Practitioner Guide#

Measuring the impact of a campaign, product launch, or pricing change? This track walks from business question to causal estimate without assuming an econometrics background.

Measuring Campaign Impact

An end-to-end walkthrough from marketing campaign to causal estimate to stakeholder-ready result.

Getting Started: Measuring Campaign Impact
Which Method Fits Your Problem?

Start from your business scenario — simultaneous launch, staggered rollout, on/off pulses, survey data — and find the right estimator.

Which Analysis Method Fits Your Problem?

Looking for worked examples? The Business Applications tutorials cover geo-experiments, brand campaigns, survey-weighted designs, and spillover-aware analyses end to end.