Causal Inference, Machine Learning, Editors Pick, Bcn Causal Algo, Thoughts And Theory.
follows: We randomly partition our data into two subsets. We fit our Machine Learning models for D and Y on the first subset. We estimate θ₀,₁ in the second subset using the models obtained in step 2. We fit our Machine Learning models in the second subset. We estimate θ₀,₂ in the first subset,