02273cam a22002534a 4500 101202s2011 enka b 001 0 eng 9780521198158 0521198151 SDU QA161 H641 N 2011 Hilbe, Joseph M., 193207 Negative binomial regression / Joseph M. Hilbe. 2nd ed. Cambridge, UK ; New York : Cambridge University Press, 2011. 553 p. : ill. 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. HKBU library YT2025 M08 "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"-- Negative binomial distribution. 193208 Poisson algebras. 192538 = C.1 SDU GBE lcc 103989 103989 0 0 lcc 0 QA0161 H641 N2011 0 CGB 278966 SDU SDU GEN3 2025-08-22 2 0 QA161 H641 N 2011 1000385040 2025-08-22 00:00:00 C.1 2025-08-22 GBE