XLSTAT 7.5.2 - Principal Component Analysis (PCA) - 12/5/2008 at 9:51:41 PM
Table: workbook = Mozilla-M3.xls / sheet = Sheet1 / range = $D$2:$R$2069 / 2068 rows and 15 columns
Uniform weighting (default)
No missing values
Spearman correlation coefficient (normed PCA)
Without axes rotation
Number of factors associated with non trivial eigenvalues: 15
Mean and standard deviation of the columns:
  Mean Standard deviation
C3 0.553 0.142
LCSM 0.837 2.433
LOC 466.405 865.125
LCOM 503.902 2111.355
LCOMn 472.999 2435.469
LCOM1 563.151 2193.104
LCOM3 12.761 18.107
LCOM4 8.783 12.192
LCOM5 0.694 0.334
ICH 47.916 171.683
TCC 0.238 0.257
LCC 0.312 0.306
Coh 0.212 0.197
MWE 0.221 0.119
MWE-150 0.157 0.092
Correlation matrix:
  C3 LCSM LOC LCOM LCOMn LCOM1 LCOM3 LCOM4 LCOM5 ICH TCC LCC Coh MWE MWE-150
C3 1 0.020 -0.295 -0.119 -0.121 -0.116 -0.060 0.013 -0.051 -0.199 -0.036 -0.076 0.067 0.169 0.124
LCSM 0.020 1 -0.449 -0.433 -0.428 -0.494 -0.391 -0.294 -0.290 -0.349 0.003 -0.059 0.203 0.076 0.048
LOC -0.295 -0.449 1 0.610 0.605 0.731 0.522 0.286 0.432 0.787 0.179 0.283 -0.211 0.031 0.129
LCOM -0.119 -0.433 0.610 1 0.999 0.915 0.898 0.759 0.631 0.538 -0.289 -0.158 -0.556 -0.210 -0.166
LCOMn -0.121 -0.428 0.605 0.999 1 0.909 0.896 0.757 0.629 0.534 -0.290 -0.160 -0.555 -0.210 -0.166
LCOM1 -0.116 -0.494 0.731 0.915 0.909 1 0.838 0.674 0.600 0.622 -0.070 0.054 -0.429 -0.161 -0.118
LCOM3 -0.060 -0.391 0.522 0.898 0.896 0.838 1 0.862 0.535 0.487 -0.423 -0.355 -0.607 -0.190 -0.166
LCOM4 0.013 -0.294 0.286 0.759 0.757 0.674 0.862 1 0.460 0.159 -0.507 -0.464 -0.560 -0.271 -0.263
LCOM5 -0.051 -0.290 0.432 0.631 0.629 0.600 0.535 0.460 1 0.398 -0.053 0.048 -0.241 -0.241 -0.226
ICH -0.199 -0.349 0.787 0.538 0.534 0.622 0.487 0.159 0.398 1 0.122 0.207 -0.252 0.085 0.149
TCC -0.036 0.003 0.179 -0.289 -0.290 -0.070 -0.423 -0.507 -0.053 0.122 1 0.951 0.710 0.155 0.174
LCC -0.076 -0.059 0.283 -0.158 -0.160 0.054 -0.355 -0.464 0.048 0.207 0.951 1 0.594 0.133 0.151
Coh 0.067 0.203 -0.211 -0.556 -0.555 -0.429 -0.607 -0.560 -0.241 -0.252 0.710 0.594 1 0.092 0.082
MWE 0.169 0.076 0.031 -0.210 -0.210 -0.161 -0.190 -0.271 -0.241 0.085 0.155 0.133 0.092 1 0.820
MWE-150 0.124 0.048 0.129 -0.166 -0.166 -0.118 -0.166 -0.263 -0.226 0.149 0.174 0.151 0.082 0.820 1
In bold, significant values (except diagonal) at the level of significance alpha=0.050 (two-tailed test)
Eigenvalues:
  F1 F2 F3 F4 F5 F6 F7 F8 F9 F10 F11 F12 F13 F14 F15
Eigenvalue 6.425 2.915 1.807 1.076 0.749 0.542 0.485 0.308 0.204 0.184 0.151 0.067 0.060 0.026 0.000
