Package: MatchIt 4.7.1
Noah Greifer
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>.)
Authors:
MatchIt_4.7.1.tar.gz
MatchIt_4.7.1.tar.gz(r-4.5-noble)MatchIt_4.7.1.tar.gz(r-4.4-noble)
MatchIt_4.7.1.tgz(r-4.4-emscripten)MatchIt_4.7.1.tgz(r-4.3-emscripten)
MatchIt.pdf |MatchIt.html✨
MatchIt/json (API)
NEWS
| # Install 'MatchIt' in R: |
| install.packages('MatchIt', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kosukeimai/matchit/issues
Pkgdown site:https://kosukeimai.github.io
- lalonde - Data from National Supported Work Demonstration and PSID, as analyzed by Dehejia and Wahba (1999).
Last updated 4 days agofrom:6cfee49443. Checks:2 OK, 1 NOTE. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 10 2025 |
| R-4.5-linux-x86_64 | OK | Mar 10 2025 |
| R-4.4-linux-x86_64 | NOTE | Mar 10 2025 |
Exports:add_s.weightseuclidean_distget_matchesmahalanobis_distmatch_datamatch.datamatchitrobust_mahalanobis_distscaled_euclidean_dist
Dependencies:backportschkcligluelifecycleRcppRcppProgressrlang
Assessing Balance
Rendered fromassessing-balance.Rmdusingknitr::rmarkdown_notangleon Mar 10 2025.Last update: 2025-01-12
Started: 2020-11-14
Estimating Effects After Matching
Rendered fromestimating-effects.Rmdusingknitr::rmarkdown_notangleon Mar 10 2025.Last update: 2025-03-10
Started: 2020-11-14
Matching Methods
Rendered frommatching-methods.Rmdusingknitr::rmarkdown_notangleon Mar 10 2025.Last update: 2025-03-10
Started: 2020-11-14
Matching with Sampling Weights
Rendered fromsampling-weights.Rmdusingknitr::rmarkdown_notangleon Mar 10 2025.Last update: 2025-03-10
Started: 2020-11-14
MatchIt: Getting Started
Rendered fromMatchIt.Rmdusingknitr::rmarkdown_notangleon Mar 10 2025.Last update: 2025-03-10
Started: 2020-11-14
