Bayesian Variable Selection in Multivariate Regression Under Collinearity in the Design Matrix

Joyee Ghosh, Xun Li

We consider the problem of variable selection in Bayesian multivariate linear regression models, involving multiple response and predictor variables, under multivariate normal erro…