Probability Theory

The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy

Sharon Bertsch McGrayne

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The Why of Things

Peter Rabins

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Why probability probably doesn’t exist (but it is useful to act like it does)

David Spiegelhalternature.com
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This Explains Everything: 150 Deep, Beautiful, and Elegant Theories of How the World Works (Edge Question Series)

John Brockman

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The Signal and the Noise

Nate Silver

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David Bessis Mathematica