Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
of treatment values: treatment_effect_1 = treated_1 - untreated_1 treatment_effect_2 = treated_2 - untreated_2 treatment_effect_3 = treated_3 - untreated_3 When we compare this to the actual treatment effect which we saved from our data-generator, we can see the S-Learner is very effective at