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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Detalhes bibliográficos
Main Authors: Montesinos López, Osval Antonio, Montesinos López, Abelardo, Crossa, José
Formato: Livro
Idioma:Inglês
Publicado em: Springer Nature 2022
Assuntos:
open access
Statistical learning
Bayesian regression
Deep learning
Non linear regression
Plant breeding
Crop management
multi-trait multi-environments models
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TV Agriculture and farming::TVB Agricultural science
thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues
thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PST Botany and plant sciences
thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSV Zoology and animal sciences
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics
Acesso em linha:https://directory.doabooks.org/handle/20.500.12854/78249
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