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Bioconductor - qvalue (development version)

qvalue

This is the development version of qvalue; for the stable release version, see qvalue.

Q-value estimation for false discovery rate control

Bioconductor version: Development (3.22)

This package takes a list of p-values resulting from the simultaneous testing of many hypotheses and estimates their q-values and local FDR values. The q-value of a test measures the proportion of false positives incurred (called the false discovery rate) when that particular test is called significant. The local FDR measures the posterior probability the null hypothesis is true given the test's p-value. Various plots are automatically generated, allowing one to make sensible significance cut-offs. Several mathematical results have recently been shown on the conservative accuracy of the estimated q-values from this software. The software can be applied to problems in genomics, brain imaging, astrophysics, and data mining.

Author: John D. Storey [aut, cre], Andrew J. Bass [aut], Alan Dabney [aut], David Robinson [aut], Gregory Warnes [ctb]

Maintainer: John D. Storey <jstorey at princeton.edu>, Andrew J. Bass <ajbass at emory.edu>

Citation (from within R, enter citation("qvalue")): 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("qvalue")

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("qvalue")
Details See More Suggests knitr Linking To Enhances Depends On Me anota, DEGseq, DrugVsDisease, r3Cseq, webbioc, BonEV, cp4p, isva, ReAD, STAREG Imports Me Anaquin, anota, clusterProfiler, CTSV, DegCre, derfinder, DOSE, edge, erccdashboard, EventPointer, FindIT2, fishpond, LimROTS, metaseqR2, methylKit, MOMA, msmsTests, MWASTools, netresponse, normr, OPWeight, PAST, PolySTest, RiboDiPA, RNAsense, Rnits, RolDE, SDAMS, sights, signatureSearch, SpaceMarkers, subSeq, vsclust, webbioc, IHWpaper, AEenrich, cancerGI, fdrDiscreteNull, glmmSeq, groupedSurv, HDMT, jaccard, medScan, NBPSeq, qch, SeqFeatR, sffdr, shinyExprPortal, ssizeRNA, TFactSR Suggests Me biobroom, LBE, PREDA, RnBeads, swfdr, BootstrapQTL, dartR, dartR.base, dartR.popgen, DGEobj.utils, easylabel, familiar, jackstraw, multiDEGGs, mutoss, Rediscover, seqgendiff, volcano3D, wrMisc Links To Me Build Report Build Report Package Archives

Follow Installation instructions to use this package in your R session.


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