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The nma_dic class contains details of the Deviance Information Criterion (DIC), produced using the dic() function.

Details

Objects of class nma_dic have the following components:

dic

The DIC value

pd, pv

The effective number of parameters

resdev

The total residual deviance

pointwise

A list of data frames containing the pointwise contributions for the IPD and AgD.

resdev_array

A 3D MCMC array [Iterations, Chains, Parameters] of posterior residual deviance samples.