Data Science, Causal Inference, Statistics, Towards Data Science, Targeted Learning.
maximum-likelihood-based substitution estimator, it relies on the estimation of the conditional expectation of the outcome given the exposure and covariance. This estimator is used to generate the potential outcome Y₁ and Y₀, corresponding to A=1 and A=0. As to how do we get the estimator, Mark in