Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
homogeneity, see Hernán & Robins, 2020, pp 198.). More precisely: X stands for the treatment, Z the assigned instrument and Y the potential outcome. Both of these assumptions are hard to justify, since they assume knowledge about the treatment effects on those that did not take the treatment, i.e.,