{"product_id":"negative-binomial-regression-hardback-9780521198158","title":"Negative Binomial Regression (Hardback) 9780521198158","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eNegative Binomial Regression\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eA substantial enhancement of the only text devoted entirely to the negative binomial model and its many variations.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eJoseph M. Hilbe (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780521198158, Cambridge University Press\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 17 March 2011\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e572 pages, 36 b\/w illus.  170 tables\u003cbr\u003e23.1 x 15.5 x 3.6 cm, 1.13 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cem\u003e\u003cfont size=\"3\"\u003e'… a valuable hands-on introduction to negative binomial regression and the analysis of count data in general. I am also pleased to see an advocation of the utility of the negative binomial distribution in applied work.' Psychometrika\u003c\/font\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eThis 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 codes are provided throughout the text, with additional code (plus SAS), derivations and data provided on the book's website. Written for the practising 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.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePreface\u003cbr\u003e 1. Introduction\u003cbr\u003e 2. The concept of risk\u003cbr\u003e 3. Overview of count response models\u003cbr\u003e 4. Methods of estimation and assessment\u003cbr\u003e 5. Assessment of count models\u003cbr\u003e 6. Poisson regression\u003cbr\u003e 7. Overdispersion\u003cbr\u003e 8. Negative binomial regression\u003cbr\u003e 9. Negative binomial regression: modeling\u003cbr\u003e 10. Alternative variance parameterizations\u003cbr\u003e 11. Problems with zero counts\u003cbr\u003e 12. Censored and truncated count models\u003cbr\u003e 13. Handling endogeneity and latent class models\u003cbr\u003e 14. Count panel models\u003cbr\u003e 15. Bayesian negative binomial models\u003cbr\u003e Appendix A. Constructing and interpreting interactions\u003cbr\u003e Appendix B. Data sets and Stata files\u003cbr\u003e References\u003cbr\u003e Index.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Probability \u0026amp; statistics [\u003ca title=\"See our other books on Probability \u0026amp; statistics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Probability%20\u0026amp;%20statistics%20%5BPBT%5D%22\"\u003ePBT\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Cambridge University Press","offers":[{"title":"Default Title","offer_id":46006933061912,"sku":"9780521198158","price":72.29,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780521198158i.jpg?v=1694495633","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/negative-binomial-regression-hardback-9780521198158","provider":"Freshly Printed Books","version":"1.0","type":"link"}