Negative binomial regression /

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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 di...

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Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Hilbe, Joseph M., 1944- (Auteur)
Format: Électronique eBook
Langue:Inglés
Publié: Cambridge, UK ; New York : Cambridge University Press, 2011.
Édition:Second edition.
Sujets:
Negative binomial distribution.
Poisson algebras.
Mathematics.
Loi binomiale négative.
Algèbres de Poisson.
MATHEMATICS > Probability & Statistics > General.
Negative binomial distribution
Poisson algebras
Statistisk metod.
Distributionsteori.
Accès en ligne:Texto completo
Table des matières:
  • The concept of risk
  • Overview of count response models
  • Methods of estimation
  • Assessment of count models
  • Poisson regression
  • Overdispersion
  • Negative binomial regression
  • Negative binomial regression: modeling
  • Alternative variance parameterizations
  • Problems with zero counts
  • Censored and truncated count models
  • Handling endogeneity and latent class models
  • Count panel models
  • Bayesian negative binomial models
  • Appendix A. Constructing and interpreting interactions terms
  • Appendix B. Data sets, commands, functions.

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