Causal Inference, Machine Learning, Azure, Microsoft, Data Science.
minimize the mean square error (MSE) of the individual treatment effect (ITE) of i also minimize the MSE for the CATE at xᵢ and so therefore the ITE is viewed equivalent to the CATE. Please note that ATE and ATT are estimated at population level, but CATE and ITE are estimated at the subgroup or