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r-sctransform

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A normalization method for single-cell UMI count data using a variance stabilizing transformation. The transformation is based on a negative binomial regression model with regularized parameters. As part of the same regression framework, this package also provides functions for batch correction, and data correction. See Hafemeister and Satija 2019 <doi:10.1101/576827> for more details.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::r-sctransform

Usage Tracking

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About

Summary

A normalization method for single-cell UMI count data using a variance stabilizing transformation. The transformation is based on a negative binomial regression model with regularized parameters. As part of the same regression framework, this package also provides functions for batch correction, and data correction. See Hafemeister and Satija 2019 <doi:10.1101/576827> for more details.

Last Updated

Jan 10, 2026 at 13:36

License

GPL-3.0-only

Total Downloads

292.6K

Supported Platforms

macOS-64
macOS-arm64
win-64
linux-aarch64
linux-ppc64le
linux-64