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. This 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>.

Getting started

Package details

AuthorTianzhong Yang [aut, cre]
MaintainerTianzhong Yang <yang3704@umn.edu>
LicenseGPL-3
Version0.1.7.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("RsqMed")

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RsqMed documentation built on Feb. 2, 2020, 5:06 p.m.