On the Law of Addition of Random Matrices: Covariance of Traces of Resolvent for Random Summands

摘要

We consider the ensemble of n￡n random matrices Hn = An+Un?BnUn, where An and Bn are random Hermitian (real symmetric) matrices, having the limiting Normalized Counting Measures of eigenvalues, and Un is unitary (orthogonal) uniformly distributed over U(n) (O(n)). We find the leading term of the asymptotic expansion of covariance of traces of resolvent of Hn and establish the Central Limit Theorem for linear eigenvalue statistics of Hn as n ? 8.