Table 2.

Simulated data: sensitivity analysis for varying values of the prior expected value of p _pj, m, and the slab variance $r_{\mathit{\text{pj}}}^2$, and for two different scenarios, characterized by different values of the dispersion parameter ψ

	m=0.005			m=0.01			m=0.05
	$r_{\mathit{\text{pj}}}^2=1$	$r_{\mathit{\text{pj}}}^2=10$	$r_{\mathit{\text{pj}}}^2=100$	$r_{\mathit{\text{pj}}}^2=1$	$r_{\mathit{\text{pj}}}^2=10$	$r_{\mathit{\text{pj}}}^2=100$	$r_{\mathit{\text{pj}}}^2=1$	$r_{\mathit{\text{pj}}}^2=10$	$r_{\mathit{\text{pj}}}^2=100$
ψ=0.01
MCC	0.69	0.93	0.96	0.69	0.93	0.95	0.69	0.93	0.95
FPR	0.01	0.00	0.00	0.01	0.00	0.00	0.01	0.00	0.00
FNR	0.02	0.04	0.08	0.02	0.05	0.09	0.02	0.05	0.08
Accuracy	0.99	1.00	1.00	0.99	1.00	1.00	0.99	1.00	1.00
AUC	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00
ψ=0.1
MCC	0.53	0.73	0.72	0.53	0.73	0.71	0.52	0.73	0.72
FPR	0.01	0.00	0.00	0.01	0.00	0.00	0.01	0.00	0.00
FNR	0.26	0.37	0.46	0.26	0.37	0.47	0.26	0.37	0.47
Accuracy	0.99	1.00	1.00	0.99	1.00	1.00	0.99	1.00	1.00
AUC	0.96	0.96	0.93	0.96	0.96	0.93	0.95	0.95	0.93

Values are averages over 30 replicates