Package: latrend
Type: Package
Version: 1.6.3
Date: 2026-02-12
Title: A Framework for Clustering Longitudinal Data
Description: A framework for clustering longitudinal datasets in a
        standardized way. The package provides an interface to existing
        R packages for clustering longitudinal univariate trajectories,
        facilitating reproducible and transparent analyses.
        Additionally, standard tools are provided to support cluster
        analyses, including repeated estimation, model validation, and
        model assessment. The interface enables users to compare
        results between methods, and to implement and evaluate new
        methods with ease. The 'akmedoids' package is available from
        <https://github.com/MAnalytics/akmedoids>.
Maintainer: Niek Den Teuling <niek.den.teuling@philips.com>
Authors@R: 
    c(person(given = "Niek",
             family = "Den Teuling",
             role = c("aut", "cre"),
             email = "niek.den.teuling@philips.com",
             comment = c(ORCID = "https://orcid.org/0000-0003-1026-5080")),
      person(given = "Steffen",
             family = "Pauws",
             role = "ctb",
             email = "s.c.pauws@tilburguniversity.edu"),
      person(given = "Edwin",
             family = "van den Heuvel",
             role = "ctb",
             email = "e.r.v.d.heuvel@tue.nl"),
      person(given = "Koninklijke Philips N.V.", role = "cph"))
URL: https://github.com/niekdt/latrend,
        https://niekdt.github.io/latrend/
BugReports: https://github.com/niekdt/latrend/issues
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
Language: en-US
Depends: R (>= 3.6.0)
Imports: stats, methods, Rdpack, R.utils, assertthat (>= 0.2.1),
        foreach, data.table (>= 1.15.4), magrittr, matrixStats,
        rmarkdown (>= 1.18), rlang
Suggests: testthat (>= 3.0.0), roxygen2 (>= 7.1.0), knitr (>= 1.24),
        rcmdcheck, pkgdown, devtools, cluster, evaluate, lme4,
        reformulas, covr, lintr, tinytex, lcmm (>= 1.9.3), mixtools,
        flexmix, fda, funFEM, gridExtra, igraph, crimCV, dtwclust,
        mixAK, mclust, mclustcomp, clValid, psych, qqplotr, doParallel,
        simTool, dplyr, ggplot2, caret, tibble, clusterCrit (>= 1.3.0)
RoxygenNote: 7.3.3
Roxygen: list(markdown = TRUE)
RdMacros: Rdpack
VignetteBuilder: knitr
Collate: 'assert.R' 'citation.R' 'compute.R' 'data.R' 'formula.R'
        'generics.R' 'latrend.R' 'make.R' 'matrix.R' 'method.R'
        'meta-method.R' 'meta-fit.R' 'meta-fit-converged.R'
        'meta-fit-rep.R' 'methodMatrix.R' 'methodAKMedoids.R'
        'methodCrimCV.R' 'methodDtwclust.R' 'trajectories.R' 'model.R'
        'modelApprox.R' 'modelPartition.R' 'methodFeature.R'
        'methodFlexmix.R' 'methodFlexmixGBTM.R' 'methodFunFEM.R'
        'methodFunction.R' 'methodLMKM.R' 'methodGCKM.R' 'methodKML.R'
        'methodLcmmGMM.R' 'methodLcmmGBTM.R' 'methodMclustLLPA.R'
        'methodMixAK_GLMM.R' 'methodMixTVEM.R' 'methodMixtoolsGMM.R'
        'methodMixtoolsNPRM.R' 'methodRandom.R' 'methodStratify.R'
        'methods.R' 'metrics.R' 'metricsInternal.R' 'metricsExternal.R'
        'model-evaluation.R' 'model-summary.R' 'model-transform.R'
        'modelCrimCV.R' 'modelDtwclust.R' 'modelFlexmix.R'
        'modelFunFEM.R' 'modelKML.R' 'modelLMKM.R' 'modelLcmmGMM.R'
        'modelLcmmGBTM.R' 'modelMclustLLPA.R' 'modelMixAK_GLMM.R'
        'modelMixAK_GLMMlist.R' 'modelMixTVEM.R' 'modelMixtoolsGMM.R'
        'modelMixtoolsRM.R' 'modelStratify.R'
        'modelWeightedPartition.R' 'models.R' 'random.R' 'test.R'
        'timing.R' 'variables.R' 'verbose.R' 'zzz.R'
Repository: https://niekdt.r-universe.dev
Date/Publication: 2026-02-13 13:29:02 UTC
RemoteUrl: https://github.com/niekdt/latrend
RemoteRef: HEAD
RemoteSha: dd3ee6171ea47a210202cba1cee758fd82a9f361
NeedsCompilation: no
Packaged: 2026-06-13 06:22:18 UTC; root
Author: Niek Den Teuling [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-1026-5080>),
  Steffen Pauws [ctb],
  Edwin van den Heuvel [ctb],
  Koninklijke Philips N.V. [cph]