Table 2: Comparison between different response rate (Truncated-normal).
prev = 0.65, sen = spec = 0.85, ω0 = 0.88
Setups | Parameters | True | Empirical | NP Bayes | MLE (EM) |
n1 = 70 | 2.85 | 2.8630 | 2.8675 | 2.9550 | |
2.45 | 2.4592 | 2.4601 | 2.4503 | ||
| 0.40 | 0.4038 | 0.4045 | 0.5047 | |
EF = 0.485 | 0.68 | 0.6747 | 0.6464 | 0.6332 | |
0.6927 | 0.6974 | 0.6670 | 0.6933 | ||
0.9132 | 0.88 | 0.8354 | 0.8714 | ||
Reject H0 | - | 0.1856 | 0.1936 | 0.2335 | |
- | (142,496,241) | (140,463,232) | (140,460,219) | ||
n1 = 70 | 2.85 | 2.8631 | 2.8677 | 2.9295 | |
2.45 | 2.4546 | 2.4556 | 2.4503 | ||
θ | 0.40 | 0.4086 | 0.4092 | 0.4124 | |
EF = 0.603 | 0.44 | 0.4421 | 0.4279 | 0.4124 | |
0.4527 | 0.4633 | 0.4497 | 0.4581 | ||
0.9132 | 0.88 | 0.8777 | 0.8245 | ||
Reject H0 | - | 0.3154 | 0.3134 | 0.3613 | |
- | (142,340,187) | (140,335,180) | (140,335,175) | ||
n1 = 70 | 2.85 | 2.8636 | 2.8681 | 2.9225 | |
2.45 | 2.4537 | 2.4547 | 2.450311 | ||
θ | 0.40 | 0.4098 | 0.4104 | 0.4714 | |
EF = 0.699 | 0.33 | 0.3320 | 0.3179 | 0.3083 | |
0.3427 | 0.3525 | 0.3390 | 0.3483 | ||
0.9132 | 0.88 | 0.8691 | 0.8229 | ||
Reject H0 | - | 0.4371 | 0.4531 | 0.5050 | |
- | (140,252,157) | (140,273,157) | (140,300,156) |