Table 3.
Clinical model | Treatment-adjusted model | ||||||||
---|---|---|---|---|---|---|---|---|---|
| |||||||||
Covariates | Rank | AIC | LRT | P-value | Covariates | Ran k |
AIC | LRT | P-value |
Hospital | 1 | 130132 | 65.61 | <0.0001 | Hospital | 1 | 129913.1 | 80.4 | <0.0001 |
Stage | 2 | 129653.44 | 820.99 | <0.0001 | Stage | 2 | 129068.52 | 682.85 | <0.0001 |
Year | 3 | 129253.6 | 425.15 | <0.0001 | Year | 3 | 128732.12 | 356.45 | <0.0001 |
Age | 4 | 128988.4 | 151.94 | <0.0001 | Brachytherapy | 4 | 128670.9 | 281.23 | <0.0001 |
Race | 5 | 128926.02 | 89.55 | <0.0001 | Chemotherapy | 5 | 128536.3 | 148.64 | <0.0001 |
Insurance status | 6 | 128911.56 | 77.1 | <0.0001 | Race | 6 | 128473.24 | 89.57 | <0.0001 |
Histology | 7 | 128890.16 | 51.7 | <0.0001 | Age | 7 | 128461.02 | 77.36 | <0.0001 |
Grade | 8 | 128888.34 | 49.88 | <0.0001 | Grade | 8 | 128439.54 | 53.88 | <0.0001 |
Hospital volume | 9 | 128849.1 | 6.65 | 0.01 | Insurance status | 9 | 128436.56 | 54.89 | <0.0001 |
Hospital type | 10 | 128841.56 | 1.11 | 0.57 | Histology | 10 | 128431.18 | 45.51 | <0.0001 |
Hospital region | 11 | 128840.86 | 2.41 | 0.49 | Hospital volume | 11 | 128391 | 1.32 | 0.25 |
Hospital type | 12 | 128388.38 | 0.71 | 0.70 | |||||
Hospital Region | 13 | 128386.08 | 0.41 | 0.94 |
AIC, Alkaike information criterion. LRT, likelihood ratio test.
The null model has an AIC of 114468.18. AIC was calculated as minus twice log likelihood plus 2 df. The LRT compares the full model (including all variables) with a reduced model omitting 1 variable at a time. The higher the AIC, the greater importance of the omitted variable.