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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>. (The 'gurobi' package, which is not on CRAN, is optional and comes with an installation of the Gurobi Optimizer, available at <https://www.gurobi.com>.)
Getting started
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Package details |
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| Author | Daniel 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 [cre, aut] (<https://orcid.org/0000-0003-3067-7154>) |
| Maintainer | Noah Greifer <noah.greifer@gmail.com> |
| License | GPL (>= 2) |
| Version | 4.5.5 |
| URL | https://kosukeimai.github.io/MatchIt/ https://github.com/kosukeimai/MatchIt |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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