res_data_integration {visCorVar}R Documentation

Output of the data integration with block.splsda

Description

This dataset contains the output of the data integration with block.splsda (package mixOmics).

Details

The correlation matrix Sigma indicates the correlation between block variables of the same block or the block variables of different blocks. The samples (n=24) follow a multivariate normal distribution with mean equal to 0 and covariance matrix Sigma. The three blocks are built thanks to theses samples : the first block X1 has 300 variables, the second block X2 has 200 variables and the third block has 150 variables.

The response variable has categorical variable with two possible values. In the design matrix, all blocks are connected. The number of components is equal to 2. 20 variables are selected on each component.

res_data_integration is the output of the function block.splsda (package mixOmics).

Examples

load(system.file("extdata", "res_data_integration.rda", package="visCorVar"))


[Package visCorVar version 0.6 Index]