mqzhanglab/BSDE: Barycenter Single-Cell Differential Expression for Case-Control Studies

Single-cell RNAseq differential expression analysis for case-control studies using optimal transport. This is a nonparametric method for finding differentially expressed genes for case-control studies. Through the use of optimal transportation for aggregating distributions and computing their distances, our method overcomes the restrictive parametric assumptions imposed by standard mixed-effect-modeling approaches.

Getting started

Package details

Bioconductor views DifferentialExpression Genetics RNASeq SingleCell
Maintainer
LicenseMIT + file LICENSE
Version0.10.0
URL https://github.com/mqzhanglab/BSDE
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mqzhanglab/BSDE")
mqzhanglab/BSDE documentation built on March 20, 2022, 5:17 a.m.