Posterior Model Consistency in Variable Selection as the Model Dimension Grows

Elías Moreno, Javier Girón, George Casella

Most of the consistency analyses of Bayesian procedures for variable selection in regression refer to pairwise consistency, that is, consistency of Bayes factors. However, variable…