The Oxford handbook of computational and mathematical psychology /
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Group Author: | |
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Published: |
Oxford University Press,
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Publisher Address: | Oxford ; New York : |
Publication Dates: | [2015] |
Literature type: | Book |
Language: | English |
Series: |
Oxford library of psychology. |
Subjects: | |
Carrier Form: | xx, 399 pages : illustrations ; 27 cm. |
Bibliography: | Includes bibliographical references and index. |
ISBN: |
9780199957996 : 0199957991 |
Index Number: | BF311 |
CLC: | B841.2 |
Call Number: | B841.2/O984-1 |
Contents: |
Review of Basic Mathematical Concepts Used in Computational and Mathematical Psychology -- Multidimensional Signal Detection Theory / Modeling Simple Decisions and Applications Using a Diffusion Model / Features of Response Times: Identification of Cognitive Mechanisms through Mathematical Modeling / Computational Reinforcement Learning / Why Is Accurately Labeling Simple Magnitudes So Hard? A Past, Present, and Future Look at Simple Perceptual Judgment / An Exemplar-Based Random-Walk Model of Categorization and Recognition / Models of Episodic Memory / Structure and Flexibility in Bayesian Models of Cognition / Models of Decision Making under Risk and Uncertainty / Models of Semantic Memory / Shape Perception / Bayesian Estimation in Hierarchical Models / Model Comparison and the Principle of Parsimony / Neurocognitive Modeling of Perceptual Decision Making / Mathematical and Computational Modeling in Clinical Psychology / Quantum Models of Cognition and Decision / |