Bayesian Cognitive Modeling: A Practical Course
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Language: English
Published by Cambridge University Press, 2014
- Softcover
- Used
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Used - Good: All pages and cover are intact including the dust cover, if applicable . Spine may show signs of wear. Pages may include limited notes and highlighting. May include From the library of labels. Shrink wrap, dust covers, or boxed set case may be missing. Item may be missing bundled media. Any access codes or passwords originally included with the book may be expired, used or no longer valid. Image is stock photo and cover art edition may be different than pictured.
Seller Inventory # MERV.1107603579.G
- Title
- Bayesian Cognitive Modeling: A Practical Course
- Author
- Lee, Michael D.
- Publisher
- Cambridge University Press
- Publication year
- 2014
- Condition
- good
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1107603579
- ISBN 13
- 9781107603578
Bayesian inference has become a standard method of analysis in many fields of science. Students and researchers in experimental psychology and cognitive science, however, have failed to take full advantage of the new and exciting possibilities that the Bayesian approach affords. Ideal for teaching and self study, this book demonstrates how to do Bayesian modeling. Short, to-the-point chapters offer examples, exercises, and computer code (using WinBUGS or JAGS, and supported by Matlab and R), with additional support available online. No advance knowledge of statistics is required and, from the very start, readers are encouraged to apply and adjust Bayesian analyses by themselves. The book contains a series of chapters on parameter estimation and model selection, followed by detailed case studies from cognitive science. After working through this book, readers should be able to build their own Bayesian models, apply the models to their own data, and draw their own conclusions.
"Synopsis" may belong to another edition of this title.
About the Author
Michael D. Lee is a professor in the Department of Cognitive Sciences at the University of California, Irvine.
Eric-Jan Wagenmakers is a professor in the Department of Psychological Methods at the University of Amsterdam.
Eric-Jan Wagenmakers is a professor in the Department of Psychological Methods at the University of Amsterdam.
"About the title" may belong to another edition of this title.
MERS Goodwill
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