Bernoulli's Fallacy Statistical Illogic and the Crisis of Modern Science [Audiobook]

Clayton recounts the feuds among rival schools of statistics, exploring the surprisingly human problems that gave rise to the discipline and the all-too-human shortcomings that derailed it. He highlights how influential 19th- and 20th-century figures developed a statistical methodology they claimed was purely objective in order to silence critics of their political agendas, including eugenics. Clayton provides a clear account of the mathematics and logic of probability, conveying complex concepts accessibly for listeners interested in the statistical methods that frame our understanding of the world. He contends that we need to take a Bayesian approach - that is, to incorporate prior knowledge when reasoning with incomplete information - in order to resolve the crisis. Ranging across math, philosophy, and culture, Bernoulli's Fallacy explains why something has gone wrong with how we use data - and how to fix it.