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: 2026-10-06 10:07:26 UTC; root
Config/pak/sysreqs: libicu-dev
Repository: https://jobago.r-universe.dev
Date/Publication: 2026-06-08 19:00:02 UTC
RemoteUrl: https://github.com/cran/miclust
RemoteRef: HEAD
RemoteSha: 8b5335a4dff3e4a82a88fab93648a9caec51ce23