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).


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install.packages("regmed")

2.0.4 by Jason Sinnwell, 5 months ago


https://cran.r-project.org/package=regmed


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


Authors: Jason Sinnwell [aut, cre] , Daniel Schaid [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports knitr, Rcpp, RcppArmadillo, lavaan

Depends on methods, graphics, glasso, igraph

Suggests testthat, rmarkdown

Linking to Rcpp, RcppArmadillo


See at CRAN