DiscreteFDR v1.0

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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.

Functions in DiscreteFDR

Name Description
DBR [DBR-lambda] procedure
fisher.pvalues.support Computing discrete p-values and their support for Fisher's exact tests
kernel.ADBH Kernel functions for ADBH
ADBH [AHSU] and [AHSD] procedures
DBH [HSU] and [HSD] procedures
build.stepfuns Building step functions from pCDFlist
amnesia Amnesia and other drug reactions in the MHRA pharmacovigilance spontaneous reporting system
match.pvals Matching raw p-values with supports
short.eff Shortcuts for critical values computation
kernel.DBR Kernel functions for DBR
kernel.DBH Kernel functions for DBH
DiscreteFDR-package DiscreteFDR: Multiple Testing Procedures with Adaptation for Discrete Tests
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Details

Type Package
Date 2018-07-04
License MIT + file LICENSE
Encoding UTF-8
LazyData true
RoxygenNote 6.0.1
NeedsCompilation no
Packaged 2018-07-09 13:14:43 UTC; gdurand
Repository CRAN
Date/Publication 2018-07-10 16:50:07 UTC

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