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 77
... reasoning and conditionalisation . Journal of Experimental Psychology : Learning , Memory & Cognition , 29 , 694–709 . Liu , I. M. , Lo , K. , & Wu , J. ( 1996 ) . A probabilistic interpretation of ' If - then ? Quarterly Journal of ...
... Reasoning with conditionals : a test of formal models of four theories . Cognitive Psychology , 53 , 238–283 . Oberauer , K. , & Wilhelm , O. ( 2003 ) . The meaning of conditionals : conditional probabilities , mental models , and ...
... reasoning and learning have come out of the tradi- tion that associates itself with rational analysis ( e.g. ... reasoning has a kind of rationality even if it includes false beliefs . But reasoning logically about false statements does ...
Contents
prospects for a Bayesian cognitive science | 3 |
A primer on probabilistic inference | 33 |
Rational analyses instrumentalism and implementations | 59 |
Copyright | |
20 other sections not shown
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 |