Covariance estimation for distributions with $2+\epsilon$ moments

Nikhil Srivastava, Roman Vershynin

We study the minimal sample size N=N(n) that suffices to estimate the covariance matrix of an n-dimensional distribution by the sample covariance matrix in the operator norm, with…