Causal Inference Methods & Decision Templates

Practical quasi‑experimental designs, checklists, and templates to assess causal claims and turn evidence into better decisions when experiments aren’t possible.

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Workbook

Experiment & Causal Study Design Workbook

An interactive, guided workbook to pre-specify, document, and save experiment and causal study designs: problem framing, hypothesis, outcomes, power and sample planning, assignment and randomization, stopping rules and ethics, analysis plan, rollout/monitoring, and results + decision template.

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Card

Causal Inference Design Card (quick reference)

A concise one‑page design card to help analysts pick defensible causal approaches when experiments aren't possible. For each method it lists the core identification assumption, typical data needs, common threats, minimal diagnostics to run, and a short documentation template. Includes a practical checklist to decide whether a randomized experiment is feasible.

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