ParetoR_2C_1AIR {rMOST} | R Documentation |
Command function to optimize 2 non-adverse impact objectives and 1 adverse impact objective via NBI algorithm
ParetoR_2C_1AIR(Rx, Rxy1, Rxy2, sr, prop1, d1, Spac = 10)
Rx |
Matrix with intercorrelations among predictors |
Rxy1 |
Vector with correlation between each predictor and non-adverse impact objective 1 |
Rxy2 |
Vector with correlation between each predictor and non-adverse impact objective 2 |
sr |
Selection ratio in full applicant pool |
prop1 |
Proportion of minority applicants in full applicant pool |
d1 |
Subgroup difference; standardized mean differences between minority and majority subgroups on each predictor in full applicant pool |
Spac |
Number of Pareto points |
out Pareto-Optimal solution with objective outcome values (Criterion) and predictor weights (ParetoWeights)