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What gives statistics its unity as a science? Stephen Stigler sets forth the seven foundational ideas of statisticsâ a scientific discipline related to but distinct from mathematics and computer science and one which often seems counterintuitive. His original account will fascinate the interested layperson and engage the professional statistician.