Ridge, Lasso and Bayesian additive-dominance genomic models

GVCBLUP: a computer package for genomic prediction and variance component estimation of additive and dominance effects

(2014) Chunkao Wang et al.   BMC BIOINFORMATICS

Calculation of exact p-values when SNPs are tested using multiple genetic models

(2014) Rajesh Talluri et al.   BMC GENETICS

Accuracy of genome-wide imputation in Braford and Hereford beef cattle

(2014) Mario L Piccoli et al.   BMC GENETICS

Unraveling Additive from Nonadditive Effects Using Genomic Relationship Matrices

(2014) Patricio R. Muñoz et al.   GENETICS

Mixed Model Methods for Genomic Prediction and Variance Component Estimation of Additive and Dominance Effects Using SNP Markers

(2014) Yang Da et al.   PLoS One

Quantitative Genetics Model as the Unifying Model for Defining Genomic Relationship and Inbreeding Coefficient

(2014) Chunkao Wang et al.   PLoS One

Priors in Whole-Genome Regression: The Bayesian Alphabet Returns

(2013) D. Gianola   GENETICS

Genomic BLUP Decoded: A Look into the Black Box of Genomic Prediction

(2013) D. Habier et al.   GENETICS

On the Additive and Dominant Variance and Covariance of Individuals Within the Genomic Selection Scope

(2013) Z. G. Vitezica et al.   GENETICS

Back to Basics for Bayesian Model Building in Genomic Selection

(2012) Hanni P. Kärkkäinen et al.   GENETICS

Accuracy of Genomic Selection Methods in a Standard Data Set of Loblolly Pine (Pinus taeda L.)

(2012) M. F. R. Resende et al.   GENETICS

Whole-Genome Regression and Prediction Methods Applied to Plant and Animal Breeding

(2012) G. de los Campos et al.   GENETICS

Bayesian models with dominance effects for genomic evaluation of quantitative traits

(2012) ROBIN WELLMANN et al.   Genetics Research

Estimating Additive and Non-Additive Genetic Variances and Predicting Genetic Merits Using Genome-Wide Dense Single Nucleotide Polymorphism Markers

(2012) Guosheng Su et al.   PLoS One

Improved LASSO priors for shrinkage quantitative trait loci mapping

(2012) Ming Fang et al.   THEORETICAL AND APPLIED GENETICS

Efficiency of genomic selection with models including dominance effect in the context of Eucalyptus breeding

(2012) Marie Denis et al.   Tree Genetics & Genomes

Extension of the bayesian alphabet for genomic selection

(2011) David Habier et al.   BMC BIOINFORMATICS

Genomic selection in livestock populations

(2011) MICHAEL E. GODDARD et al.   Genetics Research

Using the genomic relationship matrix to predict the accuracy of genomic selection

(2011) M.E. Goddard et al.   JOURNAL OF ANIMAL BREEDING AND GENETICS

Accelerating the domestication of trees using genomic selection: accuracy of prediction models across ages and environments

(2011) M. F. R. Resende et al.   NEW PHYTOLOGIST

Beyond Missing Heritability: Prediction of Complex Traits

(2011) Robert Makowsky et al.   PLoS Genetics

Improved Lasso for genomic selection

(2010) ANDRÉS LEGARRA et al.   Genetics Research

The distribution of QTL additive and dominance effects in porcine F2 crosses

(2010) J. Bennewitz et al.   JOURNAL OF ANIMAL BREEDING AND GENETICS

Common SNPs explain a large proportion of the heritability for human height

(2010) Jian Yang et al.   NATURE GENETICS

Estimating Effects and Making Predictions from Genome-Wide Marker Data

(2010) Michael E. Goddard et al.   STATISTICAL SCIENCE

A Commentary on ‘Common SNPs Explain a Large Proportion of the Heritability for Human Height’ by Yang et al. (2010)

(2010) Peter M. Visscher et al.   Twin Research and Human Genetics

Additive Genetic Variability and the Bayesian Alphabet

(2009) D. Gianola et al.   GENETICS

Reproducing kernel Hilbert spaces regression: A general framework for genetic evaluation1

(2009) G. de los Campos et al.   JOURNAL OF ANIMAL SCIENCE

Invited review: Genomic selection in dairy cattle: Progress and challenges

(2009) B.J. Hayes et al.   JOURNAL OF DAIRY SCIENCE

Efficient Methods to Compute Genomic Predictions

(2008) P.M. VanRaden   JOURNAL OF DAIRY SCIENCE

Invited Review: Reliability of genomic predictions for North American Holstein bulls

(2008) P.M. VanRaden et al.   JOURNAL OF DAIRY SCIENCE

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Data and Theory Point to Mainly Additive Genetic Variance for Complex Traits

(2008) William G. Hill et al.   PLoS Genetics