Package: MetaboDynamics
Title: Bayesian analysis of longitudinal metabolomics data
Version: 1.1.4
Authors@R: 
  c(person(given="Katja",family= "Danielzik", email="katja.danielzik@uni-due.de", 
           role = c("aut", "cre"),
           comment=c(ORCID="0009-0007-5021-6212")),
    person(given="Simo",family="Kitanovski",role="ctb",
           comment=c(ORCID="0000-0003-2909-5376")),
    person(given="Johann",family="Matschke",role="ctb",
           comment=c(ORCID="0000-0003-4878-8741")),
    person(given="Daniel",family="Hoffmann",role="ctb",
           comment=c(ORCID="0000-0003-2973-7869")))
URL: https://github.com/KatjaDanielzik/MetaboDynamics
BugReports: https://github.com/KatjaDanielzik/MetaboDynamics/issues
Description: MetaboDynamics is an R-package that provides a framework of 
  probabilistic models to analyze longitudinal metabolomics data. It enables 
  robust estimation of mean concentrations despite varying spread between 
  timepoints and reports differences between timepoints as well as metabolite 
  specific dynamics profiles that can be used for identifying "dynamics clusters" 
  of metabolites of similar dynamics. Provides probabilistic over-representation 
  analysis of KEGG functional modules and pathways as well as comparison between
  clusters of different experimental conditions.
License: GPL (>= 3)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Suggests: knitr, rmarkdown, BiocStyle, testthat (>= 3.0.0)
Config/testthat/edition: 3
Imports: dplyr, ggplot2, KEGGREST, methods, Rcpp (>= 0.12.0),
        RcppParallel (>= 5.0.1), rstan (>= 2.18.1), rstantools (>=
        2.4.0), S4Vectors, stringr, SummarizedExperiment, tidyr,
        dynamicTreeCut, dendextend, rlang
VignetteBuilder: knitr
Depends: R (>= 4.4.0)
LazyData: false
LinkingTo: BH (>= 1.66.0), Rcpp (>= 0.12.0), RcppEigen (>= 0.3.3.3.0),
        RcppParallel (>= 5.0.1), rstan (>= 2.18.1), StanHeaders (>=
        2.18.0)
SystemRequirements: GNU make
biocViews:
        Software,Metabolomics,Bayesian,FunctionalPrediction,MultipleComparison,KEGG,Pathways,TimeCourse
Biarch: true
git_url: https://git.bioconductor.org/packages/MetaboDynamics
git_branch: devel
git_last_commit: 4931ccf
git_last_commit_date: 2025-09-02
Repository: Bioconductor 3.22
Date/Publication: 2025-09-02
NeedsCompilation: yes
Packaged: 2025-09-02 22:37:40 UTC; biocbuild
Author: Katja Danielzik [aut, cre] (ORCID:
    <https://orcid.org/0009-0007-5021-6212>),
  Simo Kitanovski [ctb] (ORCID: <https://orcid.org/0000-0003-2909-5376>),
  Johann Matschke [ctb] (ORCID: <https://orcid.org/0000-0003-4878-8741>),
  Daniel Hoffmann [ctb] (ORCID: <https://orcid.org/0000-0003-2973-7869>)
Maintainer: Katja Danielzik <katja.danielzik@uni-due.de>
