Data Science, Statistics, Analytics, Experiment, Causality.
lot of people randomized into A choose to go into B, and vice versa. If this noncompliance gets bad enough, you can’t estimate anything. Thus, if you are using two-stage least squares, then X should be a strong predictor of Y. Otherwise, be extremely wary of IV estimates; consider other methods