Design of training populations for selective phenotyping in genomic prediction

Accuracy of genomic selection to predict maize single-crosses obtained through different mating designs

(2018) Roberto Fristche-Neto et al.   THEORETICAL AND APPLIED GENETICS

Genomic Prediction of Gene Bank Wheat Landraces

(2016) José Crossa et al.   G3-Genes Genomes Genetics

Prospects of Genomic Prediction in the USDA Soybean Germplasm Collection: Historical Data Creates Robust Models for Enhancing Selection of Accessions

(2016) Diego Jarquin et al.   G3-Genes Genomes Genetics

Genetic diversity and trait genomic prediction in a pea diversity panel

(2015) Judith Burstin et al.   BMC GENOMICS

Adding Genetically Distant Individuals to Training Populations Reduces Genomic Prediction Accuracy in Barley

(2015) Aaron J. Lorenz et al.   CROP SCIENCE

General Combining Ability Model for Genomewide Selection in a Biparental Cross

(2014) Amy Jacobson et al.   CROP SCIENCE

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

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

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

Using Genomic Prediction to Characterize Environments and Optimize Prediction Accuracy in Applied Breeding Data

(2013) Nicolas Heslot et al.   CROP SCIENCE

Genome-Wide Prediction of Traits with Different Genetic Architecture Through Efficient Variable Selection

(2013) V. Wimmer et al.   GENETICS

Pitfalls of predicting complex traits from SNPs

(2013) Naomi R. Wray et al.   NATURE REVIEWS GENETICS

Increased Genomic Prediction Accuracy in Wheat Breeding Through Spatial Adjustment of Field Trial Data

(2013) Bettina Lado et al.   G3-Genes Genomes Genetics

Accuracy of Genomewide Selection for Different Traits with Constant Population Size, Heritability, and Number of Markers

(2013) Emily Combs et al.   Plant Genome

A Comprehensive Genetic Approach for Improving Prediction of Skin Cancer Risk in Humans

(2012) Ana I. Vazquez et al.   GENETICS

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

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

Maximizing the Reliability of Genomic Selection by Optimizing the Calibration Set of Reference Individuals: Comparison of Methods in Two Diverse Groups of Maize Inbreds (Zea mays L.)

(2012) R. Rincent et al.   GENETICS

Genomic and metabolic prediction of complex heterotic traits in hybrid maize

(2012) Christian Riedelsheimer et al.   NATURE GENETICS

Genotyping-by-Sequencing for Plant Breeding and Genetics

(2012) Jesse A. Poland et al.   Plant Genome

Genomic selection in plant breeding: from theory to practice

(2011) J.-L. Jannink et al.   Briefings in Functional Genomics

Genomic Selection in Plant Breeding: A Comparison of Models

(2011) Nicolas Heslot et al.   CROP SCIENCE

Reliability of direct genomic values for animals with different relationships within and to the reference population

(2011) M. Pszczola et al.   JOURNAL OF DAIRY SCIENCE

Genome-based prediction of testcross values in maize

(2011) Theresa Albrecht et al.   THEORETICAL AND APPLIED GENETICS

Prediction of Genetic Values of Quantitative Traits in Plant Breeding Using Pedigree and Molecular Markers

(2010) J. Crossa et al.   GENETICS

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

(2010) Jian Yang et al.   NATURE GENETICS

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