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The maxima and sums of multivariate non-stationary Gaussian sequences

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Abstract

Let {X k 1, …, X kp , k ≥ 1} be a p-dimensional standard (zero-means, unit-variances) non-stationary Gaussian vector sequence. In this work, the joint limit distribution of the maxima of {X k 1, …, X kp , k ≥ 1}, the incomplete maxima of those sequences subject to random failure and the partial sums of those sequences are obtained.

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References

  1. C W Anderson, K F Turkman. The joint limiting distribution of sums and maxima of stationary sequences, J Appl Probab, 1991a, 28: 33–44.

    MATH  MathSciNet  Google Scholar 

  2. C W Anderson, K F Turkman. Sums and maxima in stationary sequences, J Appl Probab, 1991b, 28: 715–716.

    MATH  MathSciNet  Google Scholar 

  3. T L Chow, J L Teugels. The sum and the maximum of i.i.d. random variables, In: Proceedings of the Second Prague Symposium on Asymptotic Statistics (Hradec Kralove), North-Holland, New York, 1978.

    Google Scholar 

  4. E Hashorva, Z Q Peng, Z C Weng. On Piterbarg theorem for maxima of stationary Gaussian sequences, Lithuanian Math J, 2013, 53: 280–292.

    MATH  MathSciNet  Google Scholar 

  5. H C Ho, T Hsing. On the asymptotic joint distribution of the sum and maximum of stationary normal random variables, J Appl Probab, 1996, 33: 138–145.

    MATH  MathSciNet  Google Scholar 

  6. H C Ho, W P McCormick. Asymptotic distribution of sum and maximum for strongly dependent Gaussian processes, J Appl Probab, 1999, 36: 1031–1044.

    MATH  MathSciNet  Google Scholar 

  7. A P Hu, Z X Peng, Y C Qi. Joint behavior of point process of exceedances and partial sum from a Gaussian sequence, Metrika, 2009, 70: 279–295.

    MathSciNet  Google Scholar 

  8. B James, K James, Y C Qi. Limit distribution of the sum and maximum from multivariate Gaussian sequences, J Multivariate Anal, 2007, 98: 517–532.

    MATH  MathSciNet  Google Scholar 

  9. M R Leadbetter, G Lindgren, H Rootz´en. Extremes and Related Properties of Random Sequences and Processes, Springer, New York, 1983

    Book  MATH  Google Scholar 

  10. F M Lin, D M Shi, Y Y Jiang. Some distributional limit theorems for the maxima of Gaussian vector sequences, Comput Math Appl, 2012, 64: 2497–2506.

    MATH  MathSciNet  Google Scholar 

  11. W P McCormick. Weak convergence for the maxima of stationary Gaussian processes using random normalization, Ann Probab, 1980, 8: 483–497.

    MATH  MathSciNet  Google Scholar 

  12. W P McCormick, Y C Qi. Asymptotic distribution for the sum and the maximum of Gaussian processes, J Appl Probab, 2000, 37: 958–971.

    MATH  MathSciNet  Google Scholar 

  13. Y Mittal, D Ylvisaker. Limit distribution for the maximum of stationary Gaussian processes, Stochastic Process Appl, 1975, 3: 1–18.

    MATH  MathSciNet  Google Scholar 

  14. P Mladenovi´c, V I Piterbarg. On asymptotic distribution of maxima of complete and incomplete samples from stationary sequences, Stochastic Process Appl, 2006, 116: 1977–1991.

    MathSciNet  Google Scholar 

  15. Z X Peng. Joint asymptotic distributions of exceedances point process and partial sum of strong dependent Gaussian sequences, Acta Math Appl Sin, 1998, 22: 362–367.

    Google Scholar 

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

    MATH  MathSciNet  Google Scholar 

  17. Z X Peng, S Nadarajah. On the joint limiting distribution of sums and maxima of stationary normal sequence, Theory Probab Appl, 2002, 47: 817–820.

    MathSciNet  Google Scholar 

  18. Z X Peng, J J Tong, Z C Weng. Joint limit distributions of exceedances point processes and partial sums of Gaussian vector sequence, Acta Math Sin Engl Ser, 2012, 28: 1647–1662.

    MATH  MathSciNet  Google Scholar 

  19. V I Piterbarg. Asymptotic Methods in the Theory of Gaussian Processes and Fields, AMS, Providence, 1996.

    MATH  Google Scholar 

  20. Z Q Tan, E Hashorva. On Piterbarg max-discretisation theorem for multivariate stationary Gaussian processes, J Math Anal Appl, 2014, 409: 299–314.

    MATH  MathSciNet  Google Scholar 

  21. Z Q Tan, Z X Peng. Joint asymptotic distributions of exceedances point process and partial sum of strong dependent nonstationary Gaussian sequences, Acta Math Appl Sin, 2011a, 34: 24–32.

    MATH  MathSciNet  Google Scholar 

  22. Z Q Tan, Z X Peng. Joint asymptotic distribution of exceedances point process and partial sum of stationary Gaussian sequence, Appl Math J Chinese Univ Ser B, 2011, 26: 319–326.

    MATH  MathSciNet  Google Scholar 

  23. Z Q Tan, Y B Wang. Some asymptotic results on extremes of incomplete samples, Extremes, 2012, 15: 319–332.

    MathSciNet  Google Scholar 

  24. M G Temido. Mixture results for extremal behaviour of strongly dependent nonstationary Gaussian sequences, TEST, 2000, 9: 439–453.

    MATH  MathSciNet  Google Scholar 

  25. M Wi´esniewski. Extreme order statistics in eqnally corrected Gaussian array, Appl Math, 1994, 22: 193–200.

    Google Scholar 

  26. L Zhang. The asymptotic joint distribution of maximum and sum of Gaussian sequence with strong dependence, Acta Math Appl Sin, 2006, 26: 56–61.

    Google Scholar 

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Correspondence to Zhong-quan Tan.

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Supported by the National Natural Science Foundation of China (11326175, 71471090) and the Zhejiang Natural Science Foundation of China (LQ14A010012).

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Tan, Zq., Yang, Y. The maxima and sums of multivariate non-stationary Gaussian sequences. Appl. Math. J. Chin. Univ. 30, 197–209 (2015). https://doi.org/10.1007/s11766-015-3261-3

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  • DOI: https://doi.org/10.1007/s11766-015-3261-3

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