<p>False discovery rate (FDR) and false negative rate (FNR) are reported together with true positives and model sizes.</p
<p>The four panels (Fig 4a, Fig 4b, Fig 4c, Fig 4d) show the average power, number of false positive...
<p>The fold changes of DE genes are fixed at 1.5 (half of the DE genes are over-expressed and the ot...
<p>On each curve, we marked the position corresponding to a reported FDR of 10% with a cross. The fo...
<p>False discovery rate (FDR), false negative rate (FNR) and sum of squared errors (SSE) are reporte...
<p>Simulation results: The number of true positives and false positives detected by CPBayes at diffe...
<p>Simulation results: The number of true positives and false positives detected by CPBayes and ASSE...
In each set of boxes corresponding to the dataset, different percentages (P) of simulated DA feature...
<p>Performance plot of one-sample significance tests under different simulation settings. Traces sho...
<p>The plot indicates that the FDRs estimated by PIPs are mostly accurate and become slightly conser...
<p>Results are the mean of false positive rate from 50 rounds of simulations. m, number of genes in ...
Average F-measures (and their standard errors) over 400 replications. A star (*) in front of the num...
<p>Shown are FPRs under the null hypothesis of no phenotypic effect, estimated by resampling simulat...
<p>The average over 200 simulation runs is reported for the number of detected associations (Size), ...
Results are reported according to both probe point-of-view (ProbePOV; top) and Region point-of-view ...
<p>The true positive rate (TPR, row 1), false discovery rate (FDR, row 2) and false positive rate (F...
<p>The four panels (Fig 4a, Fig 4b, Fig 4c, Fig 4d) show the average power, number of false positive...
<p>The fold changes of DE genes are fixed at 1.5 (half of the DE genes are over-expressed and the ot...
<p>On each curve, we marked the position corresponding to a reported FDR of 10% with a cross. The fo...
<p>False discovery rate (FDR), false negative rate (FNR) and sum of squared errors (SSE) are reporte...
<p>Simulation results: The number of true positives and false positives detected by CPBayes at diffe...
<p>Simulation results: The number of true positives and false positives detected by CPBayes and ASSE...
In each set of boxes corresponding to the dataset, different percentages (P) of simulated DA feature...
<p>Performance plot of one-sample significance tests under different simulation settings. Traces sho...
<p>The plot indicates that the FDRs estimated by PIPs are mostly accurate and become slightly conser...
<p>Results are the mean of false positive rate from 50 rounds of simulations. m, number of genes in ...
Average F-measures (and their standard errors) over 400 replications. A star (*) in front of the num...
<p>Shown are FPRs under the null hypothesis of no phenotypic effect, estimated by resampling simulat...
<p>The average over 200 simulation runs is reported for the number of detected associations (Size), ...
Results are reported according to both probe point-of-view (ProbePOV; top) and Region point-of-view ...
<p>The true positive rate (TPR, row 1), false discovery rate (FDR, row 2) and false positive rate (F...
<p>The four panels (Fig 4a, Fig 4b, Fig 4c, Fig 4d) show the average power, number of false positive...
<p>The fold changes of DE genes are fixed at 1.5 (half of the DE genes are over-expressed and the ot...
<p>On each curve, we marked the position corresponding to a reported FDR of 10% with a cross. The fo...
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