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The Probabilistic Mind: Prospects for Bayesian cognitive science

Online ISBN:
9780191695971
Print ISBN:
9780199216093
Publisher:
Oxford University Press
Book

The Probabilistic Mind: Prospects for Bayesian cognitive science

Nick Chater (ed.),
Nick Chater
(ed.)
Professor of Cognitive and Decision Sciences, Department of Psychology, University College London, UK
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Mike Oaksford (ed.)
Mike Oaksford
(ed.)
Professor of Psychology and Head of School of Psychology, Birkbeck College London, UK
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Published online:
22 March 2012
Published in print:
27 March 2008
Online ISBN:
9780191695971
Print ISBN:
9780199216093
Publisher:
Oxford University Press

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.

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