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.

Package details

AuthorJannik H. Orzek [aut, cre, cph] (ORCID: <https://orcid.org/0000-0002-3123-2248>)
MaintainerJannik H. Orzek <jannik.orzek@mailbox.org>
LicenseGPL (>= 2)
Version1.5.6
URL https://github.com/jhorzek/lessSEM https://jhorzek.github.io/lessSEM/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("lessSEM")

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lessSEM documentation built on Aug. 26, 2025, 1:07 a.m.