simpls

SIMPLS algorithm for calibration of PLS model

Implements Procrustes cross-validation method for Principal Component Analysis, Principal Component Regression and Partial Least Squares regression models. S. Kucheryavskiy (2023) <doi:10.1016/j.aca.2023.341096>.

Sergey Kucheryavskiy

Procrustes Cross-Validation

simpls function

<dl><dt>X</dt>
<dd>a matrix with x values (predictors)</dd>
<dt>Y</dt>
<dd>a matrix with y values (responses)</dd>
<dt>ncomp</dt>
<dd>number of components to calculate</dd></dl>

Arguments

SIMPLS algorithm — simpls

<dl>

<dt>X</dt>
<dd>a matrix with x values (predictors)</dd>


<dt>Y</dt>
<dd>a matrix with y values (responses)</dd>


<dt>ncomp</dt>
<dd>number of components to calculate</dd>

</dl>

simpls: SIMPLS algorithm

Description

Usage

Value

Arguments

References