Data Science, Statistics, Analytics, Experiment, Causality.
our conditional mean model is unbiased, then the part on the left has expectation 0, while the part on the right is an unbiased estimator of the potential outcome. Hence, this DR1 estimator is unbiased. Most machine learning algorithms are biased due to regularization, so it’s likely that both the