From: A statistical approach to selecting and confirming validation targets in -omics experiments
Scenario | Quantity | FDR | FDR | FDR |
---|---|---|---|---|
 |  | 5% | 10% | 50% |
Errorless validation | Median Validation Probability | 0.72 | 0.91 | 1.00 |
Prior = Uniform | Validation Probability IQR | (0.58, 0.87) | (0.72, 0.98) | (1.00,1.00) |
 | FDR 95% Credible Interval Coverage | 0.98 | 0.68 | 0.00 |
 | Median Posterior Expectation of FDR | 0.04 | 0.07 | 0.35 |
Validation subject to error | Median Validation Probability | 0.64 | 0.87 | 1.00 |
Prior = Uniform | Validation Probability IQR | (0.37, 0.83) | (0.71, 0.95) | (1.00,1.00) |
 | FDR 95% Credible Interval Coverage | 0.98 | 0.68 | 0.00 |
 | Median Posterior Expectation of FDR | 0.05 | 0.08 | 0.24 |
Results should not validate | Median Validation Probability | 0.00 | 0.00 | 0.25 |
Prior = Uniform | Validation Probability IQR | (0.00,0.00) | (0.00,0.00) | (0.15,0.51) |
 | FDR 95% Credible Interval Coverage | 0.00 | 0.00 | 0.96 |
 | Median Posterior Expectation of FDR | 0.35 | 0.37 | 0.52 |
Errorless validation | Median Validation Probability | 0.83 | 0.94 | 1.00 |
Prior = Adaptive | Validation Probability IQR | (0.70,0.94) | (0.79,0.99) | (1.00,1.00) |
 | FDR 95% Credible Interval Coverage | 0.88 | 0.63 | 0.00 |
 | Median Posterior Expectation of FDR | 0.04 | 0.07 | 0.35 |
Validation subject to error | Median Validation Probability | 0.76 | 0.91 | 1.00 |
Prior = Adaptive | Validation Probability IQR | (0.49, 0.91) | (0.78, 0.97) | (1.00,1.00) |
 | FDR 95% Credible Interval Coverage | 0.91 | 0.77 | 0.00 |
 | Median Posterior Expectation of FDR | 0.04 | 0.07 | 0.23 |
Results should not validate | Median Validation Probability | 0.00 | 0.00 | 0.25 |
Prior = Adaptive | Validation Probability IQR | (0.00,0.00) | (0.00,0.00) | (0.15,0.51) |
 | FDR 95% Credible Interval Coverage | 0.00 | 0.00 | 0.95 |
 | Median Posterior Expectation of FDR | 0.35 | 0.37 | 0.52 |