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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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New evidence that a large proportion of human blood plasma cell-free DNA is localized in exosomes

PloS one, 2017-08, Vol.12 (8), p.e0183915-e0183915

2017

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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 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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An Upper Bound for Accuracy of Prediction Using GBLUP

PloS one, 2016-08, Vol.11 (8), p.e0161054-e0161054

2016

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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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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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32 A Bayesian Hierarchical Model to Integrate Growth Models into Genomic Evaluation of Pigs

Journal of animal science, 2021-11, Vol.99 (Supplement_3), p.18-19

2021

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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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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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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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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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Genomic-Assisted Prediction of Genetic Value With Semiparametric Procedures

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

2006

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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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Additive Genetic Variability and the Bayesian Alphabet

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

2009

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Genomic Prediction of Hybrid Wheat Performance

Crop science, 2013-05, Vol.53 (3), p.802-810

2013

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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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A novel approach to stabilize fetal cell-free DNA fraction in maternal blood samples for extended period of time

PloS one, 2018-12, Vol.13 (12), p.e0208508-e0208508

2018

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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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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

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Extension of the bayesian alphabet for genomic selection

New evidence that a large proportion of human blood plasma cell-free DNA is localized in exosomes

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

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

An Upper Bound for Accuracy of Prediction Using GBLUP

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

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

32 A Bayesian Hierarchical Model to Integrate Growth Models into Genomic Evaluation of Pigs

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

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

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

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

Genomic-Assisted Prediction of Genetic Value With Semiparametric Procedures

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

Additive Genetic Variability and the Bayesian Alphabet

Genomic Prediction of Hybrid Wheat Performance

Efficient genetic value prediction using incomplete omics data

A novel approach to stabilize fetal cell-free DNA fraction in maternal blood samples for extended period of time

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

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

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