The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
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[@]metanet.ch.
Provides a weighting approach that employs kernels to make one group have a similar distribution to another group on covariates. This method matches not only means or marginal distributions but also higher-order transformations implied by the choice of kernel. 'kbal' is applicable to both treatment effect estimation and survey reweighting problems. Based on Hazlett, C. (2020) "Kernel Balancing: A flexible non-parametric weighting procedure for estimating causal effects." Statistica Sinica. <https://www.researchgate.net/publication/299013953_Kernel_Balancing_A_flexible_non-parametric_weighting_procedure_for_estimating_causal_effects/stats>.
Version: | 0.1.1 |
Depends: | R (≥ 3.5.0) |
Imports: | Rcpp (≥ 0.11.0), RcppParallel (≥ 4.4.4), dplyr, RSpectra |
LinkingTo: | Rcpp, RcppParallel |
Published: | 2024-10-16 |
DOI: | 10.32614/CRAN.package.kbal |
Author: | Chad Hazlett [aut, cph], Ciara Sterbenz [aut], Erin Hartman [ctb], Alex Kravetz [ctb], Borna Bateni [aut, cre] |
Maintainer: | Borna Bateni <borna at ucla.edu> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://github.com/chadhazlett/kbal |
NeedsCompilation: | yes |
Materials: | NEWS |
CRAN checks: | kbal results |
Reference manual: | kbal.pdf |
Package source: | kbal_0.1.1.tar.gz |
Windows binaries: | r-devel: kbal_0.1.1.zip, r-release: kbal_0.1.1.zip, r-oldrel: kbal_0.1.1.zip |
macOS binaries: | r-release (arm64): kbal_0.1.1.tgz, r-oldrel (arm64): kbal_0.1.1.tgz, r-release (x86_64): kbal_0.1.1.tgz, r-oldrel (x86_64): kbal_0.1.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=kbal 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.