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 28 Aug. 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

shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
mxnorm  
Apply Normalization Methods to Multiplexed Images
Implements methods to normalize multiplexed imaging data, including statistical metrics and visuali ...
Download / Learn more Package Citations See dependency  
spatialCovariance  
Computation of Spatial Covariance Matrices for Data on Rectangles
Functions that compute the spatial covariance matrix for the matern and power classes of spatial mod ...
Download / Learn more Package Citations See dependency  
survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  
NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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