Let be a complex random variable such that , , . Let , be independet copies of . Let , be a random matrix. Writing for the adjoint matrix of , consider the product with some . The matrix is Hermitian positive semi-definite. Let be eigenvalues of (or squared singular values of the matrix ). In this paper we find the asymptotic distribution function of the empirical distribution function where stands for the indicator function of event . The moments of satisfy In Free Probability Theory are known as Fuss–Catalan numbers. With our result turns to a well known result of Marchenko–Pastur 1967.

生成讲解博客的中文版本

生成AI智能校验的中文版本