Maximal Serfling inequalities for the partial sums of random variables sequence and its application
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摘要: 利用\,Serfling\,不等式得到了一类随机变量序列的矩不等式, 然后运用这些矩不等式探讨了相应随机变量序列部分和 的大偏差和强收敛性, 所获结论推广和改进了相关文献已有结果.
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关键词:
- Serfling\,不等式 /
- 随机变量部分和 /
- 大偏差 /
- 强收敛性
Abstract: Using the Serfling inequality, some moment inequalities for the partial sums of a class of random variables sequence are obtained, then we mainly discuss the large deviation and the strong convergence by applying these moment inequalities. Some results in relative literature are extended and sharpened. -
[1] {1} SERFLING R J. Moment inequalities for maximum cumulative sum[J]. Ann Math Statist, 1970, 41(4):1227-1234.{2} 杨善朝. 部分和基本极大~Serfiling~不等式[J]. 广西师范大学学报, 2000, 18(2): 34-36.{3} 杨善朝. 一类随机变量部分和的矩不等式及其应用[J]. 科学通报, 1998, 43(17): 1823-1827.{4} 杨善朝. 随机变量部分和和的矩不等式[J]. 中国科学, 2000, 30(3): 218-223.{5} STOUT W F, Almost Sure Convergence[M]. New York: Academic Press, 1974.{6} 吴群英. 混合序列的概率极限理论[M]. 北京: 科学出版社, 2006.{7} PETROV V V. 独立随机变量之和的极限定理[M]. 苏淳, 黄可明译. 合肥: 中国科学技术大学出版社, 1991.{8} HU S H, WANG X J. Large deviations for some dependent sequences[J]. Acta Math Sci, 2008, 28B(2): 295-300.{9} BRYC W, SMOLENSKI W. Moment conditions for almost sure convergence of weakly correlated variables[J]. Proceedings of Amer Math Society, 1993, 119(2): 629-635.{10} 吴群英. 两两\,$NQD$\,列的收敛性质[J]. 数学学报, 2002, 45(3): 617-624.
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