Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
above zero, providing evidence for a positive treatment effect. Figure 2. ATE bounds under assumptions 1c, 2a, and 3c compared to the Balke-Pearl bounds. All bounds were calculated on a dataset generated conditional on the assumptions. In general, these constraints as well as others from table 3