Table 4: Comparison in different sample sizes (Skewed-normal).
prev = 0.55, sen = spec = 0.85, w0 = 0.85, EF = 0.81, α = 1
Setups |
Parameters |
True |
Empirical |
NP Bayes |
MLE (EM) |
3.71 |
3.7246 |
3.6861 |
3.7579 |
||
3.23 |
3.2150 |
3.2022 |
3.2102 |
||
q |
0.48 |
0.5097 |
0.5096 |
0.5477 |
|
0.35 |
0.3454 |
0.3400 |
0.3080 |
||
0.3754 |
0.3869 |
0.3708 |
0.3588 |
||
0.8738 |
0.85 |
0.9006 |
0.8530 |
||
Reject H0 |
- |
0.2754 |
0.2954 |
0.3253 |
|
- |
(62,322,97) |
(60,188,80) |
(60,269,86) |
||
5.21 |
5.2311 |
5.2377 |
5.2956 |
||
4.51 |
4.5209 |
4.5157 |
4.5186 |
||
q |
0.70 |
0.7102 |
0.7221 |
0.7769 |
|
0.74 |
0.7487 |
0.7123 |
0.6901 |
||
0.7940 |
0.8209 |
0.7860 |
0.7984 |
||
0.8738 |
0.85 |
0.8540 |
0.8226 |
||
Reject H0 |
- |
0.5289 |
0.5868 |
0.5689 |
|
- |
(140,227,146) |
(140,200,144) |
(140,213,143) |
||
9.82 |
9.8422 |
9.8456 |
9.9131 |
||
9.04 |
9.0477 |
9.0473 |
9.0446 |
||
q |
0.78 |
0.7946 |
0.7969 |
0.8686 |
|
0.93 |
0.9270 |
0.8892 |
0.8701 |
||
0.9971 |
1.0155 |
0.9784 |
0.9995 |
||
0.8738 |
0.85 |
0.8482 |
0.8296 |
||
Reject H0 |
- |
0.6647 |
0.6886 |
0.7246 |
|
- |
(180,220,183) |
(180,212,183) |
(180,218,184) |