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>).
| Version: |
4.10-15 |
| Depends: |
R (≥ 2.6.0), MASS (≥ 7.2-1), graphics, grDevices, stats |
| Suggests: |
parallel, rgenoud (≥ 2.12), testthat |
| Published: |
2024-10-14 |
| DOI: |
10.32614/CRAN.package.Matching |
| Author: |
Jasjeet Singh Sekhon [aut, cre],
Theo Saarinen [aut] |
| Maintainer: |
Jasjeet Singh Sekhon <jas.sekhon at yale.edu> |
| License: |
GPL-3 |
| URL: |
https://github.com/JasjeetSekhon/Matching |
| NeedsCompilation: |
yes |
| Citation: |
Matching citation info |
| Materials: |
README, ChangeLog |
| In views: |
CausalInference, HighPerformanceComputing |
| CRAN checks: |
Matching results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: |
CMatching |
| Reverse imports: |
CIMTx, DirectEffects, htetree, MatchLinReg, predieval, PSAboot, SAMUR, track2KBA, vecmatch |
| Reverse suggests: |
adjustedCurves, cobalt, DeclareDesign, dsld, MatchIt, RcmdrPlugin.EZR, tableone, tangram |
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