Package: aihuman 0.1.0
Sooahn Shin
aihuman: Experimental Evaluation of Algorithm-Assisted Human Decision-Making
Provides statistical methods for analyzing experimental evaluation of the causal impacts of algorithmic recommendations on human decisions developed by Imai, Jiang, Greiner, Halen, and Shin (2023) <doi:10.1093/jrsssa/qnad010>. The data used for this paper, and made available here, are interim, based on only half of the observations in the study and (for those observations) only half of the study follow-up period. We use them only to illustrate methods, not to draw substantive conclusions.
Authors:
aihuman_0.1.0.tar.gz
aihuman_0.1.0.tar.gz(r-4.5-noble)aihuman_0.1.0.tar.gz(r-4.4-noble)
aihuman_0.1.0.tgz(r-4.4-emscripten)aihuman_0.1.0.tgz(r-4.3-emscripten)
aihuman.pdf |aihuman.html✨
aihuman/json (API)
NEWS
| # Install 'aihuman' in R: |
| install.packages('aihuman', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/sooahnshin/aihuman/issues
- 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
- hearingdate_synth - Synthetic court event hearing date
- psa_synth - Synthetic PSA data
- synth - Synthetic data
Last updated 2 years agofrom:2e032ada09. Checks:OK: 1 NOTE: 1. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 28 2024 |
| R-4.5-linux-x86_64 | NOTE | Dec 28 2024 |
Exports:AiEvalmcmcAPCEsummaryAPCEsummaryipwBootstrapAPCEipwBootstrapAPCEipwREBootstrapAPCEipwREparallelCalAPCECalAPCEipwCalAPCEipwRECalAPCEparallelCalDeltaCalDIMCalDIMsubgroupCalFairnessCalOptimalDecisionCalPSg_legendPlotAPCEPlotDIMdecisionsPlotDIMoutcomesPlotFairnessPlotOptimalDecisionPlotPSPlotSpilloverCRTPlotSpilloverCRTpowerPlotStackedBarPlotStackedBarDMFPlotUtilityDiffPlotUtilityDiffCISpilloverCRTSpilloverCRTpowerTestMonotonicityTestMonotonicityRE
Dependencies:abindbackportsbootcachemcheckmateclassclassIntclicodacodetoolscolorspacecpp11data.tableDBIdigestdoParalleldplyre1071fansifarverfastmapforeachFormulaformula.toolsgenericsggplot2gluegtableisobanditeratorsKernSmoothlabelinglatticelifecyclelme4lubridatemagrittrMASSMatrixmemoisemetRmgcvminqamunsellnlmenloptroperator.toolspillarpkgconfigplyrproxypurrrR6RColorBrewerRcppRcppArmadilloRcppEigenrlangs2scalessfstringistringrtibbletidyrtidyselecttimechangeunitsutf8vctrsviridisLitewithrwk
