Figure 1

Cumulative distribution of p-values for one-sided test case with sample size n = 9. The naïve p-values (dashed red line) deviate from the diagonal line. Almost 30% of p-values are estimated to be less than 0.05. The corrected p-values (dashed blue line) fall very near the diagonal line.