Electronic Journal of Probability

Free Convolution with a Semicircular Distribution and Eigenvalues of Spiked Deformations of Wigner Matrices

Mireille Capitaine, Catherine Donati-Martin, Delphine Féral, and Maxime Février

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Abstract

We investigate the asymptotic spectrum of spiked perturbations of Wigner matrices. The entries of the Wigner matrix have a distribution which is symmetric and satisfies a Poincaré inequality. The spectral measure of the deterministic Hermitian perturbation matrix converges to some probability measure with compact support. We also assume that this perturbation matrix has a fixed number of fixed eigenvalues (spikes) outside the support of its limiting spectral measure whereas the distance between the other eigenvalues and this support uniformly goes to zero as the dimension goes to infinity. We establish that only a particular subset of the spikes will generate some eigenvalues of the deformed model, which will converge to some limiting points outside the support of the limiting spectral measure. This phenomenon can be fully described in terms of free probability involving the subordination function related to the free additive convolution by a semicircular distribution. Note that only finite rank perturbations had been considered up to now (even in the deformed GUE case).

Article information

Source
Electron. J. Probab., Volume 16 (2011), paper no. 64, 1750-1792.

Dates
Accepted: 19 September 2011
First available in Project Euclid: 1 June 2016

Permanent link to this document
https://projecteuclid.org/euclid.ejp/1464820233

Digital Object Identifier
doi:10.1214/EJP.v16-934

Mathematical Reviews number (MathSciNet)
MR2835253

Zentralblatt MATH identifier
1245.15037

Subjects
Primary: 15B52: Random matrices
Secondary: 60B20: Random matrices (probabilistic aspects; for algebraic aspects see 15B52) 46L54: Free probability and free operator algebras 15A18: Eigenvalues, singular values, and eigenvectors

Keywords
Random matrices Free probability Deformed Wigner matrices Asymptotic spectrum Extreme eigenvalues Stieltjes transform Subordination property

Rights
This work is licensed under aCreative Commons Attribution 3.0 License.

Citation

Capitaine, Mireille; Donati-Martin, Catherine; Féral, Delphine; Février, Maxime. Free Convolution with a Semicircular Distribution and Eigenvalues of Spiked Deformations of Wigner Matrices. Electron. J. Probab. 16 (2011), paper no. 64, 1750--1792. doi:10.1214/EJP.v16-934. https://projecteuclid.org/euclid.ejp/1464820233


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