Machine Learning, Causal Inference, Programming, Data Science.
Meta-algorithms are used to calculate CATE. The most common meta-algorithms take two steps: It uses base-learners to estimate the conditional expectations of the outcomes separately for control and treatment groups. It takes the difference between these estimates. To be more specific, here are the