perm_cont: Permutation procedure when Z is continuous
In ccdf: Distribution-Free Single-Cell Differential Expression Analysis

Description Usage Arguments Value Examples

View source: R/perm_cont.R

Permutation procedure when Z is continuous

1	perm_cont(Y, X, Z)

`Y`	a numeric vector of size `n` containing the preprocessed expressions from `n` samples (or cells).
`X`	a numeric or factor vector of size `n` containing the variable to be tested (the condition to be tested).
`Z`	a numeric vector of size `n` containing the covariate. Multiple variables are not allowed.

X_star a vector of permuted X.

if(interactive()){
X <- rbinom(n=100, size = 1, prob = 0.5)
Z <- rnorm(100,0,1)
Y <- ((X==1)*rnorm(n = 50,0,1)) + ((X==0)*rnorm(n = 50,0.5,1))
res <- perm_cont(Y,X,Z)}