 0.079 2.0
## X18 0.88 -0.15 -0.03 -0.07 -0.02 0.08 0.02 0.80 0.197 1.1
## X19 0.19 0.10 0.34 0.05 0.61 -0.20 -0.06 0.59 0.415 2.2
## X22 -0.42 0.18 0.00 0.06 -0.35 0.03 0.22 0.39 0.610 3.0
## X23 0.42 -0.01 0.17 0.07 0.58 -0.06 -0.10 0.56 0.441 2.2
## X24 0.28 -0.14 -0.27 0.85 -0.12 -0.01 0.01 0.90 0.097 1.5
## X25 0.38 -0.13 -0.24 0.83 -0.08 0.06 0.02 0.92 0.077 1.7
## X26 0.06 0.16 0.15 0.31 0.37 0.29 -0.37 0.51 0.493 4.6
## X27 0.48 -0.42 0.51 0.02 -0.11 0.09 0.11 0.70 0.303 3.2
## X28 -0.07 -0.12 -0.82 -0.12 0.21 -0.17 -0.11 0.79 0.206 1.4
## X29 -0.05 0.20 0.05 -0.08 -0.08 0.76 0.00 0.63 0.369 1.2
## X30 0.61 -0.40 0.06 0.05 0.12 -0.13 0.02 0.57 0.434 2.0
## X31 0.00 -0.15 0.15 -0.02 -0.42 -0.45 -0.45 0.62 0.379 3.4
##
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## SS loadings 8.54 6.00 2.08 1.68 1.36 1.10 1.00
## Proportion Var 0.31 0.21 0.07 0.06 0.05 0.04 0.04
## Cumulative Var 0.31 0.52 0.59 0.65 0.70 0.74 0.78
## Proportion Explained 0.39 0.28 0.10 0.08 0.06 0.05 0.05
## Cumulative Proportion 0.39 0.67 0.76 0.84 0.90 0.95 1.00
##
## Mean item complexity = 1.8
## Test of the hypothesis that 7 components are sufficient.
##
## The root mean square of the residuals (RMSR) is 0.03
## with the empirical chi square 255.28 with prob < 0.0075
##
## Fit based upon off diagonal values = 0.99# Factor Analysis with rotation varimax
fa_1 <- principal(scale_data,
nfactors = 7,
rotate = "varimax")
print(fa_1$loadings, cutoff = 0, sort = TRUE)##
## Loadings:
## RC1 RC2 RC3 RC4 RC5 RC6 RC7
## X2 0.813 -0.358 -0.153 0.037 0.025 0.059 -0.032
## X3 0.753 0.626 0.033 0.047 0.081 0.074 0.035
## X5 0.938 0.086 0.030 0.099 0.075 -0.029 -0.020
## X6 0.888 0.230 0.072 0.108 0.056 -0.134 -0.046
## X7 0.915 -0.031 -0.069 0.093 0.069 0.027 0.007
## X13 0.880 0.052 0.017 0.045 0.065 -0.068 -0.001
## X14 0.960 0.044 0.009 0.094 0.076 0.017 0.007
## X18 0.883 0.034 0.029 0.095 0.100 0.055 -0.001
## X27 0.531 -0.390 0.505 0.014 0.081 0.028 0.019
## X30 0.632 -0.259 0.031 0.137 0.230 -0.155 0.052
## X4 0.260 0.906 0.127 0.022 0.075 0.060 0.050
## X9 -0.292 0.914 0.054 -0.050 0.014 0.096 0.066
## X10 0.298 -0.912 -0.054 0.049 -0.025 -0.102 -0.061
## X11 0.176 -0.747 0.164 0.000 0.047 0.092 -0.001
## X12 0.494 0.617 0.473 0.073 0.133 -0.093 0.016
## X16 0.122 0.948 0.051 -0.018 0.039 0.105 0.063
## X17 0.458 0.832 0.090 0.011 0.060 0.067 0.046
## X1 -0.151 0.206 0.816 0.006 0.100 -0.112 -0.009
## X28 -0.007 0.009 -0.876 0.059 -0.026 -0.150 -0.009
## X24 0.155 -0.032 -0.035 0.934 -0.017 -0.066 0.021
## X25 0.251 -0.017 -0.013 0.926 0.037 0.012 0.023
## X19 0.053 0.066 0.158 -0.090 0.712 -0.126 0.150
## X23 0.306 0.037 0.026 0.026 0.676 -0.011 0.081
## X26 -0.100 0.129 0.084 0.231 0.516 0.288 -0.266
## X29 -0.040 0.118 0.102 -0.065 -0.121 0.754 -0.134
## X31 0.031 -0.075 0.172 -0.020 -0.177 -0.557 -0.492
## X15 -0.032 0.145 0.056 0.037 0.015 -0.089 0.820
## X22 -0.402 0.085 0.127 0.014 -0.438 0.031 0.111
##
## RC1 RC2 RC3 RC4 RC5 RC6 RC7
## SS loadings 8.010 5.939 2.102 1.885 1.612 1.143 1.071
## Proportion Var 0.286 0.212 0.075 0.067 0.058 0.041 0.038
## Cumulative Var 0.286 0.498 0.573 0.641 0.698 0.739 0.777# scores FA
scores_FA = scale_data %*% solve(cor(scale_data)) %*% as.matrix(fa$loadings)
scores_FA## PC1 PC2 PC3 PC4 PC5
## [1,] 1.296914422 -1.119446258 -0.175496501 -0.749934148 -0.410136947
## [2,] 0.667983992 0.407490153 -0.125629183 -0.998085390 -0.852560076
## [3,] 1.008745718 -0.036613442 1.920282640 -0.371531465 -1.529775043
## [4,] -0.282550233 -1.349724793 0.258387655 -0.638142778 -1.718698324
## [5,] 1.235211557 -1.041563953 -0.462046429 0.044326675 0.341930162
## [6,] -0.997248268 -1.590267009 4.574414254 0.617199233 -2.458068031
## [7,] -0.244620441 -1.952703370 -0.667358160 -0.875639150 0.114602986
## [8,] 2.394117051 0.619258978 0.880919383 -0.443245194 0.532399123
## [9,] 1.765604307 -1.107348975 -0.895285720 2.100207317 1.767992663
## [10,] -0.199617003 -1.145890795 -0.315903715 -0.003246369 0.444151274
## [11,] 1.319517324 0.220608317 -1.456943363 -0.517684864 -0.254238321
## [12,] 0.220526868 -1.211225490 -0.148734617 -0.051939386 0.618374382
## [13,] 0.309349635 -1.790664462 -0.784042003 -0.655243975 0.205175502
## [14,] 0.001879174 -2.295904787 0.907293617 -0.193208905 0.150109172
## [15,] -0.219279029 -1.177941566 0.897751839 -0.156846922 -0.296714405
## [16,] 0.574792257 -0.059231724 0.484075012 -0.727782611 -2.049554860
## [17,] 1.170818592 -0.817922914 0.502636975 -0.925743140 -0.883046317
## [18,] 1.381823306 -0.065157227 -0.640234840 -1.145235845 -1.148065497
## [19,] 1.446291654 -0.364479197 0.631511347 -0.333559113 -0.306790308
## [20,] 0.028867570 -1.904739622 -0.073186227 -0.800077730 -0.490939936
## [21,] 2.322905520 