Robust Multivariate Shewhart Control Chart Based on the Stahel-Donoho Robust Estimator and Mahalanobis Distance for Multivariate Outlier Detection

Robust Multivariate Shewhart Control Chart Based on the Stahel-Donoho Robust Estimator and Mahalanobis Distance for Multivariate Outlier Detection

While researchers and practitioners may seamlessly develop methods of detecting outliers in control charts under a univariate setup, detecting and screening outliers in multivariate control charts pose serious challenges. In this study, we propose a robust multivariate control chart based on the Sta...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Ishaq Adeyanju Raji, Nasir Abbas, Mu’azu Ramat Abujiya, Muhammad Riaz
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
multivariate control charts
Mahalanobis distance
control chart
Hotelling <i>T</i><sup>2</sup>
Stahel-Donoho robust estimators
outlier detection
Mathematics
QA1-939
Acceso en línea:https://doaj.org/article/019af6214df847268c26ff700449f57d
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Internet

https://doaj.org/article/019af6214df847268c26ff700449f57d

Ejemplares similares