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We introduce a family of matrices with non-commutative entries that generalize the classical real Wishart matrices. With the help of the Brauer product, we derive a non-asymptotic expression for the moments of traces of monomials in such…

概率论 · 数学 2008-08-30 Wlodek Bryc

We present an exact formula for moments and cumulants of several real compound Wishart matrices in terms of an Euler characteristic expansion, similar to the genus expansion for complex random matrices. We consider their asymptotic values…

概率论 · 数学 2015-03-25 C. Emily I. Redelmeier

By using a symbolic method, known in the literature as the classical umbral calculus, the trace of a non-central Wishart random matrix is represented as the convolution of the trace of its central component and of a formal variable…

统计理论 · 数学 2014-07-30 Elvira Di Nardo

We prove that any non commutative polynomial of r independent copies of Wigner matrices converges a.s. towards the polynomial of r free semicircular variables in operator norm. This result extends a previous work of Haagerup and…

概率论 · 数学 2007-05-23 Mireille Capitaine , Catherine Donati-Martin

We examine the asymptotics of the moments of characteristic polynomials of $N\times N$ matrices drawn from the Hermitian ensembles of Random Matrix Theory, in the limit as $N\to\infty$. We focus in particular on the Gaussian Unitary…

数学物理 · 物理学 2025-04-18 Bhargavi Jonnadula , Jon Keating , Francesco Mezzadri

In the paper we develop an approach to asymptotic normality through factorial cumulants. Factorial cumulants arise in the same manner from factorial moments, as do (ordinary) cumulants from (ordinary) moments. Another tool we exploit is a…

We show how the replica method can be used to compute the asymptotic eigenvalue spectrum of a real Wishart product matrix. For unstructured factors, this provides a compact, elementary derivation of a polynomial condition on the Stieltjes…

无序系统与神经网络 · 物理学 2023-01-24 Jacob A. Zavatone-Veth , Cengiz Pehlevan

It is shown that a Wishart matrix of standard complex normal random variables is asymptotically freely independent of an independent random matrix, under minimal conditions, in two different sense of asymptotic free independence.

概率论 · 数学 2018-02-06 Arijit Chakrabarty , Sukrit Chakraborty , Rajat Subhra Hazra

In this article we study the large $N$ asymptotics of complex moments of the absolute value of the characteristic polynomial of a $N\times N$ complex Ginibre random matrix with the characteristic polynomial evaluated at a point in the unit…

概率论 · 数学 2018-12-26 Christian Webb , Mo Dick Wong

Using new combinatorial techniques, we significantly improve the previous results on asymptotic distributions and asymptotic free independence relations of partial transposes of Wishart random matrices. In particular, we give a necessary…

算子代数 · 数学 2022-07-20 Mihai Popa , James A. Mingo

Based on the multivariate saddle point method we study the asymptotic behavior of the characteristic polynomials associated to Wishart type random matrices that are formed as products consisting of independent standard complex Gaussian and…

经典分析与常微分方程 · 数学 2014-07-11 Thorsten Neuschel , Dries Stivigny

We study asymptotics of traces of (noncommutative) monomials formed by images of certain elements of the universal enveloping algebra of the infinite-dimensional unitary group in its Plancherel representations. We prove that they converge…

表示论 · 数学 2012-03-15 Alexei Borodin , Alexey Bufetov

Keating and Snaith showed that the $2k^{th}$ absolute moment of the characteristic polynomial of a random unitary matrix evaluated on the unit circle is given by a polynomial of degree $k^2$. In this article, uniform asymptotics for the…

数学物理 · 物理学 2015-05-19 Ghaith A. Hiary , Michael O. Rubinstein

Using asymptotics of Toeplitz+Hankel determinants, we establish formulae for the asymptotics of the moments of the moments of the characteristic polynomials of random orthogonal and symplectic matrices, as the matrix-size tends to infinity.…

数学物理 · 物理学 2023-01-24 Tom Claeys , Johannes Forkel , Jonathan P. Keating

We investigate random density matrices obtained by partial tracing larger random pure states. We show that there is a strong connection between these random density matrices and the Wishart ensemble of random matrix theory. We provide…

量子物理 · 物理学 2009-05-14 Ion Nechita

We study the moments of the absolute characteristic polynomial of the real elliptic ensemble, including the case of the real Ginibre ensemble. We obtain asymptotics for all integral moments inside the real bulk to order 1 + o(1). In…

概率论 · 数学 2024-10-11 Pax Kivimae

We study moments of characteristic polynomials of truncated Haar distributed matrices from the three classical compact groups O(N), U(N) and Sp(2N). For finite matrix size we calculate the moments in terms of hypergeometric functions of…

数学物理 · 物理学 2021-11-16 Alexander Serebryakov , Nick Simm , Guillaume Dubach

Appropriately normalized square random Vandermonde matrices based on independent random variables with uniform distribution on the unit circle are studied. It is shown that as the matrix sizes increases without bound, with respect to the…

概率论 · 数学 2017-07-25 March Boedihardjo , Ken Dykema

Starting from Montgomery's conjecture, there has been a substantial interest on the connections of random matrix theory and the theory of L-functions. In particular, moments of characteristic polynomials of random matrices have been…

概率论 · 数学 2024-02-07 Mustafa Alper Gunes

The paper is concerned with the correlation functions of the characteristic polynomials of random matrices with independent complex entries. We investigate how the asymptotic behavior of the correlation functions depends on the second…

数学物理 · 物理学 2022-01-04 Ievgenii Afanasiev
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