UM  > Faculty of Business Administration
An adaptive CUSUM chart for monitoring poisson rates with increasing population sizes
Honghao Zhao1; Lianjie Shu2; Wei Jiang3; Kwok-Leung Tsui4
2015-09-01
Source PublicationEuropean Journal of Industrial Engineering
ABS Journal Level2
ISSN1751-5254
Volume9Issue:5Pages:692-715
Abstract

The 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
DOIhttp://dx.doi.org/10.1504/EJIE.2015.071778
URLView the original
Indexed BySCIE
Language英语
WOS Research AreaEngineering ; Operations Research & Management Science
WOS SubjectEngineering, Industrial ; Operations Research & Management Science
WOS IDWOS:000364319300006
Fulltext Access
Citation statistics
Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionFaculty of Business Administration
DEPARTMENT OF ACCOUNTING AND INFORMATION MANAGEMENT
Corresponding AuthorHonghao Zhao
Affiliation1.School of Business, Macau University of Science and Technology, Taipa, Macau, China
2.Faculty of Business Administration, University of Macau, Taipa, Macau, China
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, China
Recommended Citation
GB/T 7714
Honghao Zhao,Lianjie Shu,Wei Jiang,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 Honghao Zhao,Lianjie Shu,Wei Jiang,&Kwok-Leung Tsui.(2015).An adaptive CUSUM chart for monitoring poisson rates with increasing population sizes.European Journal of Industrial Engineering,9(5),692-715.
MLA Honghao Zhao,et al."An adaptive CUSUM chart for monitoring poisson rates with increasing population sizes".European Journal of Industrial Engineering 9.5(2015):692-715.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Honghao Zhao]'s Articles
[Lianjie Shu]'s Articles
[Wei Jiang]'s Articles
Baidu academic
Similar articles in Baidu academic
[Honghao Zhao]'s Articles
[Lianjie Shu]'s Articles
[Wei Jiang]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Honghao Zhao]'s Articles
[Lianjie Shu]'s Articles
[Wei Jiang]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.