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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Sharma, Dhruv B., Bondell, Howard D., Zhang, Hao Helen
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2013
Gaiak:
Sarrera elektronikoa: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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