Skip to main content
Log in

Finite Diagonal Random Matrices

  • Published:
Journal of Theoretical Probability Aims and scope Submit manuscript

Abstract

The goal of this article is to extend some results of Popescu (Probab. Theory Relat. Fields 144:179, 2009) in several directions. We establish the limiting spectral distribution (LSD) for r-diagonal matrices under reduced moment conditions compared to those required by Popescu. We also deal with the joint convergence of several sequences of such matrices. In particular, we show that there is a large class of such matrices where the joint limit is not free while the marginals are semicircular. We also consider matrices of the form \(X_{n}X_{n}^{T}\) where X n is a sequence of nonsymmetric r-diagonal random matrices and establish their limiting spectral distribution.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Bai, Z.D.: Methodologies in spectral analysis of large dimensional random matrices: a review. Stat. Sin. 9(3), 611–677 (1999).

    MATH  Google Scholar 

  2. Bai, Z.D., Silverstein, J.: Spectral Analysis of Large Dimensional Random Matrices. Science Press, Beijing (2006)

    MATH  Google Scholar 

  3. Bhatia, R.: Matrix Analysis. Springer, New York (1997)

    Book  Google Scholar 

  4. Bose, A., Gangopadhyay, S., Sen, A.: Limiting spectral distribution of XX′ matrices. Ann. Inst. Henri Poincaré, B Calc. Probab. Stat. 46(3), 677–707 (2010). doi:10.1214/09-AIHP329

    Article  MathSciNet  MATH  Google Scholar 

  5. Bose, A., Hazra, R.S., Saha, K.: Patterned random matrices and method of moments. In: Proceedings of the International Congress of Mathematicians, Hyderabad, India, 2010. pp. 2203–2230. World Scientific, Singapore (2010)

    Google Scholar 

  6. Dudley, R.M.: Real Analysis and Probability. Cambridge University Press, Cambridge (2002)

    Book  MATH  Google Scholar 

  7. Popescu, Ionel: General tridiagonal random matrix models, limiting distributions and fluctuations. Probab. Theory Relat. Fields 144, 179–220 (2009)

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Arup Bose.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bose, A., Sen, S. Finite Diagonal Random Matrices. J Theor Probab 26, 819–835 (2013). https://doi.org/10.1007/s10959-011-0378-z

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10959-011-0378-z

Keywords

Mathematics Subject Classification (2000)2010

Navigation