DiscreteFDR: Multiple Testing Procedures with Adaptation for Discrete Tests

Multiple testing procedures described in the paper Döhler, Durand and Roquain (2018) "New FDR bounds for discrete and heterogeneous tests" <doi:10.1214/18-EJS1441>. 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 a set of observed p-values and their discrete support under the null. A function to compute such p-values and supports for Fisher's exact tests is also provided, along with a wrapper allowing to apply discrete procedures directly from contingency tables.

Package details

AuthorSebastian Döhler [ctb], Guillermo Durand [aut, ctb], Florian Junge [aut, cre], Etienne Roquain [ctb]
MaintainerFlorian Junge <[email protected]>
LicenseMIT + file LICENSE
Version1.3-4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("DiscreteFDR")

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DiscreteFDR documentation built on Feb. 14, 2020, 5:07 p.m.