BNP-Seq: Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data

Siamak Zamani Dadaneh, Xiaoning Qian, Mingyuan Zhou

We perform differential expression analysis of high-throughput sequencing count data under a Bayesian nonparametric framework, removing sophisticated ad-hoc pre-processing steps co…