Binary Response: Link FunctionsExplores binary response interpretation, link functions, logistic regression, and model selection using deviances and information criteria.
Discrete Choice AnalysisIntroduces Discrete Choice Analysis, covering scale, depth, data collection, and statistical inference.
Mixtures: introductionIntroduces mixtures, covers discrete and continuous mixtures, explores examples, and discusses combining probit and logit models.
Linear Models: ContinuedExplores linear models, logistic regression, gradient descent, and multi-class logistic regression with practical applications and examples.