0.726374618 1.112039889 -0.052102151 5.350430173
## [22,] -0.005140317 -0.754509682 0.332981454 -0.331400845 -0.449920609
## [23,] 0.825052031 -0.613136121 0.548121170 -0.488063896 -0.601549501
## [24,] 3.333713702 3.016208648 -0.341547378 -0.306233167 -1.975458180
## [25,] 1.674660093 -0.371097455 -0.568392586 0.450525696 -0.238994005
## [26,] 0.918548742 -0.163469521 1.319900617 -0.031407484 -0.873158568
## [27,] 1.047789097 0.427715858 -0.001938533 -0.668179459 -0.195856984
## [28,] 1.807815004 -1.251713718 0.786015335 1.055168494 -0.606731536
## [29,] 0.945892035 0.181996641 2.386030587 0.065637626 -0.853288793
## [30,] 0.580337247 -0.645939990 0.558725115 -0.678926240 -1.096201045
## [31,] 1.278102140 -0.480855162 0.219929868 -0.705939285 -0.336838311
## [32,] 0.625424338 0.002430206 0.540326108 -0.157416422 -0.566199409
## [33,] 1.291984285 -0.196315602 -0.421075559 0.124832131 -0.411743877
## [34,] 0.717048208 -0.633195568 0.462014585 -0.086062482 -0.985434746
## [35,] 0.279195129 -0.698474151 0.409250323 0.217066166 -0.428541967
## [36,] -0.339616132 -1.110522978 0.697687842 -0.281208371 -0.151097374
## [37,] 1.927379977 -0.063825887 1.087888395 -0.261563726 0.095786210
## [38,] -0.142048081 -1.493173456 -0.448637711 -0.713231565 -0.137414054
## [39,] -0.052205293 -1.545164408 0.334642262 0.154639935 0.004395783
## [40,] -0.484092901 -0.426783553 2.879739162 0.416388506 -1.362336250
## [41,] 0.369740258 -0.701068165 1.893400502 -0.054325383 5.433812425
## [42,] 0.718165025 -1.498133557 1.656826603 -0.220473727 -1.365095829
## [43,] 0.502534802 -0.311268050 -0.065725902 0.181853710 -0.126385375
## [44,] 0.362423587 -0.977282221 0.870650943 0.147593743 -0.450237355
## [45,] 1.165944186 -0.729040140 -1.877090951 3.963742804 -1.343469802
## [46,] 0.380720533 -1.396345778 -1.590718520 0.073070103 -0.384809455
## [47,] 0.495801156 -1.469777310 -1.175890330 0.181203833 0.435390902
## [48,] 0.205877247 -0.761086932 1.987344121 1.609349851 -0.649593585
## [49,] -0.062617242 -0.496857203 0.543557875 0.408715096 0.407218316
## [50,] 1.660069421 -1.350777728 -0.332353789 0.583819835 0.977748326
## [51,] 0.862200939 -0.598780285 -0.167599263 0.375317934 2.428290500
## [52,] -0.238774418 -1.553002851 -0.806847373 -0.753485053 -0.534550621
## [53,] -0.584494072 0.206044731 -0.434549446 -0.337857723 0.016752333
## [54,] 1.190720387 -0.319123339 -0.669899112 1.548791071 -0.937205918
## [55,] 0.046030181 1.097454644 0.679756921 -0.094599505 -0.890734029
## [56,] -0.831978748 0.278790358 -0.096535968 -0.063326068 -0.562142076
## [57,] -1.466287858 -0.734673828 -0.073051417 -0.304151693 0.140551408
## [58,] 0.701294528 -1.173040314 -2.039860274 7.178413816 -1.966251727
## [59,] 1.826732791 -0.186848615 -0.556211951 1.188790460 -0.752843813
## [60,] 0.503835099 -0.889851761 -0.555967296 -0.851229433 0.193937373
## [61,] 0.831668903 -0.928403119 -0.604416741 -0.285647791 0.120224636
## [62,] 0.280905481 -1.090050495 -0.015650488 -0.408184432 0.129852749
## [63,] 0.662890939 -0.157371282 0.565356862 -0.012652196 -0.343433913
## [64,] -0.244128464 -0.741648304 1.013773988 -0.069060671 -0.685489406
## [65,] 1.130258066 -0.267419637 -0.332965188 -0.123840271 0.108659794
## [66,] 2.041404607 0.709127245 0.670656374 -0.790160155 -0.311323805
## [67,] 1.383766179 1.178828472 -1.659385129 0.530619685 0.665040073
## [68,] 1.348021988 0.048581930 -0.310259931 0.776195027 0.026175885
## [69,] 0.708461351 -0.719299464 -0.200268402 0.149659338 -0.738870341
## [70,] 0.269493072 -0.636236009 1.035756904 0.674859954 0.404480796
## [71,] 1.547548614 0.277551291 -2.129569636 -0.756263619 0.381141119
## [72,] 0.312001824 -1.416311477 0.334126319 0.069301598 1.214331504
## [73,] 0.185770413 -1.221017294 1.377684924 -0.225823157 -0.825313119
## [74,] 0.589904929 -1.113093092 0.226860525 -0.664856085 -0.423031418
## [75,] -0.079229449 -0.667588115 -0.057992543 0.179000430 0.092698716
## [76,] 0.352197850 -1.142821066 -0.797184177 -0.779006241 -0.147916752
## [77,] -0.516868087 -2.116756998 -1.287344769 -1.183807325 -0.702563601
## [78,] 1.109809480 -0.083075274 -1.073867121 -0.876976106 0.616186680
## [79,] -0.738910583 -1.798988617 -1.042521805 -0.628430081 0.636171931
## [80,] 1.152494748 -0.430956469 0.358880101 0.393600145 0.783572936
## [81,] 0.947496791 -0.758617829 -1.017404033 0.244298650 0.131118242
## [82,] 1.304170781 -0.047014112 1.592931636 -0.264215818 1.000111523
## [83,] -0.317614710 -0.766422014 -0.732651548 -0.412501268 0.834351599
## [84,] 0.090658961 2.599937983 -0.254103593 -0.022597744 0.397929399
## [85,] 0.739385327 -0.751690811 2.107744988 -0.142007892 -0.635993989
## [86,] 1.606087971 -0.657507739 0.680924786 -1.055779565 -1.173322035
## [87,] 