Novel applications of multitask learning and multiple output regression to multiple genetic trait prediction

Joint prediction of multiple quantitative traits using a Bayesian multivariate antedependence model

(2015) J Jiang et al.   HEREDITY

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

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

Multiple-Trait Genomic Selection Methods Increase Genetic Value Prediction Accuracy

(2012) Yi Jia 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

A Common Dataset for Genomic Analysis of Livestock Populations

(2012) Matthew A. Cleveland et al.   G3-Genes Genomes Genetics

Genomic selection in plant breeding: from theory to practice

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

Improved Lasso for genomic selection

(2010) ANDRÉS LEGARRA et al.   Genetics Research

Genomic prediction of simulated multibreed and purebred performance using observed fifty thousand single nucleotide polymorphism genotypes1

(2009) K. Kizilkaya et al.   JOURNAL OF ANIMAL SCIENCE

Invited review: Genomic selection in dairy cattle: Progress and challenges

(2009) B.J. Hayes et al.   JOURNAL OF DAIRY SCIENCE

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION