Skip to main content
Log in

Limit Theorems for β-Laguerre and β-Jacobi Ensembles

  • Published:
Acta Mathematica Scientia Aims and scope Submit manuscript

Abstract

We use tridiagonal models to study the limiting behavior of β-Laguerre and β-Jacobi ensembles, focusing on the limiting behavior of the extremal eigenvalues and the central limit theorem for the two ensembles. For the central limit theorem of β-Laguerre ensembles, we follow the idea in [1] while giving a modified version for the generalized case. Then we use the total variation distance between the two sorts of ensembles to obtain the limiting behavior of β-Jacobi ensembles.

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. Dumitriu I. Eigenvalue Statistics for Beta-Ensembles [D]. Massachusetts Institute of Technology, 2003

  2. Dumitriu I, Edelman A. Global spectrum fluctuations for the β-Hermite and β-Laguerre ensembles via matrix models. J Math Phys, 2006, 47(6): 063302

    Article  MathSciNet  Google Scholar 

  3. Dumitriu I, Edelman A. Matrix models for beta ensembles. J Math Phys, 2002, 43(11): 5830–5847

    Article  MathSciNet  Google Scholar 

  4. Dumitriu I, Koev P. Distributions of the extreme eigenvalues of beta-Jacobi random matrices. SIAM J Matrix Anal Appl, 2008, 30(1): 1–6

    Article  MathSciNet  Google Scholar 

  5. Dumitriu I, Paquette E. Global fluctuations for liner statistics of β-Jacobi ensembles. Random Matrices: Theory Appl, 2012, 1(4): 1250013, 60

    Article  MathSciNet  Google Scholar 

  6. Edelman A, Koev P. Eigenvalue distributions of beta-Wishart matrices. Random Matrices: Theory Appl, 2014, 3(2): 1450009

    Article  MathSciNet  Google Scholar 

  7. Edelman A, Sutton B D. The beta-Jacobi matrix model, the CS decomposition, and generalized singular value problems. Found Comput Math, 2008, 8: 259–285

    Article  MathSciNet  Google Scholar 

  8. Gerŝgorin S A. Uber die abgrenzung der eigenwerte einer matrix. Nauk SSSR Ser Fiz-Mat, 1931, 6: 749–754

    MATH  Google Scholar 

  9. Jiang T. Limit theorems for beta-Jacobi ensembles. Bernoulli, 2013, 19(3): 1028–1046

    Article  MathSciNet  Google Scholar 

  10. Killip R, Nenciu I. Matrix models for circular ensembles. Int Math Res Not, 2004, 50: 2665–2701

    Article  MathSciNet  Google Scholar 

  11. Killip R. Gaussian fluctuations for β ensembles. Int Math Res Not, 2008, 2008: Art rnn007

  12. Ma Y, Shen X. Approximation of beta-Jocobi ensembles by beta-Laguerre ensembles. To appear at Front Math China, 2022

  13. Silverstein J W. The Smallest eigenvalue of a large dimensional Wishart matrix. Ann Probab, 1985, 13: 1364–1368

    Article  MathSciNet  Google Scholar 

  14. Trinh K. On spectral measures of random Jacobi matrices. Osaka J Math, 2018, 55: 595–617

    MathSciNet  MATH  Google Scholar 

  15. Wishart J. The generalized product moment distribution in samples from a normal multivariate population. Biometrika A, 1928, 20: 32–43

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yutao Ma  (马宇韬).

Additional information

Yutao Ma was supported by NSFC (12171038, 11871008).

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Huang, N., Ma, Y. Limit Theorems for β-Laguerre and β-Jacobi Ensembles. Acta Math Sci 42, 2025–2039 (2022). https://doi.org/10.1007/s10473-022-0517-x

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10473-022-0517-x

Key words

2010 MR Subject Classification

Navigation