% variance 42.832 19.432 12.045 7.175 4.995 3.614 3.232 2.056 1.359 1.226 1.010 0.449 0.400 0.172 0.003
Cumulative % 42.832 62.264 74.309 81.484 86.479 90.093 93.325 95.380 96.740 97.966 98.976 99.425 99.825 99.997 100.000
Eigenvectors:
  F1 F2 F3 F4 F5 F6 F7 F8 F9 F10 F11 F12 F13 F14 F15
C3 -0.059 -0.097 0.192 0.844 -0.022 0.373 -0.275 -0.003 0.096 0.053 0.091 -0.037 0.026 -0.002 -0.002
LCSM -0.198 -0.150 0.007 -0.161 0.904 0.110 -0.267 -0.014 0.076 0.011 0.071 0.030 -0.010 -0.006 0.001
LOC 0.256 0.358 0.055 -0.202 -0.066 0.136 -0.153 0.220 0.593 0.066 0.520 -0.105 0.173 -0.023 -0.001
LCOM 0.379 0.038 0.004 0.063 0.118 -0.132 -0.052 -0.150 -0.288 0.290 0.125 -0.283 0.045 -0.092 0.722
LCOMn 0.378 0.036 0.004 0.061 0.123 -0.135 -0.049 -0.150 -0.302 0.302 0.125 -0.323 0.066 -0.095 -0.692
LCOM1 0.359 0.166 -0.019 0.090 0.051 -0.137 -0.165 -0.124 -0.032 0.036 0.127 0.712 -0.488 -0.084 -0.027
LCOM3 0.370 -0.062 0.070 0.063 0.083 -0.150 -0.153 0.193 -0.081 -0.189 -0.231 0.336 0.687 0.283 -0.001
LCOM4 0.320 -0.198 0.006 0.167 0.104 -0.409 -0.064 0.215 0.364 -0.374 -0.269 -0.361 -0.356 -0.002 -0.001
LCOM5 0.260 0.102 -0.173 0.209 0.308 0.288 0.806 0.056 0.103 -0.041 -0.028 0.068 0.022 -0.017 -0.001
ICH 0.230 0.325 0.121 -0.214 -0.007 0.575 -0.220 0.280 -0.304 -0.188 -0.352 -0.148 -0.223 0.003 0.001
TCC -0.149 0.488 -0.202 0.152 0.079 -0.161 -0.106 -0.161 0.066 -0.186 -0.257 0.000 0.251 -0.662 0.002
LCC -0.102 0.511 -0.206 0.125 0.083 -0.096 -0.065 -0.404 0.058 -0.086 -0.075 -0.146 -0.067 0.667 0.000
Coh -0.255 0.262 -0.232 0.208 0.086 -0.287 0.017 0.730 -0.265 0.194 0.145 0.011 -0.085 0.100 0.003
MWE -0.104 0.186 0.622 0.037 0.090 -0.178 0.193 -0.041 -0.284 -0.507 0.384 -0.042 -0.002 -0.023 0.001
MWE-150 -0.087 0.219 0.621 -0.017 0.075 -0.155 0.139 0.045 0.239 0.516 -0.423 0.058 -0.033 0.031 0.000
Factor loadings:
  F1 F2 F3 F4 F5 F6 F7 F8 F9 F10 F11 F12 F13 F14 F15
C3 -0.150 -0.166 0.259 0.876 -0.019 0.275 -0.191 -0.002 0.044 0.023 0.035 -0.010 0.006 0.000 0.000
LCSM -0.501 -0.257 0.009 -0.167 0.782 0.081 -0.186 -0.008 0.034 0.005 0.028 0.008 -0.003 -0.001 0.000
LOC 0.650 0.611 0.073 -0.210 -0.057 0.100 -0.107 0.122 0.268 0.028 0.202 -0.027 0.042 -0.004 0.000
LCOM 0.961 0.065 0.006 0.065 0.102 -0.097 -0.036 -0.083 -0.130 0.125 0.049 -0.073 0.011 -0.015 0.014
LCOMn 0.958 0.062 0.006 0.063 0.106 -0.100 -0.034 -0.083 -0.137 0.129 0.049 -0.084 0.016 -0.015 -0.014
LCOM1 0.910 0.284 -0.025 0.093 0.044 -0.101 -0.115 -0.069 -0.015 0.015 0.050 0.185 -0.120 -0.014 -0.001
