ESTIMATION OF C pmk PROCESS CAPABILITY INDEX BASED ON BOOTSTRAP METHOD FOR WEIBULL DISTRIBUTION: A CASE STUDY
The capability indices are widely used by quality professionals as an estimate of process capability. Many process indices have been proposed in last few years. A process capability index Cpmk is a generalized version of the existing indices confidence interval estimate for Cpk is defined. A series...
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| Format: | Article |
| Language: | English |
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Center for Quality, Faculty of Engineering, University of Kragujevac, Serbia
2014-06-01
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| Series: | International Journal for Quality Research |
| Subjects: | |
| Online Access: | http://www.ijqr.net/journal/v8-n2/9.pdf |
| _version_ | 1818642452919091200 |
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| author | Bahram Sadeghpour Gildeh Azamsadat Iziy Bahareh Ghasempour |
| author_facet | Bahram Sadeghpour Gildeh Azamsadat Iziy Bahareh Ghasempour |
| author_sort | Bahram Sadeghpour Gildeh |
| collection | DOAJ |
| description | The capability indices are widely used by quality professionals as an estimate of process capability. Many process indices have been proposed in last few years. A process capability index Cpmk is a generalized version of the existing indices confidence interval estimate for Cpk is defined. A series of Cp, Cpk, Cpm. In this paper the Percentile-t bootstrap (PTB) simulations using Weibull distribution with different parameters and sample size for the index Cpmk was undertaken to compare the performance and reliability of bootstrap method and the effect of parameters of Weibull distribution (shape and scale). |
| first_indexed | 2024-12-16T23:43:18Z |
| format | Article |
| id | doaj.art-f142a9e4f1ff44579af8585b8e92de9c |
| institution | Directory Open Access Journal |
| issn | 1800-6450 1800-7473 |
| language | English |
| last_indexed | 2024-12-16T23:43:18Z |
| publishDate | 2014-06-01 |
| publisher | Center for Quality, Faculty of Engineering, University of Kragujevac, Serbia |
| record_format | Article |
| series | International Journal for Quality Research |
| spelling | doaj.art-f142a9e4f1ff44579af8585b8e92de9c2022-12-21T22:11:33ZengCenter for Quality, Faculty of Engineering, University of Kragujevac, SerbiaInternational Journal for Quality Research1800-64501800-74732014-06-0182255264ESTIMATION OF C pmk PROCESS CAPABILITY INDEX BASED ON BOOTSTRAP METHOD FOR WEIBULL DISTRIBUTION: A CASE STUDYBahram Sadeghpour Gildeh0Azamsadat Iziy1Bahareh Ghasempour2Department of Statistics Ferdowsi University of Mashhad Faculty of Mathematical Sciences Mashhad, IranDepartment of Statistics Ferdowsi University of Mashhad Faculty of Mathematical Sciences Mashhad, IranDepartment of Statistics Aazad University of Mashhad Faculty of Mathematical Sciences Mashhad, IranThe capability indices are widely used by quality professionals as an estimate of process capability. Many process indices have been proposed in last few years. A process capability index Cpmk is a generalized version of the existing indices confidence interval estimate for Cpk is defined. A series of Cp, Cpk, Cpm. In this paper the Percentile-t bootstrap (PTB) simulations using Weibull distribution with different parameters and sample size for the index Cpmk was undertaken to compare the performance and reliability of bootstrap method and the effect of parameters of Weibull distribution (shape and scale).http://www.ijqr.net/journal/v8-n2/9.pdfProcess capability indexBootstrap samplingCpmk process indexPercentile-t bootstrap methodWeibull distribution |
| spellingShingle | Bahram Sadeghpour Gildeh Azamsadat Iziy Bahareh Ghasempour ESTIMATION OF C pmk PROCESS CAPABILITY INDEX BASED ON BOOTSTRAP METHOD FOR WEIBULL DISTRIBUTION: A CASE STUDY International Journal for Quality Research Process capability index Bootstrap sampling Cpmk process index Percentile-t bootstrap method Weibull distribution |
| title | ESTIMATION OF C pmk PROCESS CAPABILITY INDEX BASED ON BOOTSTRAP METHOD FOR WEIBULL DISTRIBUTION: A CASE STUDY |
| title_full | ESTIMATION OF C pmk PROCESS CAPABILITY INDEX BASED ON BOOTSTRAP METHOD FOR WEIBULL DISTRIBUTION: A CASE STUDY |
| title_fullStr | ESTIMATION OF C pmk PROCESS CAPABILITY INDEX BASED ON BOOTSTRAP METHOD FOR WEIBULL DISTRIBUTION: A CASE STUDY |
| title_full_unstemmed | ESTIMATION OF C pmk PROCESS CAPABILITY INDEX BASED ON BOOTSTRAP METHOD FOR WEIBULL DISTRIBUTION: A CASE STUDY |
| title_short | ESTIMATION OF C pmk PROCESS CAPABILITY INDEX BASED ON BOOTSTRAP METHOD FOR WEIBULL DISTRIBUTION: A CASE STUDY |
| title_sort | estimation of c pmk process capability index based on bootstrap method for weibull distribution a case study |
| topic | Process capability index Bootstrap sampling Cpmk process index Percentile-t bootstrap method Weibull distribution |
| url | http://www.ijqr.net/journal/v8-n2/9.pdf |
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