aihuman-package |
Experimental Evaluation of Algorithm-Assisted Human Decision-Making |
AiEvalmcmc |
Gibbs sampler for the main analysis |
aihuman |
Experimental Evaluation of Algorithm-Assisted Human Decision-Making |
APCEsummary |
Summary of APCE |
APCEsummaryipw |
Summary of APCE for frequentist 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 |
CalDelta |
Calculate the delta given the principal stratum |
CalDIM |
Calculate diff-in-means estimates |
CalDIMsubgroup |
Calculate diff-in-means estimates |
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 |
g_legend |
Pulling ggplot legend |
HearingDate |
Interim court event hearing date |
hearingdate_synth |
Synthetic 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 |
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 |
PSAdata |
Interim Dane PSA data |
psa_synth |
Synthetic PSA data |
SpilloverCRT |
Conduct conditional randomization test |
SpilloverCRTpower |
Conduct power analysis of conditional randomization test |
synth |
Synthetic data |
TestMonotonicity |
Test monotonicity |
TestMonotonicityRE |
Test monotonicity with random effects |