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Assessing genomic prediction accuracy for Holstein sires using bootstrap aggregation sampling and leave-one-out cross validation.

Journal of dairy science - 1 Jan 2017

Mikshowsky Ashley A, Gianola Daniel, Weigel Kent A

Abstract excerpt

Since the introduction of genome-enabled prediction for dairy cattle in 2009, genomic selection has markedly changed many aspects of the dairy genetics industry and enhanced the rate of response to selection for most economically important traits. Young dairy bulls are genotyped to obtain their genomic predicted transmitting ability (GPTA) and reliability (REL) values. These GPTA are a main factor in most...

Topics

Animals
Breeding
Cattle
Female
Genome
Genomics
Genotype
Male
Models, Genetic
Phenotype
Polymorphism, Single Nucleotide
Reproducibility of Results

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

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PMID: 27889124
DOI: 10.3168/jds.2016-11496

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REL

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