RsqMed: Total Mediation Effect Size Measure (R-Squared Measure) under Moderate or High-Dimensional Mediator Settings

An implementation of calculating the R-squared measure as a total mediation effect size measure and its confidence interval for moderate- or high-dimensional mediator model. It gives an option to filter out non-mediators using variable selection method. The original R package is directly related to the paper "Estimation of mediation effect for high-dimensional omics mediators with application to the Framingham Heart Study" with <doi:10.1101/774877>. The new version contains a choice of using cross-fitting, which is computationally faster.

Getting started

Package details

AuthorTianzhong Yang [aut, cre]
MaintainerTianzhong Yang <>
Package repositoryView on CRAN
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RsqMed documentation built on Nov. 10, 2022, 5:15 p.m.