0.274063410 -0.552861948 1.118178630 -0.366179949 -1.552913403
## [88,] 0.406387233 0.192091234 0.181977276 0.162315676 -0.847825011
## [89,] -0.661343490 -0.248236729 -0.652936381 -0.841451634 -0.540579639
## [90,] -1.064960814 1.026292299 0.593344607 0.810933363 0.297715522
## [91,] 0.678596768 1.979472196 1.620323512 -0.182410496 0.388023789
## [92,] -0.278268265 0.392710762 -0.319321813 -0.303892959 0.448336080
## [93,] -1.358719259 -0.682397502 -0.797097826 0.030682792 0.349919405
## [94,] -0.872603378 0.314969790 1.001962055 0.447445964 0.078586579
## [95,] -0.209575466 1.755951313 -0.748472029 -0.140524854 -0.370378598
## [96,] 0.653025269 1.719008806 -1.552058153 -0.888396060 0.964270570
## [97,] -0.458467256 1.055513300 2.113513044 0.513476572 2.070952928
## [98,] -1.702794915 -1.299802813 -1.127556813 -0.309844191 0.300234860
## [99,] -0.758521575 -0.305423932 -0.629985226 -0.349225719 -0.130082900
## [100,] -1.705956844 -0.995527446 -0.712746079 -0.452884782 -0.596083467
## [101,] 1.077350866 -0.542153100 -0.197336419 0.236399185 0.022697550
## [102,] 1.214512287 0.086456986 0.170729687 0.313812926 -0.201153136
## [103,] 0.709237561 -0.723617075 1.214826154 -0.844421987 -0.783952016
## [104,] -0.452271757 -1.411228603 -1.163777194 -0.280947273 0.748987493
## [105,] -0.867908873 0.124924833 0.163472481 0.499053192 -0.055937095
## [106,] -0.208284590 -1.482819833 -0.808499228 -0.892937852 0.508993308
## [107,] 0.241075576 -0.764897501 -0.461981158 0.561634556 0.412960296
## [108,] 2.277846471 0.277852841 0.264032045 -0.181908407 0.076702937
## [109,] -1.163227828 -1.157469698 -0.492277598 0.704980408 0.082034527
## [110,] -1.913633420 -0.814051866 -1.085864876 0.080202391 0.594489227
## [111,] -1.368847451 -0.039768689 -0.796013129 -0.026993583 0.249936264
## [112,] -1.414153432 0.161114030 -0.228130514 0.721565956 0.813080975
## [113,] -1.843132179 -1.200421397 -0.366748495 -0.242664908 -0.302027251
## [114,] -1.166686786 -0.923409527 0.502856755 0.172764229 -1.048803693
## [115,] -1.313389635 -0.303794472 -1.285060865 -0.394579202 -0.586265774
## [116,] -1.044543113 1.101992112 0.027037454 -0.028892806 0.067654722
## [117,] -1.365289896 -0.113504173 0.854134480 1.002652180 2.444606949
## [118,] -0.502090644 0.859111802 1.668212706 0.100834116 -0.057501567
## [119,] -0.815787113 -0.054820689 -0.853442254 -0.520310424 0.198303617
## [120,] -0.839151918 1.609444797 0.072944580 0.220000366 0.434332585
## [121,] -0.639811342 0.856681482 0.026893131 0.405168822 0.981333600
## [122,] -0.907154574 0.978810946 1.243439043 0.891285165 0.664025665
## [123,] -0.226346911 0.247097782 -0.889678649 0.573085825 -0.608393631
## [124,] -0.250019603 1.001727122 1.225317110 0.021833282 -0.272111312
## [125,] -0.432913230 -0.801528653 -0.874282844 -1.106191617 0.082185720
## [126,] -1.129864040 0.100090073 1.556359409 1.015491393 -0.030828021
## [127,] -1.233847586 -0.003968117 -0.014001124 0.154407259 -0.434424600
## [128,] -0.693640531 -0.486823855 -0.558059418 -0.683734621 -1.373940853
## [129,] -1.041014958 0.544027190 0.672193002 0.458131716 -0.763013514
## [130,] -0.816148005 0.353576273 -0.115930242 -0.110736208 -0.777289513
## [131,] -1.429763647 -1.153541005 -1.046294664 0.048050281 -0.054052875
## [132,] -0.416257739 1.239671743 0.425691895 0.845079150 0.503666228
## [133,] -1.309249788 -0.467047811 -0.140714501 0.420906176 -0.468854915
## [134,] -0.854850407 0.825098849 -0.383236042 -0.137476944 -0.817339915
## [135,] 0.764231963 1.429447020 -0.616685864 -0.310351864 -0.888013193
## [136,] -2.108280395 -0.791294345 -0.365330024 -0.075185391 -0.723609359
## [137,] -0.407476248 1.414233269 -0.917746101 0.551112987 0.298949308
## [138,] -0.893814846 0.102996925 0.060689612 -0.346939649 -1.091737159
## [139,] -0.625948566 1.123833623 -0.607172263 0.153868029 0.357325555
## [140,] -0.528823000 1.022567824 -0.050855567 0.887494716 1.304312598
## [141,] 0.644255662 1.756534340 -0.571961611 -0.266146897 -0.422966147
## [142,] -0.435800601 1.532779335 -0.065347329 -0.055096602 0.264101988
## [143,] -1.055239142 -0.381541885 -0.964613242 -0.501847913 -0.377842586
## [144,] 0.616135432 1.107792653 -0.866487678 -0.685618092 -1.524291871
## [145,] -0.833150545 0.887846322 0.180197510 0.564685531 0.081201246
## [146,] -0.350164789 -0.103658427 -1.018523470 -0.514274793 -0.662601175
## [147,] -1.846732081 -1.322756848 -1.184037543 -0.338467543 -0.319237764
## [148,] -1.319972772 0.566041375 1.186233765 0.500365380 -0.455958960
## [149,] -1.107119920 0.534324943 -0.348804313 0.121942928 -0.274349189
## [150,] -0.494523422 1.198367023 0.409334515 0.962778925 1.061086485
## [151,] -0.351149960 1.973441690 -0.394376088 0.611641807 -1.150152402
## [152,] 