Causal Inference, Machine Learning, Azure, Microsoft, Data Science.
and the outcome, except one: There is a causal effect of the treatment on the outcome, which is what we are trying to get at. That is the essence of instrumental variable analysis. For example, in Figure 1, the instrument is independent of everything, except through treatment. In practice, the