toscca.tStat

Get the estatistic for the permutations.

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.tStat function

<dl><dt>cancor</dt>
<dd>Numeric. Canonical Correlation estimate.</dd>
<dt>A</dt>
<dd>An nxp matrix.</dd>
<dt>B</dt>
<dd>An nxq matrix.</dd>
<dt>C</dt>
<dd>An nxs matrix. Confounding variables.</dd>
<dt>type</dt>
<dd>Character. Choice of statistic: Canonical correlation, Wilks'statistic or Roy's statistic.</dd></dl>

Arguments

Get the estatistic for the permutations. — toscca.tStat

<dl>

<dt>cancor</dt>
<dd>Numeric. Canonical Correlation estimate.</dd>


<dt>A</dt>
<dd>An nxp matrix.</dd>


<dt>B</dt>
<dd>An nxq matrix.</dd>


<dt>C</dt>
<dd>An nxs matrix. Confounding variables.</dd>


<dt>type</dt>
<dd>Character. Choice of statistic: Canonical correlation, Wilks'statistic or Roy's statistic.</dd>

</dl>

toscca.tStat: Get the estatistic for the permutations.

Description

Usage

Value

Arguments