Large Dimensional Analysis and Optimization of Robust Shrinkage Covariance Matrix Estimators

Romain Couillet, Matthew R. McKay

This article studies two regularized robust estimators of scatter matrices proposed (and proved to be well defined) in parallel in (Chen et al., 2011) and (Pascal et al., 2013), ba…