Causal Inference Methods & Decision Templates

Causal Design Quick Reference

A concise, practical reference for choosing and assessing common causal designs when randomized experiments aren’t feasible. Explains each design, key assumptions, typical threats, minimum data needs, quick suitability questions, robustness checks, and a short decision path for when to escalate to a more formal research design.