Exponential Family Nonlinear Models 1998 Edition Contributor(s): Wei, Bo-Cheng (Author) |
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ISBN: 9813083298 ISBN-13: 9789813083295 Publisher: Springer OUR PRICE: $52.24 Product Type: Paperback Published: September 1998 |
Additional Information |
BISAC Categories: - Mathematics | Probability & Statistics - General - Mathematics | Algebra - Linear |
Dewey: 519.52 |
LCCN: 97024695 |
Series: Lecture Notes in Statistics |
Physical Information: 0.51" H x 6.14" W x 9.21" (0.76 lbs) 230 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |