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All ebooks in the collection "Computational Approaches to Cognition and Perception" - Springer


3  Book(s)
Download this eBook Joint Models of Neural and Behavioral Data
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Joint Models of Neural and Behavioral Data


Birte U. Forstmann , Mark Steyvers , Brandon M. Turner


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...

Publication date: 2019-01-04
Format: PDF, ePub
Publisher: Springer
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£64,99
Download this eBook State-Trace Analysis
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State-Trace Analysis


John C. Dunn , Michael L. Kalish


This book provides an introduction to the theory, method, and practice of State-Trace Analysis (STA), and includes a detailed tutorial on the statistical analysis of state-trace designs.  The book offers instructions on how to perform state-trace analysis using the...

Publication date: 2018-02-08
Format: PDF
Publisher: Springer
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£44,99
Download this eBook Likelihood-Free Methods for Cognitive Science
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Likelihood-Free Methods for Cognitive Science


Collectif


This book explains the foundation of approximate Bayesian computation (ABC), an approach to Bayesian inference that does not require the specification of a likelihood function. As a result, ABC can be used to estimate posterior distributions of parameters for...

Publication date: 2018-02-07
Format: PDF, ePub
Publisher: Springer
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£44,99

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