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DESCRIPTION
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Package: varistran
Title: Variance Stabilizing Transformations appropriate for RNA-Seq expression
data
Description: Transform RNA-Seq count data so that variance due to biological
noise plus its count-based nature is stable across genes with different
average expression levels. This takes the form of a log transformation which is
moderated for low counts. Transforming data in this way makes many statistical
and machine learning techniques applicable. A Shiny report function showing
diagnostic plots based on the transformed data is also provided.
Authors@R: person("Paul", "Harrison", email = "[email protected]", role = c("aut", "cre"))
Maintainer: Paul Harrison <[email protected]>
URL: https://github.com/MonashBioinformaticsPlatform/varistran
Version: 1.0.5
License: LGPL-2.1 | file LICENSE
Depends:
grid
Imports:
MASS,
ggplot2,
shiny,
miniUI,
seriation,
gridBase
Suggests:
edgeR,
limma,
DESeq2,
biomaRt,
NBPSeq
RoxygenNote: 7.3.2
Encoding: UTF-8