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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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Zhu, Liping, Li, Lexin, Li, Runze, Zhu, Lixing
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2012
Schlagworte:
Online Zugang: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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