How Population Structure Impacts Genomic Selection Accuracy in Cross-Validation: Implications for Practical Breeding

Over the last two decades, the application of genomic selection has been extensively studied in various crop species, and it has become a common practice to report prediction accuracies using cross validation. However, genomic prediction accuracies obtained from random cross validation can be strong...

Full description

Bibliographic Details

Published in:	Frontiers in Plant Science
Main Authors:	Christian R. Werner, R. Chris Gaynor, Gregor Gorjanc, John M. Hickey, Tobias Kox, Amine Abbadi, Gunhild Leckband, Rod J. Snowdon, Andreas Stahl
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2020-12-01
Subjects:	predictive breeding genomic prediction oilseed rape nested association mapping population structure
Online Access:	https://www.frontiersin.org/articles/10.3389/fpls.2020.592977/full