GBLUP

A Bayesian Genomic Multi-output Regressor Stacking Model for Predicting Multi-trait Multi-environment Plant Breeding Data
Osval A. Montesinos-López, Abelardo Montesinos-López, José Crossa, Jaime Cuevas, José C. Montesinos-López, Zitlalli Salas Gutiérrez, Morten Lillemo, Juliana Philomin, Ravi Singh

G3: Genes, Genomes, Genetics October 2019 9: 3381-3393; https://doi.org/10.1534/g3.119.400336
Genomic Prediction for Winter Survival of Lowland Switchgrass in the Northern USA
Hari P. Poudel, Millicent D. Sanciangco, Shawn M. Kaeppler, C. Robin Buell, Michael D. Casler

G3: Genes, Genomes, Genetics June 2019 9: 1921-1931; https://doi.org/10.1534/g3.119.400094
Hyperspectral Reflectance-Derived Relationship Matrices for Genomic Prediction of Grain Yield in Wheat
Margaret R. Krause, Lorena González-Pérez, José Crossa, Paulino Pérez-Rodríguez, Osval Montesinos-López, Ravi P. Singh, Susanne Dreisigacker, Jesse Poland, Jessica Rutkoski, Mark Sorrells, Michael A. Gore, Suchismita Mondal

G3: Genes, Genomes, Genetics April 2019 9: 1231-1247; https://doi.org/10.1534/g3.118.200856
A Benchmarking Between Deep Learning, Support Vector Machine and Bayesian Threshold Best Linear Unbiased Prediction for Predicting Ordinal Traits in Plant Breeding
Osval A. Montesinos-López, Javier Martín-Vallejo, José Crossa, Daniel Gianola, Carlos M. Hernández-Suárez, Abelardo Montesinos-López, Philomin Juliana, Ravi Singh

G3: Genes, Genomes, Genetics February 2019 9: 601-618; https://doi.org/10.1534/g3.118.200998
Multi-environment Genomic Prediction of Plant Traits Using Deep Learners With Dense Architecture
Abelardo Montesinos-López, Osval A. Montesinos-López, Daniel Gianola, José Crossa, Carlos M. Hernández-Suárez

G3: Genes, Genomes, Genetics December 2018 8: 3813-3828; https://doi.org/10.1534/g3.118.200740
A Bayesian Genomic Regression Model with Skew Normal Random Errors
Paulino Pérez-Rodríguez, Rocío Acosta-Pech, Sergio Pérez-Elizalde, Ciro Velasco Cruz, Javier Suárez Espinosa, José Crossa

G3: Genes, Genomes, Genetics May 2018 8: 1771-1785; https://doi.org/10.1534/g3.117.300406
Genomic Prediction Within and Across Biparental Families: Means and Variances of Prediction Accuracy and Usefulness of Deterministic Equations
Pascal Schopp, Dominik Müller, Yvonne C. J. Wientjes, Albrecht E. Melchinger

G3: Genes, Genomes, Genetics November 2017 7: 3571-3586; https://doi.org/10.1534/g3.117.300076
Genomic Prediction with Pedigree and Genotype × Environment Interaction in Spring Wheat Grown in South and West Asia, North Africa, and Mexico
Sivakumar Sukumaran, Jose Crossa, Diego Jarquin, Marta Lopes, Matthew P. Reynolds

G3: Genes, Genomes, Genetics February 2017 7: 481-495; https://doi.org/10.1534/g3.116.036251
Genome-Enabled Estimates of Additive and Nonadditive Genetic Variances and Prediction of Apple Phenotypes Across Environments
Satish Kumar, Claire Molloy, Patricio Muñoz, Hans Daetwyler, David Chagné, Richard Volz

G3: Genes, Genomes, Genetics December 2015 5: 2711-2718; https://doi.org/10.1534/g3.115.021105
Threshold Models for Genome-Enabled Prediction of Ordinal Categorical Traits in Plant Breeding
Osval A. Montesinos-López, Abelardo Montesinos-López, Paulino Pérez-Rodríguez, Gustavo de los Campos, Kent Eskridge, José Crossa

G3: Genes, Genomes, Genetics February 2015 5: 291-300; https://doi.org/10.1534/g3.114.016188

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