[HTML][HTML] Invited review: Reliability of genomic predictions for North American Holstein bulls

PM VanRaden, CP Van Tassell, GR Wiggans… - Journal of dairy …, 2009 - Elsevier
… Objectives of this research were 1) to apply genomic prediction methods to genotypes for
a large population of Holstein bulls, 2) to estimate gains in reliability from using genomic

[HTML][HTML] Genomic prediction using imputed whole-genome sequence data in Holstein Friesian cattle

R Van Binsbergen, MPL Calus, MCAM Bink… - Genetics Selection …, 2015 - Springer
… on the reliability of genomic prediction and persistency across … of genomic predictions
based on imputed whole-genome … and not for genomic prediction, except for 57 bulls that had …

[HTML][HTML] Genomic predictions for New Zealand dairy bulls and integration with national genetic evaluation

BL Harris, DL Johnson - Journal of dairy science, 2010 - Elsevier
genomic prediction methods to a population of Holstein-Friesian, Jersey, and Friesian × Jersey
crossbred bulls … The realized predictive ability of the genomic evaluations for bulls is also …

[HTML][HTML] Genomic prediction of residual feed intake in US Holstein dairy cattle

B Li, PM VanRaden, E Guduk, JR O'Connell… - Journal of Dairy …, 2020 - Elsevier
… in the national database were included in the pedigree so that we would be able to estimate
the prediction reliabilities for the young generations of top bulls. The young heifers in the …

Genomic predictions across Nordic Holstein and Nordic Red using the genomic best linear unbiased prediction model with different genomic relationship matrices

L Zhou, MS Lund, Y Wang, G Su - Journal of animal breeding …, 2014 - Wiley Online Library
… Single-trait genomic best linear unbiased prediction (GBLUP) model and two-trait GBLUP …
genomic predictions. The data included 5215 Nordic Holstein bulls and 4361 Nordic Red bulls

[HTML][HTML] Genomic prediction of bull fertility in US Jersey dairy cattle

FM Rezende, JP Nani, F Peñagaricano - Journal of Dairy Science, 2019 - Elsevier
predictions for Holstein bull fertility using genomic data. The objective of this study was to
assess the feasibility of genomic prediction of … Data set consisted of 1.5k Jersey bulls with SCR …

Holsteins are the genomic selection poster cows

JF Taylor, KH Taylor, JE Decker - Proceedings of the …, 2016 - National Acad Sciences
… using the genomic prediction (GP) of additive genetic merits [known as genomic estimated
… By 2009, a year after the release of the BovineSNP50 chip, 3,576 Holstein bulls with highly …

How to improve genomic predictions in small dairy cattle populations

MS Lund, I van den Berg, P Ma, RF Brøndum, G Su - Animal, 2016 - cambridge.org
… that compared with genomic predictions using the bull reference population, the bull-cow …
genomic prediction, in Nordic Holstein, Nordic Red and an independent data set of French …

[HTML][HTML] Genomic predictions for crossbred dairy cattle

PM VanRaden, ME Tooker, TCS Chud… - Journal of Dairy …, 2020 - Elsevier
… breed composition was estimated from 60,671 markers using the known breed identities
for purebred, progeny-tested Holstein, Jersey, Brown Swiss, Ayrshire, and Guernsey bulls as …

[HTML][HTML] A common reference population from four European Holstein populations increases reliability of genomic predictions

MS Lund, APW de Roos, AG de Vries, T Druet… - Genetics Selection …, 2011 - Springer
… Combining the data significantly increased the reliability of genomic predictions for bulls
in all four populations. Reliabilities increased by 10%, compared to reliabilities obtained with …