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A Two-Step Penalized Regression Method with Networked Predictors
Penalized regression incorporating prior dependency structure of predictors can be effective in high-dimensional data analysis (Li and Li 2008). Pan, Xie and Shen (2010) proposed a penalized regression method for better outcome prediction and variable selection by smoothing parameters over a given p...
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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/PMC3689314/ https://ncbi.nlm.nih.gov/pubmed/23795219 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s12561-011-9051-4 |
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