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Selects matched samples of the original treated and control groups with similar covariate distributions – can be used to match exactly on covariates, to match on propensity scores, or perform a variety of other matching procedures. The package also implements a series of recommendations offered in Ho, Imai, King, and Stuart (2007) <doi:10.1093/pan/mpl013>. (The 'gurobi' package, which is not on CRAN, is optional and comes with an installation of the Gurobi Optimizer, available at <https://www.gurobi.com>.)
Version: | 4.5.5 |
Depends: | R (≥ 3.5.0) |
Imports: | backports (≥ 1.1.9), chk (≥ 0.8.1), rlang (≥ 1.1.0), Rcpp, utils, stats, graphics |
LinkingTo: | Rcpp, RcppProgress |
Suggests: | optmatch (≥ 0.10.6), Matching, rgenoud, quickmatch (≥ 0.2.1), nnet, rpart, mgcv, CBPS (≥ 0.17), dbarts, randomForest (≥ 4.7-1), glmnet (≥ 4.0), gbm (≥ 2.1.7), cobalt (≥ 4.2.3), boot, marginaleffects (≥ 0.11.0), sandwich (≥ 2.5-1), survival, RcppProgress (≥ 0.4.2), highs, Rglpk, Rsymphony, gurobi, knitr, rmarkdown, testthat (≥ 3.0.0) |
Published: | 2023-10-13 |
DOI: | 10.32614/CRAN.package.MatchIt |
Author: | Daniel Ho |
Maintainer: | Noah Greifer <noah.greifer at gmail.com> |
BugReports: | https://github.com/kosukeimai/MatchIt/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://kosukeimai.github.io/MatchIt/, https://github.com/kosukeimai/MatchIt |
NeedsCompilation: | yes |
Citation: | MatchIt citation info |
Materials: | NEWS |
In views: | CausalInference, OfficialStatistics |
CRAN checks: | MatchIt results |
Reference manual: | MatchIt.pdf |
Vignettes: |
MatchIt: Getting Started Assessing Balance Estimating Effects After Matching Matching Methods Matching with Sampling Weights |
Package source: | MatchIt_4.5.5.tar.gz |
Windows binaries: | r-devel: MatchIt_4.5.5.zip, r-release: MatchIt_4.5.5.zip, r-oldrel: MatchIt_4.5.5.zip |
macOS binaries: | r-release (arm64): MatchIt_4.5.5.tgz, r-oldrel (arm64): MatchIt_4.5.5.tgz, r-release (x86_64): MatchIt_4.5.5.tgz, r-oldrel (x86_64): MatchIt_4.5.5.tgz |
Old sources: | MatchIt archive |
Reverse depends: | CBPS |
Reverse imports: | causalBatch, cem, EpiForsk, jsmodule, MatchThem, netdiffuseR, PSAboot, psBayesborrow, psborrow, RCTrep, sitepickR |
Reverse suggests: | clarify, cobalt, jointVIP, lmw, marginaleffects, psborrow2, sim.BA, table1, tidysmd |
Please use the canonical form https://CRAN.R-project.org/package=MatchIt 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.
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