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Tools for large, sparse optimal matching of treated units and control units in observational studies. Provisions are made for refined covariate balance constraints, which include fine and near-fine balance as special cases. Matches are optimal in the sense that they are computed as solutions to network optimization problems rather than greedy algorithms. See Pimentel, et al.(2015) <doi:10.1080/01621459.2014.997879> and Pimentel (2016), Obs. Studies 2(1):4-23. The rrelaxiv package, which provides an alternative solver for the underlying network flow problems, carries an academic license and is not available on CRAN, but may be downloaded from Github at <https://github.com/josherrickson/rrelaxiv/>.
| Version: | 1.8.8 |
| Depends: | R (≥ 3.2.0), MASS, plyr |
| Imports: | rlemon |
| Suggests: | optmatch, testthat, rrelaxiv |
| Published: | 2022-03-25 |
| DOI: | 10.32614/CRAN.package.rcbalance |
| Author: | Samuel D. Pimentel |
| Maintainer: | Samuel D. Pimentel <spi at berkeley.edu> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Additional_repositories: | https://errickson.net/rrelaxiv/ |
| In views: | CausalInference |
| CRAN checks: | rcbalance results |
| Reference manual: | rcbalance.pdf |
| Package source: | rcbalance_1.8.8.tar.gz |
| Windows binaries: | r-devel: rcbalance_1.8.8.zip, r-release: rcbalance_1.8.8.zip, r-oldrel: rcbalance_1.8.8.zip |
| macOS binaries: | r-release (arm64): rcbalance_1.8.8.tgz, r-oldrel (arm64): rcbalance_1.8.8.tgz, r-release (x86_64): rcbalance_1.8.8.tgz, r-oldrel (x86_64): rcbalance_1.8.8.tgz |
| Old sources: | rcbalance archive |
| Reverse depends: | triplesmatch |
| Reverse imports: | bigmatch, iTOS, MultiObjMatch, rcbsubset, tightenBlock |
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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.