Data Analysis¶
Data Processing¶
The data preprocessing notebook contains the code for:
- Import data from dropbox
- Add columns for analysis
- Clean data
- Remove poor accuracy subjects
- Remove really long duration trials
Note
This is a Jupyter notebook. However it is using an R kernel. It is best viewed using Jupyter Lab.
Behavioral¶
The behavioral analysis notebook contains the code for:
- Basic Psychometrics
- RT
- Fixations
- P(accept) offer
- Performance
- Attention
- First Fixation
- First Multiplier
- Middle Fixation
- Final Fixation
- Multiplier Difference
- Multiplier weighting
- Choice ~ Attention & Value
Note
This is a Jupyter notebook. However it is using an R kernel. It is best viewed using Jupyter Lab.
DDM¶
A number of versions of an attentional drift diffusion model (aDDM) were simulated and fit to the data.
Versions¶
The versions that have been iterated through, and their fits, can be viewed via this Jupyter notebook [add notebook].
The data from these simulations lives [update location]
Note that all simulations were run using SciNet.