Bayesian Cognitive Modeling
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Bayesian Cognitive Modeling
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Author : Michael D. Lee
language : en
Publisher: Cambridge University Press
Release Date : 2014-04-03
Bayesian Cognitive Modeling written by Michael D. Lee and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-03 with Psychology categories.
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.
Bayesian Cognitive Modeling
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Author : Michael D. Lee
language : en
Publisher: Cambridge University Press
Release Date : 2013
Bayesian Cognitive Modeling written by Michael D. Lee and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Computers categories.
Using a practical, hands-on approach, this book will teach anyone how to carry out Bayesian analyses and interpret the results.
Bayesian Cognitive Modeling Of The Balancing Between Goal Directed And Habitual Behavior
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Author : Sarah Schwöbel
language : en
Publisher:
Release Date : 2020*
Bayesian Cognitive Modeling Of The Balancing Between Goal Directed And Habitual Behavior written by Sarah Schwöbel and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020* with categories.
Cognitive Modeling
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Author : Jerome R. Busemeyer
language : en
Publisher: SAGE
Release Date : 2010
Cognitive Modeling written by Jerome R. Busemeyer and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Psychology categories.
Responding to an explosion of new mathematical and computational models used in the fields of cognitive science, this book provides simple tutorials concerning the development and testing of such models. The authors focus on a few key models, with a primary goal of equipping readers with the fundamental principles, methods, and tools necessary for evaluating and testing any type of model encountered in the field of cognitive science.
Studyguide For Bayesian Cognitive Modeling
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Author : Cram101 Textbook Reviews
language : en
Publisher: Cram101
Release Date : 2014-06-18
Studyguide For Bayesian Cognitive Modeling written by Cram101 Textbook Reviews and has been published by Cram101 this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-18 with categories.
Never HIGHLIGHT a Book Again! Includes all testable terms, concepts, persons, places, and events. Cram101 Just the FACTS101 studyguides gives all of the outlines, highlights, and quizzes for your textbook with optional online comprehensive practice tests. Only Cram101 is Textbook Specific. Accompanies: 9781107018457. This item is printed on demand.
Using Bayesian Cognitive Models In Wisdom Of The Crowd Applications
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Author : Irina Danileiko
language : en
Publisher:
Release Date : 2018
Using Bayesian Cognitive Models In Wisdom Of The Crowd Applications written by Irina Danileiko and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
Bayesian Models Of Cognition
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Author : Thomas L. Griffiths
language : en
Publisher: MIT Press
Release Date : 2024-12-10
Bayesian Models Of Cognition written by Thomas L. Griffiths and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-10 with Science categories.
"The definitive work on the Bayesian approach to Cognitive Science and an important work in understanding the mind and the brain"--
Bayesian Cognitive Models For Imitation
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Author : Aaron P. Shon
language : en
Publisher:
Release Date : 2007
Bayesian Cognitive Models For Imitation written by Aaron P. Shon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Bayesian statistical decision theory categories.
Joint Models Of Neural And Behavioral Data
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Author : Brandon M. Turner
language : en
Publisher: Springer
Release Date : 2019-01-04
Joint Models Of Neural And Behavioral Data written by Brandon M. Turner and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-04 with Psychology categories.
This book presents a flexible Bayesian framework for combining neural and cognitive models. Traditionally, studies in cognition and cognitive sciences have been done by either observing behavior (e.g., response times, percentage correct, etc.) or by observing neural activity (e.g., the BOLD response). These two types of observations have traditionally supported two separate lines of study, which are led by two different cognitive modelers. Joining neuroimaging and computational modeling in a single hierarchical framework allows the neural data to influence the parameters of the cognitive model and allows behavioral data to constrain the neural model. This Bayesian approach can be used to reveal interactions between behavioral and neural parameters, and ultimately, between neural activity and cognitive mechanisms. Chapters demonstrate the utility of this Bayesian model with a variety of applications, and feature a tutorial chapter where the methods can be applied to an example problem. The book also discusses other joint modeling approaches and future directions. Joint Models of Neural and Behavioral Data will be of interest to advanced graduate students and postdoctoral candidates in an academic setting as well as researchers in the fields of cognitive psychology and neuroscience.
The Probabilistic Mind
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Author : Nick Chater
language : en
Publisher: OUP Oxford
Release Date : 2008
The Probabilistic Mind written by Nick Chater and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Philosophy categories.
The Probabilistic Mind is a follow-up to the influential and highly cited Rational Models of Cognition (OUP, 1998). It brings together developmetns in understanding how, and how far, high-level cognitive processes can be understood in rational terms, and particularly using probabilistic Bayesian methods.