Model Based Screening Embedded Bayesian Variable Selection for Ultra-high Dimensional Settings

Dongjin Li, Somak Dutta, Vivekananda Roy

We develop a Bayesian variable selection method, called SVEN, based on a hierarchical Gaussian linear model with priors placed on the regression coefficients as well as on the mode…