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模糊Bayes检验 被引量:1

Fuzzy Bayes Test
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摘要 本文对原假设和备择假设中参数是模糊子集的假设检验问题,引入了模糊Bayes检验的概念,对简单模糊假设,给出了求模糊Bayes检验的方法,讨论了它的性质,并针对一类特殊的隶属函数,得出了检验的具体公式。最后,通过几个数值实例,表明了模糊Bayes检验的优良性。 This paper introduced a new concept, fuzzy Bayes test, for testing hypothesis underwhich the parameter is a fuzzy subset of the parameter space. We gave the way to obtainthe fuzzy Bayes test for simple fuzzy hypotheses and discussed its property. The formu-lation of the fuzzy Bayes test of hypothesis testing, where the membership function rep-resenting the fuzzy parameter has the special form and the data is normally distributed,was addressed. Several numerical examples were illustrated to exhibit the goodness ofthe fuzzy Bayes test.
出处 《模糊系统与数学》 CSCD 1995年第3期80-88,共9页 Fuzzy Systems and Mathematics
关键词 模糊假设 模糊集 模糊贝叶斯检验 假设检验 fuzzy hypothesis fuzzy risk function fuzzy Bayes test cardinality of afuzzy set ranking index of a fuzzy set
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  • 1Wu H C. Statistical hypotheses testing for fuzzy data[J]. Information Sciences, 2005,175:30-56.
  • 2Romer C,Kandel A. Statistical tests for fuzzy data[J]. Fuzzy Sets and System, 1995,72:1-26.
  • 3Filzmoser P, Viertl R. Testing hypotheses with fuzzy data : the fuzzy p-value[J]. Metrika, 2004,59 : 21- 29.
  • 4Taheri S M,Behboodian J. A Bayesian approach to fuzzy hypotheses testing[J]. Fuzzy Sets and System,2000, 123:39-48.
  • 5陈意平 刘学文 张建军.年径流序列周期的模糊假设检验与预测.电子科技大学学报,1997,26:609-613.
  • 6魏立力,张文修.两参数指数分布模型多重模糊假设检验的贝叶斯方法[J].系统工程,2002,20(2):1-5. 被引量:10

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