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On Conditional Expectations of Location Statistics

 

作者: RobertV. Hogg,  

 

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

页码: 714-717

 

ISSN:0162-1459

 

年代: 1960

 

DOI:10.1080/01621459.1960.10483370

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

LetT1andT2be two odd location statistics, such as the sample mean and the sample median. LetS1andS2be two even location-free statistics, such as the sample variance and the sample range. When sampling from a symmetric distribution, it is proved that the conditional expectation of either odd location statistic, given the even location-free statistics, is equal to θ, the midpoint of the distribution. This implies that if the random weightsW1andW2are functions of even location-free statistics so thatW1+W2= 1, thenW1T1+W2T2is an unbiased estimator of θ.

 

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