A Bayesian Generalized Bridge Regression Approach to Covariance Estimation in the Presence of Covariates

Christina Zhao, Ding Xiang, Galin L. Jones +1

A hierarchical Bayesian approach that permits simultaneous inference for the regression coefficient matrix and the error precision (inverse covariance) matrix in the multivariate l…