Other packages > Find by keyword >

sparseSEM  

Elastic Net Penalized Maximum Likelihood for Structural Equation Models with Network GPT Framework
View on CRAN: Click here


Download and install sparseSEM package within the R console
Install from CRAN:
install.packages("sparseSEM")

Install from Github:
library("remotes")
install_github("cran/sparseSEM")

Install by package version:
library("remotes")
install_version("sparseSEM", "4.1")



Attach the package and use:
library("sparseSEM")
Maintained by
Anhui Huang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-08-26
Latest Update: 2024-10-27
Description:
Provides elastic net penalized maximum likelihood estimator for structural equation models (SEM). The package implements 'lasso' and 'elastic net' (l1/l2) penalized SEM and estimates the model parameters with an efficient block coordinate ascent algorithm that maximizes the penalized likelihood of the SEM.Hyperparameters are inferred from cross-validation (CV).A Stability Selection (STS) function is also available to provide accurate causal effect selection. The software achieves high accuracy performance through a 'Network Generative Pre-trained Transformer' (Network GPT) Framework with two steps: 1) pre-trains the model to generate a complete (fully connected) graph; and 2) uses the complete graph as the initial state to fit the 'elastic net' penalized SEM.
How to cite:
Anhui Huang (2014). sparseSEM: Elastic Net Penalized Maximum Likelihood for Structural Equation Models with Network GPT Framework. R package version 4.1, https://cran.r-project.org/web/packages/sparseSEM. Accessed 08 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:07), 2.3 (2014-08-26 15:41), 2.5 (2014-09-04 07:49), 3.8-1 (2023-05-04 13:10), 3.8-2 (2023-06-11 21:30), 3.8 (2023-04-21 14:40), 4.0 (2023-08-09 11:10)
Other packages that cited sparseSEM R package
View sparseSEM citation profile
Other R packages that sparseSEM depends, imports, suggests or enhances
Complete documentation for sparseSEM
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

shinymodels  
Interactive Assessments of Models
Launch a 'shiny' application for 'tidymodels' results. For classification or regression models, the ...
Download / Learn more Package Citations See dependency  
eDMA  
Dynamic Model Averaging with Grid Search
Perform dynamic model averaging with grid search as in Dangl and Halling (2012) ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
imguR  
An Imgur.com API Client Package
A complete API client for the image hosting service Imgur.com, including the an imgur graphics devic ...
Download / Learn more Package Citations See dependency  
kriens  
Continuation Passing Style Development
Provides basic functions for Continuation-Passing Style development. ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,495

Author Associations

28,990

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA