Causal Inference, Machine Learning, Azure, Microsoft, Data Science.
the instrument and treatment aren’t correlated very much), estimates of the treatment effect have unbelievably high variance. In that situation, IV is not suggested. Figure 1: Causal graph with instrumental variable Causal inference assumptions Before going into the details of various methods for