computeWT

Compute weight and score matrices for Partial Least Squares classification

internal

It estimates power and sample size for Partial Least Squares-based methods described in Andreella, et al., (2024), <doi:10.48550/arXiv.2403.10289>.

Angela Andreella

powerPLS

Power Analysis for PLS Classification

computeWT function

<dl><dt>X</dt>
<dd>Data matrix where columns represent the \(p\) variables and
rows the \(n\) observations.</dd>
<dt>Y</dt>
<dd>Data matrix where columns represent the two classes and
rows the \(n\) observations.</dd>
<dt>A</dt>
<dd>Number of score components</dd></dl>

Arguments

Author

Compute weight and score matrices from PLSc — computeWT

<dl>

<dt>X</dt>
<dd>Data matrix where columns represent the \(p\) variables and
rows the \(n\) observations.</dd>


<dt>Y</dt>
<dd>Data matrix where columns represent the two classes and
rows the \(n\) observations.</dd>


<dt>A</dt>
<dd>Number of score components</dd>

</dl>

computeWT: Compute weight and score matrices from PLSc

Description

Usage

Value

Arguments

Author