Causal Inference Methods & Decision Templates

Causal Inference Practical Checklist

A practical, decision-focused checklist to validate causal claims: refine the causal question, choose an appropriate design, state identification assumptions, pre-specify measurement and analysis, run balance and robustness checks, evaluate threats to validity, and prepare transparent communication and decision guidance.