lvnet: Latent Variable Network Modeling

Estimate, fit and compare Structural Equation Models (SEM) and network models (Gaussian Graphical Models; GGM) using OpenMx. Allows for two possible generalizations to include GGMs in SEM: GGMs can be used between latent variables (latent network modeling; LNM) or between residuals (residual network modeling; RNM).

Author
Sacha Epskamp
Date of publication
2016-11-25 14:14:31
Maintainer
Sacha Epskamp <mail@sachaepskamp.com>
License
GPL-2
Version
0.3

View on CRAN

Man pages

EBIClvglasso
Latent variable graphical LASSO using EBIC to select optimal...
lassoSelect
Update lvnatLasso results to select a different model
lav2lvnet
Convert lavaan model to lvnet model matrices
lvglasso
Latent variable graphical LASSO
lvnet
Confirmatory Latent Variable Network Models
lvnetCompare
Compare lvnet objects
lvnetLasso
LASSO model selection
lvnetSearch
Step-wise exploratory search for optimal fitting model
plot.lvnet
Plot model matrices
summary.lvnet
Summary method for lvnet

Files in this package

lvnet
lvnet/inst
lvnet/inst/COPYING
lvnet/inst/COPYRIGHTS
lvnet/NAMESPACE
lvnet/NEWS
lvnet/R
lvnet/R/lvglasso.R
lvnet/R/lassoTest.R
lvnet/R/generateRIMmodel.R
lvnet/R/plot.R
lvnet/R/EBIClvglasso.R
lvnet/R/testNetwork.R
lvnet/R/methods.R
lvnet/R/lav2lvnet.R
lvnet/R/testNetwprl.R
lvnet/R/lassoSelect.R
lvnet/R/lvnetLasso.R
lvnet/R/modelComparison.R
lvnet/R/lvnet.R
lvnet/R/cor2cov.R
lvnet/R/lvnetSearch.R
lvnet/MD5
lvnet/DESCRIPTION
lvnet/man
lvnet/man/lvnetLasso.Rd
lvnet/man/lvglasso.Rd
lvnet/man/lassoSelect.Rd
lvnet/man/lvnetCompare.Rd
lvnet/man/lvnet.Rd
lvnet/man/plot.lvnet.Rd
lvnet/man/lav2lvnet.Rd
lvnet/man/EBIClvglasso.Rd
lvnet/man/lvnetSearch.Rd
lvnet/man/summary.lvnet.Rd