0.619241313 1.476112874 -0.449346774 0.533932201 -0.329294148
## [153,] -0.578836453 1.371177570 -0.547770524 0.177520124 0.112555129
## [154,] -0.893165528 0.536517621 -1.094871949 -0.792700429 -0.228245890
## [155,] -1.222733002 -0.063471765 -0.433605623 -0.523472386 -0.541327190
## [156,] 0.323362109 -1.198228853 -2.037347299 1.248337675 -0.601971547
## [157,] -1.020599459 -0.244354888 0.323486930 0.924814635 1.173106186
## [158,] -0.688444519 -1.227783608 0.366934924 -0.515916782 0.002691296
## [159,] 2.032235061 0.326787965 0.717077191 -0.239552879 0.926541137
## [160,] 0.015337174 -0.775368955 1.345897610 1.589818995 0.548903023
## [161,] 0.548148875 -0.480529248 0.589912546 -0.177953989 -0.097934669
## [162,] -0.235359925 -0.756107774 0.952749792 -0.231880399 0.309248864
## [163,] -0.150861793 1.086364485 0.528256429 -0.039322075 0.978633819
## [164,] -1.149201980 -0.211088452 -0.729639705 -0.290741300 -0.024757757
## [165,] -1.648618579 -1.373698353 -0.573951811 -0.271016841 0.163313900
## [166,] 1.590865083 0.583899443 -0.630241638 -0.922188216 -0.638217664
## [167,] -1.454448861 0.113320656 0.741835480 0.766126480 -1.009124329
## [168,] 0.301239846 1.036937358 -1.040054634 -0.182241288 -1.075119619
## [169,] -0.837303302 0.661103572 0.153413603 0.069434580 -0.586198589
## [170,] -0.698897609 0.025753500 -0.374594740 -0.351447532 0.393411342
## [171,] 0.228141052 -0.606418940 0.138860626 -0.683947417 0.689561505
## [172,] -0.841803772 0.510900242 -0.240714297 0.334522384 0.846268753
## [173,] 0.006512009 -0.367909738 0.100286992 -0.043982613 -0.149036791
## [174,] -0.905001089 0.498445322 0.052808369 0.026728114 0.379856853
## [175,] 0.086157595 -0.900963663 -0.605833468 -0.409129060 -0.333356045
## [176,] 1.303133392 0.435939544 -0.034964619 -0.252125717 -0.052074330
## [177,] 0.409146150 -0.988008399 0.779311172 0.732438865 0.519672792
## [178,] -0.484779192 -1.148320852 -1.106665110 -0.315155179 0.462706649
## [179,] 0.529549434 -0.993823119 -1.579575209 -0.302787058 0.181658520
## [180,] -0.648710091 -0.353661520 -0.294924077 -0.511449250 0.194723627
## [181,] 1.414797557 -0.193253004 -1.534392722 -1.678388502 -0.423526693
## [182,] -1.291409243 -0.328472185 -1.467186888 -0.613891392 0.622720100
## [183,] 0.590131747 0.126832663 0.717585680 1.476658896 -0.328286624
## [184,] 0.991298304 -0.845603380 -0.081158537 -0.970567716 -0.309993527
## [185,] -0.688748024 0.794862706 2.395641755 0.565078158 -0.912921456
## [186,] -0.490277830 -1.787911604 -0.726480992 -0.223638128 -0.216473122
## [187,] 0.811223447 -0.336490358 0.429262593 0.386537029 0.198880391
## [188,] -0.962208678 0.942164566 -0.776149374 -0.579158858 0.498028587
## [189,] -0.709384290 0.935437363 0.083973041 0.083575294 0.586362214
## [190,] 1.282502857 0.036046626 0.120118325 -0.623742070 0.445346106
## [191,] -0.613485508 0.700799241 -0.450905851 -0.287076548 -0.275551086
## [192,] -0.138899630 0.989255557 -1.576798099 -0.745125779 0.731267589
## [193,] 0.946163091 -0.311117498 0.437270879 -0.849939539 -0.404302085
## [194,] -0.422818428 1.523665405 0.577771797 0.338107312 1.530221897
## [195,] 2.035645059 0.906986540 1.266529281 -0.388574032 -1.224431914
## [196,] -0.985565241 -0.030060485 -0.828535543 -0.252814911 -0.513854431
## [197,] -0.221998107 1.270915714 -0.235348121 -0.552859751 -0.820370914
## [198,] -0.151993199 -1.177610563 -1.167692843 2.330728693 0.706519475
## [199,] 0.099363834 -1.245289982 -0.049214974 -0.552162897 0.429027422
## [200,] 2.284355216 0.907662494 -0.904682805 -0.589100575 0.774885534
## [201,] 1.633812686 1.757742869 0.967493964 1.376409619 0.341196370
## [202,] 0.842983853 -0.995728217 -0.614728093 -0.849356205 0.411410006
## [203,] -1.297874061 0.183995664 -0.728702203 -0.506721783 0.592967533
## [204,] -0.710033966 0.985877047 0.101807300 1.077730995 0.487559020
## [205,] 1.381144909 0.292094212 -0.688802581 -0.598851021 -0.277385704
## [206,] -0.991265524 0.983895720 0.022072576 0.193077942 0.462435628
## [207,] -0.122240978 0.149873639 -0.133423680 -0.412120338 -0.047498943
## [208,] -0.941946967 0.404271008 -1.123264114 -0.924999918 0.124274360
## [209,] 1.023909163 -0.266375775 -1.712130271 -0.663925578 -0.155734076
## [210,] 0.202427090 2.616431503 0.351619935 -0.130745766 0.284617531
## [211,] -0.940793637 0.654366255 -1.345184639 -0.336809472 0.157989426
## [212,] 0.886437981 0.007134739 0.647280301 -0.412958963 -0.704016568
## [213,] -1.271636901 0.487272425 0.331163737 0.337788682 -0.141550952
## [214,] -1.354610258 -0.225922789 0.812178892 0.236136215 0.011619568
## [215,] 0.642684401 -0.910296988 0.178642747 -0.897330705 0.263879285
## [216,] 0.098620066 -1.133424899 -1.019379620 -0.592234884 -0.153232939
