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Limiting spectral distribution of a special circulant

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  • Bose, Arup
  • Mitra, Joydip

Abstract

The limiting spectral distribution of random matrices is known only in a few special situations. In this article, we derive the limiting spectral distribution of a particular variant of a circulant random matrix. Our simulations demonstrate that the convergence to the limit is quite fast. Our method of proof also allows us to show that the limiting spectral distribution for a symmetric version of the Toeplitz matrix is the normal distribution.

Suggested Citation

  • Bose, Arup & Mitra, Joydip, 2002. "Limiting spectral distribution of a special circulant," Statistics & Probability Letters, Elsevier, vol. 60(1), pages 111-120, November.
    • Handle: RePEc:eee:stapro:v:60:y:2002:i:1:p:111-120
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    Citations

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    Cited by:

    1. Bose, Arup & Guha, Suman & Hazra, Rajat Subhra & Saha, Koushik, 2011. "Circulant type matrices with heavy tailed entries," Statistics & Probability Letters, Elsevier, vol. 81(11), pages 1706-1716, November.
    2. Arup Bose & Joydip Mitra & Arnab Sen, 2012. "Limiting Spectral Distribution of Random k-Circulants," Journal of Theoretical Probability, Springer, vol. 25(3), pages 771-797, September.
    3. Steven Jackson & Steven J. Miller & Thuy Pham, 2012. "Distribution of Eigenvalues of Highly Palindromic Toeplitz Matrices," Journal of Theoretical Probability, Springer, vol. 25(2), pages 464-495, June.
    4. Dang-Zheng Liu & Zheng-Dong Wang, 2011. "Limit Distribution of Eigenvalues for Random Hankel and Toeplitz Band Matrices," Journal of Theoretical Probability, Springer, vol. 24(4), pages 988-1001, December.
    5. Arup Bose & Rajat Subhra Hazra & Koushik Saha, 2011. "Spectral Norm of Circulant-Type Matrices," Journal of Theoretical Probability, Springer, vol. 24(2), pages 479-516, June.
    6. S. Chatterjee & A. Bose, 2004. "A New Method for Bounding Rates of Convergence of Empirical Spectral Distributions," Journal of Theoretical Probability, Springer, vol. 17(4), pages 1003-1019, October.
    7. Adam Massey & Steven J. Miller & John Sinsheimer, 2007. "Distribution of Eigenvalues of Real Symmetric Palindromic Toeplitz Matrices and Circulant Matrices," Journal of Theoretical Probability, Springer, vol. 20(3), pages 637-662, September.
    8. Maurya, Shambhu Nath, 2024. "Limiting spectral distribution of Toeplitz and Hankel matrices with dependent entries," Statistics & Probability Letters, Elsevier, vol. 209(C).
    9. Murat Koloğlu & Gene S. Kopp & Steven J. Miller, 2013. "The Limiting Spectral Measure for Ensembles of Symmetric Block Circulant Matrices," Journal of Theoretical Probability, Springer, vol. 26(4), pages 1020-1060, December.

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