Posterior propriety and admissibility of hyperpriors in normal hierarchical models

James O. Berger, William Strawderman, Dejun Tang

Hierarchical modeling is wonderful and here to stay, but hyperparameter priors are often chosen in a casual fashion. Unfortunately, as the number of hyperparameters grows, the effe…