Table 3 Multiple stepwise regression analysis for prediction formulas of SS, PT, TPA and SVA.
Model | Variables | Unstandardized coefficients | Standardized coefficients | T | P value | VIF | Adjusted R2 | |
|---|---|---|---|---|---|---|---|---|
B | Standard error | Beta | ||||||
SS | (Constant) | − 12.791 | 3.102 | − | − 4.123 | < 0.001 | – | 68.3% |
LL | − 0.765 | 0.064 | − 1.146 | − 11.899 | < 0.001 | 2.463 | ||
PI-LL | 0.357 | 0.071 | 0.487 | 5.054 | < 0.001 | 2.463 | ||
PT | (Constant) | 12.108 | 3.206 | – | 3.777 | < 0.001 | – | 56.8% |
PI-LL | 0.402 | 0.046 | 0.644 | 8.717 | < 0.001 | 1.062 | ||
PI | 0.252 | 0.067 | 0.277 | 3.751 | < 0.001 | 1.062 | ||
TPA | (Constant) | 0.225 | 2.133 | – | 0.105 | 0.916 | – | 87.4% |
PT | 0.597 | 0.071 | 0.519 | 8.452 | < 0.001 | 2.431 | ||
PI-LL | 0.464 | 0.065 | 0.642 | 7.147 | < 0.001 | 5.207 | ||
LL | − 0.161 | 0.044 | − 0.245 | − 3.616 | 0.001 | 2.969 | ||
SVA | (Constant) | 36.157 | 24.917 | – | 1.451 | 0.151 | – | 41.5% |
PI-LL | 2.790 | 0.427 | 0.790 | 6.533 | < 0.001 | 2.001 | ||
Age | 1.657 | 0.580 | 0.250 | 2.857 | 0.005 | 1.051 | ||
PT | − 1.813 | 0.693 | − 0.322 | − 2.617 | 0.011 | 2.072 | ||