Table 4.
OPLS (Predictive Component) |
Multiple Regression |
|||||||||
---|---|---|---|---|---|---|---|---|---|---|
Variable | Variable Importance | t-Statistics | Component Loading | t-Statistics | R a | Regression Coefficient | t-Statistics | |||
Testosterone | 0.521 | 1.94 | * | 0.137 | 1.27 | 0.195 | 0.056 | 1.71 | ||
5α-Dihydrotestosterone | 0.896 | 3.30 | ** | 0.331 | 6.40 | 0.468 | ** | 0.097 | 2.45 | * |
Estradiol | 0.766 | 2.72 | * | 0.168 | 2.53 | 0.231 | * | 0.083 | 2.66 | * |
5β,20α-Tetrahydroprogesterone | 1.127 | 3.50 | ** | −0.326 | −2.76 | −0.462 | * | −0.122 | −3.41 | ** |
5β-Pregnane-3α,17α,20α-triol | 0.792 | 2.11 | * | 0.494 | 9.74 | 0.698 | ** | 0.086 | 1.98 | * |
Conjugated 5α-androstane-3β,17β-diol | 1.565 | 5.93 | ** | 0.567 | 8.51 | 0.800 | ** | 0.169 | 6.74 | ** |
5α-Androstane-3,17-dione | 0.996 | 6.58 | ** | 0.504 | 10.66 | 0.712 | ** | 0.108 | 4.69 | ** |
TDDS, Pathogen disgust, trimester 1 | 1.000 | 4.38 | 0.407 | ** | ||||||
Explained variability | 16.6% (13.5% after cross-validation) |
a R. Component loadings expressed as correlation coefficients with predictive component, * p < 0.05, ** p < 0.01.