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. 2018 Dec 28;19(Suppl 17):493. doi: 10.1186/s12859-018-2461-2

Table 2.

Simulation results over 100 replications for Scenario 1 and Scenario 2

Scenario 1 Scenario 2
p L L F L L F
Average true discovery rates(%)
 50 78.8 (15.2) 98.4 (5.9) 79.6 (13.8) 40.8 (25.6)
 80 76.4 (23.1) 100.0(0.0) 83.4 (17.0) 88.2 (17.6)
 100 89.5 (22.1) 100.0(0.0) 84.8 (20.0) 99.3 (3.9)
 120 76.5 (31.0) 94.0(24.0) 82.4 (15.2) 100.0 (0.0)
Average estimation errors in the elementwise L norm
 50 2.66 (0.26) 2.21 (0.15) 3.23 (0.40) 3.85 (0.55)
 80 2.10 (0.20) 1.91 (0.00) 2.29 (0.35) 2.14 (0.32)
 100 1.88 (0.13) 1.82 (0.00) 2.03 (0.28) 1.83 (0.08)
 120 1.00 (0.16) 0.87 (0.00) 1.17 (0.16) 0.88 (0.07)