Spectrum estimation for large dimensional covariance matrices using random matrix theory

Noureddine El Karoui

Estimating the eigenvalues of a population covariance matrix from a sample covariance matrix is a problem of fundamental importance in multivariate statistics; the eigenvalues of c…