Package: multimedia
Title: Multimodal Mediation Analysis
Version: 0.2.0
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
RoxygenNote: 7.3.2
VignetteBuilder: knitr
biocViews: Coverage, Microbiome, Regression, Sequencing, Software,
        StatisticalMethod, StructuralEquationModels
Depends: R (>= 4.1.0), 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
NeedsCompilation: no
Packaged: 2024-09-17 19:41:43 UTC; krissankaran
Author: Kris Sankaran [aut, cre] (<https://orcid.org/0000-0002-9415-1971>),
  Hanying Jiang [aut]
Maintainer: Kris Sankaran <ksankaran@wisc.edu>
Repository: CRAN
Date/Publication: 2024-09-18 12:30:05 UTC
Built: R 4.7.0; ; 2026-07-27 04:56:42 UTC; windows
