ParetoR_2C_1AIR: ParetoR_2C_1AIR

In rMOST: Estimates Pareto-Optimal Solution for Hiring with 3 Objectives

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)

rMOST documentation built on Nov. 9, 2023, 1:08 a.m.