4.1 Statistical theory

4.1.1 Linear probability and logistic models

4.1.2 Maximum likelihood estimation

4.1.3 Marginal effects

4.1.4 Latent variable interpretation and probit regression

4.1.5 Classification and decision theory

4.1.6 Generalized linear model

4.1.7 Poisson regression

4.1.8 Gamma regression

4.1.9 Multinomial logistic regression

4.1.10 Censored and truncated data