Package: Category 2.73.0

Bioconductor Package Maintainer

Category: Category Analysis

A collection of tools for performing category (gene set enrichment) analysis.

Authors:Robert Gentleman [aut], Seth Falcon [ctb], Deepayan Sarkar [ctb], Robert Castelo [ctb], Bioconductor Package Maintainer [cre]

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Category.pdf |Category.html
Category/json (API)
NEWS

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

Peer review:

On BioConductor:Category-2.71.0(bioc 3.20)Category-2.70.0(bioc 3.19)

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

annotationgopathwaysgenesetenrichment

7.07 score 19 packages 204 scripts 2.5k downloads 78 exports 51 dependencies

Last updated 22 days agofrom:1ae31f4d55. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 30 2024
R-4.5-winNOTEOct 30 2024
R-4.5-linuxNOTEOct 30 2024
R-4.4-winNOTEOct 30 2024
R-4.4-macNOTEOct 30 2024
R-4.3-winNOTEOct 30 2024
R-4.3-macNOTEOct 30 2024

Exports:.doHyperGTestallGeneIdsannotationannotation<-applyByCategorycateGOrycategoryNamecategoryToEntrezBuildercb_childrencb_contingencycb_parse_band_Hscb_parse_band_Mmcb_sigBandscb_testchildrenOfChrBandTreeFromGraphchrGraphconditionalconditional<-DatPkgFactorydescriptioneffectSizeexampleLevelsexpectedCountsfindAMstatsgeneCountsgeneIdsgeneIds<-geneIdsByCategorygeneIdUniversegeneMappedCountgetPathNamesGO2AllProbesGSEAGOHyperGParamsGSEAKEGGHyperGParamsgseattpermhtmlReporthyperghyperGTestID2EntrezIDID2GOID2KEGGinitializeKEGG2AllProbeslevel2nodeslgeneIdslinearMTestmakeChrBandGraphmakeChrBandGSCmakeChrBandInciMatmakeEBcontrmakeValidParamsMAPAmatNewChrBandTreeOBOCollectionDatPkgOBOHyperGParamsoddsRatiosontologyontology<-organismparentOfprobes2MAPprobes2PathpvalueCutoffpvalueCutoff<-pvaluesshowsigCategoriessummarytestDirectiontestDirection<-testNametreeLevelsttpermuniverseBuilderuniverseCountsuniverseGeneIdsuniverseMappedCount

Dependencies:annotateAnnotationDbiaskpassBHBiobaseBiocGenericsBiostringsbitbit64blobcachemclicpp11crayoncurlDBIfastmapgenefilterGenomeInfoDbGenomeInfoDbDatagluegraphGSEABasehttrIRangesjsonliteKEGGRESTlatticelifecycleMatrixMatrixGenericsmatrixStatsmemoisemimeopensslpkgconfigplogrpngR6RBGLrlangRSQLiteS4VectorssurvivalsysUCSC.utilsvctrsXMLxtableXVectorzlibbioc

Using Categories to Analyze Microarray Data

Rendered fromCategory.Rnwusingutils::Sweaveon Oct 30 2024.

Last update: 2021-01-25
Started: 2013-10-25

Using Chromosome Bands as Categories

Rendered fromChromBand.Rnwusingutils::Sweaveon Oct 30 2024.

