13. Logistic regression

13.1 Logistic regression with a single predictor

13.2 Interpreting logistic regression coefficients and the divide-by-4 rule

13.3 Predictions and comparisons

13.4 Latent-data formulation

13.5 Maximum likelihood and Bayesian inference for logistic regression

13.6 Cross validation and log score for logistic regression

13.7 Building a logistic regression model: wells in Bangladesh

13.8 Bibliographic note

13.9 Exercises