Ridge Regression and Other Kernels for Genomic Selection with R Package rrBLUP

Many important traits in plant breeding are polygenic and therefore recalcitrant to traditional marker-assisted selection. Genomic selection addresses this complexity by including all markers in the prediction model. A key method for the genomic prediction of breeding values is ridge regression (RR)...

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Bibliographic Details
Main Author: Jeffrey B. Endelman
Format: Article
Language:English
Published: Wiley 2011-11-01
Series:The Plant Genome
Online Access:https://dl.sciencesocieties.org/publications/tpg/articles/4/3/250