Introduction
Linear versus logistic regression
Univariate versus multivariate logistic regression
Data
Binary logistic regression in R
Univariate binary logistic regression
Quantitative independent variable
Qualitative independent variable
Multivariate binary logistic regression
Interaction
Model selection
Quality of a model
Validity of the predictions
Accuracy
Sensitivity and specificity
AUC and ROC curve
Reporting …