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Exponential Family Nonlinear Models by Bo-Cheng Wei

Exponential Family Nonlinear Models

by Bo-Cheng Wei
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Book cover type: Paperback
  • ISBN13: 9789813083295
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 230
  • Original Price: EUR 49.99
  • Language: English
  • Edition: 1998
  • Item Weight: 374 grams
  • BISAC Subject(s): Probability & Statistics / General and Algebra / Linear

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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