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. 2015 Apr 1;16(4):670–685. doi: 10.1093/biostatistics/kxv013

Table 1.

The averages of Inline graphic, TPR, TNR, FDR, MISR, and MCC for ARInline graphic and ARInline graphic networks over Inline graphic datasets

Network Inline graphic Info. Inline graphic TPR TNR FDR MISR MCC
AR(1) Inline graphic Inline graphic None 627.64 99.97 99.9 20.45 0.1 89.12
(2.55) (0.01) (0) (0.32) (0) (0.18)
10% 613.7 99.92 99.91 18.7 0.09 90.08
(2.22) (0.02) (0) (0.29) (0) (0.16)
30% 584.38 99.82 99.93 14.68 0.07 92.24
(2.51) (0.03) (0) (0.36) (0) (0.19)
Inline graphic None 609.58 100 99.91 18.09 0.09 90.46
(2.24) (0) (0) (0.3) (0) (0.17)
10% 596.62 100 99.92 16.3 0.08 91.44
(2.4) (0) (0) (0.33) (0) (0.18)
30% 570.74 100 99.94 12.52 0.06 93.5
(1.87) (0) (0) (0.28) (0) (0.15)
Inline graphic None 600.84 100 99.92 16.9 0.08 91.12
(2.18) (0) (0) (0.3) (0) (0.17)
10% 584.68 100 99.93 14.61 0.07 92.37
(1.83) (0) (0) (0.26) (0) (0.14)
30% 566.2 100 99.95 11.83 0.05 93.87
(1.62) (0) (0) (0.25) (0) (0.13)
AR(2) Inline graphic Inline graphic None 1431.8 75.21 99.45 47.59 0.74 62.4
(14.03) (0.63) (0.01) (0.14) (0) (0.24)
10% 1509.6 87.28 99.48 42.29 0.61 70.68
(10.81) (0.37) (0.01) (0.2) (0) (0.11)
30% 1403.8 94.87 99.63 32.56 0.41 79.8
(7.23) (0.19) (0) (0.25) (0) (0.12)
Inline graphic None 1873.38 100 99.29 46.75 0.7 72.71
(6.57) (0) (0.01) (0.19) (0.01) (0.13)
10% 1724.14 100 99.41 42.14 0.58 75.84
(6.22) (0) (0.01) (0.21) (0) (0.14)
30% 1455.84 100 99.63 31.49 0.37 82.61
(4) (0) (0) (0.19) (0) (0.11)
Inline graphic None 1801.44 100 99.35 44.61 0.64 74.17
(7.39) (0) (0.01) (0.23) (0.01) (0.15)
10% 1665.48 100 99.46 40.09 0.54 77.18
(6.52) (0) (0.01) (0.23) (0.01) (0.15)
30% 1418.54 100 99.66 29.69 0.34 83.7
(3.67) (0) (0) (0.18) (0) (0.11)

Inline graphic denotes the number of estimated edges. All values except for Inline graphic are multiplied by Inline graphic. The numbers in parentheses denote the standard errors of measures.