lessSEM: Non-Smooth Regularization for Structural Equation Models
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: | 10.32614/CRAN.package.lessSEM |
| 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: | lessSEM citation info |
| Materials: | README,NEWS |
| CRAN checks: | lessSEM results |
Documentation:
Downloads:
| Package source: | lessSEM_1.5.7.tar.gz |
| Windows binaries: | r-devel:lessSEM_1.5.7.zip, r-release:lessSEM_1.5.7.zip, r-oldrel:lessSEM_1.5.7.zip |
| macOS binaries: | r-release (arm64):lessSEM_1.5.7.tgz, r-oldrel (arm64):lessSEM_1.5.7.tgz, r-release (x86_64):lessSEM_1.5.7.tgz, r-oldrel (x86_64):lessSEM_1.5.7.tgz |
| Old sources: | lessSEM archive |
Linking:
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