Constrained Bayesian Hierarchical Models for Gaussian Data: A Model Selection Criterion Approach

Qingying Zong, Jonathan R. Bradley

Consider the setting where there are B>1 candidate statistical models, and one is interested in model selection. Two common approaches to solve this problem are to select a single…