quantileComb: Create the quantile combination set for asmbPLS and...

In RunzhiZ/asmbPLS: Predicting and Classifying Patient Phenotypes with Multi-Omics Data

Create the quantile combination set for asmbPLS and asmbPLS-DA

Description

Create the quantile combination set given quantile set for each block.

Usage

quantileComb(quantile.list)

Arguments

quantile.list

A list containing the quantile set for each block.

Value

The quantile combination used for asmbPLS and asmbPLS-DA models.

Examples

## Generate quantile set for each block
## For example, we have three blocks
quantile_1 <- c(0.999, 0.9992, 0.9994, 0.9996, 0.9998)
quantile_2 <- c(0.96, 0.97, 0.98, 0.99, 0.995)
quantile_3 <- c(0.95, 0.96, 0.97, 0.98, 0.99)
quantilelist <- list(quantile_1, quantile_2, quantile_3)
quantile.comb <- quantileComb(quantilelist)

RunzhiZ/asmbPLS documentation built on March 23, 2024, 7:40 p.m.