On the convergence of the extremal eigenvalues of empirical covariance matrices with dependence

Djalil Chafaï, Konstantin Tikhomirov

Consider a sample of a centered random vector with unit covariance matrix. We show that under certain regularity assumptions, and up to a natural scaling, the smallest and the larg…