Efficient Control Charts for Monitoring Process CV Using Auxiliary Information
<p dir="ltr">Coefficient of variation (CV) control charts are a suitable choice for the monitoring of variation in cases when the process standard deviation is proportional to the process mean. This study is aimed at enhancing the detection ability of usual CV chart by incorporating...
محفوظ في:
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| منشور في: |
2020
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| الموضوعات: | |
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إضافة وسم
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| _version_ | 1864513561686966272 |
|---|---|
| author | Saddam Akbar Abbasi (13281939) |
| author_facet | Saddam Akbar Abbasi (13281939) |
| author_role | author |
| dc.creator.none.fl_str_mv | Saddam Akbar Abbasi (13281939) |
| dc.date.none.fl_str_mv | 2020-03-02T00:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1109/access.2020.2977833 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Efficient_Control_Charts_for_Monitoring_Process_CV_Using_Auxiliary_Information/24025197 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Mathematical sciences Statistics Control charts Monitoring Process control Standards Correlation Gaussian distribution Dispersion Coefficient of variation Control chart Power Air quality |
| dc.title.none.fl_str_mv | Efficient Control Charts for Monitoring Process CV Using Auxiliary Information |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">Coefficient of variation (CV) control charts are a suitable choice for the monitoring of variation in cases when the process standard deviation is proportional to the process mean. This study is aimed at enhancing the detection ability of usual CV chart by incorporating the use of auxiliary information. In recent years, researchers investigated the use of auxiliary information for improving the sensitivity of location and dispersion charts. However, no study has investigated the CV control charts in presence of auxiliary information. In this study, I propose and investigate a set of auxiliary information based charts for efficient monitoring of process CV by considering a variety of CV estimators. The auxiliary information is used in terms of regression, ratio and hybrid forms. A real life example concerning the monitoring of air quality is also presented to illustrate the application of proposed charts.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/legalcode" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2020.2977833" target="_blank">https://dx.doi.org/10.1109/access.2020.2977833</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_5cd4afb678f61577a08677bf097a0843 |
| identifier_str_mv | 10.1109/access.2020.2977833 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/24025197 |
| publishDate | 2020 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Efficient Control Charts for Monitoring Process CV Using Auxiliary InformationSaddam Akbar Abbasi (13281939)Mathematical sciencesStatisticsControl chartsMonitoringProcess controlStandardsCorrelationGaussian distributionDispersionCoefficient of variationControl chartPowerAir quality<p dir="ltr">Coefficient of variation (CV) control charts are a suitable choice for the monitoring of variation in cases when the process standard deviation is proportional to the process mean. This study is aimed at enhancing the detection ability of usual CV chart by incorporating the use of auxiliary information. In recent years, researchers investigated the use of auxiliary information for improving the sensitivity of location and dispersion charts. However, no study has investigated the CV control charts in presence of auxiliary information. In this study, I propose and investigate a set of auxiliary information based charts for efficient monitoring of process CV by considering a variety of CV estimators. The auxiliary information is used in terms of regression, ratio and hybrid forms. A real life example concerning the monitoring of air quality is also presented to illustrate the application of proposed charts.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/legalcode" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2020.2977833" target="_blank">https://dx.doi.org/10.1109/access.2020.2977833</a></p>2020-03-02T00:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1109/access.2020.2977833https://figshare.com/articles/journal_contribution/Efficient_Control_Charts_for_Monitoring_Process_CV_Using_Auxiliary_Information/24025197CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/240251972020-03-02T00:00:00Z |
| spellingShingle | Efficient Control Charts for Monitoring Process CV Using Auxiliary Information Saddam Akbar Abbasi (13281939) Mathematical sciences Statistics Control charts Monitoring Process control Standards Correlation Gaussian distribution Dispersion Coefficient of variation Control chart Power Air quality |
| status_str | publishedVersion |
| title | Efficient Control Charts for Monitoring Process CV Using Auxiliary Information |
| title_full | Efficient Control Charts for Monitoring Process CV Using Auxiliary Information |
| title_fullStr | Efficient Control Charts for Monitoring Process CV Using Auxiliary Information |
| title_full_unstemmed | Efficient Control Charts for Monitoring Process CV Using Auxiliary Information |
| title_short | Efficient Control Charts for Monitoring Process CV Using Auxiliary Information |
| title_sort | Efficient Control Charts for Monitoring Process CV Using Auxiliary Information |
| topic | Mathematical sciences Statistics Control charts Monitoring Process control Standards Correlation Gaussian distribution Dispersion Coefficient of variation Control chart Power Air quality |