Utility Analysis Methods for Personnel Selection
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Documentation for package ‘personnelSelectionUtility’ version 1.0.2
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| adverse_impact_ratio | Adverse-impact ratio by group |
| argument_glossary | Argument naming glossary |
| auc_to_d_equal_variance | Convert AUC to Cohen's d under the equal-variance binormal model |
| auc_to_point_biserial | Convert AUC to a point-biserial correlation |
| auc_to_rank_biserial | Convert AUC to a rank-biserial correlation |
| bcg_utility | Brogden-Cronbach-Gleser utility |
| boudreau_utility | Boudreau-style discounted utility |
| break_even_validity | Break-even validity for BCG utility |
| coefficient_of_determination | Coefficient of determination |
| compare_selection_systems | Compare compensatory and conjunctive multiple-hurdle selection systems |
| compare_selection_systems_staged | Compare compensatory and staged multiple-hurdle selection systems |
| compensatory_selection | Expected performance under compensatory top-down selection |
| composite_d | Composite effect size for a weighted predictor battery |
| correct_r_direct_range_restriction | Direct range-restriction correction for selection on the predictor |
| correct_r_lawley | Multivariate range-restriction correction (Lawley, 1943) |
| cor_to_d | Convert a correlation to Cohen's d |
| disattenuate_correlation | Disattenuated correlation (Spearman, 1904) |
| dominance_analysis | Dominance analysis for predictor importance |
| d_to_cor | Convert Cohen's d to a correlation |
| d_to_point_biserial | Convert Cohen's d to a point-biserial correlation |
| employee_flow | Compute employee flows across periods |
| forecasting_efficiency | Forecasting efficiency |
| fuse_composite_cor | Correlation matrix between several weighted composites |
| fuse_reliability | Reliability of a weighted composite (Mosier, 1943; Lord & Novick, 1968) |
| fuse_validity | Correlation of a weighted composite with an external variable |
| group_tr_multivariate | Multigroup multivariate Taylor-Russell summaries |
| incremental_validity | Incremental validity for adding predictors to an existing system |
| inflation_adjusted_rate | Combine nominal discount and inflation rates |
| model_taxonomy | Utility-analysis model taxonomy |
| multiattribute_utility | Multi-attribute utility |
| multiple_hurdle_selection | Simulate conjunctive multiple-hurdle selection |
| multiple_hurdle_selection_staged | Simulate staged multiple-hurdle selection with composite stages |
| naylor_shine | Naylor-Shine expected criterion gain |
| offer_rejection_adjustment | Offer-rejection adjustment for selection utility (Murphy, 1986) |
| pareto_frontier | Pareto frontier indicator |
| probation_adjustment | Expected standardized performance after a probation cutoff |
| probation_utility | Utility with a probation-period survivor adjustment |
| relative_weights | Johnson relative weights for one criterion |
| restricted_canonical_validity | Restricted canonical validity for a fixed criterion composite |
| risk_adjusted_utility | Risk-adjusted utility |
| sdy_cost_accounting | SDy from cost-accounting data |
| sdy_crepid | SDy from a simplified CREPID-style activity decomposition |
| sdy_observed | Observed SDy from monetary criterion data |
| sdy_percentile | Estimate SDy from percentile judgments |
| sdy_proportional | Estimate SDy with proportional rules |
| sdy_rbn | Estimate SDy with a coefficient-of-variation approach |
| sdy_superior_equivalents | SDy from superior-equivalents judgments |
| selected_mean_z | Expected standardized predictor score among selected applicants |
| selection_table | Selection table and classification metrics |
| selection_utility_from_z | Selection utility from expected standardized criterion performance |
| sensitivity_grid | Sensitivity grid for BCG utility |
| shp_utility | Schmidt-Hunter-Pearlman intervention utility |
| sturman_comprehensive | Sturman's (2001) comprehensive utility analysis |
| tr_binomial_success_probability | Binomial sampling probabilities for Taylor-Russell success rates |
| tr_classic | Taylor-Russell utility for one predictor |
| tr_multivariate | Multivariate Taylor-Russell utility for conjunctive multiple-hurdle selection |
| tr_multivariate_equal_cutoff | Solve equal marginal cutoffs for a target joint selection ratio |
| tr_solve | Solve one Taylor-Russell parameter from the other three |
| utility_fairness_frontier | Utility-fairness Pareto frontier |
| utility_monte_carlo | Monte Carlo uncertainty propagation for BCG utility |
| utility_regression_diagnostics | Basic utility-analysis regression diagnostics |