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

preprint2020arXivOpen access

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:=E∣Hij∣2s_{ij}:=\mathbb{E} |H_{ij}|^2, satisfies ∑i=1Nsij=1\sum_{i=1}^Ns_{ij}=1, for all 1≤j≤N1 \leq j \leq N and c−1≤Nsij≤cc^{-1} \leq N s_{ij} \leq c for all 1≤i,j≤N 1 \leq i,j \leq N with some constant c≥1c \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.

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