ParetoR_1C_1AIR {rMOST}R Documentation

ParetoR_1C_1AIR

Description

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

Usage

ParetoR_1C_1AIR(Rx, Rxy1, sr, prop1, d1, Spac = 10, graph = FALSE)

Arguments

Rx

Matrix with intercorrelations among predictors

Rxy1

Vector with correlation between each predictor and criterion 1

sr

Selection ratio in the 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 solutions

graph

If TRUE, plots will be generated for Pareto-optimal curve and predictor Weights_1C_1AIR

Value

out Pareto-Optimal solution with objective outcome values (Criterion) and predictor Weights_1C_1AIR (ParetoWeights)


[Package rMOST version 1.0.1 Index]