Package: miclust
Type: Package
Title: Multiple Imputation in Cluster Analysis
Version: 1.3.0
Authors@R: c(person(given = "Jose", family = "Barrera-Gomez", role = c("aut", "cre"), email = "jose.barrera@isglobal.org",
                    comment = c(ORCID = "0000-0002-2688-6036")),
             person(given = "Xavier", family = "Basagana", role = "aut", email = "xavier.basagana@isglobal.org",
                    comment = c(ORCID = "0000-0002-8457-1489")))
Description: Implementation of a framework for cluster analysis with selection
    of the final number of clusters and an optional variable selection
    procedure. The package is designed to integrate the results of multiple
    imputed datasets while accounting for the uncertainty that the imputations
    introduce in the final results. In addition, the package can also be used
    for a cluster analysis of the complete cases of a single dataset. The
    package also includes specific methods to summarize and plot the results.
    The methods are described in Basagana et al. (2013) <doi:10.1093/aje/kws289>.
Depends: R (>= 4.1)
License: GPL-3
Encoding: UTF-8
LazyData: true
Suggests: knitr, xtable, rmarkdown
Imports: doBy, combinat, flexclust, graphics, matrixStats, stats, utils
Author: Jose Barrera-Gomez [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-2688-6036>),
  Xavier Basagana [aut] (ORCID: <https://orcid.org/0000-0002-8457-1489>)
Maintainer: Jose Barrera-Gomez <jose.barrera@isglobal.org>
Config/roxygen2/version: 8.0.0
NeedsCompilation: no
Packaged: 2026-06-08 18:02:05 UTC; jbarrera
Repository: CRAN
Date/Publication: 2026-06-08 19:00:02 UTC
Built: R 4.6.0; ; 2026-06-08 23:24:05 UTC; unix
