The Concept of Sasang Health Index and Constitution-Based Health Assessment: An Integrative Model with Computerized Four Diagnosis Methods
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.
