113 citations · 238 across the 3 of their papers we have counts for
3 papers
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…
Consistency of objective Bayes factors as the model dimension grows
Elías Moreno, F. Javier Girón, George Casella
In the class of normal regression models with a finite number of regressors, and for a wide class of prior distributions, a Bayesian model selection procedure based on the Bayes fa…
Consistency of Bayesian procedures for variable selection
George Casella, F. Javier Girón, M. Lina Martínez +1
It has long been known that for the comparison of pairwise nested models, a decision based on the Bayes factor produces a consistent model selector (in the frequentist sense). Here…