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. Author manuscript; available in PMC: 2017 Jun 1.
Published in final edited form as: Psychol Rev. 2016 May 12;123(4):452–480. doi: 10.1037/rev0000028

Figure A4. Correlation between log marginal likelihood and Agreement with the Opt model given synthetic data generated from any one model.

Figure A4

Related to Fig. 9B. For each plot, we generated 9 synthetic data sets from a different generating model. The plot shows the mean (open circle) and s.e.m. (error bar) of a model’s average log marginal likelihood per trial as a function of its Agreement with the Opt model based on those data sets. The dashed line represents the best linear fit. r is the Pearson correlation. The names of eight best models are in boldface. Given synthetic data generated from one of the eight best models, the correlation is high. Given synthetic data generated from a model outside of the eight best, the correlation is low.