Bayesian Multiplicity Correction in the Probabilistic Forward Stepwise Framework

Andrew Womack, Daniel Taylor-Rodriguez

We develop a natural Bayesian multiplicity-correcting prior distribution within the probabilistic forward stepwise representation of model space priors for regression problems. The…