Estimation of covariance matrices based on hierarchical inverse-Wishart priors

Mathilde Bouriga, Olivier Féron

This paper focuses on Bayesian shrinkage for covariance matrix estimation. We examine posterior properties and frequentist risks of Bayesian estimators based on new hierarchical in…