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Feature Screening via Distance Correlation Learning
This paper is concerned with screening features in ultrahigh dimensional data analysis, which has become increasingly important in diverse scientific fields. We develop a sure independence screening procedure based on the distance correlation (DC-SIS, for short). The DC-SIS can be implemented as eas...
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| Main Authors: | , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2012
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4170057/ https://ncbi.nlm.nih.gov/pubmed/25249709 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2012.695654 |
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