Negative binomial regression [E-Book] / Joseph M. Hilbe.
Hilbe, Joseph M., (author)
Second edition.
Cambridge : Cambridge University Press, 2011
1 online resource (xviii, 553 pages)
englisch
9780511973420
9780521198158
Full Text
Table of Contents:
  • 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.