The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Provides functions to estimate the disparities across categories (e.g. Black and white) that persists if a treatment variable (e.g. college) is equalized. Makes estimates by treatment modeling, outcome modeling, and doubly-robust augmented inverse probability weighting estimation, with standard errors calculated by a nonparametric bootstrap. Cross-fitting is supported. Survey weights are supported for point estimation but not for standard error estimation; those applying this package with complex survey samples should consult the data distributor to select an appropriate approach for standard error construction, which may involve calling the functions repeatedly for many sets of replicate weights provided by the data distributor. The methods in this package are described in Lundberg (2021) <doi:10.31235/osf.io/gx4y3>.
Version: | 1.0.2 |
Imports: | stats, mgcv, ranger, glmnet, magrittr, dplyr, forcats, ggplot2, tidyr, foreach, tidyselect, parallel, doParallel |
Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown, spelling |
Published: | 2021-10-11 |
DOI: | 10.32614/CRAN.package.gapclosing |
Author: | Ian Lundberg |
Maintainer: | Ian Lundberg <ianlundberg at ucla.edu> |
BugReports: | https://github.com/ilundberg/gapclosing/issues |
License: | MIT + file LICENSE |
URL: | https://ilundberg.github.io/gapclosing/ |
NeedsCompilation: | no |
Language: | en-US |
Citation: | gapclosing citation info |
Materials: | README |
CRAN checks: | gapclosing results |
Reference manual: | gapclosing.pdf |
Vignettes: |
gapclosing |
Package source: | gapclosing_1.0.2.tar.gz |
Windows binaries: | r-devel: gapclosing_1.0.2.zip, r-release: gapclosing_1.0.2.zip, r-oldrel: gapclosing_1.0.2.zip |
macOS binaries: | r-release (arm64): gapclosing_1.0.2.tgz, r-oldrel (arm64): gapclosing_1.0.2.tgz, r-release (x86_64): gapclosing_1.0.2.tgz, r-oldrel (x86_64): gapclosing_1.0.2.tgz |
Old sources: | gapclosing archive |
Please use the canonical form https://CRAN.R-project.org/package=gapclosing to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.