ParetoR_2C_1AIR {rMOST}

ParetoR_2C_1AIR

Description

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

Usage

ParetoR_2C_1AIR(Rx, Rxy1, Rxy2, sr, prop1, d1, Spac = 10)

Arguments

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

Value

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