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rMOST (version 1.0.1)

Estimates Pareto-Optimal Solution for Hiring with 3 Objectives

Description

Estimates Pareto-optimal solution for personnel selection with 3 objectives using Normal Boundary Intersection (NBI) algorithm introduced by Das and Dennis (1998) . Takes predictor intercorrelations and predictor-objective relations as input and generates a series of solutions containing predictor weights as output. Accepts between 3 and 10 selection predictors. Maximum 2 objectives could be adverse impact objectives. Partially modeled after De Corte (2006) TROFSS Fortran program and updated from 'ParetoR' package described in Song et al. (2017) . For details, see Study 3 of Zhang et al. (2023).

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Version

Install

install.packages('rMOST')

Monthly Downloads

177

Version

1.0.1

License

MIT + file LICENSE

Maintainer

Chelsea Song

Last Published

November 8th, 2023

Functions in rMOST (1.0.1)

Weight_Generate_1C_2AIR

Weight_Generate_1C_2AIR
assert_col_vec_2C

assert_col_vec_2C
myCon_eq_3C

myCon_ineq_3C
dimFun_2C_1AIR

dimFun_2C_1AIR
assert_col_vec_1C_1AIR

assert_col_vec_1C_1AIR
myFM_3C

myFM_3C
myFM_2C_1AIR

myFM_2C_1AIR
dimFun_2C

dimFun_2C
assert_col_vec_1C_2AIR

assert_col_vec_1C_2AIR
myCon_eq_2_1C_2AIR

myCon_eq_2_1C_2AIR
Weight_Generate_2C

Weight_Generate_2C
myT_3C

myT_3C
myCon_eq_1_1C_2AIR

myCon_eq_1_1C_2AIR
myFM_2C

myFM_2C
ai_ratio

ai_ratio
myT_1C_2AIR

myT_1C_2AIR
WeightsFun_3C

WeightsFun_3C
dimFun_1C_2AIR

dimFun_1C_2AIR
myCon_eq_1C_2AIR

myCon_eq_1C_2AIR
plotPareto_1C_1AIR

plotPareto_1C_1AIR
myFM_1C_2AIR

myFM_1C_2AIR
myT_1C_1AIR

myT_1C_1AIR
myCon_eq_2C

myCon_eq_2C
combR_3C

combR_3C
myT_2C

myT_2C
myTCon_ineq_1C_2AIR

myTCon_ineq_1C_2AIR
assert_col_vec_2C_1AIR

assert_col_vec_2C_1AIR
combR_2C_1AIR

combR_2C_1AIR
myCon_ineq_1C_2AIR

myCon_ineq_1C_2AIR
myT_2C_1AIR

myT_2C_1AIR
myCon_ineq_1C_1AIR

myFM_1C_1AIR
myTCon_ineq_3C

myTCon_ineq_3C
myCon_ineq_2C

myCon_ineq_2C
myTCon_eq_2_1C_2AIR

myTCon_eq_2_1C_2AIR
myLinCom_2C

myLinCom_2C
myLinCom_2C_1AIR

myLinCom_2C_1AIR
myTCon_eq_3C

myTCon_eq_3C
Weight_Generate_2C_1AIR

Weight_Generate_2C_1AIR
calc_out

calc_out
Weight_Generate_3C

Weight_Generate_3C
assert_col_vec_3C

myCon_ineq_3C
dimFun_3C

dimFun_3C
myCon_ineq_2C_1AIR

myCon_ineq_2C_1AIR
myCon_eq_1C_1AIR

myCon_eq_1C_1AIR
myCon_ineq_3C

myCon_ineq_3C
myLinCom_3C

myLinCom_3C
myFM_1C_1AIR

myFM_1C_1AIR
plotPareto_2C

plotPareto_2C
myLinCom_1C_2AIR

myLinCom_1C_2AIR
myLinCom_1C_1AIR

myLinCom_1C_1AIR
myCon_eq_2C_1AIR

myCon_eq_2C_1AIR
myTCon_eq_2C_1AIR

myTCon_eq_2C_1AIR
myTCon_eq_1C_1AIR

myTCon_eq_1C_1AIR
myTCon_eq_2C

myTCon_eq_2C
rMOST-package

rMOST: Estimates Pareto-Optimal Solution for Hiring with 3 Objectives
myTCon_eq_1_1C_2AIR

myTCon_eq_1_1C_2AIR
myTCon_eq_1C_2AIR

myTCon_eq_1C_2AIR
ParetoR_2C_1AIR

ParetoR_2C_1AIR
NBI_3C

NBI Main Function
NBI_2C_1AIR

NBI Main Function
MOST

MOST
ParetoR_1C_2AIR

ParetoR_1C_2AIR
ParetoR_2C

ParetoR_2C
ParetoR_3C

ParetoR_3C
ParetoR_1C_1AIR

ParetoR_1C_1AIR
NBI_2C

NBI Main Function
WeightsFun_1C_1AIR

WeightsFun_1C_1AIR
NBI_1C_2AIR

NBI Main Function
WeightsFun_2C_1AIR

WeightsFun_2C_1AIR
WeightsFun_2C

WeightsFun_2C
Weight_Generate_1C_1AIR

Weight_Generate_1C_1AIR
WeightsFun_1C_2AIR

WeightsFun_1C_2AIR
NBI_1C_1AIR

NBI Main Function
combR_1C_2AIR

combR_1C_2AIR
combR_1C_1AIR

combR_1C_1AIR
dimFun_1C_1AIR

dimFun_1C_1AIR