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On Piterbarg theorem for maxima of stationary Gaussian sequences

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Abstract

Limit distributions of maxima of dependent Gaussian sequence are different according to the convergence rate of their correlations. For three different conditions on convergence rate of the correlations, in this paper, we establish the Piterbarg theorem for maxima of stationary Gaussian sequences.

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References

  1. S.M. Berman, Limit theorems for the maximum term in stationary sequences, Ann. Math. Stat., 35:502–516, 1964.

    Article  MATH  Google Scholar 

  2. L. Cao and Z. Peng, Asymptotic distributions of maxima of complete and incomplete samples from strongly dependent stationary Gaussian sequences, Appl. Math. Lett., 24(2):243–247, 2011.

    Article  MathSciNet  MATH  Google Scholar 

  3. M. Falk, J. Hüsler, and R.-D. Reiss, Laws of Small Numbers: Extremes and Rare Events, DMV Seminar, Vol. 23, 3rd ed., Birkhäuser, Basel, 2010.

    Google Scholar 

  4. J. Hüsler and V.I. Piterbarg, Limit theorem for maximum of the storage process with fractional Brownian motion as input, Stoch. Process. Appl., 114(2):231–250, 2004.

    Article  MATH  Google Scholar 

  5. T. Krajka, The asymptotic behaviour of maxima of complete and incomplete samples from stationary sequences, Stoch. Process. Appl., 121(8):1705–1719, 2011.

    Article  MathSciNet  MATH  Google Scholar 

  6. A.V. Kudrov and V.I. Piterbarg, On maxima of partial samples in Gaussian sequences with pseudo-stationary trends, Lith. Math. J., 47(1):48–56, 2007.

    Article  MathSciNet  MATH  Google Scholar 

  7. M.R. Leadbetter, G. Lindgren, and H. Rootzén, Extremes and Related Properties of Random Sequences and Processes, Springer Ser. Stat., Vol. 11, Springer-Verlag, New York, Heidelberg, Berlin, 1983.

    Book  MATH  Google Scholar 

  8. Y. Mittal, Comparison technique for highly dependent stationary Gaussian processes, in J. Tiago de Oliveira (Ed.), Statistical Extremes and Applications, Reidel, Dordrecht, 1984, pp. 181–195.

    Chapter  Google Scholar 

  9. Y. Mittal and D. Ylvisaker, Limit distributions for the maxima of stationary Gaussian processes, Stoch. Process. Appl., 3(1):1–18, 1975.

    Article  MathSciNet  MATH  Google Scholar 

  10. P. Mladenović and V.I. Piterbarg, On asymptotic distribution of maxima of complete and incomplete samples from stationary sequences, Stoch. Process. Appl., 116(12):1977–1991, 2006.

    Article  MATH  Google Scholar 

  11. Z. Peng, L. Cao, and S. Nadarajah, Asymptotic distributions of maxima of complete and incomplete samples from multivariate stationary Gaussian sequences, J. Multivariate Anal., 101(10):2641–2647, 2010.

    Article  MathSciNet  MATH  Google Scholar 

  12. V.I. Piterbarg, Asymptotic Methods in the Theory of Gaussian Processes and Fields, Transl. Math. Monogr., Vol. 148, Amer. Math. Soc., Providence, RI, 1996.

    MATH  Google Scholar 

  13. V.I. Piterbarg, Discrete and continuous time extremes of Gaussian processes, Extremes, 7(2):161–177, 2004.

    Article  MathSciNet  MATH  Google Scholar 

  14. Z. Tan and E. Hashorva, Exact tail asymptotics of the supremum of strongly dependent Gaussian processes over a random interval, Lith. Math. J., 53(1):91–102, 2013.

    Article  MathSciNet  MATH  Google Scholar 

  15. Z. Tan and E. Hashorva, On Piterbarg max-discretisation theorem for standardised maximum of stationary Gaussian processes, Methodol. Comput. Appl. Probab., 2013 (in press), doi:10.1007/s11009-012-9305-8.

    Google Scholar 

  16. Z. Tan and Y. Wang, Some asymptotic results on extremes of incomplete samples, Extremes, 15(3):319–332, 2012.

    Article  MathSciNet  Google Scholar 

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Correspondence to Enkelejd Hashorva¹.

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1The author is supported partially by the Swiss National Science Foundation project 200021-1401633/1.

2The author has been supported by the National Natural Science Foundation of China under grant 11171275 and by the Natural Science Foundation Project of CQ under cstc2012jjA00029.

3The author has been partially supported by the Swiss National Science Foundation project 200021–134785 and by the project RARE-318984 (a Marie Curie International Research Staff Exchange Scheme Fellowship within the 7th European Community Framework Programme).

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Hashorva¹, E., Peng², Z. & Weng³, Z. On Piterbarg theorem for maxima of stationary Gaussian sequences. Lith Math J 53, 280–292 (2013). https://doi.org/10.1007/s10986-013-9208-6

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  • DOI: https://doi.org/10.1007/s10986-013-9208-6

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