Data Science, Causal Inference, Linear Regression, Getting Started, Ab Testing.
outcome). In our example, the average value from customers who received a discount will likely be much higher than for those who didn’t. Could we attribute all this effect to our treatment (discount coupon)? Unfortunately not. Since we sent discount to loyal customers who are already spending a lot