Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
retailer might be concerned that short experiments might not generalize across seasons, for example. The ability to learn causally valid elasticity from observational data is therefore key; observational data in this example is simply the retailer’s history of prices and units sold over time. But