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Negative Binomial Regression by Hilbe, Joseph M.

Negative Binomial Regression by Hilbe, Joseph M.

Negative Binomial Regression by Hilbe, Joseph M.

Negative Binomial Regression by Hilbe, Joseph M.

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  • Hardcover
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ISBN 10
0521857724
ISBN 13
9780521857727
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About This Item

ISBN: 9780521857727

CAMBRIDGE UNIVERSITY PRESS, 27 August 2007

Hardback, 264 pages

At last - a book devoted to the negative binomial model and its many variations. Every model currently offered in commercial statistical software packages is discussed in detail - how each is derived, how each resolves a distributional problem, and numerous examples of their application. Many have never before been thoroughly examined in a text on count response models: the canonical negative binomial; the NB-P model, where the negative binomial exponent is itself parameterized; and negative binomial mixed models. As the models address violations of the distributional assumptions of the basic Poisson model, identifying and handling overdispersion is a unifying theme. For practising researchers and statisticians who need to update their knowledge of Poisson and negative binomial models, the book provides a comprehensive overview of estimating methods and algorithms used to model counts, as well as specific guidelines on modeling strategy and how each model can be analyzed to access goodness-of-fit.

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Bookseller
Pentz Booksellers ZA (ZA)
Bookseller's Inventory #
9780521857727
Title
Negative Binomial Regression by Hilbe, Joseph M.
Book Condition
Used
Binding
Hardcover
ISBN 10
0521857724
ISBN 13
9780521857727
Publisher
Cambridge University Press
This edition first published
2007

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