Data Science, Causal Inference, Linear Regression, Getting Started, Ab Testing.
variable of interest. In our example, it’s the customer’s value. The fundamental problem of causal inference is that we can’t observe both outcomes for the same customers. So, if a customer received the discount, we will never know what value or retention he would have had without a coupon. It