stancon2018

This repo contains code to reproduce sections of the analysis in the paper, "The Problem of Infra-marginality in Outcome Tests for Discrimination" by Camelia Simoiu, Sam Corbett-Davies, and Sharad Goel.

The code uses a computationally faster version of the "threshold test" introduced in the paper above, presented in "Fast Threshold Tests for Detecting Discrimination" by Emma Pierson, Sam Corbett-Davies, and Sharad Goel.