The Probabilistic Mind:
2008
Abstract The rational analysis method, first proposed by John R. Anderson, has been enormously influential in helping us understand high-level cognitive processes. This book is a follow-up to ‘Rational Models of Cognition’ (OUP, 1998). It brings together developments in understanding how, and how far, high-level cognitive processes can be understood in rational terms, and particularly using probabilistic Bayesian methods. It synthesizes and evaluates the progress in the past decade, taking into account developments in Bayesian statistics, statistical analysis of the cognitive ‘environment’ and a variety of theoretical and experimental lines of research. The scope of the book is broad, covering recent work in reasoning, decision making, categorization, and memory.