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Negative Binomial Regression
monograph
Author(s):
Joseph M. Hilbe
Publication date
(Online):
2009
Publisher:
Cambridge University Press
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Book
ISBN:
9780511973420
Publication date (Print):
2011
Publication date (Online):
2009
DOI:
10.1017/CBO9780511973420
SO-VID:
02b51aaf-0be8-4f69-a5e7-0cd635bc7f89
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Book chapters
pp. xi
Preface to the second edition
pp. 1
Introduction
pp. 15
The concept of risk
pp. 30
Overview of count response models
pp. 43
Methods of estimation
pp. 61
Assessment of count models
pp. 77
Poisson regression
pp. 141
Overdispersion
pp. 185
Negative binomial regression
pp. 221
Negative binomial regression: modeling
pp. 284
Alternative variance parameterizations
pp. 346
Problems with zero counts
pp. 387
Censored and truncated count models
pp. 407
Handling endogeneity and latent class models
pp. 447
Count panel models
pp. 502
Bayesian negative binomial models
pp. 520
Constructing and interpreting interaction terms
pp. 530
Data sets, commands, functions
pp. 532
References and further reading
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