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Spectral Radii of Large Non-Hermitian Random Matrices

Author

Listed:
  • Tiefeng Jiang

    (University of Minnesota)

  • Yongcheng Qi

    (University of Minnesota Duluth)

Abstract

By using the independence structure of points following a determinantal point process, we study the radii of the spherical ensemble, the truncation of the circular unitary ensemble and the product ensemble with parameters n and k. The limiting distributions of the three radii are obtained. They are not the Tracy–Widom distribution. In particular, for the product ensemble, we show that the limiting distribution has a transition phenomenon: When $$k/n\rightarrow 0$$ k / n → 0 , $$k/n\rightarrow \alpha \in (0,\infty )$$ k / n → α ∈ ( 0 , ∞ ) and $$k/n\rightarrow \infty $$ k / n → ∞ , the liming distribution is the Gumbel distribution, a new distribution $$\mu $$ μ and the logarithmic normal distribution, respectively. The cumulative distribution function (cdf) of $$\mu $$ μ is the infinite product of some normal distribution functions. Another new distribution $$\nu $$ ν is also obtained for the spherical ensemble such that the cdf of $$\nu $$ ν is the infinite product of the cdfs of some Poisson-distributed random variables.

Suggested Citation

  • Tiefeng Jiang & Yongcheng Qi, 2017. "Spectral Radii of Large Non-Hermitian Random Matrices," Journal of Theoretical Probability, Springer, vol. 30(1), pages 326-364, March.
  • Handle: RePEc:spr:jotpro:v:30:y:2017:i:1:d:10.1007_s10959-015-0634-8
    DOI: 10.1007/s10959-015-0634-8
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    References listed on IDEAS

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    1. Tiefeng Jiang, 2010. "The Entries of Haar-Invariant Matrices from the Classical Compact Groups," Journal of Theoretical Probability, Springer, vol. 23(4), pages 1227-1243, December.
    2. Edelman, Alan, 1997. "The Probability that a Random Real Gaussian Matrix haskReal Eigenvalues, Related Distributions, and the Circular Law," Journal of Multivariate Analysis, Elsevier, vol. 60(2), pages 203-232, February.
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    Cited by:

    1. Yu Miao & Yongcheng Qi, 2021. "Limiting Spectral Radii of Circular Unitary Matrices Under Light Truncation," Journal of Theoretical Probability, Springer, vol. 34(4), pages 2145-2165, December.
    2. Yongcheng Qi & Mengzi Xie, 2020. "Spectral Radii of Products of Random Rectangular Matrices," Journal of Theoretical Probability, Springer, vol. 33(4), pages 2185-2212, December.
    3. Tiefeng Jiang & Yongcheng Qi, 2019. "Empirical Distributions of Eigenvalues of Product Ensembles," Journal of Theoretical Probability, Springer, vol. 32(1), pages 353-394, March.

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