Nonparametric precedence chart with repetitive sampling

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dc.contributor.author Malela-Majika, Jean-Claude
dc.date.accessioned 2024-01-22T04:59:26Z
dc.date.available 2024-01-22T04:59:26Z
dc.date.issued 2023-12
dc.description DATA AVAILABILITY STATEMENT : The data that support the findings of this study are openly available in Taylor & Francis at https://doi.org/10.1080/0740817X.2015.1056861, reference number 10.1080/0740817X.2015.1056861. en_US
dc.description.abstract In most real-world applications, such as production and manufacturing processes, the underlying process distribution does not always follow a normal distribution. In such cases, statistical process control literature recommends the use of nonparametric (or distribution-free) control charts. This paper introduces a new distribution-free precedence chart using repetitive sampling. The performance of the proposed chart is investigated in terms of the average run-length (ARL) profile. The expressions of the in-control process probability and ARL of the proposed chart are introduced using integral formulas. The out-of-control performance of the new chart is compared to that of the existing precedence charts with and without runs-rules. A numerical example is provided using real-life data to demonstrate the application and implementation of the new chart. en_US
dc.description.department Statistics en_US
dc.description.librarian am2024 en_US
dc.description.sdg None en_US
dc.description.uri https://onlinelibrary.wiley.com/journal/20491573 en_US
dc.identifier.citation Malela-Majika, J.-C. (2023). Nonparametric precedence chart with repetitive sampling. Stat, 12(1), e512. https://DOI.org/10.1002/sta4.512. en_US
dc.identifier.issn 2049-1573
dc.identifier.other 10.1002/sta4.512
dc.identifier.uri http://hdl.handle.net/2263/94039
dc.language.iso en en_US
dc.publisher Wiley en_US
dc.rights © 2023 The Author. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial License. en_US
dc.subject Distribution-free en_US
dc.subject Order statistic en_US
dc.subject Phase I en_US
dc.subject Phase II en_US
dc.subject Precedence chart en_US
dc.subject Repetitive sampling en_US
dc.subject Average run-length (ARL) en_US
dc.title Nonparametric precedence chart with repetitive sampling en_US
dc.type Article en_US


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