Regularized Structural Equation Modeling
Generates an EFA model to be used by lavaan and regsem Function create...
This function extracts RAM matrices from a lavaan object.
Calculates the fit indices
Multiple starts for Regularized Structural Equation Modeling
Takes either a vector of parameter ids or a vector of named parameters...
Penalized model syntax.
Plot function for cv_regsem
Calculates the objective function values.
Calculates the gradient vector based on Von Oertzen and Brick, 2014
Compute quasi Hessian
Take RAM matrices, multiplies, and returns Implied Covariance matrix.
Regularized Structural Equation Modeling. Tests a single penalty. For ...
Stability selection
Stability selection, parallelized version
Tuning the probability threshold.
print information about cvregsem object
Summary results from regsem.
Function to performed exploratory mediation with continuous and catego...
The main function that runs multiple penalty values.
Determine the initial range for stability selection
Determine the initial range for stability selection, parallel version
Uses both ridge and lasso penalties (and extensions) to penalize specific parameters in structural equation models. The package offers additional cost functions, cross validation, and other extensions beyond traditional structural equation models. Also contains a function to perform exploratory mediation (XMed).