Table 6.
OPLS (Predictive Component) |
Multiple Regression |
|||||||||
---|---|---|---|---|---|---|---|---|---|---|
Variable | Variable Importance | t-Statistics | Component Loading | t-Statistics | R a | Regression Coefficient | t-Statistics | |||
DHEA | 0.737 | 3.04 | ** | 0.368 | 5.37 | 0.667 | ** | 0.056 | 2.72 | * |
DHEA sulfate | 0.907 | 3.42 | ** | 0.431 | 14.40 | 0.783 | ** | 0.068 | 3.21 | ** |
Androstenediol | 0.533 | 1.93 | * | 0.283 | 4.15 | 0.513 | ** | 0.040 | 2.46 | * |
Androsterone sulfate | 1.116 | 6.79 | ** | 0.428 | 12.16 | 0.778 | ** | 0.084 | 5.63 | ** |
Epiandrosterone | 1.383 | 5.35 | ** | 0.426 | 10.60 | 0.773 | ** | 0.104 | 5.53 | ** |
Epiandrosterone sulfate | 1.129 | 5.90 | ** | 0.465 | 17.83 | 0.845 | ** | 0.085 | 3.84 | ** |
5β-Androstane-3α,17β-diol | 0.957 | 2.90 | * | 0.250 | 2.87 | 0.453 | * | 0.072 | 2.17 | * |
TDDS, Pathogen disgust, trimester 3 | 1.000 | 6.00 | 0.361 | ** | ||||||
Explained variability | 13% (11.1% after cross-validation) |
a R. Component loadings expressed as correlation coefficients with predictive component, * p < 0.05, ** p < 0.01.