Package: onlineFDR 2.15.0

David S. Robertson

onlineFDR: Online error rate control

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.

Authors: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]

onlineFDR_2.15.0.tar.gz
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onlineFDR.pdf |onlineFDR.html✨
onlineFDR/json (API)
NEWS

# Install 'onlineFDR' in R:
install.packages('onlineFDR', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/dsrobertson/onlinefdr/issues

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

On BioConductor:onlineFDR-2.15.0(bioc 3.21)onlineFDR-2.14.0(bioc 3.20)

multiplecomparisonsoftwarestatisticalmethoderror-rate-controlfdrfwerhypothesis-testingcpp

6.87 score 14 stars 25 scripts 105 downloads 1 mentions 19 exports 13 dependencies

Last updated 2 months agofrom:4d673fd926. Checks:OK: 1 WARNING: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 29 2024
R-4.5-win-x86_64WARNINGNov 29 2024
R-4.5-linux-x86_64WARNINGNov 29 2024
R-4.4-win-x86_64WARNINGNov 29 2024
R-4.4-mac-x86_64WARNINGNov 29 2024
R-4.4-mac-aarch64WARNINGNov 29 2024
R-4.3-win-x86_64WARNINGNov 29 2024
R-4.3-mac-x86_64WARNINGNov 29 2024
R-4.3-mac-aarch64WARNINGNov 29 2024

Exports:ADDISADDIS_spendingAlpha_investingAlpha_spendingBatchBHBatchPRDSBatchStBHbonfInfiniteLONDLONDstarLORDLORDdepLORDstaronline_fallbackSAFFRONSAFFRONstarsetBoundStoreyBHsupLORD

Dependencies:clicrayongluehmslifecyclepkgconfigprettyunitsprogressR6RcppRcppProgressrlangvctrs

Advanced usage of onlineFDR

Rendered fromadvanced-usage.Rmdusingknitr::rmarkdownon Nov 29 2024.

Last update: 2022-08-25
Started: 2020-10-30

The theory behind onlineFDR

Rendered fromtheory.Rmdusingknitr::rmarkdownon Nov 29 2024.

Last update: 2022-08-25
Started: 2020-10-30

Managing online multiple hypothesis testing using the onlineFDR package

David S. Robertson, Lathan Liou, Aaditya Ramdas and Natasha A. Karp

Rendered fromonlineFDR.Rmdusingknitr::rmarkdownon Nov 29 2024.

Last update: 2022-08-25
Started: 2020-10-30