Quasi-Likelihood And Its Application: A General Approach to Optimal Parameter Estimation - Rilegato

Heyde, Christopher C.

 
9780387982250: Quasi-Likelihood And Its Application: A General Approach to Optimal Parameter Estimation
Rilegato
ISBN 10: 0387982256 ISBN 13: 9780387982250
Casa editrice: Springer-Verlag GmbH, 1997

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Contenuti

The General Framework.- An Alternative Approach: E-Sufficiency.- Asymptotic Confidence Zones of Minimum Size.- Asymptotic Quasi-Likelihood.- Combining Estimating Functions.- Projected Quasi-Likelihood.- Bypassing the Likelihood.- Hypothesis Testing.- Infinite Dimensional Problems.- Miscellaneous Applications.- Consistency and Asymptotic Normality for Estimating Functions.- Complements and Strategies for Application.

Product Description

Book by Heyde Christopher C

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer-Verlag GmbH
Data di pubblicazione
1997
Lingua
Inglese
ISBN 10 
0387982256
ISBN 13 
9780387982250
Rilegatura
Copertina rigida
Numero di pagine
252
Contatto del produttore
non disponibile
Persona responsabile
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3,69115 Heidelberg, Germany
Heidelberg
69115
Germania

Altre edizioni note dello stesso titolo

9781475771046: Quasi-Likelihood And Its Application: A General Approach to Optimal Parameter Estimation

Edizione in evidenza

ISBN 10:  1475771045 ISBN 13:  9781475771046
Casa editrice: Springer, 2013
Brossura