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Grouping pursuit through a regularization solution surface
Extracting grouping structure or identifying homogenous subgroups of predictors in regression is crucial for high-dimensional data analysis. A low-dimensional structure in particular–grouping, when captured in a regression model, enables to enhance predictive performance and to facilitate a model�...
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| Main Authors: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2010
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2913333/ https://ncbi.nlm.nih.gov/pubmed/20689721 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2010.tm09380 |
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