Data Science, Instrumental Variables, A B Testing, Causal Inference.
X1 to X2 movement. If Z has a way of influencing Y other than via X, then we will be incorrectly attributing all of the movement in Y to X. As you can tell, the second condition is where IV estimations fail most often because it is quite a strong claim to make in a complex system. So, what exactly