DiscreteFDR (version 2.0.0)
FDR Based Multiple Testing Procedures with Adaptation for
Discrete Tests
Description
Implementations of the multiple testing procedures for discrete
tests described in the paper Döhler, Durand and Roquain (2018) "New FDR
bounds for discrete and heterogeneous tests" . The
main procedures of the paper (HSU and HSD), their adaptive counterparts
(AHSU and AHSD), and the HBR variant are available and are coded to take as
input the results of a test procedure from package 'DiscreteTests', or a set
of observed p-values and their discrete support under their nulls. A
shortcut function to obtain such p-values and supports is also provided,
along with a wrapper allowing to apply discrete procedures directly to data.