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.)
- Version4.7.1
- R versionR (≥ 3.6.0)
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- MatchIt citation info
- Last release03/10/2025
Documentation
Team
Noah Greifer
MaintainerShow author detailsAlex Whitworth
Show author detailsRolesContributorElizabeth Stuart
Kosuke Imai
Gary King
Daniel Ho
Insights
Last 30 days
This package has been downloaded 26,472 times in the last 30 days. The academic equivalent of having a dedicated subreddit. There are fans, and maybe even a few trolls! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 1,295 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 219,257 times in the last 365 days. Practically an academic rockstar! That's enough downloads to cause murmurs at international conferences. The day with the most downloads was Mar 10, 2025 with 1,524 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports4 packages
- Suggests24 packages
- Linking To2 packages
- Reverse Depends2 packages
- Reverse Imports11 packages
- Reverse Suggests9 packages