Matching: Multivariate and Propensity Score Matching with Balance Optimization
Version 4.9-2

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.

AuthorJasjeet Singh Sekhon <sekhon@berkeley.edu>
Date of publication2015-12-25 14:31:37
MaintainerJasjeet Singh Sekhon <sekhon@berkeley.edu>
LicenseGPL-3
Version4.9-2
URL http://sekhon.berkeley.edu/matching
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("Matching")

Popular man pages

balanceUV: Univariate Balance Tests
GerberGreenImai: Gerber and Green Dataset used by Imai
lalonde: Lalonde Dataset
qqstats: QQ Summary Statistics
summary.balanceUV: Summarizing output from balanceUV
summary.ks.boot: Summarizing output from ks.boot
summary.Matchby: Summarizing output from Matchby
See all...

All man pages Function index File listing

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

Functions

AIse Source code
FastMatchC Source code
GenBalance Source code
GenBalanceQQ Source code
GenMatch Man page Source code
GerberGreenImai Man page
KSbootBalanceSummary Source code
MATCHpt Source code
Match Man page Source code
MatchBalance Man page Source code
MatchGenoudStage1 Source code
MatchGenoudStage1caliper Source code
MatchLoopC Source code
MatchLoopCfast Source code
Matchby Man page Source code
McNemar2 Source code
Mks.test Source code
Mks.test.handler Source code
Mt.test Source code
Mt.test.pvalue Source code
Mt.test.unpaired Source code
Mt.test.unpaired.pvalue Source code
PrintBalanceUV Source code
Rmatch Source code
RmatchLoop Source code
VarCalcMatchC Source code
balanceUV Man page Source code
get.xdata Source code
get.ydata Source code
ks Source code
ks.boot Man page Source code
ks.fast Source code
kssig Source code
kstiesig Source code
kswsig Source code
lalonde Man page
onAttach Source code
print.summary.Match Man page Source code
print.summary.Matchby Man page Source code
print.summary.ks.boot Man page Source code
qqstats Man page Source code
sdiff Source code
sdiff.pooled Source code
summary.Match Man page Source code
summary.Matchby Man page Source code
summary.balanceUV Man page Source code
summary.ks.boot Man page Source code

Files

inst
inst/extras
inst/extras/makefile.sun
inst/extras/cblas_dtrmm.c
inst/extras/cblas_dscal.c
inst/extras/cblas_dgemm.c
inst/extras/cblas_dasum.c
inst/extras/Makevars.win.gcc4
inst/extras/makefile.osx.in
inst/extras/cblas_dsymm.c
inst/extras/makefile.icc
inst/extras/Makevars.win.gcc3
inst/extras/configure.old
inst/extras/malloc.c
inst/extras/ICC
inst/extras/makefile.in
inst/extras/configure.win
inst/extras/cblas.h
inst/extras/makefile.cblas
inst/CITATION
configure.ac
tests
tests/DehejiaWahba.Rout.save
tests/DehejiaWahba.R
tests/AbadieImbens.R
tests/Matchby.R
tests/AbadieImbens.Rout.save
tests/Matchby.Rout.save
tests/GenMatch.R
tests/GenMatch.Rout.save
src
src/matching.h
src/cblas_dscal.c
src/cblas_dgemm.c
src/cblas_dasum.c
src/scythematrix.cc
src/scythematrix.h
src/Makevars.in
src/matching.cc
src/cblas.h
src/Makevars.win
NAMESPACE
demo
demo/DehejiaWahba.R
demo/AbadieImbens.R
demo/00Index
demo/GerberGreenImai.R
data
data/lalonde.rda
data/GerberGreenImai.rda
R
R/GenBalance.R
R/Matching.R
R/Matchby.R
R/AI.R
R/GenMatching.R
MD5
DESCRIPTION
configure
ChangeLog
man
man/balanceUV.Rd
man/Matchby.Rd
man/summary.Match.Rd
man/lalonde.Rd
man/GerberGreenImai.Rd
man/summary.balanceUV.Rd
man/GenMatch.Rd
man/ks.boot.Rd
man/summary.Matchby.Rd
man/qqstats.Rd
man/MatchBalance.Rd
man/summary.ks.boot.Rd
man/Match.Rd
cleanup
Matching documentation built on May 19, 2017, 7:01 p.m.