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An estimate of the remainder of a limit theorem

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  • He, Jianjun

Abstract

Let {X,Xn,n≥1} be a sequence of i.i.d. random variables with zero mean and finite variance. Set Sn=∑k=1nXk, EX2=σ2>0, λα(ϵ)=∑n=1∞P(|Sn|≥n1/2+αϵ), 0<α<1. In this paper, we discuss the rate of the approximation of σ1/αcα by ϵ1/αλα(ϵ) under suitable conditions, and extend the results of Klesov (1994), and He and Xie (in press), where cα=π−1/221/2αΓ(12+12α).

Suggested Citation

  • He, Jianjun, 2012. "An estimate of the remainder of a limit theorem," Statistics & Probability Letters, Elsevier, vol. 82(3), pages 478-487.
  • Handle: RePEc:eee:stapro:v:82:y:2012:i:3:p:478-487
    DOI: 10.1016/j.spl.2011.11.009
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    References listed on IDEAS

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    1. 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.
    2. Liu, Weidong & Lin, Zhengyan, 2006. "Precise asymptotics for a new kind of complete moment convergence," Statistics & Probability Letters, Elsevier, vol. 76(16), pages 1787-1799, October.
    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.
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