cobalt: Covariate Balance Tables and Plots

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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', and 'CBPS' for assessing balance on the output of their preprocessing functions. Users can also specify data for balance assessment not generated through the above packages.

Author
Noah Greifer [aut, cre]
Date of publication
2016-10-23 18:51:45
Maintainer
Noah Greifer <noah@unc.edu>
License
GPL (>= 2)
Version
1.3.0

View on CRAN

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
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()

Files in this package

cobalt
cobalt/inst
cobalt/inst/doc
cobalt/inst/doc/cobalt.html
cobalt/inst/doc/cobalt.Rmd
cobalt/inst/doc/cobalt.R
cobalt/NAMESPACE
cobalt/data
cobalt/data/lalonde.RData
cobalt/R
cobalt/R/get.C.R
cobalt/R/bal.plot.R
cobalt/R/print.bal.tab.R
cobalt/R/x2base.R
cobalt/R/love.plot.R
cobalt/R/f.build.R
cobalt/R/bal.tab.R
cobalt/R/Under_construction
cobalt/R/Under_construction/under_construction.R
cobalt/R/Under_construction/d.out.R
cobalt/R/Under_construction/int.poly.R
cobalt/R/Under_construction/inxnoty.R
cobalt/vignettes
cobalt/vignettes/cobalt.Rmd
cobalt/README.md
cobalt/MD5
cobalt/build
cobalt/build/vignette.rds
cobalt/DESCRIPTION
cobalt/man
cobalt/man/bal.tab.df.formula.Rd
cobalt/man/bal.tab.Match.Rd
cobalt/man/lalonde.Rd
cobalt/man/f.build.Rd
cobalt/man/love.plot.Rd
cobalt/man/bal.plot.Rd
cobalt/man/bal.tab.matchit.Rd
cobalt/man/bal.tab.CBPS.Rd
cobalt/man/bal.tab.ps.Rd
cobalt/man/bal.tab.Rd
cobalt/man/print.bal.tab.Rd