Data Science, Causal Inference, Statistics, Towards Data Science, Targeted Learning.
the estimator that can be ignored. But this is not robust enough —we need to ‘target’ at the treatment variable and minimize variable bias in a more robust way. Step 2. Estimate the exposure mechanism using propensity score P(A=1|X). We calculate the conditional probability of being exposed given