Tests for large-dimensional shape matrices via Tyler’s M estimators

Abstract

Tyler’s M estimator, as a robust alternative to the sample covariance matrix, has been widely applied in robust statistics. However, classical theory on Tyler’s M estimator is mainly developed in t...