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confounding variable. Confounder Wᵢ has an effect on both the treatment (T) and the outcome (Y). Source: Veitch et al., 2020. Next, positivity is the assumption that the probability of receiving treatment is bounded between 0 and 1. Under conditional ignorability, positivity assumes that for all