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Model-Free Feature Screening for Ultrahigh Dimensional Data

With the recent explosion of scientific data of unprecedented size and complexity, feature ranking and screening are playing an increasingly important role in many scientific studies. In this article, we propose a novel feature screening procedure under a unified model framework, which covers a wide...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Zhu, Liping, Li, Lexin, Li, Runze, Zhu, Lixing
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2012
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3384506/
https://ncbi.nlm.nih.gov/pubmed/22754050
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2011.tm10563
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