Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
frequencies qij (see table 2). Table 2. Based on the relationships between Z and X (4 compliance types in the rows) and X and Y (4 treatment-response types in the columns), subjects can be classified into 16 disjoint sets. For each subject, the observed data narrows down the possible compliance and