Bayesian Tests and Model Diagnostics in Conditionally Independent Hierarchical Models

Abstract

Consider the conditionally independent hierarchical model (CIHM) where observations y i are independently distributed from f (y i j i), the parameters i are independently distributed from distributions g(j), and the hyperparameters are distributed according to a distribution h(). The posterior distribution of all parameters of the CIHM can be eeciently… (More)

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