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.

DiPs: Directional Penalties for Optimal Matching in Observational Studies

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

Documentation:

Reference manual: DiPs.pdf

Downloads:

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 dependencies:

Reverse suggests: DOS2

Linking:

Please use the canonical form https://CRAN.R-project.org/package=DiPs 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.