Package: DiscreteFDR 2.0.1-241120
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_2.0.1-241120.tar.gz
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DiscreteFDR.pdf |DiscreteFDR.html✨
DiscreteFDR/json (API)
NEWS
| # Install 'DiscreteFDR' in R: |
| install.packages('DiscreteFDR', repos = c('https://disohda.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/disohda/discretefdr/issues
Last updated 3 days agofrom:2346818969. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 20 2024 |
| R-4.5-win-x86_64 | OK | Nov 20 2024 |
| R-4.5-linux-x86_64 | OK | Nov 20 2024 |
| R-4.4-win-x86_64 | OK | Nov 20 2024 |
| R-4.4-mac-x86_64 | OK | Nov 20 2024 |
| R-4.4-mac-aarch64 | OK | Nov 20 2024 |
| R-4.3-win-x86_64 | OK | Nov 20 2024 |
| R-4.3-mac-x86_64 | OK | Nov 20 2024 |
| R-4.3-mac-aarch64 | OK | Nov 20 2024 |
Exports:ADBHDBHDBRDBYdirect.discrete.BHdiscrete.BHfast.Discretefisher.pvalues.supportgenerate.pvalues
Dependencies:backportscheckmatecliDiscreteDatasetsDiscreteTestsgluelifecycleR6RcppRcppArmadillorlang
A Toy Example
Rendered fromtoyexample.Rmdusingknitr::rmarkdownon Nov 20 2024.Last update: 2024-10-24
Started: 2024-07-03
DiscreteFDR: An R package for controlling the false discovery rate for discrete test statistics
Rendered fromDiscreteFDR_vignette.pdf.asisusingR.rsp::asison Nov 20 2024.Last update: 2024-07-03
Started: 2021-07-28
Further Analyses
Rendered fromfurtheranalyses.Rmdusingknitr::rmarkdownon Nov 20 2024.Last update: 2024-10-24
Started: 2024-07-03
Introduction to DiscreteFDR
Rendered fromDiscreteFDR.Rmdusingknitr::rmarkdownon Nov 20 2024.Last update: 2024-07-03
Started: 2021-07-28