## [217,] 0.198641561 0.995278848 -0.801965077 -0.162800885 0.258826541
## [218,] 0.887201385 0.107486981 -0.099733034 1.666657164 1.313832653
## [219,] 0.496676576 -0.708394877 0.176900214 -0.628235376 -0.487145538
## [220,] 1.623527428 0.582314649 -0.634767499 -0.509381414 -0.609651737
## [221,] 0.869053193 -0.207498220 -1.368739868 -0.169015646 -1.460191265
## [222,] -0.998124809 0.769803268 0.835825743 0.189149411 -0.181848232
## [223,] 0.056536583 1.645905027 -1.154993691 -0.375786068 0.227450299
## [224,] 1.641256410 0.050841377 -1.296307935 0.755723627 -0.249326027
## [225,] -1.011592819 -0.037361450 -0.667090659 -0.748356050 -0.413719411
## [226,] 0.253217914 -2.125086761 0.050773846 -0.587375636 0.574199680
## [227,] 0.925882153 -0.105050440 0.332946835 -0.403717534 -0.028173158
## [228,] -0.234011321 0.819300161 -0.766702697 -0.455845360 0.584524578
## [229,] -0.489548125 0.522339215 -0.652005448 0.134631548 1.197304267
## [230,] -0.491984413 0.663949614 -0.708342522 -0.541394617 0.183267232
## [231,] -0.359128114 -0.762394874 0.493085739 -0.299259541 0.477167835
## [232,] -0.748076086 0.739043240 0.214869170 -0.632166463 -0.158569537
## [233,] -1.142749573 0.613031822 0.828675856 0.414001541 0.176279149
## [234,] -1.837153797 0.019639399 0.483619171 0.464853178 0.285847184
## [235,] -0.129503149 -0.894154764 1.330272461 0.034597425 -0.592227104
## [236,] -1.563207890 -0.929967328 -1.408058002 -0.689693767 0.190443354
## [237,] -1.123349619 -1.204483837 2.010533266 0.538881987 0.027234912
## [238,] 0.379303373 -0.423435129 -1.037984194 -0.546980004 0.096195895
## [239,] 0.302585420 0.732176489 -0.610048078 -0.547119638 -0.295516834
## [240,] -0.972604715 1.015822906 0.396806365 1.831904522 4.106413351
## [241,] -0.818454737 0.259398552 -1.602375778 -0.890037888 -0.543914145
## [242,] -1.026313139 0.247155825 0.403535900 0.002630300 0.430962809
## [243,] 0.517528808 -0.244817330 1.944762038 -0.174435105 5.435047494
## [244,] 0.910630409 -0.004533152 -0.377365059 0.486509426 0.298229157
## [245,] -0.458903958 1.060352308 -0.463885125 0.130254331 0.615444977
## [246,] -1.648427494 0.328714339 0.525720368 0.697169808 0.507626271
## [247,] 0.977768565 3.187861604 -1.160237929 -1.129663667 -0.668584627
## [248,] -0.292192484 1.432495953 -0.117662300 0.045090948 0.026285414
## [249,] -0.737361528 0.221992332 1.129220790 0.310333900 0.697770141
## [250,] -1.041080596 0.782932684 0.311736374 0.453969829 0.501015591
## [251,] -0.019996438 -0.437586700 0.556880834 -0.004285572 3.139499767
## [252,] -1.043129619 -0.661108324 1.091214868 0.129448800 -0.814607678
## [253,] -1.141363434 -0.123603711 0.403367025 -0.233859550 -0.529955468
## [254,] -0.252744705 -1.328329363 0.834240125 -0.138265869 0.101671461
## [255,] -1.258196340 1.579450152 0.249615721 0.414688359 -0.400410163
## [256,] 0.897673573 0.204838468 0.504813081 -0.678364599 -0.583258347
## [257,] 0.769773880 -0.196582440 -0.114296952 -0.527989388 -0.643258392
## [258,] -1.097415896 0.117236587 1.324031149 0.574011440 -0.208761290
## [259,] 0.378681835 2.497265224 -0.706158876 -0.285891595 -0.475078667
## [260,] 0.991078950 -1.468552184 -0.057666162 -1.039848450 0.108605399
## [261,] -0.533210615 1.252746755 -0.503001391 -0.297580531 0.560860913
## [262,] -2.402270786 -0.235734863 -0.996043497 0.324948672 0.491995741
## [263,] -0.492560502 1.825117095 0.249016556 0.936087717 -0.276571017
## [264,] 0.593968762 0.156271270 1.343080867 -0.021600428 -1.027861957
## [265,] 0.416187978 -0.937458855 0.303590243 -0.634800681 -0.402147177
## [266,] 0.135884898 0.959963948 -1.185642298 -0.608216615 0.800761964
## [267,] 0.906596551 0.292090590 -0.860286479 0.728500672 0.112688979
## [268,] 0.375112765 -0.586182389 -0.916065314 -0.253669220 0.087064795
## [269,] -0.280822358 1.987959628 -1.476451519 -1.110285017 -1.037464950
## [270,] -1.618689240 -0.625375209 -0.799301613 -0.827741942 -0.125924845
## [271,] -0.141259206 -0.385721465 0.178491643 -0.187369748 -0.291518619
## [272,] 1.076054456 -0.210949144 0.703046873 -0.130928496 0.500787514
## [273,] -0.695823637 2.212674618 2.497756928 -0.132615967 -2.686366038
## [274,] -0.680070062 0.965281013 -0.387060363 0.174770721 0.335857737
## [275,] 0.112777884 -1.411853534 -0.193850438 -0.442790220 0.130691176
## [276,] -0.870284045 0.774681325 -0.683216631 0.192532804 0.518253946
## [277,] -0.613702589 0.862302950 0.406441409 0.518021493 0.152361463
## [278,] -0.610403129 -1.293170144 2.775670745 -0.168428246 -1.035902083
## [279,] 1.817620991 -0.869665377 -3.201147013 11.390097363 -0.772412959
## [280,] -0.071385933 0.764359039 -1.408192386 -1.092185662 1.088768234
## [281,] 0.286112087 3.453205295 -0.488705383 -0.522089764 -0.950165971
## [282,] 