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conditional outcome, as seen in the image below. The estimator Q_hat relies on the treatment, t, the model representation b(W), and the covariates, C. Adapted from Pryzant et al. (2021). In this equation, the estimator Q is shown to be equivalent to the expected conditional outcome for Y, when