Load Packages & Data
Subject-level Data
Time Series Data
Resource Discoveries Data
Resource Discoveries Data: Voluntary Payoff condition
Session Information
Demographics and data filtering
Count excluded participants on each step of data cleaning
Sex
Age
Approvals
Duplicates (time steps when the participant was not moving)
Collected Points
Model 1
Prior predictive checks
Model fitting
Model diagnostics
Model predictions
Condition comparisons
Figure
Model 2
Prior predictive checks
Model fitting
Model diagnostics
Model predictions
Condition comparisons
Figure
Model Comparison
Model 3
Model fitting
Model predictions
Condition comparisons
Figure
Model 4: Collected Points by Epoch
Model specification
Model fitting
Condition comparisons
Model figure
Tracking Time
Model 1
Prior predictive checks
Model fitting
Model diagnostics
Model predictions
Condition comparisons
Figure
Model 2
Prior predictive checks
Model fitting
Model diagnostics
Model predictions
Condition comparisons
Figure
Model Comparison
Tracking Efficiency
Model 1
Prior predictive checks
Model fitting
Model diagnostics
Model predictions
Condition comparisons
Figure
Model 2
Prior predictive checks
Model fitting
Model diagnostics
Model predictions
Condition comparisons
Figure
Model Comparison
Tracking Time vs. Tracking Efficiency Combined Plot
Average Median Distance to Resource
Data Preparation
Step 1: Compute per-participant average distance from time series
Step 2: Map participants to groups
Step 3: Compute group-level median distance time series for interacting groups
Step 4: Construct nominal groups from solo participants
Step 5: Combine all data
Descriptive Statistics
Descriptive Plots
Average Median Distance by Condition
Distribution Comparison
Statistical Model
Data for modelling
Model specification
Prior predictive checks
Model fitting
Model diagnostics
Model predictions
Condition comparisons
Combined comparison table
Model figure
Average Median Distance to Resource by Epoch
Data Preparation (Epoch)
Step 1: Compute per-participant average distance
Step 2: Map participants to groups
Step 3: Compute group-level median distance time series for interacting groups
Step 4: Construct nominal groups from solo participants
Step 5: Combine all data
Statistical Model (Epoch)
Data for modelling
Model specification
Model fitting
Condition comparisons
Condition comparison table (Epoch)
Model figure
Static Connecitvity
In-degree model
Prior predictive checks
Model fitting
Model diagnostics
Model predictions
Condition comparisons
Figure
Out-degree model
Prior predictive checks
Model fitting
Model diagnostics
Model predictions
Condition comparisons
Figure
Correlation
Adaptive Connectivity
Social Information Quality Model
Model diagnostics
Model predictions
Condition comparisons
Figure
Resouece Discoveries
Fast
Probability of staying on resource
Probability of staying on resource VP
Probability of reaching resource
Probability of reaching resource VP
Out degree
Out degree (Discoverer)
Out degree VP
In degree
In degree (Others)
In degree VP
Combine plot
Combine plot (in/out degree full)
Combine plot VP
Slow
Probability of staying on resource
Probability of staying on resource VP
Probability of reaching on resource
Probability of reaching resource VP
Out degree
Out degree (Discoverer)
Out degree VP
In degree
In degree (Others)
In degree VP
Combine plot
Combine plot (in/out degree full)
Combine plot VP
Degree and Rank
Rotation per condition
Model In-Degree
Model fitting
Model diagnostics
Figure
Model Out-Degree
Model fitting
Model diagnostics
Figure
Combined figures
Roation Magnitude (Tracking)
Prior predictive checks
Model fitting (~9.5h)
Model diagnostics
Model predictions
Figures
Random Effects
Model Tracking Efficiency
Model Score
Random Effects Correlations
Random Effects Visualization
Model 2: Temporal Dynamics
Temporal Figures
Temporal Condition Comparisons
Model 3: Social Cohesion & Group Spread Effects (OutDegree > 1)
Model 3: New Feature Posterior Contrasts
Summary Table
Figures
Roation Magnitude (Search)
Prior predictive checks
Model fitting (~9.5h)
Model diagnostics
Model predictions
Random Effects
Model Tracking Time
Random Effects Correlations
Random Effects Visualization
Model 2: Temporal Dynamics
Temporal Figures
Temporal Condition Comparisons
Model 3: Social Cohesion & OutDegree Effects (OutDegree > 1)
Model 3: New Feature Posterior Contrasts
Summary Table
Figures
Model 4: Peer Distance Moderation of Social Features (OutDegree == 1)
Model 4: Social Feature Posterior Contrasts
Summary Table
Figures
Rotation Direction (Tracking)
Detector Change
Model fitting
Model diagnostics
Model predictions
Figure
Social Information
Model fitting
Model diagnostics
Model predictions
Figure
FOV Dynamics
FOV Percentages Table
FOV Percentages Plot
Voluntary Payoff Sharing
Sharing actions count
Count Model
Model fitting
Model diagnostics
Model predictions
Condition draws
Count vs Score model
Total Sharing
Total Sharing Model
Model fitting
Model diagnostics
Model predictions
Condition draws
Total Sharing vs Score Model
Sharing Probability: Resource, State, Time, Distance
Model fitting
Model diagnostics
Model predictions
Figure
Statistical Comparisons
Sharing Probability: Resource, Distance
Model fitting
Model diagnostics
Model predictions
Figure
Collective Resource Tracking Statistical Analysis
Tracking Time vs. Tracking Efficiency Combined Plot
