Package: multimedia
Title: Multimodal Mediation Analysis
Version: 0.2.2
Authors@R: 
    c(person("Kris", "Sankaran", , "ksankaran@wisc.edu", role = c("aut", "cre"),
     comment = c(ORCID = "0000-0002-9415-1971")),
     person("Hanying", "Jiang", , "hjiang252@wisc.edu", role = "aut"))
Description: Multimodal mediation analysis is an emerging problem in
        microbiome data analysis. Multimedia make advanced mediation
        analysis techniques easy to use, ensuring that all statistical
        components are transparent and adaptable to specific problem
        contexts. The package provides a uniform interface to direct
        and indirect effect estimation, synthetic null hypothesis
        testing, bootstrap confidence interval construction, and
        sensitivity analysis. More details are available in Jiang et
        al. (2024) "multimedia: Multimodal Mediation Analysis of
        Microbiome Data" <doi:10.1101/2024.03.27.587024>.
License: CC0
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
VignetteBuilder: knitr
biocViews: Coverage, Microbiome, Regression, Sequencing, Software,
        StatisticalMethod, StructuralEquationModels
Depends: R (>= 4.2.0), brms, glmnetUtils, ranger, tidyselect
Imports: MASS, S4Vectors, SummarizedExperiment, cli, dplyr, fansi,
        formula.tools, ggplot2, glue, methods, miniLNM, patchwork,
        phyloseq, progress, purrr, rlang, stats, tidygraph, tidyr
Suggests: compositions, ggdist, ggraph, ggrepel, knitr, rmarkdown,
        testthat (>= 3.0.0), tidyverse, vroom
BugReports: https://github.com/krisrs1128/multimedia/issues/
URL: https://krisrs1128.github.io/multimedia/,
        https://github.com/krisrs1128/multimedia/
LazyData: false
Config/testthat/edition: 3
Config/pak/sysreqs: libglpk-dev make libicu-dev libxml2-dev zlib1g-dev
Repository: https://krisrs1128.r-universe.dev
Date/Publication: 2026-07-20 03:44:27 UTC
RemoteUrl: https://github.com/krisrs1128/multimedia
RemoteRef: HEAD
RemoteSha: 346039a2f10d332f57a48ec235e7ff5e0c0ab1f6
NeedsCompilation: no
Packaged: 2026-07-20 06:13:16 UTC; root
Author: Kris Sankaran [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-9415-1971>),
  Hanying Jiang [aut]
Maintainer: Kris Sankaran <ksankaran@wisc.edu>