Bayesian Variable Selection and Sparse Estimation for High-Dimensional Graphical Models

Anwesha Chakravarti, Naveen N. Narishetty, Feng Liang

We introduce a novel Bayesian approach for both covariate selection and sparse precision matrix estimation in the context of high-dimensional Gaussian graphical models involving mu…