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Robust-stein estimator for overcoming outliers and multicollinearity

Linear regression models with correlated regressors can negatively impact the performance of ordinary least squares estimators. The Stein and ridge estimators have been proposed as alternative techniques to improve estimation accuracy. However, both methods are non-robust to outliers. In previous st...

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Detalles Bibliográficos
Autores principales: Lukman, Adewale F., Farghali, Rasha A., Kibria, B. M. Golam, Oluyemi, Okunlola A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10241929/
https://www.ncbi.nlm.nih.gov/pubmed/37277421
http://dx.doi.org/10.1038/s41598-023-36053-z