MatchIt v3.0.1

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by Kosuke Imai

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>.

Readme

MatchIt: Nonparametric Preprocessing for Parametric Causal Inference Build Status CRAN_Status_Badge

MatchIt 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](https://doi.org/10.1093/pan/mpl013).

Functions in MatchIt

Name Description
user.prompt Pause in demo files
match.data Output Matched Data Sets
matchit MatchIt: Matching Software for Causal Inference
get_matches Get matches from matchit object
help.matchit HTML Help for Matchit Commands and Models
is.matchit Checks matchit Class
lalonde Data from National Supported Work Demonstration and PSID, as analyzed by Dehejia and Wahba (1999).
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Details

Date 2017-04-18
VignetteBuilder R.rsp
LazyLoad yes
LazyData yes
License GPL (>= 2)
URL http://gking.harvard.edu/matchit
RoxygenNote 5.0.1
NeedsCompilation no
Packaged 2017-04-18 12:13:20 UTC; kimai
Repository CRAN
Date/Publication 2017-04-18 13:04:21 UTC

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