empirical-causal-analysis - Test Causal Claims and Policy Effects
Tests causal claims, evaluates policies and market events, constructs counterfactuals, analyzes strategic equilibria, and performs robustness checks.
Tags
Updated: 2026-10-07Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Test causal claims
- Select identification strategies
- Estimate treatment effects
- Construct counterfactuals
- Evaluate policy impacts
- Solve strategic equilibria
- Run robustness checks
- Quantify uncertainty
- Stress-test market risk
Inputs
- Causal question
- Treatment and outcome variables
- Pre/post and panel data
- Treatment and comparison groups
- Policy or event information
- Reference methodology files
Outputs
- Causal assessment
- Treatment effect estimates
- Confidence intervals and p-values
- Counterfactual comparisons
- Robustness test results
- Equilibrium predictions
- Risk metrics and stress tests
- HTML analysis report