Model-based clustering and classification for data science: with applications in r
Auteur :
Bouveyron, Charles / Celeux, Gilles / Murphy, T. Brendan / Raftery, Adrian E.
Éditeur :
Cambridge University Press
ISBN :
9781108494205
Date de publication :
25 juil. 2019
Dimensions :
26,0 x 18,5 x 2,5 cm
Poids :
1100 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This accessible but rigorous introduction is written for advanced undergraduates and beginning graduate students in data science, as well as researchers and practitioners. It shows how a statistical framework yields sound estimation, testing and prediction methods, using extensive data examples and providing R code for many methods.