Nonparametric Estimation Under Shape Constraints (Hardcover)
 
作者: Piet Groeneboom & Geurt Jongbloed 
分類: Economics ,
Economic statistics ,
Probability & statistics ,
Meteorology & climatology  
書城編號: 1063294


售價: $1008.00

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出版社: Cambridge University Press
出版日期: 2014/12/11
尺寸: 253x177x27mm
重量: 940 grams
ISBN: 9780521864015

商品簡介
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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