lessSEM: Non-Smooth Regularization for Structural Equation Models (original) (raw)
Provides regularized structural equation modeling (regularized SEM) with non-smooth penalty functions (e.g., lasso) building on 'lavaan'. The package is heavily inspired by the ['regsem'](<https://github.com/Rjacobucci/regsem>) and ['lslx'](<https://github.com/psyphh/lslx>) packages.
Version:
1.5.7
Depends:
R (≥ 4.1.0), lavaan, methods
Imports:
Rcpp (≥ 1.0.8), RcppArmadillo, RcppParallel, ggplot2, ggrepel, tidyr, stringr, numDeriv, utils, stats, graphics, rlang, mvtnorm
LinkingTo:
Rcpp, RcppArmadillo, RcppParallel
Suggests:
knitr, plotly, rmarkdown, Rsolnp
Published:
2025-10-18
DOI:
Author:
Jannik H. Orzek 
[aut, cre, cph]
Maintainer:
Jannik H. Orzek <jannik.orzek at mailbox.org>
BugReports:
https://github.com/jhorzek/lessSEM/issues
License:
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:
https://github.com/jhorzek/lessSEM,https://jhorzek.github.io/lessSEM/
NeedsCompilation:
yes
SystemRequirements:
GNU make, C++17
Citation:
Materials:
CRAN checks: