Multi-Point Functional Central Limit Theorem for Wigner Matrices
Probability
2026-01-07 v1 Mathematical Physics
math.MP
Abstract
Consider the random variable where is an Hermitian Wigner matrix, , and choose (possibly -dependent) regular functions as well as bounded deterministic matrices . We give a functional central limit theorem showing that the fluctuations around the expectation are Gaussian. Moreover, we determine the limiting covariance structure and give explicit error bounds in terms of the scaling of and the number of traceless matrices among , thus extending the results of [Cipolloni, Erd\H{o}s, Schr\"oder 2023] to products of arbitrary length . As an application, we consider the fluctuation of around its thermal value when is large and give an explicit formula for the variance.
Cite
@article{arxiv.2307.11028,
title = {Multi-Point Functional Central Limit Theorem for Wigner Matrices},
author = {Jana Reker},
journal= {arXiv preprint arXiv:2307.11028},
year = {2026}
}
Comments
48 pages (including appendix)