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 .


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install.packages("RsqMed")

0.1.7.1 by Tianzhong Yang, 9 months ago


Browse source code at https://github.com/cran/RsqMed


Authors: Tianzhong Yang [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports SIS, GMMAT

Suggests MASS, stats, knitr


See at CRAN