MatchIt: MatchIt: Nonparametric Preprocessing for Parametric Casual Inference

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MatchIt selects matched samples of the 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.

Author
Daniel Ho <daniel.e.ho@gmail.com>, Kosuke Imai <kimai@Princeton.Edu>, Gary King <king@harvard.edu>, Elizabeth Stuart <stuart@stat.harvard.edu>
Date of publication
2013-06-28 00:55:57
Maintainer
Kosuke Imai <kimai@Princeton.Edu>
License
GPL (>= 2)
Version
2.4-21
URLs

View on CRAN

Man pages

help.matchit
HTML Help for Matchit Commands and Models
lalonde
Data from National Supported Work Demonstration and PSID, as...
match.data
Output Matched Data Sets
matchit
MatchIt: Matching Software for Causal Inference
user.prompt
Pause in demo files

Files in this package

MatchIt
MatchIt/MD5
MatchIt/vignettes
MatchIt/vignettes/summaryref.tex
MatchIt/vignettes/preprocess.tex
MatchIt/vignettes/plotref.tex
MatchIt/vignettes/overview.tex
MatchIt/vignettes/notation.tex
MatchIt/vignettes/mdataref.tex
MatchIt/vignettes/matchitref.tex
MatchIt/vignettes/matchit2zelig.tex
MatchIt/vignettes/matchit.tex
MatchIt/vignettes/matchit.pdf
MatchIt/vignettes/makematchH
MatchIt/vignettes/intro.tex
MatchIt/vignettes/index.shtml
MatchIt/vignettes/html.sty
MatchIt/vignettes/graphics.R
MatchIt/vignettes/gkpubs.bib
MatchIt/vignettes/gk.bib
MatchIt/vignettes/faq.tex
MatchIt/vignettes/face_off.jpg
MatchIt/vignettes/dcolumn.sty
MatchIt/vignettes/balance.tex
MatchIt/vignettes/asa.bst
MatchIt/vignettes/Makefile
MatchIt/man
MatchIt/man/user.prompt.Rd
MatchIt/man/matchit.Rd
MatchIt/man/match.data.Rd
MatchIt/man/lalonde.Rd
MatchIt/man/help.matchit.Rd
MatchIt/inst
MatchIt/inst/CITATION
MatchIt/demo
MatchIt/demo/subclass.R
MatchIt/demo/optimal.R
MatchIt/demo/nearest.R
MatchIt/demo/match.data.R
MatchIt/demo/genetic.R
MatchIt/demo/full.R
MatchIt/demo/exact.R
MatchIt/demo/cem.R
MatchIt/demo/analysis.R
MatchIt/demo/00Index
MatchIt/data
MatchIt/data/lalonde.tab.gz
MatchIt/R
MatchIt/R/weights.subclass.R
MatchIt/R/weights.matrix.R
MatchIt/R/user.prompt.R
MatchIt/R/summary.matchit.subclass.R
MatchIt/R/summary.matchit.full.R
MatchIt/R/summary.matchit.exact.R
MatchIt/R/summary.matchit.R
MatchIt/R/qqsum.R
MatchIt/R/print.summary.matchit.subclass.R
MatchIt/R/print.summary.matchit.exact.R
MatchIt/R/print.summary.matchit.R
MatchIt/R/print.matchit.subclass.R
MatchIt/R/print.matchit.full.R
MatchIt/R/print.matchit.exact.R
MatchIt/R/print.matchit.R
MatchIt/R/plot.summary.matchit.R
MatchIt/R/plot.matchit.subclass.R
MatchIt/R/plot.matchit.R
MatchIt/R/matchit2subclass.R
MatchIt/R/matchit2optimal.R
MatchIt/R/matchit2nearest.R
MatchIt/R/matchit2genetic.R
MatchIt/R/matchit2full.R
MatchIt/R/matchit2exact.R
MatchIt/R/matchit2cem.R
MatchIt/R/matchit.qqplot.R
MatchIt/R/matchit.R
MatchIt/R/match.qoi.R
MatchIt/R/match.data.R
MatchIt/R/jitter.pscore.R
MatchIt/R/hist.pscore.R
MatchIt/R/help.matchit.R
MatchIt/R/eqqplot.R
MatchIt/R/distance2rpart.R
MatchIt/R/distance2nnet.R
MatchIt/R/distance2mahalanobis.R
MatchIt/R/distance2glm.R
MatchIt/R/distance2GAM.R
MatchIt/R/discard.R
MatchIt/NAMESPACE
MatchIt/DESCRIPTION