eBook - PDF

Nonparametric Estimation under Shape Constraints

Name: Nonparametric Estimation under Shape Constraints
ISBN: 9781316190456

Estimators, Algorithms and Asymptotics

Piet Groeneboom,

Geurt Jongbloed,

English
PDF
Available on iOS & Android

eBook - PDF

Nonparametric Estimation under Shape Constraints

Estimators, Algorithms and Asymptotics

Piet Groeneboom,

Geurt Jongbloed,

About this book

This book treats the latest developments in the theory of order-restricted inference, with special attention to nonparametric methods and algorithmic aspects. Among the topics treated are current status and interval censoring models, competing risk models, and deconvolution. Methods of order restricted inference are used in computing maximum likelihood estimators and developing distribution theory for inverse problems of this type. The authors have been active in developing these tools and present the state of the art and the open problems in the field. The earlier chapters provide an introduction to the subject, while the later chapters are written with graduate students and researchers in mathematical statistics in mind. 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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Yes, you can access Nonparametric Estimation under Shape Constraints by Piet Groeneboom,Geurt Jongbloed in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.