WCST_behavioral_model_and_analysis

Project co-developed with Jeong-Woo Kim and Yue Liu

SSM package

ssm package modified from original source here: https://github.com/lindermanlab/ssm

Installation direction

git clone https://github.com/lindermanlab/ssm
cd ssm
pip install numpy cython
pip install -e .

fitModel.py

• fits HLM-GLM model to data in rawData/inputs/
• writes saved model to rawData/modelSaves/

analyzeFits.py

• runs all analysis (choice and transition probabilities, category analysis, inter-species performance comparison)
• writes results to analysis/

predictObject.ipynb

• reads files from rawData/forObjectPred/ and analysis/ (created by analyzeFits.py)
• processes, statistically tests and visualizes results

Fig<1-7>.ipynb

• reads files from analysis/
• processes, statistically tests and visualizes results
• saves figures in .eps format to figures/