Package: latrend
Type: Package
Version: 1.6.2
Date: 2025-07-04
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, covr,
        lintr, tinytex, longitudinalData (>= 2.4.1), kml (>= 2.4.1),
        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: 7.3.2
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'
NeedsCompilation: no
Packaged: 2025-07-04 13:56:11 UTC; 310083353
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]
Repository: CRAN
Date/Publication: 2025-07-04 14:40:02 UTC
Built: R 4.5.2; ; 2025-12-03 04:59:37 UTC; windows
