nebula: Negative Binomial Mixed Models Using Large-Sample Approximation for Differential Expression Analysis of ScRNA-Seq Data

A fast negative binomial mixed model for conducting association analysis of multi-subject single-cell data. It can be used for identifying marker genes, differential expression and co-expression analyses. The model includes subject-level random effects to account for the hierarchical structure in multi-subject single-cell data.

Package details

AuthorLiang He
MaintainerLiang He <liang.he@duke.edu>
LicenseGPL
Version1.1.8
Package repositoryView on R-Forge
Installation Install the latest version of this package by entering the following in R:
install.packages("nebula", repos="http://R-Forge.R-project.org")

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nebula documentation built on Sept. 24, 2021, 3 a.m.