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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Bibliographic Details
Main Author: Montesinos López, Osval Antonio (auth)
Other Authors: Montesinos López, Abelardo (auth), Crossa, José (auth)
Format: Book Chapter
Published: Cham Springer Nature 2022
Subjects:
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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