Table 3 Binomial logistic regression model comparisons for Version A and Version B on sample subset.
Model | Log Likelihood | AIC | BIC | Pseudo-R2 | Likelihood ratio test |
|---|---|---|---|---|---|
A_GLM0 | −889.49 | 1783.0 | 1793.5 | 0.23 | Model χ2(3) = 761.89, P < .001 Model χ2(1) = 0.24, P = .622 |
A_GLM1 | −508.55 | 1027.1 | 1053.3 | 0.79 | |
A_GLM2 | −508.43 | 1028.9 | 1060.3 | 0.79 | |
B_GLM0 | −928.96 | 1861.9 | 1872.4 | 0.07 | Model χ2(3) = 261.54, P < .001 Model χ2(1) = 5.85, P = .016 |
B_GLM1 | −798.19 | 1606.4 | 1632.6 | 0.32 | |
B_GLM2 | −795.27 | 1602.5 | 1634 | 0.32 | |
B_GLMc0 | −840.60 | 1685.2 | 1695.7 | 0.18 | Model χ2(3) = 465.76, P < .001 Model χ2(1) = 0.11, P = .744 |
B_GLMc1 | −653.92 | 1317.8 | 1344.1 | 0.49 | |
B_GLMc2 | −653.87 | 1319.7 | 1351.2 | 0.49 |
