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Variable-Selection Emerges on Top in Empirical Comparison of Whole-Genome Complex-Trait Prediction Methods

Accurate prediction of complex traits based on whole-genome data is a computational problem of paramount importance, particularly to plant and animal breeders. However, the number of genetic markers is typically orders of magnitude larger than the number of samples (p >> n), amongst other chal...

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Detalles Bibliográficos
Autores principales: Haws, David C., Rish, Irina, Teyssedre, Simon, He, Dan, Lozano, Aurelie C., Kambadur, Prabhanjan, Karaman, Zivan, Parida, Laxmi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4595020/
https://www.ncbi.nlm.nih.gov/pubmed/26439851
http://dx.doi.org/10.1371/journal.pone.0138903