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
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... probability , i.e. probabilities are viewed as degrees of belief . One reason for this is that , in many practical applications , the frequentist inter- pretation of probability simply does not apply - probabilities can only be viewed ...
... probability that the agent would have ascribed to h being the true generating process , prior to seeing d ( known as a prior probability ) . How should that agent go about changing his beliefs in the light of the evidence provided by ...
... probability logic ( Adams , 1998 ) , it is argued that a more extreme form of the MP - MT asymmetry may be normatively defensible ( McKenzie , 2004 ) . The chapter begins with the account of the conditional developed in Adams ( 1998 ) ...
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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Other editions - View all
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 |