multimedia: Multimodal Mediation Analysis

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>.

Package details

AuthorKris Sankaran [aut, cre] (<https://orcid.org/0000-0002-9415-1971>), Hanying Jiang [aut]
Bioconductor views Coverage Microbiome Regression Sequencing Software StatisticalMethod StructuralEquationModels
MaintainerKris Sankaran <ksankaran@wisc.edu>
LicenseCC0
Version0.2.0
URL https://krisrs1128.github.io/multimedia/ https://github.com/krisrs1128/multimedia/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("multimedia")

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multimedia documentation built on Sept. 30, 2024, 9:28 a.m.