Causal Inference, Machine Learning, Azure, Microsoft, Data Science.
some confounding variables. Next, we make two more assumptions, that the instrument does have a causal effect on the treatment variable and that the instrument is randomly assigned to units (or effectively so). From these two assumptions, the causal effect of the instrument on the treatment is