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Exponential Family Nonlinear Models

Exponential Family Nonlinear Models

Paperback

Series: Lecture Notes in Statistics, Book 130

AlgebraProbability & Statistics

ISBN10: 9813083298
ISBN13: 9789813083295
Publisher: Springer Nature
Published: Sep 1 1998
Pages: 230
Weight: 0.76
Height: 0.51 Width: 6.14 Depth: 9.21
Language: English
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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Probability & Statistics