Bayesian iterative screening in ultra-high dimensional linear regressions

Run Wang, Somak Dutta, Vivekananda Roy

Variable selection in ultra-high dimensional linear regression is often preceded by a screening step to significantly reduce the dimension. Here we develop a Bayesian variable scre…