Predicting genomic selection efficiency to optimize calibration set and to assess prediction accuracy in highly structured populations

Model training across multiple breeding cycles significantly improves genomic prediction accuracy in rye (Secale cereale L.)

(2016) Hans-Jürgen Auinger et al.   THEORETICAL AND APPLIED GENETICS

Genomic selection in a commercial winter wheat population

(2016) Sang He et al.   THEORETICAL AND APPLIED GENETICS

Improvement of Predictive Ability by Uniform Coverage of the Target Genetic Space

(2016) D. Bustos-Korts et al.   G3-Genes Genomes Genetics

Genomic Prediction of Gene Bank Wheat Landraces

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

On the Accuracy of Genomic Selection

(2016) Charles-Elie Rabier et al.   PLoS One

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

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

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

(2015) C. Lehermeier et al.   GENETICS

Shrinkage estimation of the genomic relationship matrix can improve genomic estimated breeding values in the training set

(2015) Dominik Müller et al.   THEORETICAL AND APPLIED GENETICS

Efficient Use of Historical Data for Genomic Selection: A Case Study of Stem Rust Resistance in Wheat

(2015) J. Rutkoski et al.   Plant Genome

Genomic Prediction in Pea: Effect of Marker Density and Training Population Size and Composition on Prediction Accuracy

(2015) Nadim Tayeh et al.   Frontiers in Plant Science

Linkage Disequilibrium with Linkage Analysis of Multiline Crosses Reveals Different Multiallelic QTL for Hybrid Performance in the Flint and Dent Heterotic Groups of Maize

(2014) Héloïse Giraud et al.   GENETICS

Recovering Power in Association Mapping Panels with Variable Levels of Linkage Disequilibrium

(2014) Renaud Rincent et al.   GENETICS

Usefulness of Multiparental Populations of Maize ( Zea mays L.) for Genome-Based Prediction

(2014) Christina Lehermeier et al.   GENETICS

Dent and Flint maize diversity panels reveal important genetic potential for increasing biomass production

(2014) R. Rincent et al.   THEORETICAL AND APPLIED GENETICS

Genome-based prediction of maize hybrid performance across genetic groups, testers, locations, and years

(2014) Theresa Albrecht et al.   THEORETICAL AND APPLIED GENETICS

Genomic selection prediction accuracy in a perennial crop: case study of oil palm (Elaeis guineensis Jacq.)

(2014) David Cros et al.   THEORETICAL AND APPLIED GENETICS

Training set optimization under population structure in genomic selection

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

Genomewide Selection when Major Genes Are Known

(2013) Rex Bernardo   CROP SCIENCE

Genomic Predictability of Interconnected Biparental Maize Populations

(2013) C. Riedelsheimer et al.   GENETICS

Intraspecific variation of recombination rate in maize

(2013) Eva Bauer et al.   GENOME BIOLOGY

On-farm dynamic management of genetic diversity: the impact of seed diffusions and seed saving practices on a population-variety of bread wheat

(2012) Mathieu Thomas et al.   Evolutionary Applications

The Effect of Linkage Disequilibrium and Family Relationships on the Reliability of Genomic Prediction

(2012) Y. C. J. Wientjes 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

Genotyping-by-Sequencing for Plant Breeding and Genetics

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

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

A Large Maize (Zea mays L.) SNP Genotyping Array: Development and Germplasm Genotyping, and Genetic Mapping to Compare with the B73 Reference Genome

(2011) Martin W. Ganal et al.   PLoS One

Genome-based prediction of testcross values in maize

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

Graph-Based Data Selection for the Construction of Genomic Prediction Models

(2010) S. Maenhout et al.   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

Network analysis identifies weak and strong links in a metapopulation system

(2008) A. F. Rozenfeld et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA