onlineFDR
This is the development version of onlineFDR; for the stable release version, see onlineFDR.
Online error rate control
Bioconductor version: Development (3.21)
This package allows users to control the false discovery rate (FDR) or familywise error rate (FWER) for online multiple hypothesis testing, where hypotheses arrive in a stream. In this framework, a null hypothesis is rejected based on the evidence against it and on the previous rejection decisions.
Author: David S. Robertson [aut, cre], Lathan Liou [aut], Aaditya Ramdas [aut], Adel Javanmard [ctb], Andrea Montanari [ctb], Jinjin Tian [ctb], Tijana Zrnic [ctb], Natasha A. Karp [aut]
Maintainer: David S. Robertson <david.robertson at mrc-bsu.cam.ac.uk>
citation("onlineFDR")):
Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("onlineFDR")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("onlineFDR")| Advanced usage of onlineFDR | HTML | R Script |
| The theory behind onlineFDR | HTML | R Script |
| Using the onlineFDR package | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | MultipleComparison, Software, StatisticalMethod |
| Version | 2.15.0 |
| In Bioconductor since | BioC 3.8 (R-3.5) (6 years) |
| License | GPL-3 |
| Depends | |
| Imports | stats, Rcpp, progress |
| System Requirements | |
| URL | https://dsrobertson.github.io/onlineFDR/index.html |
See More
| Suggests | knitr, rmarkdown, testthat, covr |
| Linking To | Rcpp, RcppProgress |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | onlineFDR_2.15.0.tar.gz |
| Windows Binary (x86_64) | onlineFDR_2.15.0.zip |
| macOS Binary (x86_64) | onlineFDR_2.15.0.tgz |
| macOS Binary (arm64) | |
| Source Repository | git clone https://git.bioconductor.org/packages/onlineFDR |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/onlineFDR |
| Bioc Package Browser | https://code.bioconductor.org/browse/onlineFDR/ |
| Package Short Url | https://bioconductor.org/packages/onlineFDR/ |
| Package Downloads Report | Download Stats |