P-Value Calculation

A negative binomial distribution models the normalized transcript abundance, and this model is used to derive a p-value for the differential expression (up- or down-regulations) of each transcript. Q-values are computed using the Benjamini-Hochberg procedure to control the false discovery rate (FDR) by correcting for multiple hypothesis testing.