getDesign.MB: getDesign.MB

getDesign.MBR Documentation

getDesign.MB

Description

Computes a new design matrix for the multi-block data by running individual PLS between all omics and calculating its correlation.

Usage

getDesign.MB(Xh)

Arguments

Xh

List of explanatory blocks.

Details

The getDesign.MB function follows the suggestion made by the mixOmics group for computing design matrices for their algorithms. For more information, check https://mixomicsteam.github.io/mixOmics-Vignette/id_06.html#id_06:diablo-design.

Value

A design matrix optimized for the X multi-omic data.

Author(s)

Pedro Salguero Garcia. Maintainer: pedsalga@upv.edu.es

Examples

data("X_multiomic")
X <- X_multiomic
design <- getDesign.MB(X)


Coxmos documentation built on April 4, 2025, 12:20 a.m.