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Variable selection with stepwise and best subset approaches

While purposeful selection is performed partly by software and partly by hand, the stepwise and best subset approaches are automatically performed by software. Two R functions stepAIC() and bestglm() are well designed for stepwise and best subset regression, respectively. The stepAIC() function begi...

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Bibliografiske detaljer
Udgivet i:Ann Transl Med
Hovedforfatter: Zhang, Zhongheng
Format: Artigo
Sprog:Inglês
Udgivet: AME Publishing Company 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4842399/
https://ncbi.nlm.nih.gov/pubmed/27162786
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21037/atm.2016.03.35
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