Eigenvector distributions and optimal shrinkage estimators for large covariance and precision matrices

Xiucai Ding, Yun Li, Fan Yang

This paper focuses on investigating Stein's invariant shrinkage estimators for large sample covariance matrices and precision matrices in high-dimensional settings. We consider mod…