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

englanti
2014-07-04
198,34 € 264,46 €

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Toimitus 17-23 arkipäivässä

30 päivän palautusoikeus

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 ... Täydellinen kuvaus

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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.

Lisätietoja

Kirjoittaja Eric-Jan Wagenmakers, Michael D. Lee
Julkaisija Cambridge University Press
Julkaisuvuosi 2014
Kannen tyyppi Kovakantinen
EAN 9781107018457
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Arvostelet: Bayesian Cognitive Modeling
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198,34 € 264,46 €