asmbPLS.example {asmbPLS}

Example data for asmbPLS algorithm

Description

Simulated data for asmbPLS.

Usage

data(asmbPLS.example)

Format

A list including 8 components:

1) X.matrix, a matrix with 100 samples (rows) and 400 features (columns, 1-200 are microbial taxa, 201-400 are metabolites);

2) X.matrix.new, a matrix to be predicted with 100 samples (rows) and 400 features (columns, 1-200 are microbial taxa, 201-400 are metabolites);

3) Y.matrix, a matrix with 100 samples (rows) and 1 column (log-transformed survival time);

4) X.dim, dimension of the two blocks in X.matrix;

5) PLS.comp, selected number of PLS components;

6) quantile.comb, selected quantile combinations;

7) quantile.comb.table.cv, pre-defined quantile combinations for cross validation;

8) Y.indicator, a vector containing the event indicator for each sample.