Deep Kernel for Genomic and Near Infrared Predictions in Multi-environment Breeding Trials

Kernel methods are flexible and easy to interpret and have been successfully used in genomic-enabled prediction of various plant species. Kernel methods used in genomic prediction comprise the linear genomic best linear unbiased predictor (GBLUP or GB) kernel, and the Gaussian kernel (GK). In genera...

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Detalhes bibliográficos
Publicado no:G3 (Bethesda)
Main Authors: Cuevas, Jaime, Montesinos-López, Osval, Juliana, Philomin, Guzmán, Carlos, Pérez-Rodríguez, Paulino, González-Bucio, José, Burgueño, Juan, Montesinos-López, Abelardo, Crossa, José
Formato: Artigo
Idioma:Inglês
Publicado em: Genetics Society of America 2019
Assuntos:
Genomic Prediction
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6723142/
https://ncbi.nlm.nih.gov/pubmed/31289023
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1534/g3.119.400493
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