An Exponential Inequality for Strictly Stationary and Negatively Associated Random Variables

被引:8
|
作者
Xing, Guodong [1 ]
Yang, Shanchao [2 ]
机构
[1] Hunan Univ Sci & Engn, Dept Math, Yongzhou, Hunan, Peoples R China
[2] Guangxi Normal Univ, Dept Math, Guangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Exponential inequality; Convergence rate; Negatively associated; SURE CONVERGENCE; SUMS; LAW;
D O I
10.1080/03610920902750053
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We establish an exponential inequality for strictly stationary and negatively associated random variables which improves the corresponding results which Jabbari Nooghabi and Azarnoosh (2009) and Kim and Kim (2007) got, and get also the convergence rate n(-1/2)(log n)(1/2) for the strong law of large numbers that Sigma(n)(i=1) (X-i - EXi)/n -> 0 a.s. without any extra condition on the covariance structure, which is faster than the relevant ones n(-1/3)(log n)(5/3), n(-1/2)p(n)(1/2)(log n)(3/2), and n(-1/2)(log n)(1/2)(log log n)(xi/2) for any xi > 1 obtained by Jabbari Nooghabi and Azarnoosh (2009) for the case of geometrically decreasing covariance, Kim and Kim (2007) and Yang et al. (2008), respectively. In addition, an exponential inequality for the tail of a block decomposition of the sums is also presented, which improves the relevant one derived by Oliveira (2005) in the course of the proof.
引用
收藏
页码:340 / 349
页数:10
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