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An adaptive CUSUM chart for monitoring poisson rates with increasing population sizes
Zhao,Honghao1; Shu,Lianjie2; Jiang,Wei3; Tsui,Kwok Leung4
2015-09-01
Source PublicationEuropean Journal of Industrial Engineering
ISSN17515262 17515254
Volume9Issue:5Pages:692-715
AbstractThe CUSUM control chart is an effective tool for monitoring both variable and count data. However, it often requires the assumption of known process parameters. To get away from this assumption, the adaptive CUSUM (ACUSUM) procedure has been suggested, with primary focus on the monitoring of variable data. This paper extends the idea of ACUSUM control charts from the monitoring of variable data to the monitoring of count data based on an inhomogeneous Poisson model. The study is motivated by a real example of male thyroid cancer data in New Mexico. The comparison results show that the ACUSUM method generally performs better than the traditional Poisson CUSUM charts and other variations for monitoring a wide range of shifts in the Poisson mean.
KeywordACUSUM Adaptive CUSUM Conditional expected delay Inhomogeneous poisson process WCUSUM Weighted CUSUM
DOI10.1504/EJIE.2015.071778
URLView the original
Language英语
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Document TypeJournal article
CollectionUniversity of Macau
Corresponding AuthorZhao,Honghao
Affiliation1.School of Business, Macau University of Science and Technology,,Taipa,Macao
2.Faculty of Business Administration, University of Macau,,Taipa,Macao
3.Antai College of Economics and Management, Shanghai Jiaotong University,,Shanghai,China
4.Department of Systems Engineering and Engineering Management, City University of Hong Kong,,Hong Kong,Hong Kong
Recommended Citation
GB/T 7714
Zhao,Honghao,Shu,Lianjie,Jiang,Wei,et al. An adaptive CUSUM chart for monitoring poisson rates with increasing population sizes[J]. European Journal of Industrial Engineering,2015,9(5):692-715.
APA Zhao,Honghao,Shu,Lianjie,Jiang,Wei,&Tsui,Kwok Leung.(2015).An adaptive CUSUM chart for monitoring poisson rates with increasing population sizes.European Journal of Industrial Engineering,9(5),692-715.
MLA Zhao,Honghao,et al."An adaptive CUSUM chart for monitoring poisson rates with increasing population sizes".European Journal of Industrial Engineering 9.5(2015):692-715.
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