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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Hauptverfasser:	Montesinos López, Osval Antonio, Montesinos López, Abelardo, Crossa, José
Format:	Buch
Sprache:	eng
Schlagworte:	Agricultural science Agriculture and farming Bayesian regression Biology, life sciences Botany and plant sciences Crop management Deep learning Life sciences: general issues Mathematics Mathematics and Science multi-trait multi-environments models Non linear regression open access Plant breeding Probability and statistics Statistical learning Technology, Engineering, Agriculture, Industrial processes Zoology and animal sciences
Online-Zugang:	Volltext
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