English

On fluctuations of global and mesoscopic linear eigenvalue statistics of generalized Wigner matrices

Probability 2020-08-20 v3

Abstract

We consider an NN by NN real or complex generalized Wigner matrix HNH_N, whose entries are independent centered random variables with uniformly bounded moments. We assume that the variance profile, sij:=EHij2s_{ij}:=\mathbb{E} |H_{ij}|^2, satisfies i=1Nsij=1\sum_{i=1}^Ns_{ij}=1, for all 1jN1 \leq j \leq N and c1Nsijcc^{-1} \leq N s_{ij} \leq c for all 1i,jN 1 \leq i,j \leq N with some constant c1c \geq 1. We establish Gaussian fluctuations for the linear eigenvalue statistics of HNH_N 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