ScRNAIMM: Performing Single-Cell RNA-Seq Imputation by Using Mean/Median Imputation

Performing single-cell imputation in a way that preserves the biological variations in the data. The package clusters the input data to do imputation for each cluster, and do a distribution check using the Anderson-Darling normality test to impute dropouts using mean or median (Yazici, B., & Yolacan, S. (2007) <doi:10.1080/10629360600678310>).

Version: 0.1
Imports: magrittr, dplyr, nortest, mclust, scDHA
Published: 2023-11-17
DOI: 10.32614/CRAN.package.ScRNAIMM
Author: Mohamed Soudy [aut, cre], Sascha Jung [aut], Antonio DEL SOL [aut]
Maintainer: Mohamed Soudy <Mohmedsoudy2009 at>
License: GPL-3
NeedsCompilation: no
CRAN checks: ScRNAIMM results


Reference manual: ScRNAIMM.pdf


Package source: ScRNAIMM_0.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): ScRNAIMM_0.1.tgz, r-oldrel (arm64): ScRNAIMM_0.1.tgz, r-release (x86_64): ScRNAIMM_0.1.tgz, r-oldrel (x86_64): ScRNAIMM_0.1.tgz


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