Data Science, Analytics, Causal Inference, Towards Data Science.
routinely apply on a Monday morning to test if a suggestive comparison is real? Yes. When a comparison misleads you, confounding is often the reason (we will see examples of this shortly). Confounding occurs when subjects self-select into groups or get assigned to groups based on non-random factors