H0_reference: Get reference distribution for resampling tests

In MUVR2: Multivariate Methods with Unbiased Variable Selection

Get reference distribution for resampling tests

Description

Make reference distribution for resampling tests to assess overfitting.

Usage

H0_reference(Y, n = 1000, fitness = c("Q2", "BER", "MISS", "AUROC"), ...)

Arguments

Y	the target variable
n	number of permutations to run
fitness	number of repetitions for each permutation (defaults to value of actual model)
...	additional arguments for sampling from distribution

Value

a histogram of reference distribution

Examples

data("freelive2")
H0_reference(YR2)

MUVR2 documentation built on Sept. 16, 2024, 9:06 a.m.