<div><p>(A–C) The red, magenta, and blue curves and data points indicate respective quantities associated with different contextual contrasts <i>C<sub>c</sub></i> = 0.01, 0.05, and 0.4, respectively. The fitted Bayesian parameters (and their 95% confidential intervals) are <i>k</i> = 3.91 (1.95, 5.87), <i>σ<sub>n</sub></i> = 1.60 × 10<sup>−3</sup> (1.45 × 10<sup>−3</sup>, 1.73 × 10<sup>−3</sup>), and <i>P</i>(<i>yes</i>) = 0.97 (0.96, 0.98) for the 2-sided, <i>P</i>(<i>yes</i>) = 0.87 (0.83, 0.91) for the 1-sided, and <i>P</i>(<i>yes</i>) = 0.92 (0.89, 0.95) for the sparse context. RMSNFE = 1.07.</p><p>(D) The prior <i>P</i>(<i>yes</i>) for the three different contextual configurations. The error bars denote SEMs in (A–C), and 95% confidenc...
The ‘valenced learning’ (leftmost) model performs best, i.e. had the lowest integrated Bayesian Info...
(A) Comparison of the Bayesian information criterion (BIC) relative to the baseline model. Negative ...
Fig A. Unscaled-Evidence Strength Model: The Distance Model. Fig B. Scaled-Evidence Strength Model: ...
<div><p>(A,B) Yes rates under colinear and orthogonal context (schematically like <a href="http://ww...
<p>The data points are the mean over six observers, and the error bars indicate the standard errors ...
<p>We plot the probability to report a correct answer <i>A</i> as a function of <i>n</i><sub><i>A</i...
<p>p<sub>C</sub>, prior common-source probability; σ<sub>P</sub>, standard deviation of the spatial ...
<p>Lower DIC is better, and higher Bayes factor is better, so Cue Mixing has the best score in both ...
<p>VP = variable precision; EP = equal precision; AP = average precision; SP = single precis...
<p>The plots on the left are for targets in interval 1 (i.e. <i>i</i> = 1), whereas the plots on the...
BF10 = Bayes Factor (where 10 refers to the alternative hypothesis, H1, relative to the null hypothe...
Bayes provides a better fit, but both models have large deviations from the data. Left and middle co...
Measurement invariance (MI) is conducted to ensure that differences found in the results of group co...
BF10 = Bayes Factor (where 10 refers to the alternative hypothesis, H1, relative to the null hypothe...
BF10 = Bayes Factor (where 10 refers to the alternative hypothesis, H1, relative to the null hypothe...
The ‘valenced learning’ (leftmost) model performs best, i.e. had the lowest integrated Bayesian Info...
(A) Comparison of the Bayesian information criterion (BIC) relative to the baseline model. Negative ...
Fig A. Unscaled-Evidence Strength Model: The Distance Model. Fig B. Scaled-Evidence Strength Model: ...
<div><p>(A,B) Yes rates under colinear and orthogonal context (schematically like <a href="http://ww...
<p>The data points are the mean over six observers, and the error bars indicate the standard errors ...
<p>We plot the probability to report a correct answer <i>A</i> as a function of <i>n</i><sub><i>A</i...
<p>p<sub>C</sub>, prior common-source probability; σ<sub>P</sub>, standard deviation of the spatial ...
<p>Lower DIC is better, and higher Bayes factor is better, so Cue Mixing has the best score in both ...
<p>VP = variable precision; EP = equal precision; AP = average precision; SP = single precis...
<p>The plots on the left are for targets in interval 1 (i.e. <i>i</i> = 1), whereas the plots on the...
BF10 = Bayes Factor (where 10 refers to the alternative hypothesis, H1, relative to the null hypothe...
Bayes provides a better fit, but both models have large deviations from the data. Left and middle co...
Measurement invariance (MI) is conducted to ensure that differences found in the results of group co...
BF10 = Bayes Factor (where 10 refers to the alternative hypothesis, H1, relative to the null hypothe...
BF10 = Bayes Factor (where 10 refers to the alternative hypothesis, H1, relative to the null hypothe...
The ‘valenced learning’ (leftmost) model performs best, i.e. had the lowest integrated Bayesian Info...
(A) Comparison of the Bayesian information criterion (BIC) relative to the baseline model. Negative ...
Fig A. Unscaled-Evidence Strength Model: The Distance Model. Fig B. Scaled-Evidence Strength Model: ...