Regularized Tyler's Scatter Estimator: Existence, Uniqueness, and Algorithms

Ying Sun, Prabhu Babu, Daniel P. Palomar

This paper considers the regularized Tyler's scatter estimator for elliptical distributions, which has received considerable attention recently. Various types of shrinkage Tyler's…