Last update: 2019-11-08
Started: 2013-10-25

Readme and manuals

Help Manual

Help pageTopics
Apply a function to a vector of statistics, by categoryapplyByCategory
Construct a category membership matrix from a list of gene identifiers and their annotated GO categories.cateGOry
Defunct Functions in Package 'Category'Category-defunct cb_parse_band_hsa chrBandInciMat condGeneIdUniverse geneGoHyperGeoTest geneKeggHyperGeoTest isConditional
Return a list mapping category ids to Entrez Gene idscategoryToEntrezBuilder categoryToEntrezBuilder,GOHyperGParams-method categoryToEntrezBuilder,KEGGHyperGParams-method categoryToEntrezBuilder,OBOHyperGParams-method categoryToEntrezBuilder,PFAMHyperGParams-method
Create and Test Contingency Tables of Chromosome Band Annotationscb_children cb_contingency cb_sigBands
Parse Homo Sapiens Chromosome Band Annotationscb_parse_band_Hs
Parse Mus Musculus Chromosome Band Annotationscb_parse_band_Mm
Chromosome Band Tree-Based Hypothesis Testingcb_test
Class "ChrBandTree"allGeneIds allGeneIds,ChrBandTree-method childrenOf childrenOf,ChrBandTree,character-method ChrBandTree-class geneIds,ChrBandTree-method level2nodes level2nodes,ChrBandTree,character-method level2nodes,ChrBandTree,numeric-method lgeneIds lgeneIds,ChrBandTree-method parentOf parentOf,ChrBandTree,character-method show,ChrBandTree-method treeLevels treeLevels,ChrBandTree-method
Class "ChrMapHyperGParams"ChrMapHyperGParams-class conditional,ChrMapHyperGParams-method conditional<-,ChrMapHyperGParams,logical-method
Class "ChrMapHyperGResult"ChrMapHyperGResult-class conditional,ChrMapHyperGResult-method
Class "ChrMapLinearMParams"ChrMapLinearMParams-class
Class "ChrMapLinearMResult"chrGraph,ChrMapLinearMResult-method ChrMapLinearMResult-class
Class "DatPkg"AffyDatPkg-class ArabidopsisDatPkg-class DatPkg-class DatPkgFactory DatPkgFactory,character-method DatPkgFactory,ChipDb-method DatPkgFactory,OBOCollection,GeneSetCollection-method DatPkgFactory,OrgDb-method GeneSetCollectionDatPkg GO2AllProbes GO2AllProbes,DatPkg-method GO2AllProbes,GeneSetCollectionDatPkg-method GO2AllProbes,Org.XX.egDatPkg-method GO2AllProbes,YeastDatPkg-method ID2EntrezID ID2EntrezID,AffyDatPkg-method ID2EntrezID,ArabidopsisDatPkg-method ID2EntrezID,GeneSetCollectionDatPkg-method ID2EntrezID,Org.XX.egDatPkg-method ID2EntrezID,YeastDatPkg-method ID2GO ID2GO,DatPkg-method ID2GO,GeneSetCollectionDatPkg-method ID2KEGG ID2KEGG,DatPkg-method ID2KEGG,GeneSetCollectionDatPkg-method isDBDatPkg,DatPkg-method isDBDatPkg,GeneSetCollectionDatPkg-method KEGG2AllProbes KEGG2AllProbes,DatPkg-method KEGG2AllProbes,GeneSetCollectionDatPkg-method OBOCollectionDatPkg OBOCollectionDatPkg-class Org.XX.egDatPkg-class organism,DatPkg-method organism,GeneSetCollectionDatPkg-method YeastDatPkg-class
Extract estimated effect sizeseffectSize
Display a sample node from each level of a ChrBandTree objectexampleLevels
Compute per category summary statisticsfindAMstats
A function to print pathway names given their numeric ID.getPathNames
Class "GOHyperGParams"annotation,GOHyperGParams-method categoryName,GOHyperGParams-method conditional,GOHyperGParams-method conditional<-,GOHyperGParams,logical-method GOHyperGParams-class ontology,GOHyperGParams-method ontology<-,GOHyperGParams,character-method show,GOHyperGParams-method
Helper function for constructing a GOHyperGParams objects or KEGGHyperGParams objects from a GeneSetCollectionGSEAGOHyperGParams GSEAKEGGHyperGParams
Permutation p-values for GSEAgseattperm
Hypergeometric (gene set enrichment) tests on character vectors.hyperg hyperg,character-method hyperg,list-method
Class "HyperGParams"annotation,HyperGParams-method annotation<-,HyperGParams,character-method categoryName categoryName,HyperGParams-method conditional conditional,HyperGParams-method conditional<- geneIds,HyperGParams-method geneIds<- geneIds<-,HyperGParams,ANY-method geneIds<-,HyperGParams,logical-method HyperGParams-class initialize,HyperGParams-method makeValidParams,HyperGParams-method ontology ontology,HyperGParams-method ontology<- organism,HyperGParams-method pvalueCutoff,HyperGParams-method pvalueCutoff<- pvalueCutoff<-,HyperGParams-method show,HyperGParams-method testDirection,HyperGParams-method testDirection<- testDirection<-,HyperGParams-method universeGeneIds universeGeneIds,HyperGParams-method
