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A general pattern of asymptotic behavior of the R/S statistics for linear processes

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  • Fa-mei Zheng
  • Qing-pei Zang

Abstract

In this paper, we establish that a general law for the complete moment convergence of range statistics. It can describe the relations among the boundary function, weighted function, convergence rate and limit value in the study of precise rates for complete moment convergence. Moreover, we assume that the samples are derived from linear processes. Copyright Springer-Verlag Berlin Heidelberg 2015

Suggested Citation

  • Fa-mei Zheng & Qing-pei Zang, 2015. "A general pattern of asymptotic behavior of the R/S statistics for linear processes," Statistical Papers, Springer, vol. 56(1), pages 191-204, February.
  • Handle: RePEc:spr:stpapr:v:56:y:2015:i:1:p:191-204
    DOI: 10.1007/s00362-013-0574-2
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    References listed on IDEAS

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    1. Zhang, Yong & Yang, Xiao-Yun, 2008. "Precise asymptotics in the law of the iterated logarithm and the complete convergence for uniform empirical process," Statistics & Probability Letters, Elsevier, vol. 78(9), pages 1051-1055, July.
    2. Lihong Wang & Jinde Wang, 2006. "Change-of-variance problem for linear processes with long memory," Statistical Papers, Springer, vol. 47(2), pages 279-298, March.
    3. Chen, Robert, 1978. "A remark on the tail probability of a distribution," Journal of Multivariate Analysis, Elsevier, vol. 8(2), pages 328-333, June.
    4. Lo, Andrew W, 1991. "Long-Term Memory in Stock Market Prices," Econometrica, Econometric Society, vol. 59(5), pages 1279-1313, September.
    5. Lanzinger, H. & Stadtmüller, U., 2004. "Refined Baum-Katz laws for weighted sums of iid random variables," Statistics & Probability Letters, Elsevier, vol. 69(3), pages 357-368, September.
    6. Wenzhi Zhao & Zheng Tian & Zhiming Xia, 2010. "Ratio test for variance change point in linear process with long memory," Statistical Papers, Springer, vol. 51(2), pages 397-407, June.
    7. Gut, Allan & Spataru, Aurel, 2003. "Precise asymptotics in some strong limit theorems for multidimensionally indexed random variables," Journal of Multivariate Analysis, Elsevier, vol. 86(2), pages 398-422, August.
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