CRAN/E | seqgendiff

seqgendiff

RNA-Seq Generation/Modification for Simulation

Installation

About

Generates/modifies RNA-seq data for use in simulations. We provide a suite of functions that will add a known amount of signal to a real RNA-seq dataset. The advantage of using this approach over simulating under a theoretical distribution is that common/annoying aspects of the data are more preserved, giving a more realistic evaluation of your method. The main functions are select_counts(), thin_diff(), thin_lib(), thin_gene(), thin_2group(), thin_all(), and effective_cor(). See Gerard (2020) doi:10.1186/s12859-020-3450-9 for details on the implemented methods.

Citation seqgendiff citation info
github.com/dcgerard/seqgendiff
Bug report File report

Key Metrics

Version 1.2.3
Published 2022-02-19 801 days ago
Needs compilation? no
License GPL-3
CRAN checks seqgendiff results

Downloads

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Maintainer

Maintainer

David Gerard

gerard.1787@gmail.com

Authors

David Gerard

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

Applying Different Thinning Functions
Simulate RNA-seq Data from Real Data

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

seqgendiff archive

Imports

assertthat
irlba
sva
pdist
matchingR
clue
cate

Suggests

covr
testthat ≥ 2.1.0
SummarizedExperiment
DESeq2
knitr
rmarkdown
airway
limma
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edgeR