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:Jasjeet Singh Sekhon [aut, cre], Theo Saarinen [aut]

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manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
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

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

GerberGreenImai - Gerber and Green Dataset used by Imai
lalonde - Lalonde Dataset

On CRAN:

cpp

10.07 score 27 stars 10 packages 1000 scripts 7.3k downloads 81 mentions 12 exports 1 dependencies

Last updated from:13d380cda8. Checks:11 NOTE, 2 OK, 2 WARNING. Indexed: yes.

Target	Result	Time
linux-devel-arm64	NOTE	123
linux-devel-x86_64	NOTE	101
source / vignettes	OK	175
linux-release-arm64	NOTE	92
linux-release-x86_64	NOTE	128
macos-release-arm64	NOTE	115
macos-release-x86_64	NOTE	261
macos-oldrel-arm64	NOTE	167
macos-oldrel-x86_64	NOTE	357
windows-devel-arm64	WARNING	334
windows-devel-x86_64	NOTE	132
windows-release-arm64	WARNING	331
windows-release-x86_64	NOTE	95
windows-oldrel-x86_64	NOTE	88
wasm-release	OK	77

Exports:balanceUV GenMatch ks.boot Match MatchBalance Matchby print.summary.ks.boot print.summary.Match print.summary.Matchby qqstats summary.ks.boot summary.Match

Dependencies:MASS

Citation

Development and contributors

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