Statistical monitoring of the covariance matrix in multivariate processes: A literature review Article Swipe
Mohsen Ebadi
,
Shojaeddin Chenouri
,
Dennis K. J. Lin
,
Stefan H. Steiner
·
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.1080/00224065.2021.1889419
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.1080/00224065.2021.1889419
Monitoring several correlated quality characteristics of a process is common in modern manufacturing and service industries. Although a lot of attention has been paid to monitoring the multivariate process mean, not many control charts are available for monitoring the covariance matrix. This paper presents a comprehensive overview of the literature on control charts for monitoring the covariance matrix in a multivariate statistical process monitoring (MSPM) framework. It classifies the research that has previously appeared in the literature. We highlight the challenging areas for research and provide some directions for future research.
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Metadata
- Type
- review
- Language
- en
- Landing Page
- https://doi.org/10.1080/00224065.2021.1889419
- OA Status
- green
- Cited By
- 3
- References
- 125
- Related Works
- 20
- OpenAlex ID
- https://openalex.org/W3005749923
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3005749923Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1080/00224065.2021.1889419Digital Object Identifier
- Title
-
Statistical monitoring of the covariance matrix in multivariate processes: A literature reviewWork title
- Type
-
reviewOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2021Year of publication
- Publication date
-
2021-05-03Full publication date if available
- Authors
-
Mohsen Ebadi, Shojaeddin Chenouri, Dennis K. J. Lin, Stefan H. SteinerList of authors in order
- Landing page
-
https://doi.org/10.1080/00224065.2021.1889419Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2002.06159Direct OA link when available
- Concepts
-
Statistical process control, Multivariate statistics, Covariance matrix, Control chart, Covariance, Process (computing), Computer science, Multivariate analysis, Statistics, Data mining, Econometrics, Mathematics, Machine learning, Operating systemTop concepts (fields/topics) attached by OpenAlex
- Cited by
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3Total citation count in OpenAlex
- Citations by year (recent)
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2025: 1, 2024: 1, 2021: 1Per-year citation counts (last 5 years)
- References (count)
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125Number of works referenced by this work
- Related works (count)
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20Other works algorithmically related by OpenAlex
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