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 .


Reference manual

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install.packages("RsqMed") by Tianzhong Yang, a year ago

Browse source code at

Authors: Tianzhong Yang [aut, cre]

Documentation:   PDF Manual  

GPL-3 license

Imports SIS, GMMAT

Suggests MASS, stats, knitr

See at CRAN