The prospects for Bayesian cognitive science

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...

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Hlavní autor: Nick, Chater
Další autoři: Nick Chater; Mike Oaksford
Jazyk:Undetermined
English
Vydáno: Oxford,New York Oxford University Press 2008
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Thư viện lưu trữ: Trung tâm Học liệu Trường Đại học Trà Vinh
Popis
Shrnutí: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
Fyzický popis:viii, 525 p.
ill.
24 cm
Bibliografie:Includes bibliographical references and index
ISBN:0199216096
9780199216093