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dks (version 1.18.0)

The double Kolmogorov-Smirnov package for evaluating multiple testing procedures.

Description

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.

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Version

Version

1.18.0

License

GPL

Maintainer

Jeffrey T Leek

Last Published

February 15th, 2017

Functions in dks (1.18.0)

cred.set

Calculate a credible set for the posterior distribution on the Beta hyperparameters.
P

Simulated null p-values from the uniform distribution.
pprob.dist

The posterior distribution for the hyper-parameters of the Beta distribution.
pprob.uniform

Bayesian diagnostic test for multiple testing p-values.
dks

Frequentist and Bayesian diagnostic tests for multiple testing p-values.
dksdata

Simulated null p-values from the uniform distribution.
dks.pvalue

Frequentist diagnostic test for multiple testing p-values.