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Package implements entropy balancing, a data preprocessing procedure described in Hainmueller (2008, <doi:10.1093/pan/mpr025>) that allows users to reweight a dataset such that the covariate distributions in the reweighted data satisfy a set of user specified moment conditions. This can be useful to create balanced samples in observational studies with a binary treatment where the control group data can be reweighted to match the covariate moments in the treatment group. Entropy balancing can also be used to reweight a survey sample to known characteristics from a target population.
| Version: | 0.1-8 |
| Depends: | methods |
| Published: | 2022-06-09 |
| DOI: | 10.32614/CRAN.package.ebal |
| Author: | Jens Hainmueller |
| Maintainer: | Jens Hainmueller <jhain at stanford.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://web.stanford.edu/~jhain/ |
| NeedsCompilation: | no |
| In views: | CausalInference |
| CRAN checks: | ebal results |
| Reference manual: | ebal.pdf |
| Package source: | ebal_0.1-8.tar.gz |
| Windows binaries: | r-devel: ebal_0.1-8.zip, r-release: ebal_0.1-8.zip, r-oldrel: ebal_0.1-8.zip |
| macOS binaries: | r-release (arm64): ebal_0.1-8.tgz, r-oldrel (arm64): ebal_0.1-8.tgz, r-release (x86_64): ebal_0.1-8.tgz, r-oldrel (x86_64): ebal_0.1-8.tgz |
| Old sources: | ebal archive |
| Reverse imports: | jointCalib |
| Reverse suggests: | cobalt, hbal, missDiag, rbw |
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