MatchIt-package: MatchIt: Nonparametric Preprocessing for Parametric Causal...

MatchIt-packageR Documentation

MatchIt: Nonparametric Preprocessing for Parametric Causal Inference

Description

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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) \Sexpr[results=rd]{tools:::Rd_expr_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.)

Author(s)

Maintainer: Noah Greifer noah.greifer@gmail.com (ORCID)

Authors:

Other contributors:

See Also

Useful links:


MatchIt documentation built on Oct. 13, 2023, 9:08 a.m.