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Information Bounds and Nonparametric Maximum Likelihood Estimation

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ISBN-10: 3764327944

ISBN-13: 9783764327941

Edition: 1992

Authors: P. Groeneboom, J.A. Wellner

List price: $99.00
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Description:

The book gives an account of recent developments in the theory of nonparametric and semiparametric estimation. The first part deals with information lower bounds and differentiable functionals. The second part focuses on nonparametric maximum likelihood estimators for interval censoring and deconvolution. The distribution theory of these estimators is developed and new algorithms for computing them are introduced. The models apply frequently in biostatistics and epidemiology and although they have been used as a data-analytic tool for a long time, their properties have been largely unknown. Contents: Part I. Information Bounds: 1. Models, scores, and tangent spaces · 2. Convolution and…    
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Book details

List price: $99.00
Copyright year: 1992
Publisher: Springer Basel AG
Publication date: 7/31/1992
Binding: Paperback
Pages: 128
Weight: 0.616
Language: English