Columns show different versions of the task. Rows show model fits for (A) the distance model (unscaled evidence strength class; pink), (B) the free-exponent model (scaled evidence strength class; orange), (C) the log posterior probability ratio model (Bayesian class; blue) and (D) the log posterior probability ratio model with free category distribution parameters (Bayesian class; blue).</p
Rows represent the datasets in which the given model was best-fitting and each column within a row i...
<p>We tested a class of alternative models of decision making which differ with respect to predictio...
<p>(a). Boxplots of posterior medians of for subjects in cluster 1, with the true value given by th...
Fig A. Unscaled-Evidence Strength Model: The Distance Model. Fig B. Scaled-Evidence Strength Model: ...
Difference in summed AIC (black) and BIC (brown) between the free-exponent model and other models fr...
<p><b>a</b>: Each column represents a subject, divided by test group (all datasets include a Gaussia...
(A) Aspects of linear regression model assessed by model selection and model averaging (see Fig 1A)....
Model predictions for participants choosing the predicted information compared to the alternative in...
<p>(a–d) Boxplots depicting the range of (a) the fitted means for the category- distribution; (b) th...
Bayes provides a better fit, but both models have large deviations from the data. Left and middle co...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
<p>Green traces denote distributions for category , whereas orange traces denote distributions for c...
<p>The top row shows the aggregated posterior predictive distribution (densities) overlaid on the ag...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
Rows represent the datasets in which the given model was best-fitting and each column within a row i...
<p>We tested a class of alternative models of decision making which differ with respect to predictio...
<p>(a). Boxplots of posterior medians of for subjects in cluster 1, with the true value given by th...
Fig A. Unscaled-Evidence Strength Model: The Distance Model. Fig B. Scaled-Evidence Strength Model: ...
Difference in summed AIC (black) and BIC (brown) between the free-exponent model and other models fr...
<p><b>a</b>: Each column represents a subject, divided by test group (all datasets include a Gaussia...
(A) Aspects of linear regression model assessed by model selection and model averaging (see Fig 1A)....
Model predictions for participants choosing the predicted information compared to the alternative in...
<p>(a–d) Boxplots depicting the range of (a) the fitted means for the category- distribution; (b) th...
Bayes provides a better fit, but both models have large deviations from the data. Left and middle co...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
<p>Green traces denote distributions for category , whereas orange traces denote distributions for c...
<p>The top row shows the aggregated posterior predictive distribution (densities) overlaid on the ag...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
Left column shows initial movement vectors averaged across participants overlaid with the average fu...
Rows represent the datasets in which the given model was best-fitting and each column within a row i...
<p>We tested a class of alternative models of decision making which differ with respect to predictio...
<p>(a). Boxplots of posterior medians of for subjects in cluster 1, with the true value given by th...