LCOM3 0.939 -0.106 0.094 0.066 0.072 -0.111 -0.107 0.107 -0.037 -0.081 -0.090 0.087 0.168 0.045 0.000
LCOM4 0.812 -0.339 0.009 0.174 0.090 -0.301 -0.044 0.119 0.164 -0.161 -0.105 -0.094 -0.087 0.000 0.000
LCOM5 0.659 0.174 -0.233 0.217 0.267 0.212 0.561 0.031 0.046 -0.018 -0.011 0.018 0.005 -0.003 0.000
ICH 0.584 0.555 0.162 -0.222 -0.006 0.423 -0.153 0.155 -0.137 -0.081 -0.137 -0.038 -0.055 0.000 0.000
TCC -0.379 0.833 -0.272 0.158 0.068 -0.119 -0.074 -0.089 0.030 -0.080 -0.100 0.000 0.061 -0.106 0.000
LCC -0.258 0.872 -0.277 0.130 0.072 -0.071 -0.045 -0.224 0.026 -0.037 -0.029 -0.038 -0.016 0.107 0.000
Coh -0.645 0.447 -0.311 0.216 0.075 -0.211 0.012 0.406 -0.120 0.083 0.056 0.003 -0.021 0.016 0.000
MWE -0.264 0.318 0.837 0.038 0.078 -0.131 0.134 -0.023 -0.128 -0.217 0.149 -0.011 -0.001 -0.004 0.000
MWE-150 -0.219 0.374 0.835 -0.018 0.065 -0.114 0.097 0.025 0.108 0.221 -0.165 0.015 -0.008 0.005 0.000
Squared cosines of the variables:
  F1 F2 F3 F4 F5 F6 F7 F8 F9 F10 F11 F12 F13 F14 F15
C3 0.023 0.028 0.067 0.767 0.000 0.075 0.037 0.000 0.002 0.001 0.001 0.000 0.000 0.000 0.000
LCSM 0.251 0.066 0.000 0.028 0.612 0.007 0.035 0.000 0.001 0.000 0.001 0.000 0.000 0.000 0.000
LOC 0.422 0.373 0.005 0.044 0.003 0.010 0.011 0.015 0.072 0.001 0.041 0.001 0.002 0.000 0.000
LCOM 0.923 0.004 0.000 0.004 0.010 0.009 0.001 0.007 0.017 0.016 0.002 0.005 0.000 0.000 0.000
LCOMn 0.917 0.004 0.000 0.004 0.011 0.010 0.001 0.007 0.019 0.017 0.002 0.007 0.000 0.000 0.000
LCOM1 0.829 0.080 0.001 0.009 0.002 0.010 0.013 0.005 0.000 0.000 0.002 0.034 0.014 0.000 0.000
LCOM3 0.881 0.011 0.009 0.004 0.005 0.012 0.011 0.011 0.001 0.007 0.008 0.008 0.028 0.002 0.000
LCOM4 0.660 0.115 0.000 0.030 0.008 0.091 0.002 0.014 0.027 0.026 0.011 0.009 0.008 0.000 0.000
LCOM5 0.434 0.030 0.054 0.047 0.071 0.045 0.315 0.001 0.002 0.000 0.000 0.000 0.000 0.000 0.000
ICH 0.341 0.309 0.026 0.049 0.000 0.179 0.024 0.024 0.019 0.007 0.019 0.001 0.003 0.000 0.000
TCC 0.143 0.693 0.074 0.025 0.005 0.014 0.005 0.008 0.001 0.006 0.010 0.000 0.004 0.011 0.000
LCC 0.067 0.761 0.077 0.017 0.005 0.005 0.002 0.050 0.001 0.001 0.001 0.001 0.000 0.011 0.000
Coh 0.416 0.200 0.097 0.047 0.006 0.045 0.000 0.165 0.014 0.007 0.003 0.000 0.000 0.000 0.000
MWE 0.070 0.101 0.700 0.001 0.006 0.017 0.018 0.001 0.016 0.047 0.022 0.000 0.000 0.000 0.000
MWE-150 0.048 0.140 0.697 0.000 0.004 0.013 0.009 0.001 0.012 0.049 0.027 0.000 0.000 0.000 0.000
Contributions of the variables (%):
  F1 F2 F3 F4 F5 F6 F7 F8 F9 F10 F11 F12 F13 F14 F15
