From: Application of variable selection and dimension reduction on predictors of MSE’s development
Principal components (Pc) | Standard deviation | Proportion of variance | Cumulative proportion | Variance of Pc |
---|---|---|---|---|
PC1 | 2.702 | 0.090 | 0.090 | 7.302 |
PC2 | 2.427 | 0.073 | 0.163 | 5.889 |
PC3 | 2.360 | 0.069 | 0.232 | 5.570 |
PC4 | 2.207 | 0.060 | 0.292 | 4.870 |
PC5 | 1.759 | 0.038 | 0.330 | 3.093 |
PC6 | 1.681 | 0.035 | 0.365 | 2.824 |
PC7 | 1.622 | 0.032 | 0.397 | 2.632 |
PC8 | 1.546 | 0.030 | 0.427 | 2.389 |
PC9 | 1.523 | 0.029 | 0.455 | 2.320 |
PC10 | 1.494 | 0.028 | 0.483 | 2.231 |
PC11 | 1.423 | 0.025 | 0.508 | 2.025 |
PC12 | 1.374 | 0.023 | 0.531 | 1.887 |
PC13 | 1.341 | 0.022 | 0.553 | 1.798 |
PC14 | 1.286 | 0.020 | 0.574 | 1.653 |
PC15 | 1.271 | 0.020 | 0.594 | 1.616 |
PC16 | 1.239 | 0.019 | 0.613 | 1.534 |
PC17 | 1.191 | 0.018 | 0.630 | 1.417 |
PC18 | 1.174 | 0.017 | 0.647 | 1.379 |
PC19 | 1.165 | 0.017 | 0.664 | 1.357 |
PC20 | 1.125 | 0.016 | 0.680 | 1.266 |
PC21 | 1.100 | 0.015 | 0.695 | 1.211 |
PC22 | 1.058 | 0.014 | 0.708 | 1.119 |
PC23 | 1.042 | 0.013 | 0.722 | 1.086 |
PC24 | 1.018 | 0.013 | 0.735 | 1.036 |
PC25 | 1.017 | 0.013 | 0.747 | 1.034 |
PC26 | 0.997 | 0.012 | 0.760 | 0.993 |
PC27 | 0.972 | 0.012 | 0.771 | 0.945 |
PC28 | 0.955 | 0.011 | 0.783 | 0.912 |
PC29 | 0.933 | 0.011 | 0.793 | 0.871 |
PC30 | 0.918 | 0.010 | 0.804 | 0.843 |
PC31 | 0.888 | 0.010 | 0.813 | 0.789 |
PC32 | 0.879 | 0.010 | 0.823 | 0.772 |
PC33 | 0.869 | 0.009 | 0.832 | 0.756 |
PC34 | 0.847 | 0.009 | 0.841 | 0.717 |
PC35 | 0.835 | 0.009 | 0.850 | 0.698 |
PC36 | 0.829 | 0.008 | 0.858 | 0.688 |
PC37 | 0.810 | 0.008 | 0.866 | 0.656 |
PC38 | 0.789 | 0.008 | 0.874 | 0.622 |
PC39 | 0.769 | 0.007 | 0.881 | 0.592 |
PC40 | 0.755 | 0.007 | 0.888 | 0.571 |
PC41 | 0.734 | 0.007 | 0.895 | 0.539 |
PC42 | 0.716 | 0.006 | 0.901 | 0.512 |
PC43 | 0.704 | 0.006 | 0.908 | 0.496 |
PC44 | 0.690 | 0.006 | 0.913 | 0.476 |
PC45 | 0.686 | 0.006 | 0.919 | 0.471 |
PC46 | 0.664 | 0.005 | 0.925 | 0.441 |
PC47 | 0.660 | 0.005 | 0.930 | 0.435 |
PC48 | 0.634 | 0.005 | 0.935 | 0.402 |
PC49 | 0.617 | 0.005 | 0.940 | 0.380 |
PC50 | 0.602 | 0.004 | 0.944 | 0.362 |
PC51 | 0.598 | 0.004 | 0.949 | 0.358 |
PC52 | 0.578 | 0.004 | 0.953 | 0.334 |
PC53 | 0.557 | 0.004 | 0.957 | 0.310 |
PC54 | 0.547 | 0.004 | 0.960 | 0.299 |
PC55 | 0.541 | 0.004 | 0.964 | 0.293 |
PC56 | 0.521 | 0.003 | 0.967 | 0.272 |
PC57 | 0.503 | 0.003 | 0.970 | 0.253 |
PC58 | 0.483 | 0.003 | 0.973 | 0.234 |
PC59 | 0.466 | 0.003 | 0.976 | 0.217 |
PC60 | 0.450 | 0.003 | 0.978 | 0.202 |
PC61 | 0.440 | 0.002 | 0.981 | 0.194 |
PC62 | 0.420 | 0.002 | 0.983 | 0.177 |
PC63 | 0.414 | 0.002 | 0.985 | 0.171 |
PC64 | 0.410 | 0.002 | 0.987 | 0.168 |
PC65 | 0.394 | 0.002 | 0.989 | 0.155 |
PC66 | 0.385 | 0.002 | 0.991 | 0.148 |
PC67 | 0.372 | 0.002 | 0.993 | 0.138 |
PC68 | 0.353 | 0.002 | 0.994 | 0.125 |
PC69 | 0.329 | 0.001 | 0.995 | 0.108 |
PC70 | 0.299 | 0.001 | 0.997 | 0.089 |
PC71 | 0.280 | 0.001 | 0.998 | 0.078 |
PC72 | 0.271 | 0.001 | 0.998 | 0.074 |
PC73 | 0.226 | 0.001 | 0.999 | 0.051 |
PC74 | 0.162 | 0.000 | 0.999 | 0.026 |
PC75 | 0.149 | 0.000 | 1.000 | 0.022 |
PC76 | 0.122 | 0.000 | 1.000 | 0.015 |
PC77 | 0.077 | 0.000 | 1.000 | 0.006 |
PC78 | 0.068 | 0.000 | 1.000 | 0.005 |
PC79 | 0.043 | 0.000 | 1.000 | 0.002 |
PC80 | 0.000 | 0.000 | 1.000 | 0.000 |
PC81 | 0.000 | 0.000 | 1.000 | 0.000 |