A fully Bayesian gamma-negative binomial factor model provides an alternative to zero-inflated approaches for single-cell RNA-seq dimensionality reduction and clustering.
: Mast: a flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell rna sequencing data
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Bayesian Gamma-Negative Binomial Modeling of Single-Cell RNA Sequencing Data
A fully Bayesian gamma-negative binomial factor model provides an alternative to zero-inflated approaches for single-cell RNA-seq dimensionality reduction and clustering.