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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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Bibliografski detalji
Izdano u:G3 (Bethesda)
Glavni autori: Cuevas, Jaime, Montesinos-López, Osval, Juliana, Philomin, Guzmán, Carlos, Pérez-Rodríguez, Paulino, González-Bucio, José, Burgueño, Juan, Montesinos-López, Abelardo, Crossa, José
Format: Artigo
Jezik:Inglês
Izdano: Genetics Society of America 2019
Teme:
Online pristup: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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