The Do-Calculus

This Series

1. A Causal Perspective
2. Causal Models
3. Learning Causal Models
4. Causality and Machine Learning
5. Interventions and Multivariate SCMs
6. Reaching Rung 3: Counterfactual Reasoning
7. Faithfulness
8. The Do Calculus

Resources

This series of articles is largely based on the great work by Jonas Peters, among others:

• Elements of Causal Inference
• The Book of Why
• Jonas Peters Lecture Series