Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
and unknown (grey cells in table 1). The fact that only one of the two potential outcomes is observable, is known as the fundamental problem of causal inference (Rubin, 1974; Holland, 1986). Thus, individual treatment effects cannot be observed and in the Instrumental Variable approach the ATE