Causal Inference, Causality, Machine Learning, Validation, Application.
CausalML documentation.) Irrelevant additional confounder: Adding a random common cause variable. In the irrelevant additional confounder technique, a white noise variable is added as one of the confounders. This allows us to monitor the observed changes of the treatment effect after refutation