Table 5.
Model comparison using deviance information criterion (DIC). {D = 0} implies D11 = D12 = D22 = 0 which implies no subject-specific biases (no heterogeneity) in the FFQ or 24-hour recall. Δ̄ is the posterior mean of minus twice the log likelihood, pδ is the effective number of parameters, Δ* is minus twice the log likelihood evaluated at the posterior means of the parameters, and DIC = Δ̄ + pδ.
| Model | Δ̄ | Pδ | Δ* | DIC |
|---|---|---|---|---|
| CM1 + {D = 0} | 8841.5 | 2893.3 | 5948.2 | 11734.8 |
| CM1 | 8836.9 | 3053.2 | 5783.7 | 11890.1 |
| CM2 | 8834.0 | 3052.2 | 5781.9 | 11886.3 |
| CM3 | 8836.6 | 3055.1 | 5781.5 | 11891.7 |