Cumulative sum charts for high yield processes

Authors
Citation
Tc. Chang et Ff. Gan, Cumulative sum charts for high yield processes, STAT SINICA, 11(3), 2001, pp. 791-805
Citations number
13
Categorie Soggetti
Mathematics
Journal title
STATISTICA SINICA
ISSN journal
10170405 → ACNP
Volume
11
Issue
3
Year of publication
2001
Pages
791 - 805
Database
ISI
SICI code
1017-0405(200107)11:3<791:CSCFHY>2.0.ZU;2-Q
Abstract
The cumulative sum (CUSUM) chart, well-known to be sensitive in detecting s mall and moderate parameter changes, is proposed here for monitoring a high yield process. The sensitivities of the CUSUM charts based on geometric, B ernoulli and binomial counts axe compared. Based on the comparisons, recomm endations for the selection of a chart are provided. Simple procedures axe given for optimal design of CUSUM charts based on geometric and Bernoulli c ounts. An application of CUSUM charts in monitoring an actual high yield pr ocess is demonstrated.