Bayesian Cognitive Modeling

Language: English

Published by Cambridge University Press, GB, 2014

1107603579 / 9781107603578

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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.

Seller Inventory # LU-9781107603578

Title
Bayesian Cognitive Modeling
Author
Michael D. Lee, Eric-Jan Wagenmakers
Publisher
Cambridge University Press, GB
Publication year
2014
Condition
New
Binding
Paperback
Language
English
ISBN 10
1107603579
ISBN 13
9781107603578
Item weight
550 grams
Dimensions
18.9 x 1.63 x 24.61 cm

Rarewaves.com UK

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