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: | 2022-01-13 |
| DOI: | 10.32614/CRAN.package.longmixr |
| Author: | Jonas Hagenberg |
| 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 |
| Reference manual: | longmixr.html , longmixr.pdf |
| Vignettes: |
Example clustering analysis (source, R code) |
| 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 |
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