Applied compositional data analysis: with worked examples in r
Auteur :
Filzmoser, Peter / Hron, Karel / Templ, Matthias
Éditeur :
Springer International Publishing AG
ISBN :
9783319964201
Date de publication :
13 nov. 2018
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Suisse
This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical methods adapted for compositional data analysis, such as supervised and unsupervised methods like PCA, correlation analysis, classification and regression.