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SAVER: Single-Cell RNA-Seq Gene Expression Recovery

An implementation of a regularized regression prediction and empirical Bayes method to recover the true gene expression profile in noisy and sparse single-cell RNA-seq data. See Huang M, et al (2018) <doi:10.1038/s41592-018-0033-z> for more details.

Version:1.1.2
Depends:R (≥ 3.0.1)
Imports:glmnet,foreach, methods,iterators,doParallel,Matrix
Suggests:knitr,rmarkdown
Published:2019-11-13
DOI:10.32614/CRAN.package.SAVER
Author:Mo Huang [aut, cre], Nancy Zhang [aut], Mingyao Li [aut]
Maintainer:Mo Huang <mohuangx at gmail.com>
BugReports:https://github.com/mohuangx/SAVER/issues
License:GPL-2
URL:https://github.com/mohuangx/SAVER
NeedsCompilation:no
Citation:SAVER citation info
Materials:README,NEWS
In views:MissingData
CRAN checks:SAVER results

Documentation:

Reference manual:SAVER.html ,SAVER.pdf
Vignettes:SAVER Tutorial (source,R code)

Downloads:

Package source: SAVER_1.1.2.tar.gz
Windows binaries: r-devel:SAVER_1.1.2.zip, r-release:SAVER_1.1.2.zip, r-oldrel:SAVER_1.1.2.zip
macOS binaries: r-release (arm64):SAVER_1.1.2.tgz, r-oldrel (arm64):SAVER_1.1.2.tgz, r-release (x86_64):SAVER_1.1.2.tgz, r-oldrel (x86_64):SAVER_1.1.2.tgz
Old sources: SAVER archive

Reverse dependencies:

Reverse imports:ADImpute,scRecover

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=SAVERto link to this page.


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