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两两NQD序列下非指数分布族参数的经验Bayes检验 被引量:2

Empirical Bayes Test of Parameter for a Non-exponential Distribution Family with NQD Random Series in Twos
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摘要 讨论两两NQD序列下非指数分布族参数的经验Bayes(EB)检验问题.利用概率密度函数的核估计方法,构造参数的EB检验函数,在适当的条件下证明EB检验函数是渐近最优的,并获得了它的收敛速度.最后举出一个满足定理条件的例子. The empirical Bayes (EB) test problem has been investigated in this paper for the parameter of a non‐exponential distribution family with NQD random series in twos .By means of the kernel‐type density estimation method ,the EB test decision rules of the parameter have been constructed ,which proves the asymptotically optimal property and convergence rates for the EB test decision rules under some suitable conditions .Finally ,an example satisfying the conditions of theorem has been given .
作者 邵敏娜
出处 《西南师范大学学报(自然科学版)》 CAS CSCD 北大核心 2014年第11期30-34,共5页 Journal of Southwest China Normal University(Natural Science Edition)
基金 宁夏大学科学研究基金资助项目(ZR1214)
关键词 两两NQD序列 核估计 经验BAYES检验 收敛速度 非指数分布 NQD series in twos kernel estimation empirical Bayes test convergence rate non-exponen-tial distribution
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  • 1丁晓,韦来生.双指数分布位置参数的经验Bayes估计问题[J].数学杂志,2005,25(4):413-420. 被引量:16
  • 2潘建敏.NA序列中心极限定理的收敛速度(英文)[J].应用概率统计,1997,13(2):183-192. 被引量:37
  • 3卢昆亮.密度的混合偏导数的核估计及其收敛速度[J].系统科学与数学,1982,2(3):220-226.
  • 4Robbins H. The Empirical Bayes Approach to Statistical Decision Problems [J]. Ann. Math. Statist, 1964, 35.
  • 5Johns M V Jr, Van Ryzin J. Convergence Rates in Empirical Bayes Two-action Problems Ⅰ: Discrete Case [J]. Ann. Math. Statist,1971, 42.
  • 6Johns M V Jr, Van Ryzin J. Convergence Rates in Empirical Bayes Two-action Problems Ⅱ: Continuous Case[J]. Ann. Math. Statist,1972, 43.
  • 7Karunamuni R J, Yang H. On Convergence Rates of Monotone Empir- ical Bayes Tests for the Continuous One-parameter Exponential Fami- ly [J]. Statistics and Decisions,1995, 13.
  • 8Liang T. On Optimal Convergence Rate of Empirical Bayes Tests [J]. Statistics &Probability Letters,2004, 68.
  • 9Singh R S, Wei L S. Nonparametric Empirical Bayes Procedures, as- ymptotic Optimality and Rates of Convergence for Two-sided Tests in Exponential Family [J]. Nonparametfie Statistics,2000, 12.
  • 10Rosenblatt M. Remarks on some nonparametric estimates of a density function. Ann. Math. Statist., 1956, 27: 832-837.

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