Titolo: Bayesian Cognitive Modeling: A Practical ...
Casa editrice: Cambridge University Press
Data di pubblicazione: 2014
Legatura: Soft cover
Condizione libro: New
Brand New, Unread Copy in Perfect Condition. A+ Customer Service! Summary: Using a practical, hands-on approach, this book will teach anyone how to carry out Bayesian analyses and interpret the results. Codice inventario libreria ABE_book_new_1107603579
Riassunto: 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.
Descrizione del libro: Ideal for teaching and self study, this practical book demonstrates how cognitive scientists can conduct Bayesian analyses for many real-life modeling problems. Supported by examples, exercises, computer code and additional resources available online, readers will learn to take full advantage of the exciting possibilities that the Bayesian approach affords.
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Libreria AbeBooks dal: 7 maggio 2014
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