DiscreteFDR: FDR Based Multiple Testing Procedures with Adaptation forDiscrete 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.
| Version: | 2.1.0 |
| Depends: | R (≥ 3.00) |
| Imports: | Rcpp (≥ 1.0.12),DiscreteTests (≥ 0.2.1),lifecycle,checkmate,DiscreteDatasets |
| LinkingTo: | Rcpp,RcppArmadillo |
| Suggests: | rmarkdown,knitr,R.rsp,kableExtra |
| Published: | 2024-12-14 |
| DOI: | 10.32614/CRAN.package.DiscreteFDR |
| Author: | Sebastian Döhler [aut, ctb], Florian Junge [aut, ctb, cre], Guillermo Durand [aut, ctb], Etienne Roquain [ctb], Christina Kihn [ctb] |
| Maintainer: | Florian Junge <diso.fbmn at h-da.de> |
| BugReports: | https://github.com/DISOhda/DiscreteFDR/issues |
| License: | GPL-3 |
| URL: | https://github.com/DISOhda/DiscreteFDR |
| NeedsCompilation: | yes |
| Language: | en-US |
| Materials: | NEWS |
| In views: | Omics |
| CRAN checks: | DiscreteFDR results |
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