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...

Full description

Bibliographic Details
Main Authors: David C Haws, Irina Rish, Simon Teyssedre, Dan He, Aurelie C Lozano, Prabhanjan Kambadur, Zivan Karaman, Laxmi Parida
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4595020?pdf=render