The Probabilistic Mind: Prospects for Bayesian Cognitive ScienceNick Chater, Mike Oaksford The rational analysis method, first proposed by John R. Anderson, has been enormously influential in helping us understand high-level cognitive processes. The Probabilistic Mind is a follow-up to the influential and highly cited '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 important recent work in reasoning, decision making, categorization, and memory. Including chapters from many of the leading figures in this field, The Probabilistic Mind will be valuable for psychologists and philosophers interested in cognition. |
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... Press is a department of the University of Oxford . It furthers the University's objective of excellence in research ... Press in the UK and in certain other countries Published in the United States by Oxford University Press Inc. , New ...
... Press . Goodman , N. Fact , fiction , and forecast ( 4th ed . ) . Cambridge , MA . Harvard University Press . Gopnik , A. , & Schulz , L. E. ( Eds . ) ( 2007 ) . Causal learning : Psychology , philosophy , and computa- tion . Oxford ...
... Press . Gold , J. I. , & Shadlen , M. N. ( 2001 ) . Neural computations that underlie decisions about sensory stimuli . Trends in Cognitive Science , 5 , 10-16 . Goldstone , R. L. ( 1994 ) . The role of similarity in categorization ...
Contents
prospects for a Bayesian cognitive science | 3 |
A primer on probabilistic inference | 33 |
Rational analyses instrumentalism and implementations | 59 |
Copyright | |
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The Probabilistic Mind: Prospects for Bayesian Cognitive Science Nick Chater,Mike Oaksford Limited preview - 2008 |
The Probabilistic Mind: Prospects for Bayesian Cognitive Science Nick Chater,Mike Oaksford No preview available - 2008 |