Applications of empirical process theory /

"Many illustrative examples are given, including the Grenander estimator, estimation of functions of bounded variation, smoothing splines, partially linear models, mixture models and image analysis." "For Graduate students and professionals in statistics, as well as those with an inte...

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Bibliographic Details
Main Author:	Geer, S. A. van de (Sara A.)
Format:	Book
Language:	English
Published:	Cambridge ; New York : Cambridge University Press, 2000.
Series:	Cambridge series on statistical and probabilistic mathematics.
Subjects:	Nonparametric statistics. Estimation theory. Limit theorems (Probability theory) Limiettheorema's. Non-parametrische statistiek. Schattingstheorie. Empirischer Prozess. Nichtparametrische Statistik. Schätztheorie.
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Summary:	"Many illustrative examples are given, including the Grenander estimator, estimation of functions of bounded variation, smoothing splines, partially linear models, mixture models and image analysis." "For Graduate students and professionals in statistics, as well as those with an interest in applications to such areas as econometrics, medical statistics, etc."--Jacket.
Physical Description:	xii, 286 pages ; 27 cm.
Bibliography:	Includes bibliographical references and indexes.
ISBN:	9780521650021 (hbk.) 052165002X (hbk.) 9780521123259 (pbk.) 0521123259 (pbk.)