cem: Coarsened Exact Matching

Implementation of the Coarsened Exact Matching algorithm.

Author
Iacus, Stefano M., King, Gary, Porro, Giuseppe
Date of publication
2015-08-19 18:38:43
Maintainer
Stefano M. Iacus <stefano.iacus@unimi.it>
License
GPL-2
Version
1.1.17
URLs

View on CRAN

Man pages

att
Example of ATT estimation from CEM output
cem
Coarsened Exact Matching
cemspace
Exploration tool for CEM
combine.spacegraphs
Combine two spacegraph objects.
DW
Dehejia-Wahba dataset
imbalance
Calculates several imbalance measures
imbspace
Diagnostic tool for CEM
imbspace.plot
Plot of imbalance space diagnostic tool for CEM
k2k
Reduction to k2k Matching
L1.meas
Evaluates L1 distance between multidimensional histograms
L1.profile
Calculates L1 distance for different coarsenings
LeLonde
Modified Lalonde dataset
LL
Lalonde dataset
LLvsPSID
Lalonde treated units versus PSID control individuals
pair
Produces a paired sample out of a CEM match solution
pscoreSelect
Heuristic search of the best propensity score model...
relax.cem
Diagnostic tool for CEM
search.match
Heuristic search of match solutions
shift.cem
Diagnostic tool for CEM
spacegraph
Randomly compute many different matching solutions

Files in this package

cem
cem/inst
cem/inst/doc
cem/inst/doc/JSSstyle
cem/inst/doc/JSSstyle/article.out
cem/inst/doc/JSSstyle/codesnippet.tex
cem/inst/doc/JSSstyle/article.log
cem/inst/doc/JSSstyle/article.pdf
cem/inst/doc/JSSstyle/README
cem/inst/doc/JSSstyle/article.tex
cem/inst/doc/JSSstyle/softwarereview.tex
cem/inst/doc/JSSstyle/jss.dtx
cem/inst/doc/JSSstyle/bookreview.tex
cem/inst/doc/JSSstyle/jss.bst
cem/inst/doc/JSSstyle/article.aux
cem/inst/doc/JSSstyle/jss.ins
cem/inst/doc/JSSstyle/jsslogo.jpg
cem/inst/doc/JSSstyle/jss.drv
cem/inst/doc/JSSstyle/jss.pdf
cem/inst/doc/JSSstyle/jss.dbj
cem/inst/doc/Makefile
cem/inst/doc/pair.tex
cem/inst/doc/Columbus_egg.jpg
cem/inst/doc/outdata5.csv
cem/inst/doc/d.tex
cem/inst/doc/outdata1.csv
cem/inst/doc/teff.pdf
cem/inst/doc/balance-scale-redone.jpg
cem/inst/doc/copyRd
cem/inst/doc/resprev.tex
cem/inst/doc/coarsen1.pdf
cem/inst/doc/cem.Rnw
cem/inst/doc/outdata3.csv
cem/inst/doc/JSS-paper.tex
cem/inst/doc/coarsen2.pdf
cem/inst/doc/makeDocs
cem/inst/doc/DW.tex
cem/inst/doc/att.tex
cem/inst/doc/upquote.sty
cem/inst/doc/outdata4.csv
cem/inst/doc/cem.pdf
cem/inst/doc/cem.R
cem/inst/doc/outdata2.csv
cem/inst/doc/cem.bib
cem/inst/doc/imbalance.tex
cem/inst/doc/index.shtml
cem/inst/doc/JSSstyle.zip
cem/inst/makeLelonde.R
cem/NAMESPACE
cem/data
cem/data/LL.rda
cem/data/LeLonde.rda
cem/data/LLvsPSID.rda
cem/data/DW.rda
cem/R
cem/R/L1profile.R
cem/R/pscoreSelect.R
cem/R/cem.main.R
cem/R/relax.plot.R
cem/R/att.R
cem/R/k2k.R
cem/R/relax.cem.R
cem/R/cemspace.R
cem/R/search.match.R
cem/R/shift.cem.R
cem/R/imb.meas.R
cem/R/pair.R
cem/R/imbspace.R
cem/R/imbspace.plot.R
cem/R/cem.R
cem/R/spacegraph.R
cem/R/reduce.var.R
cem/R/cem.match.R
cem/R/nclass.ss.R
cem/R/zzz.R
cem/R/cem.summary.R
cem/vignettes
cem/vignettes/outdata5.csv
cem/vignettes/outdata1.csv
cem/vignettes/gkextract.bib
cem/vignettes/cem.Rnw
cem/vignettes/outdata3.csv
cem/vignettes/upquote.sty
cem/vignettes/outdata4.csv
cem/vignettes/outdata2.csv
cem/README.md
cem/MD5
cem/build
cem/build/vignette.rds
cem/DESCRIPTION
cem/man
cem/man/imbalance.Rd
cem/man/pair.Rd
cem/man/imbspace.Rd
cem/man/shift.cem.Rd
cem/man/pscoreSelect.Rd
cem/man/cemspace.Rd
cem/man/LL.Rd
cem/man/cem.Rd
cem/man/LLvsPSID.Rd
cem/man/L1.profile.Rd
cem/man/spacegraph.Rd
cem/man/combine.spacegraphs.Rd
cem/man/att.Rd
cem/man/LeLonde.Rd
cem/man/DW.Rd
cem/man/imbspace.plot.Rd
cem/man/L1.meas.Rd
cem/man/search.match.Rd
cem/man/k2k.Rd
cem/man/relax.cem.Rd
cem/.Rinstignore