000			02336pam a2200277 a 4500
003			NhCcYBP
005			20240906143522.0
008			101202s2011 enka b 001 0 eng
020			_a9780521198158 (hardback)
020			_a0521198151 (hardback)
041			_aEnglish
042			_apcc
082			_a519.24 _bHIL
090			_aQA161 _bBin.Hi 2011
100	1		_aHilbe, Joseph.
245	1	0	_aNegative binomial regression / _cJoseph M. Hilbe.
250			_a2nd ed.
260			_aCambridge, UK ; _aNew York : _bCambridge University Press, _c2011.
300			_axviii, 553 p. : _bill. ; _c24 cm.
504			_aIncludes bibliographical references and index.
505			_tThe 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
520			_a"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"--
650		0	_aNegative binomial distribution.
650		0	_aPoisson algebras.
942			_2ddc _cBOOKS
999			_c43472 _d43472