ParetoR_1C_2AIR {rMOST}

ParetoR_1C_2AIR

Description

Command function to optimize 1 non-adverse impact objective and 2 adverse impact objectives via NBI algorithm

Usage

ParetoR_1C_2AIR(sr, prop1, prop2, Rx, Rxy1, d1, d2, Spac = 10)

Arguments

sr

Selection ratio in the full applicant pool

prop1

Proportion of minority1 applicants in the full applicant pool

prop2

Proportion of minority2 applicants in the full applicant pool

Rx

Matrix with intercorrelations among predictors

Rxy1

Vector with correlation between each predictor and the non-adverse impact objective

d1

Subgroup difference 1; standardized mean differences between minority1 and majority subgroups on each predictor in full applicant pool

d2

Subgroup difference 2; standardized mean differences between minority2 and majority subgroups on each predictor in full applicant pool

Spac

Number of solutions

Value

out Pareto-Optimal solution with objective outcome values (Criterion) and predictor weights (ParetoWeights)