cvRegularizedSEM-class: Class for cross-validated regularized SEM

In lessSEM: Non-Smooth Regularization for Structural Equation Models

Class for cross-validated regularized SEM

Description

Class for cross-validated regularized SEM

Slots

parameters

data.frame with parameter estimates for the best combination of the tuning parameters

transformations

transformed parameters

cvfits

data.frame with all combinations of the tuning parameters and the sum of the cross-validation fits

parameterLabels

character vector with names of all parameters

regularized

character vector with names of regularized parameters

cvfitsDetails

data.frame with cross-validation fits for each subset

subsets

matrix indicating which person is in which subset

subsetParameters

optional: data.frame with parameter estimates for all combinations of the tuning parameters in all subsets

misc

list with additional return elements

notes

internal notes that have come up when fitting the model

lessSEM documentation built on Nov. 5, 2025, 5:09 p.m.