Sketching in Bayesian High Dimensional Regression With Big Data Using Gaussian Scale Mixture Priors

Rajarshi Guhaniyogi, Aaron Scheffler

Bayesian computation of high dimensional linear regression models with a popular Gaussian scale mixture prior distribution using Markov Chain Monte Carlo (MCMC) or its variants can…