Simpson's paradox

A statistical phenomenon in which a trend that appears consistently within several sub-groups reverses or disappears when those groups are combined. It arises from a confounding variable that is unevenly distributed across groups. Formalized by E. H. Simpson in 1951, it underscores the necessity of controlling for lurking variables in causal reasoning.