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Everything Is Predictable: How Bayesian Statistics Explain Our World

by Tom Chivers

Bayesian reasoning across everyday life and public institutions

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AlbakiReads Editorial

Bayesian reasoning across everyday life and public institutions

Tom Chivers introduces Bayes’s theorem as a way of updating probability in light of prior knowledge, then traces how that framework appears in areas far beyond mathematics. The book connects the theorem to medical screening, where accurate tests can still produce false positives, and to legal cases in which, Chivers argues, neglecting Bayesian reasoning has contributed to wrongful convictions. It also looks back to the theorem’s origin with an eighteenth-century minister and amateur mathematician, and follows its relevance into fields including law and artificial intelligence. The result is a cross-disciplinary account of how probability and evidence shape decisions.

Good fit for readers who enjoy

  • Readers seeking an accessible introduction to Bayesian statistics and probability.
  • Readers interested in how mathematical ideas intersect with medicine, law, and artificial intelligence.
  • Readers curious about the history and wider applications of a mathematical theorem.

Themes

Bayesian statistics and probabilityEvidence and decision-makingMedicine and diagnostic testingLaw and artificial intelligenceHistory of mathematics

Based on publisher information and book metadata.

Book overview

A "fascinating, witty, and perspective-shifting" (Oliver Burkeman, New York Times bestselling author) tour of Bayes's theorem and its global impact on modern life from the acclaimed science writer and author of The Rationalist's Guide to the Galaxy.At its simplest, Bayes's theorem describes the probability of an event, based on prior knowledge of conditions that might be related to the event. But in Everything Is Predictable, Tom Chivers lays out how it affects every aspect of our lives. He explains why highly accurate screening tests can lead to false positives and how a failure to account for it in court has put innocent people in jail. A cornerstone of rational thought, many argue that Bayes's theorem is a description of almost everything. But who was the man who lent his name to this theorem? How did an 18th-century Presbyterian minister and amateur mathematician uncover a theorem that would affect fields as diverse as medicine, law, and artificial intelligence? "Witty, lively, and best of all, extremely nerdy" (Tim Harford, author of The Undercover Economist), Everything Is Predictable is an entertaining and accessible illustration of how a single compelling idea can have far reaching consequences.
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