Table 2.
Different statistics used to determine number of factors (protein components) based on SVD.
No. factors | log10(eig) | log10(REV) | RSD | RMS | chiR | RPV |
---|---|---|---|---|---|---|
1 | 3.490 | −0.980 | 0.376 | 0.091 | 3189.795 | 7.305 |
2 | 2.369 | −2.090 | 0.074 | 0.018 | 124.265 | 0.285 |
3 | 0.575 | −3.873 | 0.058 | 0.014 | 75.005 | 0.172 |
4 | 0.446 | −3.990 | 0.041 | 0.010 | 38.414 | 0.088 |
5a | −0.008 | −4.434 | 0.034 | 0.008 | 25.602 | 0.059 |
6 | −0.173 | −4.585 | 0.027 | 0.007 | 16.802 | 0.038 |
7 | −0.562 | −4.962 | 0.024 | 0.006 | 13.212 | 0.030 |
8 | −0.681 | −5.067 | 0.022 | 0.005 | 10.478 | 0.024 |
9 | −0.833 | −5.207 | 0.019 | 0.005 | 8.555 | 0.020 |
10 | 3.490 | −0.980 | 0.376 | 0.091 | 3189.795 | 7.305 |
Optimum number of factors.