MatchIt: Nonparametric Preprocessing for Parametric Casual 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>.

AuthorDaniel Ho <daniel.e.ho@gmail.com>, Kosuke Imai <kimai@Princeton.Edu>, Gary King <king@harvard.edu>, Elizabeth Stuart <stuart@stat.harvard.edu>
Date of publication2017-02-22 14:13:05
MaintainerKosuke Imai <kimai@Princeton.Edu>
LicenseGPL (>= 2)
Version2.4-22
http://gking.harvard.edu/matchit

View on CRAN

Files

MatchIt
MatchIt/inst
MatchIt/inst/CITATION
MatchIt/inst/doc
MatchIt/inst/doc/matchit.pdf
MatchIt/inst/doc/matchit.pdf.asis
MatchIt/NAMESPACE
MatchIt/demo
MatchIt/demo/genetic.R
MatchIt/demo/match.data.R
MatchIt/demo/analysis.R
MatchIt/demo/exact.R
MatchIt/demo/nearest.R
MatchIt/demo/00Index
MatchIt/demo/cem.R
MatchIt/demo/subclass.R
MatchIt/demo/full.R
MatchIt/demo/optimal.R
MatchIt/data
MatchIt/data/lalonde.tab.gz
MatchIt/R
MatchIt/R/matchit2exact.R MatchIt/R/weights.subclass.R MatchIt/R/matchit2cem.R MatchIt/R/eqqplot.R MatchIt/R/print.summary.matchit.subclass.R MatchIt/R/print.matchit.full.R MatchIt/R/summary.matchit.R MatchIt/R/match.data.R MatchIt/R/hist.pscore.R MatchIt/R/matchit2subclass.R MatchIt/R/weights.matrix.R MatchIt/R/print.summary.matchit.exact.R MatchIt/R/distance2nnet.R MatchIt/R/distance2rpart.R MatchIt/R/plot.matchit.R MatchIt/R/plot.summary.matchit.R MatchIt/R/plot.matchit.subclass.R MatchIt/R/distance2GAM.R MatchIt/R/summary.matchit.subclass.R MatchIt/R/jitter.pscore.R MatchIt/R/user.prompt.R MatchIt/R/summary.matchit.exact.R MatchIt/R/matchit.qqplot.R MatchIt/R/distance2glm.R MatchIt/R/summary.matchit.full.R MatchIt/R/match.qoi.R MatchIt/R/qqsum.R MatchIt/R/matchit2full.R MatchIt/R/print.matchit.R MatchIt/R/print.matchit.subclass.R MatchIt/R/help.matchit.R MatchIt/R/matchit2optimal.R MatchIt/R/discard.R MatchIt/R/print.summary.matchit.R MatchIt/R/matchit2nearest.R MatchIt/R/matchit2genetic.R MatchIt/R/matchit.R MatchIt/R/distance2mahalanobis.R MatchIt/R/print.matchit.exact.R
MatchIt/vignettes
MatchIt/vignettes/matchit.pdf.asis
MatchIt/MD5
MatchIt/build
MatchIt/build/vignette.rds
MatchIt/DESCRIPTION
MatchIt/man
MatchIt/man/lalonde.Rd MatchIt/man/help.matchit.Rd MatchIt/man/matchit.Rd MatchIt/man/match.data.Rd MatchIt/man/user.prompt.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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