Accessors for HyperGResult Objectsannotation annotation,HyperGResultBase-method chrGraph chrGraph,ChrMapHyperGResult-method description description,HyperGResultBase-method expectedCounts expectedCounts,ChrMapHyperGResult-method expectedCounts,HyperGResult-method geneCounts geneCounts,HyperGResultBase-method geneIds geneIds,HyperGResultBase-method geneIdsByCategory geneIdsByCategory,HyperGResultBase-method geneIdUniverse geneIdUniverse,ChrMapHyperGResult-method geneIdUniverse,HyperGResult-method geneMappedCount geneMappedCount,HyperGResultBase-method htmlReport htmlReport,HyperGResultBase-method htmlReport,KEGGHyperGResult-method htmlReport,PFAMHyperGResult-method HyperGResult-accessors oddsRatios oddsRatios,ChrMapHyperGResult-method oddsRatios,HyperGResult-method organism,HyperGResult-method pvalueCutoff pvalueCutoff,HyperGResultBase-method pvalues pvalues,ChrMapHyperGResult-method pvalues,HyperGResult-method sigCategories sigCategories,HyperGResultBase-method summary,HyperGResultBase-method summary,KEGGHyperGResult-method summary,PFAMHyperGResult-method testDirection testDirection,HyperGResultBase-method testName testName,HyperGResultBase-method universeCounts universeCounts,HyperGResultBase-method universeMappedCount universeMappedCount,HyperGResultBase-method
Class "HyperGResult"HyperGResult-class KEGGHyperGResult-class PFAMHyperGResult-class
Class "HyperGResultBase"conditional,HyperGResultBase-method HyperGResultBase-class show,HyperGResultBase-method
Hypergeometric Test for association of categories and geneshyperGTest hyperGTest,ChrMapHyperGParams-method hyperGTest,HyperGParams-method hyperGTest,KEGGHyperGParams-method hyperGTest,PFAMHyperGParams-method
Class "KEGGHyperGParams" and "PFAMHyperGParams"KEGGHyperGParams-class PFAMHyperGParams-class
Class "LinearMParams"annotation,LinearMParams-method annotation<-,LinearMParams,character-method categoryName,LinearMParams-method conditional,LinearMParams-method conditional<-,LinearMParams,logical-method geneIds,LinearMParams-method geneIds<-,LinearMParams,ANY-method LinearMParams-class pvalueCutoff,LinearMParams-method pvalueCutoff<-,LinearMParams-method show,LinearMParams-method testDirection,LinearMParams-method testDirection<-,LinearMParams-method universeGeneIds,LinearMParams-method
Class "LinearMResult"effectSize,LinearMResult-method LinearMResult-class pvalues,LinearMResult-method summary,LinearMResult-method
Class "LinearMResultBase"annotation,LinearMResultBase-method conditional,LinearMResultBase-method description,LinearMResultBase-method geneIds,LinearMResultBase-method geneIdsByCategory,LinearMResultBase-method geneIdUniverse,LinearMResultBase-method geneMappedCount,LinearMResultBase-method LinearMResultBase-class pvalueCutoff,LinearMResultBase-method show,LinearMResultBase-method sigCategories,LinearMResultBase-method summary,LinearMResultBase-method testDirection,LinearMResultBase-method testName,LinearMResultBase-method universeCounts,LinearMResultBase-method universeMappedCount,LinearMResultBase-method
A linear model-based test to detect enrichment of unusual genes in categorieslinearMTest linearMTest,LinearMParams-method
Create a graph representing chromosome band annotation datamakeChrBandGraph
A function to make the contrast vectors needed for EBarraysmakeEBcontr
Non-standard Generic for Checking Validity of Parameter ObjectsmakeValidParams
Mapping chromosome bands to genesmakeChrBandGSC makeChrBandInciMat MAPAmat
Create a new ChrBandTree objectChrBandTreeFromGraph NewChrBandTree
Class "OBOHyperGParams"annotation,OBOHyperGParams-method categoryName,OBOHyperGParams-method conditional,OBOHyperGParams-method conditional<-,OBOHyperGParams,logical-method OBOHyperGParams OBOHyperGParams-class show,OBOHyperGParams-method
Map probe IDs to MAP regions.probes2MAP
A function to map probe identifiers to pathways.probes2Path
A simple function to compute a permutation t-test.ttperm
Return a vector of gene identifiers with category annotationsuniverseBuilder universeBuilder,GOHyperGParams-method universeBuilder,KEGGHyperGParams-method universeBuilder,OBOHyperGParams-method universeBuilder,PFAMHyperGParams-method