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 16 Jul. 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

tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
bbdetection  
Identification of Bull and Bear States of the Market
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency  
wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
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  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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