multimedia: Multimodal Mediation Analysis of Microbiome Data
Hanying Jiang,
Xinran Miao,
Margaret W. Thairu
et al.
Abstract:We designed the multimedia R package to make advanced mediation analysis techniques accessible to a wide audience, ensuring that all statistical components are easily interpretable and adaptable to specific problem contexts. The package provides a uniform interface to direct and indirect effect estimation, synthetic null hypothesis testing, and bootstrap confidence interval construction. We illustrate the package through two case studies. The first re-analyzes a study of the microbiome and metabolome of Inflam… Show more
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