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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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Detalles Bibliográficos
Autores principales: Zhang, Xinyue, Lourenco, Daniela, Aguilar, Ignacio, Legarra, Andres, Misztal, Ignacy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4990542/
https://www.ncbi.nlm.nih.gov/pubmed/27594861
http://dx.doi.org/10.3389/fgene.2016.00151