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DrImpute  

Imputing Dropout Events in Single-Cell RNA-Sequencing Data
View on CRAN: Click here


Download and install DrImpute package within the R console
Install from CRAN:
install.packages("DrImpute")

Install from Github:
library("remotes")
install_github("cran/DrImpute")

Install by package version:
library("remotes")
install_version("DrImpute", "1.0")



Attach the package and use:
library("DrImpute")
Maintained by
Il-Youp Kwak
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-07-15
Latest Update: 2017-07-15
Description:
R codes for imputing dropout events. Many statistical methods in cell type identification, visualization and lineage reconstruction do not account for dropout events ('PCAreduce', 'SC3', 'PCA', 't-SNE', 'Monocle', 'TSCAN', etc). 'DrImpute' can improve the performance of such software by imputing dropout events.
How to cite:
Il-Youp Kwak (2017). DrImpute: Imputing Dropout Events in Single-Cell RNA-Sequencing Data. R package version 1.0, https://cran.r-project.org/web/packages/DrImpute. Accessed 22 Dec. 2024.
Previous versions and publish date:
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Other packages that cited DrImpute R package
View DrImpute citation profile
Other R packages that DrImpute depends, imports, suggests or enhances
Complete documentation for DrImpute
Functions, R codes and Examples using the DrImpute R package
Some associated functions: DrImpute . exdata . getCls . preprocessSC . 
Some associated R codes: DrImpute.R . RcppExports.R . getCls.R . preprocessSC.R .  Full DrImpute package functions and examples
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