Table 3 Univariate and multivariate outcomes of the random effects meta-regression
Variables | Univariate analysis | Multivariate analysis | ||||||
|---|---|---|---|---|---|---|---|---|
Coeff | SE | P | 95%CI | Coeff | SE | P | 95%CI | |
Boosting | 1.01 | 0.53 | 0.073 | (-0.10, 2.12) | 0.69 | 0.51 | 0.196 | (-0.40, 1.78) |
LR | 0.22 | 0.52 | 0.670 | (-0.87, 1.33) | 0.01 | 0.47 | 0.987 | (-1.00, 1.02) |
RF | 0.27 | 0.56 | 0.636 | (-0.94, 1.44) | 0.06 | 0.51 | 0.908 | (-1.03, 1.15) |
Sample size | 0.83 | 0.31 | 0.016 | (0.17, 1.48) | -0.89 | 0.96 | 0.365 | (-2.93, 1.14) |
Outcome | 0.26 | 0.34 | 0.443 | (-0.43, 0.96) | 0.79 | 0.34 | 0.036 | (0.06, 1.52) |
Age group | 0.16 | 0.18 | 0.394 | (-0.22, 0.53) | 0.27 | 0.17 | 0.134 | (-0.09, 0.63) |
Publication year | -0.39 | 0.17 | 0.037 | (-0.75, -0.02) | -0.89 | 0.50 | 0.099 | (-1.97, 0.19) |