What I do
- Infer causal relationships from data
- Build causal models
- Apply causal inference methods
- Estimate treatment effects
When to use me
When working on causal analysis or making causal claims from data.
Key Concepts
- Causal graphs
- Do-calculus
- Propensity scores
- Treatment effects
- Instrumental variables
- Mediation analysis
- Causal discovery