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:
4.7.2
Depends:
R (≥ 3.6.0)
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年05月30日
Maintainer:
Noah Greifer <noah.greifer at gmail.com>
NeedsCompilation:
yes
Documentation:
Downloads:
Reverse dependencies:
Reverse imports:
calms,
causalBatch,
cem,
debiasedTrialEmulation,
EpiForsk,
jsmodule,
MatchThem,
netdiffuseR,
PSAboot,
psBayesborrow,
psborrow,
RCTrep,
sitepickR,
vaccineff
Reverse suggests:
clarify,
cobalt,
jointVIP,
lmw,
marginaleffects,
mccount,
multilevelPSA,
nullranges,
psborrow2,
sim.BA,
table1,
tidysmd
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