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Nonparametric Method for Genomics-Based Prediction of Performance of Quantitative Traits Involving Epistasis in Plant Breeding

Genomic selection (GS) procedures have proven useful in estimating breeding value and predicting phenotype with genome-wide molecular marker information. However, issues of high dimensionality, multicollinearity, and the inability to deal effectively with epistasis can jeopardize accuracy and predic...

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Detalhes bibliográficos
Main Authors: Sun, Xiaochun, Ma, Ping, Mumm, Rita H.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3511520/
https://ncbi.nlm.nih.gov/pubmed/23226325
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0050604
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