GRASP: Grouped Regression with Adaptive Shrinkage Priors

Shu Yu Tew, Daniel F. Schmidt, Mario Boley

We introduce GRASP, a simple Bayesian framework for regression with grouped predictors, built on the normal beta prime (NBP) prior. The NBP prior is an adaptive generalization of t…