Posterior consistency in multi-response regression models with non-informative priors for the error covariance matrix in growing dimensions

Partha Sarkar, Kshitij Khare, Malay Ghosh

The Inverse-Wishart (IW) distribution is a standard and popular choice of priors for covariance matrices and has attractive properties such as conditional conjugacy. However, the I…