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.
| ISBN: | 9789813083295 |
| Publication date: | 1st September 1998 |
| Author: | BoCheng Wei |
| Publisher: | Springer an imprint of Springer Nature Singapore |
| Format: | Paperback |
| Pagination: | 230 pages |
| Series: | Lecture Notes in Statistics |
| Genres: |
Algebra Probability and statistics |
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.
Exponential Family Nonlinear Models features in the following genres: Algebra, Probability and statistics
Paperback. Not Available.
Exponential Family Nonlinear Models was written by BoCheng Wei and published by Springer an imprint of Springer Nature Singapore
Exponential Family Nonlinear Models has 230 pages
Yes it is part of Lecture Notes in Statistics series