0.399483485 -0.432416545 0.334569019 0.371340812 0.268396471
## [283,] -0.006217834 1.156435152 0.528893656 0.703557438 1.702409244
## [284,] -0.207776904 0.315377707 -1.001225019 -0.814075649 0.115230376
## [285,] -0.368730288 0.695566586 1.244479070 -0.109715603 -0.290146567
## [286,] 0.807375660 -0.565684184 0.200197980 0.028153451 1.378244904
## [287,] -0.513932521 1.124437624 -0.368906247 -0.082510986 0.542962537
## [288,] 0.891003758 -0.948285819 -1.880823261 -1.130301822 0.720012966
## [289,] -0.171035518 1.727279047 -0.041847005 -0.235594211 0.075728862
## [290,] -0.316687121 0.375555492 -0.912325958 -0.634563204 0.704864014
## [291,] 1.520616697 1.011031528 -0.128964549 -0.921943089 -0.848609616
## [292,] -1.334786098 0.486085807 1.154481632 0.741786646 -0.477801595
## [293,] -1.438034939 0.694774043 0.573304174 0.091491863 -1.011278935
## [294,] 2.157593714 1.935226231 -0.333360669 -0.730438464 -0.827892488
## [295,] 0.135245187 -1.004980526 1.191340929 -0.081375051 1.080387934
## [296,] -0.397015614 0.116928154 0.113916834 -0.394549850 1.192496981
## [297,] -0.618334158 0.688958745 -0.414164145 -0.291166729 -0.428221325
## [298,] 0.069046980 1.526976199 -0.258448568 -0.138952222 -0.359547489
## [299,] 0.007436525 0.655013252 -1.013852976 -0.396753354 -0.430821501
## [300,] 0.349953479 -0.621257031 2.155067318 -0.017262223 -1.143475199
## [301,] -1.611420481 0.427662589 1.563441756 0.581584188 0.325625906
## [302,] -0.875697227 0.571844049 -1.287440408 -0.492664411 0.404027012
## [303,] -1.584180467 0.612487520 0.121910256 0.319521323 -0.498923728
## [304,] 0.347580794 1.587798583 0.095724654 0.514407466 0.498066210
## [305,] 0.071804268 -1.071219533 1.338761609 -0.475271414 -1.049285357
## [306,] -0.618667992 1.146897009 2.278632430 0.822861867 -0.390578620
## [307,] -0.317533199 0.375260303 0.741597604 -0.193703240 1.067089797
## [308,] -0.443878105 0.312335660 -0.038797630 -0.505692630 0.473107465
## [309,] 0.968074374 0.343530444 2.092712304 0.162215944 -1.262350648
## [310,] 1.643539099 0.275866101 -0.263109550 -0.167599819 -0.796067435
## [311,] 1.170408201 -0.328100123 1.047416393 -0.671297706 2.358862997
## [312,] -1.147200014 -0.206086270 -0.656670203 -0.049378999 0.388523777
## [313,] 0.958265800 -0.424224236 2.741748614 0.649074674 3.391652415
## [314,] -0.893407064 1.228614007 -0.060932896 0.366359394 -0.313453679
## [315,] 0.907378529 -0.372380176 0.190284633 0.388921342 -0.071846996
## [316,] -1.803499608 -0.658735303 -1.527892578 -0.151311692 0.004609090
## [317,] 1.248801718 0.296607991 1.085224892 -0.001561455 -0.076632669
## [318,] 1.086316993 -0.890008153 -0.032354613 0.245755316 0.394832064
## [319,] -1.722230340 0.521374225 1.024328068 2.116264384 -4.336835068
## PC6 PC7
## [1,] -0.278449687 -0.6334381763
## [2,] -0.636213908 0.2666939614
## [3,] -0.393105540 0.3409889859
## [4,] -0.837830551 0.3616186616
## [5,] -1.034688471 -1.1153146667
## [6,] -0.880880709 -0.3323531885
## [7,] 0.325497160 0.0850999200
## [8,] -0.413643981 0.0478612249
## [9,] 0.081351470 -0.4885413814
## [10,] 0.113718067 0.1321971247
## [11,] -0.289648890 0.1397298986
## [12,] -0.013894458 -0.5401835367
## [13,] 0.354876042 0.2004148014
## [14,] 0.121507482 -0.7827654136
## [15,] -0.928123517 -1.0433937675
## [16,] -2.073074127 -0.5360063305
## [17,] -1.002142349 -0.5454860126
## [18,] -1.019333064 -0.0658049741
## [19,] -0.652557264 0.1741066072
## [20,] 0.097807471 0.7321724508
## [21,] -1.232376655 -0.8589157739
## [22,] -0.103962878 -0.2682322369
## [23,] 0.055039532 -0.0654730661
## [24,] -1.483110812 0.3715489427
## [25,] -0.725440456 -0.2711939426
## [26,] -0.521944973 0.8408603581
## [27,] -0.813941224 0.0203848401
## [28,] 0.232945540 0.6253716101
## [29,] -0.340301624 0.1291640063
## [30,] -0.550820534 0.5031184631
## [31,] -0.199651588 -0.0491192499
## [32,] -0.285615944 0.0496153456
## [33,] -0.064468434 -0.6559406114
## [34,] -0.150098271 -0.0090726208
## [35,] -1.057834405 -0.0933301902
## [36,] -0.669712743 -0.5642290784
## [37,] 0.063817822 -0.4280170367
## [38,] -0.114231301 0.0313690888
## [39,] 0.196904178 -0.2654589102
## [40,] -0.110004215 -0.3480587794
## [41,] -1.670040046 -2.1314505543
## [42,] -0.832102253 0.6946917472
## [43,] -0.821039642 -0.4230885185
## [44,] 0.448100111 -0.8252933916
## [45,] -0.689099937 0.3109635688
## [46,] 0.086175408 -0.2182505577
## [47,] -0.296319016 -0.4176732625
## [48,] -0.199504556 0.3425613646
## [49,] -1.293985797 -0.0004253878
## [50,] 0.473957215 -0.5128324222
## [51,] -0.156516787 -0.2706441690
## [52,] -0.541329295 -0.4305252373
## [53,] -0.881569689 -0.7779965334
## [54,] -0.251067307 -0.2654246353
## [55,] -0.735518713 -0.0894388216
## [56,] -0.768541512 -0.4536437835
