Skip to main content

Table 3 Simulation results over 100 replications for Scenario 3

From: A new insight into underlying disease mechanism through semi-parametric latent differential network model

 

ZP-DDN

RDN

ZR-RDN

p

L ∞

L F

L ∞

L F

L ∞

L F

Average true discovery rates(%)

 50

39.8 (39.5)

46.1 (47.3)

87.6 (14.7)

97.3 (7.4)

88.0 (11.0)

90.0 (12.4)

 80

32.4 (41.9)

35.5 (47.9)

80.7 (14.8)

99.8 (2.5)

89.5 (8.7)

95.4 (7.2)

 100

23.5 (40.2)

31.7 (46.9)

75.6 (20.3)

100.0(0.0)

84.0 (12.0)

99.1 (4.2)

 120

16.0 (37.0)

16.0 (37.0)

52.9 (44.6)

68.0(47.1)

70.4 (26.8)

93.0 (24.8)

Average estimation errors in the elementwise L∞ norm

 50

2.15 (0.03)

2.16 (0.01)

2.05 (0.15)

2.12 (0.08)

2.05 (0.17)

2.02 (0.15)

 80

1.91 (0.02)

1.91 (0.01)

1.91 (0.12)

1.92 (0.04)

1.92 (0.12)

1.91 (0.08)

 100

1.82 (0.02)

1.82 (0.00)

1.88 (0.12)

1.82 (0.00)

1.90 (0.12)

1.83 (0.04)

 120

0.87 (0.00)

0.87 (0.00)

0.91 (0.09)

0.87 (0.00)

0.97 (0.11)

0.88 (0.05)