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Robust model selection using the out-of-bag bootstrap in linear regression

Outlying observations have a large influence on the linear model selection process. In this article, we present a novel approach to robust model selection in linear regression to accommodate the situations where outliers are present in the data. The model selection criterion is based on two componen...

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Detalles Bibliográficos
Autores principales: Rabbi, Fazli, Khalil, Alamgir, Khan, Ilyas, Almuqrin, Muqrin A., Khalil, Umair, Andualem, Mulugeta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9243146/
https://www.ncbi.nlm.nih.gov/pubmed/35768449
http://dx.doi.org/10.1038/s41598-022-14398-1

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