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Thermodynamic integration and steppingstone sampling methods for estimating Bayes factors: A tutorial

  • Published:2019-04 Issue: Volume:89 Page:67-86
  • ISSN:0022-2496
  • Container-title:Journal of Mathematical Psychology
  • language:en
  • Short-container-title:Journal of Mathematical Psychology

Author:

Annis Jeffrey,Evans Nathan J.,Miller Brent J.,Palmeri Thomas J.

Funder

NSF

NEI

Vanderbilt Vision Research Center

Publisher

Elsevier BV

Subject

Applied Mathematics,General Psychology

Reference55 articles.

1. Bayesian statistical approaches to evaluating cognitive models;Annis;Wiley Interdisciplinary Reviews: Cognitive Science,2017

2. Handbook of Markov chain Monte Carlo;Brooks,2011

3. The simplest complete model of choice response time: Linear ballistic accumulation;Brown;Cognitive Psychology,2008

4. Cognitive modeling;Busemeyer,2010

5. Bayesian model choice via Markov Chain Monte Carlo methods;Carlin;Journal of the Royal Statistical Society. Series B. Statistical Methodology,1995
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