DrImpute: Imputing Dropout Events in Single-Cell RNA-Sequencing Data
Version 1.0

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.

Package details

AuthorIl-Youp Kwak with contributions from Wuming Gong
Date of publication2017-07-15 21:00:01 UTC
MaintainerIl-Youp Kwak <[email protected]>
LicenseGPL-3
Version1.0
URL https://github.com/ikwak2/DrImpute
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("DrImpute")

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DrImpute documentation built on July 16, 2017, 1:03 a.m.