Data Science, Causal Inference, Linear Regression, Getting Started, Ab Testing.
units (customers in our case) or only for treated ones. That’s an actual causal effect, and unfortunately, we won’t be able to calculate it. But cheer up; we can still get some estimations. We can observe the difference between values for treated and not treated customers (correlation effect).