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Bayesian Cognitive Modeling

A Practical Course

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Bayesian Cognitive Modeling Michael D. LeeEric-Jan Wagenmakers
Libristo kod: 02050675
Nakladnici Cambridge University Press, travanj 2014
Bayesian inference has become a standard method of analysis in many fields of science. Students and... Cijeli opis
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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.

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Informacije o knjizi

Puni naziv Bayesian Cognitive Modeling
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2014
Broj stranica 280
EAN 9781107018457
ISBN 1107018455
Libristo kod 02050675
Težina 706
Dimenzije 264 x 187 x 24
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