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The Largest Eigenvalue of Rank One Deformation of Large Wigner Matrices

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Abstract

The purpose of this paper is to establish universality of the fluctuations of the largest eigenvalue for some non-necessarily Gaussian complex Deformed Wigner Ensembles. The real model is also considered. Our approach is close to the one used by A. Soshnikov (cf. [11]) in the investigations of classical real or complex Wigner Ensembles. It is based on the computation of moments of traces of high powers of the random matrices under consideration.

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References

  1. Bai Z. (1999). Methodologies in spectral analysis of large-dimensional random matrices, a review. Statist. Sinica 9: 611–677

    MATH  MathSciNet  Google Scholar 

  2. Baik J., Ben Arous G. and Péché S. (2005). Phase transition of the largest eigenvalue for non-null complex sample covariance matrices. Ann. Probab. 33(5): 1643–1697

    Article  MATH  MathSciNet  Google Scholar 

  3. Baik J. and Silverstein J.W. (2006). Eigenvalues of large sample covariance matrices of spiked population models. J. Multiv. Anal. 97(6): 1409–1436

    Article  MathSciNet  Google Scholar 

  4. Féral, D.: Grandes déviations et fluctuations des valeurs propres maximales de matrices aléatoires. PhD dissertation University of Toulouse, available at http://www.lsp.ups-tlse.fr/Fp/Feral, 2006

  5. Füredi Z. and Komlós J. (1981). The eigenvalues of random symmetric matrices. Combinatorica 1: 233–241

    Article  MATH  MathSciNet  Google Scholar 

  6. Geman S. (1980). A limit theorem for the norm of random matrices. Ann. Prob. 8: 252–261

    MATH  MathSciNet  Google Scholar 

  7. Paul, D.: Asymptotics of the leading sample eigenvalues for a spiked covariance model. Technical Report Stanford University. Available at http://www-stat.stanford.edu/debashis/, 2004

  8. Péché S. (2006). The largest eigenvalues of small rank perturbations of Hermitian random matrices. Prob. Theo. Rel. Fields 134(1): 127–174

    Article  MATH  Google Scholar 

  9. Sinai Y. and Soshnikov A. (1998). Central limit theorem for traces of large random symmetric matrices with independent matrix elements. Bol. Soc. Brasil. Mat. (N.S.) 29: 1–24

    Article  MATH  MathSciNet  Google Scholar 

  10. Sinai Y. and Soshnikov A. (1998). A refinement of Wigner’s semicircle law in a neighborhood of the spectrum edge for random symmetric matrices. Funct. Anal. Appl. 32: 114–131

    Article  MathSciNet  Google Scholar 

  11. Soshnikov A. (1999). Universality at the edge of the spectrum in Wigner random matrices. Commun. Math. Phys. 207: 697–733

    Article  MATH  ADS  MathSciNet  Google Scholar 

  12. Tracy C.A. and Widom H. (1994). Level spacing distributions and the Airy kernel. Commun. Math. Phys. 159: 33–72

    Article  ADS  Google Scholar 

  13. Tracy C.A. and Widom H. (1994). Fredholm determinants, differential equations and matrix models.. Commun. Math. Phys. 163: 33–72

    Article  MATH  ADS  MathSciNet  Google Scholar 

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Correspondence to Sandrine Péché.

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Communicated by B. Simon

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Féral, D., Péché, S. The Largest Eigenvalue of Rank One Deformation of Large Wigner Matrices. Commun. Math. Phys. 272, 185–228 (2007). https://doi.org/10.1007/s00220-007-0209-3

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