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math.ST2010★ 95 cited
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…
math.ST2009★ 113 cited
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…