Gaussian fluctuations for products of random matrices
Abstract
We study global fluctuations for singular values of -fold products of several right-unitarily invariant random matrix ensembles. As , we show the fluctuations of their height functions converge to an explicit Gaussian field, which is log-correlated for fixed and has a white noise component for jointly with . Our technique centers on the study of the multivariate Bessel generating functions of these spectral measures, for which we prove a central limit theorem for global fluctuations via certain conditions on the generating functions. We apply our approach to a number of ensembles, including square roots of Wishart, Jacobi, and unitarily invariant positive definite matrices with fixed spectrum, using a detailed asymptotic analysis of multivariate Bessel functions to verify the necessary conditions.
Keywords
Cite
@article{arxiv.1812.06532,
title = {Gaussian fluctuations for products of random matrices},
author = {Vadim Gorin and Yi Sun},
journal= {arXiv preprint arXiv:1812.06532},
year = {2020}
}
Comments
69 pages, 3 figures; v2: fix minor typos; v3: journal version, to appear in AJM