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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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Bibliografiske detaljer
Udgivet i: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
Format: Artigo
Sprog:Inglês
Udgivet: Genetics Society of America 2019
Fag:
Online adgang: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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