mvregmed.lavaan.dat

Set up data to input to lavaan structural equation model (sem)

 model

Mediation analysis for multiple mediators by penalized structural equation models with different types of penalties depending on whether there are multiple mediators and only one exposure and one outcome variable (using sparse group lasso) or multiple exposures, multiple mediators, and multiple outcome variables (using lasso, L1, penalties).

Jason Sinnwell

regmed

Regularized Mediation Analysis

Daniel Schaid

mvregmed.lavaan.dat function

<dl> <dt>x</dt>
<dd>matrix of exposure variables</dd> <dt>mediator</dt>
<dd>matrix of mediators</dd> <dt>y</dt>
<dd>matrix of outcome variables</dd><dt>max.cor</dt>
<dd>maximum correlation within mediators, so that fitting is more robust</dd></dl>

Arguments

Author

Set up data to input to lavaan sem — mvregmed.lavaan.dat

<dl>

 <dt>x</dt>
<dd>matrix of exposure variables</dd>

 <dt>mediator</dt>
<dd>matrix of mediators</dd>

 <dt>y</dt>
<dd>matrix of outcome variables</dd>

<dt>max.cor</dt>
<dd>maximum correlation within mediators, so that fitting is more robust</dd>

</dl>

mvregmed.lavaan.dat: Set up data to input to lavaan sem

Description

Usage

Value

Arguments

Author

Details

References