Package: cdgd 0.3.5
cdgd: Causal Decomposition of Group Disparities
The framework of causal decomposition of group disparities developed by Yu and Elwert (2023) <doi:10.48550/arXiv.2306.16591>. This package implements the decomposition estimators that are based on efficient influence functions. For the nuisance functions of the estimators, both parametric and nonparametric options are provided, as well as manual options in case the default models are not satisfying.
Authors:
cdgd_0.3.5.tar.gz
cdgd_0.3.5.zip(r-4.5)cdgd_0.3.5.zip(r-4.4)cdgd_0.3.5.zip(r-4.3)
cdgd_0.3.5.tgz(r-4.4-any)cdgd_0.3.5.tgz(r-4.3-any)
cdgd_0.3.5.tar.gz(r-4.5-noble)cdgd_0.3.5.tar.gz(r-4.4-noble)
cdgd_0.3.5.tgz(r-4.4-emscripten)cdgd_0.3.5.tgz(r-4.3-emscripten)
cdgd.pdf |cdgd.html✨
cdgd/json (API)
NEWS
| # Install 'cdgd' in R: |
| install.packages('cdgd', repos = c('https://ang-yu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ang-yu/cdgd/issues
- exp_data - Simulated example data
Last updated 3 months agofrom:5be1bf7abb. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | OK | Oct 31 2024 |
| R-4.5-linux | OK | Oct 31 2024 |
| R-4.4-win | OK | Oct 31 2024 |
| R-4.4-mac | OK | Oct 31 2024 |
| R-4.3-win | OK | Oct 31 2024 |
| R-4.3-mac | OK | Oct 31 2024 |
Exports:cdgd0_manualcdgd0_mlcdgd0_pacdgd1_manualcdgd1_mlcdgd1_pa
Dependencies:caretclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcpprecipesreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr
