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An Adaptive Ridge Procedure for L(0) Regularization

Penalized selection criteria like AIC or BIC are among the most popular methods for variable selection. Their theoretical properties have been studied intensively and are well understood, but making use of them in case of high-dimensional data is difficult due to the non-convex optimization problem...

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Detalles Bibliográficos
Autores principales: Frommlet, Florian, Nuel, Grégory
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4743917/
https://www.ncbi.nlm.nih.gov/pubmed/26849123
http://dx.doi.org/10.1371/journal.pone.0148620