Multivariate statistics: classical foundations and modernmachine learning
Auteur :
Ishwaran, Hemant
Éditeur :
Taylor & Francis Ltd
ISBN :
9781032758794
Date de publication :
30 mars 2025
Dimensions :
25,4 x 17,8 cm
Poids :
1060 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This book explores multivariate statistics from traditional and modern perspectives. It covers core topics like multivariate normality, MANOVA, and canonical correlation analysis, as well as modern concepts such as gradient boosting, random forests, variable importance, and causal inference.