Table 9 Comparison of two-group sample test methods (FDR <0.05)
Hypothesis test | True positive | False negative | False positive | True negative | Sensitivity | Specificity |
|---|---|---|---|---|---|---|
Non-parametric t-test | 65 | 35 | 0 | 900 | 65.0% | 100.0% |
Paired t-test | 100 | 0 | 386 | 524 | 100.0% | 57.6% |
t-test | 65 | 35 | 0 | 900 | 65.0% | 100.0% |
Wilcoxon rank-sum test | 44 | 56 | 0 | 900 | 44.0% | 100.0% |
Wilcoxon signed-rank testa | 100 | 0 | 1 | 899 | 100.0% | 99.9% |