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

Genome-Wide Regression and Prediction with the BGLR Statistical Package

(2014) P. Perez et al.   GENETICS

Model averaging for genome-enabled prediction with reproducing kernel Hilbert spaces: a case study with pig litter size and wheat yield

(2014) L. Tusell et al.   JOURNAL OF ANIMAL BREEDING AND GENETICS

Bayesian Genomic-Enabled Prediction as an Inverse Problem

(2014) Jaime Cuevas et al.   G3-Genes Genomes Genetics

Parametric and Nonparametric Statistical Methods for Genomic Selection of Traits with Additive and Epistatic Genetic Architectures

(2014) Réka Howard et al.   G3-Genes Genomes Genetics

Kernel-based whole-genome prediction of complex traits: a review

(2014) Gota Morota et al.   Frontiers in Genetics

Priors in Whole-Genome Regression: The Bayesian Alphabet Returns

(2013) D. Gianola   GENETICS

Polygenic Modeling with Bayesian Sparse Linear Mixed Models

(2013) Xiang Zhou et al.   PLoS Genetics

Whole-Genome Regression and Prediction Methods Applied to Plant and Animal Breeding

(2012) G. de los Campos et al.   GENETICS

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

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

Fully Bayes factors with a generalized g-prior

(2011) Yuzo Maruyama et al.   ANNALS OF STATISTICS

Bayesian inverse problems with Gaussian priors

(2011) B. T. Knapik et al.   ANNALS OF STATISTICS

Predicting complex quantitative traits with Bayesian neural networks: a case study with Jersey cows and wheat

(2011) Daniel Gianola et al.   BMC GENETICS

Genomic Selection in Plant Breeding: A Comparison of Models

(2011) Nicolas Heslot et al.   CROP SCIENCE

Predicting Genetic Values: A Kernel-Based Best Linear Unbiased Prediction With Genomic Data

(2011) Ulrike Ober et al.   GENETICS

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

(2011) Jeffrey B. Endelman   Plant Genome

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