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Tuning parameter selectors for the smoothly clipped absolute deviation method

The penalised least squares approach with smoothly clipped absolute deviation penalty has been consistently demonstrated to be an attractive regression shrinkage and selection method. It not only automatically and consistently selects the important variables, but also produces estimators which are a...

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Detalhes bibliográficos
Main Authors: Wang, Hansheng, Li, Runze, Tsai, Chih-Ling
Formato: Artigo
Idioma:Inglês
Publicado em: 2007
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2663963/
https://ncbi.nlm.nih.gov/pubmed/19343105
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asm053
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