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dc.contributor.authorWichai Chattinnawaten_US
dc.contributor.authorCanan Bilenen_US
dc.description.abstract© 2016 Quality Technology & Quantitative Management. In this paper, we analysed the effect of multivariate normal inspection errors on the performance of the Hotelling T2 for individual observations during Phase II. The computed and charted statistic based on contaminated measurements may lead to inferior performance in the false alarm rate, power of detection and average run length (ARL). In this paper, we derive explicitly how the multivariate inspection errors are related to the Hotelling T2 statistic. Performance of the multivariate statistical process control approach in terms of in-control and out-of-control ARL is reported with respect to different cases/structures of the inspection errors. Given fixed sizes of measurement error covariances, both the false alarm rate and detection time are dramatically affected by just 10% measurement error. High correlations of the measurement errors induce larger variances and covariances of the observed process characteristics, leading to inferior performance of the T2 chart. This research finding has advantages that one can predict how the Hotelling T2 chart will be inferior with respect to the measurement structure, i.e. %GRR. The lemmas provided in this research yield an explicit expression for numerical analysis of the inferior performance of the T2 chart.en_US
dc.subjectBusiness, Management and Accountingen_US
dc.subjectDecision Sciencesen_US
dc.titlePerformance analysis of hotelling T<sup>2</sup> under multivariate inspection errorsen_US
article.title.sourcetitleQuality Technology and Quantitative Managementen_US
article.volume14en_US Mai Universityen_US Dakota State Universityen_US
Appears in Collections:CMUL: Journal Articles

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