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:Sebastian Döhler [aut, ctb], Florian Junge [aut, ctb, cre]

DiscreteFWER_1.0.0.tar.gz
DiscreteFWER_1.0.0.zip(r-4.7-x86_64)DiscreteFWER_1.0.0.zip(r-4.7-arm64)DiscreteFWER_1.0.0.zip(r-4.6-x86_64)DiscreteFWER_1.0.0.zip(r-4.6-arm64)DiscreteFWER_1.0.0.zip(r-4.5-x86_64)
DiscreteFWER_1.0.0.tgz(r-4.6-x86_64)DiscreteFWER_1.0.0.tgz(r-4.6-arm64)DiscreteFWER_1.0.0.tgz(r-4.5-x86_64)DiscreteFWER_1.0.0.tgz(r-4.5-arm64)
DiscreteFWER_1.0.0.tar.gz(r-4.7-arm64)DiscreteFWER_1.0.0.tar.gz(r-4.7-x86_64)DiscreteFWER_1.0.0.tar.gz(r-4.6-arm64)DiscreteFWER_1.0.0.tar.gz(r-4.6-x86_64)
DiscreteFWER_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
DiscreteFWER/json (API)

# 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

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

cpp

2.00 score 260 downloads 6 exports 19 dependencies

Last updated from:00822bedb9. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK117
linux-devel-x86_64OK115
source / vignettesOK145
linux-release-arm64OK113
linux-release-x86_64OK96
macos-release-arm64OK193
macos-release-x86_64OK313
macos-oldrel-arm64OK228
macos-oldrel-x86_64OK265
windows-devel-arm64OK326
windows-devel-x86_64OK128
windows-release-arm64OK326
windows-release-x86_64OK94
windows-oldrel-x86_64OK107
wasm-releaseOK88

Exports:DBonferroniDHochbergDHolmdirect_discrete_FWERdiscrete_FWERDSidak

Dependencies:backportscheckmatecliDiscreteDatasetsDiscreteFDRDiscreteTestsgluelifecyclemagrittrpillarpkgconfigR6RcppRcppArmadillorlangtibbleutf8vctrswithr

Readme and manuals

Help Manual

Help pageTopics
FWER-Based Multiple Testing Procedures with Adaptation for Discrete TestsDiscreteFWER-package DiscreteFWER
Discrete Bonferroni ProcedureDBonferroni DBonferroni.default DBonferroni.DiscreteTestResults
Discrete Hochberg ProcedureDHochberg DHochberg.default DHochberg.DiscreteTestResults
Discrete Holm ProcedureDHolm DHolm.default DHolm.DiscreteTestResults
Direct Application of Multiple Testing Procedures to Datasetdirect_discrete_FWER
Discrete Family-wise Error Rate (FWER) Adaptation Proceduresdiscrete_FWER discrete_FWER.default discrete_FWER.DiscreteTestResults
Discrete Šidák Procedure for Independent TestsDSidak DSidak.default DSidak.DiscreteTestResults
Histogram of Raw P-Valueshist.DiscreteFWER
Plot Method for 'DiscreteFWER' objectsplot.DiscreteFWER
Printing discrete FWER resultsprint.DiscreteFWER
Summarizing Discrete FWER Resultsprint.summary.DiscreteFWER summary.DiscreteFWER