Table 5 Priors of two-stage Bayesian modeling for simulation studies
True value | Informative priors for model | Informative priors for Se alone | Two-step informative priors for Se alone | Informative priors for Sp alone |
|---|---|---|---|---|
Se = 0.6 | U(0.5,0.7) | U(0.5,0.7) | U(0.5,U(0.55,0.99)) | U(0,1) |
Se = 0.7 | U(0.6,0.8) | U(0.6,0.8) | U(0.6,U(0.65,0.99)) | U(0,1) |
Se = 0.8 | U(0.7,0.9) | U(0.7,0.9) | U(0.7,U(0.75,0.99)) | U(0,1) |
Se = 0.9 | U(0.85,0.95) | U(0.85,0.95) | U(0.85,U(0.9,0.99)) | U(0,1) |
Se = 0.95 | U(0.90,0.99) | U(0.90,0.99) | U(0.9,U(0.95,0.99)) | U(0,1) |
Sp = 0.6 | U(0.5,0.7) | U(0,1) | U(0,1) | U(0.5,0.7) |
Sp = 0.7 | U(0.6,0.8) | U(0,1) | U(0,1) | U(0.6,0.8) |
Sp = 0.8 | U(0.7,0.9) | U(0,1) | U(0,1) | U(0.7,0.9) |
Sp = 0.9 | U(0.85,0.95) | U(0,1) | U(0,1) | U(0.85,0.95) |
Sp = 0.95 | U(0.90,0.99) | U(0,1) | U(0,1) | U(0.90,0.99) |
π = 0.4 | U(0.3,0.5) | U(0,1) | U(0,1) | U(0,1) |
π = 0.1 | U(0.05,0.15) | U(0,1) | U(0,1) | U(0,1) |
π = 0.01 | U(0.005,0.015) | U(0,1) | U(0,1) | U(0,1) |