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Multi-Point Functional Central Limit Theorem for Wigner Matrices

Probability 2026-01-07 v1 Mathematical Physics math.MP

Abstract

Consider the random variable Tr(f1(W)A1fk(W)Ak)\mathrm{Tr}( f_1(W)A_1\dots f_k(W)A_k) where WW is an N×NN\times N Hermitian Wigner matrix, kNk\in\mathbb{N}, and choose (possibly NN-dependent) regular functions f1,,fkf_1,\dots, f_k as well as bounded deterministic matrices A1,,AkA_1,\dots,A_k. We give a functional central limit theorem showing that the fluctuations around the expectation are Gaussian. Moreover, we determine the limiting covariance structure and give explicit error bounds in terms of the scaling of f1,,fkf_1,\dots,f_k and the number of traceless matrices among A1,,AkA_1,\dots,A_k, thus extending the results of [Cipolloni, Erd\H{o}s, Schr\"oder 2023] to products of arbitrary length k2k\geq2. As an application, we consider the fluctuation of Tr(eitWA1eitWA2)\mathrm{Tr}(\mathrm{e}^{\mathrm{i} tW}A_1\mathrm{e}^{-\mathrm{i} tW}A_2) around its thermal value Tr(A1)Tr(A2)\mathrm{Tr}(A_1)\mathrm{Tr}(A_2) when tt is large and give an explicit formula for the variance.

Keywords

Cite

@article{arxiv.2307.11028,
  title  = {Multi-Point Functional Central Limit Theorem for Wigner Matrices},
  author = {Jana Reker},
  journal= {arXiv preprint arXiv:2307.11028},
  year   = {2026}
}

Comments

48 pages (including appendix)

R2 v1 2026-06-28T11:36:09.610Z