Generalized linear models and extensions

Generalized linear models and extensions / James W. Hardin, Joseph M. Hilbe.

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Bibliographic Details
Main Author:	Hardin, James W. (James William)
Other Authors:	Hilbe, Joseph M., 1944-
Format:	Book
Language:	English
Published:	College Station, Tex. : Stata Press, 2012.
Edition:	3rd ed.
Subjects:	Linear models (Statistics)

Table of Contents:

1. Introduction
2. GLMs
3. GLM estimation algorithms
4. Analysis of fit
5. Data synthesis
6. The Gaussian family
7. The gamma family
8. The inverse Gaussian family
9. The power family and link
10. The binomial-logit family
11. The general binomial family
12. The problem of overdispersion
13. The Poisson family
14. The negative binomial family
15. Other count data models
16. The ordered-response family
17. Unordered-response family
18. Extending the likelihood
19. Clustered data
20. Programs for Stata.