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On the robustness of x-charts

 

作者: B.F. Arnold,   E. v. Collani,  

 

期刊: Statistics  (Taylor Available online 1989)
卷期: Volume 20, issue 1  

页码: 149-159

 

ISSN:0233-1888

 

年代: 1989

 

DOI:10.1080/02331888908802154

 

出版商: Akademie-Verlag

 

关键词: Quality control;process control;A;X-harts;economic design;robustness;exponential distribution;minimax principle

 

数据来源: Taylor

 

摘要:

In process control the simple x-charts are widely used. In determining an optimum economic design for such a control procedure the time of satisfactory production is usually assumed to be exponentially distributed. In this paper deviations from this optimistic approach are investigated by comparing E-optimal x-charts (using the assumption of an exponentially distributed lifetime) and M-optimal x-charts which are obtained by tfie pessimistic muumax principle applied to all possible lifetime distributions with the same mean value. The comparison shows that the differences between E- and M-optimal x-charts are only minor with respect to a suitable loss function and therefore, the model under consideration is verv robust against deviations from the assumption about the distribution of the time of satisfactory production.

 

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