It conducts a redundancy analysis using the OpenMx package.
 Missing data are handled with the full information maximum likelihood
 method when raw data are available. It provides standard errors on the
 standardized estimates.

A set of functions for some multivariate analyses utilizing a
structural equation modeling (SEM) approach through the 'OpenMx' package.
These analyses include canonical correlation analysis (CANCORR),
redundancy analysis (RDA), and multivariate principal component regression (MPCR).
It implements procedures discussed in Gu and Cheung (2023) <doi:10.1111/bmsp.12301>,
Gu, Yung, and Cheung (2019) <doi:10.1080/00273171.2018.1512847>, and
Gu et al. (2023) <doi:10.1080/00273171.2022.2141675>.

Mike Cheung

mulSEM

Some Multivariate Analyses using Structural Equation Modeling

Fei Gu

Yiu-Fai Yung

rda function

<dl> <dt>X_vars</dt>
<dd>A vector of characters of the X variables.</dd> <dt>Y_vars</dt>
<dd>A vector of characters of the Y variables.</dd> <dt>data</dt>
<dd>A data frame of raw data.</dd> <dt>Cov</dt>
<dd>A covariance or correlation matrix if <code>data</code> is not
	available.</dd> <dt>numObs</dt>
<dd>A sample size if <code>data</code> is not available.</dd> <dt>extraTries</dt>
<dd>This function calls <code>mxTryHard</code>
	to obtain the parameter estimates and their standard
	errors. <code>extraTries</code> indicates the number of extra runs. If
	<code>extraTries=0</code>, <code>mxRun</code> is called.</dd> <dt>...</dt>
<dd>Additional arguments sent to either
	<code>mxTryHard</code> or <code>mxRun</code>.</dd></dl>

Arguments

Mike W.-L. Cheung &lt;mikewlcheung@nus.edu.sg&gt;

Author

Redundancy Analysis — rda

<dl>

 <dt>X_vars</dt>
<dd>A vector of characters of the X variables.</dd>

 <dt>Y_vars</dt>
<dd>A vector of characters of the Y variables.</dd>

 <dt>data</dt>
<dd>A data frame of raw data.</dd>

 <dt>Cov</dt>
<dd>A covariance or correlation matrix if <code>data</code> is not
	available.</dd>

 <dt>numObs</dt>
<dd>A sample size if <code>data</code> is not available.</dd>

 <dt>extraTries</dt>
<dd>This function calls <code>mxTryHard</code>
	to obtain the parameter estimates and their standard
	errors. <code>extraTries</code> indicates the number of extra runs. If
	<code>extraTries=0</code>, <code>mxRun</code> is called.</dd>

 <dt>...</dt>
<dd>Additional arguments sent to either
	<code>mxTryHard</code> or <code>mxRun</code>.</dd>

</dl>

rda: Redundancy Analysis

Description

Usage

Value

Arguments

Author

References

See Also