Affine equivariant Tyler's M-estimator applied to tail parameter learning of elliptical distributions

Esa Ollila, Daniel P. Palomar, Frederic Pascal

We propose estimating the scale parameter (mean of the eigenvalues) of the scatter matrix of an unspecified elliptically symmetric distribution using weights obtained by solving Ty…