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. |
From inside the book
Results 1-3 of 83
... inference but only 72 % ( SD = 13.5 % ) the MT inference ( Schroyens & Schaeken , 2003 ; see also Oaksford & Chater , 2003a ) . Over the 65 studies , this result represents a highly significant asymmetry , t ( 64 ) = 15.44 , p ...
... inference : the higher the expectation of encountering the construction , the stronger the inference from its absence . This is where pre - emption and entrenchment can come into their own . Both affect the plausibility of P ( n | C ) ...
... inference 190 , 196 inductive learning 379 inductive logic programming 509-10 inductive process , anatomy of 197 inference 103 , 418 , 420 algorithims 47-50 inductive 190 , 196 tickets 104 see also approximate inference ; Bayesian ...
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 |