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>.
Version: | 0.1.7.1 |
Depends: | R (≥ 3.5.0) |
Imports: | SIS (≥ 0.8), GMMAT (≥ 1.1.0) |
Suggests: | MASS, stats, knitr |
Published: | 2020-02-02 |
Author: | Tianzhong Yang [aut, cre] |
Maintainer: | Tianzhong Yang <yang3704 at umn.edu> |
License: | GPL-3 |
NeedsCompilation: | no |
CRAN checks: | RsqMed results |
Reference manual: | RsqMed.pdf |
Package source: | RsqMed_0.1.7.1.tar.gz |
Windows binaries: | r-devel: RsqMed_0.1.7.1.zip, r-release: RsqMed_0.1.7.1.zip, r-oldrel: RsqMed_0.1.7.1.zip |
macOS binaries: | r-release: RsqMed_0.1.7.1.tgz, r-oldrel: not available |
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