LOO: LOO - Integration Multi-omics

In CNRGH/crimmix: Multi-omics Integration

Description

LOO - Integration Multi-omics

Usage

LOO(data, method, it.max = NULL, mc.cores = 1, ...)

Arguments

data	List of matrices.
method	A character value specifying the method to run (See Details).
it.max	An integer to define number of maximum iteration (smaller than the number of samples)
mc.cores	An integer that define the number of cores to parallelize
...	Additionnal parameters for each methods

Value

results of the method on each subset

Examples

c_1 <- simulateY(J=1000, prop=0.1, noise=1)
c_2 <- simulateY(J=2000, prop=0.1, noise=1)
c_3 <- simulateY(J=500, prop=0.1,  noise=0.5)
data <- list(c_1$data , c_2$data , c_3$data)
res <- LOO(data,K=4,method="SGCCA")

CNRGH/crimmix documentation built on Dec. 11, 2019, 5:27 a.m.