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revisiting-the-comparator

This is the repository for the working paper Mutatis Mutandis: Revisiting the Comparator in Discrimination Testing.

We use both R and Python. For implementing the experiments in Section 4, use the law school dataset in data/. The scripts are in src/. Before running the discrimination tools via run_exp_, first create the counterfactual dataset via gen_cf_, which is stored in data/. In any case, we already provide both datasets. Use analysis_ for obtaining the figures. Under the current setup, the RStan models are not required.

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  • Jupyter Notebook 69.4%
  • Python 20.2%
  • R 9.4%
  • Stan 1.0%