Performs Iteration Deflation Algorithm

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

IDA function

<dl><dt>X</dt>
<dd>Data matrix where columns represent the \(p\) variables and
rows the \(n\) observations.</dd>
<dt>Y</dt>
<dd>Vector of class probabilities</dd>
<dt>W</dt>
<dd>Weight matrix where columns represent the \(A\) components and rows the <code>X</code> variables. Computed from <code>computeWT</code>.</dd></dl>

Arguments

Author

Iteration Deflation Algorithm — IDA

<dl>

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


<dt>Y</dt>
<dd>Vector of class probabilities</dd>


<dt>W</dt>
<dd>Weight matrix where columns represent the \(A\) components and rows the <code>X</code> variables. Computed from <code>computeWT</code>.</dd>

</dl>

IDA: Iteration Deflation Algorithm

Description

Usage

Value

Arguments

Author

References

See Also