Bayesian Estimation of the Rate at Which a Process, Monitored by an X Chart, Goes Out of Control

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dc.contributor.authorBischak, Dianeeng
dc.contributor.authorSilver, Edward A.eng
dc.date.accessioned2011-10-05T20:51:32Z
dc.date.available2011-10-05T20:51:32Z
dc.date.issued2004
dc.descriptionThis is an electronic version of an article published in Silver, E. A., & Bischak, D. P. (2004). Bayesian estimation of the rate at which a process, monitored by an X chart, goes out of control. International Journal of Production Research, 42(6), 1227-1242. International Journal of Production Research is available online at: http://www.tandfonline.com/doi/abs/10.1080/00207540412331281980. This article has been uploaded according the the publisher policy posted on SHERPA/RoMEO October 5, 2011.eng
dc.description.abstractWe consider a process that is monitored by an X chart. It is assumed that the process may go out of control due to the occurrence of any of several independent assignable causes. The time until each specific assignable cause occurs is exponential, but the distributional parameters of the various causes are unknown and are not necessarily identical. A Bayesian approach is used to estimate these parameters. The approach encompasses prior knowledge about the parameters as well as observations of the process, including when the out-of-control situation was detected and the associated assignable cause. Numerical illustrations are provided that indicate how the posterior results depend upon the choice of the parameters of the prior distributions.eng
dc.description.refereedYeseng
dc.identifier.citationE.A. Silver and D.P. Bischak, “Bayesian estimation of the rate at which a process, monitored by an chart, goes out of control,” International Journal of Production Research 42:6 (2004), 1227-1242.eng
dc.identifier.doihttp://dx.doi.org/10.11575/PRISM/33947
dc.identifier.issn0020-7543
dc.identifier.urihttp://hdl.handle.net/1880/48754
dc.language.isoengeng
dc.publisherTaylor & Franciseng
dc.publisher.corporateUniversity of Calgaryeng
dc.publisher.facultyHaskayne School of Businesseng
dc.publisher.hasversionPost-print
dc.publisher.urlhttp://www.tandf.co.uk/journals/titles/00207543.aspeng
dc.subjectX control charteng
dc.subjectmultiple assignable causeseng
dc.subject.otherparameter estimationeng
dc.subject.otherexponential distributioneng
dc.subject.otherDirichlet distributioneng
dc.titleBayesian Estimation of the Rate at Which a Process, Monitored by an X Chart, Goes Out of Controleng
dc.typejournal articleeng
thesis.degree.disciplineOperations Managementeng
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