GWAS by GBLUP: Single and Multimarker EMMAX and Bayes Factors, with an Example in Detection of a Major Gene for Horse Gait

GWAS by GBLUP: Single and Multimarker EMMAX and Bayes Factors, with an Example in Detection of a Major Gene for Horse Gait

Bayesian models for genomic prediction and association mapping are being increasingly used in genetics analysis of quantitative traits. Given a point estimate of variance components, the popular methods SNP-BLUP and GBLUP result in joint estimates of the effect of all markers on the analyzed trait;...

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Bibliographic Details
Main Authors: Andres Legarra, Anne Ricard, Luis Varona
Format: Article
Language:English
Published: Oxford University Press 2018-07-01
Series:G3: Genes, Genomes, Genetics
Subjects:
association analysis
single marker regression
QTL
GWAS
Bayesian regression
GenPred
Shared Data Resources
Genomic Selection
Online Access:http://g3journal.org/lookup/doi/10.1534/g3.118.200336

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http://g3journal.org/lookup/doi/10.1534/g3.118.200336

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