New Deep Learning Genomic-Based Prediction Model for Multiple Traits with Binary, Ordinal, and Continuous Phenotypes

Multiple-trait experiments with mixed phenotypes (binary, ordinal and continuous) are not rare in animal and plant breeding programs. However, there is a lack of statistical models that can exploit the correlation between traits with mixed phenotypes in order to improve prediction accuracy in the co...

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Detalles Bibliográficos
Autores principales: Montesinos-López, Osval A., Martín-Vallejo, Javier, Crossa, José, Gianola, Daniel, Hernández-Suárez, Carlos M., Montesinos-López, Abelardo, Juliana, Philomin, Singh, Ravi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2019
Materias:
Genomic Prediction
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6505163/
https://www.ncbi.nlm.nih.gov/pubmed/30858235
http://dx.doi.org/10.1534/g3.119.300585

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6505163/
https://www.ncbi.nlm.nih.gov/pubmed/30858235
http://dx.doi.org/10.1534/g3.119.300585

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