| Description |
1 online resource : illustrations (black and white) |
| Series |
Oxford library of psychology |
|
Oxford library of psychology.
|
| Contents |
1. Review of Basic Mathematical Concepts Used in Computational and Mathematical Psychology / Jerome R. Busemeyer, Zhong Wong, Ami Eidels and James T. Townsend -- 2. Multidimensional Signal Detection Theory / F. Gregory Ashby and Fabian A. Soto -- 3. Modeling Simple Decisions and Applications Using a Diffusion Model / Roger Ratcliff and Philip Smith -- 4. Features of Response Times: Identification of Cognitive Mechanisms through Mathematical Modeling / Daneil Algom, Ami Eidels, Robert S.D. Hawkins, Brett Jefferson, and James T. Townsend -- 5. Computational Reinforcement Learning / Todd M. Gureckis and Bradley C. Love -- 6. Why Is Accurately Labeling Simple Magnitudes So Hard? A Past, Present, and Future Look at Simple Perceptual Judgment / Chris Donkin, Babette Rae, Andrew Heathcote and Scott D. Brown -- 7. An Exemplar-Based Random-Walk Model of Categorization and Recognition / Robert M. Nosofsky and Thomas J. Palmeri -- 8. Models of Episodic Memory / Amy H. Criss and Marc W. Howard -- 9. Structure and Flexibility in Bayesian Models of Cognition / Joseph L. Austerweil, Samuel J. Gershman, Joshua B. Tenenbaum, and Thomas L. Griffiths -- 10. Models of Decision Making under Risk and Uncertainty / Timothy J. Pleskac, Adele Diederich, and Thomas S. Wallsten -- 11. Models of Semantic Memory / Michael N. Jones, Jon Willits, and Simon Dennis -- 12. Shape Perception / Tadamasa Sawada, Yungeng Li, and Zygmunt Pizlo -- 13. Bayesian Estimation in Hierarchical Models / John K. Kruschke and Wolf Vanpaemel -- 14. Model Comparison and the Principle of Parsimony / Joachim Vandekerckhove, Dora Matzke, and Eric-Jan Wagenmakers -- 15. Neurocognitive Modeling of Perceptual Decision Making / Thomas J. Palmeri, Jeffrey D. Schall, and Gordon D. Logan -- 16. Mathematical and Computational Modeling in Clinical Psychology / Richard W.J. Neufeld -- 17. Quantum Models of Cognition and Decision / Jerome R. Busemeyer, Zheng Wang, and Emmanuel Pothos |
| Summary |
Offering a comprehensive and authoritative review of important developments in computational and mathematical psychology, this handbook also examines the field's influence on related research areas such as cognitive psychology, developmental psychology, clinical psychology, and neuroscience |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Online resource; title from home page (viewed on December 8, 2015) |
| Subject |
Cognition.
|
|
Cognitive science.
|
|
Psychology -- Mathematical models.
|
|
Psychometrics.
|
|
Cognition
|
|
Psychometrics
|
|
cognition.
|
|
Cognition
|
|
Cognitive science
|
|
Psychology -- Mathematical models
|
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Psychometrics
|
|
Mathematische Psychologie
|
| Form |
Electronic book
|
| Author |
Townsend, James T., editor
|
|
Busemeyer, Jerome R., editor
|
| ISBN |
9780190233662 |
|
0190233664 |
|
