Using statistical techniques to validate the hypothesis of independence in control charts

The aim of this study was to identify and present the occurrence of autocorrelation in statistical data. To achieve this objective, a theoretical discussion was held on the subject and two exercises were also carried out using the R Statistical Software to show whether or not autocorrelation exists...

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Bibliographic Details
Published in:GeSec : Revista de Gestão e Secretariado 2023-12, Vol.14 (12), p.21321-21339
Main Authors: Leoni, Roberto Campos, Machado, Marcela Aparecida Guerreiro, Gomes, Fabrício Maciel, Andrade, Herlandi de Souza, Sampaio, Nilo Antonio de Souza
Format: Article
Language:English
Subjects:
Control charts
False alarms
Hypotheses
Mechanical engineering
Software
Statistical methods
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Summary:The aim of this study was to identify and present the occurrence of autocorrelation in statistical data. To achieve this objective, a theoretical discussion was held on the subject and two exercises were also carried out using the R Statistical Software to show whether or not autocorrelation exists in statistical data. As a contribution of this research, a statistical technique using this software to show autocorrelation in data is pointed out.
ISSN:2178-9010
2178-9010
DOI:10.7769/gesec.v14i12.3253