Data analysis — Interpretation challenges

• Basic graph terminology
• Using graphs for modelling
• Graphs & Causality
• Observing, intervening, and counterfactuals
• Selection problems: Introduction
• Selection models
• One-sided selection
• Two-sided selection
• Proxy failure