The dks package consists of a set of diagnostic functions for multiple testing methods. The functions can be used to determine if the p-values produced by a multiple testing procedure are correct. These functions are designed to be applied to simulated data. The functions require the entire set of p-values from multiple simulated studies, so that the joint distribution can be evaluated.
|Author||Jeffrey T. Leek <firstname.lastname@example.org>|
|Date of publication||None|
|Maintainer||Jeffrey T. Leek <email@example.com>|
cred.set: Calculate a credible set for the posterior distribution on...
dks: Frequentist and Bayesian diagnostic tests for multiple...
dksdata: Simulated null p-values from the uniform distribution.
dks.pvalue: Frequentist diagnostic test for multiple testing p-values.
P: Simulated null p-values from the uniform distribution.
pprob.dist: The posterior distribution for the hyper-parameters of the...
pprob.uniform: Bayesian diagnostic test for multiple testing p-values.