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Partition-based ultrahigh-dimensional variable screening

Traditional variable selection methods are compromised by overlooking useful information on covariates with similar functionality or spatial proximity, and by treating each covariate independently. Leveraging prior grouping information on covariates, we propose partition-based screening methods for...

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Détails bibliographiques
Publié dans:Biometrika
Auteurs principaux: KANG, JIAN, HONG, HYOKYOUNG G., LI, YI
Format: Artigo
Langue:Inglês
Publié: 2017
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5890472/
https://ncbi.nlm.nih.gov/pubmed/29643546
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asx052
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