Fig A. Parameter Recovery for Distance Model. Table A. Correlations Between Generating and Recovered Parameters for Unscaled Evidence Strength Models. Fig B. Parameter Recovery for Standard Bayesian Model. Fig C. Parameter Recovery for Bayesian Model with Free Category Distribution Parameters. Fig D. Parameter Recovery for Bayesian Model with Orientation Dependent Noise. Fig E. Parameter Recovery for Bayesian Model with Decision Noise. Table B: Correlations Between Generating and Recovered Parameters for Bayesian Models. Fig F. Parameter Recovery for Linear Model. Fig G. Parameter Recovery for Quadratic Model. Fig H. Parameter Recovery for Free-Exponent Model. Fig I. Parameter Recovery for Free-Exponent Model with Orientation Dependent Nois...
The top row demonstrates ground truth (x-axis) vs. estimated (y-axis) parameters. The dashed line al...
BF10 = Bayes Factor (where 10 refers to the alternative hypothesis, H1, relative to the null hypothe...
<p>Bayesian model selection results for spatially explicit capture-recapture models with daily sampl...
Fig A. Unscaled-Evidence Strength Model: The Distance Model. Fig B. Scaled-Evidence Strength Model: ...
Fig A. Parameter Recovery for Common Settings Model. Fig B. Parameter Recovery for Different Noise S...
<p>(A) Correlation matrix of the free parameters for Experiment 1 (left) and Experiment 2 (right). D...
<p>Relationships between means and SDs of logarithmic search times of the experimental results, whic...
Rows represent the datasets in which the given model was best-fitting and each column within a row i...
Columns show different versions of the task. Rows show model fits for (A) the distance model (unscal...
The article presents Bayesian hierarchical modeling frameworks for two measurement models for visual...
<p>(<i>A</i>) Bayesian Information Criterion scores for each model (a low score is better). Models b...
Parameter recovery I and II. In both studies, we conducted two sets of simulations where we generate...
Numbers and colours denote the probability that the data generated with model X (x-axis) are best fi...
<p><b>A.</b> The parameters that define the logistic function are illustrated: λ<sub>A</sub>, lapse ...
<p>p<sub>C</sub>, prior common-source probability; σ<sub>P</sub>, standard deviation of the spatial ...
The top row demonstrates ground truth (x-axis) vs. estimated (y-axis) parameters. The dashed line al...
BF10 = Bayes Factor (where 10 refers to the alternative hypothesis, H1, relative to the null hypothe...
<p>Bayesian model selection results for spatially explicit capture-recapture models with daily sampl...
Fig A. Unscaled-Evidence Strength Model: The Distance Model. Fig B. Scaled-Evidence Strength Model: ...
Fig A. Parameter Recovery for Common Settings Model. Fig B. Parameter Recovery for Different Noise S...
<p>(A) Correlation matrix of the free parameters for Experiment 1 (left) and Experiment 2 (right). D...
<p>Relationships between means and SDs of logarithmic search times of the experimental results, whic...
Rows represent the datasets in which the given model was best-fitting and each column within a row i...
Columns show different versions of the task. Rows show model fits for (A) the distance model (unscal...
The article presents Bayesian hierarchical modeling frameworks for two measurement models for visual...
<p>(<i>A</i>) Bayesian Information Criterion scores for each model (a low score is better). Models b...
Parameter recovery I and II. In both studies, we conducted two sets of simulations where we generate...
Numbers and colours denote the probability that the data generated with model X (x-axis) are best fi...
<p><b>A.</b> The parameters that define the logistic function are illustrated: λ<sub>A</sub>, lapse ...
<p>p<sub>C</sub>, prior common-source probability; σ<sub>P</sub>, standard deviation of the spatial ...
The top row demonstrates ground truth (x-axis) vs. estimated (y-axis) parameters. The dashed line al...
BF10 = Bayes Factor (where 10 refers to the alternative hypothesis, H1, relative to the null hypothe...
<p>Bayesian model selection results for spatially explicit capture-recapture models with daily sampl...