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Convergence Rate to the Tracy–Widom Laws for the Largest Eigenvalue of Wigner Matrices
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.), Mathematical Statistics.ORCID iD: 0000-0003-0954-3231
2022 (English)In: Communications in Mathematical Physics, ISSN 0010-3616, E-ISSN 1432-0916, Vol. 393, no 2, p. 839-907Article in journal (Refereed) Published
Abstract [en]

We show that the fluctuations of the largest eigenvalue of a real symmetric or complex Hermitian Wigner matrix of size N converge to the Tracy–Widom laws at a rate O(N-1/3+ω) , as N tends to infinity. For Wigner matrices this improves the previous rate O(N-2/9+ω) obtained by Bourgade (J Eur Math Soc, 2021) for generalized Wigner matrices. Our result follows from a Green function comparison theorem, originally introduced by Erdős et al. (Adv Math 229(3):1435–1515, 2012) to prove edge universality, on a finer spectral parameter scale with improved error estimates. The proof relies on the continuous Green function flow induced by a matrix-valued Ornstein–Uhlenbeck process. Precise estimates on leading contributions from the third and fourth order moments of the matrix entries are obtained using iterative cumulant expansions and recursive comparisons for correlation functions, along with uniform convergence estimates for correlation kernels of the Gaussian invariant ensembles. 

Place, publisher, year, edition, pages
Springer Nature , 2022. Vol. 393, no 2, p. 839-907
National Category
Mathematical Analysis
Identifiers
URN: urn:nbn:se:kth:diva-322978DOI: 10.1007/s00220-022-04377-yISI: 000782737200001PubMedID: 35765414Scopus ID: 2-s2.0-85128233449OAI: oai:DiVA.org:kth-322978DiVA, id: diva2:1727229
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QC 20230116

Available from: 2023-01-16 Created: 2023-01-16 Last updated: 2023-01-16Bibliographically approved

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Schnelli, Kevin

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