Regularized Structural Equation Modeling

Uses both ridge and lasso penalties (and extensions) to penalize specific parameters in structural equation models. The package offers additional cost functions, cross validation, and other extensions beyond traditional structural equation models. Also contains a function to perform exploratory mediation (XMed).


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Reference manual

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install.packages("regsem")

1.3.9 by Ross Jacobucci, a month ago


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


Authors: Ross Jacobucci[aut,cre] , Kevin J. Grimm [ctb] , Andreas M. Brandmaier [ctb] , Sarfaraz Serang [ctb] , Rogier A. Kievit [ctb] , Florian Scharf [ctb]


Documentation:   PDF Manual  


Task views: Psychometric Models and Methods


GPL (>= 2) license


Depends on lavaan, Rcpp, Rsolnp

Suggests snowfall, MASS, GA, caret, glmnet, ISLR, lbfgs, numDeriv, psych, knitr, nloptr, NlcOptim, optimx, semPlot, colorspace

Linking to Rcpp, RcppArmadillo


Imported by semPlot.


See at CRAN