Package: genefilter 1.89.0

Bioconductor Package Maintainer

genefilter: genefilter: methods for filtering genes from high-throughput experiments

Some basic functions for filtering genes.

Authors:Robert Gentleman [aut], Vincent J. Carey [aut], Wolfgang Huber [aut], Florian Hahne [aut], Emmanuel Taiwo [ctb], Khadijah Amusat [ctb], Bioconductor Package Maintainer [cre]

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NEWS

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

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • tdata - A small test dataset of Affymetrix Expression data.

On BioConductor:genefilter-1.89.0(bioc 3.21)genefilter-1.88.0(bioc 3.20)

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

microarrayfortrancpp

11.32 score 152 packages 2.4k scripts 21k downloads 142 mentions 49 exports 47 dependencies

Last updated 2 months agofrom:46934e9a8e. Checks:OK: 1 WARNING: 8. Indexed: yes.

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Exports:AnovaareaAUCcolFtestscolttestscoxfiltercvdist2eSetFilterfastTfeatureFilterfilter_volcanofiltered_pfiltered_RfilterfunfindLargestgapFiltergenefiltergenefindergenescalegetFilterNamesgetFuncDescgetRdAsTexthalf.range.modeisESetkappa_pkappa_tkOverAmaxAnsFilterparseArgsparseDescpAUCplotpOverArejection_plotrowFtestsrowpAUCsrowSdsrowttestsrowVarssenssetESetArgsshorthshowshowESetspecttestvarFilter

Dependencies:annotateAnnotationDbiaskpassBiobaseBiocGenericsBiostringsbitbit64blobcachemclicpp11crayoncurlDBIfastmapgenericsGenomeInfoDbGenomeInfoDbDatagluehttrIRangesjsonliteKEGGRESTlatticelifecycleMatrixMatrixGenericsmatrixStatsmemoisemimeopensslpkgconfigplogrpngR6rlangRSQLiteS4VectorssurvivalsysUCSC.utilsvctrsXMLxtableXVectorzlibbioc

How to find genes whose expression profile is similar to that of specified genes

Rendered fromhowtogenefinder.Rmdusingknitr::rmarkdownon Dec 18 2024.

Last update: 2023-03-16
Started: 2023-03-16

03 - Additional plots for: Independent filtering increases power for detecting differentially expressed genes, Bourgon et al., PNAS (2010)

Rendered fromindependent_filtering_plots.Rnwusingknitr::knitron Dec 18 2024.

Last update: 2021-01-14
Started: 2013-10-25

Using the genefilter function to filter genes from a microarray dataset

Rendered fromhowtogenefilter.Rmdusingknitr::rmarkdownon Dec 18 2024.

Last update: 2023-03-28
Started: 2023-03-28

Readme and manuals

Help Manual

Help pageTopics
A filter function for Analysis of VarianceAnova
A filter function for univariate Cox regression.coxfilter
A filter function for the coefficient of variation.cv
Calculate an n-by-n matrix by applying a function to all pairs of columns of an m-by-n matrix.dist2
A function to filter an eSet objecteSetFilter getFilterNames getFuncDesc getRdAsText isESet parseArgs parseDesc setESetArgs showESet
Volcano plot for overall variance filteringfilter_volcano
Compute and adjust p-values, with filteringfiltered_p filtered_R
Creates a first FALSE exiting function from the list of filter functions it is given.filterfun
Find the Entrez Gene ID corresponding to the largest statisticfindLargest
A filter to select genes based on there being a gap.gapFilter
A function to filter genes.genefilter
Deprecated functions in package 'genefilter'genefilter-deprecated
Finds genes that have similar patterns of expression.genefinder genefinder,ExpressionSet,vector-method genefinder,matrix,vector-method
Scales a matrix or vector.genescale
Mode estimation for continuous datahalf.range.mode
Compute proportionality constant for fold change bound.kappa_p kappa_t
A filter function for k elements larger than A.kOverA
A filter function to filter according to the maximum.maxA
Filtering of Features in an ExpressionSetfeatureFilter nsFilter nsFilter,ExpressionSet-method varFilter
A filter function to filter according to the proportion of elements larger than A.pOverA
Plot rejections vs. p-value cutoffrejection_plot
t-tests and F-tests for rows or columns of a matrixcolFtests colFtests,ExpressionSet,character-method colFtests,ExpressionSet,factor-method colFtests,matrix,factor-method colttests colttests,ExpressionSet,character-method colttests,ExpressionSet,factor-method colttests,ExpressionSet,missing-method colttests,matrix,factor-method colttests,matrix,missing-method fastT rowFtests rowFtests,ExpressionSet,character-method rowFtests,ExpressionSet,factor-method rowFtests,matrix,factor-method rowttests rowttests,ExpressionSet,character-method rowttests,ExpressionSet,factor-method rowttests,ExpressionSet,missing-method rowttests,matrix,factor-method rowttests,matrix,missing-method
Rowwise ROC and pAUC computationrowpAUCs rowpAUCs,ExpressionSet,ANY-method rowpAUCs,ExpressionSet,character-method rowpAUCs,matrix,factor-method rowpAUCs,matrix,numeric-method rowpAUCs-methods
Class "rowROC"area area,rowROC-method AUC AUC,rowROC-method pAUC pAUC,rowROC,numeric-method plot,rowROC,missing-method rowROC rowROC-class sens sens,rowROC-method show,rowROC-method spec spec,rowROC-method [,rowROC,ANY,ANY,ANY-method
Row variance and standard deviation of a numeric arrayrowSds rowVars
A location estimator based on the shorthshorth
A small test dataset of Affymetrix Expression data.tdata
A filter function for a t.testttest