generate_mc_samples

Generates a Monte Carlo sample of model parameters from a multivariate normal distribution.

internal

Within-subject mediation analysis using structural equation modeling.
Examine how changes in an outcome variable between two conditions are mediated
through one or more variables. Supports within-subject mediation analysis using
the 'lavaan' package by Rosseel (2012) <doi:10.18637/jss.v048.i02>,
and extends Monte Carlo confidence interval estimation to missing data scenarios
using the 'semmcci' package by Pesigan and Cheung (2023) <doi:10.3758/s13428-023-02114-4>.

Wendie Yang

wsMed

Within-Subject Mediation Analysis Using Structural Equation
Modeling

Shu Fai Cheung

generate_mc_samples function

<dl><dt>fit</dt>
<dd>A fitted <code>lavaan</code> model.</dd>
<dt>resolved_map</dt>
<dd>A dependency map from <code>resolve_all_dependencies()</code>.</dd>
<dt>R</dt>
<dd>Integer. Number of Monte Carlo samples to generate.</dd>
<dt>seed</dt>
<dd>Integer. Random seed.</dd></dl>

Arguments

Generate Monte Carlo Samples — generate_mc_samples

<dl>

<dt>fit</dt>
<dd>A fitted <code>lavaan</code> model.</dd>


<dt>resolved_map</dt>
<dd>A dependency map from <code>resolve_all_dependencies()</code>.</dd>


<dt>R</dt>
<dd>Integer. Number of Monte Carlo samples to generate.</dd>


<dt>seed</dt>
<dd>Integer. Random seed.</dd>

</dl>

generate_mc_samples: Generate Monte Carlo Samples

Description

Usage

Value

Arguments