Conceptual

Differential Gene Expression Analysis

Per gene, a negative binomial generalized linear model is fitted with size factors as offsets, dispersion is shrunk across genes by empirical Bayes, and a Wald or likelihood-ratio test gives a log2 fold change with an FDR-adjusted p-value.