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Performances of Adaptive MultiBLUP, Bayesian regressions, and weighted-GBLUP approaches for genomic predictions in Belgian Blue beef cattle

BACKGROUND: Genomic selection has been successfully implemented in many livestock and crop species. The genomic best linear unbiased predictor (GBLUP) approach, assigning equal variance to all SNP effects, is one of the reference methods. When large-effect variants contribute to complex traits, it h...

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Detalles Bibliográficos
Autores principales: Gualdrón Duarte, José Luis, Gori, Ann-Stephan, Hubin, Xavier, Lourenco, Daniela, Charlier, Carole, Misztal, Ignacy, Druet, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7430838/
https://www.ncbi.nlm.nih.gov/pubmed/32762654
http://dx.doi.org/10.1186/s12864-020-06921-3