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Regularized multi-trait multi-locus linear mixed models for genome-wide association studies and genomic selection in crops

BACKGROUND: We consider two key problems in genomics involving multiple traits: multi-trait genome wide association studies (GWAS), where the goal is to detect genetic variants associated with the traits; and multi-trait genomic selection (GS), where the emphasis is on accurately predicting trait va...

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Detalles Bibliográficos
Autores principales: Lozano, Aurélie C., Ding, Hantian, Abe, Naoki, Lipka, Alexander E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10604903/
https://www.ncbi.nlm.nih.gov/pubmed/37884874
http://dx.doi.org/10.1186/s12859-023-05519-2