On a Class of Shrinkage Priors for Covariance Matrix Estimation

Hao Wang, Natesh S. Pillai

We propose a flexible class of models based on scale mixture of uniform distributions to construct shrinkage priors for covariance matrix estimation. This new class of priors enjoy…