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DESCRIPTION
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DESCRIPTION
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Package: cobalt
Title: Covariate Balance Tables and Plots
Version: 4.5.5.9000
Authors@R: c(
person("Noah", "Greifer", role=c("aut", "cre"),
email = "[email protected]",
comment=c(ORCID="0000-0003-3067-7154"))
)
Description: Generate balance tables and plots for covariates of groups preprocessed through
matching, weighting or subclassification, for example, using propensity scores. Includes
integration with 'MatchIt', 'WeightIt', 'MatchThem', 'twang', 'Matching', 'optmatch', 'CBPS', 'ebal',
'cem', 'sbw', and 'designmatch' 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 or data sets with multi-category, continuous, or longitudinal treatments.
Depends:
R (>= 3.3.0)
Imports:
stats, utils, grid, grDevices,
ggplot2 (>= 3.4.1),
gtable (>= 0.3.0),
gridExtra (>= 2.3),
chk (>= 0.8.1),
rlang (>= 0.4.0),
crayon,
backports (>= 1.1.9)
Suggests:
MatchIt (>= 4.0.0),
WeightIt (>= 1.0.0),
twang (>= 1.6),
twangContinuous,
Matching,
optmatch,
ebal,
CBPS (>= 0.17),
designmatch,
optweight,
mice (>= 3.8.0),
MatchThem (>= 0.9.3),
cem (>= 1.1.30),
sbw (>= 1.1.5),
gbm (>= 2.1.7),
brglm2 (>= 0.9),
caret,
knitr,
rmarkdown,
testthat (>= 3.0.0)
License: GPL (>=2)
Encoding: UTF-8
LazyData: true
VignetteBuilder: knitr
URL: https://ngreifer.github.io/cobalt/,
https://github.com/ngreifer/cobalt
BugReports: https://github.com/ngreifer/cobalt/issues
Config/testthat/edition: 3
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1