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.
- Version1.5.3
- R version≥ 4.1
- LicenseGPL-3
- Needs compilation?Yes
- He et al. (2021)
- Last release02/15/2024
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Team
Liang He
Raghav Sharma
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- Imports11 packages
- Suggests2 packages
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