Abstract
We prove a central limit theorem for the mesoscopic linear statistics of N × N Wigner matrices H satisfying E|Hij|2 = 1/N and EH2ij = σ/N, where σ ∈ [−1,1]. We show that on all mesoscopic scales η (1/N ≪ η ≪ 1), the linear statistics of H have a sharp transition at 1 − σ ∼ η. As an application, we identify the mesoscopic linear statistics of Dyson’s Brownian motion Ht started from a real symmetric Wigner matrix H0 at any nonnegative time t ∈ [0,∞]. In particular, we obtain the transition from the central limit theorem for GOE to the one for GUE at time t ∼ η.
| Original language | English |
|---|---|
| Pages (from-to) | 932-959 |
| Journal | Journal of Statistical Physics |
| Volume | 175 |
| Issue number | 5 |
| Online published | 19 Mar 2019 |
| DOIs | |
| Publication status | Published - 15 Jun 2019 |
| Externally published | Yes |
Research Keywords
- Random matrix
- Wigner matrix
- Linear statistics
- CLT
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