CRAN/E | MatchIt

MatchIt

Nonparametric Preprocessing for Parametric Causal Inference

Installation

About

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 .)

Citation MatchIt citation info
kosukeimai.github.io/MatchIt/
github.com/kosukeimai/MatchIt
Bug report File report

Key Metrics

Version 4.5.5
R ≥ 3.5.0
Published 2023-10-13 285 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks MatchIt results

Downloads

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Maintainer

Maintainer

Noah Greifer

Authors

Daniel Ho

aut

Kosuke Imai

aut

Gary King

aut

Elizabeth Stuart

aut

Alex Whitworth

ctb

Noah Greifer

cre / aut

Material

NEWS
Reference manual
Package source

In Views

CausalInference
OfficialStatistics

Vignettes

MatchIt: Getting Started
Assessing Balance
Estimating Effects After Matching
Matching Methods
Matching with Sampling Weights

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MatchIt archive

Depends

R ≥ 3.5.0

Imports

backports ≥ 1.1.9
chk ≥ 0.8.1
rlang ≥ 1.1.0
Rcpp
utils
stats
graphics

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

LinkingTo

Rcpp
RcppProgress

Reverse Depends

CBPS

Reverse Imports

cem
jsmodule
MatchThem
netdiffuseR
psborrow
RCTrep
sitepickR

Reverse Suggests

clarify
cobalt
jointVIP
lmw
marginaleffects
table1
tidysmd