Data Science, Analytics, Causal Inference, Towards Data Science.
controlling approach wasn’t good enough e.g., in the example above, we stratified visitors into just two buckets but maybe these buckets were so big that confounding continued within each bucket (called residual confounding in the literature). On the other hand, if you create too many buckets, some