Parameterising the effect of a continuous treatment using average derivative effects

Oliver J. Hines, Karla Diaz-Ordaz, Stijn Vansteelandt

The average treatment effect (ATE) is commonly used to quantify the main effect of a binary treatment on an outcome. Extensions to continuous treatments are usually based on the do…