asmbPLS.example {asmbPLS} | R Documentation |

## 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.

[Package

*asmbPLS* version 1.0.0

Index]