All scripts for analysis of DNPL's 3-armed bandit task
The 'R' directory contains:
bandit_beh_analyses_choice_models.R
Model-free and model-based GLME analyses of choice data.
Imports data from both samples and experiments, prepares for analysis
bandit_beh_analyses_choice_models.R
Model-free and model-based GLME analyses of choice data.
bandit_beh_analyses_rt_models.R
Model-free and model-based LME analyses of decision times data.
The 'data' directory contains de-identified data files, which serve as an inpot to bandit_beh_analyses_choice_models.R
The 'vba' directory contains Matlab code used to implement RL models employing the Variational Bayesian Approach. This code is provided for illustration, and primary data are not included.
The 'qc' directory illustrates quality checks, done in Matlab and provided for illustration.