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A Selective Review of Group Selection in High-Dimensional Models
Grouping structures arise naturally in many statistical modeling problems. Several methods have been proposed for variable selection that respect grouping structure in variables. Examples include the group LASSO and several concave group selection methods. In this article, we give a selective review...
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| Главные авторы: | , , |
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| Формат: | Artigo |
| Язык: | Inglês |
| Опубликовано: |
2012
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| Предметы: | |
| Online-ссылка: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3810358/ https://ncbi.nlm.nih.gov/pubmed/24174707 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/12-STS392 |
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