Differential gene expression analysis via two-component mixture models with a semiparametric skew-normal scale mixture alternative

Sangkon Oh, Geoffrey J. McLachlan

Two-component mixture models are particularly useful for identifying differentially expressed genes, but their performance can deteriorate markedly when the alternative distributio…