simuData

This simulated data set contains the expression of 1000 genes for 4 clusters from 48 different individuals.

datasets

Regularized version of partial least square approaches providing sparse, group, and sparse group versions of partial least square regression models (Liquet, B., Lafaye de Micheaux, P., Hejblum B., Thiebaut, R. (2016) <doi:10.1093/bioinformatics/btv535>). Version of PLS Discriminant analysis is also provided.

Benoit Liquet

sgPLS

Sparse Group Partial Least Square Methods

simuData function

A list containing the following components:<dl>
 <dt><code>X</code></dt>
<dd>data matrix with 48 rows and 1000 columns. Each row represents 
 an experimental sample, and each column a single gene.</dd>	<dt><code>Y</code></dt>
<dd>a factor variable indicating the cluster of each subject</dd> 
</dl>

Format

Simulated Data for group PLS-DA model — simuData

A list containing the following components:<dl>
 <dt><code>X</code></dt>
<dd>data matrix with 48 rows and 1000 columns. Each row represents 
 an experimental sample, and each column a single gene.</dd>

	<dt><code>Y</code></dt>
<dd>a factor variable indicating the cluster of each subject</dd>

 
</dl>

simuData: Simulated Data for group PLS-DA model

Description

Usage

Arguments

Format

Details