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

Wei, Bo-Cheng

Brossura

ISBN 10: 9813083298 ISBN 13: 9789813083295

Casa editrice: Springer, 1998

Riassunto

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.

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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

Dettagli dell?edizione

• 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 Nature Customer Service Center GmbH; ProductSafety@springernature.com