Using approximate Bayesian computation for estimating parameters in the cue-based retrieval model of sentence processing

A commonly used approach to parameter estimation in computational models is the so-called grid search procedure: the entire parameter space is searched in small steps to determine the parameter value that provides the best fit to the observed data. This approach has several disadvantages: first, it...

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Bibliographic Details

Published in:	MethodsX Vol. 7; p. 100850
Main Author:	Vasishth, Shravan
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 01.01.2020 Elsevier
Subjects:	Bayesian parameter estimation Bayesian theory bioinformatics Prior and posterior predictive distributions Psycholinguistics Psychology reading uncertainty Approximate Bayesian Computation using rejection sampling Bayesian parameter estimation Psycholinguistics Prior and posterior predictive distributions
ISSN:	2215-0161, 2215-0161
Online Access:	Get full text
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