Table 4. Model comparison for the evaluation of additivity of anemia and renal impairment.
Model | AIC | χ2-statistic of model | p>χ2 of model | χ2-statistic of comparison | p>χ2 of comparison |
1) Anemia only | 6777.29 | LR χ2 (1): 75.81 | <0.001 | LR χ2 (1) model 1 vs. null model: 75.81 | <0.001 |
2) Renal impairment only | 6750.89 | LR χ2 (1): 102.21 | <0.001 | LR χ2 (1) model 2 vs. null model: 102.21 | <0.001 |
3) Additive effect of anemia and renal impairment | 6707.43 | LR χ2 (2): 147.67 | <0.001 | LR χ2 (1) model 3 vs. model 2: 45.46 | <0.001 |
4) Multiplicative interaction: anemia x renal impairment | 6709.37 | LR χ2 (3): 147.73 | <0.001 | LR χ2 (1) model 4 vs. model 3: 0.06 | 0.810 |
The first two models are compared to the null model, while model 3 is compared to model 2 (higher χ2-statistic as model 1) and model 4 to model 3 (higher χ2-statistic as model 2).