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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Uloženo v:
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Vydáno v:G3 (Bethesda)
Hlavní autoři: Cuevas, Jaime, Montesinos-López, Osval, Juliana, Philomin, Guzmán, Carlos, Pérez-Rodríguez, Paulino, González-Bucio, José, Burgueño, Juan, Montesinos-López, Abelardo, Crossa, José
Médium: Artigo
Jazyk:Inglês
Vydáno: Genetics Society of America 2019
Témata:
Genomic Prediction
On-line přístup: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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