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A Note on the Limiting Relative Efficiency of the Wald Sequential Probability Ratio Test

 

作者: Robert Bechhofer,  

 

期刊: Journal of the American Statistical Association  (Taylor Available online 1960)
卷期: Volume 55, issue 292  

页码: 660-663

 

ISSN:0162-1459

 

年代: 1960

 

DOI:10.1080/01621459.1960.10483366

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

The efficiency (measured in terms of ratio of average sample size to fixed sample size) of the Wald sequential probability ratio test relative to the best competing fixed sample procedure for testingH0:θ = θ0versusH1:θ = θ1(θ0< θ1) whenXis distributedN(X|θ, σ2) with known σ1is studied for fixed (θ, θ0, θ1) as the specified probabilities of error, α (the probability of rejectingH0when θ = θ0) and β (the probability of acceptingH0when θ = θ1), approach zero. The limit is shown to depend on the relative rates at which α and β approach zero in a prescribed manner. In particular, whenaα= β(a> 0) this limiting relative efficiency is equal to (θ1– θ0)/(4|θ1+θ0− 2θ|). The practical implications of this result are discussed.

 

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