Using Genetic Distance to Infer the Accuracy of Genomic Prediction

An Equation to Predict the Accuracy of Genomic Values by Combining Data from Multiple Traits, Populations, or Environments

(2015) Y. C. J. Wientjes et al.   GENETICS

Variable-Selection Emerges on Top in Empirical Comparison of Whole-Genome Complex-Trait Prediction Methods

(2015) David C. Haws et al.   PLoS One

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

Relatedness in the post-genomic era: is it still useful?

(2014) Doug Speed et al.   NATURE REVIEWS GENETICS

Applying association mapping and genomic selection to the dissection of key traits in elite European wheat

(2014) Alison R. Bentley et al.   THEORETICAL AND APPLIED GENETICS

Accurate and Robust Genomic Prediction of Celiac Disease Using Statistical Learning

(2014) Gad Abraham et al.   PLoS Genetics

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

(2013) D. Habier et al.   GENETICS

Estimating and interpreting FST: The impact of rare variants

(2013) G. Bhatia et al.   GENOME RESEARCH

Development and validation of a clinical cancer genomic profiling test based on massively parallel DNA sequencing

(2013) Garrett M Frampton et al.   NATURE BIOTECHNOLOGY

Improving the efficiency of genomic selection

(2013) Marco Scutari et al.   Statistical Applications in Genetics and Molecular Biology

Resource Allocation for Maximizing Prediction Accuracy and Genetic Gain of Genomic Selection in Plant Breeding: A Simulation Experiment

(2013) Aaron J. Lorenz   G3-Genes Genomes Genetics

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

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

Power and Predictive Accuracy of Polygenic Risk Scores

(2013) Frank Dudbridge   PLoS Genetics

Efficient Computation of Ridge-Regression Best Linear Unbiased Prediction in Genomic Selection in Plant Breeding

(2012) H. P. Piepho et al.   CROP SCIENCE

Genomic Prediction in Animals and Plants: Simulation of Data, Validation, Reporting, and Benchmarking

(2012) H. D. Daetwyler 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

Optimized application of penalized regression methods to diverse genomic data

(2011) Levi Waldron et al.   BIOINFORMATICS

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-wide association mapping reveals a rich genetic architecture of complex traits in Oryza sativa

(2011) Keyan Zhao et al.   Nature Communications

Beyond Missing Heritability: Prediction of Complex Traits

(2011) Robert Makowsky et al.   PLoS Genetics

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

(2010) Jian Yang et al.   NATURE GENETICS

Population Structure and Cryptic Relatedness in Genetic Association Studies

(2010) William Astle et al.   STATISTICAL SCIENCE

Reliability of Genomic Predictions Across Multiple Populations

(2009) A. P. W. de Roos et al.   GENETICS

Technical note: Derivation of equivalent computing algorithms for genomic predictions and reliabilities of animal merit

(2009) I. Strandén et al.   JOURNAL OF DAIRY SCIENCE

Mapping genes for complex traits in domestic animals and their use in breeding programmes

(2009) Michael E. Goddard et al.   NATURE REVIEWS GENETICS

Genomic selection: prediction of accuracy and maximisation of long term response

(2008) Mike Goddard   GENETICA

Efficient Methods to Compute Genomic Predictions

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

Noninvasive prenatal diagnosis of fetal chromosomal aneuploidy by massively parallel genomic sequencing of DNA in maternal plasma

(2008) R. W. K. Chiu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Worldwide Human Relationships Inferred from Genome-Wide Patterns of Variation

(2008) J. Z. Li et al.   SCIENCE