From: Quantifying and reducing inequity in average treatment effect estimation
Group | Sample representation | Original estimates | RATE-opt representation | RATE-opt estimates |
---|---|---|---|---|
NVG | 30.9% | -0.21 (-0.34 to -0.07) | 72.4% | -0.12 (-0.22 to -0.02) |
VG | 19.5% | 0.02 (-0.15 to 0.18) | 63.3% | 0.02 (-0.09 to 0.12) |
NVB | 26.9% | 0.04 (-0.09 to 0.17) | 73.2% | 0.03 (-0.07 to 0.13) |
VB | 22.7% | 0.26 (0.09 to 0.44) | 60.5% | 0.14 (0.03 to 0.25) |