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Simpson's Paradox: When Statistics Lie by Telling the Truth

Topic: Statistics & Probability Published: Feb 1, 2026 Read time: 3 min
A statistical phenomenon where trends reverse when data is combined, Simpson's Paradox reveals why aggregate statistics can be deeply misleading—and why looking at the whole picture sometimes blinds us to reality.