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Consistent Group Identification and Variable Selection in Regression with Correlated Predictors

Statistical procedures for variable selection have become integral elements in any analysis. Successful procedures are characterized by high predictive accuracy, yielding interpretable models while retaining computational efficiency. Penalized methods that perform coefficient shrinkage have been sho...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: Sharma, Dhruv B., Bondell, Howard D., Zhang, Hao Helen
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2013
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC3678393/
https://ncbi.nlm.nih.gov/pubmed/23772171
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/15533174.2012.707849
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