Statistical methods usually used to perform Serial Analysis of Gene Expression (SAGE) analysis are based on hypothesis testing. They answer the biologists question: what are the genes with differential expression greater than r with P-value smaller than P?. Another useful and not yet explored question is: what is the uncertainty in differential expression ratio of a gene?.