Innumeracy: Mathematical Illiteracy and Its Consequences by John Allen Paulos (Paperback, 2000)

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This entertaining, enlightening, and instructive book from Paulos (Mathematics/ Temple Univ.; Mathematics and Humor, I Think Therefore I Laugh) explores the widespread unfamiliarity with basic mathematical concepts; discussing probability theory, Paulos demonstrates the impact of this condition.