Table 2 Deviance Information Criterion for the three models.
Model | E(D) | D(E) | pD | DIC |
---|---|---|---|---|
BYM | 8114 | 7522 | 592 | 8706 |
Lawson | 8058 | 7436 | 622 | 8680 |
ZIP | 8206 | 7698 | 508 | 8714 |
BYM, Besag, York and Molliè; D(E), deviance evaluated with respect to expected values; DIC, Deviance Information Criterion; E(D), expected deviance; pD, number of effective model parameters = E(D) – D(E); ZIP, zero‐inflated Poisson.
DIC = goodness‐of‐fit (E(D)) + model complexity (pD). Model selection criteria.