Table 9.
The final Sasang Health Index (SHIsum) based on the LASSO regression method, with the determination coefficient (R-square and adj. R-square) based on a 10-fold cross-validation test.
| TE | SE | SY | ||||
|---|---|---|---|---|---|---|
| β (s.e) | P value | β (s.e) | P value | β (s.e) | P value | |
| (Intercept) | −279.8 (75.7) | 0.0029** | −187.6 (69.8) | 0.0138* | −305.3 (192.3) | 0.1181 |
| Facial score | 1.298 (0.668) | 0.0587 | 0.886 (0.410) | 0.0424* | 1.710 (0.571) | 0.0041** |
| Pulse score | 0.784 (0.404) | 0.0589 | 0.787 (0.698) | 0.2720 | 0.193 (1.887) | 0.9191 |
| Skin score | 0.580 (0.431) | 0.1855 | — | — | 0.549 (1.368) | 0.6895 |
| Voice score | 1.385 (0.285) | 0.0000*** | — | — | 2.367 (1.175) | 0.0487* |
| Questionnaire score | 0.233 (0.383) | 0.5463 | 0.874 (0.269) | 0.0039** | 1.609 (0.385) | 0.0090** |
|
| ||||||
| R-square | 0.58 | 0.65 | 0.38 | |||
| Adj. R-square | 0.51 | 0.56 | 0.30 | |||
Corrected by age and BMI, *P < 0.05, **P < 0.05, and ***P < 0.005.