Weighting Strategies for Single-Step Genomic BLUP: An Iterative Approach for Accurate Calculation of GEBV and GWAS

Genomic Best Linear Unbiased Predictor (GBLUP) assumes equal variance for all single nucleotide polymorphisms (SNP). When traits are influenced by major SNP, Bayesian methods have the advantage of SNP selection. To overcome the limitation of GBLUP, unequal variance or weights for all SNP are applied...

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Detalhes bibliográficos
Publicado no:Front Genet
Main Authors: Zhang, Xinyue, Lourenco, Daniela, Aguilar, Ignacio, Legarra, Andres, Misztal, Ignacy
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2016
Assuntos:
Genetics
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4990542/
https://ncbi.nlm.nih.gov/pubmed/27594861
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2016.00151
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