Table 2. Model comparison and model fitness.
Parameter | Standard logistic regression model | Null model | Mixed-effect logistic regression model |
---|---|---|---|
LLR | -47182.02 | -47117.89 | |
Deviance | 94364.04 | 94235.6 | |
ICC | 18.9% (95% CI: 15.3%, 23.3%) | ||
MOR | 1.61 (1.57, 1.65) | ||
LR-test | LR test vs. logistic model: chibar2(01) = 245.15 Prob > = chibar2 = 0.001 |
ICC: Intra-class Correlation Coefficient, LLR: Log-likelihood Ratio, LR: Likelihood Ratio, MOR: Median Odds Ratio