Nonparametric Estimation under Shap..., Piet Groeneboom

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Add World of Books to your favourites and receive email newsletters about special promotions! General Interest Nonparametric Estimation under Shape Constraints: Estimators, Algorithms and Asymptotics

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Category: Books ISBN: 0521864011 Title: Nonparametric Estimation under Shape Constraints: Estimators, Algorithms and Asymptotics The Fast Free Shipping Author: Piet Groeneboom Publisher: Cambridge University Press Year Published: 2014 Number of Pages: 428 Book Binding: Hardback Prizes: N/A Book Condition: VERYGOOD SKU: CIN0521864011VG Item description 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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