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cobalt
View on CRAN: Click
here
Download and install cobalt package within the R console
Install from CRAN:
install.packages("cobalt")
Install from Github:
library("remotes")
install_github("cran/cobalt") Install by package version:
library("remotes")
install_version("cobalt", "4.6.1") Attach the package and use:
library("cobalt")
Maintained by
Noah Greifer
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-07-15
Latest Update: 2025-04-15
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.
How to cite:
Noah Greifer (2016). cobalt: Covariate Balance Tables and Plots. R package version 4.6.1, https://cran.r-project.org/web/packages/cobalt. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:27), 1.0.0 (2016-07-15 17:34), 1.1.0 (2016-07-23 01:27), 1.2.0 (2016-09-01 08:24), 1.3.0 (2016-10-23 18:51), 1.3.1 (2016-12-18 11:22), 2.0.0 (2017-05-14 19:23), 2.1.0 (2017-05-31 08:19), 2.2.0 (2017-09-05 16:28), 3.0.0 (2017-10-16 05:45), 3.1.0 (2017-11-12 17:19), 3.2.0 (2018-01-17 18:40), 3.2.1 (2018-02-20 10:18), 3.2.2 (2018-03-13 09:20), 3.2.3 (2018-05-04 06:10), 3.3.0 (2018-06-24 18:58), 3.4.0 (2018-08-14 06:20), 3.4.1 (2018-09-15 09:20), 3.5.0 (2018-10-25 10:10), 3.6.0 (2018-11-25 19:30), 3.6.1 (2019-01-16 06:50), 3.7.0 (2019-05-01 22:30), 3.8.0 (2019-09-12 07:30), 3.9.0 (2019-10-06 21:10), 4.0.0 (2020-01-08 15:20), 4.1.0 (2020-04-11 16:50), 4.2.0 (2020-06-04 10:00), 4.2.1 (2020-06-20 21:10), 4.2.2 (2020-06-26 17:50), 4.2.3 (2020-08-31 11:20), 4.2.4 (2020-11-05 18:30), 4.3.0 (2021-02-20 06:50), 4.3.1 (2021-03-30 11:50), 4.3.2 (2022-01-19 23:22), 4.4.0 (2022-08-15 10:30), 4.4.1 (2022-11-03 18:30), 4.5.0 (2023-03-22 09:20), 4.5.1 (2023-04-28 18:00), 4.5.2 (2023-11-20 23:10), 4.5.3 (2024-01-10 04:23), 4.5.4 (2024-02-27 06:40), 4.5.5 (2024-04-02 23:25), 4.6.0 (2025-04-15 22:40), 4.6.1 (2025-08-20 22:40), 4.6.2 (2026-01-29 23:40)
Other packages that cited cobalt R package
View cobalt citation profile
Other R packages that cobalt depends,
imports, suggests or enhances
Complete documentation for cobalt
Functions, R codes and Examples using
the cobalt R package
Some associated functions: bal.compute . bal.plot . bal.tab.CBPS . bal.tab.Match . bal.tab.cem.match . bal.tab.default . bal.tab.designmatch . bal.tab.ebalance . bal.tab.formula . bal.tab.matchit . bal.tab.mimids . bal.tab . bal.tab.optmatch . bal.tab.ps . bal.tab.sbwcau . bal.tab.time.list . bal.tab.weightit . balance-statistics . balance-summary . class-bal.tab.cluster . class-bal.tab.imp . class-bal.tab.msm . class-bal.tab.multi . class-bal.tab.subclass . cobalt-package . display-options . f.build . get.w . lalonde . love.plot . print.bal.tab . set.cobalt.options . splitfactor . var.names .
Some associated R codes: SHARED.R . bal.compute.R . bal.plot.R . bal.tab.CBPS.R . bal.tab.Match.R . bal.tab.R . bal.tab.cem.match.R . bal.tab.default.R . bal.tab.designmatch.R . bal.tab.ebalance.R . bal.tab.formula.R . bal.tab.matchit.R . bal.tab.mimids.R . bal.tab.optmatch.R . bal.tab.ps.R . bal.tab.sbwcau.R . bal.tab.time.list.R . bal.tab.weightit.R . balance-statistics.R . balance-summary.R . base.bal.tab.R . chk-functions.R . class-bal.tab.cluster.R . class-bal.tab.imp.R . class-bal.tab.msm.R . class-bal.tab.multi.R . class-bal.tab.subclass.R . cobalt-package.R . display-options.R . f.build.R . functions_for_processing.R . get.w.R . lalonde.R . love.plot.R . print.bal.tab.R . set.cobalt.options.R . splitfactor.R . var.names.R . x2base.R . zzz.R . Full cobalt package functions and examples
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