Article
A Variational Bayes Genomic-Enabled Prediction Model with Genotype × Environment Interaction.
G3 (Bethesda, Md.) - 7 Jun 2017
Montesinos-López Osval A, Montesinos-López Abelardo, Crossa José, Montesinos-López José Cricelio, Luna-Vázquez Francisco Javier, Salinas-Ruiz Josafhat, Herrera-Morales José R, Buenrostro-Mariscal Raymundo
Abstract excerpt
There are Bayesian and non-Bayesian genomic models that take into account G×E interactions. However, the computational cost of implementing Bayesian models is high, and becomes almost impossible when the number of genotypes, environments, and traits is very large, while, in non-Bayesian models, there are often important and unsolved convergence problems. The variational Bayes method is popular in machine...
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