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DESCRIPTION
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Package: longmixr
Title: Longitudinal Consensus Clustering with 'flexmix'
Version: 1.2.0
Authors@R:
c(person(given = "Jonas",
family = "Hagenberg",
role = c("aut", "cre"),
email = "jonas_hagenberg@psych.mpg.de",
comment = c(ORCID = "0000-0002-1849-1106")),
person(given = "Matt",
family = "Wilkerson",
role = c("aut", "cph")),
person(given = "Peter",
family = "Waltman",
role = c("aut", "cph")),
person(given = "Max Planck Institute of Psychiatry",
role = "cph"))
Description: 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.
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.1.1
URL: https://cellmapslab.github.io/longmixr/
BugReports: https://github.com/cellmapslab/longmixr/issues
Depends:
R (>= 3.5.0)
biocViews:
Imports:
checkmate,
ConsensusClusterPlus,
ggplot2,
graphics,
grDevices,
flexmix,
StatMatch,
stats,
utils
Suggests:
testthat (>= 3.0.0),
knitr,
rmarkdown,
dplyr,
tidyr,
ggalluvial,
FactoMineR,
factoextra,
lme4,
purrr
Config/testthat/edition: 3
VignetteBuilder: knitr