On the largest eigenvalue of Wishart matrices with identity covariance when n, p and p/n tend to infinity

Noureddine El Karoui

Let X be a n*p matrix and l_1 the largest eigenvalue of the covariance matrix X^{*}*X. The "null case" where X_{i,j} are independent Normal(0,1) is of particular interest for princ…