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Modified multivariate cumulative sum control chart based on robust estimators


Citation

Razale, A. S. and Ali, N. M. and Ali, N. and Rahmin, N. A. A. (2023) Modified multivariate cumulative sum control chart based on robust estimators. Menemui Matematik, 45 (2). pp. 247-258. ISSN 2231-7023

Abstract

Integrate several robust approaches to the classical MCUSUM control chart. These approaches used robust location and scale estimator to substitute the usual mean and covariance matrix, respectively into the classical MCUSUM. The two robust location estimators used are the modified one-step M estimator (MOM) and Hodges Lehmann estimator (HL). Then, a scale estimator named Madn was introduced and functioned accordingly to the robust location estimators. Altogether, two robust MCUSUM control charts were proposed.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Science
Publisher: Malaysian Mathematical Science Society (PERSAMA)
Keywords: Robust; Control chart; MCUSUM; Industry; Innovation and infrastructure
Depositing User: Ms. Che Wa Zakaria
Date Deposited: 03 Oct 2024 04:21
Last Modified: 03 Oct 2024 04:21
URI: http://psasir.upm.edu.my/id/eprint/108580
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