Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
setup illustrated with an example. The instrument Z influences the treatment X but not the outcome Y directly, and the outcome and instrument do not share common causes. Crucially, these three assumptions are not sufficient to obtain a point-estimate for the ATE. Getting a point estimate requires