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 |