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Yeast data: (a) Venn Diagram of differentially expressed genes in the yeast data set under the propsed model and edgeR. (b) Scatterplot of ranks of posterior probability of differential expression under the BM-DE vs ranks of (1-q−values) under edgeR. Genes in circle are genes not detected as differentially expressed under neither of the two methods, genes in triangle under edgeR only, genes in filled circles under both, genes in diamonds under the proposed method only.
