Genomic breeding value prediction and QTL mapping of QTLMAS2010 data using Bayesian Methods

Genomic breeding value prediction and QTL mapping of QTLMAS2010 data using Bayesian Methods

Bibliographic Details
Main Authors:	Sun, Xiaochen, Habier, David, Fernando, Rohan L, Garrick, Dorian J, Dekkers, Jack CM
Format:	Online
Language:	English
Published:	BioMed Central 2011
Online Access:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3103198/

Similar Items

Genomic breeding value prediction and QTL mapping of QTLMAS2011 data using Bayesian and GBLUP methods
by: Zeng, Jian, et al.
Published: (2012)

A Fast EM Algorithm for BayesA-Like Prediction of Genomic Breeding Values
by: Sun, Xiaochen, et al.
Published: (2012)

Extension of the bayesian alphabet for genomic selection
by: Habier, David, et al.
Published: (2011)

A class of Bayesian methods to combine large numbers of genotyped and non-genotyped animals for whole-genome analyses
by: Fernando, Rohan L, et al.
Published: (2014)

Persistence of accuracy of genomic estimated breeding values over generations in layer chickens
by: Wolc, Anna, et al.
Published: (2011)

QTLMAS 2010: simulated dataset
by: Szydlowski, Maciej, et al.
Published: (2011)

Comparison of the analyses of the XVth QTLMAS common dataset II: QTL analysis
by: Demeure, Olivier, et al.
Published: (2012)

Comparison of analyses of the QTLMAS XIV common dataset. II: QTL analysis
by: Mucha, Sebastian, et al.
Published: (2011)

XVIth QTLMAS: simulated dataset and comparative analysis of submitted results for QTL mapping and genomic evaluation
by: Usai, M Graziano, et al.
Published: (2014)

XVth QTLMAS: simulated dataset
by: Elsen, Jean-Michel, et al.
Published: (2012)

Contributions of linkage disequilibrium and co-segregation information to the accuracy of genomic prediction
by: Sun, Xiaochen, et al.
Published: (2016)

Comparison of breeding value prediction for two traits in a Nellore-Angus crossbred population using different Bayesian modeling methodologies
by: Hulsman Hanna, Lauren L., et al.
Published: (2014)

Mixture models detect large effect QTL better than GBLUP and result in more accurate and persistent predictions
by: Wolc, Anna, et al.
Published: (2016)

Partial least square regression applied to the QTLMAS 2010 dataset
by: Coster, Albart, et al.
Published: (2011)

Applying different genomic evaluation approaches on QTLMAS2010 dataset
by: Nadaf, Javad, et al.
Published: (2011)

Comparison of analyses of the XVth QTLMAS common dataset III: Genomic Estimations of Breeding Values
by: Le Roy, Pascale, et al.
Published: (2012)

Application of Genomics Tools to Animal Breeding
by: Dekkers, Jack C.M.
Published: (2012)

Genomic selection of purebred animals for crossbred performance in the presence of dominant gene action
by: Zeng, Jian, et al.
Published: (2013)

Improved precision of QTL mapping using a nonlinear Bayesian method in a multi-breed population leads to greater accuracy of across-breed genomic predictions
by: Kemper, Kathryn E, et al.
Published: (2015)

Effects of the number of markers per haplotype and clustering of haplotypes on the accuracy of QTL mapping and prediction of genomic breeding values
by: Calus, Mario PL, et al.
Published: (2009)

Genome-wide mapping of quantitative trait loci in admixed populations using mixed linear model and Bayesian multiple regression analysis
by: Ali Toosi, et al.
Published: (2018-06-01)

Large-effect pleiotropic or closely linked QTL segregate within and across ten US cattle breeds
by: Saatchi, Mahdi, et al.
Published: (2014)

Comparison of Bayesian models to estimate direct genomic values in multi-breed commercial beef cattle
by: Rolf, Megan M, et al.
Published: (2015)

A two step Bayesian approach for genomic prediction of breeding values
by: Shariati, Mohammad M, et al.
Published: (2012)

Interacted QTL Mapping in Partial NCII Design Provides Evidences for Breeding by Design
by: Bu, Su Hong, et al.
Published: (2015)

Reduction in accuracy of genomic prediction for ordered categorical data compared to continuous observations
by: Kizilkaya, Kadir, et al.
Published: (2014)

Whole genome analysis of infectious bovine keratoconjunctivitis in Angus cattle using Bayesian threshold models
by: Kizilkaya, Kadir, et al.
Published: (2011)

Computational strategies for alternative single-step Bayesian regression models with large numbers of genotyped and non-genotyped animals
by: Fernando, Rohan L., et al.
Published: (2016)

QTL tools applied to forest breeding
by: Medina-Macedo, Luciano, et al.
Published: (2011)

Comparison of analyses of the QTLMAS XIV common dataset. I: genomic selection
by: Pszczola, Marcin, et al.
Published: (2011)

Bayesian Variable Selection to identify QTL affecting a simulated quantitative trait
by: Schurink, Anouk, et al.
Published: (2012)

Estimating genomic breeding values and detecting QTL using univariate and bivariate models
by: Calus, Mario PL, et al.
Published: (2011)

Efficient strategies for leave-one-out cross validation for genomic best linear unbiased prediction
by: Hao Cheng, et al.
Published: (2017-05-01)

Body composition and gene expression QTL mapping in mice reveals imprinting and interaction effects
by: Cheng, Ye, et al.
Published: (2013)

XSim: Simulation of Descendants from Ancestors with Sequence Data
by: Cheng, Hao, et al.
Published: (2015)

Accuracy of prediction of simulated polygenic phenotypes and their underlying quantitative trait loci genotypes using real or imputed whole-genome markers in cattle
by: Hassani, Saeed, et al.
Published: (2015)

Application of a Bayesian non-linear model hybrid scheme to sequence data for genomic prediction and QTL mapping
by: Tingting Wang, et al.
Published: (2017-08-01)

A hybrid expectation maximisation and MCMC sampling algorithm to implement Bayesian mixture model based genomic prediction and QTL mapping
by: Wang, Tingting, et al.
Published: (2016)

Impact of QTL properties on the accuracy of multi-breed genomic prediction
by: Wientjes, Yvonne CJ, et al.
Published: (2015)

Accuracies of genomic breeding values in American Angus beef cattle using K-means clustering for cross-validation
by: Saatchi, Mahdi, et al.
Published: (2011)