Data Science, Causal Inference, Linear Regression, Getting Started, Ab Testing.
the most basic causal terms is treatment. It sounds like something related to the medicine, but actually, it’s just an intervention. In our case, it’s a discount. We usually define treatment at the unit level (in our case, customer) in the following way. The other crucial term is outcome Y, our