Nonparametric identification is not enough, but randomized controlled trials are

P. M. Aronow, James M. Robins, Theo Saarinen +2

We argue that randomized controlled trials (RCTs) are special even among settings where average treatment effects are identified by a nonparametric unconfoundedness assumption. Thi…