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. See He et al. (2021) <doi:10.1038/s42003-021-02146-6>.

Package details

AuthorLiang He [aut, cre], Raghav Sharma [ctb]
MaintainerLiang He <>
Package repositoryView on CRAN
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nebula documentation built on May 29, 2024, 8:56 a.m.