Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
background. This will also illustrate the more general point that estimating causal effects requires domain expertise on top of “just” data analytics. In section 2, I will explain that learning from historical data is difficult because of confounding. Section 3 will sketch a