Table 2.

Comparison of A and  for base-case (θ = 0.90, true A = {X₁ > 0, X₂ < 0}), and null-case (θ = 0, true A null).

	Logit0.05	Logit0.1	VT(R)0.05	VT(R)0.1	VT(C)0.05	VT(C)0.1
θ = 0.9:
size of Â:
Prop. Â null	0.29	0.29	0.07	0.32	0.01	0.11
5th %	0	0	0	0	99	0
50th %	199	73	189	114	222	103
95th %	327	194	397	252	333	186
Sensitivity	0.34	0.16	0.47	0.28	0.49	0.28
Specificity	0.89	0.96	0.89	0.95	0.87	0.96
PPV	0.37	0.41	0.55	0.45	0.56	0.59
NPV	0.81	0.78	0.84	0.81	0.84	0.80
AUC	0.69	0.69	0.77	0.77	-	-
θ = 0:
size of Â:
Prop. Â null	0.84	0.85	0.25	0.65	0.07	0.38
5th Pct.	0	0	0	0	0	0
50th Pct.	0	0	131	0	162	40
95th Pct.	188	55	308	142	274	118
Specificity	0.97	0.99	0.87	0.97	0.85	0.96