## [57,] -0.971004194 -0.5111920070
## [58,] -0.387397975 0.1625615572
## [59,] -0.223573062 -0.1272030084
## [60,] -0.464352472 -0.2751566939
## [61,] -0.274573557 -0.2658123652
## [62,] -0.299860440 -0.0005001317
## [63,] -0.361742341 0.2139495832
## [64,] -0.335682045 0.4407726897
## [65,] -0.489790430 0.3054291932
## [66,] -1.704719872 -0.8058805584
## [67,] 0.246937314 0.0637453732
## [68,] -0.477084004 -0.2891884349
## [69,] 0.136868864 0.8387374081
## [70,] 0.658974293 0.4084289540
## [71,] 0.409921136 0.5107326592
## [72,] 0.598454181 0.4005520978
## [73,] 0.631886719 1.5307911187
## [74,] 0.740980728 0.9980552319
## [75,] -0.048166456 0.4899767214
## [76,] 0.310499428 0.3492806718
## [77,] -0.331720331 1.4724002575
## [78,] -0.861051459 -0.3386122066
## [79,] -0.521260301 -0.6448758563
## [80,] -1.061183191 -0.7987106395
## [81,] -0.205335471 0.4189814318
## [82,] -0.690766081 0.5967887160
## [83,] 0.301288216 -0.5304153764
## [84,] -0.644990235 -0.6471620442
## [85,] 0.367899435 0.3914733357
## [86,] 0.399992284 0.7640360476
## [87,] -1.128988238 0.5650386073
## [88,] -0.763399716 -0.5722490407
## [89,] -0.682777863 -0.0897901166
## [90,] -0.869596817 -0.7970330051
## [91,] -0.809074466 0.5612993289
## [92,] 0.256319113 0.6955036416
## [93,] -0.321615798 0.1181572875
## [94,] 0.084572631 -0.7379788280
## [95,] -0.178295596 -0.4180191378
## [96,] -0.487749630 -0.2569050303
## [97,] -1.158732900 -0.1972115826
## [98,] -0.239996388 0.2460137873
## [99,] 0.189261180 -0.4284545286
## [100,] -1.016483452 0.1633479825
## [101,] -0.306469172 -1.1306654772
## [102,] -0.359135538 -0.8740533105
## [103,] -0.860822207 1.0567536285
## [104,] -0.435890385 -0.5522188055
## [105,] 0.055269832 -0.1495077330
## [106,] 0.535704466 0.7127630521
## [107,] -1.058704656 -0.8129761421
## [108,] 0.210247858 0.8698785260
## [109,] -0.038642016 0.0196176411
## [110,] -0.059725383 -1.4236634055
## [111,] 0.089281361 0.8278503530
## [112,] 0.382802012 -0.0444196855
## [113,] -0.431221863 0.0061656526
## [114,] -1.168240047 -0.9041111361
## [115,] -1.062385516 -0.4993016766
## [116,] -0.725325172 -0.3700249716
## [117,] 0.581942679 -1.5494297073
## [118,] 1.490987969 0.0740346249
## [119,] -0.059153768 0.7250033437
## [120,] -0.055430164 0.4205130022
## [121,] 0.274462621 -1.8683102274
## [122,] -0.208194065 0.3935732747
## [123,] -0.698583661 0.2671479071
## [124,] -0.698661169 -0.0434721448
## [125,] -0.606230193 -0.1028593442
## [126,] -0.423367240 -0.3584987275
## [127,] -0.577623578 -0.2290724729
## [128,] -0.752647516 0.7860468935
## [129,] -0.810179406 -0.0058850116
## [130,] -0.857810187 -0.0581711075
## [131,] -0.844028222 -0.2386102424
## [132,] -1.168786366 -0.7662664091
## [133,] -0.696273207 -0.4733346584
## [134,] -0.917008385 -0.2181001366
## [135,] -1.239598078 -0.4253775478
## [136,] -1.318460942 -0.0608280067
## [137,] -0.858249997 -1.9064958007
## [138,] -1.302780338 -0.7430693984
## [139,] -0.542325272 -0.6776472690
## [140,] 0.500237422 -0.5346351724
## [141,] -0.223992608 0.3755823359
## [142,] -0.292732921 -0.3844388998
## [143,] -0.356381903 -0.3127835361
## [144,] -1.029782605 0.3907972339
## [145,] -0.748475876 -1.7157298528
## [146,] -1.448205854 -1.0579562265
## [147,] -1.212704151 -0.4330174387
## [148,] -0.930790479 -0.3290920863
## [149,] -0.408326423 -0.2163928611
## [150,] -0.809223499 -0.6405144044
## [151,] -0.805415090 0.0906541123
## [152,] -0.418092585 -0.5300561961
## [153,] -0.593657603 -0.8227560203
## [154,] 4.089966685 -0.7432376656
## [155,] -0.929953867 -0.3231587280
## [156,] -0.435928650 -0.6517716569
## [157,] 1.110605273 0.1159932061
## [158,] 0.705694188 1.0211624302
## [159,] -0.418801896 -0.0191469722
## [160,] 0.152209205 -0.0552841324
## [161,] -0.109864877 -1.5126923864
## [162,] -0.642484569 -1.1098576294
## [163,] 0.664580419 0.3001196668
## [164,] 0.120496468 0.4212351267
## [165,] 0.903121967 1.3191382467
## [166,] 0.490976428 0.8893490446
## [167,] -0.372892008 0.2126861164
## [168,] 0.081184668 -0.1068578056
## [169,] -0.228451598 -0.4967530600
## [170,] 0.247070558 -0.4460225159
## [171,] 0.373692041 -0.1760725365
## [172,] 0.532672825 0.1105436249
## [173,] -0.415736777 0.2616285143
## [174,] -0.947295129 -1.1900415353
## [175,] -0.628324267 0.2082155425
## [176,] 0.318709936 -0.3396994880
## [177,] 1.108783594 -0.1330556703
## [178,] -0.283039335 -0.3392426173
## [179,] -0.302234720 -0.0279126988
## [180,] 0.163576360 -0.3367367003
## [181,] 0.071907714 1.1632387779
## [182,] -0.602676116 0.3945805659
## [183,] 0.710705753 -0.0731050586
## [184,] 0.931539876 0.3266714857
## [185,] 1.440551058 0.4637668729
## [186,] 0.490583736 -0.6777713968
## [187,] 0.968031329 0.1738170188
## [188,] -0.084839671 