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Mesoscopic linear statistics of Wigner matrices of mixed symmetry class

Probability 2019-03-27 v3 Mathematical Physics math.MP

Abstract

We prove a central limit theorem for the mesoscopic linear statistics of N×NN\times N Wigner matrices HH satisfying EHij2=1/N\mathbb{E}|H_{ij}|^2=1/N and EHij2=σ/N\mathbb{E} H_{ij}^2= \sigma /N, where σ[1,1]\sigma \in [-1,1]. We show that on all mesoscopic scales η\eta (1/Nη11/N \ll \eta \ll 1), the linear statistics of HH have a sharp transition at 1ση1-\sigma \sim \eta. As an application, we identify the mesoscopic linear statistics of Dyson's Brownian motion HtH_t started from a real symmetric Wigner matrix H0H_0 at any nonnegative time t[0,]t \in [0,\infty]. In particular, we obtain the transition from the central limit theorem for GOE to the one for GUE at time tηt \sim \eta.

Keywords

Cite

@article{arxiv.1803.10544,
  title  = {Mesoscopic linear statistics of Wigner matrices of mixed symmetry class},
  author = {Yukun He},
  journal= {arXiv preprint arXiv:1803.10544},
  year   = {2019}
}

Comments

24 pages, to appear in Journal of Statistical Physics