ParetoR_1C_1AIR: ParetoR_1C_1AIR

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

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)

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