A comparison of five methods to predict genomic breeding values of dairy bulls from genome-wide SNP markers

2009198 citationsJournal Articlegold Open Access

Authors

Bruce Tier · Dairy Australia (Australia)

Mehar S. Khatkar · Dairy Australia (Australia)

Herman W. Raadsma · Dairy Australia (Australia)

Abstract

The four methods which use information from all SNP namely RR-BLUP, Bayes-R, PLSR and SVR generate similar accuracies of MBV prediction for genomic selection, and their use in the selection of immediate future generations in dairy cattle will be comparable. The use of FR-LS in genomic selection is not recommended.

Topics & Keywords

Genetic and phenotypic traits in livestock Genetic Mapping and Diversity in Plants and Animals Cancer-related molecular mechanisms research

Publication Details

Published in: Genetics Selection Evolution

Volume 41, Issue 1, pp. 56-56

DOI: 10.1186/1297-9686-41-56

Field-Weighted Citation Impact: 7.86

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A comparison of five methods to predict genomic breeding values of dairy bulls from genome-wide SNP markers

Authors

Abstract

Topics & Keywords

Publication Details