Robust $M$-Estimation of Scatter Matrices via Precision Structure Shrinkage

Soma Nikai, Yuichi Goto, Koji Tsukuda

Maronna's and Tyler's $M$-estimators are among the most widely used robust estimators for scatter matrices. However, when the dimension of observations is relatively high, their pe…