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Multivariate Statistical Machine Learning Methods for Genomic Prediction

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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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1. Verfasser: Montesinos López, Osval Antonio (auth)
Weitere Verfasser: Montesinos López, Abelardo (auth), Crossa, José (auth)
Format: Elektronisch Buchkapitel
Sprache:Englisch
Veröffentlicht: Cham Springer Nature 2022
Schlagworte:
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
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