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A selective overview of feature screening for ultrahigh-dimensional data

High-dimensional data have frequently been collected in many scientific areas including genomewide association study, biomedical imaging, tomography, tumor classifications, and finance. Analysis of high-dimensional data poses many challenges for statisticians. Feature selection and variable selectio...

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Detalhes bibliográficos
Publicado no:Sci China Math
Main Authors: JingYuan, LIU, Wei, ZHONG, RunZe, LI
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4711389/
https://ncbi.nlm.nih.gov/pubmed/26779257
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11425-015-5062-9
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