Compute Highest-Density Interval
Two-Arm Bandit Task
Delay Discounting Task
Choice Reaction Time task, drift diffusion modeling
4-armed bandit task
4-armed bandit task
Choice Reaction Time task, linear ballistic accumulator modeling
Choice Reaction Time task, linear ballistic accumulator modeling
Delay Discounting Task (Ebert & Prelec, 2007)
Delay Discounting Task (Ebert & Prelec, 2007)
Function to estimate mode of MCMC samples
Extract Model Comparison Estimates
Choice Reaction Time task, drift diffusion modeling
Iowa Gambling Task
Iowa Gambling Task (Ahn et al., 2008)
Orthogonalized Go/Nogo Task
Orthogonalized Go/Nogo Task
Plots highest density interval (HDI) from (MCMC) samples and prints HDI in the R console. HDI is indicated by a red line.
Orthogonalized Go/Nogo Task
Hierarchical Bayesian Modeling of Decision-Making Tasks
Norm-Training Ultimatum Game
Norm-Training Ultimatum Game
Orthogonalized Go/Nogo Task
General Purpose Plotting for hBayesDM. This function plots hyper parameters.
Plots the histogram of MCMC samples.
Probabilistic Reversal Learning Task
Delay Discounting Task
Delay Discounting Task
Print model-fits (mean LOOIC and WAIC values) of hBayesDM Models
Probabilistic Reversal Learning Task
Probabilistic Reversal Learning Task (Glascher et al, 2009), multiple blocks per subject
Plots individual posterior distributions, using the stan_plot function of the rstan package
Risk Aversion Task
Risk Aversion Task
Iowa Gambling Task
Function to plot multiple figures
Probabilistic Reversal Learning Task
Probabilistic Reversal Learning Task, multiple blocks per subject
Risk Aversion Task
Function for extracting Rhat values from an hBayesDM object