True value | Informative priors for model | Informative priors for Se alone | Two-step informative priors for Se alone | Informative priors for Sp alone |
---|---|---|---|---|
π = 0.40 | 0.3916 (0.3186, 0.4831) | 0.3972 (0.3160, 0.5015) | 0.3905 (0.3018, 0.4997) | 0.3627 (0.2813, 0.5415) |
Se1 = 0.6 | 0.6029 (0.5051, 0.6946) | 0.6054 (0.5059, 0.6953) | 0.6004 (0.5077, 0.8582) | 0.6220 (0.3960, 0.9331) |
Se2 = 0.7 | 0.6943 (0.6052, 0.7920) | 0.6928 (0.6041, 0.7944) | 0.6833 (0.6041, 0.9111) | 0.7441 (0.5105, 0.9790) |
Sp1 = 0.7 | 0.7009 (0.6106, 0.7915) | 0.7073 (0.5872, 0.8308) | 0.7093 (0.5799, 0.8478) | 0.7087 (0.6046, 0.7958) |
Sp2 = 0.6 | 0.5993 (0.5167, 0.6826) | 0.5933 (0.5134, 0.6900) | 0.5970 (0.5033, 0.7004) | 0.6085 (0.5092, 0.6928) |
pD | 3.40 | 3.59 | 3.50 | 3.05 |
DIC | 44.18 | 44.68 | 44.66 | 44.07 |
π = 0.40 | 0.3969 (0.3556,0.4395) | 0.3971 (0.3499,0.4428) | 0.3999 (0.3561,0.4462) | 0.4209 (0.3588,0.6559) |
Se1 = 0.90 | 0.9039 (0.8531,0.9477) | 0.9011 (0.8525,0.9479) | 0.8933 (0.8517,0.9581) | 0.8443 (0.5371,0.9874) |
Se2 = 0.95 | 0.9515 (0.9041,0.9879) | 0.9531 (0.9035,0.9884) | 0.9380 (0.9022,0.9808) | 0.9022 (0.5775,0.9947) |
Sp1 = 0.95 | 0.9549 (0.9069,0.9887) | 0.9548 (0.8822,0.9968) | 0.9570 (0.8863,0.9978) | 0.9537 (0.9038,0.9886) |
Sp2 = 0.90 | 0.9039 (0.8610,0.9415) | 0.9024 (0.8459,0.9486) | 0.9021(0.8496,0.9478) | 0.8977 (0.8548,0.9376) |
pD | 2.69 | 3.28 | 3.13 | 0.81 |
DIC | 29.26 | 30.41 | 30.25 | 27.99 |