MUVR2 (version 0.1.0)

H0_reference: 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"), ...)

Value

a histogram of reference distribution

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

Examples

# \donttest{
data("freelive2")
H0_reference(YR2)
# }