Quasi-Likelihood And Its Application

Language: English

Published by Springer, Springer Mär 2013, 2013

1475771045 / 9781475771046

Series: Book 37 of 160 - Springer Series in Statistics

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This item is printed on demand - Print on Demand Titel. Neuware -This book is concerned with the general theory of optimal estimation of - rameters in systems subject to random e ects and with the application of this theory. The focus is on choice of families of estimating functions, rather than the estimators derived therefrom, and on optimization within these families. Only assumptions about means and covariances are required for an initial d- cussion. Nevertheless, the theory that is developed mimics that of maximum likelihood, at least to the rst order of asymptotics. The term quasi-likelihood has often had a narrow interpretation, asso- ated with its application to generalized linear model type contexts, while that of optimal estimating functions has embraced a broader concept. There is, however, no essential distinction between the underlying ideas and the term quasi-likelihood has herein been adopted as the general label. This emphasizes its role in extension of likelihood based theory. The idea throughout involves nding quasi-scores from families of estimating functions. Then, the qua- likelihood estimator is derived from the quasi-score by equating to zero and solving, just as the maximum likelihood estimator is derived from the like- hood score.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 252 pp. Englisch.…

Seller Inventory # 9781475771046

Title
Quasi-Likelihood And Its Application
Author
Christopher C. Heyde
Publisher
Springer, Springer Mär 2013
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1475771045
ISBN 13
9781475771046
Item weight
388 grams
Dimensions
235x155x14 mm
Series
Book 37 of 160: Springer Series in Statistics

buchversandmimpf2000

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