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On the Sampling Distribution of the Mode and Its Use with Standard Times

 

作者: Paul Marlin,  

 

期刊: IIE Transactions  (Taylor Available online 1983)
卷期: Volume 15, issue 3  

页码: 210-216

 

ISSN:0740-817X

 

年代: 1983

 

DOI:10.1080/05695558308974636

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

The mode - the most likely value—of the distribution of task times is proposed as the definition of the standard time in certain nonmanufacturing applications. Three objectives of the use of time standards are discussed: personnel motivation and control, short-term work scheduling, and medium-range manpower planning. While the mean is the appropriate measure for the second and third, the mode may be preferable for the first. The sampling distributions of two estimators of the mode of the gamma distribution are investigated. A definition based on the maximum likelihood estimators of the distributional parameters is relatively easy to implement and has a much smaller sampling variance than the Pearson mode.

 

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