Longitudinal Consensus Clustering with 'flexmix' [R package longmixr version 1.0.0]

longmixr: Longitudinal Consensus Clustering with 'flexmix'

An adaption of the consensus clustering approach from 'ConsensusClusterPlus' for longitudinal data. The longitudinal data is clustered with flexible mixture models from 'flexmix', while the consensus matrices are hierarchically clustered as in 'ConsensusClusterPlus'. By using the flexibility from 'flexmix' and 'FactoMineR', one can use mixed data types for the clustering.

Version: 1.0.0

Depends: R (≥ 3.5.0)

Imports: checkmate, ConsensusClusterPlus, graphics, grDevices, flexmix, StatMatch, stats, utils

Suggests: testthat (≥ 3.0.0), knitr, rmarkdown, dplyr, tidyr, ggplot2, ggalluvial, FactoMineR, factoextra, lme4, purrr

Published: 2022年01月13日

DOI: 10.32614/CRAN.package.longmixr

Author: Jonas Hagenberg ORCID iD [aut, cre], Matt Wilkerson [aut, cph], Peter Waltman [aut, cph], Max Planck Institute of Psychiatry [cph]

Maintainer: Jonas Hagenberg <jonas_hagenberg at psych.mpg.de>

BugReports: https://github.com/cellmapslab/longmixr/issues

License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]

URL: https://cellmapslab.github.io/longmixr/

NeedsCompilation: no

Materials: README, NEWS

CRAN checks: longmixr results

Documentation:

Reference manual: longmixr.html , longmixr.pdf

Vignettes: Example clustering analysis (source, R code)

Downloads:

Package source: longmixr_1.0.0.tar.gz

Windows binaries: r-devel: longmixr_1.0.0.zip, r-release: longmixr_1.0.0.zip, r-oldrel: longmixr_1.0.0.zip

macOS binaries: r-release (arm64): longmixr_1.0.0.tgz, r-oldrel (arm64): longmixr_1.0.0.tgz, r-release (x86_64): longmixr_1.0.0.tgz, r-oldrel (x86_64): longmixr_1.0.0.tgz

Linking:

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