C3 0.352 0.944 3.702 71.246 0.048 13.920 7.541 0.001 0.931 0.282 0.831 0.137 0.065 0.001 0.000
LCSM 3.907 2.264 0.005 2.580 81.667 1.218 7.139 0.020 0.583 0.013 0.502 0.088 0.010 0.003 0.000
LOC 6.570 12.795 0.299 4.087 0.429 1.853 2.342 4.848 35.175 0.439 26.995 1.113 3.002 0.054 0.000
LCOM 14.360 0.146 0.002 0.393 1.392 1.745 0.269 2.254 8.296 8.438 1.565 7.988 0.207 0.855 52.089
LCOMn 14.279 0.133 0.002 0.367 1.505 1.831 0.237 2.244 9.139 9.114 1.564 10.417 0.431 0.902 47.836
LCOM1 12.899 2.760 0.036 0.803 0.262 1.867 2.721 1.545 0.104 0.129 1.623 50.643 23.829 0.706 0.073
LCOM3 13.720 0.386 0.488 0.400 0.694 2.256 2.344 3.709 0.661 3.565 5.325 11.312 47.153 7.988 0.000
LCOM4 10.272 3.940 0.004 2.805 1.082 16.703 0.408 4.611 13.242 14.012 7.220 13.005 12.694 0.000 0.000
LCOM5 6.754 1.043 2.998 4.361 9.499 8.270 64.911 0.309 1.060 0.171 0.080 0.467 0.048 0.029 0.000
ICH 5.301 10.587 1.455 4.569 0.005 33.020 4.855 7.824 9.249 3.539 12.425 2.177 4.993 0.001 0.000
TCC 2.233 23.783 4.085 2.323 0.620 2.596 1.119 2.591 0.433 3.461 6.602 0.000 6.294 43.860 0.000
LCC 1.038 26.100 4.258 1.574 0.692 0.928 0.417 16.317 0.332 0.747 0.567 2.127 0.448 44.453 0.000
Coh 6.482 6.865 5.362 4.329 0.742 8.239 0.028 53.356 7.015 3.767 2.089 0.012 0.719 0.995 0.001
MWE 1.085 3.465 38.743 0.135 0.803 3.154 3.726 0.172 8.044 25.703 14.736 0.179 0.001 0.055 0.000
MWE-150 0.750 4.787 38.561 0.029 0.560 2.400 1.943 0.199 5.735 26.619 17.876 0.337 0.107 0.097 0.000
Factor scores:
  F1 F2 F3 F4 F5 F6 F7 F8 F9 F10 F11 F12 F13 F14 F15
Obs1 -0.670 -1.456 0.702 2.486 0.695 1.546 -0.314 0.447 0.203 0.505 0.427 0.074 -0.164 -0.102 -0.036
Obs2 -0.001 -1.676 2.858 1.928 -0.975 0.065 -1.960 -0.052 0.594 -0.376 0.184 -0.341 0.017 0.030 -0.029
Obs3 -0.967 -0.109 -0.300 2.781 -0.406 1.061 -0.487 0.031 -0.037 0.171 0.299 -0.123 0.046 -0.234 -0.033
Obs4 -3.600 3.406 0.258 3.455 0.526 -1.462 -2.283 1.093 -0.742 0.894 -0.244 -0.413 0.089 -0.120 -0.009
Obs5 -0.918 -0.743 -0.666 2.492 0.689 1.487 -0.668 0.008 -0.078 -0.130 0.629 -0.036 0.090 -0.225 -0.033
Obs6 -0.876 -0.933 4.903 1.747 -0.800 -0.204 -1.168 -0.340 0.083 -0.108 0.223 -0.168 -0.124 -0.057 -0.032
Obs7 -1.125 -0.844 4.704 1.475 -0.901 0.037 -1.101 -0.455 0.119 0.495 0.075 -0.043 -0.146 -0.107 -0.034
Obs8 -1.955 1.757 -0.085 2.805 1.060 0.485 -0.736 -0.946 -0.239 -0.628 0.528 -0.404 0.111 0.390 -0.024
Obs9 -0.864 -1.218 3.773 1.499 -0.979 0.131 -1.348 -0.424 0.031 0.017 0.293 -0.136 -0.126 -0.103 -0.034
Obs10 -3.734 4.737 3.846 3.320 0.309 -2.398 -0.807 0.871 -0.797 0.573 -0.189 -0.411 0.079 -0.156 -0.001
