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Improves the balance of optimal matching with near-fine balance by giving penalties on the unbalanced covariates with the unbalanced directions. Many directional penalties can also be viewed as Lagrange multipliers, pushing a matched sample in the direction of satisfying a linear constraint that would not be satisfied without penalization. Yu and Rosenbaum (2019) <doi:10.1111/biom.13098>.
| Version: | 0.6.4 |
| Imports: | stats, plyr, mvnfast, methods, rlemon |
| Suggests: | optmatch, rrelaxiv |
| Published: | 2022-08-07 |
| Author: | Ruoqi Yu |
| Maintainer: | Ruoqi Yu <ruoqiyu125 at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Additional_repositories: | https://errickson.net/rrelaxiv/ |
| In views: | CausalInference |
| CRAN checks: | DiPs results |
| Reference manual: | DiPs.pdf |
| Package source: | DiPs_0.6.4.tar.gz |
| Windows binaries: | r-devel: DiPs_0.6.4.zip, r-release: DiPs_0.6.4.zip, r-oldrel: DiPs_0.6.4.zip |
| macOS binaries: | r-release (arm64): DiPs_0.6.4.tgz, r-oldrel (arm64): DiPs_0.6.4.tgz, r-release (x86_64): DiPs_0.6.4.tgz, r-oldrel (x86_64): DiPs_0.6.4.tgz |
| Old sources: | DiPs archive |
| Reverse suggests: | DOS2 |
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