Spike-and-Slab Group Lassos for Grouped Regression and Sparse Generalized Additive Models

Ray Bai, Gemma E. Moran, Joseph Antonelli +2

We introduce the spike-and-slab group lasso (SSGL) for Bayesian estimation and variable selection in linear regression with grouped variables. We further extend the SSGL to sparse…