You are reviewing customer behavior before and after a recent marketing campaign. The team wants to know whether observed changes reflect a real campaign effect or normal variation.
How would you investigate whether a recent campaign changed customer behavior?
Framing a causal question from observational pre and post dataChoosing a hypothesis test for behavioral changeQuantifying uncertainty with confidence intervalsRecognizing trend and seasonality risks in campaign analysis