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
Matching_4.10-15.zip(r-4.5)Matching_4.10-15.zip(r-4.4)Matching_4.10-15.zip(r-4.3)
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 1 months agofrom:13d380cda8. Checks:OK: 1 NOTE: 8. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 13 2024 |
R-4.5-win-x86_64 | NOTE | Nov 13 2024 |
R-4.5-linux-x86_64 | NOTE | Nov 13 2024 |
R-4.4-win-x86_64 | NOTE | Nov 13 2024 |
R-4.4-mac-x86_64 | NOTE | Nov 13 2024 |
R-4.4-mac-aarch64 | NOTE | Nov 13 2024 |
R-4.3-win-x86_64 | NOTE | Nov 13 2024 |
R-4.3-mac-x86_64 | NOTE | Nov 13 2024 |
R-4.3-mac-aarch64 | NOTE | Nov 13 2024 |
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 |