APCEsummary             Summary of APCE
APCEsummaryipw          Summary of APCE for frequentist analysis
AiEvalmcmc              Gibbs sampler for the main analysis
BootstrapAPCEipw        Bootstrap for estimating variance of APCE
BootstrapAPCEipwRE      Bootstrap for estimating variance of APCE with
                        random effects
BootstrapAPCEipwREparallel
                        Bootstrap for estimating variance of APCE with
                        random effects
CalAPCE                 Calculate APCE
CalAPCEipw              Compute APCE using frequentist analysis
CalAPCEipwRE            Compute APCE using frequentist analysis with
                        random effects
CalAPCEparallel         Calculate APCE using parallel computing
CalDIM                  Calculate diff-in-means estimates
CalDIMsubgroup          Calculate diff-in-means estimates
CalDelta                Calculate the delta given the principal stratum
CalFairness             Calculate the principal fairness
CalOptimalDecision      Calculate optimal decision & utility
CalPS                   Calculate the proportion of principal strata
                        (R)
FTAdata                 Interim Dane data with failure to appear (FTA)
                        as an outcome
HearingDate             Interim court event hearing date
NCAdata                 Interim Dane data with new criminal activity
                        (NCA) as an outcome
NVCAdata                Interim Dane data with new violent criminal
                        activity (NVCA) as an outcome
PSAdata                 Interim Dane PSA data
PlotAPCE                Plot APCE
PlotDIMdecisions        Plot diff-in-means estimates
PlotDIMoutcomes         Plot diff-in-means estimates
PlotFairness            Plot the principal fairness
PlotOptimalDecision     Plot optimal decision
PlotPS                  Plot the proportion of principal strata (R)
PlotSpilloverCRT        Plot conditional randomization test
PlotSpilloverCRTpower   Plot power analysis of conditional
                        randomization test
PlotStackedBar          Stacked barplot for the distribution of the
                        decision given psa
PlotStackedBarDMF       Stacked barplot for the distribution of the
                        decision given DMF recommendation
PlotUtilityDiff         Plot utility difference
PlotUtilityDiffCI       Plot utility difference with 95% confidence
                        interval
SpilloverCRT            Conduct conditional randomization test
SpilloverCRTpower       Conduct power analysis of conditional
                        randomization test
TestMonotonicity        Test monotonicity
TestMonotonicityRE      Test monotonicity with random effects
aihuman-package         Experimental Evaluation of Algorithm-Assisted
                        Human Decision-Making
compute_bounds_aipw     Compute Risk (AI v. Human)
compute_nuisance_functions
                        Fit outcome/decision and propensity score
                        models
compute_nuisance_functions_ai
                        Fit outcome/decision and propensity score
                        models conditioning on the AI recommendation
compute_stats           Compute Risk (Human+AI v. Human)
compute_stats_agreement
                        Agreement of Human and AI Decision Makers
compute_stats_aipw      Compute Risk (Human+AI v. Human)
compute_stats_subgroup
                        Compute Risk (Human+AI v. Human) for a Subgroup
                        Defined by AI Recommendation
crossfit                Crossfitting for nuisance functions
g_legend                Pulling ggplot legend
hearingdate_synth       Synthetic court event hearing date
plot_agreement          Visualize Agreement
plot_diff_ai_aipw       Visualize Difference in Risk (AI v. Human)
plot_diff_human         Visualize Difference in Risk (Human+AI v.
                        Human)
plot_diff_human_aipw    Visualize Difference in Risk (Human+AI v.
                        Human)
plot_diff_subgroup      Visualize Difference in Risk (Human+AI v.
                        Human) for a Subgroup Defined by AI
                        Recommendation
plot_preference         Visualize Preference
psa_synth               Synthetic PSA data
synth                   Synthetic data
table_agreement         Table of Agreement
