Table 5.
The comparison of the AIC between the Cox proportional hazard model and shared frailty parametric model
| Model types | Baseline hazard distribution | Frailty distribution | AIC | BIC | LR |
|---|---|---|---|---|---|
| Semiparametric | Cox | NA | 34166.15 | 34167.50 | −17080.075 |
| Gamma | 31189.4 | 31194.75 | −15593.7 | ||
| Flexible parametric | Roston and Mambert | NA | 165689.3 | 165753.4 | −82838.7 |
| Flexible parametric | Roston and Mambert | Gamma | 161,296 | 161541.5 | −80,625 |
| Parametric | Exponential | Gamma | 14426.89 | 14451.44 | −7210.45 |
| Lognormal | 14423.66 | 14448.2 | −7208.83 | ||
| I. gaussian | 14424.69 | 14449.23 | −7209.34 | ||
| Stable positive | 14445.91 | 14470.46 | −7219.96 | ||
| NA (UAPHM) | 14574.21 | 14590.58 | −7285.11 |
NA no specific distribution (without frailty term), AIC Akaike Information Criteria, BIC Bayesian Information Criteria, LR Loglikelihood Ratio, I.gaussian inverse gaussian