onlineFDR
Online error rate control
Bioconductor version: 3.24 · Package version: 2.21.0
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.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("onlineFDR")Details
| Maintainer | David S. Robertson <david.robertson@mrc-bsu.cam.ac.uk> |
| 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] |
| License | GPL-3 |
| URL | https://dsrobertson.github.io/onlineFDR/index.html |
| Downloads rank | 320 |
| Source branch | devel |
| biocViews | MultipleComparison, Software, StatisticalMethod |
Documentation
- Advanced usage of onlineFDR
- The theory behind onlineFDR
- Managing online multiple hypothesis testing using the onlineFDR package
Download
Follow the installation instructions to use this package in your R session.
| Source package | onlineFDR_2.21.0.tar.gz |
| Windows binary (x86_64) | onlineFDR_2.21.0.zip |
| macOS binary (arm64) | onlineFDR_2.21.0.tgz |
| macOS binary (x86_64) | onlineFDR_2.21.0.tgz |