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Table 2 Average sensibility, specificity and SHD according PC-stable and COPC-stable over 500 replicates simulated based on 2 DAGs with different number of visits

From: Estimating causal effects of time-dependent exposures on a binary endpoint in a high-dimensional setting

nvisits

nobs

alpha

Se PC-stable (sd) %

Se COPC-stable (sd) %

Sp PC-stable (sd) %

Sp COPC-stable (sd) %

SHD PC-stable (sd)

SHD COPC-stable (sd)

4

1000

0.02

58.1(0.6)

63.2 (0.5)

98.7 (0.1)

98.8 (0.1)

333 (9)

279 (7)

0.2

58.1(0.5)

64.1(0.5)

98.6 (0.1)

98.5 (0.1)

340 (9)

288 (8)

50

0.02

54.9 (0.5)

57.0 (0.6)

99.2 (0.1)

99.4 (0.1)

338 (8)

299 (9)

0.2

56.3 (0.6)

59.0 (0.6)

98.9 (0.1)

99.1(0.1)

339 (9)

296 (8)

6

1000

0.02

56.6 (0.4)

60.7 (0.4)

99.0 (0.1)

98.9 (0.1)

504 (10)

466 (8)

0.2

56.6 (0.4)

61.6 (0.4)

98.9 (0.1)

98.6 (0.1)

521 (9)

491 (10)

50

0.02

54.1(0.3)

55.6 (0.4)

99.4 (0.1)

99.5 (0.1)

484 (9)

455 (11)

0.2

55.2 (0.4)

57.5 (0.5)

99.2 (0.1)

99.3 (0.1)

494 (11)

454 (12)