The largest eigenvalues of sample covariance matrices for a spiked population: diagonal case

Delphine Féral, Sandrine Péché

We consider large complex random sample covariance matrices obtained from "spiked populations", that is when the true covariance matrix is diagonal with all but finitely many eigen…