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Distance based bipartite matching using minimum cost flow, oriented to matching of treatment and control groups in observational studies ('Hansen' and 'Klopfer' 2006 <doi:10.1198/106186006X137047>). Routines are provided to generate distances from generalised linear models (propensity score matching), formulas giving variables on which to limit matched distances, stratified or exact matching directives, or calipers, alone or in combination.
| Version: | 0.10.8 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp, dplyr, stats, tibble, methods, graphics, rlemon |
| LinkingTo: | Rcpp |
| Suggests: | RItools, boot, biglm, survey, testthat (≥ 0.11.0), roxygen2, brglm, arm, knitr, rmarkdown, markdown, pander, xtable, rrelaxiv, magrittr |
| Enhances: | CBPS, haven |
| Published: | 2024-09-19 |
| DOI: | 10.32614/CRAN.package.optmatch |
| Author: | Ben Hansen [aut], Mark Fredrickson [aut], Josh Errickson [cre, aut], Josh Buckner [aut], Adam Rauh [ctb] |
| Maintainer: | Josh Errickson <jerrick at umich.edu> |
| BugReports: | https://github.com/markmfredrickson/optmatch/issues |
| License: | MIT + file LICENSE |
| URL: | http://optmat.ch, https://github.com/markmfredrickson/optmatch |
| NeedsCompilation: | yes |
| Additional_repositories: | https://errickson.net/rrelaxiv |
| Citation: | optmatch citation info |
| Materials: | NEWS |
| In views: | CausalInference, Optimization |
| CRAN checks: | optmatch results |
| Reference manual: | optmatch.pdf |
| Vignettes: |
Matching with Optmatch (source, R code) Using Optmatch with Foreign Software (source, R code) Matching within subgroups (source, R code) |
| Package source: | optmatch_0.10.8.tar.gz |
| Windows binaries: | r-devel: optmatch_0.10.8.zip, r-release: optmatch_0.10.8.zip, r-oldrel: optmatch_0.10.8.zip |
| macOS binaries: | r-release (arm64): optmatch_0.10.8.tgz, r-oldrel (arm64): optmatch_0.10.8.tgz, r-release (x86_64): optmatch_0.10.8.tgz, r-oldrel (x86_64): optmatch_0.10.8.tgz |
| Old sources: | optmatch archive |
| Reverse depends: | triplesmatch |
| Reverse imports: | MultiObjMatch, psBayesborrow |
| Reverse suggests: | approxmatch, bigmatch, cobalt, DiPs, DOS, DOS2, htetree, jointVIP, marginaleffects, MatchIt, matchMulti, PCAmatchR, rcbalance, rcbsubset, stratamatch |
| Reverse enhances: | RItools |
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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.