Package: DiscreteFDR 2.1.0
Florian Junge
DiscreteFDR: FDR Based Multiple Testing Procedures with Adaptation for Discrete Tests
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" <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 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.
Authors:
DiscreteFDR_2.1.0.tar.gz
DiscreteFDR_2.1.0.tar.gz(r-4.5-noble)DiscreteFDR_2.1.0.tar.gz(r-4.4-noble)
DiscreteFDR_2.1.0.tgz(r-4.4-emscripten)DiscreteFDR_2.1.0.tgz(r-4.3-emscripten)
DiscreteFDR.pdf |DiscreteFDR.html✨
DiscreteFDR/json (API)
NEWS
| # Install 'DiscreteFDR' in R: |
| install.packages('DiscreteFDR', repos = 'https://cloud.r-project.org') |
Bug tracker:https://github.com/disohda/discretefdr/issues0 issues
Last updated 4 months agofrom:5aa6bc3b18. Checks:3 OK. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 14 2025 |
| R-4.5-linux-x86_64 | OK | Mar 14 2025 |
| R-4.4-linux-x86_64 | OK | Mar 14 2025 |
Exports:ADBHDBHDBRDBYdirect.discrete.BHdiscrete.BHfast.Discretefisher.pvalues.supportgenerate.pvalues
Dependencies:backportscheckmatecliDiscreteDatasetsDiscreteTestsgluelifecycleR6RcppRcppArmadillorlang
A Toy Example
Rendered fromtoyexample.Rmdusingknitr::rmarkdownon Mar 14 2025.Last update: 2024-10-24
Started: 2024-07-09
DiscreteFDR: An R package for controlling the false discovery rate for discrete test statistics
Rendered fromDiscreteFDR_vignette.pdf.asisusingR.rsp::asison Mar 14 2025.Last update: 2020-02-14
Started: 2019-07-12
Further Analyses
Rendered fromfurtheranalyses.Rmdusingknitr::rmarkdownon Mar 14 2025.Last update: 2024-10-24
Started: 2024-07-09
Introduction to DiscreteFDR
Rendered fromDiscreteFDR.Rmdusingknitr::rmarkdownon Mar 14 2025.Last update: 2024-07-09
Started: 2019-11-13
Citation
To cite package ‘DiscreteFDR’ in publications use:
Döhler S, Junge F, Durand G (2024). DiscreteFDR: FDR Based Multiple Testing Procedures with Adaptation for Discrete Tests. R package version 2.1.0, https://CRAN.R-project.org/package=DiscreteFDR.
Corresponding BibTeX entry:
@Manual{,
title = {DiscreteFDR: FDR Based Multiple Testing Procedures with
Adaptation for Discrete Tests},
author = {Sebastian Döhler and Florian Junge and Guillermo Durand},
year = {2024},
note = {R package version 2.1.0},
url = {https://CRAN.R-project.org/package=DiscreteFDR},
}
