An equivalence between multivariate cumulative sum control charts

IF 2.3 2区 工程技术 Q3 ENGINEERING, INDUSTRIAL Quality Technology and Quantitative Management Pub Date : 2023-09-29 DOI:10.1080/16843703.2023.2255764
Nesma A. Saleh, Mahmoud A. Mahmoud, William H. Woodall
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Abstract

ABSTRACTWe show that an auxiliary information based (AIB) cumulative sum (CUSUM) chart is equivalent to a special case of the multivariate CUSUM control chart proposed by J. D. Healy. Due to this equivalence, the limitations and restrictions of the AIB-CUSUM chart also apply to Healy’s multivariate CUSUM chart.KEYWORDS: Auxiliary information-based (AIB) control chartCUSUM chartmultivariate statistical process controlstatistical process monitoring Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationNotes on contributorsNesma A. SalehNesma A. Saleh is an Associate Professor of Statistics at the Department of Statistics, Faculty of Economics and Political Science, Cairo University. She holds her B.Sc. (2009), M.Sc. (2012), and PhD (2016) in statistics from Cairo University. Her main area of interest is statistical quality control.Mahmoud A. MahmoudMahmoud A. Mahmoud is the Vice President of Cairo University. Prior to this, he was the Dean of the Faculty of Economics and Political Science, Cairo University, Vice Dean for Education and Students’ Affairs, and a Professor of Statistics at Cairo University, Faculty of Economics and Political Science. He holds his BS (1992) and MS (1997) in statistics from Cairo University, and PhD (2004) in statistics from Virginia Tech - USA. His primary area of interest is statistical quality control and improvement. He is a member of the Editorial Board of Quality and Reliability Engineering International, and Review of Economics and Political Science (REPS). He is a Deputy Editor-in-Chief in Journal of Humanities and Applied Social Sciences (JHASS).William H. WoodallWilliam H. Woodall is an Emeritus Professor in the Department of Statistics at Virginia Tech. He is a former editor of the Journal of Quality Technology (2001–2003). He is the recipient of the Box Medal (2012), Shewhart Medal (2002), Hunter Award (2019), Youden Prize (1995, 2003), Brumbaugh Award (2000, 2006), Bisgaard Award (2012), Nelson Award (2014), Ott Foundation Award (1987), and best paper award for the IIE Transactions on Quality and Reliability Engineering (1997). He is a Fellow of the American Statistical Association, a Fellow of the American Society for Quality, and an elected member of the International Statistical Institute.
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多元累积和控制图之间的等价
摘要本文证明了基于辅助信息(AIB)累积和(CUSUM)图等价于J. D. Healy提出的多元CUSUM控制图的一个特例。由于这种等价性,AIB-CUSUM图的局限性和限制也适用于Healy的多元CUSUM图。关键词:辅助信息控制(AIB)图表cusum图表多元统计过程控制统计过程监控披露声明作者未报告潜在利益冲突。作者简介:esma A. Saleh,开罗大学经济与政治科学学院统计系统计学副教授。她拥有开罗大学统计学学士学位(2009年)、硕士学位(2012年)和博士学位(2016年)。她的主要研究领域是统计质量控制。Mahmoud A. Mahmoud是开罗大学的副校长。在此之前,他曾任开罗大学经济与政治科学学院院长、教育与学生事务副院长以及开罗大学经济与政治科学学院统计学教授。1992年获得开罗大学统计学学士学位,1997年获得统计学硕士学位,2004年获得美国弗吉尼亚理工大学统计学博士学位。他的主要兴趣领域是统计质量控制和改进。他是《国际质量与可靠性工程》和《经济与政治科学评论》(REPS)编委会成员。任《人文与应用社会科学学报》副总编辑。William H. Woodall,弗吉尼亚理工大学统计系名誉教授,曾任《质量技术杂志》编辑(2001-2003)。他获得了Box奖章(2012年)、Shewhart奖章(2002年)、Hunter奖(2019年)、Youden奖(1995年、2003年)、Brumbaugh奖(2000年、2006年)、Bisgaard奖(2012年)、Nelson奖(2014年)、Ott基金会奖(1987年)和IIE Transactions on Quality and Reliability Engineering(1997年)的最佳论文奖。他是美国统计协会的会员,美国质量学会的会员,以及国际统计学会的当选成员。
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来源期刊
Quality Technology and Quantitative Management
Quality Technology and Quantitative Management ENGINEERING, INDUSTRIAL-OPERATIONS RESEARCH & MANAGEMENT SCIENCE
CiteScore
5.10
自引率
21.40%
发文量
47
审稿时长
>12 weeks
期刊介绍: Quality Technology and Quantitative Management is an international refereed journal publishing original work in quality, reliability, queuing service systems, applied statistics (including methodology, data analysis, simulation), and their applications in business and industrial management. The journal publishes both theoretical and applied research articles using statistical methods or presenting new results, which solve or have the potential to solve real-world management problems.
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