Könyv Nonparametric Estimation under Shape Constraints Piet Groeneboom

Nonparametric Estimation under Shape Constraints

Estimators, Algorithms and Asymptotics

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 14-21 napon belül
40 108 Ft
This book treats the latest developments in the theory of order-restricted inference, with special a...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2014
oldal
428
EAN
9780521864015
ISBN
0521864011
Enbook ID
04619122
Súly
942
Méretek
177 x 261 x 25

Teljes leírás

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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