17.1 How does it work?

Whatever changed from before the event to after is the effect of that treatment.

Many superstitions are poorly done event studies

• only use within variation
• only consider treatments that switch from off to on
• instead of panel data: time series data

Event study DAG

• back door: Treatment <- AfterEvent <- Time -> Outcome
• control for some elements of Time