getDesign.MB function

getDesign.MB

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

getDesign.MB(Xh)

Arguments

• Xh: List of explanatory blocks.

Returns

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

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.

Examples

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

Author(s)

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