Name: Bayesian Cognitive Modeling
Price: 146.51 EUR
Availability: InStock
Author: Michael D. Lee; Eric-Jan Wagenmakers
ISBN: 9781107018457

Type

Physical Book

Publisher

Cambridge University Press

Author

Michael D. Lee; Eric-Jan Wagenmakers

Year

2014

Language

English

Pages

280

Format

Hardcover

ISBN13

9781107018457

Synopsis "Bayesian Cognitive Modeling "

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.

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Bayesian Cognitive Modeling - Michael D. Lee; Eric-Jan Wagenmakers

Synopsis "Bayesian Cognitive Modeling "

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