calculate_perf_AI: calculate_perf_AI

In Diversity-ParetoOptimal/ParetoR: Estimates Pareto-Optimal solution for diversity hiring

calculate_perf_AI

Description

Function for calculating job performance criterion validity and adverse impact ratio (AI ratio) using predictor weights

Usage

calculate_perf_AI(data, weight, prop, sr)

Arguments

data	input data (matrix), which consists of predictor scores, performance score (column label: "Perf") and race dummy variable (column label: "Race_dummy")
weight	predictor weights
prop	proportion of minority applicants = (number of minority applicants)/(number of all applicants)
sr	selection ratio = (number of hires) / (number of applicants)

Value

Perf job performance criterion validity (i.e., correlation between job performance score and predictor weighted composite score)

AI adverse impact ratio

Diversity-ParetoOptimal/ParetoR documentation built on Feb. 9, 2024, 1:06 a.m.