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


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Documentation for package ‘nebula’ version 1.5.3

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nebula-package Negative Binomial Mixed Models Using Large-Sample Approximation for Differential Expression Analysis of ScRNA-Seq Data
group_cell Group cells according to subject IDs
nbresidual Extract Pearson residuals from the results of NEBULA
nebula Association analysis of a multi-subject single-cell data set using a fast negative binomial mixed model
sample_data An example data set for testing nebula
sample_seurat An example data set for testing scToNeb
scToNeb Retrieve data from Seurat or SingleCellExperiment object to prepare for use in nebula