Table 1.
Model comparison. Deviance information criterion (DIC) and Watanabe–Akaike information criterion (WAIC) for disease models. Lower values indicate improved parsimony. Full, joint disease model (Model5) exhibited the best parsimony.
| Model | DIC | WAIC | Description |
|---|---|---|---|
| Model1 | 65491 | 65690 | Non-spatiotemporal (All fixed covariates) |
| Model2 | 40699 | 40355 | Spatiotemporal (No fixed covariates) |
| Model3 | 40281 | 39798 | Individual Neuroinvasive (All covariates) |
| Model4 | 55937 | 55889 | Joint Disease (No fixed effects) |
| Model5 | 38680 | 38082 | Full Joint Disease (All covariates) |