Data Science, Causal Inference, Linear Regression, Getting Started, Ab Testing.
of money in our product, they would likely have higher value than control group even without a treatment. So, there’s a bias, and we can’t say that the difference in value between two segments equals ATT. Let’s think about how to overcome this obstacle. We can do an A/B test: randomly split our