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) . (The 'gurobi' package, which is not on CRAN, is optional and comes with an installation of the Gurobi Optimizer, available at .)

Documentation

Team

Insights

Last 30 days

Last 365 days

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

  • Depends1 package
  • Imports7 packages
  • Suggests25 packages
  • Linking To2 packages
  • Reverse Depends1 package
  • Reverse Imports11 packages
  • Reverse Suggests9 packages