Package: stageR 1.33.0

Koen Van den Berge

stageR: stageR: stage-wise analysis of high throughput gene expression data in R

The stageR package allows automated stage-wise analysis of high-throughput gene expression data. The method is published in Genome Biology at https://genomebiology.biomedcentral.com/articles/10.1186/s13059-017-1277-0

Authors:Koen Van den Berge and Lieven Clement

stageR_1.33.0.tar.gz
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stageR_1.33.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
stageR/json (API)

# Install 'stageR' in R:
install.packages('stageR', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • esetProstate - Transcript-level abundance estimates in 14 Chinese prostate cancer patients
  • hammer.eset - Hammer dataset

On BioConductor:stageR-1.33.0(bioc 3.24)stageR-1.34.0(bioc 3.23)

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

softwarestatisticalmethod

4.74 score 184 scripts 676 downloads 6 mentions 15 exports 17 dependencies

Last updated from:d375191583. Checks:2 ERROR, 7 WARNING, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
bioc-checksERROR174
linux-devel-x86_64WARNING288
source / vignettesERROR279
linux-release-x86_64WARNING269
macos-release-arm64WARNING185
macos-oldrel-arm64WARNING146
windows-develWARNING249
windows-releaseWARNING264
windows-oldrelWARNING271
wasm-releaseOK150

Exports:adjustedAlphaLevelgetAdjustedPValuesgetAlphagetMethodgetPConfirmationgetPScreengetResultsgetSignificantGenesgetSignificantTxgetTx2geneisAdjustedisPScreenAdjustedstageRstageRTxstageWiseAdjustment

Dependencies:abindBiobaseBiocGenericsDelayedArraygenericsGenomicRangesIRangeslatticeMatrixMatrixGenericsmatrixStatsS4ArraysS4VectorsSeqinfoSparseArraySummarizedExperimentXVector

Readme and manuals

Help Manual

Help pageTopics
Get adjusted significance level from the screening stage.adjustedAlphaLevel adjustedAlphaLevel,stageR adjustedAlphaLevel,stageRTx adjustedAlphaLevel,stageRTx-method
Transcript-level abundance estimates in 14 Chinese prostate cancer patientsesetProstate
Retrieve the stage-wise adjusted p-values.getAdjustedPValues getAdjustedPValues,stageR getAdjustedPValues,stageRTx getAdjustedPValues,stageRTx,logical,logical-method
Retrieve the significance level for the stage-wise adjustment.getAlpha getAlpha,stageR getAlpha,stageRTx getAlpha,stageRTx-method
Retrieve FWER correction method.getMethod getMethod,stageR getMethod,stageRTx getMethod,stageRTx-method
Return unadjusted confirmation hypothesis p-values from a 'stageRClass' object.getPConfirmation getPConfirmation,stageR getPConfirmation,stageRTx getPConfirmation,stageRTx-method
Return screening hypothesis p-values from a 'stageRClass' object.getPScreen getPScreen,stageR getPScreen,stageRTx getPScreen,stageRTx-method
Get significance results according to a stage-wise analysis.getResults getResults,stageR getResults,stageRTx
Return significant genes when performing transcript-level analysis.getSignificantGenes getSignificantGenes,stageRTx
Return significant transcripts when performing transcript-level analysis.getSignificantTx getSignificantTx,stageR getSignificantTx,stageRTx
Retrieve the data frame linking genes to transcripts.getTx2gene getTx2gene,stageRTx
Hammer datasethammer.eset
Has stage-wise adjustment already been performed on the object?isAdjusted isAdjusted,stageR isAdjusted,stageRTx isAdjusted,stageRTx-method
Are the screening p-values adjusted for multiplicity?isPScreenAdjusted isPScreenAdjusted,stageR isPSCreenAdjusted,stageRTx isPScreenAdjusted,stageRTx-method
Create stageR objectstageR
The stageR classstageRClass stageRTxClass
Create stageRTx object.stageRTx
adjust p-values in a two-stage analysisstageWiseAdjustment stageWiseAdjustment,stageR stageWiseAdjustment,stageRTx stageWiseAdjustment,stageRTx,character,numeric-method