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] (<>), Kosuke Imai [aut] (<>), Gary King [aut] (<>), Elizabeth Stuart [aut] (<>), Alex Whitworth [ctb], Noah Greifer [ctb, cre, aut] (<>)
MaintainerNoah Greifer <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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MatchIt documentation built on May 26, 2021, 5:06 p.m.