Negative binomial regression - Hilbe, Joseph (Cambridge, UK ; New York : Cambridge University Press, 2011)
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
Includes bibliographical references and index
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Keywords: Negative binomial distribution; Poisson algebras