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Showing content from https://www.bioconductor.org/packages/devel/bioc/html/GSEABenchmarkeR.html below:

Bioconductor - GSEABenchmarkeR (development version)

GSEABenchmarkeR

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

Reproducible GSEA Benchmarking

Bioconductor version: Development (3.22)

The GSEABenchmarkeR package implements an extendable framework for reproducible evaluation of set- and network-based methods for enrichment analysis of gene expression data. This includes support for the efficient execution of these methods on comprehensive real data compendia (microarray and RNA-seq) using parallel computation on standard workstations and institutional computer grids. Methods can then be assessed with respect to runtime, statistical significance, and relevance of the results for the phenotypes investigated.

Author: Ludwig Geistlinger [aut, cre], Gergely Csaba [aut], Mara Santarelli [ctb], Lucas Schiffer [ctb], Marcel Ramos [ctb], Ralf Zimmer [aut], Levi Waldron [aut]

Maintainer: Ludwig Geistlinger <ludwig.geistlinger at gmail.com>

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

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("GSEABenchmarkeR")
Details biocViews DifferentialExpression, GeneExpression, GeneSetEnrichment, GraphAndNetwork, ImmunoOncology, Microarray, Network, NetworkEnrichment, Pathways, RNASeq, ReportWriting, Software, Visualization Version 1.29.1 In Bioconductor since BioC 3.7 (R-3.5) (7 years) License Artistic-2.0 Depends R (>= 4.5.0), Biobase, SummarizedExperiment Imports AnnotationDbi, AnnotationHub, BiocFileCache, BiocParallel, edgeR, EnrichmentBrowser, ExperimentHub, grDevices, graphics, KEGGandMetacoreDzPathwaysGEO, KEGGdzPathwaysGEO, methods, S4Vectors, stats, utils System Requirements URL https://github.com/waldronlab/GSEABenchmarkeR Bug Reports https://github.com/waldronlab/GSEABenchmarkeR/issues See More Package Archives

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


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