Causal Inference, Machine Learning, Azure, Microsoft, Data Science.
effect can be measured at the population, treated group, subgroup, and individual levels. In this article, we define the treatment effect under binary treatment, but it can be easily extended to multiple treatment cases. The definition for each type follows (see A Survey on Causal inference for