Difference-in-Differences Estimators When No Unit Remains Untreated

Clément de Chaisemartin, Diego Ciccia, Xavier D'Haultfœuille +1

We study difference-in-differences designs in which all units are initially untreated and later receive heterogeneous, strictly positive treatment doses. When quasi-untreated units…