Exponential Family Nonlinear Models (Paperback) (ISBN-13: 9789813083295)

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.

Author: Bo-Cheng Wei
ISBN-10: 9813083298
ISBN-13: 9789813083295
Publisher: Springer
Language: English
Published: 09/01/1998
Pages: 230
Format: Paperback
Weight: 0.76lbs
Size: 9.21h x 6.14w x 0.51d