# DiscreteFDR v1.1

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## Multiple Testing Procedures with Adaptation for Discrete Tests

Multiple testing procedures described in the paper D<c3><b6>hler, 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.

## Functions in DiscreteFDR

 Name Description DiscreteFDR-package DiscreteFDR: Multiple Testing Procedures with Adaptation for Discrete Tests kernel.DBR Kernel functions for DBR match.pvals Matching raw p-values with supports short.eff Shortcuts for critical values computation build.stepfuns Building step functions from pCDFlist fast.Discrete Fast application of discrete procedures kernel.ADBH Kernel functions for ADBH amnesia Amnesia and other drug reactions in the MHRA pharmacovigilance spontaneous reporting system fisher.pvalues.support Computing discrete p-values and their support for Fisher's exact tests kernel.DBH Kernel functions for DBH DBR [DBR-lambda] procedure ADBH [AHSU] and [AHSD] procedures DBH [HSU] and [HSD] procedures No Results!