Exponential Family Nonlinear Models (Lecture Notes in Statistics): 130 - Brossura

Wei, Bo-Cheng

 
9789813083295: Exponential Family Nonlinear Models (Lecture Notes in Statistics): 130
Brossura
ISBN 10: 9813083298 ISBN 13: 9789813083295
Casa editrice: Springer, 1998

Sinossi

This book gives a comprehensive introduction to exponential family nonlinear models, which are the natural extension of generalized linear models and normal nonlinear regression models. The differential geometric framework is presented for these models and the geometric methods are widely used in this book. The author also pays more attention to regression diagnostics and influence analysis. The book is ideally suited for researchers who work in statistical inference and for graduate students with a basic knowledge of statistics.

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

Contenuti

Exponential Family.- Exponential Family Nonlinear Models.- Geometric Framework.- Some Second Order Asymptotics.- Confidence Regions.- Diagnostics and Influence Analysis.- Extension.- Appendices.- Bibliography.- Author Index.- Subject Index.

Product Description

Book by Wei BoCheng

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

Editore
Springer
Data di pubblicazione
1998
Lingua
Inglese
ISBN 10 
9813083298
ISBN 13 
9789813083295
Rilegatura
Copertina flessibile
Numero di pagine
244
Contatto del produttore
Springer-Verlag GmbH
customerservice@springernature.com

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