Size-adaptive Hypothesis Testing for Fairness on Adult (subgroups)
-0.127Confidence IntervalBayesian CI with uniform prior
Evaluation results
| Method | Links | |
|---|---|---|
| Bayesian CI with uniform priorSubgroup=Black, nS=15222026.06 | -0.127 | |
| Asymptotic normal CISubgroup=Black, nS=15222026.06 | -0.13 | |
| Bootstrapping CISubgroup=Black, nS=15222026.06 | -0.13 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=Black, nS=1522, lambda=0.52026.06 | -0.138 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=Black, nS=1522, lambda=12026.06 | -0.138 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=Black, nS=1522, lambda=22026.06 | -0.138 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=Black, nS=1522, lambda=52026.06 | -0.139 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=A.P.I., Over 65, Male, nS=12, lambda=52026.06 | -0.156 | |
| Bayesian CI with uniform priorSubgroup=White, Over 65, Female, nS=2102026.06 | -0.174 | |
| Bayesian CI with uniform priorSubgroup=A.P.I., Over 65, Male, nS=122026.06 | -0.176 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=White, Over 65, Female, nS=210, lambda=52026.06 | -0.176 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=A.P.I., Over 65, Male, nS=12, lambda=22026.06 | -0.177 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=White, Over 65, Female, nS=210, lambda=22026.06 | -0.177 | |
| Bootstrapping CISubgroup=White, Over 65, Female, nS=2102026.06 | -0.178 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=White, Over 65, Female, nS=210, lambda=0.52026.06 | -0.179 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=White, Over 65, Female, nS=210, lambda=12026.06 | -0.179 | |
| Asymptotic normal CISubgroup=White, Over 65, Female, nS=2102026.06 | -0.182 | |
| Bayesian CI with uniform priorSubgroup=Other, Under 18, Female, nS=22026.06 | -0.19 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=Other, Under 18, Female, nS=2, lambda=52026.06 | -0.195 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=A.P.I., Over 65, Male, nS=12, lambda=0.52026.06 | -0.196 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=A.P.I., Over 65, Male, nS=12, lambda=12026.06 | -0.196 | |
| Bootstrapping CISubgroup=A.P.I., Over 65, Male, nS=122026.06 | -0.203 | |
| Asymptotic normal CISubgroup=Other, Under 18, Female, nS=22026.06 | -0.204 | |
| Bootstrapping CISubgroup=Other, Under 18, Female, nS=22026.06 | -0.204 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=Other, Under 18, Female, nS=2, lambda=22026.06 | -0.228 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=Other, Under 18, Female, nS=2, lambda=12026.06 | -0.236 | |
| Bayesian CI with empirical prior (SAFT)Subgroup=Other, Under 18, Female, nS=2, lambda=0.52026.06 | -0.24 | |
| Asymptotic normal CISubgroup=A.P.I., Over 65, Male, nS=122026.06 | -0.271 |