Package: Matching 4.10-15
Jasjeet Singh Sekhon
Matching: Multivariate and Propensity Score Matching with Balance Optimization
Provides functions for multivariate and propensity score matching and for finding optimal balance based on a genetic search algorithm. A variety of univariate and multivariate metrics to determine if balance has been obtained are also provided. For details, see the paper by Jasjeet Sekhon (2007, <doi:10.18637/jss.v042.i07>).
Authors:
Matching_4.10-15.tar.gz
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Matching_4.10-15.tgz(r-4.5-x86_64)Matching_4.10-15.tgz(r-4.5-arm64)Matching_4.10-15.tgz(r-4.4-x86_64)Matching_4.10-15.tgz(r-4.4-arm64)Matching_4.10-15.tgz(r-4.3-x86_64)Matching_4.10-15.tgz(r-4.3-arm64)
Matching_4.10-15.tar.gz(r-4.5-noble)Matching_4.10-15.tar.gz(r-4.4-noble)
Matching_4.10-15.tgz(r-4.4-emscripten)Matching_4.10-15.tgz(r-4.3-emscripten)
Matching.pdf |Matching.html✨
Matching/json (API)
| # Install 'Matching' in R: |
| install.packages('Matching', repos = c('https://jasjeetsekhon.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jasjeetsekhon/matching/issues
- GerberGreenImai - Gerber and Green Dataset used by Imai
- lalonde - Lalonde Dataset
Last updated 5 months agofrom:13d380cda8. Checks:1 OK, 11 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 13 2025 |
| R-4.5-win-x86_64 | NOTE | Mar 13 2025 |
| R-4.5-mac-x86_64 | NOTE | Mar 13 2025 |
| R-4.5-mac-aarch64 | NOTE | Mar 13 2025 |
| R-4.5-linux-x86_64 | NOTE | Mar 13 2025 |
| R-4.4-win-x86_64 | NOTE | Mar 13 2025 |
| R-4.4-mac-x86_64 | NOTE | Mar 13 2025 |
| R-4.4-mac-aarch64 | NOTE | Mar 13 2025 |
| R-4.4-linux-x86_64 | NOTE | Mar 13 2025 |
| R-4.3-win-x86_64 | NOTE | Mar 13 2025 |
| R-4.3-mac-x86_64 | NOTE | Mar 13 2025 |
| R-4.3-mac-aarch64 | NOTE | Mar 13 2025 |
Exports:balanceUVGenMatchks.bootMatchMatchBalanceMatchbyprint.summary.ks.bootprint.summary.Matchprint.summary.Matchbyqqstatssummary.ks.bootsummary.Match
Dependencies:MASS
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Univariate Balance Tests | balanceUV |
| Genetic Matching | GenMatch |
| Gerber and Green Dataset used by Imai | GerberGreenImai |
| Bootstrap Kolmogorov-Smirnov | ks.boot |
| Lalonde Dataset | lalonde |
| Multivariate and Propensity Score Matching Estimator for Causal Inference | Match |
| Tests for Univariate and Multivariate Balance | MatchBalance |
| Grouped Multivariate and Propensity Score Matching | Matchby |
| QQ Summary Statistics | qqstats |
| Summarizing output from balanceUV | summary.balanceUV |
| Summarizing output from ks.boot | print.summary.ks.boot summary.ks.boot |
| Summarizing output from Match | print.summary.Match summary.Match |
| Summarizing output from Matchby | print.summary.Matchby summary.Matchby |