Matching: Multivariate and Propensity Score Matching with Balance Optimization

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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.

Author
Jasjeet Singh Sekhon <sekhon@berkeley.edu>
Date of publication
2015-12-25 14:31:37
Maintainer
Jasjeet Singh Sekhon <sekhon@berkeley.edu>
License
GPL-3
Version
4.9-2
URLs

View on CRAN

Man pages

balanceUV
Univariate Balance Tests
GenMatch
Genetic Matching
GerberGreenImai
Gerber and Green Dataset used by Imai
ks.boot
Bootstrap Kolmogorov-Smirnov
lalonde
Lalonde Dataset
Match
Multivariate and Propensity Score Matching Estimator for...
MatchBalance
Tests for Univariate and Multivariate Balance
Matchby
Grouped Multivariate and Propensity Score Matching
qqstats
QQ Summary Statistics
summary.balanceUV
Summarizing output from balanceUV
summary.ks.boot
Summarizing output from ks.boot
summary.Match
Summarizing output from Match
summary.Matchby
Summarizing output from Matchby

Files in this package

Matching
Matching/inst
Matching/inst/extras
Matching/inst/extras/makefile.sun
Matching/inst/extras/cblas_dtrmm.c
Matching/inst/extras/cblas_dscal.c
Matching/inst/extras/cblas_dgemm.c
Matching/inst/extras/cblas_dasum.c
Matching/inst/extras/Makevars.win.gcc4
Matching/inst/extras/makefile.osx.in
Matching/inst/extras/cblas_dsymm.c
Matching/inst/extras/makefile.icc
Matching/inst/extras/Makevars.win.gcc3
Matching/inst/extras/configure.old
Matching/inst/extras/malloc.c
Matching/inst/extras/ICC
Matching/inst/extras/makefile.in
Matching/inst/extras/configure.win
Matching/inst/extras/cblas.h
Matching/inst/extras/makefile.cblas
Matching/inst/CITATION
Matching/configure.ac
Matching/tests
Matching/tests/DehejiaWahba.Rout.save
Matching/tests/DehejiaWahba.R
Matching/tests/AbadieImbens.R
Matching/tests/Matchby.R
Matching/tests/AbadieImbens.Rout.save
Matching/tests/Matchby.Rout.save
Matching/tests/GenMatch.R
Matching/tests/GenMatch.Rout.save
Matching/src
Matching/src/matching.h
Matching/src/cblas_dscal.c
Matching/src/cblas_dgemm.c
Matching/src/cblas_dasum.c
Matching/src/scythematrix.cc
Matching/src/scythematrix.h
Matching/src/Makevars.in
Matching/src/matching.cc
Matching/src/cblas.h
Matching/src/Makevars.win
Matching/NAMESPACE
Matching/demo
Matching/demo/DehejiaWahba.R
Matching/demo/AbadieImbens.R
Matching/demo/00Index
Matching/demo/GerberGreenImai.R
Matching/data
Matching/data/lalonde.rda
Matching/data/GerberGreenImai.rda
Matching/R
Matching/R/GenBalance.R
Matching/R/Matching.R
Matching/R/Matchby.R
Matching/R/AI.R
Matching/R/GenMatching.R
Matching/MD5
Matching/DESCRIPTION
Matching/configure
Matching/ChangeLog
Matching/man
Matching/man/balanceUV.Rd
Matching/man/Matchby.Rd
Matching/man/summary.Match.Rd
Matching/man/lalonde.Rd
Matching/man/GerberGreenImai.Rd
Matching/man/summary.balanceUV.Rd
Matching/man/GenMatch.Rd
Matching/man/ks.boot.Rd
Matching/man/summary.Matchby.Rd
Matching/man/qqstats.Rd
Matching/man/MatchBalance.Rd
Matching/man/summary.ks.boot.Rd
Matching/man/Match.Rd
Matching/cleanup