PT - Permutation Test

Test for no adverse shift via permutations.

pt_refit()

Permutation Test By Refitting

pt_oob()

Permutation Test With Out-Of-Bag Scores

pt_from_os()

Permutation Test from Outlier Scores

AT - Asymptotic Test

Test for no adverse shift using the asymptotic null distribution.

at_oob()

Asymptotic Test With Out-Of-Bag Scores

at_from_os()

Asymptotic Test from Outlier Scores

BF - Bayes Factor

Bayesian test for no adverse shift via Bayesian bootstrap.

bf_from_os()

Bayesian Test from Outlier Scores

bf_compare()

Bayesian and Frequentist Test from Outlier Scores

as_pvalue()

Convert Bayes Factor to P-value

as_bf()

Convert P-value to Bayes Factor

Generic Functions

S3 methods (generics).

plot(<outlier.test>)

Plot frequentist test for no adverse shift.

plot(<outlier.bayes>)

Plot Bayesian test for no adverse shift.

print(<outlier.test>)

Print frequentist test for no adverse shift.

print(<outlier.bayes>)

Print Bayesian test for no adverse shift.

Test Statistic

Compute specified test statistic.

wauc_from_os()

Weighted AUC from Outlier Scores