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arxiv: 1511.06121 · v2 · pith:6WK45BWMnew · submitted 2015-11-19 · 🧮 math.PR · math-ph· math.MP

CLT for biorthogonal ensembles and related combinatorial identities

classification 🧮 math.PR math-phmath.MP
keywords combinatorialensemblesmathbfmatrixbiorthogonaldiscussfluctuationslinear
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We study the fluctuations of certain biorthogonal ensembles for which the underlying family \{P,Q\} satisfies a finite-term recurrence relation of the form $x P(x) = \mathbf{J}P(x)$. 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.

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