doPerm: Title

In IOBR/IOBR: Immune Oncology Biological Research

Title

Description

doPerm performs permutation-based sampling and runs the CoreAlg function iteratively.

Usage

doPerm(perm, X, Y, absolute, abs_method)

Arguments

perm	Number of permutations to perform.
X	Input matrix or data frame containing the predictor variables.
Y	Numeric vector containing the response variable.
absolute	Logical value indicating whether to use absolute space or relative space for the weights.
abs_method	String indicating the method to calculate the weights in absolute space. Can be either 'sig.score' or 'no.sumto1'.

Value

A list containing the distribution of correlation coefficients from the permutations.

Examples

X <- matrix(rnorm(100), nrow = 10)
y <- rnorm(10)
result <- doPerm(1000, X, Y, absolute = FALSE, abs_method = "sig.score")

IOBR/IOBR documentation built on Nov. 13, 2024, 5:22 a.m.