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Negative Binomial Regression

Language EnglishEnglish
Book Hardback
Book Negative Binomial Regression Joseph M Hilbe
Libristo code: 04345792
Publishers Cambridge University Press, March 2011
This second edition of Hilbe's Negative Binomial Regression is a substantial enhancement to the popu... Full description
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This second edition of Hilbe's Negative Binomial Regression is a substantial enhancement to the popular first edition. The only text devoted entirely to the negative binomial model and its many variations, nearly every model discussed in the literature is addressed. The theoretical and distributional background of each model is discussed, together with examples of their construction, application, interpretation and evaluation. Complete Stata and R codes are provided throughout the text, with additional code (plus SAS), derivations and data provided on the book's website. Written for the practising researcher, the text begins with an examination of risk and rate ratios, and of the estimating algorithms used to model count data. The book then gives an in-depth analysis of Poisson regression and an evaluation of the meaning and nature of overdispersion, followed by a comprehensive analysis of the negative binomial distribution and of its parameterizations into various models for evaluating count data.

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About the book

Full name Negative Binomial Regression
Language English
Binding Book - Hardback
Date of issue 2011
Number of pages 572
EAN 9780521198158
ISBN 0521198151
Libristo code 04345792
Weight 976
Dimensions 160 x 238 x 32
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