Precise asymptotics in the law of the iterated logarithm for R/S statistic

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作者
Tian-Xiao Pang
Zheng-Yan Lin
Kyo-Shin Hwang
机构
[1] Zhejiang University,Department of Mathematics
[2] Yeungnam University,School of General Education
关键词
domain of attraction of the normal law; law of the iterated logarithm; precise asymptotics; statistic;
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摘要
Let {X,Xn,n≥1} be a sequence of i.i.d. random variables which is in the domain of attraction of the normal law with zero mean and possibly infinite variance, Q(n)=R(n)/S(n) be the rescaled range statistic, where R(n)=max1≤k≤n{∑j=1k(Xj−X¯n)}−min1≤k≤n{∑j=1k(Xj−X¯n)}, S2(n)=∑j=1n(Xj−X¯n)2/n and X¯n=∑j=1nXj/n. Then two precise asymptotics related to probability convergence for Q(n) statistic are established under some mild conditions in this paper. Moreover, the precise asymptotics related to almost surely convergence for Q(n) statistic is also considered under some mild conditions.
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