permute {stabiliser}

permute

Description

Calculates permutation threshold for null model, where a specified model is run over multiple bootstrap resamples of multiple permuted version of the dataset.

Arguments

data

a dataframe containing an outcome variable to be permuted

outcome

the outcome to be permuted as a string (i.e. "y")

permutations

the number of times to be permuted per repeat

perm_boot_reps

the number of times to repeat each set of permutations

quantile

The quantile of null stabilities to use as a threshold.