Robust Estimates of Covariance Matrices in the Large Dimensional Regime

Romain Couillet, Frederic Pascal, Jack W. Silverstein

This article studies the limiting behavior of a class of robust population covariance matrix estimators, originally due to Maronna in 1976, in the regime where both the number of a…