Multivariate statistical machine learning methods for genomic prediction

Auteur :
Montesinos López, Osval Antonio / Montesinos López, Abelardo / Crossa, José
Éditeur :
Springer Nature Switzerland AG
ISBN :
9783030890124
Date de publication :
14 janv. 2022
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Suisse
It provides an accessible way to understand the theory behind each statistical learning tool, the required pre-processing, the basics of model building, how to train statistical learning methods, the basic R scripts needed to implement each statistical learning tool, and the output of each tool.