pen_mod

This function create a lavaan model syntax with paths corresponding to paremeters penalized to 0 removed.

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).

Ross Jacobucci

regsem

Regularized Structural Equation Modeling

Kevin Grimm

Andreas Brandmaier

Sarfaraz Serang

Rogier Kievit

Florian Scharf

Xiaobei Li

Ai Ye

pen_mod function

<dl><dt>model</dt>
<dd>lavaan output object.</dd>
<dt>nm</dt>
<dd>names(regsemOutput$coefficients).</dd>
<dt>pars_pen</dt>
<dd>a vector of numbers corresponding to paths to be removed (same sequence as regsemOutput$coefficients).</dd></dl>

Arguments

Penalized model syntax. — pen_mod

<dl>

<dt>model</dt>
<dd>lavaan output object.</dd>


<dt>nm</dt>
<dd>names(regsemOutput$coefficients).</dd>


<dt>pars_pen</dt>
<dd>a vector of numbers corresponding to paths to be removed (same sequence as regsemOutput$coefficients).</dd>

</dl>

pen_mod: Penalized model syntax.

Description

Usage

Value

Arguments