2026-07-072026-07-07http://salesiana.dossiersoluciones.com/handle/123456789/68943Let $U_n$ be an $n \times n$ Haar unitary matrix. In this paper, the asymptotic normality and independence of $\Tr U_n, \Tr U_n^2, ..., \Tr U_n^k$ are shown by using elementary methods. More generally, it is shown that the renormalized truncated Haar unitaries converge to a Gaussian random matrix in distribution.Probability60F05; 15A52On asymptotics of large Haar distributed unitary matricestext