Causal Inference, Causality, Machine Learning, Validation, Application.
check the sensitivity and robustness of an estimate against unverified assumptions. One way to do this is through refutation. In our use cases, we are refuting the estimates by adding noise to the common cause variable or replacing the treatment with a random variable. (For more, see the DoWhy and