Obs11 -1.607 1.539 1.004 2.772 -0.020 0.188 -0.039 -0.589 -0.671 -0.988 0.873 -0.354 0.062 0.285 -0.028
Obs12 -0.963 -1.463 2.973 1.412 -1.107 0.398 -1.408 -0.610 -0.494 -0.701 1.022 -0.198 -0.156 -0.207 -0.035
Obs13 0.011 -1.663 -0.440 2.057 -0.510 1.482 -0.018 0.265 0.235 0.295 0.197 0.032 -0.091 -0.110 -0.037
Obs14 -1.444 0.488 2.024 2.117 1.401 0.316 -0.324 0.133 -0.356 -0.621 0.951 -0.139 0.000 0.011 -0.025
Obs15 0.228 -0.900 0.543 2.027 -0.271 1.386 0.199 -0.383 0.005 0.040 0.310 0.249 0.313 -0.041 -0.017
Obs16 1.160 -1.733 0.395 2.193 -0.153 0.924 0.088 0.024 0.365 -0.545 0.208 -0.069 -0.014 -0.091 -0.005
Obs17 -1.148 0.816 -0.836 2.496 -0.269 0.780 -0.432 -0.616 -0.196 -0.242 0.291 -0.275 0.075 0.463 -0.030
Obs18 -1.360 0.237 -0.200 2.416 -0.460 0.031 -0.939 0.967 -0.381 0.438 0.216 -0.153 -0.088 -0.044 -0.026
Obs19 -1.932 1.237 0.541 2.262 0.922 0.178 -0.731 0.173 0.073 0.785 -0.021 -0.160 -0.066 0.250 -0.025
Obs20 -1.037 -0.500 5.827 1.260 -0.673 -0.628 -0.746 -0.332 0.109 0.119 0.038 -0.109 -0.170 -0.054 -0.031
Obs21 -0.141 -1.332 0.588 1.928 -0.386 1.140 0.283 0.394 0.169 0.293 0.266 0.046 -0.132 -0.088 -0.036
Obs22 -0.877 -0.156 -0.764 2.226 -0.436 0.909 -0.398 0.032 -0.089 0.132 0.252 -0.103 0.039 -0.235 -0.032
Obs23 -1.223 0.815 0.118 2.380 -0.222 0.426 -0.284 -0.289 -0.003 0.061 -0.057 -0.158 0.129 -0.288 -0.028
Obs24 -1.003 -0.306 -0.820 2.102 -0.107 1.000 -0.516 0.139 -0.054 0.386 0.231 -0.050 -0.012 -0.221 -0.032
Obs25 -3.807 3.766 1.225 2.863 1.052 -1.939 -1.936 1.104 -0.749 0.978 -0.384 -0.354 0.036 -0.108 -0.005
Obs26 -0.851 -0.596 -0.175 1.920 0.322 1.032 -0.362 0.210 0.142 0.470 0.185 0.003 -0.051 -0.178 -0.032
Obs27 -2.843 2.818 -1.140 2.816 0.510 -0.782 -1.830 0.301 -0.548 0.181 -0.076 -0.411 0.248 -0.276 -0.011
Obs28 -2.092 1.960 -0.518 2.635 -0.252 -0.345 -1.038 0.202 -0.292 0.470 -0.257 -0.278 0.131 -0.170 -0.017
Obs29 -0.429 -1.973 -0.625 1.448 1.714 1.788 -0.610 -0.015 0.381 0.135 0.458 0.096 -0.083 -0.185 -0.033
Obs30 -0.571 -0.444 3.323 1.896 -0.015 0.354 1.062 0.383 -0.020 0.202 0.226 0.080 -0.218 -0.074 -0.033
Obs31 0.709 0.154 2.789 1.946 0.187 0.397 0.392 0.081 0.224 -0.272 -0.118 0.205 0.520 0.135 -0.002
Obs32 -0.362 -0.833 3.428 1.747 1.196 0.421 0.793 0.172 -0.064 -0.785 0.675 0.013 -0.113 -0.056 -0.030
Obs33 -1.367 -1.015 4.888 0.854 0.673 -0.157 -1.302 -0.507 -0.303 -0.662 0.931 -0.101 -0.133 -0.143 -0.030
Obs34 1.376 -1.981 0.549 2.134 -0.063 0.464 0.116 0.386 0.526 -1.076 -0.143 -0.172 0.080 0.101 -0.020
