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Evaluation of the lasso and the elastic net in genome-wide association studies

The number of publications performing genome-wide association studies (GWAS) has increased dramatically. Penalized regression approaches have been developed to overcome the challenges caused by the high dimensional data, but these methods are relatively new in the GWAS field. In this study we have c...

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Detalles Bibliográficos
Autores principales: Waldmann, Patrik, Mészáros, Gábor, Gredler, Birgit, Fuerst, Christian, Sölkner, Johann
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3850240/
https://www.ncbi.nlm.nih.gov/pubmed/24363662
http://dx.doi.org/10.3389/fgene.2013.00270