Multivariate Statistical Machine Learning Methods for Genomic Prediction

Multivariate Statistical Machine Learning Methods for Genomic Prediction

This book is open access under a CC BY 4.0 license This open access book brings together the latest genome base prediction models currently being used by statisticians, breeders and data scientists. It provides an accessible way to understand the theory behind each statistical learning tool, the req...

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Detalles Bibliográficos
Autor principal: Montesinos López, Osval Antonio (-)
Otros Autores: Montesinos López, Abelardo, Crossa, José
Formato: Libro electrónico
Idioma:Inglés
Publicado: Cham Springer Nature 2022
Cham : 2022.
Materias:
Agricultural science
Life sciences: general issues
Botany & plant sciences
Animal reproduction
Probability & statistics
open access
Statistical learning
Bayesian regression
Deep learning
Non linear regression
Plant breeding
Crop management
multi-trait multi-environments models
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009654456406719

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