The Probabilistic mind : prospects for Bayesian cognitive science (eBook, 2008) []
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The Probabilistic mind : prospects for Bayesian cognitive science

Author: Nick Chater; M Oaksford
Publisher: Oxford ; New York : Oxford University Press, 2008.
Edition/Format:   eBook : Document : EnglishView all editions and formats

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Genre/Form: Llibres electrònics
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Nick Chater; M Oaksford
OCLC Number: 1120329004
Description: 1 online resource
Contents: pt. 1. Foundations. The probabilistic mind : prospects for a Bayesian cognitive science / Nick Chater & Mike Oaksford --
A primer on probabilistic inference / Thomas L. Griffiths & Alan Yuille --
Rational analyses, instrumentalism, and implementations / David Danks --
pt. 2. Inference and argument. Framing effects and rationality / Shlomi Sher & Craig R.M. McKenzie --
Probability logic and the Modus Ponens- Modus Tollens asymmetry in conditional inference / Mike Oaksford & Nick Chater --
Inference from absence in language and thought / Ulrike Hahn & Mike Oaksford --
Towards a rational theory of human information acquisition / Jonathan Nelson --
Pseudocontingencies : a key paradigm for understanding adaptive cognition / Klaus Fiedler --
pt. 3. Judgement and decision-making. Bayesian brains and cognitive mechanisms : harmony or dissonance? / Henry Brighton & Gerd Gigerenzer --
The game of life : how small samples render choice simple / Ralph Hertwig & Timothy J. Pleskac --
The naïve intuitive statistician : organism-environment relations from yet another angle / Patrik Hansson, Peter Juslin & Anders Winman --
A decision-by-sampling account of decision under risk / Neil Stewart & Keith Simpson --
The neurodynamics of choice, value-based decisions and preference reversal / Marius Usher, Anat Elhalal & James L. McClelland --
pt. 4. Categorization and memory. Categorization as nonparametric Bayesian density estimation / Thomas L. Griffiths [i més] --
Rational analysis as a link between human memory and information retrieval / Mark Steyvers & Thomas L. Griffiths --
Causality in time : explaining away the future and the past / David E. Huber --
Compositionality in rational analysis : grammar-based induction for concept learning / Noah D. Goodman [i més] --
pt. 5. Learning about contingency and causality. Through the lookingglass : a dynamic lens model approach to multiple cue probability learning / Maarten Speekenbrink & David R. Shanks --
Semi-rational models of conditioning: the case of trial order / Nathaniel D. Daw, Aaron C. Courville & Peter Dayan --
Causal learning in rats and humans : a minimal rational model / Michael R. Waldmann [i més] --
The value of rational analysis : an assessment of causal reasoning and learning / Steven Sloman & Philip M. Fernbach --
The probabilistic mind : where next? / Nick Chater & Mike Oaksford
Responsibility: edited by Nick Chater and Mike Oaksford.


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