The Theory That Would Not Die

“If you’re not thinking like a Bayesian, perhaps you should be.”—John Allen Paulos, New York Times Book Review

“A masterfully researched tale of human struggle and accomplishment. . . . Renders perplexing mathematical debates digestible and vivid for even the most lay of audiences.”—Michael Washburn, Boston Globe

“Superb.”—Andrew Hacker, New York Review of Books

“Engrossing. . . . A compelling and entertaining fusion of history, theory and biography.”—Ian Critchley, Sunday Times

“Engaging. . . . Readers will be amazed at the impact that Bayes’ rule has had in diverse fields, as well as by its rejection by too many statisticians. . . . I was brought up, statistically speaking, as what is called a frequentist. . . . But reading McGrayne’s book has made me determined to try, once again, to master the intricacies of Bayesian statistics. I am confident that other readers will feel the same.”—The Lancet

“Makes the theory come alive . . . enjoyable . . . densely packed and engaging . . . very accessible. . . . An admirable job of giving a voice to the scores of famous and non-famous people and data who contributed, for good or for worse.”—Significance Magazine

“A very compelling documented account . . . very interesting reading.”—José Bernardo, Valencia List Blog

“McGrayne explains [it] beautifully. . . . Top holiday reading.”—The Australian

“Thorough research of the subject matter coupled with flowing prose, an impressive set of interviews with Bayesian statisticians, and an extremely engaging style in telling the personal stories of the few nonconformist heroes of the Bayesian school.”—Sam Behseta, Chance

“A lively, engaging historical account. . . . McGrayne describes actuarial, business, and military uses of the Bayesian approach, including its application to settle the disputed authorship of 12 of the Federalist Papers, and its use to connect cigarette smoking and lung cancer. . . . All of this is accomplished through compelling, fast-moving prose. . . . The reader cannot help but enjoy learning about some of the more gossipy episodes and outsized personalities.”—Choice

“Delightful . . . [and] McGrayne gives a superb synopsis of the fundamental development of probability and statistics by Laplace.”—Scott L. Zeger, Physics Today

“A fascinating and engaging tale.”—Mathematical Association of America Reviews

“A very engaging book that statisticians, probabilists, and history buffs in the mathematical sciences should enjoy.”—David Agard, Cryptologia

“For the student who is being exposed to Bayesian statistics for the first time, McGrayne’s book provides a wealth of illustrations to whet his or her appetite for more. It will broaden and deepen the field of reference of the more expert statistician, and the general reader will find an understandable, well-written, and fascinating account of a scientific field of great importance today.”—Andrew I. Dale, Notices of the American Mathematical Society

“We now know how to think rationally about our uncertain world. This book describes in vivid prose, accessible to the lay person, the development of Bayes’ rule over more than two hundred years from an idea to its widespread acceptance in practice.”—Dennis Lindley, University College London

“A book simply highlighting the astonishing 200 year controversy over Bayesian analysis would have been highly welcome. This book does so much more, however, uncovering the almost secret role of Bayesian analysis in a stunning series of the most important developments of the twentieth century. What a revelation and what a delightful read!”—James Berger, Arts & Sciences Professor of Statistics, Duke University, and member, National Academy of Sciences

“Well known in statistical circles, Bayes’s Theorem was first given in a posthumous paper by the English clergyman Thomas Bayes in the mid-eighteenth century. McGrayne provides a fascinating account of the modern use of this result in matters as diverse as cryptography, assurance, the investigation of the connection between smoking and cancer, RAND, the identification of the author of certain papers in The Federalist, election forecasting and the search for a missing H-bomb. The general reader will enjoy her easy style and the way in which she has successfully illustrated the use of a result of prime importance in scientific work.”—Andrew I. Dale, author of A History of Inverse Probability from Thomas Bayes to Karl Pearson and Most Honorable Remembrance: The Life and Work of Thomas Bayes

“Fascinating. . . . I truly admire [McGrayne’s] style of writing, and . . . ability to turn complex mathematical ideas into intriguing stories, centered around real people.”—Judea Pearl, winner of the 2012 Turing Award

“Compelling, fast-paced reading full of lively characters and anecdotes. . . . A great story.”—Robert E. Kass, Carnegie Mellon University