Causality, Causal Inference, Machine Learning, Experiment, Data Science.
impact. Therefore, the key challenge before us is identifying and measuring valid counterfactual estimates. Problems with Non-Counterfactual Methods Reflexive Comparison, also known as a before-after comparison — This simple method requires testing the same set of populations before and after an