dot-regularizeSEMInternal: .regularizeSEMInternal

In lessSEM: Non-Smooth Regularization for Structural Equation Models

.regularizeSEMInternal

Description

Internal function: This function computes the regularized models for all penaltiy functions which are implemented for glmnet and gist. Use the dedicated penalty functions (e.g., lessSEM::lasso) to penalize the model.

Usage

.regularizeSEMInternal(
  lavaanModel,
  penalty,
  weights,
  tuningParameters,
  method,
  modifyModel,
  control,
  notes = NULL
)

Arguments

lavaanModel	model of class lavaan
penalty	string: name of the penalty used in the model
weights	labeled vector with weights for each of the parameters in the model.
tuningParameters	data.frame with tuning parameter values
method	which optimizer should be used? Currently implemented are ista and glmnet. With ista, the control argument can be used to switch to related procedures (currently gist).
modifyModel	used to modify the lavaanModel. See ?modifyModel.
control	used to control the optimizer. This element is generated with the controlIsta() and controlGlmnet() functions.
notes	option to pass a notes to function. All notes of the current function will be added

Value

regularized SEM

lessSEM documentation built on May 29, 2024, 7:10 a.m.