Nonparametric Estimation under Shape Constraints

Estimators, Algorithms and Asymptotics

Description

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.
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Writer
Groeneboom, Piet (Technische Universiteit Delft, Jongbloed, Geurt (Technische Universiteit Delft
Title
Nonparametric Estimation under Shape Constraints
Publisher
Cambridge University Press
Year
2014
Language
English
Pages
428
Weight
930 gr
EAN
9780521864015
Dimensions
264 x 175 x 30 mm
Binding format
Hardback

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