MatchIt: Nonparametric Preprocessing for Parametric Causal Inference
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 |
Documentation:
| Reference manual: | MatchIt.pdf |
| Vignettes: |
MatchIt: Getting Started Assessing Balance Estimating Effects After Matching Matching Methods Matching with Sampling Weights |
Downloads:
| 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 dependencies:
| 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 |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=MatchIt to link to this page.