Optimal Bounds for Tyler's M-Estimator for Elliptical Distributions

Lap Chi Lau, Akshay Ramachandran

A fundamental problem in statistics is estimating the shape matrix of an Elliptical distribution. This generalizes the familiar problem of Gaussian covariance estimation, for which…