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Precise asymptotics for random matrices and random growth models

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Abstract

The author considers the largest eigenvalues of random matrices from Gaussian unitary ensemble and Laguerre unitary ensemble, and the rightmost charge in certain random growth models. We obtain some precise asymptotics results, which are in a sense similar to the precise asymptotics for sums of independent random variables in the context of the law of large numbers and complete convergence. Our proofs depend heavily upon the upper and lower tail estimates for random matrices and random growth models. The Tracy-Widom distribution plays a central role as well.

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References

  1. König, W.: Orthogonal polynomial ensembles in probability theory. Probability Surveys, 2, 385–447 (2005)

    Article  MathSciNet  Google Scholar 

  2. Ledoux, M.: Deviation inequalities on largest eigenvalues. Concentration between probability and geometric functional analysis, GAFA Seminar Notes, in press

  3. Wigner, E.: Characteristic vectors of bordered matrices with infinite dimensions. Ann. Math., 62, 548–564 (1955)

    Article  MathSciNet  Google Scholar 

  4. Bai, Z. D.: Methodologies in the spectral analysis of large dimensional random matrices: a review. Statist. Sinica, 9, 611–661 (1999)

    MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  6. Haagerup, U., Thorbjørnsen, S.: Random matrices with complex Gaussian entries. Expo. Math., 21, 293–337 (2003)

    MathSciNet  MATH  Google Scholar 

  7. Forrester, P. J.: The spectrum edge of random matrix ensemble. Nuclear Phys., B 402, 709–728 (1993)

    MathSciNet  Google Scholar 

  8. Tracy, C. A., Widom, H.: Level-spacing distribution and the Airy kernel. Comm. Math. Phys., 159, 151–174 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  9. Aldous, D., Diaconis, P.: Longest increasing subsequences: from patience sorting to the Baik-Deift-Johansson theorem. Bull. Amer. Math. Soc., 36, 413–432 (1999).

    Article  MathSciNet  MATH  Google Scholar 

  10. Odlyzko, A. M., Rains, E. M.: On the longest increasing subsequences in random permutations. Analysis, Geometry, Number theory: The Mathematics of Leon Ehrenpreis, E. L. Grinberg, S. Berhanu, M. Knopp, G. Mendoza, E. T. Quinto, eds. AMS. Contemporary Math., 251, 439–451 (2000)

  11. Baik, J., Deift, P., Johansson, K.: On the distribution of the length of the longest increasing subsequence in a random permutation. J. Amer. Math. Soc., 12, 1119–1178 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  12. Johansson, K.: Discrete orthogonal polynomial ensembles and the Plancherel measure. Ann. Math., 259–296 (2001)

  13. Borodin, A., OKounkov, A., Olshanski, G., Asymptotics of Plancherel measures for sysmetric groups. J. Amer. Math. Soc., 13, 481–515 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  14. Okounkov, A.: Random matrices and random permutations. Internat. Math. Res. Notices, 20, 1043–1095 (2001)

    MathSciNet  Google Scholar 

  15. Goodman, N. R.: Statistical analysis based on a certain multivariate complex Gaussian distribution (an introdutcion). Ann. Math. Stat., 34, 152–177 (1963)

    Article  Google Scholar 

  16. Khatri, C. G.: Classical statistical analysis based on certain multivariate complex distributions. Ann. Math. Statist., 36, 98–114 (1965)

    Article  MathSciNet  Google Scholar 

  17. Marchenko, V., Pastur, L.: The distribution of eigenvalues in certain sets of random matrices. Math. Sb., 72, 507–536 (1967)

    Google Scholar 

  18. Johansson, K.: Shape fluctuations and random matrices. Comm. Math. Phys., 209, 437–476 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  19. Baik, J., Deift, P., McLaughlin, K., Miller, P., Zhou, X.: Optimal tail estimates for directed last passage site percolation with geometric random variables. Adv. Theor. Math. Phys., 5, 1207–1250 (2001)

    MathSciNet  MATH  Google Scholar 

  20. Baum, L. E., Katz, M.: Convergence rates in the law of large numbers. Trans. Amer. Math. Soc., 120, 108–123 (1965)

    Article  MathSciNet  MATH  Google Scholar 

  21. Heyde, C. C.: A supplement to the strong law of large numbers. J. Appl. Probab., 12, 173–175 (1975)

    Article  MathSciNet  MATH  Google Scholar 

  22. Gut, A., Spǎtaru, A.: Precise asymptotics in the Baum-Katz and Davis law of large numbers. J. Math. Anal. Appl., 248, 233–246 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  23. Gut, A., Spǎtaru, A.: Precise asymptotics in the law of the iterated logarithm. Ann. Probab., 28, 1870–1883 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  24. Aubrun, G.: An inequality about the largest eigenvalues of a random matrix. Lecture Notes in Math., 1857, 320–337 (2003)

    MathSciNet  Google Scholar 

  25. Löwe, M., Merkl, F., Rolles, S.: Moderate deviations for longest increasing subsequences: the lower tail. J. Theoret. Probab., 15, 1031–1047 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  26. Götze, F., Tikhomirov, A.: The rate of convergence for the spectra of GUE and LUE matrix ensembles. Central European J. Math., 3, 666–704 (2005)

    Article  MATH  Google Scholar 

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Correspondence to Zhong Gen Su.

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Supported partly by NSF of China (No. 10371109, 10671176) and the Royal Society K. C. Wong Education Foundation

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Su, Z.G. Precise asymptotics for random matrices and random growth models. Acta. Math. Sin.-English Ser. 24, 971–982 (2008). https://doi.org/10.1007/s10114-007-6365-8

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