Genomic selection in soybean: accuracy and time gain in relation to phenotypic selection

Agronomic performance of modern soybean cultivars in multi-environment trials

(2017) Gilvani Matei et al.   PESQUISA AGROPECUARIA BRASILEIRA

Rapid Cycling Genomic Selection in a Multiparental Tropical Maize Population

(2017) Xuecai Zhang et al.   G3-Genes Genomes Genetics

Genomic Selection Accuracy using Multifamily Prediction Models in a Wheat Breeding Program

(2017) Elliot L. Heffner et al.   Plant Genome

Soybean Genetic Gain in Maturity Groups III to V in Argentina from 1980 to 2015

(2016) Matías de Felipe et al.   CROP SCIENCE

Potential of marker selection to increase prediction accuracy of genomic selection in soybean (Glycine max L.)

(2016) Yansong Ma et al.   MOLECULAR BREEDING

Breeding schemes for the implementation of genomic selection in wheat ( Triticum spp . )

(2016) Filippo M. Bassi et al.   PLANT SCIENCE

Genomic selection for wheat traits and trait stability

(2016) Mao Huang et al.   THEORETICAL AND APPLIED GENETICS

Assessing Predictive Properties of Genome-Wide Selection in Soybeans

(2016) Alencar Xavier et al.   G3-Genes Genomes Genetics

Meeting Global Food Needs: Realizing the Potential via Genetics × Environment × Management Interactions

(2015) Jerry L. Hatfield et al.   AGRONOMY JOURNAL

Assessment of Genetic Heterogeneity in Structured Plant Populations Using Multivariate Whole-Genome Regression Models

(2015) C. Lehermeier et al.   GENETICS

Fitting Linear Mixed-Effects Models Usinglme4

(2015) Douglas Bates et al.   Journal of Statistical Software

Comparison of Genomic Selection Models to Predict Flowering Time and Spike Grain Number in Two Hexaploid Wheat Doubled Haploid Populations

(2015) Saravanan Thavamanikumar et al.   G3-Genes Genomes Genetics

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

Regularization Paths for Generalized Linear Models via Coordinate Descent

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

Evaluation of Genomic Selection Training Population Designs and Genotyping Strategies in Plant Breeding Programs Using Simulation

(2014) John M. Hickey et al.   CROP SCIENCE

Genome-Wide Regression and Prediction with the BGLR Statistical Package

(2014) P. Perez et al.   GENETICS

Historical gains in soybean (Glycine max Merr.) seed yield are driven by linear increases in light interception, energy conversion, and partitioning efficiencies

(2014) Robert P. Koester et al.   JOURNAL OF EXPERIMENTAL BOTANY

The impact of population structure on genomic prediction in stratified populations

(2014) Zhigang Guo et al.   THEORETICAL AND APPLIED GENETICS

Training set optimization under population structure in genomic selection

(2014) Julio Isidro et al.   THEORETICAL AND APPLIED GENETICS

Genomic selection: genome-wide prediction in plant improvement

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

Priors in Whole-Genome Regression: The Bayesian Alphabet Returns

(2013) D. Gianola   GENETICS

Yield Trends Are Insufficient to Double Global Crop Production by 2050

(2013) Deepak K. Ray et al.   PLoS One

Prediction of Complex Human Traits Using the Genomic Best Linear Unbiased Predictor

(2013) Gustavo de los Campos et al.   PLoS Genetics

Genome-wide selection in cassava

(2012) Eder Jorge de Oliveira et al.   EUPHYTICA

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

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

Overview of LASSO-related penalized regression methods for quantitative trait mapping and genomic selection

(2012) Zitong Li et al.   THEORETICAL AND APPLIED GENETICS

Comparison Between Linear and Non-parametric Regression Models for Genome-Enabled Prediction in Wheat

(2012) Paulino Pérez-Rodríguez et al.   G3-Genes Genomes Genetics

Extension of the bayesian alphabet for genomic selection

(2011) David Habier et al.   BMC BIOINFORMATICS

Genomic Selection Accuracy for Grain Quality Traits in Biparental Wheat Populations

(2011) Elliot L. Heffner et al.   CROP SCIENCE

Genomic selection for durable stem rust resistance in wheat

(2010) Jessica E. Rutkoski et al.   EUPHYTICA

Genome sequence of the palaeopolyploid soybean

(2010) Jeremy Schmutz et al.   NATURE

Predicting Quantitative Traits With Regression Models for Dense Molecular Markers and Pedigree

(2009) G. de los Campos et al.   GENETICS

Reproducing Kernel Hilbert Spaces Regression Methods for Genomic Assisted Prediction of Quantitative Traits

(2008) D. Gianola et al.   GENETICS

Heritability in the genomics era — concepts and misconceptions

(2008) Peter M. Visscher et al.   NATURE REVIEWS GENETICS

The impact of genetic relationship information on genome-assisted breeding values

(2007) D. Habier et al.   GENETICS