The Book of Why (English, Paperback, Pearl Judea)

The Book of Why by Judea Pearl and Dana Mackenzie explores the science of causality, challenging the traditional statistical focus on correlation. Pearl introduces the "ladder of causation," comprising three levels: association, intervention, and counterfactuals. Through this framework, the book demonstrates how understanding causal relationships enables us to answer complex questions, such as the effects of interventions or hypothetical scenarios. By integrating philosophical insights with practical examples, Pearl and Mackenzie provide readers with tools to distinguish cause from mere correlation, offering a transformative perspective on data analysis and decision-making.