DOI: 10.18129/B9.bioc.EDASeq    

Exploratory Data Analysis and Normalization for RNA-Seq

Bioconductor version: Release (3.6)

Numerical and graphical summaries of RNA-Seq read data. Within-lane normalization procedures to adjust for GC-content effect (or other gene-level effects) on read counts: loess robust local regression, global-scaling, and full-quantile normalization (Risso et al., 2011). Between-lane normalization procedures to adjust for distributional differences between lanes (e.g., sequencing depth): global-scaling and full-quantile normalization (Bullard et al., 2010).

Author: Davide Risso [aut, cre, cph], Sandrine Dudoit [aut], Ludwig Geistlinger [ctb]

Maintainer: Davide Risso <risso.davide at gmail.com>

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PDF R Script EDASeq: Exploratory Data Analysis and Normalization for RNA-Seq data
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biocViews DifferentialExpression, Preprocessing, QualityControl, RNASeq, Sequencing, Software
Version 2.12.0
In Bioconductor since BioC 2.9 (R-2.14) (6.5 years)
License Artistic-2.0
Depends Biobase(>= 2.15.1), ShortRead(>= 1.11.42)
Imports methods, graphics, BiocGenerics, IRanges(>= 1.13.9), DESeq, aroma.light, Rsamtools(>= 1.5.75), biomaRt, Biostrings, AnnotationDbi, GenomicFeatures, GenomicRanges
Suggests BiocStyle, knitr, yeastRNASeq, leeBamViews, edgeR, KernSmooth
URL https://github.com/drisso/EDASeq
BugReports https://github.com/drisso/EDASeq/issues
Depends On Me metaseqR, RUVSeq
Imports Me DaMiRseq, EnrichmentBrowser, TCGAbiolinks
Suggests Me HTSFilter, oneChannelGUI
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Source Package EDASeq_2.12.0.tar.gz
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Source Repository git clone https://git.bioconductor.org/packages/EDASeq
Package Short Url http://bioconductor.org/packages/EDASeq/
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