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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Bibliographic Details
Main Authors: Waldmann, Patrik, Mészáros, Gábor, Gredler, Birgit, Fuerst, Christian, Sölkner, Johann
Format: Online
Language:English
Published: Frontiers Media S.A. 2013
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3850240/