sctransform: Variance Stabilizing Transformations for Single Cell UMI Data

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/denoising.

Getting started

Package details

AuthorChristoph Hafemeister [aut, cre] (<https://orcid.org/0000-0001-6365-8254>)
MaintainerChristoph Hafemeister <[email protected]>
LicenseGPL-3 | file LICENSE
Version0.1.0
URL https://github.com/ChristophH/sctransform
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("sctransform")

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sctransform documentation built on Nov. 18, 2018, 5:04 p.m.