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. 2017 Jun 1;124(5):678–687. doi: 10.1037/rev0000073

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© 2017 The Author(s)

This article has been published under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Copyright for this article is retained by the author(s). Author(s) grant(s) the American Psychological Association the exclusive right to publish the article and identify itself as the original publisher.

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a and b. Median recovered values of α, α_fit, plotted against α* (left panel) and median recovered values of γ, γ_fit, plotted against γ* (right panel). The first parameter recovery (dotted-dashed line) involves a data-generating model with both response and preference noise and a misspecified fitted model which assumes only response noise. The second parameter recovery (dashed line) involves a data-generating model and correctly specified fitted model with both response and preference noise. The third parameter recovery (solid line) involves a data-generating model and correctly specified fitted model with only response noise.