Data and replication code for Jung et al. (2023) "Mitigating Included- and Omitted-Variable Bias in Estimates of Disparate Impact".
For reproducibility, these replication materials use the
groundhog
package, which can be installed from CRAN:
install.packages("groundhog")
set.groundhog.folder("/path/to/folder/")
To recreate all analyses in the paper, simply run
make all N_THREADS=$N_THREADS
where $N_THREADS
is the number of threads you wish to use to run the code in
parallel. This code requires around 8 hours of wall-clock time to run with 32
Intel "Cascade Lake" CPUs. (This does not include groundhog
installation
time the first time these scripts are run.)