Adaptive Shrinkage with a Nonparametric Bayesian Lasso

Santiago Marin, Bronwyn Loong, Anton H. Westveld

Modern approaches to perform Bayesian variable selection rely mostly on the use of shrinkage priors. That said, an ideal shrinkage prior should be adaptive to different signal leve…