Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times
In this paper, gamma (lambda,2) distribution is considered as a failure model for the economic statistical design of (x) over bar control charts. The study shows that the statistical performance of control charts can be improved significantly, with only a slight increase in the cost, by adding const...
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2020
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| Online Access: | https://eprints.kfupm.edu.sa/id/eprint/2390/1/economic_statistical_design_of__x_over_b_al_oraini_isi_000180623900005.pdf |
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| _version_ | 1864513401212895233 |
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| author | Al-Oraini, H.A. |
| author2 | Rahim, M. A . unknown |
| author2_role | author author |
| author_facet | Al-Oraini, H.A. Rahim, M. A . unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Al-Oraini, H.A. Rahim, M. A . unknown |
| dc.date.*.fl_str_mv | 2020 |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/2390/1/economic_statistical_design_of__x_over_b_al_oraini_isi_000180623900005.pdf Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times. JOURNAL OF APPLIED STATISTICS, 30. pp. 397-409. |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | CARFAX PUBLISHING |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/2390/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Systems |
| dc.title.none.fl_str_mv | Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | In this paper, gamma (lambda,2) distribution is considered as a failure model for the economic statistical design of (x) over bar control charts. The study shows that the statistical performance of control charts can be improved significantly, with only a slight increase in the cost, by adding constraints to the optimization problem. The use of an economic statistical design instead of an economic design results in control charts that may be less expensive to implement, that have lower false alarm rates, and that have a higher probability of detecting process shifts. Numerical examples are presented to support this proposition. The results of economic statistical design are compared with those of a pure economic design. The effects of adding constraints for statistical performance measures, such as Type I error rate and the power of the chart, are extensively investigated. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_b4cb305c0ea7c6389f3a884a4cafb82d |
| identifier_str_mv | Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times. JOURNAL OF APPLIED STATISTICS, 30. pp. 397-409. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::2390 |
| publishDate | 2020 |
| publisher.none.fl_str_mv | CARFAX PUBLISHING |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control TimesAl-Oraini, H.A.Rahim, M. A .unknownSystemsIn this paper, gamma (lambda,2) distribution is considered as a failure model for the economic statistical design of (x) over bar control charts. The study shows that the statistical performance of control charts can be improved significantly, with only a slight increase in the cost, by adding constraints to the optimization problem. The use of an economic statistical design instead of an economic design results in control charts that may be less expensive to implement, that have lower false alarm rates, and that have a higher probability of detecting process shifts. Numerical examples are presented to support this proposition. The results of economic statistical design are compared with those of a pure economic design. The effects of adding constraints for statistical performance measures, such as Type I error rate and the power of the chart, are extensively investigated.CARFAX PUBLISHINGArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://eprints.kfupm.edu.sa/id/eprint/2390/1/economic_statistical_design_of__x_over_b_al_oraini_isi_000180623900005.pdf Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times. JOURNAL OF APPLIED STATISTICS, 30. pp. 397-409. enhttps://eprints.kfupm.edu.sa/id/eprint/2390/2020info:eu-repo/semantics/openAccessoai::23902019-11-01T13:43:52Z |
| spellingShingle | Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times Al-Oraini, H.A. Systems |
| status_str | publishedVersion |
| title | Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times |
| title_full | Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times |
| title_fullStr | Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times |
| title_full_unstemmed | Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times |
| title_short | Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times |
| title_sort | Economic Statistical Design Of (X)Over-Bar Control Charts For Systems With Gamma (Lambda,2) In-Control Times |
| topic | Systems |
| url | https://eprints.kfupm.edu.sa/id/eprint/2390/1/economic_statistical_design_of__x_over_b_al_oraini_isi_000180623900005.pdf |