cobalt: Covariate Balance Tables and Plots
Version 2.0.0

Generate balance tables and plots for covariates of groups preprocessed through matching, weighting or subclassification, for example, using propensity scores. Includes integration with 'MatchIt', 'twang', 'Matching', 'optmatch', 'CBPS', and 'ebal' for assessing balance on the output of their preprocessing functions. Users can also specify data for balance assessment not generated through the above packages. Also included are methods for assessing balance in clustered or multiply imputed data sets.

AuthorNoah Greifer [aut, cre]
Date of publication2017-05-14 17:23:05 UTC
MaintainerNoah Greifer <noah@unc.edu>
LicenseGPL (>= 2)
Version2.0.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("cobalt")

Getting started

README.md
Covariate Balance Tables and Plots: A Guide to the cobalt Package"
Using cobalt with Complicated Data

Popular man pages

bal.plot: Generate Univariate Balance Plots
bal.tab: Generates Balance Statistics
bal.tab.CBPS: Balance statistics for CBPS Objects
bal.tab.df.formula: Balance Statistics for Data Sets
bal.tab.Match: Balance Statistics for Matching Objects
bal.tab.matchit: Balance Statistics for Matchit Objects
lalonde: Lalonde's National Supported Work Demonstration data
See all...

All man pages Function index File listing

Man pages

bal.plot: Generate Univariate Balance Plots
bal.tab: Generates Balance Statistics
bal.tab.CBPS: Balance statistics for CBPS Objects
bal.tab.df.formula: Balance Statistics for Data Sets
bal.tab.ebalance: Balance Statistics for ebalance Objects
bal.tab.Match: Balance Statistics for Matching Objects
bal.tab.matchit: Balance Statistics for Matchit Objects
bal.tab.optmatch: Balance Statistics for optmatch Objects
bal.tab.ps: Balance Statistics for twang Objects
f.build: Convenient Formula Generation
lalonde: Lalonde's National Supported Work Demonstration data
love.plot: Generate Balance Plots for Publication
print.bal.tab: Print Results of a Call to bal.tab()

Functions

bal.plot Man page Source code
bal.tab Man page Source code
bal.tab.CBPS Man page Source code
bal.tab.Match Man page Source code
bal.tab.data.frame Man page Source code
bal.tab.ebalance Man page Source code
bal.tab.formula Man page Source code
bal.tab.matchit Man page Source code
bal.tab.optmatch Man page Source code
bal.tab.ps Man page Source code
balance.table Source code
balance.table.across.subclass Source code
balance.table.clust.imp.summary Source code
balance.table.cluster.summary Source code
balance.table.cont Source code
balance.table.imp.summary Source code
balance.table.subclass Source code
baltal Source code
base.bal.tab Source code
base.bal.tab.cont Source code
base.bal.tab.imp Source code
binarize Source code
d.out Source code
diff.selector Source code
dum2factor Source code
f.build Man page Source code
f.recode Source code
get.C Source code
get.types Source code
int.poly Source code
int.poly.f Source code
inxnoty Source code
isColor Source code
lalonde Man page
lalonde_mis Man page
love.plot Man page Source code
match.strata2weights Source code
max.imbal Source code
plot.bal.tab Man page
print.bal.tab Man page Source code
print.bal.tab.cluster Man page Source code
print.bal.tab.imp Man page Source code
print.bal.tab.imp.cluster Man page Source code
print.bal.tab.subclass Man page Source code
replaceNA Source code
round_df Source code
samplesize Source code
samplesize.across.clusters Source code
samplesize.across.imps Source code
samplesize.cont Source code
skew.diff Source code
split.factor Source code
std.diff Source code
std.diff.subclass Source code
use.tc.fd Source code
var.ratio Source code
w.m Source code
w.r Source code
w.v Source code
word.list Source code
x2base Source code
x2base.CBPS Source code
x2base.Match Source code
x2base.data.frame Source code
x2base.ebalance Source code
x2base.formula Source code
x2base.matchit Source code
x2base.optmatch Source code
x2base.ps Source code

Files

inst
inst/figures
inst/figures/README-unnamed-chunk-4-1.png
inst/figures/README-unnamed-chunk-3-1.png
inst/figures/README-unnamed-chunk-3-2.png
inst/doc
inst/doc/cobalt_cluster_imp.Rmd
inst/doc/cobalt_basic_use.html
inst/doc/cobalt_basic_use.Rmd
inst/doc/cobalt_cluster_imp.html
inst/doc/cobalt_basic_use.R
inst/doc/cobalt_cluster_imp.R
NAMESPACE
data
data/lalonde.RData
data/lalonde_mis.RData
R
R/bal.plot.R
R/print.bal.tab.R
R/x2base.R
R/love.plot.R
R/utilities.R
R/functions_for_processing.R
R/do_not_include
R/do_not_include/Under_construction
R/do_not_include/Under_construction/under_construction.R
R/do_not_include/Under_construction/d.out.R
R/do_not_include/Under_construction/int.poly.R
R/do_not_include/tests.R
R/bal.tab.R
vignettes
vignettes/cobalt_cluster_imp.Rmd
vignettes/cobalt_basic_use.Rmd
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/bal.tab.ebalance.Rd
man/bal.tab.df.formula.Rd
man/bal.tab.Match.Rd
man/lalonde.Rd
man/f.build.Rd
man/love.plot.Rd
man/bal.plot.Rd
man/bal.tab.matchit.Rd
man/bal.tab.CBPS.Rd
man/bal.tab.ps.Rd
man/bal.tab.optmatch.Rd
man/bal.tab.Rd
man/print.bal.tab.Rd
cobalt documentation built on May 20, 2017, 2:48 a.m.

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