Hierarchical Bayesian Analysis Using Monte Carlo Integration: Computing Posterior Distributions When There are Many Possible Models

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Abstract
A Bayesian approach allows the statistician to compute the posterior probability for each model in a set of possible models and therefore to retain consideratio...