Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
cannot be identified due to the unknown compliance type of any given subject. Only if all subjects were compliers, the encouragement design IV setup would be identical to a randomized controlled experiment and the ATE could be identified. But if that is not the case, the observed data can still