MatchIt

Nonparametric Preprocessing for Parametric Causal Inference

CRAN Package

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.)


Documentation


Team


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.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
1,015 downloadsMar 4, 2025
1,074 downloadsMar 5, 2025
918 downloadsMar 6, 2025
892 downloadsMar 7, 2025
475 downloadsMar 8, 2025
493 downloadsMar 9, 2025
1,524 downloadsMar 10, 2025
1,160 downloadsMar 11, 2025
1,192 downloadsMar 12, 2025
1,093 downloadsMar 13, 2025
955 downloadsMar 14, 2025
614 downloadsMar 15, 2025
546 downloadsMar 16, 2025
1,102 downloadsMar 17, 2025
1,205 downloadsMar 18, 2025
1,076 downloadsMar 19, 2025
877 downloadsMar 20, 2025
753 downloadsMar 21, 2025
448 downloadsMar 22, 2025
482 downloadsMar 23, 2025
1,042 downloadsMar 24, 2025
876 downloadsMar 25, 2025
1,054 downloadsMar 26, 2025
859 downloadsMar 27, 2025
944 downloadsMar 28, 2025
444 downloadsMar 29, 2025
502 downloadsMar 30, 2025
738 downloadsMar 31, 2025
824 downloadsApr 1, 2025
1,295 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
444
1,524

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