normalize

Normalization rows or columns of a matrix

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

normalize function

<dl><dt>X</dt>
<dd>matrix with numeric values</dd>
<dt>dim</dt>
<dd>which dimension to normalize (1 for rows, 2 for columns)</dd>
<dt>weights</dt>
<dd>vector with normalization weights, by default 2-norm is used</dd></dl>

Arguments

Normalization rows or columns of a matrix — normalize

<dl>

<dt>X</dt>
<dd>matrix with numeric values</dd>


<dt>dim</dt>
<dd>which dimension to normalize (1 for rows, 2 for columns)</dd>


<dt>weights</dt>
<dd>vector with normalization weights, by default 2-norm is used</dd>

</dl>

normalize: Normalization rows or columns of a matrix

Description

Usage

Arguments