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DegNorm

This is the released version of DegNorm; for the devel version, see DegNorm.

All versions 3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13, 3.12

DegNorm: degradation normalization for RNA-seq data


Bioconductor version: Release (3.23)

This package performs degradation normalization in bulk RNA-seq data to improve differential expression analysis accuracy. It provides estimates for each gene within each sample.

Author: Ji-Ping Wang [aut, cre] ORCID iD ORCID: 0000-0002-8398-939X

Maintainer: Ji-Ping Wang <jzwang at northwestern.edu>

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

Ji-Ping Wang. DegNorm: DegNorm: degradation normalization for RNA-seq data. doi:10.18129/B9.bioc.DegNorm, R package version 1.22.0, https://bioconductor.org/packages/DegNorm.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("DegNorm")

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("DegNorm")
DegNorm HTML R Script
Reference ManualPDF
NEWSText

Details

biocViews Alignment, BatchEffect, Coverage, DataImport, DifferentialExpression, GeneExpression, ImmunoOncology, Normalization, QualityControl, RNASeq, Sequencing, Software
Version1.22.0
In Bioconductor sinceBioC 3.12 (R-4.0) (6 years)
License LGPL (>= 3)
Depends R (>= 4.0.0), methods
Imports Rcpp (>= 1.0.2), GenomicFeatures, txdbmaker, parallel, foreach, S4Vectors, doParallel, Rsamtools (>= 1.31.2), GenomicAlignments, heatmaply, data.table, stats, ggplot2, GenomicRanges, IRanges, plyr, plotly, utils, viridis
System Requirements
URL
Bug Reportshttps://github.com/jipingw/DegNorm/issues
See More
Suggests knitr, rmarkdown, formatR
Linking To Rcpp, RcppArmadillo, S4Vectors, IRanges
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report, r-universe

Package Archives

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

Source Package DegNorm_1.22.0.tar.gz
Windows Binary (x86_64) DegNorm_1.22.0.zip
macOS Binary (big-sur-x86_64) DegNorm_1.22.0.tgz
macOS Binary (sonoma-arm64) DegNorm_1.22.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/DegNorm
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/DegNorm
Package Short Url https://bioconductor.org/packages/DegNorm/
Package Downloads ReportDownload Stats