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

Abstract 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...

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Bibliographic Details
Main Authors: Aurélie C. Lozano, Hantian Ding, Naoki Abe, Alexander E. Lipka
Format: Article
Language:English
Published: BMC 2023-10-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-023-05519-2