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Nonparametric Estimation under Shape Constraints - Estimators, Algorithms and Asymptotics (Hardcover, New title) Loot Price: R2,265
Discovery Miles 22 650
Nonparametric Estimation under Shape Constraints - Estimators, Algorithms and Asymptotics (Hardcover, New title): Piet...

Nonparametric Estimation under Shape Constraints - Estimators, Algorithms and Asymptotics (Hardcover, New title)

Piet Groeneboom, Geurt Jongbloed

Series: Cambridge Series in Statistical and Probabilistic Mathematics

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Loot Price R2,265 Discovery Miles 22 650 | Repayment Terms: R212 pm x 12*

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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.

General

Imprint: Cambridge UniversityPress
Country of origin: United Kingdom
Series: Cambridge Series in Statistical and Probabilistic Mathematics
Release date: December 2014
Authors: Piet Groeneboom • Geurt Jongbloed
Dimensions: 261 x 184 x 27mm (L x W x T)
Format: Hardcover
Pages: 428
Edition: New title
ISBN-13: 978-0-521-86401-5
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Business & Economics > Economics > Econometrics > Economic statistics
Books > Earth & environment > Earth sciences > Meteorology > General
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LSN: 0-521-86401-1
Barcode: 9780521864015

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