| Type I error (s.e.) | Power (%) (s.e) | Number of DE genes (s.e) | # of variables in Z selected | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Scenario | A | B | C | D | A | B | C | D | A | B | C | D | B | C |
I | 0.051 (.001) | 0.046 (.001) | 0.049 (.001) | 0.051 (.001) | 67.9 (.006) | 72.9 (.007) | 74.6 (.006) | 69.7 (.006) | 12.5 (1.03) | 20.4 (1.11) | 23.3 (1.04) | 17.6 (1.09) | 0.97/1.97* | 0.78/1.21* |
II | 0.051 (.001) | 0.052 (.001) | 0.050 (.001) | 0.051 (.001) | 93.8 (.003) | 92.9 (.003) | 92.5 (.003) | 85.0 (.005) | 73.4 (.85) | 73.0 (.92) | 69.8 (.96) | 49.7 (1.37) | 1.7 | 0.59 |
III | 0.051 (.001) | 0.053 (.001) | 0.051 (.001) | 0.051 (.001) | 93.8 (.003) | 92.5 (.004) | 91.6 (.004) | 85.1 (.005) | 71.8 (.93) | 68.3 (.94) | 66.5 (.88) | 45.8 (1.05) | 1.8 | 0.6 |