Generalized Performance Measures of X- Control Charts Based on Different Sampling Schemes

Different versions of X- control chart structure are available under various ranked set strategies. In these control charts, computation of performance measures was carried out through Monte Carlo simulation method (MCSM). In this article, we have defined a generalized structure of X- control charts...

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Main Authors: Rashid Mehmood, Muhammed Hisyam Lee, Muhammad Riaz, Iftikhar Ali
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Journal of Probability and Statistics
Online Access:http://dx.doi.org/10.1155/2019/5269357
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spelling doaj-926b0b1771a8470e8a6333f7ec6f3a3f2020-11-25T01:51:16ZengHindawi LimitedJournal of Probability and Statistics1687-952X1687-95382019-01-01201910.1155/2019/52693575269357Generalized Performance Measures of X- Control Charts Based on Different Sampling SchemesRashid Mehmood0Muhammed Hisyam Lee1Muhammad Riaz2Iftikhar Ali3Department of Mathematical Sciences, Universiti Teknologi Malaysia, MalaysiaDepartment of Mathematical Sciences, Universiti Teknologi Malaysia, MalaysiaDepartment of Mathematics and Statistics, King Fahd University of Petroleum and Minerals, Dhahran 31261, Saudi ArabiaDepartment of Mathematics, University of Hafr Al Batin, Hafr Al Batin, Saudi ArabiaDifferent versions of X- control chart structure are available under various ranked set strategies. In these control charts, computation of performance measures was carried out through Monte Carlo simulation method (MCSM). In this article, we have defined a generalized structure of X- control charts under variant sampling strategies followed by derivation of their different performance measures. For the derivation of different performance measures, we have proposed pivotal quantity. For comparative analysis, we have presented results of generalized performance measures by involving numerical method (NM) as computation. We found that values of generalized performance measures based on NM are almost similar to values of performance measures based on MCSM. Also, NM is time efficient and can be considered as an alternative of MCSM.http://dx.doi.org/10.1155/2019/5269357
collection DOAJ
language English
format Article
sources DOAJ
author Rashid Mehmood
Muhammed Hisyam Lee
Muhammad Riaz
Iftikhar Ali
spellingShingle Rashid Mehmood
Muhammed Hisyam Lee
Muhammad Riaz
Iftikhar Ali
Generalized Performance Measures of X- Control Charts Based on Different Sampling Schemes
Journal of Probability and Statistics
author_facet Rashid Mehmood
Muhammed Hisyam Lee
Muhammad Riaz
Iftikhar Ali
author_sort Rashid Mehmood
title Generalized Performance Measures of X- Control Charts Based on Different Sampling Schemes
title_short Generalized Performance Measures of X- Control Charts Based on Different Sampling Schemes
title_full Generalized Performance Measures of X- Control Charts Based on Different Sampling Schemes
title_fullStr Generalized Performance Measures of X- Control Charts Based on Different Sampling Schemes
title_full_unstemmed Generalized Performance Measures of X- Control Charts Based on Different Sampling Schemes
title_sort generalized performance measures of x- control charts based on different sampling schemes
publisher Hindawi Limited
series Journal of Probability and Statistics
issn 1687-952X
1687-9538
publishDate 2019-01-01
description Different versions of X- control chart structure are available under various ranked set strategies. In these control charts, computation of performance measures was carried out through Monte Carlo simulation method (MCSM). In this article, we have defined a generalized structure of X- control charts under variant sampling strategies followed by derivation of their different performance measures. For the derivation of different performance measures, we have proposed pivotal quantity. For comparative analysis, we have presented results of generalized performance measures by involving numerical method (NM) as computation. We found that values of generalized performance measures based on NM are almost similar to values of performance measures based on MCSM. Also, NM is time efficient and can be considered as an alternative of MCSM.
url http://dx.doi.org/10.1155/2019/5269357
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AT muhammedhisyamlee generalizedperformancemeasuresofxcontrolchartsbasedondifferentsamplingschemes
AT muhammadriaz generalizedperformancemeasuresofxcontrolchartsbasedondifferentsamplingschemes
AT iftikharali generalizedperformancemeasuresofxcontrolchartsbasedondifferentsamplingschemes
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