Decorrelation transition in the Wigner minor process.

IF 1.9 1区 数学 Q2 STATISTICS & PROBABILITY
Probability Theory and Related Fields Pub Date : 2026-01-01 Epub Date: 2025-09-20 DOI:10.1007/s00440-025-01422-4
Zhigang Bao, Giorgio Cipolloni, László Erdős, Joscha Henheik, Oleksii Kolupaiev
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引用次数: 0

Abstract

We consider the Wigner minor process, i.e. the eigenvalues of an N × N Wigner matrix H ( N ) together with the eigenvalues of all its n × n minors, H ( n ) , n ≤ N . The top eigenvalues of H ( N ) and those of its immediate minor H ( N - 1 ) are very strongly correlated, but this correlation becomes weaker for smaller minors H ( N - k ) as k increases. For the GUE minor process the critical transition regime around k ∼ N 2 / 3 was analyzed by Forrester and Nagao (Forrester and Nagao, J. Stat. Mech. (08): P08011, 2011) providing an explicit formula for the nontrivial joint correlation function. We prove that this formula is universal, i.e. it holds for the Wigner minor process. Moreover, we give a complete analysis of the sub- and supercritical regimes both for eigenvalues and for the corresponding eigenvector overlaps, thus we prove the decorrelation transition in full generality.

维格纳小过程中的去相关转换。
我们考虑Wigner小过程,即N × N维格纳矩阵H (N)的特征值及其所有N × N次的特征值H (N), N≤N。H (N)的顶特征值和它的直接次H (N - 1)的顶特征值是非常强相关的,但随着k的增加,这种相关性对较小的次H (N - k)变得较弱。对于GUE小过程,Forrester和Nagao分析了k ~ n2 / 3附近的临界过渡区(Forrester和Nagao, J. Stat. Mech;(08): P08011, 2011)给出了非平凡联合相关函数的显式公式。我们证明了这个公式是全称的,即它对Wigner小过程成立。此外,我们给出了特征值和相应的特征向量重叠的亚临界和超临界区域的完整分析,从而证明了解相关跃迁的完全普遍性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Probability Theory and Related Fields
Probability Theory and Related Fields 数学-统计学与概率论
CiteScore
3.70
自引率
5.00%
发文量
71
审稿时长
6-12 weeks
期刊介绍: Probability Theory and Related Fields publishes research papers in modern probability theory and its various fields of application. Thus, subjects of interest include: mathematical statistical physics, mathematical statistics, mathematical biology, theoretical computer science, and applications of probability theory to other areas of mathematics such as combinatorics, analysis, ergodic theory and geometry. Survey papers on emerging areas of importance may be considered for publication. The main languages of publication are English, French and German.
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