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. Author manuscript; available in PMC: 2008 Jun 26.
Published in final edited form as: J Am Stat Assoc. 2007;102(479):856–866. doi: 10.1198/016214506000000771

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