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Extension of the bayesian alphabet for genomic selection

BMC bioinformatics, 2011-05, Vol.12 (1), p.186-186, Article 186

2011

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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 Multiple-Trait Bayesian Lasso for Genome-Enabled Analysis and Prediction of Complex Traits

Genetics (Austin), 2020-02, Vol.214 (2), p.305-331

2020

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Efficient strategies for leave-one-out cross validation for genomic best linear unbiased prediction

Journal of animal science and biotechnology, 2017-05, Vol.8 (3), p.733-737, Article 38

2017

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Inference about quantitative traits under selection: a Bayesian revisitation for the post-genomic era

Genetics selection evolution (Paris), 2022-12, Vol.54 (1), p.78-78, Article 78

2022

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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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A nested mixture model for genomic prediction using whole-genome SNP genotypes

PloS one, 2018-03, Vol.13 (3), p.e0194683-e0194683

2018

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Tests of association based on genomic windows can lead to spurious associations when using genotype panels with heterogeneous SNP densities

Genetics selection evolution (Paris), 2021-05, Vol.53 (1), p.1-45, Article 45

2021

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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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Application of Whole-Genome Prediction Methods for Genome-Wide Association Studies: A Bayesian Approach

Journal of agricultural, biological, and environmental statistics, 2017-06, Vol.22 (2), p.172-193

2017

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Use of the linear regression method to evaluate population accuracy of predictions from non-linear models

Frontiers in genetics, 2024-05, Vol.15, p.1380643

2024

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Fast parallelized sampling of Bayesian regression models for whole-genome prediction

Genetics selection evolution (Paris), 2020-03, Vol.52 (1), p.16-16, Article 16

2020

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Genome-wide association mapping including phenotypes from relatives without genotypes in a single-step (ssGWAS) for 6-week body weight in broiler chickens

Frontiers in genetics, 2014, Vol.5, p.134-134

2014

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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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Genomic-Assisted Prediction of Genetic Value With Semiparametric Procedures

Genetics (Austin), 2006-07, Vol.173 (3), p.1761-1776

2006

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Additive Genetic Variability and the Bayesian Alphabet

Genetics (Austin), 2009-09, Vol.183 (1), p.347-363

2009

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Efficient genetic value prediction using incomplete omics data

Theoretical and applied genetics, 2019-04, Vol.132 (4), p.1211-1222

2019

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Interpretable artificial neural networks incorporating Bayesian alphabet models for genome-wide prediction and association studies

G3 : genes - genomes - genetics, 2021-10, Vol.11 (10)

2021

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

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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Contributions of linkage disequilibrium and co-segregation information to the accuracy of genomic prediction

Genetics selection evolution (Paris), 2016-10, Vol.48 (1), p.77-77, Article 77

2016

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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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Genomic selection of purebred animals for crossbred performance in the presence of dominant gene action

Genetics selection evolution (Paris), 2013-04, Vol.45 (1), p.11-11, Article 11

2013

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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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Extension of the bayesian alphabet for genomic selection

Deregressing estimated breeding values and weighting information for genomic regression analyses

A Multiple-Trait Bayesian Lasso for Genome-Enabled Analysis and Prediction of Complex Traits

Efficient strategies for leave-one-out cross validation for genomic best linear unbiased prediction

Inference about quantitative traits under selection: a Bayesian revisitation for the post-genomic era

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

A nested mixture model for genomic prediction using whole-genome SNP genotypes

Tests of association based on genomic windows can lead to spurious associations when using genotype panels with heterogeneous SNP densities

Genomic selection of purebreds for crossbred performance

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

Application of Whole-Genome Prediction Methods for Genome-Wide Association Studies: A Bayesian Approach

Use of the linear regression method to evaluate population accuracy of predictions from non-linear models

Fast parallelized sampling of Bayesian regression models for whole-genome prediction

Genome-wide association mapping including phenotypes from relatives without genotypes in a single-step (ssGWAS) for 6-week body weight in broiler chickens

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

Genomic-Assisted Prediction of Genetic Value With Semiparametric Procedures

Additive Genetic Variability and the Bayesian Alphabet

Efficient genetic value prediction using incomplete omics data

Interpretable artificial neural networks incorporating Bayesian alphabet models for genome-wide prediction and association studies

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

Contributions of linkage disequilibrium and co-segregation information to the accuracy of genomic prediction

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

Genomic selection of purebred animals for crossbred performance in the presence of dominant gene action

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

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