15. Other generalized linear models

15.1 Definition and notation

15.2 Poisson and negative binomial regression

15.3 Logistic-binomial model

15.4 Probit regression: normally distributed latent data

15.5 Ordered and unordered categorical regression

15.6 Robust regression using the t model

15.7 Constructive choice models

15.8 Going beyond generalized linear models

15.9 Bibliographic note

15.10 Exercises