Nonparametric estimation under shape constraints: estimators, algorithms and asymptotics
Auteur :
Groeneboom, Piet / Jongbloed, Geurt
Éditeur :
Cambridge University Press
ISBN :
9780521864015
Date de publication :
11 déc. 2014
Dimensions :
26,1 x 18,4 x 2,7 cm
Poids :
940 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This book treats the latest developments in the theory of order-restricted inference, with special attention to nonparametric methods and algorithmic aspects. Each chapter ends with a set of exercises of varying difficulty. The theory is illustrated with the analysis of real-life data, which are mostly medical in nature.