English

CLT for biorthogonal ensembles and related combinatorial identities

Probability 2019-07-23 v2 Mathematical Physics math.MP

Abstract

We study the fluctuations of certain biorthogonal ensembles for which the underlying family \{P,Q\} satisfies a finite-term recurrence relation of the form xP(x)=JP(x)x P(x) = \mathbf{J}P(x). For polynomial linear statistics of such ensembles, we reformulate the cumulants' method introduced by Soshnikov in terms of counting lattice paths on the graph of the adjacency matrix \mathbf{J}. In the spirit of Breuer-Duits, we show that the asymptotic fluctuations of polynomial linear statistics are described by the right-limits of the matrix \mathbf{J}. Moreover, whenever the right-limit is a Laurent matrix, we prove that the CLT is equivalent to Soshnikov's main combinatorial lemma. We discuss several applications to unitary invariant Hermitian random matrices. In particular, we provide a general Central Limit Theorem (CLT) in the one-cut regime. We also prove a CLT for square singular values of product of independent complex rectangular Ginibre matrices. Finally, we discuss the connection with the Strong Szeg\H{o} theorem where this combinatorial method originates.

Keywords

Cite

@article{arxiv.1511.06121,
  title  = {CLT for biorthogonal ensembles and related combinatorial identities},
  author = {Gaultier Lambert},
  journal= {arXiv preprint arXiv:1511.06121},
  year   = {2019}
}

Comments

45 pages, further explanations added. Version published and available in the author's PhD thesis

R2 v1 2026-06-22T11:49:14.985Z