Simpson’s bias is a statistical paradox first described by Edward H. Simpson in a 1951 paper titled “The Interpretation of Interaction in Contingency Tables.” It demonstrates how aggregated data can mask underlying behaviors within sub-groups. This phenomenon occurs when a relation...