Table 7 Simulation study 2, with nX=nY=30 and 100 runs
From: Identification of differentially expressed genes by means of outlier detection
B | DE | 10f0 | C i | \(\bar {n}_{i}\) | \(\overline {OR}\) | \(\overline {FP}\) | \(\overline {dFP}\) | \(\overline {FPC}\) |
|---|---|---|---|---|---|---|---|---|
(sd) | (sd) | (sd) | (sd) | (sd) | ||||
\(C_{1}^{*}\) | 27.9 | 160.4 | 6.6 | 8.1 | 32.0 | |||
(31.2) | (102.2) | (1.1) | (10.8) | (43.9) | ||||
5 | 9.1 | C 2 | 92.1 | 10.1 | 9.0 | 24.1 | 100 | |
(25.5) | (0.8) | (0.4) | (4.0) | (0) | ||||
C 3 | 82.5 | 7.8 | 9.4 | 41.6 | 100 | |||
(17.9) | (0.3) | (0.3) | (2.2) | (0) | ||||
\(C_{1}^{*}\) | 20.0 | 233.0 | 0.0 | 0.0 | 0.0 | |||
(0.0) | (35.1) | (0.0) | (0.0) | (0) | ||||
1 | 20 | 9.1 | C 2 | 96.5 | 10.4 | 9.0 | 22.0 | 100 |
(12.7) | (0.5) | (0.1) | (1.5) | (0) | ||||
C 3 | 90.1 | 7.7 | 9.2 | 41.1 | 100 | |||
(14.2) | (0.2) | (0.1) | (1.4) | (0) | ||||
\(C_{1}^{*}\) | 100.0 | 209.5 | 0.0 | 0.0 | 0.0 | |||
(0.0) | (32.9) | (0.0) | (0.0) | (0) | ||||
100 | 8.9 | C 2 | 73.7 | 10.8 | 9.1 | 20.7 | 100 | |
(10.9) | (0.59) | (0.2) | (1.5) | (0) | ||||
C 3 | 69.1 | 8.2 | 9.2 | 37.5 | 100 | |||
(11.2) | (0.25) | (0.2) | (1.6) | (0) | ||||
\(C_{1}^{*}\) | 9.9 | 119.7 | 1.0 | 0.2 | 0.0 | |||
(0.6) | (16.9) | (0.2) | (0.0) | (0.0) | ||||
10 | 9.1 | C 2 | 102.2 | 10.5 | 9.0 | 22.1 | 99.9 | |
(14.2) | (0.7) | (0.1) | (1.5) | (0.7) | ||||
C 3 | 94.2 | 7.7 | 9.2 | 41.7 | 100 | |||
(13.2) | (0.2) | (0.1) | (1.4) | (0.0) | ||||
\(C_{1}^{*}\) | 40.0 | 118.6 | 0.0 | 0.0 | 0.0 | |||
(0.1) | (20.0) | (0.0) | (0.0) | (0.0) | ||||
2 | 40 | 9.1 | C 2 | 97.0 | 10.3 | 9.1 | 22.2 | 100 |
(12.0) | (0.5) | (0.1) | (0.4) | (0.0) | ||||
C 3 | 87.4 | 7.7 | 9.2 | 41.2 | 100 | |||
(12.9) | (0.2) | (0.1) | (1.2) | (0.0) | ||||
\(C_{1}^{*}\) | 115.9 | 120.1 | 0.0 | 0.0 | 0.0 | |||
(38.9) | (18.9) | (0.0) | (0.0) | (0.0) | ||||
200 | 8.6 | \(C_{2}^{*}\) | 95.3 | 72.7 | 1.6 | 3.7 | 16.7 | |
(15.5) | (31.3) | (3.5) | (8.2) | (37.8) | ||||
C 3 | 118.5 | 8.9 | 9.3 | 31.2 | 100 | |||
(28.3) | (0.5) | (0.1) | (3.2) | (0.0) | ||||
\(C_{1}^{*}\) | 14.6 | 86.2 | 0.26 | 0.09 | 0.0 | |||
(1.14) | (14.1) | (0.31) | (0.11) | (0) | ||||
15 | 9.0 | C 2 | 103.9 | 9.0 | 8.4 | 22.1 | 99.6 | |
(11.8) | (0.13) | (0.48) | (1.5) | (1.1) | ||||
C 3 | 92.8 | 7.2 | 9.2 | 41.6 | 100 | |||
(10.7) | (0.77) | (0.13) | (1.4) | (0.0) | ||||
\(C_{1}^{*}\) | 59.9 | 81.2 | 0.03 | 0.03 | 0.0 | |||
(0.29) | (12.1) | (0.07) | (0.06) | (0) | ||||
3 | 60 | 8.9 | C 2 | 93.8 | 10.3 | 9.1 | 22.3 | 99.9 |
(12.3) | (0.43) | (0.13) | (1.4) | (0.3) | ||||
C 3 | 87.2 | 7.7 | 9.2 | 41.3 | 100 | |||
(11.4) | (0.16) | (0.13) | (1.3) | (0.0) | ||||
\(C_{1}^{*}\) | 142.4 | 81.0 | 0.00 | 0.00 | 0.0 | |||
(31.0) | (13.7) | (0.00) | (0.00) | (0) | ||||
300 | 8.4 | \(C_{2}^{*}\) | 157.5 | 54.6 | 0.03 | 0.04 | 0.0 | |
(31.0) | (11.1) | (0.06) | (0.09) | (0) | ||||
C 3 | 119.2 | 8.9 | 9.4 | 30.3 | 99.9 | |||
(11.4) | (0.28) | (0.10) | (0.96) | (0.02) |