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regmed: Regularized Mediation Analysis

Mediation analysis for multiple mediators by penalized structural equation models with different types of penalties depending on whether there are multiple mediators and only one exposure and one outcome variable (using sparse group lasso) or multiple exposures, multiple mediators, and multiple outcome variables (using lasso, L1, penalties).

Version: 2.1.0
Depends: R (≥ 4.1.0), methods, graphics, glasso, igraph
Imports: knitr, Rcpp, RcppArmadillo, lavaan, gtools
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat, rmarkdown
Published: 2023-01-20
DOI: 10.32614/CRAN.package.regmed
Author: Jason Sinnwell ORCID iD [aut, cre], Daniel Schaid ORCID iD [aut]
Maintainer: Jason Sinnwell <sinnwell.jason at mayo.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://cran.r-project.org/package=regmed
NeedsCompilation: yes
Materials: README NEWS
CRAN checks: regmed results

Documentation:

Reference manual: regmed.pdf
Vignettes: Regularized_Mediation_Examples

Downloads:

Package source: regmed_2.1.0.tar.gz
Windows binaries: r-devel: regmed_2.1.0.zip, r-release: regmed_2.1.0.zip, r-oldrel: regmed_2.1.0.zip
macOS binaries: r-release (arm64): regmed_2.1.0.tgz, r-oldrel (arm64): regmed_2.1.0.tgz, r-release (x86_64): regmed_2.1.0.tgz, r-oldrel (x86_64): regmed_2.1.0.tgz
Old sources: regmed archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.