Data Science, Causal Inference, Linear Regression, Getting Started, Ab Testing.
loyal customers into two groups and send discount coupons only to half of them. Then, we can estimate the discount’s effect as the average difference between these two groups since we’ve eliminated bias (without treatment, there’s no difference between these groups except for discount). We’ve