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portada Bayesian Cognitive Modeling: A Practical Course
Type
Physical Book
Year
2014
Language
English
Pages
280
Format
Paperback
Dimensions
24.1 x 18.3 x 1.8 cm
Weight
0.57 kg.
ISBN13
9781107603578

Bayesian Cognitive Modeling: A Practical Course

Michael D. Lee (Author) · Eric-Jan Wagenmakers (Author) · Cambridge University Press · Paperback

Bayesian Cognitive Modeling: A Practical Course - Lee, Michael D. ; Wagenmakers, Eric-Jan

New Book Imported to South Africa
Delivery: 09 Jul - 03 Aug Shipping: 4 to 5 business days.
R 1,133
R 1,133

Synopsis "Bayesian Cognitive Modeling: A Practical Course "

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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