Causal Inference — A Guide to Causality

• February-07-2020
• Causality

This is a series of 5 posts starting from basics to intermediate concepts in causality:

1. Getting started with causality

2. Potential outcomes, Counterfactuals, and their Links

3. DAGs and Causality

4. ATE, Matching, and Propensity Scores

5. Inverse Probability of Treatment Weightage, Estimators, Instrumental Variable Methods