English

Gaussian fluctuations for products of random matrices

Probability 2020-10-20 v3 Mathematical Physics Functional Analysis math.MP Representation Theory

Abstract

We study global fluctuations for singular values of MM-fold products of several right-unitarily invariant N×NN \times N random matrix ensembles. As NN \to \infty, we show the fluctuations of their height functions converge to an explicit Gaussian field, which is log-correlated for MM fixed and has a white noise component for MM \to \infty jointly with NN. 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