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>.

Package details

AuthorDaniel Ho [aut] (<https://orcid.org/0000-0002-2195-5469>), Kosuke Imai [aut] (<https://orcid.org/0000-0002-2748-1022>), Gary King [aut] (<https://orcid.org/0000-0002-5327-7631>), Elizabeth Stuart [aut] (<https://orcid.org/0000-0002-9042-8611>), Alex Whitworth [ctb], Noah Greifer [ctb, cre, aut] (<https://orcid.org/0000-0003-3067-7154>)
MaintainerNoah Greifer <noah.greifer@gmail.com>
LicenseGPL (>= 2)
Version4.2.0
URL https://kosukeimai.github.io/MatchIt/ https://github.com/kosukeimai/MatchIt
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MatchIt")

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MatchIt documentation built on May 26, 2021, 5:06 p.m.