GTEs: Group Technical Effects

Implementation of the GTE (Group Technical Effects) model for single-cell data. GTE is a quantitative metric to assess batch effects for individual genes in single-cell data. For a single-cell dataset, the user can calculate the GTE value for individual features (such as genes), and then identify the highly batch-sensitive features. Removing these highly batch-sensitive features results in datasets with low batch effects.

Getting started

Package details

AuthorYang Zhou [aut, cre]
MaintainerYang Zhou <yangz@stu.hit.edu.cn>
LicenseGPL-3
Version1.0.0
URL https://github.com/yzhou1999/GTEs https://yzhou1999.github.io/GTEs/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("GTEs")

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GTEs documentation built on April 4, 2025, 3:50 a.m.