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:

MARC

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504 |a Includes bibliographical references (pages 437-446) and indexes. 
505 0 |a 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. 
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