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Negative Binomial Regression. 2nd Revised edition.
・ISBN 978-0-521-19815-8 hard GB£ 89.00
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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-0-511-97342-0
| 著者・編者 | Hilbe, Joseph M., |
|---|---|
| 出版社 | (Cambridge University Press, UK) |
| 出版年月 | 2011 |
| ページ数 | 572 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-16027＞ |
解説
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 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.