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: 4.7.2 Depends: R (≥ 3.6.0) Imports: backports (≥ 1.1.9), chk (≥ 0.10.0), 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), cobalt (≥ 4.2.3), boot, marginaleffects (≥ 0.25.0), sandwich (≥ 2.5-1), survival, RcppProgress (≥ 0.4.2), highs, Rglpk, Rsymphony, gurobi, knitr, rmarkdown, testthat (≥ 3.0.0) Published: 2025-05-30 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, SAMprior Reverse imports: causalBatch, cem, debiasedTrialEmulation, EpiForsk, jsmodule, MatchThem, netdiffuseR, PSAboot, psBayesborrow, psborrow, RCTrep, sitepickR, vaccineff Reverse suggests: clarify, cobalt, jointVIP, lmw, marginaleffects, multilevelPSA, nullranges, psborrow2, sim.BA, table1, tidysmd Linking:Please use the canonical form https://CRAN.R-project.org/package=MatchIt to link to this page.
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