A flexible count data model to fit the wide diversity of expression profiles arising from extensively replicated RNA-seq experiments

High-throughput RNA sequencing (RNA-seq) offers unprecedented power to capture the real dynamics of gene expression. Experimental designs with extensive biological replication present a unique opportunity to exploit this feature and distinguish expression profiles with higher resolution.