Binary Response: Link FunctionsExplores binary response interpretation, link functions, logistic regression, and model selection using deviances and information criteria.
Time Series Forecasting: ARMA ModelsCovers ARMA models for time series forecasting, discussing implications, properties of forecast error, challenges with predictions, and covariance models.
Red bus/Blue bus paradoxExplores the Red bus/Blue bus paradox, nested logit models, and multivariate extreme value models in transportation.
Mixtures: introductionIntroduces mixtures, covers discrete and continuous mixtures, explores examples, and discusses combining probit and logit models.