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 |
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Author | Wuming Gong and Il-Youp Kwak |
Maintainer | Wuming Gong <gongx030@umn.edu> |
License | GPL-3 |
Version | 1.2 |
URL | https://github.com/ikwak2/DrImpute |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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