Bayesian Variable Selection for Multi-Outcome Models Through Shared Shrinkage

Debamita Kundu, Riten Mitra, Jeremy T. Gaskins

Variable selection over a potentially large set of covariates in a linear model is quite popular. In the Bayesian context, common prior choices can lead to a posterior expectation…