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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...
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| Hauptverfasser: | , , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2012
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| 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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