Objective Model Prior Probabilities in Variable Selection

James Berger, Gonzalo García-Donato, Elías Moreno +1

For many years it was routine to use equal model prior probabilities in Bayesian model uncertainty analysis. At least twenty years ago it became clear that this was problematic, le…