Package: cdgd 1.0.1.9000

cdgd: Causal Decomposition of Group Disparities

Estimates the causal decompositions of group disparities developed by Yu and Elwert (2025) <doi:10.1214/24-AOAS1990>. For the nuisance functions of the estimators, we provide both parametric and nonparametric options, as well as manual options in case the default models are not satisfying.

Authors:Ang Yu [aut, cre, cph]

cdgd_1.0.1.9000.tar.gz
cdgd_1.0.1.9000.zip(r-4.7-any)cdgd_1.0.1.9000.zip(r-4.6-any)cdgd_1.0.1.9000.zip(r-4.5-any)
cdgd_1.0.1.9000.tgz(r-4.6-any)cdgd_1.0.1.9000.tgz(r-4.5-any)
cdgd_1.0.1.9000.tar.gz(r-4.7-any)cdgd_1.0.1.9000.tar.gz(r-4.6-any)
cdgd_1.0.1.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
cdgd/json (API)

# 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

Datasets:

On CRAN:

Conda:

3.00 score 2 stars 4 scripts 281 downloads 6 exports 73 dependencies

Last updated from:410cd93f39. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK152
source / vignettesOK178
linux-releaseOK137
macos-releaseOK100
macos-oldrelOK108
windows-develOK73
windows-releaseOK63
windows-oldrelOK72
wasm-releaseOK114

Exports:cdgd0_manualcdgd0_mlcdgd0_pacdgd1_manualcdgd1_mlcdgd1_pa

Dependencies:caretclasscliclockcodetoolscpp11data.tablediagramdigestdplyre1071farverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixModelMetricsnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcpprecipesreshape2rlangrpartS7scalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr