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关于任意离散随机序列的一个强偏差定理(英文) 被引量:2

A strong deviation theorem for arbitrary discrete random sequence
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摘要 引用极限对数似然比的概念作为任意随机序列联合分布与其边缘分布“不相似性”的度量,构造几乎处处收敛的上鞅,讨论了任意离散随机序列的强偏差定理. In this paper, the notion of limit logarithmic likelihood ratio of stochastic sequences, as a measure of “dissimilarity” between their joint distributions and the product of their marginals, is introduced. Construct convergence super-martingale, a strong deviation theorem for arbitrary discrete stochastic sequence is obtained.
作者 汪忠志
出处 《纯粹数学与应用数学》 CSCD 北大核心 2005年第4期341-344,355,共5页 Pure and Applied Mathematics
基金 安徽省教育厅科研基金(2004Kj069).
关键词 随机序列 极限对数似然比 强偏差定理 random sequence, limit logarithmic likelihood ratio, martingale, strongdeviation theorem
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参考文献4

  • 1Liu Wen. A kind of Strong Deviation Theorems for the sequence of nonnegative integer-valued random variables [J]. Statistics & Probability Letters, 1997, 32(2): 269-276. 被引量:1
  • 2Wen Liu, Weiguo Yang. The Markov Approximation of the Sequences of N-valued Random Variables and A Class of Some Deviation Theorems[J]. Stochastic Probability and Their Applications, 2000,89(1):117-130. 被引量:1
  • 3Van de Geer S. Exponential inequalities for martingales, with applications to maximum likelihood estimation for counting processes[J]. Ann. Stat. , 1995,23(4):1779-1801. 被引量:1
  • 4Chung K L. A Course in Probability Theory [M]. 2nd ed. New York: Academic Press,1988. 被引量:1

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