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.
Version: 4.6.0 Depends: R (≥ 4.1.0) Imports: stats, utils, grid, grDevices, ggplot2 (≥ 3.5.0), gtable (≥ 0.3.6), gridExtra (≥ 2.3), chk (≥ 0.10.0), rlang (≥ 1.1.5), crayon (≥ 1.5.3) 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) Published: 2025-04-15 DOI: 10.32614/CRAN.package.cobalt Author: Noah Greifer [aut, cre] Maintainer: Noah Greifer <noah.greifer at gmail.com> BugReports: https://github.com/ngreifer/cobalt/issues License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] URL: https://ngreifer.github.io/cobalt/, https://github.com/ngreifer/cobalt NeedsCompilation: no Materials: README NEWS In views: CausalInference, MissingData CRAN checks: cobalt results Documentation: Downloads: Reverse dependencies: Reverse imports: beastt, debiasedTrialEmulation, missDiag, MultiObjMatch, mvGPS, sim.BA, WeightIt Reverse suggests: causalCmprsk, fwb, independenceWeights, insight, marginaleffects, MatchIt, MatchThem, nullranges, optweight, parameters, psborrow2 Linking:Please use the canonical form https://CRAN.R-project.org/package=cobalt to link to this page.
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