Table 5 Deviance information criteria for independent modeling and multivariate modeling (M-based BYM) of the Bayesian models
| Â | Deviance information criteria | |||||
|---|---|---|---|---|---|---|
Modeling | α(+βχ ι ) | \( \alpha +{\mathbf{\mathcal{V}}}_i\left(+\beta {\chi}_{\iota}\right) \) | \( \alpha +{\mathbf{\mathcal{U}}}_i\left(+\beta {\chi}_{\iota}\right) \) | \( \alpha +{\mathbf{\mathcal{U}}}_i+{\mathbf{\mathcal{V}}}_i\left(+\beta {\chi}_{\iota}\right) \) | M-based BYM with fixed effects | M-based BYM with random effects |
Without covariate | 8141.7 | 8006.8 | 7969.5 | 7961.4 | 6947.84 | 7131.05 |
With covariate | 8051.9 | 7941.5 | 7895 | 7900 | Â | Â |