Data Science, Causal Inference, Linear Regression, Getting Started, Ab Testing.
treatment) for the same object is impossible. Since we won’t be able to estimate the impact on each object individually, we need a model. Let’s assume the constant treatment effect. Then, we can write down the relation between outcome (time spent on request) and treatment in the following way,