On fluctuations of global and mesoscopic linear eigenvalue statistics of generalized Wigner matrices
Probability
2020-08-20 v3
Abstract
We consider an by real or complex generalized Wigner matrix , whose entries are independent centered random variables with uniformly bounded moments. We assume that the variance profile, , satisfies , for all and for all with some constant . We establish Gaussian fluctuations for the linear eigenvalue statistics of on global scales, as well as on all mesoscopic scales up to the spectral edges, with the expectation and variance formulated in terms of the variance profile. We subsequently obtain the universal mesoscopic central limit theorems for the linear eigenvalue statistics inside the bulk and at the edges respectively.
Keywords
Cite
@article{arxiv.2001.08725,
title = {On fluctuations of global and mesoscopic linear eigenvalue statistics of generalized Wigner matrices},
author = {Yiting Li and Yuanyuan Xu},
journal= {arXiv preprint arXiv:2001.08725},
year = {2020}
}
Comments
Shortened the statement with refined proof. Updated the references and corrected some typos