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Negative Binomial Regression

Name: Negative Binomial Regression
Brand: Cambridge University Press
SKU: 04345792
Price: 100.89 EUR
Availability: InStock
Author: Joseph M Hilbe
ISBN: 9780521198158

Joseph M Hilbe

Lingua

Inglese

Libro Rigido

Codice Libristo: 04345792

Casa editrice Cambridge University Press, marzo 2011

This second edition of Hilbe's Negative Binomial Regression is a substantial enhancement to the popu... Descrizione completa

Codice Libristo: 04345792

247 b

100.89 €

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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.