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Exponential Family : Lecture Notes in Statistics - Bo-Cheng Wei

Exponential Family

Lecture Notes in Statistics

Paperback Published: December 2008
ISBN: 9789813083295
Number Of Pages: 230

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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.

Exponential Familyp. 1
Exponential Family Nonlinear Modelsp. 13
Geometric Frameworkp. 29
Some Second Order Asymptoticsp. 55
Confidence Regionsp. 83
Diagnostics and Influence Analysisp. 101
Extensionp. 165
Matrix and Arrayp. 185
Some Asymptotic Resultsp. 195
Bibliographyp. 211
Author Indexp. 223
Subject Indexp. 227
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9789813083295
ISBN-10: 9813083298
Series: Lecture Notes in Statistics
Audience: General
Format: Paperback
Language: English
Number Of Pages: 230
Published: December 2008
Publisher: Springer Verlag, Singapore
Country of Publication: SG
Dimensions (cm): 23.39 x 15.6  x 1.3
Weight (kg): 0.35