Table 6

Simulation Results for the Correlated Models with ρ = 0.6



FDR
 Power



n
 m1
 δ
 P-val
 P-adm
 Convex
 Pareto
 P-val
 P-adm
 Convex
 Pareto
10
 50
 1.0
 4.2
 3.0
 2.8
 2.7
 2.5
 3.0
 3.1
 3.2


1.2
 4.1
 3.2
 3.1
 3.1
 8.3
 9.4
 9.4
 9.8


1.4
 5.5
 3.1
 3.1
 3.0
 22.0
 23.6
 24.1
 24.8


1.6
 5.1
 3.2
 3.2
 3.1
 39.3
 41.2
 41.9
 42.7


1.8
 5.0
 3.1
 3.2
 3.2
 61.9
 64.0
 64.9
 65.7


2.0
 5.0
 3.3
 3.5
 3.7
 77.6
 79.7
 80.3
 81.0


2.5
 4.5
 4.4
 4.4
 4.8
 96.1
 97.2
 97.4
 97.5


3.0
 4.5
 5.0
 5.0
 5.1
 99.7
 99.8
 99.9
 99.9

100
 1.0
 5.2
 3.6
 3.1
 3.2
 4.4
 5.1
 5.1
 5.3


1.2
 4.2
 2.5
 2.6
 2.5
 14.4
 15.3
 15.6
 16.1


1.4
 3.9
 2.4
 2.5
 2.4
 32.2
 33.5
 34.0
 34.7


1.6
 4.7
 2.9
 3.0
 3.0
 55.9
 57.5
 58.1
 58.7


1.8
 4.5
 2.9
 3.1
 3.1
 73.8
 75.4
 76.0
 76.5


2.0
 4.4
 2.9
 3.2
 3.2
 86.0
 87.7
 88.2
 88.4


2.5
 4.5
 4.4
 4.6
 4.9
 98.4
 99.1
 99.2
 99.2


3.0
 4.5
 4.8
 4.8
 5.1
 99.9
 100.0
 100.0
 100.0











15
 50
 1.0
 5.1
 3.7
 3.7
 3.8
 15.5
 16.6
 16.9
 17.3


1.2
 4.7
 3.3
 3.5
 3.5
 36.6
 38.3
 38.8
 39.6


1.4
 4.6
 3.3
 3.4
 3.6
 61.7
 63.6
 64.3
 64.8


1.6
 4.8
 3.6
 3.6
 4.0
 81.2
 83.1
 83.5
 83.9


1.8
 4.5
 4.0
 4.2
 4.4
 92.6
 93.8
 94.1
 94.3


2.0
 4.6
 4.8
 4.9
 5.1
 97.5
 98.2
 98.3
 98.3


2.5
 4.8
 5.1
 5.0
 5.3
 100.0
 100.0
 100.0
 100.0


3.0
 4.8
 5.2
 5.0
 5.3
 100.0
 100.0
 100.0
 100.0

100
 1.0
 4.3
 2.9
 2.9
 2.9
 23.2
 24.1
 24.5
 24.9


1.2
 4.3
 3.3
 3.4
 3.4
 49.4
 50.4
 51.0
 51.6


1.4
 4.6
 3.5
 3.7
 3.7
 73.7
 75.0
 75.6
 76.0


1.6
 4.3
 3.3
 3.6
 3.7
 89.1
 90.4
 90.6
 90.9


1.8
 4.5
 4.1
 4.2
 4.4
 95.8
 96.7
 96.8
 96.9


2.0
 4.6
 4.7
 4.8
 5.1
 98.8
 99.2
 99.3
 99.3


2.5
 4.4
 5.1
 5.0
 5.2
 100.0
 100.0
 100.0
 100.0


3.0
 4.6
 5.2
 5.1
 5.3
 100.0
 100.0
 100.0
 100.0

The average FDR and power estimates are same as in Table 4.

Chen et al. BMC Bioinformatics 2007 8:74   doi:10.1186/1471-2105-8-74