cobalt: Covariate Balance Tables and Plots
Version 3.2.1

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', 'ebal', and 'WeightIt' 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. (Note that 'CBPS' and 'WeightIt' have been archived, but 'cobalt' is still compatible with older versions and development versions.)

Package details

AuthorNoah Greifer [aut, cre]
Date of publication2018-02-20 09:18:56 UTC
MaintainerNoah Greifer <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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cobalt documentation built on Feb. 20, 2018, 5:03 p.m.