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portada exponential family nonlinear models
exponential family nonlinear modelsexponential family nonlinear models
Type
Physical Book
Publisher
Author
Language
English
Pages
230
ISBN
9813083298
ISBN13
9789813083295
Categories

exponential family nonlinear models

Wei (Author) · Springer · Physical Book

exponential family nonlinear models - wei

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Synopsis "exponential family nonlinear models"

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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