MatchIt: Nonparametric Preprocessing for Parametric Causal Inference (original) (raw)
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: | 4.6.0 |
|---|---|
| Depends: | R (≥ 3.5.0) |
| Imports: | backports (≥ 1.1.9), chk (≥ 0.8.1), rlang (≥ 1.1.0), Rcpp, utils, stats, graphics, grDevices |
| LinkingTo: | Rcpp, RcppProgress |
| Suggests: | optmatch (≥ 0.10.6), Matching, rgenoud, quickmatch (≥ 0.2.1), nnet, rpart, mgcv, CBPS (≥ 0.17), dbarts (≥ 0.9-28), randomForest (≥ 4.7-1), glmnet (≥ 4.0), gbm (≥ 2.1.7), gurobi, cobalt (≥ 4.2.3), boot, marginaleffects (≥ 0.19.0), sandwich (≥ 2.5-1), survival, RcppProgress (≥ 0.4.2), highs, Rglpk, Rsymphony, knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2024-11-13 |
| DOI: | 10.32614/CRAN.package.MatchIt |
| Author: | Daniel Ho  [aut], Kosuke Imai [aut], Gary King [aut], Elizabeth Stuart [aut], Alex Whitworth [ctb], Noah Greifer [cre, aut] |
| 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:
Downloads:
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:
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