Table 2: Simulation results of EAIR for distribution-specific case in Subsection 2.3. |
|
Specific Method |
Distribution Specific Method |
Sample Size |
λ |
p |
Relative Bias |
SSE |
SE |
CP |
SE |
CP |
200 |
0.05 |
0.2 |
0.47% |
0.0207 |
0.0208 |
0.9274 |
0.0207 |
0.9286 |
|
|
0.8 |
-0.28% |
0.0169 |
0.0169 |
0.9321 |
0.0169 |
0.9319 |
|
|
1 |
-0.35% |
0.016 |
0.016 |
0.9186 |
0.016 |
0.9188 |
|
0.2 |
0.2 |
0.12% |
0.0421 |
0.0426 |
0.9436 |
0.0425 |
0.9431 |
|
|
0.8 |
0.49% |
0.0351 |
0.0352 |
0.946 |
0.0351 |
0.9463 |
|
|
1 |
0.40% |
0.0336 |
0.0334 |
0.9443 |
0.0333 |
0.9429 |
|
5 |
0.2 |
0.55% |
0.3867 |
0.3881 |
0.9481 |
0.3887 |
0.9514 |
|
|
0.8 |
0.52% |
0.364 |
0.3641 |
0.9473 |
0.3646 |
0.952 |
|
|
1 |
0.47% |
0.3584 |
0.3569 |
0.9459 |
0.3573 |
0.948 |
400 |
0.05 |
0.2 |
0.10% |
0.0144 |
0.0146 |
0.9408 |
0.0146 |
0.9421 |
|
|
0.8 |
-0.09% |
0.0118 |
0.0119 |
0.9356 |
0.0119 |
0.9351 |
|
|
1 |
-0.32% |
0.0113 |
0.0113 |
0.9417 |
0.0113 |
0.9419 |
|
0.2 |
0.2 |
-0.19% |
0.0298 |
0.03 |
0.9463 |
0.03 |
0.9463 |
|
|
0.8 |
0.31% |
0.0246 |
0.0248 |
0.9497 |
0.0248 |
0.9498 |
|
|
1 |
0.17% |
0.0235 |
0.0236 |
0.95 |
0.0235 |
0.95 |
|
5 |
0.2 |
0.29% |
0.2779 |
0.2737 |
0.9467 |
0.2739 |
0.9476 |
|
|
0.8 |
0.27% |
0.2584 |
0.2567 |
0.9484 |
0.2568 |
0.9516 |
|
|
1 |
0.32% |
0.2508 |
0.2516 |
0.9498 |
0.252 |
0.951 |
|
Note: Relative bias is defined as (Average EAIR −λ ) /λ ×100%, SSE represents the sample standard error, SE is the average of the standard error estimates, and CP denotes the empirical 95% coverage probability for λ. |