delay-discounting-analysis

This is the documentation for the Bayesian hierarchical analysis package. This code is associated with the paper:

Vincent, B. T. (2016) Hierarchical Bayesian estimation and hypothesis testing for delay discounting tasks, Behavior Research Methods. 48(4), 1608-1620. doi:10.3758/s13428-015-0672-2

Documentation

Tutorials

• Run the demo code
• Model comparison

How to

• Install the toolbox
• Store raw data
• Change the priors
• Conduct inference
• Checking the inference
• Plot things
• Export figures
• Data vetting

Reference

• Discount functions available
• Parameter estimation options

Discussion

• Psychometric link function
• Hyperpriors / parameter pooling
• Level of parameter pooling
• Counterintuitive aspects of model complexity
• Hypothesis testing