Obs35 -0.641 -0.208 -0.653 2.083 -0.361 0.997 -0.142 -0.326 0.031 -0.128 0.179 -0.103 0.095 -0.284 -0.033
Obs36 -2.721 2.841 -1.033 2.826 -0.274 -0.964 -1.631 0.394 -0.877 -0.117 0.206 -0.469 0.175 -0.095 -0.004
Obs37 -0.988 1.461 1.201 2.205 -0.004 0.260 0.072 -0.629 0.258 -0.384 0.021 -0.109 0.297 -0.254 -0.006
Obs38 -0.753 -0.887 4.684 1.117 -0.783 -0.499 -1.010 -0.296 0.104 -0.096 0.077 -0.147 -0.130 -0.038 -0.030
Obs39 -0.130 -1.440 3.236 1.185 -0.889 -0.392 -1.532 -0.091 0.476 -0.189 -0.133 -0.253 -0.061 0.037 -0.028
Obs40 -1.677 -1.459 3.665 0.573 1.184 0.441 -1.725 -0.679 -0.188 -0.087 0.863 -0.021 -0.248 -0.234 -0.032
Obs41 -1.125 -0.102 0.017 2.105 -0.440 0.173 -0.571 0.892 -0.361 0.387 0.271 -0.092 -0.128 -0.049 -0.027
Obs42 -1.297 -0.726 5.580 0.871 0.407 -0.477 -1.049 -0.389 0.102 0.054 0.213 -0.065 -0.190 -0.080 -0.030
Obs43 0.989 -1.613 1.362 2.009 -0.024 0.382 0.400 0.343 0.450 -0.859 -0.095 -0.118 0.036 0.068 -0.024
Obs44 -0.670 -0.557 -0.418 1.949 -0.436 0.924 -0.132 0.184 -0.104 0.177 0.297 -0.038 -0.044 -0.188 -0.033
Obs45 0.050 -1.310 0.726 1.764 -0.323 1.029 0.409 0.243 0.212 -0.024 0.293 0.011 -0.084 -0.100 -0.035
Obs46 -2.528 2.545 0.794 2.381 1.064 -0.745 -1.149 0.118 -0.604 -0.505 0.395 -0.351 0.188 -0.207 0.000
Obs47 -0.943 0.240 -0.067 2.045 0.124 0.586 -0.237 -0.197 0.077 0.031 -0.006 -0.115 0.076 -0.201 -0.030
Obs48 -0.591 -1.682 1.994 0.933 -1.197 0.360 -1.632 -0.405 0.231 0.333 0.038 -0.119 -0.136 -0.108 -0.035
Obs49 -1.030 0.578 -1.407 2.167 -0.378 0.739 -0.599 -0.392 -0.002 -0.011 -0.033 -0.178 0.205 -0.246 -0.030
Obs50 -0.518 -1.358 0.357 1.658 0.346 1.094 0.124 0.368 -0.474 -0.630 1.149 -0.005 -0.151 -0.155 -0.034
Obs51 -1.047 -0.176 0.567 1.744 0.906 0.993 0.084 -0.213 -0.109 -0.038 0.412 0.069 0.078 -0.255 -0.031
Obs52 0.021 -0.980 1.728 1.717 -0.156 0.824 0.757 -0.017 0.342 0.165 -0.032 0.059 -0.103 -0.130 -0.032
Obs53 -0.005 -1.465 0.250 1.704 -0.400 1.100 0.303 0.324 0.085 0.022 0.333 0.028 -0.116 -0.095 -0.036
Obs54 -1.248 2.856 1.924 2.151 0.185 0.059 0.035 -0.769 0.483 -0.581 -0.386 -0.202 0.319 -0.397 0.142
Obs55 0.240 -1.835 -0.822 1.668 -0.526 1.362 0.022 0.326 0.242 0.116 0.208 0.021 -0.077 -0.085 -0.037
Obs56 -0.239 -1.267 -0.501 1.713 -0.451 1.387 0.300 0.046 -0.122 -0.083 0.562 0.031 -0.082 -0.210 -0.036
Obs57 -0.113 -1.331 -0.671 1.655 -0.494 1.418 0.155 -0.033 0.095 0.083 0.349 0.027 -0.051 -0.206 -0.036
Obs58 -0.731 -0.013 -0.827 1.988 -0.368 0.716 -0.319 -0.148 0.064 0.059 -0.029 -0.115 0.092 -0.241 -0.031
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