0.2285619942
## [189,] 0.167943709 -0.4313264098
## [190,] -0.084245945 -0.5290966045
## [191,] 0.197132682 0.6249443893
## [192,] 0.763910637 0.2592653936
## [193,] -0.837182802 -0.1044299645
## [194,] 0.176984300 -0.6029868675
## [195,] -0.477027353 0.2703940748
## [196,] -0.704371527 -0.4797975687
## [197,] -2.273241276 -1.4824217526
## [198,] 1.148144464 0.2208401278
## [199,] 0.540498742 0.0562029469
## [200,] 0.262401886 0.4983674669
## [201,] -1.608641506 -0.3776177468
## [202,] 0.624463662 0.2851166983
## [203,] -0.380799595 -0.4204464320
## [204,] -0.633207943 -0.7148925620
## [205,] 0.027605725 -0.4923897696
## [206,] -0.360462186 -1.0128207199
## [207,] -0.800428730 -0.5683011124
## [208,] -0.929536660 -0.2866209632
## [209,] 1.960343828 0.2571345531
## [210,] 0.056305588 0.1891526594
## [211,] -0.149627262 0.5686295510
## [212,] 0.193675689 -0.0363798595
## [213,] -0.285857553 0.4391161334
## [214,] 0.254482351 -0.1801519630
## [215,] 6.322377664 -0.1792464220
## [216,] -0.391370455 0.2647782753
## [217,] -0.080428684 -0.0336068467
## [218,] -0.061792078 -1.0375516919
## [219,] 0.385103317 0.3500481832
## [220,] 0.483306876 -0.0268925691
## [221,] -0.589328589 -0.2528410282
## [222,] -1.230685154 -0.4888637740
## [223,] 1.198281563 -0.6151156723
## [224,] 0.370758130 0.0566635689
## [225,] 0.003837204 0.8795114023
## [226,] 1.432288368 0.6824719241
## [227,] -0.206623533 0.0035436244
## [228,] -0.020992043 -0.3954225109
## [229,] 0.046058860 0.0991558912
## [230,] 0.182654038 0.0127503142
## [231,] -0.810625060 -1.2518939378
## [232,] 5.873266335 0.4998294485
## [233,] 0.449157928 -0.7269458954
## [234,] 0.349695647 0.4245763482
## [235,] 0.578374515 1.0572493205
## [236,] 0.131492188 -0.0696340759
## [237,] 1.339931245 0.8698836697
## [238,] 0.483653489 0.7883033439
## [239,] 0.913056147 0.5630056422
## [240,] -3.688335623 13.6600254604
## [241,] -0.499136463 0.0036900841
## [242,] 1.727246461 0.1508922064
## [243,] 0.662367524 0.1266156180
## [244,] 0.173555000 -1.0507018022
## [245,] 1.081318036 0.0545426981
## [246,] 0.214948267 0.3654606131
## [247,] 1.891821433 1.1673121730
## [248,] 0.153376745 -0.6317348191
## [249,] 1.338686631 0.2021545229
## [250,] 0.683447976 0.2318899255
## [251,] -1.145451480 -0.3333854178
## [252,] 0.404118320 0.6578342269
## [253,] 1.147618677 0.3982604997
## [254,] 1.514875428 -0.3727548942
## [255,] -0.552456220 -0.6325167584
## [256,] 0.536825812 0.7532937116
## [257,] 0.021038641 0.4606953102
## [258,] 3.138292872 -0.5706138711
## [259,] 0.686863205 0.9039989029
## [260,] 0.686560112 0.4601510414
## [261,] -0.116002497 0.1204763616
## [262,] 0.140960064 0.5950361379
## [263,] 0.335114533 0.5939569761
## [264,] 0.564735350 -0.0431035319
## [265,] -0.110955230 0.1471643655
## [266,] 0.970448395 -0.0430907847
## [267,] 0.052867002 0.4022825677
## [268,] 1.333809692 0.5383941140
## [269,] 2.291387297 -0.4403122769
## [270,] 0.470168965 1.0149186776
## [271,] 3.785612647 0.5902259631
## [272,] 0.395392069 0.6276341463
## [273,] 3.880036424 -0.5457431711
## [274,] 0.887809085 0.0304051119
## [275,] 1.370807648 1.0471881228
## [276,] 0.732666362 -0.1965819686
## [277,] 0.461136088 0.4445271895
## [278,] 1.701041973 -0.1903585600
## [279,] 2.062524466 -0.1122780978
## [280,] 0.936807454 0.7807630388
## [281,] 1.350708515 -0.0218642681
## [282,] -0.836849715 -1.6773189829
## [283,] 1.429129472 -2.6013967133
## [284,] 0.987123238 1.1571549461
## [285,] 0.726525230 0.7357404147
## [286,] 1.831278429 0.1122841298
## [287,] 0.539511476 0.6816930406
## [288,] 1.236590339 0.2764017622
## [289,] -0.150442661 -0.8927716116
## [290,] 0.206524679 0.5435466567
## [291,] -0.046135969 0.4065189250
## [292,] -0.688086978 -0.6180015280
## [293,] -0.468908743 -0.0567330459
## [294,] -0.233834743 0.5184887320
## [295,] -0.486829303 -0.0824821353
## [296,] 0.019932171 0.5700298569
## [297,] -0.009395932 0.3994367238
## [298,] 0.001951088 0.4070093017
## [299,] 0.833491210 0.5667412930
## [300,] -0.069877479 -0.4634537765
## [301,] -0.058253443 -0.1301357137
## [302,] 0.590319003 0.4407549468
## [303,] -0.842038062 -0.6697954081
## [304,] 0.224583844 -0.4226172110
## [305,] -0.030622491 1.1054665539
## [306,] 0.799837370 0.4214899339
## [307,] 0.255893473 0.2492555946
## [308,] 0.270600680 0.6945314996
## [309,] 0.609651682 0.5653995155
## [310,] -0.040393953 1.3037641856
## [311,] 0.228758871 -0.1163758882
## [312,] -0.205255085 -0.1572179483
## [313,] 0.085999435 -0.5813744962
## [314,] -0.170529665 0.3894844128
## [315,] 1.476551950 0.5871617294
## [316,] -0.866025927 -0.0590653957
## [317,] 0.203990851 0.2379950850
## [318,] 0.061270324 -1.1924258796
## [319,] -0.027591800 2.5806805638fa.diagram(fa_1)