toscca.lv

Gets latent variables from data and estimates.

Performs Thresholded Ordered Sparse Canonical Correlation Analysis (CCA). For more details see Senar, N. (2024) <doi:10.1093/bioadv/vbae021> and Senar, N. et al. (2025) <doi:10.48550/arXiv.2503.15140>.

Nuria Senar

toscca

Thresholded Ordered Sparse CCA

toscca.lv function

<dl><dt>data</dt>
<dd>List containint both observation amtrices.</dd>
<dt>alpha</dt>
<dd>px1 numeric vector. canonical weights for X.</dd>
<dt>beta</dt>
<dd>qx1 numeric vector. canonical weights for Y.</dd></dl>

Arguments

Get latent variables — toscca.lv

<dl>

<dt>data</dt>
<dd>List containint both observation amtrices.</dd>


<dt>alpha</dt>
<dd>px1 numeric vector. canonical weights for X.</dd>


<dt>beta</dt>
<dd>qx1 numeric vector. canonical weights for Y.</dd>

</dl>

toscca.lv: Get latent variables

Description

Usage

Arguments