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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Bibliografiske detaljer

Principais autores:	Montesinos López, Osval Antonio, Montesinos López, Abelardo, Crossa, José
Format:	Livro
Sprog:	Inglês
Udgivet:	Springer Nature 2022
Fag:	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 open access Statistical learning Bayesian regression Deep learning Non linear regression Plant breeding Crop management multi-trait multi-environments models
Online adgang:	https://directory.doabooks.org/handle/20.500.12854/78249
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