Genomic selection of agronomic traits in hybrid rice using an NCII population

Genomic prediction unifies animal and plant breeding programs to form platforms for biological discovery

(2017) John M Hickey et al.   NATURE GENETICS

Genomic Selection in Plant Breeding: Methods, Models, and Perspectives

(2017) José Crossa et al.   TRENDS IN PLANT SCIENCE

Predicted Residual Error Sum of Squares of Mixed Models: An Application for Genomic Prediction

(2017) Shizhong Xu   G3-Genes Genomes Genetics

Predicting rice hybrid performance using univariate and multivariate GBLUP models based on North Carolina mating design II

(2016) X Wang et al.   HEREDITY

Genomic Selection and Association Mapping in Rice (Oryza sativa): Effect of Trait Genetic Architecture, Training Population Composition, Marker Number and Statistical Model on Accuracy of Rice Genomic Selection in Elite, Tropical Rice Breeding Lines

(2015) Jennifer Spindel et al.   PLoS Genetics

A comparison of genomic selection methods for breeding value prediction

(2015) Xin Wang et al.   Science Bulletin

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

General Combining Ability Model for Genomewide Selection in a Biparental Cross

(2014) Amy Jacobson et al.   CROP SCIENCE

Genome-Wide Regression and Prediction with the BGLR Statistical Package

(2014) P. Perez et al.   GENETICS

Genomic prediction in biparental tropical maize populations in water-stressed and well-watered environments using low-density and GBS SNPs

(2014) X Zhang et al.   HEREDITY

Predicting hybrid performance in rice using genomic best linear unbiased prediction

(2014) S. Xu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Genomic selection: genome-wide prediction in plant improvement

(2014) Zeratsion Abera Desta et al.   TRENDS IN PLANT SCIENCE

Parametric and Nonparametric Statistical Methods for Genomic Selection of Traits with Additive and Epistatic Genetic Architectures

(2014) Réka Howard et al.   G3-Genes Genomes Genetics

The 3,000 rice genomes project: new opportunities and challenges for future rice research

(2014) Jia-Yang Li et al.   GigaScience

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

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

Genomic prediction in CIMMYT maize and wheat breeding programs

(2013) J Crossa et al.   HEREDITY

Comparison of whole-genome prediction models for traits with contrasting genetic architecture in a diversity panel of maize inbred lines

(2012) Christian Riedelsheimer et al.   BMC GENOMICS

Genomic and metabolic prediction of complex heterotic traits in hybrid maize

(2012) Christian Riedelsheimer et al.   NATURE GENETICS

Genomic Selection in Plant Breeding: A Comparison of Models

(2011) Nicolas Heslot et al.   CROP SCIENCE

LASSO with cross-validation for genomic selection

(2010) M. GRAZIANO USAI et al.   Genetics Research

Predicting genetic predisposition in humans: the promise of whole-genome markers

(2010) Gustavo de los Campos et al.   NATURE REVIEWS GENETICS

Efficient Methods to Compute Genomic Predictions

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