Package: DiscreteFWER 1.0.0
DiscreteFWER: FWER-Based Multiple Testing Procedures with Adaptation for Discrete Tests
Implementations of several multiple testing procedures that control the family-wise error rate (FWER) designed specifically for discrete tests. Included are discrete adaptations of the Bonferroni, Holm, Hochberg and Šidák procedures as described in the papers Döhler (2010) "Validation of credit default probabilities using multiple-testing procedures" <doi:10.21314/JRMV.2010.062> and Zhu & Guo (2019) "Family-Wise Error Rate Controlling Procedures for Discrete Data" <doi:10.1080/19466315.2019.1654912>. The main procedures of this package 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 apply discrete procedures directly to data is also provided.
Authors:
DiscreteFWER_1.0.0.tar.gz
DiscreteFWER_1.0.0.zip(r-4.5)DiscreteFWER_1.0.0.zip(r-4.4)DiscreteFWER_1.0.0.zip(r-4.3)
DiscreteFWER_1.0.0.tgz(r-4.4-x86_64)DiscreteFWER_1.0.0.tgz(r-4.4-arm64)DiscreteFWER_1.0.0.tgz(r-4.3-x86_64)DiscreteFWER_1.0.0.tgz(r-4.3-arm64)
DiscreteFWER_1.0.0.tar.gz(r-4.5-noble)DiscreteFWER_1.0.0.tar.gz(r-4.4-noble)
DiscreteFWER_1.0.0.tgz(r-4.4-emscripten)DiscreteFWER_1.0.0.tgz(r-4.3-emscripten)
DiscreteFWER.pdf |DiscreteFWER.html✨
DiscreteFWER/json (API)
NEWS
| # Install 'DiscreteFWER' in R: |
| install.packages('DiscreteFWER', repos = c('https://disohda.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/disohda/discretefwer/issues
Last updated 1 days agofrom:00822bedb9. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 27 2024 |
| R-4.5-win-x86_64 | OK | Nov 27 2024 |
| R-4.5-linux-x86_64 | OK | Nov 27 2024 |
| R-4.4-win-x86_64 | OK | Nov 27 2024 |
| R-4.4-mac-x86_64 | OK | Nov 27 2024 |
| R-4.4-mac-aarch64 | OK | Nov 27 2024 |
| R-4.3-win-x86_64 | OK | Nov 27 2024 |
| R-4.3-mac-x86_64 | OK | Nov 27 2024 |
| R-4.3-mac-aarch64 | OK | Nov 27 2024 |
Exports:DBonferroniDHochbergDHolmdirect_discrete_FWERdiscrete_FWERDSidak
Dependencies:backportscheckmatecliDiscreteDatasetsDiscreteFDRDiscreteTestsgluelifecycleR6RcppRcppArmadillorlang
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| FWER-Based Multiple Testing Procedures with Adaptation for Discrete Tests | DiscreteFWER-package DiscreteFWER |
| Discrete Bonferroni Procedure | DBonferroni DBonferroni.default DBonferroni.DiscreteTestResults |
| Discrete Hochberg Procedure | DHochberg DHochberg.default DHochberg.DiscreteTestResults |
| Discrete Holm Procedure | DHolm DHolm.default DHolm.DiscreteTestResults |
| Direct Application of Multiple Testing Procedures to Dataset | direct_discrete_FWER |
| Discrete Family-wise Error Rate (FWER) Adaptation Procedures | discrete_FWER discrete_FWER.default discrete_FWER.DiscreteTestResults |
| Discrete Šidák Procedure for Independent Tests | DSidak DSidak.default DSidak.DiscreteTestResults |
| Histogram of Raw P-Values | hist.DiscreteFWER |
| Plot Method for 'DiscreteFWER' objects | plot.DiscreteFWER |
| Printing discrete FWER results | print.DiscreteFWER |
| Summarizing Discrete FWER Results | print.summary.DiscreteFWER summary.DiscreteFWER |
