中图分类法:
O211.3 版次:
著者:
Hilbe, Joseph.
题名:
Negative binomial regression / / ,
版次:
2nd ed.
出版发行:
出版地: Cambridge, UK ; 出版社: Cambridge University Press, 出版日期: 2011.
载体形态:
xviii, 553 p. : ill. ; 24 cm.
内容提要:
"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, follo