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A polynomial algorithm for best-subset selection problem

Best-subset selection aims to find a small subset of predictors, so that the resulting linear model is expected to have the most desirable prediction accuracy. It is not only important and imperative in regression analysis but also has far-reaching applications in every facet of research, including...

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Veröffentlicht in:Proc Natl Acad Sci U S A
Hauptverfasser: Zhu, Junxian, Wen, Canhong, Zhu, Jin, Zhang, Heping, Wang, Xueqin
Format: Artigo
Sprache:Inglês
Veröffentlicht: National Academy of Sciences 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7777147/
https://ncbi.nlm.nih.gov/pubmed/33328272
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.2014241117
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