Package: stageR 1.29.0

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

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stageR.pdf |stageR.html
stageR/json (API)

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

Peer review:

Datasets:
  • esetProstate - Transcript-level abundance estimates in 14 Chinese prostate cancer patients
  • hammer.eset - Hammer dataset

On BioConductor:stageR-1.29.0(bioc 3.21)stageR-1.28.0(bioc 3.20)

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

softwarestatisticalmethod

5.71 score 86 scripts 501 downloads 6 mentions 15 exports 29 dependencies

Last updated 2 months agofrom:2a767cf78b. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 30 2024
R-4.5-winWARNINGNov 30 2024
R-4.5-linuxWARNINGNov 30 2024
R-4.4-winWARNINGNov 30 2024
R-4.4-macWARNINGNov 30 2024
R-4.3-winWARNINGNov 30 2024
R-4.3-macWARNINGNov 30 2024

Exports:adjustedAlphaLevelgetAdjustedPValuesgetAlphagetMethodgetPConfirmationgetPScreengetResultsgetSignificantGenesgetSignificantTxgetTx2geneisAdjustedisPScreenAdjustedstageRstageRTxstageWiseAdjustment

Dependencies:abindaskpassBiobaseBiocGenericscrayoncurlDelayedArraygenericsGenomeInfoDbGenomeInfoDbDataGenomicRangeshttrIRangesjsonlitelatticeMatrixMatrixGenericsmatrixStatsmimeopensslR6S4ArraysS4VectorsSparseArraySummarizedExperimentsysUCSC.utilsXVectorzlibbioc

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

Rendered fromstageRVignette.Rmdusingknitr::rmarkdownon Nov 30 2024.

Last update: 2018-09-11
Started: 2016-12-28

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