Scalable Bayesian inference on high-dimensional multivariate linear regression

Xuan Cao, Kyoungjae Lee

We consider jointly estimating the coefficient matrix and the error precision matrix in high-dimensional multivariate linear regression models. Bayesian methods in this context oft…