Inferences in Bayesian variable selection problems with large model spaces

Gonzalo Garcia-Donato, Miguel Angel Martinez-Beneito

An important aspect of Bayesian model selection is how to deal with huge model spaces, since exhaustive enumeration of all the models entertained is unfeasible and inferences have…