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Likelihood-Free Methods for Cognitive Science

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Likelihood-Free Methods for Cognitive Science

Name :

ISBN-10 : 331972424X

ISBN-13 : 9783319724249

Publisher : Springer

Language : English

Number Of Pages :

DOWNLOAD ALL BOOKS - 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 simulation-based models. Simulation-based models are now very popular in cognitive science, as are Bayesian methods for performing parameter inference. As such, the recent developments of likelihood-free techniques are an important...

Likelihood-Free Methods for Cognitive Science

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