Goodness of fit | Discrimination | Calibration | Validation | |||||||
Model | −2LLH | AIC | R2 | AUC | DS | Intercept | Slope | HLp | R2 boot | AUC boot |
1 | 94.46 | 98.46 | 0.02 | 0.58 | 0.01 | 2.09 | 2.46 | 0.75 | 0.00 | 0.54 |
2–3 | 81.80 | 87.80 | 0.22 | 0.71 | 0.14 | −0.04 | 0.94 | 1.00 | 0.17 | 0.70 |
4 | 80.59 | 88.59 | 0.23 | 0.71 | 0.15 | −0.15 | 0.87 | 0.45 | 0.17 | 0.69 |
5 | 79.82 | 87.82 | 0.24 | 0.79 | 0.16 | −0.14 | 0.86 | 0.42 | 0.18 | 0.76 |
6 | 78.03 | 88.03 | 0.27 | 0.78 | 0.17 | −0.22 | 0.81 | 0.46 | 0.18 | 0.74 |
−2LLH = −2 loglikelihood; R2 = Nagelkerke R2; DS = discrimination slope; HLp = Hosmer–Lemeshow P value; boot = internal validated with bootstrapping.