Method | False positive rate | Power |
---|
 | mean (stdev) | mean (stdev) |
---|
 | Uncorrelated |
No correction | 0.050 (0.003) | 0.770 (0.020) |
Genomic control | 0.028 (0.003) | 0.710 (0.020) |
Bayesian control | 0.052 (0.003) | 0.770 (0.020) |
 | Correlated |
No correction | 0.040 (0.030) | 0.770 (0.020) |
Genomic control | 0.023 (0.006) | 0.730 (0.090) |
Bayesian control | 0.054 (0.020) | 0.800 (0.060) |
- Mean and standard deviation of the number of false positives and true positives (power) for a simulation study repeated 100×. Correlated test statistics were generated according to the simulation setup of Efron [51]. The table summarizes the results for uncorrelated test statistics and correlated test statistics, without any correction for inflation or bias, using genomic control and using our Bayesian method