Negative binomial regression
2nd ed.
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Author
Publication
2011 - Cambridge University Press, Cambridge, UK, England
Language
English
Word Count
138,250 words, Guess
Page Count
553 pages
Identifiers
- Internet Archivenegativebinomial00hilb
- Internet Archivenegativebinomial00jmhi
- ISBN-100521198151
- ISBN-139780521198158
- Library of Congress Control Number2010051121
and 3 more
- OCLC Control Number694679188
- Better World Books9780521198158
- Open LibraryOL24893461M
Classifications
- DDC519.2/4
- LCCQA161.B5 H55 2011
Description
"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 code are provided throughout the text, with additional code (plus SAS), derivations, and data provided on the book's website. Written for the practicing 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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