Approximate Genome-Based Kernel Models for Large Data Sets Including Main Effects and Interactions

On the approximation of interaction effect models by Hadamard powers of the additive genomic relationship

(2020) Johannes W.R. Martini et al.   THEORETICAL POPULATION BIOLOGY

BGGE: A New Package for Genomic-Enabled Prediction Incorporating Genotype × Environment Interaction Models

(2018) Italo Granato et al.   G3-Genes Genomes Genetics

GenoCore: A simple and fast algorithm for core subset selection from large genotype datasets

(2017) Seongmun Jeong et al.   PLoS One

Genomic Selection in Plant Breeding: Methods, Models, and Perspectives

(2017) José Crossa et al.   TRENDS IN PLANT SCIENCE

Extending the Marker × Environment Interaction Model for Genomic-Enabled Prediction and Genome-Wide Association Analysis in Durum Wheat

(2016) José Crossa et al.   CROP SCIENCE

The Dimensionality of Genomic Information and Its Effect on Genomic Prediction

(2016) Ivan Pocrnic et al.   GENETICS

Genomic Prediction of Genotype × Environment Interaction Kernel Regression Models

(2016) Jaime Cuevas et al.   Plant Genome

The Dimensionality of Genomic Information and Its Effect on Genomic Prediction

(2016) Ivan Pocrnic et al.   GENETICS

Inexpensive Computation of the Inverse of the Genomic Relationship Matrix in Populations with Small Effective Population Size

(2015) I. Misztal   GENETICS

Selection of the Bandwidth Parameter in a Bayesian Kernel Regression Model for Genomic-Enabled Prediction

(2015) Sergio Pérez-Elizalde et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Increased Prediction Accuracy in Wheat Breeding Trials Using a Marker × Environment Interaction Genomic Selection Model

(2015) Marco Lopez-Cruz et al.   G3-Genes Genomes Genetics

Kernel methods for large-scale genomic data analysis

(2014) X. Wang et al.   BRIEFINGS IN BIOINFORMATICS

Genome-Wide Regression and Prediction with the BGLR Statistical Package

(2014) P. Perez et al.   GENETICS

Using recursion to compute the inverse of the genomic relationship matrix

(2014) I. Misztal et al.   JOURNAL OF DAIRY SCIENCE

Enhancing Genome-Enabled Prediction by Bagging Genomic BLUP

(2014) Daniel Gianola et al.   PLoS One

A reaction norm model for genomic selection using high-dimensional genomic and environmental data

(2013) Diego Jarquín et al.   THEORETICAL AND APPLIED GENETICS

Genomic Prediction of Breeding Values when Modeling Genotype × Environment Interaction using Pedigree and Dense Molecular Markers

(2012) Juan Burgueño et al.   CROP SCIENCE

Genome-enabled prediction of genetic values using radial basis function neural networks

(2012) J. M. González-Camacho et al.   THEORETICAL AND APPLIED GENETICS

Comparison Between Linear and Non-parametric Regression Models for Genome-Enabled Prediction in Wheat

(2012) Paulino Pérez-Rodríguez et al.   G3-Genes Genomes Genetics

Ridge Regression and Other Kernels for Genomic Selection with R Package rrBLUP

(2011) Jeffrey B. Endelman   Plant Genome

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

(2010) J. Crossa et al.   GENETICS

Semi-parametric genomic-enabled prediction of genetic values using reproducing kernel Hilbert spaces methods

(2010) GUSTAVO DE LOS CAMPOS et al.   Genetics Research

Reproducing Kernel Hilbert Spaces Regression Methods for Genomic Assisted Prediction of Quantitative Traits

(2008) D. Gianola et al.   GENETICS

Efficient Control of Population Structure in Model Organism Association Mapping

(2008) H. M. Kang et al.   GENETICS

Efficient Methods to Compute Genomic Predictions

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