causal-planner - Plan a causal inference analysis
Conducts a structured interview to identify a causal problem, recommend an inference method, and produce a step-by-step saved analysis plan.
Tags
Updated: 2026-10-05Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Conduct a structured interview
- Identify causal problems
- Recommend inference methods
- Check identifying assumptions
- Plan robustness tests
- Save an analysis plan
Inputs
- Business objective
- Treatment definition
- Target population
- Outcome metric
- Study design
- Data structure
- Prior exposure information
- Concurrent event information
Outputs
- Method recommendation
- Identifying logic explanation
- Causal analysis plan
- Robustness test plan
- Saved analysis plan
Requirements
- R >= 4.0 or Python >= 3.9
- Package dependencies from templates
- Causal Planner reference files