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Fig. 5 | BMC Bioinformatics

Fig. 5

From: Integrating mean and variance heterogeneities to identify differentially expressed genes

Fig. 5

Power comparison of six methods under two-condition Laplace setting. In each panel, for each specific (r, s) pair, powers of the six methods were computed from 100,000 replicates of two-group samples with samples sizes (40 vs. 40) simulated from ℒaplace(0, 1) and ℒaplace(r, (1 + s)2), respectively. At each (r, s) pair, the power of each method was estimated by the empirical proportion that the method rejected the dual null hypothesis H03 at significance level 0.05. For the SMVT, both the significance level of Welch test and that of the Levene test were set to be \( 1-\sqrt{1-0.05} \) to control overall type I error rate at 0.05. a Dual heterogeneity, b Variance heterogeneity, c Mean heterogeneity

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