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Information for Estimating the Proportions in Mixtures of Exponential and Normal Distributions

 

作者: BruceM. Hill,  

 

期刊: Journal of the American Statistical Association  (Taylor Available online 1963)
卷期: Volume 58, issue 304  

页码: 918-932

 

ISSN:0162-1459

 

年代: 1963

 

DOI:10.1080/01621459.1963.10480678

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

The Fisher informationI(p;f1,f2) for estimating the proportionpin a mixture λ(x) =pf1(x) +(1 −p)f2(x) of two densities is investigated. A general power series expansion is obtained, which is then explored in detail for the case of two exponential densities, and for the case of two normal densities with equal scale. Simple approximations are obtained, for example

 

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