Comparison of the results of the Poisson log-linear models with and without the two significant covariates (repairs required and median income)
| Models* | ||||
| Model 1 without covariates | Model 2 repairs required | Model 3 median income | Model 4 repairs required and median income | |
| DIC | 1553.500 | 1551.300 | 1551.590 | 1549.510 |
| Posterior means of regression coefficients (95% CI) | ||||
| Alpha (β0 ) | −0.171 (−0.300 to −0.048) | −0.584 (−0.866 to −0.282) | −0.165 (−0.289 to −0.044) | −0.579 (−0.883 to −0.272) |
| Repairs required | N/A | 1.241 (0.431 to 1.978) | N/A | 1.234 (0.408 to 2.041) |
| Median income | N/A | N/A | 0.018 (0.001 to 0.035) | 0.019 (0.003 to 0.035) |
↵* All of the four Poisson log-linear models include spatial and non-spatial random effects.
DIC, deviance information criterion.