det_range

This function perform regsem on bootstrap samples to determine the initial range for stability selection. Interquartile range of the bootstrap optimal regularization amounts are uesd as the final range.

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

det_range function

<dl><dt>data</dt>
<dd>data frame</dd>
<dt>model</dt>
<dd>lavaan output object.</dd>
<dt>times</dt>
<dd>number of bootstrap samples used.</dd>
<dt>...</dt>
<dd>Any additional arguments to pass to regsem() or cv_regsem().</dd></dl>

Arguments

Determine the initial range for stability selection — det_range

<dl>

<dt>data</dt>
<dd>data frame</dd>


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


<dt>times</dt>
<dd>number of bootstrap samples used.</dd>


<dt>...</dt>
<dd>Any additional arguments to pass to regsem() or cv_regsem().</dd>

</dl>

det_range: Determine the initial range for stability selection

Description

Usage

Value

Arguments