Bayesian Ultrahigh-Dimensional Screening Via MCMC

Zuofeng Shang, Ping Li

We explore the theoretical and numerical property of a fully Bayesian model selection method in sparse ultrahigh-dimensional settings, i.e., $p\gg n$, where $p$ is the number of co…