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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 |
DOI: | 10.32614/CRAN.package.DiPs |
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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These binaries (installable software) and packages are in development.
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