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Genomic BLUP decoded: a look into the black box of genomic prediction

Genetics (Austin), 2013-07, Vol.194 (3), p.597-607

2013

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Deregressing estimated breeding values and weighting information for genomic regression analyses

Genetics selection evolution (Paris), 2009-12, Vol.41 (1), p.55-55, Article 55

2009

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A method to obtain exact single-step GBLUP for non-genotyped descendants when the genomic relationship matrix of ancestors is not available

Genetics selection evolution (Paris), 2022-10, Vol.54 (1), p.72-72, Article 72

2022

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Genomic selection of purebreds for crossbred performance

Genetics selection evolution (Paris), 2009-01, Vol.41 (1), p.12-12, Article 12

2009

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Factors affecting accuracy from genomic selection in populations derived from multiple inbred lines: a barley case study

Genetics (Austin), 2009-05, Vol.182 (1), p.355-364

2009

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Prediction of complex human traits using the genomic best linear unbiased predictor

PLoS genetics, 2013-07, Vol.9 (7), p.e1003608-e1003608

2013

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class of Bayesian methods to combine large numbers of genotyped and non-genotyped animals for whole-genome analyses

Genetics selection evolution (Paris), 2014-09, Vol.46 (1), p.50-50

2014

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Computational strategies for alternative single-step Bayesian regression models with large numbers of genotyped and non-genotyped animals

Genetics selection evolution (Paris), 2016-12, Vol.48 (1), p.96-96, Article 96

2016

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Accuracies of genomic breeding values in American Angus beef cattle using K-means clustering for cross-validation

Genetics selection evolution (Paris), 2011-11, Vol.43 (1), p.40-40, Article 40

2011

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A fast EM algorithm for BayesA-like prediction of genomic breeding values

PloS one, 2012-11, Vol.7 (11), p.e49157-e49157

2012

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The Accuracy and Bias of Single-Step Genomic Prediction for Populations Under Selection

G3 : genes - genomes - genetics, 2017-08, Vol.7 (8), p.2685-2694

2017

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Breeding value prediction for production traits in layer chickens using pedigree or genomic relationships in a reduced animal model

Genetics selection evolution (Paris), 2011-01, Vol.43 (1), p.5-5, Article 5

2011

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Genome-wide mapping of quantitative trait loci in admixed populations using mixed linear model and Bayesian multiple regression analysis

Genetics selection evolution (Paris), 2018-06, Vol.50 (1), p.32-32, Article 32

2018

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An efficient exact method to obtain GBLUP and single-step GBLUP when the genomic relationship matrix is singular

Genetics selection evolution (Paris), 2016-10, Vol.48 (1), p.80-80, Article 80

2016

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Linear models for joint association and linkage QTL mapping

Genetics selection evolution (Paris), 2009-09, Vol.41 (1), p.43-43, Article 43

2009

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Persistence of accuracy of genomic estimated breeding values over generations in layer chickens

Genetics selection evolution (Paris), 2011-06, Vol.43 (1), p.23-23, Article 23

2011

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Response and inbreeding from a genomic selection experiment in layer chickens

Genetics selection evolution (Paris), 2015-07, Vol.47 (1), p.59-59, Article 59

2015

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Reduction in accuracy of genomic prediction for ordered categorical data compared to continuous observations

Genetics selection evolution (Paris), 2014-06, Vol.46 (1), p.37-37, Article 37

2014

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Accuracy of prediction of simulated polygenic phenotypes and their underlying quantitative trait loci genotypes using real or imputed whole-genome markers in cattle

Genetics selection evolution (Paris), 2015-12, Vol.47 (99), p.99-99, Article 99

2015

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Extent and consistency of linkage disequilibrium and identification of DNA markers for production and egg quality traits in commercial layer chicken populations

BMC genomics, 2009-07, Vol.10 Suppl 2 (S2), p.S2-S2, Article S2

2009

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An efficient algorithm to compute marginal posterior genotype probabilities for every member of a pedigree with loops

Genetics selection evolution (Paris), 2009-12, Vol.41 (1), p.52-52, Article 52

2009

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Effects of number of training generations on genomic prediction for various traits in a layer chicken population

Genetics selection evolution (Paris), 2016-03, Vol.48 (1), p.22-22, Article 22

2016

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Genome-wide association study for Marek's disease mortality in layer chickens

Avian diseases, 2013-06, Vol.57 (2 Suppl), p.395

2013

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Cross validation of best linear unbiased predictions of breeding values using an efficient leave-one-out strategy

Journal of animal science, 2020-11, Vol.98, p.10-10

2020

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Genomic prediction in hybrid breeding: I. Optimizing the training set design

Theoretical and applied genetics, 2023-08, Vol.136 (8), p.176-176, Article 176

2023

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Genomic BLUP decoded: a look into the black box of genomic prediction

Deregressing estimated breeding values and weighting information for genomic regression analyses

A method to obtain exact single-step GBLUP for non-genotyped descendants when the genomic relationship matrix of ancestors is not available

Genomic selection of purebreds for crossbred performance

Factors affecting accuracy from genomic selection in populations derived from multiple inbred lines: a barley case study

Prediction of complex human traits using the genomic best linear unbiased predictor

class of Bayesian methods to combine large numbers of genotyped and non-genotyped animals for whole-genome analyses

Computational strategies for alternative single-step Bayesian regression models with large numbers of genotyped and non-genotyped animals

Accuracies of genomic breeding values in American Angus beef cattle using K-means clustering for cross-validation

A fast EM algorithm for BayesA-like prediction of genomic breeding values

The Accuracy and Bias of Single-Step Genomic Prediction for Populations Under Selection

Breeding value prediction for production traits in layer chickens using pedigree or genomic relationships in a reduced animal model

Genome-wide mapping of quantitative trait loci in admixed populations using mixed linear model and Bayesian multiple regression analysis

An efficient exact method to obtain GBLUP and single-step GBLUP when the genomic relationship matrix is singular

Linear models for joint association and linkage QTL mapping

Persistence of accuracy of genomic estimated breeding values over generations in layer chickens

Response and inbreeding from a genomic selection experiment in layer chickens

Reduction in accuracy of genomic prediction for ordered categorical data compared to continuous observations

Accuracy of prediction of simulated polygenic phenotypes and their underlying quantitative trait loci genotypes using real or imputed whole-genome markers in cattle

Extent and consistency of linkage disequilibrium and identification of DNA markers for production and egg quality traits in commercial layer chicken populations

An efficient algorithm to compute marginal posterior genotype probabilities for every member of a pedigree with loops

Effects of number of training generations on genomic prediction for various traits in a layer chicken population

Genome-wide association study for Marek's disease mortality in layer chickens

Cross validation of best linear unbiased predictions of breeding values using an efficient leave-one-out strategy

Genomic prediction in hybrid breeding: I. Optimizing the training set design

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